From 2cf96596d9b78bef468a92842e9663849fa2736a Mon Sep 17 00:00:00 2001 From: ***** <721466+soodoku@users.noreply.github.com> Date: Tue, 6 Oct 2026 22:29:29 -0700 Subject: [PATCH] Add flip budgets, priced movement, and regime simulations Queue Shift previously matched NFR interpolation on queue movement only, which silently dropped the negative-flip protection the baseline exists to provide. The solver now also caps (MILP) or penalizes (min-cost flow) case churn or expected negative flips, prices movement per queue so budgets can count cases, hours, or money, and returns per-queue dual prices from the flow form. A regime simulation maps when holding queue totals is costly (updates that move volume) versus nearly free (updates that reorder cases), and compares learned queue prices with exact per-batch assignment. The paper is rewritten around these results; all tables and figures are regenerated. Breaking: solve_assignment takes incumbent labels instead of incumbent loads. Co-Authored-By: Claude Opus 5.5 (1M context) --- CHANGELOG.md | 10 + Makefile | 28 +- README.md | 72 +- experiments/analyze_estimated.py | 47 +- experiments/analyze_oracle.py | 49 +- experiments/analyze_regimes.py | 429 + experiments/check_theory.py | 103 +- experiments/plot_style.py | 1 + experiments/run_regimes.py | 284 + experiments/tests/test_regimes.py | 31 + paper/figures/estimated_validation.pdf | Bin 24438 -> 24432 bytes paper/figures/oracle_frontier.pdf | Bin 17847 -> 20238 bytes paper/figures/regimes_frontier.pdf | Bin 0 -> 30704 bytes paper/figures/regimes_mix_gap.pdf | Bin 0 -> 23927 bytes paper/generated/estimated_summary.tex | 39 +- paper/generated/oracle_numbers.tex | 4 + paper/generated/oracle_summary.tex | 21 +- paper/generated/regimes_lock_cost.tex | 32 + paper/generated/regimes_numbers.tex | 24 + paper/generated/regimes_offsets.tex | 32 + paper/main.pdf | Bin 278379 -> 365351 bytes paper/main.tex | 411 +- paper/references.bib | 25 + paper/validation_plan.md | 16 +- results/estimated/matched_budget.csv | 9762 +++++----- results/estimated_summary.csv | 52 +- results/oracle/matched_budget.csv | 22002 +++++++++++------------ results/oracle_summary.csv | 24 +- results/regimes/matched_budget.csv.gz | Bin 0 -> 1882312 bytes results/regimes/release.csv | 121 + results/regimes_lock_cost.csv | 17 + results/regimes_summary.csv | 81 + src/queue_shift/__init__.py | 12 +- src/queue_shift/assignment.py | 340 +- src/queue_shift/evaluation.py | 197 +- src/queue_shift/simulation.py | 30 +- tests/test_assignment.py | 218 +- 37 files changed, 18217 insertions(+), 16297 deletions(-) create mode 100644 experiments/analyze_regimes.py create mode 100644 experiments/run_regimes.py create mode 100644 experiments/tests/test_regimes.py create mode 100644 paper/figures/regimes_frontier.pdf create mode 100644 paper/figures/regimes_mix_gap.pdf create mode 100644 paper/generated/regimes_lock_cost.tex create mode 100644 paper/generated/regimes_numbers.tex create mode 100644 paper/generated/regimes_offsets.tex create mode 100644 results/regimes/matched_budget.csv.gz create mode 100644 results/regimes/release.csv create mode 100644 results/regimes_lock_cost.csv create mode 100644 results/regimes_summary.csv diff --git a/CHANGELOG.md b/CHANGELOG.md index 5526359..4156cbf 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,15 @@ # Changelog +## Unreleased + +- Add a budget or penalty on case churn or expected negative flips, and match comparisons on + both queue movement and expected flips. +- Price movement by queue (`queue_costs`), so budgets can count cases, hours, or money. +- Return per-queue dual prices from the flow solver. +- Breaking: `solve_assignment` takes incumbent labels instead of incumbent loads. +- Add a regime simulation mapping when holding queue totals is costly and how learned prices + compare with exact per-batch assignment. + ## 0.1.0 - 2026-08-17 - Define queue shift as incumbent-relative workload movement across predicted queues. diff --git a/Makefile b/Makefile index 60b69cf..daa8222 100644 --- a/Makefile +++ b/Makefile @@ -2,7 +2,7 @@ PYTHON := uv run python SOURCE_DATE_EPOCH := 1786960800 export SOURCE_DATE_EPOCH -.PHONY: sync format lint test build theory oracle estimated analyze reproduce check-generated paper research-check check clean +.PHONY: sync format lint test build theory oracle estimated regimes analyze reproduce check-generated paper research-check check clean sync: uv sync --all-groups --all-extras @@ -32,6 +32,9 @@ oracle: estimated: $(PYTHON) -m experiments.run_estimated --outdir results/estimated +regimes: + $(PYTHON) -m experiments.run_regimes --outdir results/regimes + analyze: MPLCONFIGDIR=/tmp/queue-shift-matplotlib $(PYTHON) -m experiments.analyze_oracle \ results/oracle \ @@ -45,8 +48,17 @@ analyze: --tex paper/generated/estimated_summary.tex \ --figure paper/figures/estimated_validation.pdf \ --macros paper/generated/estimated_numbers.tex - -reproduce: oracle estimated analyze + MPLCONFIGDIR=/tmp/queue-shift-matplotlib $(PYTHON) -m experiments.analyze_regimes \ + results/regimes \ + --out results/regimes_summary.csv \ + --lock-out results/regimes_lock_cost.csv \ + --lock-tex paper/generated/regimes_lock_cost.tex \ + --tex paper/generated/regimes_offsets.tex \ + --frontier paper/figures/regimes_frontier.pdf \ + --mix-gap paper/figures/regimes_mix_gap.pdf \ + --macros paper/generated/regimes_numbers.tex + +reproduce: oracle estimated regimes analyze check-generated: @tmp=$$(mktemp -d) && \ @@ -56,12 +68,22 @@ check-generated: MPLCONFIGDIR=/tmp/queue-shift-matplotlib $(PYTHON) -m experiments.analyze_estimated \ results/estimated --out $$tmp/estimated_summary.csv --tex $$tmp/estimated_summary.tex \ --figure $$tmp/estimated_validation.pdf --macros $$tmp/estimated_numbers.tex >/dev/null && \ + MPLCONFIGDIR=/tmp/queue-shift-matplotlib $(PYTHON) -m experiments.analyze_regimes \ + results/regimes --out $$tmp/regimes_summary.csv --lock-out $$tmp/regimes_lock_cost.csv \ + --lock-tex $$tmp/regimes_lock_cost.tex \ + --tex $$tmp/regimes_offsets.tex --frontier $$tmp/regimes_frontier.pdf \ + --mix-gap $$tmp/regimes_mix_gap.pdf --macros $$tmp/regimes_numbers.tex >/dev/null && \ diff -q results/oracle_summary.csv $$tmp/oracle_summary.csv && \ diff -q results/estimated_summary.csv $$tmp/estimated_summary.csv && \ diff -q paper/generated/oracle_summary.tex $$tmp/oracle_summary.tex && \ diff -q paper/generated/estimated_summary.tex $$tmp/estimated_summary.tex && \ diff -q paper/generated/oracle_numbers.tex $$tmp/oracle_numbers.tex && \ diff -q paper/generated/estimated_numbers.tex $$tmp/estimated_numbers.tex && \ + diff -q results/regimes_summary.csv $$tmp/regimes_summary.csv && \ + diff -q results/regimes_lock_cost.csv $$tmp/regimes_lock_cost.csv && \ + diff -q paper/generated/regimes_offsets.tex $$tmp/regimes_offsets.tex && \ + diff -q paper/generated/regimes_lock_cost.tex $$tmp/regimes_lock_cost.tex && \ + diff -q paper/generated/regimes_numbers.tex $$tmp/regimes_numbers.tex && \ rm -rf $$tmp && echo "generated results are synchronized" paper: diff --git a/README.md b/README.md index c1edd77..cdc5c25 100644 --- a/README.md +++ b/README.md @@ -4,16 +4,19 @@ Classifier updates should respect the cost they actually create. When prediction specialized queues, that cost is the change in queue totals, not the number of individual predictions that change. -Queue Shift finds the highest-value batch assignment under a limit on queue-load movement. The -problem is a minimum-cost flow, so the solver returns an integral global optimum. At the movement -budget produced by any comparison rule, including a negative-flip method, Queue Shift weakly -improves the accepted model's total probability score. If those probabilities are the true -conditional probabilities, the result is dominance in conditional expected accuracy. - -The paper proves the result and reports two stable-distribution experiments. The main validation -estimates both classifiers on finite historical samples, releases the candidate only after an -independent accuracy win, and tests small samples, weak innovation, overconfidence, and -underconfidence. +Queue Shift finds the highest-value batch assignment under two limits: on work moved between +queues, counted in cases, hours, or money, and on expected negative flips. With only the movement +limit, or with a penalty on flips, the problem is a minimum-cost flow with an integral global +optimum and per-queue prices that reproduce it case by case; hard flip budgets and per-queue +prices are solved exactly as small integer programs. At the movement and expected flips of any +comparison rule, including a negative-flip interpolation, Queue Shift has at least the rule's total +probability score. If those probabilities are the true conditional probabilities, the result is +dominance in conditional expected accuracy. + +The paper proves the result and uses simulation to map where the constraint matters. Holding queue +totals costs little when an update mostly reorders cases and a lot when it moves volume between +queues. Learned queue prices nearly match exact assignment in accuracy but miss the movement budget +in most batches. Read the current manuscript: [Queue Shift: Updating Classifiers Under a Staffing Budget](paper/main.pdf). @@ -29,7 +32,7 @@ uv sync --all-groups --all-extras ```python import numpy as np -from queue_shift import solve_assignment +from queue_shift import case_flip_weights, solve_assignment candidate_probability = np.array( [ @@ -38,19 +41,52 @@ candidate_probability = np.array( [0.20, 0.30, 0.50], ] ) -incumbent_loads = np.array([1, 1, 1]) +incumbent_labels = np.array([0, 2, 1]) + +shift_only = solve_assignment( + costs=1 - candidate_probability, + incumbent_labels=incumbent_labels, + move_budget=0, +) +print(shift_only.labels, shift_only.churn) # [0 1 2] 2: a swap keeps totals -result = solve_assignment( +weights = case_flip_weights( + candidate_probability, incumbent_labels, "expected_negative" +) +flip_limited = solve_assignment( costs=1 - candidate_probability, - incumbent_loads=incumbent_loads, + incumbent_labels=incumbent_labels, move_budget=0, + flip_weights=weights, + flip_budget=0.2, +) +# [0 2 1] 0.0: the swap would risk 0.1 + 0.3 = 0.4 expected negative flips +print(flip_limited.labels, flip_limited.flip_load) +``` + +The movement budget limits work added to queues beyond their incumbent loads. By default work is +counted in cases, and the budget equals half the L1 distance between the proposed and incumbent +queue-load vectors. A budget of zero preserves every incumbent queue total while allowing different +cases to fill those slots. Pass `queue_costs` to price a case in each queue, for example in average +handle hours or cost per case; the budget is then in hours or money: + +```python +hours_per_case = np.array([0.5, 1.0, 4.0]) +by_hours = solve_assignment( + costs=1 - candidate_probability, + incumbent_labels=incumbent_labels, + move_budget=2.0, + queue_costs=hours_per_case, ) -print(result.labels) +print(by_hours.labels, by_hours.workload_shift) # [0 1 2] 0.0 ``` -The movement budget is half the L1 distance between the proposed and incumbent queue-load -vectors. A budget of zero preserves every incumbent queue total while allowing different cases to -fill those slots. +Flip weights price a case leaving its incumbent queue. `"expected_negative"` weights a move by +the candidate's probability that the incumbent was right, so the weighted total is the expected +number of negative flips; `"churn"` counts every changed label. `flip_budget` caps the total +exactly (solved as a mixed-integer program). `flip_penalty` instead charges for it, which keeps +the problem a minimum-cost flow, scales to large batches, and returns per-queue prices +(`queue_prices`) that reproduce the assignment case by case. ## Reproduce the paper diff --git a/experiments/analyze_estimated.py b/experiments/analyze_estimated.py index 97732c4..88f3933 100644 --- a/experiments/analyze_estimated.py +++ b/experiments/analyze_estimated.py @@ -43,6 +43,13 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: raise RuntimeError("an exact assignment exceeded its matched movement budget") if (results["predicted_gain_pp"] < -1e-9).any(): raise RuntimeError("supplied-score dominance failed") + joint_budget_slack = 2e-6 * (1 + results["n_cases"]) + if ( + results["joint_expected_flips"] > results["flip_budget"] + joint_budget_slack + ).any(): + raise RuntimeError("a joint assignment exceeded its matched flip budget") + if (results["joint_predicted_gain_pp"] < -1e-9).any(): + raise RuntimeError("joint supplied-score dominance failed") if (results["conditional_gain_pp"] < results["robust_lower_bound_pp"] - 1e-8).any(): raise RuntimeError("the probability-error lower bound failed") endpoint = results[results["alpha"] == 1.0] @@ -54,6 +61,9 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: ).agg( move_share=("baseline_move_share", "mean"), nfr=("baseline_nfr", "mean"), + operational_nfr=("operational_nfr", "mean"), + joint_nfr=("joint_nfr", "mean"), + joint_conditional_gain_pp=("joint_conditional_gain_pp", "mean"), predicted_gain_pp=("predicted_gain_pp", "mean"), conditional_gain_pp=("conditional_gain_pp", "mean"), realized_gain_pp=("realized_gain_pp", "mean"), @@ -63,6 +73,10 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: repetitions=("realized_gain_pp", "size"), move_share=("move_share", "mean"), nfr=("nfr", "mean"), + operational_nfr=("operational_nfr", "mean"), + joint_nfr=("joint_nfr", "mean"), + joint_conditional_gain_pp=("joint_conditional_gain_pp", "mean"), + joint_conditional_gain_se=("joint_conditional_gain_pp", "sem"), predicted_gain_pp=("predicted_gain_pp", "mean"), conditional_gain_pp=("conditional_gain_pp", "mean"), conditional_gain_se=("conditional_gain_pp", "sem"), @@ -89,17 +103,20 @@ def write_table(summary: pd.DataFrame, path: Path) -> None: selected = summary[summary["alpha"].isin([0.0, 0.5, 1.0])] rows = [] for row in selected.itertuples(index=False): - conditional_low = row.conditional_gain_pp - 1.96 * row.conditional_gain_se - conditional_high = row.conditional_gain_pp + 1.96 * row.conditional_gain_se - realized_low = row.realized_gain_pp - 1.96 * row.realized_gain_se - realized_high = row.realized_gain_pp + 1.96 * row.realized_gain_se + qs_low = row.conditional_gain_pp - 1.96 * row.conditional_gain_se + qs_high = row.conditional_gain_pp + 1.96 * row.conditional_gain_se + joint_low = row.joint_conditional_gain_pp - 1.96 * row.joint_conditional_gain_se + joint_high = ( + row.joint_conditional_gain_pp + 1.96 * row.joint_conditional_gain_se + ) rows.append( f"{SCENARIO_LABELS[row.scenario]} & {row.alpha:.1f} & " f"{100 * row.move_share:.2f} & " - f"{row.predicted_gain_pp:.2f} & " - f"{row.conditional_gain_pp:.2f} " - f"[{conditional_low:.2f}, {conditional_high:.2f}] & " - f"{row.realized_gain_pp:.2f} [{realized_low:.2f}, {realized_high:.2f}] \\\\" + f"{100 * row.nfr:.1f} & {100 * row.operational_nfr:.1f} & " + f"{100 * row.joint_nfr:.1f} & " + f"{row.conditional_gain_pp:.2f} [{qs_low:.2f}, {qs_high:.2f}] & " + f"{row.joint_conditional_gain_pp:.2f} " + f"[{joint_low:.2f}, {joint_high:.2f}] \\\\" ) content = "\n".join( [ @@ -108,13 +125,14 @@ def write_table(summary: pd.DataFrame, path: Path) -> None: r"\caption{Estimated-model validation against NFR interpolation}", r"\label{tab:estimated-validation}", r"\scriptsize", - r"\begin{tabular}{lrrrrr}", + r"\begin{tabular}{lrrrrrrr}", r"\toprule", ( - r"Scenario & $\alpha$ & Shift (\%) & Score gain & " - r"True gain [95\% CI] & Realized gain [95\% CI] \\" + r" & & Shift & \multicolumn{3}{c}{NFR (\%)} & " + r"\multicolumn{2}{c}{True gain over interp. (pp) [95\% CI]} \\" ), - r" & & & (pp) & (pp) & (pp) \\", + r"\cmidrule(lr){4-6}\cmidrule(lr){7-8}", + r"Scenario & $\alpha$ & (\%) & Interp. & QS & QS+flips & QS & QS+flips \\", r"\midrule", *rows, r"\bottomrule", @@ -125,8 +143,9 @@ def write_table(summary: pd.DataFrame, path: Path) -> None: r"estimated on historical samples and released only after the candidate " r"wins on an independent labeled sample. Each row compares exact " r"assignment with probability interpolation at the same realized queue " - r"shift. True gain uses the simulation's conditional probabilities and " - r"is unavailable in applications. Results average four planning batches " + r"shift (QS), and at both its queue shift and its expected negative flips " + r"(QS+flips). True gain uses the simulation's conditional " + r"probabilities and is unavailable in applications. Results average four planning batches " r"within each independently trained accepted update before averaging " r"across updates." ), diff --git a/experiments/analyze_oracle.py b/experiments/analyze_oracle.py index 1a93b1c..ffa4c7b 100644 --- a/experiments/analyze_oracle.py +++ b/experiments/analyze_oracle.py @@ -6,9 +6,10 @@ from pathlib import Path import matplotlib as mpl +import numpy as np import pandas as pd -from experiments.plot_style import BLUE, GRAY, LIGHT_GRAY, apply_plot_style +from experiments.plot_style import BLUE, GRAY, GREEN, LIGHT_GRAY, apply_plot_style mpl.use("Agg") import matplotlib.pyplot as plt @@ -23,10 +24,14 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: repetition_means = results.groupby(["repetition", "alpha"], as_index=False).agg( mean_move_share=("baseline_move_share", "mean"), mean_nfr=("baseline_nfr", "mean"), + operational_nfr=("operational_nfr", "mean"), + joint_nfr=("joint_nfr", "mean"), baseline_accuracy=("baseline_accuracy", "mean"), operational_accuracy=("operational_accuracy", "mean"), + joint_accuracy=("joint_accuracy", "mean"), expected_gain_pp=("predicted_gain_pp", "mean"), realized_gain_pp=("realized_gain_pp", "mean"), + joint_realized_gain_pp=("joint_realized_gain_pp", "mean"), ) summary = ( repetition_means.groupby("alpha", as_index=False) @@ -34,10 +39,16 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: repetitions=("realized_gain_pp", "size"), mean_move_share=("mean_move_share", "mean"), mean_nfr=("mean_nfr", "mean"), + operational_nfr=("operational_nfr", "mean"), + joint_nfr=("joint_nfr", "mean"), baseline_accuracy=("baseline_accuracy", "mean"), baseline_accuracy_se=("baseline_accuracy", "sem"), operational_accuracy=("operational_accuracy", "mean"), operational_accuracy_se=("operational_accuracy", "sem"), + joint_accuracy=("joint_accuracy", "mean"), + joint_accuracy_se=("joint_accuracy", "sem"), + joint_realized_gain_pp=("joint_realized_gain_pp", "mean"), + joint_realized_gain_se=("joint_realized_gain_pp", "sem"), expected_gain_pp=("expected_gain_pp", "mean"), realized_gain_pp=("realized_gain_pp", "mean"), realized_gain_se=("realized_gain_pp", "sem"), @@ -52,6 +63,10 @@ def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: raise RuntimeError("operational assignment exceeded a matched movement budget") if (results["predicted_gain_pp"] < -1e-9).any(): raise RuntimeError("operational assignment violated expected-value dominance") + if (results["joint_moved_load"] > results["baseline_moved_load"]).any(): + raise RuntimeError("joint assignment exceeded a matched movement budget") + if (results["joint_predicted_gain_pp"] < -1e-9).any(): + raise RuntimeError("joint assignment violated expected-value dominance") summary["planning_batches"] = results.groupby("alpha").size().to_numpy() summary["movement_violations"] = 0 summary.attrs["acceptance_rate"] = float(release["accepted"].mean()) @@ -67,8 +82,10 @@ def write_table(summary: pd.DataFrame, path: Path) -> None: rows = [ ( f"{row.alpha:.1f} & {100 * row.mean_move_share:.2f} & " - f"{100 * row.mean_nfr:.2f} & {100 * row.baseline_accuracy:.2f} & " - f"{100 * row.operational_accuracy:.2f} & {row.realized_gain_pp:.2f} \\\\" + f"{100 * row.mean_nfr:.2f} & {100 * row.operational_nfr:.2f} & " + f"{100 * row.joint_nfr:.2f} & {100 * row.baseline_accuracy:.2f} & " + f"{100 * row.operational_accuracy:.2f} & " + f"{100 * row.joint_accuracy:.2f} \\\\" ) for row in selected.itertuples(index=False) ] @@ -76,19 +93,20 @@ def write_table(summary: pd.DataFrame, path: Path) -> None: [ r"\begin{table}[H]", r"\centering", - r"\caption{NFR interpolation versus exact assignment at the same queue shift}", + r"\caption{NFR interpolation versus exact assignment at matched constraints}", r"\label{tab:stable-update}", r"\small", - r"\begin{tabular}{rrrrrr}", + r"\begin{tabular}{rrrrrrrr}", r"\toprule", - "Interpolation & Queue shift & NFR & NFR path & Exact assignment & Gain \\\\", - "$\\alpha$ & (\\%) & (\\%) & accuracy (\\%) & accuracy (\\%) & (pp) \\\\", + r" & Queue & \multicolumn{3}{c}{NFR (\%)} & \multicolumn{3}{c}{Accuracy (\%)} \\", + r"\cmidrule(lr){3-5}\cmidrule(lr){6-8}", + r"$\alpha$ & shift (\%) & Interp. & QS & QS+flips & Interp. & QS & QS+flips \\", r"\midrule", *rows, r"\bottomrule", r"\end{tabular}", r"\begin{minipage}{0.94\linewidth}", - r"\footnotesize\emph{Note:} The data-generating process is fixed across release and planning samples. The candidate observes an additional independent signal and is deployed only after beating the incumbent on an independent out-of-sample release set. Each row compares probability interpolation with the exact assignment using the candidate posterior at the interpolation point's realized queue shift. Results average 1,000 planning batches from 200 accepted updates. Percentage-point gains use labels revealed only after both assignments are fixed.", + r"\footnotesize\emph{Note:} The data-generating process is fixed across release and planning samples. The candidate observes an additional independent signal and is deployed only after beating the incumbent on an independent out-of-sample release set. Each row compares probability interpolation (Interp.) with exact assignment under the candidate posterior at the interpolation point's queue shift (QS), and at both its queue shift and its expected negative flips (QS+flips). Results average 1,000 planning batches from 200 accepted updates. Accuracy and NFR use labels revealed only after every assignment is fixed.", r"\end{minipage}", r"\end{table}", "", @@ -132,6 +150,16 @@ def write_figure(summary: pd.DataFrame, path: Path) -> None: linewidth=1.8, label="Exact assignment", ) + axis.plot( + x, + 100 * summary["joint_accuracy"].to_numpy(), + color=GREEN, + marker="D", + markersize=3.2, + linewidth=1.4, + linestyle="-.", + label="Exact assignment, matched flips", + ) axis.plot( x, baseline, @@ -158,6 +186,7 @@ def write_macros(release: pd.DataFrame, summary: pd.DataFrame, path: Path) -> No """Write manuscript numbers from the same computed summaries.""" zero = summary.loc[summary["alpha"] == 0].iloc[0] midpoint = summary.loc[summary["alpha"] == 0.5].iloc[0] + low = summary.loc[np.isclose(summary["alpha"], 0.2)].iloc[0] content = "\n".join( [ f"\\newcommand{{\\ReleaseAcceptance}}{{{100 * release['accepted'].mean():.0f}\\%}}", @@ -165,6 +194,10 @@ def write_macros(release: pd.DataFrame, summary: pd.DataFrame, path: Path) -> No f"\\newcommand{{\\ZeroMoveGain}}{{{zero.realized_gain_pp:.2f}}}", f"\\newcommand{{\\MidMoveShare}}{{{100 * midpoint.mean_move_share:.2f}\\%}}", f"\\newcommand{{\\MidOperationalGain}}{{{midpoint.realized_gain_pp:.2f}}}", + f"\\newcommand{{\\ZeroMoveOperationalNFR}}{{{100 * zero.operational_nfr:.1f}\\%}}", + f"\\newcommand{{\\LowAlphaJointGain}}{{{low.joint_realized_gain_pp:.2f}}}", + f"\\newcommand{{\\LowAlphaJointNFR}}{{{100 * low.joint_nfr:.1f}\\%}}", + f"\\newcommand{{\\LowAlphaInterpNFR}}{{{100 * low.mean_nfr:.1f}\\%}}", "", ] ) diff --git a/experiments/analyze_regimes.py b/experiments/analyze_regimes.py new file mode 100644 index 0000000..61a58a5 --- /dev/null +++ b/experiments/analyze_regimes.py @@ -0,0 +1,429 @@ +"""Summarize where exact constrained assignment beats simpler update rules.""" + +from __future__ import annotations + +import argparse +from pathlib import Path + +import matplotlib as mpl +import pandas as pd + +from experiments.plot_style import ( + BLUE, + GRAY, + GREEN, + LIGHT_GRAY, + ORANGE, + apply_plot_style, +) + +mpl.use("Agg") +import matplotlib.pyplot as plt + +apply_plot_style(mpl) + +SCENARIO_ORDER = ("stable", "confused_pair", "stale_priors", "specialist_queues") +SCENARIO_LABELS = { + "stable": "Stable", + "confused_pair": "Confused pair", + "stale_priors": "Stale priors", + "specialist_queues": "15 specialist queues", +} +REGIME_ORDER = ("large_stable", "medium_stable", "medium_volatile", "small_volatile") +REGIME_LABELS = { + "large_stable": "2,000, fixed mix", + "medium_stable": "300, fixed mix", + "medium_volatile": "300, volatile mix", + "small_volatile": "100, volatile mix", +} +FRONTIER_REGIME = "medium_stable" +PRIMARY_ALPHA = 0.5 + + +def add_contrasts(results: pd.DataFrame) -> pd.DataFrame: + """Add batch-level contrasts in percentage points of cases.""" + out = results.copy() + for arm in ("operational", "joint", "offsets"): + out[f"{arm}_true_gain_pp"] = 100 * ( + out[f"{arm}_true_value"] - out["baseline_true_value"] + ) + out[f"{arm}_realized_gain_pp"] = 100 * ( + out[f"{arm}_accuracy"] - out["baseline_accuracy"] + ) + out["offsets_overshoot_pp"] = 100 * ( + out["offsets_move_share"] - out["baseline_move_share"] + ) + out["offsets_over_budget"] = ( + out["offsets_moved_load"] > out["baseline_moved_load"] + ).astype(float) + out["offsets_suboptimality_pp"] = 100 * ( + out["offsets_shift_optimum_true_value"] - out["offsets_true_value"] + ) + return out + + +def check_invariants(results: pd.DataFrame) -> None: + """Enforce the guarantees every exact arm must satisfy.""" + if (results["operational_moved_load"] > results["baseline_moved_load"]).any(): + raise RuntimeError("shift-only assignment exceeded its movement budget") + if (results["predicted_gain_pp"] < -1e-9).any(): + raise RuntimeError("shift-only score dominance failed") + joint = results.dropna(subset=["joint_moved_load"]) + if (joint["joint_moved_load"] > joint["baseline_moved_load"]).any(): + raise RuntimeError("joint assignment exceeded its movement budget") + # flip_tolerance at its largest weight sum: one unit per case. + slack = 2e-6 * (1 + joint["n_cases"]) + if (joint["joint_expected_flips"] > joint["flip_budget"] + slack).any(): + raise RuntimeError("joint assignment exceeded its flip budget") + if (joint["joint_predicted_gain_pp"] < -1e-9).any(): + raise RuntimeError("joint score dominance failed") + endpoint = results[results["alpha"] == 1.0] + if (endpoint["predicted_gain_pp"].abs() > 1e-7).any(): + raise RuntimeError("raw-candidate endpoint is not the required score null") + + +MEASURES = ( + "raw_move_share", + "baseline_move_share", + "offsets_move_share", + "baseline_nfr", + "operational_nfr", + "joint_nfr", + "offsets_nfr", + "baseline_true_value", + "operational_true_value", + "joint_true_value", + "offsets_true_value", + "operational_true_gain_pp", + "joint_true_gain_pp", + "offsets_true_gain_pp", + "operational_realized_gain_pp", + "joint_realized_gain_pp", + "offsets_overshoot_pp", + "offsets_over_budget", + "offsets_suboptimality_pp", +) + + +def summarize(release: pd.DataFrame, results: pd.DataFrame) -> pd.DataFrame: + """Average batches within each model pair, then summarize across pairs.""" + if results.empty: + raise ValueError("no update passed the release gate") + check_invariants(results) + data = add_contrasts(results) + keys = ["scenario", "regime", "alpha"] + per_pair = data.groupby([*keys, "repetition"], as_index=False)[ + list(MEASURES) + ].mean() + grouped = per_pair.groupby(keys) + summary = grouped[list(MEASURES)].mean() + errors = grouped[list(MEASURES)].sem().add_suffix("_se") + summary = summary.join(errors).reset_index() + summary["pairs"] = grouped.size().to_numpy() + summary["acceptance_rate"] = summary["scenario"].map( + release.groupby("scenario")["accepted"].mean() + ) + summary["scenario"] = pd.Categorical(summary["scenario"], SCENARIO_ORDER, True) + summary["regime"] = pd.Categorical(summary["regime"], REGIME_ORDER, True) + summary = summary.sort_values(keys).reset_index(drop=True) + summary["scenario"] = summary["scenario"].astype(str) + summary["regime"] = summary["regime"].astype(str) + return summary + + +def load_lock_cost(results: pd.DataFrame) -> pd.DataFrame: + """Return the true-value cost of holding incumbent totals, by scenario.""" + keys = ["scenario", "regime", "repetition", "batch"] + locked = results[results["alpha"] == 0.0].set_index(keys) + raw = results[results["alpha"] == 1.0].set_index(keys) + batch = pd.DataFrame( + { + "cost_pp": 100 + * (raw["baseline_true_value"] - locked["operational_true_value"]), + "update_pp": 100 + * (raw["baseline_true_value"] - locked["baseline_true_value"]), + } + ).reset_index() + per_pair = batch.groupby(["scenario", "regime", "repetition"], as_index=False)[ + ["cost_pp", "update_pp"] + ].mean() + out = per_pair.groupby(["scenario", "regime"], as_index=False).agg( + cost_pp=("cost_pp", "mean"), + cost_se=("cost_pp", "sem"), + update_pp=("update_pp", "mean"), + ) + out["kept_share"] = 1 - out["cost_pp"] / out["update_pp"] + return out + + +def write_frontier(summary: pd.DataFrame, path: Path) -> None: + """Plot value and NFR against queue movement for every arm.""" + data = summary[summary["regime"] == FRONTIER_REGIME] + figure, axes = plt.subplots( + 2, len(SCENARIO_ORDER), figsize=(7.2, 4.4), sharex="col", sharey="row" + ) + arms = ( + ("baseline", "baseline_move_share", "NFR interpolation", GRAY, "o", "-"), + ("operational", "baseline_move_share", "Queue Shift", BLUE, "s", "-"), + ("joint", "baseline_move_share", "Queue Shift + flips", GREEN, "D", "--"), + ("offsets", "offsets_move_share", "Historical prices", ORANGE, "^", ":"), + ) + for column, scenario in enumerate(SCENARIO_ORDER): + panel = data[data["scenario"] == scenario].sort_values("alpha") + incumbent = panel.loc[panel["alpha"] == 0.0, "baseline_true_value"].iloc[0] + for arm, shift, label, color, marker, style in arms: + x = 100 * panel[shift] + value = 100 * (panel[f"{arm}_true_value"] - incumbent) + nfr = 100 * panel[f"{arm}_nfr"] + for row, y in enumerate((value, nfr)): + axes[row, column].plot( + x, + y, + color=color, + marker=marker, + markersize=3.2, + linestyle=style, + linewidth=1.1, + label=label, + ) + axes[0, column].set_title(SCENARIO_LABELS[scenario]) + for axis in axes[:, column]: + axis.grid(color=LIGHT_GRAY, linewidth=0.6) + axis.spines[["top", "right"]].set_visible(False) + figure.supxlabel("Queue shift (% of cases)", y=0.08) + axes[0, 0].set_ylabel("True accuracy gain\nover incumbent (pp)") + axes[1, 0].set_ylabel("Negative-flip rate (%)") + handles, labels = axes[0, 0].get_legend_handles_labels() + figure.legend( + handles, + labels, + loc="lower center", + ncol=4, + frameon=False, + bbox_to_anchor=(0.5, -0.02), + ) + figure.subplots_adjust(bottom=0.2, hspace=0.12, wspace=0.12) + path.parent.mkdir(parents=True, exist_ok=True) + figure.savefig(path) + plt.close(figure) + + +def write_mix_gap(summary: pd.DataFrame, path: Path) -> None: + """Plot matched-budget gains against the candidate's raw queue movement.""" + data = summary[summary["alpha"] == PRIMARY_ALPHA] + figure, axis = plt.subplots(figsize=(4.6, 3.2)) + markers = dict(zip(SCENARIO_ORDER, ("o", "s", "D", "^"), strict=True)) + for arm, color, label in ( + ("operational", BLUE, "Queue Shift (matched shift)"), + ("joint", GREEN, "Queue Shift + flips (matched shift and flips)"), + ): + for scenario in SCENARIO_ORDER: + panel = data[data["scenario"] == scenario].dropna( + subset=[f"{arm}_true_gain_pp"] + ) + axis.errorbar( + 100 * panel["raw_move_share"], + panel[f"{arm}_true_gain_pp"], + yerr=1.96 * panel[f"{arm}_true_gain_pp_se"], + color=color, + marker=markers[scenario], + markersize=4, + linestyle="none", + capsize=1.5, + linewidth=0.9, + label=label if scenario == SCENARIO_ORDER[0] else None, + ) + axis.axhline(0, color="#222222", linewidth=0.8) + axis.set_xlabel("Raw candidate's queue shift (% of cases)") + axis.set_ylabel(f"Gain over interpolation at $\\alpha={PRIMARY_ALPHA}$ (pp)") + axis.grid(color=LIGHT_GRAY, linewidth=0.6) + axis.spines[["top", "right"]].set_visible(False) + axis.legend(frameon=False, loc="upper center", bbox_to_anchor=(0.5, -0.2), ncol=1) + path.parent.mkdir(parents=True, exist_ok=True) + figure.savefig(path) + plt.close(figure) + + +def write_offsets_table(summary: pd.DataFrame, path: Path) -> None: + """Tabulate how historical prices compare with exact per-batch solutions.""" + data = summary[summary["alpha"] == PRIMARY_ALPHA] + rows = [ + f"{SCENARIO_LABELS[row.scenario]} & {REGIME_LABELS[row.regime]} & " + f"{100 * row.baseline_move_share:.1f} & " + f"{row.offsets_overshoot_pp:.2f} & " + f"{100 * row.offsets_over_budget:.0f} & " + f"{row.offsets_suboptimality_pp:.2f} \\\\" + for row in data.itertuples(index=False) + ] + content = "\n".join( + [ + r"\begin{table}[H]", + r"\centering", + r"\caption{Historical queue prices versus exact per-batch assignment}", + r"\label{tab:offsets}", + r"\scriptsize", + r"\begin{tabular}{llrrrr}", + r"\toprule", + r"Scenario & Batch & Budget & Overshoot & Over budget & Value gap \\", + r" & & (\% cases) & (pp of cases) & (\% batches) & (pp) \\", + r"\midrule", + *rows, + r"\bottomrule", + r"\end{tabular}", + r"\begin{minipage}{0.96\linewidth}", + ( + r"\footnotesize\emph{Note:} Budget is NFR interpolation's queue shift " + rf"at $\alpha={PRIMARY_ALPHA}$. Prices are learned once on a " + r"2,000-case history at the same interpolation weight and applied case " + r"by case. Overshoot is the prices' extra queue shift; value gap is the " + r"true-accuracy shortfall against the exact assignment at the " + r"movement the prices actually used." + ), + r"\end{minipage}", + r"\end{table}", + "", + ] + ) + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(content, encoding="utf-8") + + +def write_lock_table(lock: pd.DataFrame, path: Path) -> None: + """Tabulate what holding incumbent queue totals costs, by scenario and batch.""" + table = lock.copy() + table["scenario"] = pd.Categorical(table["scenario"], SCENARIO_ORDER, True) + table["regime"] = pd.Categorical(table["regime"], REGIME_ORDER, True) + table = table.sort_values(["scenario", "regime"]) + rows = [ + f"{SCENARIO_LABELS[row.scenario]} & {REGIME_LABELS[row.regime]} & " + f"{row.update_pp:.2f} & {row.cost_pp:.2f} [{row.cost_pp - 1.96 * row.cost_se:.2f}, " + f"{row.cost_pp + 1.96 * row.cost_se:.2f}] & {100 * row.kept_share:.0f} \\\\" + for row in table.itertuples(index=False) + ] + content = "\n".join( + [ + r"\begin{table}[H]", + r"\centering", + r"\caption{Cost of holding every incumbent queue total}", + r"\label{tab:lock-cost}", + r"\scriptsize", + r"\begin{tabular}{llrrr}", + r"\toprule", + r"Scenario & Batch & Raw update & Cost of zero movement & Update kept \\", + r" & & (pp) & (pp) [95\% CI] & (\%) \\", + r"\midrule", + *rows, + r"\bottomrule", + r"\end{tabular}", + r"\begin{minipage}{0.96\linewidth}", + ( + r"\footnotesize\emph{Note:} Raw update is the raw candidate's true " + r"accuracy gain over the incumbent. Cost of zero movement is the raw " + r"candidate's true accuracy minus that of Queue Shift at $B=0$. True " + r"accuracy uses the simulation's conditional probabilities." + ), + r"\end{minipage}", + r"\end{table}", + "", + ] + ) + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(content, encoding="utf-8") + + +def write_macros(summary: pd.DataFrame, lock: pd.DataFrame, path: Path) -> None: + """Write headline quantities for the manuscript.""" + reorder = ("stable", "specialist_queues") + volume = ("confused_pair", "stale_priors") + fixed = ("large_stable", "medium_stable") + reorder_lock = lock[lock["scenario"].isin(reorder) & lock["regime"].isin(fixed)] + volume_lock = lock[lock["scenario"].isin(volume)] + small_lock = lock[ + lock["scenario"].isin(reorder) & (lock["regime"] == "small_volatile") + ] + joint = summary.dropna(subset=["joint_true_gain_pp"]) + joint_quarter = joint[joint["alpha"] == 0.25] + joint_half = joint[joint["alpha"] == PRIMARY_ALPHA] + interior = joint[(joint["alpha"] > 0) & (joint["alpha"] < 1)] + zero = summary[summary["alpha"] == 0.0] + raw = summary[summary["alpha"] == 1.0].set_index(["scenario", "regime"]) + zero_ratio = ( + zero.set_index(["scenario", "regime"])["operational_nfr"] / raw["baseline_nfr"] + ) + half = summary[summary["alpha"] == PRIMARY_ALPHA] + values = { + "RegimeRawShiftMin": f"{100 * half['raw_move_share'].min():.0f}", + "RegimeRawShiftMax": f"{100 * half['raw_move_share'].max():.0f}", + "LockReorderMin": f"{reorder_lock['cost_pp'].min():.1f}", + "LockReorderMax": f"{reorder_lock['cost_pp'].max():.1f}", + "LockReorderKeptMin": f"{100 * reorder_lock['kept_share'].min():.0f}", + "LockVolumeMin": f"{volume_lock['cost_pp'].min():.1f}", + "LockVolumeMax": f"{volume_lock['cost_pp'].max():.1f}", + "LockVolumeKeptMin": f"{100 * volume_lock['kept_share'].min():.0f}", + "LockVolumeKeptMax": f"{100 * volume_lock['kept_share'].max():.0f}", + "LockSmallMin": f"{small_lock['cost_pp'].min():.1f}", + "LockSmallMax": f"{small_lock['cost_pp'].max():.1f}", + "QSZeroNFRMin": f"{100 * zero['operational_nfr'].min():.0f}", + "QSZeroNFRMax": f"{100 * zero['operational_nfr'].max():.0f}", + "QSZeroNFRRawShareMin": f"{100 * zero_ratio.min():.0f}", + "JointQuarterGainMin": f"{joint_quarter['joint_true_gain_pp'].min():.1f}", + "JointQuarterGainMax": f"{joint_quarter['joint_true_gain_pp'].max():.1f}", + "JointHalfGainMin": f"{joint_half['joint_true_gain_pp'].min():.1f}", + "JointHalfGainMax": f"{joint_half['joint_true_gain_pp'].max():.1f}", + "JointNFRGapMax": ( + f"{100 * (interior['joint_nfr'] - interior['baseline_nfr']).max():.1f}" + ), + "OffsetsOverZeroMin": (f"{zero['offsets_overshoot_pp'].min():.1f}"), + "OffsetsOverZeroMax": f"{zero['offsets_overshoot_pp'].max():.1f}", + "OffsetsOverBudgetHalfMin": f"{100 * half['offsets_over_budget'].min():.0f}", + "OffsetsOverBudgetHalfMax": f"{100 * half['offsets_over_budget'].max():.0f}", + "OffsetsSuboptMax": (f"{summary['offsets_suboptimality_pp'].max():.1f}"), + } + content = "".join( + f"\\newcommand{{\\{name}}}{{{value}}}\n" for name, value in values.items() + ) + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(content, encoding="utf-8") + + +def parse_args() -> argparse.Namespace: + """Parse command-line arguments.""" + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("results_dir", type=Path) + parser.add_argument("--out", type=Path) + parser.add_argument("--lock-out", type=Path) + parser.add_argument("--lock-tex", type=Path) + parser.add_argument("--tex", type=Path) + parser.add_argument("--frontier", type=Path) + parser.add_argument("--mix-gap", type=Path) + parser.add_argument("--macros", type=Path) + return parser.parse_args() + + +def main() -> None: + """Generate regime summaries and exhibits.""" + args = parse_args() + release = pd.read_csv(args.results_dir / "release.csv") + results = pd.read_csv(args.results_dir / "matched_budget.csv.gz") + summary = summarize(release, results) + lock = load_lock_cost(results) + print(lock.to_string(index=False, float_format=lambda value: f"{value:.3f}")) + if args.out: + args.out.parent.mkdir(parents=True, exist_ok=True) + summary.to_csv(args.out, index=False, float_format="%.12g") + if args.lock_out: + lock.to_csv(args.lock_out, index=False, float_format="%.12g") + if args.tex: + write_offsets_table(summary, args.tex) + if args.lock_tex: + write_lock_table(lock, args.lock_tex) + if args.frontier: + write_frontier(summary, args.frontier) + if args.mix_gap: + write_mix_gap(summary, args.mix_gap) + if args.macros: + write_macros(summary, lock, args.macros) + + +if __name__ == "__main__": + main() diff --git a/experiments/check_theory.py b/experiments/check_theory.py index 5b1e8f9..d09eda8 100644 --- a/experiments/check_theory.py +++ b/experiments/check_theory.py @@ -6,7 +6,12 @@ import numpy as np -from queue_shift.assignment import queue_shift, solve_assignment +from queue_shift.assignment import ( + case_flip_weights, + flip_load, + queue_shift, + solve_assignment, +) def check_net_queue_shift() -> None: @@ -74,7 +79,7 @@ def check_matched_movement_dominance() -> None: budget = queue_shift(baseline_loads, incumbent_loads) score = rng.dirichlet(np.ones(n_queues), size=n_cases) truth = rng.dirichlet(np.ones(n_queues), size=n_cases) - exact = solve_assignment(1 - score, incumbent_loads, budget) + exact = solve_assignment(1 - score, incumbent, budget) baseline_value = score[np.arange(n_cases), baseline].mean() exact_value = score[np.arange(n_cases), exact.labels].mean() @@ -83,10 +88,11 @@ def check_matched_movement_dominance() -> None: - truth[np.arange(n_cases), baseline] ).mean() error = truth - score + differ = exact.labels != baseline penalty = ( np.abs(error[np.arange(n_cases), exact.labels]) + np.abs(error[np.arange(n_cases), baseline]) - ).mean() + )[differ].sum() / n_cases feasible_values = [] for labels in itertools.product(range(n_queues), repeat=n_cases): @@ -109,11 +115,102 @@ def check_matched_movement_dominance() -> None: raise AssertionError("positive control did not break the false one-error bound") +def check_joint_dominance() -> None: + """Verify dominance at matched queue shift and matched expected flips.""" + rng = np.random.default_rng(461) + for _ in range(150): + n_cases = int(rng.integers(2, 8)) + n_queues = int(rng.integers(2, 4)) + incumbent = rng.integers(0, n_queues, size=n_cases) + baseline = rng.integers(0, n_queues, size=n_cases) + score = rng.dirichlet(np.ones(n_queues), size=n_cases) + incumbent_loads = np.bincount(incumbent, minlength=n_queues) + budget = queue_shift(np.bincount(baseline, minlength=n_queues), incumbent_loads) + weights = case_flip_weights(score, incumbent, "expected_negative") + flip_budget = flip_load(baseline, incumbent, weights) + exact = solve_assignment( + 1 - score, + incumbent, + budget, + flip_weights=weights, + flip_budget=flip_budget, + ) + best = max( + score[np.arange(n_cases), labels].sum() + for labels in map( + np.asarray, itertools.product(range(n_queues), repeat=n_cases) + ) + if queue_shift(np.bincount(labels, minlength=n_queues), incumbent_loads) + <= budget + and flip_load(labels, incumbent, weights) <= flip_budget + 1e-12 + ) + exact_value = score[np.arange(n_cases), exact.labels].sum() + if abs(exact_value - best) > 1e-8: + raise AssertionError("joint solver missed the exhaustive optimum") + if exact_value < score[np.arange(n_cases), baseline].sum() - 1e-9: + raise AssertionError("joint assignment lost to a feasible baseline") + if exact.moved_load > budget or exact.flip_load > flip_budget + 1e-6: + raise AssertionError("joint assignment exceeded a matched budget") + + # Positive control: matching raw churn instead of expected flips does not bound + # expected flips, so a churn-matched optimum can exceed the baseline's. + # With two queues the gain from moving, 1 - 2 p_a, already ranks cases by + # expected flips, so the control needs a third queue. + score = np.array([[0.45, 0.55, 0.00], [0.30, 0.35, 0.35]]) + incumbent = np.array([0, 0]) + baseline = np.array([0, 1]) + weights = case_flip_weights(score, incumbent, "expected_negative") + churn_matched = solve_assignment( + 1 - score, + incumbent, + 1, + flip_weights=case_flip_weights(score, incumbent, "churn"), + flip_budget=1.0, + ) + if flip_load(churn_matched.labels, incumbent, weights) <= flip_load( + baseline, incumbent, weights + ): + raise AssertionError("positive control did not separate churn from flips") + + +def check_dual_prices() -> None: + """Verify that queue prices certify the flow optimum, penalty included.""" + rng = np.random.default_rng(571) + for _ in range(200): + n_cases = int(rng.integers(10, 120)) + n_queues = int(rng.integers(2, 7)) + score = rng.dirichlet(np.ones(n_queues), size=n_cases) + incumbent = rng.integers(0, n_queues, size=n_cases) + budget = int(rng.integers(0, n_cases // 2)) + penalty = float(rng.choice([0.0, 0.2, 1.0])) + weights = case_flip_weights(score, incumbent, "expected_negative") + result = solve_assignment( + 1 - score, + incumbent, + budget, + flip_weights=weights, + flip_penalty=penalty, + ) + if result.queue_prices is None: + raise AssertionError("flow mode did not return queue prices") + moved_off = np.arange(n_queues)[None, :] != incumbent[:, None] + priced = 1 - score + penalty * weights[:, None] * moved_off + priced = priced + result.queue_prices[None, :] + chosen = priced[np.arange(n_cases), result.labels] + if np.any(chosen > priced.min(axis=1) + 1e-8): + raise AssertionError("queue prices do not certify the assignment") + tied = (priced <= priced.min(axis=1, keepdims=True) + 1e-8).sum(axis=1) > 1 + if tied.sum() > n_queues: + raise AssertionError("more tied cases than queues") + + def main() -> None: """Run the adversarial checks and their positive controls.""" check_net_queue_shift() check_same_metrics_different_staffing() check_matched_movement_dominance() + check_joint_dominance() + check_dual_prices() print("all Queue Shift formal checks passed; the positive controls fired") diff --git a/experiments/plot_style.py b/experiments/plot_style.py index 04a7568..f3a489d 100644 --- a/experiments/plot_style.py +++ b/experiments/plot_style.py @@ -6,6 +6,7 @@ BLUE = "#2166AC" ORANGE = "#B35806" +GREEN = "#1B7837" GRAY = "#555555" LIGHT_GRAY = "#D9D9D9" diff --git a/experiments/run_regimes.py b/experiments/run_regimes.py new file mode 100644 index 0000000..8c40af2 --- /dev/null +++ b/experiments/run_regimes.py @@ -0,0 +1,284 @@ +"""Map where exact constrained assignment beats simpler update rules. + +Each scenario is a mechanism that makes a released candidate's predicted queue mix +differ from the incumbent's. Within a scenario, every trained model pair is +evaluated under each batch regime, so regimes differ only in their planning batches. +""" + +from __future__ import annotations + +import argparse +from dataclasses import dataclass +from pathlib import Path + +import numpy as np +import pandas as pd +from sklearn.linear_model import LogisticRegression + +from queue_shift.assignment import queue_shift, solve_assignment +from queue_shift.evaluation import evaluate_matched_budget +from queue_shift.simulation import ( + StableBatch, + draw_stable_feature_batch, + release_decision, +) + +FIVE_QUEUES = np.array([0.40, 0.25, 0.15, 0.12, 0.08]) +ZIPF_FIFTEEN = 1 / np.arange(1, 16) +ZIPF_FIFTEEN = ZIPF_FIFTEEN / ZIPF_FIFTEEN.sum() +# The joint arm needs a MILP whose time grows quickly with batch size. +MAX_JOINT_BATCH = 300 + + +@dataclass(frozen=True) +class Scenario: + """A mechanism for a difference between incumbent and candidate queue mixes.""" + + name: str + priors: np.ndarray + incumbent_priors: np.ndarray + incumbent_signal: float | np.ndarray + innovation_signal: float | np.ndarray + + +@dataclass(frozen=True) +class BatchRegime: + """Planning-batch size and batch-to-batch variability of the class mix.""" + + name: str + size: int + concentration: float | None + batches: int + + +SCENARIOS = ( + Scenario("stable", FIVE_QUEUES, FIVE_QUEUES, 0.9, 0.8), + # The incumbent barely separates the two largest queues; the innovation does. + Scenario( + "confused_pair", + FIVE_QUEUES, + FIVE_QUEUES, + np.array([0.3, 0.3, 0.9, 0.9, 0.9]), + np.array([1.2, 1.2, 0.3, 0.3, 0.3]), + ), + # Demand moved after the incumbent was trained; the candidate saw recent data. + Scenario( + "stale_priors", + np.array([0.25, 0.25, 0.20, 0.15, 0.15]), + FIVE_QUEUES, + 0.9, + 0.8, + ), + Scenario("specialist_queues", ZIPF_FIFTEEN, ZIPF_FIFTEEN, 1.2, 1.0), +) + +REGIMES = ( + BatchRegime("small_volatile", 100, 20.0, 4), + BatchRegime("medium_stable", 300, None, 4), + BatchRegime("medium_volatile", 300, 20.0, 4), + BatchRegime("large_stable", 2_000, None, 2), +) + + +def _fit(features: np.ndarray, labels: np.ndarray, n_queues: int) -> LogisticRegression: + model = LogisticRegression(C=10.0, solver="lbfgs", max_iter=1_000) + model.fit(features, labels) + if not np.array_equal(model.classes_, np.arange(n_queues)): + raise RuntimeError("training sample did not contain every queue") + return model + + +def _score( + incumbent: LogisticRegression, + candidate: LogisticRegression, + rng: np.random.Generator, + size: int, + priors: np.ndarray, + scenario: Scenario, +) -> tuple[StableBatch, np.ndarray]: + """Draw a sample and return model scores plus the true candidate posterior.""" + sample = draw_stable_feature_batch( + rng, size, priors, scenario.incumbent_signal, scenario.innovation_signal + ) + batch = StableBatch( + labels=sample.labels, + incumbent_probability=incumbent.predict_proba(sample.incumbent_features), + candidate_probability=candidate.predict_proba( + np.column_stack([sample.incumbent_features, sample.innovation_features]) + ), + ) + return batch, sample.candidate_probability + + +def _interpolate(batch: StableBatch, alpha: float) -> np.ndarray: + return ( + (1 - alpha) * batch.incumbent_probability + alpha * batch.candidate_probability + ).argmax(axis=1) + + +def _historical_prices(history: StableBatch, alpha: float) -> np.ndarray: + """Learn queue prices on history at interpolation's movement share there.""" + incumbent = history.incumbent_probability.argmax(axis=1) + n_queues = history.candidate_probability.shape[1] + budget = queue_shift( + np.bincount(_interpolate(history, alpha), minlength=n_queues), + np.bincount(incumbent, minlength=n_queues), + ) + result = solve_assignment(1 - history.candidate_probability, incumbent, budget) + if result.queue_prices is None: + raise RuntimeError("flow solve did not return queue prices") + return result.queue_prices + + +def run(args: argparse.Namespace) -> tuple[pd.DataFrame, pd.DataFrame]: + """Run every scenario and regime; return release and planning rows.""" + scenarios = [s for s in SCENARIOS if s.name in args.scenarios] + regimes = [r for r in REGIMES if r.name in args.regimes] + if len(scenarios) != len(args.scenarios) or len(regimes) != len(args.regimes): + raise ValueError("unknown scenario or regime name") + alphas = np.linspace(0, 1, args.alpha_points) + seeds = np.random.SeedSequence(args.seed).spawn(len(scenarios)) + release_rows: list[dict] = [] + result_rows: list[dict] = [] + + for scenario, seed in zip(scenarios, seeds, strict=True): + rng = np.random.default_rng(seed) + n_queues = len(scenario.priors) + for repetition in range(args.repetitions): + old = draw_stable_feature_batch( + rng, + args.training_size, + scenario.incumbent_priors, + scenario.incumbent_signal, + scenario.innovation_signal, + ) + new = draw_stable_feature_batch( + rng, + args.training_size, + scenario.priors, + scenario.incumbent_signal, + scenario.innovation_signal, + ) + incumbent_model = _fit(old.incumbent_features, old.labels, n_queues) + candidate_model = _fit( + np.column_stack([new.incumbent_features, new.innovation_features]), + new.labels, + n_queues, + ) + history, _ = _score( + incumbent_model, + candidate_model, + rng, + args.release_size, + scenario.priors, + scenario, + ) + decision = release_decision(history) + release_rows.append( + {**decision, "scenario": scenario.name, "repetition": repetition} + ) + if not decision["accepted"]: + continue + prices = {alpha: _historical_prices(history, alpha) for alpha in alphas} + + for regime in regimes: + for batch_index in range(regime.batches): + priors = scenario.priors + if regime.concentration is not None: + priors = rng.dirichlet(regime.concentration * scenario.priors) + priors = np.clip(priors, 1e-6, None) + priors = priors / priors.sum() + batch, truth = _score( + incumbent_model, + candidate_model, + rng, + regime.size, + priors, + scenario, + ) + incumbent = batch.incumbent_probability.argmax(axis=1) + raw_shift = queue_shift( + np.bincount( + batch.candidate_probability.argmax(axis=1), + minlength=n_queues, + ), + np.bincount(incumbent, minlength=n_queues), + ) + for alpha in alphas: + offsets = ( + 1 - batch.candidate_probability + prices[alpha][None, :] + ).argmin(axis=1) + metrics = evaluate_matched_budget( + incumbent, + (1 - alpha) * batch.incumbent_probability + + alpha * batch.candidate_probability, + batch.candidate_probability, + batch.labels, + true_probability=truth, + include_joint=regime.size <= MAX_JOINT_BATCH, + extra_assignments={"offsets": offsets}, + ) + # Prices carry no budget guarantee, so also solve at the + # movement they actually used to measure their suboptimality. + at_offsets_shift = solve_assignment( + 1 - batch.candidate_probability, + incumbent, + int(metrics["offsets_moved_load"]), + ) + result_rows.append( + { + **metrics, + "offsets_shift_optimum_true_value": float( + truth[ + np.arange(regime.size), + at_offsets_shift.labels, + ].mean() + ), + "scenario": scenario.name, + "regime": regime.name, + "repetition": repetition, + "batch": batch_index, + "alpha": float(alpha), + "raw_move_share": raw_shift / regime.size, + } + ) + return pd.DataFrame(release_rows), pd.DataFrame(result_rows) + + +def parse_args() -> argparse.Namespace: + """Parse command-line arguments.""" + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--repetitions", type=int, default=30) + parser.add_argument("--training-size", type=int, default=3_000) + parser.add_argument("--release-size", type=int, default=2_000) + parser.add_argument("--alpha-points", type=int, default=5) + parser.add_argument("--seed", type=int, default=20261006) + parser.add_argument("--scenarios", nargs="+", default=[s.name for s in SCENARIOS]) + parser.add_argument("--regimes", nargs="+", default=[r.name for r in REGIMES]) + parser.add_argument("--outdir", type=Path, default=Path("results/regimes")) + return parser.parse_args() + + +def main() -> None: + """Run the regime map and save raw outputs before any analysis.""" + args = parse_args() + if min(args.repetitions, args.training_size, args.release_size) <= 0: + raise ValueError("sample counts must be positive") + if args.alpha_points < 2: + raise ValueError("alpha-points must be at least two") + release, results = run(args) + args.outdir.mkdir(parents=True, exist_ok=True) + release.to_csv(args.outdir / "release.csv", index=False) + # Gzip keeps the checked-in table under the repository's large-file limit; + # a fixed mtime keeps the compressed bytes reproducible. + results.to_csv( + args.outdir / "matched_budget.csv.gz", + index=False, + compression={"method": "gzip", "mtime": 0}, + ) + print(release.groupby("scenario")["accepted"].agg(["sum", "count", "mean"])) + print(f"wrote {len(results):,} rows to {args.outdir}") + + +if __name__ == "__main__": + main() diff --git a/experiments/tests/test_regimes.py b/experiments/tests/test_regimes.py new file mode 100644 index 0000000..98d4b68 --- /dev/null +++ b/experiments/tests/test_regimes.py @@ -0,0 +1,31 @@ +"""Tests for the regime-map simulation.""" + +import argparse + +from experiments.analyze_regimes import load_lock_cost, summarize +from experiments.run_regimes import MAX_JOINT_BATCH, run + + +def test_small_regime_run_satisfies_invariants() -> None: + args = argparse.Namespace( + repetitions=1, + training_size=1_500, + release_size=500, + alpha_points=3, + seed=11, + scenarios=["stable", "confused_pair"], + regimes=["small_volatile", "large_stable"], + ) + release, results = run(args) + assert len(release) == 2 + summary = summarize(release, results) + assert set(summary["alpha"]) == {0.0, 0.5, 1.0} + large = results[results["regime"] == "large_stable"] + assert (large["n_cases"] > MAX_JOINT_BATCH).all() + assert large["joint_moved_load"].isna().all() + small = results[results["regime"] == 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+\input{generated/regimes_numbers.tex} \title{Queue Shift: Updating Classifiers Under a Staffing Budget} \author{Gaurav Sood} @@ -25,18 +26,19 @@ \begin{abstract} When a classifier routes cases to specialized queues, a model update changes both prediction -accuracy and the distribution of work. Existing backward-compatibility methods usually count -case-level changes or negative flips. Those measures do not identify how much workload must move -between queues. I define queue shift as half the $L_1$ distance between incumbent and proposed -queue totals, then choose the batch assignment that maximizes candidate-model probability subject -to a queue-shift budget. The problem is a minimum-cost flow and therefore has an integral global -optimum. At the movement budget generated by any comparison assignment, including any point on a -negative-flip-rate interpolation path, the proposed assignment weakly improves total candidate -score. With true conditional probabilities, this is a guarantee for conditional expected -accuracy; with estimated scores, a simple error term bounds the possible reversal. Simulations -with independently estimated models illustrate the result after an out-of-sample release gate. -They are not used to claim a universal effect size. The contribution is an incumbent-relative -operational constraint and a matched-budget guarantee, not a new transport solver. +accuracy and the distribution of work. Backward-compatibility methods count negative flips, which +do not identify how much work must move between queues. I define queue shift as half the $L_1$ +distance between incumbent and proposed queue totals, and choose the batch assignment that +maximizes candidate-model probability subject to budgets on queue shift and on expected negative +flips. Without the flip budget, or with a flip penalty, the problem is a minimum-cost flow with an +integral optimum; with a hard flip budget it is a small integer program. At the queue shift and +expected flips of any comparison assignment, including any point on a negative-flip-rate +interpolation path, the solution has at least the comparison's expected accuracy under the +candidate's probabilities. The flow optimum is also a per-queue price rule, which links the method +to online allocation and gives the natural low-cost alternative. Simulations then map where the +constraint matters. Holding queue totals fixed costs little when an update mostly reorders cases +and a great deal when it moves real volume between queues. Learned prices nearly match exact +assignment in accuracy but miss the movement budget in most batches. \end{abstract} \section{The operational problem} @@ -80,37 +82,68 @@ \section{The operational problem} $(0,3)$, so its queue shift is two. The second keeps loads at $(2,1)$, so its queue shift is zero. Accuracy, NFR, and total label churn are identical, but the staffing implications differ. -This metric is intentionally narrow. It treats a case as one unit of workload and queue totals as -the operational state. Applications with different service times, skills, or service-level costs -need a richer capacity model. The present result isolates the common case in which predicted class -determines a staffed queue. +Counting cases treats a billing ticket and a fraud investigation as the same amount of work. +Staffing cares about hours or money. Let $c_k\geq 0$ be the price of one case in queue $k$: one for +a case count, average handle time for hours, average cost per case for money. The cases are the +currency and $c_k$ is the exchange rate. The workload shift +\[ + \shift_c(z;m)=\sum_{k=1}^K c_k\,[n_k(z)-m_k]_+ +\] +prices the work added to queues beyond their incumbent loads. Work removed from one queue earns no +credit against work added to another, because staff are not interchangeable across queues. With +$c_k=1$, $\shift_c=\shift$. Per-queue averages ignore variation in handling time within a queue +and differences in skill; the model keeps predicted class as the unit that determines a staffed +queue. -\section{Assignment under a queue-shift budget} +\section{Assignment under movement and flip budgets} Let $p_{ik}$ be the candidate model's probability that case $i$ belongs in queue $k$. For any assignment $z$, define its average candidate score as \[ \valuefn_p(z)=\frac{1}{n}\sum_{i=1}^n p_{i,z_i}. \] -Given an integer movement budget $B$, Queue Shift solves +Queue totals are not the only thing an update disturbs. Each case $i$ that leaves its incumbent +queue $a_i$ is a changed decision, and it is a negative flip exactly when its true class is $a_i$. +Give each case a nonnegative weight $w_i$ and define the flip load +\[ + F_w(z)=\sum_{i=1}^n w_i\,\mathbf{1}\{z_i\neq a_i\}. +\] +Two weights matter. With $w_i=1$, $F_w$ counts changed labels. With $w_i=p_{i,a_i}$, $F_w$ is the +expected number of negative flips under the candidate's probabilities, because a moved case is a +negative flip with probability $p_{i,a_i}$. Neither weight uses labels. Given an integer movement +budget $B$ and a flip budget $C$, Queue Shift solves \begin{equation} - z^*(B)\in\arg\max_z \valuefn_p(z) - \quad\text{subject to}\quad \shift(z;m)\leq B. + z^*(B,C)\in\arg\max_z \valuefn_p(z) + \quad\text{subject to}\quad \shift(z;m)\leq B,\quad F_w(z)\leq C. \label{eq:assignment} \end{equation} - -The optimization is a minimum-cost flow. A source sends one unit through each case node. Every -case connects to every queue with cost $1-p_{ik}$. Queue $k$ sends up to $m_k$ units directly to -the sink at no movement cost. Additional units pass through one shared overflow node, whose edge +Setting $C=\infty$ gives the movement-only problem. The dominance result and error bounds +below hold with the priced workload shift $\shift_c$ in place of $\shift$; the queue-price result +needs the flow form. Equal prices keep that form, with the overflow +capacity $B/c$; unequal prices turn the movement budget into a weighted side constraint, solved, +like the flip budget, as an exact integer program. + +The movement-only problem is a minimum-cost flow. A source sends one unit through each case node. +Every case connects to every queue with cost $1-p_{ik}$. Queue $k$ sends up to $m_k$ units directly +to the sink at no movement cost. Additional units pass through one shared overflow node, whose edge to the sink has capacity $B$. Integer supplies and capacities imply an integral optimum, so the -linear program assigns every case to exactly one queue. +linear program assigns every case to exactly one queue. A flip penalty keeps this structure: +maximizing $\valuefn_p(z)-\lambda F_w(z)/n$ only adds $\lambda w_i$ to the cost of every arc from +case $i$ to a queue other than $a_i$. A hard flip budget does not. It adds one constraint that +couples all cases, the linear relaxation can be fractional, and the problem must be solved as an +integer program. With HiGHS at a zero optimality gap, a 300-case, 15-queue batch takes well under +a second and a 2,000-case batch a few seconds; the penalty form solves the same 2,000-case batch in +under a tenth of a second. The two forms agree where they meet. A penalty solution $z_\lambda$ is +optimal for the hard problem at $C=F_w(z_\lambda)$, since any assignment with no more flip load and +a higher score would also have a higher penalized objective. The transport construction itself is established. Probability-based label allocation and classification under capacity constraints already use transport or mathematical programming -\citep{tai2021sinkhorn,rabkin2024resource}. More broadly, predict-then-optimize methods incorporate -downstream decisions into predictive systems \citep{elmachtoub2022smart}. The contribution here is -the incumbent-relative queue-shift constraint and the comparison it permits with model-update -compatibility rules. +\citep{tai2021sinkhorn,rabkin2024resource}, and predict-then-optimize methods incorporate +downstream decisions into predictive systems \citep{elmachtoub2022smart}. Work on prediction churn +asks which updates change individual decisions \citep{traeuble2021backward,watsondaniels2024churn}. +The contribution here is the incumbent-relative pair of constraints, one on queue totals and one +on individual decisions, and the like-for-like comparison it permits with compatibility rules. \subsection{A matched-budget guarantee} @@ -119,140 +152,272 @@ \subsection{A matched-budget guarantee} p^{\alpha}_{ik}=(1-\alpha)p^0_{ik}+\alpha p^1_{ik}, \] where $p^0$ and $p^1$ are incumbent and candidate probabilities. Its hard assignment $b^\alpha$ -traces a path from the incumbent to the raw candidate as $\alpha$ moves from zero to one. This is -a strong baseline because a deployment team can select a point that meets an NFR target while -retaining validation accuracy. Queue Shift does not need to dispute that selection rule. It takes -the resulting movement $B_\alpha=\shift(b^\alpha;m)$ as its budget. +traces a path from the incumbent to the raw candidate as $\alpha$ moves from zero to one. A +deployment team can select a point that meets an NFR target while retaining validation accuracy. +Queue Shift takes that point's movement and expected negative flips as its budgets. -\begin{proposition}[Dominance at matched queue movement] -For any baseline assignment $b$, set $B=\shift(b;m)$. Then +\begin{proposition}[Dominance at matched movement and flips] +For any baseline assignment $b$ and weights $w$, set $B=\shift(b;m)$ and $C=F_w(b)$. Then +$z^*=z^*(B,C)$ satisfies \[ - \valuefn_p(z^*(B))\geq \valuefn_p(b). + \valuefn_p(z^*)\geq \valuefn_p(b),\qquad \shift(z^*;m)\leq \shift(b;m),\qquad + F_w(z^*)\leq F_w(b). \] \end{proposition} \begin{proof} -The baseline $b$ is feasible for Equation~\ref{eq:assignment} by the definition of $B$. An optimum -cannot have lower objective value than a feasible comparison assignment. +The baseline is feasible for Equation~\ref{eq:assignment} by the definition of $B$ and $C$. An +optimum cannot have a lower objective value than a feasible comparison assignment, and every +feasible assignment satisfies both budgets. \end{proof} -The proposition applies to every NFR interpolation point and, in fact, to any update assignment. -It is not a simulation result. The raw candidate endpoint yields equality in candidate score -because choosing the highest-probability queue separately for every case is unconstrained-score -optimal. At budget zero, however, Queue Shift can exchange cases while preserving all incumbent -queue totals. - -If $p_{ik}$ is the true conditional probability of class $k$, then $\valuefn_p(z)$ is conditional -expected accuracy. The proposition therefore gives an expected-accuracy guarantee. Estimated -probabilities require more care. Let $q_{ik}$ denote the true conditional probabilities and -$e_{ik}=q_{ik}-p_{ik}$. For $z^*=z^*(B)$ and baseline $b$, +The proof is one line; the content is in what is matched. With $w_i=p_{i,a_i}$, Queue Shift moves +no more work between queues, risks no more expected negative flips, and has no lower expected +accuracy than the baseline, all under the candidate's probabilities. Matching movement alone, the +special case $C=\infty$, drops the protection an NFR rule exists to provide. In the simulations +below, the movement-only solution keeps at least \QSZeroNFRRawShareMin\% of the raw candidate's +negative-flip rate even at zero movement. A comparison at matched movement alone is therefore not +like for like. + +If $p_{ik}$ is the true conditional probability of class $k$, $\valuefn_p(z)$ is conditional +expected accuracy and $F_w$ with $w_i=p_{i,a_i}$ is the conditional expected number of negative +flips. Estimated probabilities require more care. Let $q_{ik}$ denote the true conditional +probabilities, $e_{ik}=q_{ik}-p_{ik}$, and $D=\{i:z^*_i\neq b_i\}$. Cases outside $D$ contribute +the same error to both assignments, so \begin{equation} \valuefn_q(z^*)-\valuefn_q(b) \geq \valuefn_p(z^*)-\valuefn_p(b) - -\frac{1}{n}\sum_{i=1}^n + -\frac{1}{n}\sum_{i\in D} \left(|e_{i,z_i^*}|+|e_{i,b_i}|\right). \label{eq:error-bound} \end{equation} -Thus score dominance is exact, while accuracy dominance depends on probability quality. A uniform -error bound $|e_{ik}|\leq\varepsilon$ simplifies the final term to $2\varepsilon$. The bound is -conservative, but it states precisely what a deployment validation must establish. - -\section{Estimated-model validation} - -The simulation asks whether the matched-budget advantage remains visible when both classifiers -are fitted from finite historical data. It does not estimate an effect for real support teams. -The full design is recorded in \texttt{validation\_plan.md}, and every reported result is generated -from checked-in seeded outputs. - -Five queues have unequal base rates. Labels and features come from a fixed Gaussian population. -The incumbent is a multinomial logistic regression fitted on one signal block. The candidate is -fitted on that block plus an independent innovation block. An update enters the planning exercise -only if the raw candidate is more accurate on an independent sample of 2,000 labeled cases. This -sample can be interpreted as out-of-time release data when the data-generating process is stable. -The later planning batches are not labeled when assignments are chosen. - -The scenarios vary historical sample size, innovation strength, and candidate-score temperature. -The last perturbation changes the scores used in Equation~\ref{eq:assignment} without changing hard -candidate predictions. Each scenario contains 50 independently trained model pairs, four future -batches per accepted pair, and 300 cases per batch. Uncertainty is computed across model pairs -after averaging their planning batches. - -Figure~\ref{fig:estimated-validation} compares Queue Shift with NFR interpolation at exactly the -same realized queue movement. At $\alpha=0.5$, mean conditional expected gains range from 0.15 to -3.03 percentage points across the five scenarios. Mean realized gains range from 0.18 to 2.95 -points. The weakest case has a realized 95\% interval that crosses zero. At $\alpha=0$, preserving -all incumbent queue totals still permits gains because cases can exchange queue slots. Candidate -updates pass the release gate in at least \ValidationMinAcceptance{} of trained pairs. +The same argument bounds the flip budget's error. Each moved case $i$ contributes $q_{i,a_i}$ +rather than $p_{i,a_i}$ to the true expected flip load, so true expected negative flips exceed +planned ones by at most $\sum_{i:z^*_i\neq a_i}|e_{i,a_i}|$. Neither bound can be computed in +deployment, because $q$ is unobserved, and both are loose in our simulations. Their use is +diagnostic. Errors matter only on the cases the method moves, so the calibration worth checking +is calibration on those cases. Replaying the solver on labeled history measures it directly. + +\subsection{Queue prices} + +The flow form has a second reading that matters for practice. + +\begin{proposition}[Queue prices] +For any $B$ and penalty $\lambda\ge 0$, there are prices $u_1,\ldots,u_K$ such that the +penalized flow optimum assigns every case to a queue that maximizes +\[ + p_{ik}-\lambda w_i\mathbf{1}\{k\neq a_i\}-u_k. +\] +\end{proposition} + +\begin{proof} +The prices are the optimal dual values (node potentials) of the queue nodes. Complementary +slackness for minimum-cost flow requires every arc carrying flow to have zero reduced cost and +every empty arc nonnegative reduced cost. For the arcs leaving case $i$, this is the stated +maximization. +\end{proof} + +The optimum is thus a per-queue threshold rule: subtract a price from each queue's probability and +take the best queue. The price falls on probabilities, not logits. Ties among the maximizing queues +occur only for marginal cases; in our checks they never involve more than one case per queue. The +solver returns these prices. + +Two consequences follow. First, prices learned on history and then applied case by case are the +natural low-cost competitor. This is the primal-dual approach to online allocation, which learns +dual prices on early arrivals and uses them on later ones \citep{devanur2009adwords,agrawal2014online}, +and it is how a routing system that cannot wait for a batch would deploy Queue Shift. Second, +learned prices carry no guarantee for a given batch. Prices fitted to one mix of cases move the +wrong amount of work when the next batch has a different mix. Section~\ref{sec:regimes} measures +how much this matters. + +\section{When the constraint binds} +\label{sec:regimes} + +The propositions hold for any scores. Whether they matter depends on how far the candidate's +predicted queue mix is from the incumbent's, how much of that difference the organization can +absorb, and whether assignments can wait for a batch. This section names the settings where these +conditions arise and uses simulation to show how large the effects can be. The simulations +illustrate mechanisms; they do not estimate magnitudes for any organization. + +\paragraph{Where queue totals are fixed in the short run.} +Queue Shift is useful only when work routed to a queue must be handled by staff assigned to that +queue over the planning horizon. That describes support desks staffed by skill or product, content +moderation queues organized by policy area or language, insurance claims and fraud review tiers, +and compliance alert review. In each, rosters are set days ahead and cross-training is partial. It +does not describe a pool of interchangeable agents, where only total volume matters. Assignment +must also be able to wait for a batch, such as an overnight backlog or a daily review queue. Live +routing of one case at a time can use only the price rule of Proposition~2. + +\paragraph{Mechanisms that move volume.} +Four scenarios make the candidate's predicted mix differ from the incumbent's in different ways. +\emph{Stable}: five queues with unequal base rates; the candidate adds an independent signal that +sharpens every class. \emph{Confused pair}: the incumbent barely separates the two largest queues, +as with billing and technical tickets, and the candidate's new feature separates them; volume moves +between those queues in a consistent direction. \emph{Stale priors}: demand changed after the +incumbent was trained, as after a product launch, and the candidate was trained on recent data; +here the candidate's mix is closer to the truth, and holding the incumbent's totals preserves an +outdated plan; the budget then limits how much of the needed change happens before staffing +catches up. \emph{Specialist +queues}: fifteen queues with Zipf-distributed base rates, where small queues have little slack. +Each scenario crosses four batch regimes: 2,000 or 300 cases with a fixed class mix, and 300 or 100 +cases whose class mix is redrawn for every batch from a Dirichlet distribution around the base +rates. Every scenario uses 30 independently trained pairs of multinomial logistic models, released +only after the candidate wins on an independent 2,000-case sample. Raw candidate queue shift ranges +from \RegimeRawShiftMin\% to \RegimeRawShiftMax\% of cases. + +\paragraph{Matching flips changes the comparison.} +Figure~\ref{fig:regimes-frontier} shows every method in the 300-case fixed-mix regime. Matched on +queue shift alone (blue), Queue Shift appears to dominate interpolation by a wide margin at small +budgets. Its negative-flip rate shows why. At zero movement, where interpolation keeps the +incumbent and has no flips, movement-only Queue Shift flips \QSZeroNFRMin--\QSZeroNFRMax\% of the +cases the incumbent got right, at least \QSZeroNFRRawShareMin\% of the raw candidate's rate. Matched +on both queue shift and expected negative flips (green), the realized negative-flip rate stays +within \JointNFRGapMax{} points of interpolation's, and the true accuracy gain over interpolation is +\JointQuarterGainMin--\JointQuarterGainMax{} points at $\alpha=0.25$ and +\JointHalfGainMin--\JointHalfGainMax{} points at $\alpha=0.5$ across scenarios and batch regimes. At +$\alpha=0$ the flip budget is zero and both methods keep the incumbent. This like-for-like gain is +smaller than the movement-only gain, and it is the relevant one when an NFR target is binding. \begin{figure}[H] \centering - \includegraphics[width=0.96\linewidth]{figures/estimated_validation.pdf} - \caption{Queue Shift gain over NFR interpolation at matched queue movement. Points are means - across independently trained, accepted model updates; bars are 95\% normal intervals. Conditional - expected accuracy uses the simulation's true probabilities and is not observable in deployment.} - \label{fig:estimated-validation} + \includegraphics[width=\linewidth]{figures/regimes_frontier.pdf} + \caption{True accuracy gain over the incumbent (top) and realized negative-flip rate (bottom) + against queue shift, 300-case batches with a fixed class mix. Interpolation and both Queue Shift + arms are evaluated at interpolation's queue shift for $\alpha\in\{0,0.25,0.5,0.75,1\}$; historical + prices are plotted at the queue shift they actually produced. Means across 30 trained model + pairs.} + \label{fig:regimes-frontier} \end{figure} -The stress test also shows the limit of the claim. Under weak innovation at $\alpha=0.75$, the -mean conditional expected gain is approximately zero and slightly negative before rounding. At -$\alpha=1$, all scenarios satisfy the required score and accuracy equality. These results are -consistent with Equation~\ref{eq:error-bound}: optimizing noisy probabilities can lose a small -amount of true value when the available score advantage is nearly exhausted. +\paragraph{What holding queue totals costs.} +Table~\ref{tab:lock-cost} reports the accuracy lost by holding every queue total fixed, relative +to deploying the raw candidate. The cost depends on the mechanism, not on the size of the update. +When an update mostly reorders cases within a stable mix (the stable and specialist scenarios with +fixed-mix batches), zero movement costs \LockReorderMin--\LockReorderMax{} points and keeps at least +\LockReorderKeptMin\% of the update. When the update legitimately moves volume (confused pair and +stale priors), it costs \LockVolumeMin--\LockVolumeMax{} points and keeps only +\LockVolumeKeptMin--\LockVolumeKeptMax\%. Small, volatile batches raise the cost even for +reordering updates, to \LockSmallMin--\LockSmallMax{} points, because the incumbent's totals on a +small batch track noise as well as demand. The constraint is nearly free in the first case and a +real tradeoff in the second, which is where a nonzero budget, chosen with the staffing plan, earns +its keep. An earlier hypothesis that the matched-budget gain over interpolation grows with the raw +candidate's queue shift is not supported (Figure~\ref{fig:mix-gap}); the mechanism matters +more than the size of the shift. + +\input{generated/regimes_lock_cost.tex} + +\paragraph{Prices versus exact assignment.} +Proposition~2 suggests a cheaper rule: learn queue prices once on history and apply them case by +case. Table~\ref{tab:offsets} compares this rule with exact per-batch assignment at interpolation's +$\alpha=0.5$ budget. The prices are close to optimal for the movement they produce, falling short +of the exact assignment at that movement by at most \OffsetsSuboptMax{} points anywhere in the +design. But they do not control movement. At $\alpha=0.5$ they exceed the batch's budget in +\OffsetsOverBudgetHalfMin--\OffsetsOverBudgetHalfMax\% of batches, and at zero movement they move +\OffsetsOverZeroMin--\OffsetsOverZeroMax\% of cases. The overshoot is largest for small, volatile +batches and many small queues. The practical division is therefore clear. Where a budget must hold +in every batch, solve each batch exactly. Where routing is online or the budget is a soft average, +prices from Queue Shift are a sound approximation, and the exact solver supplies them. + +\input{generated/regimes_offsets.tex} \section{What a deployment would validate} A practical rollout separates model release from batch assignment. First, compare the raw candidate with the incumbent on later labeled data and reject candidates that do not improve the -chosen predictive criterion. Second, choose an operational queue-shift budget. An existing NFR -rule can supply that budget, or managers can state it directly. Third, solve -Equation~\ref{eq:assignment} on each planning batch using candidate probabilities. Finally, monitor -queue loads by construction and evaluate accuracy when labels arrive. - -The mathematical guarantee needs no labels at assignment time, but the expected-accuracy -interpretation needs useful probability scores. Reliability plots, proper scoring rules, and -out-of-time replay can diagnose that condition. Equation~\ref{eq:error-bound} also suggests a -direct sensitivity analysis: perturb candidate scores within an empirically plausible error set -and report how often the chosen assignment changes or loses value. - -Three limitations matter before public claims become broad. First, the experiments assume a stable -population. They test a model innovation, not demand drift. Second, queue shift measures net load -redistribution, not the identities of workers or cases. Third, the evidence is synthetic. A field -study should report service times, queue-specific capacity, forecast horizon, and realized -staffing actions. Until then, the supported claim is the optimization guarantee and a simulation -showing that estimated scores can retain an advantage over the NFR-interpolation baseline. +chosen predictive criterion. Second, measure the raw candidate's queue shift and the cost of +holding queue totals on replayed history; if both are small, the constraint is nearly free and +the budget can be tight. Third, choose the two budgets: queue movement from the staffing plan, and +expected negative flips from an existing NFR target or the interpolation point that meets it. +Fourth, solve Equation~\ref{eq:assignment} on each planning batch. Finally, monitor queue loads, +which hold by construction, and evaluate accuracy and negative flips when labels arrive. + +The matched-budget guarantee needs no labels at assignment time, but its accuracy and flip +interpretation needs useful probability scores on the cases the solver moves. Reliability plots +restricted to moved cases, proper scoring rules, and out-of-time replay can check that condition. + +Three limitations matter before claims become broad. First, workload is priced by queue averages; +case-specific handling times and skill constraints within a queue are outside the model. Second, the +evidence is synthetic, with correctly specified logistic models except where scores are rescaled. +Third, the comparison is with one compatibility rule. A field study should report service times, +queue-specific capacity, forecast horizon, and realized staffing actions, and should compare with +the compatibility method the organization actually uses. \section{Conclusion} -For routing classifiers, compatibility is partly an allocation problem. NFR can remain valuable -for protecting individual decisions, but it cannot substitute for a measure of queue totals. -Queue Shift makes the operational constraint explicit and optimizes within it. The method weakly -dominates any comparison assignment under the common candidate score at the same queue movement, -and probability error determines whether that advantage transfers to true accuracy. This result -is modest, exact, and testable. It is a better foundation for deployment than treating a simulated -headline magnitude as a fact. +For routing classifiers, compatibility is partly an allocation problem. Negative flips protect +individual decisions; queue shift protects the staffing plan. Queue Shift optimizes within both +and, at the same movement and expected flips as any comparison assignment, has at least its +expected accuracy under the candidate's probabilities. The flow optimum is a price rule, which +gives online routing a principled approximation. The simulations locate where this matters. When +an update reorders cases, holding queue totals is nearly free; when it moves volume, holding them +is costly and the budget should be set together with staffing. The result is modest, exact, and +testable. + +\bibliographystyle{apalike} +\bibliography{references} \appendix -\section{Oracle-posterior experiment} +\section*{Appendix} +\addcontentsline{toc}{section}{Appendix} +\renewcommand{\thesubsection}{A.\arabic{subsection}} +\setcounter{figure}{0} +\setcounter{table}{0} +\renewcommand{\thefigure}{A.\arabic{figure}} +\renewcommand{\thetable}{A.\arabic{table}} + +\subsection{Estimated-model validation} + +This experiment stress-tests probability quality in the stable five-queue setting. The incumbent is +a multinomial logistic regression fitted on one signal block; the candidate is fitted on that block +plus an independent innovation block. Scenarios vary historical sample size, innovation strength, +and candidate-score temperature, which changes the scores used by the solver without changing hard +predictions. Each scenario has 50 trained pairs released after an independent accuracy win, four +300-case planning batches per pair, and uncertainty computed across pairs. The full design is in +\texttt{validation\_plan.md}. Table~\ref{tab:estimated-validation} reports both Queue Shift arms. +Candidate updates pass the release gate in at least \ValidationMinAcceptance{} of trained pairs. + +\begin{figure}[H] + \centering + \includegraphics[width=0.96\linewidth]{figures/estimated_validation.pdf} + \caption{Movement-only Queue Shift gain over NFR interpolation at matched queue movement. Points + are means across independently trained, accepted model updates; bars are 95\% normal intervals. + Conditional expected accuracy uses the simulation's true probabilities.} + \label{fig:estimated-validation} +\end{figure} + +\input{generated/estimated_summary.tex} + +\subsection{Oracle-posterior experiment} As a mechanical check, an oracle experiment supplies the exact incumbent and candidate posteriors -from the same stable Gaussian population. The candidate observes an additional independent signal -and is released after an independent accuracy win. Figure~\ref{fig:oracle} shows the full matched -movement path. At the zero-movement endpoint, Queue Shift gains \ZeroMoveGain{} percentage points; -at the raw candidate endpoint, the gain is zero. These magnitudes describe this data-generating -process only. +from the same stable Gaussian population. Figure~\ref{fig:oracle} and Table~\ref{tab:stable-update} +show the full matched path. At zero movement, movement-only Queue Shift gains \ZeroMoveGain{} +points of realized accuracy over the incumbent but flips \ZeroMoveOperationalNFR{} of the cases +the incumbent got right, where interpolation flips none. At $\alpha=0.2$, matched on both queue +shift and expected flips, Queue Shift flips \LowAlphaJointNFR{} against interpolation's +\LowAlphaInterpNFR{} and gains \LowAlphaJointGain{} points. \begin{figure}[H] \centering \includegraphics[width=0.82\linewidth]{figures/oracle_frontier.pdf} - \caption{Oracle-posterior comparison at matched queue movement. Bands are 95\% normal intervals + \caption{Oracle-posterior comparison at matched constraints. Bands are 95\% normal intervals across independently generated updates.} \label{fig:oracle} \end{figure} -\input{generated/estimated_summary.tex} \input{generated/oracle_summary.tex} -\bibliographystyle{apalike} -\bibliography{references} +\subsection{Raw queue shift and the matched-budget gain} + +\begin{figure}[H] + \centering + \includegraphics[width=0.6\linewidth]{figures/regimes_mix_gap.pdf} + \caption{Gain over interpolation at $\alpha=0.5$ against the raw candidate's queue shift. Each + point is one scenario and batch regime (marker shape gives the scenario); bars are 95\% normal + intervals across trained pairs. The joint arm is not computed for 2,000-case batches. The gain + does not rise with the raw shift.} + \label{fig:mix-gap} +\end{figure} + \end{document} diff --git a/paper/references.bib b/paper/references.bib index 144b34d..f4433d5 100644 --- a/paper/references.bib +++ b/paper/references.bib @@ -72,3 +72,28 @@ @inproceedings{traeuble2021backward volume={34}, year={2021} } + +@article{agrawal2014online, + title={A Dynamic Near-Optimal Algorithm for Online Linear Programming}, + author={Agrawal, Shipra and Wang, Zizhuo and Ye, Yinyu}, + journal={Operations Research}, + volume={62}, + number={4}, + pages={876--890}, + year={2014} +} + +@inproceedings{devanur2009adwords, + title={The Adwords Problem: Online Keyword Matching with Budgeted Bidders under Random Permutations}, + author={Devanur, Nikhil R. and Hayes, Thomas P.}, + booktitle={Proceedings of the 10th ACM Conference on Electronic Commerce}, + year={2009} +} + +@misc{watsondaniels2024churn, + title={Predictive Churn with the Set of Good Models}, + author={Watson-Daniels, Jamelle and Calmon, Flavio du Pin and D'Amour, Alexander and Long, Carol and Parkes, David C. and Ustun, Berk}, + year={2024}, + eprint={2402.07745}, + archivePrefix={arXiv} +} diff --git a/paper/validation_plan.md b/paper/validation_plan.md index 0ec5dd3..9d286bc 100644 --- a/paper/validation_plan.md +++ b/paper/validation_plan.md @@ -11,9 +11,11 @@ candidate uses the incumbent block plus a new signal block. The candidate is rel is more accurate on an independent labeled release sample. On later, unlabeled planning batches, the comparison policy interpolates the incumbent and -candidate probabilities. This is the strong negative-flip-rate baseline. For every interpolation -weight, Queue Shift receives exactly the queue-movement budget used by the baseline. Both policies -are scored only after their assignments are fixed. +candidate probabilities. This is the negative-flip-rate baseline. For every interpolation weight, +Queue Shift is solved twice: with exactly the baseline's queue-movement budget, and with that +budget plus the baseline's expected negative flips under the candidate's probabilities. All +policies are scored only after their assignments are fixed, and every table reports the realized +negative-flip rate of every policy. The main reported quantity is the mean accuracy difference, in percentage points, between Queue Shift and interpolation at the same queue movement. Planning batches are averaged within each @@ -43,10 +45,12 @@ hard predictions or release decision. The code verifies four statements without sampling tolerance beyond numerical precision: -1. Queue Shift never exceeds the baseline's queue movement. -2. Queue Shift never has lower value under the supplied candidate probabilities. +1. Neither Queue Shift arm exceeds the baseline's queue movement, and the flip-matched arm never + exceeds the baseline's expected negative flips (up to solver tolerance). +2. Neither arm has lower value under the supplied candidate probabilities. 3. The raw-candidate endpoint has zero supplied-score gain. -4. The probability-error lower bound never exceeds the true conditional expected gain. +4. The probability-error lower bound, summed over cases where the two assignments differ, never + exceeds the true conditional expected gain. The analysis reports repetition-level means and 95% normal intervals for conditional expected and realized accuracy. Acceptance rates are reported because rejected candidate models do not enter diff --git a/results/estimated/matched_budget.csv b/results/estimated/matched_budget.csv index c43d90d..561b2e2 100644 --- a/results/estimated/matched_budget.csv +++ b/results/estimated/matched_budget.csv @@ -1,4881 +1,4881 @@ -n_cases,move_budget,baseline_moved_load,operational_moved_load,baseline_move_share,operational_move_share,baseline_churn,operational_churn,baseline_accuracy,operational_accuracy,realized_gain_pp,baseline_common_value,operational_common_value,predicted_gain_pp,incumbent_correct,baseline_nfr_count,operational_nfr_count,baseline_nfr,operational_nfr,baseline_true_value,operational_true_value,conditional_gain_pp,score_error_penalty_pp,robust_lower_bound_pp,alpha,scenario,repetition,batch,release_gain_pp 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-300,11,11,11,0.03666666666666667,0.03666666666666667,80,89,0.5833333333333334,0.5833333333333334,0.0,0.6098517823051665,0.6113687435567058,0.15169612515393283,154,17,20,0.11038961038961038,0.12987012987012986,0.6054144866891785,0.6078008987875675,0.2386412098388968,3.8912804655084314,-3.7395843403544986,0.75,well_estimated,0,1,9.950000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,90,90,0.5866666666666667,0.5866666666666667,0.0,0.6114484019070945,0.6114484019070945,0.0,154,20,20,0.12987012987012986,0.12987012987012986,0.6076405346919901,0.6076405346919901,0.0,3.9317965124543495,-3.9317965124543495,1.0,well_estimated,0,1,9.950000000000003 -300,0,0,0,0.0,0.0,0,87,0.5266666666666666,0.5666666666666667,4.0000000000000036,0.5161154959516393,0.5876938442177198,7.157834826608045,158,0,23,0.0,0.14556962025316456,0.5115439384395135,0.5819451602765003,7.040122183698683,3.7654617815231384,3.392373045084907,0.0,well_estimated,0,2,9.950000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,31,86,0.5566666666666666,0.58,2.3333333333333317,0.5529010045682209,0.5912998580544354,3.8398853486214524,158,6,21,0.0379746835443038,0.13291139240506328,0.5470227494397428,0.5856865056885088,3.8663756248765946,3.8967085121791984,-0.05682316355774608,0.25,well_estimated,0,2,9.950000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,62,92,0.5733333333333334,0.5766666666666667,0.33333333333332993,0.5825818821527782,0.5949608673222582,1.2378985169479995,158,15,24,0.0949367088607595,0.1518987341772152,0.5767760199203362,0.589231482807811,1.2455462887474789,4.034347874837815,-2.7964493578898155,0.5,well_estimated,0,2,9.950000000000003 -300,20,20,20,0.06666666666666667,0.06666666666666667,79,93,0.58,0.5833333333333334,0.33333333333334103,0.5943218423082806,0.5968091485830165,0.24873062747359231,158,20,24,0.12658227848101267,0.1518987341772152,0.5888104436417296,0.591012241871689,0.2201798229959362,4.100349101391843,-3.8516184739182506,0.75,well_estimated,0,2,9.950000000000003 -300,28,28,28,0.09333333333333334,0.09333333333333334,95,95,0.5666666666666667,0.5666666666666667,0.0,0.598080871668844,0.598080871668844,0.0,158,28,28,0.17721518987341772,0.17721518987341772,0.5932708374755027,0.5932708374755027,0.0,4.156073555147906,-4.156073555147906,1.0,well_estimated,0,2,9.950000000000003 -300,0,0,0,0.0,0.0,0,86,0.5033333333333333,0.5833333333333334,8.000000000000007,0.5148861883149505,0.585820443786118,7.09342554711675,151,0,15,0.0,0.09933774834437085,0.5124555642964804,0.5810716251216903,6.8616060825209875,3.9545989929995176,3.1388265541172324,0.0,well_estimated,0,3,9.950000000000003 -300,12,12,12,0.04,0.04,33,88,0.5533333333333333,0.59,3.6666666666666625,0.5601807385609192,0.5959975087515426,3.581677019062335,151,4,18,0.026490066225165563,0.11920529801324503,0.5560177340463532,0.5911759386008321,3.5158204554478822,4.060259075570519,-0.4785820565081842,0.25,well_estimated,0,3,9.950000000000003 -300,15,15,15,0.05,0.05,59,91,0.5733333333333334,0.58,0.6666666666666599,0.582784439887455,0.5971352064599783,1.4350766572523321,151,7,20,0.046357615894039736,0.13245033112582782,0.5780749217274975,0.5916659799549655,1.3591058227467978,4.0897900948920265,-2.6547134376396944,0.5,well_estimated,0,3,9.950000000000003 -300,26,26,26,0.08666666666666667,0.08666666666666667,80,94,0.5833333333333334,0.57,-1.333333333333342,0.5980058967945773,0.599935734637583,0.19298378430057106,151,13,21,0.08609271523178808,0.1390728476821192,0.5935371468963632,0.5936526516002579,0.01155047038947643,4.239766952749213,-4.046783168448642,0.75,well_estimated,0,3,9.950000000000003 -300,34,34,34,0.11333333333333333,0.11333333333333333,99,99,0.57,0.57,0.0,0.6002839837054395,0.6002839837054395,0.0,151,22,22,0.1456953642384106,0.1456953642384106,0.594382307991321,0.594382307991321,0.0,4.28463488354459,-4.28463488354459,1.0,well_estimated,0,3,9.950000000000003 -300,0,0,0,0.0,0.0,0,74,0.56,0.64,7.9999999999999964,0.556629762470219,0.6215842557772365,6.495449330701753,168,0,16,0.0,0.09523809523809523,0.5543520477437598,0.6195321657176039,6.518011797384416,4.326457866460915,2.168991464240838,0.0,well_estimated,1,0,9.800000000000008 -300,10,10,10,0.03333333333333333,0.03333333333333333,25,82,0.5966666666666667,0.6166666666666667,2.0000000000000018,0.5894275461520906,0.624160821427137,3.473327527504644,168,4,23,0.023809523809523808,0.13690476190476192,0.5864268126561599,0.6207224387610326,3.429562610487269,4.345356617336872,-0.8720290898322283,0.25,well_estimated,1,0,9.800000000000008 -300,7,7,7,0.023333333333333334,0.023333333333333334,47,81,0.61,0.6233333333333333,1.3333333333333308,0.609136143489287,0.6236652460750243,1.4529102585737252,168,11,21,0.06547619047619048,0.125,0.6068475437053157,0.6210409471201555,1.4193403414839767,4.4363194059608455,-2.9834091473871203,0.5,well_estimated,1,0,9.800000000000008 -300,12,12,12,0.04,0.04,70,83,0.62,0.6133333333333333,-0.666666666666671,0.6227268435114617,0.624409047549865,0.16822040384033565,168,17,24,0.10119047619047619,0.14285714285714285,0.6203119841882544,0.6208375520584897,0.05255678702352773,4.494160431118767,-4.325940027278431,0.75,well_estimated,1,0,9.800000000000008 -300,19,19,19,0.06333333333333334,0.06333333333333334,86,86,0.6133333333333333,0.6133333333333333,0.0,0.6247352758672633,0.6247352758672633,0.0,168,26,26,0.15476190476190477,0.15476190476190477,0.6212420815711241,0.6212420815711241,0.0,4.441337288700267,-4.441337288700267,1.0,well_estimated,1,0,9.800000000000008 -300,0,0,0,0.0,0.0,0,89,0.5233333333333333,0.5833333333333334,6.000000000000005,0.5417863967059967,0.6103708664656875,6.858446975969079,157,0,19,0.0,0.12101910828025478,0.5371577529543197,0.6025256997209925,6.536794676667279,4.6766498166924535,2.181797159276625,0.0,well_estimated,1,1,9.800000000000008 -300,15,15,15,0.05,0.05,28,89,0.57,0.5866666666666667,1.6666666666666718,0.576738357383609,0.6150387667100549,3.830040932644585,157,4,19,0.025477707006369428,0.12101910828025478,0.570037014932327,0.6079551443025493,3.791812937022232,4.797502727111454,-0.9674617944668693,0.25,well_estimated,1,1,9.800000000000008 -300,12,12,12,0.04,0.04,50,89,0.5833333333333334,0.5866666666666667,0.33333333333332993,0.5984426321312468,0.6145996619670022,1.6157029835755399,157,10,19,0.06369426751592357,0.12101910828025478,0.5906153860128968,0.607401155094135,1.6785769081238189,4.89196689800332,-3.27626391442778,0.5,well_estimated,1,1,9.800000000000008 -300,15,15,15,0.05,0.05,70,89,0.6066666666666667,0.5866666666666667,-2.0000000000000018,0.6102609386341856,0.6150387667100549,0.47778280758692393,157,12,19,0.07643312101910828,0.12101910828025478,0.6046573350906942,0.6079551443025493,0.3297809211855074,4.96791625239559,-4.4901334448086665,0.75,well_estimated,1,1,9.800000000000008 -300,20,20,20,0.06666666666666667,0.06666666666666667,91,91,0.5866666666666667,0.5866666666666667,0.0,0.6153648583147414,0.6153648583147414,0.0,157,20,20,0.12738853503184713,0.12738853503184713,0.6096410584704586,0.6096410584704586,0.0,5.075398515577756,-5.075398515577756,1.0,well_estimated,1,1,9.800000000000008 -300,0,0,0,0.0,0.0,0,82,0.5466666666666666,0.5766666666666667,3.0000000000000027,0.5275076101277786,0.5967507741229864,6.92431639952078,164,0,25,0.0,0.1524390243902439,0.5262331202849301,0.5925203775156135,6.6287257230683405,4.805901855533788,2.118414543986992,0.0,well_estimated,1,2,9.800000000000008 -300,6,6,6,0.02,0.02,28,85,0.55,0.5833333333333334,3.3333333333333326,0.5573208804624926,0.5980849007649038,4.0764020302411215,164,9,25,0.054878048780487805,0.1524390243902439,0.5542761392965743,0.5940857622791595,3.980962298258528,4.900486055068785,-0.8240840248276635,0.25,well_estimated,1,2,9.800000000000008 -300,9,9,9,0.03,0.03,53,87,0.57,0.5866666666666667,1.6666666666666718,0.583732986318055,0.5985524768289122,1.481949051085718,164,15,26,0.09146341463414634,0.15853658536585366,0.5820755027717675,0.5951909705656658,1.3115467793898383,5.06540239239142,-3.5834533413057024,0.5,well_estimated,1,2,9.800000000000008 -300,11,11,11,0.03666666666666667,0.03666666666666667,72,87,0.5766666666666667,0.5866666666666667,1.0000000000000009,0.5971992294219703,0.5988473401818546,0.1648110759884247,164,22,26,0.13414634146341464,0.15853658536585366,0.5946926972182536,0.5959771062954258,0.12844090771721994,5.106626721342841,-4.941815645354416,0.75,well_estimated,1,2,9.800000000000008 -300,21,21,21,0.07,0.07,89,89,0.5733333333333334,0.5733333333333334,0.0,0.5996192500907082,0.5996192500907082,0.0,164,28,28,0.17073170731707318,0.17073170731707318,0.5974027435356256,0.5974027435356256,0.0,5.140855284530316,-5.140855284530316,1.0,well_estimated,1,2,9.800000000000008 -300,0,0,0,0.0,0.0,0,92,0.6,0.6266666666666667,2.6666666666666727,0.5480409876737019,0.6158310212572938,6.779003358359192,180,0,30,0.0,0.16666666666666666,0.5471884199117731,0.612788587475129,6.560016756335585,4.456266641263149,2.322736717096044,0.0,well_estimated,1,3,9.800000000000008 -300,7,7,7,0.023333333333333334,0.023333333333333334,32,92,0.6433333333333333,0.6266666666666667,-1.6666666666666607,0.5887155944925492,0.6201239243570519,3.1408329864502704,180,7,30,0.03888888888888889,0.16666666666666666,0.5871921805298357,0.6180315986854655,3.083941815562985,4.605101374302948,-1.4642683878526777,0.25,well_estimated,1,3,9.800000000000008 -300,17,17,17,0.056666666666666664,0.056666666666666664,52,93,0.62,0.63,1.0000000000000009,0.6058479060746765,0.6227862341749841,1.6938328100307598,180,17,29,0.09444444444444444,0.16111111111111112,0.6048837905456924,0.6217234746776096,1.6839684131917165,4.636382345897752,-2.9425495358669926,0.5,well_estimated,1,3,9.800000000000008 -300,23,23,23,0.07666666666666666,0.07666666666666666,78,91,0.6466666666666666,0.6433333333333333,-0.33333333333332993,0.6215245347473786,0.6235890052708568,0.20644705234782457,180,21,26,0.11666666666666667,0.14444444444444443,0.6213179484133795,0.6231189406036628,0.18009921902832904,4.74754140458867,-4.541094352240846,0.75,well_estimated,1,3,9.800000000000008 -300,28,28,28,0.09333333333333334,0.09333333333333334,91,91,0.6366666666666667,0.6366666666666667,0.0,0.6237703750000136,0.6237703750000136,0.0,180,27,27,0.15,0.15,0.6234169453495962,0.6234169453495962,0.0,4.760992775916007,-4.760992775916007,1.0,well_estimated,1,3,9.800000000000008 -300,0,0,0,0.0,0.0,0,89,0.4766666666666667,0.5566666666666666,7.9999999999999964,0.5206406679911986,0.6124168983355018,9.177623034430326,143,0,19,0.0,0.13286713286713286,0.5133003714255314,0.6009211097254412,8.76207382999098,3.7781723698350893,5.3994506645952365,0.0,well_estimated,2,0,7.15 -300,9,9,9,0.03,0.03,27,94,0.53,0.5566666666666666,2.6666666666666616,0.5636625741429988,0.6189553807006799,5.52928065576811,143,1,21,0.006993006993006993,0.14685314685314685,0.5552154309734895,0.6085564510355587,5.33410200620692,3.907281638444278,1.621999017323832,0.25,well_estimated,2,0,7.15 -300,16,16,16,0.05333333333333334,0.05333333333333334,62,98,0.5533333333333333,0.5633333333333334,1.0000000000000009,0.6076248222032338,0.6216658716579995,1.4041049454765697,143,10,22,0.06993006993006994,0.15384615384615385,0.5973352309939263,0.6109310653246013,1.3595834330675016,4.0063951390809605,-2.6022901936043907,0.5,well_estimated,2,0,7.15 -300,20,20,20,0.06666666666666667,0.06666666666666667,81,98,0.56,0.57,0.9999999999999898,0.6190786294444225,0.6226282106109333,0.3549581166510829,143,16,20,0.11188811188811189,0.13986013986013987,0.608674001638128,0.611995534426756,0.3321532788628012,4.06808068542808,-3.713122568776997,0.75,well_estimated,2,0,7.15 -300,34,34,34,0.11333333333333333,0.11333333333333333,109,109,0.58,0.58,0.0,0.6237340929411118,0.6237340929411118,0.0,143,22,22,0.15384615384615385,0.15384615384615385,0.6125996247251193,0.6125996247251193,0.0,4.136055468727941,-4.136055468727941,1.0,well_estimated,2,0,7.15 -300,0,0,0,0.0,0.0,0,75,0.57,0.6233333333333333,5.333333333333334,0.5531744064463813,0.6182150895260492,6.504068307966793,171,0,22,0.0,0.1286549707602339,0.5450615292736921,0.6088303519610431,6.376882268735096,3.652215113911069,2.8518531940557237,0.0,well_estimated,2,1,7.15 -300,4,4,4,0.013333333333333334,0.013333333333333334,26,74,0.61,0.63,2.0000000000000018,0.5854794595066777,0.6199389357661461,3.4459476259468436,171,5,21,0.029239766081871343,0.12280701754385964,0.5763512256338775,0.6095595356854878,3.320831005161029,3.7137271415473556,-0.26777951560051205,0.25,well_estimated,2,1,7.15 -300,8,8,8,0.02666666666666667,0.02666666666666667,51,76,0.6366666666666667,0.6266666666666667,-1.0000000000000009,0.6132035596512391,0.6210490946558539,0.7845535004614823,171,10,22,0.05847953216374269,0.1286549707602339,0.6025305062499728,0.6106958229946187,0.8165316744645823,3.776053359421417,-2.991499858959935,0.5,well_estimated,2,1,7.15 -300,12,12,12,0.04,0.04,64,75,0.6433333333333333,0.6266666666666667,-1.6666666666666607,0.6188259320235325,0.6216988096469858,0.28728776234532294,171,14,21,0.08187134502923976,0.12280701754385964,0.6090545189555278,0.6117268009134829,0.26722819579551027,3.7787168648265834,-3.4914291024812605,0.75,well_estimated,2,1,7.15 -300,17,17,17,0.056666666666666664,0.056666666666666664,77,77,0.6233333333333333,0.6233333333333333,0.0,0.6220378214535591,0.6220378214535591,0.0,171,22,22,0.1286549707602339,0.1286549707602339,0.6123827314678711,0.6123827314678711,0.0,3.786115610120851,-3.786115610120851,1.0,well_estimated,2,1,7.15 -300,0,0,0,0.0,0.0,0,89,0.5,0.6,9.999999999999998,0.5309279603068954,0.6197205722293374,8.879261192244204,150,0,15,0.0,0.1,0.5227665075384692,0.6077430123055669,8.497650476709772,3.6879198121598282,5.191341380084376,0.0,well_estimated,2,2,7.15 -300,5,5,5,0.016666666666666666,0.016666666666666666,32,89,0.5466666666666666,0.59,4.333333333333334,0.5722345978831455,0.6225399007035457,5.030530282040024,150,5,16,0.03333333333333333,0.10666666666666667,0.5633405648331112,0.6104995420668667,4.715897723375551,3.7958201888569647,1.2347100931830592,0.25,well_estimated,2,2,7.15 -300,8,8,8,0.02666666666666667,0.02666666666666667,60,92,0.5933333333333334,0.5933333333333334,0.0,0.6062590383427137,0.6239499947806959,1.7690956437982241,150,8,17,0.05333333333333334,0.11333333333333333,0.5972148613902065,0.6117224072169953,1.4507545826788815,3.840659955528252,-2.071564311730028,0.5,well_estimated,2,2,7.15 -300,18,18,18,0.06,0.06,89,99,0.6033333333333334,0.6033333333333334,0.0,0.6240293106723946,0.6262010993692597,0.21717886968650735,150,16,20,0.10666666666666667,0.13333333333333333,0.6141926573950404,0.6153274373248884,0.11347799298480066,3.895836973404837,-3.6786581037183295,0.75,well_estimated,2,2,7.15 -300,21,21,21,0.07,0.07,101,101,0.6033333333333334,0.6033333333333334,0.0,0.6262837732102887,0.6262837732102887,0.0,150,21,21,0.14,0.14,0.6156297350029576,0.6156297350029576,0.0,3.9142547947598345,-3.9142547947598345,1.0,well_estimated,2,2,7.15 -300,0,0,0,0.0,0.0,0,97,0.52,0.6433333333333333,12.333333333333329,0.5107474042698209,0.6040494772059343,9.330207293611338,156,0,15,0.0,0.09615384615384616,0.5017786023005887,0.5916593512909883,8.988074899039965,3.7357860765954127,5.594421217015925,0.0,well_estimated,2,3,7.15 -300,13,13,13,0.043333333333333335,0.043333333333333335,35,104,0.58,0.6533333333333333,7.333333333333336,0.5600079652859392,0.6115019697169657,5.149400443102648,156,3,18,0.019230769230769232,0.11538461538461539,0.5500399774604866,0.5995535337944512,4.951355633396459,3.9035553592135295,1.2458450838891184,0.25,well_estimated,2,3,7.15 -300,16,16,16,0.05333333333333334,0.05333333333333334,69,104,0.6333333333333333,0.66,2.6666666666666727,0.5963329162135809,0.6126496717944974,1.6316755580916498,156,8,18,0.05128205128205128,0.11538461538461539,0.5850783079857067,0.6007505416638941,1.5672233678187375,4.009495831193881,-2.3778202731022313,0.5,well_estimated,2,3,7.15 -300,25,25,25,0.08333333333333333,0.08333333333333333,89,105,0.66,0.66,0.0,0.6101416775841244,0.6147451080956462,0.4603430511521789,156,13,19,0.08333333333333333,0.12179487179487179,0.5988886612452793,0.6031136910966081,0.42250298513287765,4.04664500620732,-3.586301955055141,0.75,well_estimated,2,3,7.15 -300,29,29,29,0.09666666666666666,0.09666666666666666,108,108,0.67,0.67,0.0,0.615021934291483,0.615021934291483,0.0,156,19,19,0.12179487179487179,0.12179487179487179,0.6033258065823639,0.6033258065823639,0.0,4.0971184738900694,-4.0971184738900694,1.0,well_estimated,2,3,7.15 -300,0,0,0,0.0,0.0,0,84,0.49666666666666665,0.6233333333333333,12.666666666666664,0.5210495347846049,0.5936734430856202,7.262390830101529,149,0,11,0.0,0.0738255033557047,0.5132161674408486,0.5914971677766359,7.828100033578722,3.8157846178518042,3.4466062122497245,0.0,well_estimated,3,0,7.050000000000001 -300,6,6,6,0.02,0.02,28,84,0.5533333333333333,0.6233333333333333,6.999999999999995,0.5615842883866803,0.5960490921072875,3.446480372060723,149,2,10,0.013422818791946308,0.06711409395973154,0.5559575718879008,0.5937889254706104,3.7831353582709504,3.963616939298852,-0.5171365672381292,0.25,well_estimated,3,0,7.050000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,53,83,0.5833333333333334,0.6233333333333333,3.9999999999999925,0.5828739923623272,0.5959458013041122,1.3071808941785057,149,7,10,0.04697986577181208,0.06711409395973154,0.578598384544986,0.5937603253999142,1.5161940854928169,3.9762627591145288,-2.669081864936023,0.5,well_estimated,3,0,7.050000000000001 -300,6,6,6,0.02,0.02,70,84,0.6133333333333333,0.6233333333333333,1.0000000000000009,0.5939029360882679,0.5960490921072875,0.2146156019019574,149,8,10,0.053691275167785234,0.06711409395973154,0.5907323394305075,0.5937889254706104,0.3056586040102838,3.9995172626752464,-3.784901660773289,0.75,well_estimated,3,0,7.050000000000001 -300,12,12,12,0.04,0.04,89,89,0.62,0.62,0.0,0.596381386058964,0.596381386058964,0.0,149,13,13,0.087248322147651,0.087248322147651,0.5944712786564141,0.5944712786564141,0.0,4.007066660798475,-4.007066660798475,1.0,well_estimated,3,0,7.050000000000001 -300,0,0,0,0.0,0.0,0,82,0.5366666666666666,0.58,4.333333333333334,0.5424924846114595,0.6092590189140811,6.676653430262158,161,0,22,0.0,0.13664596273291926,0.535085642473982,0.6078757881042006,7.279014563021857,3.973835360398845,2.702818069863313,0.0,well_estimated,3,1,7.050000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,25,77,0.5533333333333333,0.5833333333333334,3.0000000000000027,0.5773395523503368,0.6101512780522877,3.28117257019509,161,5,20,0.031055900621118012,0.12422360248447205,0.5722371130782438,0.6090408936996736,3.680378062142986,4.049240843414593,-0.7680682732195026,0.25,well_estimated,3,1,7.050000000000001 -300,7,7,6,0.023333333333333334,0.02,46,76,0.5733333333333334,0.5833333333333334,1.0000000000000009,0.5974243123418528,0.6101957538259867,1.2771441484133894,161,10,20,0.062111801242236024,0.12422360248447205,0.5930655810556333,0.60890571366437,1.5840132608736623,4.0452111787140135,-2.768067030300624,0.5,well_estimated,3,1,7.050000000000001 -300,8,8,6,0.02666666666666667,0.02,63,76,0.58,0.5833333333333334,0.33333333333334103,0.6083081576811386,0.6101957538259867,0.1887596144848125,161,16,20,0.09937888198757763,0.12422360248447205,0.6060642138473848,0.60890571366437,0.2841499816985116,4.06806123533703,-3.8793016208522175,0.75,well_estimated,3,1,7.050000000000001 -300,6,6,6,0.02,0.02,76,76,0.5833333333333334,0.5833333333333334,0.0,0.6101957538259867,0.6101957538259867,0.0,161,20,20,0.12422360248447205,0.12422360248447205,0.60890571366437,0.60890571366437,0.0,4.089479837462246,-4.089479837462246,1.0,well_estimated,3,1,7.050000000000001 -300,0,0,0,0.0,0.0,0,92,0.4866666666666667,0.58,9.333333333333327,0.5074759004580403,0.5936488298822833,8.617292942424303,146,0,15,0.0,0.10273972602739725,0.499875342838783,0.5892148074217741,8.933946458299113,4.12240484237054,4.494888100053763,0.0,well_estimated,3,2,7.050000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,29,95,0.5266666666666666,0.5833333333333334,5.666666666666675,0.5490849266341153,0.5981914331425199,4.910650650840454,146,4,16,0.0273972602739726,0.1095890410958904,0.5413936689480136,0.5938517061247337,5.245803717672015,4.279596855791167,0.6310537950492865,0.25,well_estimated,3,2,7.050000000000001 -300,4,4,4,0.013333333333333334,0.013333333333333334,59,93,0.5666666666666667,0.5766666666666667,1.0000000000000009,0.5834266683903467,0.5966848938890302,1.3258225498683496,146,6,16,0.0410958904109589,0.1095890410958904,0.5774696195861008,0.5921288789313082,1.4659259345207398,4.3850171197740675,-3.059194569905718,0.5,well_estimated,3,2,7.050000000000001 -300,12,12,12,0.04,0.04,83,95,0.59,0.5933333333333334,0.33333333333334103,0.5974147977495382,0.5995914488230902,0.21766510735520272,146,12,15,0.0821917808219178,0.10273972602739725,0.5940319241007088,0.595889662358215,0.18577382575062362,4.417178272059747,-4.199513164704545,0.75,well_estimated,3,2,7.050000000000001 -300,19,19,19,0.06333333333333334,0.06333333333333334,96,96,0.6,0.6,0.0,0.6000866829371148,0.6000866829371148,0.0,146,15,15,0.10273972602739725,0.10273972602739725,0.5962502484233911,0.5962502484233911,0.0,4.410605039040786,-4.410605039040786,1.0,well_estimated,3,2,7.050000000000001 -300,0,0,0,0.0,0.0,0,84,0.52,0.5966666666666667,7.666666666666666,0.5453238724674783,0.6149434838416337,6.96196113741554,156,0,17,0.0,0.10897435897435898,0.5359364237218,0.6103011296161658,7.436470589436583,4.1408359567542945,2.8211251806612454,0.0,well_estimated,3,3,7.050000000000001 -300,10,10,10,0.03333333333333333,0.03333333333333333,28,82,0.5466666666666666,0.6066666666666667,6.000000000000005,0.5830449572090491,0.619294060380571,3.6249103171521857,156,4,15,0.02564102564102564,0.09615384615384616,0.5743859930558844,0.6162432531058861,4.185726005000168,4.211044816079896,-0.5861344989277106,0.25,well_estimated,3,3,7.050000000000001 -300,18,18,18,0.06,0.06,50,81,0.57,0.6066666666666667,3.6666666666666736,0.6091434267327501,0.6202124410738485,1.1069014341098415,156,9,16,0.057692307692307696,0.10256410256410256,0.6023421364411999,0.6175492323586124,1.5207095917412428,4.245705090287807,-3.138803656177965,0.5,well_estimated,3,3,7.050000000000001 -300,22,22,20,0.07333333333333333,0.06666666666666667,70,81,0.6066666666666667,0.6066666666666667,0.0,0.6193779384427136,0.6202594315682775,0.0881493125563848,156,12,16,0.07692307692307693,0.10256410256410256,0.615586465803118,0.6170736887503716,0.14872229472535636,4.229879866032041,-4.141730553475656,0.75,well_estimated,3,3,7.050000000000001 -300,20,20,20,0.06666666666666667,0.06666666666666667,81,81,0.6066666666666667,0.6066666666666667,0.0,0.6202594315682775,0.6202594315682775,0.0,156,16,16,0.10256410256410256,0.10256410256410256,0.6170736887503716,0.6170736887503716,0.0,4.2449078900712,-4.2449078900712,1.0,well_estimated,3,3,7.050000000000001 -300,0,0,0,0.0,0.0,0,95,0.5433333333333333,0.6266666666666667,8.333333333333337,0.5178667001403054,0.603010062019756,8.514336187945059,163,0,26,0.0,0.15950920245398773,0.5085020288055155,0.5918585193890693,8.335649058355376,3.703221176901445,4.811115011043613,0.0,well_estimated,4,0,7.400000000000007 -300,4,4,4,0.013333333333333334,0.013333333333333334,24,96,0.59,0.61,2.0000000000000018,0.5520971790285467,0.6056301403572314,5.3532961328684685,163,3,28,0.018404907975460124,0.17177914110429449,0.5423031097461702,0.594296270090253,5.199316034408275,3.767044668597634,1.5862514642708345,0.25,well_estimated,4,0,7.400000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,55,98,0.6033333333333334,0.61,0.6666666666666599,0.5877544361740142,0.6069658799731739,1.9211443799159622,163,14,29,0.08588957055214724,0.17791411042944785,0.5776451310139582,0.5961845479204713,1.8539416906513062,3.924080699481469,-2.002936319565507,0.5,well_estimated,4,0,7.400000000000007 -300,18,18,18,0.06,0.06,83,97,0.5966666666666667,0.6066666666666667,1.0000000000000009,0.6057348297148518,0.6081288786298877,0.2394048915035918,163,25,29,0.15337423312883436,0.17791411042944785,0.5950263124510199,0.5972255264997318,0.21992140487119283,3.9923862383331836,-3.752981346829592,0.75,well_estimated,4,0,7.400000000000007 -300,20,20,20,0.06666666666666667,0.06666666666666667,99,99,0.6066666666666667,0.6066666666666667,0.0,0.608135736061096,0.608135736061096,0.0,163,29,29,0.17791411042944785,0.17791411042944785,0.5973398726403039,0.5973398726403039,0.0,4.011367829932247,-4.011367829932247,1.0,well_estimated,4,0,7.400000000000007 -300,0,0,0,0.0,0.0,0,83,0.47,0.5333333333333333,6.333333333333336,0.5430618850165438,0.6199426662998836,7.688078128333975,141,0,18,0.0,0.1276595744680851,0.5345724033800856,0.6101308745334747,7.55584711533891,3.583235419531239,4.104842708802737,0.0,well_estimated,4,1,7.400000000000007 -300,6,6,6,0.02,0.02,27,84,0.49666666666666665,0.5266666666666666,2.9999999999999973,0.5844596321558075,0.621758046142015,3.729841398620748,141,6,19,0.0425531914893617,0.1347517730496454,0.5744818633185274,0.6121538571792626,3.7671993860735276,3.6790420754723043,0.0507993231484436,0.25,well_estimated,4,1,7.400000000000007 -300,14,14,14,0.04666666666666667,0.04666666666666667,49,86,0.5,0.5333333333333333,3.3333333333333326,0.6065522975399018,0.6229250480913754,1.637275055147358,141,11,19,0.07801418439716312,0.1347517730496454,0.5955823495483484,0.6133901087690199,1.780775922067146,3.7634180197077947,-2.1261429645604366,0.5,well_estimated,4,1,7.400000000000007 -300,15,15,15,0.05,0.05,72,85,0.5266666666666666,0.5366666666666666,1.0000000000000009,0.6206887366111783,0.622982202062218,0.22934654510397,141,14,18,0.09929078014184398,0.1276595744680851,0.611200221970925,0.6132684691441481,0.206824717322307,3.788275247402442,-3.558928702298472,0.75,well_estimated,4,1,7.400000000000007 -300,18,18,18,0.06,0.06,85,85,0.54,0.54,0.0,0.6230482135702392,0.6230482135702392,0.0,141,17,17,0.12056737588652482,0.12056737588652482,0.6134103428242544,0.6134103428242544,0.0,3.804341589785223,-3.804341589785223,1.0,well_estimated,4,1,7.400000000000007 -300,0,0,0,0.0,0.0,0,98,0.49,0.6066666666666667,11.66666666666667,0.5155431604371671,0.6085990742719561,9.305591383478905,147,0,19,0.0,0.1292517006802721,0.5091775106690988,0.5983923794104686,8.921486874136985,3.7779318084964304,5.527659574982475,0.0,well_estimated,4,2,7.400000000000007 -300,6,6,6,0.02,0.02,36,102,0.56,0.6033333333333334,4.333333333333334,0.5708306451763908,0.611317901218116,4.048725604172521,147,5,20,0.034013605442176874,0.1360544217687075,0.5622098018784643,0.6005606911988246,3.835088932036035,3.9402929182613606,0.1084326859111604,0.25,well_estimated,4,2,7.400000000000007 -300,15,15,15,0.05,0.05,63,101,0.59,0.6133333333333333,2.3333333333333317,0.5985116254501502,0.6140930525612598,1.5581427111109547,147,9,18,0.061224489795918366,0.12244897959183673,0.5887391870868409,0.6039293283905495,1.5190141303708549,4.039178607916864,-2.4810358968059094,0.5,well_estimated,4,2,7.400000000000007 -300,23,23,22,0.07666666666666666,0.07333333333333333,85,100,0.6033333333333334,0.61,0.6666666666666599,0.6120088082973455,0.6146239785114919,0.26151702141463673,147,14,18,0.09523809523809523,0.12244897959183673,0.6025121915685951,0.6046868033926035,0.21746118240083545,4.14536393445222,-3.8838469130375834,0.75,well_estimated,4,2,7.400000000000007 -300,22,22,22,0.07333333333333333,0.07333333333333333,100,100,0.61,0.61,0.0,0.6146239785114919,0.6146239785114919,0.0,147,18,18,0.12244897959183673,0.12244897959183673,0.6046868033926035,0.6046868033926035,0.0,4.174324874539816,-4.174324874539816,1.0,well_estimated,4,2,7.400000000000007 -300,0,0,0,0.0,0.0,0,89,0.5133333333333333,0.6033333333333334,9.000000000000007,0.5337333651007294,0.6145784342475226,8.084506914679313,154,0,14,0.0,0.09090909090909091,0.5244842491397933,0.604217820191908,7.9733571052114645,4.029108756026799,4.055398158652514,0.0,well_estimated,4,3,7.400000000000007 -300,9,9,9,0.03,0.03,30,87,0.5533333333333333,0.5933333333333334,4.0000000000000036,0.5771851882601038,0.6212475529702346,4.406236471013081,154,4,15,0.025974025974025976,0.09740259740259741,0.5653438399925677,0.6104392609282989,4.509542093573127,4.177467234070135,0.22876923694294593,0.25,well_estimated,4,3,7.400000000000007 -300,12,12,12,0.04,0.04,58,87,0.57,0.5933333333333334,2.333333333333343,0.6102183948430145,0.6227364258155488,1.2518030972534233,154,9,15,0.05844155844155844,0.09740259740259741,0.598303466604965,0.6115879897895994,1.3284523184634356,4.2620453981349335,-3.0102423008815102,0.5,well_estimated,4,3,7.400000000000007 -300,24,24,24,0.08,0.08,79,93,0.5833333333333334,0.5933333333333334,1.0000000000000009,0.623665908129893,0.6256550676916542,0.19891595617612667,154,13,16,0.08441558441558442,0.1038961038961039,0.6119208541924536,0.6134967496492026,0.15758954567490768,4.386074125076007,-4.187158168899881,0.75,well_estimated,4,3,7.400000000000007 -300,28,28,28,0.09333333333333334,0.09333333333333334,93,93,0.5966666666666667,0.5966666666666667,0.0,0.6258779290230002,0.6258779290230002,0.0,154,16,16,0.1038961038961039,0.1038961038961039,0.6130390536294135,0.6130390536294135,0.0,4.362793014447448,-4.362793014447448,1.0,well_estimated,4,3,7.400000000000007 -300,0,0,0,0.0,0.0,0,107,0.49,0.6,10.999999999999998,0.5061666645803568,0.6072585447019864,10.109188012162962,147,0,18,0.0,0.12244897959183673,0.5065481430262632,0.6035993448954149,9.705120186915172,3.7744882685360825,6.33469974362688,0.0,well_estimated,5,0,6.800000000000006 -300,7,7,7,0.023333333333333334,0.023333333333333334,36,107,0.56,0.61,4.999999999999993,0.5567103169786639,0.6116610513092952,5.495073433063125,147,2,19,0.013605442176870748,0.1292517006802721,0.5565786177646165,0.6075134663441419,5.0934848579525465,3.9472969173797168,1.5477765156834078,0.25,well_estimated,5,0,6.800000000000006 -300,14,14,14,0.04666666666666667,0.04666666666666667,71,108,0.6,0.6066666666666667,0.666666666666671,0.599273377595068,0.6140396741776984,1.47662965826304,147,7,19,0.047619047619047616,0.1292517006802721,0.5971563111407818,0.6098602458805715,1.2703934739789702,4.089225575082036,-2.612595916818996,0.5,well_estimated,5,0,6.800000000000006 -300,17,17,17,0.056666666666666664,0.056666666666666664,90,110,0.6033333333333334,0.6066666666666667,0.33333333333332993,0.6111117713326651,0.6146801060018433,0.35683346691781637,147,13,20,0.08843537414965986,0.1360544217687075,0.6077774775311241,0.610423507276855,0.26460297457309156,4.184347076140214,-3.8275136092223976,0.75,well_estimated,5,0,6.800000000000006 -300,22,22,22,0.07333333333333333,0.07333333333333333,111,111,0.6133333333333333,0.6133333333333333,0.0,0.6151040329922545,0.6151040329922545,0.0,147,19,19,0.1292517006802721,0.1292517006802721,0.6113636560451265,0.6113636560451265,0.0,4.237860827642578,-4.237860827642578,1.0,well_estimated,5,0,6.800000000000006 -300,0,0,0,0.0,0.0,0,81,0.5533333333333333,0.6166666666666667,6.333333333333336,0.5403526187147095,0.6045297751331705,6.4177156418461,166,0,22,0.0,0.13253012048192772,0.5396681973352905,0.6026887549466289,6.30205576113384,3.8974629310807765,2.5202527107653236,0.0,well_estimated,5,1,6.800000000000006 -300,4,4,4,0.013333333333333334,0.013333333333333334,18,86,0.5933333333333334,0.6066666666666667,1.3333333333333308,0.568472540409411,0.6071651691868488,3.8692628777437843,166,1,24,0.006024096385542169,0.14457831325301204,0.5670654735385863,0.6061772540713639,3.911178053277764,3.918329988933174,-0.04906711118938967,0.25,well_estimated,5,1,6.800000000000006 -300,7,7,7,0.023333333333333334,0.023333333333333334,43,84,0.61,0.6033333333333334,-0.6666666666666599,0.5930768003805631,0.6083271749334868,1.5250374552923662,166,8,23,0.04819277108433735,0.13855421686746988,0.590897764668565,0.6071419242288602,1.6244159560295124,4.036082092997029,-2.511044637704663,0.5,well_estimated,5,1,6.800000000000006 -300,13,13,13,0.043333333333333335,0.043333333333333335,67,82,0.6166666666666667,0.6,-1.6666666666666718,0.606842557718684,0.6093671059512495,0.2524548232565538,166,16,23,0.0963855421686747,0.13855421686746988,0.6044116858660231,0.609311712053381,0.4900026187357853,4.053305260902638,-3.8008504376460843,0.75,well_estimated,5,1,6.800000000000006 -300,17,17,17,0.056666666666666664,0.056666666666666664,83,83,0.5933333333333334,0.5933333333333334,0.0,0.6096761777977868,0.6096761777977868,0.0,166,25,25,0.15060240963855423,0.15060240963855423,0.6096923127249816,0.6096923127249816,0.0,4.071838349472767,-4.071838349472767,1.0,well_estimated,5,1,6.800000000000006 -300,0,0,0,0.0,0.0,0,83,0.5166666666666667,0.5733333333333334,5.666666666666664,0.5252690330614453,0.5996145938806503,7.434556081920496,155,0,22,0.0,0.14193548387096774,0.5266695098726392,0.6007336008115829,7.406409093894373,3.799934673057946,3.6346214088625497,0.0,well_estimated,5,2,6.800000000000006 -300,7,7,7,0.023333333333333334,0.023333333333333334,31,87,0.57,0.5866666666666667,1.6666666666666718,0.5634549478535615,0.6057944054377994,4.2339457584237845,155,4,21,0.025806451612903226,0.13548387096774195,0.5646577227787736,0.6054931314340912,4.083540865531765,3.9814334445244737,0.25251231389931084,0.25,well_estimated,5,2,6.800000000000006 -300,15,15,15,0.05,0.05,60,91,0.59,0.59,0.0,0.5979013390126516,0.6098107944023026,1.1909455389650936,155,11,23,0.07096774193548387,0.14838709677419354,0.5986479725903464,0.6098519005534433,1.1203927963096882,4.023123536035476,-2.832177997070382,0.5,well_estimated,5,2,6.800000000000006 -300,24,24,24,0.08,0.08,75,95,0.58,0.5933333333333334,1.333333333333342,0.6082280909369644,0.611815615297013,0.35875243600486106,155,17,24,0.10967741935483871,0.15483870967741936,0.6084089776970655,0.6117353704088703,0.3326392711804793,4.137863952074886,-3.779111516070025,0.75,well_estimated,5,2,6.800000000000006 -300,29,29,29,0.09666666666666666,0.09666666666666666,96,96,0.6033333333333334,0.6033333333333334,0.0,0.6120850366081136,0.6120850366081136,0.0,155,23,23,0.14838709677419354,0.14838709677419354,0.6114275925853269,0.6114275925853269,0.0,4.147062646570448,-4.147062646570448,1.0,well_estimated,5,2,6.800000000000006 -300,0,0,0,0.0,0.0,0,77,0.5966666666666667,0.6133333333333333,1.6666666666666607,0.5373627867220093,0.6020983897651052,6.473560304309589,179,0,23,0.0,0.12849162011173185,0.5377190126225203,0.599620967558623,6.190195493610274,3.7480399054713858,2.7255203988382033,0.0,well_estimated,5,3,6.800000000000006 -300,5,5,5,0.016666666666666666,0.016666666666666666,25,80,0.6233333333333333,0.62,-0.33333333333332993,0.5752895705893153,0.6084677093516623,3.3178138762346987,179,5,23,0.027932960893854747,0.12849162011173185,0.5753869707194293,0.6049918165786144,2.9604845859185103,3.862737912646199,-0.5449240364115004,0.25,well_estimated,5,3,6.800000000000006 -300,14,14,14,0.04666666666666667,0.04666666666666667,48,80,0.6366666666666667,0.63,-0.666666666666671,0.5997704193687953,0.613111092037431,1.33406726686357,179,10,21,0.055865921787709494,0.11731843575418995,0.5991097361937835,0.6100143176342444,1.0904581440460914,3.9969739747218846,-2.6629067078583146,0.5,well_estimated,5,3,6.800000000000006 -300,24,24,24,0.08,0.08,65,80,0.6333333333333333,0.63,-0.33333333333332993,0.6130541010691208,0.6154742526404807,0.24201515713598853,179,16,21,0.0893854748603352,0.11731843575418995,0.6101345825078366,0.6134306095500572,0.32960270422206506,4.082570505970622,-3.840555348834634,0.75,well_estimated,5,3,6.800000000000006 -300,35,35,35,0.11666666666666667,0.11666666666666667,82,82,0.6333333333333333,0.6333333333333333,0.0,0.6160945781180714,0.6160945781180714,0.0,179,20,20,0.11173184357541899,0.11173184357541899,0.6147623333192747,0.6147623333192747,0.0,4.157232496740459,-4.157232496740459,1.0,well_estimated,5,3,6.800000000000006 -300,0,0,0,0.0,0.0,0,81,0.55,0.63,7.9999999999999964,0.545715532578615,0.620285835547524,7.457030296890899,165,0,22,0.0,0.13333333333333333,0.5444550856882199,0.6189836793400508,7.452859365183095,3.808061525095796,3.648968771795103,0.0,well_estimated,6,0,7.650000000000001 -300,3,3,3,0.01,0.01,28,80,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5841481357366102,0.6215853757650852,3.743724002847504,165,4,21,0.024242424242424242,0.12727272727272726,0.5825337609991885,0.6198556213581161,3.7321860358927594,3.9129892846443393,-0.16926528179683542,0.25,well_estimated,6,0,7.650000000000001 -300,6,6,6,0.02,0.02,51,81,0.64,0.6333333333333333,-0.666666666666671,0.6082054550684707,0.6224818498441951,1.42763947757244,165,7,21,0.04242424242424243,0.12727272727272726,0.6055410020321736,0.6202169434736968,1.4675941441523177,3.9480435232116777,-2.520404045639238,0.5,well_estimated,6,0,7.650000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,72,80,0.6366666666666667,0.6333333333333333,-0.33333333333334103,0.6201938674291527,0.6222733867316919,0.20795193025391345,165,17,21,0.10303030303030303,0.12727272727272726,0.6175639637977438,0.6203553334232992,0.2791369625555373,3.966954594168618,-3.7590026639147047,0.75,well_estimated,6,0,7.650000000000001 -300,9,9,9,0.03,0.03,83,83,0.64,0.64,0.0,0.6227762584141519,0.6227762584141519,0.0,165,21,21,0.12727272727272726,0.12727272727272726,0.6202082291116408,0.6202082291116408,0.0,3.969492494094894,-3.969492494094894,1.0,well_estimated,6,0,7.650000000000001 -300,0,0,0,0.0,0.0,0,91,0.52,0.57,4.999999999999993,0.5193101413712992,0.6181657061160628,9.885556474476365,156,0,24,0.0,0.15384615384615385,0.5178429162829591,0.6169974670889783,9.91545508060192,3.881009871773754,6.004546602702611,0.0,well_estimated,6,1,7.650000000000001 -300,2,2,2,0.006666666666666667,0.006666666666666667,36,94,0.57,0.5733333333333334,0.33333333333334103,0.5739623246137103,0.6192600486477033,4.529772403399301,156,7,24,0.04487179487179487,0.15384615384615385,0.5726992257115516,0.6174402374244321,4.474101171288048,4.01717478321277,0.512597620186531,0.25,well_estimated,6,1,7.650000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,61,98,0.57,0.5766666666666667,0.666666666666671,0.6039786298491744,0.620453216208809,1.6474586359634613,156,14,25,0.08974358974358974,0.16025641025641027,0.6016510415562495,0.6191197568971492,1.7468715340899665,4.073993906401024,-2.426535270437563,0.5,well_estimated,6,1,7.650000000000001 -300,12,12,12,0.04,0.04,89,98,0.5766666666666667,0.58,0.33333333333332993,0.6206371127499793,0.6219977242234981,0.13606114735187358,156,24,25,0.15384615384615385,0.16025641025641027,0.6180509595922024,0.61938584702199,0.13348874297876012,4.0947561513953685,-3.958695004043495,0.75,well_estimated,6,1,7.650000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,98,98,0.5833333333333334,0.5833333333333334,0.0,0.6223422413282765,0.6223422413282765,0.0,156,26,26,0.16666666666666666,0.16666666666666666,0.6200069659617525,0.6200069659617525,0.0,4.09689624053355,-4.09689624053355,1.0,well_estimated,6,1,7.650000000000001 -300,0,0,0,0.0,0.0,0,85,0.49,0.6066666666666667,11.66666666666667,0.5357385162624376,0.6124835727230855,7.674505646064789,147,0,16,0.0,0.10884353741496598,0.5337451385069039,0.6106500830064187,7.69049444995148,3.6915384124732205,3.9829672335915687,0.0,well_estimated,6,2,7.650000000000001 -300,4,4,4,0.013333333333333334,0.013333333333333334,24,87,0.5166666666666667,0.61,9.333333333333327,0.569030086582996,0.6148152818397674,4.578519525677138,147,6,16,0.04081632653061224,0.10884353741496598,0.5669172637011503,0.6134710321986101,4.655376849745984,3.7456522572017925,0.8328672684753458,0.25,well_estimated,6,2,7.650000000000001 -300,8,8,8,0.02666666666666667,0.02666666666666667,55,90,0.58,0.6,2.0000000000000018,0.6025639607172737,0.6158180741052331,1.3254113387959454,147,9,18,0.061224489795918366,0.12244897959183673,0.6009771403010569,0.614477768248652,1.35006279475951,3.83566521997119,-2.5102538811752444,0.5,well_estimated,6,2,7.650000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,76,89,0.59,0.6,1.0000000000000009,0.6131415286023199,0.6156881243951627,0.25465957928428873,147,16,18,0.10884353741496598,0.12244897959183673,0.6112150334005129,0.614091895515003,0.28768621144901196,3.8529357073235877,-3.598276128039299,0.75,well_estimated,6,2,7.650000000000001 -300,11,11,11,0.03666666666666667,0.03666666666666667,93,93,0.5966666666666667,0.5966666666666667,0.0,0.6160966834813824,0.6160966834813824,0.0,147,20,20,0.1360544217687075,0.1360544217687075,0.6148937348822386,0.6148937348822386,0.0,3.8403909796576534,-3.8403909796576534,1.0,well_estimated,6,2,7.650000000000001 -300,0,0,0,0.0,0.0,0,76,0.48,0.5633333333333334,8.333333333333337,0.5192259125116991,0.5838080776278546,6.458216511615545,144,0,14,0.0,0.09722222222222222,0.5180922545933091,0.58272270510115,6.463045050784089,3.943765165266575,2.5144513463489697,0.0,well_estimated,6,3,7.650000000000001 -300,3,3,3,0.01,0.01,22,77,0.51,0.57,5.999999999999995,0.5480835582069704,0.5858628615362637,3.7779303329293246,144,2,14,0.013888888888888888,0.09722222222222222,0.5482241602997704,0.5847392645492664,3.6515104249496,4.003909943205185,-0.22597961027586067,0.25,well_estimated,6,3,7.650000000000001 -300,12,12,12,0.04,0.04,49,83,0.5466666666666666,0.57,2.3333333333333317,0.5723619350870376,0.5888109167582158,1.6448981671178253,144,8,15,0.05555555555555555,0.10416666666666667,0.571189135857024,0.5885719955672043,1.7382859710180276,4.111430843913482,-2.4665326767956564,0.5,well_estimated,6,3,7.650000000000001 -300,15,15,15,0.05,0.05,74,86,0.58,0.5766666666666667,-0.33333333333332993,0.587949795573455,0.5892066087833282,0.12568132098732532,144,13,15,0.09027777777777778,0.10416666666666667,0.5873029800197338,0.5890517119688778,0.17487319491440445,4.118267420597168,-3.992586099609843,0.75,well_estimated,6,3,7.650000000000001 -300,20,20,20,0.06666666666666667,0.06666666666666667,89,89,0.58,0.58,0.0,0.5894597715028252,0.5894597715028252,0.0,144,16,16,0.1111111111111111,0.1111111111111111,0.5896113719520056,0.5896113719520056,0.0,4.082274556431629,-4.082274556431629,1.0,well_estimated,6,3,7.650000000000001 -300,0,0,0,0.0,0.0,0,72,0.53,0.5866666666666667,5.666666666666664,0.5494664889182882,0.6149081921997597,6.544170328147148,159,0,17,0.0,0.1069182389937107,0.5516310775632207,0.6141000975476345,6.246901998441379,4.297376392485469,2.246793935661679,0.0,well_estimated,7,0,9.450000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,25,74,0.58,0.5966666666666667,1.6666666666666718,0.5851802812271487,0.6195996399160021,3.4419358688853374,159,2,17,0.012578616352201259,0.1069182389937107,0.5866581775277669,0.6194054611436434,3.274728361587642,4.422121667716206,-0.9801857988308682,0.25,well_estimated,7,0,9.450000000000003 -300,10,10,10,0.03333333333333333,0.03333333333333333,52,74,0.6033333333333334,0.5966666666666667,-0.666666666666671,0.614793887698103,0.6201740298031159,0.538014210501292,159,8,17,0.050314465408805034,0.1069182389937107,0.6149627983135297,0.6204127767100379,0.5449978396508182,4.583429017547067,-4.045414807045775,0.5,well_estimated,7,0,9.450000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,62,74,0.5966666666666667,0.6,0.33333333333332993,0.619597955423041,0.6210037149935018,0.14057595704608516,159,12,16,0.07547169811320754,0.10062893081761007,0.6196997301349025,0.6223935866850034,0.2693856550100904,4.624393373867437,-4.483817416821352,0.75,well_estimated,7,0,9.450000000000003 -300,22,22,22,0.07333333333333333,0.07333333333333333,75,75,0.5933333333333334,0.5933333333333334,0.0,0.6215083824341184,0.6215083824341184,0.0,159,17,17,0.1069182389937107,0.1069182389937107,0.6222035559710086,0.6222035559710086,0.0,4.68340082556022,-4.68340082556022,1.0,well_estimated,7,0,9.450000000000003 -300,0,0,0,0.0,0.0,0,91,0.5233333333333333,0.6233333333333333,9.999999999999998,0.5146940592764938,0.5971542197395898,8.2460160463096,157,0,21,0.0,0.1337579617834395,0.5141172634992001,0.5955028552816476,8.138559178244753,4.076993559988656,4.169022486320944,0.0,well_estimated,7,1,9.450000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,33,94,0.5633333333333334,0.63,6.666666666666665,0.558774761255004,0.5984888155379394,3.9714054282935396,157,8,20,0.050955414012738856,0.12738853503184713,0.5566100752359812,0.5973262342180761,4.07161589820949,4.1717526215995,-0.20034719330596085,0.25,well_estimated,7,1,9.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,62,94,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5857545768574969,0.5979643801849124,1.2209803327415503,157,13,20,0.08280254777070063,0.12738853503184713,0.5840180206703575,0.5969412015720252,1.2923180901667775,4.289990233425302,-3.0690099006837515,0.5,well_estimated,7,1,9.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,77,94,0.6233333333333333,0.63,0.666666666666671,0.5953562536113339,0.5981062508582636,0.2749997246929703,157,16,20,0.10191082802547771,0.12738853503184713,0.5952515058959907,0.5967768792483458,0.15253733523550306,4.273512961339559,-3.998513236646589,0.75,well_estimated,7,1,9.450000000000003 -300,13,13,13,0.043333333333333335,0.043333333333333335,97,97,0.6366666666666667,0.6366666666666667,0.0,0.5987679452980885,0.5987679452980885,0.0,157,20,20,0.12738853503184713,0.12738853503184713,0.5976031746867639,0.5976031746867639,0.0,4.33749347163023,-4.33749347163023,1.0,well_estimated,7,1,9.450000000000003 -300,0,0,0,0.0,0.0,0,80,0.45666666666666667,0.5933333333333334,13.666666666666671,0.5235569708022871,0.5925990338011483,6.904206299886118,137,0,10,0.0,0.072992700729927,0.5245574587180386,0.5932017030655917,6.864424434755312,4.655683204420529,2.248523095465589,0.0,well_estimated,7,2,9.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,30,82,0.51,0.5866666666666667,7.666666666666666,0.5596949216837659,0.595944933282067,3.62500115983011,137,4,11,0.029197080291970802,0.08029197080291971,0.5597469746587265,0.5966210997209273,3.687412506220078,4.707755535522556,-1.0827543756924456,0.25,well_estimated,7,2,9.450000000000003 -300,9,9,9,0.03,0.03,56,82,0.5566666666666666,0.5966666666666667,4.0000000000000036,0.5860957329083821,0.5978686571886848,1.1772924280302632,137,6,10,0.043795620437956206,0.072992700729927,0.5846379715410589,0.5984831977010207,1.3845226159961754,4.801987075724611,-3.624694647694348,0.5,well_estimated,7,2,9.450000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,72,88,0.5866666666666667,0.5966666666666667,1.0000000000000009,0.5975305427688513,0.5993839005262027,0.18533577573514037,137,8,12,0.058394160583941604,0.08759124087591241,0.5969452566451181,0.6004572045086676,0.35119478635494694,4.834124008516408,-4.648788232781268,0.75,well_estimated,7,2,9.450000000000003 -300,28,28,28,0.09333333333333334,0.09333333333333334,93,93,0.5933333333333334,0.5933333333333334,0.0,0.6011452576244994,0.6011452576244994,0.0,137,15,15,0.10948905109489052,0.10948905109489052,0.6012772443200088,0.6012772443200088,0.0,4.8315022138577035,-4.8315022138577035,1.0,well_estimated,7,2,9.450000000000003 -300,0,0,0,0.0,0.0,0,98,0.5166666666666667,0.5966666666666667,7.9999999999999964,0.510541694078853,0.5829984164539608,7.245672237510781,155,0,20,0.0,0.12903225806451613,0.5078495985137035,0.5815323527811402,7.368275426743676,4.275564033023344,2.9701082044874365,0.0,well_estimated,7,3,9.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,35,97,0.56,0.5966666666666667,3.6666666666666625,0.551581042492819,0.5833295280345258,3.174848554170673,155,7,21,0.04516129032258064,0.13548387096774195,0.5497901944241292,0.5817019698306486,3.191177540651935,4.392878560029228,-1.2180300058585551,0.25,well_estimated,7,3,9.450000000000003 -300,3,3,3,0.01,0.01,54,98,0.5766666666666667,0.5966666666666667,2.0000000000000018,0.569664398334784,0.5832724327154343,1.360803438065028,155,11,21,0.07096774193548387,0.13548387096774195,0.5690147810410692,0.5817787979638752,1.2764016922806043,4.500801442810308,-3.1399980047452796,0.5,well_estimated,7,3,9.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,72,97,0.5833333333333334,0.5933333333333334,1.0000000000000009,0.5792690571590862,0.5833804121252542,0.41113549661679905,155,16,21,0.1032258064516129,0.13548387096774195,0.5792491598572175,0.5814114381250897,0.21622782678721864,4.478849548695618,-4.067714052078819,0.75,well_estimated,7,3,9.450000000000003 -300,9,9,9,0.03,0.03,96,96,0.59,0.59,0.0,0.5834770098657228,0.5834770098657228,0.0,155,21,21,0.13548387096774195,0.13548387096774195,0.5816236639074686,0.5816236639074686,0.0,4.5436664900420265,-4.5436664900420265,1.0,well_estimated,7,3,9.450000000000003 -300,0,0,0,0.0,0.0,0,94,0.5333333333333333,0.6133333333333333,7.9999999999999964,0.5198239044604427,0.5995797937991322,7.9755889338689485,160,0,22,0.0,0.1375,0.5178263404749017,0.5950244552237778,7.719811474887606,5.040615126958264,2.9349738069106843,0.0,well_estimated,8,0,9.099999999999998 -300,4,4,4,0.013333333333333334,0.013333333333333334,31,90,0.5833333333333334,0.6133333333333333,2.9999999999999916,0.5605028265250334,0.6015601309253946,4.105730440036126,160,3,21,0.01875,0.13125,0.557912374452868,0.5974424013760152,3.953002692314722,5.098693039639108,-0.9929625996029818,0.25,well_estimated,8,0,9.099999999999998 -300,7,7,7,0.023333333333333334,0.023333333333333334,62,91,0.5933333333333334,0.62,2.6666666666666616,0.5911415479741049,0.6027052193043225,1.1563671330217629,160,14,21,0.0875,0.13125,0.5886568616783351,0.5992195583836648,1.0562696705329722,5.195671814908915,-4.0393046818871525,0.5,well_estimated,8,0,9.099999999999998 -300,16,16,16,0.05333333333333334,0.05333333333333334,79,94,0.5966666666666667,0.6,0.33333333333332993,0.60217015946652,0.6045660927223536,0.23959332558336488,160,19,25,0.11875,0.15625,0.5985455074976291,0.600471778242947,0.19262707453178152,5.313360271801193,-5.0737669462178285,0.75,well_estimated,8,0,9.099999999999998 -300,21,21,21,0.07,0.07,97,97,0.5933333333333334,0.5933333333333334,0.0,0.6047647716823626,0.6047647716823626,0.0,160,27,27,0.16875,0.16875,0.6010315342209598,0.6010315342209598,0.0,5.35815799029265,-5.35815799029265,1.0,well_estimated,8,0,9.099999999999998 -300,0,0,0,0.0,0.0,0,94,0.55,0.64,8.999999999999996,0.5244975166180684,0.6105329656506135,8.603544903254512,165,0,24,0.0,0.14545454545454545,0.5265855773496267,0.607505956165198,8.092037881557124,4.665813504796764,3.937731398457748,0.0,well_estimated,8,1,9.099999999999998 -300,4,4,4,0.013333333333333334,0.013333333333333334,26,95,0.5933333333333334,0.64,4.666666666666663,0.5643045890866145,0.6130682647306005,4.876367564398598,165,4,24,0.024242424242424242,0.14545454545454545,0.5646048712045433,0.6096735973584729,4.506872615392965,4.732125235630728,0.14424232876787002,0.25,well_estimated,8,1,9.099999999999998 -300,7,7,7,0.023333333333333334,0.023333333333333334,59,92,0.62,0.64,2.0000000000000018,0.5987540425647289,0.6146118384355329,1.5857795870804048,165,14,23,0.08484848484848485,0.1393939393939394,0.5975175743009307,0.6112836082814199,1.3766033980489256,4.7990840023440855,-3.2133044152636807,0.5,well_estimated,8,1,9.099999999999998 -300,19,19,19,0.06333333333333334,0.06333333333333334,87,94,0.6366666666666667,0.6333333333333333,-0.33333333333334103,0.617648718566546,0.6186386311077336,0.0989912541187632,165,20,24,0.12121212121212122,0.14545454545454545,0.6149621208376577,0.615642814780604,0.06806939429463421,4.900950671879323,-4.80195941776056,0.75,well_estimated,8,1,9.099999999999998 -300,25,25,25,0.08333333333333333,0.08333333333333333,98,98,0.6366666666666667,0.6366666666666667,0.0,0.6188571238165885,0.6188571238165885,0.0,165,24,24,0.14545454545454545,0.14545454545454545,0.6156860638587838,0.6156860638587838,0.0,4.980254569080278,-4.980254569080278,1.0,well_estimated,8,1,9.099999999999998 -300,0,0,0,0.0,0.0,0,86,0.5533333333333333,0.6366666666666667,8.333333333333337,0.5434905488776597,0.619263227153715,7.577267827605527,166,0,18,0.0,0.10843373493975904,0.5432529751356309,0.6175448172865529,7.429184215092199,5.198755287644522,2.3785125399610054,0.0,well_estimated,8,2,9.099999999999998 -300,6,6,6,0.02,0.02,27,86,0.6,0.64,4.0000000000000036,0.5859808858587422,0.6217175697221573,3.573668386341511,166,4,18,0.024096385542168676,0.10843373493975904,0.5849691824537475,0.6190538274278545,3.4084644974107015,5.323847982161426,-1.750179595819915,0.25,well_estimated,8,2,9.099999999999998 -300,8,8,8,0.02666666666666667,0.02666666666666667,52,88,0.63,0.64,1.0000000000000009,0.6085768005406986,0.6222945104414913,1.3717709900792685,166,8,19,0.04819277108433735,0.1144578313253012,0.6051074439678122,0.6194270558494036,1.4319611881591365,5.325254539895244,-3.9534835498159757,0.5,well_estimated,8,2,9.099999999999998 -300,10,10,10,0.03333333333333333,0.03333333333333333,68,88,0.6466666666666666,0.6366666666666667,-0.9999999999999898,0.6198176096153869,0.6227813959623425,0.2963786346955599,166,9,19,0.05421686746987952,0.1144578313253012,0.616132656814882,0.6202433359509404,0.4110679136058337,5.386773738845149,-5.090395104149589,0.75,well_estimated,8,2,9.099999999999998 -300,23,23,23,0.07666666666666666,0.07666666666666666,89,89,0.6266666666666667,0.6266666666666667,0.0,0.6243602276163671,0.6243602276163671,0.0,166,20,20,0.12048192771084337,0.12048192771084337,0.6186902806182111,0.6186902806182111,0.0,5.417243842044519,-5.417243842044519,1.0,well_estimated,8,2,9.099999999999998 -300,0,0,0,0.0,0.0,0,87,0.5266666666666666,0.62,9.333333333333337,0.5238265102564188,0.6152456097647224,9.141909950830362,158,0,17,0.0,0.10759493670886076,0.5208222383590735,0.6102297955621635,8.940755720309001,5.097865029163832,4.04404492166653,0.0,well_estimated,8,3,9.099999999999998 -300,6,6,6,0.02,0.02,36,91,0.5833333333333334,0.6166666666666667,3.3333333333333326,0.5744241105775635,0.6179545956146324,4.353048503706891,158,6,20,0.0379746835443038,0.12658227848101267,0.5726348130536348,0.6128295238580589,4.019471080442405,5.128725895323419,-0.7756773916165285,0.25,well_estimated,8,3,9.099999999999998 -300,9,9,9,0.03,0.03,63,92,0.6166666666666667,0.62,0.33333333333332993,0.6050850641488555,0.6187644371205642,1.3679372971708625,158,11,20,0.06962025316455696,0.12658227848101267,0.6016304552552513,0.6131459808041967,1.1515525548945416,5.124879851863402,-3.7569425546925395,0.5,well_estimated,8,3,9.099999999999998 -300,9,9,9,0.03,0.03,82,92,0.6133333333333333,0.62,0.666666666666671,0.6170636785624591,0.6187644371205642,0.1700758558105031,158,17,20,0.10759493670886076,0.12658227848101267,0.6113618797875126,0.6131459808041967,0.17841010166841365,5.127390324477708,-4.957314468667205,0.75,well_estimated,8,3,9.099999999999998 -300,15,15,15,0.05,0.05,94,94,0.61,0.61,0.0,0.6197723675878821,0.6197723675878821,0.0,158,22,22,0.13924050632911392,0.13924050632911392,0.6132892649016284,0.6132892649016284,0.0,5.146999920050746,-5.146999920050746,1.0,well_estimated,8,3,9.099999999999998 -300,0,0,0,0.0,0.0,0,80,0.55,0.6,4.999999999999993,0.5154298254590294,0.5784886657481261,6.30588402890967,165,0,18,0.0,0.10909090909090909,0.5244465472269536,0.5812979731195772,5.68514258926236,3.7836513853338056,2.5222326435758644,0.0,well_estimated,9,0,9.550000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,26,83,0.57,0.5866666666666667,1.6666666666666718,0.549600658279394,0.5837784507023339,3.4177792422939945,165,5,22,0.030303030303030304,0.13333333333333333,0.558550302886813,0.5871704231702646,2.862012028345162,3.855016426734091,-0.4372371844400966,0.25,well_estimated,9,0,9.550000000000002 -300,12,12,12,0.04,0.04,51,87,0.5833333333333334,0.5933333333333334,1.0000000000000009,0.5719782210242973,0.5859660507026195,1.398782967832224,165,11,22,0.06666666666666667,0.13333333333333333,0.5803193998227746,0.5894688106416368,0.9149410818862225,3.894814744302212,-2.496031776469988,0.5,well_estimated,9,0,9.550000000000002 -300,18,18,18,0.06,0.06,74,90,0.5933333333333334,0.5966666666666667,0.33333333333332993,0.5838226822042424,0.586802520386902,0.29798381826595666,165,18,22,0.10909090909090909,0.13333333333333333,0.5899031877247202,0.5907782842253592,0.08750965006389944,3.9986463324290367,-3.70066251416308,0.75,well_estimated,9,0,9.550000000000002 -300,22,22,22,0.07333333333333333,0.07333333333333333,93,93,0.5933333333333334,0.5933333333333334,0.0,0.586933864998785,0.586933864998785,0.0,165,24,24,0.14545454545454545,0.14545454545454545,0.5910858702397164,0.5910858702397164,0.0,4.0023704013977115,-4.0023704013977115,1.0,well_estimated,9,0,9.550000000000002 -300,0,0,0,0.0,0.0,0,88,0.49666666666666665,0.5666666666666667,7.000000000000001,0.496797989668938,0.5721641213883477,7.53661317194097,149,0,21,0.0,0.14093959731543623,0.5066589027598056,0.5744243882851061,6.776548552530048,3.8558886546982745,3.6807245172426954,0.0,well_estimated,9,1,9.550000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,29,89,0.5133333333333333,0.5733333333333334,6.000000000000005,0.5380232867545928,0.579058904525639,4.103561777104625,149,7,21,0.04697986577181208,0.14093959731543623,0.5465164774491571,0.5827140834081166,3.619760595895949,4.038255938433606,0.06530583867101925,0.25,well_estimated,9,1,9.550000000000002 -300,17,17,17,0.056666666666666664,0.056666666666666664,58,93,0.55,0.58,2.9999999999999916,0.5650997036450589,0.5811493928600304,1.6049689214971519,149,12,22,0.08053691275167785,0.1476510067114094,0.5709036745406947,0.584073658633824,1.3169984093129306,4.1959027754957345,-2.5909338539985827,0.5,well_estimated,9,1,9.550000000000002 -300,25,25,25,0.08333333333333333,0.08333333333333333,82,97,0.5633333333333334,0.5933333333333334,3.0000000000000027,0.5807736755525462,0.5827607809537027,0.19871054011564304,149,19,21,0.12751677852348994,0.14093959731543623,0.5842004252000195,0.5849217755700712,0.0721350370051721,4.291442867794417,-4.092732327678774,0.75,well_estimated,9,1,9.550000000000002 -300,33,33,33,0.11,0.11,99,99,0.5766666666666667,0.5766666666666667,0.0,0.5833526469312416,0.5833526469312416,0.0,149,23,23,0.15436241610738255,0.15436241610738255,0.5852361577340934,0.5852361577340934,0.0,4.326777818071177,-4.326777818071177,1.0,well_estimated,9,1,9.550000000000002 -300,0,0,0,0.0,0.0,0,82,0.5633333333333334,0.6566666666666666,9.333333333333327,0.5335770690219039,0.6077580623119355,7.418099329003159,169,0,14,0.0,0.08284023668639054,0.5419740294086869,0.6145056910053679,7.253166159668101,3.6498976505183056,3.768201678484853,0.0,well_estimated,9,2,9.550000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,34,88,0.6033333333333334,0.65,4.666666666666663,0.5760174326249341,0.6103803189077206,3.43628862827865,169,6,18,0.03550295857988166,0.10650887573964497,0.583643058739365,0.617948806837741,3.4305748098376054,3.813635462735321,-0.37734683445667105,0.25,well_estimated,9,2,9.550000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,58,89,0.6433333333333333,0.6533333333333333,1.0000000000000009,0.6007729374647888,0.6109525973123802,1.0179659847591394,169,8,18,0.047337278106508875,0.10650887573964497,0.6073862208859129,0.6182092746513337,1.082305376542081,3.9053457509692913,-2.887379766210152,0.5,well_estimated,9,2,9.550000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,75,91,0.6433333333333333,0.6533333333333333,1.0000000000000009,0.6084858930547209,0.6115219444611444,0.303605140642349,169,14,19,0.08284023668639054,0.11242603550295859,0.6151599210446925,0.6186558654169089,0.3495944372216342,3.9066174617109164,-3.6030123210685674,0.75,well_estimated,9,2,9.550000000000002 -300,21,21,21,0.07,0.07,92,92,0.6466666666666666,0.6466666666666666,0.0,0.6118116878385123,0.6118116878385123,0.0,169,21,21,0.1242603550295858,0.1242603550295858,0.6187926434916471,0.6187926434916471,0.0,3.9426956598779967,-3.9426956598779967,1.0,well_estimated,9,2,9.550000000000002 -300,0,0,0,0.0,0.0,0,83,0.55,0.62,6.999999999999995,0.526325218877132,0.596845716011972,7.052049713483999,165,0,21,0.0,0.12727272727272726,0.532026830045891,0.6013034787917129,6.9276648745821845,3.880280684664346,3.171769028819653,0.0,well_estimated,9,3,9.550000000000002 -300,4,4,4,0.013333333333333334,0.013333333333333334,26,84,0.5766666666666667,0.62,4.333333333333334,0.5621679141082658,0.6024411753224002,4.027326121413433,165,7,21,0.04242424242424243,0.12727272727272726,0.5687857369360525,0.6075030591098923,3.871732217383983,4.013566653164774,0.013759468248658813,0.25,well_estimated,9,3,9.550000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,51,87,0.62,0.62,0.0,0.590593135102193,0.6047915709331753,1.4198435830982237,165,9,22,0.05454545454545454,0.13333333333333333,0.5966527134339565,0.6100514156865633,1.3398702252606753,4.076831627501024,-2.6569880444028002,0.5,well_estimated,9,3,9.550000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,74,86,0.62,0.62,0.0,0.603665811146729,0.6064609498320045,0.2795138685275478,165,16,22,0.09696969696969697,0.13333333333333333,0.6095730159516084,0.6117153354978743,0.21423195462658695,4.18505163759996,-3.9055377690724122,0.75,well_estimated,9,3,9.550000000000002 -300,22,22,22,0.07333333333333333,0.07333333333333333,88,88,0.6266666666666667,0.6266666666666667,0.0,0.6065772851395905,0.6065772851395905,0.0,165,22,22,0.13333333333333333,0.13333333333333333,0.6116347742061832,0.6116347742061832,0.0,4.135083048422188,-4.135083048422188,1.0,well_estimated,9,3,9.550000000000002 -300,0,0,0,0.0,0.0,0,85,0.49666666666666665,0.5966666666666667,10.000000000000004,0.5312990818843908,0.6214436998244109,9.014461794002015,149,0,18,0.0,0.12080536912751678,0.5264970180019625,0.6119955103635304,8.549849236156792,4.816196317405684,4.198265476596331,0.0,well_estimated,10,0,8.899999999999997 -300,9,9,9,0.03,0.03,35,83,0.5666666666666667,0.6066666666666667,4.0000000000000036,0.5824001788701377,0.6259149207665586,4.35147418964209,149,4,17,0.026845637583892617,0.11409395973154363,0.575410335717061,0.6150587460428298,3.9648410325768824,5.030512772087048,-0.6790385824449583,0.25,well_estimated,10,0,8.899999999999997 -300,9,9,9,0.03,0.03,61,83,0.6133333333333333,0.6066666666666667,-0.6666666666666599,0.6126620510293078,0.6259149207665586,1.3252869737250816,149,7,17,0.04697986577181208,0.11409395973154363,0.6034093566418529,0.6150587460428298,1.1649389400976928,5.166161516098383,-3.8408745423733017,0.5,well_estimated,10,0,8.899999999999997 -300,15,15,15,0.05,0.05,83,89,0.6133333333333333,0.59,-2.3333333333333317,0.6269642574697554,0.627676826427626,0.07125689578706407,149,16,22,0.10738255033557047,0.1476510067114094,0.6152869435315114,0.615547982196409,0.026103866489768368,5.252728502139781,-5.181471606352717,0.75,well_estimated,10,0,8.899999999999997 -300,25,25,25,0.08333333333333333,0.08333333333333333,97,97,0.5966666666666667,0.5966666666666667,0.0,0.6289126633111354,0.6289126633111354,0.0,149,23,23,0.15436241610738255,0.15436241610738255,0.6161134201639655,0.6161134201639655,0.0,5.324036155578405,-5.324036155578405,1.0,well_estimated,10,0,8.899999999999997 -300,0,0,0,0.0,0.0,0,97,0.5433333333333333,0.6433333333333333,9.999999999999998,0.536919142146764,0.6270459294334685,9.012678728670453,163,0,20,0.0,0.12269938650306748,0.5287774065358426,0.6144165766826857,8.563917014684307,4.6404610823237995,4.3722176463466536,0.0,well_estimated,10,1,8.899999999999997 -300,5,5,5,0.016666666666666666,0.016666666666666666,28,99,0.5833333333333334,0.64,5.666666666666664,0.5827774182955386,0.6304680666567458,4.769064836120718,163,4,22,0.024539877300613498,0.13496932515337423,0.572789486458304,0.6186454039549318,4.585591749662788,4.762693668399116,0.006371167721601623,0.25,well_estimated,10,1,8.899999999999997 -300,12,12,12,0.04,0.04,61,97,0.62,0.6433333333333333,2.3333333333333317,0.6136776035484136,0.6320229110872126,1.8345307538799038,163,11,22,0.06748466257668712,0.13496932515337423,0.6023785177752814,0.6206708558500664,1.829233807478503,4.852863093895454,-3.0183323400155504,0.5,well_estimated,10,1,8.899999999999997 -300,19,19,19,0.06333333333333334,0.06333333333333334,84,99,0.64,0.6333333333333333,-0.666666666666671,0.6295557189238525,0.6325968030677639,0.30410841439113545,163,18,24,0.11042944785276074,0.147239263803681,0.6174702695995723,0.6212787424822575,0.38084728826851544,4.928810114502056,-4.62470170011092,0.75,well_estimated,10,1,8.899999999999997 -300,20,20,20,0.06666666666666667,0.06666666666666667,100,100,0.6333333333333333,0.6333333333333333,0.0,0.6326046766367628,0.6326046766367628,0.0,163,24,24,0.147239263803681,0.147239263803681,0.6212308560069552,0.6212308560069552,0.0,5.002818171534323,-5.002818171534323,1.0,well_estimated,10,1,8.899999999999997 -300,0,0,0,0.0,0.0,0,77,0.51,0.5633333333333334,5.333333333333334,0.5322553588955985,0.605969749919059,7.371439102346056,153,0,16,0.0,0.10457516339869281,0.526703553964192,0.5965790246665124,6.987547070232036,4.745369018935787,2.6260700834102684,0.0,well_estimated,10,2,8.899999999999997 -300,5,5,5,0.016666666666666666,0.016666666666666666,27,78,0.5466666666666666,0.5566666666666666,1.0000000000000009,0.5731561586605199,0.6097380890050114,3.658193034449142,153,3,17,0.0196078431372549,0.1111111111111111,0.5658501431257958,0.6001439777363766,3.4293834610580776,4.850403078521586,-1.1922100440724437,0.25,well_estimated,10,2,8.899999999999997 -300,16,16,16,0.05333333333333334,0.05333333333333334,57,81,0.5666666666666667,0.5666666666666667,0.0,0.6064309944610633,0.6153912832526823,0.8960288791619031,153,8,17,0.05228758169934641,0.1111111111111111,0.5952238885879803,0.6048225476690738,0.9598659081093586,4.962178200818601,-4.066149321656697,0.5,well_estimated,10,2,8.899999999999997 -300,21,21,21,0.07,0.07,72,83,0.5766666666666667,0.58,0.33333333333332993,0.6151046757456281,0.6165622263118987,0.14575505662706156,153,12,16,0.0784313725490196,0.10457516339869281,0.603672227846875,0.6050656841355723,0.1393456288697248,5.024137330756322,-4.878382274129261,0.75,well_estimated,10,2,8.899999999999997 -300,28,28,28,0.09333333333333334,0.09333333333333334,87,87,0.58,0.58,0.0,0.617143268905697,0.617143268905697,0.0,153,17,17,0.1111111111111111,0.1111111111111111,0.6053975975777998,0.6053975975777998,0.0,5.057971511968415,-5.057971511968415,1.0,well_estimated,10,2,8.899999999999997 -300,0,0,0,0.0,0.0,0,89,0.4866666666666667,0.56,7.333333333333336,0.5341196632870231,0.624746353375455,9.062669008843194,146,0,18,0.0,0.1232876712328767,0.5294797261806935,0.6133651278483143,8.388540166762082,4.962775919221175,4.099893089622019,0.0,well_estimated,10,3,8.899999999999997 -300,2,2,2,0.006666666666666667,0.006666666666666667,30,87,0.52,0.5566666666666666,3.6666666666666625,0.576103471437051,0.6263873208143047,5.028384937725372,146,3,17,0.02054794520547945,0.11643835616438356,0.5698027671965568,0.6146861830494698,4.4883415852913,5.110880683460838,-0.08249574573546603,0.25,well_estimated,10,3,8.899999999999997 -300,8,8,8,0.02666666666666667,0.02666666666666667,66,92,0.5666666666666667,0.57,0.33333333333332993,0.6168273199809817,0.629340885354708,1.2513565373726276,146,8,16,0.0547945205479452,0.1095890410958904,0.6062944422924602,0.617448959406006,1.1154517113545759,5.300799329341568,-4.04944279196894,0.5,well_estimated,10,3,8.899999999999997 -300,13,13,13,0.043333333333333335,0.043333333333333335,84,95,0.56,0.5733333333333334,1.3333333333333308,0.6288327643494813,0.6304916450616154,0.16588807121340476,146,15,16,0.10273972602739725,0.1095890410958904,0.6174356337929532,0.6193707921412994,0.1935158348346233,5.274012781064199,-5.108124709850794,0.75,well_estimated,10,3,8.899999999999997 -300,18,18,18,0.06,0.06,97,97,0.57,0.57,0.0,0.6307947803676685,0.6307947803676685,0.0,146,17,17,0.11643835616438356,0.11643835616438356,0.6191263757473476,0.6191263757473476,0.0,5.286929833522594,-5.286929833522594,1.0,well_estimated,10,3,8.899999999999997 -300,0,0,0,0.0,0.0,0,80,0.4766666666666667,0.5566666666666666,7.9999999999999964,0.5147262309731637,0.5947452535822638,8.00190226091001,143,0,19,0.0,0.13286713286713286,0.5096912539545583,0.5909060583603358,8.121480440577756,2.9002896948526335,5.101612566057376,0.0,well_estimated,11,0,8.799999999999997 -300,2,2,2,0.006666666666666667,0.006666666666666667,30,79,0.5033333333333333,0.56,5.666666666666675,0.5558572232851501,0.5966472278866389,4.079000460148885,143,8,18,0.055944055944055944,0.1258741258741259,0.5505058931763168,0.5926227826536002,4.211688947728343,2.966452261251798,1.1125481988970871,0.25,well_estimated,11,0,8.799999999999997 -300,8,8,8,0.02666666666666667,0.02666666666666667,60,82,0.55,0.5766666666666667,2.6666666666666616,0.5905126676548054,0.6002503111045446,0.9737643449739264,143,13,18,0.09090909090909091,0.1258741258741259,0.5863306709833227,0.5961432324669361,0.9812561483613425,3.0716868111939633,-2.097922466220037,0.5,well_estimated,11,0,8.799999999999997 -300,18,18,18,0.06,0.06,77,83,0.57,0.5733333333333334,0.33333333333334103,0.6018553487405065,0.6030192689933707,0.1163920252864159,143,16,18,0.11188811188811189,0.1258741258741259,0.5983529022083206,0.5992348185863228,0.08819163780021677,3.145356078150402,-3.0289640528639863,0.75,well_estimated,11,0,8.799999999999997 -300,23,23,23,0.07666666666666666,0.07666666666666666,87,87,0.58,0.58,0.0,0.603519652495949,0.603519652495949,0.0,143,18,18,0.1258741258741259,0.1258741258741259,0.6004086588045243,0.6004086588045243,0.0,3.1229068137984184,-3.1229068137984184,1.0,well_estimated,11,0,8.799999999999997 -300,0,0,0,0.0,0.0,0,72,0.55,0.62,6.999999999999995,0.5453551259167322,0.6042934958867723,5.893836997004009,165,0,15,0.0,0.09090909090909091,0.5426473167054235,0.6029766191539646,6.032930244854107,2.9399925005069694,2.95384449649704,0.0,well_estimated,11,1,8.799999999999997 -300,6,6,6,0.02,0.02,26,79,0.59,0.6333333333333333,4.333333333333334,0.5758555297559379,0.6058164900729944,2.996096031705653,165,3,16,0.01818181818181818,0.09696969696969697,0.5735005958557937,0.6047044217018339,3.12038258460402,2.9521896061207697,0.04390642558488311,0.25,well_estimated,11,1,8.799999999999997 -300,7,7,7,0.023333333333333334,0.023333333333333334,47,80,0.6,0.6333333333333333,3.3333333333333326,0.5957521329031871,0.6060111515937125,1.0259018690525479,165,9,16,0.05454545454545454,0.09696969696969697,0.5938593601891453,0.6050569878599406,1.119762767079524,3.0164714324274646,-1.9905695633749168,0.5,well_estimated,11,1,8.799999999999997 -300,16,16,16,0.05333333333333334,0.05333333333333334,64,86,0.62,0.6266666666666667,0.666666666666671,0.6034873858848725,0.6071574088271151,0.3670022942242612,165,12,20,0.07272727272727272,0.12121212121212122,0.6018522896943784,0.6063491968167978,0.4496907122419347,3.1446735785675903,-2.777671284343329,0.75,well_estimated,11,1,8.799999999999997 -300,19,19,19,0.06333333333333334,0.06333333333333334,83,83,0.63,0.63,0.0,0.6072880626943018,0.6072880626943018,0.0,165,19,19,0.11515151515151516,0.11515151515151516,0.6067213249074461,0.6067213249074461,0.0,3.1174824536450054,-3.1174824536450054,1.0,well_estimated,11,1,8.799999999999997 -300,0,0,0,0.0,0.0,0,89,0.53,0.5633333333333334,3.3333333333333326,0.5393087540099698,0.6050949534717958,6.578619946182595,159,0,25,0.0,0.15723270440251572,0.5377277704357325,0.605451089457563,6.772331902183049,2.962213045991317,3.616406900191278,0.0,well_estimated,11,2,8.799999999999997 -300,4,4,4,0.013333333333333334,0.013333333333333334,28,88,0.5333333333333333,0.5566666666666666,2.3333333333333317,0.5721151337662406,0.606682386462896,3.4567252696655393,159,8,25,0.050314465408805034,0.15723270440251572,0.5702886813280089,0.6070703230609014,3.6781641732892445,3.082693648988535,0.37403162067700446,0.25,well_estimated,11,2,8.799999999999997 -300,12,12,12,0.04,0.04,54,89,0.5566666666666666,0.5633333333333334,0.666666666666671,0.5976850419559332,0.6091646771072309,1.1479635151297685,159,15,25,0.09433962264150944,0.15723270440251572,0.5958587159385091,0.6088898507008671,1.3031134762357954,3.1214426773772126,-1.9734791622474441,0.5,well_estimated,11,2,8.799999999999997 -300,16,16,16,0.05333333333333334,0.05333333333333334,79,90,0.5633333333333334,0.56,-0.33333333333332993,0.6083486479068217,0.6100431332307689,0.16944853239471147,159,22,26,0.13836477987421383,0.16352201257861634,0.6073084046627708,0.6091701098859236,0.18617052231527653,3.1899569537992645,-3.020508421404553,0.75,well_estimated,11,2,8.799999999999997 -300,21,21,21,0.07,0.07,91,91,0.56,0.56,0.0,0.6105121276666008,0.6105121276666008,0.0,159,26,26,0.16352201257861634,0.16352201257861634,0.6087632854748914,0.6087632854748914,0.0,3.255833188410602,-3.255833188410602,1.0,well_estimated,11,2,8.799999999999997 -300,0,0,0,0.0,0.0,0,76,0.53,0.62,8.999999999999996,0.5413130226083217,0.6168554797696012,7.55424571612795,159,0,14,0.0,0.0880503144654088,0.5387152677112329,0.6149964159950326,7.628114828379973,3.006670981707353,4.547574734420596,0.0,well_estimated,11,3,8.799999999999997 -300,6,6,6,0.02,0.02,30,78,0.56,0.63,6.999999999999995,0.5828078798856744,0.6192882911627035,3.6480411277029057,159,7,15,0.0440251572327044,0.09433962264150944,0.5805529228141404,0.6166178071292101,3.606488431506971,3.133365160292245,0.5146759674106605,0.25,well_estimated,11,3,8.799999999999997 -300,6,6,6,0.02,0.02,51,78,0.6033333333333334,0.63,2.6666666666666616,0.6057157777057124,0.6192882911627035,1.3572513456991064,159,7,15,0.0440251572327044,0.09433962264150944,0.6034746587694577,0.6166178071292101,1.3143148359752388,3.1692903245098742,-1.8120389788107678,0.5,well_estimated,11,3,8.799999999999997 -300,14,14,14,0.04666666666666667,0.04666666666666667,71,78,0.6233333333333333,0.6366666666666667,1.333333333333342,0.6195189276588747,0.6210636411152642,0.15447134563895126,159,13,14,0.08176100628930817,0.0880503144654088,0.61694972583916,0.6183926061243521,0.14428802851921274,3.2752910730879248,-3.1208197274489735,0.75,well_estimated,11,3,8.799999999999997 -300,19,19,19,0.06333333333333334,0.06333333333333334,81,81,0.6366666666666667,0.6366666666666667,0.0,0.6216515521993966,0.6216515521993966,0.0,159,15,15,0.09433962264150944,0.09433962264150944,0.6190897758982636,0.6190897758982636,0.0,3.296328799928324,-3.296328799928324,1.0,well_estimated,11,3,8.799999999999997 -300,0,0,0,0.0,0.0,0,86,0.5366666666666666,0.5866666666666667,5.000000000000004,0.5361675709740663,0.6121197695824214,7.5952198608355115,161,0,21,0.0,0.13043478260869565,0.5434727657334529,0.6092098506454264,6.573708491197349,3.6932068132322553,3.902013047603256,0.0,well_estimated,12,0,9.699999999999998 -300,12,12,12,0.04,0.04,26,90,0.5733333333333334,0.59,1.6666666666666607,0.5719228207824925,0.6150262540976663,4.310343331517386,161,3,23,0.018633540372670808,0.14285714285714285,0.5768407610452656,0.6132591516486778,3.641839060341223,3.8156577975174923,0.49468553399989323,0.25,well_estimated,12,0,9.699999999999998 -300,13,13,13,0.043333333333333335,0.043333333333333335,60,91,0.5966666666666667,0.5866666666666667,-1.0000000000000009,0.6033414873294144,0.6150995006566297,1.1758013327215266,161,11,24,0.06832298136645963,0.14906832298136646,0.6056373994388893,0.6131442606210094,0.7506861182120073,3.8620391028910546,-2.686237770169528,0.5,well_estimated,12,0,9.699999999999998 -300,12,12,12,0.04,0.04,74,90,0.6033333333333334,0.59,-1.333333333333342,0.612515081467943,0.6150262540976663,0.2511172629723335,161,15,23,0.09316770186335403,0.14285714285714285,0.6117819272786205,0.6132591516486778,0.14772243700573728,3.846456378553307,-3.5953391155809733,0.75,well_estimated,12,0,9.699999999999998 -300,14,14,14,0.04666666666666667,0.04666666666666667,90,90,0.5833333333333334,0.5833333333333334,0.0,0.615146440053297,0.615146440053297,0.0,161,24,24,0.14906832298136646,0.14906832298136646,0.6130063401309336,0.6130063401309336,0.0,3.8956525890904348,-3.8956525890904348,1.0,well_estimated,12,0,9.699999999999998 -300,0,0,0,0.0,0.0,0,85,0.55,0.58,2.9999999999999916,0.5359623471495676,0.6078058680276803,7.184352087811274,165,0,24,0.0,0.14545454545454545,0.5417746635499473,0.6072718390698321,6.5497175519884765,3.6142392863450397,3.5701128014662347,0.0,well_estimated,12,1,9.699999999999998 -300,9,9,9,0.03,0.03,33,85,0.59,0.6,1.0000000000000009,0.5805213726671512,0.6122102218318882,3.168884916473702,165,7,22,0.04242424242424243,0.13333333333333333,0.5842537083086037,0.6120379002844433,2.778419197583959,3.6994332050660237,-0.5305482885923216,0.25,well_estimated,12,1,9.699999999999998 -300,19,19,19,0.06333333333333334,0.06333333333333334,55,87,0.59,0.5966666666666667,0.666666666666671,0.5984325177943683,0.613987611599305,1.5555093804936693,165,16,23,0.09696969696969697,0.1393939393939394,0.6021355346659821,0.6140045265457466,1.1868991879764423,3.807682138040581,-2.2521727575469117,0.5,well_estimated,12,1,9.699999999999998 -300,17,17,17,0.056666666666666664,0.056666666666666664,79,87,0.6,0.5966666666666667,-0.33333333333332993,0.6125216169263042,0.613790013213792,0.12683962874877608,165,20,23,0.12121212121212122,0.1393939393939394,0.6139384671513661,0.6137416203547588,-0.019684679660736393,3.851349901465179,-3.724510272716403,0.75,well_estimated,12,1,9.699999999999998 -300,22,22,22,0.07333333333333333,0.07333333333333333,90,90,0.6,0.6,0.0,0.6141722356599472,0.6141722356599472,0.0,165,24,24,0.14545454545454545,0.14545454545454545,0.6139237064059863,0.6139237064059863,0.0,3.8675324149311336,-3.8675324149311336,1.0,well_estimated,12,1,9.699999999999998 -300,0,0,0,0.0,0.0,0,88,0.5233333333333333,0.6,7.666666666666666,0.535772365044628,0.6234157721647885,8.76434071201605,157,0,21,0.0,0.1337579617834395,0.5406317513622863,0.6219276013320103,8.129584996972405,3.742079374603597,5.022261337412454,0.0,well_estimated,12,2,9.699999999999998 -300,8,8,8,0.02666666666666667,0.02666666666666667,34,88,0.5833333333333334,0.6066666666666667,2.3333333333333317,0.5856816174996228,0.6275977601017695,4.191614260214671,157,5,21,0.03184713375796178,0.1337579617834395,0.5886290940220621,0.6267251364178836,3.809604239582154,3.833894014648872,0.35772024556579884,0.25,well_estimated,12,2,9.699999999999998 -300,13,13,13,0.043333333333333335,0.043333333333333335,64,90,0.6333333333333333,0.6066666666666667,-2.6666666666666616,0.6163525709639479,0.6285816381149846,1.2229067151036666,157,8,21,0.050955414012738856,0.1337579617834395,0.618308050158191,0.6273198372377361,0.9011787079545086,3.914514409478019,-2.6916076943743525,0.5,well_estimated,12,2,9.699999999999998 -300,15,15,15,0.05,0.05,83,91,0.6133333333333333,0.61,-0.33333333333332993,0.6274807489750601,0.6288055402340252,0.1324791258965119,157,17,21,0.10828025477707007,0.1337579617834395,0.6260874296286381,0.6275312682959007,0.1443838667262609,3.957547860052187,-3.8250687341556753,0.75,well_estimated,12,2,9.699999999999998 -300,19,19,19,0.06333333333333334,0.06333333333333334,93,93,0.61,0.61,0.0,0.6289041857037904,0.6289041857037904,0.0,157,21,21,0.1337579617834395,0.1337579617834395,0.6272591677720402,0.6272591677720402,0.0,3.940765895766248,-3.940765895766248,1.0,well_estimated,12,2,9.699999999999998 -300,0,0,0,0.0,0.0,0,86,0.5933333333333334,0.6633333333333333,6.999999999999995,0.5324699969400966,0.6189222634450458,8.64522665049492,178,0,24,0.0,0.1348314606741573,0.5376215024354154,0.6148805299974714,7.725902756205604,3.8265079446462007,4.818718705848719,0.0,well_estimated,12,3,9.699999999999998 -300,3,3,3,0.01,0.01,33,84,0.6366666666666667,0.67,3.3333333333333326,0.5832216429309509,0.6215517729518651,3.8330130020914233,178,5,22,0.028089887640449437,0.12359550561797752,0.5851014850049451,0.6170543346386436,3.195284963369849,3.8889132208888975,-0.0559002187974742,0.25,well_estimated,12,3,9.699999999999998 -300,10,10,10,0.03333333333333333,0.03333333333333333,59,89,0.6633333333333333,0.6666666666666666,0.33333333333332993,0.6105069193101457,0.6256569836754434,1.5150064365297755,178,12,24,0.06741573033707865,0.1348314606741573,0.6103790911157708,0.6208103412257445,1.04312501099737,4.024134533978555,-2.5091280974487793,0.5,well_estimated,12,3,9.699999999999998 -300,18,18,18,0.06,0.06,80,89,0.6733333333333333,0.6733333333333333,0.0,0.6259583323414,0.6283224944826683,0.23641621412683334,178,19,23,0.10674157303370786,0.12921348314606743,0.6227764660417037,0.6240615454463057,0.12850794046019853,4.057177568917472,-3.8207613547906383,0.75,well_estimated,12,3,9.699999999999998 -300,27,27,27,0.09,0.09,95,95,0.6866666666666666,0.6866666666666666,0.0,0.6290977452223243,0.6290977452223243,0.0,178,23,23,0.12921348314606743,0.12921348314606743,0.6239920105346454,0.6239920105346454,0.0,4.098683300499464,-4.098683300499464,1.0,well_estimated,12,3,9.699999999999998 -300,0,0,0,0.0,0.0,0,80,0.6,0.63,3.0000000000000027,0.5496013768048962,0.6167648869547376,6.716351014984145,180,0,23,0.0,0.12777777777777777,0.5434207325406945,0.6085430986841648,6.512236614347033,3.8968381753439987,2.8195128396401463,0.0,well_estimated,13,0,8.650000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,25,81,0.6366666666666667,0.6266666666666667,-1.0000000000000009,0.5879325542234682,0.6202903793998179,3.2357825176349664,180,6,25,0.03333333333333333,0.1388888888888889,0.5806908616135421,0.6109522664054869,3.0261404791944835,4.026586019222135,-0.7908035015871686,0.25,well_estimated,13,0,8.650000000000002 -300,12,12,12,0.04,0.04,48,80,0.6533333333333333,0.6233333333333333,-3.0000000000000027,0.6108322359448586,0.6215015223713912,1.0669286426532643,180,12,25,0.06666666666666667,0.1388888888888889,0.6024861897592649,0.612099534666213,0.9613344906948096,4.130979986575867,-3.064051343922603,0.5,well_estimated,13,0,8.650000000000002 -300,24,24,24,0.08,0.08,68,85,0.6433333333333333,0.6233333333333333,-2.0000000000000018,0.6202575023351832,0.6239528915350103,0.3695389199827148,180,20,27,0.1111111111111111,0.15,0.6091529457937325,0.612950851305378,0.3797905511645494,4.337728331779031,-3.9681894117963163,0.75,well_estimated,13,0,8.650000000000002 -300,33,33,33,0.11,0.11,87,87,0.6166666666666667,0.6166666666666667,0.0,0.6246968215732166,0.6246968215732166,0.0,180,30,30,0.16666666666666666,0.16666666666666666,0.6126443487062153,0.6126443487062153,0.0,4.409965267161926,-4.409965267161926,1.0,well_estimated,13,0,8.650000000000002 -300,0,0,0,0.0,0.0,0,86,0.5233333333333333,0.6433333333333333,12.0,0.5318097298805516,0.612458619554975,8.064888967442341,157,0,14,0.0,0.08917197452229299,0.52685560798094,0.605731245994017,7.887563801307696,3.7951566616908106,4.26973230575153,0.0,well_estimated,13,1,8.650000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,24,89,0.56,0.6433333333333333,8.333333333333325,0.5716330953467368,0.6186489834493424,4.70158881026056,157,4,15,0.025477707006369428,0.09554140127388536,0.5644831319003282,0.6122230834514097,4.773995155108157,3.8779676907481493,0.8236211195124108,0.25,well_estimated,13,1,8.650000000000002 -300,18,18,18,0.06,0.06,56,94,0.62,0.64,2.0000000000000018,0.6064906025003165,0.6212887084257656,1.4798105925449057,157,8,16,0.050955414012738856,0.10191082802547771,0.5996243739497001,0.6149706961979758,1.5346322248275701,3.9711373599092186,-2.491326767364313,0.5,well_estimated,13,1,8.650000000000002 -300,25,25,25,0.08333333333333333,0.08333333333333333,75,91,0.6333333333333333,0.6433333333333333,1.0000000000000009,0.6192512113667619,0.6229402177922148,0.368900642545289,157,12,15,0.07643312101910828,0.09554140127388536,0.6113454618566401,0.6158190065618648,0.44735447052247634,4.011832504475342,-3.6429318619300526,0.75,well_estimated,13,1,8.650000000000002 -300,32,32,32,0.10666666666666667,0.10666666666666667,95,95,0.6466666666666666,0.6466666666666666,0.0,0.6233489539401126,0.6233489539401126,0.0,157,17,17,0.10828025477707007,0.10828025477707007,0.61555619736282,0.61555619736282,0.0,4.072492087171707,-4.072492087171707,1.0,well_estimated,13,1,8.650000000000002 -300,0,0,0,0.0,0.0,0,89,0.53,0.6533333333333333,12.333333333333329,0.5322387538716964,0.6159518806419061,8.37131267702097,159,0,12,0.0,0.07547169811320754,0.5292994214278517,0.6098557876578016,8.055636622994989,3.829046818267845,4.542265858753126,0.0,well_estimated,13,2,8.650000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,35,86,0.6066666666666667,0.65,4.333333333333334,0.5794870678831968,0.6206055744100206,4.111850652682381,159,2,11,0.012578616352201259,0.06918238993710692,0.5742767308923274,0.6136348673576444,3.935813646531694,4.067266396119291,0.0445842565630894,0.25,well_estimated,13,2,8.650000000000002 -300,12,12,12,0.04,0.04,66,90,0.6366666666666667,0.66,2.3333333333333317,0.6104482645707632,0.6228246603577567,1.2376395786993566,159,9,11,0.05660377358490566,0.06918238993710692,0.6047808165520415,0.614976676566928,1.0195860014886482,4.223371186661756,-2.985731607962399,0.5,well_estimated,13,2,8.650000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,86,93,0.65,0.6566666666666666,0.6666666666666599,0.6230782139524216,0.6248688255686807,0.17906116162591523,159,12,12,0.07547169811320754,0.07547169811320754,0.6172904754982248,0.6172109764960769,-0.007949900214787586,4.390337345344881,-4.211276183718966,0.75,well_estimated,13,2,8.650000000000002 -300,25,25,25,0.08333333333333333,0.08333333333333333,97,97,0.65,0.65,0.0,0.6255167583270475,0.6255167583270475,0.0,159,15,15,0.09433962264150944,0.09433962264150944,0.6187283613462137,0.6187283613462137,0.0,4.38836060170337,-4.38836060170337,1.0,well_estimated,13,2,8.650000000000002 -300,0,0,0,0.0,0.0,0,90,0.4866666666666667,0.5833333333333334,9.666666666666668,0.5195954847533348,0.5949445756077846,7.5349090854449745,146,0,17,0.0,0.11643835616438356,0.5133709336539704,0.5878551715393591,7.4484237885388715,4.23047850412513,3.3044305813198447,0.0,well_estimated,13,3,8.650000000000002 -300,3,3,3,0.01,0.01,28,89,0.5166666666666667,0.5866666666666667,6.999999999999995,0.5577904937356895,0.595748917120182,3.7958423384492512,146,5,16,0.03424657534246575,0.1095890410958904,0.552783283533898,0.587410581898204,3.4627298364306003,4.366675998609541,-0.5708336601602895,0.25,well_estimated,13,3,8.650000000000002 -300,2,2,2,0.006666666666666667,0.006666666666666667,58,90,0.5566666666666666,0.5833333333333334,2.6666666666666727,0.5821714588256868,0.595501392220541,1.332993339485422,146,9,17,0.06164383561643835,0.11643835616438356,0.5758414469326657,0.5872381675166339,1.1396720583968234,4.458334522700736,-3.1253411832153137,0.5,well_estimated,13,3,8.650000000000002 -300,9,9,9,0.03,0.03,78,90,0.5733333333333334,0.5966666666666667,2.3333333333333317,0.5945095643117948,0.5965871856744455,0.20776213626506612,146,15,16,0.10273972602739725,0.1095890410958904,0.5867485108410839,0.5877510143536737,0.10025035125897919,4.556705543424448,-4.348943407159382,0.75,well_estimated,13,3,8.650000000000002 -300,15,15,15,0.05,0.05,93,93,0.6,0.6,0.0,0.5970240790759281,0.5970240790759281,0.0,146,16,16,0.1095890410958904,0.1095890410958904,0.5879366147563772,0.5879366147563772,0.0,4.5977397155576245,-4.5977397155576245,1.0,well_estimated,13,3,8.650000000000002 -300,0,0,0,0.0,0.0,0,87,0.57,0.6233333333333333,5.333333333333334,0.535427868449055,0.6190938098932257,8.366594144417071,171,0,24,0.0,0.14035087719298245,0.5385090572059967,0.6264106656572005,8.790160845120376,4.438127673473037,3.9284664709440342,0.0,well_estimated,14,0,7.650000000000001 -300,6,6,6,0.02,0.02,33,90,0.6233333333333333,0.63,0.666666666666671,0.5831936354668809,0.6232952908513532,4.010165538447231,171,5,24,0.029239766081871343,0.14035087719298245,0.5873432555251635,0.630503056317517,4.315980079235349,4.515986793194343,-0.5058212547471124,0.25,well_estimated,14,0,7.650000000000001 -300,10,10,10,0.03333333333333333,0.03333333333333333,57,91,0.6566666666666666,0.6333333333333333,-2.3333333333333317,0.6097835536548962,0.6246267756543301,1.4843221999433887,171,9,23,0.05263157894736842,0.13450292397660818,0.61527193447624,0.6319856469208931,1.671371244465314,4.654173641664813,-3.1698514417214243,0.5,well_estimated,14,0,7.650000000000001 -300,15,15,15,0.05,0.05,83,92,0.6233333333333333,0.6333333333333333,1.0000000000000009,0.62370351430883,0.6253634702645974,0.16599559557674004,171,21,23,0.12280701754385964,0.13450292397660818,0.6308705661576247,0.6320043698711644,0.11338037135396606,4.73302291836639,-4.5670273227896505,0.75,well_estimated,14,0,7.650000000000001 -300,17,17,17,0.056666666666666664,0.056666666666666664,91,91,0.6266666666666667,0.6266666666666667,0.0,0.6254172601429172,0.6254172601429172,0.0,171,23,23,0.13450292397660818,0.13450292397660818,0.6317654866610297,0.6317654866610297,0.0,4.739222212480086,-4.739222212480086,1.0,well_estimated,14,0,7.650000000000001 -300,0,0,0,0.0,0.0,0,82,0.5866666666666667,0.6666666666666666,7.9999999999999964,0.546190525166178,0.618881560047915,7.269103488173689,176,0,19,0.0,0.10795454545454546,0.5496524711761442,0.6267682094615491,7.711573828540486,4.520160601288345,2.7489428868853443,0.0,well_estimated,14,1,7.650000000000001 -300,11,11,11,0.03666666666666667,0.03666666666666667,24,81,0.6366666666666667,0.6666666666666666,2.9999999999999916,0.5807790177494261,0.622755081045916,4.197606329648995,176,2,19,0.011363636363636364,0.10795454545454546,0.5857692596136074,0.6324364739533374,4.666721433972998,4.671282648583327,-0.4736763189343325,0.25,well_estimated,14,1,7.650000000000001 -300,10,10,10,0.03333333333333333,0.03333333333333333,52,80,0.66,0.6633333333333333,0.33333333333332993,0.6114809711780634,0.6226125238423206,1.1131552664257138,176,10,19,0.056818181818181816,0.10795454545454546,0.6167446937658211,0.6323569487537195,1.5612254987898422,4.737151681253771,-3.623996414828057,0.5,well_estimated,14,1,7.650000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,71,82,0.6666666666666666,0.67,0.33333333333334103,0.6214013633256121,0.6232391425858664,0.1837779260254302,176,15,20,0.08522727272727272,0.11363636363636363,0.6284376778269359,0.6319002935817982,0.3462615754862286,4.799275476254177,-4.615497550228747,0.75,well_estimated,14,1,7.650000000000001 -300,18,18,18,0.06,0.06,82,82,0.6633333333333333,0.6633333333333333,0.0,0.6233158613552522,0.6233158613552522,0.0,176,21,21,0.11931818181818182,0.11931818181818182,0.6316714328535005,0.6316714328535005,0.0,4.839464837681111,-4.839464837681111,1.0,well_estimated,14,1,7.650000000000001 -300,0,0,0,0.0,0.0,0,99,0.5633333333333334,0.6533333333333333,8.999999999999996,0.5012975061786356,0.5840238532697914,8.27263470911559,169,0,25,0.0,0.14792899408284024,0.5023506016757678,0.5918489399630474,8.94983382872796,4.481989833414943,3.7906448757006466,0.0,well_estimated,14,2,7.650000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,31,99,0.5833333333333334,0.6566666666666666,7.333333333333325,0.539825964042102,0.5870295912060196,4.720362716391757,169,9,25,0.05325443786982249,0.14792899408284024,0.5407717974748212,0.594009447567893,5.32376500930718,4.600178483758111,0.12018423263364664,0.25,well_estimated,14,2,7.650000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,65,102,0.62,0.6533333333333333,3.3333333333333326,0.5749849236445607,0.5921075673116224,1.7122643667061732,169,18,26,0.10650887573964497,0.15384615384615385,0.5794549280355011,0.6001633678540059,2.0708439818504787,4.8343754451647865,-3.1221110784586132,0.5,well_estimated,14,2,7.650000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,94,104,0.65,0.6533333333333333,0.33333333333332993,0.5923640398826372,0.5933526661713937,0.09886262887565112,169,24,26,0.14201183431952663,0.15384615384615385,0.5999559036923957,0.6018010648690061,0.1845161176610377,4.963683737918045,-4.864821109042394,0.75,well_estimated,14,2,7.650000000000001 -300,30,30,30,0.1,0.1,104,104,0.6466666666666666,0.6466666666666666,0.0,0.5937763377345973,0.5937763377345973,0.0,169,26,26,0.15384615384615385,0.15384615384615385,0.6017221219849436,0.6017221219849436,0.0,5.029430173322244,-5.029430173322244,1.0,well_estimated,14,2,7.650000000000001 -300,0,0,0,0.0,0.0,0,68,0.5566666666666666,0.59,3.3333333333333326,0.5505016209153509,0.6044299203039261,5.392829938857513,167,0,17,0.0,0.10179640718562874,0.5539247270116815,0.6113664523955068,5.74417253838253,4.832922300992863,0.5599076378646508,0.0,well_estimated,14,3,7.650000000000001 -300,6,6,6,0.02,0.02,22,67,0.57,0.5866666666666667,1.6666666666666718,0.5726752008987568,0.6078872732024737,3.5212072303716924,167,6,18,0.03592814371257485,0.10778443113772455,0.5778669794205744,0.6155126583007087,3.764567888013426,4.949366712873783,-1.4281594825020902,0.25,well_estimated,14,3,7.650000000000001 -300,13,13,13,0.043333333333333335,0.043333333333333335,50,70,0.5866666666666667,0.6066666666666667,2.0000000000000018,0.60177211846341,0.6106607241164627,0.8888605653052606,167,13,17,0.07784431137724551,0.10179640718562874,0.6076740212405374,0.6177635781928894,1.008955695235203,5.125395643441209,-4.236535078135948,0.5,well_estimated,14,3,7.650000000000001 -300,15,15,15,0.05,0.05,66,72,0.61,0.6133333333333333,0.33333333333332993,0.6103526240554189,0.6112874026213952,0.09347785659763463,167,15,17,0.08982035928143713,0.10179640718562874,0.6167195310844973,0.6184261998645981,0.17066687801008396,5.164528149459251,-5.071050292861616,0.75,well_estimated,14,3,7.650000000000001 -300,26,26,26,0.08666666666666667,0.08666666666666667,83,83,0.6233333333333333,0.6233333333333333,0.0,0.6124605333899152,0.6124605333899152,0.0,167,19,19,0.11377245508982035,0.11377245508982035,0.6196300471523674,0.6196300471523674,0.0,5.166060842529861,-5.166060842529861,1.0,well_estimated,14,3,7.650000000000001 -300,0,0,0,0.0,0.0,0,86,0.5533333333333333,0.57,1.6666666666666607,0.5305976076163474,0.6088228913232193,7.822528370687188,166,0,29,0.0,0.1746987951807229,0.5275496202419461,0.6085002720213495,8.095065177940342,4.028857257478958,3.79367111320823,0.0,well_estimated,15,0,8.600000000000009 -300,10,10,10,0.03333333333333333,0.03333333333333333,25,91,0.59,0.57,-2.0000000000000018,0.5643085197861125,0.612538706378272,4.82301865921595,166,3,32,0.018072289156626505,0.1927710843373494,0.5608707876568106,0.6120605858476431,5.118979819083247,4.141422760419398,0.6815958987965516,0.25,well_estimated,15,0,8.600000000000009 -300,4,4,4,0.013333333333333334,0.013333333333333334,59,88,0.5733333333333334,0.5666666666666667,-0.666666666666671,0.5990688990208881,0.6108218272016811,1.1752928180792988,166,19,30,0.1144578313253012,0.18072289156626506,0.5971700245666173,0.6099433139618425,1.2773289395225262,4.147636973110275,-2.9723441550309766,0.5,well_estimated,15,0,8.600000000000009 -300,10,10,10,0.03333333333333333,0.03333333333333333,76,91,0.5833333333333334,0.57,-1.333333333333342,0.6104671087845229,0.612538706378272,0.2071597593749086,166,25,32,0.15060240963855423,0.1927710843373494,0.6096137198105787,0.6120605858476431,0.24468660370644546,4.267355922458046,-4.060196163083138,0.75,well_estimated,15,0,8.600000000000009 -300,18,18,18,0.06,0.06,91,91,0.5833333333333334,0.5833333333333334,0.0,0.6128390803327399,0.6128390803327399,0.0,166,31,31,0.18674698795180722,0.18674698795180722,0.6121153690116199,0.6121153690116199,0.0,4.300382967368311,-4.300382967368311,1.0,well_estimated,15,0,8.600000000000009 -300,0,0,0,0.0,0.0,0,83,0.53,0.59,5.999999999999995,0.5185325440482981,0.5943740236767346,7.584147962843657,159,0,22,0.0,0.13836477987421383,0.5157280969145817,0.594153031499622,7.84249345850403,3.8445794193961853,3.7395685434474717,0.0,well_estimated,15,1,8.600000000000009 -300,3,3,3,0.01,0.01,25,87,0.5566666666666666,0.59,3.3333333333333326,0.54996172721968,0.5959884466362104,4.602671941653047,159,5,23,0.031446540880503145,0.14465408805031446,0.5468787812661111,0.5948726065460012,4.799382527989005,3.947050716388826,0.6556212252642211,0.25,well_estimated,15,1,8.600000000000009 -300,12,12,12,0.04,0.04,56,95,0.5933333333333334,0.6033333333333334,1.0000000000000009,0.582072677322646,0.5993781567258459,1.730547940319993,159,12,24,0.07547169811320754,0.1509433962264151,0.580011020555628,0.5984203448129244,1.8409324257296356,4.0302610056951504,-2.2997130653751574,0.5,well_estimated,15,1,8.600000000000009 -300,17,17,17,0.056666666666666664,0.056666666666666664,83,100,0.5966666666666667,0.6,0.33333333333332993,0.5977768188573708,0.6004703784856489,0.2693559628278108,159,20,26,0.12578616352201258,0.16352201257861634,0.5973089625162121,0.6002125758393458,0.29036133231337136,4.198338406879006,-3.928982444051195,0.75,well_estimated,15,1,8.600000000000009 -300,24,24,24,0.08,0.08,102,102,0.5933333333333334,0.5933333333333334,0.0,0.601223841410552,0.601223841410552,0.0,159,28,28,0.1761006289308176,0.1761006289308176,0.600220340007905,0.600220340007905,0.0,4.232380549490852,-4.232380549490852,1.0,well_estimated,15,1,8.600000000000009 -300,0,0,0,0.0,0.0,0,73,0.5733333333333334,0.64,6.666666666666665,0.5352030088781334,0.6018941521802531,6.669114330211967,172,0,15,0.0,0.0872093023255814,0.5311041084682057,0.5990705108534898,6.7966402385284175,3.987724570931226,2.6813897592807407,0.0,well_estimated,15,2,8.600000000000009 -300,6,6,6,0.02,0.02,28,76,0.6233333333333333,0.6466666666666666,2.3333333333333317,0.5732433794040602,0.6059229791210552,3.2679599716994967,172,3,16,0.01744186046511628,0.09302325581395349,0.5701996673724833,0.6032300262856587,3.3030358913175406,4.127738586688994,-0.8597786149894975,0.25,well_estimated,15,2,8.600000000000009 -300,12,12,12,0.04,0.04,53,75,0.6466666666666666,0.6533333333333333,0.666666666666671,0.5976194325281231,0.6081970142213482,1.057758169322509,172,8,14,0.046511627906976744,0.08139534883720931,0.5931667212808485,0.6061993421182948,1.3032620837446385,4.249987669581344,-3.192229500258835,0.5,well_estimated,15,2,8.600000000000009 -300,18,18,18,0.06,0.06,70,79,0.6566666666666666,0.6566666666666666,0.0,0.607870643566853,0.6099693513677956,0.20987078009425675,172,12,15,0.06976744186046512,0.0872093023255814,0.6058949262176001,0.6080908630406172,0.21959368230171084,4.306780337389587,-4.09690955729533,0.75,well_estimated,15,2,8.600000000000009 -300,26,26,26,0.08666666666666667,0.08666666666666667,83,83,0.6633333333333333,0.6633333333333333,0.0,0.6108099397244431,0.6108099397244431,0.0,172,16,16,0.09302325581395349,0.09302325581395349,0.608822830747166,0.608822830747166,0.0,4.351086632916689,-4.351086632916689,1.0,well_estimated,15,2,8.600000000000009 -300,0,0,0,0.0,0.0,0,75,0.5333333333333333,0.6033333333333334,7.000000000000006,0.5550875488138777,0.626209916395078,7.112236758120027,160,0,21,0.0,0.13125,0.5487184518142865,0.6212066643266716,7.248821251238513,4.430765640200236,2.6814711179197914,0.0,well_estimated,15,3,8.600000000000009 -300,5,5,5,0.016666666666666666,0.016666666666666666,23,79,0.5833333333333334,0.6166666666666667,3.3333333333333326,0.5894607900228572,0.6295392757079562,4.007848568509898,160,3,20,0.01875,0.125,0.5834373558476634,0.6237601504859488,4.032279463828536,4.489885068279416,-0.4820364997695181,0.25,well_estimated,15,3,8.600000000000009 -300,11,11,11,0.03666666666666667,0.03666666666666667,43,81,0.6033333333333334,0.63,2.6666666666666616,0.613743352231904,0.6321399006685862,1.8396548436682147,160,9,19,0.05625,0.11875,0.6093333436492242,0.6264405289137407,1.710718526451649,4.602818935332433,-2.763164091664218,0.5,well_estimated,15,3,8.600000000000009 -300,18,18,17,0.06,0.056666666666666664,68,80,0.64,0.6333333333333333,-0.666666666666671,0.6307553869501856,0.6330782676830845,0.232288073289888,160,13,19,0.08125,0.11875,0.6260120254848128,0.6269737922257957,0.09617667409829167,4.668372053226515,-4.436083979936628,0.75,well_estimated,15,3,8.600000000000009 -300,17,17,17,0.056666666666666664,0.056666666666666664,80,80,0.6333333333333333,0.6333333333333333,0.0,0.6330782676830845,0.6330782676830845,0.0,160,19,19,0.11875,0.11875,0.6269737922257957,0.6269737922257957,0.0,4.675913304027079,-4.675913304027079,1.0,well_estimated,15,3,8.600000000000009 -300,0,0,0,0.0,0.0,0,83,0.5466666666666666,0.6366666666666667,9.000000000000007,0.5218875053580259,0.5954970936773871,7.360958831936126,164,0,15,0.0,0.09146341463414634,0.5266250596483436,0.5981431083144223,7.151804866607869,4.195446330999033,3.1655125009370932,0.0,well_estimated,16,0,7.800000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,29,84,0.5766666666666667,0.6166666666666667,4.0000000000000036,0.5679529599599465,0.6012012902604557,3.324833030050911,164,7,18,0.042682926829268296,0.10975609756097561,0.5716684844527776,0.6026705001346742,3.1002015681896533,4.36325067159015,-1.0384176415392385,0.25,well_estimated,16,0,7.800000000000007 -300,19,19,19,0.06333333333333334,0.06333333333333334,51,83,0.6033333333333334,0.6233333333333333,1.9999999999999907,0.5933511411659922,0.6065604004368034,1.320925927081118,164,9,17,0.054878048780487805,0.10365853658536585,0.5964216411167865,0.6069566160268078,1.053497491002131,4.480602708826224,-3.1596767817451057,0.5,well_estimated,16,0,7.800000000000007 -300,30,30,30,0.1,0.1,72,85,0.6133333333333333,0.6266666666666667,1.333333333333342,0.6070487547451131,0.610018962571138,0.2970207826024862,164,15,17,0.09146341463414634,0.10365853658536585,0.6082097956331022,0.6097087045900444,0.14989089569422687,4.496612716198943,-4.199591933596457,0.75,well_estimated,16,0,7.800000000000007 -300,39,39,39,0.13,0.13,92,92,0.6366666666666667,0.6366666666666667,0.0,0.6112047248876251,0.6112047248876251,0.0,164,19,19,0.11585365853658537,0.11585365853658537,0.6107619058408831,0.6107619058408831,0.0,4.4625087938154975,-4.4625087938154975,1.0,well_estimated,16,0,7.800000000000007 -300,0,0,0,0.0,0.0,0,74,0.5966666666666667,0.6133333333333333,1.6666666666666607,0.5544671646135789,0.6222919440694232,6.78247794558443,179,0,26,0.0,0.1452513966480447,0.560811766783881,0.6266257270295353,6.581396024565434,3.8501231362128956,2.932354809371535,0.0,well_estimated,16,1,7.800000000000007 -300,5,5,5,0.016666666666666666,0.016666666666666666,24,76,0.6133333333333333,0.6066666666666667,-0.6666666666666599,0.5866006982509889,0.6237960948578722,3.7195396606883313,179,7,28,0.03910614525139665,0.1564245810055866,0.5925015328785508,0.6274058746697997,3.4904341791248905,3.918853570361642,-0.19931390967331053,0.25,well_estimated,16,1,7.800000000000007 -300,4,4,4,0.013333333333333334,0.013333333333333334,52,75,0.62,0.61,-1.0000000000000009,0.6128965662917161,0.6236122715077026,1.0715705215986526,179,17,27,0.09497206703910614,0.15083798882681565,0.6184824428812696,0.6271458914252672,0.8663448543997587,3.9702193372822707,-2.898648815683618,0.5,well_estimated,16,1,7.800000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,67,79,0.6133333333333333,0.6,-1.3333333333333308,0.6222048131659398,0.6239372220584671,0.17324088925273484,179,24,30,0.1340782122905028,0.16759776536312848,0.6263192984356388,0.6267312060624374,0.041190762679854664,3.9972820665829545,-3.8240411773302196,0.75,well_estimated,16,1,7.800000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,79,79,0.6,0.6,0.0,0.6239372220584671,0.6239372220584671,0.0,179,30,30,0.16759776536312848,0.16759776536312848,0.6267312060624374,0.6267312060624374,0.0,3.996840869715839,-3.996840869715839,1.0,well_estimated,16,1,7.800000000000007 -300,0,0,0,0.0,0.0,0,90,0.49666666666666665,0.6066666666666667,11.000000000000004,0.5114249513975564,0.5929879291304385,8.156297773288212,149,0,19,0.0,0.12751677852348994,0.517010773754663,0.5984872265024207,8.147645274775773,4.356743228827555,3.7995545444606575,0.0,well_estimated,16,2,7.800000000000007 -300,10,10,10,0.03333333333333333,0.03333333333333333,29,90,0.54,0.6166666666666667,7.666666666666666,0.5516649637141355,0.59846755183977,4.680258812563443,149,5,17,0.03355704697986577,0.11409395973154363,0.5578166774409258,0.6030052140418858,4.518853660096001,4.448132804429507,0.23212600813393536,0.25,well_estimated,16,2,7.800000000000007 -300,13,13,13,0.043333333333333335,0.043333333333333335,61,89,0.5733333333333334,0.6133333333333333,3.9999999999999925,0.5855810664369062,0.5990634778815251,1.3482411444618925,149,12,17,0.08053691275167785,0.11409395973154363,0.5911077376731666,0.6029478040505342,1.1840066377367564,4.504611802286558,-3.1563706578246653,0.5,well_estimated,16,2,7.800000000000007 -300,17,17,17,0.056666666666666664,0.056666666666666664,79,92,0.5933333333333334,0.6166666666666667,2.3333333333333317,0.5974083687329766,0.5995383714574531,0.21300027244764985,149,16,18,0.10738255033557047,0.12080536912751678,0.6014715151244011,0.6036051365578898,0.21336214334887194,4.5541015533914635,-4.341101280943814,0.75,well_estimated,16,2,7.800000000000007 -300,21,21,21,0.07,0.07,92,92,0.61,0.61,0.0,0.5996300848592402,0.5996300848592402,0.0,149,18,18,0.12080536912751678,0.12080536912751678,0.6033095353168122,0.6033095353168122,0.0,4.592026295652476,-4.592026295652476,1.0,well_estimated,16,2,7.800000000000007 -300,0,0,0,0.0,0.0,0,100,0.49,0.62,13.0,0.5164276924983351,0.6009073360943185,8.447964359598338,147,0,22,0.0,0.14965986394557823,0.5239388137994248,0.6042108400444666,8.02720262450418,4.512174246549801,3.9357901130485367,0.0,well_estimated,16,3,7.800000000000007 -300,4,4,4,0.013333333333333334,0.013333333333333334,29,95,0.5333333333333333,0.6033333333333334,7.000000000000006,0.5560547771547885,0.6037530759147659,4.769829875997744,147,6,23,0.04081632653061224,0.1564625850340136,0.5626581795224377,0.6068357590063678,4.4177579483930085,4.635637184099188,0.13419269189855587,0.25,well_estimated,16,3,7.800000000000007 -300,11,11,11,0.03666666666666667,0.03666666666666667,60,98,0.5666666666666667,0.6066666666666667,4.0000000000000036,0.5875222904326156,0.6063901240045256,1.886783357191002,147,14,23,0.09523809523809523,0.1564625850340136,0.5911832032581669,0.6093274284178247,1.8144225159657856,4.73997886786741,-2.8531955106764078,0.5,well_estimated,16,3,7.800000000000007 -300,17,17,17,0.056666666666666664,0.056666666666666664,86,100,0.5933333333333334,0.6033333333333334,1.0000000000000009,0.6049159453794943,0.6075699015534728,0.26539561739784556,147,20,23,0.1360544217687075,0.1564625850340136,0.607205732165619,0.609858235672942,0.2652503507322934,4.7684133801835245,-4.503017762785679,0.75,well_estimated,16,3,7.800000000000007 -300,22,22,22,0.07333333333333333,0.07333333333333333,100,100,0.6,0.6,0.0,0.6077813687856818,0.6077813687856818,0.0,147,23,23,0.1564625850340136,0.1564625850340136,0.6097927757158521,0.6097927757158521,0.0,4.802515834222536,-4.802515834222536,1.0,well_estimated,16,3,7.800000000000007 -300,0,0,0,0.0,0.0,0,80,0.5666666666666667,0.6033333333333334,3.6666666666666736,0.537324608425456,0.6013654022789777,6.404079385352168,170,0,23,0.0,0.13529411764705881,0.5349453549967277,0.5970565707337018,6.211121573697409,4.227281899496017,2.1767974858561514,0.0,well_estimated,17,0,6.900000000000006 -300,5,5,5,0.016666666666666666,0.016666666666666666,28,79,0.6133333333333333,0.6133333333333333,0.0,0.5753709986278909,0.6054325555441897,3.006155691629886,170,3,22,0.01764705882352941,0.12941176470588237,0.5722729818355022,0.6017829298521933,2.9509948016691046,4.343528928229847,-1.3373732365999609,0.25,well_estimated,17,0,6.900000000000006 -300,13,13,13,0.043333333333333335,0.043333333333333335,52,83,0.6333333333333333,0.6266666666666667,-0.6666666666666599,0.5981298833623893,0.6088539858823657,1.0724102519976464,170,10,22,0.058823529411764705,0.12941176470588237,0.594772422698227,0.604335431779589,0.9563009081361984,4.391951447886902,-3.319541195889256,0.5,well_estimated,17,0,6.900000000000006 -300,21,21,21,0.07,0.07,70,86,0.62,0.6233333333333333,0.33333333333332993,0.6069970561316186,0.6102468880308897,0.3249831899271083,170,17,24,0.1,0.1411764705882353,0.603829855002507,0.6054500551072208,0.16202001047138648,4.423815590820563,-4.098832400893455,0.75,well_estimated,17,0,6.900000000000006 -300,26,26,26,0.08666666666666667,0.08666666666666667,89,89,0.6133333333333333,0.6133333333333333,0.0,0.6104493206894757,0.6104493206894757,0.0,170,26,26,0.15294117647058825,0.15294117647058825,0.6054429203013936,0.6054429203013936,0.0,4.496362339802765,-4.496362339802765,1.0,well_estimated,17,0,6.900000000000006 -300,0,0,0,0.0,0.0,0,89,0.5133333333333333,0.6166666666666667,10.33333333333334,0.5289730391162958,0.6237073503492132,9.473431123291743,154,0,16,0.0,0.1038961038961039,0.5274032150299734,0.6176507174180272,9.024750238805378,4.600837609788111,4.872593513503632,0.0,well_estimated,17,1,6.900000000000006 -300,7,7,7,0.023333333333333334,0.023333333333333334,32,93,0.5533333333333333,0.6133333333333333,5.999999999999995,0.5753231876880867,0.6274762439854442,5.215305629735756,154,4,18,0.025974025974025976,0.11688311688311688,0.5710975586815815,0.6215127045586858,5.041514587710427,4.66896660435959,0.5463390253761657,0.25,well_estimated,17,1,6.900000000000006 -300,11,11,11,0.03666666666666667,0.03666666666666667,64,95,0.5733333333333334,0.61,3.6666666666666625,0.6123504026809905,0.6283479988288024,1.5997596147811932,154,14,19,0.09090909090909091,0.12337662337662338,0.6078432969191326,0.6220228680534615,1.4179571134328883,4.732361703775549,-3.1326020889943558,0.5,well_estimated,17,1,6.900000000000006 -300,12,12,12,0.04,0.04,83,96,0.6066666666666667,0.6133333333333333,0.6666666666666599,0.6260467496523471,0.6285094300864927,0.24626804341456587,154,16,19,0.1038961038961039,0.12337662337662338,0.6196134520742089,0.6223852448677305,0.2771792793521577,4.798056712782988,-4.551788669368422,0.75,well_estimated,17,1,6.900000000000006 -300,23,23,23,0.07666666666666666,0.07666666666666666,103,103,0.6066666666666667,0.6066666666666667,0.0,0.6293892980528437,0.6293892980528437,0.0,154,24,24,0.15584415584415584,0.15584415584415584,0.6225594849833962,0.6225594849833962,0.0,4.742382360183865,-4.742382360183865,1.0,well_estimated,17,1,6.900000000000006 -300,0,0,0,0.0,0.0,0,90,0.55,0.6,4.999999999999993,0.5166734377593059,0.6051033576049984,8.84299198456926,165,0,23,0.0,0.1393939393939394,0.5146270784406475,0.597810521220441,8.31834427797935,5.0067941291845885,3.836197855384671,0.0,well_estimated,17,2,6.900000000000006 -300,4,4,4,0.013333333333333334,0.013333333333333334,31,89,0.6033333333333334,0.5966666666666667,-0.666666666666671,0.5663438737124055,0.6082861221387419,4.194224842633643,165,3,24,0.01818181818181818,0.14545454545454545,0.563548277680298,0.6012961931372205,3.7747915456922465,5.108728991817279,-0.9145041491836361,0.25,well_estimated,17,2,6.900000000000006 -300,10,10,10,0.03333333333333333,0.03333333333333333,57,96,0.6266666666666667,0.61,-1.6666666666666718,0.5959148571574273,0.6100478172853885,1.413296012796117,165,10,24,0.06060606060606061,0.14545454545454545,0.5920761298926356,0.6018888084843342,0.9812678591698654,5.2111760034625165,-3.7978799906663996,0.5,well_estimated,17,2,6.900000000000006 -300,17,17,17,0.056666666666666664,0.056666666666666664,79,98,0.6033333333333334,0.6166666666666667,1.3333333333333308,0.6084532090161809,0.6109683775987249,0.25151685825439696,165,20,24,0.12121212121212122,0.14545454545454545,0.6010418271200736,0.6020001910477918,0.09583639277181977,5.321156528583557,-5.06963967032916,0.75,well_estimated,17,2,6.900000000000006 -300,18,18,18,0.06,0.06,97,97,0.62,0.62,0.0,0.6110099220707709,0.6110099220707709,0.0,165,23,23,0.1393939393939394,0.1393939393939394,0.6023085762108183,0.6023085762108183,0.0,5.309936381824106,-5.309936381824106,1.0,well_estimated,17,2,6.900000000000006 -300,0,0,0,0.0,0.0,0,102,0.45666666666666667,0.5533333333333333,9.666666666666668,0.49045339416050654,0.5861620874350111,9.570869327450454,137,0,22,0.0,0.16058394160583941,0.48884326617888396,0.579338904038164,9.049563785928004,4.390295890750638,5.180573436699817,0.0,well_estimated,17,3,6.900000000000006 -300,9,9,9,0.03,0.03,43,110,0.5033333333333333,0.57,6.666666666666665,0.5450853575203142,0.5919208374894501,4.683547996913595,137,9,23,0.06569343065693431,0.1678832116788321,0.5418135956922324,0.5860300023021635,4.421640660993109,4.537043097494561,0.14650489941903455,0.25,well_estimated,17,3,6.900000000000006 -300,20,20,20,0.06666666666666667,0.06666666666666667,79,115,0.5633333333333334,0.5866666666666667,2.3333333333333317,0.5781799076975371,0.5945563444147659,1.637643671722877,137,14,24,0.10218978102189781,0.17518248175182483,0.5738629095237286,0.5885854436464696,1.4722534122740938,4.575403425714144,-2.9377597539912665,0.5,well_estimated,17,3,6.900000000000006 -300,24,24,24,0.08,0.08,98,113,0.58,0.59,1.0000000000000009,0.592076618968704,0.594858286291964,0.27816673232600175,137,21,23,0.15328467153284672,0.1678832116788321,0.5864451991646351,0.5889781233797585,0.2532924215123411,4.627299286592317,-4.3491325542663155,0.75,well_estimated,17,3,6.900000000000006 -300,27,27,27,0.09,0.09,112,112,0.5966666666666667,0.5966666666666667,0.0,0.5949476649724138,0.5949476649724138,0.0,137,22,22,0.16058394160583941,0.16058394160583941,0.5890469359413144,0.5890469359413144,0.0,4.549662897847242,-4.549662897847242,1.0,well_estimated,17,3,6.900000000000006 -300,0,0,0,0.0,0.0,0,87,0.5366666666666666,0.5833333333333334,4.666666666666675,0.5198341245507107,0.5981106902090783,7.82765656583676,161,0,24,0.0,0.14906832298136646,0.5255411218561722,0.5975783720130395,7.203725015686735,4.816696098442775,3.0109604673939847,0.0,well_estimated,18,0,10.099999999999998 -300,5,5,5,0.016666666666666666,0.016666666666666666,32,89,0.5766666666666667,0.58,0.33333333333332993,0.5580627593284246,0.6004784094471594,4.241565011873472,161,5,25,0.031055900621118012,0.15527950310559005,0.5632748190490927,0.6005885398404485,3.7313720791355753,4.930128552918898,-0.6885635410454265,0.25,well_estimated,18,0,10.099999999999998 -300,14,14,14,0.04666666666666667,0.04666666666666667,60,90,0.61,0.5866666666666667,-2.3333333333333317,0.5885016649814412,0.6024260495228005,1.3924384541359358,161,8,25,0.049689440993788817,0.15527950310559005,0.5929623514723045,0.6041895387222044,1.1227187249899906,5.10899664125784,-3.716558187121904,0.5,well_estimated,18,0,10.099999999999998 -300,17,17,17,0.056666666666666664,0.056666666666666664,78,89,0.5933333333333334,0.5933333333333334,0.0,0.5997827779062903,0.6027606304006987,0.2977852494408406,161,19,24,0.11801242236024845,0.14906832298136646,0.6027751693405308,0.6048643876652421,0.20892183247113172,5.106481136201276,-4.808695886760435,0.75,well_estimated,18,0,10.099999999999998 -300,19,19,19,0.06333333333333334,0.06333333333333334,90,90,0.59,0.59,0.0,0.6028849033385947,0.6028849033385947,0.0,161,24,24,0.14906832298136646,0.14906832298136646,0.6053890157207307,0.6053890157207307,0.0,5.154810238736933,-5.154810238736933,1.0,well_estimated,18,0,10.099999999999998 -300,0,0,0,0.0,0.0,0,71,0.57,0.6266666666666667,5.666666666666675,0.5655224548852571,0.623385736296086,5.786328141082886,171,0,18,0.0,0.10526315789473684,0.5719849908459986,0.6225179791415819,5.053298829558328,5.08446762826723,0.7018605128156556,0.0,well_estimated,18,1,10.099999999999998 -300,3,3,3,0.01,0.01,19,72,0.59,0.6266666666666667,3.6666666666666736,0.5896257761893023,0.6248594112886572,3.5233635099354843,171,5,19,0.029239766081871343,0.1111111111111111,0.5949533169671776,0.6254767638990258,3.0523446931848275,5.24432650015545,-1.7209629902199661,0.25,well_estimated,18,1,10.099999999999998 -300,9,9,9,0.03,0.03,41,71,0.6266666666666667,0.6233333333333333,-0.33333333333334103,0.6148028221102393,0.6265779877958677,1.177516568562842,171,7,18,0.04093567251461988,0.10526315789473684,0.6180889061547772,0.6281052969845127,1.0016390829735489,5.391984329195156,-4.214467760632314,0.5,well_estimated,18,1,10.099999999999998 -300,13,13,13,0.043333333333333335,0.043333333333333335,56,70,0.63,0.63,0.0,0.6240821941610717,0.6272452758132956,0.3163081652223898,171,13,17,0.07602339181286549,0.09941520467836257,0.627270455807405,0.6289785280175392,0.17080722101341372,5.387357825391939,-5.07104966016955,0.75,well_estimated,18,1,10.099999999999998 -300,20,20,20,0.06666666666666667,0.06666666666666667,68,68,0.63,0.63,0.0,0.6277876697614213,0.6277876697614213,0.0,171,17,17,0.09941520467836257,0.09941520467836257,0.6308877009550391,0.6308877009550391,0.0,5.361465161078744,-5.361465161078744,1.0,well_estimated,18,1,10.099999999999998 -300,0,0,0,0.0,0.0,0,72,0.5466666666666666,0.6066666666666667,6.000000000000005,0.5297160294036303,0.5931589960007695,6.344296659713922,164,0,17,0.0,0.10365853658536585,0.5373531447054065,0.5953421390023512,5.798899429694471,4.904111437538489,1.4401852221754323,0.0,well_estimated,18,2,10.099999999999998 -300,7,7,7,0.023333333333333334,0.023333333333333334,24,76,0.5566666666666666,0.5933333333333334,3.6666666666666736,0.5623115415292621,0.5974135593444091,3.510201781514699,164,5,20,0.03048780487804878,0.12195121951219512,0.568805891949331,0.5999578303394424,3.1151938390111433,4.965718945335331,-1.4555171638206317,0.25,well_estimated,18,2,10.099999999999998 -300,18,18,18,0.06,0.06,48,78,0.6033333333333334,0.6,-0.33333333333334103,0.588724178951401,0.6019509475818955,1.3226768630494545,164,7,18,0.042682926829268296,0.10975609756097561,0.5954881561414677,0.605827165192165,1.033900905069729,5.0262858404243405,-3.703608977374886,0.5,well_estimated,18,2,10.099999999999998 -300,30,30,30,0.1,0.1,73,86,0.6,0.6166666666666667,1.6666666666666718,0.6024244722610308,0.6053899168987437,0.2965444637712866,164,17,18,0.10365853658536585,0.10975609756097561,0.6086207629127336,0.6100253460249542,0.1404583112220581,5.1623151700097845,-4.865770706238498,0.75,well_estimated,18,2,10.099999999999998 -300,36,36,36,0.12,0.12,86,86,0.63,0.63,0.0,0.6059668908610114,0.6059668908610114,0.0,164,17,17,0.10365853658536585,0.10365853658536585,0.6107710006441859,0.6107710006441859,0.0,5.161931883683592,-5.161931883683592,1.0,well_estimated,18,2,10.099999999999998 -300,0,0,0,0.0,0.0,0,87,0.5133333333333333,0.5933333333333334,8.000000000000007,0.5166928326349854,0.5918901895383942,7.5197356903408785,154,0,16,0.0,0.1038961038961039,0.5237556677560682,0.5919296740469677,6.817400629089954,4.857264490530546,2.6624711998103328,0.0,well_estimated,18,3,10.099999999999998 -300,1,1,1,0.0033333333333333335,0.0033333333333333335,23,88,0.56,0.59,2.9999999999999916,0.55212058885722,0.5925233084301663,4.040271957294628,154,3,17,0.01948051948051948,0.11038961038961038,0.5576453472102817,0.5926436197375451,3.4998272527263397,4.981015093689798,-0.9407431363951702,0.25,well_estimated,18,3,10.099999999999998 -300,17,17,17,0.056666666666666664,0.056666666666666664,55,90,0.5966666666666667,0.6,0.33333333333332993,0.5843871438134393,0.5985789954353536,1.4191851621914386,154,8,17,0.05194805194805195,0.11038961038961038,0.587472027136418,0.5992028247764536,1.1730797640035595,5.125452786183978,-3.706267623992539,0.5,well_estimated,18,3,10.099999999999998 -300,24,24,24,0.08,0.08,80,95,0.6,0.6066666666666667,0.666666666666671,0.5977407541253067,0.6001241873596768,0.23834332343700693,154,16,19,0.1038961038961039,0.12337662337662338,0.600204665676343,0.6011122118873866,0.09075462110436083,5.173447533991063,-4.935104210554057,0.75,well_estimated,18,3,10.099999999999998 -300,33,33,33,0.11,0.11,97,97,0.5966666666666667,0.5966666666666667,0.0,0.600889806215628,0.600889806215628,0.0,154,22,22,0.14285714285714285,0.14285714285714285,0.6025793665344181,0.6025793665344181,0.0,5.221753749228882,-5.221753749228882,1.0,well_estimated,18,3,10.099999999999998 -300,0,0,0,0.0,0.0,0,79,0.5233333333333333,0.6033333333333334,8.000000000000007,0.5278196305839639,0.6049921375675383,7.717250698357447,157,0,15,0.0,0.09554140127388536,0.532369315127326,0.6112651572391621,7.8895842111836085,3.8988437347998257,3.8184069635576217,0.0,well_estimated,19,0,8.54999999999999 -300,7,7,7,0.023333333333333334,0.023333333333333334,32,82,0.59,0.61,2.0000000000000018,0.5716224149344267,0.6089324607236586,3.7310045789231916,157,2,16,0.012738853503184714,0.10191082802547771,0.5766717714983137,0.6150079194447128,3.8336147946399057,4.005818843490651,-0.2748142645674596,0.25,well_estimated,19,0,8.54999999999999 -300,9,9,9,0.03,0.03,60,84,0.62,0.6166666666666667,-0.33333333333332993,0.601672880770529,0.6095952186160596,0.7922337845530536,157,8,16,0.050955414012738856,0.10191082802547771,0.6080790369985026,0.6151657853832458,0.7086748384743213,4.063652044705568,-3.271418260152515,0.5,well_estimated,19,0,8.54999999999999 -300,13,13,13,0.043333333333333335,0.043333333333333335,76,86,0.6233333333333333,0.6266666666666667,0.33333333333334103,0.6089764772009937,0.6106005198169546,0.1624042615960941,157,13,16,0.08280254777070063,0.10191082802547771,0.6146548847970541,0.6158859773116899,0.12310925146358231,4.049937911348402,-3.887533649752308,0.75,well_estimated,19,0,8.54999999999999 -300,22,22,22,0.07333333333333333,0.07333333333333333,91,91,0.64,0.64,0.0,0.6116223421956051,0.6116223421956051,0.0,157,16,16,0.10191082802547771,0.10191082802547771,0.6169941150760915,0.6169941150760915,0.0,4.077247354985861,-4.077247354985861,1.0,well_estimated,19,0,8.54999999999999 -300,0,0,0,0.0,0.0,0,93,0.51,0.5933333333333334,8.333333333333337,0.5166201044355646,0.6001158826511329,8.349577821556831,153,0,21,0.0,0.13725490196078433,0.5218352515873715,0.6040327523284926,8.21975007411211,4.078396840024167,4.271180981532664,0.0,well_estimated,19,1,8.54999999999999 -300,7,7,7,0.023333333333333334,0.023333333333333334,29,96,0.5666666666666667,0.6166666666666667,5.000000000000004,0.5595059050353639,0.6044127955514537,4.490689051608976,153,3,21,0.0196078431372549,0.13725490196078433,0.5656797631761536,0.6069303786704767,4.125061549432307,4.19864840964358,0.2920406419653965,0.25,well_estimated,19,1,8.54999999999999 -300,13,13,13,0.043333333333333335,0.043333333333333335,62,96,0.6166666666666667,0.62,0.33333333333332993,0.5905436151636768,0.6068313566039226,1.6287741440245807,153,8,20,0.05228758169934641,0.13071895424836602,0.5961917617300861,0.6095522800215585,1.3360518291472334,4.332237075276554,-2.7034629312519733,0.5,well_estimated,19,1,8.54999999999999 -300,27,27,26,0.09,0.08666666666666667,95,103,0.64,0.6333333333333333,-0.666666666666671,0.608555977075161,0.6101467596888618,0.15907826137008252,153,18,21,0.11764705882352941,0.13725490196078433,0.6117670663358776,0.6118257860007784,0.005871966490078595,4.602126421252165,-4.443048159882082,0.75,well_estimated,19,1,8.54999999999999 -300,26,26,26,0.08666666666666667,0.08666666666666667,103,103,0.6333333333333333,0.6333333333333333,0.0,0.6101467596888618,0.6101467596888618,0.0,153,21,21,0.13725490196078433,0.13725490196078433,0.6118257860007784,0.6118257860007784,0.0,4.67910097420977,-4.67910097420977,1.0,well_estimated,19,1,8.54999999999999 -300,0,0,0,0.0,0.0,0,78,0.5566666666666666,0.6233333333333333,6.666666666666665,0.5393503151292574,0.5993634416323663,6.001312650310897,167,0,18,0.0,0.10778443113772455,0.5429660137169923,0.6034462902043954,6.048027648740318,3.7919593507973715,2.2093532995135257,0.0,well_estimated,19,2,8.54999999999999 -300,5,5,5,0.016666666666666666,0.016666666666666666,22,78,0.5733333333333334,0.63,5.666666666666664,0.5630687535954186,0.6024880290384096,3.9419275442990953,167,4,16,0.023952095808383235,0.09580838323353294,0.5665479177673127,0.6059751311290992,3.942721336178645,3.900414849039753,0.04151269525934209,0.25,well_estimated,19,2,8.54999999999999 -300,10,10,10,0.03333333333333333,0.03333333333333333,41,80,0.5866666666666667,0.6333333333333333,4.666666666666663,0.5873405899965519,0.6045473493742566,1.7206759377704661,167,10,16,0.059880239520958084,0.09580838323353294,0.5898402249352686,0.607479472112452,1.763924717718346,3.967491661439103,-2.246815723668637,0.5,well_estimated,19,2,8.54999999999999 -300,17,17,17,0.056666666666666664,0.056666666666666664,70,83,0.62,0.6366666666666667,1.6666666666666718,0.6047800890111186,0.6060860668101876,0.1305977799069047,167,13,17,0.07784431137724551,0.10179640718562874,0.6074920228818166,0.608832118932323,0.13400960505064452,4.130244971457077,-3.999647191550172,0.75,well_estimated,19,2,8.54999999999999 -300,28,28,28,0.09333333333333334,0.09333333333333334,85,85,0.62,0.62,0.0,0.6067933270898298,0.6067933270898298,0.0,167,19,19,0.11377245508982035,0.11377245508982035,0.610109070087573,0.610109070087573,0.0,4.1600661556130545,-4.1600661556130545,1.0,well_estimated,19,2,8.54999999999999 -300,0,0,0,0.0,0.0,0,78,0.58,0.6766666666666666,9.666666666666668,0.5510865523413971,0.6225363318957058,7.144977955430864,174,0,16,0.0,0.09195402298850575,0.556292406724733,0.6280219184669071,7.172951174217412,3.8796703769300644,3.2653075785007997,0.0,well_estimated,19,3,8.54999999999999 -300,2,2,2,0.006666666666666667,0.006666666666666667,27,76,0.6166666666666667,0.68,6.333333333333336,0.58450635222925,0.6254067610418792,4.090040881262924,174,4,15,0.022988505747126436,0.08620689655172414,0.5892104402691044,0.6310929147368162,4.188247446771176,3.9848596403356495,0.10518124092727454,0.25,well_estimated,19,3,8.54999999999999 -300,13,13,13,0.043333333333333335,0.043333333333333335,58,80,0.6866666666666666,0.6866666666666666,0.0,0.6230086235934423,0.6344877079222359,1.147908432879352,174,6,14,0.034482758620689655,0.08045977011494253,0.6258758862590584,0.6382123421460494,1.233645588699095,4.275175131893043,-3.127266699013691,0.5,well_estimated,19,3,8.54999999999999 -300,21,21,21,0.07,0.07,78,87,0.7,0.6966666666666667,-0.33333333333332993,0.6352304354673127,0.6359882503091957,0.07578148418829755,174,11,16,0.06321839080459771,0.09195402298850575,0.6381450623884263,0.6391686957838068,0.10236333953804744,4.380909200338983,-4.305127716150685,0.75,well_estimated,19,3,8.54999999999999 -300,22,22,22,0.07333333333333333,0.07333333333333333,87,87,0.6933333333333334,0.6933333333333334,0.0,0.6360270809430493,0.6360270809430493,0.0,174,16,16,0.09195402298850575,0.09195402298850575,0.6390415337734847,0.6390415337734847,0.0,4.408625112203849,-4.408625112203849,1.0,well_estimated,19,3,8.54999999999999 -300,0,0,0,0.0,0.0,0,86,0.5333333333333333,0.6333333333333333,9.999999999999998,0.530735014084572,0.6216363938160752,9.090137973150314,160,0,16,0.0,0.1,0.5337955434869863,0.6198083093605682,8.601276587358186,4.233992988218793,4.856144984931522,0.0,well_estimated,20,0,7.94999999999999 -300,9,9,9,0.03,0.03,40,88,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5922699448643662,0.6274342328407982,3.5164287976432007,160,3,16,0.01875,0.1,0.5932847469696778,0.6248570139782493,3.157226700857152,4.457231153436722,-0.9408023557935214,0.25,well_estimated,20,0,7.94999999999999 -300,13,13,13,0.043333333333333335,0.043333333333333335,64,88,0.6166666666666667,0.6266666666666667,1.0000000000000009,0.6183250579857759,0.6285285058468577,1.020344786108185,160,10,17,0.0625,0.10625,0.6173375720627873,0.6258736904720468,0.8536118409259497,4.490108434292097,-3.469763648183912,0.5,well_estimated,20,0,7.94999999999999 -300,20,20,20,0.06666666666666667,0.06666666666666667,84,91,0.6233333333333333,0.63,0.666666666666671,0.6279007418664575,0.6296042980726041,0.17035562061465948,160,16,18,0.1,0.1125,0.6247074487033042,0.6262689062234953,0.15614575201911007,4.566029140501701,-4.395673519887042,0.75,well_estimated,20,0,7.94999999999999 -300,21,21,21,0.07,0.07,91,91,0.6266666666666667,0.6266666666666667,0.0,0.6296200298514606,0.6296200298514606,0.0,160,18,18,0.1125,0.1125,0.6262035110801698,0.6262035110801698,0.0,4.588047213576997,-4.588047213576997,1.0,well_estimated,20,0,7.94999999999999 -300,0,0,0,0.0,0.0,0,82,0.5366666666666666,0.57,3.3333333333333326,0.5192914975312641,0.5918789894421466,7.258749191088243,161,0,25,0.0,0.15527950310559005,0.5257799981807415,0.5943338613444143,6.855386316367285,4.471975479912739,2.7867737111755035,0.0,well_estimated,20,1,7.94999999999999 -300,5,5,5,0.016666666666666666,0.016666666666666666,24,85,0.58,0.5733333333333334,-0.6666666666666599,0.5513433388267673,0.5952571577765935,4.391381894982615,161,3,26,0.018633540372670808,0.16149068322981366,0.557605022721889,0.5966173805362657,3.901235781437662,4.60108788570374,-0.20970599072112517,0.25,well_estimated,20,1,7.94999999999999 -300,9,9,9,0.03,0.03,53,88,0.5966666666666667,0.5833333333333334,-1.3333333333333308,0.5849395286292245,0.5973424734837347,1.2402944854510212,161,12,26,0.07453416149068323,0.16149068322981366,0.5896995323350702,0.5982224875730289,0.8522955237958652,4.664162806568484,-3.423868321117463,0.5,well_estimated,20,1,7.94999999999999 -300,23,23,23,0.07666666666666666,0.07666666666666666,77,92,0.5766666666666667,0.5766666666666667,0.0,0.5979935267616298,0.6012890874887791,0.3295560727149316,161,23,28,0.14285714285714285,0.17391304347826086,0.6004082940430681,0.6005860040787564,0.017771003568833876,4.757136710100994,-4.427580637386063,0.75,well_estimated,20,1,7.94999999999999 -300,33,33,33,0.11,0.11,97,97,0.5833333333333334,0.5833333333333334,0.0,0.602019098104034,0.602019098104034,0.0,161,27,27,0.16770186335403728,0.16770186335403728,0.6013611955528916,0.6013611955528916,0.0,4.7839285753003455,-4.7839285753003455,1.0,well_estimated,20,1,7.94999999999999 -300,0,0,0,0.0,0.0,0,94,0.54,0.5833333333333334,4.333333333333334,0.5135944206238063,0.6069077293185074,9.331330869470111,162,0,24,0.0,0.14814814814814814,0.5196968531155146,0.6039245835267397,8.422773041122511,4.204011715946668,5.127319153523444,0.0,well_estimated,20,2,7.94999999999999 -300,5,5,5,0.016666666666666666,0.016666666666666666,35,95,0.5633333333333334,0.59,2.6666666666666616,0.5587746632107653,0.6088535806308945,5.007891742012916,162,6,24,0.037037037037037035,0.14814814814814814,0.5626390366459363,0.6044406226662952,4.180158602035888,4.319482218435488,0.6884095235774277,0.25,well_estimated,20,2,7.94999999999999 -300,4,4,4,0.013333333333333334,0.013333333333333334,65,94,0.59,0.5866666666666667,-0.33333333333332993,0.5926114213223939,0.6086066145571145,1.599519323472065,162,13,24,0.08024691358024691,0.14814814814814814,0.592605718526766,0.6047815172752561,1.2175798748490063,4.413788914495044,-2.8142695910229794,0.5,well_estimated,20,2,7.94999999999999 -300,12,12,12,0.04,0.04,91,101,0.58,0.58,0.0,0.6087681153755957,0.6100526347236598,0.12845193480640615,162,26,29,0.16049382716049382,0.17901234567901234,0.6054967709854151,0.6049342296686262,-0.05625413167889004,4.517867508074997,-4.389415573268591,0.75,well_estimated,20,2,7.94999999999999 -300,14,14,14,0.04666666666666667,0.04666666666666667,100,100,0.5766666666666667,0.5766666666666667,0.0,0.6101169172108982,0.6101169172108982,0.0,162,29,29,0.17901234567901234,0.17901234567901234,0.6048184782094114,0.6048184782094114,0.0,4.520628405196321,-4.520628405196321,1.0,well_estimated,20,2,7.94999999999999 -300,0,0,0,0.0,0.0,0,94,0.51,0.57,5.999999999999995,0.5061865245787002,0.6038427301631033,9.765620558440313,153,0,26,0.0,0.16993464052287582,0.5113056881811541,0.6013282934596118,9.002260527845774,4.215321200763672,5.550299357676641,0.0,well_estimated,20,3,7.94999999999999 -300,8,8,8,0.02666666666666667,0.02666666666666667,35,95,0.54,0.5766666666666667,3.6666666666666625,0.5595199979837585,0.6095084343711714,4.99884363874129,153,8,25,0.05228758169934641,0.16339869281045752,0.5603032008575829,0.6061223138292081,4.581911297162522,4.368053016467819,0.6307906222734712,0.25,well_estimated,20,3,7.94999999999999 -300,17,17,17,0.056666666666666664,0.056666666666666664,69,98,0.5533333333333333,0.59,3.6666666666666625,0.6020091834765666,0.6129017266040204,1.0892543127453802,153,19,25,0.12418300653594772,0.16339869281045752,0.5985448816265214,0.6084579550094465,0.991307338292513,4.468515304344624,-3.379260991599244,0.5,well_estimated,20,3,7.94999999999999 -300,22,22,22,0.07333333333333333,0.07333333333333333,86,100,0.5733333333333334,0.5933333333333334,2.0000000000000018,0.6117077923924464,0.6140497443870144,0.23419519945679923,153,23,25,0.1503267973856209,0.16339869281045752,0.6076768977164573,0.6086251659060163,0.0948268189559065,4.519994113509694,-4.2857989140528945,0.75,well_estimated,20,3,7.94999999999999 -300,29,29,29,0.09666666666666666,0.09666666666666666,103,103,0.6,0.6,0.0,0.614838577347679,0.614838577347679,0.0,153,26,26,0.16993464052287582,0.16993464052287582,0.6085828435613049,0.6085828435613049,0.0,4.5992487241849185,-4.5992487241849185,1.0,well_estimated,20,3,7.94999999999999 -300,0,0,0,0.0,0.0,0,89,0.5666666666666667,0.61,4.333333333333334,0.5283251021023786,0.5998838189240469,7.155871682166826,170,0,28,0.0,0.16470588235294117,0.5251839118898821,0.5979888253491263,7.280491345924423,3.601499489885169,3.5543721922816567,0.0,well_estimated,21,0,7.850000000000001 -300,8,8,8,0.02666666666666667,0.02666666666666667,26,89,0.59,0.6233333333333333,3.3333333333333326,0.560228160516238,0.6042300538308185,4.400189331458049,170,6,25,0.03529411764705882,0.14705882352941177,0.5572428432622814,0.6031991526354419,4.595630937316053,3.6541857045510375,0.7460036269070112,0.25,well_estimated,21,0,7.850000000000001 -300,8,8,8,0.02666666666666667,0.02666666666666667,55,89,0.6066666666666667,0.6233333333333333,1.6666666666666607,0.5921011597954834,0.6042300538308185,1.2128894035335125,170,15,25,0.08823529411764706,0.14705882352941177,0.5910400837528909,0.6031991526354419,1.2159068882551027,3.7529168949536853,-2.540027491420173,0.5,well_estimated,21,0,7.850000000000001 -300,19,19,19,0.06333333333333334,0.06333333333333334,77,94,0.6233333333333333,0.6133333333333333,-1.0000000000000009,0.6044333255712476,0.6070993066183401,0.26659810470924805,170,21,29,0.12352941176470589,0.17058823529411765,0.6032137501884197,0.6052395083338366,0.20257581454168339,3.903143180094642,-3.636545075385394,0.75,well_estimated,21,0,7.850000000000001 -300,25,25,25,0.08333333333333333,0.08333333333333333,94,94,0.6166666666666667,0.6166666666666667,0.0,0.6075792666498467,0.6075792666498467,0.0,170,29,29,0.17058823529411765,0.17058823529411765,0.6068972192312287,0.6068972192312287,0.0,3.924227000537274,-3.924227000537274,1.0,well_estimated,21,0,7.850000000000001 -300,0,0,0,0.0,0.0,0,90,0.54,0.6333333333333333,9.333333333333327,0.523733900833212,0.6011740787557671,7.744017792255509,162,0,18,0.0,0.1111111111111111,0.5184792111380029,0.5951935955858076,7.671438444780476,3.936767260803163,3.8072505314523455,0.0,well_estimated,21,1,7.850000000000001 -300,12,12,12,0.04,0.04,32,89,0.5766666666666667,0.65,7.333333333333336,0.5689440420790991,0.609712115713553,4.07680736344539,162,6,18,0.037037037037037035,0.1111111111111111,0.5661627077550105,0.6070471225655985,4.088441481058791,4.1593561359224696,-0.0825487724770797,0.25,well_estimated,21,1,7.850000000000001 -300,20,20,20,0.06666666666666667,0.06666666666666667,57,84,0.61,0.6433333333333333,3.3333333333333326,0.5986142274481746,0.6105988514585722,1.198462401039757,162,11,16,0.06790123456790123,0.09876543209876543,0.5968773542229089,0.6072463495466878,1.0368995323778885,4.305944884081785,-3.107482483042028,0.5,well_estimated,21,1,7.850000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,74,86,0.62,0.64,2.0000000000000018,0.6081325555240749,0.610631558476502,0.24990029524271096,162,14,17,0.08641975308641975,0.10493827160493827,0.6067203008045206,0.6074403728758668,0.07200720713462783,4.326837183545616,-4.076936888302905,0.75,well_estimated,21,1,7.850000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,86,86,0.64,0.64,0.0,0.610631558476502,0.610631558476502,0.0,162,17,17,0.10493827160493827,0.10493827160493827,0.6074403728758668,0.6074403728758668,0.0,4.323625814181082,-4.323625814181082,1.0,well_estimated,21,1,7.850000000000001 -300,0,0,0,0.0,0.0,0,90,0.5366666666666666,0.5966666666666667,6.000000000000005,0.5370064376239039,0.6107511266817173,7.37446890578134,161,0,23,0.0,0.14285714285714285,0.5357230475837533,0.6109003590598978,7.517731147614448,3.449426832554342,3.925042073226998,0.0,well_estimated,21,2,7.850000000000001 -300,9,9,9,0.03,0.03,28,86,0.57,0.6266666666666667,5.666666666666675,0.576237191376145,0.6166566965288043,4.041950515265924,161,5,18,0.031055900621118012,0.11180124223602485,0.5755157448285222,0.6182289149865562,4.271317015803399,3.634702669491511,0.4072478457744131,0.25,well_estimated,21,2,7.850000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,55,85,0.6066666666666667,0.6366666666666667,3.0000000000000027,0.6061324573447501,0.6195217460517616,1.3389288707011504,161,11,18,0.06832298136645963,0.11180124223602485,0.6063463181847563,0.6216529772514711,1.53066590667148,3.7293779093943464,-2.390449038693196,0.5,well_estimated,21,2,7.850000000000001 -300,27,27,27,0.09,0.09,82,92,0.6366666666666667,0.6433333333333333,0.6666666666666599,0.6208152154848022,0.6224145553840185,0.15993398992162344,161,16,19,0.09937888198757763,0.11801242236024845,0.6241001383888548,0.6241789828385487,0.007884444969386006,3.887529882179449,-3.7275958922578254,0.75,well_estimated,21,2,7.850000000000001 -300,32,32,32,0.10666666666666667,0.10666666666666667,97,97,0.6466666666666666,0.6466666666666666,0.0,0.6229140060632448,0.6229140060632448,0.0,161,20,20,0.12422360248447205,0.12422360248447205,0.6250644872276795,0.6250644872276795,0.0,3.932118651026891,-3.932118651026891,1.0,well_estimated,21,2,7.850000000000001 -300,0,0,0,0.0,0.0,0,80,0.52,0.59,6.999999999999995,0.5254011176940562,0.6038157087890412,7.841459109498505,156,0,19,0.0,0.12179487179487179,0.5241568320762072,0.6000727390643554,7.591590698814821,3.918765126827713,3.922693982670792,0.0,well_estimated,21,3,7.850000000000001 -300,6,6,6,0.02,0.02,34,85,0.5633333333333334,0.5966666666666667,3.3333333333333326,0.577634769271018,0.6067525068120508,2.911773754103286,156,5,20,0.03205128205128205,0.1282051282051282,0.5765127354400867,0.6029738854146988,2.646114997461202,4.0570993724713285,-1.1453256183680423,0.25,well_estimated,21,3,7.850000000000001 -300,10,10,10,0.03333333333333333,0.03333333333333333,54,86,0.5833333333333334,0.5833333333333334,0.0,0.5962894471782942,0.6078727729651149,1.1583325786820642,156,10,22,0.0641025641025641,0.14102564102564102,0.5949270424869089,0.6045196116841256,0.9592569197216738,4.127248157933903,-2.968915579251839,0.5,well_estimated,21,3,7.850000000000001 -300,12,12,12,0.04,0.04,70,87,0.5866666666666667,0.5766666666666667,-1.0000000000000009,0.6052615555812709,0.6081942359021768,0.2932680320905878,156,16,23,0.10256410256410256,0.14743589743589744,0.6032480163672602,0.6049425315965888,0.16945152293286192,4.16797532754721,-3.874707295456622,0.75,well_estimated,21,3,7.850000000000001 -300,21,21,21,0.07,0.07,92,92,0.58,0.58,0.0,0.6087739417976488,0.6087739417976488,0.0,156,24,24,0.15384615384615385,0.15384615384615385,0.6075292015706238,0.6075292015706238,0.0,4.118235512362619,-4.118235512362619,1.0,well_estimated,21,3,7.850000000000001 -300,0,0,0,0.0,0.0,0,87,0.5133333333333333,0.5833333333333334,7.000000000000006,0.5194772537152414,0.5975577021428471,7.808044842760564,154,0,20,0.0,0.12987012987012986,0.5127658524790761,0.59641027156187,8.364441908279385,5.521772098940516,2.2862727438200485,0.0,well_estimated,22,0,8.550000000000002 -300,12,12,10,0.04,0.03333333333333333,35,89,0.55,0.6,4.999999999999993,0.566963798531367,0.5993422533570726,3.237845482570556,154,7,19,0.045454545454545456,0.12337662337662338,0.5605723885953106,0.5981105069284628,3.7538118333152237,5.6850424864553295,-2.4471970038847735,0.25,well_estimated,22,0,8.550000000000002 -300,13,13,10,0.043333333333333335,0.03333333333333333,56,89,0.5933333333333334,0.6,0.6666666666666599,0.5888519856040209,0.5993422533570726,1.049026775305173,154,9,19,0.05844155844155844,0.12337662337662338,0.5829962067017402,0.5981105069284628,1.5114300226722555,5.76409102104221,-4.715064245737038,0.5,well_estimated,22,0,8.550000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,73,89,0.5833333333333334,0.6,1.6666666666666607,0.5961329530564637,0.5993422533570726,0.32093003006088416,154,16,19,0.1038961038961039,0.12337662337662338,0.59312939161198,0.5981105069284628,0.49811153164828204,5.754384669253711,-5.433454639192827,0.75,well_estimated,22,0,8.550000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,89,89,0.6,0.6,0.0,0.5993422533570726,0.5993422533570726,0.0,154,19,19,0.12337662337662338,0.12337662337662338,0.5981105069284628,0.5981105069284628,0.0,5.781794914125103,-5.781794914125103,1.0,well_estimated,22,0,8.550000000000002 -300,0,0,0,0.0,0.0,0,90,0.52,0.58,5.999999999999995,0.5254116339714421,0.6085769704326203,8.316533646117819,156,0,23,0.0,0.14743589743589744,0.5235561414521421,0.6105206618874477,8.696452043530556,4.812540300188071,3.5039933459297474,0.0,well_estimated,22,1,8.550000000000002 -300,5,5,5,0.016666666666666666,0.016666666666666666,34,91,0.5533333333333333,0.5766666666666667,2.3333333333333317,0.5719426959257764,0.6119718048790727,4.0029108953296255,156,6,22,0.038461538461538464,0.14102564102564102,0.5715634464079019,0.6133031135684922,4.17396671605903,4.927849453892829,-0.9249385585632037,0.25,well_estimated,22,1,8.550000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,64,94,0.5833333333333334,0.5833333333333334,0.0,0.6021187906549459,0.6149804992474003,1.286170859245439,156,11,23,0.07051282051282051,0.14743589743589744,0.6022327190696642,0.6161577874454903,1.3925068375826077,5.0176397871674645,-3.7314689279220254,0.5,well_estimated,22,1,8.550000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,85,96,0.5866666666666667,0.58,-0.666666666666671,0.613483509326012,0.6152954399870735,0.1811930661061445,156,18,24,0.11538461538461539,0.15384615384615385,0.6139629630294017,0.6169978363528157,0.30348733234140113,5.071164237425905,-4.889971171319761,0.75,well_estimated,22,1,8.550000000000002 -300,20,20,20,0.06666666666666667,0.06666666666666667,95,95,0.58,0.58,0.0,0.6154647214588936,0.6154647214588936,0.0,156,24,24,0.15384615384615385,0.15384615384615385,0.6171791346351867,0.6171791346351867,0.0,5.122998374776663,-5.122998374776663,1.0,well_estimated,22,1,8.550000000000002 -300,0,0,0,0.0,0.0,0,93,0.5266666666666666,0.6133333333333333,8.666666666666668,0.5245601210704169,0.6053745327043129,8.081441163389592,158,0,22,0.0,0.13924050632911392,0.5208249094114134,0.6075995119029016,8.677460249148828,5.102230078748258,2.9792110846413333,0.0,well_estimated,22,2,8.550000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,30,93,0.5666666666666667,0.6233333333333333,5.666666666666664,0.5620967306196081,0.6062174900986365,4.412075947902839,158,6,21,0.0379746835443038,0.13291139240506328,0.5584562120795367,0.6085021997394909,5.004598765995427,5.249442294248928,-0.837366346346089,0.25,well_estimated,22,2,8.550000000000002 -300,4,4,4,0.013333333333333334,0.013333333333333334,58,95,0.6,0.6266666666666667,2.6666666666666727,0.5912315486107976,0.6060446930255886,1.481314441479098,158,10,21,0.06329113924050633,0.13291139240506328,0.5912240328107937,0.6088975912500257,1.7673558439232018,5.34165449289844,-3.8603400514193424,0.5,well_estimated,22,2,8.550000000000002 -300,6,6,6,0.02,0.02,77,95,0.6333333333333333,0.6266666666666667,-0.6666666666666599,0.6040421150798291,0.6061809543623435,0.21388392825144598,158,13,21,0.08227848101265822,0.13291139240506328,0.6060996557691561,0.608591344860632,0.24916890914759016,5.41425832417514,-5.200374395923694,0.75,well_estimated,22,2,8.550000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,93,93,0.6233333333333333,0.6233333333333333,0.0,0.6062174900986365,0.6062174900986365,0.0,158,21,21,0.13291139240506328,0.13291139240506328,0.6085021997394909,0.6085021997394909,0.0,5.435520711827472,-5.435520711827472,1.0,well_estimated,22,2,8.550000000000002 -300,0,0,0,0.0,0.0,0,88,0.49,0.6033333333333334,11.33333333333334,0.5310265347794926,0.6067022243041847,7.567568952469217,147,0,18,0.0,0.12244897959183673,0.5279407446536897,0.6085421186724873,8.060137401879764,4.8658796479109405,2.7016893045582764,0.0,well_estimated,22,3,8.550000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,35,94,0.5366666666666666,0.6066666666666667,7.000000000000006,0.57158248938548,0.6099550973312223,3.8372607945742376,147,7,18,0.047619047619047616,0.12244897959183673,0.5697866675845639,0.6114775002334073,4.169083264884343,5.129413880052124,-1.2921530854778864,0.25,well_estimated,22,3,8.550000000000002 -300,6,6,6,0.02,0.02,59,94,0.5533333333333333,0.61,5.666666666666664,0.5960830595306426,0.6095883537941897,1.3505294263547185,147,13,18,0.08843537414965986,0.12244897959183673,0.5949638170298855,0.6107893385789159,1.5825521549030386,5.219663334541395,-3.8691339081866767,0.5,well_estimated,22,3,8.550000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,82,94,0.59,0.5933333333333334,0.33333333333334103,0.6095085097147281,0.6114605615804771,0.19520518657489827,147,17,20,0.11564625850340136,0.1360544217687075,0.6095307600309728,0.6129079521271248,0.33771920961519486,5.295124398743255,-5.0999192121683565,0.75,well_estimated,22,3,8.550000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,96,96,0.5933333333333334,0.5933333333333334,0.0,0.6117898106576113,0.6117898106576113,0.0,147,21,21,0.14285714285714285,0.14285714285714285,0.6119342066805562,0.6119342066805562,0.0,5.3339408224485725,-5.3339408224485725,1.0,well_estimated,22,3,8.550000000000002 -300,0,0,0,0.0,0.0,0,80,0.5466666666666666,0.5833333333333334,3.6666666666666736,0.5392044759988996,0.6064480993303706,6.724362333147093,164,0,25,0.0,0.1524390243902439,0.5310850408337158,0.5962090541814217,6.5124013347705905,4.316725486532091,2.407636846615002,0.0,well_estimated,23,0,7.199999999999996 -300,8,8,8,0.02666666666666667,0.02666666666666667,33,86,0.56,0.6066666666666667,4.666666666666663,0.5779308422151231,0.6129663905590591,3.5035548343935963,164,9,25,0.054878048780487805,0.1524390243902439,0.5682331641578325,0.6032686797380155,3.503551558018292,4.400511518368694,-0.8969566839750973,0.25,well_estimated,23,0,7.199999999999996 -300,16,16,16,0.05333333333333334,0.05333333333333334,61,86,0.6133333333333333,0.6166666666666667,0.33333333333334103,0.6053756231182507,0.6162650049199189,1.0889381801668208,164,14,24,0.08536585365853659,0.14634146341463414,0.5960491634948019,0.6068595529742885,1.0810389479486648,4.423691499594148,-3.3347533194273273,0.5,well_estimated,23,0,7.199999999999996 -300,25,25,25,0.08333333333333333,0.08333333333333333,82,90,0.6033333333333334,0.6166666666666667,1.3333333333333308,0.6169152231270321,0.6178662170448402,0.09509939178081739,164,24,25,0.14634146341463414,0.1524390243902439,0.608599964431848,0.6086931817104109,0.009321727856281825,4.431555243214012,-4.336455851433195,0.75,well_estimated,23,0,7.199999999999996 -300,31,31,31,0.10333333333333333,0.10333333333333333,92,92,0.63,0.63,0.0,0.6182743901510892,0.6182743901510892,0.0,164,24,24,0.14634146341463414,0.14634146341463414,0.6101385054311993,0.6101385054311993,0.0,4.438399961957091,-4.438399961957091,1.0,well_estimated,23,0,7.199999999999996 -300,0,0,0,0.0,0.0,0,74,0.55,0.6233333333333333,7.333333333333325,0.5391907978170506,0.6090464028953694,6.985560507831878,165,0,15,0.0,0.09090909090909091,0.5285926467742114,0.5987942876984935,7.020164092428216,4.2441399989558395,2.741420508876039,0.0,well_estimated,23,1,7.199999999999996 -300,10,10,10,0.03333333333333333,0.03333333333333333,34,77,0.6033333333333334,0.6233333333333333,1.9999999999999907,0.5841578447657602,0.6154889883466803,3.133114358092015,165,6,17,0.03636363636363636,0.10303030303030303,0.5746763980591806,0.6058197346934797,3.1143336634299135,4.322748612777994,-1.1896342546859793,0.25,well_estimated,23,1,7.199999999999996 -300,15,15,15,0.05,0.05,54,80,0.6133333333333333,0.6233333333333333,1.0000000000000009,0.6042777332843301,0.617152438611789,1.2874705327458935,165,12,18,0.07272727272727272,0.10909090909090909,0.5952804261975821,0.6078274584792628,1.2547032281680637,4.3524860360971696,-3.065015503351276,0.5,well_estimated,23,1,7.199999999999996 -300,25,25,25,0.08333333333333333,0.08333333333333333,78,85,0.6133333333333333,0.62,0.666666666666671,0.6178253245622383,0.6187805899815324,0.09552654192941379,165,18,20,0.10909090909090909,0.12121212121212122,0.60898352299835,0.6098047859875991,0.08212629892491163,4.35377767056599,-4.2582511286365765,0.75,well_estimated,23,1,7.199999999999996 -300,33,33,33,0.11,0.11,88,88,0.62,0.62,0.0,0.6191604098742872,0.6191604098742872,0.0,165,20,20,0.12121212121212122,0.12121212121212122,0.611189564704922,0.611189564704922,0.0,4.369941784708244,-4.369941784708244,1.0,well_estimated,23,1,7.199999999999996 -300,0,0,0,0.0,0.0,0,93,0.4666666666666667,0.5733333333333334,10.666666666666668,0.5140446282183739,0.6024412046181605,8.83965763997866,140,0,15,0.0,0.10714285714285714,0.5076625058245462,0.5968031179793055,8.914061215475932,3.9502824225326956,4.889375217445964,0.0,well_estimated,23,2,7.199999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,28,97,0.5066666666666667,0.5733333333333334,6.666666666666665,0.5540788132315515,0.605737390814105,5.165857758255354,140,4,17,0.02857142857142857,0.12142857142857143,0.5463159073465657,0.599100695998444,5.2784788651878305,4.035993694369419,1.1298640638859352,0.25,well_estimated,23,2,7.199999999999996 -300,11,11,11,0.03666666666666667,0.03666666666666667,65,98,0.56,0.5733333333333334,1.3333333333333308,0.5933393916504633,0.6064417636807906,1.310237203032727,140,10,17,0.07142857142857142,0.12142857142857143,0.5868138560820213,0.5993085404253532,1.2494684343331897,4.1146006762753835,-2.8043634732426566,0.5,well_estimated,23,2,7.199999999999996 -300,14,14,14,0.04666666666666667,0.04666666666666667,84,100,0.57,0.57,0.0,0.6047509680159775,0.6068041781740328,0.2053210158055263,140,13,19,0.09285714285714286,0.1357142857142857,0.5977155950777968,0.6001109772469884,0.2395382169191551,4.130810082570078,-3.925489066764552,0.75,well_estimated,23,2,7.199999999999996 -300,18,18,18,0.06,0.06,101,101,0.5633333333333334,0.5633333333333334,0.0,0.6071709115181783,0.6071709115181783,0.0,140,20,20,0.14285714285714285,0.14285714285714285,0.6000193354721148,0.6000193354721148,0.0,4.114268397780092,-4.114268397780092,1.0,well_estimated,23,2,7.199999999999996 -300,0,0,0,0.0,0.0,0,82,0.5666666666666667,0.63,6.333333333333336,0.5339590879705121,0.604006074680364,7.004698670985199,170,0,22,0.0,0.12941176470588237,0.5257179011417998,0.5942000413588773,6.848214021707744,3.86236327147286,3.1423353995123393,0.0,well_estimated,23,3,7.199999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,24,80,0.6033333333333334,0.65,4.666666666666663,0.5692809648214058,0.609894459074352,4.061349425294624,170,4,19,0.023529411764705882,0.11176470588235295,0.5623956418203252,0.6009076964017771,3.8512054581451904,3.9259796358241084,0.13536978947051592,0.25,well_estimated,23,3,7.199999999999996 -300,11,11,11,0.03666666666666667,0.03666666666666667,53,84,0.6333333333333333,0.6466666666666666,1.3333333333333308,0.5999242996804504,0.6114832953289926,1.1558995648542236,170,11,20,0.06470588235294118,0.11764705882352941,0.5912095372856312,0.6023664857096055,1.11569484239743,3.9876755107717834,-2.8317759459175598,0.5,well_estimated,23,3,7.199999999999996 -300,16,16,16,0.05333333333333334,0.05333333333333334,72,85,0.65,0.6466666666666666,-0.33333333333334103,0.6104628064433113,0.6129536767361421,0.24908702928307935,170,17,21,0.1,0.12352941176470589,0.6014974856122822,0.6036189297007231,0.2121444088440838,3.976036184932965,-3.7269491556498857,0.75,well_estimated,23,3,7.199999999999996 -300,30,30,30,0.1,0.1,92,92,0.6333333333333333,0.6333333333333333,0.0,0.6145891856173074,0.6145891856173074,0.0,170,24,24,0.1411764705882353,0.1411764705882353,0.6052015497360507,0.6052015497360507,0.0,4.045700698482454,-4.045700698482454,1.0,well_estimated,23,3,7.199999999999996 -300,0,0,0,0.0,0.0,0,91,0.5,0.5633333333333334,6.333333333333336,0.5180742687210242,0.5872135054566476,6.913923673562339,150,0,25,0.0,0.16666666666666666,0.5161431092260892,0.5897299076662701,7.35867984401809,4.997954915103225,1.9159687584591136,0.0,well_estimated,24,0,8.800000000000008 -300,8,8,8,0.02666666666666667,0.02666666666666667,25,92,0.5366666666666666,0.5733333333333334,3.6666666666666736,0.550632099546928,0.5935903882871876,4.295828874025953,150,4,25,0.02666666666666667,0.16666666666666666,0.5491620345024364,0.595434491537171,4.627245703473459,5.136435158202766,-0.8406062841768129,0.25,well_estimated,24,0,8.800000000000008 -300,14,14,14,0.04666666666666667,0.04666666666666667,52,95,0.5633333333333334,0.5866666666666667,2.3333333333333317,0.5764497391243727,0.5958320831760389,1.9382344051666167,150,10,24,0.06666666666666667,0.16,0.5770297141434125,0.5984113276051912,2.1381613461778692,5.13312325026611,-3.1948888450994937,0.5,well_estimated,24,0,8.800000000000008 -300,24,24,24,0.08,0.08,83,97,0.5833333333333334,0.5866666666666667,0.33333333333332993,0.5957966494091265,0.5976020491311204,0.18053997219938944,150,20,25,0.13333333333333333,0.16666666666666666,0.5981942792707737,0.6002323834842946,0.20381042135209082,5.152888434739986,-4.972348462540596,0.75,well_estimated,24,0,8.800000000000008 -300,31,31,31,0.10333333333333333,0.10333333333333333,99,99,0.59,0.59,0.0,0.5978513008947456,0.5978513008947456,0.0,150,26,26,0.17333333333333334,0.17333333333333334,0.6011646026613146,0.6011646026613146,0.0,5.2082427476004,-5.2082427476004,1.0,well_estimated,24,0,8.800000000000008 -300,0,0,0,0.0,0.0,0,77,0.51,0.6133333333333333,10.333333333333329,0.5306699115225058,0.6050037741294089,7.433386260690311,153,0,13,0.0,0.08496732026143791,0.5300481610434646,0.6116270666698344,8.157890562636972,5.189964375694331,2.24342188499598,0.0,well_estimated,24,1,8.800000000000008 -300,8,8,8,0.02666666666666667,0.02666666666666667,28,81,0.55,0.6233333333333333,7.333333333333325,0.567913322796804,0.6113711662773862,4.345784348058224,153,5,13,0.032679738562091505,0.08496732026143791,0.5697200060345176,0.617297333146309,4.757732711179141,5.371331152241684,-1.0255468041834597,0.25,well_estimated,24,1,8.800000000000008 -300,20,20,20,0.06666666666666667,0.06666666666666667,61,86,0.6,0.6166666666666667,1.6666666666666718,0.6031522563611526,0.6162466712964787,1.3094414935326149,153,8,15,0.05228758169934641,0.09803921568627451,0.6078026301349022,0.622959746783035,1.5157116648132796,5.600232374829802,-4.2907908812971876,0.5,well_estimated,24,1,8.800000000000008 -300,21,21,21,0.07,0.07,78,86,0.6133333333333333,0.6133333333333333,0.0,0.6147081788492005,0.61629770490914,0.1589526059939561,153,12,15,0.0784313725490196,0.09803921568627451,0.6211548198031467,0.6230405394159519,0.1885719612805259,5.625276249723183,-5.466323643729227,0.75,well_estimated,24,1,8.800000000000008 -300,23,23,23,0.07666666666666666,0.07666666666666666,88,88,0.61,0.61,0.0,0.6163535330710679,0.6163535330710679,0.0,153,16,16,0.10457516339869281,0.10457516339869281,0.6228963446289997,0.6228963446289997,0.0,5.662595749207531,-5.662595749207531,1.0,well_estimated,24,1,8.800000000000008 -300,0,0,0,0.0,0.0,0,58,0.55,0.6366666666666667,8.666666666666668,0.5607363366993059,0.608031414259075,4.729507755976914,165,0,7,0.0,0.04242424242424243,0.5595397350774014,0.608769832343759,4.9230097266357635,4.936095085822706,-0.2065873298457923,0.0,well_estimated,24,2,8.800000000000008 -300,7,7,7,0.023333333333333334,0.023333333333333334,18,59,0.58,0.6366666666666667,5.666666666666675,0.5842990182454955,0.6127065249384187,2.8407506692923246,165,1,7,0.006060606060606061,0.04242424242424243,0.5841341412753807,0.614123506664076,2.9989365388695344,5.1100894207167595,-2.269338751424435,0.25,well_estimated,24,2,8.800000000000008 -300,6,6,6,0.02,0.02,38,60,0.6133333333333333,0.64,2.6666666666666727,0.6043805289798416,0.6124400510104621,0.8059522030620436,165,4,7,0.024242424242424242,0.04242424242424243,0.6035961071269582,0.613762948274966,1.016684114800781,5.177686246573949,-4.371734043511905,0.5,well_estimated,24,2,8.800000000000008 -300,12,12,12,0.04,0.04,51,62,0.6233333333333333,0.6366666666666667,1.333333333333342,0.6118812858631617,0.6137162609918974,0.18349751287356497,165,6,8,0.03636363636363636,0.048484848484848485,0.612551789574811,0.6158133312754523,0.32615417006413017,5.177160868065847,-4.993663355192282,0.75,well_estimated,24,2,8.800000000000008 -300,17,17,17,0.056666666666666664,0.056666666666666664,66,66,0.6366666666666667,0.6366666666666667,0.0,0.6138737177926781,0.6138737177926781,0.0,165,10,10,0.06060606060606061,0.06060606060606061,0.616873794185904,0.616873794185904,0.0,5.217124320577347,-5.217124320577347,1.0,well_estimated,24,2,8.800000000000008 -300,0,0,0,0.0,0.0,0,90,0.5133333333333333,0.6333333333333333,12.0,0.5187695481080441,0.5989750544559536,8.020550634790947,154,0,16,0.0,0.1038961038961039,0.5204712174603434,0.603637701452296,8.316648399195259,5.351669779953213,2.6688808548377336,0.0,well_estimated,24,3,8.800000000000008 -300,10,10,10,0.03333333333333333,0.03333333333333333,33,91,0.5833333333333334,0.63,4.666666666666663,0.5654799892271872,0.6052506441154354,3.977065488824816,154,3,17,0.01948051948051948,0.11038961038961038,0.5687319111511235,0.6103170884531177,4.158517730199418,5.531356634656042,-1.5542911458312263,0.25,well_estimated,24,3,8.800000000000008 -300,10,10,10,0.03333333333333333,0.03333333333333333,56,91,0.62,0.63,1.0000000000000009,0.590315312072445,0.6052506441154354,1.4935332042990357,154,7,17,0.045454545454545456,0.11038961038961038,0.5951067179895303,0.6103170884531177,1.521037046358742,5.617902230161817,-4.124369025862781,0.5,well_estimated,24,3,8.800000000000008 -300,18,18,18,0.06,0.06,82,95,0.6433333333333333,0.64,-0.33333333333332993,0.604579851671635,0.6071745725912381,0.25947209196031107,154,11,17,0.07142857142857142,0.11038961038961038,0.6104188377297426,0.6119804006501841,0.1561562920441517,5.704570067226659,-5.445097975266348,0.75,well_estimated,24,3,8.800000000000008 -300,25,25,25,0.08333333333333333,0.08333333333333333,101,101,0.6366666666666667,0.6366666666666667,0.0,0.6078270959971148,0.6078270959971148,0.0,154,19,19,0.12337662337662338,0.12337662337662338,0.6147469977365807,0.6147469977365807,0.0,5.829659442066147,-5.829659442066147,1.0,well_estimated,24,3,8.800000000000008 -300,0,0,0,0.0,0.0,0,101,0.5133333333333333,0.62,10.666666666666668,0.5259583277947024,0.6276700127147609,10.171168492005844,154,0,21,0.0,0.13636363636363635,0.5250733944020808,0.6204083677238291,9.533497332174834,3.680242545616251,6.490925946389593,0.0,well_estimated,25,0,7.050000000000001 -300,3,3,3,0.01,0.01,34,101,0.5333333333333333,0.6233333333333333,8.999999999999996,0.57443730743527,0.6288193034528942,5.438199601762417,154,8,21,0.05194805194805195,0.13636363636363635,0.5706870878738916,0.621307589093198,5.06205012193065,3.728591955653008,1.7096076461094087,0.25,well_estimated,25,0,7.050000000000001 -300,10,10,10,0.03333333333333333,0.03333333333333333,71,101,0.5966666666666667,0.6333333333333333,3.6666666666666625,0.6185418652743826,0.6303834430276651,1.184157775328254,154,13,19,0.08441558441558442,0.12337662337662338,0.6129855809724138,0.6218999437161266,0.8914362743712712,3.776251165247108,-2.592093389918854,0.5,well_estimated,25,0,7.050000000000001 -300,13,13,13,0.043333333333333335,0.043333333333333335,91,103,0.6266666666666667,0.6433333333333333,1.6666666666666607,0.6289397850389574,0.6307004973579398,0.17607123189823382,154,17,19,0.11038961038961038,0.12337662337662338,0.6211987012278157,0.6219870232668899,0.07883220390741963,3.8109922875892495,-3.6349210556910156,0.75,well_estimated,25,0,7.050000000000001 -300,15,15,15,0.05,0.05,103,103,0.6433333333333333,0.6433333333333333,0.0,0.6307618264876502,0.6307618264876502,0.0,154,19,19,0.12337662337662338,0.12337662337662338,0.6215549858862776,0.6215549858862776,0.0,3.8328901899794827,-3.8328901899794827,1.0,well_estimated,25,0,7.050000000000001 -300,0,0,0,0.0,0.0,0,82,0.54,0.6466666666666666,10.666666666666657,0.5464378420589945,0.6252936967659465,7.8855854706952,162,0,14,0.0,0.08641975308641975,0.5451775984115801,0.6184735328978195,7.329593448623939,3.8632804564457266,4.022305014249474,0.0,well_estimated,25,1,7.050000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,28,87,0.5866666666666667,0.6433333333333333,5.666666666666664,0.5818327323731005,0.630868663234186,4.903593086108549,162,4,16,0.024691358024691357,0.09876543209876543,0.5774816981393185,0.6224738102462215,4.4992112106903015,3.9650628431967636,0.938530242911785,0.25,well_estimated,25,1,7.050000000000001 -300,18,18,18,0.06,0.06,56,95,0.6433333333333333,0.64,-0.33333333333332993,0.6176826551687321,0.6344001273498641,1.6717472181131954,162,6,19,0.037037037037037035,0.11728395061728394,0.611851619934444,0.62587492454889,1.4023304614446008,4.01584290476019,-2.344095686646994,0.5,well_estimated,25,1,7.050000000000001 -300,18,18,18,0.06,0.06,83,95,0.64,0.64,0.0,0.6328760521028096,0.6344001273498641,0.1524075247054446,162,15,19,0.09259259259259259,0.11728395061728394,0.6247803976658733,0.62587492454889,0.10945268830166999,4.005061530374405,-3.8526540056689607,0.75,well_estimated,25,1,7.050000000000001 -300,23,23,23,0.07666666666666666,0.07666666666666666,95,95,0.6333333333333333,0.6333333333333333,0.0,0.6346942887641961,0.6346942887641961,0.0,162,20,20,0.12345679012345678,0.12345679012345678,0.6265494146292485,0.6265494146292485,0.0,4.010490417443264,-4.010490417443264,1.0,well_estimated,25,1,7.050000000000001 -300,0,0,0,0.0,0.0,0,98,0.5366666666666666,0.58,4.333333333333334,0.5130176389686486,0.6056261612719538,9.260852230330519,161,0,26,0.0,0.16149068322981366,0.5116881125203071,0.5984126748952971,8.672456237499004,3.8309230229274953,5.429929207403024,0.0,well_estimated,25,2,7.050000000000001 -300,12,12,12,0.04,0.04,36,100,0.5466666666666666,0.5966666666666667,5.000000000000004,0.5629931175110848,0.6110928809084578,4.8099763397372985,161,12,25,0.07453416149068323,0.15527950310559005,0.5585322448571501,0.6028339913720411,4.430174651489094,3.9552390662894057,0.8547372734478929,0.25,well_estimated,25,2,7.050000000000001 -300,12,12,12,0.04,0.04,63,100,0.5766666666666667,0.5966666666666667,2.0000000000000018,0.5926196243389541,0.6110928809084578,1.8473256569503715,161,17,25,0.10559006211180125,0.15527950310559005,0.5872136494469966,0.6028339913720411,1.5620341925044468,4.007663475464469,-2.160337818514097,0.5,well_estimated,25,2,7.050000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,85,104,0.6,0.6033333333333334,0.33333333333334103,0.6078522202061813,0.6117689975060423,0.3916777299860952,161,21,25,0.13043478260869565,0.15527950310559005,0.5994551591143545,0.6029475729736102,0.3492413859255694,4.0942059083087905,-3.7025281783226953,0.75,well_estimated,25,2,7.050000000000001 -300,24,24,24,0.08,0.08,107,107,0.62,0.62,0.0,0.6121453253751045,0.6121453253751045,0.0,161,25,25,0.15527950310559005,0.15527950310559005,0.6029118443059409,0.6029118443059409,0.0,4.136665417961942,-4.136665417961942,1.0,well_estimated,25,2,7.050000000000001 -300,0,0,0,0.0,0.0,0,85,0.5366666666666666,0.6266666666666667,9.000000000000007,0.5353072829518645,0.6123439015781568,7.70366186262923,161,0,18,0.0,0.11180124223602485,0.530996646692864,0.6057599095268719,7.476326283400791,4.417933344261113,3.285728518368117,0.0,well_estimated,25,3,7.050000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,31,88,0.5633333333333334,0.6266666666666667,6.333333333333336,0.5793991383592841,0.6147547510179745,3.535561265869036,161,9,21,0.055900621118012424,0.13043478260869565,0.5742374081183115,0.6084941621992844,3.425675408097295,4.484637269321581,-0.9490760034525452,0.25,well_estimated,25,3,7.050000000000001 -300,8,8,8,0.02666666666666667,0.02666666666666667,48,90,0.59,0.6333333333333333,4.333333333333334,0.6004096031697446,0.6155544711800115,1.5144868010266932,161,13,21,0.08074534161490683,0.13043478260869565,0.5936442400840314,0.60882889044907,1.5184650365038577,4.530143340704802,-3.0156565396781088,0.5,well_estimated,25,3,7.050000000000001 -300,14,14,14,0.04666666666666667,0.04666666666666667,73,91,0.6266666666666667,0.63,0.33333333333332993,0.6134661688548285,0.616541224476811,0.3075055621982514,161,17,22,0.10559006211180125,0.13664596273291926,0.6066974372648789,0.6087388602438885,0.2041422979009555,4.552017663240767,-4.244512101042516,0.75,well_estimated,25,3,7.050000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,95,95,0.6266666666666667,0.6266666666666667,0.0,0.616894618536489,0.616894618536489,0.0,161,24,24,0.14906832298136646,0.14906832298136646,0.6087515479596641,0.6087515479596641,0.0,4.563436680287328,-4.563436680287328,1.0,well_estimated,25,3,7.050000000000001 -300,0,0,0,0.0,0.0,0,79,0.5466666666666666,0.6033333333333334,5.666666666666675,0.5424585312838118,0.6091008177466227,6.66422864628109,164,0,19,0.0,0.11585365853658537,0.5381579416330456,0.6064764602177103,6.8318518584664645,5.002282791044628,1.6619458552364614,0.0,well_estimated,26,0,8.850000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,23,83,0.5833333333333334,0.6233333333333333,3.9999999999999925,0.5704007272716798,0.6159581453051186,4.555741803343882,164,2,17,0.012195121951219513,0.10365853658536585,0.5663327377775771,0.6135832030235817,4.7250465246004625,5.100846827430172,-0.5451050240862898,0.25,well_estimated,26,0,8.850000000000001 -300,17,17,17,0.056666666666666664,0.056666666666666664,53,90,0.6033333333333334,0.6433333333333333,3.9999999999999925,0.6046542443355889,0.6199893483703285,1.5335104034739588,164,10,18,0.06097560975609756,0.10975609756097561,0.5996512589631955,0.6170968684929851,1.7445609529789574,5.184394905651887,-3.650884502177928,0.5,well_estimated,26,0,8.850000000000001 -300,26,26,26,0.08666666666666667,0.08666666666666667,78,94,0.63,0.66,3.0000000000000027,0.6186465099436177,0.6211382020041615,0.2491692060543782,164,15,18,0.09146341463414634,0.10975609756097561,0.6169785937521126,0.6193392847947267,0.23606910426140493,5.149934639930452,-4.9007654338760736,0.75,well_estimated,26,0,8.850000000000001 -300,33,33,33,0.11,0.11,93,93,0.6433333333333333,0.6433333333333333,0.0,0.6214608653169266,0.6214608653169266,0.0,164,19,19,0.11585365853658537,0.11585365853658537,0.619830349667871,0.619830349667871,0.0,5.227650396797986,-5.227650396797986,1.0,well_estimated,26,0,8.850000000000001 -300,0,0,0,0.0,0.0,0,92,0.47333333333333333,0.6066666666666667,13.333333333333336,0.5216687037385751,0.6056048607263459,8.39361569877708,142,0,15,0.0,0.1056338028169014,0.5200146889635895,0.6072120603095721,8.71973713459826,5.241201231163159,3.1524144676139203,0.0,well_estimated,26,1,8.850000000000001 -300,6,6,6,0.02,0.02,27,93,0.54,0.6266666666666667,8.666666666666668,0.5662107244305288,0.6076697691563746,4.145904472584583,142,1,13,0.007042253521126761,0.09154929577464789,0.5662048425997569,0.6087053426956265,4.250050009586959,5.384581713133265,-1.2386772405486823,0.25,well_estimated,26,1,8.850000000000001 -300,15,15,15,0.05,0.05,60,95,0.5933333333333334,0.6333333333333333,3.9999999999999925,0.5985029542083392,0.6087955435677297,1.029258935939048,142,7,13,0.04929577464788732,0.09154929577464789,0.5978312585277575,0.6083893440012151,1.0558085473457601,5.494787959439326,-4.465529023500277,0.5,well_estimated,26,1,8.850000000000001 -300,16,16,16,0.05333333333333334,0.05333333333333334,78,96,0.6266666666666667,0.6366666666666667,1.0000000000000009,0.6065393180609504,0.608820090612323,0.22807725513726007,142,8,13,0.056338028169014086,0.09154929577464789,0.6058643092764555,0.6084870361277107,0.2622726851255197,5.489188746350384,-5.261111491213123,0.75,well_estimated,26,1,8.850000000000001 -300,20,20,20,0.06666666666666667,0.06666666666666667,96,96,0.63,0.63,0.0,0.6088391614235374,0.6088391614235374,0.0,142,14,14,0.09859154929577464,0.09859154929577464,0.6080667173630339,0.6080667173630339,0.0,5.483885836697917,-5.483885836697917,1.0,well_estimated,26,1,8.850000000000001 -300,0,0,0,0.0,0.0,0,95,0.5,0.6033333333333334,10.33333333333334,0.4987031700064,0.5830024031594266,8.429923315302663,150,0,19,0.0,0.12666666666666668,0.494610742543108,0.5803071358448669,8.569639330175892,5.071114045103377,3.358809270199286,0.0,well_estimated,26,2,8.850000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,33,99,0.5266666666666666,0.62,9.333333333333337,0.5391325478472062,0.5849615881931753,4.582904034596913,150,8,19,0.05333333333333334,0.12666666666666668,0.5375851194923776,0.5826068558015834,4.502173630920581,5.163595911357827,-0.5806918767609144,0.25,well_estimated,26,2,8.850000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,68,99,0.5733333333333334,0.62,4.666666666666663,0.5714308134987915,0.5849615881931753,1.3530774694383796,150,13,19,0.08666666666666667,0.12666666666666668,0.568540868811285,0.5826068558015834,1.4065986990298485,5.238018539112708,-3.884941069674328,0.5,well_estimated,26,2,8.850000000000001 -300,11,11,11,0.03666666666666667,0.03666666666666667,86,102,0.61,0.62,1.0000000000000009,0.5839758379069333,0.5863438249595239,0.23679870525905589,150,15,19,0.1,0.12666666666666668,0.5815569206739933,0.5837351216361994,0.21782009622061116,5.272904233969857,-5.036105528710801,0.75,well_estimated,26,2,8.850000000000001 -300,17,17,17,0.056666666666666664,0.056666666666666664,104,104,0.6233333333333333,0.6233333333333333,0.0,0.5868914721339625,0.5868914721339625,0.0,150,19,19,0.12666666666666668,0.12666666666666668,0.5840014013620068,0.5840014013620068,0.0,5.234592852648833,-5.234592852648833,1.0,well_estimated,26,2,8.850000000000001 -300,0,0,0,0.0,0.0,0,68,0.5366666666666666,0.65,11.33333333333334,0.5434815248747363,0.6017779363678827,5.829641149314635,161,0,8,0.0,0.049689440993788817,0.5384425611189089,0.5998459341205798,6.140337300167098,5.113433805138501,0.7162073441761336,0.0,well_estimated,26,3,8.850000000000001 -300,6,6,6,0.02,0.02,23,71,0.5733333333333334,0.6566666666666666,8.333333333333325,0.5732070376882668,0.608206049619254,3.49990119309872,161,4,9,0.024844720496894408,0.055900621118012424,0.5687978456935491,0.6059905706115972,3.719272491804815,5.216684057334904,-1.7167828642361838,0.25,well_estimated,26,3,8.850000000000001 -300,18,18,18,0.06,0.06,53,79,0.63,0.6466666666666666,1.6666666666666607,0.6035080796160162,0.6150557005262288,1.1547620910212664,161,6,12,0.037267080745341616,0.07453416149068323,0.6003729449848064,0.6139238211800343,1.355087619522788,5.368913753816181,-4.214151662794915,0.5,well_estimated,26,3,8.850000000000001 -300,27,27,27,0.09,0.09,75,82,0.6533333333333333,0.6366666666666667,-1.6666666666666607,0.6156914688411198,0.6173687924998882,0.16773236587683815,161,10,15,0.062111801242236024,0.09316770186335403,0.6147212917496458,0.6163167253895188,0.1595433639872912,5.40203176437905,-5.234299398502212,0.75,well_estimated,26,3,8.850000000000001 -300,33,33,33,0.11,0.11,88,88,0.6433333333333333,0.6433333333333333,0.0,0.6177998398266658,0.6177998398266658,0.0,161,16,16,0.09937888198757763,0.09937888198757763,0.6170454715616355,0.6170454715616355,0.0,5.402757174032695,-5.402757174032695,1.0,well_estimated,26,3,8.850000000000001 -300,0,0,0,0.0,0.0,0,96,0.5166666666666667,0.6,8.333333333333325,0.49930558128480534,0.5831749287445377,8.386934745973235,155,0,21,0.0,0.13548387096774195,0.4998587031400486,0.5824738759990906,8.261517285904201,5.24381092228942,3.1431238236838155,0.0,well_estimated,27,0,8.05 -300,11,11,11,0.03666666666666667,0.03666666666666667,31,102,0.55,0.6266666666666667,7.666666666666666,0.5383878168074268,0.5879227902304393,4.953497342301249,155,4,19,0.025806451612903226,0.12258064516129032,0.5387948158418517,0.5876313724687642,4.883655662691244,5.372083625832819,-0.4185862835315701,0.25,well_estimated,27,0,8.05 -300,19,19,19,0.06333333333333334,0.06333333333333334,65,100,0.5966666666666667,0.6266666666666667,3.0000000000000027,0.574697479811309,0.5892956820892798,1.4598202277970818,155,9,18,0.05806451612903226,0.11612903225806452,0.5761445933280123,0.5894446827040493,1.3300089376036994,5.438679770783504,-3.9788595429864224,0.5,well_estimated,27,0,8.05 -300,22,22,22,0.07333333333333333,0.07333333333333333,88,101,0.62,0.63,1.0000000000000009,0.5873275582235029,0.5893587581971885,0.20311999736856157,155,15,18,0.0967741935483871,0.11612903225806452,0.5880609541875643,0.589970260127692,0.19093059401277257,5.47252979706621,-5.269409799697648,0.75,well_estimated,27,0,8.05 -300,22,22,22,0.07333333333333333,0.07333333333333333,101,101,0.63,0.63,0.0,0.5893587581971885,0.5893587581971885,0.0,155,18,18,0.11612903225806452,0.11612903225806452,0.589970260127692,0.589970260127692,0.0,5.531609984468364,-5.531609984468364,1.0,well_estimated,27,0,8.05 -300,0,0,0,0.0,0.0,0,89,0.5333333333333333,0.62,8.666666666666668,0.5268164018871959,0.5997975001597599,7.298109827256393,160,0,20,0.0,0.125,0.5301995957398986,0.6010106691307632,7.081107339086456,4.91339804859585,2.3847117786605434,0.0,well_estimated,27,1,8.05 -300,7,7,7,0.023333333333333334,0.023333333333333334,31,90,0.57,0.6233333333333333,5.333333333333334,0.5647728565316082,0.6029657321831068,3.8192875651498537,160,7,21,0.04375,0.13125,0.568305169344397,0.6042312650962277,3.59260957518307,4.920031337559984,-1.1007437724101305,0.25,well_estimated,27,1,8.05 -300,13,13,13,0.043333333333333335,0.043333333333333335,55,92,0.6033333333333334,0.6233333333333333,1.9999999999999907,0.587851913500176,0.6044249764172419,1.657306291706595,160,11,21,0.06875,0.13125,0.5910988640173546,0.6052635366974698,1.4164672680115231,4.970335697721865,-3.3130294060152696,0.5,well_estimated,27,1,8.05 -300,16,16,16,0.05333333333333334,0.05333333333333334,79,93,0.6233333333333333,0.62,-0.33333333333332993,0.6020929270073412,0.604671429426797,0.2578502419455786,160,17,22,0.10625,0.1375,0.60482506641669,0.6053932562818383,0.05681898651482831,4.98526471474368,-4.727414472798102,0.75,well_estimated,27,1,8.05 -300,22,22,22,0.07333333333333333,0.07333333333333333,95,95,0.6166666666666667,0.6166666666666667,0.0,0.6048622629390269,0.6048622629390269,0.0,160,23,23,0.14375,0.14375,0.6060707043321452,0.6060707043321452,0.0,4.983900539365056,-4.983900539365056,1.0,well_estimated,27,1,8.05 -300,0,0,0,0.0,0.0,0,77,0.5633333333333334,0.66,9.666666666666668,0.5508775260495467,0.6300412363954276,7.916371034588099,169,0,13,0.0,0.07692307692307693,0.550365453167808,0.6270902912637443,7.672483809593622,4.643603606238555,3.2727674283495443,0.0,well_estimated,27,2,8.05 -300,3,3,3,0.01,0.01,26,77,0.62,0.66,4.0000000000000036,0.5914499109916627,0.6317464155800685,4.0296504588405835,169,3,13,0.01775147928994083,0.07692307692307693,0.5897855648961672,0.6286258478598276,3.8840282963660377,4.675742517092751,-0.6460920582521679,0.25,well_estimated,27,2,8.05 -300,9,9,9,0.03,0.03,53,81,0.65,0.67,2.0000000000000018,0.6218880173118443,0.6339893803729114,1.2101363061067127,169,7,13,0.04142011834319527,0.07692307692307693,0.6186781232910656,0.6310591976446056,1.2381074353539967,4.755222382527194,-3.545086076420481,0.5,well_estimated,27,2,8.05 -300,21,21,21,0.07,0.07,71,81,0.6733333333333333,0.67,-0.33333333333332993,0.6347429607324758,0.6368411583137491,0.20981975812732756,169,8,11,0.047337278106508875,0.0650887573964497,0.6323791382043816,0.6340446196041425,0.16654813997608597,4.797667470421111,-4.587847712293783,0.75,well_estimated,27,2,8.05 -300,23,23,23,0.07666666666666666,0.07666666666666666,79,79,0.6666666666666666,0.6666666666666666,0.0,0.6368665579183321,0.6368665579183321,0.0,169,11,11,0.0650887573964497,0.0650887573964497,0.6337614225297252,0.6337614225297252,0.0,4.774460349956077,-4.774460349956077,1.0,well_estimated,27,2,8.05 -300,0,0,0,0.0,0.0,0,78,0.5466666666666666,0.5866666666666667,4.0000000000000036,0.5529515149820756,0.617732654114963,6.478113913288741,164,0,20,0.0,0.12195121951219512,0.5557134498420837,0.615412710968185,5.969926112610125,4.888516617738768,1.5895972955499733,0.0,well_estimated,27,3,8.05 -300,8,8,8,0.02666666666666667,0.02666666666666667,22,78,0.5733333333333334,0.6,2.6666666666666616,0.5867944199672714,0.6232208437454494,3.642642377817795,164,4,19,0.024390243902439025,0.11585365853658537,0.5893516662383453,0.6223857849035991,3.303411866525374,4.92505432736587,-1.2824119495480746,0.25,well_estimated,27,3,8.05 -300,10,10,10,0.03333333333333333,0.03333333333333333,50,77,0.5933333333333334,0.6,0.6666666666666599,0.6122949757936137,0.624253463953653,1.1958488160039304,164,12,19,0.07317073170731707,0.11585365853658537,0.6123832242911011,0.6231451391250218,1.0761914833920638,4.961527560378732,-3.7656787443748017,0.5,well_estimated,27,3,8.05 -300,18,18,18,0.06,0.06,70,78,0.6133333333333333,0.6033333333333334,-0.9999999999999898,0.6243450315963431,0.6260037631974865,0.16587316011433817,164,17,20,0.10365853658536585,0.12195121951219512,0.6236823974618539,0.6247835371342547,0.11011396724007749,4.9682671670708505,-4.802394006956512,0.75,well_estimated,27,3,8.05 -300,22,22,22,0.07333333333333333,0.07333333333333333,80,80,0.6066666666666667,0.6066666666666667,0.0,0.6262039821815886,0.6262039821815886,0.0,164,20,20,0.12195121951219512,0.12195121951219512,0.6256058801076008,0.6256058801076008,0.0,4.958310574639442,-4.958310574639442,1.0,well_estimated,27,3,8.05 -300,0,0,0,0.0,0.0,0,95,0.5433333333333333,0.6433333333333333,9.999999999999998,0.5229026404748559,0.6181677565463664,9.526511607151045,163,0,20,0.0,0.12269938650306748,0.5236473570851482,0.6136302042449024,8.998284715975425,4.462655836651699,5.063855770499346,0.0,well_estimated,28,0,6.999999999999995 -300,3,3,3,0.01,0.01,37,95,0.5866666666666667,0.64,5.333333333333334,0.5808596929294458,0.6200745400816754,3.921484715222956,163,8,20,0.049079754601226995,0.12269938650306748,0.5797723923139155,0.6157008180138978,3.5928425699982225,4.630151285986426,-0.7086665707634703,0.25,well_estimated,28,0,6.999999999999995 -300,4,4,4,0.013333333333333334,0.013333333333333334,63,94,0.6166666666666667,0.64,2.3333333333333317,0.6074553416355162,0.6203981559553622,1.2942814319846008,163,13,20,0.07975460122699386,0.12269938650306748,0.6042748903680046,0.6164340966088298,1.2159206240825116,4.675900638835,-3.3816192068503996,0.5,well_estimated,28,0,6.999999999999995 -300,10,10,10,0.03333333333333333,0.03333333333333333,83,97,0.6333333333333333,0.6366666666666667,0.33333333333334103,0.6181265233427695,0.6208817409134915,0.2755217570721946,163,18,21,0.11042944785276074,0.12883435582822086,0.6143343176910767,0.6164511836520804,0.21168659610036888,4.699418587776121,-4.423896830703926,0.75,well_estimated,28,0,6.999999999999995 -300,13,13,13,0.043333333333333335,0.043333333333333335,99,99,0.64,0.64,0.0,0.6209794099132144,0.6209794099132144,0.0,163,21,21,0.12883435582822086,0.12883435582822086,0.616060047658332,0.616060047658332,0.0,4.702572556261683,-4.702572556261683,1.0,well_estimated,28,0,6.999999999999995 -300,0,0,0,0.0,0.0,0,105,0.5233333333333333,0.6066666666666667,8.333333333333337,0.5064009294189634,0.6110803542863276,10.467942486736415,157,0,26,0.0,0.16560509554140126,0.511250234723071,0.6060999666938662,9.484973197079526,4.776980777249951,5.690961709486465,0.0,well_estimated,28,1,6.999999999999995 -300,6,6,6,0.02,0.02,37,103,0.57,0.5966666666666667,2.6666666666666727,0.5624195943509057,0.6138336041319526,5.141400978104693,157,6,25,0.03821656050955414,0.1592356687898089,0.5648129020313754,0.6099102423479272,4.509734031655189,4.858193948829811,0.28320702927488206,0.25,well_estimated,28,1,6.999999999999995 -300,6,6,6,0.02,0.02,65,103,0.6,0.5966666666666667,-0.33333333333332993,0.5948508971738136,0.6138336041319526,1.8982706958139084,157,12,25,0.07643312101910828,0.1592356687898089,0.5962038475685779,0.6099102423479272,1.3706394779349318,5.0101095838108805,-3.111838887996972,0.5,well_estimated,28,1,6.999999999999995 -300,14,14,14,0.04666666666666667,0.04666666666666667,95,104,0.6,0.6033333333333334,0.33333333333334103,0.6129934090564102,0.6148788024371082,0.18853933806980416,157,22,25,0.14012738853503184,0.1592356687898089,0.6116441456385064,0.6109524642185772,-0.06916814199292576,5.090594931119882,-4.902055593050077,0.75,well_estimated,28,1,6.999999999999995 -300,15,15,15,0.05,0.05,105,105,0.6,0.6,0.0,0.6148919458450067,0.6148919458450067,0.0,157,26,26,0.16560509554140126,0.16560509554140126,0.6114601991823887,0.6114601991823887,0.0,5.1416426978176055,-5.1416426978176055,1.0,well_estimated,28,1,6.999999999999995 -300,0,0,0,0.0,0.0,0,85,0.5166666666666667,0.6033333333333334,8.666666666666668,0.5180136270337197,0.602719355081727,8.470572804800735,155,0,18,0.0,0.11612903225806452,0.5223927495119312,0.5996125420617913,7.721979254986011,4.966036593121284,3.5045362116794507,0.0,well_estimated,28,2,6.999999999999995 -300,12,12,12,0.04,0.04,28,93,0.5333333333333333,0.58,4.666666666666663,0.5564136845245988,0.6090294837038452,5.261579917924641,155,7,24,0.04516129032258064,0.15483870967741936,0.5594290499743124,0.6045577446955133,4.512869472120085,5.012694226418833,0.24888569150580864,0.25,well_estimated,28,2,6.999999999999995 -300,19,19,19,0.06333333333333334,0.06333333333333334,67,93,0.6,0.59,-1.0000000000000009,0.6007139985800614,0.6107926218999026,1.0078623319841218,155,13,23,0.08387096774193549,0.14838709677419354,0.6007140800757597,0.6059351691247813,0.5221089049021632,5.1538584620444565,-4.145996130060334,0.5,well_estimated,28,2,6.999999999999995 -300,19,19,19,0.06333333333333334,0.06333333333333334,83,93,0.6033333333333334,0.59,-1.333333333333342,0.6092063260174192,0.6107926218999026,0.15862958824833795,155,18,23,0.11612903225806452,0.14838709677419354,0.6064094160975175,0.6059351691247813,-0.04742469727362364,5.209380272355648,-5.05075068410731,0.75,well_estimated,28,2,6.999999999999995 -300,26,26,26,0.08666666666666667,0.08666666666666667,96,96,0.59,0.59,0.0,0.6112105261646136,0.6112105261646136,0.0,155,25,25,0.16129032258064516,0.16129032258064516,0.6068665599299851,0.6068665599299851,0.0,5.219299612873792,-5.219299612873792,1.0,well_estimated,28,2,6.999999999999995 -300,0,0,0,0.0,0.0,0,97,0.49333333333333335,0.5366666666666666,4.333333333333328,0.5176547438920965,0.5969459601250897,7.929121623299318,148,0,28,0.0,0.1891891891891892,0.5203191504222598,0.5899717617967949,6.9652611374535045,4.538147631919562,3.390973991379756,0.0,well_estimated,28,3,6.999999999999995 -300,11,11,11,0.03666666666666667,0.03666666666666667,31,103,0.52,0.5366666666666666,1.6666666666666607,0.561899149949064,0.6036979343936696,4.179878444460561,148,8,29,0.05405405405405406,0.19594594594594594,0.5628890777866918,0.5976692271930273,3.4780149406335448,4.725855174576627,-0.5459767301160658,0.25,well_estimated,28,3,6.999999999999995 -300,10,10,10,0.03333333333333333,0.03333333333333333,58,103,0.53,0.5333333333333333,0.33333333333332993,0.5862142302010074,0.60340131041701,1.718708021600257,148,14,30,0.0945945945945946,0.20270270270270271,0.5856981861846724,0.5972260691851803,1.1527883000507888,4.887406445579345,-3.1686984239790883,0.5,well_estimated,28,3,6.999999999999995 -300,17,17,17,0.056666666666666664,0.056666666666666664,88,105,0.5333333333333333,0.5433333333333333,1.0000000000000009,0.6026845675686355,0.6047073734781193,0.20228059094837825,148,25,29,0.16891891891891891,0.19594594594594594,0.5995117610778767,0.5989769631079657,-0.053479796991107165,4.971497685751629,-4.769217094803251,0.75,well_estimated,28,3,6.999999999999995 -300,20,20,20,0.06666666666666667,0.06666666666666667,103,103,0.54,0.54,0.0,0.604754980097695,0.604754980097695,0.0,148,29,29,0.19594594594594594,0.19594594594594594,0.5992433646397838,0.5992433646397838,0.0,5.024133483089402,-5.024133483089402,1.0,well_estimated,28,3,6.999999999999995 -300,0,0,0,0.0,0.0,0,72,0.57,0.6133333333333333,4.333333333333334,0.5483064450060938,0.6071162822777376,5.880983727164379,171,0,17,0.0,0.09941520467836257,0.5501289657684442,0.6044082701897657,5.427930442132157,4.4515537680582975,1.4294299591060815,0.0,well_estimated,29,0,7.750000000000002 -300,11,11,11,0.03666666666666667,0.03666666666666667,19,78,0.5666666666666667,0.6266666666666667,6.000000000000005,0.5713712067996973,0.6144374121982662,4.306620539856887,171,7,18,0.04093567251461988,0.10526315789473684,0.5727903381483731,0.612732462144762,3.9942123996388856,4.520200081855674,-0.21357954199878737,0.25,well_estimated,29,0,7.750000000000002 -300,12,12,12,0.04,0.04,45,78,0.6,0.63,3.0000000000000027,0.6018970166798361,0.6148450557197297,1.294803903989361,171,11,17,0.06432748538011696,0.09941520467836257,0.6019665392311431,0.612909766566752,1.094322733560893,4.575267404464672,-3.2804635004753107,0.5,well_estimated,29,0,7.750000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,65,81,0.62,0.64,2.0000000000000018,0.6132889480310451,0.6165647353740095,0.3275787342964409,171,14,17,0.08187134502923976,0.09941520467836257,0.6123864051349922,0.6157111979754116,0.33247928404194216,4.588712135852693,-4.261133401556252,0.75,well_estimated,29,0,7.750000000000002 -300,28,28,28,0.09333333333333334,0.09333333333333334,89,89,0.6266666666666667,0.6266666666666667,0.0,0.6173803165501458,0.6173803165501458,0.0,171,22,22,0.1286549707602339,0.1286549707602339,0.6169212756582879,0.6169212756582879,0.0,4.696136120564383,-4.696136120564383,1.0,well_estimated,29,0,7.750000000000002 -300,0,0,0,0.0,0.0,0,89,0.55,0.63,7.9999999999999964,0.5341552802344506,0.6133117225198569,7.91564422854063,165,0,20,0.0,0.12121212121212122,0.5354138438515658,0.6126441921010798,7.7230348249514025,3.9727409413327393,3.942903287207891,0.0,well_estimated,29,1,7.750000000000002 -300,13,13,11,0.043333333333333335,0.03666666666666667,34,87,0.5966666666666667,0.6333333333333333,3.6666666666666625,0.5781091798462241,0.6158829726331615,3.7773792786937377,165,5,18,0.030303030303030304,0.10909090909090909,0.5785310444658848,0.6154417659437063,3.6910721477821484,4.108829761950697,-0.3314504832569596,0.25,well_estimated,29,1,7.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,58,87,0.6266666666666667,0.63,0.33333333333332993,0.6027083646174752,0.6157010394941748,1.2992674876699528,165,8,18,0.048484848484848485,0.10909090909090909,0.6035869753833804,0.6152853306013198,1.1698355217939493,4.1879846754120775,-2.8887171877421247,0.5,well_estimated,29,1,7.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,74,87,0.6333333333333333,0.63,-0.33333333333332993,0.6129002412956126,0.6157010394941748,0.280079819856216,165,14,18,0.08484848484848485,0.10909090909090909,0.6121012998289588,0.6152853306013198,0.31840307723610684,4.2748506213102,-3.9947708014539844,0.75,well_estimated,29,1,7.750000000000002 -300,11,11,11,0.03666666666666667,0.03666666666666667,87,87,0.6333333333333333,0.6333333333333333,0.0,0.6158829726331615,0.6158829726331615,0.0,165,18,18,0.10909090909090909,0.10909090909090909,0.6154417659437063,0.6154417659437063,0.0,4.299641423750587,-4.299641423750587,1.0,well_estimated,29,1,7.750000000000002 -300,0,0,0,0.0,0.0,0,87,0.5266666666666666,0.5733333333333334,4.666666666666675,0.5095193873523617,0.5782370299915195,6.8717642639157805,158,0,24,0.0,0.1518987341772152,0.5083329689696078,0.5759702549299994,6.763728596039165,3.990038488171805,2.8817257757439756,0.0,well_estimated,29,2,7.750000000000002 -300,9,9,9,0.03,0.03,31,89,0.5666666666666667,0.5866666666666667,2.0000000000000018,0.5467623126852968,0.5827104246117586,3.5948111926461745,158,4,23,0.02531645569620253,0.14556962025316456,0.5470541461046315,0.580740952466154,3.3686806361522437,4.095130113770897,-0.5003189211247223,0.25,well_estimated,29,2,7.750000000000002 -300,18,18,18,0.06,0.06,55,92,0.5833333333333334,0.59,0.6666666666666599,0.5750733112720267,0.5852709075888716,1.0197596316844915,158,11,25,0.06962025316455696,0.15822784810126583,0.5752576046637607,0.5839709336977323,0.8713329033971595,4.0495649015325705,-3.029805269848079,0.5,well_estimated,29,2,7.750000000000002 -300,23,23,23,0.07666666666666666,0.07666666666666666,71,96,0.59,0.5933333333333334,0.33333333333334103,0.5827690802334248,0.5858325001025049,0.30634198690800973,158,16,26,0.10126582278481013,0.16455696202531644,0.5820350296953105,0.5841022713183706,0.20672416230600454,4.117257719623158,-3.810915732715148,0.75,well_estimated,29,2,7.750000000000002 -300,32,32,32,0.10666666666666667,0.10666666666666667,101,101,0.6033333333333334,0.6033333333333334,0.0,0.5860145205605708,0.5860145205605708,0.0,158,26,26,0.16455696202531644,0.16455696202531644,0.5847806194715174,0.5847806194715174,0.0,4.176167012498463,-4.176167012498463,1.0,well_estimated,29,2,7.750000000000002 -300,0,0,0,0.0,0.0,0,91,0.5433333333333333,0.6433333333333333,9.999999999999998,0.52033711141866,0.6124418604338916,9.210474901523158,163,0,19,0.0,0.1165644171779141,0.5200314175919216,0.6099003801939676,8.986896260204603,4.095227121606928,5.11524777991623,0.0,well_estimated,29,3,7.750000000000002 -300,5,5,5,0.016666666666666666,0.016666666666666666,35,92,0.6033333333333334,0.6533333333333333,4.999999999999993,0.5732982157781089,0.6146368606185013,4.13386448403924,163,4,19,0.024539877300613498,0.1165644171779141,0.571565553908697,0.6119994660416608,4.043391213296377,4.284787290573572,-0.1509228065343322,0.25,well_estimated,29,3,7.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,61,91,0.6433333333333333,0.65,0.666666666666671,0.6025371665330145,0.6154949328240976,1.295776629108314,163,8,19,0.049079754601226995,0.1165644171779141,0.6007281127496527,0.6134954832457719,1.2767370496119201,4.409632297887391,-3.1138556687790775,0.5,well_estimated,29,3,7.750000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,82,96,0.6533333333333333,0.6466666666666666,-0.666666666666671,0.614375988678923,0.6165333734156234,0.21573847367004628,163,15,21,0.09202453987730061,0.12883435582822086,0.6126972810439055,0.614662316128236,0.19650350843304354,4.44673977903192,-4.231001305361874,0.75,well_estimated,29,3,7.750000000000002 -300,18,18,18,0.06,0.06,98,98,0.6533333333333333,0.6533333333333333,0.0,0.6166736426277705,0.6166736426277705,0.0,163,21,21,0.12883435582822086,0.12883435582822086,0.6144556146895184,0.6144556146895184,0.0,4.409096049781228,-4.409096049781228,1.0,well_estimated,29,3,7.750000000000002 -300,0,0,0,0.0,0.0,0,90,0.5066666666666667,0.56,5.333333333333334,0.5294611300664501,0.6064168960271864,7.695576596073628,152,0,24,0.0,0.15789473684210525,0.5197034930145911,0.5980720448188533,7.836855180426228,4.04977044527008,3.6458061508035478,0.0,well_estimated,30,0,8.950000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,29,87,0.5266666666666666,0.5566666666666666,3.0000000000000027,0.5637652869077787,0.609656896540248,4.58916096324693,152,7,23,0.046052631578947366,0.1513157894736842,0.5532630691484538,0.600750775059659,4.748770591120522,4.242410239613855,0.34675072363307446,0.25,well_estimated,30,0,8.950000000000003 -300,12,12,12,0.04,0.04,58,90,0.5433333333333333,0.56,1.6666666666666718,0.596134284579411,0.6101648704735353,1.4030585894124314,152,16,23,0.10526315789473684,0.1513157894736842,0.5851133826360788,0.6013556810029229,1.62422983668441,4.301515917117025,-2.8984573277045937,0.5,well_estimated,30,0,8.950000000000003 -300,10,10,10,0.03333333333333333,0.03333333333333333,78,89,0.5633333333333334,0.5566666666666666,-0.666666666666671,0.6082155959995896,0.6099831598259987,0.17675638264090798,152,20,23,0.13157894736842105,0.1513157894736842,0.5979468337789794,0.6011680872329977,0.3221253454018358,4.355740158208747,-4.17898377556784,0.75,well_estimated,30,0,8.950000000000003 -300,17,17,17,0.056666666666666664,0.056666666666666664,88,88,0.5666666666666667,0.5666666666666667,0.0,0.6103753656680517,0.6103753656680517,0.0,152,22,22,0.14473684210526316,0.14473684210526316,0.6009747001528711,0.6009747001528711,0.0,4.401785249242705,-4.401785249242705,1.0,well_estimated,30,0,8.950000000000003 -300,0,0,0,0.0,0.0,0,93,0.5433333333333333,0.58,3.6666666666666625,0.5229642654423192,0.6036113641769265,8.064709873460728,163,0,30,0.0,0.18404907975460122,0.514197446625904,0.5957583041563942,8.156085753049014,4.027765562004936,4.036944311455792,0.0,well_estimated,30,1,8.950000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,27,96,0.5766666666666667,0.5833333333333334,0.666666666666671,0.5622849157448871,0.6073820368009416,4.509712105605446,163,6,30,0.03680981595092025,0.18404907975460122,0.5545511460281005,0.6005746690288004,4.60235230006999,4.113754726491712,0.3959573791137334,0.25,well_estimated,30,1,8.950000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,56,97,0.5833333333333334,0.6,1.6666666666666607,0.5926988876814767,0.6104880864365214,1.77891987550447,163,15,29,0.09202453987730061,0.17791411042944785,0.5857924235773042,0.6044590322200547,1.8666608642750493,4.246408037662735,-2.467488162158265,0.5,well_estimated,30,1,8.950000000000003 -300,20,20,20,0.06666666666666667,0.06666666666666667,79,97,0.5966666666666667,0.5966666666666667,0.0,0.6087263425353215,0.6113816923224943,0.2655349787172745,163,21,29,0.12883435582822086,0.17791411042944785,0.602715467460989,0.6058145986777215,0.30991312167324425,4.305605622846265,-4.04007064412899,0.75,well_estimated,30,1,8.950000000000003 -300,28,28,28,0.09333333333333334,0.09333333333333334,98,98,0.6066666666666667,0.6066666666666667,0.0,0.6119775755282504,0.6119775755282504,0.0,163,27,27,0.1656441717791411,0.1656441717791411,0.6074131428338226,0.6074131428338226,0.0,4.300899107724305,-4.300899107724305,1.0,well_estimated,30,1,8.950000000000003 -300,0,0,0,0.0,0.0,0,85,0.5133333333333333,0.5866666666666667,7.333333333333336,0.5195490719101845,0.5918284391863863,7.227936727620177,154,0,19,0.0,0.12337662337662338,0.5110227690332321,0.585770088713231,7.474731967999892,3.94743005402337,3.280506673596807,0.0,well_estimated,30,2,8.950000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,24,87,0.5266666666666666,0.5733333333333334,4.666666666666675,0.5523986471803973,0.5956568352921819,4.325818811178461,154,7,22,0.045454545454545456,0.14285714285714285,0.5443574430131756,0.5898905940286867,4.553315101551114,4.002681645132304,0.3231371660461573,0.25,well_estimated,30,2,8.950000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,58,87,0.5666666666666667,0.58,1.3333333333333308,0.5873103462193757,0.5978537044379556,1.054335821857988,154,14,21,0.09090909090909091,0.13636363636363635,0.580241825950035,0.591938510204647,1.169668425461201,4.12727335500843,-3.0729375331504425,0.5,well_estimated,30,2,8.950000000000003 -300,22,22,22,0.07333333333333333,0.07333333333333333,76,94,0.58,0.59,1.0000000000000009,0.5975809333573636,0.6000028214524646,0.24218880951010213,154,18,22,0.11688311688311688,0.14285714285714285,0.5912967480164649,0.5948523829966694,0.3555634980204503,4.197486663949925,-3.9552978544398227,0.75,well_estimated,30,2,8.950000000000003 -300,35,35,35,0.11666666666666667,0.11666666666666667,93,93,0.5933333333333334,0.5933333333333334,0.0,0.6012183739654852,0.6012183739654852,0.0,154,21,21,0.13636363636363635,0.13636363636363635,0.597238355058515,0.597238355058515,0.0,4.2878606690077525,-4.2878606690077525,1.0,well_estimated,30,2,8.950000000000003 -300,0,0,0,0.0,0.0,0,80,0.49333333333333335,0.5766666666666667,8.333333333333332,0.5246085959297623,0.5971682800565207,7.2559684126758395,148,0,17,0.0,0.11486486486486487,0.5118703443648559,0.5864434619897282,7.457311762487229,4.4882505445589125,2.767717868116927,0.0,well_estimated,30,3,8.950000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,26,80,0.5233333333333333,0.5733333333333334,5.000000000000004,0.5629671799026712,0.6007415066532741,3.7774326750602882,148,5,16,0.033783783783783786,0.10810810810810811,0.5494974792402962,0.5899480935349711,4.04506142946749,4.596992591128039,-0.8195599160677509,0.25,well_estimated,30,3,8.950000000000003 -300,13,13,13,0.043333333333333335,0.043333333333333335,52,81,0.5566666666666666,0.5766666666666667,2.0000000000000018,0.5881267996729339,0.6019748508124404,1.384805113950649,148,9,16,0.060810810810810814,0.10810810810810811,0.574563887403447,0.5908727925543618,1.6308905150914765,4.669814178002332,-3.2850090640516827,0.5,well_estimated,30,3,8.950000000000003 -300,11,11,11,0.03666666666666667,0.03666666666666667,74,82,0.57,0.5733333333333334,0.33333333333334103,0.5996811670762817,0.6015237227212844,0.1842555645002686,148,15,16,0.10135135135135136,0.10810810810810811,0.5879523441340352,0.5904251613512893,0.24728172172541196,4.71784145884659,-4.533585894346322,0.75,well_estimated,30,3,8.950000000000003 -300,21,21,21,0.07,0.07,87,87,0.5766666666666667,0.5766666666666667,0.0,0.6025054000277233,0.6025054000277233,0.0,148,18,18,0.12162162162162163,0.12162162162162163,0.5919324559971612,0.5919324559971612,0.0,4.688662718723781,-4.688662718723781,1.0,well_estimated,30,3,8.950000000000003 -300,0,0,0,0.0,0.0,0,77,0.51,0.5966666666666667,8.666666666666668,0.5126350444440655,0.5811545067925059,6.851946234844042,153,0,13,0.0,0.08496732026143791,0.5120361319146776,0.5808803166686887,6.884418475401111,3.9691287731783027,2.882817461665739,0.0,well_estimated,31,0,8.100000000000007 -300,13,13,13,0.043333333333333335,0.043333333333333335,24,86,0.5333333333333333,0.58,4.666666666666663,0.5418997557137925,0.5874971076218368,4.559735190804437,153,6,18,0.0392156862745098,0.11764705882352941,0.5401960669302156,0.586513333004258,4.631726607404241,4.071656617574185,0.4880785732302524,0.25,well_estimated,31,0,8.100000000000007 -300,11,11,11,0.03666666666666667,0.03666666666666667,55,83,0.5833333333333334,0.58,-0.33333333333334103,0.575662527562277,0.5868929360023675,1.123040844009049,153,8,17,0.05228758169934641,0.1111111111111111,0.573978825021524,0.5860236834445514,1.2044858423027383,4.220722653971255,-3.0976818099622063,0.5,well_estimated,31,0,8.100000000000007 -300,20,20,20,0.06666666666666667,0.06666666666666667,77,88,0.58,0.5933333333333334,1.333333333333342,0.5863554464092061,0.5886371703365737,0.2281723927367585,153,16,17,0.10457516339869281,0.1111111111111111,0.5850652892566875,0.5875000225780072,0.24347333213196043,4.299824201313849,-4.071651808577091,0.75,well_estimated,31,0,8.100000000000007 -300,27,27,27,0.09,0.09,91,91,0.5933333333333334,0.5933333333333334,0.0,0.5890331258407995,0.5890331258407995,0.0,153,18,18,0.11764705882352941,0.11764705882352941,0.5873218250598224,0.5873218250598224,0.0,4.355112176228509,-4.355112176228509,1.0,well_estimated,31,0,8.100000000000007 -300,0,0,0,0.0,0.0,0,82,0.52,0.6066666666666667,8.666666666666668,0.5151711754550314,0.5905467061468365,7.537553069180502,156,0,21,0.0,0.1346153846153846,0.5153706799111067,0.5914009349490069,7.603025503790017,3.982071529793431,3.5554815393870713,0.0,well_estimated,31,1,8.100000000000007 -300,6,6,6,0.02,0.02,30,87,0.5933333333333334,0.6066666666666667,1.3333333333333308,0.5542356652250016,0.5938311164810193,3.959545125601771,156,2,24,0.01282051282051282,0.15384615384615385,0.5539341490463973,0.5942367555399491,4.0302606493551885,4.138159352376534,-0.17861422677476302,0.25,well_estimated,31,1,8.100000000000007 -300,9,9,9,0.03,0.03,62,88,0.62,0.6,-2.0000000000000018,0.5861773771029921,0.594135293462487,0.7957916359494832,156,12,25,0.07692307692307693,0.16025641025641027,0.5871543180598522,0.5935362288733668,0.638191081351458,4.222726176978356,-3.426934541028873,0.5,well_estimated,31,1,8.100000000000007 -300,6,6,6,0.02,0.02,75,87,0.6266666666666667,0.6066666666666667,-2.0000000000000018,0.5912837210055504,0.5938311164810193,0.25473954754688943,156,16,24,0.10256410256410256,0.15384615384615385,0.592712691490134,0.5942367555399491,0.15240640498151992,4.212631385035525,-3.957891837488636,0.75,well_estimated,31,1,8.100000000000007 -300,13,13,13,0.043333333333333335,0.043333333333333335,90,90,0.6033333333333334,0.6033333333333334,0.0,0.5942590690118038,0.5942590690118038,0.0,156,25,25,0.16025641025641027,0.16025641025641027,0.5935319579573962,0.5935319579573962,0.0,4.268882641422758,-4.268882641422758,1.0,well_estimated,31,1,8.100000000000007 -300,0,0,0,0.0,0.0,0,82,0.5433333333333333,0.6033333333333334,6.000000000000005,0.5297193523652788,0.6057746647034558,7.605531233817697,163,0,23,0.0,0.1411042944785276,0.5296560958141798,0.6058305637991629,7.617446798498307,4.1488796690456144,3.4566515647720824,0.0,well_estimated,31,2,8.100000000000007 -300,4,4,4,0.013333333333333334,0.013333333333333334,32,85,0.5966666666666667,0.6066666666666667,1.0000000000000009,0.5719273966220353,0.6072316316089477,3.5304234986912375,163,5,23,0.03067484662576687,0.1411042944785276,0.5717727414402624,0.6077541171165667,3.598137567630433,4.306874032794046,-0.7764505341028087,0.25,well_estimated,31,2,8.100000000000007 -300,7,7,7,0.023333333333333334,0.023333333333333334,57,85,0.6066666666666667,0.6,-0.666666666666671,0.5969163614492369,0.6077874442865278,1.087108283729088,163,12,24,0.0736196319018405,0.147239263803681,0.5972601664389562,0.6080193448994305,1.0759178460474361,4.3842131000322215,-3.2971048163031336,0.5,well_estimated,31,2,8.100000000000007 -300,6,6,6,0.02,0.02,73,86,0.6033333333333334,0.6033333333333334,0.0,0.6060457135792645,0.6076193929594589,0.15736793801943705,163,19,24,0.1165644171779141,0.147239263803681,0.6062646077878189,0.6081666258568685,0.19020180690496602,4.419479602631709,-4.262111664612272,0.75,well_estimated,31,2,8.100000000000007 -300,15,15,15,0.05,0.05,85,85,0.5933333333333334,0.5933333333333334,0.0,0.6085721996921645,0.6085721996921645,0.0,163,24,24,0.147239263803681,0.147239263803681,0.6080533927231346,0.6080533927231346,0.0,4.408969345907546,-4.408969345907546,1.0,well_estimated,31,2,8.100000000000007 -300,0,0,0,0.0,0.0,0,83,0.55,0.61,5.999999999999995,0.5345155947591443,0.6092864172200415,7.477082246089717,165,0,20,0.0,0.12121212121212122,0.5352065533505939,0.6108930923290385,7.568653897844468,3.800492333238073,3.676589912851644,0.0,well_estimated,31,3,8.100000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,34,88,0.59,0.63,4.0000000000000036,0.5773495890179248,0.6153153457330311,3.796575671510638,165,8,19,0.048484848484848485,0.11515151515151516,0.5777352033202844,0.6161058425533871,3.837063923310269,3.957816585435576,-0.16124091392493778,0.25,well_estimated,31,3,8.100000000000007 -300,14,14,14,0.04666666666666667,0.04666666666666667,59,90,0.6266666666666667,0.6266666666666667,0.0,0.6028867063993655,0.6177885482886857,1.49018418893202,165,11,21,0.06666666666666667,0.12727272727272726,0.6042293402858163,0.6190028765620481,1.4773536276231791,4.02349434998071,-2.5333101610486897,0.5,well_estimated,31,3,8.100000000000007 -300,20,20,20,0.06666666666666667,0.06666666666666667,81,90,0.6333333333333333,0.64,0.666666666666671,0.6168579041531692,0.6185771350576037,0.17192309044344878,165,17,19,0.10303030303030303,0.11515151515151516,0.6178495205456211,0.6191980982607532,0.1348577715132082,4.171461529892005,-3.999538439448556,0.75,well_estimated,31,3,8.100000000000007 -300,23,23,23,0.07666666666666666,0.07666666666666666,89,89,0.6433333333333333,0.6433333333333333,0.0,0.6186479037634307,0.6186479037634307,0.0,165,18,18,0.10909090909090909,0.10909090909090909,0.6195011988818269,0.6195011988818269,0.0,4.167501012241181,-4.167501012241181,1.0,well_estimated,31,3,8.100000000000007 -300,0,0,0,0.0,0.0,0,88,0.5333333333333333,0.5866666666666667,5.333333333333334,0.5321970430593879,0.6038526930686635,7.165565000927565,160,0,25,0.0,0.15625,0.5361431868175756,0.6008279447635584,6.468475794598283,4.258486531014499,2.907078469913066,0.0,well_estimated,32,0,9.650000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,23,86,0.5466666666666666,0.5966666666666667,5.000000000000004,0.5615531307977628,0.6072027291856401,4.56495983878773,160,8,24,0.05,0.15,0.5628262540209453,0.6044367747829764,4.161052076203109,4.351621833190754,0.21333800559697558,0.25,well_estimated,32,0,9.650000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,54,86,0.57,0.5966666666666667,2.6666666666666727,0.5941043941367801,0.6072027291856401,1.3098335048860044,160,15,24,0.09375,0.15,0.5933575299046894,0.6044367747829764,1.1079244878287042,4.4156869548522195,-3.105853449966215,0.5,well_estimated,32,0,9.650000000000002 -300,21,21,21,0.07,0.07,78,90,0.5833333333333334,0.59,0.6666666666666599,0.6081311778128383,0.6100227646175874,0.18915868047491013,160,21,24,0.13125,0.15,0.605527360037366,0.6076466302161473,0.21192701787813295,4.453173946026263,-4.264015265551353,0.75,well_estimated,32,0,9.650000000000002 -300,28,28,28,0.09333333333333334,0.09333333333333334,95,95,0.5866666666666667,0.5866666666666667,0.0,0.610588433688997,0.610588433688997,0.0,160,26,26,0.1625,0.1625,0.6073285311993967,0.6073285311993967,0.0,4.463323737359353,-4.463323737359353,1.0,well_estimated,32,0,9.650000000000002 -300,0,0,0,0.0,0.0,0,88,0.5633333333333334,0.6133333333333333,4.999999999999993,0.5259517624341137,0.6101745764021322,8.422281396801857,169,0,25,0.0,0.14792899408284024,0.532607302128172,0.6107872650530187,7.817996292484675,4.5932355780058005,3.8290458187960565,0.0,well_estimated,32,1,9.650000000000002 -300,5,5,5,0.016666666666666666,0.016666666666666666,28,93,0.59,0.6166666666666667,2.6666666666666727,0.5676788476960424,0.614349462750144,4.667061505410164,169,7,27,0.04142011834319527,0.15976331360946747,0.5717096429757821,0.6140977912303575,4.2388148254575375,4.704528452129719,-0.037466946719555416,0.25,well_estimated,32,1,9.650000000000002 -300,9,9,9,0.03,0.03,53,93,0.6266666666666667,0.6266666666666667,0.0,0.5993298648442194,0.6163992617004868,1.7069396856267405,169,11,26,0.0650887573964497,0.15384615384615385,0.6021894895176425,0.6160128398209689,1.3823350303326376,4.703433154364897,-2.996493468738157,0.5,well_estimated,32,1,9.650000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,80,93,0.6233333333333333,0.6266666666666667,0.33333333333334103,0.6146330982230435,0.6171243041075504,0.24912058845069085,169,23,27,0.13609467455621302,0.15976331360946747,0.6139355244214632,0.6160142173688754,0.20786929474122529,4.692687245379939,-4.443566656929248,0.75,well_estimated,32,1,9.650000000000002 -300,20,20,20,0.06666666666666667,0.06666666666666667,97,97,0.6266666666666667,0.6266666666666667,0.0,0.6171843383884681,0.6171843383884681,0.0,169,29,29,0.17159763313609466,0.17159763313609466,0.6156376402514313,0.6156376402514313,0.0,4.630602925513284,-4.630602925513284,1.0,well_estimated,32,1,9.650000000000002 -300,0,0,0,0.0,0.0,0,69,0.53,0.6133333333333333,8.333333333333325,0.5483005295319747,0.6177128411323694,6.941231160039463,159,0,13,0.0,0.08176100628930817,0.5499869585313694,0.6154000278241019,6.541306929273249,4.130921188270478,2.8103099717689846,0.0,well_estimated,32,2,9.650000000000002 -300,1,1,1,0.0033333333333333335,0.0033333333333333335,21,70,0.5633333333333334,0.6133333333333333,4.999999999999993,0.581832548707539,0.618255213395788,3.6422664688249062,159,2,13,0.012578616352201259,0.08176100628930817,0.5811173682387285,0.6157568836850024,3.463951544627386,4.219202646545746,-0.5769361777208397,0.25,well_estimated,32,2,9.650000000000002 -300,5,5,5,0.016666666666666666,0.016666666666666666,47,72,0.6,0.61,1.0000000000000009,0.6078391385265665,0.6196990908742482,1.185995234768178,159,8,14,0.050314465408805034,0.0880503144654088,0.6056287309390675,0.6169649198718019,1.133618893273436,4.256176950601686,-3.0701817158335083,0.5,well_estimated,32,2,9.650000000000002 -300,9,9,9,0.03,0.03,65,74,0.6133333333333333,0.6166666666666667,0.33333333333334103,0.619294304423522,0.6203439017321469,0.10495973086249721,159,12,13,0.07547169811320754,0.08176100628930817,0.6167651801331405,0.6172407679884339,0.04755878552933357,4.261379787075757,-4.1564200562132605,0.75,well_estimated,32,2,9.650000000000002 -300,12,12,12,0.04,0.04,77,77,0.62,0.62,0.0,0.6204140938067294,0.6204140938067294,0.0,159,13,13,0.08176100628930817,0.08176100628930817,0.6172763890118932,0.6172763890118932,0.0,4.256798905364418,-4.256798905364418,1.0,well_estimated,32,2,9.650000000000002 -300,0,0,0,0.0,0.0,0,98,0.52,0.6033333333333334,8.333333333333337,0.4995189786807224,0.5920116626051984,9.249268392447602,156,0,21,0.0,0.1346153846153846,0.5023633092687491,0.589462041706218,8.709873243746891,4.04705997888356,5.202208413564042,0.0,well_estimated,32,3,9.650000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,42,102,0.58,0.62,4.0000000000000036,0.5513571505311489,0.5964861348507946,4.512898431964574,156,6,20,0.038461538461538464,0.1282051282051282,0.5528879136146618,0.5943155764701872,4.1427662855525345,4.1813885766101455,0.3315098553544287,0.25,well_estimated,32,3,9.650000000000002 -300,13,13,13,0.043333333333333335,0.043333333333333335,68,107,0.6033333333333334,0.62,1.6666666666666607,0.580175533062349,0.598300390124094,1.8124857061744937,156,14,21,0.08974358974358974,0.1346153846153846,0.5806470197673437,0.5961558885007336,1.5508868733389969,4.204579426359912,-2.392093720185418,0.5,well_estimated,32,3,9.650000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,89,108,0.6133333333333333,0.6166666666666667,0.33333333333334103,0.595878743875197,0.5984905447718375,0.26118008966404815,156,17,22,0.10897435897435898,0.14102564102564102,0.5945983516744797,0.5964082448362998,0.18098931618201197,4.213463446347525,-3.952283356683477,0.75,well_estimated,32,3,9.650000000000002 -300,26,26,26,0.08666666666666667,0.08666666666666667,110,110,0.6333333333333333,0.6333333333333333,0.0,0.5995777483546854,0.5995777483546854,0.0,156,22,22,0.14102564102564102,0.14102564102564102,0.5964551897351569,0.5964551897351569,0.0,4.205054014773722,-4.205054014773722,1.0,well_estimated,32,3,9.650000000000002 -300,0,0,0,0.0,0.0,0,84,0.5833333333333334,0.6266666666666667,4.333333333333334,0.5372558128806856,0.6184551624608697,8.119934958018415,175,0,29,0.0,0.1657142857142857,0.5331263312259903,0.6130159572407055,7.988962601471517,4.053424054546733,4.066510903471682,0.0,well_estimated,33,0,6.35 -300,2,2,2,0.006666666666666667,0.006666666666666667,30,83,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5836533724506567,0.6199016120122053,3.6248239561548545,175,10,27,0.05714285714285714,0.15428571428571428,0.5778272078511447,0.6142471368152274,3.6419928964082637,4.180796558659361,-0.5559726025045069,0.25,well_estimated,33,0,6.35 -300,11,11,11,0.03666666666666667,0.03666666666666667,55,84,0.6433333333333333,0.6366666666666667,-0.6666666666666599,0.6107397825350186,0.6237052268723107,1.2965444337292076,175,14,27,0.08,0.15428571428571428,0.6039833987438558,0.6175135797378624,1.3530180994006602,4.323415744397624,-3.0268713106684166,0.5,well_estimated,33,0,6.35 -300,18,18,18,0.06,0.06,76,89,0.6466666666666666,0.6466666666666666,0.0,0.6227760504525536,0.6247627812869457,0.19867308343921586,175,22,27,0.12571428571428572,0.15428571428571428,0.6162380412816693,0.618781337025861,0.2543295744191765,4.438493236282468,-4.239820152843252,0.75,well_estimated,33,0,6.35 -300,21,21,21,0.07,0.07,92,92,0.6533333333333333,0.6533333333333333,0.0,0.6249233112072534,0.6249233112072534,0.0,175,27,27,0.15428571428571428,0.15428571428571428,0.6190126154840344,0.6190126154840344,0.0,4.473605103318872,-4.473605103318872,1.0,well_estimated,33,0,6.35 -300,0,0,0,0.0,0.0,0,78,0.5366666666666666,0.62,8.333333333333337,0.5273713267274565,0.5845336375270561,5.716231079959966,161,0,14,0.0,0.08695652173913043,0.5221285756770421,0.5775637686858052,5.5435193008763095,4.164043949327905,1.5521871306320616,0.0,well_estimated,33,1,6.35 -300,13,13,13,0.043333333333333335,0.043333333333333335,24,86,0.5533333333333333,0.6166666666666667,6.333333333333336,0.5578769724828163,0.5934914535892916,3.561448110647525,161,4,17,0.024844720496894408,0.10559006211180125,0.5516730791710872,0.5855899330707408,3.39168538996536,4.386226861623384,-0.8247787509758591,0.25,well_estimated,33,1,6.35 -300,19,19,19,0.06333333333333334,0.06333333333333334,50,85,0.5866666666666667,0.63,4.333333333333334,0.5826103385058222,0.5954796590899878,1.2869320584165567,161,8,15,0.049689440993788817,0.09316770186335403,0.5743343782790201,0.5875641564970234,1.3229778218003307,4.5214264305439995,-3.234494372127443,0.5,well_estimated,33,1,6.35 -300,27,27,27,0.09,0.09,67,88,0.61,0.62,1.0000000000000009,0.5925903786939453,0.5960983383843268,0.35079596903815347,161,11,18,0.06832298136645963,0.11180124223602485,0.5841749086122813,0.5878081481748546,0.36332395625733316,4.584213662201494,-4.23341769316334,0.75,well_estimated,33,1,6.35 -300,30,30,30,0.1,0.1,89,89,0.6166666666666667,0.6166666666666667,0.0,0.596131336817999,0.596131336817999,0.0,161,19,19,0.11801242236024845,0.11801242236024845,0.5881190610030763,0.5881190610030763,0.0,4.627002889892817,-4.627002889892817,1.0,well_estimated,33,1,6.35 -300,0,0,0,0.0,0.0,0,88,0.53,0.58,4.999999999999993,0.5257085677538805,0.5931911463258663,6.748257857198581,159,0,24,0.0,0.1509433962264151,0.5209654344630846,0.5851313931483744,6.416595868528974,4.22241285533006,2.525845001868521,0.0,well_estimated,33,2,6.35 -300,5,5,5,0.016666666666666666,0.016666666666666666,27,94,0.56,0.58,1.9999999999999907,0.5612647026007681,0.5969869649264611,3.5722262325692977,159,5,26,0.031446540880503145,0.16352201257861634,0.5537074095837536,0.5876349557065278,3.3927546122774155,4.396353431613712,-0.8241271990444146,0.25,well_estimated,33,2,6.35 -300,18,18,18,0.06,0.06,53,96,0.57,0.5833333333333334,1.333333333333342,0.5846263863649415,0.6021859694370558,1.755958307211436,159,11,28,0.06918238993710692,0.1761006289308176,0.5748733183757456,0.5917456789658504,1.6872360590104774,4.648332624556289,-2.8923743173448533,0.5,well_estimated,33,2,6.35 -300,26,26,26,0.08666666666666667,0.08666666666666667,77,97,0.5833333333333334,0.5833333333333334,0.0,0.5999840504490028,0.6038487417544399,0.38646913054370957,159,19,28,0.11949685534591195,0.1761006289308176,0.5885466290437048,0.5928818957724764,0.4335266728771603,4.7011099277855,-4.31464079724179,0.75,well_estimated,33,2,6.35 -300,30,30,30,0.1,0.1,96,96,0.5833333333333334,0.5833333333333334,0.0,0.6039976857661247,0.6039976857661247,0.0,159,27,27,0.16981132075471697,0.16981132075471697,0.5930774783094932,0.5930774783094932,0.0,4.684863471084134,-4.684863471084134,1.0,well_estimated,33,2,6.35 -300,0,0,0,0.0,0.0,0,86,0.5333333333333333,0.6033333333333334,7.000000000000006,0.5328135263916044,0.6143274552786278,8.151392888702336,160,0,20,0.0,0.125,0.529230246934194,0.6086839036036625,7.9453656669468575,3.817909632071565,4.333483256630771,0.0,well_estimated,33,3,6.35 -300,10,10,10,0.03333333333333333,0.03333333333333333,39,92,0.5866666666666667,0.5833333333333334,-0.33333333333332993,0.5872496313608784,0.6212668297255359,3.4017198364657553,160,6,25,0.0375,0.15625,0.5806990112227195,0.6135841433918753,3.2885132169155784,4.099227788546419,-0.697507952080664,0.25,well_estimated,33,3,6.35 -300,10,10,10,0.03333333333333333,0.03333333333333333,58,92,0.5933333333333334,0.5833333333333334,-1.0000000000000009,0.6076429219961103,0.6212668297255359,1.3623907729425677,160,11,25,0.06875,0.15625,0.5992655819604503,0.6135841433918753,1.4318561431424959,4.175256579473632,-2.812865806531064,0.5,well_estimated,33,3,6.35 -300,19,19,19,0.06333333333333334,0.06333333333333334,80,96,0.59,0.59,0.0,0.6210272975953038,0.6236772806199496,0.2649983024645808,160,18,25,0.1125,0.15625,0.6127512520006206,0.6148631527173817,0.21119007167610393,4.299553222756059,-4.0345549202914786,0.75,well_estimated,33,3,6.35 -300,24,24,24,0.08,0.08,97,97,0.59,0.59,0.0,0.6238849241707207,0.6238849241707207,0.0,160,25,25,0.15625,0.15625,0.6152588765527955,0.6152588765527955,0.0,4.372360692644281,-4.372360692644281,1.0,well_estimated,33,3,6.35 -300,0,0,0,0.0,0.0,0,76,0.57,0.5633333333333334,-0.6666666666666599,0.5464190335827567,0.6137518919050335,6.733285832227686,171,0,27,0.0,0.15789473684210525,0.5393120125638596,0.6058642382188754,6.655222565501573,4.332076508961276,2.4012093232664107,0.0,well_estimated,34,0,9.599999999999998 -300,3,3,3,0.01,0.01,28,78,0.58,0.5633333333333334,-1.6666666666666607,0.5807980360612768,0.6155059684828431,3.4707932421566334,171,7,28,0.04093567251461988,0.16374269005847952,0.5716119535348874,0.6068549009145766,3.524294737968925,4.40585497077134,-0.9350617286147069,0.25,well_estimated,34,0,9.599999999999998 -300,11,11,11,0.03666666666666667,0.03666666666666667,50,76,0.5833333333333334,0.5733333333333334,-1.0000000000000009,0.6084098217300735,0.6186581121295104,1.0248290399436866,171,16,26,0.0935672514619883,0.15204678362573099,0.5991510956585688,0.6101407833609751,1.098968770240627,4.460205048853958,-3.435376008910272,0.5,well_estimated,34,0,9.599999999999998 -300,19,19,19,0.06333333333333334,0.06333333333333334,69,77,0.5833333333333334,0.5666666666666667,-1.6666666666666718,0.6184194551096649,0.6205658757932592,0.21464206835942745,171,22,28,0.1286549707602339,0.16374269005847952,0.6093778048721977,0.6119183473089341,0.2540542436736404,4.492375398852047,-4.2777333304926195,0.75,well_estimated,34,0,9.599999999999998 -300,32,32,32,0.10666666666666667,0.10666666666666667,86,86,0.5866666666666667,0.5866666666666667,0.0,0.6216845464241914,0.6216845464241914,0.0,171,28,28,0.16374269005847952,0.16374269005847952,0.6126814157895288,0.6126814157895288,0.0,4.490599270275985,-4.490599270275985,1.0,well_estimated,34,0,9.599999999999998 -300,0,0,0,0.0,0.0,0,82,0.49333333333333335,0.5533333333333333,6.0,0.530443250845313,0.6059364366506108,7.549318580529785,148,0,19,0.0,0.12837837837837837,0.5274459878481966,0.5987884053546109,7.134241750641424,4.494812709936361,3.054505870593424,0.0,well_estimated,34,1,9.599999999999998 -300,11,11,11,0.03666666666666667,0.03666666666666667,29,82,0.5333333333333333,0.5733333333333334,4.0000000000000036,0.572586318520538,0.6136786626659936,4.1092344145455595,148,4,17,0.02702702702702703,0.11486486486486487,0.5677881523043489,0.6047040708745726,3.6915918570223694,4.681312257357375,-0.5720778428118152,0.25,well_estimated,34,1,9.599999999999998 -300,13,13,13,0.043333333333333335,0.043333333333333335,51,84,0.55,0.5766666666666667,2.6666666666666616,0.5981394832039484,0.6144593757703859,1.631989256643751,148,11,17,0.07432432432432433,0.11486486486486487,0.5918781010343903,0.6056588634275158,1.3780762393125534,4.749633335085781,-3.1176440784420296,0.5,well_estimated,34,1,9.599999999999998 -300,15,15,15,0.05,0.05,75,86,0.57,0.5766666666666667,0.666666666666671,0.6129296054371781,0.6149472284516243,0.20176230144461904,148,15,17,0.10135135135135136,0.11486486486486487,0.6039850029964869,0.6057505048694162,0.17655018729292316,4.888345589058228,-4.686583287613609,0.75,well_estimated,34,1,9.599999999999998 -300,22,22,22,0.07333333333333333,0.07333333333333333,87,87,0.58,0.58,0.0,0.6155974693761613,0.6155974693761613,0.0,148,17,17,0.11486486486486487,0.11486486486486487,0.6059576264788605,0.6059576264788605,0.0,4.92604291354745,-4.92604291354745,1.0,well_estimated,34,1,9.599999999999998 -300,0,0,0,0.0,0.0,0,96,0.53,0.58,4.999999999999993,0.5079022562317801,0.5965593839127581,8.8657127680978,159,0,25,0.0,0.15723270440251572,0.5049241984621795,0.5891707889977952,8.424659053561568,4.288337639132191,4.57737512896561,0.0,well_estimated,34,2,9.599999999999998 -300,9,9,9,0.03,0.03,37,101,0.5533333333333333,0.59,3.6666666666666625,0.5563979766392965,0.6016995657583689,4.530158911907245,159,9,27,0.05660377358490566,0.16981132075471697,0.551783099941221,0.5943142564011878,4.253115645996686,4.474836196405385,0.055322715501859854,0.25,well_estimated,34,2,9.599999999999998 -300,20,20,20,0.06666666666666667,0.06666666666666667,70,104,0.5966666666666667,0.5966666666666667,0.0,0.58943148577745,0.605716354312085,1.6284868534635066,159,14,27,0.0880503144654088,0.16981132075471697,0.5828481528951193,0.599187672354295,1.6339519459175778,4.556992502782765,-2.9285056493192583,0.5,well_estimated,34,2,9.599999999999998 -300,29,29,29,0.09666666666666666,0.09666666666666666,93,110,0.5966666666666667,0.6033333333333334,0.666666666666671,0.6047389789896818,0.6074788527720312,0.2739873782349411,159,22,29,0.13836477987421383,0.18238993710691823,0.5977861372720937,0.600903001504679,0.31168642325852813,4.680141696461635,-4.406154318226694,0.75,well_estimated,34,2,9.599999999999998 -300,35,35,35,0.11666666666666667,0.11666666666666667,109,109,0.6033333333333334,0.6033333333333334,0.0,0.608015302817373,0.608015302817373,0.0,159,29,29,0.18238993710691823,0.18238993710691823,0.6011576185221349,0.6011576185221349,0.0,4.719799854289117,-4.719799854289117,1.0,well_estimated,34,2,9.599999999999998 -300,0,0,0,0.0,0.0,0,81,0.5133333333333333,0.6533333333333333,14.000000000000002,0.5362012291702666,0.6171673918179365,8.096616264766986,154,0,11,0.0,0.07142857142857142,0.5290226123900019,0.609719089440675,8.069647705067307,4.244131804575986,3.8524844601910004,0.0,well_estimated,34,3,9.599999999999998 -300,4,4,4,0.013333333333333334,0.013333333333333334,32,85,0.5733333333333334,0.65,7.666666666666666,0.5779812499986482,0.6202369876611475,4.225573766249935,154,2,14,0.012987012987012988,0.09090909090909091,0.5712801405618544,0.6131272462825073,4.184710572065287,4.294397275692116,-0.06882350944218096,0.25,well_estimated,34,3,9.599999999999998 -300,7,7,7,0.023333333333333334,0.023333333333333334,57,85,0.6233333333333333,0.6533333333333333,3.0000000000000027,0.611080925163341,0.6213179577807337,1.0237032617392727,154,6,13,0.03896103896103896,0.08441558441558442,0.6037148143321899,0.6138788207014064,1.016400636921655,4.448228266163308,-3.424525004424035,0.5,well_estimated,34,3,9.599999999999998 -300,10,10,10,0.03333333333333333,0.03333333333333333,72,85,0.6266666666666667,0.65,2.3333333333333317,0.6200394610113903,0.6219316121453702,0.18921511339798913,154,12,13,0.07792207792207792,0.08441558441558442,0.6128704859583455,0.6140407707714601,0.11702848131146526,4.482921485069616,-4.293706371671627,0.75,well_estimated,34,3,9.599999999999998 -300,15,15,15,0.05,0.05,87,87,0.6366666666666667,0.6366666666666667,0.0,0.622461691291691,0.622461691291691,0.0,154,16,16,0.1038961038961039,0.1038961038961039,0.6143074380670931,0.6143074380670931,0.0,4.573275081839835,-4.573275081839835,1.0,well_estimated,34,3,9.599999999999998 -300,0,0,0,0.0,0.0,0,80,0.5666666666666667,0.6333333333333333,6.666666666666665,0.5390879520551948,0.609005608016133,6.991765596093824,170,0,18,0.0,0.10588235294117647,0.5302287268813967,0.5995828426604805,6.935411577908379,4.236529660647188,2.7552359354466365,0.0,well_estimated,35,0,8.450000000000003 -300,7,7,7,0.023333333333333334,0.023333333333333334,24,84,0.6,0.6266666666666667,2.6666666666666727,0.5700607518920092,0.610649454608503,4.058870271649373,170,5,21,0.029411764705882353,0.12352941176470589,0.5603476676652615,0.6021673687545217,4.181970108926025,4.319013509251116,-0.26014323760174296,0.25,well_estimated,35,0,8.450000000000003 -300,9,9,9,0.03,0.03,47,85,0.64,0.63,-1.0000000000000009,0.5941705239633469,0.6107951844227864,1.6624660459439444,170,6,21,0.03529411764705882,0.12352941176470589,0.5844959787399703,0.6021480971344993,1.765211839452907,4.377244072224894,-2.7147780262809493,0.5,well_estimated,35,0,8.450000000000003 -300,11,11,11,0.03666666666666667,0.03666666666666667,69,87,0.64,0.63,-1.0000000000000009,0.608218154946474,0.61087725716046,0.265910221398602,170,14,22,0.08235294117647059,0.12941176470588237,0.5984766819657658,0.6023010867824199,0.38244048166541367,4.431272877914792,-4.165362656516191,0.75,well_estimated,35,0,8.450000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,90,90,0.63,0.63,0.0,0.6109259184264098,0.6109259184264098,0.0,170,23,23,0.13529411764705881,0.13529411764705881,0.6030115390625167,0.6030115390625167,0.0,4.4840863888975555,-4.4840863888975555,1.0,well_estimated,35,0,8.450000000000003 -300,0,0,0,0.0,0.0,0,71,0.5633333333333334,0.66,9.666666666666668,0.5626376531772341,0.6277401742116723,6.510252103443815,169,0,12,0.0,0.07100591715976332,0.5498714184565161,0.6152596551800532,6.538823672353711,4.220003900412921,2.2902482030308935,0.0,well_estimated,35,1,8.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,26,71,0.6,0.6533333333333333,5.333333333333334,0.5959255286255133,0.6300044106592897,3.4078882033776403,169,5,12,0.029585798816568046,0.07100591715976332,0.5837181097775122,0.6178282833937783,3.4110173616266115,4.247881947241042,-0.8399937438634013,0.25,well_estimated,35,1,8.450000000000003 -300,12,12,12,0.04,0.04,45,77,0.6266666666666667,0.6433333333333333,1.6666666666666607,0.6179025401684978,0.6323921555538775,1.448961538537974,169,9,15,0.05325443786982249,0.08875739644970414,0.6046126130376931,0.6200381953197223,1.542558228202917,4.3059864936278665,-2.8570249550898925,0.5,well_estimated,35,1,8.450000000000003 -300,17,17,17,0.056666666666666664,0.056666666666666664,68,79,0.63,0.63,0.0,0.6305580213356509,0.6332286377084921,0.26706163728412724,169,15,19,0.08875739644970414,0.11242603550295859,0.6172785927430626,0.6213304049563371,0.40518122132744416,4.397343936184611,-4.130282298900484,0.75,well_estimated,35,1,8.450000000000003 -300,23,23,23,0.07666666666666666,0.07666666666666666,81,81,0.62,0.62,0.0,0.6336858901392197,0.6336858901392197,0.0,169,22,22,0.1301775147928994,0.1301775147928994,0.6218852740714615,0.6218852740714615,0.0,4.382109916819534,-4.382109916819534,1.0,well_estimated,35,1,8.450000000000003 -300,0,0,0,0.0,0.0,0,92,0.52,0.64,12.0,0.5352075354410524,0.6173482614513782,8.214072601032585,156,0,17,0.0,0.10897435897435898,0.5242697458241494,0.6090746186047492,8.480487278059979,4.303671871419028,3.9104007296135572,0.0,well_estimated,35,2,8.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,37,92,0.58,0.64,6.000000000000005,0.5880123755102029,0.6197670992212807,3.1754723711077792,156,5,17,0.03205128205128205,0.10897435897435898,0.5785598354305725,0.6114138454698211,3.2854010039248593,4.348286663881489,-1.17281429277371,0.25,well_estimated,35,2,8.450000000000003 -300,19,19,19,0.06333333333333334,0.06333333333333334,65,95,0.59,0.6133333333333333,2.3333333333333317,0.6136443848216192,0.6258963174620581,1.225193264043889,156,13,22,0.08333333333333333,0.14102564102564102,0.6043288847847234,0.617637973072763,1.3309088288039672,4.399485631193462,-3.1742923671495733,0.5,well_estimated,35,2,8.450000000000003 -300,24,24,24,0.08,0.08,80,92,0.6,0.6233333333333333,2.3333333333333317,0.6241391554449689,0.6263491351214657,0.22099796764968316,156,17,19,0.10897435897435898,0.12179487179487179,0.6145915731415429,0.6184607490552261,0.3869175913683187,4.4883106280740845,-4.267312660424402,0.75,well_estimated,35,2,8.450000000000003 -300,25,25,25,0.08333333333333333,0.08333333333333333,93,93,0.6266666666666667,0.6266666666666667,0.0,0.626392327169107,0.626392327169107,0.0,156,19,19,0.12179487179487179,0.12179487179487179,0.6186521606195979,0.6186521606195979,0.0,4.509451393152475,-4.509451393152475,1.0,well_estimated,35,2,8.450000000000003 -300,0,0,0,0.0,0.0,0,75,0.5466666666666666,0.6066666666666667,6.000000000000005,0.5431810558991019,0.6170900901396668,7.390903424056483,164,0,16,0.0,0.0975609756097561,0.5306064378725812,0.607849424211807,7.724298633922578,4.6361929202474315,2.7547105038090516,0.0,well_estimated,35,3,8.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,27,79,0.5666666666666667,0.6066666666666667,4.0000000000000036,0.5849652519457966,0.6179011695045411,3.2935917558744476,164,4,18,0.024390243902439025,0.10975609756097561,0.5730435868049895,0.6087996298054579,3.575604300046842,4.680972352113955,-1.387380596239507,0.25,well_estimated,35,3,8.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,49,78,0.5866666666666667,0.6033333333333334,1.6666666666666718,0.6061821216940235,0.6177777655013076,1.1595643807284062,164,10,18,0.06097560975609756,0.10975609756097561,0.5953312976857316,0.6084005452797598,1.3069247594028277,4.730726985002773,-3.571162604274367,0.5,well_estimated,35,3,8.450000000000003 -300,6,6,6,0.02,0.02,69,80,0.5933333333333334,0.6033333333333334,1.0000000000000009,0.6161540582202941,0.6180008839066979,0.1846825686403819,164,15,19,0.09146341463414634,0.11585365853658537,0.6061418275212266,0.6091588521442364,0.30170246230097897,4.762575972275262,-4.57789340363488,0.75,well_estimated,35,3,8.450000000000003 -300,15,15,15,0.05,0.05,82,82,0.6166666666666667,0.6166666666666667,0.0,0.6184561045773435,0.6184561045773435,0.0,164,18,18,0.10975609756097561,0.10975609756097561,0.6103184437282526,0.6103184437282526,0.0,4.848699793176989,-4.848699793176989,1.0,well_estimated,35,3,8.450000000000003 -300,0,0,0,0.0,0.0,0,92,0.5,0.61,10.999999999999998,0.5130098240573964,0.5970565906300873,8.404676657269095,150,0,20,0.0,0.13333333333333333,0.5134244391180919,0.597199083887024,8.377464476893214,4.3468869074124274,4.057789749856667,0.0,well_estimated,36,0,7.350000000000001 -300,6,6,6,0.02,0.02,32,92,0.5666666666666667,0.62,5.333333333333334,0.5615558911782133,0.6027678780021851,4.121198682397187,150,3,19,0.02,0.12666666666666668,0.5627617949902977,0.6035480511831477,4.0786256192850034,4.464408264115216,-0.3432095817180283,0.25,well_estimated,36,0,7.350000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,62,101,0.6066666666666667,0.6166666666666667,1.0000000000000009,0.5952212674310345,0.6123417240705273,1.7120456639492798,150,6,21,0.04,0.14,0.5962845642371413,0.6130883597091293,1.680379547198807,4.576189342334034,-2.8641436783847545,0.5,well_estimated,36,0,7.350000000000001 -300,33,33,33,0.11,0.11,89,104,0.6066666666666667,0.6233333333333333,1.6666666666666607,0.6132173791963447,0.6154918564310052,0.22744772346605657,150,17,20,0.11333333333333333,0.13333333333333333,0.615084770663871,0.6180393862443049,0.29546155804338614,4.661497778947988,-4.434050055481931,0.75,well_estimated,36,0,7.350000000000001 -300,39,39,39,0.13,0.13,103,103,0.62,0.62,0.0,0.6160949720699556,0.6160949720699556,0.0,150,19,19,0.12666666666666668,0.12666666666666668,0.618873058950258,0.618873058950258,0.0,4.685473295640142,-4.685473295640142,1.0,well_estimated,36,0,7.350000000000001 -300,0,0,0,0.0,0.0,0,93,0.4633333333333333,0.54,7.666666666666671,0.5171199921154775,0.6018045132280817,8.468452111260415,139,0,25,0.0,0.17985611510791366,0.5197758759891404,0.6003276988854407,8.055182289630025,4.513203840877394,3.955248270383021,0.0,well_estimated,36,1,7.350000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,31,94,0.49,0.55,6.000000000000005,0.5612070175983429,0.604010864906374,4.28038473080311,139,8,24,0.05755395683453238,0.17266187050359713,0.5646262709002566,0.6024952128991504,3.786894199889379,4.640521733199425,-0.3601370023963151,0.25,well_estimated,36,1,7.350000000000001 -300,12,12,12,0.04,0.04,57,98,0.5333333333333333,0.56,2.6666666666666727,0.5888106435081389,0.6057991349949302,1.6988491486791268,139,12,23,0.08633093525179857,0.16546762589928057,0.5922053151456549,0.6045163131936104,1.2310998047955546,4.710829167709198,-3.011980019030071,0.5,well_estimated,36,1,7.350000000000001 -300,22,22,22,0.07333333333333333,0.07333333333333333,74,101,0.56,0.5633333333333334,0.33333333333332993,0.6024429540771034,0.6069719617471542,0.4529007670050822,139,14,22,0.10071942446043165,0.15827338129496402,0.604955572727326,0.6059424003959228,0.09868276685968125,4.714435639262276,-4.261534872257194,0.75,well_estimated,36,1,7.350000000000001 -300,30,30,30,0.1,0.1,102,102,0.57,0.57,0.0,0.6071632546966297,0.6071632546966297,0.0,139,21,21,0.1510791366906475,0.1510791366906475,0.605817344895135,0.605817344895135,0.0,4.786315515905942,-4.786315515905942,1.0,well_estimated,36,1,7.350000000000001 -300,0,0,0,0.0,0.0,0,85,0.54,0.5933333333333334,5.333333333333334,0.5390969038895834,0.6059968299438471,6.689992605426365,162,0,23,0.0,0.1419753086419753,0.5408583429575162,0.603432738960791,6.257439600327475,4.307406836774587,2.3825857686517784,0.0,well_estimated,36,2,7.350000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,27,80,0.5733333333333334,0.6,2.6666666666666616,0.5720556661034741,0.6103428396017662,3.8287173498292026,162,4,21,0.024691358024691357,0.12962962962962962,0.5726353231977142,0.6078973146041405,3.5261991406426385,4.376540129083624,-0.5478227792544215,0.25,well_estimated,36,2,7.350000000000001 -300,9,9,9,0.03,0.03,51,84,0.5866666666666667,0.61,2.3333333333333317,0.5983439503235509,0.6123475551166864,1.400360479313545,162,11,22,0.06790123456790123,0.13580246913580246,0.5973132669455129,0.6100336278169122,1.2720360871399272,4.459131208860338,-3.058770729546793,0.5,well_estimated,36,2,7.350000000000001 -300,15,15,15,0.05,0.05,70,89,0.6,0.6033333333333334,0.33333333333334103,0.6109454948339091,0.6141200572682769,0.3174562434367756,162,17,23,0.10493827160493827,0.1419753086419753,0.609375816331578,0.611617292845321,0.2241476513742957,4.497308098790573,-4.179851855353798,0.75,well_estimated,36,2,7.350000000000001 -300,26,26,26,0.08666666666666667,0.08666666666666667,91,91,0.5933333333333334,0.5933333333333334,0.0,0.6151336315425451,0.6151336315425451,0.0,162,26,26,0.16049382716049382,0.16049382716049382,0.612572005241216,0.612572005241216,0.0,4.525289563434109,-4.525289563434109,1.0,well_estimated,36,2,7.350000000000001 -300,0,0,0,0.0,0.0,0,75,0.57,0.6533333333333333,8.333333333333337,0.554309372780823,0.6156038182943291,6.129444551350605,171,0,16,0.0,0.0935672514619883,0.5538048353499685,0.6151997640714548,6.139492872148633,3.95554131146286,2.1739032398877445,0.0,well_estimated,36,3,7.350000000000001 -300,5,5,5,0.016666666666666666,0.016666666666666666,25,77,0.6233333333333333,0.65,2.6666666666666727,0.5868914093352221,0.6192149680066833,3.2323558671461194,171,3,19,0.017543859649122806,0.1111111111111111,0.5866979244162928,0.6184253278955042,3.1727403479211436,3.997198145215229,-0.7648422780691098,0.25,well_estimated,36,3,7.350000000000001 -300,11,11,11,0.03666666666666667,0.03666666666666667,50,77,0.6466666666666666,0.6566666666666666,1.0000000000000009,0.6117233625380866,0.6214514111523202,0.9728048614233598,171,8,18,0.04678362573099415,0.10526315789473684,0.6110332820727101,0.6208749839545649,0.9841701881854736,4.0228933082440115,-3.0500884468206517,0.5,well_estimated,36,3,7.350000000000001 -300,18,18,18,0.06,0.06,65,79,0.6533333333333333,0.67,1.6666666666666718,0.6206131768444888,0.6226615057991295,0.2048328954640688,171,14,18,0.08187134502923976,0.10526315789473684,0.6192467110501231,0.6230172262981665,0.37705152480433934,4.038340663281513,-3.8335077678174443,0.75,well_estimated,36,3,7.350000000000001 -300,24,24,24,0.08,0.08,78,78,0.6666666666666666,0.6666666666666666,0.0,0.6230271665607696,0.6230271665607696,0.0,171,17,17,0.09941520467836257,0.09941520467836257,0.6228658269236919,0.6228658269236919,0.0,4.114664482301551,-4.114664482301551,1.0,well_estimated,36,3,7.350000000000001 -300,0,0,0,0.0,0.0,0,86,0.5366666666666666,0.6366666666666667,10.000000000000009,0.5445372937882884,0.6304529297491895,8.591563596090113,161,0,21,0.0,0.13043478260869565,0.541406009165888,0.6180429468320551,7.663693766616708,5.506360960333377,3.085202635756736,0.0,well_estimated,37,0,8.999999999999996 -300,7,7,6,0.023333333333333334,0.02,28,88,0.5933333333333334,0.6333333333333333,3.9999999999999925,0.5910729113050794,0.6310332700032057,3.996035869812631,161,2,21,0.012422360248447204,0.13043478260869565,0.5842090523772394,0.6193805561042212,3.5171503726981745,5.585205591236711,-1.5891697214240805,0.25,well_estimated,37,0,8.999999999999996 -300,9,9,6,0.03,0.02,52,88,0.6333333333333333,0.6333333333333333,0.0,0.6157703939815375,0.6310332700032057,1.5262876021668204,161,6,21,0.037267080745341616,0.13043478260869565,0.6061537687883072,0.6193805561042212,1.322678731591398,5.657113340063984,-4.130825737897164,0.5,well_estimated,37,0,8.999999999999996 -300,4,4,4,0.013333333333333334,0.013333333333333334,73,88,0.6166666666666667,0.6366666666666667,2.0000000000000018,0.6285311853981049,0.6310094905613892,0.2478305163284289,161,17,21,0.10559006211180125,0.13043478260869565,0.6175981745765639,0.618978371111414,0.13801965348501088,5.754989109015933,-5.507158592687505,0.75,well_estimated,37,0,8.999999999999996 -300,6,6,6,0.02,0.02,88,88,0.6333333333333333,0.6333333333333333,0.0,0.6310332700032057,0.6310332700032057,0.0,161,21,21,0.13043478260869565,0.13043478260869565,0.6193805561042212,0.6193805561042212,0.0,5.7459095711309525,-5.7459095711309525,1.0,well_estimated,37,0,8.999999999999996 -300,0,0,0,0.0,0.0,0,89,0.49666666666666665,0.57,7.33333333333333,0.5156548048919641,0.602628846671181,8.697404177921687,149,0,21,0.0,0.14093959731543623,0.5148825815121646,0.5898697973570852,7.498721584492063,5.926669755672929,2.7707344222487578,0.0,well_estimated,37,1,8.999999999999996 -300,8,8,8,0.02666666666666667,0.02666666666666667,31,95,0.5366666666666666,0.5833333333333334,4.666666666666675,0.5624213088130036,0.608416444751216,4.599513593821247,149,7,21,0.04697986577181208,0.14093959731543623,0.5586408117312106,0.5949115314186539,3.627071968744333,6.079907074113094,-1.4803934802918466,0.25,well_estimated,37,1,8.999999999999996 -300,16,16,16,0.05333333333333334,0.05333333333333334,61,98,0.5666666666666667,0.5866666666666667,2.0000000000000018,0.595273756618782,0.6121935556921492,1.6919799073367159,149,11,22,0.0738255033557047,0.1476510067114094,0.5842185757221378,0.598049772623994,1.383119690185619,6.308920764900764,-4.616940857564048,0.5,well_estimated,37,1,8.999999999999996 -300,24,24,24,0.08,0.08,87,101,0.6,0.5966666666666667,-0.33333333333332993,0.6114573928161231,0.6143360107901439,0.28786179740207807,149,17,23,0.11409395973154363,0.15436241610738255,0.5966061517370514,0.5992576518051074,0.2651500068055923,6.420032303975265,-6.132170506573187,0.75,well_estimated,37,1,8.999999999999996 -300,32,32,32,0.10666666666666667,0.10666666666666667,106,106,0.59,0.59,0.0,0.6151365857794392,0.6151365857794392,0.0,149,26,26,0.174496644295302,0.174496644295302,0.5989086944375157,0.5989086944375157,0.0,6.456695813372596,-6.456695813372596,1.0,well_estimated,37,1,8.999999999999996 -300,0,0,0,0.0,0.0,0,95,0.51,0.5466666666666666,3.6666666666666625,0.5252468768358509,0.6163073881521048,9.106051131625392,153,0,26,0.0,0.16993464052287582,0.52207655833947,0.6012513131683377,7.917475482886771,5.7685523650463155,3.3374987665790767,0.0,well_estimated,37,2,8.999999999999996 -300,4,4,4,0.013333333333333334,0.013333333333333334,37,99,0.5166666666666667,0.55,3.3333333333333326,0.5696780092348895,0.6187020739403146,4.902406470542509,153,11,27,0.0718954248366013,0.17647058823529413,0.5627431417600671,0.6028586433159758,4.011550155590871,5.9758251857929,-1.0734187152503907,0.25,well_estimated,37,2,8.999999999999996 -300,15,15,15,0.05,0.05,74,103,0.5533333333333333,0.5566666666666666,0.33333333333332993,0.6083744476114038,0.6233324548523906,1.4958007240986837,153,18,28,0.11764705882352941,0.1830065359477124,0.5968829855103706,0.605753758354502,0.8870772844131403,6.347360491235868,-4.851559767137184,0.5,well_estimated,37,2,8.999999999999996 -300,26,26,26,0.08666666666666667,0.08666666666666667,96,103,0.5533333333333333,0.5566666666666666,0.33333333333332993,0.62348581463569,0.6257000081058254,0.2214193470135406,153,25,27,0.16339869281045752,0.17647058823529413,0.608666557213826,0.6087002952628372,0.0033738049011189375,6.424745450077815,-6.203326103064274,0.75,well_estimated,37,2,8.999999999999996 -300,26,26,26,0.08666666666666667,0.08666666666666667,103,103,0.5566666666666666,0.5566666666666666,0.0,0.6257000081058254,0.6257000081058254,0.0,153,27,27,0.17647058823529413,0.17647058823529413,0.6087002952628372,0.6087002952628372,0.0,6.430253799905443,-6.430253799905443,1.0,well_estimated,37,2,8.999999999999996 -300,0,0,0,0.0,0.0,0,84,0.53,0.6466666666666666,11.666666666666659,0.5265620101818171,0.6217197805762771,9.515777039445993,159,0,16,0.0,0.10062893081761007,0.5204632249503806,0.6064367373109817,8.597351236060113,5.694764557303941,3.821012482142052,0.0,well_estimated,37,3,8.999999999999996 -300,8,8,8,0.02666666666666667,0.02666666666666667,30,85,0.5833333333333334,0.6533333333333333,6.999999999999995,0.5744103554764176,0.6269028301381538,5.249247466173623,159,3,17,0.018867924528301886,0.1069182389937107,0.5661899031120239,0.6100859563355324,4.389605322350853,5.9907643341397465,-0.7415168679661237,0.25,well_estimated,37,3,8.999999999999996 -300,20,20,20,0.06666666666666667,0.06666666666666667,61,90,0.6633333333333333,0.66,-0.33333333333332993,0.614051018427731,0.6315638440748896,1.7512825647158614,159,4,17,0.025157232704402517,0.1069182389937107,0.6026457291695791,0.6142128469200561,1.1567117750476918,6.098119532323653,-4.346836967607792,0.5,well_estimated,37,3,8.999999999999996 -300,27,27,27,0.09,0.09,83,93,0.66,0.66,0.0,0.63045818324277,0.6328532775229118,0.23950942801417296,159,14,17,0.0880503144654088,0.1069182389937107,0.6151511763104974,0.6156852530230533,0.05340767125558976,6.237889484212931,-5.998380056198759,0.75,well_estimated,37,3,8.999999999999996 -300,30,30,30,0.1,0.1,95,95,0.6633333333333333,0.6633333333333333,0.0,0.633106655913585,0.633106655913585,0.0,159,18,18,0.11320754716981132,0.11320754716981132,0.6158839142024634,0.6158839142024634,0.0,6.300878097135127,-6.300878097135127,1.0,well_estimated,37,3,8.999999999999996 -300,0,0,0,0.0,0.0,0,80,0.5733333333333334,0.6133333333333333,3.9999999999999925,0.5401836862468612,0.6157867783361405,7.560309208927929,172,0,23,0.0,0.13372093023255813,0.5443252055850514,0.6199443054094255,7.56190998243741,3.4657954400490194,4.09451376887891,0.0,well_estimated,38,0,8.750000000000002 -300,3,3,3,0.01,0.01,28,78,0.6233333333333333,0.6166666666666667,-0.6666666666666599,0.5831895907470676,0.6175826071946735,3.439301644760595,172,4,23,0.023255813953488372,0.13372093023255813,0.5875350748227686,0.6223506922039076,3.481561738113903,3.635233745117086,-0.1959321003564911,0.25,well_estimated,38,0,8.750000000000002 -300,11,11,11,0.03666666666666667,0.03666666666666667,51,82,0.6333333333333333,0.61,-2.3333333333333317,0.6080952175286137,0.6201089623864511,1.201374485783735,172,11,24,0.06395348837209303,0.13953488372093023,0.6126896577838911,0.6239703965920044,1.128073880811331,3.779809382566426,-2.578434896782691,0.5,well_estimated,38,0,8.750000000000002 -300,12,12,12,0.04,0.04,71,81,0.6166666666666667,0.6133333333333333,-0.33333333333334103,0.6180654597046803,0.6201985245909633,0.21330648862829538,172,20,23,0.11627906976744186,0.13372093023255813,0.6217024399868681,0.6239013912700128,0.21989512831446234,3.7977005711739413,-3.584394082545646,0.75,well_estimated,38,0,8.750000000000002 -300,18,18,18,0.06,0.06,85,85,0.6133333333333333,0.6133333333333333,0.0,0.6205341833742202,0.6205341833742202,0.0,172,24,24,0.13953488372093023,0.13953488372093023,0.6233005891171821,0.6233005891171821,0.0,3.8815755548543156,-3.8815755548543156,1.0,well_estimated,38,0,8.750000000000002 -300,0,0,0,0.0,0.0,0,92,0.54,0.6166666666666667,7.666666666666666,0.5247483269142315,0.600966488227487,7.621816131325554,162,0,20,0.0,0.12345679012345678,0.5285890917044711,0.6069239209166671,7.833482921219604,3.5884306523051164,4.0333854790204375,0.0,well_estimated,38,1,8.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,34,90,0.61,0.64,3.0000000000000027,0.568282047949964,0.6057438645005951,3.746181655063119,162,2,18,0.012345679012345678,0.1111111111111111,0.5729272851459168,0.6106235441509006,3.7696259004983745,3.8524101123707,-0.10622845730758135,0.25,well_estimated,38,1,8.750000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,65,90,0.6266666666666667,0.65,2.3333333333333317,0.5978437949886919,0.6076590970501041,0.9815302061412234,162,11,18,0.06790123456790123,0.1111111111111111,0.6025965708046134,0.6124172668684507,0.9820696063837286,3.9525935778159194,-2.971063371674696,0.5,well_estimated,38,1,8.750000000000002 -300,21,21,21,0.07,0.07,82,92,0.6566666666666666,0.6533333333333333,-0.33333333333332993,0.6073128160396417,0.6086208016147168,0.13079855750750546,162,14,20,0.08641975308641975,0.12345679012345678,0.6114142479165388,0.6128855473359761,0.14712994194373552,4.00348313348632,-3.8726845759788144,0.75,well_estimated,38,1,8.750000000000002 -300,22,22,22,0.07333333333333333,0.07333333333333333,91,91,0.65,0.65,0.0,0.6086729168574359,0.6086729168574359,0.0,162,20,20,0.12345679012345678,0.12345679012345678,0.6127276400276975,0.6127276400276975,0.0,3.9951069349497415,-3.9951069349497415,1.0,well_estimated,38,1,8.750000000000002 -300,0,0,0,0.0,0.0,0,85,0.5166666666666667,0.6166666666666667,9.999999999999998,0.5338257410447822,0.6100354844651198,7.62097434203376,155,0,14,0.0,0.09032258064516129,0.5383381793465761,0.6149378027803741,7.6599623433798,3.4982731382745462,4.122701203759213,0.0,well_estimated,38,2,8.750000000000002 -300,6,6,6,0.02,0.02,31,91,0.56,0.6166666666666667,5.666666666666664,0.5704199571615752,0.616444049947617,4.60240927860418,155,3,16,0.01935483870967742,0.1032258064516129,0.5750280075792692,0.6227561470192212,4.772813943995202,3.6693498765599712,0.9330594020442091,0.25,well_estimated,38,2,8.750000000000002 -300,15,15,15,0.05,0.05,65,96,0.6033333333333334,0.6133333333333333,0.9999999999999898,0.6068508436684805,0.62140478422457,1.4553940556089495,155,10,17,0.06451612903225806,0.10967741935483871,0.6138030008878458,0.6277481853440295,1.3945184456183757,3.9332744102541333,-2.4778803546451837,0.5,well_estimated,38,2,8.750000000000002 -300,22,22,22,0.07333333333333333,0.07333333333333333,91,96,0.6233333333333333,0.6133333333333333,-1.0000000000000009,0.6211265885510567,0.62253792637981,0.14113378287532452,155,15,18,0.0967741935483871,0.11612903225806452,0.6286632665815053,0.6284189723132558,-0.024429426824945644,3.959081383013558,-3.8179476001382335,0.75,well_estimated,38,2,8.750000000000002 -300,28,28,28,0.09333333333333334,0.09333333333333334,100,100,0.61,0.61,0.0,0.6230504215942968,0.6230504215942968,0.0,155,20,20,0.12903225806451613,0.12903225806451613,0.6286869108077615,0.6286869108077615,0.0,3.956893345778661,-3.956893345778661,1.0,well_estimated,38,2,8.750000000000002 -300,0,0,0,0.0,0.0,0,99,0.53,0.59,5.999999999999995,0.5248151172379529,0.6074473257265658,8.263220848861286,159,0,25,0.0,0.15723270440251572,0.5301738900648557,0.6106095489943298,8.043565892947413,3.7115032232205865,4.551717625640699,0.0,well_estimated,38,3,8.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,40,96,0.5666666666666667,0.6,3.3333333333333326,0.5757428760563785,0.6122335508095271,3.64906747531486,159,9,25,0.05660377358490566,0.15723270440251572,0.5815992497908561,0.6151374148538711,3.353816506301499,3.9285307899828292,-0.27946331466796925,0.25,well_estimated,38,3,8.750000000000002 -300,11,11,11,0.03666666666666667,0.03666666666666667,67,97,0.5766666666666667,0.6066666666666667,3.0000000000000027,0.6006604615688262,0.612931624474655,1.2271162905828747,159,18,25,0.11320754716981132,0.15723270440251572,0.6062645857098861,0.6160442534772547,0.9779667767368605,3.986815949773658,-2.759699659190783,0.5,well_estimated,38,3,8.750000000000002 -300,12,12,12,0.04,0.04,84,96,0.6033333333333334,0.6066666666666667,0.33333333333332993,0.609535411952157,0.6130724985633068,0.353708661114982,159,21,25,0.1320754716981132,0.15723270440251572,0.6129260431479014,0.6160989646946049,0.31729215467034555,3.9804998207340856,-3.6267911596191036,0.75,well_estimated,38,3,8.750000000000002 -300,12,12,12,0.04,0.04,96,96,0.6066666666666667,0.6066666666666667,0.0,0.6130724985633068,0.6130724985633068,0.0,159,25,25,0.15723270440251572,0.15723270440251572,0.6160989646946049,0.6160989646946049,0.0,4.032793206782743,-4.032793206782743,1.0,well_estimated,38,3,8.750000000000002 -300,0,0,0,0.0,0.0,0,84,0.5666666666666667,0.6433333333333333,7.666666666666666,0.5303917500892884,0.6073601906412867,7.696844055199826,170,0,23,0.0,0.13529411764705881,0.5357519050167981,0.6076017847732189,7.184987975642077,4.404401850824073,3.292442204375752,0.0,well_estimated,39,0,8.750000000000002 -300,6,6,6,0.02,0.02,21,87,0.5966666666666667,0.6366666666666667,4.0000000000000036,0.5634329672006925,0.6105395412751069,4.710657407441444,170,4,26,0.023529411764705882,0.15294117647058825,0.5674149001671008,0.6111253323275605,4.371043216045967,4.527700215763673,0.18295719167777058,0.25,well_estimated,39,0,8.750000000000002 -300,12,12,12,0.04,0.04,48,87,0.6466666666666666,0.6466666666666666,0.0,0.596087757304831,0.6123586159092416,1.6270858604410576,170,8,25,0.047058823529411764,0.14705882352941177,0.5978295241608432,0.613177575915714,1.534805175487075,4.6624094559650535,-3.035323595523996,0.5,well_estimated,39,0,8.750000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,70,86,0.6433333333333333,0.6433333333333333,0.0,0.6097898468953464,0.6127938088605691,0.3003961965222679,170,18,25,0.10588235294117647,0.14705882352941177,0.6104709437552452,0.6133435787499867,0.2872634994741441,4.708862198918331,-4.408466002396063,0.75,well_estimated,39,0,8.750000000000002 -300,21,21,21,0.07,0.07,88,88,0.6333333333333333,0.6333333333333333,0.0,0.6130578280130217,0.6130578280130217,0.0,170,27,27,0.1588235294117647,0.1588235294117647,0.612847853858815,0.612847853858815,0.0,4.697684333946581,-4.697684333946581,1.0,well_estimated,39,0,8.750000000000002 -300,0,0,0,0.0,0.0,0,88,0.51,0.6066666666666667,9.666666666666668,0.5234552783525569,0.6026984994895668,7.924322113700988,153,0,17,0.0,0.1111111111111111,0.5269126453905058,0.6015345209639353,7.462187557342959,4.545773095587854,3.3785490181131346,0.0,well_estimated,39,1,8.750000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,28,90,0.5566666666666666,0.61,5.333333333333334,0.5608653981367626,0.6072302409263713,4.636484278960873,153,2,18,0.013071895424836602,0.11764705882352941,0.5642458126666211,0.6055644771622961,4.1318664495675,4.709141632521209,-0.07265735356033609,0.25,well_estimated,39,1,8.750000000000002 -300,11,11,11,0.03666666666666667,0.03666666666666667,62,89,0.59,0.6033333333333334,1.333333333333342,0.5973149004509957,0.6086972998533834,1.1382399402387722,153,12,18,0.0784313725490196,0.11764705882352941,0.597461548929851,0.6066815694139325,0.9220020484081437,4.85395643464078,-3.7157164944020082,0.5,well_estimated,39,1,8.750000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,79,90,0.6,0.6066666666666667,0.666666666666671,0.606889278203552,0.6094717707668351,0.2582492563283134,153,15,18,0.09803921568627451,0.11764705882352941,0.6051735524623522,0.6074168376796806,0.22432852173284168,4.924825346775735,-4.666576090447421,0.75,well_estimated,39,1,8.750000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,91,91,0.6,0.6,0.0,0.6096976839719727,0.6096976839719727,0.0,153,20,20,0.13071895424836602,0.13071895424836602,0.606723085270402,0.606723085270402,0.0,4.9400864330302525,-4.9400864330302525,1.0,well_estimated,39,1,8.750000000000002 -300,0,0,0,0.0,0.0,0,84,0.5333333333333333,0.6,6.666666666666665,0.5223271583525022,0.6102517778131784,8.79246194606762,160,0,23,0.0,0.14375,0.5252351661156507,0.610240255614417,8.500508949876629,4.329048761001141,4.463413185066479,0.0,well_estimated,39,2,8.750000000000002 -300,6,6,6,0.02,0.02,29,88,0.5766666666666667,0.6,2.3333333333333317,0.5678692104248144,0.6137632009805759,4.589399055576148,160,6,24,0.0375,0.15,0.5690180256020233,0.6134935909406783,4.447556533865504,4.442716851189008,0.1466822043871403,0.25,well_estimated,39,2,8.750000000000002 -300,13,13,13,0.043333333333333335,0.043333333333333335,61,91,0.6233333333333333,0.59,-3.3333333333333326,0.6039349485726011,0.6155722882807195,1.1637339708118422,160,9,27,0.05625,0.16875,0.6045542398358237,0.6146697251484049,1.0115485312581218,4.60324640342888,-3.439512432617038,0.5,well_estimated,39,2,8.750000000000002 -300,15,15,15,0.05,0.05,82,91,0.6066666666666667,0.5933333333333334,-1.3333333333333308,0.6143829584905544,0.6158008941088527,0.14179356182983938,160,21,27,0.13125,0.16875,0.6134150276627981,0.6145950937322839,0.11800660694858411,4.625124199474123,-4.483330637644284,0.75,well_estimated,39,2,8.750000000000002 -300,21,21,21,0.07,0.07,95,95,0.6,0.6,0.0,0.6162829746521703,0.6162829746521703,0.0,160,28,28,0.175,0.175,0.6145884959536408,0.6145884959536408,0.0,4.665281848484929,-4.665281848484929,1.0,well_estimated,39,2,8.750000000000002 -300,0,0,0,0.0,0.0,0,94,0.49333333333333335,0.56,6.6666666666666705,0.5087966977894467,0.592461953972231,8.36652561827843,148,0,22,0.0,0.14864864864864866,0.5105560274125045,0.5906236576702943,8.006763025778984,4.313355119434532,4.053170498843898,0.0,well_estimated,39,3,8.750000000000002 -300,3,3,3,0.01,0.01,28,94,0.5133333333333333,0.5566666666666666,4.333333333333334,0.5433430000655022,0.5944502138418841,5.110721377638194,148,4,22,0.02702702702702703,0.14864864864864866,0.5435751615992097,0.591831618795242,4.825645719603234,4.406256251210631,0.7044651264275634,0.25,well_estimated,39,3,8.750000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,55,92,0.5333333333333333,0.5533333333333333,2.0000000000000018,0.5797289061722135,0.5969602119730338,1.723130580082033,148,11,22,0.07432432432432433,0.14864864864864866,0.5788123444227008,0.5938270306999299,1.5014686277229128,4.571106766492587,-2.847976186410554,0.5,well_estimated,39,3,8.750000000000002 -300,20,20,20,0.06666666666666667,0.06666666666666667,82,96,0.5333333333333333,0.55,1.6666666666666718,0.5982530812595851,0.6008436480686291,0.2590566809044015,148,21,23,0.14189189189189189,0.1554054054054054,0.5958186635660024,0.5959367728293,0.011810926329758331,4.686350742869692,-4.4272940619652905,0.75,well_estimated,39,3,8.750000000000002 -300,34,34,34,0.11333333333333333,0.11333333333333333,103,103,0.5366666666666666,0.5366666666666666,0.0,0.6020390540532946,0.6020390540532946,0.0,148,26,26,0.17567567567567569,0.17567567567567569,0.5977680086708012,0.5977680086708012,0.0,4.782833387229796,-4.782833387229796,1.0,well_estimated,39,3,8.750000000000002 -300,0,0,0,0.0,0.0,0,94,0.5466666666666666,0.65,10.33333333333334,0.5299151493667144,0.6134164544491585,8.350130508244414,164,0,18,0.0,0.10975609756097561,0.5248418338599609,0.6026117320355607,7.776989817559987,4.417064341255596,3.9330661669888176,0.0,well_estimated,40,0,7.899999999999996 -300,4,4,4,0.013333333333333334,0.013333333333333334,31,94,0.6,0.6366666666666667,3.6666666666666736,0.5725454266328499,0.6150951033557326,4.254967672288268,164,4,18,0.024390243902439025,0.10975609756097561,0.564884027453911,0.6045297024036497,3.9645674949738696,4.5954198102256045,-0.3404521379373362,0.25,well_estimated,40,0,7.899999999999996 -300,6,6,6,0.02,0.02,53,91,0.6266666666666667,0.6366666666666667,1.0000000000000009,0.5994563954270823,0.6156243608377512,1.6167965410668894,164,7,17,0.042682926829268296,0.10365853658536585,0.5906351869161548,0.6047862880224641,1.415110110630935,4.66345702895274,-3.0466604878858505,0.5,well_estimated,40,0,7.899999999999996 -300,14,14,14,0.04666666666666667,0.04666666666666667,75,94,0.64,0.64,0.0,0.6140856686594248,0.616780754175115,0.26950855156901987,164,13,17,0.07926829268292683,0.10365853658536585,0.6039193960505076,0.605333033265767,0.14136372152594445,4.7225713990537965,-4.453062847484777,0.75,well_estimated,40,0,7.899999999999996 -300,21,21,21,0.07,0.07,89,89,0.6366666666666667,0.6366666666666667,0.0,0.6171743547699736,0.6171743547699736,0.0,164,16,16,0.0975609756097561,0.0975609756097561,0.6061502121717096,0.6061502121717096,0.0,4.797517767918673,-4.797517767918673,1.0,well_estimated,40,0,7.899999999999996 -300,0,0,0,0.0,0.0,0,81,0.5933333333333334,0.6433333333333333,4.999999999999993,0.5511287742251104,0.6307721059153066,7.964333169019621,178,0,24,0.0,0.1348314606741573,0.5439355772061729,0.6173429308972982,7.340735369112528,4.893747311255484,3.0705858577641374,0.0,well_estimated,40,1,7.899999999999996 -300,8,8,8,0.02666666666666667,0.02666666666666667,24,83,0.6266666666666667,0.65,2.3333333333333317,0.5874230478238188,0.6342748267189942,4.685177889517533,178,5,25,0.028089887640449437,0.1404494382022472,0.5781262354396358,0.6193832547091368,4.125701926950098,5.089173906712814,-0.403996017195281,0.25,well_estimated,40,1,7.899999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,50,83,0.6533333333333333,0.65,-0.33333333333332993,0.6206139172991811,0.6340146159823982,1.3400698683217027,178,12,25,0.06741573033707865,0.1404494382022472,0.6083783932185814,0.6193130983863476,1.0934705167766179,5.209323822868498,-3.8692539545467954,0.5,well_estimated,40,1,7.899999999999996 -300,13,13,13,0.043333333333333335,0.043333333333333335,71,81,0.6566666666666666,0.6633333333333333,0.666666666666671,0.6330980371226632,0.6353476614337262,0.22496243110630143,178,20,22,0.11235955056179775,0.12359550561797752,0.6191428729243735,0.621036659849592,0.18937869252184658,5.228822772626539,-5.003860341520237,0.75,well_estimated,40,1,7.899999999999996 -300,18,18,18,0.06,0.06,86,86,0.66,0.66,0.0,0.635673284861543,0.635673284861543,0.0,178,24,24,0.1348314606741573,0.1348314606741573,0.6207730336223873,0.6207730336223873,0.0,5.29242082739962,-5.29242082739962,1.0,well_estimated,40,1,7.899999999999996 -300,0,0,0,0.0,0.0,0,81,0.5566666666666666,0.61,5.333333333333334,0.5498919559035248,0.6276356647624957,7.774370885897087,167,0,17,0.0,0.10179640718562874,0.5446214459330624,0.6159182726730198,7.129682673995741,4.643208409649922,3.131162476247164,0.0,well_estimated,40,2,7.899999999999996 -300,6,6,6,0.02,0.02,28,85,0.5866666666666667,0.6133333333333333,2.6666666666666616,0.5915682146461249,0.6292113535174967,3.764313887137183,167,6,18,0.03592814371257485,0.10778443113772455,0.5841355102676801,0.6171065600762922,3.2971049808612096,4.74690682191115,-0.982592934773967,0.25,well_estimated,40,2,7.899999999999996 -300,4,4,4,0.013333333333333334,0.013333333333333334,56,82,0.6133333333333333,0.6133333333333333,0.0,0.6179465619965893,0.6289705532270469,1.1023991230457608,167,10,17,0.059880239520958084,0.10179640718562874,0.6087155676119013,0.6173114876876196,0.85959200757183,4.8388017035356,-3.736402580489839,0.5,well_estimated,40,2,7.899999999999996 -300,6,6,6,0.02,0.02,71,85,0.6166666666666667,0.6133333333333333,-0.33333333333334103,0.6265157036484319,0.6292113535174967,0.2695649869064787,167,13,18,0.07784431137724551,0.10778443113772455,0.6153492693342856,0.6171065600762922,0.17572907420065897,4.852118457380575,-4.582553470474096,0.75,well_estimated,40,2,7.899999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,84,84,0.6133333333333333,0.6133333333333333,0.0,0.6292157314812883,0.6292157314812883,0.0,167,18,18,0.10778443113772455,0.10778443113772455,0.6172962023419853,0.6172962023419853,0.0,4.862878018312652,-4.862878018312652,1.0,well_estimated,40,2,7.899999999999996 -300,0,0,0,0.0,0.0,0,93,0.52,0.5833333333333334,6.333333333333336,0.5189458103304619,0.6172344759053989,9.828866557493699,156,0,26,0.0,0.16666666666666666,0.517311615870187,0.6018085004491406,8.449688457895355,4.884030072669774,4.944836484823925,0.0,well_estimated,40,3,7.899999999999996 -300,8,8,8,0.02666666666666667,0.02666666666666667,38,97,0.5833333333333334,0.6033333333333334,2.0000000000000018,0.5720991627514331,0.6240766678124663,5.197750506103316,156,5,24,0.03205128205128205,0.15384615384615385,0.5665626244623837,0.6096831869219405,4.3120562459556755,5.070020421120882,0.1277300849824341,0.25,well_estimated,40,3,7.899999999999996 -300,15,15,15,0.05,0.05,73,102,0.61,0.6033333333333334,-0.6666666666666599,0.6162054138056049,0.6272837695476434,1.1078355742038526,156,14,25,0.08974358974358974,0.16025641025641027,0.604860469958953,0.6128214392642929,0.7960969305339849,5.262658191433312,-4.15482261722946,0.5,well_estimated,40,3,7.899999999999996 -300,22,22,22,0.07333333333333333,0.07333333333333333,92,101,0.6033333333333334,0.6033333333333334,0.0,0.6265461830260506,0.6289321162755778,0.23859332495271834,156,22,25,0.14102564102564102,0.16025641025641027,0.6138506377615448,0.6150184863442208,0.11678485826760454,5.290247829758787,-5.051654504806068,0.75,well_estimated,40,3,7.899999999999996 -300,28,28,28,0.09333333333333334,0.09333333333333334,102,102,0.6033333333333334,0.6033333333333334,0.0,0.6293459241601498,0.6293459241601498,0.0,156,26,26,0.16666666666666666,0.16666666666666666,0.6157936071833965,0.6157936071833965,0.0,5.2880892957909005,-5.2880892957909005,1.0,well_estimated,40,3,7.899999999999996 -300,0,0,0,0.0,0.0,0,92,0.55,0.61,5.999999999999995,0.5274817759247431,0.613994285806099,8.651250988135594,165,0,27,0.0,0.16363636363636364,0.5272564956153252,0.6155995729261529,8.834307731082768,4.5105132735435145,4.140737714592079,0.0,well_estimated,41,0,8.699999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,33,90,0.5866666666666667,0.6166666666666667,3.0000000000000027,0.5718817975804891,0.6170547264328815,4.517292885239243,165,8,26,0.048484848484848485,0.15757575757575756,0.570317249712279,0.6176048812648679,4.728763155258886,4.595349509478312,-0.07805662423906856,0.25,well_estimated,41,0,8.699999999999996 -300,15,15,15,0.05,0.05,62,90,0.6333333333333333,0.63,-0.33333333333332993,0.6066159394886248,0.6184659333007361,1.184999381211127,165,13,24,0.07878787878787878,0.14545454545454545,0.6062759246865578,0.6187897461751451,1.2513821488587373,4.639768570283413,-3.4547691890722856,0.5,well_estimated,41,0,8.699999999999996 -300,17,17,17,0.056666666666666664,0.056666666666666664,77,91,0.6433333333333333,0.63,-1.3333333333333308,0.6165286335673361,0.6185785238395455,0.20498902722093648,165,18,24,0.10909090909090909,0.14545454545454545,0.6169857977310226,0.6185821066005902,0.15963088695676309,4.620926890978724,-4.415937863757788,0.75,well_estimated,41,0,8.699999999999996 -300,19,19,19,0.06333333333333334,0.06333333333333334,91,91,0.6366666666666667,0.6366666666666667,0.0,0.6186128812801986,0.6186128812801986,0.0,165,23,23,0.1393939393939394,0.1393939393939394,0.6184448722517143,0.6184448722517143,0.0,4.567360174162562,-4.567360174162562,1.0,well_estimated,41,0,8.699999999999996 -300,0,0,0,0.0,0.0,0,89,0.5033333333333333,0.5966666666666667,9.333333333333337,0.5222597004755627,0.6072297258856243,8.497002541006161,151,0,22,0.0,0.1456953642384106,0.5226607987354736,0.6104874137692274,8.782661503375389,4.68619147502249,3.810811065983671,0.0,well_estimated,41,1,8.699999999999996 -300,11,11,11,0.03666666666666667,0.03666666666666667,35,89,0.5466666666666666,0.5933333333333334,4.666666666666675,0.5732394342675258,0.6142387235032617,4.099928923573593,151,8,22,0.052980132450331126,0.1456953642384106,0.57352051839541,0.6153891323837831,4.186861398837316,4.794867852149746,-0.6949389285761534,0.25,well_estimated,41,1,8.699999999999996 -300,12,12,12,0.04,0.04,61,89,0.59,0.5966666666666667,0.666666666666671,0.6025628987782943,0.6146108074062246,1.204790862793037,151,11,22,0.0728476821192053,0.1456953642384106,0.6025153003158052,0.6154468836355244,1.2931583319719109,4.875957069976244,-3.671166207183207,0.5,well_estimated,41,1,8.699999999999996 -300,17,17,17,0.056666666666666664,0.056666666666666664,80,90,0.6133333333333333,0.61,-0.33333333333332993,0.6148949606274421,0.6160253857800818,0.11304251526397247,151,16,20,0.10596026490066225,0.13245033112582782,0.6145514989207947,0.6165035475133376,0.19520485925428321,4.8820339503827626,-4.7689914351187905,0.75,well_estimated,41,1,8.699999999999996 -300,24,24,24,0.08,0.08,92,92,0.6,0.6,0.0,0.616800996597029,0.616800996597029,0.0,151,22,22,0.1456953642384106,0.1456953642384106,0.6154007291773597,0.6154007291773597,0.0,4.867115252186488,-4.867115252186488,1.0,well_estimated,41,1,8.699999999999996 -300,0,0,0,0.0,0.0,0,92,0.53,0.66,13.0,0.524310793822905,0.5945531657004847,7.024237187757965,159,0,19,0.0,0.11949685534591195,0.5254133782315408,0.5983684159122762,7.295503768073541,4.48750650939518,2.536730678362785,0.0,well_estimated,41,2,8.699999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,27,91,0.57,0.6766666666666666,10.666666666666668,0.5570131617333178,0.5967106731012126,3.969751136789479,159,5,16,0.031446540880503145,0.10062893081761007,0.5587108344112998,0.6001853136441015,4.147447923280179,4.539419326248324,-0.5696681894588451,0.25,well_estimated,41,2,8.699999999999996 -300,11,11,11,0.03666666666666667,0.03666666666666667,57,92,0.6233333333333333,0.6666666666666666,4.333333333333334,0.5844327950087823,0.5973478250064187,1.2915029997636385,159,10,18,0.06289308176100629,0.11320754716981132,0.5858304942553391,0.6006117776623238,1.4781283406984702,4.5739291495720265,-3.282426149808388,0.5,well_estimated,41,2,8.699999999999996 -300,21,21,21,0.07,0.07,79,90,0.6566666666666666,0.6533333333333333,-0.33333333333332993,0.5956731553179663,0.5978761442703932,0.22029889524268764,159,14,18,0.0880503144654088,0.11320754716981132,0.5985723356793867,0.6001361005096616,0.1563764830274872,4.594736483347353,-4.374437588104666,0.75,well_estimated,41,2,8.699999999999996 -300,21,21,21,0.07,0.07,90,90,0.6533333333333333,0.6533333333333333,0.0,0.5978761442703932,0.5978761442703932,0.0,159,18,18,0.11320754716981132,0.11320754716981132,0.6001361005096616,0.6001361005096616,0.0,4.567254749188343,-4.567254749188343,1.0,well_estimated,41,2,8.699999999999996 -300,0,0,0,0.0,0.0,0,77,0.5433333333333333,0.6233333333333333,7.9999999999999964,0.529366001987246,0.5939406238361623,6.457462184891627,163,0,16,0.0,0.09815950920245399,0.5290152206319698,0.5972285079690336,6.821328733706378,4.991442507059176,1.4660196778324508,0.0,well_estimated,41,3,8.699999999999996 -300,5,5,5,0.016666666666666666,0.016666666666666666,24,80,0.5633333333333334,0.62,5.666666666666664,0.5590212546501147,0.596572769339566,3.7551514689451393,163,6,18,0.03680981595092025,0.11042944785276074,0.5589289482239705,0.5995831212682939,4.065417304432339,5.1191409120930755,-1.3639894431479362,0.25,well_estimated,41,3,8.699999999999996 -300,7,7,7,0.023333333333333334,0.023333333333333334,46,82,0.5866666666666667,0.62,3.3333333333333326,0.5790990867598165,0.5972745041700769,1.8175417410260408,163,10,19,0.06134969325153374,0.1165644171779141,0.5796579282559303,0.5997487804805786,2.0090852224648237,5.2587399189716875,-3.4411981779456466,0.5,well_estimated,41,3,8.699999999999996 -300,15,15,15,0.05,0.05,75,86,0.6166666666666667,0.63,1.3333333333333308,0.5965852321630251,0.5987242485921221,0.21390164290970848,163,16,18,0.09815950920245399,0.11042944785276074,0.5982035877377597,0.6012070155834802,0.30034278457204966,5.337564594548998,-5.1236629516392895,0.75,well_estimated,41,3,8.699999999999996 -300,19,19,19,0.06333333333333334,0.06333333333333334,87,87,0.6233333333333333,0.6233333333333333,0.0,0.5989425153293875,0.5989425153293875,0.0,163,19,19,0.1165644171779141,0.1165644171779141,0.601057137713097,0.601057137713097,0.0,5.29909389356862,-5.29909389356862,1.0,well_estimated,41,3,8.699999999999996 -300,0,0,0,0.0,0.0,0,88,0.5566666666666666,0.6633333333333333,10.666666666666668,0.5480901401201302,0.6275194561247885,7.94293160046583,167,0,18,0.0,0.10778443113772455,0.5440631366855068,0.6196141789477349,7.5551042262228085,4.442730198551156,3.5002014019146737,0.0,well_estimated,42,0,8.900000000000007 -300,5,5,5,0.016666666666666666,0.016666666666666666,33,91,0.6166666666666667,0.6633333333333333,4.666666666666663,0.5933935341083334,0.6291852649165558,3.57917308082224,167,4,20,0.023952095808383235,0.11976047904191617,0.5858721133628401,0.6216810410315334,3.580892766869337,4.6327133042042155,-1.0535402233819755,0.25,well_estimated,42,0,8.900000000000007 -300,11,11,11,0.03666666666666667,0.03666666666666667,51,91,0.6333333333333333,0.6533333333333333,2.0000000000000018,0.6135984491794382,0.6301746564755871,1.6576207296148948,167,9,21,0.05389221556886228,0.12574850299401197,0.6060369787462679,0.6233823123673781,1.7345333621110126,4.725974456080273,-3.068353726465378,0.5,well_estimated,42,0,8.900000000000007 -300,13,13,13,0.043333333333333335,0.043333333333333335,71,93,0.6566666666666666,0.66,0.33333333333334103,0.6265330215078817,0.6303928654495262,0.3859843941644514,167,13,21,0.07784431137724551,0.12574850299401197,0.6193851208318715,0.624350047997531,0.49649271656595495,4.675811485431826,-4.289827091267375,0.75,well_estimated,42,0,8.900000000000007 -300,17,17,17,0.056666666666666664,0.056666666666666664,94,94,0.6633333333333333,0.6633333333333333,0.0,0.6305229092301174,0.6305229092301174,0.0,167,21,21,0.12574850299401197,0.12574850299401197,0.6244203950129184,0.6244203950129184,0.0,4.680067374383457,-4.680067374383457,1.0,well_estimated,42,0,8.900000000000007 -300,0,0,0,0.0,0.0,0,84,0.5433333333333333,0.64,9.666666666666668,0.5278679488379627,0.6060620258434154,7.819407700545266,163,0,16,0.0,0.09815950920245399,0.5253210610115598,0.6042484399893533,7.8927378977793445,4.574107857659374,3.245299842885892,0.0,well_estimated,42,1,8.900000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,35,87,0.58,0.6333333333333333,5.333333333333334,0.5725937948597221,0.6084870627990213,3.5893267939299256,163,5,16,0.03067484662576687,0.09815950920245399,0.5691268686195912,0.6060923932885123,3.6965524668921113,4.802854565421029,-1.2135277714911035,0.25,well_estimated,42,1,8.900000000000007 -300,8,8,8,0.02666666666666667,0.02666666666666667,58,87,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5971666152705988,0.6084870627990213,1.132044752842254,163,10,16,0.06134969325153374,0.09815950920245399,0.5949106377500747,0.6060923932885123,1.1181755538437588,4.88436206212694,-3.7523173092846864,0.5,well_estimated,42,1,8.900000000000007 -300,12,12,12,0.04,0.04,74,88,0.63,0.6333333333333333,0.33333333333332993,0.6057264399248271,0.6088387849222071,0.3112344997380001,163,13,17,0.07975460122699386,0.10429447852760736,0.6031950522408094,0.6061419585859956,0.294690634518624,4.983623580943347,-4.672389081205347,0.75,well_estimated,42,1,8.900000000000007 -300,14,14,14,0.04666666666666667,0.04666666666666667,88,88,0.64,0.64,0.0,0.6089203345586963,0.6089203345586963,0.0,163,16,16,0.09815950920245399,0.09815950920245399,0.606507206011406,0.606507206011406,0.0,4.9743197568728945,-4.9743197568728945,1.0,well_estimated,42,1,8.900000000000007 -300,0,0,0,0.0,0.0,0,85,0.5533333333333333,0.61,5.666666666666664,0.5190023405016819,0.6022619026318714,8.325956213018948,166,0,23,0.0,0.13855421686746988,0.514510612324404,0.594278180788226,7.976756846382205,4.480686424581509,3.845269788437439,0.0,well_estimated,42,2,8.900000000000007 -300,3,3,3,0.01,0.01,30,86,0.5966666666666667,0.6066666666666667,1.0000000000000009,0.5629048183025975,0.6047045415492244,4.179972324662684,166,5,23,0.030120481927710843,0.13855421686746988,0.5557047036963907,0.5966543515375632,4.09496478411725,4.536563894618664,-0.35659156995598007,0.25,well_estimated,42,2,8.900000000000007 -300,9,9,9,0.03,0.03,62,88,0.62,0.6066666666666667,-1.3333333333333308,0.5912463766680105,0.6064148215446958,1.5168444876685339,166,12,23,0.07228915662650602,0.13855421686746988,0.5841414131160935,0.5988036419170716,1.4662228800978117,4.594817457767827,-3.0779729700992933,0.5,well_estimated,42,2,8.900000000000007 -300,12,12,12,0.04,0.04,81,90,0.61,0.6066666666666667,-0.33333333333332993,0.605191272271814,0.6068154984291959,0.16242261573818917,166,20,24,0.12048192771084337,0.14457831325301204,0.5974871958101122,0.5991156678916225,0.16284720815102904,4.7403549145386705,-4.577932298800482,0.75,well_estimated,42,2,8.900000000000007 -300,15,15,15,0.05,0.05,91,91,0.6066666666666667,0.6066666666666667,0.0,0.6069703350035061,0.6069703350035061,0.0,166,24,24,0.14457831325301204,0.14457831325301204,0.5991817990202819,0.5991817990202819,0.0,4.792465495870745,-4.792465495870745,1.0,well_estimated,42,2,8.900000000000007 -300,0,0,0,0.0,0.0,0,90,0.5266666666666666,0.5933333333333334,6.666666666666677,0.5141090034397596,0.5901495303467258,7.604052690696617,158,0,22,0.0,0.13924050632911392,0.5105506701284258,0.58765243051056,7.710176038213423,4.425444440479343,3.1786082502172732,0.0,well_estimated,42,3,8.900000000000007 -300,7,7,7,0.023333333333333334,0.023333333333333334,30,90,0.5533333333333333,0.6,4.666666666666663,0.5505600229187544,0.5941141235398734,4.355410062111897,158,7,22,0.04430379746835443,0.13924050632911392,0.5466181015484701,0.5913036055911618,4.468550404269167,4.544244192226813,-0.18883413011491612,0.25,well_estimated,42,3,8.900000000000007 -300,11,11,11,0.03666666666666667,0.03666666666666667,59,92,0.59,0.5866666666666667,-0.33333333333332993,0.5854555135232874,0.5957956333272704,1.0340119803982972,158,11,25,0.06962025316455696,0.15822784810126583,0.5817605058243503,0.592737406219243,1.097690039489263,4.694259963761713,-3.6602479833634156,0.5,well_estimated,42,3,8.900000000000007 -300,22,22,22,0.07333333333333333,0.07333333333333333,83,94,0.6066666666666667,0.6,-0.666666666666671,0.5965541719069369,0.599073185955462,0.2519014048525059,158,17,24,0.10759493670886076,0.1518987341772152,0.5937997842057204,0.5959361379544497,0.2136353748729225,4.751521801318019,-4.499620396465513,0.75,well_estimated,42,3,8.900000000000007 -300,30,30,30,0.1,0.1,99,99,0.59,0.59,0.0,0.5999570783384144,0.5999570783384144,0.0,158,27,27,0.17088607594936708,0.17088607594936708,0.5977053345320245,0.5977053345320245,0.0,4.847286132874892,-4.847286132874892,1.0,well_estimated,42,3,8.900000000000007 -300,0,0,0,0.0,0.0,0,85,0.5433333333333333,0.6066666666666667,6.333333333333336,0.5031863942665022,0.5794202200291387,7.623382576263649,163,0,21,0.0,0.12883435582822086,0.5059460682285407,0.5834022745810359,7.745620635249518,3.830178920479633,3.7932036557840156,0.0,well_estimated,43,0,8.450000000000003 -300,6,6,6,0.02,0.02,29,84,0.5733333333333334,0.62,4.666666666666663,0.5405934941915201,0.5822928083898381,4.169931419831796,163,6,18,0.03680981595092025,0.11042944785276074,0.5438709023638911,0.5869524823731967,4.308158000930562,3.938409389039674,0.2315220307921222,0.25,well_estimated,43,0,8.450000000000003 -300,12,12,12,0.04,0.04,59,89,0.6266666666666667,0.62,-0.666666666666671,0.5751932197032416,0.5844047059622015,0.9211486258959956,163,10,20,0.06134969325153374,0.12269938650306748,0.5790617175397919,0.588755474360258,0.9693756820466137,4.080216236989653,-3.1590676110936573,0.5,well_estimated,43,0,8.450000000000003 -300,19,19,19,0.06333333333333334,0.06333333333333334,78,92,0.62,0.6233333333333333,0.33333333333332993,0.5839456480669049,0.5863085663007855,0.23629182338806842,163,18,22,0.11042944785276074,0.13496932515337423,0.5874826614114393,0.5903965115581694,0.2913850146730068,4.112302181457237,-3.876010358069169,0.75,well_estimated,43,0,8.450000000000003 -300,30,30,30,0.1,0.1,101,101,0.6133333333333333,0.6133333333333333,0.0,0.5874473844634612,0.5874473844634612,0.0,163,27,27,0.1656441717791411,0.1656441717791411,0.5920615304054319,0.5920615304054319,0.0,4.203012056925207,-4.203012056925207,1.0,well_estimated,43,0,8.450000000000003 -300,0,0,0,0.0,0.0,0,77,0.5333333333333333,0.6,6.666666666666665,0.542036050381077,0.6003229715723059,5.828692119122881,160,0,17,0.0,0.10625,0.5462803010599271,0.6091486054002629,6.286830434033586,4.004651240747871,1.8240408783750093,0.0,well_estimated,43,1,8.450000000000003 -300,10,10,10,0.03333333333333333,0.03333333333333333,25,79,0.5666666666666667,0.6066666666666667,4.0000000000000036,0.5701096830800788,0.6059760904063421,3.586640732626334,160,4,18,0.025,0.1125,0.5753997246058672,0.6149137167888775,3.9513992183010327,4.0685528188444975,-0.4819120862181636,0.25,well_estimated,43,1,8.450000000000003 -300,15,15,15,0.05,0.05,47,83,0.5833333333333334,0.6133333333333333,2.9999999999999916,0.5916668346817407,0.6080118673647632,1.6345032683022453,160,9,19,0.05625,0.11875,0.5984066851864795,0.6163251195503815,1.7918434363901947,4.18524292649135,-2.5507396581891046,0.5,well_estimated,43,1,8.450000000000003 -300,21,21,21,0.07,0.07,73,84,0.6233333333333333,0.62,-0.33333333333332993,0.6070785003782376,0.6096306510692351,0.2552150690997457,160,14,18,0.0875,0.1125,0.6156386195974192,0.6179092178527812,0.2270598255362022,4.194752441180043,-3.9395373720802973,0.75,well_estimated,43,1,8.450000000000003 -300,28,28,28,0.09333333333333334,0.09333333333333334,86,86,0.62,0.62,0.0,0.6105268097816511,0.6105268097816511,0.0,160,19,19,0.11875,0.11875,0.6192629031226663,0.6192629031226663,0.0,4.3521347786686935,-4.3521347786686935,1.0,well_estimated,43,1,8.450000000000003 -300,0,0,0,0.0,0.0,0,79,0.59,0.7066666666666667,11.66666666666667,0.5562174881050455,0.6311817935443781,7.496430543933263,177,0,11,0.0,0.062146892655367235,0.5592073150066859,0.638340180046938,7.913286504025219,3.9884294050212383,3.5080011389120247,0.0,well_estimated,43,2,8.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,30,75,0.6366666666666667,0.7133333333333334,7.666666666666666,0.6004005782839795,0.6336633012255467,3.326272294156718,177,3,10,0.01694915254237288,0.05649717514124294,0.6060933820314964,0.6407200659587178,3.4626683927221347,4.067049658027617,-0.7407773638708992,0.25,well_estimated,43,2,8.450000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,52,74,0.68,0.7033333333333334,2.3333333333333317,0.6267330626700389,0.6348590207328765,0.8125958062837557,177,7,10,0.03954802259887006,0.05649717514124294,0.6326351241310739,0.6418874895865503,0.9252365455476363,4.197131680156992,-3.384535873873236,0.5,well_estimated,43,2,8.450000000000003 -300,14,14,14,0.04666666666666667,0.04666666666666667,67,74,0.7033333333333334,0.7033333333333334,0.0,0.6342199486448861,0.6348590207328765,0.0639072087990411,177,8,10,0.04519774011299435,0.05649717514124294,0.6410467518081269,0.6418874895865503,0.08407377784234171,4.191121464940914,-4.1272142561418725,0.75,well_estimated,43,2,8.450000000000003 -300,16,16,16,0.05333333333333334,0.05333333333333334,72,72,0.7033333333333334,0.7033333333333334,0.0,0.6349002785234084,0.6349002785234084,0.0,177,10,10,0.05649717514124294,0.05649717514124294,0.6415932883696462,0.6415932883696462,0.0,4.205209103574912,-4.205209103574912,1.0,well_estimated,43,2,8.450000000000003 -300,0,0,0,0.0,0.0,0,66,0.53,0.5833333333333334,5.333333333333334,0.5447369943301662,0.6099526369039331,6.5215642573766885,159,0,14,0.0,0.0880503144654088,0.5469585517899369,0.6145169814423121,6.755842965237524,3.8488217180025166,2.672742539374172,0.0,well_estimated,43,3,8.450000000000003 -300,7,7,7,0.023333333333333334,0.023333333333333334,21,75,0.57,0.5833333333333334,1.333333333333342,0.5758828637303324,0.6141633089212107,3.8280445190878365,159,2,18,0.012578616352201259,0.11320754716981132,0.57895049647475,0.6186395008396829,3.9689004364932834,3.925327103411148,-0.09728258432331138,0.25,well_estimated,43,3,8.450000000000003 -300,5,5,5,0.016666666666666666,0.016666666666666666,48,72,0.5833333333333334,0.58,-0.33333333333334103,0.6026877647183627,0.6132488690496403,1.0561104331277549,159,8,17,0.050314465408805034,0.1069182389937107,0.6071630754038774,0.6178901161736665,1.0727040769789142,3.975768386366191,-2.919657953238436,0.5,well_estimated,43,3,8.450000000000003 -300,17,17,17,0.056666666666666664,0.056666666666666664,70,83,0.5833333333333334,0.5866666666666667,0.33333333333332993,0.6146661819578376,0.6165259042886467,0.18597223308091104,159,16,21,0.10062893081761007,0.1320754716981132,0.6196415925632007,0.621600850065452,0.19592575022512326,4.048361667496021,-3.86238943441511,0.75,well_estimated,43,3,8.450000000000003 -300,26,26,26,0.08666666666666667,0.08666666666666667,88,88,0.59,0.59,0.0,0.6168216429974424,0.6168216429974424,0.0,159,22,22,0.13836477987421383,0.13836477987421383,0.621928322830684,0.621928322830684,0.0,4.087101996514404,-4.087101996514404,1.0,well_estimated,43,3,8.450000000000003 -300,0,0,0,0.0,0.0,0,86,0.5233333333333333,0.5633333333333334,4.0000000000000036,0.5273297366373907,0.5934806437941695,6.615090715677885,157,0,25,0.0,0.1592356687898089,0.528421837968652,0.5861950976100075,5.777325964135549,5.252025552651082,1.3630651630268034,0.0,well_estimated,44,0,7.9000000000000075 -300,10,10,10,0.03333333333333333,0.03333333333333333,29,91,0.5566666666666666,0.5866666666666667,3.0000000000000027,0.5664793370005291,0.6009532551091991,3.4473918108669954,157,6,24,0.03821656050955414,0.15286624203821655,0.5672786316132723,0.5952592816883939,2.7980650075121627,5.476804803218672,-2.029412992351676,0.25,well_estimated,44,0,7.9000000000000075 -300,14,14,14,0.04666666666666667,0.04666666666666667,51,91,0.5866666666666667,0.5933333333333334,0.666666666666671,0.5871838931397637,0.6026607581006035,1.5476864960839776,157,10,23,0.06369426751592357,0.1464968152866242,0.587183325731879,0.597169620218647,0.998629448676791,5.580445601467201,-4.032759105383223,0.5,well_estimated,44,0,7.9000000000000075 -300,26,26,26,0.08666666666666667,0.08666666666666667,77,93,0.5966666666666667,0.5933333333333334,-0.33333333333332993,0.6031297515885555,0.6058942874778025,0.2764535889246966,157,18,23,0.11464968152866242,0.1464968152866242,0.5993307278791966,0.5993586434659907,0.0027915586794047265,5.660398587092645,-5.383944998167949,0.75,well_estimated,44,0,7.9000000000000075 -300,34,34,34,0.11333333333333333,0.11333333333333333,98,98,0.5833333333333334,0.5833333333333334,0.0,0.6066798945865446,0.6066798945865446,0.0,157,25,25,0.1592356687898089,0.1592356687898089,0.5995998610810394,0.5995998610810394,0.0,5.634762922357552,-5.634762922357552,1.0,well_estimated,44,0,7.9000000000000075 -300,0,0,0,0.0,0.0,0,93,0.5533333333333333,0.6066666666666667,5.333333333333334,0.5221289199237592,0.602458354748238,8.032943482447873,166,0,28,0.0,0.1686746987951807,0.5257037664770393,0.599014831671086,7.331106519404673,5.415455355236736,2.6174881272111374,0.0,well_estimated,44,1,7.9000000000000075 -300,5,5,5,0.016666666666666666,0.016666666666666666,31,94,0.5766666666666667,0.6033333333333334,2.6666666666666727,0.5660647176998672,0.6072657317099098,4.120101401004261,166,9,29,0.05421686746987952,0.1746987951807229,0.5690799979942953,0.6041614425330694,3.5081444538774043,5.604541924209727,-1.4844405232054658,0.25,well_estimated,44,1,7.9000000000000075 -300,14,14,14,0.04666666666666667,0.04666666666666667,59,91,0.5966666666666667,0.6066666666666667,1.0000000000000009,0.595431862420929,0.6094913271717863,1.4059464750857287,166,16,26,0.0963855421686747,0.1566265060240964,0.5941536489095071,0.6055333315855222,1.137968267601519,5.777033091351686,-4.371086616265957,0.5,well_estimated,44,1,7.9000000000000075 -300,13,13,13,0.043333333333333335,0.043333333333333335,80,92,0.61,0.61,0.0,0.6075247052072853,0.60932756475506,0.18028595477747045,166,22,26,0.13253012048192772,0.1566265060240964,0.604159935919181,0.6052171530064703,0.10572170872892306,5.795230693218862,-5.614944738441391,0.75,well_estimated,44,1,7.9000000000000075 -300,22,22,22,0.07333333333333333,0.07333333333333333,94,94,0.61,0.61,0.0,0.6101150795024562,0.6101150795024562,0.0,166,26,26,0.1566265060240964,0.1566265060240964,0.6061381939981113,0.6061381939981113,0.0,5.789213237645733,-5.789213237645733,1.0,well_estimated,44,1,7.9000000000000075 -300,0,0,0,0.0,0.0,0,92,0.5433333333333333,0.6166666666666667,7.333333333333336,0.529415955362235,0.6164203592917002,8.700440392946529,163,0,22,0.0,0.13496932515337423,0.533856218849287,0.610211175192447,7.635495634316003,5.127631925894197,3.572808467052332,0.0,well_estimated,44,2,7.9000000000000075 -300,12,12,12,0.04,0.04,34,92,0.5833333333333334,0.6133333333333333,2.9999999999999916,0.5735473901710801,0.6207859517090359,4.72385615379558,163,6,23,0.03680981595092025,0.1411042944785276,0.5755739589282931,0.6162320386319611,4.065807970366797,5.254571147190297,-0.5307149933947164,0.25,well_estimated,44,2,7.9000000000000075 -300,20,20,20,0.06666666666666667,0.06666666666666667,67,94,0.6166666666666667,0.6066666666666667,-1.0000000000000009,0.6090098025390852,0.621980209238865,1.297040669977978,163,14,25,0.08588957055214724,0.15337423312883436,0.6061330927719708,0.6160026650529918,0.9869572281021033,5.360226658089357,-4.063185988111379,0.5,well_estimated,44,2,7.9000000000000075 -300,19,19,19,0.06333333333333334,0.06333333333333334,83,95,0.62,0.61,-1.0000000000000009,0.6203691229293171,0.6219405438320005,0.15714209026833625,163,19,25,0.1165644171779141,0.15337423312883436,0.6147611577426735,0.6163327538047452,0.15715960620716896,5.445132729795665,-5.287990639527329,0.75,well_estimated,44,2,7.9000000000000075 -300,23,23,23,0.07666666666666666,0.07666666666666666,93,93,0.61,0.61,0.0,0.6220541109064462,0.6220541109064462,0.0,163,24,24,0.147239263803681,0.147239263803681,0.616000398419064,0.616000398419064,0.0,5.425099903143047,-5.425099903143047,1.0,well_estimated,44,2,7.9000000000000075 -300,0,0,0,0.0,0.0,0,96,0.48333333333333334,0.59,10.666666666666663,0.5146496031417604,0.6036275882394622,8.897798509770173,145,0,23,0.0,0.15862068965517243,0.5180091900350527,0.5998315355818639,8.182234554681111,5.056931814233074,3.8408666955370983,0.0,well_estimated,44,3,7.9000000000000075 -300,8,8,8,0.02666666666666667,0.02666666666666667,32,101,0.5366666666666666,0.5933333333333334,5.666666666666675,0.5626282099477268,0.6076155606321436,4.498735068441684,145,5,25,0.034482758620689655,0.1724137931034483,0.5655176016229574,0.6038748938806396,3.835729225768225,5.246836862739224,-0.7481017942975399,0.25,well_estimated,44,3,7.9000000000000075 -300,13,13,13,0.043333333333333335,0.043333333333333335,58,99,0.5733333333333334,0.5866666666666667,1.3333333333333308,0.5908862462726123,0.6089539599022906,1.8067713629678295,145,10,25,0.06896551724137931,0.1724137931034483,0.5900410034788858,0.6052358892540002,1.5194885775114408,5.399553555127916,-3.5927821921600867,0.5,well_estimated,44,3,7.9000000000000075 -300,21,21,21,0.07,0.07,83,100,0.59,0.5866666666666667,-0.33333333333332993,0.6078298485626981,0.6101185200259914,0.2288671463293368,145,17,25,0.11724137931034483,0.1724137931034483,0.6042236779743172,0.605628277702118,0.1404599727800826,5.3816297888248075,-5.152762642495471,0.75,well_estimated,44,3,7.9000000000000075 -300,26,26,26,0.08666666666666667,0.08666666666666667,99,99,0.5866666666666667,0.5866666666666667,0.0,0.6102813395407355,0.6102813395407355,0.0,145,25,25,0.1724137931034483,0.1724137931034483,0.6057829042949614,0.6057829042949614,0.0,5.348785501168178,-5.348785501168178,1.0,well_estimated,44,3,7.9000000000000075 -300,0,0,0,0.0,0.0,0,84,0.5566666666666666,0.68,12.333333333333341,0.5431004882390061,0.6243614106827541,8.126092244374794,167,0,16,0.0,0.09580838323353294,0.5372828701352287,0.6166445059134941,7.936163577826538,4.202362601633477,3.923729642741317,0.0,well_estimated,45,0,8.350000000000001 -300,3,3,3,0.01,0.01,30,87,0.6033333333333334,0.6733333333333333,6.999999999999995,0.5884372941098477,0.6264232277234799,3.798593361363223,167,5,18,0.029940119760479042,0.10778443113772455,0.5817437954312753,0.6186097361307079,3.686594069943261,4.241885948522615,-0.44329258715939224,0.25,well_estimated,45,0,8.350000000000001 -300,11,11,11,0.03666666666666667,0.03666666666666667,55,84,0.6366666666666667,0.6833333333333333,4.666666666666663,0.6186164388300591,0.6287325748524828,1.0116136022423672,167,10,15,0.059880239520958084,0.08982035928143713,0.6114036121541794,0.6215209901009274,1.0117377946748052,4.375447626203377,-3.3638340239610094,0.5,well_estimated,45,0,8.350000000000001 -300,15,15,15,0.05,0.05,71,86,0.67,0.6833333333333333,1.3333333333333308,0.6263076744024642,0.6292710843912405,0.2963409988776311,167,12,16,0.0718562874251497,0.09580838323353294,0.6193601909865808,0.6223422707519324,0.2982079765351586,4.366719779588306,-4.070378780710675,0.75,well_estimated,45,0,8.350000000000001 -300,19,19,19,0.06333333333333334,0.06333333333333334,87,87,0.69,0.69,0.0,0.6294531280245371,0.6294531280245371,0.0,167,16,16,0.09580838323353294,0.09580838323353294,0.6216514646360094,0.6216514646360094,0.0,4.370331430774525,-4.370331430774525,1.0,well_estimated,45,0,8.350000000000001 -300,0,0,0,0.0,0.0,0,87,0.59,0.64,5.000000000000004,0.5220331889711671,0.6163225027701981,9.428931379903094,177,0,24,0.0,0.13559322033898305,0.5151332823201039,0.6115816889220463,9.644840660194243,4.032677424944004,5.39625395495909,0.0,well_estimated,45,1,8.350000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,33,92,0.6066666666666667,0.6333333333333333,2.6666666666666616,0.5757741919311609,0.6205389078563315,4.476471592517061,177,11,27,0.062146892655367235,0.15254237288135594,0.568383798415452,0.6145988456142831,4.621504719883118,4.1041932687225176,0.37227832379454373,0.25,well_estimated,45,1,8.350000000000001 -300,12,12,12,0.04,0.04,68,93,0.6533333333333333,0.6266666666666667,-2.6666666666666616,0.6119074444751698,0.6215938474602374,0.9686402985067621,177,18,29,0.1016949152542373,0.1638418079096045,0.6052458298803519,0.6162039139566408,1.0958084076288843,4.1842767214619245,-3.2156364229551624,0.5,well_estimated,45,1,8.350000000000001 -300,15,15,15,0.05,0.05,80,92,0.6533333333333333,0.6333333333333333,-2.0000000000000018,0.6203504125122652,0.6218024143495923,0.1452001837327077,177,21,28,0.11864406779661017,0.15819209039548024,0.6150348959541819,0.6162909727795832,0.12560768254012977,4.158141264288349,-4.012941080555642,0.75,well_estimated,45,1,8.350000000000001 -300,23,23,23,0.07666666666666666,0.07666666666666666,95,95,0.6366666666666667,0.6366666666666667,0.0,0.6220544317528618,0.6220544317528618,0.0,177,30,30,0.1694915254237288,0.1694915254237288,0.6157567180055694,0.6157567180055694,0.0,4.144293862582413,-4.144293862582413,1.0,well_estimated,45,1,8.350000000000001 -300,0,0,0,0.0,0.0,0,78,0.5366666666666666,0.58,4.333333333333334,0.5485685534801185,0.619294074383134,7.072552090301554,161,0,26,0.0,0.16149068322981366,0.5420766262596625,0.6104834310230289,6.840680476336647,4.1277410278749285,2.9448110624266253,0.0,well_estimated,45,2,8.350000000000001 -300,2,2,2,0.006666666666666667,0.006666666666666667,22,75,0.5566666666666666,0.5833333333333334,2.6666666666666727,0.5781979191375521,0.620517278415544,4.23193592779919,161,6,24,0.037267080745341616,0.14906832298136646,0.5707034832136612,0.611091322985427,4.038783977176585,4.190757316674872,0.04117861112431864,0.25,well_estimated,45,2,8.350000000000001 -300,7,7,7,0.023333333333333334,0.023333333333333334,55,78,0.56,0.59,2.9999999999999916,0.6141292514372001,0.6224066212308466,0.8277369793646461,161,19,24,0.11801242236024845,0.14906832298136646,0.6054729457805471,0.6135146339879793,0.8041688207432229,4.336124897739558,-3.508387918374912,0.5,well_estimated,45,2,8.350000000000001 -300,8,8,8,0.02666666666666667,0.02666666666666667,69,79,0.5766666666666667,0.5866666666666667,1.0000000000000009,0.6209023288974072,0.6226267042003354,0.17243753029282383,161,22,25,0.13664596273291926,0.15527950310559005,0.6115213087727314,0.6136136274501505,0.20923186774191027,4.336355691911187,-4.163918161618364,0.75,well_estimated,45,2,8.350000000000001 -300,17,17,17,0.056666666666666664,0.056666666666666664,85,85,0.5833333333333334,0.5833333333333334,0.0,0.623438086422957,0.623438086422957,0.0,161,27,27,0.16770186335403728,0.16770186335403728,0.6143189367294144,0.6143189367294144,0.0,4.34540381084322,-4.34540381084322,1.0,well_estimated,45,2,8.350000000000001 -300,0,0,0,0.0,0.0,0,101,0.5,0.5566666666666666,5.666666666666664,0.508933681129828,0.5978588895023567,8.89252083725287,150,0,22,0.0,0.14666666666666667,0.5041874227942726,0.5885050713289195,8.431764853464685,4.3940816105623695,4.498439226690501,0.0,well_estimated,45,3,8.350000000000001 -300,9,9,9,0.03,0.03,25,100,0.5333333333333333,0.57,3.6666666666666625,0.5466760788633471,0.6030522596335093,5.637618077016215,150,4,21,0.02666666666666667,0.14,0.5399814963011564,0.5938633276759757,5.388183137481928,4.491386142076462,1.1462319349397534,0.25,well_estimated,45,3,8.350000000000001 -300,17,17,17,0.056666666666666664,0.056666666666666664,65,98,0.5666666666666667,0.5666666666666667,0.0,0.5879089966783215,0.6056154817176794,1.77064850393579,150,11,20,0.07333333333333333,0.13333333333333333,0.5780696655984252,0.5958298293784636,1.7760163780038418,4.6693407874686494,-2.8986922835328595,0.5,well_estimated,45,3,8.350000000000001 -300,21,21,21,0.07,0.07,91,100,0.5666666666666667,0.5633333333333334,-0.33333333333332993,0.6046829346904085,0.60605658945909,0.13736547686815648,150,19,22,0.12666666666666668,0.14666666666666667,0.5950642946978634,0.596637181318725,0.15728866208616354,4.701217770444903,-4.563852293576747,0.75,well_estimated,45,3,8.350000000000001 -300,24,24,24,0.08,0.08,100,100,0.5733333333333334,0.5733333333333334,0.0,0.6062066255514473,0.6062066255514473,0.0,150,21,21,0.14,0.14,0.5967684543915888,0.5967684543915888,0.0,4.70326693042905,-4.70326693042905,1.0,well_estimated,45,3,8.350000000000001 -300,0,0,0,0.0,0.0,0,96,0.51,0.62,10.999999999999998,0.5115163177236434,0.6083240923042293,9.680777458058598,153,0,18,0.0,0.11764705882352941,0.5088112728755729,0.6007991239460541,9.198785107048113,4.269762976331665,5.411014481726933,0.0,well_estimated,46,0,8.300000000000008 -300,4,4,4,0.013333333333333334,0.013333333333333334,39,97,0.5633333333333334,0.63,6.666666666666665,0.5665754613663265,0.6096072691583487,4.30318077920222,153,5,17,0.032679738562091505,0.1111111111111111,0.5635289500526801,0.6028816205681021,3.9352670515422017,4.337109228047688,-0.03392844884546786,0.25,well_estimated,46,0,8.300000000000008 -300,4,4,4,0.013333333333333334,0.013333333333333334,64,97,0.6,0.63,3.0000000000000027,0.5924915232761221,0.6096072691583487,1.711574588222664,153,10,17,0.06535947712418301,0.1111111111111111,0.5872871594755104,0.6028816205681021,1.5594461092591771,4.473608954263954,-2.7620343660412896,0.5,well_estimated,46,0,8.300000000000008 -300,12,12,12,0.04,0.04,86,98,0.6166666666666667,0.6366666666666667,2.0000000000000018,0.6076755644623654,0.6106994924136209,0.30239279512555006,153,14,16,0.0915032679738562,0.10457516339869281,0.6010213101828593,0.6033320449807986,0.23107347979393067,4.6111488645311765,-4.308756069405627,0.75,well_estimated,46,0,8.300000000000008 -300,14,14,14,0.04666666666666667,0.04666666666666667,97,97,0.6366666666666667,0.6366666666666667,0.0,0.6107380190403946,0.6107380190403946,0.0,153,16,16,0.10457516339869281,0.10457516339869281,0.603654514130117,0.603654514130117,0.0,4.659445456278774,-4.659445456278774,1.0,well_estimated,46,0,8.300000000000008 -300,0,0,0,0.0,0.0,0,90,0.4633333333333333,0.57,10.666666666666663,0.5171030080739111,0.5959695187304022,7.886651065649108,139,0,13,0.0,0.09352517985611511,0.5189626370526842,0.5909821430885339,7.201950603584972,3.9802532288909918,3.9063978367581162,0.0,well_estimated,46,1,8.300000000000008 -300,4,4,4,0.013333333333333334,0.013333333333333334,29,90,0.5133333333333333,0.5733333333333334,6.000000000000005,0.5596250897261857,0.5985993757003524,3.8974285974166634,139,3,12,0.02158273381294964,0.08633093525179857,0.5606612512565752,0.5935705615167526,3.2909310260177405,4.065744049476595,-0.16831545205993148,0.25,well_estimated,46,1,8.300000000000008 -300,14,14,14,0.04666666666666667,0.04666666666666667,55,93,0.5433333333333333,0.5733333333333334,3.0000000000000027,0.5866908997470955,0.6020768959756013,1.5385996228505783,139,5,14,0.03597122302158273,0.10071942446043165,0.58504963580462,0.596246320128888,1.1196684324268014,4.270890133073266,-2.7322905102226875,0.5,well_estimated,46,1,8.300000000000008 -300,18,18,18,0.06,0.06,75,95,0.5666666666666667,0.5766666666666667,1.0000000000000009,0.5991909887206437,0.6025988624089771,0.3407873688333396,139,8,14,0.05755395683453238,0.10071942446043165,0.5958218973296513,0.5974128761910475,0.15909788613962528,4.317651287409506,-3.976863918576166,0.75,well_estimated,46,1,8.300000000000008 -300,27,27,27,0.09,0.09,100,100,0.5833333333333334,0.5833333333333334,0.0,0.6028646396331044,0.6028646396331044,0.0,139,15,15,0.1079136690647482,0.1079136690647482,0.5980338733437348,0.5980338733437348,0.0,4.444739743541836,-4.444739743541836,1.0,well_estimated,46,1,8.300000000000008 -300,0,0,0,0.0,0.0,0,84,0.55,0.5966666666666667,4.666666666666663,0.5354389937270541,0.6129969835679483,7.755798984089424,165,0,21,0.0,0.12727272727272726,0.5371136593031443,0.6046318724009926,6.751821309784834,4.377201764793482,3.3785972192959415,0.0,well_estimated,46,2,8.300000000000008 -300,6,6,6,0.02,0.02,30,89,0.58,0.6033333333333334,2.333333333333343,0.5732547781358657,0.6160764974056321,4.282171926976641,165,5,22,0.030303030303030304,0.13333333333333333,0.5710611894373131,0.6061363782941267,3.50751888568136,4.554405572831274,-0.27223364585463283,0.25,well_estimated,46,2,8.300000000000008 -300,13,13,12,0.043333333333333335,0.04,55,92,0.6033333333333334,0.6,-0.33333333333334103,0.601705958258163,0.6167161203128307,1.5010162054667764,165,10,23,0.06060606060606061,0.1393939393939394,0.5964131982372993,0.6076521071181311,1.1238908880831788,4.746046351428468,-3.245030145961692,0.5,well_estimated,46,2,8.300000000000008 -300,10,10,10,0.03333333333333333,0.03333333333333333,80,90,0.61,0.6,-1.0000000000000009,0.6145424139153624,0.6166784526384342,0.2136038723071887,165,18,22,0.10909090909090909,0.13333333333333333,0.6065773272728752,0.6073661942461632,0.07888669732880604,4.808588928766295,-4.594985056459107,0.75,well_estimated,46,2,8.300000000000008 -300,12,12,12,0.04,0.04,92,92,0.6,0.6,0.0,0.6167161203128307,0.6167161203128307,0.0,165,23,23,0.1393939393939394,0.1393939393939394,0.6076521071181311,0.6076521071181311,0.0,4.83682257773176,-4.83682257773176,1.0,well_estimated,46,2,8.300000000000008 -300,0,0,0,0.0,0.0,0,72,0.5233333333333333,0.5733333333333334,5.000000000000004,0.5407806237988496,0.6048913278189311,6.4110704020081455,157,0,17,0.0,0.10828025477707007,0.5407455253065079,0.6028794060273313,6.213388072082338,4.268213886860535,2.142856515147611,0.0,well_estimated,46,3,8.300000000000008 -300,4,4,4,0.013333333333333334,0.013333333333333334,25,75,0.54,0.5733333333333334,3.3333333333333326,0.5796152944506329,0.6084771213573923,2.8861826906759425,157,5,19,0.03184713375796178,0.12101910828025478,0.5771224062495647,0.6055677916152377,2.844538536567298,4.388386675997938,-1.5022039853219957,0.25,well_estimated,46,3,8.300000000000008 -300,17,17,17,0.056666666666666664,0.056666666666666664,50,80,0.5466666666666666,0.5733333333333334,2.6666666666666727,0.6014622742251293,0.6155625167734994,1.4100242548370057,157,12,20,0.07643312101910828,0.12738853503184713,0.5989534862112172,0.612270597913844,1.3317111702626727,4.61909292343234,-3.209068668595334,0.5,well_estimated,46,3,8.300000000000008 -300,26,26,26,0.08666666666666667,0.08666666666666667,70,83,0.5666666666666667,0.5733333333333334,0.666666666666671,0.6150220853580289,0.6173157547353944,0.2293669377365415,157,15,21,0.09554140127388536,0.1337579617834395,0.6108415480925729,0.6127441419429974,0.1902593850424572,4.6945427882696515,-4.46517585053311,0.75,well_estimated,46,3,8.300000000000008 -300,31,31,31,0.10333333333333333,0.10333333333333333,83,83,0.56,0.56,0.0,0.6175027745749113,0.6175027745749113,0.0,157,23,23,0.1464968152866242,0.1464968152866242,0.6127535970160335,0.6127535970160335,0.0,4.755318482596754,-4.755318482596754,1.0,well_estimated,46,3,8.300000000000008 -300,0,0,0,0.0,0.0,0,84,0.51,0.5966666666666667,8.666666666666668,0.5346282303802421,0.621343738234425,8.671550785418292,153,0,18,0.0,0.11764705882352941,0.5330652803140994,0.6193768563825139,8.631157606841455,4.216867478109289,4.454683307309003,0.0,well_estimated,47,0,8.250000000000002 -300,10,10,10,0.03333333333333333,0.03333333333333333,39,91,0.5833333333333334,0.5966666666666667,1.3333333333333308,0.5897529737102336,0.6260705574730293,3.63175837627957,153,3,20,0.0196078431372549,0.13071895424836602,0.585564041308039,0.6240064965249426,3.8442455216903593,4.288118702168318,-0.6563603258887478,0.25,well_estimated,47,0,8.250000000000002 -300,13,13,13,0.043333333333333335,0.043333333333333335,64,91,0.6266666666666667,0.6033333333333334,-2.3333333333333317,0.6151616744879017,0.6265706935978695,1.1409019109967833,153,6,19,0.0392156862745098,0.12418300653594772,0.6107764195835705,0.6239402980106658,1.316387842709521,4.357098074992371,-3.216196163995588,0.5,well_estimated,47,0,8.250000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,80,92,0.6066666666666667,0.6,-0.666666666666671,0.6252721764596831,0.6268478690741477,0.15756926144645522,153,15,20,0.09803921568627451,0.13071895424836602,0.6210539939598235,0.6239463711765114,0.28923772166878914,4.404538165685506,-4.246968904239051,0.75,well_estimated,47,0,8.250000000000002 -300,20,20,20,0.06666666666666667,0.06666666666666667,92,92,0.6033333333333334,0.6033333333333334,0.0,0.6269591071411067,0.6269591071411067,0.0,153,19,19,0.12418300653594772,0.12418300653594772,0.6232617078999086,0.6232617078999086,0.0,4.38613714447502,-4.38613714447502,1.0,well_estimated,47,0,8.250000000000002 -300,0,0,0,0.0,0.0,0,98,0.5133333333333333,0.6033333333333334,9.000000000000007,0.5255127458276875,0.6093972290743715,8.388448324668406,154,0,22,0.0,0.14285714285714285,0.5237120189663432,0.6053717043263017,8.165968535995848,3.5244021631752704,4.864046161493135,0.0,well_estimated,47,1,8.250000000000002 -300,1,1,1,0.0033333333333333335,0.0033333333333333335,30,98,0.54,0.6066666666666667,6.666666666666665,0.5636529383615553,0.6099907166027491,4.633777824119378,154,8,22,0.05194805194805195,0.14285714285714285,0.5614974711449664,0.6060483266544187,4.455085550945226,3.556542352806544,1.0772354713128345,0.25,well_estimated,47,1,8.250000000000002 -300,14,14,14,0.04666666666666667,0.04666666666666667,66,100,0.5933333333333334,0.61,1.6666666666666607,0.601269490757322,0.6153676501979868,1.4098159440664837,154,14,22,0.09090909090909091,0.14285714285714285,0.5985316360965822,0.6103965239379068,1.1864887841324556,3.6998365588580695,-2.290020614791586,0.5,well_estimated,47,1,8.250000000000002 -300,20,20,19,0.06666666666666667,0.06333333333333334,85,100,0.6033333333333334,0.6066666666666667,0.33333333333332993,0.6130764514517258,0.6165833271804111,0.35068757286852437,154,18,23,0.11688311688311688,0.14935064935064934,0.6095231832151357,0.6118449204337083,0.23217372185726504,3.80140888472495,-3.4507213118564257,0.75,well_estimated,47,1,8.250000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,100,100,0.6066666666666667,0.6066666666666667,0.0,0.6165833271804111,0.6165833271804111,0.0,154,23,23,0.14935064935064934,0.14935064935064934,0.6118449204337083,0.6118449204337083,0.0,3.8253845108924587,-3.8253845108924587,1.0,well_estimated,47,1,8.250000000000002 -300,0,0,0,0.0,0.0,0,85,0.55,0.6666666666666666,11.666666666666659,0.5261841813421158,0.6160966615094005,8.99124801672847,165,0,16,0.0,0.09696969696969697,0.5256912698808982,0.6145047501859862,8.881348030508796,3.8784816600142427,5.112766356714227,0.0,well_estimated,47,2,8.250000000000002 -300,3,3,3,0.01,0.01,37,87,0.61,0.6766666666666666,6.666666666666665,0.5763636067600818,0.6194272832998642,4.3063676539782385,165,6,16,0.03636363636363636,0.09696969696969697,0.5753419483109007,0.6178106934410956,4.246874513019494,3.9937841466014716,0.3125835073767669,0.25,well_estimated,47,2,8.250000000000002 -300,7,7,7,0.023333333333333334,0.023333333333333334,62,91,0.6566666666666666,0.6733333333333333,1.6666666666666718,0.6080667329690718,0.6214836128503269,1.3416879881255173,165,9,17,0.05454545454545454,0.10303030303030303,0.6068321111770225,0.6197631091367878,1.2930997959765267,4.069989249840731,-2.7283012617152136,0.5,well_estimated,47,2,8.250000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,82,92,0.6633333333333333,0.6633333333333333,0.0,0.6215033352728786,0.6231417875984232,0.16384523255446037,165,16,19,0.09696969696969697,0.11515151515151516,0.6199196605194751,0.6218881087691587,0.1968448249683563,4.128565786953398,-3.9647205543989372,0.75,well_estimated,47,2,8.250000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,89,89,0.66,0.66,0.0,0.62319034566835,0.62319034566835,0.0,165,19,19,0.11515151515151516,0.11515151515151516,0.6218495335622849,0.6218495335622849,0.0,4.132641376915794,-4.132641376915794,1.0,well_estimated,47,2,8.250000000000002 -300,0,0,0,0.0,0.0,0,75,0.4666666666666667,0.58,11.333333333333329,0.5469861075570096,0.6225164988388675,7.55303912818579,140,0,10,0.0,0.07142857142857142,0.5455920421121456,0.618893193170836,7.330115105869039,4.064051646135566,3.4889874820502245,0.0,well_estimated,47,3,8.250000000000002 -300,8,8,8,0.02666666666666667,0.02666666666666667,26,82,0.5166666666666667,0.5933333333333334,7.666666666666666,0.5867758033564615,0.6266271503175181,3.9851346961056633,140,3,10,0.02142857142857143,0.07142857142857142,0.5854063184091078,0.6218267055456209,3.6420387136513077,4.169419716763813,-0.1842850206581499,0.25,well_estimated,47,3,8.250000000000002 -300,13,13,13,0.043333333333333335,0.043333333333333335,58,81,0.5566666666666666,0.5933333333333334,3.6666666666666736,0.6189683653413901,0.6274858492966559,0.8517483955265748,140,7,10,0.05,0.07142857142857142,0.6144045435973636,0.6224468583763932,0.8042314779029613,4.239340396619147,-3.387592001092572,0.5,well_estimated,47,3,8.250000000000002 -300,16,16,16,0.05333333333333334,0.05333333333333334,71,82,0.5933333333333334,0.5966666666666667,0.33333333333332993,0.6258856358340105,0.6277633954800692,0.1877759646058741,140,7,10,0.05,0.07142857142857142,0.6207527228405515,0.6226159975929749,0.18632747524234272,4.268584077143989,-4.080808112538115,0.75,well_estimated,47,3,8.250000000000002 -300,19,19,19,0.06333333333333334,0.06333333333333334,85,85,0.6066666666666667,0.6066666666666667,0.0,0.6279038384991231,0.6279038384991231,0.0,140,10,10,0.07142857142857142,0.07142857142857142,0.6228869134448327,0.6228869134448327,0.0,4.26871643328294,-4.26871643328294,1.0,well_estimated,47,3,8.250000000000002 -300,0,0,0,0.0,0.0,0,84,0.5433333333333333,0.6133333333333333,6.999999999999995,0.5251751128844171,0.5952412041903045,7.006609130588737,163,0,19,0.0,0.1165644171779141,0.5296018376347746,0.6012157045346936,7.1613866899919,4.5502613959016145,2.4563477346871228,0.0,well_estimated,48,0,5.599999999999994 -300,8,8,8,0.02666666666666667,0.02666666666666667,29,83,0.59,0.62,3.0000000000000027,0.5658497859272134,0.5966394872242506,3.0789701297037286,163,4,19,0.024539877300613498,0.1165644171779141,0.5716407329324299,0.6019700594001997,3.0329326467769757,4.726081204652723,-1.6471110749489943,0.25,well_estimated,48,0,5.599999999999994 -300,9,9,9,0.03,0.03,50,82,0.5966666666666667,0.62,2.3333333333333317,0.58554213921773,0.5967088760982926,1.1166736880562578,163,10,19,0.06134969325153374,0.1165644171779141,0.5901267262959761,0.6019576071003191,1.1830880804343025,4.760710728120919,-3.644037040064661,0.5,well_estimated,48,0,5.599999999999994 -300,9,9,9,0.03,0.03,67,82,0.6033333333333334,0.62,1.6666666666666607,0.5941013179159075,0.5967088760982926,0.2607558182385117,163,16,19,0.09815950920245399,0.1165644171779141,0.5990674172052748,0.6019576071003191,0.2890189895044304,4.766747972125006,-4.505992153886494,0.75,well_estimated,48,0,5.599999999999994 -300,13,13,13,0.043333333333333335,0.043333333333333335,80,80,0.6166666666666667,0.6166666666666667,0.0,0.5968508330210608,0.5968508330210608,0.0,163,19,19,0.1165644171779141,0.1165644171779141,0.6023672684057123,0.6023672684057123,0.0,4.776955559840416,-4.776955559840416,1.0,well_estimated,48,0,5.599999999999994 -300,0,0,0,0.0,0.0,0,68,0.56,0.63,6.999999999999995,0.5389978438615879,0.5996264948062482,6.06286509446603,168,0,16,0.0,0.09523809523809523,0.5411494072169212,0.6030540952226918,6.190468800577065,4.620882482615231,1.4419826118507988,0.0,well_estimated,48,1,5.599999999999994 -300,5,5,5,0.016666666666666666,0.016666666666666666,18,69,0.5833333333333334,0.6366666666666667,5.333333333333334,0.5648733993500618,0.6023853548735353,3.751195552347353,168,4,15,0.023809523809523808,0.08928571428571429,0.5663624938119102,0.6061755301546005,3.981303634269029,4.723195381681076,-0.9719998293337229,0.25,well_estimated,48,1,5.599999999999994 -300,9,9,9,0.03,0.03,45,71,0.6133333333333333,0.6366666666666667,2.333333333333343,0.5942215509343133,0.6033422719200461,0.91207209857328,168,9,16,0.05357142857142857,0.09523809523809523,0.5968665249738483,0.6070215268877117,1.0155001913863426,4.811025759127925,-3.898953660554645,0.5,well_estimated,48,1,5.599999999999994 -300,13,13,13,0.043333333333333335,0.043333333333333335,58,70,0.6266666666666667,0.64,1.3333333333333308,0.6019201109554961,0.6040511311768993,0.21310202214032126,168,13,16,0.07738095238095238,0.09523809523809523,0.6039858127700604,0.6070078492082073,0.30220364381469134,4.848456399937085,-4.635354377796764,0.75,well_estimated,48,1,5.599999999999994 -300,16,16,16,0.05333333333333334,0.05333333333333334,72,72,0.64,0.64,0.0,0.6042042711183875,0.6042042711183875,0.0,168,17,17,0.10119047619047619,0.10119047619047619,0.6071805712506756,0.6071805712506756,0.0,4.851159564649066,-4.851159564649066,1.0,well_estimated,48,1,5.599999999999994 -300,0,0,0,0.0,0.0,0,91,0.5266666666666666,0.5966666666666667,7.000000000000006,0.5181047702912633,0.6013785721690613,8.327380187779799,158,0,21,0.0,0.13291139240506328,0.522144146291566,0.6044318291154497,8.228768282388366,4.333689082200026,3.9936911055797726,0.0,well_estimated,48,2,5.599999999999994 -300,9,9,9,0.03,0.03,32,94,0.58,0.6133333333333333,3.3333333333333326,0.5566367336614623,0.6064556161113958,4.981888244993349,158,3,21,0.0189873417721519,0.13291139240506328,0.5611976766362359,0.6085688940209907,4.73712173847548,4.478424162189816,0.503464082803533,0.25,well_estimated,48,2,5.599999999999994 -300,10,10,10,0.03333333333333333,0.03333333333333333,65,93,0.61,0.6133333333333333,0.33333333333332993,0.5945760508098433,0.6066002428050173,1.2024191995174016,158,12,21,0.0759493670886076,0.13291139240506328,0.598929074094706,0.6087343418460616,0.9805267751355595,4.625437913202188,-3.4230187136847867,0.5,well_estimated,48,2,5.599999999999994 -300,13,13,13,0.043333333333333335,0.043333333333333335,82,90,0.6133333333333333,0.6133333333333333,0.0,0.605473954207622,0.6068946235933486,0.14206693857266028,158,18,20,0.11392405063291139,0.12658227848101267,0.6083908734093322,0.6087549348179415,0.036406140860933967,4.699417740179158,-4.557350801606498,0.75,well_estimated,48,2,5.599999999999994 -300,13,13,13,0.043333333333333335,0.043333333333333335,90,90,0.6133333333333333,0.6133333333333333,0.0,0.6068946235933486,0.6068946235933486,0.0,158,20,20,0.12658227848101267,0.12658227848101267,0.6087549348179415,0.6087549348179415,0.0,4.704390716683655,-4.704390716683655,1.0,well_estimated,48,2,5.599999999999994 -300,0,0,0,0.0,0.0,0,81,0.5133333333333333,0.61,9.666666666666668,0.5317955550757005,0.6072383131248582,7.544275804915768,154,0,15,0.0,0.09740259740259741,0.5389548959179984,0.6157618651481414,7.680696923014296,4.402568234363191,3.141707570552577,0.0,well_estimated,48,3,5.599999999999994 -300,7,7,7,0.023333333333333334,0.023333333333333334,34,89,0.57,0.6166666666666667,4.666666666666675,0.5775755114958705,0.6105129797805844,3.293746828471389,154,5,16,0.032467532467532464,0.1038961038961039,0.5867017431952287,0.6194967682184273,3.279502502319853,4.539914598068739,-1.24616776959735,0.25,well_estimated,48,3,5.599999999999994 -300,6,6,6,0.02,0.02,56,88,0.6066666666666667,0.6133333333333333,0.6666666666666599,0.5991455886529875,0.6101247243788374,1.0979135725849853,154,7,16,0.045454545454545456,0.1038961038961039,0.6092313899840442,0.6191180978449475,0.9886707860903288,4.5834848915173465,-3.485571318932361,0.5,well_estimated,48,3,5.599999999999994 -300,15,15,15,0.05,0.05,81,92,0.6333333333333333,0.6266666666666667,-0.6666666666666599,0.609301558132342,0.6119407742608144,0.2639216128472399,154,12,16,0.07792207792207792,0.1038961038961039,0.6192694768262684,0.6211205202782315,0.18510434519630747,4.59318682051091,-4.329265207663671,0.75,well_estimated,48,3,5.599999999999994 -300,20,20,20,0.06666666666666667,0.06666666666666667,94,94,0.63,0.63,0.0,0.6120684077049136,0.6120684077049136,0.0,154,17,17,0.11038961038961038,0.11038961038961038,0.6212512900293287,0.6212512900293287,0.0,4.592532009925389,-4.592532009925389,1.0,well_estimated,48,3,5.599999999999994 -300,0,0,0,0.0,0.0,0,80,0.5366666666666666,0.63,9.333333333333337,0.5489855859285926,0.6189464433881066,6.996085745951397,161,0,14,0.0,0.08695652173913043,0.5453061169488933,0.6136208499631165,6.831473301422319,4.545783469504548,2.450302276446849,0.0,well_estimated,49,0,8.450000000000003 -300,6,6,6,0.02,0.02,22,86,0.5833333333333334,0.6233333333333333,3.9999999999999925,0.5789082196602617,0.6219251917002022,4.301697203994048,161,1,17,0.006211180124223602,0.10559006211180125,0.5744925974251148,0.618049953276022,4.355735585090715,4.717329614874837,-0.4156324108807885,0.25,well_estimated,49,0,8.450000000000003 -300,8,8,8,0.02666666666666667,0.02666666666666667,48,88,0.6133333333333333,0.6233333333333333,1.0000000000000009,0.6078923752915728,0.6226428250886543,1.475044979708151,161,6,17,0.037267080745341616,0.10559006211180125,0.6031671063741093,0.6180003640280486,1.483325765393928,4.8615173016235,-3.3864723219153485,0.5,well_estimated,49,0,8.450000000000003 -300,13,13,13,0.043333333333333335,0.043333333333333335,68,83,0.6333333333333333,0.63,-0.33333333333332993,0.6204725256244571,0.6236474218254157,0.3174896200958566,161,11,15,0.06832298136645963,0.09316770186335403,0.6157845567974259,0.6193494756008875,0.35649188034615475,4.948862640576703,-4.631373020480846,0.75,well_estimated,49,0,8.450000000000003 -300,18,18,18,0.06,0.06,83,83,0.6266666666666667,0.6266666666666667,0.0,0.62388714035343,0.62388714035343,0.0,161,16,16,0.09937888198757763,0.09937888198757763,0.620131273973646,0.620131273973646,0.0,5.047800676192719,-5.047800676192719,1.0,well_estimated,49,0,8.450000000000003 -300,0,0,0,0.0,0.0,0,92,0.51,0.5533333333333333,4.333333333333334,0.5150734797488837,0.5873442687375056,7.227078898862183,153,0,26,0.0,0.16993464052287582,0.5145682469945189,0.5830976584385982,6.852941144407931,4.582973151736336,2.6441057471258462,0.0,well_estimated,49,1,8.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,27,98,0.5333333333333333,0.5533333333333333,2.0000000000000018,0.5478448900884355,0.5910298858994256,4.318499581099012,153,8,29,0.05228758169934641,0.1895424836601307,0.5460984864713496,0.5864780261675139,4.037953969616426,4.693396821935339,-0.3748972408363276,0.25,well_estimated,49,1,8.450000000000003 -300,7,7,7,0.023333333333333334,0.023333333333333334,55,98,0.5566666666666666,0.55,-0.6666666666666599,0.5740654448375102,0.5919937755369028,1.7928330699392592,153,12,29,0.0784313725490196,0.1895424836601307,0.5710063219852947,0.5878065221335497,1.6800200148255007,4.822803411832142,-3.029970341892883,0.5,well_estimated,49,1,8.450000000000003 -300,17,17,17,0.056666666666666664,0.056666666666666664,83,99,0.5366666666666666,0.5433333333333333,0.666666666666671,0.590369524520608,0.5944401957775327,0.40706712569247294,153,25,31,0.16339869281045752,0.20261437908496732,0.5854245381727339,0.5908379799435713,0.5413441770837468,4.961127402290316,-4.554060276597843,0.75,well_estimated,49,1,8.450000000000003 -300,27,27,27,0.09,0.09,102,102,0.53,0.53,0.0,0.5953589696320601,0.5953589696320601,0.0,153,34,34,0.2222222222222222,0.2222222222222222,0.5908562137584327,0.5908562137584327,0.0,5.021204159991556,-5.021204159991556,1.0,well_estimated,49,1,8.450000000000003 -300,0,0,0,0.0,0.0,0,86,0.5033333333333333,0.5733333333333334,7.000000000000006,0.5195990774387172,0.6008738360173165,8.127475857859922,151,0,18,0.0,0.11920529801324503,0.5171126507757159,0.594004970203038,7.689231942732211,4.63371793812384,3.4937579197360824,0.0,well_estimated,49,2,8.450000000000003 -300,4,4,4,0.013333333333333334,0.013333333333333334,22,86,0.5233333333333333,0.58,5.666666666666664,0.5523448474636755,0.6035116597085116,5.11668122448361,151,4,17,0.026490066225165563,0.11258278145695365,0.5484355503992329,0.5974013365062322,4.896578610699931,4.75787396608865,0.3588072583949602,0.25,well_estimated,49,2,8.450000000000003 -300,10,10,10,0.03333333333333333,0.03333333333333333,48,86,0.57,0.5866666666666667,1.6666666666666718,0.5868671891184025,0.6060820272729882,1.921483815458569,151,7,17,0.046357615894039736,0.11258278145695365,0.5816344052266202,0.6000550238654974,1.8420618638877118,4.866060943150014,-2.944577127691445,0.5,well_estimated,49,2,8.450000000000003 -300,18,18,18,0.06,0.06,75,89,0.58,0.5966666666666667,1.6666666666666718,0.6053345485847131,0.6079378587640285,0.26033101793153657,151,14,17,0.09271523178807947,0.11258278145695365,0.6004318302833935,0.6028498472458718,0.2418016962478231,5.0287292676528645,-4.7683982497213275,0.75,well_estimated,49,2,8.450000000000003 -300,22,22,22,0.07333333333333333,0.07333333333333333,91,91,0.5966666666666667,0.5966666666666667,0.0,0.6081526221148926,0.6081526221148926,0.0,151,18,18,0.11920529801324503,0.11920529801324503,0.6029524676526438,0.6029524676526438,0.0,5.053346376762271,-5.053346376762271,1.0,well_estimated,49,2,8.450000000000003 -300,0,0,0,0.0,0.0,0,90,0.5433333333333333,0.62,7.666666666666666,0.5172784246600215,0.6002647893988279,8.298636473880638,163,0,22,0.0,0.13496932515337423,0.51459216587265,0.5911952647681384,7.660309889548844,4.648927831335525,3.6497086425451126,0.0,well_estimated,49,3,8.450000000000003 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+300,11,11.754140898260783,154,11,0.03666666666666667,63,11.754140898260783,0.5733333333333334,0.5997771352606971,13,0.08441558441558442,0.595397416540527,11.834478019684326,11,0.03666666666666667,89,19.64900397053282,0.5833333333333334,0.6113687435567058,20,0.12987012987012986,0.6078008987875675,19.526103536877486,11,0.03666666666666667,64,11.752479746565072,0.5833333333333334,0.6041440075213772,14,0.09090909090909091,0.599142974995618,11.856778445337298,1.1591608296008693,1.0000000000000009,1.2403482247040465,0.4143844280347552,0.744776401566114,0.436687226068011,1.0000000000000009,0.3745558455090947,0.22763164038395747,0.20905558568405355,0.5,well_estimated,0,1,9.950000000000003 +300,11,16.75474539973137,154,11,0.03666666666666667,80,16.75474539973137,0.5833333333333334,0.6098517823051665,17,0.11038961038961038,0.6054144866891785,16.69109097440762,11,0.03666666666666667,89,19.64900397053282,0.5833333333333334,0.6113687435567058,20,0.12987012987012986,0.6078008987875675,19.526103536877486,11,0.03666666666666667,80,16.724968783683895,0.59,0.6101958944619503,16,0.1038961038961039,0.6057501695196947,16.677683330514814,0.15169612515393283,0.0,0.2386412098388968,0.14293528455073853,0.008760840603194292,0.03441121567838712,0.6666666666666599,0.03356828305162152,0.042065780049443266,-0.007654564371056147,0.75,well_estimated,0,1,9.950000000000003 +300,14,19.999995998019184,154,14,0.04666666666666667,90,19.999995998019184,0.5866666666666667,0.6114484019070945,20,0.12987012987012986,0.6076405346919901,19.861207095564552,14,0.04666666666666667,90,19.999995998019184,0.5866666666666667,0.6114484019070945,20,0.12987012987012986,0.6076405346919901,19.861207095564552,14,0.04666666666666667,90,19.999995998019184,0.5866666666666667,0.6114484019070945,20,0.12987012987012986,0.6076405346919901,19.861207095564552,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,0,1,9.950000000000003 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5161154959516393,0,0.0,0.5115439384395135,0.0,0,0.0,87,19.506031991775956,0.5666666666666667,0.5876938442177198,23,0.14556962025316456,0.5819451602765003,19.40672774138693,0,0.0,0,0.0,0.5266666666666666,0.5161154959516393,0,0.0,0.5115439384395135,0.0,7.157834826608045,4.0000000000000036,7.040122183698683,1.1758625001258234,5.9819723264822215,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,0,2,9.950000000000003 +300,5,4.8964092109932285,158,5,0.016666666666666666,31,4.8964092109932285,0.5566666666666666,0.5529010045682209,6,0.0379746835443038,0.5470227494397428,4.953412877196557,5,0.016666666666666666,86,18.946859329771726,0.58,0.5912998580544354,21,0.13291139240506328,0.5856865056885088,18.815009734711612,5,0.016666666666666666,38,4.887805567988602,0.58,0.5675483405031141,5,0.03164556962025317,0.562614200627283,4.8374139109161245,3.8398853486214524,2.3333333333333317,3.8663756248765946,0.8834898175927924,2.95639553102866,1.4647335934893202,2.3333333333333317,1.5591451187540128,0.4132404560829435,1.0514931374063767,0.25,well_estimated,0,2,9.950000000000003 +300,14,11.193699066200244,158,14,0.04666666666666667,62,11.193699066200244,0.5733333333333334,0.5825818821527782,15,0.0949367088607595,0.5767760199203362,11.13629951595576,14,0.04666666666666667,92,20.714314101630997,0.5766666666666667,0.5949608673222582,24,0.1518987341772152,0.589231482807811,20.58885923284727,14,0.04666666666666667,64,11.186247135790193,0.5766666666666667,0.5892141345118326,13,0.08227848101265822,0.5840378322311998,10.990556789010501,1.2378985169479995,0.33333333333332993,1.2455462887474789,0.5282184604827777,0.7096800564652218,0.6632252359054402,0.33333333333332993,0.7261812310863536,0.3989676825692347,0.26425755333620554,0.5,well_estimated,0,2,9.950000000000003 +300,20,15.903896359731252,158,20,0.06666666666666667,79,15.903896359731252,0.58,0.5943218423082806,20,0.12658227848101267,0.5888104436417296,15.773578886327243,20,0.06666666666666667,93,20.822628672144514,0.5833333333333334,0.5968091485830165,24,0.1518987341772152,0.591012241871689,20.63721284093866,20,0.06666666666666667,80,15.862994263119202,0.5833333333333334,0.5953430303046743,18,0.11392405063291139,0.5898139557064352,15.67551696214866,0.24873062747359231,0.33333333333334103,0.2201798229959362,0.2362645348656288,0.012466092607963525,0.10211879963937243,0.33333333333334103,0.1003512064705614,0.19638865479956444,-0.09426985516019201,0.75,well_estimated,0,2,9.950000000000003 +300,28,21.18652620744403,158,28,0.09333333333333334,95,21.18652620744403,0.5666666666666667,0.598080871668844,28,0.17721518987341772,0.5932708374755027,20.90787625883716,28,0.09333333333333334,95,21.18652620744403,0.5666666666666667,0.598080871668844,28,0.17721518987341772,0.5932708374755027,20.90787625883716,28,0.09333333333333334,95,21.18652620744403,0.5666666666666667,0.598080871668844,28,0.17721518987341772,0.5932708374755027,20.90787625883716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,0,2,9.950000000000003 +300,0,0.0,151,0,0.0,0,0.0,0.5033333333333333,0.5148861883149505,0,0.0,0.5124555642964804,0.0,0,0.0,86,19.969559125586432,0.5833333333333334,0.585820443786118,15,0.09933774834437085,0.5810716251216903,20.10666110148332,0,0.0,0,0.0,0.5033333333333333,0.5148861883149505,0,0.0,0.5124555642964804,0.0,7.09342554711675,8.000000000000007,6.8616060825209875,1.3438921535251158,5.749533393591634,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,0,3,9.950000000000003 +300,12,5.851778594616569,151,12,0.04,33,5.851778594616569,0.5533333333333333,0.5601807385609192,4,0.026490066225165563,0.5560177340463532,6.018491780057423,12,0.04,88,19.60201195053142,0.59,0.5959975087515426,18,0.11920529801324503,0.5911759386008321,19.72304294229245,12,0.04,43,5.845241486550257,0.56,0.5747535381475792,3,0.019867549668874173,0.5714938913684031,5.7996388333005715,3.581677019062335,3.6666666666666625,3.5158204554478822,0.927421943164625,2.65425507589771,1.4572799586660024,0.666666666666671,1.5476157322049877,0.4797148097140075,0.9775651489519949,0.25,well_estimated,0,3,9.950000000000003 +300,15,10.587448294047906,151,15,0.05,59,10.587448294047906,0.5733333333333334,0.582784439887455,7,0.046357615894039736,0.5780749217274975,10.614269475465951,15,0.05,91,20.653921337379803,0.58,0.5971352064599783,20,0.13245033112582782,0.5916659799549655,20.837177148571946,15,0.05,62,10.57861797932681,0.58,0.5900897203109757,8,0.052980132450331126,0.5860397179114286,10.586616515037743,1.4350766572523321,0.6666666666666599,1.3591058227467978,0.8609998812781464,0.5740767759741857,0.7305280423520744,0.6666666666666599,0.7964796183931089,0.48176792864700135,0.248760113705073,0.5,well_estimated,0,3,9.950000000000003 +300,26,16.384050169653733,151,26,0.08666666666666667,80,16.384050169653733,0.5833333333333334,0.5980058967945773,13,0.08609271523178808,0.5935371468963632,16.3072744357807,26,0.08666666666666667,94,21.368558036760735,0.57,0.599935734637583,21,0.1390728476821192,0.5936526516002579,21.59501708618887,26,0.08666666666666667,81,16.378399627269324,0.58,0.5983335590346748,13,0.08609271523178808,0.5941806435030874,16.232334281350955,0.19298378430057106,-1.333333333333342,0.01155047038947643,0.3194971173026083,-0.12651333300203726,0.03276622400975038,-0.33333333333334103,0.06434966067242476,0.12146250117356966,-0.08869627716381928,0.75,well_estimated,0,3,9.950000000000003 +300,34,22.97930969314707,151,34,0.11333333333333333,99,22.97930969314707,0.57,0.6002839837054395,22,0.1456953642384106,0.594382307991321,23.10592706734419,34,0.11333333333333333,99,22.97930969314707,0.57,0.6002839837054395,22,0.1456953642384106,0.594382307991321,23.10592706734419,34,0.11333333333333333,99,22.97930969314707,0.57,0.6002839837054395,22,0.1456953642384106,0.594382307991321,23.10592706734419,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,0,3,9.950000000000003 +300,0,0.0,168,0,0.0,0,0.0,0.56,0.556629762470219,0,0.0,0.5543520477437598,0.0,0,0.0,74,16.971052496547916,0.64,0.6215842557772365,16,0.09523809523809523,0.6195321657176039,16.95903032243812,0,0.0,0,0.0,0.56,0.556629762470219,0,0.0,0.5543520477437598,0.0,6.495449330701753,7.9999999999999964,6.518011797384416,1.1099179600998625,5.385531370601891,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,1,0,9.800000000000008 +300,10,4.081881677526408,168,10,0.03333333333333333,25,4.081881677526408,0.5966666666666667,0.5894275461520906,4,0.023809523809523808,0.5864268126561599,4.098088858414014,10,0.03333333333333333,82,20.072059528655952,0.6166666666666667,0.624160821427137,23,0.13690476190476192,0.6207224387610326,20.200772001939807,8,0.02666666666666667,28,4.075553817994764,0.62,0.5981656983251415,4,0.023809523809523808,0.5942393530632784,4.272573220717591,3.473327527504644,2.0000000000000018,3.429562610487269,1.0215958275484367,2.4517316999562073,0.8738152173050961,2.3333333333333317,0.7812540407118429,0.25873762789805327,0.6150775894070428,0.25,well_estimated,1,0,9.800000000000008 +300,7,9.242007489749074,168,7,0.023333333333333334,47,9.242007489749074,0.61,0.609136143489287,11,0.06547619047619048,0.6068475437053157,9.244010648380316,7,0.023333333333333334,81,19.63639883777501,0.6233333333333333,0.6236652460750243,21,0.125,0.6210409471201555,19.627811334558693,6,0.02,50,9.240850909096785,0.6266666666666667,0.6141546052316177,10,0.05952380952380952,0.6108796318584825,9.391156748979471,1.4529102585737252,1.3333333333333308,1.4193403414839767,0.5760235699588715,0.8768866886148537,0.5018461742330671,1.6666666666666718,0.4032088153166802,0.3902792097541298,0.11156696447893732,0.5,well_estimated,1,0,9.800000000000008 +300,12,15.564014718983863,168,12,0.04,70,15.564014718983863,0.62,0.6227268435114617,17,0.10119047619047619,0.6203119841882544,15.574578422890292,12,0.04,83,20.385013481492525,0.6133333333333333,0.624409047549865,24,0.14285714285714285,0.6208375520584897,20.52845501887292,12,0.04,70,15.56344399478164,0.6233333333333333,0.6230588938901025,17,0.10119047619047619,0.6203414551972178,15.586225344414864,0.16822040384033565,-0.666666666666671,0.05255678702352773,0.2601764996430055,-0.09195609580266983,0.033205037864081355,0.33333333333332993,0.0029471008963444234,0.07854741841865369,-0.045342380554572334,0.75,well_estimated,1,0,9.800000000000008 +300,19,21.241290264206118,168,19,0.06333333333333334,86,21.241290264206118,0.6133333333333333,0.6247352758672633,26,0.15476190476190477,0.6212420815711241,21.411627828536105,19,0.06333333333333334,86,21.241290264206118,0.6133333333333333,0.6247352758672633,26,0.15476190476190477,0.6212420815711241,21.411627828536105,19,0.06333333333333334,86,21.241290264206118,0.6133333333333333,0.6247352758672633,26,0.15476190476190477,0.6212420815711241,21.411627828536105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,1,0,9.800000000000008 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5417863967059967,0,0.0,0.5371577529543197,0.0,0,0.0,89,21.268067848780305,0.5833333333333334,0.6103708664656875,19,0.12101910828025478,0.6025256997209925,21.55114736935753,0,0.0,0,0.0,0.5233333333333333,0.5417863967059967,0,0.0,0.5371577529543197,0.0,6.858446975969079,6.000000000000005,6.536794676667279,1.59415952201056,5.264287453958518,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,1,1,9.800000000000008 +300,15,5.145952477117338,157,15,0.05,28,5.145952477117338,0.57,0.576738357383609,4,0.025477707006369428,0.570037014932327,5.316351547010584,15,0.05,89,21.074764788252924,0.5866666666666667,0.6150387667100549,19,0.12101910828025478,0.6079551443025493,21.31313183500825,9,0.03,34,5.131981051862484,0.56,0.5895820989744923,6,0.03821656050955414,0.5820194539147496,5.3696010219904435,3.830040932644585,1.6666666666666718,3.791812937022232,1.245321463467652,2.584719469176933,1.2843741590883306,-0.9999999999999898,1.1982438982422683,0.4160976521119378,0.8682765069763929,0.25,well_estimated,1,1,9.800000000000008 +300,12,9.582517413221208,157,12,0.04,50,9.582517413221208,0.5833333333333334,0.5984426321312468,10,0.06369426751592357,0.5906153860128968,9.79697613737776,12,0.04,89,21.00833253332814,0.5866666666666667,0.6145996619670022,19,0.12101910828025478,0.607401155094135,21.27197470907067,12,0.04,53,9.573487833580126,0.5833333333333334,0.6039614916248821,10,0.06369426751592357,0.5963256903260999,9.778183045333895,1.6157029835755399,0.33333333333332993,1.6785769081238189,0.91910692759862,0.6965960559769199,0.5518859493635286,0.0,0.5710304313203185,0.3023706506418701,0.24951529872165856,0.5,well_estimated,1,1,9.800000000000008 +300,15,14.612685698254053,157,15,0.05,70,14.612685698254053,0.6066666666666667,0.6102609386341856,12,0.07643312101910828,0.6046573350906942,14.621880885426643,15,0.05,89,21.074764788252924,0.5866666666666667,0.6150387667100549,19,0.12101910828025478,0.6079551443025493,21.31313183500825,15,0.05,71,14.502649481233325,0.5933333333333334,0.6119821484829352,14,0.08917197452229299,0.607030107015785,14.480094602706224,0.47778280758692393,-2.0000000000000018,0.3297809211855074,0.49320917339417253,-0.015426365807248599,0.1721209848749572,-1.3333333333333308,0.23727719250907775,0.24736820387453928,-0.07524721899958209,0.75,well_estimated,1,1,9.800000000000008 +300,20,21.501445919429003,157,20,0.06666666666666667,91,21.501445919429003,0.5866666666666667,0.6153648583147414,20,0.12738853503184713,0.6096410584704586,21.649549398751393,20,0.06666666666666667,91,21.501445919429003,0.5866666666666667,0.6153648583147414,20,0.12738853503184713,0.6096410584704586,21.649549398751393,20,0.06666666666666667,91,21.501445919429003,0.5866666666666667,0.6153648583147414,20,0.12738853503184713,0.6096410584704586,21.649549398751393,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,1,1,9.800000000000008 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5275076101277786,0,0.0,0.5262331202849301,0.0,0,0.0,82,18.2966867095247,0.5766666666666667,0.5967507741229864,25,0.1524390243902439,0.5925203775156135,18.76382754869101,0,0.0,0,0.0,0.5466666666666666,0.5275076101277786,0,0.0,0.5262331202849301,0.0,6.92431639952078,3.0000000000000027,6.6287257230683405,1.589140087523529,5.335176311997251,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,1,2,9.800000000000008 +300,6,4.836056226816718,164,6,0.02,28,4.836056226816718,0.55,0.5573208804624926,9,0.054878048780487805,0.5542761392965743,5.056292471350085,6,0.02,85,19.354391608526132,0.5833333333333334,0.5980849007649038,25,0.1524390243902439,0.5940857622791595,19.7456789900162,6,0.02,35,4.810767125062585,0.5566666666666666,0.5739884423664126,11,0.06707317073170732,0.57125924908885,5.090975272432402,4.0764020302411215,3.3333333333333326,3.980962298258528,1.210447964911941,2.8659540653291806,1.6667561903919936,0.6666666666666599,1.6983109792275686,0.6811296673652947,0.985626523026699,0.25,well_estimated,1,2,9.800000000000008 +300,9,9.87097434643987,164,9,0.03,53,9.87097434643987,0.57,0.583732986318055,15,0.09146341463414634,0.5820755027717675,9.930193237509975,9,0.03,87,20.106762274944582,0.5866666666666667,0.5985524768289122,26,0.15853658536585366,0.5951909705656658,20.49167195136867,8,0.02666666666666667,56,9.869922760265997,0.5666666666666667,0.59069136510195,18,0.10975609756097561,0.5883428716576902,10.160879929374323,1.481949051085718,1.6666666666666718,1.3115467793898383,0.8113374712537839,0.6706115798319342,0.6958378783894936,-0.33333333333332993,0.626736888592272,0.5936857987327739,0.10215207965671969,0.5,well_estimated,1,2,9.800000000000008 +300,11,14.89477092032811,164,11,0.03666666666666667,72,14.89477092032811,0.5766666666666667,0.5971992294219703,22,0.13414634146341464,0.5946926972182536,15.160822066080526,11,0.03666666666666667,87,20.19472964556687,0.5866666666666667,0.5988473401818546,26,0.15853658536585366,0.5959771062954258,20.486255796755533,11,0.03666666666666667,72,14.8009060119397,0.5833333333333334,0.5978965861078979,21,0.12804878048780488,0.5955731413198726,15.044854439140142,0.1648110759884247,1.0000000000000009,0.12844090771721994,0.3644056056624895,-0.19959452967406477,0.06973566859275193,0.666666666666671,0.08804441016190268,0.13004608867727235,-0.06031042008452042,0.75,well_estimated,1,2,9.800000000000008 +300,21,20.65760700101977,164,21,0.07,89,20.65760700101977,0.5733333333333334,0.5996192500907082,28,0.17073170731707318,0.5974027435356256,20.891628829387173,21,0.07,89,20.65760700101977,0.5733333333333334,0.5996192500907082,28,0.17073170731707318,0.5974027435356256,20.891628829387173,21,0.07,89,20.65760700101977,0.5733333333333334,0.5996192500907082,28,0.17073170731707318,0.5974027435356256,20.891628829387173,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,1,2,9.800000000000008 +300,0,0.0,180,0,0.0,0,0.0,0.6,0.5480409876737019,0,0.0,0.5471884199117731,0.0,0,0.0,92,22.868838982987953,0.6266666666666667,0.6158310212572938,30,0.16666666666666666,0.612788587475129,23.13506405990978,0,0.0,0,0.0,0.6,0.5480409876737019,0,0.0,0.5471884199117731,0.0,6.779003358359192,2.6666666666666727,6.560016756335585,1.6001891952075773,5.178814163151615,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,1,3,9.800000000000008 +300,7,5.385169398863518,180,7,0.023333333333333334,32,5.385169398863518,0.6433333333333333,0.5887155944925492,7,0.03888888888888889,0.5871921805298357,5.415385335409317,7,0.023333333333333334,92,22.562259006938287,0.6266666666666667,0.6201239243570519,30,0.16666666666666666,0.6180315986854655,22.81474599501975,7,0.023333333333333334,36,5.3747930910397255,0.6366666666666667,0.5973154046705346,9,0.05,0.5962127252696867,5.400746552224768,3.1408329864502704,-1.6666666666666607,3.083941815562985,1.1357543400538748,2.0050786463963957,0.859981017798539,-0.6666666666666599,0.9020544739851033,0.39574139703198047,0.4642396207665585,0.25,well_estimated,1,3,9.800000000000008 +300,17,10.232758990038409,180,17,0.056666666666666664,52,10.232758990038409,0.62,0.6058479060746765,17,0.09444444444444444,0.6048837905456924,10.25376930274542,17,0.056666666666666664,93,22.370737106948148,0.63,0.6227862341749841,29,0.16111111111111112,0.6217234746776096,22.526567392399624,16,0.05333333333333334,56,10.227228006696299,0.6333333333333333,0.6128156462100687,17,0.09444444444444444,0.6115854506783422,10.313649094220462,1.6938328100307598,1.0000000000000009,1.6839684131917165,0.9284024723845569,0.7654303376462029,0.6967740135392142,1.3333333333333308,0.6701660132649834,0.4308468663858011,0.2659271471534131,0.5,well_estimated,1,3,9.800000000000008 +300,23,17.07255714798489,180,23,0.07666666666666666,78,17.07255714798489,0.6466666666666666,0.6215245347473786,21,0.11666666666666667,0.6213179484133795,16.9833010258982,23,0.07666666666666666,91,21.452540111204176,0.6433333333333333,0.6235890052708568,26,0.14444444444444443,0.6231189406036628,21.481737105387143,23,0.07666666666666666,78,17.04613022200599,0.6333333333333333,0.6218148211574466,24,0.13333333333333333,0.620614970321959,17.152918842097012,0.20644705234782457,-0.33333333333332993,0.18009921902832904,0.22719851409927694,-0.02075146175145237,0.029028641006800804,-1.3333333333333308,-0.0702978091420503,0.1261228758186454,-0.09709423481184459,0.75,well_estimated,1,3,9.800000000000008 +300,28,21.39430989529357,180,28,0.09333333333333334,91,21.39430989529357,0.6366666666666667,0.6237703750000136,27,0.15,0.6234169453495962,21.36164334866539,28,0.09333333333333334,91,21.39430989529357,0.6366666666666667,0.6237703750000136,27,0.15,0.6234169453495962,21.36164334866539,28,0.09333333333333334,91,21.39430989529357,0.6366666666666667,0.6237703750000136,27,0.15,0.6234169453495962,21.36164334866539,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,1,3,9.800000000000008 +300,0,0.0,143,0,0.0,0,0.0,0.4766666666666667,0.5206406679911986,0,0.0,0.5133003714255314,0.0,0,0.0,89,19.300663456967214,0.5566666666666666,0.6124168983355018,19,0.13286713286713286,0.6009211097254412,19.58251425663783,0,0.0,0,0.0,0.4766666666666667,0.5206406679911986,0,0.0,0.5133003714255314,0.0,9.177623034430326,7.9999999999999964,8.76207382999098,1.0947271769578122,8.082895857472513,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,2,0,7.15 +300,9,3.9901202013571133,143,9,0.03,27,3.9901202013571133,0.53,0.5636625741429988,1,0.006993006993006993,0.5552154309734895,3.9905845539397475,9,0.03,94,20.4094028574386,0.5566666666666666,0.6189553807006799,21,0.14685314685314685,0.6085564510355587,20.575619604701163,8,0.02666666666666667,36,3.9205418491246378,0.5333333333333333,0.5894595576535082,2,0.013986013986013986,0.579836913260382,4.0921164418658345,5.52928065576811,2.6666666666666616,5.33410200620692,0.9716335499436856,4.557647105824424,2.579698351050941,0.33333333333332993,2.4621482286892538,0.26444126163731374,2.315257089413627,0.25,well_estimated,2,0,7.15 +300,16,10.363853406474693,143,16,0.05333333333333334,62,10.363853406474693,0.5533333333333333,0.6076248222032338,10,0.06993006993006994,0.5973352309939263,10.62231507576474,16,0.05333333333333334,98,21.586955899566778,0.5633333333333334,0.6216658716579995,22,0.15384615384615385,0.6109310653246013,21.787058067145555,16,0.05333333333333334,64,10.349321810305891,0.5566666666666666,0.6130582839892027,11,0.07692307692307693,0.6017758303654288,10.67609170137036,1.4041049454765697,1.0000000000000009,1.3595834330675016,0.5840955643969196,0.8200093810796502,0.5433461785968929,0.33333333333332993,0.44405993715025405,0.34156009474857185,0.20178608384832109,0.5,well_estimated,2,0,7.15 +300,20,15.67736752833342,143,20,0.06666666666666667,81,15.67736752833342,0.56,0.6190786294444225,16,0.11188811188811189,0.608674001638128,15.831435117696644,20,0.06666666666666667,98,21.64495641297831,0.57,0.6226282106109333,20,0.13986013986013987,0.611995534426756,21.837209423713666,20,0.06666666666666667,81,15.666846993697519,0.5733333333333334,0.6199216652995109,14,0.0979020979020979,0.6089341013347409,15.886760789536577,0.3549581166510829,0.9999999999999898,0.3321532788628012,0.26623196424238543,0.08872615240869747,0.0843035855088381,1.3333333333333308,0.02600996966128921,0.21106456820154884,-0.12676098269271074,0.75,well_estimated,2,0,7.15 +300,34,25.2647680173855,143,34,0.11333333333333333,109,25.2647680173855,0.58,0.6237340929411118,22,0.15384615384615385,0.6125996247251193,25.53662137076545,34,0.11333333333333333,109,25.2647680173855,0.58,0.6237340929411118,22,0.15384615384615385,0.6125996247251193,25.53662137076545,34,0.11333333333333333,109,25.2647680173855,0.58,0.6237340929411118,22,0.15384615384615385,0.6125996247251193,25.53662137076545,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,2,0,7.15 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.5531744064463813,0,0.0,0.5450615292736921,0.0,0,0.0,75,17.40150170532897,0.6233333333333333,0.6182150895260492,22,0.1286549707602339,0.6088303519610431,17.463596813814032,0,0.0,0,0.0,0.57,0.5531744064463813,0,0.0,0.5450615292736921,0.0,6.504068307966793,5.333333333333334,6.376882268735096,0.8228461872433156,5.681222120723477,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,2,1,7.15 +300,4,4.596654513240338,171,4,0.013333333333333334,26,4.596654513240338,0.61,0.5854794595066777,5,0.029239766081871343,0.5763512256338775,4.719501767549288,4,0.013333333333333334,74,16.747381477448982,0.63,0.6199389357661461,21,0.12280701754385964,0.6095595356854878,16.88545953645544,4,0.013333333333333334,32,4.559454620809463,0.6,0.5994639810219841,7,0.04093567251461988,0.5894116653911775,4.737101891592319,3.4459476259468436,2.0000000000000018,3.320831005161029,0.5677520424794144,2.8781955834674293,1.398452151530638,-1.0000000000000009,1.306043975729998,0.28197768288400393,1.1164744686466341,0.25,well_estimated,2,1,7.15 +300,8,9.465988523848006,171,8,0.02666666666666667,51,9.465988523848006,0.6366666666666667,0.6132035596512391,10,0.05847953216374269,0.6025305062499728,9.718438786484112,8,0.02666666666666667,76,17.233748862042415,0.6266666666666667,0.6210490946558539,22,0.1286549707602339,0.6106958229946187,17.356777177180145,8,0.02666666666666667,53,9.458312048647253,0.6333333333333333,0.6150354284331305,11,0.06432748538011696,0.6050820858380654,9.592710364356646,0.7845535004614823,-1.0000000000000009,0.8165316744645823,0.33045001521124484,0.45410348525023747,0.18318687818914547,-0.33333333333334103,0.25515795880926007,0.09687295506960751,0.08631392311953796,0.5,well_estimated,2,1,7.15 +300,12,13.352186371575321,171,12,0.04,64,13.352186371575321,0.6433333333333333,0.6188259320235325,14,0.08187134502923976,0.6090545189555278,13.413121148979748,12,0.04,75,16.999314243875663,0.6266666666666667,0.6216988096469858,21,0.12280701754385964,0.6117268009134829,17.068577595910558,12,0.04,64,13.34678947411555,0.6333333333333333,0.6200420342772541,16,0.0935672514619883,0.6105613727130972,13.370838733545167,0.28728776234532294,-1.6666666666666607,0.26722819579551027,0.1550472032164983,0.13224055912882463,0.1216102253721596,-1.0000000000000009,0.15068537575694263,0.0728393696827863,0.048770855689373296,0.75,well_estimated,2,1,7.15 +300,17,17.750064690067585,171,17,0.056666666666666664,77,17.750064690067585,0.6233333333333333,0.6220378214535591,22,0.1286549707602339,0.6123827314678711,17.755272699057787,17,0.056666666666666664,77,17.750064690067585,0.6233333333333333,0.6220378214535591,22,0.1286549707602339,0.6123827314678711,17.755272699057787,17,0.056666666666666664,77,17.750064690067585,0.6233333333333333,0.6220378214535591,22,0.1286549707602339,0.6123827314678711,17.755272699057787,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,2,1,7.15 +300,0,0.0,150,0,0.0,0,0.0,0.5,0.5309279603068954,0,0.0,0.5227665075384692,0.0,0,0.0,89,19.57673901486003,0.6,0.6197205722293374,15,0.1,0.6077430123055669,19.860920417082358,0,0.0,0,0.0,0.5,0.5309279603068954,0,0.0,0.5227665075384692,0.0,8.879261192244204,9.999999999999998,8.497650476709772,1.0440291203360017,7.8352320719082025,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,2,2,7.15 +300,5,5.850643998301948,150,5,0.016666666666666666,32,5.850643998301948,0.5466666666666666,0.5722345978831455,5,0.03333333333333333,0.5633405648331112,5.844335655152277,5,0.016666666666666666,89,19.654689440844983,0.59,0.6225399007035457,16,0.10666666666666667,0.6104995420668667,19.97494808907709,5,0.016666666666666666,40,5.844003782380188,0.5866666666666667,0.5965672735762467,2,0.013333333333333334,0.5869516639529266,5.986519691833681,5.030530282040024,4.333333333333334,4.715897723375551,0.7364763389255572,4.294053943114466,2.433267569310127,4.0000000000000036,2.3611099119815404,0.3992274867216856,2.034040082588441,0.25,well_estimated,2,2,7.15 +300,8,11.397390294275432,150,8,0.02666666666666667,60,11.397390294275432,0.5933333333333334,0.6062590383427137,8,0.05333333333333334,0.5972148613902065,11.452206751389747,8,0.02666666666666667,92,20.587952878876845,0.5933333333333334,0.6239499947806959,17,0.11333333333333333,0.6117224072169953,20.92913353880118,8,0.02666666666666667,63,11.388095649748276,0.6033333333333334,0.6142897094458752,7,0.04666666666666667,0.6049624021319391,11.426751527211989,1.7690956437982241,0.0,1.4507545826788815,0.502455877953019,1.266639765845205,0.803067110316158,1.0000000000000009,0.7747540741732561,0.2933904214620999,0.509676688854058,0.5,well_estimated,2,2,7.15 +300,18,19.614906785028378,150,18,0.06,89,19.614906785028378,0.6033333333333334,0.6240293106723946,16,0.10666666666666667,0.6141926573950404,19.711429766339567,18,0.06,99,23.080446313037783,0.6033333333333334,0.6262010993692597,20,0.13333333333333333,0.6153274373248884,23.244440261372286,15,0.05,90,19.56315825895773,0.6066666666666667,0.6253759030481038,15,0.1,0.6140200685886351,19.807223657919167,0.21717886968650735,0.0,0.11347799298480066,0.18700609157238166,0.030172778114125692,0.13465923757091103,0.33333333333332993,-0.017258880640524943,0.2171667060703139,-0.08250746849940288,0.75,well_estimated,2,2,7.15 +300,21,23.657289667950742,150,21,0.07,101,23.657289667950742,0.6033333333333334,0.6262837732102887,21,0.14,0.6156297350029576,23.786299197566727,21,0.07,101,23.657289667950742,0.6033333333333334,0.6262837732102887,21,0.14,0.6156297350029576,23.786299197566727,21,0.07,101,23.657289667950742,0.6033333333333334,0.6262837732102887,21,0.14,0.6156297350029576,23.786299197566727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,2,2,7.15 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5107474042698209,0,0.0,0.5017786023005887,0.0,0,0.0,97,19.965431571334065,0.6433333333333333,0.6040494772059343,15,0.09615384615384616,0.5916593512909883,20.017818166545176,0,0.0,0,0.0,0.52,0.5107474042698209,0,0.0,0.5017786023005887,0.0,9.330207293611338,12.333333333333329,8.988074899039965,0.9688566863208956,8.361350607290442,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,2,3,7.15 +300,13,5.10898714656189,156,13,0.043333333333333335,35,5.10898714656189,0.58,0.5600079652859392,3,0.019230769230769232,0.5500399774604866,5.199983709205634,13,0.043333333333333335,104,21.605509711294786,0.6533333333333333,0.6115019697169657,18,0.11538461538461539,0.5995535337944512,21.686849898139613,12,0.04,41,5.1089580581028455,0.5933333333333334,0.5769538765251948,4,0.02564102564102564,0.5659512225620907,5.273245876606948,5.149400443102648,7.333333333333336,4.951355633396459,0.7582783730219662,4.391122070080682,1.6945911239255596,1.333333333333342,1.5911245101604132,0.2769113272474024,1.4176797966781571,0.25,well_estimated,2,3,7.15 +300,16,11.293760708270073,156,16,0.05333333333333334,69,11.293760708270073,0.6333333333333333,0.5963329162135809,8,0.05128205128205128,0.5850783079857067,11.419821571338673,16,0.05333333333333334,104,21.52056504266116,0.66,0.6126496717944974,18,0.11538461538461539,0.6007505416638941,21.60994412549645,16,0.05333333333333334,70,11.242718326632303,0.6366666666666667,0.6010294126474897,8,0.05128205128205128,0.5895749447008153,11.397585410727869,1.6316755580916498,2.6666666666666727,1.5672233678187375,0.533845687544249,1.0978298705474008,0.4696496433908792,0.33333333333334103,0.4496636715108582,0.196556468694121,0.2730931746967582,0.5,well_estimated,2,3,7.15 +300,25,16.5330609875836,156,25,0.08333333333333333,89,16.5330609875836,0.66,0.6101416775841244,13,0.08333333333333333,0.5988886612452793,16.611629090671467,25,0.08333333333333333,105,21.742784911050922,0.66,0.6147451080956462,19,0.12179487179487179,0.6031136910966081,21.81068312094405,25,0.08333333333333333,90,16.518170609275654,0.65,0.6115481799880144,14,0.08974358974358974,0.6007072850947537,16.57009234522747,0.4603430511521789,0.0,0.42250298513287765,0.27192307348448996,0.18841997766768892,0.14065024038899532,-1.0000000000000009,0.1818623849474399,0.16728828107081029,-0.026638040681814967,0.75,well_estimated,2,3,7.15 +300,29,22.863901807381502,156,29,0.09666666666666666,108,22.863901807381502,0.67,0.615021934291483,19,0.12179487179487179,0.6033258065823639,22.92369951627448,29,0.09666666666666666,108,22.863901807381502,0.67,0.615021934291483,19,0.12179487179487179,0.6033258065823639,22.92369951627448,29,0.09666666666666666,108,22.863901807381502,0.67,0.615021934291483,19,0.12179487179487179,0.6033258065823639,22.92369951627448,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,2,3,7.15 +300,0,0.0,149,0,0.0,0,0.0,0.49666666666666665,0.5210495347846049,0,0.0,0.5132161674408486,0.0,0,0.0,84,18.765877396012428,0.6233333333333333,0.5936734430856202,11,0.0738255033557047,0.5914971677766359,17.73080501477296,0,0.0,0,0.0,0.49666666666666665,0.5210495347846049,0,0.0,0.5132161674408486,0.0,7.262390830101529,12.666666666666664,7.828100033578722,1.2863788531917169,5.9760119769098115,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,3,0,7.050000000000001 +300,6,4.159050795346484,149,6,0.02,28,4.159050795346484,0.5533333333333333,0.5615842883866803,2,0.013422818791946308,0.5559575718879008,3.8517883383500577,6,0.02,84,18.78280617913147,0.6233333333333333,0.5960490921072875,10,0.06711409395973154,0.5937889254706104,17.793517360090803,4,0.013333333333333334,31,4.156733886992504,0.5533333333333333,0.5688295488622925,2,0.013422818791946308,0.5634406738248545,3.817269751883774,3.446480372060723,6.999999999999995,3.7831353582709504,0.8853284275345619,2.561151944526161,0.7245260475612247,0.0,0.7483101936953673,0.1944292710407309,0.5300967765204938,0.25,well_estimated,3,0,7.050000000000001 +300,5,9.703108681950624,149,5,0.016666666666666666,53,9.703108681950624,0.5833333333333334,0.5828739923623272,7,0.04697986577181208,0.578598384544986,9.146417213470814,5,0.016666666666666666,83,18.430427500635457,0.6233333333333333,0.5959458013041122,10,0.06711409395973154,0.5937603253999142,17.438306704216988,4,0.013333333333333334,55,9.699870096947494,0.5866666666666667,0.5873813619142689,5,0.03355704697986577,0.5839637271743908,9.005788527459632,1.3071808941785057,3.9999999999999925,1.5161940854928169,0.5575788744161266,0.7496020197623791,0.45073695519417534,0.33333333333332993,0.5365342629404801,0.32018918936776525,0.1305477658264101,0.5,well_estimated,3,0,7.050000000000001 +300,6,14.51224353779172,149,6,0.02,70,14.51224353779172,0.6133333333333333,0.5939029360882679,8,0.053691275167785234,0.5907323394305075,13.749056675259151,6,0.02,84,18.78280617913147,0.6233333333333333,0.5960490921072875,10,0.06711409395973154,0.5937889254706104,17.793517360090803,6,0.02,70,14.396421437453512,0.6133333333333333,0.5941458960062939,7,0.04697986577181208,0.5909450550789888,13.623623787536218,0.2146156019019574,1.0000000000000009,0.3056586040102838,0.20101554316188588,0.013600058740071502,0.02429599180259201,0.0,0.021271564848124314,0.03551281271649032,-0.011216820913898314,0.75,well_estimated,3,0,7.050000000000001 +300,12,20.56437945327291,149,12,0.04,89,20.56437945327291,0.62,0.596381386058964,13,0.087248322147651,0.5944712786564141,19.48686887318797,12,0.04,89,20.56437945327291,0.62,0.596381386058964,13,0.087248322147651,0.5944712786564141,19.48686887318797,12,0.04,89,20.56437945327291,0.62,0.596381386058964,13,0.087248322147651,0.5944712786564141,19.48686887318797,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,3,0,7.050000000000001 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5424924846114595,0,0.0,0.535085642473982,0.0,0,0.0,82,20.137188475766134,0.58,0.6092590189140811,22,0.13664596273291926,0.6078757881042006,19.27068187194167,0,0.0,0,0.0,0.5366666666666666,0.5424924846114595,0,0.0,0.535085642473982,0.0,6.676653430262158,4.333333333333334,7.279014563021857,1.2177554206869656,5.458898009575193,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,3,1,7.050000000000001 +300,5,3.942539939933668,161,5,0.016666666666666666,25,3.942539939933668,0.5533333333333333,0.5773395523503368,5,0.031055900621118012,0.5722371130782438,3.6662897624886557,5,0.016666666666666666,77,18.149205559680805,0.5833333333333334,0.6101512780522877,20,0.12422360248447205,0.6090408936996736,17.280256520026764,4,0.013333333333333334,28,3.9314262342590958,0.56,0.5845700610402405,6,0.037267080745341616,0.5796042947640353,3.6507208902297514,3.28117257019509,3.0000000000000027,3.680378062142986,0.7266195162497417,2.554553053945348,0.7230508689903603,0.666666666666671,0.7367181685791535,0.21320144820118894,0.5098494207891714,0.25,well_estimated,3,1,7.050000000000001 +300,7,8.989028658511018,161,7,0.023333333333333334,46,8.989028658511018,0.5733333333333334,0.5974243123418528,10,0.062111801242236024,0.5930655810556333,8.596408210465098,6,0.02,76,17.835719541189953,0.5833333333333334,0.6101957538259867,20,0.12422360248447205,0.60890571366437,16.98704886097084,7,0.023333333333333334,48,8.904595540718212,0.5733333333333334,0.60208880912888,12,0.07453416149068323,0.5985856901289448,8.406103916281054,1.2771441484133894,1.0000000000000009,1.5840132608736623,0.4431756359366286,0.8339685124767608,0.46644967870271836,0.0,0.5520109073311463,0.21220757898962783,0.25424209971309053,0.5,well_estimated,3,1,7.050000000000001 +300,8,13.693709212199789,161,8,0.02666666666666667,63,13.693709212199789,0.58,0.6083081576811386,16,0.09937888198757763,0.6060642138473848,12.967895622720672,6,0.02,76,17.835719541189953,0.5833333333333334,0.6101957538259867,20,0.12422360248447205,0.60890571366437,16.98704886097084,7,0.023333333333333334,64,13.667381520089169,0.58,0.608557271043335,16,0.09937888198757763,0.6066182827798354,12.941542531644469,0.1887596144848125,0.33333333333334103,0.2841499816985116,0.18472612645571415,0.004033488029098337,0.024911336219646252,0.0,0.055406893245057987,0.10645413873452585,-0.0815428025148796,0.75,well_estimated,3,1,7.050000000000001 +300,6,17.835719541189953,161,6,0.02,76,17.835719541189953,0.5833333333333334,0.6101957538259867,20,0.12422360248447205,0.60890571366437,16.98704886097084,6,0.02,76,17.835719541189953,0.5833333333333334,0.6101957538259867,20,0.12422360248447205,0.60890571366437,16.98704886097084,6,0.02,76,17.835719541189953,0.5833333333333334,0.6101957538259867,20,0.12422360248447205,0.60890571366437,16.98704886097084,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,3,1,7.050000000000001 +300,0,0.0,146,0,0.0,0,0.0,0.4866666666666667,0.5074759004580403,0,0.0,0.499875342838783,0.0,0,0.0,92,20.428503598802138,0.58,0.5936488298822833,15,0.10273972602739725,0.5892148074217741,19.948636375721346,0,0.0,0,0.0,0.4866666666666667,0.5074759004580403,0,0.0,0.499875342838783,0.0,8.617292942424303,9.333333333333327,8.933946458299113,1.191305836157359,7.425987106266944,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,3,2,7.050000000000001 +300,7,4.831555674534037,146,7,0.023333333333333334,29,4.831555674534037,0.5266666666666666,0.5490849266341153,4,0.0273972602739726,0.5413936689480136,4.740906507133315,7,0.023333333333333334,95,20.91903360513232,0.5833333333333334,0.5981914331425199,16,0.1095890410958904,0.5938517061247337,20.38859680376231,5,0.016666666666666666,36,4.818202032018792,0.5533333333333333,0.56563530500592,2,0.0136986301369863,0.5601283141295077,4.494484384631428,4.910650650840454,5.666666666666675,5.245803717672015,0.9305272584713491,3.980123392369105,1.655037837180462,2.6666666666666727,1.8734645181494147,0.42472660717981753,1.2303112300006445,0.25,well_estimated,3,2,7.050000000000001 +300,4,10.14096845139452,146,4,0.013333333333333334,59,10.14096845139452,0.5666666666666667,0.5834266683903467,6,0.0410958904109589,0.5774696195861008,9.756607187578014,4,0.013333333333333334,93,20.423472394030558,0.5766666666666667,0.5966848938890302,16,0.1095890410958904,0.5921288789313082,19.929477625967838,4,0.013333333333333334,60,10.127363944598882,0.59,0.5875106833731847,5,0.03424657534246575,0.582768689525647,9.626519016780723,1.3258225498683496,1.0000000000000009,1.4659259345207398,0.5973670327932796,0.72845551707507,0.4084014982837947,2.3333333333333317,0.5299069939546208,0.252427266317546,0.1559742319662487,0.5,well_estimated,3,2,7.050000000000001 +300,12,16.64709052212571,146,12,0.04,83,16.64709052212571,0.59,0.5974147977495382,12,0.0821917808219178,0.5940319241007088,15.961965253152327,12,0.04,95,20.723474766065674,0.5933333333333334,0.5995914488230902,15,0.10273972602739725,0.595889662358215,20.03797843616283,12,0.04,83,16.502510261213956,0.6066666666666667,0.5981654417213734,9,0.06164383561643835,0.5936934174580174,15.904907603314674,0.21766510735520272,0.33333333333334103,0.18577382575062362,0.2082673190754536,0.00939778827974913,0.07506439718352187,1.6666666666666718,-0.03385066426914163,0.17978460212912212,-0.10472020494560025,0.75,well_estimated,3,2,7.050000000000001 +300,19,21.04956688959973,146,19,0.06333333333333334,96,21.04956688959973,0.6,0.6000866829371148,15,0.10273972602739725,0.5962502484233911,20.347636892430128,19,0.06333333333333334,96,21.04956688959973,0.6,0.6000866829371148,15,0.10273972602739725,0.5962502484233911,20.347636892430128,19,0.06333333333333334,96,21.04956688959973,0.6,0.6000866829371148,15,0.10273972602739725,0.5962502484233911,20.347636892430128,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,3,2,7.050000000000001 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5453238724674783,0,0.0,0.5359364237218,0.0,0,0.0,84,20.34974632213692,0.5966666666666667,0.6149434838416337,17,0.10897435897435898,0.6103011296161658,19.395726344971848,0,0.0,0,0.0,0.52,0.5453238724674783,0,0.0,0.5359364237218,0.0,6.96196113741554,7.666666666666666,7.436470589436583,1.4106295207581707,5.551331616657369,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,3,3,7.050000000000001 +300,10,4.535496948992089,156,10,0.03333333333333333,28,4.535496948992089,0.5466666666666666,0.5830449572090491,4,0.02564102564102564,0.5743859930558844,4.28863505399681,10,0.03333333333333333,82,18.83192308889358,0.6066666666666667,0.619294060380571,15,0.09615384615384616,0.6162432531058861,17.63639297811656,10,0.03333333333333333,33,4.524416143283369,0.56,0.5974652144886837,6,0.038461538461538464,0.5896020605552492,4.200578624290245,3.6249103171521857,6.000000000000005,4.185726005000168,0.9685442364840584,2.6563660806681275,1.4420257279634585,1.333333333333342,1.5216067499364772,0.32817295439575933,1.1138527735676993,0.25,well_estimated,3,3,7.050000000000001 +300,18,8.663062742171567,156,18,0.06,50,8.663062742171567,0.57,0.6091434267327501,9,0.057692307692307696,0.6023421364411999,8.044885894676876,18,0.06,81,18.624516985798618,0.6066666666666667,0.6202124410738485,16,0.10256410256410256,0.6175492323586124,17.4213522938582,18,0.06,52,8.607224345719134,0.6,0.6124881150767576,7,0.04487179487179487,0.6064084940459964,7.970952439193966,1.1069014341098415,3.6666666666666736,1.5207095917412428,0.5799553676313715,0.5269460664784701,0.3344688344007474,3.0000000000000027,0.40663576047964556,0.29132047611609635,0.04314835828465102,0.5,well_estimated,3,3,7.050000000000001 +300,22,14.596655614672311,156,22,0.07333333333333333,70,14.596655614672311,0.6066666666666667,0.6193779384427136,12,0.07692307692307693,0.615586465803118,13.551399936039443,20,0.06666666666666667,81,18.516963199332057,0.6066666666666667,0.6202594315682775,16,0.10256410256410256,0.6170736887503716,17.391102794305688,22,0.07333333333333333,70,14.559207042248318,0.61,0.6194939903797757,11,0.07051282051282051,0.6158388075939414,13.490093263516622,0.0881493125563848,0.0,0.14872229472535636,0.2011685480840241,-0.11301923552763929,0.011605193706210049,0.33333333333332993,0.02523417908233405,0.02732218311291723,-0.015716989406707182,0.75,well_estimated,3,3,7.050000000000001 +300,20,18.516963199332057,156,20,0.06666666666666667,81,18.516963199332057,0.6066666666666667,0.6202594315682775,16,0.10256410256410256,0.6170736887503716,17.391102794305688,20,0.06666666666666667,81,18.516963199332057,0.6066666666666667,0.6202594315682775,16,0.10256410256410256,0.6170736887503716,17.391102794305688,20,0.06666666666666667,81,18.516963199332057,0.6066666666666667,0.6202594315682775,16,0.10256410256410256,0.6170736887503716,17.391102794305688,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,3,3,7.050000000000001 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5178667001403054,0,0.0,0.5085020288055155,0.0,0,0.0,95,22.394690807156536,0.6266666666666667,0.603010062019756,26,0.15950920245398773,0.5918585193890693,22.06929227626954,0,0.0,0,0.0,0.5433333333333333,0.5178667001403054,0,0.0,0.5085020288055155,0.0,8.514336187945059,8.333333333333337,8.335649058355376,1.1846980502427942,7.329638137702265,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,4,0,7.400000000000007 +300,4,4.340486831097159,163,4,0.013333333333333334,24,4.340486831097159,0.59,0.5520971790285467,3,0.018404907975460124,0.5423031097461702,4.2458465653986845,4,0.013333333333333334,96,22.65751284036994,0.61,0.6056301403572314,28,0.17177914110429449,0.594296270090253,22.344371408510867,4,0.013333333333333334,33,4.337603913036928,0.6066666666666667,0.5719565066715674,4,0.024539877300613498,0.5615310679639385,4.381829167694565,5.3532961328684685,2.0000000000000018,5.199316034408275,0.9829154655560147,4.370380667312454,1.9859327643020674,1.6666666666666718,1.9227958217768237,0.3794093597888226,1.6065234045132448,0.25,well_estimated,4,0,7.400000000000007 +300,8,10.48871184411325,163,8,0.02666666666666667,55,10.48871184411325,0.6033333333333334,0.5877544361740142,14,0.08588957055214724,0.5776451310139582,10.329622011419032,8,0.02666666666666667,98,23.24842902386143,0.61,0.6069658799731739,29,0.17791411042944785,0.5961845479204713,22.889961268262393,8,0.02666666666666667,59,10.479136676459163,0.62,0.5955435113585839,14,0.08588957055214724,0.5850145323728231,10.272251671123477,1.9211443799159622,0.6666666666666599,1.8539416906513062,0.5374775026401957,1.3836668772757665,0.7789075184569616,1.6666666666666607,0.736940135886488,0.2727268266591167,0.5061806917978449,0.5,well_estimated,4,0,7.400000000000007 +300,18,17.6571840344871,163,18,0.06,83,17.6571840344871,0.5966666666666667,0.6057348297148518,25,0.15337423312883436,0.5950263124510199,17.379367617036184,18,0.06,97,22.633949853113414,0.6066666666666667,0.6081288786298877,29,0.17791411042944785,0.5972255264997318,22.255117476282834,16,0.05333333333333334,83,17.64015956429455,0.6066666666666667,0.6063424788456753,24,0.147239263803681,0.5953192787970373,17.39514907563963,0.2394048915035918,1.0000000000000009,0.21992140487119283,0.16762216897858226,0.07178272252500953,0.06076491308234511,1.0000000000000009,0.029296634601738702,0.09818738300925796,-0.03742246992691285,0.75,well_estimated,4,0,7.400000000000007 +300,20,23.26749411313436,163,20,0.06666666666666667,99,23.26749411313436,0.6066666666666667,0.608135736061096,29,0.17791411042944785,0.5973398726403039,22.880082068166093,20,0.06666666666666667,99,23.26749411313436,0.6066666666666667,0.608135736061096,29,0.17791411042944785,0.5973398726403039,22.880082068166093,20,0.06666666666666667,99,23.26749411313436,0.6066666666666667,0.608135736061096,29,0.17791411042944785,0.5973398726403039,22.880082068166093,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,4,0,7.400000000000007 +300,0,0.0,141,0,0.0,0,0.0,0.47,0.5430618850165438,0,0.0,0.5345724033800856,0.0,0,0.0,83,18.89608564579578,0.5333333333333333,0.6199426662998836,18,0.1276595744680851,0.6101308745334747,18.655722048208354,0,0.0,0,0.0,0.47,0.5430618850165438,0,0.0,0.5345724033800856,0.0,7.688078128333975,6.333333333333336,7.55584711533891,0.8601554743048181,6.827922654029157,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,4,1,7.400000000000007 +300,6,3.9513775938081,141,6,0.02,27,3.9513775938081,0.49666666666666665,0.5844596321558075,6,0.0425531914893617,0.5744818633185274,3.964071260423689,6,0.02,84,19.12015049452622,0.5266666666666666,0.621758046142015,19,0.1347517730496454,0.6121538571792626,18.886010727898412,6,0.02,29,3.93222669658594,0.51,0.5917805814906787,5,0.03546099290780142,0.5829293899984849,3.918829876492016,3.729841398620748,2.9999999999999973,3.7671993860735276,0.7115386102153411,3.018302788405407,0.7320949334871152,1.3333333333333364,0.8447526679957518,0.203087597654062,0.5290073358330531,0.25,well_estimated,4,1,7.400000000000007 +300,14,9.103888039961882,141,14,0.04666666666666667,49,9.103888039961882,0.5,0.6065522975399018,11,0.07801418439716312,0.5955823495483484,9.184770466953525,14,0.04666666666666667,86,19.66014182046118,0.5333333333333333,0.6229250480913754,19,0.1347517730496454,0.6133901087690199,19.412987616226932,12,0.04,52,9.091477722654776,0.5233333333333333,0.6126070149966697,9,0.06382978723404255,0.6026277627306624,9.102012158017972,1.637275055147358,3.3333333333333326,1.780775922067146,0.5102517855357245,1.1270232696116336,0.6054717456767889,2.3333333333333317,0.7045413182313998,0.22662051244547926,0.3788512332313096,0.5,well_estimated,4,1,7.400000000000007 +300,15,14.869782643250364,141,15,0.05,72,14.869782643250364,0.5266666666666666,0.6206887366111783,14,0.09929078014184398,0.611200221970925,14.724111681876114,15,0.05,85,19.294565349792595,0.5366666666666666,0.622982202062218,18,0.1276595744680851,0.6132684691441481,19.089155661454843,15,0.05,72,14.835061564003354,0.5233333333333333,0.6211613651110262,14,0.09929078014184398,0.6112205584226542,14.721311773320835,0.22934654510397,1.0000000000000009,0.206824717322307,0.15328686236304837,0.07605968274092165,0.047262849984786026,-0.33333333333332993,0.0020336451729163763,0.10879370015544543,-0.0615308501706594,0.75,well_estimated,4,1,7.400000000000007 +300,18,19.36668096521916,141,18,0.06,85,19.36668096521916,0.54,0.6230482135702392,17,0.12056737588652482,0.6134103428242544,19.13619080938447,18,0.06,85,19.36668096521916,0.54,0.6230482135702392,17,0.12056737588652482,0.6134103428242544,19.13619080938447,18,0.06,85,19.36668096521916,0.54,0.6230482135702392,17,0.12056737588652482,0.6134103428242544,19.13619080938447,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,4,1,7.400000000000007 +300,0,0.0,147,0,0.0,0,0.0,0.49,0.5155431604371671,0,0.0,0.5091775106690988,0.0,0,0.0,98,21.57686114682585,0.6066666666666667,0.6085990742719561,19,0.1292517006802721,0.5983923794104686,21.678398171052486,0,0.0,0,0.0,0.49,0.5155431604371671,0,0.0,0.5091775106690988,0.0,9.305591383478905,11.66666666666667,8.921486874136985,1.1275119756733967,8.178079407805509,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,4,2,7.400000000000007 +300,6,5.646267185306543,147,6,0.02,36,5.646267185306543,0.56,0.5708306451763908,5,0.034013605442176874,0.5622098018784643,5.772110602832264,6,0.02,102,22.39810350146942,0.6033333333333334,0.611317901218116,20,0.1360544217687075,0.6005606911988246,22.544905534262288,6,0.02,41,5.635380153742006,0.5666666666666667,0.58253172700254,4,0.027210884353741496,0.5742332021214093,5.793456147264033,4.048725604172521,4.333333333333334,3.835088932036035,0.8150167378956968,3.233708866276824,1.1701081826149151,0.6666666666666599,1.2023400242945015,0.21000746136442924,0.9601007212504858,0.25,well_estimated,4,2,7.400000000000007 +300,15,11.165869303362973,147,15,0.05,63,11.165869303362973,0.59,0.5985116254501502,9,0.061224489795918366,0.5887391870868409,11.2984188671869,15,0.05,101,21.791937003917035,0.6133333333333333,0.6140930525612598,18,0.12244897959183673,0.6039293283905495,21.929325864622538,15,0.05,67,11.121399577330626,0.6033333333333334,0.6037040015702602,8,0.05442176870748299,0.5942696629628543,11.338924651360863,1.5581427111109547,2.3333333333333317,1.5190141303708549,0.62748733218492,0.9306553789260347,0.5192376120109921,1.333333333333342,0.5530475876013408,0.257113003169649,0.26212460884134303,0.5,well_estimated,4,2,7.400000000000007 +300,23,15.988825837265008,147,23,0.07666666666666666,85,15.988825837265008,0.6033333333333334,0.6120088082973455,14,0.09523809523809523,0.6025121915685951,16.14610230843103,22,0.07333333333333333,100,21.242841381030708,0.61,0.6146239785114919,18,0.12244897959183673,0.6046868033926035,21.394410547413372,23,0.07666666666666666,85,15.911253911768426,0.6133333333333333,0.6124093857481889,12,0.08163265306122448,0.6029026659167459,16.07466870710607,0.26151702141463673,0.6666666666666599,0.21746118240083545,0.3123913662587553,-0.05087434484411857,0.04005774508434312,0.9999999999999898,0.039047434815076,0.06269079093254602,-0.0226330458482029,0.75,well_estimated,4,2,7.400000000000007 +300,22,21.242841381030708,147,22,0.07333333333333333,100,21.242841381030708,0.61,0.6146239785114919,18,0.12244897959183673,0.6046868033926035,21.394410547413372,22,0.07333333333333333,100,21.242841381030708,0.61,0.6146239785114919,18,0.12244897959183673,0.6046868033926035,21.394410547413372,22,0.07333333333333333,100,21.242841381030708,0.61,0.6146239785114919,18,0.12244897959183673,0.6046868033926035,21.394410547413372,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,4,2,7.400000000000007 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5337333651007294,0,0.0,0.5244842491397933,0.0,0,0.0,89,20.38649305010704,0.6033333333333334,0.6145784342475226,14,0.09090909090909091,0.604217820191908,20.086433331723228,0,0.0,0,0.0,0.5133333333333333,0.5337333651007294,0,0.0,0.5244842491397933,0.0,8.084506914679313,9.000000000000007,7.9733571052114645,1.2669153850382904,6.817591529641023,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,4,3,7.400000000000007 +300,9,4.404793982773386,154,9,0.03,30,4.404793982773386,0.5533333333333333,0.5771851882601038,4,0.025974025974025976,0.5653438399925677,4.519217121912701,9,0.03,87,18.967203813999642,0.5933333333333334,0.6212475529702346,15,0.09740259740259741,0.6104392609282989,18.776525381457684,9,0.03,33,4.400921768921423,0.5533333333333333,0.5890512677648206,5,0.032467532467532464,0.5764616313081107,4.639363880165929,4.406236471013081,4.0000000000000036,4.509542093573127,0.9376682672387047,3.4685682037743764,1.1866079504716853,0.0,1.1117791315543024,0.334312416301204,0.8522955341704813,0.25,well_estimated,4,3,7.400000000000007 +300,12,9.59257610145673,154,12,0.04,58,9.59257610145673,0.57,0.6102183948430145,9,0.05844155844155844,0.598303466604965,9.694595233797738,12,0.04,87,18.967203813999642,0.5933333333333334,0.6227364258155488,15,0.09740259740259741,0.6115879897895994,18.776525381457684,12,0.04,59,9.564427948905,0.5833333333333334,0.6131484314809744,8,0.05194805194805195,0.6012175866458546,9.567804124793227,1.2518030972534233,2.333333333333343,1.3284523184634356,0.539203909598302,0.7125991876551213,0.29300366379598763,1.333333333333342,0.2914120040889534,0.1335205081065928,0.15948315568939483,0.5,well_estimated,4,3,7.400000000000007 +300,24,15.78911452735692,154,24,0.08,79,15.78911452735692,0.5833333333333334,0.623665908129893,13,0.08441558441558442,0.6119208541924536,15.81782705113981,24,0.08,93,20.58585851343754,0.5933333333333334,0.6256550676916542,16,0.1038961038961039,0.6134967496492026,20.56024474366134,23,0.07666666666666666,79,15.715664931958589,0.59,0.6241739270251854,13,0.08441558441558442,0.6119426972259093,15.779203810823166,0.19891595617612667,1.0000000000000009,0.15758954567490768,0.26008640106673253,-0.06117044489060586,0.050801889529239475,0.6666666666666599,0.0021843033455759553,0.10789967283399723,-0.05709778330475776,0.75,well_estimated,4,3,7.400000000000007 +300,28,20.790427848194998,154,28,0.09333333333333334,93,20.790427848194998,0.5966666666666667,0.6258779290230002,16,0.1038961038961039,0.6130390536294135,20.862492173244398,28,0.09333333333333334,93,20.790427848194998,0.5966666666666667,0.6258779290230002,16,0.1038961038961039,0.6130390536294135,20.862492173244398,28,0.09333333333333334,93,20.790427848194998,0.5966666666666667,0.6258779290230002,16,0.1038961038961039,0.6130390536294135,20.862492173244398,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,4,3,7.400000000000007 +300,0,0.0,147,0,0.0,0,0.0,0.49,0.5061666645803568,0,0.0,0.5065481430262632,0.0,0,0.0,107,23.260137687780563,0.6,0.6072585447019864,18,0.12244897959183673,0.6035993448954149,23.82749375974619,0,0.0,0,0.0,0.49,0.5061666645803568,0,0.0,0.5065481430262632,0.0,10.109188012162962,10.999999999999998,9.705120186915172,1.4767418664369747,8.632446145725988,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,5,0,6.800000000000006 +300,7,5.6412292457809174,147,7,0.023333333333333334,36,5.6412292457809174,0.56,0.5567103169786639,2,0.013605442176870748,0.5565786177646165,5.741572245716383,7,0.023333333333333334,107,22.83543928918237,0.61,0.6116610513092952,19,0.1292517006802721,0.6075134663441419,23.407794611292502,6,0.02,47,5.640427347498795,0.5733333333333334,0.5843134897304529,3,0.02040816326530612,0.5826874800998343,5.804402554525068,5.495073433063125,4.999999999999993,5.0934848579525465,1.1227915269311752,4.372281906131949,2.760317275178903,1.3333333333333308,2.610886233521781,0.45675850040229166,2.303558774776611,0.25,well_estimated,5,0,6.800000000000006 +300,14,12.118130555180938,147,14,0.04666666666666667,71,12.118130555180938,0.6,0.599273377595068,7,0.047619047619047616,0.5971563111407818,12.393277896287229,14,0.04666666666666667,108,23.034781538017565,0.6066666666666667,0.6140396741776984,19,0.1292517006802721,0.6098602458805715,23.565414422936847,14,0.04666666666666667,75,12.116674633075888,0.59,0.6063255378349577,12,0.08163265306122448,0.6039825801031321,12.40134635038098,1.47662965826304,0.666666666666671,1.2703934739789702,0.6794528171407959,0.7971768411222442,0.7052160239889638,-1.0000000000000009,0.6826268962350279,0.28303089943445486,0.4221851245545089,0.5,well_estimated,5,0,6.800000000000006 +300,17,16.87074163960758,147,17,0.056666666666666664,90,16.87074163960758,0.6033333333333334,0.6111117713326651,13,0.08843537414965986,0.6077774775311241,17.273736694188212,17,0.056666666666666664,110,23.684269367686912,0.6066666666666667,0.6146801060018433,20,0.1360544217687075,0.610423507276855,24.226558163127855,17,0.056666666666666664,91,16.85825085168564,0.5966666666666667,0.612230959275334,14,0.09523809523809523,0.6080058094963822,17.38786065483732,0.35683346691781637,0.33333333333332993,0.26460297457309156,0.41205311097851594,-0.05521964406069957,0.11191879426688534,-0.666666666666671,0.02283319652580662,0.11768010595189064,-0.0057613116850053075,0.75,well_estimated,5,0,6.800000000000006 +300,22,23.85769948797968,147,22,0.07333333333333333,111,23.85769948797968,0.6133333333333333,0.6151040329922545,19,0.1292517006802721,0.6113636560451265,24.317846534765522,22,0.07333333333333333,111,23.85769948797968,0.6133333333333333,0.6151040329922545,19,0.1292517006802721,0.6113636560451265,24.317846534765522,22,0.07333333333333333,111,23.85769948797968,0.6133333333333333,0.6151040329922545,19,0.1292517006802721,0.6113636560451265,24.317846534765522,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,5,0,6.800000000000006 +300,0,0.0,166,0,0.0,0,0.0,0.5533333333333333,0.5403526187147095,0,0.0,0.5396681973352905,0.0,0,0.0,81,20.225087208643625,0.6166666666666667,0.6045297751331705,22,0.13253012048192772,0.6026887549466289,20.5098479798338,0,0.0,0,0.0,0.5533333333333333,0.5403526187147095,0,0.0,0.5396681973352905,0.0,6.4177156418461,6.333333333333336,6.30205576113384,1.2952678813655987,5.122447760480501,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,5,1,6.800000000000006 +300,4,2.7505123756125265,166,4,0.013333333333333334,18,2.7505123756125265,0.5933333333333334,0.568472540409411,1,0.006024096385542169,0.5670654735385863,2.9460071946275037,4,0.013333333333333334,86,21.799262172470804,0.6066666666666667,0.6071651691868488,24,0.14457831325301204,0.6061772540713639,21.995274297985443,3,0.01,21,2.7500156032984706,0.6,0.5775195461424639,2,0.012048192771084338,0.5752490500312006,2.9286603296454756,3.8692628777437843,1.3333333333333308,3.911178053277764,1.1732140055398934,2.6960488722038907,0.9047005733052949,0.6666666666666599,0.8183576492614364,0.18339369045324766,0.7213068828520472,0.25,well_estimated,5,1,6.800000000000006 +300,7,7.797354332446137,166,7,0.023333333333333334,43,7.797354332446137,0.61,0.5930768003805631,8,0.04819277108433735,0.590897764668565,8.120509410237096,7,0.023333333333333334,84,20.99337749422581,0.6033333333333334,0.6083271749334868,23,0.13855421686746988,0.6071419242288602,21.173296195672783,7,0.023333333333333334,44,7.743262285251978,0.6133333333333333,0.5975517968392491,8,0.04819277108433735,0.5957062255942431,8.026056761609528,1.5250374552923662,-0.6666666666666599,1.6244159560295124,0.8344198305152681,0.6906176247770981,0.4474996458685987,0.33333333333332993,0.4808460925678104,0.19322581500604186,0.25427383086255684,0.5,well_estimated,5,1,6.800000000000006 +300,13,14.727906860716493,166,13,0.043333333333333335,67,14.727906860716493,0.6166666666666667,0.606842557718684,16,0.0963855421686747,0.6044116858660231,15.127067639302217,13,0.043333333333333335,82,19.997652933404474,0.6,0.6093671059512495,23,0.13855421686746988,0.609311712053381,20.043352989800404,13,0.043333333333333335,67,14.704628682179663,0.6066666666666667,0.6076925387174417,17,0.10240963855421686,0.6063391999255813,14.953214563945325,0.2524548232565538,-1.6666666666666718,0.4900026187357853,0.3086200498706374,-0.05616522661408363,0.08499809987576601,-1.0000000000000009,0.19275140595581552,0.18688156714304602,-0.10188346726728001,0.75,well_estimated,5,1,6.800000000000006 +300,17,20.283708140929306,166,17,0.056666666666666664,83,20.283708140929306,0.5933333333333334,0.6096761777977868,25,0.15060240963855423,0.6096923127249816,20.34295521864451,17,0.056666666666666664,83,20.283708140929306,0.5933333333333334,0.6096761777977868,25,0.15060240963855423,0.6096923127249816,20.34295521864451,17,0.056666666666666664,83,20.283708140929306,0.5933333333333334,0.6096761777977868,25,0.15060240963855423,0.6096923127249816,20.34295521864451,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,5,1,6.800000000000006 +300,0,0.0,155,0,0.0,0,0.0,0.5166666666666667,0.5252690330614453,0,0.0,0.5266695098726392,0.0,0,0.0,83,18.32935238373471,0.5733333333333334,0.5996145938806503,22,0.14193548387096774,0.6007336008115829,18.58078594221253,0,0.0,0,0.0,0.5166666666666667,0.5252690330614453,0,0.0,0.5266695098726392,0.0,7.434556081920496,5.666666666666664,7.406409093894373,1.1968433264878864,6.237712755432609,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,5,2,6.800000000000006 +300,7,5.49518326016952,155,7,0.023333333333333334,31,5.49518326016952,0.57,0.5634549478535615,4,0.025806451612903226,0.5646577227787736,5.518504648601143,7,0.023333333333333334,87,19.33608239769883,0.5866666666666667,0.6057944054377994,21,0.13548387096774195,0.6054931314340912,19.69778438884897,7,0.023333333333333334,40,5.483992045442552,0.58,0.5858132511201144,6,0.03870967741935484,0.5855888865162935,5.67536001826347,4.2339457584237845,1.6666666666666718,4.083540865531765,0.9232729249061348,3.31067283351765,2.235830326655286,1.0000000000000009,2.093116373751991,0.47095777203241196,1.7648725546228738,0.25,well_estimated,5,2,6.800000000000006 +300,15,11.185216595815618,155,15,0.05,60,11.185216595815618,0.59,0.5979013390126516,11,0.07096774193548387,0.5986479725903464,11.306664902562387,15,0.05,91,20.344654621104286,0.59,0.6098107944023026,23,0.14838709677419354,0.6098519005534433,20.654107979112005,15,0.05,62,11.176700546342238,0.59,0.6022264173989446,12,0.07741935483870968,0.6021957337760327,11.297100798058677,1.1909455389650936,0.0,1.1203927963096882,0.6235660059027786,0.567379533062315,0.43250783862929243,0.0,0.3547761185686338,0.3774414619210587,0.05506637670823372,0.5,well_estimated,5,2,6.800000000000006 +300,24,14.992654987983235,155,24,0.08,75,14.992654987983235,0.58,0.6082280909369644,17,0.10967741935483871,0.6084089776970655,15.143785876337633,24,0.08,95,21.427990085104348,0.5933333333333334,0.611815615297013,24,0.15483870967741936,0.6117353704088703,21.689975621366763,24,0.08,75,14.985949540198769,0.5933333333333334,0.6085927947828758,17,0.10967741935483871,0.6090679997517513,15.086444732504436,0.35875243600486106,1.333333333333342,0.3326392711804793,0.4118422315654539,-0.053089795560592845,0.03647038459113627,1.333333333333342,0.06590220546858205,0.1412326850355318,-0.10476230044439552,0.75,well_estimated,5,2,6.800000000000006 +300,29,21.792148664898697,155,29,0.09666666666666666,96,21.792148664898697,0.6033333333333334,0.6120850366081136,23,0.14838709677419354,0.6114275925853269,22.139125527156736,29,0.09666666666666666,96,21.792148664898697,0.6033333333333334,0.6120850366081136,23,0.14838709677419354,0.6114275925853269,22.139125527156736,29,0.09666666666666666,96,21.792148664898697,0.6033333333333334,0.6120850366081136,23,0.14838709677419354,0.6114275925853269,22.139125527156736,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,5,2,6.800000000000006 +300,0,0.0,179,0,0.0,0,0.0,0.5966666666666667,0.5373627867220093,0,0.0,0.5377190126225203,0.0,0,0.0,77,17.811680164032527,0.6133333333333333,0.6020983897651052,23,0.12849162011173185,0.599620967558623,18.36145418004448,0,0.0,0,0.0,0.5966666666666667,0.5373627867220093,0,0.0,0.5377190126225203,0.0,6.473560304309589,1.6666666666666607,6.190195493610274,1.033078192612206,5.440482111697383,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,5,3,6.800000000000006 +300,5,3.58086240475535,179,5,0.016666666666666666,25,3.58086240475535,0.6233333333333333,0.5752895705893153,5,0.027932960893854747,0.5753869707194293,3.6080148525215865,5,0.016666666666666666,80,17.95703913646704,0.62,0.6084677093516623,23,0.12849162011173185,0.6049918165786144,18.617914022306223,5,0.016666666666666666,27,3.5688624129816438,0.6333333333333333,0.5836038092917613,6,0.0335195530726257,0.5833941457236015,3.6566517009221435,3.3178138762346987,-0.33333333333332993,2.9604845859185103,0.8945261507402057,2.423287725494493,0.8314238702445964,1.0000000000000009,0.800717500417214,0.20117015844674127,0.6302537117978552,0.25,well_estimated,5,3,6.800000000000006 +300,14,8.377713203440015,179,14,0.04666666666666667,48,8.377713203440015,0.6366666666666667,0.5997704193687953,10,0.055865921787709494,0.5991097361937835,8.541370598776444,14,0.04666666666666667,80,17.491536575914076,0.63,0.613111092037431,21,0.11731843575418995,0.6100143176342444,17.995858719916512,14,0.04666666666666667,51,8.356063550182341,0.64,0.6063369249173469,10,0.055865921787709494,0.6047844013319119,8.607376826852772,1.33406726686357,-0.666666666666671,1.0904581440460914,0.6063618523396158,0.7277054145239542,0.6566505548551649,0.33333333333332993,0.5674665138128421,0.2539039332790075,0.40274662157615737,0.5,well_estimated,5,3,6.800000000000006 +300,24,12.431064112468833,179,24,0.08,65,12.431064112468833,0.6333333333333333,0.6130541010691208,16,0.0893854748603352,0.6101345825078366,12.905223759978997,24,0.08,80,17.35999999577316,0.63,0.6154742526404807,21,0.11731843575418995,0.6134306095500572,17.789899184498907,24,0.08,65,12.3795149746653,0.64,0.6135745088238468,14,0.0782122905027933,0.611081604256136,12.811408389670522,0.24201515713598853,-0.33333333333332993,0.32960270422206506,0.2610760929570477,-0.019060935821059166,0.05204077547259489,0.666666666666671,0.09470217482994148,0.09956809496816277,-0.04752731949556788,0.75,well_estimated,5,3,6.800000000000006 +300,35,17.96154379903529,179,35,0.11666666666666667,82,17.96154379903529,0.6333333333333333,0.6160945781180714,20,0.11173184357541899,0.6147623333192747,18.337135495902192,35,0.11666666666666667,82,17.96154379903529,0.6333333333333333,0.6160945781180714,20,0.11173184357541899,0.6147623333192747,18.337135495902192,35,0.11666666666666667,82,17.96154379903529,0.6333333333333333,0.6160945781180714,20,0.11173184357541899,0.6147623333192747,18.337135495902192,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,5,3,6.800000000000006 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.545715532578615,0,0.0,0.5444550856882199,0.0,0,0.0,81,18.66886205454727,0.63,0.620285835547524,22,0.13333333333333333,0.6189836793400508,18.66865992195335,0,0.0,0,0.0,0.55,0.545715532578615,0,0.0,0.5444550856882199,0.0,7.457030296890899,7.9999999999999964,7.452859365183095,1.1699573290021386,6.2870729678887605,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,6,0,7.650000000000001 +300,3,5.150502905573634,165,3,0.01,28,5.150502905573634,0.6066666666666667,0.5841481357366102,4,0.024242424242424242,0.5825337609991885,5.22858413349845,3,0.01,80,18.04872077827228,0.6333333333333333,0.6215853757650852,21,0.12727272727272726,0.6198556213581161,18.107235189103225,3,0.01,35,5.133888794154537,0.6,0.5977727109655223,7,0.04242424242424243,0.5958842868870365,5.225496247637745,3.743724002847504,2.6666666666666616,3.7321860358927594,0.6896198671277326,3.054104135719771,1.362457522891214,-0.666666666666671,1.335052588784802,0.4433069075358351,0.9191506153553788,0.25,well_estimated,6,0,7.650000000000001 +300,6,9.692579615125629,165,6,0.02,51,9.692579615125629,0.64,0.6082054550684707,7,0.04242424242424243,0.6055410020321736,9.919077757534188,6,0.02,81,18.343166432537842,0.6333333333333333,0.6224818498441951,21,0.12727272727272726,0.6202169434736968,18.45527613589881,6,0.02,53,9.690883984162499,0.6366666666666667,0.6124107037981962,9,0.05454545454545454,0.6096352288697524,9.8755298118987,1.42763947757244,-0.666666666666671,1.4675941441523177,0.3897409379213022,1.0378985396511378,0.4205248729725497,-0.33333333333332993,0.40942268375787627,0.2171599419068341,0.2033649310657156,0.5,well_estimated,6,0,7.650000000000001 +300,5,15.475387943258852,165,5,0.016666666666666666,72,15.475387943258852,0.6366666666666667,0.6201938674291527,17,0.10303030303030303,0.6175639637977438,15.682914291568881,5,0.016666666666666666,80,18.04872077827228,0.6333333333333333,0.6222733867316919,21,0.12727272727272726,0.6203553334232992,18.107235189103225,5,0.016666666666666666,72,15.474755081823925,0.6366666666666667,0.6209297064098102,17,0.10303030303030303,0.61835142778686,15.60448855029386,0.20795193025391345,-0.33333333333334103,0.2791369625555373,0.12942402984207207,0.07852790041184138,0.07358389806574328,0.0,0.07874639891162216,0.12220789272444606,-0.04862399465870278,0.75,well_estimated,6,0,7.650000000000001 +300,9,19.007846177201852,165,9,0.03,83,19.007846177201852,0.64,0.6227762584141519,21,0.12727272727272726,0.6202082291116408,19.156044257882417,9,0.03,83,19.007846177201852,0.64,0.6227762584141519,21,0.12727272727272726,0.6202082291116408,19.156044257882417,9,0.03,83,19.007846177201852,0.64,0.6227762584141519,21,0.12727272727272726,0.6202082291116408,19.156044257882417,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,6,0,7.650000000000001 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5193101413712992,0,0.0,0.5178429162829591,0.0,0,0.0,91,18.508412962983282,0.57,0.6181657061160628,24,0.15384615384615385,0.6169974670889783,18.494727971527865,0,0.0,0,0.0,0.52,0.5193101413712992,0,0.0,0.5178429162829591,0.0,9.885556474476365,4.999999999999993,9.91545508060192,1.1472160214603633,8.738340453016002,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,6,1,7.650000000000001 +300,2,5.577182887016413,156,2,0.006666666666666667,36,5.577182887016413,0.57,0.5739623246137103,7,0.04487179487179487,0.5726992257115516,5.525595457243911,2,0.006666666666666667,94,19.264265285505324,0.5733333333333334,0.6192600486477033,24,0.15384615384615385,0.6174402374244321,19.34470106216567,2,0.006666666666666667,43,5.57554906288321,0.5833333333333334,0.5898496546968556,6,0.038461538461538464,0.5882976236126782,5.541036076456123,4.529772403399301,0.33333333333334103,4.474101171288048,0.7548406118289772,3.7749317915703235,1.5887330083145246,1.333333333333342,1.5598397901126604,0.26161107167669173,1.3271219366378328,0.25,well_estimated,6,1,7.650000000000001 +300,5,9.649762222262954,156,5,0.016666666666666666,61,9.649762222262954,0.57,0.6039786298491744,14,0.08974358974358974,0.6016510415562495,9.775930503057097,5,0.016666666666666666,98,20.682259693053435,0.5766666666666667,0.620453216208809,25,0.16025641025641027,0.6191197568971492,20.698005981045124,5,0.016666666666666666,62,9.648934577648358,0.5833333333333334,0.6076251615900997,13,0.08333333333333333,0.6058469687774366,9.751193849702716,1.6474586359634613,0.666666666666671,1.7468715340899665,0.5634210947377741,1.0840375412256873,0.36465317409253295,1.333333333333342,0.41959272211871124,0.2341056871703789,0.13054748692215404,0.5,well_estimated,6,1,7.650000000000001 +300,12,17.40466334063319,156,12,0.04,89,17.40466334063319,0.5766666666666667,0.6206371127499793,24,0.15384615384615385,0.6180509595922024,17.656985111630146,12,0.04,98,20.356159486624122,0.58,0.6219977242234981,25,0.16025641025641027,0.61938584702199,20.537645402874592,12,0.04,89,17.35572463953662,0.5766666666666667,0.6209670586575027,24,0.15384615384615385,0.6183008131687752,17.598861031425688,0.13606114735187358,0.33333333333332993,0.13348874297876012,0.19482289598353678,-0.058761748631663197,0.03299459075233324,0.0,0.02498535765728116,0.07809084480602814,-0.0450962540536949,0.75,well_estimated,6,1,7.650000000000001 +300,16,20.320821829753292,156,16,0.05333333333333334,98,20.320821829753292,0.5833333333333334,0.6223422413282765,26,0.16666666666666666,0.6200069659617525,20.46776506853732,16,0.05333333333333334,98,20.320821829753292,0.5833333333333334,0.6223422413282765,26,0.16666666666666666,0.6200069659617525,20.46776506853732,16,0.05333333333333334,98,20.320821829753292,0.5833333333333334,0.6223422413282765,26,0.16666666666666666,0.6200069659617525,20.46776506853732,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,6,1,7.650000000000001 +300,0,0.0,147,0,0.0,0,0.0,0.49,0.5357385162624376,0,0.0,0.5337451385069039,0.0,0,0.0,85,20.533130367339552,0.6066666666666667,0.6124835727230855,16,0.10884353741496598,0.6106500830064187,20.3878508179799,0,0.0,0,0.0,0.49,0.5357385162624376,0,0.0,0.5337451385069039,0.0,7.674505646064789,11.66666666666667,7.69049444995148,1.1932165708684204,6.4812890751963685,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,6,2,7.650000000000001 +300,4,4.07988029787651,147,4,0.013333333333333334,24,4.07988029787651,0.5166666666666667,0.569030086582996,6,0.04081632653061224,0.5669172637011503,4.080202988076521,4,0.013333333333333334,87,20.752891753981135,0.61,0.6148152818397674,16,0.10884353741496598,0.6134710321986101,20.51095125773932,4,0.013333333333333334,28,4.068798767137962,0.54,0.5825043112501672,5,0.034013605442176874,0.5799464365387597,4.083661196751004,4.578519525677138,9.333333333333327,4.655376849745984,0.9792859338980873,3.599233591779051,1.3474224667171186,2.3333333333333317,1.3029172837609404,0.3769326656376931,0.9704898010794255,0.25,well_estimated,6,2,7.650000000000001 +300,8,10.822709699343548,147,8,0.02666666666666667,55,10.822709699343548,0.58,0.6025639607172737,9,0.061224489795918366,0.6009771403010569,10.652790336579612,8,0.02666666666666667,90,21.56819938357572,0.6,0.6158180741052331,18,0.12244897959183673,0.614477768248652,21.299234099841563,8,0.02666666666666667,56,10.811646738935401,0.5866666666666667,0.6052657446706019,8,0.05442176870748299,0.6029021779372026,10.727288146431187,1.3254113387959454,2.0000000000000018,1.35006279475951,0.5335204454923992,0.7918908933035462,0.27017839533282073,0.666666666666671,0.192503763614571,0.26193976474614833,0.008238630586672402,0.5,well_estimated,6,2,7.650000000000001 +300,7,16.710980520357374,147,7,0.023333333333333334,76,16.710980520357374,0.59,0.6131415286023199,16,0.10884353741496598,0.6112150334005129,16.58137492769776,7,0.023333333333333334,89,21.329145762324224,0.6,0.6156881243951627,18,0.12244897959183673,0.614091895515003,21.10462882692937,7,0.023333333333333334,76,16.64305881033928,0.5866666666666667,0.6137689141193721,16,0.10884353741496598,0.6113181444658433,16.581349448895732,0.25465957928428873,1.0000000000000009,0.28768621144901196,0.2616222062456183,-0.006962626961329599,0.06273855170522147,-0.33333333333332993,0.010311106533045233,0.06572636256128299,-0.0029878108560615207,0.75,well_estimated,6,2,7.650000000000001 +300,11,22.744368311157665,147,11,0.03666666666666667,93,22.744368311157665,0.5966666666666667,0.6160966834813824,20,0.1360544217687075,0.6148937348822386,22.43443530596617,11,0.03666666666666667,93,22.744368311157665,0.5966666666666667,0.6160966834813824,20,0.1360544217687075,0.6148937348822386,22.43443530596617,11,0.03666666666666667,93,22.744368311157665,0.5966666666666667,0.6160966834813824,20,0.1360544217687075,0.6148937348822386,22.43443530596617,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,6,2,7.650000000000001 +300,0,0.0,144,0,0.0,0,0.0,0.48,0.5192259125116991,0,0.0,0.5180922545933091,0.0,0,0.0,76,18.026750884083945,0.5633333333333334,0.5838080776278546,14,0.09722222222222222,0.58272270510115,18.016293822136536,0,0.0,0,0.0,0.48,0.5192259125116991,0,0.0,0.5180922545933091,0.0,6.458216511615545,8.333333333333337,6.463045050784089,1.0207244504812778,5.437492061134267,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,6,3,7.650000000000001 +300,3,3.785668904565629,144,3,0.01,22,3.785668904565629,0.51,0.5480835582069704,2,0.013888888888888888,0.5482241602997704,3.6117044407847345,3,0.01,77,18.222051977682945,0.57,0.5858628615362637,14,0.09722222222222222,0.5847392645492664,18.249605883500205,3,0.01,29,3.7737362818325004,0.5233333333333333,0.5631737080719627,3,0.020833333333333332,0.5627079348482776,3.775723069135155,3.7779303329293246,5.999999999999995,3.6515104249496,0.7964063255555676,2.981524007373757,1.5090149864992242,1.3333333333333308,1.4483774548507244,0.27416204032889746,1.2348529461703266,0.25,well_estimated,6,3,7.650000000000001 +300,12,9.347541757706475,144,12,0.04,49,9.347541757706475,0.5466666666666666,0.5723619350870376,8,0.05555555555555555,0.571189135857024,9.36745233522169,12,0.04,83,19.694577693870805,0.57,0.5888109167582158,15,0.10416666666666667,0.5885719955672043,19.667767363304556,10,0.03333333333333333,52,9.277055651647409,0.5366666666666666,0.5810827016508673,10,0.06944444444444445,0.5801883094596844,9.327932542016503,1.6448981671178253,2.3333333333333317,1.7382859710180276,0.5363007630747185,1.1085974040431068,0.8720766563829696,-1.0000000000000009,0.8999173602660338,0.3647082447659694,0.5073684116170002,0.5,well_estimated,6,3,7.650000000000001 +300,15,16.542323483712895,144,15,0.05,74,16.542323483712895,0.58,0.587949795573455,13,0.09027777777777778,0.5873029800197338,16.524831488770232,15,0.05,86,20.643101141365197,0.5766666666666667,0.5892066087833282,15,0.10416666666666667,0.5890517119688778,20.573204741868256,15,0.05,74,16.425754884633818,0.57,0.5882979843064468,14,0.09722222222222222,0.5875726461361308,16.469630347778637,0.12568132098732532,-0.33333333333332993,0.17487319491440445,0.18018542444001642,-0.054504103452691105,0.03481887329918054,-1.0000000000000009,0.02696661163970049,0.10221720156309647,-0.06739832826391592,0.75,well_estimated,6,3,7.650000000000001 +300,20,21.72820358698105,144,20,0.06666666666666667,89,21.72820358698105,0.58,0.5894597715028252,16,0.1111111111111111,0.5896113719520056,21.589191777644622,20,0.06666666666666667,89,21.72820358698105,0.58,0.5894597715028252,16,0.1111111111111111,0.5896113719520056,21.589191777644622,20,0.06666666666666667,89,21.72820358698105,0.58,0.5894597715028252,16,0.1111111111111111,0.5896113719520056,21.589191777644622,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,6,3,7.650000000000001 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5494664889182882,0,0.0,0.5516310775632207,0.0,0,0.0,72,15.470429685442761,0.5866666666666667,0.6149081921997597,17,0.1069182389937107,0.6141000975476345,15.88908785897333,0,0.0,0,0.0,0.53,0.5494664889182882,0,0.0,0.5516310775632207,0.0,6.544170328147148,5.666666666666664,6.246901998441379,1.169469493488238,5.37470083465891,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,7,0,9.450000000000003 +300,8,3.7129727266650914,159,8,0.02666666666666667,25,3.7129727266650914,0.58,0.5851802812271487,2,0.012578616352201259,0.5866581775277669,3.723438507101928,8,0.02666666666666667,74,15.888134493658935,0.5966666666666667,0.6195996399160021,17,0.1069182389937107,0.6194054611436434,16.1857786378374,8,0.02666666666666667,29,3.70480934364957,0.57,0.5976116419606305,4,0.025157232704402517,0.5988492607231708,3.8287541031348864,3.4419358688853374,1.6666666666666718,3.274728361587642,1.031889466241837,2.4100464026435002,1.2431360733481833,-1.0000000000000009,1.2191083195403851,0.3795768273393681,0.8635592460088153,0.25,well_estimated,7,0,9.450000000000003 +300,10,9.609516169400822,159,10,0.03333333333333333,52,9.609516169400822,0.6033333333333334,0.614793887698103,8,0.050314465408805034,0.6149627983135297,9.91687451838057,10,0.03333333333333333,74,15.863742521622532,0.5966666666666667,0.6201740298031159,17,0.1069182389937107,0.6204127767100379,16.09263380616498,10,0.03333333333333333,53,9.593318755960004,0.5966666666666667,0.6164483967741495,9,0.05660377358490566,0.616194100319156,9.895206359217934,0.538014210501292,-0.666666666666671,0.5449978396508182,0.37630027276434314,0.1617139377369488,0.16545090760465841,-0.666666666666671,0.12313020056262669,0.10883433582486761,0.056616571779790806,0.5,well_estimated,7,0,9.450000000000003 +300,14,12.05635116119547,159,14,0.04666666666666667,62,12.05635116119547,0.5966666666666667,0.619597955423041,12,0.07547169811320754,0.6196997301349025,12.32487299616983,14,0.04666666666666667,74,15.815179596953836,0.6,0.6210037149935018,16,0.10062893081761007,0.6223935866850034,15.979270567480716,14,0.04666666666666667,62,12.048628956695694,0.5866666666666667,0.6196930902566197,13,0.08176100628930817,0.61982527929967,12.38142311254823,0.14057595704608516,0.33333333333332993,0.2693856550100904,0.2812367649797364,-0.1406608079336512,0.009513483357870278,-1.0000000000000009,0.012554916476748001,0.12590207904286627,-0.11638859568499599,0.75,well_estimated,7,0,9.450000000000003 +300,22,16.28751258406003,159,22,0.07333333333333333,75,16.28751258406003,0.5933333333333334,0.6215083824341184,17,0.1069182389937107,0.6222035559710086,16.53592045609225,22,0.07333333333333333,75,16.28751258406003,0.5933333333333334,0.6215083824341184,17,0.1069182389937107,0.6222035559710086,16.53592045609225,22,0.07333333333333333,75,16.28751258406003,0.5933333333333334,0.6215083824341184,17,0.1069182389937107,0.6222035559710086,16.53592045609225,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,7,0,9.450000000000003 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5146940592764938,0,0.0,0.5141172634992001,0.0,0,0.0,91,20.887553620648767,0.6233333333333333,0.5971542197395898,21,0.1337579617834395,0.5955028552816476,21.034325188349708,0,0.0,0,0.0,0.5233333333333333,0.5146940592764938,0,0.0,0.5141172634992001,0.0,8.2460160463096,9.999999999999998,8.138559178244753,1.5808312850306043,6.665184761278996,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,7,1,9.450000000000003 +300,8,6.056721102152946,157,8,0.02666666666666667,33,6.056721102152946,0.5633333333333334,0.558774761255004,8,0.050955414012738856,0.5566100752359812,6.202541470978473,8,0.02666666666666667,94,21.870193690297263,0.63,0.5984888155379394,20,0.12738853503184713,0.5973262342180761,21.955920390445808,4,0.013333333333333334,41,6.049800389131198,0.6,0.5768902576668926,5,0.03184713375796178,0.5765746551695801,6.090333282901569,3.9714054282935396,6.666666666666665,4.07161589820949,1.1647757766550244,2.806629651638515,1.8115496411888588,3.6666666666666625,1.9964579933598903,0.5631080071761841,1.2484416340126745,0.25,well_estimated,7,1,9.450000000000003 +300,4,12.402182967763938,157,4,0.013333333333333334,62,12.402182967763938,0.6066666666666667,0.5857545768574969,13,0.08280254777070063,0.5840180206703575,12.407797513789422,4,0.013333333333333334,94,21.95173176629885,0.6333333333333333,0.5979643801849124,20,0.12738853503184713,0.5969412015720252,22.017093175627963,4,0.013333333333333334,65,12.39095528682761,0.6266666666666667,0.5928568625871552,11,0.07006369426751592,0.5912300403926328,12.565953957398015,1.2209803327415503,2.6666666666666616,1.2923180901667775,0.7092406101244716,0.5117397226170787,0.710228572965832,2.0000000000000018,0.7212019722275365,0.37823943002806293,0.33198914293776904,0.5,well_estimated,7,1,9.450000000000003 +300,5,16.49850848186975,157,5,0.016666666666666666,77,16.49850848186975,0.6233333333333333,0.5953562536113339,16,0.10191082802547771,0.5952515058959907,16.393386561650193,5,0.016666666666666666,94,21.95173176629885,0.63,0.5981062508582636,20,0.12738853503184713,0.5967768792483458,22.017093175627963,5,0.016666666666666666,78,16.360745075877134,0.6266666666666667,0.5968844818743856,15,0.09554140127388536,0.5964403834508709,16.293161107650842,0.2749997246929703,0.666666666666671,0.15253733523550306,0.3708648399196354,-0.09586511522666513,0.15282282630516564,0.33333333333334103,0.11888775548801744,0.13354960668903276,0.019273219616132875,0.75,well_estimated,7,1,9.450000000000003 +300,13,23.101960549840726,157,13,0.043333333333333335,97,23.101960549840726,0.6366666666666667,0.5987679452980885,20,0.12738853503184713,0.5976031746867639,23.133669659414508,13,0.043333333333333335,97,23.101960549840726,0.6366666666666667,0.5987679452980885,20,0.12738853503184713,0.5976031746867639,23.133669659414508,13,0.043333333333333335,97,23.101960549840726,0.6366666666666667,0.5987679452980885,20,0.12738853503184713,0.5976031746867639,23.133669659414508,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,7,1,9.450000000000003 +300,0,0.0,137,0,0.0,0,0.0,0.45666666666666667,0.5235569708022871,0,0.0,0.5245574587180386,0.0,0,0.0,80,18.9593725114404,0.5933333333333334,0.5925990338011483,10,0.072992700729927,0.5932017030655917,19.216135924122742,0,0.0,0,0.0,0.45666666666666667,0.5235569708022871,0,0.0,0.5245574587180386,0.0,6.904206299886118,13.666666666666671,6.864424434755312,1.3212837517095515,5.582922548176566,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,7,2,9.450000000000003 +300,5,5.497122280128116,137,5,0.016666666666666666,30,5.497122280128116,0.51,0.5596949216837659,4,0.029197080291970802,0.5597469746587265,5.6050574894800524,5,0.016666666666666666,82,19.2620433392204,0.5866666666666667,0.595944933282067,11,0.08029197080291971,0.5966210997209273,19.52505335211372,5,0.016666666666666666,37,5.496610933183004,0.5266666666666666,0.5760670031292258,4,0.029197080291970802,0.5767533206282046,5.6031397274712855,3.62500115983011,7.666666666666666,3.687412506220078,0.9602798968412083,2.664721262988902,1.6372081445459874,1.6666666666666607,1.7006345969478143,0.4007980292575321,1.2364101152884552,0.25,well_estimated,7,2,9.450000000000003 +300,9,11.468363575575665,137,9,0.03,56,11.468363575575665,0.5566666666666666,0.5860957329083821,6,0.043795620437956206,0.5846379715410589,11.900729479503864,9,0.03,82,19.044401787578245,0.5966666666666667,0.5978686571886848,10,0.072992700729927,0.5984831977010207,19.289353699135678,9,0.03,59,11.465815136441428,0.5666666666666667,0.59241498943709,7,0.051094890510948905,0.5923256188323605,11.743838624287712,1.1772924280302632,4.0000000000000036,1.3845226159961754,0.48275661021621386,0.6945358178140494,0.6319256528707906,1.0000000000000009,0.7687647291301558,0.38308718789002727,0.24883846498076334,0.5,well_estimated,7,2,9.450000000000003 +300,14,15.551584296407537,137,14,0.04666666666666667,72,15.551584296407537,0.5866666666666667,0.5975305427688513,8,0.058394160583941604,0.5969452566451181,15.919472954387965,14,0.04666666666666667,88,20.99037576195212,0.5966666666666667,0.5993839005262027,12,0.08759124087591241,0.6004572045086676,21.17813962356535,14,0.04666666666666667,72,15.488750073067985,0.5933333333333334,0.5980303062436646,8,0.058394160583941604,0.5977127401966804,15.819491634041324,0.18533577573514037,1.0000000000000009,0.35119478635494694,0.33299715528105317,-0.1476613795459128,0.04997634748132862,0.666666666666671,0.07674835515623091,0.10693243636725971,-0.056956088885931094,0.75,well_estimated,7,2,9.450000000000003 +300,28,22.322722539488314,137,28,0.09333333333333334,93,22.322722539488314,0.5933333333333334,0.6011452576244994,15,0.10948905109489052,0.6012772443200088,22.611522861775263,28,0.09333333333333334,93,22.322722539488314,0.5933333333333334,0.6011452576244994,15,0.10948905109489052,0.6012772443200088,22.611522861775263,28,0.09333333333333334,93,22.322722539488314,0.5933333333333334,0.6011452576244994,15,0.10948905109489052,0.6012772443200088,22.611522861775263,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,7,2,9.450000000000003 +300,0,0.0,155,0,0.0,0,0.0,0.5166666666666667,0.510541694078853,0,0.0,0.5078495985137035,0.0,0,0.0,98,24.1907544697764,0.5966666666666667,0.5829984164539608,20,0.12903225806451613,0.5815323527811402,24.046538683471535,0,0.0,0,0.0,0.5166666666666667,0.510541694078853,0,0.0,0.5078495985137035,0.0,7.245672237510781,7.9999999999999964,7.368275426743676,1.503821940469253,5.741850297041528,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,7,3,9.450000000000003 +300,4,7.081894003229987,155,4,0.013333333333333334,35,7.081894003229987,0.56,0.551581042492819,7,0.04516129032258064,0.5497901944241292,7.1247634244923725,4,0.013333333333333334,97,24.102704343240912,0.5966666666666667,0.5833295280345258,21,0.13548387096774195,0.5817019698306486,23.97056762891341,3,0.01,43,7.04818673658391,0.5766666666666667,0.5662324289536282,6,0.03870967741935484,0.5651408624210115,6.946174938358086,3.174848554170673,3.6666666666666625,3.191177540651935,1.0615105190458092,2.1133380351248636,1.4651386460809213,1.6666666666666607,1.5350667996882228,0.3676089966657366,1.0975296494151847,0.25,well_estimated,7,3,9.450000000000003 +300,3,10.744194227266702,155,3,0.01,54,10.744194227266702,0.5766666666666667,0.569664398334784,11,0.07096774193548387,0.5690147810410692,10.583337975462856,3,0.01,98,24.423988465166513,0.5966666666666667,0.5832724327154343,21,0.13548387096774195,0.5817787979638752,24.251316314135664,3,0.01,57,10.74302503054299,0.59,0.5747072211193275,8,0.05161290322580645,0.5742231360927452,10.52657260115332,1.360803438065028,2.0000000000000018,1.2764016922806043,0.7610341018781767,0.5997693361868514,0.5042822784543488,1.3333333333333308,0.520835505167605,0.37140241791616335,0.13287986053818546,0.5,well_estimated,7,3,9.450000000000003 +300,5,15.815863184722435,155,5,0.016666666666666666,72,15.815863184722435,0.5833333333333334,0.5792690571590862,16,0.1032258064516129,0.5792491598572175,15.457978814762765,5,0.016666666666666666,97,24.09749719617896,0.5933333333333334,0.5833804121252542,21,0.13548387096774195,0.5814114381250897,24.03756599646798,5,0.016666666666666666,73,15.777523531173923,0.5933333333333334,0.5810194864818274,13,0.08387096774193549,0.5808836609215391,15.4923993285731,0.41113549661679905,1.0000000000000009,0.21622782678721864,0.4869414818037808,-0.07580598518698173,0.1750429322741276,1.0000000000000009,0.1634501064321614,0.25102386076528516,-0.07598092849115756,0.75,well_estimated,7,3,9.450000000000003 +300,9,23.586249807186704,155,9,0.03,96,23.586249807186704,0.59,0.5834770098657228,21,0.13548387096774195,0.5816236639074686,23.54083770798409,9,0.03,96,23.586249807186704,0.59,0.5834770098657228,21,0.13548387096774195,0.5816236639074686,23.54083770798409,9,0.03,96,23.586249807186704,0.59,0.5834770098657228,21,0.13548387096774195,0.5816236639074686,23.54083770798409,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,7,3,9.450000000000003 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5198239044604427,0,0.0,0.5178263404749017,0.0,0,0.0,94,22.005763082882133,0.6133333333333333,0.5995797937991322,22,0.1375,0.5950244552237778,22.22749002568687,0,0.0,0,0.0,0.5333333333333333,0.5198239044604427,0,0.0,0.5178263404749017,0.0,7.9755889338689485,7.9999999999999964,7.719811474887606,1.7292460917920187,6.246342842076929,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,8,0,9.099999999999998 +300,4,4.913817712516596,160,4,0.013333333333333334,31,4.913817712516596,0.5833333333333334,0.5605028265250334,3,0.01875,0.557912374452868,4.9325949558041895,4,0.013333333333333334,90,20.4244841850762,0.6133333333333333,0.6015601309253946,21,0.13125,0.5974424013760152,20.55369670859737,4,0.013333333333333334,36,4.887938590858516,0.6,0.5738575221269635,3,0.01875,0.5712400230872771,4.902719278598648,4.105730440036126,2.9999999999999916,3.953002692314722,1.2562350528815787,2.8494953871545476,1.3354695601930144,1.6666666666666607,1.332764863440905,0.4692090908119801,0.8662604693810343,0.25,well_estimated,8,0,9.099999999999998 +300,7,12.108406786048949,160,7,0.023333333333333334,62,12.108406786048949,0.5933333333333334,0.5911415479741049,14,0.0875,0.5886568616783351,12.076514248920759,7,0.023333333333333334,91,20.533261621660376,0.62,0.6027052193043225,21,0.13125,0.5992195583836648,20.6561583271931,7,0.023333333333333334,65,12.049450745718852,0.6066666666666667,0.5962100811156529,13,0.08125,0.5910666278188734,12.343018046787265,1.1563671330217629,2.6666666666666616,1.0562696705329722,0.6971222946070507,0.4592448384147122,0.5068533141547982,1.3333333333333308,0.24097661405383386,0.40338140285680735,0.10347191129799083,0.5,well_estimated,8,0,9.099999999999998 +300,16,16.318883179944983,160,16,0.05333333333333334,79,16.318883179944983,0.5966666666666667,0.60217015946652,19,0.11875,0.5985455074976291,16.423705836214427,16,0.05333333333333334,94,21.53026898891989,0.6,0.6045660927223536,25,0.15625,0.600471778242947,21.748157128607154,16,0.05333333333333334,79,16.310309722460584,0.6,0.6026151308503922,19,0.11875,0.5995289828074505,16.331236938859128,0.23959332558336488,0.33333333333332993,0.19262707453178152,0.31694929436439157,-0.07735596878102668,0.0444971383872228,0.33333333333332993,0.09834753098213467,0.14049218423149112,-0.09599504584426832,0.75,well_estimated,8,0,9.099999999999998 +300,21,22.59062109540951,160,21,0.07,97,22.59062109540951,0.5933333333333334,0.6047647716823626,27,0.16875,0.6010315342209598,22.76337703168099,21,0.07,97,22.59062109540951,0.5933333333333334,0.6047647716823626,27,0.16875,0.6010315342209598,22.76337703168099,21,0.07,97,22.59062109540951,0.5933333333333334,0.6047647716823626,27,0.16875,0.6010315342209598,22.76337703168099,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,8,0,9.099999999999998 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5244975166180684,0,0.0,0.5265855773496267,0.0,0,0.0,94,21.6435004187155,0.64,0.6105329656506135,24,0.14545454545454545,0.607505956165198,22.083650800576958,0,0.0,0,0.0,0.55,0.5244975166180684,0,0.0,0.5265855773496267,0.0,8.603544903254512,8.999999999999996,8.092037881557124,1.641057613448962,6.9624872898055505,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,8,1,9.099999999999998 +300,4,3.956609949708732,165,4,0.013333333333333334,26,3.956609949708732,0.5933333333333334,0.5643045890866145,4,0.024242424242424242,0.5646048712045433,4.167308464802885,4,0.013333333333333334,95,21.986512236414605,0.64,0.6130682647306005,24,0.14545454545454545,0.6096735973584729,22.536305968561216,2,0.006666666666666667,31,3.9423315053687626,0.5933333333333334,0.5794537773853704,7,0.04242424242424243,0.5788636698994838,4.276444027932842,4.876367564398598,4.666666666666663,4.506872615392965,1.251827544576492,3.6245400198221063,1.514918829875589,0.0,1.425879869494051,0.3859669854286001,1.1289518444469888,0.25,well_estimated,8,1,9.099999999999998 +300,7,11.24964081425146,165,7,0.023333333333333334,59,11.24964081425146,0.62,0.5987540425647289,14,0.08484848484848485,0.5975175743009307,11.562350252090306,7,0.023333333333333334,92,21.06355814744364,0.64,0.6146118384355329,23,0.1393939393939394,0.6112836082814199,21.634627604695204,7,0.023333333333333334,62,11.226319168819943,0.6266666666666667,0.6055214221571699,13,0.07878787878787878,0.6039992319173844,11.670020062943255,1.5857795870804048,2.0000000000000018,1.3766033980489256,0.7536909936474114,0.8320885934329934,0.6767379592441003,0.666666666666671,0.6481657616453695,0.4504525783747238,0.2262853808693765,0.5,well_estimated,8,1,9.099999999999998 +300,19,18.61927137380179,165,19,0.06333333333333334,87,18.61927137380179,0.6366666666666667,0.617648718566546,20,0.12121212121212122,0.6149621208376577,19.222038267055094,19,0.06333333333333334,94,21.156834309636775,0.6333333333333333,0.6186386311077336,24,0.14545454545454545,0.615642814780604,21.740259483999935,19,0.06333333333333334,87,18.59494147973827,0.6466666666666666,0.6176714706542026,19,0.11515151515151516,0.614897429083393,19.158580843347604,0.0989912541187632,-0.33333333333334103,0.06806939429463421,0.16505057067138482,-0.06605931655262162,0.0022752087656563447,0.9999999999999898,-0.006469175426471185,0.08949916064071983,-0.08722395187506349,0.75,well_estimated,8,1,9.099999999999998 +300,25,22.63362643731219,165,25,0.08333333333333333,98,22.63362643731219,0.6366666666666667,0.6188571238165885,24,0.14545454545454545,0.6156860638587838,23.25323159320076,25,0.08333333333333333,98,22.63362643731219,0.6366666666666667,0.6188571238165885,24,0.14545454545454545,0.6156860638587838,23.25323159320076,25,0.08333333333333333,98,22.63362643731219,0.6366666666666667,0.6188571238165885,24,0.14545454545454545,0.6156860638587838,23.25323159320076,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,8,1,9.099999999999998 +300,0,0.0,166,0,0.0,0,0.0,0.5533333333333333,0.5434905488776597,0,0.0,0.5432529751356309,0.0,0,0.0,86,20.630298067887626,0.6366666666666667,0.619263227153715,18,0.10843373493975904,0.6175448172865529,20.67128635541816,0,0.0,0,0.0,0.5533333333333333,0.5434905488776597,0,0.0,0.5432529751356309,0.0,7.577267827605527,8.333333333333337,7.429184215092199,1.6611261557162718,5.916141671889255,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,8,2,9.099999999999998 +300,6,3.5716172374401656,166,6,0.02,27,3.5716172374401656,0.6,0.5859808858587422,4,0.024096385542168676,0.5849691824537475,3.6424294440207787,6,0.02,86,20.4854386167491,0.64,0.6217175697221573,18,0.10843373493975904,0.6190538274278545,20.677161033595844,6,0.02,29,3.562673925716754,0.6,0.5938430728474722,4,0.024096385542168676,0.592709108700275,3.635514908788257,3.573668386341511,4.0000000000000036,3.4084644974107015,1.3373377667073507,2.23633061963416,0.786218698872998,0.0,0.7739926246527529,0.17086307998079153,0.6153556188922065,0.25,well_estimated,8,2,9.099999999999998 +300,8,9.768588382578942,166,8,0.02666666666666667,52,9.768588382578942,0.63,0.6085768005406986,8,0.04819277108433735,0.6051074439678122,10.087937209608954,8,0.02666666666666667,88,21.155486317901882,0.64,0.6222945104414913,19,0.1144578313253012,0.6194270558494036,21.385466916818622,8,0.02666666666666667,56,9.73311960560761,0.62,0.6146007499855087,8,0.04819277108433735,0.611613392988411,9.955379691176063,1.3717709900792685,1.0000000000000009,1.4319611881591365,0.8261366834594638,0.5456343066198047,0.6023949444810106,-1.0000000000000009,0.6505949020598756,0.4914402190699804,0.11095472541103019,0.5,well_estimated,8,2,9.099999999999998 +300,10,14.093349290204127,166,10,0.03333333333333333,68,14.093349290204127,0.6466666666666666,0.6198176096153869,9,0.05421686746987952,0.616132656814882,14.398306196320659,10,0.03333333333333333,88,20.99610497501623,0.6366666666666667,0.6227813959623425,19,0.1144578313253012,0.6202433359509404,21.19635374375637,10,0.03333333333333333,69,14.087086542759263,0.63,0.6206121848904939,11,0.06626506024096386,0.6165444871963194,14.462593344878854,0.2963786346955599,-0.9999999999999898,0.4110679136058337,0.5236429080371009,-0.22726427334154098,0.07945752751069568,-1.6666666666666607,0.04118303814373281,0.17320951923648636,-0.09375199172579068,0.75,well_estimated,8,2,9.099999999999998 +300,23,21.060833387901926,166,23,0.07666666666666666,89,21.060833387901926,0.6266666666666667,0.6243602276163671,20,0.12048192771084337,0.6186902806182111,21.739491666777035,23,0.07666666666666666,89,21.060833387901926,0.6266666666666667,0.6243602276163671,20,0.12048192771084337,0.6186902806182111,21.739491666777035,23,0.07666666666666666,89,21.060833387901926,0.6266666666666667,0.6243602276163671,20,0.12048192771084337,0.6186902806182111,21.739491666777035,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,8,2,9.099999999999998 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5238265102564188,0,0.0,0.5208222383590735,0.0,0,0.0,87,18.42623303106937,0.62,0.6152456097647224,17,0.10759493670886076,0.6102297955621635,18.435291255619596,0,0.0,0,0.0,0.5266666666666666,0.5238265102564188,0,0.0,0.5208222383590735,0.0,9.141909950830362,9.333333333333337,8.940755720309001,1.5973354407332534,7.544574510097108,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,8,3,9.099999999999998 +300,6,6.0051324814791665,158,6,0.02,36,6.0051324814791665,0.5833333333333334,0.5744241105775635,6,0.0379746835443038,0.5726348130536348,5.783024179918609,6,0.02,91,19.604547157899923,0.6166666666666667,0.6179545956146324,20,0.12658227848101267,0.6128295238580589,19.604258792967848,5,0.016666666666666666,44,6.003139680439211,0.5866666666666667,0.5947670332853104,8,0.05063291139240506,0.5905374190854912,5.993530327536815,4.353048503706891,3.3333333333333326,4.019471080442405,1.1495492389525463,3.2034992647543445,2.0342922707746958,0.33333333333332993,1.7902606031856338,0.504235365068468,1.5300569057062279,0.25,well_estimated,8,3,9.099999999999998 +300,9,11.5333066165557,158,9,0.03,63,11.5333066165557,0.6166666666666667,0.6050850641488555,11,0.06962025316455696,0.6016304552552513,11.453915238947411,9,0.03,92,19.805334670364363,0.62,0.6187644371205642,20,0.12658227848101267,0.6131459808041967,19.892303824824523,9,0.03,66,11.532920509616806,0.6,0.611581980024354,13,0.08227848101265822,0.6069022779281872,11.478744383295107,1.3679372971708625,0.33333333333332993,1.1515525548945416,0.676001809155305,0.6919354880155576,0.6496915875498499,-1.6666666666666718,0.5271822672935911,0.29658691814266164,0.35310466940718827,0.5,well_estimated,8,3,9.099999999999998 +300,9,16.57116114243333,158,9,0.03,82,16.57116114243333,0.6133333333333333,0.6170636785624591,17,0.10759493670886076,0.6113618797875126,16.679644772321335,9,0.03,92,19.805334670364363,0.62,0.6187644371205642,20,0.12658227848101267,0.6131459808041967,19.892303824824523,9,0.03,82,16.561730921644067,0.6033333333333334,0.6175224900129408,19,0.12025316455696203,0.6111809437833998,16.67215403822971,0.1700758558105031,0.666666666666671,0.17841010166841365,0.23574299348417732,-0.06566713767367421,0.04588114504816554,-0.9999999999999898,-0.01809360041127306,0.1599450291615666,-0.11406388411340107,0.75,well_estimated,8,3,9.099999999999998 +300,15,20.373072018704352,158,15,0.05,94,20.373072018704352,0.61,0.6197723675878821,22,0.13924050632911392,0.6132892649016284,20.519259310458725,15,0.05,94,20.373072018704352,0.61,0.6197723675878821,22,0.13924050632911392,0.6132892649016284,20.519259310458725,15,0.05,94,20.373072018704352,0.61,0.6197723675878821,22,0.13924050632911392,0.6132892649016284,20.519259310458725,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,8,3,9.099999999999998 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5154298254590294,0,0.0,0.5244465472269536,0.0,0,0.0,80,18.9258837879136,0.6,0.5784886657481261,18,0.10909090909090909,0.5812979731195772,19.89279335395506,0,0.0,0,0.0,0.55,0.5154298254590294,0,0.0,0.5244465472269536,0.0,6.30588402890967,4.999999999999993,5.68514258926236,1.3376795140724154,4.968204514837255,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,9,0,9.550000000000002 +300,7,4.512482301466304,165,7,0.023333333333333334,26,4.512482301466304,0.57,0.549600658279394,5,0.030303030303030304,0.558550302886813,4.626863459102507,7,0.023333333333333334,83,19.097686321330087,0.5866666666666667,0.5837784507023339,22,0.13333333333333333,0.5871704231702646,20.007513069708093,6,0.02,32,4.497691200720752,0.57,0.5608016507563185,6,0.03636363636363636,0.5692059859004873,4.718173112066112,3.4177792422939945,1.6666666666666718,2.862012028345162,1.0246964744969957,2.393082767796999,1.120099247692452,0.0,1.0655683013674366,0.40582616217867634,0.7142730855137758,0.25,well_estimated,9,0,9.550000000000002 +300,12,9.71860243329533,165,12,0.04,51,9.71860243329533,0.5833333333333334,0.5719782210242973,11,0.06666666666666667,0.5803193998227746,9.992685925177293,12,0.04,87,20.027468137671825,0.5933333333333334,0.5859660507026195,22,0.13333333333333333,0.5894688106416368,20.956399822375342,11,0.03666666666666667,54,9.71714664793504,0.5766666666666667,0.5769890207564434,13,0.07878787878787878,0.5830156390975397,10.362534347073952,1.398782967832224,1.0000000000000009,0.9149410818862225,0.7161399308585531,0.6826430369736708,0.5010799732146132,-0.666666666666671,0.2696239274765144,0.3520329792796902,0.149046993934923,0.5,well_estimated,9,0,9.550000000000002 +300,18,15.552027985517183,165,18,0.06,74,15.552027985517183,0.5933333333333334,0.5838226822042424,18,0.10909090909090909,0.5899031877247202,16.087475729685284,18,0.06,90,20.953779841485936,0.5966666666666667,0.586802520386902,22,0.13333333333333333,0.5907782842253592,21.88272547796619,18,0.06,75,15.457925988606371,0.59,0.5848295945697696,18,0.10909090909090909,0.5902747603494337,16.16249160489787,0.29798381826595666,0.33333333333332993,0.08750965006389944,0.34239490411804097,-0.04441108585208431,0.10069123655271905,-0.33333333333334103,0.037157262471354535,0.20842915892435665,-0.1077379223716376,0.75,well_estimated,9,0,9.550000000000002 +300,22,21.8411471856053,165,22,0.07333333333333333,93,21.8411471856053,0.5933333333333334,0.586933864998785,24,0.14545454545454545,0.5910858702397164,22.82155958947143,22,0.07333333333333333,93,21.8411471856053,0.5933333333333334,0.586933864998785,24,0.14545454545454545,0.5910858702397164,22.82155958947143,22,0.07333333333333333,93,21.8411471856053,0.5933333333333334,0.586933864998785,24,0.14545454545454545,0.5910858702397164,22.82155958947143,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,9,0,9.550000000000002 +300,0,0.0,149,0,0.0,0,0.0,0.49666666666666665,0.496797989668938,0,0.0,0.5066589027598056,0.0,0,0.0,88,19.536980850132487,0.5666666666666667,0.5721641213883477,21,0.14093959731543623,0.5744243882851061,20.569317493984983,0,0.0,0,0.0,0.49666666666666665,0.496797989668938,0,0.0,0.5066589027598056,0.0,7.53661317194097,7.000000000000001,6.776548552530048,1.374058856316693,6.162554315624277,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,9,1,9.550000000000002 +300,10,4.634848409169933,149,10,0.03333333333333333,29,4.634848409169933,0.5133333333333333,0.5380232867545928,7,0.04697986577181208,0.5465164774491571,4.821793754243778,10,0.03333333333333333,89,19.364955627672302,0.5733333333333334,0.579058904525639,21,0.14093959731543623,0.5827140834081166,20.266633733912084,10,0.03333333333333333,37,4.629421314223182,0.54,0.5537865392987978,7,0.04697986577181208,0.5614388089200688,4.929308950601184,4.103561777104625,6.000000000000005,3.619760595895949,1.0939114305326298,3.0096503465719953,1.5763252544205075,2.6666666666666727,1.492233147091171,0.46092057227131167,1.1154046821491959,0.25,well_estimated,9,1,9.550000000000002 +300,17,10.638816133100864,149,17,0.056666666666666664,58,10.638816133100864,0.55,0.5650997036450589,12,0.08053691275167785,0.5709036745406947,11.2511411960442,17,0.056666666666666664,93,20.760329812872516,0.58,0.5811493928600304,22,0.1476510067114094,0.584073658633824,21.770343907149577,17,0.056666666666666664,63,10.63145723912219,0.56,0.5744109627832676,13,0.087248322147651,0.5790275386079388,11.384320285098488,1.6049689214971519,2.9999999999999916,1.3169984093129306,0.7406887362614181,0.8642801852357338,0.9311259138208738,1.0000000000000009,0.812386406724408,0.3257042998549117,0.6054216139659621,0.5,well_estimated,9,1,9.550000000000002 +300,25,16.696386674282895,149,25,0.08333333333333333,82,16.696386674282895,0.5633333333333334,0.5807736755525462,19,0.12751677852348994,0.5842004252000195,17.578673795780524,25,0.08333333333333333,97,21.98246816945049,0.5933333333333334,0.5827607809537027,21,0.14093959731543623,0.5849217755700712,23.055979713892782,25,0.08333333333333333,83,16.671099678616415,0.56,0.5814407813239306,19,0.12751677852348994,0.5844529222857822,17.60358494468182,0.19871054011564304,3.0000000000000027,0.0721350370051721,0.3552898748971396,-0.15657933478149655,0.0667105771384402,-0.33333333333332993,0.025249708576269292,0.16955407647837253,-0.10284349933993234,0.75,well_estimated,9,1,9.550000000000002 +300,33,22.431966127299543,149,33,0.11,99,22.431966127299543,0.5766666666666667,0.5833526469312416,23,0.15436241610738255,0.5852361577340934,23.655886657150916,33,0.11,99,22.431966127299543,0.5766666666666667,0.5833526469312416,23,0.15436241610738255,0.5852361577340934,23.655886657150916,33,0.11,99,22.431966127299543,0.5766666666666667,0.5833526469312416,23,0.15436241610738255,0.5852361577340934,23.655886657150916,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,9,1,9.550000000000002 +300,0,0.0,169,0,0.0,0,0.0,0.5633333333333334,0.5335770690219039,0,0.0,0.5419740294086869,0.0,0,0.0,82,18.63351350279006,0.6566666666666666,0.6077580623119355,14,0.08284023668639054,0.6145056910053679,18.922861357442788,0,0.0,0,0.0,0.5633333333333334,0.5335770690219039,0,0.0,0.5419740294086869,0.0,7.418099329003159,9.333333333333327,7.253166159668101,1.110467446831076,6.307631882172083,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,9,2,9.550000000000002 +300,7,6.133771941638734,169,7,0.023333333333333334,34,6.133771941638734,0.6033333333333334,0.5760174326249341,6,0.03550295857988166,0.583643058739365,6.19542985428234,7,0.023333333333333334,88,20.35645592330836,0.65,0.6103803189077206,18,0.10650887573964497,0.617948806837741,20.62371619778962,7,0.023333333333333334,41,6.1292606048472695,0.6333333333333333,0.5916983972632555,5,0.029585798816568046,0.5986847345943409,6.274987862552661,3.43628862827865,4.666666666666663,3.4305748098376054,0.8407497319847298,2.59553889629392,1.568096463832136,2.9999999999999916,1.5041675854975955,0.42963818341239246,1.1384582804197434,0.25,well_estimated,9,2,9.550000000000002 +300,10,11.215778022478883,169,10,0.03333333333333333,58,11.215778022478883,0.6433333333333333,0.6007729374647888,8,0.047337278106508875,0.6073862208859129,11.347041831708342,10,0.03333333333333333,89,20.778864798835695,0.6533333333333333,0.6109525973123802,18,0.10650887573964497,0.6182092746513337,21.073489604517807,10,0.03333333333333333,61,11.21130866697492,0.6633333333333333,0.6044781147057366,7,0.04142011834319527,0.6113955792901639,11.424346314402085,1.0179659847591394,1.0000000000000009,1.082305376542081,0.4784961104361402,0.5394698743229991,0.37051772409478767,2.0000000000000018,0.40093584042509844,0.251118562484823,0.11939916160996467,0.5,well_estimated,9,2,9.550000000000002 +300,14,16.001510221377995,169,14,0.04666666666666667,75,16.001510221377995,0.6433333333333333,0.6084858930547209,14,0.08284023668639054,0.6151599210446925,16.27879065348645,14,0.04666666666666667,91,21.413002385417986,0.6533333333333333,0.6115219444611444,19,0.11242603550295859,0.6186558654169089,21.73159607151338,14,0.04666666666666667,76,15.94710065162163,0.6533333333333333,0.6096343613192992,13,0.07692307692307693,0.6172897161442753,16.13351329206947,0.303605140642349,1.0000000000000009,0.3495944372216342,0.25003585238609494,0.053569288256254066,0.11484682645782618,1.0000000000000009,0.21297950995827764,0.17875392550408883,-0.06390709904626266,0.75,well_estimated,9,2,9.550000000000002 +300,21,21.714083557195256,169,21,0.07,92,21.714083557195256,0.6466666666666666,0.6118116878385123,21,0.1242603550295858,0.6187926434916471,22.074952463405435,21,0.07,92,21.714083557195256,0.6466666666666666,0.6118116878385123,21,0.1242603550295858,0.6187926434916471,22.074952463405435,21,0.07,92,21.714083557195256,0.6466666666666666,0.6118116878385123,21,0.1242603550295858,0.6187926434916471,22.074952463405435,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,9,2,9.550000000000002 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.526325218877132,0,0.0,0.532026830045891,0.0,0,0.0,83,18.978122713740134,0.62,0.596845716011972,21,0.12727272727272726,0.6013034787917129,19.267751816475656,0,0.0,0,0.0,0.55,0.526325218877132,0,0.0,0.532026830045891,0.0,7.052049713483999,6.999999999999995,6.9276648745821845,1.0674175785765472,5.984632134907452,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,9,3,9.550000000000002 +300,4,4.006789729215643,165,4,0.013333333333333334,26,4.006789729215643,0.5766666666666667,0.5621679141082658,7,0.04242424242424243,0.5687857369360525,4.002165503673445,4,0.013333333333333334,84,18.946209813885417,0.62,0.6024411753224002,21,0.12727272727272726,0.6075030591098923,19.218632066689356,4,0.013333333333333334,31,3.9749256868386107,0.6266666666666667,0.5749885956121417,1,0.006060606060606061,0.5793790104287666,4.263365511382383,4.027326121413433,4.333333333333334,3.871732217383983,0.9204770709150245,3.106849050498408,1.282068150387583,5.000000000000004,1.0593273492714106,0.3529634741755352,0.9291046762120478,0.25,well_estimated,9,3,9.550000000000002 +300,10,8.736111078609316,165,10,0.03333333333333333,51,8.736111078609316,0.62,0.590593135102193,9,0.05454545454545454,0.5966527134339565,8.80572482409892,10,0.03333333333333333,87,19.399985545890672,0.62,0.6047915709331753,22,0.13333333333333333,0.6100514156865633,19.66377848565538,10,0.03333333333333333,53,8.6993270011751,0.63,0.5948911790583473,8,0.048484848484848485,0.6004927765229839,8.821022131999346,1.4198435830982237,0.0,1.3398702252606753,0.5957615506163482,0.8240820324818755,0.4298043956154296,1.0000000000000009,0.3840063089027401,0.2293669255104991,0.20043747010493052,0.5,well_estimated,9,3,9.550000000000002 +300,19,14.793338184984538,165,19,0.06333333333333334,74,14.793338184984538,0.62,0.603665811146729,16,0.09696969696969697,0.6095730159516084,14.950489317828692,19,0.06333333333333334,86,18.793834311330397,0.62,0.6064609498320045,22,0.13333333333333333,0.6117153354978743,19.13029064732827,19,0.06333333333333334,74,14.68904860272951,0.6133333333333333,0.6047715579470007,18,0.10909090909090909,0.6107251085376447,14.911728502606199,0.2795138685275478,0.0,0.21423195462658695,0.2847999072615963,-0.005286038734048537,0.11057468002716453,-0.666666666666671,0.1152092586036324,0.2212115861791106,-0.11063690615194607,0.75,well_estimated,9,3,9.550000000000002 +300,22,19.519428078814993,165,22,0.07333333333333333,88,19.519428078814993,0.6266666666666667,0.6065772851395905,22,0.13333333333333333,0.6116347742061832,19.926698318934942,22,0.07333333333333333,88,19.519428078814993,0.6266666666666667,0.6065772851395905,22,0.13333333333333333,0.6116347742061832,19.926698318934942,22,0.07333333333333333,88,19.519428078814993,0.6266666666666667,0.6065772851395905,22,0.13333333333333333,0.6116347742061832,19.926698318934942,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,9,3,9.550000000000002 +300,0,0.0,149,0,0.0,0,0.0,0.49666666666666665,0.5312990818843908,0,0.0,0.5264970180019625,0.0,0,0.0,85,17.813650605595722,0.5966666666666667,0.6214436998244109,18,0.12080536912751678,0.6119955103635304,18.284343861480085,0,0.0,0,0.0,0.49666666666666665,0.5312990818843908,0,0.0,0.5264970180019625,0.0,9.014461794002015,10.000000000000004,8.549849236156792,1.4992264122531735,7.515235381748841,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,10,0,8.899999999999997 +300,9,5.366069712819868,149,9,0.03,35,5.366069712819868,0.5666666666666667,0.5824001788701377,4,0.026845637583892617,0.575410335717061,5.595986726904398,9,0.03,83,16.789915825948444,0.6066666666666667,0.6259149207665586,17,0.11409395973154363,0.6150587460428298,17.28626028316643,9,0.03,42,5.365974153989967,0.5933333333333334,0.6005274467009593,3,0.020134228187919462,0.5924658196314746,5.694741577503667,4.35147418964209,4.0000000000000036,3.9648410325768824,0.9651257051901593,3.386348484451931,1.8127267830821525,2.6666666666666727,1.7055483914413583,0.6606943181424392,1.1520324649397133,0.25,well_estimated,10,0,8.899999999999997 +300,9,10.635327620420334,149,9,0.03,61,10.635327620420334,0.6133333333333333,0.6126620510293078,7,0.04697986577181208,0.6034093566418529,10.998818669251843,9,0.03,83,16.789915825948444,0.6066666666666667,0.6259149207665586,17,0.11409395973154363,0.6150587460428298,17.28626028316643,9,0.03,64,10.631298452271967,0.6033333333333334,0.6188362171507122,9,0.06040268456375839,0.6078383546242613,11.212837407626806,1.3252869737250816,-0.6666666666666599,1.1649389400976928,0.5062582249849915,0.8190287487400901,0.6174166121404423,-0.9999999999999898,0.4428997982408367,0.4547116340408916,0.1627049780995507,0.5,well_estimated,10,0,8.899999999999997 +300,15,16.720627830926016,149,15,0.05,83,16.720627830926016,0.6133333333333333,0.6269642574697554,16,0.10738255033557047,0.6152869435315114,17.29145951396878,15,0.05,89,18.973022361041735,0.59,0.627676826427626,22,0.1476510067114094,0.615547982196409,19.578745207294418,15,0.05,83,16.68824823350258,0.6066666666666667,0.6273078930616318,17,0.11409395973154363,0.6154657334084791,17.309974513666713,0.07125689578706407,-2.3333333333333317,0.026103866489768368,0.19566192408849284,-0.12440502830142877,0.034363559187644555,-0.6666666666666599,0.01787898769677332,0.09610986396458697,-0.061746304776942415,0.75,well_estimated,10,0,8.899999999999997 +300,25,21.705728007888496,149,25,0.08333333333333333,97,21.705728007888496,0.5966666666666667,0.6289126633111354,23,0.15436241610738255,0.6161134201639655,22.335298057725428,25,0.08333333333333333,97,21.705728007888496,0.5966666666666667,0.6289126633111354,23,0.15436241610738255,0.6161134201639655,22.335298057725428,25,0.08333333333333333,97,21.705728007888496,0.5966666666666667,0.6289126633111354,23,0.15436241610738255,0.6161134201639655,22.335298057725428,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,10,0,8.899999999999997 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.536919142146764,0,0.0,0.5287774065358426,0.0,0,0.0,97,22.39031901806665,0.6433333333333333,0.6270459294334685,20,0.12269938650306748,0.6144165766826857,22.790419550128277,0,0.0,0,0.0,0.5433333333333333,0.536919142146764,0,0.0,0.5287774065358426,0.0,9.012678728670453,9.999999999999998,8.563917014684307,1.657269682475496,7.355409046194957,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,10,1,8.899999999999997 +300,5,3.9280841031906073,163,5,0.016666666666666666,28,3.9280841031906073,0.5833333333333334,0.5827774182955386,4,0.024539877300613498,0.572789486458304,4.1914634636524735,5,0.016666666666666666,99,23.07029479760187,0.64,0.6304680666567458,22,0.13496932515337423,0.6186454039549318,23.347583584671504,5,0.016666666666666666,34,3.9125952566451816,0.6033333333333334,0.5984297780748473,4,0.024539877300613498,0.586667550848165,4.2458206473576885,4.769064836120718,5.666666666666664,4.585591749662788,1.3621295226867771,3.406935313433941,1.5652359779308678,2.0000000000000018,1.3878064389861056,0.4773490991602818,1.087886878770586,0.25,well_estimated,10,1,8.899999999999997 +300,12,11.413001327545237,163,12,0.04,61,11.413001327545237,0.62,0.6136776035484136,11,0.06748466257668712,0.6023785177752814,11.771801396774054,12,0.04,97,22.165322686401428,0.6433333333333333,0.6320229110872126,22,0.13496932515337423,0.6206708558500664,22.33726608019846,10,0.03333333333333333,66,11.405535490184073,0.64,0.6240726372642385,10,0.06134969325153374,0.6110613471935472,11.97871252635087,1.8345307538799038,2.3333333333333317,1.829233807478503,0.8135468943008558,1.0209838595790481,1.0395033715824842,2.0000000000000018,0.8682829418265814,0.5854292594604263,0.45407411212205784,0.5,well_estimated,10,1,8.899999999999997 +300,19,17.33227435244875,163,19,0.06333333333333334,84,17.33227435244875,0.64,0.6295557189238525,18,0.11042944785276074,0.6174702695995723,17.766419090325886,19,0.06333333333333334,99,22.559889333738614,0.6333333333333333,0.6325968030677639,24,0.147239263803681,0.6212787424822575,22.728971110407265,15,0.05,84,17.323939867119968,0.6366666666666667,0.6306941488882408,19,0.1165644171779141,0.6188252262018359,17.674372110989314,0.30410841439113545,-0.666666666666671,0.38084728826851544,0.41915678252013416,-0.11504836812899871,0.11384299643882878,-0.33333333333332993,0.13549566022635906,0.2122188105810355,-0.09837581414220672,0.75,well_estimated,10,1,8.899999999999997 +300,20,22.9690318048142,163,20,0.06666666666666667,100,22.9690318048142,0.6333333333333333,0.6326046766367628,24,0.147239263803681,0.6212308560069552,23.136406346974727,20,0.06666666666666667,100,22.9690318048142,0.6333333333333333,0.6326046766367628,24,0.147239263803681,0.6212308560069552,23.136406346974727,20,0.06666666666666667,100,22.9690318048142,0.6333333333333333,0.6326046766367628,24,0.147239263803681,0.6212308560069552,23.136406346974727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,10,1,8.899999999999997 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5322553588955985,0,0.0,0.526703553964192,0.0,0,0.0,77,16.309749980798486,0.5633333333333334,0.605969749919059,16,0.10457516339869281,0.5965790246665124,16.8543540896689,0,0.0,0,0.0,0.51,0.5322553588955985,0,0.0,0.526703553964192,0.0,7.371439102346056,5.333333333333334,6.987547070232036,1.404506579976359,5.966932522369697,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,10,2,8.899999999999997 +300,5,3.694467397805753,153,5,0.016666666666666666,27,3.694467397805753,0.5466666666666666,0.5731561586605199,3,0.0196078431372549,0.5658501431257958,4.015300071020618,5,0.016666666666666666,78,16.389930447026888,0.5566666666666666,0.6097380890050114,17,0.1111111111111111,0.6001439777363766,16.876407956584288,5,0.016666666666666666,31,3.6937632911267193,0.5566666666666666,0.5859909027723547,3,0.0196078431372549,0.5777148240034852,4.101199373969114,3.658193034449142,1.0000000000000009,3.4293834610580776,1.067007245165719,2.591185789283423,1.2834744111834717,1.0000000000000009,1.1864680877689326,0.3163851370143755,0.9670892741690962,0.25,well_estimated,10,2,8.899999999999997 +300,16,9.333334107521624,153,16,0.05333333333333334,57,9.333334107521624,0.5666666666666667,0.6064309944610633,8,0.05228758169934641,0.5952238885879803,10.006768950309118,16,0.05333333333333334,81,16.92835767314843,0.5666666666666667,0.6153912832526823,17,0.1111111111111111,0.6048225476690738,17.43503860924707,16,0.05333333333333334,57,9.30818666785697,0.57,0.6087532458451973,9,0.058823529411764705,0.5973081588923397,10.010972944503736,0.8960288791619031,0.0,0.9598659081093586,0.46665655354277596,0.42937232561912714,0.23222513841339998,0.33333333333332993,0.20842703043594257,0.3247157225967882,-0.09249058418338824,0.5,well_estimated,10,2,8.899999999999997 +300,21,13.706550383320426,153,21,0.07,72,13.706550383320426,0.5766666666666667,0.6151046757456281,12,0.0784313725490196,0.603672227846875,14.374665069597507,21,0.07,83,17.518553397423236,0.58,0.6165622263118987,16,0.10457516339869281,0.6050656841355723,18.116067755879214,21,0.07,72,13.674811940795157,0.5833333333333334,0.6156350620363522,11,0.0718954248366013,0.603801025562268,14.317313641053852,0.14575505662706156,0.33333333333332993,0.1393456288697248,0.2487330489017059,-0.10297799227464433,0.053038629072410526,0.666666666666671,0.01287977153929809,0.10178560877587835,-0.04874697970346782,0.75,well_estimated,10,2,8.899999999999997 +300,28,19.063428600552392,153,28,0.09333333333333334,87,19.063428600552392,0.58,0.617143268905697,17,0.1111111111111111,0.6053975975777998,19.68445090419815,28,0.09333333333333334,87,19.063428600552392,0.58,0.617143268905697,17,0.1111111111111111,0.6053975975777998,19.68445090419815,28,0.09333333333333334,87,19.063428600552392,0.58,0.617143268905697,17,0.1111111111111111,0.6053975975777998,19.68445090419815,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,10,2,8.899999999999997 +300,0,0.0,146,0,0.0,0,0.0,0.4866666666666667,0.5341196632870231,0,0.0,0.5294797261806935,0.0,0,0.0,89,19.191024109308465,0.56,0.624746353375455,18,0.1232876712328767,0.6133651278483143,20.03255031344592,0,0.0,0,0.0,0.4866666666666667,0.5341196632870231,0,0.0,0.5294797261806935,0.0,9.062669008843194,7.333333333333336,8.388540166762082,1.60664513628123,7.456023872561964,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,10,3,8.899999999999997 +300,2,4.7312686658675,146,2,0.006666666666666667,30,4.7312686658675,0.52,0.576103471437051,3,0.02054794520547945,0.5698027671965568,4.943287485106671,2,0.006666666666666667,87,18.21865520306988,0.5566666666666666,0.6263873208143047,17,0.11643835616438356,0.6146861830494698,19.050797899378193,2,0.006666666666666667,37,4.719423708678543,0.54,0.5942697576279848,5,0.03424657534246575,0.5859660859679813,5.092053345345157,5.028384937725372,3.6666666666666625,4.4883415852913,1.209629419436028,3.8187555182893442,1.8166286190933856,2.0000000000000018,1.6163318771424517,0.5137619683614342,1.3028666507319513,0.25,well_estimated,10,3,8.899999999999997 +300,8,11.724263846345725,146,8,0.02666666666666667,66,11.724263846345725,0.5666666666666667,0.6168273199809817,8,0.0547945205479452,0.6062944422924602,12.336913180484553,8,0.02666666666666667,92,19.336572932854665,0.57,0.629340885354708,16,0.1095890410958904,0.617448959406006,20.221933177364306,8,0.02666666666666667,68,11.681092406033025,0.56,0.6226695390549635,11,0.07534246575342465,0.6118339052647137,12.398506046349492,1.2513565373726276,0.33333333333332993,1.1154517113545759,0.5927865146144137,0.658570022758214,0.5842219073981747,-0.6666666666666599,0.5539462972253495,0.273788393409785,0.3104335139883897,0.5,well_estimated,10,3,8.899999999999997 +300,13,16.424844987610424,146,13,0.043333333333333335,84,16.424844987610424,0.56,0.6288327643494813,15,0.10273972602739725,0.6174356337929532,17.175402972448087,13,0.043333333333333335,95,20.254258880940373,0.5733333333333334,0.6304916450616154,16,0.1095890410958904,0.6193707921412994,20.975344090467193,12,0.04,85,16.408878974805468,0.5666666666666667,0.6292192128875724,14,0.0958904109589041,0.6173881540448664,17.287623638344282,0.16588807121340476,1.3333333333333308,0.1935158348346233,0.28441194071748277,-0.118523869504078,0.03864485380911109,0.6666666666666599,-0.004747974808683164,0.1117627952569103,-0.0731179414477992,0.75,well_estimated,10,3,8.899999999999997 +300,18,21.10253450360085,146,18,0.06,97,21.10253450360085,0.57,0.6307947803676685,17,0.11643835616438356,0.6191263757473476,21.83758922745414,18,0.06,97,21.10253450360085,0.57,0.6307947803676685,17,0.11643835616438356,0.6191263757473476,21.83758922745414,18,0.06,97,21.10253450360085,0.57,0.6307947803676685,17,0.11643835616438356,0.6191263757473476,21.83758922745414,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,10,3,8.899999999999997 +300,0,0.0,143,0,0.0,0,0.0,0.4766666666666667,0.5147262309731637,0,0.0,0.5096912539545583,0.0,0,0.0,80,17.68266040374607,0.5566666666666666,0.5947452535822638,19,0.13286713286713286,0.5909060583603358,17.46387303571975,0,0.0,0,0.0,0.4766666666666667,0.5147262309731637,0,0.0,0.5096912539545583,0.0,8.00190226091001,7.9999999999999964,8.121480440577756,0.6454960859814085,7.356406174928601,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,11,0,8.799999999999997 +300,2,5.110343375615938,143,2,0.006666666666666667,30,5.110343375615938,0.5033333333333333,0.5558572232851501,8,0.055944055944055944,0.5505058931763168,5.159807261154793,2,0.006666666666666667,79,17.0534306344068,0.56,0.5966472278866389,18,0.1258741258741259,0.5926227826536002,16.841929136841173,2,0.006666666666666667,38,5.105178796921936,0.53,0.5724822356262763,7,0.04895104895104895,0.567293000475792,5.0721184338671845,4.079000460148885,5.666666666666675,4.211688947728343,0.4228594766323009,3.656140983516584,1.6625012341126233,2.6666666666666727,1.678710729947519,0.2455929022735673,1.416908331839056,0.25,well_estimated,11,0,8.799999999999997 +300,8,10.957340734762244,143,8,0.02666666666666667,60,10.957340734762244,0.55,0.5905126676548054,13,0.09090909090909091,0.5863306709833227,10.82389863607361,8,0.02666666666666667,82,18.00065714843578,0.5766666666666667,0.6002503111045446,18,0.1258741258741259,0.5961432324669361,17.770487358721304,8,0.02666666666666667,61,10.903923076354147,0.56,0.5946104831493867,11,0.07692307692307693,0.5898398795047565,10.827309485078782,0.9737643449739264,2.6666666666666616,0.9812561483613425,0.2885656754324106,0.6851986695415158,0.4097815494581325,1.0000000000000009,0.3509208521433771,0.1702621018002587,0.2395194476578738,0.5,well_estimated,11,0,8.799999999999997 +300,18,15.93842983965411,143,18,0.06,77,15.93842983965411,0.57,0.6018553487405065,16,0.11188811188811189,0.5983529022083206,15.725655148150983,18,0.06,83,18.101146730256126,0.5733333333333334,0.6030192689933707,18,0.1258741258741259,0.5992348185863228,17.907547388249277,17,0.056666666666666664,77,15.845232659339002,0.5733333333333334,0.6021244754423588,15,0.1048951048951049,0.5987426699176254,15.630059003055052,0.1163920252864159,0.33333333333334103,0.08819163780021677,0.1321420884116116,-0.015750063125195696,0.02691267018523069,0.33333333333334103,0.03897677093047669,0.09295358911287094,-0.06604091892764025,0.75,well_estimated,11,0,8.799999999999997 +300,23,19.456022466467132,143,23,0.07666666666666666,87,19.456022466467132,0.58,0.603519652495949,18,0.1258741258741259,0.6004086588045243,19.154138298937056,23,0.07666666666666666,87,19.456022466467132,0.58,0.603519652495949,18,0.1258741258741259,0.6004086588045243,19.154138298937056,23,0.07666666666666666,87,19.456022466467132,0.58,0.603519652495949,18,0.1258741258741259,0.6004086588045243,19.154138298937056,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,11,0,8.799999999999997 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5453551259167322,0,0.0,0.5426473167054235,0.0,0,0.0,72,17.063678485164207,0.62,0.6042934958867723,15,0.09090909090909091,0.6029766191539646,16.94010971312551,0,0.0,0,0.0,0.55,0.5453551259167322,0,0.0,0.5426473167054235,0.0,5.893836997004009,6.999999999999995,6.032930244854107,0.8426198253718132,5.051217171632196,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,11,1,8.799999999999997 +300,6,4.830351221910934,165,6,0.02,26,4.830351221910934,0.59,0.5758555297559379,3,0.01818181818181818,0.5735005958557937,4.740844149362191,6,0.02,79,19.245259204850477,0.6333333333333333,0.6058164900729944,16,0.09696969696969697,0.6047044217018339,19.027251165138242,5,0.016666666666666666,32,4.829931612309997,0.5766666666666667,0.5871129682688462,7,0.04242424242424243,0.5850951987446426,4.776507546027835,2.996096031705653,4.333333333333334,3.12038258460402,0.7833245631352282,2.2127714685704247,1.125743851290828,-1.3333333333333308,1.1594602888848837,0.2434231198448081,0.8823207314460199,0.25,well_estimated,11,1,8.799999999999997 +300,7,9.288758381796994,165,7,0.023333333333333334,47,9.288758381796994,0.6,0.5957521329031871,9,0.05454545454545454,0.5938593601891453,9.138902084052626,7,0.023333333333333334,80,19.498292044829967,0.6333333333333333,0.6060111515937125,16,0.09696969696969697,0.6050569878599406,19.264797405282234,6,0.02,48,9.285819321921592,0.6133333333333333,0.5994729167027422,9,0.05454545454545454,0.5976760176308138,9.237020181933563,1.0259018690525479,3.3333333333333326,1.119762767079524,0.5716303825555795,0.45427148649696836,0.3720783799555094,1.3333333333333308,0.38166574416684806,0.2159121274598829,0.15616625249562652,0.5,well_estimated,11,1,8.799999999999997 +300,16,14.428794413597682,165,16,0.05333333333333334,64,14.428794413597682,0.62,0.6034873858848725,12,0.07272727272727272,0.6018522896943784,14.29290982211097,16,0.05333333333333334,86,21.573724337118698,0.6266666666666667,0.6071574088271151,20,0.12121212121212122,0.6063491968167978,21.31491627911213,16,0.05333333333333334,65,14.422214488871935,0.6333333333333333,0.6051104632836699,12,0.07272727272727272,0.6042479582015173,14.198629815514574,0.3670022942242612,0.666666666666671,0.4496907122419347,0.39048100995234813,-0.023478715728086907,0.16230773987974123,1.3333333333333308,0.2395668507138904,0.22534509497811303,-0.0630373550983718,0.75,well_estimated,11,1,8.799999999999997 +300,19,20.50466665770693,165,19,0.06333333333333334,83,20.50466665770693,0.63,0.6072880626943018,19,0.11515151515151516,0.6067213249074461,20.237931390408512,19,0.06333333333333334,83,20.50466665770693,0.63,0.6072880626943018,19,0.11515151515151516,0.6067213249074461,20.237931390408512,19,0.06333333333333334,83,20.50466665770693,0.63,0.6072880626943018,19,0.11515151515151516,0.6067213249074461,20.237931390408512,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,11,1,8.799999999999997 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5393087540099698,0,0.0,0.5377277704357325,0.0,0,0.0,89,22.40317895928727,0.5633333333333334,0.6050949534717958,25,0.15723270440251572,0.605451089457563,22.088535362672275,0,0.0,0,0.0,0.53,0.5393087540099698,0,0.0,0.5377277704357325,0.0,6.578619946182595,3.3333333333333326,6.772331902183049,1.0680907348771271,5.510529211305468,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,11,2,8.799999999999997 +300,4,5.099018227833366,159,4,0.013333333333333334,28,5.099018227833366,0.5333333333333333,0.5721151337662406,8,0.050314465408805034,0.5702886813280089,5.085737327421221,4,0.013333333333333334,88,21.90308591301183,0.5566666666666666,0.606682386462896,25,0.15723270440251572,0.6070703230609014,21.620589518239566,4,0.013333333333333334,35,5.0984764213004805,0.5566666666666666,0.5858709777707645,8,0.050314465408805034,0.583702142141565,5.093261420274998,3.4567252696655393,2.3333333333333317,3.6781641732892445,0.8041921086702087,2.6525331609953304,1.3755844004523898,2.3333333333333317,1.34134608135561,0.23301139411530544,1.1425730063370845,0.25,well_estimated,11,2,8.799999999999997 +300,12,10.991224165260142,159,12,0.04,54,10.991224165260142,0.5566666666666666,0.5976850419559332,15,0.09433962264150944,0.5958587159385091,10.867686919249147,12,0.04,89,22.071374865833924,0.5633333333333334,0.6091646771072309,25,0.15723270440251572,0.6088898507008671,21.85205895281467,12,0.04,56,10.989661105874156,0.5666666666666667,0.6014357999160952,13,0.08176100628930817,0.5987952009647413,10.996381547587102,1.1479635151297685,0.666666666666671,1.3031134762357954,0.537548170155788,0.6104153449739804,0.3750757960161999,1.0000000000000009,0.2936485026232116,0.2090050072187438,0.1660707887974561,0.5,well_estimated,11,2,8.799999999999997 +300,16,18.70412236866793,159,16,0.05333333333333334,79,18.70412236866793,0.5633333333333334,0.6083486479068217,22,0.13836477987421383,0.6073084046627708,18.463272660436655,16,0.05333333333333334,90,22.357343542167335,0.56,0.6100431332307689,26,0.16352201257861634,0.6091701098859236,22.18169905340116,16,0.05333333333333334,80,18.643955158845763,0.5533333333333333,0.6091368591487135,23,0.14465408805031446,0.6078700794473832,18.41710423082673,0.16944853239471147,-0.33333333333332993,0.18617052231527653,0.2236027004134483,-0.05415416801873682,0.07882112418917675,-1.0000000000000009,0.05616747846124426,0.12700550511871378,-0.04818438092953703,0.75,well_estimated,11,2,8.799999999999997 +300,21,22.771707408765177,159,21,0.07,91,22.771707408765177,0.56,0.6105121276666008,26,0.16352201257861634,0.6087632854748914,22.565493275349343,21,0.07,91,22.771707408765177,0.56,0.6105121276666008,26,0.16352201257861634,0.6087632854748914,22.565493275349343,21,0.07,91,22.771707408765177,0.56,0.6105121276666008,26,0.16352201257861634,0.6087632854748914,22.565493275349343,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,11,2,8.799999999999997 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5413130226083217,0,0.0,0.5387152677112329,0.0,0,0.0,76,16.376132672607753,0.62,0.6168554797696012,14,0.0880503144654088,0.6149964159950326,16.151354595973142,0,0.0,0,0.0,0.53,0.5413130226083217,0,0.0,0.5387152677112329,0.0,7.55424571612795,8.999999999999996,7.628114828379973,0.9888598235468424,6.565385892581107,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,11,3,8.799999999999997 +300,6,4.9743299795340095,159,6,0.02,30,4.9743299795340095,0.56,0.5828078798856744,7,0.0440251572327044,0.5805529228141404,4.7599297441437,6,0.02,78,16.868944275224564,0.63,0.6192882911627035,15,0.09433962264150944,0.6166178071292101,16.7715510250651,6,0.02,37,4.973159655948092,0.59,0.5966327628908787,5,0.031446540880503145,0.5944196944441358,4.833815029447463,3.6480411277029057,6.999999999999995,3.606488431506971,0.6831558924369797,2.964885235265926,1.3824883005204347,2.9999999999999916,1.386677162999539,0.3817752077890088,1.0007130927314258,0.25,well_estimated,11,3,8.799999999999997 +300,6,9.207967886016315,159,6,0.02,51,9.207967886016315,0.6033333333333334,0.6057157777057124,7,0.0440251572327044,0.6034746587694577,9.075055059890028,6,0.02,78,16.868944275224564,0.63,0.6192882911627035,15,0.09433962264150944,0.6166178071292101,16.7715510250651,6,0.02,55,9.183959566046164,0.6033333333333334,0.6113705185859608,10,0.06289308176100629,0.6088744528518953,9.014569635725412,1.3572513456991064,2.6666666666666616,1.3143148359752388,0.4846388548962528,0.8726124908028536,0.5654740880248421,0.0,0.5399794082437626,0.3028256916387383,0.2626483963861038,0.5,well_estimated,11,3,8.799999999999997 +300,14,14.155176948646547,159,14,0.04666666666666667,71,14.155176948646547,0.6233333333333333,0.6195189276588747,13,0.08176100628930817,0.61694972583916,14.008927304799375,14,0.04666666666666667,78,16.540200256272545,0.6366666666666667,0.6210636411152642,14,0.0880503144654088,0.6183926061243521,16.45412166918991,14,0.04666666666666667,71,13.93461272387061,0.6233333333333333,0.6200889973398851,13,0.08176100628930817,0.6179025981641268,13.740543872470305,0.15447134563895126,1.333333333333342,0.14428802851921274,0.11409346769901385,0.04037787793993741,0.05700696810103656,0.0,0.09528723249668802,0.056069850146272006,0.0009371179547645533,0.75,well_estimated,11,3,8.799999999999997 +300,19,17.357849745288995,159,19,0.06333333333333334,81,17.357849745288995,0.6366666666666667,0.6216515521993966,15,0.09433962264150944,0.6190897758982636,17.214228102138506,19,0.06333333333333334,81,17.357849745288995,0.6366666666666667,0.6216515521993966,15,0.09433962264150944,0.6190897758982636,17.214228102138506,19,0.06333333333333334,81,17.357849745288995,0.6366666666666667,0.6216515521993966,15,0.09433962264150944,0.6190897758982636,17.214228102138506,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,11,3,8.799999999999997 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5361675709740663,0,0.0,0.5434727657334529,0.0,0,0.0,86,18.94955932380894,0.5866666666666667,0.6121197695824214,21,0.13043478260869565,0.6092098506454264,20.486708022312467,0,0.0,0,0.0,0.5366666666666666,0.5361675709740663,0,0.0,0.5434727657334529,0.0,7.5952198608355115,5.000000000000004,6.573708491197349,1.3573914978767896,6.237828362958722,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,12,0,9.699999999999998 +300,12,4.199857257225946,161,12,0.04,26,4.199857257225946,0.5733333333333334,0.5719228207824925,3,0.018633540372670808,0.5768407610452656,4.5654099768160314,12,0.04,90,20.275663874494832,0.59,0.6150262540976663,23,0.14285714285714285,0.6132591516486778,21.7217583641974,6,0.02,34,4.188903986264858,0.58,0.5886190497473457,4,0.024844720496894408,0.5918143939377857,4.799530282486265,4.310343331517386,1.6666666666666607,3.641839060341223,0.9958875237075289,3.314455807809857,1.6696228964853232,0.6666666666666599,1.4973632892520072,0.31237873240771763,1.3572441640776056,0.25,well_estimated,12,0,9.699999999999998 +300,13,11.751653612515756,161,13,0.043333333333333335,60,11.751653612515756,0.5966666666666667,0.6033414873294144,11,0.06832298136645963,0.6056373994388893,12.523929998565276,13,0.043333333333333335,91,20.71269955367669,0.5866666666666667,0.6150995006566297,24,0.14906832298136646,0.6131442606210094,22.184605570168184,13,0.043333333333333335,63,11.745994445673954,0.5966666666666667,0.608690072914672,11,0.06832298136645963,0.6087238240205001,12.793364794766694,1.1758013327215266,-1.0000000000000009,0.7506861182120073,0.6155642852055536,0.560237047515973,0.5348585585257637,0.0,0.30864245816107916,0.3797489670886876,0.1551095914370761,0.5,well_estimated,12,0,9.699999999999998 +300,12,15.149520005764735,161,12,0.04,74,15.149520005764735,0.6033333333333334,0.612515081467943,15,0.09316770186335403,0.6117819272786205,16.375036055283417,12,0.04,90,20.275663874494832,0.59,0.6150262540976663,23,0.14285714285714285,0.6132591516486778,21.7217583641974,12,0.04,74,15.124529722438096,0.5933333333333334,0.612923190350013,16,0.09937888198757763,0.6123509181865262,16.30159283420573,0.2511172629723335,-1.333333333333342,0.14772243700573728,0.2848156600727241,-0.033698397100390576,0.040810888206999074,-1.0000000000000009,0.0568990907905742,0.13280025586205083,-0.09198936765505175,0.75,well_estimated,12,0,9.699999999999998 +300,14,20.401482478756016,161,14,0.04666666666666667,90,20.401482478756016,0.5833333333333334,0.615146440053297,24,0.14906832298136646,0.6130063401309336,21.908514621611648,14,0.04666666666666667,90,20.401482478756016,0.5833333333333334,0.615146440053297,24,0.14906832298136646,0.6130063401309336,21.908514621611648,14,0.04666666666666667,90,20.401482478756016,0.5833333333333334,0.615146440053297,24,0.14906832298136646,0.6130063401309336,21.908514621611648,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,12,0,9.699999999999998 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5359623471495676,0,0.0,0.5417746635499473,0.0,0,0.0,85,19.9259168638443,0.58,0.6078058680276803,24,0.14545454545454545,0.6072718390698321,20.765062610924055,0,0.0,0,0.0,0.55,0.5359623471495676,0,0.0,0.5417746635499473,0.0,7.184352087811274,2.9999999999999916,6.5497175519884765,1.1990806372634852,5.985271450547789,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,12,1,9.699999999999998 +300,9,5.5212212429523495,165,9,0.03,33,5.5212212429523495,0.59,0.5805213726671512,7,0.04242424242424243,0.5842537083086037,5.908332295319338,9,0.03,85,19.431842487102355,0.6,0.6122102218318882,22,0.13333333333333333,0.6120379002844433,20.3635921721669,9,0.03,37,5.517508451752318,0.5933333333333334,0.5897725884491734,5,0.030303030303030304,0.591806651160244,6.039041330704813,3.168884916473702,1.0000000000000009,2.778419197583959,0.759741436723504,2.409143479750198,0.9251215782022149,0.33333333333334103,0.7552942851640321,0.32796964612064416,0.5971519320815707,0.25,well_estimated,12,1,9.699999999999998 +300,19,10.882650333450162,165,19,0.06333333333333334,55,10.882650333450162,0.59,0.5984325177943683,16,0.09696969696969697,0.6021355346659821,11.270322133308188,19,0.06333333333333334,87,20.188839714184144,0.5966666666666667,0.613987611599305,23,0.1393939393939394,0.6140045265457466,21.061186634017133,11,0.03666666666666667,59,10.848951203625456,0.5966666666666667,0.6053696977295983,14,0.08484848484848485,0.6072613167827514,11.424715108845893,1.5555093804936693,0.666666666666671,1.1868991879764423,0.5219480576775399,1.0335613228161293,0.6937179935229909,0.666666666666671,0.5125782116769284,0.26354341655207864,0.43017457697091227,0.5,well_estimated,12,1,9.699999999999998 +300,17,17.18133848654301,165,17,0.056666666666666664,79,17.18133848654301,0.6,0.6125216169263042,20,0.12121212121212122,0.6139384671513661,17.860733254499422,17,0.056666666666666664,87,20.10913304469729,0.5966666666666667,0.613790013213792,23,0.1393939393939394,0.6137416203547588,20.98940406476435,17,0.056666666666666664,79,17.11602616641802,0.6066666666666667,0.6131252482426426,19,0.11515151515151516,0.6131112287526522,17.965042188517714,0.12683962874877608,-0.33333333333332993,-0.019684679660736393,0.2051930061933865,-0.07835337744461043,0.06036313163383378,0.666666666666671,-0.08272383987139031,0.15940378940597608,-0.0990406577721423,0.75,well_estimated,12,1,9.699999999999998 +300,22,21.18609797037341,165,22,0.07333333333333333,90,21.18609797037341,0.6,0.6141722356599472,24,0.14545454545454545,0.6139237064059863,22.096320088986147,22,0.07333333333333333,90,21.18609797037341,0.6,0.6141722356599472,24,0.14545454545454545,0.6139237064059863,22.096320088986147,22,0.07333333333333333,90,21.18609797037341,0.6,0.6141722356599472,24,0.14545454545454545,0.6139237064059863,22.096320088986147,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,12,1,9.699999999999998 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.535772365044628,0,0.0,0.5406317513622863,0.0,0,0.0,88,18.362704343713588,0.6,0.6234157721647885,21,0.1337579617834395,0.6219276013320103,19.4742062077789,0,0.0,0,0.0,0.5233333333333333,0.535772365044628,0,0.0,0.5406317513622863,0.0,8.76434071201605,7.666666666666666,8.129584996972405,1.2834597352629569,7.4808809767530935,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,12,2,9.699999999999998 +300,8,4.951037301199269,157,8,0.02666666666666667,34,4.951037301199269,0.5833333333333334,0.5856816174996228,5,0.03184713375796178,0.5886290940220621,5.274648563543811,8,0.02666666666666667,88,18.386829327501594,0.6066666666666667,0.6275977601017695,21,0.1337579617834395,0.6267251364178836,19.36880175905685,8,0.02666666666666667,39,4.948272976933057,0.6066666666666667,0.5993639714135374,3,0.01910828025477707,0.6019374097693801,5.399065820289553,4.191614260214671,2.3333333333333317,3.809604239582154,0.8456132499143749,3.346001010300296,1.368235391391459,2.3333333333333317,1.3308315747318056,0.28184546812462064,1.0863899232668386,0.25,well_estimated,12,2,9.699999999999998 +300,13,11.100645314036429,157,13,0.043333333333333335,64,11.100645314036429,0.6333333333333333,0.6163525709639479,8,0.050955414012738856,0.618308050158191,11.609154071191302,13,0.043333333333333335,90,18.918090878411043,0.6066666666666667,0.6285816381149846,21,0.1337579617834395,0.6273198372377361,19.92456022654691,8,0.02666666666666667,65,11.09422331409425,0.61,0.6207054738147592,12,0.07643312101910828,0.6216752011883365,11.782424743372536,1.2229067151036666,-2.6666666666666616,0.9011787079545086,0.4987668661118643,0.7241398489918023,0.43529028508112466,-2.3333333333333317,0.336715103014551,0.3361424176488888,0.09914786743223586,0.5,well_estimated,12,2,9.699999999999998 +300,15,16.219095151238815,157,15,0.05,83,16.219095151238815,0.6133333333333333,0.6274807489750601,17,0.10828025477707007,0.6260874296286381,17.212638442679776,15,0.05,91,19.117737626857508,0.61,0.6288055402340252,21,0.1337579617834395,0.6275312682959007,20.135295592656966,15,0.05,82,16.181770593660975,0.6066666666666667,0.6277820773346212,18,0.11464968152866242,0.6264161149313973,17.171764147165337,0.1324791258965119,-0.33333333333332993,0.1443838667262609,0.06942844957614475,0.06305067632036715,0.030132835956109272,-0.6666666666666599,0.03286853027592018,0.07754081575354638,-0.047407979797437105,0.75,well_estimated,12,2,9.699999999999998 +300,19,19.679521844051408,157,19,0.06333333333333334,93,19.679521844051408,0.61,0.6289041857037904,21,0.1337579617834395,0.6272591677720402,20.764812346158717,19,0.06333333333333334,93,19.679521844051408,0.61,0.6289041857037904,21,0.1337579617834395,0.6272591677720402,20.764812346158717,19,0.06333333333333334,93,19.679521844051408,0.61,0.6289041857037904,21,0.1337579617834395,0.6272591677720402,20.764812346158717,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,12,2,9.699999999999998 +300,0,0.0,178,0,0.0,0,0.0,0.5933333333333334,0.5324699969400966,0,0.0,0.5376215024354154,0.0,0,0.0,86,18.849962543605354,0.6633333333333333,0.6189222634450458,24,0.1348314606741573,0.6148805299974714,20.180141020164623,0,0.0,0,0.0,0.5933333333333334,0.5324699969400966,0,0.0,0.5376215024354154,0.0,8.64522665049492,6.999999999999995,7.725902756205604,1.4103400947225124,7.234886555772407,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,12,3,9.699999999999998 +300,3,4.704329241289643,178,3,0.01,33,4.704329241289643,0.6366666666666667,0.5832216429309509,5,0.028089887640449437,0.5851014850049451,5.112412318761468,3,0.01,84,17.724586468477412,0.67,0.6215517729518651,22,0.12359550561797752,0.6170543346386436,19.10106012727288,3,0.01,38,4.6885369276566236,0.65,0.595406834788035,5,0.028089887640449437,0.5962099109576547,5.248665954656552,3.8330130020914233,3.3333333333333326,3.195284963369849,0.9926455803453302,2.840367421746093,1.218519185708411,1.3333333333333308,1.1108425952709666,0.29845132329553953,0.9200678624128715,0.25,well_estimated,12,3,9.699999999999998 +300,10,10.248871258584511,178,10,0.03333333333333333,59,10.248871258584511,0.6633333333333333,0.6105069193101457,12,0.06741573033707865,0.6103790911157708,10.947766566787546,10,0.03333333333333333,89,19.1030161680295,0.6666666666666666,0.6256569836754434,24,0.1348314606741573,0.6208103412257445,20.414730865445897,10,0.03333333333333333,63,10.227549197607177,0.6566666666666666,0.6178669673022932,14,0.07865168539325842,0.6156257302103505,11.209680558837793,1.5150064365297755,0.33333333333332993,1.04312501099737,0.586769251173604,0.9282371853561715,0.7360047992147511,-0.666666666666671,0.5246639094579675,0.3958211682878985,0.34018363092685266,0.5,well_estimated,12,3,9.699999999999998 +300,18,15.67158085045645,178,18,0.06,80,15.67158085045645,0.6733333333333333,0.6259583323414,19,0.10674157303370786,0.6227764660417037,16.78687422695847,18,0.06,89,18.650165710641826,0.6733333333333333,0.6283224944826683,23,0.12921348314606743,0.6240615454463057,19.936975032032297,18,0.06,80,15.607484611016464,0.67,0.6266207317534115,20,0.11235955056179775,0.6230567764915511,16.79082844301347,0.23641621412683334,0.0,0.12850794046019853,0.14468169492226876,0.09173451920456457,0.06623994120115162,-0.33333333333332993,0.02803104498474429,0.061975213550339525,0.004264727650812095,0.75,well_estimated,12,3,9.699999999999998 +300,27,20.717042967641362,178,27,0.09,95,20.717042967641362,0.6866666666666666,0.6290977452223243,23,0.12921348314606743,0.6239920105346454,22.125124098946266,27,0.09,95,20.717042967641362,0.6866666666666666,0.6290977452223243,23,0.12921348314606743,0.6239920105346454,22.125124098946266,27,0.09,95,20.717042967641362,0.6866666666666666,0.6290977452223243,23,0.12921348314606743,0.6239920105346454,22.125124098946266,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,12,3,9.699999999999998 +300,0,0.0,180,0,0.0,0,0.0,0.6,0.5496013768048962,0,0.0,0.5434207325406945,0.0,0,0.0,80,18.53813750421883,0.63,0.6167648869547376,23,0.12777777777777777,0.6085430986841648,18.429972112411868,0,0.0,0,0.0,0.6,0.5496013768048962,0,0.0,0.5434207325406945,0.0,6.716351014984145,3.0000000000000027,6.512236614347033,1.0585587588976484,5.657792256086497,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,13,0,8.650000000000002 +300,8,4.023464692655078,180,8,0.02666666666666667,25,4.023464692655078,0.6366666666666667,0.5879325542234682,6,0.03333333333333333,0.5806908616135421,4.047964423871306,8,0.02666666666666667,81,18.714073975862966,0.6266666666666667,0.6202903793998179,25,0.1388888888888889,0.6109522664054869,18.66910502936774,8,0.02666666666666667,29,4.022044273207402,0.6366666666666667,0.597427864538796,6,0.03333333333333333,0.5888384656431733,4.176916896471414,3.2357825176349664,-1.0000000000000009,3.0261404791944835,0.8566243603991068,2.3791581572358593,0.9495310315327798,0.0,0.8147604029631217,0.2093237682792191,0.7402072632535608,0.25,well_estimated,13,0,8.650000000000002 +300,12,8.840281511556007,180,12,0.04,48,8.840281511556007,0.6533333333333333,0.6108322359448586,12,0.06666666666666667,0.6024861897592649,8.855820952934037,12,0.04,80,18.295297616370313,0.6233333333333333,0.6215015223713912,25,0.1388888888888889,0.612099534666213,18.294193959658376,12,0.04,50,8.8395738047467,0.6533333333333333,0.6138408295762726,11,0.06111111111111111,0.6041205379429325,8.897338712862954,1.0669286426532643,-3.0000000000000027,0.9613344906948096,0.5220057602579405,0.5449228823953237,0.3008593631414036,0.0,0.16343481836675888,0.21742778677699107,0.08343157636441254,0.5,well_estimated,13,0,8.650000000000002 +300,24,14.799319820385426,180,24,0.08,68,14.799319820385426,0.6433333333333333,0.6202575023351832,20,0.1111111111111111,0.6091529457937325,14.953494995197493,24,0.08,85,20.06908180936832,0.6233333333333333,0.6239528915350103,27,0.15,0.612950851305378,20.11095003653001,24,0.08,69,14.686813961795439,0.6266666666666667,0.622139295903262,22,0.12222222222222222,0.6112074302944805,14.827080426398135,0.3695389199827148,-2.0000000000000018,0.3797905511645494,0.29552399201345264,0.07401492796926218,0.18817935680788267,-1.6666666666666607,0.20544845007480772,0.26918035837090265,-0.08100100156301998,0.75,well_estimated,13,0,8.650000000000002 +300,33,20.923084418925793,180,33,0.11,87,20.923084418925793,0.6166666666666667,0.6246968215732166,30,0.16666666666666666,0.6126443487062153,21.054767045899272,33,0.11,87,20.923084418925793,0.6166666666666667,0.6246968215732166,30,0.16666666666666666,0.6126443487062153,21.054767045899272,33,0.11,87,20.923084418925793,0.6166666666666667,0.6246968215732166,30,0.16666666666666666,0.6126443487062153,21.054767045899272,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,13,0,8.650000000000002 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5318097298805516,0,0.0,0.52685560798094,0.0,0,0.0,86,19.63036926357343,0.6433333333333333,0.612458619554975,14,0.08917197452229299,0.605731245994017,19.72462061040027,0,0.0,0,0.0,0.5233333333333333,0.5318097298805516,0,0.0,0.52685560798094,0.0,8.064888967442341,12.0,7.887563801307696,1.1769961292419104,6.887892838200431,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,13,1,8.650000000000002 +300,10,3.5893318202464832,157,10,0.03333333333333333,24,3.5893318202464832,0.56,0.5716330953467368,4,0.025477707006369428,0.5644831319003282,3.8538866059854757,10,0.03333333333333333,89,20.075074023515132,0.6433333333333333,0.6186489834493424,15,0.09554140127388536,0.6122230834514097,20.114358048271324,10,0.03333333333333333,29,3.5281971578447404,0.5933333333333334,0.5836616926131462,2,0.012738853503184714,0.5769612288502034,3.7704121652310008,4.70158881026056,8.333333333333325,4.773995155108157,0.9521084128104363,3.7494803974501236,1.2028597266409369,3.3333333333333326,1.2478096949875228,0.2049450472781321,0.9979146793628048,0.25,well_estimated,13,1,8.650000000000002 +300,18,10.052717194907602,157,18,0.06,56,10.052717194907602,0.62,0.6064906025003165,8,0.050955414012738856,0.5996243739497001,10.267299620850181,18,0.06,94,21.713716897353738,0.64,0.6212887084257656,16,0.10191082802547771,0.6149706961979758,21.7953209400109,18,0.06,58,10.0149067065537,0.63,0.6109517274228642,7,0.044585987261146494,0.6038101540005615,10.234883399072377,1.4798105925449057,2.0000000000000018,1.5346322248275701,0.6176212485502449,0.8621893439946607,0.4461124922547688,1.0000000000000009,0.4185780050861343,0.1850537150267489,0.2610587772280199,0.5,well_estimated,13,1,8.650000000000002 +300,25,15.16938838446138,157,25,0.08333333333333333,75,15.16938838446138,0.6333333333333333,0.6192512113667619,12,0.07643312101910828,0.6113454618566401,15.452943472757543,25,0.08333333333333333,91,20.259652021398825,0.6433333333333333,0.6229402177922148,15,0.09554140127388536,0.6158190065618648,20.422675487278134,25,0.08333333333333333,76,15.146669809303267,0.6333333333333333,0.620010378576921,12,0.07643312101910828,0.6116252882727868,15.523474766443368,0.368900642545289,1.0000000000000009,0.44735447052247634,0.2894183358574401,0.07948230668784889,0.07591672101591174,0.0,0.027982641614676673,0.11944025802565317,-0.04352353700974143,0.75,well_estimated,13,1,8.650000000000002 +300,32,21.983088546325572,157,32,0.10666666666666667,95,21.983088546325572,0.6466666666666666,0.6233489539401126,17,0.10828025477707007,0.61555619736282,22.20361116703253,32,0.10666666666666667,95,21.983088546325572,0.6466666666666666,0.6233489539401126,17,0.10828025477707007,0.61555619736282,22.20361116703253,32,0.10666666666666667,95,21.983088546325572,0.6466666666666666,0.6233489539401126,17,0.10828025477707007,0.61555619736282,22.20361116703253,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,13,1,8.650000000000002 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5322387538716964,0,0.0,0.5292994214278517,0.0,0,0.0,89,20.61246437351543,0.6533333333333333,0.6159518806419061,12,0.07547169811320754,0.6098557876578016,20.466624571457775,0,0.0,0,0.0,0.53,0.5322387538716964,0,0.0,0.5292994214278517,0.0,8.37131267702097,12.333333333333329,8.055636622994989,1.235615258058722,7.135697418962248,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,13,2,8.650000000000002 +300,7,6.011816824035525,159,7,0.023333333333333334,35,6.011816824035525,0.6066666666666667,0.5794870678831968,2,0.012578616352201259,0.5742767308923274,6.086606319075253,7,0.023333333333333334,86,18.967195905061715,0.65,0.6206055744100206,11,0.06918238993710692,0.6136348673576444,18.902211386469496,7,0.023333333333333334,43,6.010652106875406,0.6033333333333334,0.5996239605476363,4,0.025157232704402517,0.5942158796505962,6.057777831687172,4.111850652682381,4.333333333333334,3.935813646531694,0.8144149930852983,3.2974356595970824,2.013689266443952,-0.33333333333332993,1.9939148758268743,0.4182619184138746,1.5954273480300776,0.25,well_estimated,13,2,8.650000000000002 +300,12,12.998999844484572,159,12,0.04,66,12.998999844484572,0.6366666666666667,0.6104482645707632,9,0.05660377358490566,0.6047808165520415,13.00027325063398,12,0.04,90,19.867392896817424,0.66,0.6228246603577567,11,0.06918238993710692,0.614976676566928,19.88130885395645,12,0.04,70,12.997641238290766,0.6333333333333333,0.6176730934311797,9,0.05660377358490566,0.6118500530885264,12.87437995501687,1.2376395786993566,2.3333333333333317,1.0195860014886482,0.5356815314441,0.7019580472552566,0.7224828860416532,-0.33333333333334103,0.7069236536484835,0.4445884321780091,0.27789445386364414,0.5,well_estimated,13,2,8.650000000000002 +300,19,18.45977240407924,159,19,0.06333333333333334,86,18.45977240407924,0.65,0.6230782139524216,12,0.07547169811320754,0.6172904754982248,18.387809315937723,19,0.06333333333333334,93,20.660290753610006,0.6566666666666666,0.6248688255686807,12,0.07547169811320754,0.6172109764960769,20.68889789151198,19,0.06333333333333334,87,18.42400009248907,0.6533333333333333,0.6241032430915129,11,0.06918238993710692,0.6173304063269429,18.358701479029758,0.17906116162591523,0.6666666666666599,-0.007949900214787586,0.2623082328081558,-0.08324707118224056,0.10250291390913047,0.33333333333332993,0.0039930828718115485,0.262736812360909,-0.16023389845177854,0.75,well_estimated,13,2,8.650000000000002 +300,25,21.900679779081287,159,25,0.08333333333333333,97,21.900679779081287,0.65,0.6255167583270475,15,0.09433962264150944,0.6187283613462137,21.87481422157585,25,0.08333333333333333,97,21.900679779081287,0.65,0.6255167583270475,15,0.09433962264150944,0.6187283613462137,21.87481422157585,25,0.08333333333333333,97,21.900679779081287,0.65,0.6255167583270475,15,0.09433962264150944,0.6187283613462137,21.87481422157585,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,13,2,8.650000000000002 +300,0,0.0,146,0,0.0,0,0.0,0.4866666666666667,0.5195954847533348,0,0.0,0.5133709336539704,0.0,0,0.0,90,21.12411338253335,0.5833333333333334,0.5949445756077846,17,0.11643835616438356,0.5878551715393591,20.793616442160065,0,0.0,0,0.0,0.4866666666666667,0.5195954847533348,0,0.0,0.5133709336539704,0.0,7.5349090854449745,9.666666666666668,7.4484237885388715,1.3198336700982196,6.215075415346755,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,13,3,8.650000000000002 +300,3,4.568372522438258,146,3,0.01,28,4.568372522438258,0.5166666666666667,0.5577904937356895,5,0.03424657534246575,0.552783283533898,4.402481437505558,3,0.01,89,20.678883323141946,0.5866666666666667,0.595748917120182,16,0.1095890410958904,0.587410581898204,20.552107965281472,3,0.01,32,4.522759781763432,0.53,0.5683311491525526,4,0.0273972602739726,0.5624297402254118,4.456208136267168,3.7958423384492512,6.999999999999995,3.4627298364306003,0.8966353013277306,2.8992070371215206,1.054065541686311,1.3333333333333308,0.9646456691513761,0.3449311818809098,0.7091343598054012,0.25,well_estimated,13,3,8.650000000000002 +300,2,11.806872392841592,146,2,0.006666666666666667,58,11.806872392841592,0.5566666666666666,0.5821714588256868,9,0.06164383561643835,0.5758414469326657,11.689638801764817,2,0.006666666666666667,90,21.075339653439798,0.5833333333333334,0.595501392220541,17,0.11643835616438356,0.5872381675166339,20.920869252225955,2,0.006666666666666667,62,11.758302341405184,0.57,0.5886798039984622,8,0.0547945205479452,0.5816634271255771,11.663869075439226,1.332993339485422,2.6666666666666727,1.1396720583968234,0.537634745883831,0.7953585936015911,0.6508345172775432,1.3333333333333308,0.5821980192911358,0.3271979447457313,0.3236365725318119,0.5,well_estimated,13,3,8.650000000000002 +300,9,16.82828582940785,146,9,0.03,78,16.82828582940785,0.5733333333333334,0.5945095643117948,15,0.10273972602739725,0.5867485108410839,16.765552073682773,9,0.03,90,21.167623454984355,0.5966666666666667,0.5965871856744455,16,0.1095890410958904,0.5877510143536737,21.069923349084963,9,0.03,79,16.803797257965087,0.59,0.5954776044798158,12,0.0821917808219178,0.5871096675279769,16.756007428523485,0.20776213626506612,2.3333333333333317,0.10025035125897919,0.35576255094542614,-0.14800041468036002,0.09680401680209894,1.6666666666666607,0.036115668689296054,0.16049703415889027,-0.06369301735679134,0.75,well_estimated,13,3,8.650000000000002 +300,15,22.155701489894984,146,15,0.05,93,22.155701489894984,0.6,0.5970240790759281,16,0.1095890410958904,0.5879366147563772,22.144211440129457,15,0.05,93,22.155701489894984,0.6,0.5970240790759281,16,0.1095890410958904,0.5879366147563772,22.144211440129457,15,0.05,93,22.155701489894984,0.6,0.5970240790759281,16,0.1095890410958904,0.5879366147563772,22.144211440129457,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,13,3,8.650000000000002 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.535427868449055,0,0.0,0.5385090572059967,0.0,0,0.0,87,19.2471807792975,0.6233333333333333,0.6190938098932257,24,0.14035087719298245,0.6264106656572005,18.745523144488047,0,0.0,0,0.0,0.57,0.535427868449055,0,0.0,0.5385090572059967,0.0,8.366594144417071,5.333333333333334,8.790160845120376,1.2905211218815265,7.076073022535545,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,14,0,7.650000000000001 +300,6,5.445872664659838,171,6,0.02,33,5.445872664659838,0.6233333333333333,0.5831936354668809,5,0.029239766081871343,0.5873432555251635,5.34109875239132,6,0.02,90,19.894252509358676,0.63,0.6232952908513532,24,0.14035087719298245,0.630503056317517,19.457468487120103,5,0.016666666666666666,39,5.439152121161962,0.64,0.5978489596814848,4,0.023391812865497075,0.6031109754116942,5.114143620144847,4.010165538447231,0.666666666666671,4.315980079235349,0.9180856361138124,3.0920799023334182,1.4655324214603915,1.6666666666666718,1.5767719886530696,0.36790890804674325,1.0976235134136483,0.25,well_estimated,14,0,7.650000000000001 +300,10,10.336195847313514,171,10,0.03333333333333333,57,10.336195847313514,0.6566666666666666,0.6097835536548962,9,0.05263157894736842,0.61527193447624,10.064340967968542,10,0.03333333333333333,91,20.22526856478068,0.6333333333333333,0.6246267756543301,23,0.13450292397660818,0.6319856469208931,19.81277982707847,9,0.03,59,10.334356388214895,0.6366666666666667,0.6145209466276143,13,0.07602339181286549,0.6194090764400897,10.102133195932304,1.4843221999433887,-2.3333333333333317,1.671371244465314,0.5553763201419228,0.9289458798014658,0.4737392972718024,-1.9999999999999907,0.4137141963849733,0.26868315914334623,0.2050561381284562,0.5,well_estimated,14,0,7.650000000000001 +300,15,17.35919297748659,171,15,0.05,83,17.35919297748659,0.6233333333333333,0.62370351430883,21,0.12280701754385964,0.6308705661576247,16.92389162440096,15,0.05,92,20.523943331585354,0.6333333333333333,0.6253634702645974,23,0.13450292397660818,0.6320043698711644,20.09004876010979,15,0.05,83,17.34885608632868,0.6266666666666667,0.6242628318904392,21,0.12280701754385964,0.6308412583318037,16.9485366754555,0.16599559557674004,1.0000000000000009,0.11338037135396606,0.11353722113624705,0.05245837444049299,0.055931758160920886,0.33333333333334103,-0.002930782582100111,0.08442642780134285,-0.028494669640421966,0.75,well_estimated,14,0,7.650000000000001 +300,17,20.0872118519441,171,17,0.056666666666666664,91,20.0872118519441,0.6266666666666667,0.6254172601429172,23,0.13450292397660818,0.6317654866610297,19.654662339248492,17,0.056666666666666664,91,20.0872118519441,0.6266666666666667,0.6254172601429172,23,0.13450292397660818,0.6317654866610297,19.654662339248492,17,0.056666666666666664,91,20.0872118519441,0.6266666666666667,0.6254172601429172,23,0.13450292397660818,0.6317654866610297,19.654662339248492,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,14,0,7.650000000000001 +300,0,0.0,176,0,0.0,0,0.0,0.5866666666666667,0.546190525166178,0,0.0,0.5496524711761442,0.0,0,0.0,82,19.679636399304037,0.6666666666666666,0.618881560047915,19,0.10795454545454546,0.6267682094615491,19.188612530202107,0,0.0,0,0.0,0.5866666666666667,0.546190525166178,0,0.0,0.5496524711761442,0.0,7.269103488173689,7.9999999999999964,7.711573828540486,1.3725148648829506,5.8965886232907385,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,14,1,7.650000000000001 +300,11,3.759136780152601,176,11,0.03666666666666667,24,3.759136780152601,0.6366666666666667,0.5807790177494261,2,0.011363636363636364,0.5857692596136074,3.61693168911006,11,0.03666666666666667,81,18.91137263875754,0.6666666666666666,0.622755081045916,19,0.10795454545454546,0.6324364739533374,18.22480067741292,8,0.02666666666666667,27,3.7349554832631107,0.6366666666666667,0.5906371584658124,4,0.022727272727272728,0.5949570281060645,3.6973097333166574,4.197606329648995,2.9999999999999916,4.666721433972998,1.1500538662912623,3.047552463357732,0.9858140716386354,0.0,0.9187768492457171,0.20774693691190307,0.7780671347267324,0.25,well_estimated,14,1,7.650000000000001 +300,10,9.721857321783526,176,10,0.03333333333333333,52,9.721857321783526,0.66,0.6114809711780634,10,0.056818181818181816,0.6167446937658211,9.588811375460445,10,0.03333333333333333,80,18.532662226319438,0.6633333333333333,0.6226125238423206,19,0.10795454545454546,0.6323569487537195,17.838097871220683,10,0.03333333333333333,54,9.699393148955712,0.6633333333333333,0.614967011083449,9,0.05113636363636364,0.621422674675278,9.418805793748282,1.1131552664257138,0.33333333333332993,1.5612254987898422,0.660829796629596,0.4523254697961179,0.34860399053855406,0.33333333333332993,0.46779809094569247,0.22904079193786794,0.11956319860068612,0.5,well_estimated,14,1,7.650000000000001 +300,16,15.079815969313938,176,16,0.05333333333333334,71,15.079815969313938,0.6666666666666666,0.6214013633256121,15,0.08522727272727272,0.6284376778269359,14.769680647697802,16,0.05333333333333334,82,19.174604945397952,0.67,0.6232391425858664,20,0.11363636363636363,0.6319002935817982,18.621919288291625,16,0.05333333333333334,71,15.032993218191738,0.67,0.6220292968204821,15,0.08522727272727272,0.6299941471776965,14.57222426562364,0.1837779260254302,0.33333333333334103,0.3462615754862286,0.2866022762935332,-0.10282435026810299,0.06279334948700033,0.33333333333334103,0.1556469350760592,0.168605706245361,-0.10581235675836068,0.75,well_estimated,14,1,7.650000000000001 +300,18,19.046913671766106,176,18,0.06,82,19.046913671766106,0.6633333333333333,0.6233158613552522,21,0.11931818181818182,0.6316714328535005,18.549403310592556,18,0.06,82,19.046913671766106,0.6633333333333333,0.6233158613552522,21,0.11931818181818182,0.6316714328535005,18.549403310592556,18,0.06,82,19.046913671766106,0.6633333333333333,0.6233158613552522,21,0.11931818181818182,0.6316714328535005,18.549403310592556,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,14,1,7.650000000000001 +300,0,0.0,169,0,0.0,0,0.0,0.5633333333333334,0.5012975061786356,0,0.0,0.5023506016757678,0.0,0,0.0,99,22.80902805743795,0.6533333333333333,0.5840238532697914,25,0.14792899408284024,0.5918489399630474,22.14735779935309,0,0.0,0,0.0,0.5633333333333334,0.5012975061786356,0,0.0,0.5023506016757678,0.0,8.27263470911559,8.999999999999996,8.94983382872796,1.7103464808038968,6.562288228311693,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,14,2,7.650000000000001 +300,5,5.278141258459545,169,5,0.016666666666666666,31,5.278141258459545,0.5833333333333334,0.539825964042102,9,0.05325443786982249,0.5407717974748212,5.315010612690047,5,0.016666666666666666,99,22.784952081510134,0.6566666666666666,0.5870295912060196,25,0.14792899408284024,0.594009447567893,22.176397147448483,5,0.016666666666666666,36,5.22589576026532,0.6233333333333333,0.5575534460078218,6,0.03550295857988166,0.5605186856624083,5.021549448825499,4.720362716391757,7.333333333333325,5.32376500930718,1.4446810558895806,3.2756816605021766,1.7727481965719716,3.9999999999999925,1.9746888187587075,0.4970901503228858,1.2756580462490859,0.25,well_estimated,14,2,7.650000000000001 +300,16,12.801200760227074,169,16,0.05333333333333334,65,12.801200760227074,0.62,0.5749849236445607,18,0.10650887573964497,0.5794549280355011,12.451268966925715,16,0.05333333333333334,102,23.40637546706312,0.6533333333333333,0.5921075673116224,26,0.15384615384615385,0.6001633678540059,22.680177912978387,14,0.04666666666666667,68,12.775943107876211,0.64,0.5826865024368838,16,0.09467455621301775,0.5872143455524415,12.363276949670281,1.7122643667061732,3.3333333333333326,2.0708439818504787,0.854736100667609,0.8575282660385642,0.7701578792323138,2.0000000000000018,0.7759417516940315,0.6030965419110379,0.16706133732127593,0.5,well_estimated,14,2,7.650000000000001 +300,22,20.82611358985764,169,22,0.07333333333333333,94,20.82611358985764,0.65,0.5923640398826372,24,0.14201183431952663,0.5999559036923957,20.11585288736758,22,0.07333333333333333,104,23.99409582877134,0.6533333333333333,0.5933526661713937,26,0.15384615384615385,0.6018010648690061,23.248549463169972,22,0.07333333333333333,94,20.691547752111553,0.6466666666666666,0.5927815183033864,25,0.14792899408284024,0.5996800983893388,20.036760171295715,0.09886262887565112,0.33333333333332993,0.1845161176610377,0.1734723259297036,-0.07460969705405249,0.04174784207492399,-0.33333333333334103,-0.027580530305693074,0.18588772777678042,-0.14413988570185643,0.75,well_estimated,14,2,7.650000000000001 +300,30,23.959656156339182,169,30,0.1,104,23.959656156339182,0.6466666666666666,0.5937763377345973,26,0.15384615384615385,0.6017221219849436,23.2536579889475,30,0.1,104,23.959656156339182,0.6466666666666666,0.5937763377345973,26,0.15384615384615385,0.6017221219849436,23.2536579889475,30,0.1,104,23.959656156339182,0.6466666666666666,0.5937763377345973,26,0.15384615384615385,0.6017221219849436,23.2536579889475,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,14,2,7.650000000000001 +300,0,0.0,167,0,0.0,0,0.0,0.5566666666666666,0.5505016209153509,0,0.0,0.5539247270116815,0.0,0,0.0,68,16.77816828988353,0.59,0.6044299203039261,17,0.10179640718562874,0.6113664523955068,16.328577080782118,0,0.0,0,0.0,0.5566666666666666,0.5505016209153509,0,0.0,0.5539247270116815,0.0,5.392829938857513,3.3333333333333326,5.74417253838253,1.2982245293254258,4.094605409532088,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,14,3,7.650000000000001 +300,6,4.35382724013541,167,6,0.02,22,4.35382724013541,0.57,0.5726752008987568,6,0.03592814371257485,0.5778669794205744,4.173728842340641,6,0.02,67,15.95913462803697,0.5866666666666667,0.6078872732024737,18,0.10778443113772455,0.6155126583007087,15.325816127046862,6,0.02,29,4.336470563813554,0.59,0.5910200333364973,6,0.03592814371257485,0.5969224674575154,4.035681609763144,3.5212072303716924,1.6666666666666718,3.764567888013426,1.020703114863439,2.5005041155082535,1.8344832437740544,2.0000000000000018,1.9055488036941015,0.5335838564996718,1.3008993872743826,0.25,well_estimated,14,3,7.650000000000001 +300,13,10.28147687949538,167,13,0.043333333333333335,50,10.28147687949538,0.5866666666666667,0.60177211846341,13,0.07784431137724551,0.6076740212405374,9.945027614203417,13,0.043333333333333335,70,16.812622954812632,0.6066666666666667,0.6106607241164627,17,0.10179640718562874,0.6177635781928894,16.22140067382413,12,0.04,51,10.214888799830346,0.5933333333333334,0.606179398016921,12,0.0718562874251497,0.6134707753035106,9.574034720632762,0.8888605653052606,2.0000000000000018,1.008955695235203,0.4161001037713099,0.4727604615339507,0.44072795535109455,0.666666666666671,0.5796754062973197,0.3904852007485589,0.05024275460253563,0.5,well_estimated,14,3,7.650000000000001 +300,15,15.285554035092852,167,15,0.05,66,15.285554035092852,0.61,0.6103526240554189,15,0.08982035928143713,0.6167195310844973,14.805747592495296,15,0.05,72,17.426702781006497,0.6133333333333333,0.6112874026213952,17,0.10179640718562874,0.6184261998645981,16.84953976150536,15,0.05,66,15.271763366866741,0.61,0.610672085053558,15,0.08982035928143713,0.6175321824797987,14.746880983914819,0.09347785659763463,0.33333333333332993,0.17066687801008396,0.09716569429542118,-0.00368783769778655,0.0319460998139065,0.0,0.08126513953014003,0.0912652099491156,-0.0593191101352091,0.75,well_estimated,14,3,7.650000000000001 +300,26,21.243227815918225,167,26,0.08666666666666667,83,21.243227815918225,0.6233333333333333,0.6124605333899152,19,0.11377245508982035,0.6196300471523674,20.665475582412437,26,0.08666666666666667,83,21.243227815918225,0.6233333333333333,0.6124605333899152,19,0.11377245508982035,0.6196300471523674,20.665475582412437,26,0.08666666666666667,83,21.243227815918225,0.6233333333333333,0.6124605333899152,19,0.11377245508982035,0.6196300471523674,20.665475582412437,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,14,3,7.650000000000001 +300,0,0.0,166,0,0.0,0,0.0,0.5533333333333333,0.5305976076163474,0,0.0,0.5275496202419461,0.0,0,0.0,86,19.542457274068724,0.57,0.6088228913232193,29,0.1746987951807229,0.6085002720213495,19.159593451311476,0,0.0,0,0.0,0.5533333333333333,0.5305976076163474,0,0.0,0.5275496202419461,0.0,7.822528370687188,1.6666666666666607,8.095065177940342,1.2338536550437178,6.58867471564347,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,15,0,8.600000000000009 +300,10,4.22703275247019,166,10,0.03333333333333333,25,4.22703275247019,0.59,0.5643085197861125,3,0.018072289156626505,0.5608707876568106,4.284715332990247,10,0.03333333333333333,91,20.650334685206285,0.57,0.612538706378272,32,0.1927710843373494,0.6120605858476431,20.377311143187665,5,0.016666666666666666,29,4.209848669388946,0.6066666666666667,0.5772729310097887,3,0.018072289156626505,0.5748185409844825,4.181186298509044,4.82301865921595,-2.0000000000000018,5.118979819083247,1.0885814499458835,3.734437209270066,1.2964411223676198,1.6666666666666718,1.3947753327671841,0.3826567612504334,0.9137843611171863,0.25,well_estimated,15,0,8.600000000000009 +300,4,11.48432986920463,166,4,0.013333333333333334,59,11.48432986920463,0.5733333333333334,0.5990688990208881,19,0.1144578313253012,0.5971700245666173,11.335489985818773,4,0.013333333333333334,88,19.790854068285622,0.5666666666666667,0.6108218272016811,30,0.18072289156626506,0.6099433139618425,19.49291152900018,4,0.013333333333333334,62,11.480358713587721,0.5733333333333334,0.6036434588584907,20,0.12048192771084337,0.6018550732452344,11.41843842272183,1.1752928180792988,-0.666666666666671,1.2773289395225262,0.5087266705912155,0.6665661474880833,0.45745598376025765,0.0,0.46850486786170764,0.2672298645519934,0.19022611920826427,0.5,well_estimated,15,0,8.600000000000009 +300,10,15.867564701968275,166,10,0.03333333333333333,76,15.867564701968275,0.5833333333333334,0.6104671087845229,25,0.15060240963855423,0.6096137198105787,15.627028545829726,10,0.03333333333333333,91,20.650334685206285,0.57,0.612538706378272,32,0.1927710843373494,0.6120605858476431,20.377311143187665,10,0.03333333333333333,77,15.852349972269975,0.58,0.6107691724663937,25,0.15060240963855423,0.6098864263504107,15.601713631890789,0.2071597593749086,-1.333333333333342,0.24468660370644546,0.28785337286754,-0.08069361349263138,0.030206368187080113,-0.33333333333334103,0.027270653983202386,0.05221426893752902,-0.022007900750448908,0.75,well_estimated,15,0,8.600000000000009 +300,18,20.63065488972092,166,18,0.06,91,20.63065488972092,0.5833333333333334,0.6128390803327399,31,0.18674698795180722,0.6121153690116199,20.449380006924816,18,0.06,91,20.63065488972092,0.5833333333333334,0.6128390803327399,31,0.18674698795180722,0.6121153690116199,20.449380006924816,18,0.06,91,20.63065488972092,0.5833333333333334,0.6128390803327399,31,0.18674698795180722,0.6121153690116199,20.449380006924816,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,15,0,8.600000000000009 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5185325440482981,0,0.0,0.5157280969145817,0.0,0,0.0,83,19.264546016657288,0.59,0.5943740236767346,22,0.13836477987421383,0.594153031499622,18.87754229796348,0,0.0,0,0.0,0.53,0.5185325440482981,0,0.0,0.5157280969145817,0.0,7.584147962843657,5.999999999999995,7.84249345850403,1.2017911250859994,6.382356837757658,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,15,1,8.600000000000009 +300,3,4.2709058169183605,159,3,0.01,25,4.2709058169183605,0.5566666666666666,0.54996172721968,5,0.031446540880503145,0.5468787812661111,4.322322263154817,3,0.01,87,20.369521475318628,0.59,0.5959884466362104,23,0.14465408805031446,0.5948726065460012,20.06577525105124,3,0.01,32,4.244596512655773,0.59,0.5687317675439354,4,0.025157232704402517,0.5667210362242153,4.131566677574186,4.602671941653047,3.3333333333333326,4.799382527989005,1.0585915694238732,3.544080372229174,1.8770040324255444,3.3333333333333326,1.984225495810421,0.3358086904313822,1.5411953419941622,0.25,well_estimated,15,1,8.600000000000009 +300,12,10.83435697814126,159,12,0.04,56,10.83435697814126,0.5933333333333334,0.582072677322646,12,0.07547169811320754,0.580011020555628,10.648999369085573,12,0.04,95,22.865070844192772,0.6033333333333334,0.5993781567258459,24,0.1509433962264151,0.5984203448129244,22.565086408489723,11,0.03666666666666667,58,10.820112996892862,0.5866666666666667,0.5895233277210467,13,0.08176100628930817,0.5878735146882405,10.66701690208774,1.730547940319993,1.0000000000000009,1.8409324257296356,0.7859412897078424,0.9446066506121507,0.7450650398400649,-0.666666666666671,0.7862494132612419,0.30490435382602127,0.4401606860140436,0.5,well_estimated,15,1,8.600000000000009 +300,17,18.58336048798349,159,17,0.056666666666666664,83,18.58336048798349,0.5966666666666667,0.5977768188573708,20,0.12578616352201258,0.5973089625162121,18.278966089822603,17,0.056666666666666664,100,24.625056503283037,0.6,0.6004703784856489,26,0.16352201257861634,0.6002125758393458,24.288026810147514,17,0.056666666666666664,84,18.57546008049896,0.6066666666666667,0.5986852664475208,19,0.11949685534591195,0.5974460238251711,18.320364817937595,0.2693559628278108,0.33333333333332993,0.29036133231337136,0.33763906472730265,-0.06828310189949183,0.09084475901500744,1.0000000000000009,0.01370613089589634,0.20708467852280302,-0.11623991950779558,0.75,well_estimated,15,1,8.600000000000009 +300,24,25.246483256363206,159,24,0.08,102,25.246483256363206,0.5933333333333334,0.601223841410552,28,0.1761006289308176,0.600220340007905,25.00854412310585,24,0.08,102,25.246483256363206,0.5933333333333334,0.601223841410552,28,0.1761006289308176,0.600220340007905,25.00854412310585,24,0.08,102,25.246483256363206,0.5933333333333334,0.601223841410552,28,0.1761006289308176,0.600220340007905,25.00854412310585,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,15,1,8.600000000000009 +300,0,0.0,172,0,0.0,0,0.0,0.5733333333333334,0.5352030088781334,0,0.0,0.5311041084682057,0.0,0,0.0,73,15.896757719636742,0.64,0.6018941521802531,15,0.0872093023255814,0.5990705108534898,15.64847390059181,0,0.0,0,0.0,0.5733333333333334,0.5352030088781334,0,0.0,0.5311041084682057,0.0,6.669114330211967,6.666666666666665,6.7966402385284175,1.0153942671675953,5.653720063044371,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,15,2,8.600000000000009 +300,6,4.714466169875466,172,6,0.02,28,4.714466169875466,0.6233333333333333,0.5732433794040602,3,0.01744186046511628,0.5701996673724833,4.627336350241478,6,0.02,76,16.6053316327986,0.6466666666666666,0.6059229791210552,16,0.09302325581395349,0.6032300262856587,16.359585017537125,6,0.02,34,4.7131906390682685,0.6466666666666666,0.5860215943515729,2,0.011627906976744186,0.583002575508509,4.5865499095440665,3.2679599716994967,2.3333333333333317,3.3030358913175406,0.7437146364968028,2.5242453352026937,1.2778214947512634,2.3333333333333317,1.2802908136025692,0.3066316384715964,0.971189856279667,0.25,well_estimated,15,2,8.600000000000009 +300,12,9.773154653792938,172,12,0.04,53,9.773154653792938,0.6466666666666666,0.5976194325281231,8,0.046511627906976744,0.5931667212808485,9.729989539319194,12,0.04,75,16.061157449082625,0.6533333333333333,0.6081970142213482,14,0.08139534883720931,0.6061993421182948,15.72763547920029,12,0.04,55,9.772505840260177,0.66,0.6021105281453479,6,0.03488372093023256,0.5981164840017945,9.64646302856094,1.057758169322509,0.666666666666671,1.3032620837446385,0.4855207115938401,0.5722374577286691,0.44910956172248273,1.333333333333342,0.49497627209460493,0.25303894952664013,0.1960706121958426,0.5,well_estimated,15,2,8.600000000000009 +300,18,14.47528561314483,172,18,0.06,70,14.47528561314483,0.6566666666666666,0.607870643566853,12,0.06976744186046512,0.6058949262176001,14.145914329814515,18,0.06,79,17.266443089909192,0.6566666666666666,0.6099693513677956,15,0.0872093023255814,0.6080908630406172,16.91348811406475,18,0.06,71,14.421448062184426,0.65,0.6086024837411761,13,0.0755813953488372,0.606445529066172,14.1371559220529,0.20987078009425675,0.0,0.21959368230171084,0.18964455823959253,0.020226221854664217,0.07318401743230396,-0.6666666666666599,0.05506028485718906,0.10592007263334631,-0.03273605520104235,0.75,well_estimated,15,2,8.600000000000009 +300,26,18.719505124965043,172,26,0.08666666666666667,83,18.719505124965043,0.6633333333333333,0.6108099397244431,16,0.09302325581395349,0.608822830747166,18.410354008727385,26,0.08666666666666667,83,18.719505124965043,0.6633333333333333,0.6108099397244431,16,0.09302325581395349,0.608822830747166,18.410354008727385,26,0.08666666666666667,83,18.719505124965043,0.6633333333333333,0.6108099397244431,16,0.09302325581395349,0.608822830747166,18.410354008727385,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,15,2,8.600000000000009 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5550875488138777,0,0.0,0.5487184518142865,0.0,0,0.0,75,17.519883478989758,0.6033333333333334,0.626209916395078,21,0.13125,0.6212066643266716,17.239465721235916,0,0.0,0,0.0,0.5333333333333333,0.5550875488138777,0,0.0,0.5487184518142865,0.0,7.112236758120027,7.000000000000006,7.248821251238513,1.4061268053190474,5.70610995280098,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,15,3,8.600000000000009 +300,5,3.750941728553275,160,5,0.016666666666666666,23,3.750941728553275,0.5833333333333334,0.5894607900228572,3,0.01875,0.5834373558476634,3.6914677817958896,5,0.016666666666666666,79,18.38496138112828,0.6166666666666667,0.6295392757079562,20,0.125,0.6237601504859488,18.070754569205096,5,0.016666666666666666,27,3.748869014224472,0.5833333333333334,0.599805179917274,5,0.03125,0.5938928835470608,3.7013284727703533,4.007848568509898,3.3333333333333326,4.032279463828536,1.2306726664121057,2.777175902097792,1.0344389894416772,0.0,1.0455527699397393,0.283602248364895,0.7508367410767822,0.25,well_estimated,15,3,8.600000000000009 +300,11,7.570436893661341,160,11,0.03666666666666667,43,7.570436893661341,0.6033333333333334,0.613743352231904,9,0.05625,0.6093333436492242,7.2881339103502105,11,0.03666666666666667,81,18.62401137588638,0.63,0.6321399006685862,19,0.11875,0.6264405289137407,18.288851510668866,11,0.03666666666666667,45,7.5316195177286165,0.6033333333333334,0.619283365596127,9,0.05625,0.6140583209832319,7.261800940051526,1.8396548436682147,2.6666666666666616,1.710718526451649,0.7361660088722488,1.103488834795966,0.554001336422294,0.0,0.4724977334007674,0.39252291317903554,0.16147842324325845,0.5,well_estimated,15,3,8.600000000000009 +300,18,14.169602069971981,160,18,0.06,68,14.169602069971981,0.64,0.6307553869501856,13,0.08125,0.6260120254848128,13.798773239912412,17,0.056666666666666664,80,18.209677333736803,0.6333333333333333,0.6330782676830845,19,0.11875,0.6269737922257957,18.05681290294895,17,0.056666666666666664,69,14.16550072736406,0.6333333333333333,0.6312643508951675,14,0.0875,0.6262629241375157,13.825516122282743,0.232288073289888,-0.666666666666671,0.09617667409829167,0.21851830361056698,0.013769769679321003,0.050896394498189945,-0.666666666666671,0.025089865270289113,0.08811017856288515,-0.03721378406469521,0.75,well_estimated,15,3,8.600000000000009 +300,17,18.209677333736803,160,17,0.056666666666666664,80,18.209677333736803,0.6333333333333333,0.6330782676830845,19,0.11875,0.6269737922257957,18.05681290294895,17,0.056666666666666664,80,18.209677333736803,0.6333333333333333,0.6330782676830845,19,0.11875,0.6269737922257957,18.05681290294895,17,0.056666666666666664,80,18.209677333736803,0.6333333333333333,0.6330782676830845,19,0.11875,0.6269737922257957,18.05681290294895,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,15,3,8.600000000000009 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5218875053580259,0,0.0,0.5266250596483436,0.0,0,0.0,83,19.75081425100913,0.6366666666666667,0.5954970936773871,15,0.09146341463414634,0.5981431083144223,20.061229555414712,0,0.0,0,0.0,0.5466666666666666,0.5218875053580259,0,0.0,0.5266250596483436,0.0,7.360958831936126,9.000000000000007,7.151804866607869,1.082791006583772,6.278167825352354,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,16,0,7.800000000000007 +300,8,4.277890157195961,164,8,0.02666666666666667,29,4.277890157195961,0.5766666666666667,0.5679529599599465,7,0.042682926829268296,0.5716684844527776,4.271406158273195,8,0.02666666666666667,84,19.334578104883384,0.6166666666666667,0.6012012902604557,18,0.10975609756097561,0.6026705001346742,19.764164397998275,8,0.02666666666666667,35,4.265521889461077,0.6066666666666667,0.5809669908209236,3,0.018292682926829267,0.5847570527808224,4.245368066106954,3.324833030050911,4.0000000000000036,3.1002015681896533,0.8696829246316188,2.455150105419292,1.3014030860977077,3.0000000000000027,1.3088568328044725,0.26895955087888423,1.0324435352188235,0.25,well_estimated,16,0,7.800000000000007 +300,19,8.109461789718727,164,19,0.06333333333333334,51,8.109461789718727,0.6033333333333334,0.5933511411659922,9,0.054878048780487805,0.5964216411167865,8.10659718927729,19,0.06333333333333334,83,18.334606406610845,0.6233333333333333,0.6065604004368034,17,0.10365853658536585,0.6069566160268078,18.884014129106916,19,0.06333333333333334,53,8.098676276868163,0.62,0.5984393166726095,7,0.042682926829268296,0.6010904698362306,8.230671850559704,1.320925927081118,1.9999999999999907,1.053497491002131,0.5477631473109769,0.7731627797701411,0.5088175506617332,1.6666666666666607,0.46688287194440736,0.1507925960775243,0.3580249545842089,0.5,well_estimated,16,0,7.800000000000007 +300,30,13.801537985315601,164,30,0.1,72,13.801537985315601,0.6133333333333333,0.6070487547451131,15,0.09146341463414634,0.6082097956331022,14.1351700399521,30,0.1,85,18.320791740666074,0.6266666666666667,0.610018962571138,17,0.10365853658536585,0.6097087045900444,18.978437050362967,30,0.1,72,13.756400270095426,0.6266666666666667,0.6082309518115234,13,0.07926829268292683,0.6090914175805783,14.165651046961631,0.2970207826024862,1.333333333333342,0.14989089569422687,0.25058583054851863,0.04643495205396758,0.11821970664103176,1.333333333333342,0.08816219474760967,0.0864106822198554,0.03180902442117636,0.75,well_estimated,16,0,7.800000000000007 +300,39,20.79701324353528,164,39,0.13,92,20.79701324353528,0.6366666666666667,0.6112047248876251,19,0.11585365853658537,0.6107619058408831,21.533984375490125,39,0.13,92,20.79701324353528,0.6366666666666667,0.6112047248876251,19,0.11585365853658537,0.6107619058408831,21.533984375490125,39,0.13,92,20.79701324353528,0.6366666666666667,0.6112047248876251,19,0.11585365853658537,0.6107619058408831,21.533984375490125,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,16,0,7.800000000000007 +300,0,0.0,179,0,0.0,0,0.0,0.5966666666666667,0.5544671646135789,0,0.0,0.560811766783881,0.0,0,0.0,74,17.448993293735985,0.6133333333333333,0.6222919440694232,26,0.1452513966480447,0.6266257270295353,17.730039166322264,0,0.0,0,0.0,0.5966666666666667,0.5544671646135789,0,0.0,0.560811766783881,0.0,6.78247794558443,1.6666666666666607,6.581396024565434,0.9825178040472674,5.799960141537163,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,16,1,7.800000000000007 +300,5,3.9969120591697265,179,5,0.016666666666666666,24,3.9969120591697265,0.6133333333333333,0.5866006982509889,7,0.03910614525139665,0.5925015328785508,4.095659799255594,5,0.016666666666666666,76,17.85599204430314,0.6066666666666667,0.6237960948578722,28,0.1564245810055866,0.6274058746697997,18.250283173164988,5,0.016666666666666666,28,3.988385188904062,0.63,0.5980474805553049,6,0.0335195530726257,0.604755445071155,3.9663608641619597,3.7195396606883313,-0.6666666666666599,3.4904341791248905,0.7307084487311173,2.988831211957214,1.144678230431595,1.6666666666666718,1.2253912192604188,0.25846068460016,0.886217545831435,0.25,well_estimated,16,1,7.800000000000007 +300,4,10.578906429164734,179,4,0.013333333333333334,52,10.578906429164734,0.62,0.6128965662917161,17,0.09497206703910614,0.6184824428812696,10.698269267611852,4,0.013333333333333334,75,17.503021139805163,0.61,0.6236122715077026,27,0.15083798882681565,0.6271458914252672,17.91516047904302,4,0.013333333333333334,54,10.57665930438976,0.62,0.6177861838382087,18,0.1005586592178771,0.6232607650204572,10.751994093812337,1.0715705215986526,-1.0000000000000009,0.8663448543997587,0.41732172546380614,0.6542487961348464,0.48896175464926417,0.0,0.47783221391876074,0.3053299359471399,0.18363181870212425,0.5,well_estimated,16,1,7.800000000000007 +300,8,14.736703089825477,179,8,0.02666666666666667,67,14.736703089825477,0.6133333333333333,0.6222048131659398,24,0.1340782122905028,0.6263192984356388,15.095453612883697,8,0.02666666666666667,79,18.99180672868728,0.6,0.6239372220584671,30,0.16759776536312848,0.6267312060624374,19.51115804987727,8,0.02666666666666667,67,14.664108293090829,0.6233333333333333,0.6226234401422461,23,0.12849162011173185,0.6273825056504517,14.928737076700589,0.17324088925273484,-1.3333333333333308,0.041190762679854664,0.19014077362214357,-0.01689988436940873,0.04186269763063466,1.0000000000000009,0.10632072148129001,0.14522539485829583,-0.10336269722766117,0.75,well_estimated,16,1,7.800000000000007 +300,8,18.99180672868728,179,8,0.02666666666666667,79,18.99180672868728,0.6,0.6239372220584671,30,0.16759776536312848,0.6267312060624374,19.51115804987727,8,0.02666666666666667,79,18.99180672868728,0.6,0.6239372220584671,30,0.16759776536312848,0.6267312060624374,19.51115804987727,8,0.02666666666666667,79,18.99180672868728,0.6,0.6239372220584671,30,0.16759776536312848,0.6267312060624374,19.51115804987727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,16,1,7.800000000000007 +300,0,0.0,149,0,0.0,0,0.0,0.49666666666666665,0.5114249513975564,0,0.0,0.517010773754663,0.0,0,0.0,90,19.65948100289223,0.6066666666666667,0.5929879291304385,19,0.12751677852348994,0.5984872265024207,19.93876677407306,0,0.0,0,0.0,0.49666666666666665,0.5114249513975564,0,0.0,0.517010773754663,0.0,8.156297773288212,11.000000000000004,8.147645274775773,1.3224017042843395,6.833896069003873,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,16,2,7.800000000000007 +300,10,4.256424898993336,149,10,0.03333333333333333,29,4.256424898993336,0.54,0.5516649637141355,5,0.03355704697986577,0.5578166774409258,4.285036165380646,10,0.03333333333333333,90,19.240523241231582,0.6166666666666667,0.59846755183977,17,0.11409395973154363,0.6030052140418858,19.582365158405047,9,0.03,35,4.245387455999212,0.5566666666666666,0.567276092809806,4,0.026845637583892617,0.5718853841679481,4.397056723962152,4.680258812563443,7.666666666666666,4.518853660096001,0.9631262652240106,3.717132547339432,1.5611129095670417,1.6666666666666607,1.4068706727022318,0.37346577719148044,1.1876471323755613,0.25,well_estimated,16,2,7.800000000000007 +300,13,10.88182526368673,149,13,0.043333333333333335,61,10.88182526368673,0.5733333333333334,0.5855810664369062,12,0.08053691275167785,0.5911077376731666,10.95810940794492,13,0.043333333333333335,89,18.660032197503856,0.6133333333333333,0.5990634778815251,17,0.11409395973154363,0.6029478040505342,19.10185598143717,12,0.04,63,10.876927427000705,0.5833333333333334,0.591210188505176,12,0.08053691275167785,0.5952895828371193,11.177484542416053,1.3482411444618925,3.9999999999999925,1.1840066377367564,0.5340670627243104,0.8141740817375821,0.5629122068269821,1.0000000000000009,0.4181845163952702,0.3571563783516658,0.20575582847531626,0.5,well_estimated,16,2,7.800000000000007 +300,17,15.638643241803672,149,17,0.056666666666666664,79,15.638643241803672,0.5933333333333334,0.5974083687329766,16,0.10738255033557047,0.6014715151244011,15.947187583550148,17,0.056666666666666664,92,19.656768610946806,0.6166666666666667,0.5995383714574531,18,0.12080536912751678,0.6036051365578898,20.04724708078324,17,0.056666666666666664,80,15.633677868652661,0.6033333333333334,0.5981875648285608,15,0.10067114093959731,0.6021159715989004,16.03101562696266,0.21300027244764985,2.3333333333333317,0.21336214334887194,0.20781309921640498,0.005187173231244874,0.07791960955841892,1.0000000000000009,0.06444564744992887,0.09961828404939096,-0.021698674490972042,0.75,well_estimated,16,2,7.800000000000007 +300,21,19.663330625075794,149,21,0.07,92,19.663330625075794,0.61,0.5996300848592402,18,0.12080536912751678,0.6033095353168122,20.033801888058985,21,0.07,92,19.663330625075794,0.61,0.5996300848592402,18,0.12080536912751678,0.6033095353168122,20.033801888058985,21,0.07,92,19.663330625075794,0.61,0.5996300848592402,18,0.12080536912751678,0.6033095353168122,20.033801888058985,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,16,2,7.800000000000007 +300,0,0.0,147,0,0.0,0,0.0,0.49,0.5164276924983351,0,0.0,0.5239388137994248,0.0,0,0.0,100,23.923633108486403,0.62,0.6009073360943185,22,0.14965986394557823,0.6042108400444666,24.660154495407433,0,0.0,0,0.0,0.49,0.5164276924983351,0,0.0,0.5239388137994248,0.0,8.447964359598338,13.0,8.02720262450418,1.6409686691879768,6.806995690410361,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,16,3,7.800000000000007 +300,4,4.2968723613362965,147,4,0.013333333333333334,29,4.2968723613362965,0.5333333333333333,0.5560547771547885,6,0.04081632653061224,0.5626581795224377,4.537628949180365,4,0.013333333333333334,95,21.837699593911317,0.6033333333333334,0.6037530759147659,23,0.1564625850340136,0.6068357590063678,22.595794571809776,4,0.013333333333333334,34,4.291573082629518,0.5333333333333333,0.5689176010371362,7,0.047619047619047616,0.5750613072536174,4.675946898506571,4.769829875997744,7.000000000000006,4.4177579483930085,1.1472687805663546,3.6225610954313896,1.2862823882347718,0.0,1.2403127731179686,0.3272625068924316,0.9590198813423403,0.25,well_estimated,16,3,7.800000000000007 +300,11,11.148472408198048,147,11,0.03666666666666667,60,11.148472408198048,0.5666666666666667,0.5875222904326156,14,0.09523809523809523,0.5911832032581669,11.915928269278346,11,0.03666666666666667,98,22.360863880581082,0.6066666666666667,0.6063901240045256,23,0.1564625850340136,0.6093274284178247,23.128985893391032,11,0.03666666666666667,63,11.097021794588992,0.5766666666666667,0.5960195826726402,13,0.08843537414965986,0.5995410599772127,11.878455741847441,1.886783357191002,4.0000000000000036,1.8144225159657856,0.73855191236019,1.148231444830812,0.8497292240024601,1.0000000000000009,0.8357856719045875,0.41945228942581336,0.43027693457664673,0.5,well_estimated,16,3,7.800000000000007 +300,17,18.202742490743105,147,17,0.056666666666666664,86,18.202742490743105,0.5933333333333334,0.6049159453794943,20,0.1360544217687075,0.607205732165619,19.113374789301968,17,0.056666666666666664,100,22.819626825098236,0.6033333333333334,0.6075699015534728,23,0.1564625850340136,0.609858235672942,23.731315318465064,17,0.056666666666666664,86,18.184098454622884,0.6,0.6057497766950469,19,0.1292517006802721,0.6076999878609516,19.163564549827395,0.26539561739784556,1.0000000000000009,0.2652503507322934,0.28313052093362057,-0.017734903535775004,0.08338313155525912,0.6666666666666599,0.04942556953325683,0.13475178620689235,-0.05136865465163323,0.75,well_estimated,16,3,7.800000000000007 +300,22,22.80363327714908,147,22,0.07333333333333333,100,22.80363327714908,0.6,0.6077813687856818,23,0.1564625850340136,0.6097927757158521,23.807956232955643,22,0.07333333333333333,100,22.80363327714908,0.6,0.6077813687856818,23,0.1564625850340136,0.6097927757158521,23.807956232955643,22,0.07333333333333333,100,22.80363327714908,0.6,0.6077813687856818,23,0.1564625850340136,0.6097927757158521,23.807956232955643,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,16,3,7.800000000000007 +300,0,0.0,170,0,0.0,0,0.0,0.5666666666666667,0.537324608425456,0,0.0,0.5349453549967277,0.0,0,0.0,80,18.687244542840293,0.6033333333333334,0.6013654022789777,23,0.13529411764705881,0.5970565707337018,18.60476044361596,0,0.0,0,0.0,0.5666666666666667,0.537324608425456,0,0.0,0.5349453549967277,0.0,6.404079385352168,3.6666666666666736,6.211121573697409,1.1643699333086166,5.239709452043551,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,17,0,6.900000000000006 +300,5,4.1528281462032774,170,5,0.016666666666666666,28,4.1528281462032774,0.6133333333333333,0.5753709986278909,3,0.01764705882352941,0.5722729818355022,4.1549557977515725,5,0.016666666666666666,79,18.360414480695464,0.6133333333333333,0.6054325555441897,22,0.12941176470588237,0.6017829298521933,18.200870553382305,5,0.016666666666666666,32,4.142203826103193,0.62,0.5835380335640217,3,0.01764705882352941,0.5807312967759227,4.104192300665581,3.006155691629886,0.0,2.9509948016691046,0.8389937146036563,2.16716197702623,0.8167034936130801,0.666666666666671,0.8458314940420486,0.2820049413383084,0.5346985522747718,0.25,well_estimated,17,0,6.900000000000006 +300,13,9.851281954550084,170,13,0.043333333333333335,52,9.851281954550084,0.6333333333333333,0.5981298833623893,10,0.058823529411764705,0.594772422698227,9.79424557454694,13,0.043333333333333335,83,19.520058613615802,0.6266666666666667,0.6088539858823657,22,0.12941176470588237,0.604335431779589,19.49321619043436,13,0.043333333333333335,55,9.825413014315078,0.62,0.6017570044009596,11,0.06470588235294118,0.5979102914512404,9.844449014241764,1.0724102519976464,-0.6666666666666599,0.9563009081361984,0.5711574414236805,0.5012528105739659,0.36271210385703245,-1.3333333333333308,0.3137868753013362,0.22243949135071192,0.14027261250632053,0.5,well_estimated,17,0,6.900000000000006 +300,21,15.192917915172185,170,21,0.07,70,15.192917915172185,0.62,0.6069970561316186,17,0.1,0.603829855002507,15.038690168591577,21,0.07,86,20.74727417234366,0.6233333333333333,0.6102468880308897,24,0.1411764705882353,0.6054500551072208,20.773578682310514,21,0.07,72,15.162972647716389,0.6266666666666667,0.6086604071420457,17,0.1,0.6047617844015052,15.153763052741073,0.3249831899271083,0.33333333333332993,0.16202001047138648,0.33806372952688807,-0.013080539599779784,0.16633510104271387,0.666666666666671,0.09319293989982214,0.25007680909549057,-0.0837417080527767,0.75,well_estimated,17,0,6.900000000000006 +300,26,21.745574507547776,170,26,0.08666666666666667,89,21.745574507547776,0.6133333333333333,0.6104493206894757,26,0.15294117647058825,0.6054429203013936,21.784132516453898,26,0.08666666666666667,89,21.745574507547776,0.6133333333333333,0.6104493206894757,26,0.15294117647058825,0.6054429203013936,21.784132516453898,26,0.08666666666666667,89,21.745574507547776,0.6133333333333333,0.6104493206894757,26,0.15294117647058825,0.6054429203013936,21.784132516453898,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,17,0,6.900000000000006 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5289730391162958,0,0.0,0.5274032150299734,0.0,0,0.0,89,20.02144009133207,0.6166666666666667,0.6237073503492132,16,0.1038961038961039,0.6176507174180272,20.192853736558455,0,0.0,0,0.0,0.5133333333333333,0.5289730391162958,0,0.0,0.5274032150299734,0.0,9.473431123291743,10.33333333333334,9.024750238805378,1.455297869534764,8.018133253756979,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,17,1,6.900000000000006 +300,7,4.823354297335772,154,7,0.023333333333333334,32,4.823354297335772,0.5533333333333333,0.5753231876880867,4,0.025974025974025976,0.5710975586815815,5.038492119890811,7,0.023333333333333334,93,21.281056023780494,0.6133333333333333,0.6274762439854442,18,0.11688311688311688,0.6215127045586858,21.491206118742006,7,0.023333333333333334,37,4.815995702682402,0.5766666666666667,0.5927642439297551,4,0.025974025974025976,0.5873567955435874,5.075391773488575,5.215305629735756,5.999999999999995,5.041514587710427,1.038428953054662,4.176876676681093,1.7441056241668473,2.3333333333333317,1.6259236862005921,0.355984452520544,1.3881211716463033,0.25,well_estimated,17,1,6.900000000000006 +300,11,12.192740183469363,154,11,0.03666666666666667,64,12.192740183469363,0.5733333333333334,0.6123504026809905,14,0.09090909090909091,0.6078432969191326,12.272653824093533,11,0.03666666666666667,95,21.94099700042618,0.61,0.6283479988288024,19,0.12337662337662338,0.6220228680534615,22.19752143062509,11,0.03666666666666667,66,12.176690055138438,0.61,0.6190635274379934,10,0.06493506493506493,0.612918794940669,12.448661394035922,1.5997596147811932,3.6666666666666625,1.4179571134328883,0.669983406074817,0.9297762087063762,0.671312475700292,3.6666666666666625,0.5075498021536395,0.3890953989919293,0.28221707670836266,0.5,well_estimated,17,1,6.900000000000006 +300,12,17.65427763708908,154,12,0.04,83,17.65427763708908,0.6066666666666667,0.6260467496523471,16,0.1038961038961039,0.6196134520742089,17.945913100972817,12,0.04,96,22.29410005477675,0.6133333333333333,0.6285094300864927,19,0.12337662337662338,0.6223852448677305,22.52418470645211,12,0.04,83,17.614656422403883,0.6133333333333333,0.6268856786265531,15,0.09740259740259741,0.6197447010148323,17.98328833189089,0.24626804341456587,0.6666666666666599,0.2771792793521577,0.27224501009633656,-0.025976966681770686,0.08389289742060102,0.6666666666666599,0.01312489406233297,0.167668062602946,-0.08377516518234498,0.75,well_estimated,17,1,6.900000000000006 +300,23,24.773433171641003,154,23,0.07666666666666666,103,24.773433171641003,0.6066666666666667,0.6293892980528437,24,0.15584415584415584,0.6225594849833962,25.080167620534418,23,0.07666666666666666,103,24.773433171641003,0.6066666666666667,0.6293892980528437,24,0.15584415584415584,0.6225594849833962,25.080167620534418,23,0.07666666666666666,103,24.773433171641003,0.6066666666666667,0.6293892980528437,24,0.15584415584415584,0.6225594849833962,25.080167620534418,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,17,1,6.900000000000006 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5166734377593059,0,0.0,0.5146270784406475,0.0,0,0.0,90,19.86847880801187,0.6,0.6051033576049984,23,0.1393939393939394,0.597810521220441,20.158643599955035,0,0.0,0,0.0,0.55,0.5166734377593059,0,0.0,0.5146270784406475,0.0,8.84299198456926,4.999999999999993,8.31834427797935,1.5255927748797917,7.3173992096894676,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,17,2,6.900000000000006 +300,4,4.56336819749544,165,4,0.013333333333333334,31,4.56336819749544,0.6033333333333334,0.5663438737124055,3,0.01818181818181818,0.563548277680298,4.625959988505324,4,0.013333333333333334,89,19.48595092229283,0.5966666666666667,0.6082861221387419,24,0.14545454545454545,0.6012961931372205,19.828610662726135,4,0.013333333333333334,36,4.54945157248731,0.63,0.5817390815859496,2,0.012121212121212121,0.5776202813304657,4.742978254407482,4.194224842633643,-0.666666666666671,3.7747915456922465,1.0752343066371666,3.1189905359964767,1.5395207873544092,2.6666666666666616,1.4072003650167697,0.43620570325282176,1.1033150841015875,0.25,well_estimated,17,2,6.900000000000006 +300,10,10.258090078892826,165,10,0.03333333333333333,57,10.258090078892826,0.6266666666666667,0.5959148571574273,10,0.06060606060606061,0.5920761298926356,10.436514146863702,10,0.03333333333333333,96,21.77543493531634,0.61,0.6100478172853885,24,0.14545454545454545,0.6018888084843342,22.32553304564624,9,0.03,61,10.215429864345719,0.6266666666666667,0.6025660929070392,10,0.06060606060606061,0.5970236718627361,10.428979039589121,1.413296012796117,-1.6666666666666718,0.9812678591698654,0.804544356309732,0.608751656486385,0.6651235749611906,0.0,0.49475419701004997,0.4242043892939395,0.24091918566725107,0.5,well_estimated,17,2,6.900000000000006 +300,17,16.314569969377967,165,17,0.056666666666666664,79,16.314569969377967,0.6033333333333334,0.6084532090161809,20,0.12121212121212122,0.6010418271200736,16.748048164065704,17,0.056666666666666664,98,22.307796494936284,0.6166666666666667,0.6109683775987249,24,0.14545454545454545,0.6020001910477918,22.869704021638086,17,0.056666666666666664,80,16.18678485366391,0.6233333333333333,0.6092277023743299,17,0.10303030303030303,0.6022102378395429,16.535227722557515,0.25151685825439696,1.3333333333333308,0.09583639277181977,0.2758324585030035,-0.024315600248606517,0.07744933581489422,1.9999999999999907,0.11684107194692706,0.23216650998206623,-0.154717174167172,0.75,well_estimated,17,2,6.900000000000006 +300,18,21.96413430428087,165,18,0.06,97,21.96413430428087,0.62,0.6110099220707709,23,0.1393939393939394,0.6023085762108183,22.487373035158814,18,0.06,97,21.96413430428087,0.62,0.6110099220707709,23,0.1393939393939394,0.6023085762108183,22.487373035158814,18,0.06,97,21.96413430428087,0.62,0.6110099220707709,23,0.1393939393939394,0.6023085762108183,22.487373035158814,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,17,2,6.900000000000006 +300,0,0.0,137,0,0.0,0,0.0,0.45666666666666667,0.49045339416050654,0,0.0,0.48884326617888396,0.0,0,0.0,102,22.794126427012873,0.5533333333333333,0.5861620874350111,22,0.16058394160583941,0.579338904038164,23.131915494471514,0,0.0,0,0.0,0.45666666666666667,0.49045339416050654,0,0.0,0.48884326617888396,0.0,9.570869327450454,9.666666666666668,9.049563785928004,1.5169709784234575,8.053898349026998,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,17,3,6.900000000000006 +300,9,7.412523639325051,137,9,0.03,43,7.412523639325051,0.5033333333333333,0.5450853575203142,9,0.06569343065693431,0.5418135956922324,7.508330867223522,9,0.03,110,25.101117753636768,0.57,0.5919208374894501,23,0.1678832116788321,0.5860300023021635,25.34995287302762,9,0.03,50,7.385721258016417,0.54,0.5646100281155888,7,0.051094890510948905,0.5616039502780542,7.404342068632858,4.683547996913595,6.666666666666665,4.421640660993109,1.2888899026284035,3.394658094285192,1.952467059527463,3.6666666666666736,1.979035458582179,0.5890956975997335,1.3633713619277295,0.25,well_estimated,17,3,6.900000000000006 +300,20,15.943769525794243,137,20,0.06666666666666667,79,15.943769525794243,0.5633333333333334,0.5781799076975371,14,0.10218978102189781,0.5738629095237286,16.004941335693385,20,0.06666666666666667,115,26.3929854812341,0.5866666666666667,0.5945563444147659,24,0.17518248175182483,0.5885854436464696,26.647398030862963,20,0.06666666666666667,83,15.929384900933703,0.55,0.5882458796248679,18,0.13138686131386862,0.5830343165376056,16.16645588813349,1.637643671722877,2.3333333333333317,1.4722534122740938,0.7987552927925317,0.8388883789303454,1.006597192733072,-1.3333333333333308,0.9171407013876975,0.5393249592580022,0.46727223347506974,0.5,well_estimated,17,3,6.900000000000006 +300,24,21.027011605836353,137,24,0.08,98,21.027011605836353,0.58,0.592076618968704,21,0.15328467153284672,0.5864451991646351,21.220742115546088,24,0.08,113,25.71068199098794,0.59,0.594858286291964,23,0.1678832116788321,0.5889781233797585,25.95341499991585,21,0.07,99,20.973279150221696,0.5733333333333334,0.5934656511052103,20,0.145985401459854,0.5869618141752041,21.3670834499607,0.27816673232600175,1.0000000000000009,0.2532924215123411,0.3061885624472696,-0.028021830121267854,0.13890321365063185,-0.6666666666666599,0.05166150105689882,0.27253675187983273,-0.13363353822920088,0.75,well_estimated,17,3,6.900000000000006 +300,27,25.49715908399876,137,27,0.09,112,25.49715908399876,0.5966666666666667,0.5949476649724138,22,0.16058394160583941,0.5890469359413144,25.752449073805078,27,0.09,112,25.49715908399876,0.5966666666666667,0.5949476649724138,22,0.16058394160583941,0.5890469359413144,25.752449073805078,27,0.09,112,25.49715908399876,0.5966666666666667,0.5949476649724138,22,0.16058394160583941,0.5890469359413144,25.752449073805078,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,17,3,6.900000000000006 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5198341245507107,0,0.0,0.5255411218561722,0.0,0,0.0,87,19.603867855766257,0.5833333333333334,0.5981106902090783,24,0.14906832298136646,0.5975783720130395,20.081642422698323,0,0.0,0,0.0,0.5366666666666666,0.5198341245507107,0,0.0,0.5255411218561722,0.0,7.82765656583676,4.666666666666675,7.203725015686735,1.5846610534761199,6.24299551236064,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,18,0,10.099999999999998 +300,5,6.215077838535391,161,5,0.016666666666666666,32,6.215077838535391,0.5766666666666667,0.5580627593284246,5,0.031055900621118012,0.5632748190490927,6.303301664690007,5,0.016666666666666666,89,20.305506461244317,0.58,0.6004784094471594,25,0.15527950310559005,0.6005885398404485,20.75816352625582,5,0.016666666666666666,41,6.180890131867682,0.59,0.5796465991866381,5,0.031055900621118012,0.5821902479703484,6.5184995346965176,4.241565011873472,0.33333333333332993,3.7313720791355753,1.150785294145559,3.0907797177279126,2.158383985821344,1.3333333333333308,1.891542892125564,0.6849014804172731,1.4734825054040708,0.25,well_estimated,18,0,10.099999999999998 +300,14,11.303276259905791,161,14,0.04666666666666667,60,11.303276259905791,0.61,0.5885016649814412,8,0.049689440993788817,0.5929623514723045,11.451833617825915,14,0.04666666666666667,90,20.385256639010866,0.5866666666666667,0.6024260495228005,25,0.15527950310559005,0.6041895387222044,20.795319902992784,13,0.043333333333333335,62,11.302364846562423,0.6033333333333334,0.5943633571039758,10,0.062111801242236024,0.5967009036991069,11.566531210436688,1.3924384541359358,-2.3333333333333317,1.1227187249899906,0.7512703840975258,0.64116807003841,0.5861692122534623,-0.6666666666666599,0.37385522268024163,0.4883316083396859,0.09783760391377638,0.5,well_estimated,18,0,10.099999999999998 +300,17,16.290420377638352,161,17,0.056666666666666664,78,16.290420377638352,0.5933333333333334,0.5997827779062903,19,0.11801242236024845,0.6027751693405308,16.549017164139293,17,0.056666666666666664,89,19.96436870316735,0.5933333333333334,0.6027606304006987,24,0.14906832298136646,0.6048643876652421,20.358299122856696,17,0.056666666666666664,78,16.233378193097987,0.5933333333333334,0.6007997216219724,19,0.11801242236024845,0.6026454424033926,16.56554733064426,0.2977852494408406,0.0,0.20892183247113172,0.35503074617099184,-0.057245496730151224,0.10169437156820615,0.0,-0.012972693713819705,0.21241721331021396,-0.1107228417420078,0.75,well_estimated,18,0,10.099999999999998 +300,19,20.322402300094506,161,19,0.06333333333333334,90,20.322402300094506,0.59,0.6028849033385947,24,0.14906832298136646,0.6053890157207307,20.662322460633778,19,0.06333333333333334,90,20.322402300094506,0.59,0.6028849033385947,24,0.14906832298136646,0.6053890157207307,20.662322460633778,19,0.06333333333333334,90,20.322402300094506,0.59,0.6028849033385947,24,0.14906832298136646,0.6053890157207307,20.662322460633778,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,18,0,10.099999999999998 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.5655224548852571,0,0.0,0.5719849908459986,0.0,0,0.0,71,17.112669632370913,0.6266666666666667,0.623385736296086,18,0.10526315789473684,0.6225179791415819,17.954473082068166,0,0.0,0,0.0,0.57,0.5655224548852571,0,0.0,0.5719849908459986,0.0,5.786328141082886,5.666666666666675,5.053298829558328,1.266029814462859,4.520298326620027,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,18,1,10.099999999999998 +300,3,3.3905406043532564,171,3,0.01,19,3.3905406043532564,0.59,0.5896257761893023,5,0.029239766081871343,0.5949533169671776,3.39783163662084,3,0.01,72,17.441378541502935,0.6266666666666667,0.6248594112886572,19,0.1111111111111111,0.6254767638990258,18.156945139682314,3,0.01,25,3.3551174851579937,0.6133333333333333,0.6030003555037012,3,0.017543859649122806,0.6079342872372379,3.431939764362681,3.5233635099354843,3.6666666666666736,3.0523446931848275,1.0388072166650137,2.4845562932704706,1.3374579314398893,2.3333333333333317,1.2980970270060288,0.31761162135635734,1.019846310083532,0.25,well_estimated,18,1,10.099999999999998 +300,9,7.756754039511864,171,9,0.03,41,7.756754039511864,0.6266666666666667,0.6148028221102393,7,0.04093567251461988,0.6180889061547772,8.031403081331836,9,0.03,71,16.866784474850434,0.6233333333333333,0.6265779877958677,18,0.10526315789473684,0.6281052969845127,17.429485695340247,9,0.03,44,7.739894879102847,0.6266666666666667,0.6193396323805537,8,0.04678362573099415,0.6233544864139342,7.990610736259301,1.177516568562842,-0.33333333333334103,1.0016390829735489,0.6556521996217408,0.5218643689411011,0.4536810270314384,0.0,0.5265580259157021,0.23221711886769256,0.22146390816374587,0.5,well_estimated,18,1,10.099999999999998 +300,13,12.00958702207645,171,13,0.043333333333333335,56,12.00958702207645,0.63,0.6240821941610717,13,0.07602339181286549,0.627270455807405,12.333529332367009,13,0.043333333333333335,70,16.499125619885714,0.63,0.6272452758132956,17,0.09941520467836257,0.6289785280175392,16.997863392736342,13,0.043333333333333335,57,11.997466190726508,0.63,0.6257201295226181,13,0.07602339181286549,0.6288965970558498,12.359862029957341,0.3163081652223898,0.0,0.17080722101341372,0.3180443180825004,-0.0017361528601105847,0.16379353615464387,0.0,0.16261412484447346,0.09428750249279017,0.0695060336618537,0.75,well_estimated,18,1,10.099999999999998 +300,20,15.79689738237669,171,20,0.06666666666666667,68,15.79689738237669,0.63,0.6277876697614213,17,0.09941520467836257,0.6308877009550391,16.14136633453042,20,0.06666666666666667,68,15.79689738237669,0.63,0.6277876697614213,17,0.09941520467836257,0.6308877009550391,16.14136633453042,20,0.06666666666666667,68,15.79689738237669,0.63,0.6277876697614213,17,0.09941520467836257,0.6308877009550391,16.14136633453042,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,18,1,10.099999999999998 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5297160294036303,0,0.0,0.5373531447054065,0.0,0,0.0,72,16.786759331825216,0.6066666666666667,0.5931589960007695,17,0.10365853658536585,0.5953421390023512,17.344565288471458,0,0.0,0,0.0,0.5466666666666666,0.5297160294036303,0,0.0,0.5373531447054065,0.0,6.344296659713922,6.000000000000005,5.798899429694471,1.3369358085180856,5.007360851195836,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,18,2,10.099999999999998 +300,7,3.808188955885774,164,7,0.023333333333333334,24,3.808188955885774,0.5566666666666666,0.5623115415292621,5,0.03048780487804878,0.568805891949331,3.8943446621717985,7,0.023333333333333334,76,17.31481979170659,0.5933333333333334,0.5974135593444091,20,0.12195121951219512,0.5999578303394424,17.823161659222585,7,0.023333333333333334,29,3.8068589516300175,0.5866666666666667,0.5753995392238384,4,0.024390243902439025,0.581668568650599,3.936216032599966,3.510201781514699,3.6666666666666736,3.1151938390111433,1.113495312228856,2.396706469285843,1.3087997694576248,3.0000000000000027,1.286267670126806,0.3160657155933291,0.9927340538642957,0.25,well_estimated,18,2,10.099999999999998 +300,18,8.545772500334138,164,18,0.06,48,8.545772500334138,0.6033333333333334,0.588724178951401,7,0.042682926829268296,0.5954881561414677,8.542194714970517,18,0.06,78,17.332257990770565,0.6,0.6019509475818955,18,0.10975609756097561,0.605827165192165,17.756849292910402,18,0.06,50,8.53081049954653,0.5833333333333334,0.5933375174398213,11,0.06707317073170732,0.59993001189888,8.595080065144545,1.3226768630494545,-0.33333333333334103,1.033900905069729,0.6808694887970068,0.6418073742524477,0.4613338488420382,-2.0000000000000018,0.4441855757412294,0.2951840951415151,0.1661497537005231,0.5,well_estimated,18,2,10.099999999999998 +300,30,15.152251250590423,164,30,0.1,73,15.152251250590423,0.6,0.6024244722610308,17,0.10365853658536585,0.6086207629127336,15.27774090390725,30,0.1,86,19.276520428116445,0.6166666666666667,0.6053899168987437,18,0.10975609756097561,0.6100253460249542,19.57327394529875,30,0.1,74,15.151343894890193,0.61,0.6034723799245043,15,0.09146341463414634,0.6088082297002952,15.40084923980339,0.2965444637712866,1.6666666666666718,0.1404583112220581,0.2628215298533217,0.03372293391796494,0.1047907663473513,1.0000000000000009,0.018746678756165203,0.22758564037392912,-0.12279487402657782,0.75,well_estimated,18,2,10.099999999999998 +300,36,19.227694542155646,164,36,0.12,86,19.227694542155646,0.63,0.6059668908610114,17,0.10365853658536585,0.6107710006441859,19.582354030222614,36,0.12,86,19.227694542155646,0.63,0.6059668908610114,17,0.10365853658536585,0.6107710006441859,19.582354030222614,36,0.12,86,19.227694542155646,0.63,0.6059668908610114,17,0.10365853658536585,0.6107710006441859,19.582354030222614,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,18,2,10.099999999999998 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5166928326349854,0,0.0,0.5237556677560682,0.0,0,0.0,87,19.897919987030836,0.5933333333333334,0.5918901895383942,16,0.1038961038961039,0.5919296740469677,20.659639459301147,0,0.0,0,0.0,0.5133333333333333,0.5166928326349854,0,0.0,0.5237556677560682,0.0,7.5197356903408785,8.000000000000007,6.817400629089954,1.5200819438549722,5.999653746485906,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,18,3,10.099999999999998 +300,1,3.4216393630650233,154,1,0.0033333333333333335,23,3.4216393630650233,0.56,0.55212058885722,3,0.01948051948051948,0.5576453472102817,3.4550839344679813,1,0.0033333333333333335,88,20.166753415221326,0.59,0.5925233084301663,17,0.11038961038961038,0.5926436197375451,20.90872500861466,1,0.0033333333333333335,27,3.4184717912830136,0.5633333333333334,0.558937842180759,2,0.012987012987012988,0.563721984475698,3.5939567498191747,4.040271957294628,2.9999999999999916,3.4998272527263397,1.199055503889404,2.841216453405224,0.6817253323538996,0.33333333333332993,0.6076637265416296,0.27559185563775723,0.4061334767161424,0.25,well_estimated,18,3,10.099999999999998 +300,17,10.050002830438224,154,17,0.056666666666666664,55,10.050002830438224,0.5966666666666667,0.5843871438134393,8,0.05194805194805195,0.587472027136418,10.432118476054614,17,0.056666666666666664,90,19.942472681202773,0.6,0.5985789954353536,17,0.11038961038961038,0.5992028247764536,20.673162826440123,15,0.05,57,10.011033475225886,0.59,0.5883181170712881,10,0.06493506493506493,0.5915325274709016,10.399563465124855,1.4191851621914386,0.33333333333332993,1.1730797640035595,0.7338764460485827,0.6853087161428559,0.39309732578488576,-0.666666666666671,0.40605003344835744,0.18840771919747745,0.2046896065874083,0.5,well_estimated,18,3,10.099999999999998 +300,24,16.94196729866148,154,24,0.08,80,16.94196729866148,0.6,0.5977407541253067,16,0.1038961038961039,0.600204665676343,17.48467258311577,24,0.08,95,21.579351770514542,0.6066666666666667,0.6001241873596768,19,0.12337662337662338,0.6011122118873866,22.29522028270296,24,0.08,81,16.90617110641993,0.6066666666666667,0.5988644193044953,15,0.09740259740259741,0.6006817597973076,17.53375934186932,0.23834332343700693,0.666666666666671,0.09075462110436083,0.42667349706610286,-0.18833017362909593,0.11236651791886043,0.666666666666671,0.047709412096463844,0.19811038844277318,-0.08574387052391275,0.75,well_estimated,18,3,10.099999999999998 +300,33,22.378371781813602,154,33,0.11,97,22.378371781813602,0.5966666666666667,0.600889806215628,22,0.14285714285714285,0.6025793665344181,23.03498311809215,33,0.11,97,22.378371781813602,0.5966666666666667,0.600889806215628,22,0.14285714285714285,0.6025793665344181,23.03498311809215,33,0.11,97,22.378371781813602,0.5966666666666667,0.600889806215628,22,0.14285714285714285,0.6025793665344181,23.03498311809215,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,18,3,10.099999999999998 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5278196305839639,0,0.0,0.532369315127326,0.0,0,0.0,79,17.01690899003683,0.6033333333333334,0.6049921375675383,15,0.09554140127388536,0.6112651572391621,16.840375662306517,0,0.0,0,0.0,0.5233333333333333,0.5278196305839639,0,0.0,0.532369315127326,0.0,7.717250698357447,8.000000000000007,7.8895842111836085,1.0059145891377375,6.71133610921971,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,19,0,8.54999999999999 +300,7,5.13939616688278,157,7,0.023333333333333334,32,5.13939616688278,0.59,0.5716224149344267,2,0.012738853503184714,0.5766717714983137,5.116073169756655,7,0.023333333333333334,82,17.70856593672273,0.61,0.6089324607236586,16,0.10191082802547771,0.6150079194447128,17.601234928786354,6,0.02,38,5.12582710989973,0.6,0.586632199980892,3,0.01910828025477707,0.5933226353737844,4.840272346470219,3.7310045789231916,2.0000000000000018,3.8336147946399057,0.7273914174483966,3.003613161474795,1.500978504646533,1.0000000000000009,1.6650863875470656,0.3376268681264896,1.1633516365200434,0.25,well_estimated,19,0,8.54999999999999 +300,9,11.218164557442652,157,9,0.03,60,11.218164557442652,0.62,0.601672880770529,8,0.050955414012738856,0.6080790369985026,11.065804279159494,9,0.03,84,18.30274912897682,0.6166666666666667,0.6095952186160596,16,0.10191082802547771,0.6151657853832458,18.277403056543438,9,0.03,61,11.21331340372552,0.61,0.6035761613998734,10,0.06369426751592357,0.6106824161969353,10.949220140591597,0.7922337845530536,-0.33333333333332993,0.7086748384743213,0.36207408204974223,0.43015970250331137,0.1903280629344306,-1.0000000000000009,0.2603379198432676,0.20222079173554058,-0.011892728801109975,0.5,well_estimated,19,0,8.54999999999999 +300,13,15.731521695188043,157,13,0.043333333333333335,76,15.731521695188043,0.6233333333333333,0.6089764772009937,13,0.08280254777070063,0.6146548847970541,15.700432448960909,13,0.043333333333333335,86,18.990897528244403,0.6266666666666667,0.6106005198169546,16,0.10191082802547771,0.6158859773116899,19.014326177159866,13,0.043333333333333335,76,15.65218262184344,0.63,0.6093508993927278,13,0.08280254777070063,0.6152787555032306,15.618933362073891,0.1624042615960941,0.33333333333334103,0.12310925146358231,0.12153895704143021,0.0408653045546639,0.037442219173411395,0.666666666666671,0.06238707061765325,0.1460185760587947,-0.10857635688538331,0.75,well_estimated,19,0,8.54999999999999 +300,22,20.754221813221047,157,22,0.07333333333333333,91,20.754221813221047,0.64,0.6116223421956051,16,0.10191082802547771,0.6169941150760915,20.747593728156456,22,0.07333333333333333,91,20.754221813221047,0.64,0.6116223421956051,16,0.10191082802547771,0.6169941150760915,20.747593728156456,22,0.07333333333333333,91,20.754221813221047,0.64,0.6116223421956051,16,0.10191082802547771,0.6169941150760915,20.747593728156456,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,19,0,8.54999999999999 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5166201044355646,0,0.0,0.5218352515873715,0.0,0,0.0,93,21.047900180209435,0.5933333333333334,0.6001158826511329,21,0.13725490196078433,0.6040327523284926,21.18393418621582,0,0.0,0,0.0,0.51,0.5166201044355646,0,0.0,0.5218352515873715,0.0,8.349577821556831,8.333333333333337,8.21975007411211,1.5333797024227651,6.816198119134066,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,19,1,8.54999999999999 +300,7,4.716765966729108,153,7,0.023333333333333334,29,4.716765966729108,0.5666666666666667,0.5595059050353639,3,0.0196078431372549,0.5656797631761536,4.576584491719734,7,0.023333333333333334,96,21.94475397104722,0.6166666666666667,0.6044127955514537,21,0.13725490196078433,0.6069303786704767,22.21056837071683,7,0.023333333333333334,35,4.709284851764399,0.5833333333333334,0.5736518771997242,3,0.0196078431372549,0.5772201426206126,4.927300979083918,4.490689051608976,5.000000000000004,4.125061549432307,1.310392029160775,3.1802970224482014,1.414597216436031,1.6666666666666718,1.154037944445896,0.4948871824591067,0.9197100339769243,0.25,well_estimated,19,1,8.54999999999999 +300,13,12.23434783158702,153,13,0.043333333333333335,62,12.23434783158702,0.6166666666666667,0.5905436151636768,8,0.05228758169934641,0.5961917617300861,12.163843130158657,13,0.043333333333333335,96,21.707591393425997,0.62,0.6068313566039226,20,0.13071895424836602,0.6095522800215585,21.927283124753156,13,0.043333333333333335,66,12.23414210657611,0.6033333333333334,0.5978037253358849,12,0.0784313725490196,0.6005606549649191,12.46615166216087,1.6287741440245807,0.33333333333332993,1.3360518291472334,0.813900888397614,0.8148732556269667,0.7260110172208067,-1.3333333333333308,0.43688932348329157,0.5702737923088611,0.15573722491194564,0.5,well_estimated,19,1,8.54999999999999 +300,27,21.610690051238386,153,27,0.09,95,21.610690051238386,0.64,0.608555977075161,18,0.11764705882352941,0.6117670663358776,21.694101420755914,26,0.08666666666666667,103,24.04608820052113,0.6333333333333333,0.6101467596888618,21,0.13725490196078433,0.6118257860007784,24.2864119372244,27,0.09,95,21.566141681287775,0.63,0.6092773550251326,19,0.12418300653594772,0.6118801882387874,21.718715616938464,0.15907826137008252,-0.666666666666671,0.005871966490078595,0.21806385324599126,-0.05898559187590874,0.07213779499716244,-1.0000000000000009,0.011312190290979629,0.11218490162369238,-0.04004710662652994,0.75,well_estimated,19,1,8.54999999999999 +300,26,24.04608820052113,153,26,0.08666666666666667,103,24.04608820052113,0.6333333333333333,0.6101467596888618,21,0.13725490196078433,0.6118257860007784,24.2864119372244,26,0.08666666666666667,103,24.04608820052113,0.6333333333333333,0.6101467596888618,21,0.13725490196078433,0.6118257860007784,24.2864119372244,26,0.08666666666666667,103,24.04608820052113,0.6333333333333333,0.6101467596888618,21,0.13725490196078433,0.6118257860007784,24.2864119372244,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,19,1,8.54999999999999 +300,0,0.0,167,0,0.0,0,0.0,0.5566666666666666,0.5393503151292574,0,0.0,0.5429660137169923,0.0,0,0.0,78,19.13727338594174,0.6233333333333333,0.5993634416323663,18,0.10778443113772455,0.6034462902043954,19.01355465450092,0,0.0,0,0.0,0.5566666666666666,0.5393503151292574,0,0.0,0.5429660137169923,0.0,6.001312650310897,6.666666666666665,6.048027648740318,1.0656816544679633,4.935630995842934,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,19,2,8.54999999999999 +300,5,3.9547643035783513,167,5,0.016666666666666666,22,3.9547643035783513,0.5733333333333334,0.5630687535954186,4,0.023952095808383235,0.5665479177673127,3.899210093470471,5,0.016666666666666666,78,18.880780622654996,0.63,0.6024880290384096,16,0.09580838323353294,0.6059751311290992,18.685640443120707,5,0.016666666666666666,28,3.935090707528395,0.5933333333333334,0.5805057877036347,4,0.023952095808383235,0.5829553809981128,4.046844138262347,3.9419275442990953,5.666666666666664,3.942721336178645,0.8908881429243741,3.0510394013747213,1.7437034108216065,2.0000000000000018,1.6407463230800112,0.4965285060933866,1.24717490472822,0.25,well_estimated,19,2,8.54999999999999 +300,10,7.422276712144462,167,10,0.03333333333333333,41,7.422276712144462,0.5866666666666667,0.5873405899965519,10,0.059880239520958084,0.5898402249352686,7.536976670689387,10,0.03333333333333333,80,19.428480228188214,0.6333333333333333,0.6045473493742566,16,0.09580838323353294,0.607479472112452,19.253244255445928,10,0.03333333333333333,44,7.418249148008999,0.6,0.5936093906398614,6,0.03592814371257485,0.5949238974794755,7.601589843777803,1.7206759377704661,4.666666666666663,1.763924717718346,0.7290796910084054,0.9915962467620607,0.626880064330948,1.3333333333333308,0.5083672544206941,0.439738936501716,0.18714112782923198,0.5,well_estimated,19,2,8.54999999999999 +300,17,15.283568544530038,167,17,0.056666666666666664,70,15.283568544530038,0.62,0.6047800890111186,13,0.07784431137724551,0.6074920228818166,15.249285378370809,17,0.056666666666666664,83,20.303916583970075,0.6366666666666667,0.6060860668101876,17,0.10179640718562874,0.608832118932323,20.17208930870141,17,0.056666666666666664,70,15.278956456797491,0.6233333333333333,0.6051944356751005,13,0.07784431137724551,0.6071631607457126,15.280096975075836,0.1305977799069047,1.6666666666666718,0.13400960505064452,0.1827843883646841,-0.05218660845777942,0.041434666398187936,0.33333333333332993,-0.03288621361039468,0.12742250343855366,-0.08598783704036572,0.75,well_estimated,19,2,8.54999999999999 +300,28,20.632222262424733,167,28,0.09333333333333334,85,20.632222262424733,0.62,0.6067933270898298,19,0.11377245508982035,0.610109070087573,20.462505720807414,28,0.09333333333333334,85,20.632222262424733,0.62,0.6067933270898298,19,0.11377245508982035,0.610109070087573,20.462505720807414,28,0.09333333333333334,85,20.632222262424733,0.62,0.6067933270898298,19,0.11377245508982035,0.610109070087573,20.462505720807414,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,19,2,8.54999999999999 +300,0,0.0,174,0,0.0,0,0.0,0.58,0.5510865523413971,0,0.0,0.556292406724733,0.0,0,0.0,78,17.16441776244581,0.6766666666666666,0.6225363318957058,16,0.09195402298850575,0.6280219184669071,17.238928797149345,0,0.0,0,0.0,0.58,0.5510865523413971,0,0.0,0.556292406724733,0.0,7.144977955430864,9.666666666666668,7.172951174217412,1.1463801784234013,5.998597777007463,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,19,3,8.54999999999999 +300,2,4.790730627994264,174,2,0.006666666666666667,27,4.790730627994264,0.6166666666666667,0.58450635222925,4,0.022988505747126436,0.5892104402691044,4.853127589157026,2,0.006666666666666667,76,16.060194360248865,0.68,0.6254067610418792,15,0.08620689655172414,0.6310929147368162,16.085901363944764,2,0.006666666666666667,33,4.788521737258964,0.6566666666666666,0.6018984862889759,2,0.011494252873563218,0.6078504009049545,4.672923242939781,4.090040881262924,6.333333333333336,4.188247446771176,0.7858029410693407,3.3042379401935835,1.739213405972595,3.9999999999999925,1.863996063585005,0.41302769762523234,1.3261857083473627,0.25,well_estimated,19,3,8.54999999999999 +300,13,10.634458212340437,174,13,0.043333333333333335,58,10.634458212340437,0.6866666666666666,0.6230086235934423,6,0.034482758620689655,0.6258758862590584,10.703660912907155,13,0.043333333333333335,80,16.449770249091422,0.6866666666666666,0.6344877079222359,14,0.08045977011494253,0.6382123421460494,16.52553389133741,13,0.043333333333333335,61,10.631612808793678,0.6866666666666666,0.6285555026460207,6,0.034482758620689655,0.6317408613803243,10.760545471018098,1.147908432879352,0.0,1.233645588699095,0.36187021848200573,0.7860382143973463,0.5546879052578335,0.0,0.5864975121265825,0.24800654109344275,0.30668136416439074,0.5,well_estimated,19,3,8.54999999999999 +300,21,15.621394520577708,174,21,0.07,78,15.621394520577708,0.7,0.6352304354673127,11,0.06321839080459771,0.6381450623884263,15.764482299145335,21,0.07,87,18.740793266579356,0.6966666666666667,0.6359882503091957,16,0.09195402298850575,0.6391686957838068,18.826344119291004,21,0.07,78,15.51134151304762,0.7,0.6352806703239504,11,0.06321839080459771,0.6382205810813425,15.590383031646127,0.07578148418829755,-0.33333333333332993,0.10236333953804744,0.11270611796982248,-0.036924633781524926,0.005023485663768756,0.0,0.007551869291622104,0.08052159544931077,-0.07549810978554201,0.75,well_estimated,19,3,8.54999999999999 +300,22,18.740793266579356,174,22,0.07333333333333333,87,18.740793266579356,0.6933333333333334,0.6360270809430493,16,0.09195402298850575,0.6390415337734847,18.826344119291004,22,0.07333333333333333,87,18.740793266579356,0.6933333333333334,0.6360270809430493,16,0.09195402298850575,0.6390415337734847,18.826344119291004,22,0.07333333333333333,87,18.740793266579356,0.6933333333333334,0.6360270809430493,16,0.09195402298850575,0.6390415337734847,18.826344119291004,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,19,3,8.54999999999999 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.530735014084572,0,0.0,0.5337955434869863,0.0,0,0.0,86,18.131910186748613,0.6333333333333333,0.6216363938160752,16,0.1,0.6198083093605682,18.783553028024894,0,0.0,0,0.0,0.5333333333333333,0.530735014084572,0,0.0,0.5337955434869863,0.0,9.090137973150314,9.999999999999998,8.601276587358186,1.151041087299756,7.939096885850558,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,20,0,7.94999999999999 +300,9,5.711305834595901,160,9,0.03,40,5.711305834595901,0.6066666666666667,0.5922699448643662,3,0.01875,0.5932847469696778,5.832930436380251,9,0.03,88,18.318280765474558,0.6333333333333333,0.6274342328407982,16,0.1,0.6248570139782493,19.022116566051867,9,0.03,44,5.698616661259015,0.6166666666666667,0.6031459365559657,4,0.025,0.6031702689169778,5.997280046757751,3.5164287976432007,2.6666666666666616,3.157226700857152,0.7181317250758623,2.7982970725673386,1.0875991691599474,1.0000000000000009,0.9885521947299969,0.27690309934521856,0.8106960698147287,0.25,well_estimated,20,0,7.94999999999999 +300,13,10.944688910557261,160,13,0.043333333333333335,64,10.944688910557261,0.6166666666666667,0.6183250579857759,10,0.0625,0.6173375720627873,11.38313237023811,13,0.043333333333333335,88,18.11817583068566,0.6266666666666667,0.6285285058468577,17,0.10625,0.6258736904720468,18.829157843157,13,0.043333333333333335,66,10.93474125104768,0.6266666666666667,0.6213184324299444,9,0.05625,0.6200710414234256,11.396880363202238,1.020344786108185,1.0000000000000009,0.8536118409259497,0.35740411047319115,0.6629406756349938,0.2993374444168584,1.0000000000000009,0.2733469360638341,0.16934029905097378,0.1299971453658846,0.5,well_estimated,20,0,7.94999999999999 +300,20,17.015981964226427,160,20,0.06666666666666667,84,17.015981964226427,0.6233333333333333,0.6279007418664575,16,0.1,0.6247074487033042,17.694301486430476,20,0.06666666666666667,91,19.222920561421006,0.63,0.6296042980726041,18,0.1125,0.6262689062234953,19.982621032782497,19,0.06333333333333334,85,16.981897923999515,0.62,0.6288119279263934,17,0.10625,0.6261958813448864,17.641372442322865,0.17035562061465948,0.666666666666671,0.15614575201911007,0.11524442491827518,0.0551111956963843,0.09111860599358979,-0.33333333333332993,0.14884326415821603,0.17821444360708158,-0.0870958376134918,0.75,well_estimated,20,0,7.94999999999999 +300,21,19.222920561421006,160,21,0.07,91,19.222920561421006,0.6266666666666667,0.6296200298514606,18,0.1125,0.6262035110801698,19.982621032782497,21,0.07,91,19.222920561421006,0.6266666666666667,0.6296200298514606,18,0.1125,0.6262035110801698,19.982621032782497,21,0.07,91,19.222920561421006,0.6266666666666667,0.6296200298514606,18,0.1125,0.6262035110801698,19.982621032782497,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,20,0,7.94999999999999 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5192914975312641,0,0.0,0.5257799981807415,0.0,0,0.0,82,19.81827241251573,0.57,0.5918789894421466,25,0.15527950310559005,0.5943338613444143,20.432974589089923,0,0.0,0,0.0,0.5366666666666666,0.5192914975312641,0,0.0,0.5257799981807415,0.0,7.258749191088243,3.3333333333333326,6.855386316367285,1.337978711648523,5.92077047943972,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,20,1,7.94999999999999 +300,5,4.118165050651372,161,5,0.016666666666666666,24,4.118165050651372,0.58,0.5513433388267673,3,0.018633540372670808,0.557605022721889,4.244942974257203,5,0.016666666666666666,85,20.71045514147697,0.5733333333333334,0.5952571577765935,26,0.16149068322981366,0.5966173805362657,21.483163437027333,4,0.013333333333333334,30,4.10440027049693,0.5866666666666667,0.5696330566811492,5,0.031055900621118012,0.5747237794307042,4.287723381536735,4.391381894982615,-0.6666666666666599,3.901235781437662,1.159872925849264,3.231508969133351,1.8289717854381826,0.666666666666671,1.711875670881513,0.4677253153415171,1.3612464700966656,0.25,well_estimated,20,1,7.94999999999999 +300,9,10.547518916262796,161,9,0.03,53,10.547518916262796,0.5966666666666667,0.5849395286292245,12,0.07453416149068323,0.5896995323350702,10.860205532138012,9,0.03,88,21.465873591750736,0.5833333333333334,0.5973424734837347,26,0.16149068322981366,0.5982224875730289,22.269090632536972,9,0.03,55,10.537025030325523,0.59,0.589446571427373,13,0.08074534161490683,0.5929102640923338,10.98231657308555,1.2402944854510212,-1.3333333333333308,0.8522955237958652,0.7416694346025312,0.49862505084848996,0.45070427981485084,-0.666666666666671,0.32107317572636074,0.2955101012351227,0.15519417857972811,0.5,well_estimated,20,1,7.94999999999999 +300,23,17.537987297831542,161,23,0.07666666666666666,77,17.537987297831542,0.5766666666666667,0.5979935267616298,23,0.14285714285714285,0.6004082940430681,18.132329221292654,23,0.07666666666666666,92,22.097475373489402,0.5766666666666667,0.6012890874887791,28,0.17391304347826086,0.6005860040787564,23.105031988339668,23,0.07666666666666666,78,17.518379695462418,0.5866666666666667,0.5994871525515915,22,0.13664596273291926,0.6007351630792933,18.303217021412053,0.3295560727149316,0.0,0.017771003568833876,0.4427844081942937,-0.11322833547936212,0.14936257899617056,1.0000000000000009,0.03268690362252524,0.31859421879729194,-0.16923163980112138,0.75,well_estimated,20,1,7.94999999999999 +300,33,23.7312256094577,161,33,0.11,97,23.7312256094577,0.5833333333333334,0.602019098104034,27,0.16770186335403728,0.6013611955528916,24.72564002239147,33,0.11,97,23.7312256094577,0.5833333333333334,0.602019098104034,27,0.16770186335403728,0.6013611955528916,24.72564002239147,33,0.11,97,23.7312256094577,0.5833333333333334,0.602019098104034,27,0.16770186335403728,0.6013611955528916,24.72564002239147,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,20,1,7.94999999999999 +300,0,0.0,162,0,0.0,0,0.0,0.54,0.5135944206238063,0,0.0,0.5196968531155146,0.0,0,0.0,94,20.623318719286196,0.5833333333333334,0.6069077293185074,24,0.14814814814814814,0.6039245835267397,21.77594375869043,0,0.0,0,0.0,0.54,0.5135944206238063,0,0.0,0.5196968531155146,0.0,9.331330869470111,4.333333333333334,8.422773041122511,1.3834576432706434,7.947873226199468,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,20,2,7.94999999999999 +300,5,5.856409578781217,162,5,0.016666666666666666,35,5.856409578781217,0.5633333333333334,0.5587746632107653,6,0.037037037037037035,0.5626390366459363,6.124920077868205,5,0.016666666666666666,95,20.768476881276627,0.59,0.6088535806308945,24,0.14814814814814814,0.6044406226662952,22.137063366339127,5,0.016666666666666666,41,5.8559736492635315,0.5766666666666667,0.5769979341137795,9,0.05555555555555555,0.578244209501064,6.3683264002822195,5.007891742012916,2.6666666666666616,4.180158602035888,1.0739981736419681,3.933893568370948,1.8223270903014233,1.3333333333333308,1.5605172855127747,0.5673673570382899,1.2549597332631333,0.25,well_estimated,20,2,7.94999999999999 +300,4,12.328941099023291,162,4,0.013333333333333334,65,12.328941099023291,0.59,0.5926114213223939,13,0.08024691358024691,0.592605718526766,13.062540350171782,4,0.013333333333333334,94,20.383185641138077,0.5866666666666667,0.6086066145571145,24,0.14814814814814814,0.6047815172752561,21.68198109825626,4,0.013333333333333334,68,12.288868948169894,0.5933333333333334,0.5984618294810922,14,0.08641975308641975,0.5979208314099292,13.060474053202297,1.599519323472065,-0.33333333333332993,1.2175798748490063,0.5895934539847121,1.009925869487353,0.5850408158698306,0.33333333333334103,0.531511288316322,0.38832018844191185,0.19672062742791874,0.5,well_estimated,20,2,7.94999999999999 +300,12,19.337488322520485,162,12,0.04,91,19.337488322520485,0.58,0.6087681153755957,26,0.16049382716049382,0.6054967709854151,20.44420595666957,12,0.04,101,22.89663254327207,0.58,0.6100526347236598,29,0.17901234567901234,0.6049342296686262,24.300141098995546,12,0.04,91,19.25114471687169,0.5866666666666667,0.6092031621842678,24,0.14814814814814814,0.6047980539939088,20.534543557240944,0.12845193480640615,0.0,-0.05625413167889004,0.22157332707854363,-0.09312139227213748,0.043504680867212375,0.666666666666671,-0.06987169915062541,0.18244233997796844,-0.13893765911075606,0.75,well_estimated,20,2,7.94999999999999 +300,14,22.604310409113538,162,14,0.04666666666666667,100,22.604310409113538,0.5766666666666667,0.6101169172108982,29,0.17901234567901234,0.6048184782094114,24.004875050841008,14,0.04666666666666667,100,22.604310409113538,0.5766666666666667,0.6101169172108982,29,0.17901234567901234,0.6048184782094114,24.004875050841008,14,0.04666666666666667,100,22.604310409113538,0.5766666666666667,0.6101169172108982,29,0.17901234567901234,0.6048184782094114,24.004875050841008,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,20,2,7.94999999999999 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5061865245787002,0,0.0,0.5113056881811541,0.0,0,0.0,94,20.398254186783923,0.57,0.6038427301631033,26,0.16993464052287582,0.6013282934596118,21.379403288359914,0,0.0,0,0.0,0.51,0.5061865245787002,0,0.0,0.5113056881811541,0.0,9.765620558440313,5.999999999999995,9.002260527845774,1.7282512573936446,8.037369301046668,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,20,3,7.94999999999999 +300,8,5.035124435514113,153,8,0.02666666666666667,35,5.035124435514113,0.54,0.5595199979837585,8,0.05228758169934641,0.5603032008575829,5.595939677824088,8,0.02666666666666667,95,19.851814381810478,0.5766666666666667,0.6095084343711714,25,0.16339869281045752,0.6061223138292081,20.925846368209633,8,0.02666666666666667,44,5.024034086018189,0.57,0.5830661989766035,7,0.0457516339869281,0.5830026835772946,5.601171705467714,4.99884363874129,3.6666666666666625,4.581911297162522,1.2221752217264175,3.7766684170148723,2.354620099284499,2.9999999999999916,2.269948271971167,0.6063845733240587,1.7482355259604403,0.25,well_estimated,20,3,7.94999999999999 +300,17,11.680311893898185,153,17,0.056666666666666664,69,11.680311893898185,0.5533333333333333,0.6020091834765666,19,0.12418300653594772,0.5985448816265214,12.689826182604676,17,0.056666666666666664,98,20.306389482518465,0.59,0.6129017266040204,25,0.16339869281045752,0.6084579550094465,21.49308829366977,17,0.056666666666666664,70,11.649796020950895,0.5533333333333333,0.6061663504850336,20,0.13071895424836602,0.6021854944198151,12.682338571107266,1.0892543127453802,3.6666666666666625,0.991307338292513,0.5944035846889602,0.49485072805642005,0.4157167008467022,0.0,0.36406127932936405,0.20735979243027267,0.20835690841642954,0.5,well_estimated,20,3,7.94999999999999 +300,22,16.662305921487686,153,22,0.07333333333333333,86,16.662305921487686,0.5733333333333334,0.6117077923924464,23,0.1503267973856209,0.6076768977164573,17.749252685102608,22,0.07333333333333333,100,20.88460281021501,0.5933333333333334,0.6140497443870144,25,0.16339869281045752,0.6086251659060163,22.156688508836496,22,0.07333333333333333,88,16.658787974280862,0.58,0.6125930094830546,23,0.1503267973856209,0.6083436792345028,17.796504036288987,0.23419519945679923,2.0000000000000018,0.0948268189559065,0.27942916165189347,-0.045233962195094235,0.08852170906081813,0.6666666666666599,0.06667815180455561,0.16829407611795413,-0.079772367057136,0.75,well_estimated,20,3,7.94999999999999 +300,29,21.90617790339722,153,29,0.09666666666666666,103,21.90617790339722,0.6,0.614838577347679,26,0.16993464052287582,0.6085828435613049,23.239131982800007,29,0.09666666666666666,103,21.90617790339722,0.6,0.614838577347679,26,0.16993464052287582,0.6085828435613049,23.239131982800007,29,0.09666666666666666,103,21.90617790339722,0.6,0.614838577347679,26,0.16993464052287582,0.6085828435613049,23.239131982800007,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,20,3,7.94999999999999 +300,0,0.0,170,0,0.0,0,0.0,0.5666666666666667,0.5283251021023786,0,0.0,0.5251839118898821,0.0,0,0.0,89,21.775717863200235,0.61,0.5998838189240469,28,0.16470588235294117,0.5979888253491263,21.3705585767265,0,0.0,0,0.0,0.5666666666666667,0.5283251021023786,0,0.0,0.5251839118898821,0.0,7.155871682166826,4.333333333333334,7.280491345924423,1.1480962904465688,6.007775391720257,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,21,0,7.850000000000001 +300,8,4.411088407308331,170,8,0.02666666666666667,26,4.411088407308331,0.59,0.560228160516238,6,0.03529411764705882,0.5572428432622814,4.363601573286883,8,0.02666666666666667,89,20.948239577762564,0.6233333333333333,0.6042300538308185,25,0.14705882352941177,0.6031991526354419,20.398674261533653,8,0.02666666666666667,33,4.407424903885484,0.5833333333333334,0.576772271143011,8,0.047058823529411764,0.5744212089494986,4.274851761252857,4.400189331458049,3.3333333333333326,4.595630937316053,1.0274809836359853,3.3727083478220634,1.6544110626772968,-0.6666666666666599,1.71783656872172,0.36210121045443416,1.2923098522228627,0.25,well_estimated,21,0,7.850000000000001 +300,8,10.472760741816142,170,8,0.02666666666666667,55,10.472760741816142,0.6066666666666667,0.5921011597954834,15,0.08823529411764706,0.5910400837528909,10.113395377332965,8,0.02666666666666667,89,20.948239577762564,0.6233333333333333,0.6042300538308185,25,0.14705882352941177,0.6031991526354419,20.398674261533653,8,0.02666666666666667,57,10.4579237831419,0.6066666666666667,0.5959198827210037,15,0.08823529411764706,0.594312779530284,10.158413662768485,1.2128894035335125,1.6666666666666607,1.2159068882551027,0.6887704582101987,0.5241189453233138,0.38187229255203237,0.0,0.32726957773931975,0.3299638393869902,0.05190845316504217,0.5,well_estimated,21,0,7.850000000000001 +300,19,16.43066994413471,170,19,0.06333333333333334,77,16.43066994413471,0.6233333333333333,0.6044333255712476,21,0.12352941176470589,0.6032137501884197,15.952697884576901,19,0.06333333333333334,94,22.357354032332882,0.6133333333333333,0.6070993066183401,29,0.17058823529411765,0.6052395083338366,21.825965502116926,19,0.06333333333333334,77,16.386644226003536,0.6166666666666667,0.6049425620141226,22,0.12941176470588237,0.6038297989049053,15.853745270469334,0.26659810470924805,-1.0000000000000009,0.20257581454168339,0.32425969811541316,-0.05766159340616511,0.05092364428749274,-0.6666666666666599,0.061604871648557324,0.10673018751154381,-0.05580654322405107,0.75,well_estimated,21,0,7.850000000000001 +300,25,22.260662631879097,170,25,0.08333333333333333,94,22.260662631879097,0.6166666666666667,0.6075792666498467,29,0.17058823529411765,0.6068972192312287,21.564768841864765,25,0.08333333333333333,94,22.260662631879097,0.6166666666666667,0.6075792666498467,29,0.17058823529411765,0.6068972192312287,21.564768841864765,25,0.08333333333333333,94,22.260662631879097,0.6166666666666667,0.6075792666498467,29,0.17058823529411765,0.6068972192312287,21.564768841864765,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,21,0,7.850000000000001 +300,0,0.0,162,0,0.0,0,0.0,0.54,0.523733900833212,0,0.0,0.5184792111380029,0.0,0,0.0,90,20.643013741457704,0.6333333333333333,0.6011740787557671,18,0.1111111111111111,0.5951935955858076,20.533669669179766,0,0.0,0,0.0,0.54,0.523733900833212,0,0.0,0.5184792111380029,0.0,7.744017792255509,9.333333333333327,7.671438444780476,1.4321359170992105,6.311881875156298,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,21,1,7.850000000000001 +300,12,4.777387114789029,162,12,0.04,32,4.777387114789029,0.5766666666666667,0.5689440420790991,6,0.037037037037037035,0.5661627077550105,4.444541990303099,12,0.04,89,19.566640674644717,0.65,0.609712115713553,18,0.1111111111111111,0.6070471225655985,19.103807303631942,12,0.04,37,4.772510479532657,0.6066666666666667,0.5808545468557217,5,0.030864197530864196,0.5780842626288897,4.47728478710469,4.07680736344539,7.333333333333336,4.088441481058791,0.941067218957344,3.1357401444880457,1.1910504776622588,3.0000000000000027,1.1921554873879137,0.295800039959736,0.8952504377025228,0.25,well_estimated,21,1,7.850000000000001 +300,20,9.918961584067894,162,20,0.06666666666666667,57,9.918961584067894,0.61,0.5986142274481746,11,0.06790123456790123,0.5968773542229089,9.404734691494502,20,0.06666666666666667,84,17.530951755883702,0.6433333333333333,0.6105988514585722,16,0.09876543209876543,0.6072463495466878,17.168291112110126,20,0.06666666666666667,59,9.86813285950821,0.62,0.6017136116389249,9,0.05555555555555555,0.6001412876321531,9.307886975323047,1.198462401039757,3.3333333333333326,1.0368995323778885,0.48432439917972553,0.7141380018600316,0.3099384190750287,1.0000000000000009,0.3263933409244246,0.176589733403311,0.13334868567171773,0.5,well_estimated,21,1,7.850000000000001 +300,22,14.301073761242597,162,22,0.07333333333333333,74,14.301073761242597,0.62,0.6081325555240749,14,0.08641975308641975,0.6067203008045206,13.731761547085666,22,0.07333333333333333,86,18.211697007707524,0.64,0.610631558476502,17,0.10493827160493827,0.6074403728758668,17.81335832149782,22,0.07333333333333333,75,14.289075235202512,0.64,0.6088825428505585,13,0.08024691358024691,0.6055228140802787,13.920508504094332,0.24990029524271096,2.0000000000000018,0.07200720713462783,0.2784628823021971,-0.028562587059486166,0.0749987326483681,2.0000000000000018,-0.1197486724241803,0.24791053239413605,-0.17291179974576795,0.75,well_estimated,21,1,7.850000000000001 +300,22,18.211697007707524,162,22,0.07333333333333333,86,18.211697007707524,0.64,0.610631558476502,17,0.10493827160493827,0.6074403728758668,17.81335832149782,22,0.07333333333333333,86,18.211697007707524,0.64,0.610631558476502,17,0.10493827160493827,0.6074403728758668,17.81335832149782,22,0.07333333333333333,86,18.211697007707524,0.64,0.610631558476502,17,0.10493827160493827,0.6074403728758668,17.81335832149782,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,21,1,7.850000000000001 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5370064376239039,0,0.0,0.5357230475837533,0.0,0,0.0,90,21.66932901920988,0.5966666666666667,0.6107511266817173,23,0.14285714285714285,0.6109003590598978,21.281146139914053,0,0.0,0,0.0,0.5366666666666666,0.5370064376239039,0,0.0,0.5357230475837533,0.0,7.37446890578134,6.000000000000005,7.517731147614448,1.237264478939091,6.137204426842249,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,21,2,7.850000000000001 +300,9,4.507361016178695,161,9,0.03,28,4.507361016178695,0.57,0.576237191376145,5,0.031055900621118012,0.5755157448285222,4.378833017311639,9,0.03,86,19.599872656724393,0.6266666666666667,0.6166566965288043,18,0.11180124223602485,0.6182289149865562,19.0399273969223,9,0.03,34,4.504642797770186,0.5666666666666667,0.5911015989617868,9,0.055900621118012424,0.5896820480323091,4.386900828166243,4.041950515265924,5.666666666666675,4.271317015803399,0.906502883032598,3.1354476322333262,1.4864407585641781,-0.33333333333332993,1.4166303203786867,0.3585602024516429,1.1278805561125353,0.25,well_estimated,21,2,7.850000000000001 +300,16,9.933752848233766,161,16,0.05333333333333334,55,9.933752848233766,0.6066666666666667,0.6061324573447501,11,0.06832298136645963,0.6063463181847563,9.582172472068043,16,0.05333333333333334,85,19.070325045165827,0.6366666666666667,0.6195217460517616,18,0.11180124223602485,0.6216529772514711,18.456011728180613,16,0.05333333333333334,57,9.926556180286843,0.5866666666666667,0.6106410540692137,14,0.08695652173913043,0.6102713813478519,9.591123670444393,1.3389288707011504,3.0000000000000027,1.53066590667148,0.48602554218767435,0.8529033285134761,0.4508596724463576,-2.0000000000000018,0.3925063163095599,0.18517744950296433,0.2656822229433933,0.5,well_estimated,21,2,7.850000000000001 +300,27,17.871034390192417,161,27,0.09,82,17.871034390192417,0.6366666666666667,0.6208152154848022,16,0.09937888198757763,0.6241001383888548,17.0693287077061,27,0.09,92,21.281988503793812,0.6433333333333333,0.6224145553840185,19,0.11801242236024845,0.6241789828385487,20.779371360650387,27,0.09,82,17.853922109741728,0.6233333333333333,0.6214926043934469,18,0.11180124223602485,0.6240599008707838,17.18833952929073,0.15993398992162344,0.6666666666666599,0.007884444969386006,0.29302266389022436,-0.1330886739686009,0.06773889086446605,-1.333333333333342,-0.004023751807102904,0.14085082364474266,-0.07311193278027661,0.75,well_estimated,21,2,7.850000000000001 +300,32,22.770825774176554,161,32,0.10666666666666667,97,22.770825774176554,0.6466666666666666,0.6229140060632448,20,0.12422360248447205,0.6250644872276795,22.197982495614067,32,0.10666666666666667,97,22.770825774176554,0.6466666666666666,0.6229140060632448,20,0.12422360248447205,0.6250644872276795,22.197982495614067,32,0.10666666666666667,97,22.770825774176554,0.6466666666666666,0.6229140060632448,20,0.12422360248447205,0.6250644872276795,22.197982495614067,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,21,2,7.850000000000001 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5254011176940562,0,0.0,0.5241568320762072,0.0,0,0.0,80,17.66360084388853,0.59,0.6038157087890412,19,0.12179487179487179,0.6000727390643554,18.015676169457695,0,0.0,0,0.0,0.52,0.5254011176940562,0,0.0,0.5241568320762072,0.0,7.841459109498505,6.999999999999995,7.591590698814821,1.2337637758305238,6.607695333667981,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,21,3,7.850000000000001 +300,6,4.798381946366788,156,6,0.02,34,4.798381946366788,0.5633333333333334,0.577634769271018,5,0.03205128205128205,0.5765127354400867,4.711339008911523,6,0.02,85,19.209346034801765,0.5966666666666667,0.6067525068120508,20,0.1282051282051282,0.6029738854146988,19.493942519659278,6,0.02,36,4.778148282446893,0.5633333333333334,0.582796462037258,5,0.03205128205128205,0.581073220753013,4.700770960076192,2.911773754103286,3.3333333333333326,2.646114997461202,0.8497053074934307,2.0620684466098558,0.5161692766240011,0.0,0.4560485312926299,0.27604066449751585,0.24012861212648529,0.25,well_estimated,21,3,7.850000000000001 +300,10,9.537110351865989,156,10,0.03333333333333333,54,9.537110351865989,0.5833333333333334,0.5962894471782942,10,0.0641025641025641,0.5949270424869089,9.441535190837987,10,0.03333333333333333,86,19.3631370751914,0.5833333333333334,0.6078727729651149,22,0.14102564102564102,0.6045196116841256,19.57066006354793,10,0.03333333333333333,56,9.524781328465064,0.5866666666666667,0.5991905868257436,9,0.057692307692307696,0.59799397136015,9.366391724534626,1.1583325786820642,0.0,0.9592569197216738,0.5511871186428556,0.6071454600392086,0.29011396474493134,0.33333333333332993,0.3066928873241115,0.20563786660845224,0.0844760981364791,0.5,well_estimated,21,3,7.850000000000001 +300,12,14.066193982947402,156,12,0.04,70,14.066193982947402,0.5866666666666667,0.6052615555812709,16,0.10256410256410256,0.6032480163672602,14.03742297362516,12,0.04,87,19.75751668536724,0.5766666666666667,0.6081942359021768,23,0.14743589743589744,0.6049425315965888,19.90097633081366,12,0.04,70,14.060024409690802,0.5866666666666667,0.6053882010381907,16,0.10256410256410256,0.6030569560634678,14.054469670411056,0.2932680320905878,-1.0000000000000009,0.16945152293286192,0.35111697309061735,-0.05784894100002952,0.012664545691976059,0.0,-0.01910603037924563,0.06293483461899438,-0.05027028892701832,0.75,well_estimated,21,3,7.850000000000001 +300,21,21.59256273095905,156,21,0.07,92,21.59256273095905,0.58,0.6087739417976488,24,0.15384615384615385,0.6075292015706238,21.36623299486141,21,0.07,92,21.59256273095905,0.58,0.6087739417976488,24,0.15384615384615385,0.6075292015706238,21.36623299486141,21,0.07,92,21.59256273095905,0.58,0.6087739417976488,24,0.15384615384615385,0.6075292015706238,21.36623299486141,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,21,3,7.850000000000001 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5194772537152414,0,0.0,0.5127658524790761,0.0,0,0.0,87,20.725505788284963,0.5833333333333334,0.5975577021428471,20,0.12987012987012986,0.59641027156187,19.59009143829024,0,0.0,0,0.0,0.5133333333333333,0.5194772537152414,0,0.0,0.5127658524790761,0.0,7.808044842760564,7.000000000000006,8.364441908279385,1.626161822158164,6.181883020602401,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,22,0,8.550000000000002 +300,12,5.844389749485024,154,12,0.04,35,5.844389749485024,0.55,0.566963798531367,7,0.045454545454545456,0.5605723885953106,5.785602003778271,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,11,0.03666666666666667,38,5.839509278597921,0.5833333333333334,0.5786138658137653,5,0.032467532467532464,0.5732726937531044,5.615271664841325,3.237845482570556,4.999999999999993,3.7538118333152237,1.1745039965876336,2.0633414859829227,1.1650067282398258,3.3333333333333326,1.2700305157793856,0.3456756905427674,0.8193310376970584,0.25,well_estimated,22,0,8.550000000000002 +300,13,10.396251493239028,154,13,0.043333333333333335,56,10.396251493239028,0.5933333333333334,0.5888519856040209,9,0.05844155844155844,0.5829962067017402,10.11740360489775,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,13,0.043333333333333335,56,10.386203474105457,0.5866666666666667,0.5905771959210208,9,0.05844155844155844,0.5859959901366761,9.995108148137291,1.049026775305173,0.6666666666666599,1.5114300226722555,0.8178631886864604,0.2311635866187126,0.17252103169999033,-0.666666666666671,0.29997834349358987,0.26511109631117147,-0.09259006461118113,0.5,well_estimated,22,0,8.550000000000002 +300,10,15.672173081638737,154,10,0.03333333333333333,73,15.672173081638737,0.5833333333333334,0.5961329530564637,16,0.1038961038961039,0.59312939161198,15.024490881317321,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,10,0.03333333333333333,74,15.508110803386751,0.5866666666666667,0.5971286644665507,16,0.1038961038961039,0.5939423457237643,14.841974048254809,0.32093003006088416,1.6666666666666607,0.49811153164828204,0.44323851363411665,-0.12230848357323248,0.09957114100869191,0.33333333333332993,0.08129541117842809,0.23583488701329602,-0.1362637460046041,0.75,well_estimated,22,0,8.550000000000002 +300,10,21.24220227623091,154,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,10,0.03333333333333333,89,21.24220227623091,0.6,0.5993422533570726,19,0.12337662337662338,0.5981105069284628,20.23437473857067,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,22,0,8.550000000000002 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5254116339714421,0,0.0,0.5235561414521421,0.0,0,0.0,90,20.799846962226756,0.58,0.6085769704326203,23,0.14743589743589744,0.6105206618874477,20.165205277951014,0,0.0,0,0.0,0.52,0.5254116339714421,0,0.0,0.5235561414521421,0.0,8.316533646117819,5.999999999999995,8.696452043530556,1.4663503298566587,6.85018331626116,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,22,1,8.550000000000002 +300,5,6.07622963673149,156,5,0.016666666666666666,34,6.07622963673149,0.5533333333333333,0.5719426959257764,6,0.038461538461538464,0.5715634464079019,5.9018206081785465,5,0.016666666666666666,91,20.957837389934554,0.5766666666666667,0.6119718048790727,22,0.14102564102564102,0.6133031135684922,20.379421402729335,5,0.016666666666666666,41,6.05866579041398,0.5666666666666667,0.5870730608731431,5,0.03205128205128205,0.5858844580402549,5.938300095620282,4.0029108953296255,2.3333333333333317,4.17396671605903,0.9822542184480365,3.020656676881589,1.5130364947366748,1.3333333333333308,1.4321011632352998,0.42613550764426167,1.0869009870924131,0.25,well_estimated,22,1,8.550000000000002 +300,14,12.717167557128084,156,14,0.04666666666666667,64,12.717167557128084,0.5833333333333334,0.6021187906549459,11,0.07051282051282051,0.6022327190696642,12.383274205928288,14,0.04666666666666667,94,21.953287905656644,0.5833333333333334,0.6149804992474003,23,0.14743589743589744,0.6161577874454903,21.3508441196097,11,0.03666666666666667,65,12.710066143903026,0.5833333333333334,0.6065697396277041,11,0.07051282051282051,0.6055862926878045,12.536327402802078,1.286170859245439,0.0,1.3925068375826077,0.6669684667229255,0.6192023925225135,0.44509489727582174,0.0,0.335357361814026,0.334356225185811,0.11073867209001076,0.5,well_estimated,22,1,8.550000000000002 +300,16,18.96198342249457,156,16,0.05333333333333334,85,18.96198342249457,0.5866666666666667,0.613483509326012,18,0.11538461538461539,0.6139629630294017,18.522486290392486,16,0.05333333333333334,96,22.612529688953273,0.58,0.6152954399870735,24,0.15384615384615385,0.6169978363528157,21.981908782196914,16,0.05333333333333334,85,18.95741032077576,0.5966666666666667,0.6140760785028018,17,0.10897435897435898,0.6146426371982311,18.479895507724276,0.1811930661061445,-0.666666666666671,0.30348733234140113,0.22318455035342105,-0.041991484247276556,0.059256917678973675,1.0000000000000009,0.06796741688294139,0.21733171653821895,-0.15807479885924527,0.75,well_estimated,22,1,8.550000000000002 +300,20,22.26057315060765,156,20,0.06666666666666667,95,22.26057315060765,0.58,0.6154647214588936,24,0.15384615384615385,0.6171791346351867,21.662558956681334,20,0.06666666666666667,95,22.26057315060765,0.58,0.6154647214588936,24,0.15384615384615385,0.6171791346351867,21.662558956681334,20,0.06666666666666667,95,22.26057315060765,0.58,0.6154647214588936,24,0.15384615384615385,0.6171791346351867,21.662558956681334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,22,1,8.550000000000002 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5245601210704169,0,0.0,0.5208249094114134,0.0,0,0.0,93,21.3037140583773,0.6133333333333333,0.6053745327043129,22,0.13924050632911392,0.6075995119029016,20.378464585959247,0,0.0,0,0.0,0.5266666666666666,0.5245601210704169,0,0.0,0.5208249094114134,0.0,8.081441163389592,8.666666666666668,8.677460249148828,1.8174880623308003,6.263953101058791,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,22,2,8.550000000000002 +300,7,5.0990773185164855,158,7,0.023333333333333334,30,5.0990773185164855,0.5666666666666667,0.5620967306196081,6,0.0379746835443038,0.5584562120795367,5.035488141629114,7,0.023333333333333334,93,21.185045169790357,0.6233333333333333,0.6062174900986365,21,0.13291139240506328,0.6085021997394909,20.339918390919088,4,0.013333333333333334,39,5.082470315149271,0.5833333333333334,0.5798463879165127,4,0.02531645569620253,0.5782212818131296,4.782772882178617,4.412075947902839,5.666666666666664,5.004598765995427,1.3146434050221467,3.097432542880692,1.7749657296904586,1.6666666666666718,1.9765069733592933,0.47700165698254615,1.2979640727079125,0.25,well_estimated,22,2,8.550000000000002 +300,4,10.719979534567413,158,4,0.013333333333333334,58,10.719979534567413,0.6,0.5912315486107976,10,0.06329113924050633,0.5912240328107937,10.205466347970333,4,0.013333333333333334,95,22.000906722365112,0.6266666666666667,0.6060446930255886,21,0.13291139240506328,0.6088975912500257,21.016479490122126,4,0.013333333333333334,61,10.709664285656562,0.6133333333333333,0.5974422638198926,9,0.056962025316455694,0.5985680999648099,9.915517316358185,1.481314441479098,2.6666666666666727,1.7673558439232018,0.7607581354328998,0.7205563060461981,0.6210715209094997,1.3333333333333308,0.7344067154016143,0.4165731013208477,0.204498419588652,0.5,well_estimated,22,2,8.550000000000002 +300,6,15.614958598544291,158,6,0.02,77,15.614958598544291,0.6333333333333333,0.6040421150798291,13,0.08227848101265822,0.6060996557691561,14.770677594914108,6,0.02,95,21.931081391681037,0.6266666666666667,0.6061809543623435,21,0.13291139240506328,0.608591344860632,21.049934949113787,6,0.02,77,15.611976473574039,0.6233333333333333,0.6042952434219142,15,0.0949367088607595,0.6059330338563527,14.848038190721873,0.21388392825144598,-0.6666666666666599,0.24916890914759016,0.38134961096317904,-0.16746568271173307,0.025312834208512935,-1.0000000000000009,-0.016662191280347738,0.04347502280006027,-0.018162188591547335,0.75,well_estimated,22,2,8.550000000000002 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+300,19,22.782229152806725,147,19,0.06333333333333334,96,22.782229152806725,0.5933333333333334,0.6117898106576113,21,0.14285714285714285,0.6119342066805562,22.140542134101693,19,0.06333333333333334,96,22.782229152806725,0.5933333333333334,0.6117898106576113,21,0.14285714285714285,0.6119342066805562,22.140542134101693,19,0.06333333333333334,96,22.782229152806725,0.5933333333333334,0.6117898106576113,21,0.14285714285714285,0.6119342066805562,22.140542134101693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,22,3,8.550000000000002 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5392044759988996,0,0.0,0.5310850408337158,0.0,0,0.0,80,18.062365159668857,0.5833333333333334,0.6064480993303706,25,0.1524390243902439,0.5962090541814217,18.325265341613047,0,0.0,0,0.0,0.5466666666666666,0.5392044759988996,0,0.0,0.5310850408337158,0.0,6.724362333147093,3.6666666666666736,6.5124013347705905,1.1188836018542034,5.60547873129289,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,23,0,7.199999999999996 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+300,16,11.870311333942306,164,16,0.05333333333333334,61,11.870311333942306,0.6133333333333333,0.6053756231182507,14,0.08536585365853659,0.5960491634948019,12.06273422906726,16,0.05333333333333334,86,19.303567637752536,0.6166666666666667,0.6162650049199189,24,0.14634146341463414,0.6068595529742885,19.51736330396399,16,0.05333333333333334,63,11.863526412885578,0.5966666666666667,0.6107263512062423,17,0.10365853658536585,0.6017654354153704,11.936077713648839,1.0889381801668208,0.33333333333334103,1.0810389479486648,0.4275302274887785,0.6614079526780423,0.5350728087991641,-1.6666666666666607,0.5716271920568561,0.24069698700635364,0.2943758217928104,0.5,well_estimated,23,0,7.199999999999996 +300,25,17.67538116832816,164,25,0.08333333333333333,82,17.67538116832816,0.6033333333333334,0.6169152231270321,24,0.14634146341463414,0.608599964431848,17.72680212563296,25,0.08333333333333333,90,20.527671994970742,0.6166666666666667,0.6178662170448402,25,0.1524390243902439,0.6086931817104109,20.71037914313424,25,0.08333333333333333,82,17.609959077604465,0.61,0.617428587952006,24,0.14634146341463414,0.6087011027595332,17.70065433644399,0.09509939178081739,1.3333333333333308,0.009321727856281825,0.1630066459021672,-0.06790725412134982,0.051336482497388314,0.6666666666666599,0.01011383276851019,0.06737158294456458,-0.016035100447176265,0.75,well_estimated,23,0,7.199999999999996 +300,31,20.976521634073737,164,31,0.10333333333333333,92,20.976521634073737,0.63,0.6182743901510892,24,0.14634146341463414,0.6101385054311993,21.004144278603693,31,0.10333333333333333,92,20.976521634073737,0.63,0.6182743901510892,24,0.14634146341463414,0.6101385054311993,21.004144278603693,31,0.10333333333333333,92,20.976521634073737,0.63,0.6182743901510892,24,0.14634146341463414,0.6101385054311993,21.004144278603693,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,23,0,7.199999999999996 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5391907978170506,0,0.0,0.5285926467742114,0.0,0,0.0,74,15.481929498122957,0.6233333333333333,0.6090464028953694,15,0.09090909090909091,0.5987942876984935,15.504077575955584,0,0.0,0,0.0,0.55,0.5391907978170506,0,0.0,0.5285926467742114,0.0,6.985560507831878,7.333333333333325,7.020164092428216,0.9098944259028022,6.075666081929076,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,23,1,7.199999999999996 +300,10,5.849728793191932,165,10,0.03333333333333333,34,5.849728793191932,0.6033333333333334,0.5841578447657602,6,0.03636363636363636,0.5746763980591806,5.696652980698189,10,0.03333333333333333,77,15.657516749829108,0.6233333333333333,0.6154889883466803,17,0.10303030303030303,0.6058197346934797,15.612736045970674,10,0.03333333333333333,41,5.843129856694825,0.6333333333333333,0.5984875362418091,4,0.024242424242424242,0.5893726301564663,5.7085315990573005,3.133114358092015,1.9999999999999907,3.1143336634299135,0.6053887599128225,2.5277255981791926,1.43296914760489,2.9999999999999916,1.4696232097285766,0.39686744531394985,1.0361017022909402,0.25,well_estimated,23,1,7.199999999999996 +300,15,9.911516144671312,165,15,0.05,54,9.911516144671312,0.6133333333333333,0.6042777332843301,12,0.07272727272727272,0.5952804261975821,9.73833731125604,15,0.05,80,16.554988314836052,0.6233333333333333,0.617152438611789,18,0.10909090909090909,0.6078274584792628,16.468219919165126,15,0.05,58,9.909543578814935,0.6133333333333333,0.6101520510091244,12,0.07272727272727272,0.6020014978451947,9.68541355419363,1.2874705327458935,1.0000000000000009,1.2547032281680637,0.3994542970814187,0.8880162356644747,0.5874317724794298,0.0,0.6721071647612598,0.26917928099821414,0.31825249148121565,0.5,well_estimated,23,1,7.199999999999996 +300,25,15.555972448380453,165,25,0.08333333333333333,78,15.555972448380453,0.6133333333333333,0.6178253245622383,18,0.10909090909090909,0.60898352299835,15.37713411646909,25,0.08333333333333333,85,18.018513874564725,0.62,0.6187805899815324,20,0.12121212121212122,0.6098047859875991,17.87526442873386,24,0.08,78,15.551067448439541,0.6166666666666667,0.6181746761845303,18,0.10909090909090909,0.6092121882698837,15.401950412759149,0.09552654192941379,0.666666666666671,0.08212629892491163,0.11137032836205957,-0.01584378643264578,0.034935162229199346,0.33333333333334103,0.02286652715336457,0.015121885053938836,0.01981327717526051,0.75,well_estimated,23,1,7.199999999999996 +300,33,18.847004981732983,165,33,0.11,88,18.847004981732983,0.62,0.6191604098742872,20,0.12121212121212122,0.611189564704922,18.589946178741563,33,0.11,88,18.847004981732983,0.62,0.6191604098742872,20,0.12121212121212122,0.611189564704922,18.589946178741563,33,0.11,88,18.847004981732983,0.62,0.6191604098742872,20,0.12121212121212122,0.611189564704922,18.589946178741563,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,23,1,7.199999999999996 +300,0,0.0,140,0,0.0,0,0.0,0.4666666666666667,0.5140446282183739,0,0.0,0.5076625058245462,0.0,0,0.0,93,19.63891099228807,0.5733333333333334,0.6024412046181605,15,0.10714285714285714,0.5968031179793055,19.663103374186207,0,0.0,0,0.0,0.4666666666666667,0.5140446282183739,0,0.0,0.5076625058245462,0.0,8.83965763997866,10.666666666666668,8.914061215475932,1.2151936591276045,7.624463980851055,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,23,2,7.199999999999996 +300,7,4.196361813420178,140,7,0.023333333333333334,28,4.196361813420178,0.5066666666666667,0.5540788132315515,4,0.02857142857142857,0.5463159073465657,4.320791506991106,7,0.023333333333333334,97,20.567778479235493,0.5733333333333334,0.605737390814105,17,0.12142857142857143,0.599100695998444,20.691281622521423,7,0.023333333333333334,39,4.194882739070366,0.53,0.5766241302812369,2,0.014285714285714285,0.570378253177998,4.194304190165318,5.165857758255354,6.666666666666665,5.2784788651878305,0.9625633877128565,4.203294370542498,2.254531704968543,2.3333333333333317,2.4062345831432297,0.42352433359013014,1.831007371378413,0.25,well_estimated,23,2,7.199999999999996 +300,11,11.269608170624217,140,11,0.03666666666666667,65,11.269608170624217,0.56,0.5933393916504633,10,0.07142857142857142,0.5868138560820213,11.324733517812069,11,0.03666666666666667,98,20.772559058695084,0.5733333333333334,0.6064417636807906,17,0.12142857142857143,0.5993085404253532,20.99057171559853,11,0.03666666666666667,69,11.246534544753617,0.5633333333333334,0.6008733437892058,9,0.06428571428571428,0.5939748057751547,11.31361770620956,1.310237203032727,1.3333333333333308,1.2494684343331897,0.4740197995531273,0.8362174034795997,0.7533952138742417,0.33333333333332993,0.7160949693133412,0.23057303607580737,0.5228221777984343,0.5,well_estimated,23,2,7.199999999999996 +300,14,16.119205918722013,140,14,0.04666666666666667,84,16.119205918722013,0.57,0.6047509680159775,13,0.09285714285714286,0.5977155950777968,16.238041065688634,14,0.04666666666666667,100,21.66218019351173,0.57,0.6068041781740328,19,0.1357142857142857,0.6001109772469884,21.775069507710334,14,0.04666666666666667,85,16.09680582625269,0.57,0.6053514119127079,12,0.08571428571428572,0.5989356799780277,16.1469556420304,0.2053210158055263,0.0,0.2395382169191551,0.2973949919306661,-0.09207397612513979,0.06004438967304182,0.0,0.12200849002308445,0.1254366746692499,-0.06539228499620808,0.75,well_estimated,23,2,7.199999999999996 +300,18,22.10541320365653,140,18,0.06,101,22.10541320365653,0.5633333333333334,0.6071709115181783,20,0.14285714285714285,0.6000193354721148,22.25000874684727,18,0.06,101,22.10541320365653,0.5633333333333334,0.6071709115181783,20,0.14285714285714285,0.6000193354721148,22.25000874684727,18,0.06,101,22.10541320365653,0.5633333333333334,0.6071709115181783,20,0.14285714285714285,0.6000193354721148,22.25000874684727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,23,2,7.199999999999996 +300,0,0.0,170,0,0.0,0,0.0,0.5666666666666667,0.5339590879705121,0,0.0,0.5257179011417998,0.0,0,0.0,82,18.066130048322407,0.63,0.604006074680364,22,0.12941176470588237,0.5942000413588773,18.323673980964582,0,0.0,0,0.0,0.5666666666666667,0.5339590879705121,0,0.0,0.5257179011417998,0.0,7.004698670985199,6.333333333333336,6.848214021707744,0.9656153499807538,6.039083321004446,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,23,3,7.199999999999996 +300,7,3.8534766833198963,170,7,0.023333333333333334,24,3.8534766833198963,0.6033333333333334,0.5692809648214058,4,0.023529411764705882,0.5623956418203252,3.6859394434055908,7,0.023333333333333334,80,17.020942559831425,0.65,0.609894459074352,19,0.11176470588235295,0.6009076964017771,17.16806268577864,7,0.023333333333333334,30,3.843656948921874,0.62,0.582307563186626,4,0.023529411764705882,0.5731580813540634,3.998523120055992,4.061349425294624,4.666666666666663,3.8512054581451904,0.7083918964499939,3.3529575288446303,1.3026598365220243,1.6666666666666607,1.0762439533738233,0.3246068304070646,0.9780530061149597,0.25,well_estimated,23,3,7.199999999999996 +300,11,9.299400132629083,170,11,0.03666666666666667,53,9.299400132629083,0.6333333333333333,0.5999242996804504,11,0.06470588235294118,0.5912095372856312,9.43892478436407,11,0.03666666666666667,84,18.200979824161298,0.6466666666666666,0.6114832953289926,20,0.11764705882352941,0.6023664857096055,18.37599865593887,11,0.03666666666666667,55,9.293527384030632,0.6466666666666666,0.6032931934881695,9,0.052941176470588235,0.5936991202038384,9.516770607323805,1.1558995648542236,1.3333333333333308,1.11569484239743,0.40495763346690367,0.75094193138732,0.3368893807719098,1.3333333333333308,0.24895829182072227,0.16593275884227487,0.1709566219296349,0.5,well_estimated,23,3,7.199999999999996 +300,16,14.329735363116718,170,16,0.05333333333333334,72,14.329735363116718,0.65,0.6104628064433113,17,0.1,0.6014974856122822,14.520451086599662,16,0.05333333333333334,85,18.535146069407155,0.6466666666666666,0.6129536767361421,21,0.12352941176470589,0.6036189297007231,18.73376740696505,16,0.05333333333333334,72,14.307497416539967,0.64,0.6112838335927353,17,0.1,0.6022405181685265,14.47660290042295,0.24908702928307935,-0.33333333333334103,0.2121444088440838,0.2650327799764141,-0.01594575069333476,0.08210271494240029,-1.0000000000000009,0.07430325562443052,0.1958412641158087,-0.11373854917340842,0.75,well_estimated,23,3,7.199999999999996 +300,30,20.435341866639185,170,30,0.1,92,20.435341866639185,0.6333333333333333,0.6145891856173074,24,0.1411764705882353,0.6052015497360507,20.671259966357013,30,0.1,92,20.435341866639185,0.6333333333333333,0.6145891856173074,24,0.1411764705882353,0.6052015497360507,20.671259966357013,30,0.1,92,20.435341866639185,0.6333333333333333,0.6145891856173074,24,0.1411764705882353,0.6052015497360507,20.671259966357013,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,23,3,7.199999999999996 +300,0,0.0,150,0,0.0,0,0.0,0.5,0.5180742687210242,0,0.0,0.5161431092260892,0.0,0,0.0,91,22.379156811590253,0.5633333333333334,0.5872135054566476,25,0.16666666666666666,0.5897299076662701,21.68852302295702,0,0.0,0,0.0,0.5,0.5180742687210242,0,0.0,0.5161431092260892,0.0,6.913923673562339,6.333333333333336,7.35867984401809,1.5212457983457917,5.392677875216547,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,24,0,8.800000000000008 +300,8,3.852381557615687,150,8,0.02666666666666667,25,3.852381557615687,0.5366666666666666,0.550632099546928,4,0.02666666666666667,0.5491620345024364,3.6639951066750482,8,0.02666666666666667,92,21.803102112212766,0.5733333333333334,0.5935903882871876,25,0.16666666666666666,0.595434491537171,21.040272005368703,8,0.02666666666666667,29,3.7982360183066435,0.54,0.5622614308020483,4,0.02666666666666667,0.5611743472872699,3.66217085953886,4.295828874025953,3.6666666666666736,4.627245703473459,1.2523207879303464,3.0435080860956067,1.1629331255120223,0.33333333333334103,1.20123127848335,0.5773109705538912,0.5856221549581311,0.25,well_estimated,24,0,8.800000000000008 +300,14,9.64572817259305,150,14,0.04666666666666667,52,9.64572817259305,0.5633333333333334,0.5764497391243727,10,0.06666666666666667,0.5770297141434125,9.325187967608663,14,0.04666666666666667,95,22.76491261888309,0.5866666666666667,0.5958320831760389,24,0.16,0.5984113276051912,21.914370571949654,14,0.04666666666666667,53,9.619307530308154,0.57,0.5816228192025962,9,0.06,0.5811726935078619,9.299700554442733,1.9382344051666167,2.3333333333333317,2.1381613461778692,0.8296833181431035,1.1085510870235131,0.517308007822348,0.6666666666666599,0.4142979364449406,0.4058918089233754,0.11141619889897258,0.5,well_estimated,24,0,8.800000000000008 +300,24,18.39797624943514,150,24,0.08,83,18.39797624943514,0.5833333333333334,0.5957966494091265,20,0.13333333333333333,0.5981942792707737,17.72743400930573,24,0.08,97,23.53424800404453,0.5866666666666667,0.5976020491311204,25,0.16666666666666666,0.6002323834842946,22.77397580328566,24,0.08,83,18.381948733836847,0.58,0.5958389051466287,21,0.14,0.5975376490164996,17.776687530515034,0.18053997219938944,0.33333333333332993,0.20381042135209082,0.30927659399335616,-0.12873662179396672,0.004225573750227252,-0.33333333333334103,-0.06566302542740932,0.08884595249301913,-0.08462037874279188,0.75,well_estimated,24,0,8.800000000000008 +300,31,24.144221190451393,150,31,0.10333333333333333,99,24.144221190451393,0.59,0.5978513008947456,26,0.17333333333333334,0.6011646026613146,23.332545287887182,31,0.10333333333333333,99,24.144221190451393,0.59,0.5978513008947456,26,0.17333333333333334,0.6011646026613146,23.332545287887182,31,0.10333333333333333,99,24.144221190451393,0.59,0.5978513008947456,26,0.17333333333333334,0.6011646026613146,23.332545287887182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,24,0,8.800000000000008 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5306699115225058,0,0.0,0.5300481610434646,0.0,0,0.0,77,15.826654689473575,0.6133333333333333,0.6050037741294089,13,0.08496732026143791,0.6116270666698344,14.787520447098853,0,0.0,0,0.0,0.51,0.5306699115225058,0,0.0,0.5300481610434646,0.0,7.433386260690311,10.333333333333329,8.157890562636972,1.4593909064230703,5.97399535426724,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,24,1,8.800000000000008 +300,8,4.267805827224029,153,8,0.02666666666666667,28,4.267805827224029,0.55,0.567913322796804,5,0.032679738562091505,0.5697200060345176,4.017197932078584,8,0.02666666666666667,81,16.457023783819515,0.6233333333333333,0.6113711662773862,13,0.08496732026143791,0.617297333146309,15.493892147131378,8,0.02666666666666667,35,4.265042630399735,0.56,0.5862975570651626,4,0.026143790849673203,0.589367805896938,3.8987888183999178,4.345784348058224,7.333333333333325,4.757732711179141,1.3732181257676024,2.972566222290622,1.8384234268358668,1.0000000000000009,1.964779986242049,0.6207664395698291,1.2176569872660377,0.25,well_estimated,24,1,8.800000000000008 +300,20,10.730816506646384,153,20,0.06666666666666667,61,10.730816506646384,0.6,0.6031522563611526,8,0.05228758169934641,0.6078026301349022,10.128874111649157,20,0.06666666666666667,86,17.881016820079896,0.6166666666666667,0.6162466712964787,15,0.09803921568627451,0.622959746783035,16.79381530102709,19,0.06333333333333334,65,10.716763227024568,0.6,0.6106969653768194,8,0.05228758169934641,0.6149627503015532,10.023130915322113,1.3094414935326149,1.6666666666666718,1.5157116648132796,0.7365506121594547,0.5728908813731601,0.754470901566684,0.0,0.7160120166651018,0.6269621869605427,0.12750871460614122,0.5,well_estimated,24,1,8.800000000000008 +300,21,15.269660793630667,153,21,0.07,78,15.269660793630667,0.6133333333333333,0.6147081788492005,12,0.0784313725490196,0.6211548198031467,14.26587981062191,21,0.07,86,17.881016820079896,0.6133333333333333,0.61629770490914,15,0.09803921568627451,0.6230405394159519,16.79381530102709,21,0.07,79,15.167959833870109,0.61,0.6156057025630008,12,0.0784313725490196,0.6212314798707953,14.236825679663985,0.1589526059939561,0.0,0.1885719612805259,0.17713311488413572,-0.01818050889017961,0.08975237138003633,-0.33333333333332993,0.0076660067648615104,0.17446982693790888,-0.08471745555787255,0.75,well_estimated,24,1,8.800000000000008 +300,23,18.680037184681268,153,23,0.07666666666666666,88,18.680037184681268,0.61,0.6163535330710679,16,0.10457516339869281,0.6228963446289997,17.629460203606854,23,0.07666666666666666,88,18.680037184681268,0.61,0.6163535330710679,16,0.10457516339869281,0.6228963446289997,17.629460203606854,23,0.07666666666666666,88,18.680037184681268,0.61,0.6163535330710679,16,0.10457516339869281,0.6228963446289997,17.629460203606854,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,24,1,8.800000000000008 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5607363366993059,0,0.0,0.5595397350774014,0.0,0,0.0,58,13.593623881262252,0.6366666666666667,0.608031414259075,7,0.04242424242424243,0.608769832343759,13.078818157070485,0,0.0,0,0.0,0.55,0.5607363366993059,0,0.0,0.5595397350774014,0.0,4.729507755976914,8.666666666666668,4.9230097266357635,1.084812927573754,3.6446948284031597,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,24,2,8.800000000000008 +300,7,3.226316884821401,165,7,0.023333333333333334,18,3.226316884821401,0.58,0.5842990182454955,1,0.006060606060606061,0.5841341412753807,3.109713536129696,7,0.023333333333333334,59,13.592205539422704,0.6366666666666667,0.6127065249384187,7,0.04242424242424243,0.614123506664076,13.00066865068251,6,0.02,22,3.1827206516351048,0.6,0.593843736185014,0,0.0,0.5932729676168461,3.032285281713605,2.8407506692923246,5.666666666666675,2.9989365388695344,0.8201469769880358,2.020603692304289,0.9544717939518499,2.0000000000000018,0.9138826341465456,0.4313476956367719,0.523124098315078,0.25,well_estimated,24,2,8.800000000000008 +300,6,7.409081115886406,165,6,0.02,38,7.409081115886406,0.6133333333333333,0.6043805289798416,4,0.024242424242424242,0.6035961071269582,7.186272475830884,6,0.02,60,13.923206936493758,0.64,0.6124400510104621,7,0.04242424242424243,0.613762948274966,13.326881934417091,6,0.02,38,7.39979009294907,0.6166666666666667,0.6065903725011803,4,0.024242424242424242,0.6065355591479877,7.125047085526832,0.8059522030620436,2.6666666666666727,1.016684114800781,0.5089164349469673,0.29703576811507637,0.22098435213386836,0.33333333333334103,0.29394520210295205,0.2638244244602139,-0.04284007232634557,0.5,well_estimated,24,2,8.800000000000008 +300,12,11.003571105256958,165,12,0.04,51,11.003571105256958,0.6233333333333333,0.6118812858631617,6,0.03636363636363636,0.612551789574811,10.573804046546103,12,0.04,62,14.475049404354008,0.6366666666666667,0.6137162609918974,8,0.048484848484848485,0.6158133312754523,13.861968664221578,11,0.03666666666666667,51,10.93911187105241,0.63,0.6125485062935524,6,0.03636363636363636,0.6135295730041567,10.45978993065551,0.18349751287356497,1.333333333333342,0.32615417006413017,0.22308543821332832,-0.03958792533976335,0.06672204303906915,0.666666666666671,0.09777834293456245,0.08292135192319805,-0.016199308884128905,0.75,well_estimated,24,2,8.800000000000008 +300,17,16.092642258696987,165,17,0.056666666666666664,66,16.092642258696987,0.6366666666666667,0.6138737177926781,10,0.06060606060606061,0.616873794185904,15.36172464249416,17,0.056666666666666664,66,16.092642258696987,0.6366666666666667,0.6138737177926781,10,0.06060606060606061,0.616873794185904,15.36172464249416,17,0.056666666666666664,66,16.092642258696987,0.6366666666666667,0.6138737177926781,10,0.06060606060606061,0.616873794185904,15.36172464249416,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,24,2,8.800000000000008 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5187695481080441,0,0.0,0.5204712174603434,0.0,0,0.0,90,20.821310445227816,0.6333333333333333,0.5989750544559536,16,0.1038961038961039,0.603637701452296,20.353818466293085,0,0.0,0,0.0,0.5133333333333333,0.5187695481080441,0,0.0,0.5204712174603434,0.0,8.020550634790947,12.0,8.316648399195259,1.6482175955984637,6.372333039192483,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,24,3,8.800000000000008 +300,10,5.394364006316657,154,10,0.03333333333333333,33,5.394364006316657,0.5833333333333334,0.5654799892271872,3,0.01948051948051948,0.5687319111511235,5.1808826579915,10,0.03333333333333333,91,20.725429965128242,0.63,0.6052506441154354,17,0.11038961038961038,0.6103170884531177,20.23757346625872,10,0.03333333333333333,39,5.389205215573808,0.61,0.5796349532452922,3,0.01948051948051948,0.583726899553991,5.014452934570286,3.977065488824816,4.666666666666663,4.158517730199418,1.0845353867497771,2.892530102075039,1.415496401810501,2.6666666666666616,1.4994988402867504,0.3705835190235383,1.0449128827869627,0.25,well_estimated,24,3,8.800000000000008 +300,10,10.11373527629586,154,10,0.03333333333333333,56,10.11373527629586,0.62,0.590315312072445,7,0.045454545454545456,0.5951067179895303,9.611756485574077,10,0.03333333333333333,91,20.725429965128242,0.63,0.6052506441154354,17,0.11038961038961038,0.6103170884531177,20.23757346625872,10,0.03333333333333333,59,10.112455395206231,0.6266666666666667,0.5957512408549174,6,0.03896103896103896,0.5994302839696817,9.855848033573597,1.4935332042990357,1.0000000000000009,1.521037046358742,0.7103729865959253,0.7831602177031104,0.5435928782472343,0.666666666666671,0.4323565980151378,0.32804385560100613,0.21554902264622822,0.5,well_estimated,24,3,8.800000000000008 +300,18,17.204332827338348,154,18,0.06,82,17.204332827338348,0.6433333333333333,0.604579851671635,11,0.07142857142857142,0.6104188377297426,16.563308176987466,18,0.06,95,22.039916383583208,0.64,0.6071745725912381,17,0.11038961038961038,0.6119804006501841,21.554191426698292,18,0.06,82,17.18152479414948,0.6333333333333333,0.6055557637935367,12,0.07792207792207792,0.6116217807159315,16.610331462745133,0.25947209196031107,-0.33333333333332993,0.1561562920441517,0.5092629326205766,-0.24979084066026558,0.09759121219017342,-1.0000000000000009,0.12029429861889485,0.3971569496924029,-0.2995657375022295,0.75,well_estimated,24,3,8.800000000000008 +300,25,23.938328441317918,154,25,0.08333333333333333,101,23.938328441317918,0.6366666666666667,0.6078270959971148,19,0.12337662337662338,0.6147469977365807,23.328683300665464,25,0.08333333333333333,101,23.938328441317918,0.6366666666666667,0.6078270959971148,19,0.12337662337662338,0.6147469977365807,23.328683300665464,25,0.08333333333333333,101,23.938328441317918,0.6366666666666667,0.6078270959971148,19,0.12337662337662338,0.6147469977365807,23.328683300665464,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,24,3,8.800000000000008 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5259583277947024,0,0.0,0.5250733944020808,0.0,0,0.0,101,21.80567776363275,0.62,0.6276700127147609,21,0.13636363636363635,0.6204083677238291,22.496071994309016,0,0.0,0,0.0,0.5133333333333333,0.5259583277947024,0,0.0,0.5250733944020808,0.0,10.171168492005844,10.666666666666668,9.533497332174834,1.455175321569135,8.71599317043671,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,25,0,7.050000000000001 +300,3,5.132426271855027,154,3,0.01,34,5.132426271855027,0.5333333333333333,0.57443730743527,8,0.05194805194805195,0.5706870878738916,5.488986643511866,3,0.01,101,21.589625647721306,0.6233333333333333,0.6288193034528942,21,0.13636363636363635,0.621307589093198,22.34949507231992,3,0.01,39,5.128118778788277,0.5733333333333334,0.5916533200765455,5,0.032467532467532464,0.5870285731440046,5.530517900744704,5.438199601762417,8.999999999999996,5.06205012193065,0.9562638484934053,4.481935753269012,1.721601264127548,4.0000000000000036,1.6341485270113032,0.381364538232876,1.340236725894672,0.25,well_estimated,25,0,7.050000000000001 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+300,14,15.54030520978328,161,14,0.04666666666666667,73,15.54030520978328,0.6266666666666667,0.6134661688548285,17,0.10559006211180125,0.6066974372648789,15.694091559619736,14,0.04666666666666667,91,21.825839537481016,0.63,0.616541224476811,22,0.13664596273291926,0.6087388602438885,22.040067469786557,14,0.04666666666666667,74,15.528340550964684,0.6233333333333333,0.6142959258211274,16,0.09937888198757763,0.6071365409013181,15.724487437182724,0.3075055621982514,0.33333333333332993,0.2041422979009555,0.27306815771206067,0.03443740448619076,0.08297569662988336,-0.33333333333334103,0.04391036364391754,0.12685280980275204,-0.04387711317286869,0.75,well_estimated,25,3,7.050000000000001 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+300,17,9.935358318339553,164,17,0.056666666666666664,53,9.935358318339553,0.6033333333333334,0.6046542443355889,10,0.06097560975609756,0.5996512589631955,9.898185827139093,17,0.056666666666666664,90,21.576840368340733,0.6433333333333333,0.6199893483703285,18,0.10975609756097561,0.6170968684929851,21.145152716538302,17,0.056666666666666664,54,9.93503678733919,0.5966666666666667,0.6104983173743509,11,0.06707317073170732,0.6060409798117178,9.806928289972735,1.5335104034739588,3.9999999999999925,1.7445609529789574,0.9455538025578923,0.5879566009160665,0.5844073038761999,-0.666666666666671,0.6389720848522296,0.34002640764318376,0.24438089623301612,0.5,well_estimated,26,0,8.850000000000001 +300,26,17.489685522832307,164,26,0.08666666666666667,78,17.489685522832307,0.63,0.6186465099436177,15,0.09146341463414634,0.6169785937521126,16.86443908646343,26,0.08666666666666667,94,22.879644463238844,0.66,0.6211382020041615,18,0.10975609756097561,0.6193392847947267,22.269458811889795,26,0.08666666666666667,79,17.46369149026761,0.63,0.61995230807256,15,0.09146341463414634,0.6175920725071038,16.956750849601942,0.2491692060543782,3.0000000000000027,0.23606910426140493,0.4172282064743878,-0.1680590004200096,0.13057981289422704,0.0,0.06134787549911813,0.2223533482646916,-0.09177353537046457,0.75,well_estimated,26,0,8.850000000000001 +300,33,22.50855714338412,164,33,0.11,93,22.50855714338412,0.6433333333333333,0.6214608653169266,19,0.11585365853658537,0.619830349667871,21.866077069778413,33,0.11,93,22.50855714338412,0.6433333333333333,0.6214608653169266,19,0.11585365853658537,0.619830349667871,21.866077069778413,33,0.11,93,22.50855714338412,0.6433333333333333,0.6214608653169266,19,0.11585365853658537,0.619830349667871,21.866077069778413,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,26,0,8.850000000000001 +300,0,0.0,142,0,0.0,0,0.0,0.47333333333333333,0.5216687037385751,0,0.0,0.5200146889635895,0.0,0,0.0,92,21.425064273064216,0.6066666666666667,0.6056048607263459,15,0.1056338028169014,0.6072120603095721,20.68753058495323,0,0.0,0,0.0,0.47333333333333333,0.5216687037385751,0,0.0,0.5200146889635895,0.0,8.39361569877708,13.333333333333336,8.71973713459826,1.7198096460848193,6.67380605269226,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,26,1,8.850000000000001 +300,6,3.739350197305297,142,6,0.02,27,3.739350197305297,0.54,0.5662107244305288,1,0.007042253521126761,0.5662048425997569,3.51954837308634,6,0.02,93,21.44013637956693,0.6266666666666667,0.6076697691563746,13,0.09154929577464789,0.6087053426956265,20.738511659626578,6,0.02,32,3.7371564714857852,0.5366666666666666,0.5785943241243345,3,0.02112676056338028,0.578413217203601,3.5256739589557586,4.145904472584583,8.666666666666668,4.250050009586959,1.3338880081990945,2.812016464385488,1.2383599693805758,-0.33333333333334103,1.2208374603844052,0.2708116309587263,0.9675483384218495,0.25,well_estimated,26,1,8.850000000000001 +300,15,10.750989120655332,142,15,0.05,60,10.750989120655332,0.5933333333333334,0.5985029542083392,7,0.04929577464788732,0.5978312585277575,10.409790893832236,15,0.05,95,21.712102487147806,0.6333333333333333,0.6087955435677297,13,0.09154929577464789,0.6083893440012151,21.133683948340835,15,0.05,61,10.749173381708609,0.6033333333333334,0.6018848497451751,5,0.035211267605633804,0.6017484603370223,10.403060501380136,1.029258935939048,3.9999999999999925,1.0558085473457601,0.7269550961588306,0.30230383978021746,0.3381895536835877,1.0000000000000009,0.3917201809264803,0.25655330255438313,0.08163625112920458,0.5,well_estimated,26,1,8.850000000000001 +300,16,16.012752611479716,142,16,0.05333333333333334,78,16.012752611479716,0.6266666666666667,0.6065393180609504,8,0.056338028169014086,0.6058643092764555,15.648860670439564,16,0.05333333333333334,96,22.076628626689736,0.6366666666666667,0.608820090612323,13,0.09154929577464789,0.6084870361277107,21.4814280523034,15,0.05,78,15.941118474288048,0.62,0.6071414421742831,10,0.07042253521126761,0.6075228771301897,15.382638661961888,0.22807725513726007,1.0000000000000009,0.2622726851255197,0.40946641562329283,-0.18138916048603276,0.060212411333271376,-0.666666666666671,0.1658567853734194,0.15876965460038564,-0.09855724326711426,0.75,well_estimated,26,1,8.850000000000001 +300,20,22.253017710679202,142,20,0.06666666666666667,96,22.253017710679202,0.63,0.6088391614235374,14,0.09859154929577464,0.6080667173630339,21.758218412445796,20,0.06666666666666667,96,22.253017710679202,0.63,0.6088391614235374,14,0.09859154929577464,0.6080667173630339,21.758218412445796,20,0.06666666666666667,96,22.253017710679202,0.63,0.6088391614235374,14,0.09859154929577464,0.6080667173630339,21.758218412445796,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,26,1,8.850000000000001 +300,0,0.0,150,0,0.0,0,0.0,0.5,0.4987031700064,0,0.0,0.494610742543108,0.0,0,0.0,95,22.10418615485492,0.6033333333333334,0.5830024031594266,19,0.12666666666666668,0.5803071358448669,21.619768264022536,0,0.0,0,0.0,0.5,0.4987031700064,0,0.0,0.494610742543108,0.0,8.429923315302663,10.33333333333334,8.569639330175892,1.7524508122817757,6.677472503020887,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,26,2,8.850000000000001 +300,5,5.814361226841072,150,5,0.016666666666666666,33,5.814361226841072,0.5266666666666666,0.5391325478472062,8,0.05333333333333334,0.5375851194923776,5.405735338346433,5,0.016666666666666666,99,23.30161892970657,0.62,0.5849615881931753,19,0.12666666666666668,0.5826068558015834,22.790453083719658,5,0.016666666666666666,40,5.795897748394063,0.55,0.553833135285505,7,0.04666666666666667,0.5512293400789632,5.526722573819143,4.582904034596913,9.333333333333337,4.502173630920581,1.3137456823923654,3.2691583522045473,1.4700587438298829,2.333333333333343,1.3644220586585543,0.4511421131065856,1.0189166307232973,0.25,well_estimated,26,2,8.850000000000001 +300,5,13.931730353878185,150,5,0.016666666666666666,68,13.931730353878185,0.5733333333333334,0.5714308134987915,13,0.08666666666666667,0.568540868811285,13.63942005814622,5,0.016666666666666666,99,23.30161892970657,0.62,0.5849615881931753,19,0.12666666666666668,0.5826068558015834,22.790453083719658,5,0.016666666666666666,70,13.93159253985823,0.5866666666666667,0.5768337964227802,12,0.08,0.5744719614670921,13.486159706825553,1.3530774694383796,4.666666666666663,1.4065986990298485,0.5986922302185904,0.7543852392197892,0.5402982923988664,1.3333333333333308,0.5931092655807157,0.4109282365528368,0.12937005584602962,0.5,well_estimated,26,2,8.850000000000001 +300,11,18.86352057776579,150,11,0.03666666666666667,86,18.86352057776579,0.61,0.5839758379069333,15,0.1,0.5815569206739933,18.429577860254273,11,0.03666666666666667,102,24.307188097101694,0.62,0.5863438249595239,19,0.12666666666666668,0.5837351216361994,23.850282471328782,11,0.03666666666666667,86,18.83124963594466,0.6133333333333333,0.5841639858363118,15,0.1,0.5822389933390455,18.329245064961725,0.23679870525905589,1.0000000000000009,0.21782009622061116,0.21611164564830865,0.020687059610747238,0.018814792937849045,0.33333333333332993,0.0682072665052158,0.07851127872885412,-0.059696485791005074,0.75,well_estimated,26,2,8.850000000000001 +300,17,24.88297770687789,150,17,0.056666666666666664,104,24.88297770687789,0.6233333333333333,0.5868914721339625,19,0.12666666666666668,0.5840014013620068,24.481346775148268,17,0.056666666666666664,104,24.88297770687789,0.6233333333333333,0.5868914721339625,19,0.12666666666666668,0.5840014013620068,24.481346775148268,17,0.056666666666666664,104,24.88297770687789,0.6233333333333333,0.5868914721339625,19,0.12666666666666668,0.5840014013620068,24.481346775148268,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,26,2,8.850000000000001 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5434815248747363,0,0.0,0.5384425611189089,0.0,0,0.0,68,15.76223199657474,0.65,0.6017779363678827,8,0.049689440993788817,0.5998459341205798,15.303657457631305,0,0.0,0,0.0,0.5366666666666666,0.5434815248747363,0,0.0,0.5384425611189089,0.0,5.829641149314635,11.33333333333334,6.140337300167098,1.1944594461374747,4.63518170317716,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,26,3,8.850000000000001 +300,6,4.131105987714178,161,6,0.02,23,4.131105987714178,0.5733333333333334,0.5732070376882668,4,0.024844720496894408,0.5687978456935491,4.084329422102068,6,0.02,71,16.162823746227915,0.6566666666666666,0.608206049619254,9,0.055900621118012424,0.6059905706115972,15.793001923394547,6,0.02,29,4.091293418003128,0.5966666666666667,0.5872105113136288,3,0.018633540372670808,0.5832043153363091,3.974353740227188,3.49990119309872,8.333333333333325,3.719272491804815,0.9434237667015942,2.5564774263971257,1.4003473625362028,2.3333333333333317,1.4406469642760045,0.35478945306284787,1.045557909473355,0.25,well_estimated,26,3,8.850000000000001 +300,18,10.02549209712,161,18,0.06,53,10.02549209712,0.63,0.6035080796160162,6,0.037267080745341616,0.6003729449848064,9.74199978846631,18,0.06,79,17.92250350772598,0.6466666666666666,0.6150557005262288,12,0.07453416149068323,0.6139238211800343,17.320251881594356,18,0.06,55,10.023209822796709,0.6366666666666667,0.6089070011689055,6,0.037267080745341616,0.606415641804332,9.612845474010815,1.1547620910212664,1.6666666666666607,1.355087619522788,0.6155194542067546,0.5392426368145118,0.5398921552889346,0.666666666666671,0.6042696819525628,0.2890412242153605,0.25085093107357415,0.5,well_estimated,26,3,8.850000000000001 +300,27,16.214996646621575,161,27,0.09,75,16.214996646621575,0.6533333333333333,0.6156914688411198,10,0.062111801242236024,0.6147212917496458,15.618303074849214,27,0.09,82,18.46805147439846,0.6366666666666667,0.6173687924998882,15,0.09316770186335403,0.6163167253895188,17.87849043819356,27,0.09,75,16.141166875498172,0.6366666666666667,0.6167492913391565,13,0.08074534161490683,0.6163362067166764,15.489401749026475,0.16773236587683815,-1.6666666666666607,0.1595433639872912,0.19466549590497578,-0.02693313002813763,0.10578224980366535,-1.6666666666666607,0.16149149670305896,0.17298889593352812,-0.06720664612986277,0.75,well_estimated,26,3,8.850000000000001 +300,33,20.715319145322326,161,33,0.11,88,20.715319145322326,0.6433333333333333,0.6177998398266658,16,0.09937888198757763,0.6170454715616355,20.052608043321584,33,0.11,88,20.715319145322326,0.6433333333333333,0.6177998398266658,16,0.09937888198757763,0.6170454715616355,20.052608043321584,33,0.11,88,20.715319145322326,0.6433333333333333,0.6177998398266658,16,0.09937888198757763,0.6170454715616355,20.052608043321584,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,26,3,8.850000000000001 +300,0,0.0,155,0,0.0,0,0.0,0.5166666666666667,0.49930558128480534,0,0.0,0.4998587031400486,0.0,0,0.0,96,19.99188488168248,0.6,0.5831749287445377,21,0.13548387096774195,0.5824738759990906,20.33112651925022,0,0.0,0,0.0,0.5166666666666667,0.49930558128480534,0,0.0,0.4998587031400486,0.0,8.386934745973235,8.333333333333325,8.261517285904201,1.5698534108099669,6.817081335163269,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,27,0,8.05 +300,11,4.321356403841682,155,11,0.03666666666666667,31,4.321356403841682,0.55,0.5383878168074268,4,0.025806451612903226,0.5387948158418517,4.472438182261471,11,0.03666666666666667,102,21.67619547385965,0.6266666666666667,0.5879227902304393,19,0.12258064516129032,0.5876313724687642,22.016970704062114,10,0.03333333333333333,38,4.320545673320875,0.5566666666666666,0.5538024356898488,6,0.03870967741935484,0.5532357818538746,4.587449176542107,4.953497342301249,7.666666666666666,4.883655662691244,1.4816487294130205,3.4718486128882287,1.5414618882422015,0.6666666666666599,1.4440966012022827,0.29729424298525664,1.2441676452569448,0.25,well_estimated,27,0,8.05 +300,19,10.807133041469886,155,19,0.06333333333333334,65,10.807133041469886,0.5966666666666667,0.574697479811309,9,0.05806451612903226,0.5761445933280123,10.846080215507682,19,0.06333333333333334,100,20.856382813505423,0.6266666666666667,0.5892956820892798,18,0.11612903225806452,0.5894446827040493,21.11291900729744,19,0.06333333333333334,68,10.77530272382892,0.5966666666666667,0.5807624618105349,10,0.06451612903225806,0.5799857014074334,11.047817950774498,1.4598202277970818,3.0000000000000027,1.3300089376036994,0.7838261890089561,0.6759940387881257,0.6064981999225894,0.0,0.3841108079421174,0.39410439548350606,0.2123938044390833,0.5,well_estimated,27,0,8.05 +300,22,16.91356363967067,155,22,0.07333333333333333,88,16.91356363967067,0.62,0.5873275582235029,15,0.0967741935483871,0.5880609541875643,17.10555834986081,22,0.07333333333333333,101,21.077226973582246,0.63,0.5893587581971885,18,0.11612903225806452,0.589970260127692,21.27715431982005,22,0.07333333333333333,89,16.89359327929556,0.61,0.5880180605070933,16,0.1032258064516129,0.5878787293076876,17.154327438966202,0.20311999736856157,1.0000000000000009,0.19093059401277257,0.2828383333990149,-0.07971833603045331,0.06905022835903551,-1.0000000000000009,-0.018222487987673563,0.2856623058668096,-0.21661207750777406,0.75,well_estimated,27,0,8.05 +300,22,21.077226973582246,155,22,0.07333333333333333,101,21.077226973582246,0.63,0.5893587581971885,18,0.11612903225806452,0.589970260127692,21.27715431982005,22,0.07333333333333333,101,21.077226973582246,0.63,0.5893587581971885,18,0.11612903225806452,0.589970260127692,21.27715431982005,22,0.07333333333333333,101,21.077226973582246,0.63,0.5893587581971885,18,0.11612903225806452,0.589970260127692,21.27715431982005,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,27,0,8.05 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5268164018871959,0,0.0,0.5301995957398986,0.0,0,0.0,89,20.989416284045493,0.62,0.5997975001597599,20,0.125,0.6010106691307632,21.453066254662577,0,0.0,0,0.0,0.5333333333333333,0.5268164018871959,0,0.0,0.5301995957398986,0.0,7.298109827256393,8.666666666666668,7.081107339086456,1.5612690215791174,5.736840805677276,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,27,1,8.05 +300,7,5.2513480599931635,160,7,0.023333333333333334,31,5.2513480599931635,0.57,0.5647728565316082,7,0.04375,0.568305169344397,5.3418207815348095,7,0.023333333333333334,90,20.91314511838568,0.6233333333333333,0.6029657321831068,21,0.13125,0.6042312650962277,21.473020554818472,7,0.023333333333333334,36,5.233721198295582,0.5966666666666667,0.5800118251083856,4,0.025,0.5818252372268282,5.573892011465773,3.8192875651498537,5.333333333333334,3.59260957518307,1.189912109554574,2.6293754555952797,1.5238968576777312,2.6666666666666727,1.3520067882431208,0.4324273425486333,1.0914695151290978,0.25,well_estimated,27,1,8.05 +300,13,10.367792217068317,160,13,0.043333333333333335,55,10.367792217068317,0.6033333333333334,0.587851913500176,11,0.06875,0.5910988640173546,10.658148461471459,13,0.043333333333333335,92,21.460637535613234,0.6233333333333333,0.6044249764172419,21,0.13125,0.6052635366974698,22.08320728531196,11,0.03666666666666667,58,10.34065635381099,0.6266666666666667,0.5953141963106239,8,0.05,0.5987801936327718,10.624448686002507,1.657306291706595,1.9999999999999907,1.4164672680115231,0.935469131105864,0.721837160600731,0.7462282810447918,2.3333333333333317,0.7681329615417232,0.41776757159748595,0.3284607094473058,0.5,well_estimated,27,1,8.05 +300,16,17.455011995964018,160,16,0.05333333333333334,79,17.455011995964018,0.6233333333333333,0.6020929270073412,17,0.10625,0.60482506641669,17.898303701433928,16,0.05333333333333334,93,21.908134861604115,0.62,0.604671429426797,22,0.1375,0.6053932562818383,22.54530161556422,16,0.05333333333333334,80,17.434198792392646,0.63,0.6034283346768984,16,0.1,0.6046594431870578,18.078163785896944,0.2578502419455786,-0.33333333333332993,0.05681898651482831,0.3243066666701696,-0.06645642472459101,0.13354076695571981,0.666666666666671,-0.016562322963220577,0.26113376775732516,-0.12759300080160535,0.75,well_estimated,27,1,8.05 +300,22,22.70598154565057,160,22,0.07333333333333333,95,22.70598154565057,0.6166666666666667,0.6048622629390269,23,0.14375,0.6060707043321452,23.33779125948488,22,0.07333333333333333,95,22.70598154565057,0.6166666666666667,0.6048622629390269,23,0.14375,0.6060707043321452,23.33779125948488,22,0.07333333333333333,95,22.70598154565057,0.6166666666666667,0.6048622629390269,23,0.14375,0.6060707043321452,23.33779125948488,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,27,1,8.05 +300,0,0.0,169,0,0.0,0,0.0,0.5633333333333334,0.5508775260495467,0,0.0,0.550365453167808,0.0,0,0.0,77,17.421329916071905,0.66,0.6300412363954276,13,0.07692307692307693,0.6270902912637443,17.863021177792845,0,0.0,0,0.0,0.5633333333333334,0.5508775260495467,0,0.0,0.550365453167808,0.0,7.916371034588099,9.666666666666668,7.672483809593622,1.3579904377618934,6.558380596826206,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,27,2,8.05 +300,3,4.126387674544977,169,3,0.01,26,4.126387674544977,0.62,0.5914499109916627,3,0.01775147928994083,0.5897855648961672,4.323575011744607,3,0.01,77,17.05154065334337,0.66,0.6317464155800685,13,0.07692307692307693,0.6286258478598276,17.518534216360482,3,0.01,34,4.111435821767565,0.6233333333333333,0.6103719888554233,3,0.01775147928994083,0.607347516016727,4.510579466190287,4.0296504588405835,4.0000000000000036,3.8840282963660377,0.9657228172657741,3.0639276415748093,1.8922077863760656,0.33333333333332993,1.7561951120559804,0.46965978166866257,1.422548004707403,0.25,well_estimated,27,2,8.05 +300,9,9.293797907154342,169,9,0.03,53,9.293797907154342,0.65,0.6218880173118443,7,0.04142011834319527,0.6186781232910656,9.843884112735447,9,0.03,81,18.032091188054814,0.67,0.6339893803729114,13,0.07692307692307693,0.6310591976446056,18.465842610688092,9,0.03,55,9.273506864782163,0.65,0.6286883697231405,6,0.03550295857988166,0.6264475590513878,9.617690087310216,1.2101363061067127,2.0000000000000018,1.2381074353539967,0.643996718788146,0.5661395873185667,0.6800352411296173,0.0,0.7769435760322185,0.407311879296126,0.27272336183349133,0.5,well_estimated,27,2,8.05 +300,21,14.237006666191197,169,21,0.07,71,14.237006666191197,0.6733333333333333,0.6347429607324758,8,0.047337278106508875,0.6323791382043816,14.69576950087523,21,0.07,81,17.54395367406248,0.67,0.6368411583137491,11,0.0650887573964497,0.6340446196041425,18.040317799670227,21,0.07,71,14.097516383592378,0.67,0.6354783896924647,9,0.05325443786982249,0.6322964993371246,14.663451015658755,0.20981975812732756,-0.33333333333332993,0.16654813997608597,0.21716920709951246,-0.007349448972184897,0.07354289599889041,-0.33333333333332993,-0.00826388672570122,0.19702038673050337,-0.12347749073161296,0.75,well_estimated,27,2,8.05 +300,23,16.79923948138349,169,23,0.07666666666666666,79,16.79923948138349,0.6666666666666666,0.6368665579183321,11,0.0650887573964497,0.6337614225297252,17.346385524211954,23,0.07666666666666666,79,16.79923948138349,0.6666666666666666,0.6368665579183321,11,0.0650887573964497,0.6337614225297252,17.346385524211954,23,0.07666666666666666,79,16.79923948138349,0.6666666666666666,0.6368665579183321,11,0.0650887573964497,0.6337614225297252,17.346385524211954,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,27,2,8.05 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5529515149820756,0,0.0,0.5557134498420837,0.0,0,0.0,78,18.603354598681925,0.5866666666666667,0.617732654114963,20,0.12195121951219512,0.615412710968185,19.55439529541796,0,0.0,0,0.0,0.5466666666666666,0.5529515149820756,0,0.0,0.5557134498420837,0.0,6.478113913288741,4.0000000000000036,5.969926112610125,1.435743011886224,5.042370901402517,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,27,3,8.05 +300,8,3.86307910845228,164,8,0.02666666666666667,22,3.86307910845228,0.5733333333333334,0.5867944199672714,4,0.024390243902439025,0.5893516662383453,3.93969264678389,8,0.02666666666666667,78,17.78673426835147,0.6,0.6232208437454494,19,0.11585365853658537,0.6223857849035991,18.454619096495456,7,0.023333333333333334,28,3.854508298632982,0.5766666666666667,0.596364679146831,7,0.042682926829268296,0.5978931494836969,4.037729981854591,3.642642377817795,2.6666666666666616,3.303411866525374,1.0243752845444916,2.6182670932733036,0.9570259179559559,0.33333333333332993,0.8541483245351533,0.2695733893575615,0.6874525285983945,0.25,well_estimated,27,3,8.05 +300,10,10.01190901150691,164,10,0.03333333333333333,50,10.01190901150691,0.5933333333333334,0.6122949757936137,12,0.07317073170731707,0.6123832242911011,10.399598313633307,10,0.03333333333333333,77,17.303973294339755,0.6,0.624253463953653,19,0.11585365853658537,0.6231451391250218,18.018319080666494,10,0.03333333333333333,53,10.010651080938683,0.6033333333333334,0.6183515771328181,12,0.07317073170731707,0.6191750800079511,10.416504849220376,1.1958488160039304,0.6666666666666599,1.0761914833920638,0.48114151156431423,0.7147073044396162,0.6056601339204382,1.0000000000000009,0.6791855716849926,0.42052489824741573,0.18513523567302242,0.5,well_estimated,27,3,8.05 +300,18,15.056117017278579,164,18,0.06,70,15.056117017278579,0.6133333333333333,0.6243450315963431,17,0.10365853658536585,0.6236823974618539,15.5793974012978,18,0.06,78,17.550436341642307,0.6033333333333334,0.6260037631974865,20,0.12195121951219512,0.6247835371342547,18.1541261936594,18,0.06,71,15.02882140712158,0.6,0.6250479069990242,18,0.10975609756097561,0.6237696700901805,15.599726230874012,0.16587316011433817,-0.9999999999999898,0.11011396724007749,0.13351287149966368,0.03236028861467449,0.07028754026811024,-1.3333333333333308,0.008727262832652904,0.20348832641237613,-0.1332007861442659,0.75,well_estimated,27,3,8.05 +300,22,18.4002085877247,164,22,0.07333333333333333,80,18.4002085877247,0.6066666666666667,0.6262039821815886,20,0.12195121951219512,0.6256058801076008,18.9007020706483,22,0.07333333333333333,80,18.4002085877247,0.6066666666666667,0.6262039821815886,20,0.12195121951219512,0.6256058801076008,18.9007020706483,22,0.07333333333333333,80,18.4002085877247,0.6066666666666667,0.6262039821815886,20,0.12195121951219512,0.6256058801076008,18.9007020706483,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,27,3,8.05 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5229026404748559,0,0.0,0.5236473570851482,0.0,0,0.0,95,20.39309936599549,0.6433333333333333,0.6181677565463664,20,0.12269938650306748,0.6136302042449024,21.14080045202198,0,0.0,0,0.0,0.5433333333333333,0.5229026404748559,0,0.0,0.5236473570851482,0.0,9.526511607151045,9.999999999999998,8.998284715975425,1.5379518341813248,7.988559772969721,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,28,0,6.999999999999995 +300,3,5.2479493823439975,163,3,0.01,37,5.2479493823439975,0.5866666666666667,0.5808596929294458,8,0.049079754601226995,0.5797723923139155,5.4962799291615,3,0.01,95,20.12518397009109,0.64,0.6200745400816754,20,0.12269938650306748,0.6157008180138978,20.861339489941507,3,0.01,42,5.24459263586322,0.6066666666666667,0.5921982981910127,7,0.04294478527607362,0.5898642906243556,5.6830091399330716,3.921484715222956,5.333333333333334,3.5928425699982225,1.055676075750951,2.865808639472005,1.1338605261566825,2.0000000000000018,1.0091898310440106,0.2805458909546701,0.8533146352020125,0.25,well_estimated,28,0,6.999999999999995 +300,4,11.13550749120748,163,4,0.013333333333333334,63,11.13550749120748,0.6166666666666667,0.6074553416355162,13,0.07975460122699386,0.6042748903680046,11.47780652987887,4,0.013333333333333334,94,19.70902434895246,0.64,0.6203981559553622,20,0.12269938650306748,0.6164340966088298,20.425227360862255,4,0.013333333333333334,68,11.114307870750425,0.6266666666666667,0.6126920067349613,12,0.0736196319018405,0.6098701431422557,11.645039455259372,1.2942814319846008,2.3333333333333317,1.2159206240825116,0.6216625101922353,0.6726189217923655,0.5236665099445093,1.0000000000000009,0.5595252774251103,0.4565730308278327,0.06709347911667657,0.5,well_estimated,28,0,6.999999999999995 +300,10,16.30754196061582,163,10,0.03333333333333333,83,16.30754196061582,0.6333333333333333,0.6181265233427695,18,0.11042944785276074,0.6143343176910767,16.901674416988858,10,0.03333333333333333,97,20.75120004121174,0.6366666666666667,0.6208817409134915,21,0.12883435582822086,0.6164511836520804,21.52311224219061,10,0.03333333333333333,84,16.220460891571673,0.6166666666666667,0.6196095925020253,19,0.1165644171779141,0.6157276740872004,16.952221566925513,0.2755217570721946,0.33333333333334103,0.21168659610036888,0.32104823719728054,-0.04552648012508592,0.14830691592557788,-1.6666666666666607,0.13933563961237017,0.33271560047185444,-0.18440868454627657,0.75,well_estimated,28,0,6.999999999999995 +300,13,21.478637611367287,163,13,0.043333333333333335,99,21.478637611367287,0.64,0.6209794099132144,21,0.12883435582822086,0.616060047658332,22.324703054154394,13,0.043333333333333335,99,21.478637611367287,0.64,0.6209794099132144,21,0.12883435582822086,0.616060047658332,22.324703054154394,13,0.043333333333333335,99,21.478637611367287,0.64,0.6209794099132144,21,0.12883435582822086,0.616060047658332,22.324703054154394,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,28,0,6.999999999999995 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5064009294189634,0,0.0,0.511250234723071,0.0,0,0.0,105,22.900491499188497,0.6066666666666667,0.6110803542863276,26,0.16560509554140126,0.6060999666938662,24.078995699302713,0,0.0,0,0.0,0.5233333333333333,0.5064009294189634,0,0.0,0.511250234723071,0.0,10.467942486736415,8.333333333333337,9.484973197079526,1.94825306773422,8.519689419002196,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,28,1,6.999999999999995 +300,6,5.22364317617977,157,6,0.02,37,5.22364317617977,0.57,0.5624195943509057,6,0.03821656050955414,0.5648129020313754,5.624929695492621,6,0.02,103,22.039447596005765,0.5966666666666667,0.6138336041319526,25,0.1592356687898089,0.6099102423479272,23.181898925359057,6,0.02,43,5.195908825407425,0.58,0.5787887695829196,7,0.044585987261146494,0.5799189434936448,5.715399844261285,5.141400978104693,2.6666666666666727,4.509734031655189,1.4061577247403463,3.735243253364347,1.6369175232013866,1.0000000000000009,1.510604146226946,0.46835445325854014,1.1685630699428464,0.25,well_estimated,28,1,6.999999999999995 +300,6,10.936522985075523,157,6,0.02,65,10.936522985075523,0.6,0.5948508971738136,12,0.07643312101910828,0.5962038475685779,11.568245792376496,6,0.02,103,22.039447596005765,0.5966666666666667,0.6138336041319526,25,0.1592356687898089,0.6099102423479272,23.181898925359057,6,0.02,67,10.92099824628778,0.6,0.6003627376266,14,0.08917197452229299,0.5995188830523138,11.730583861329867,1.8982706958139084,-0.33333333333332993,1.3706394779349318,0.8303798574933487,1.0678908383205596,0.551184045278641,0.0,0.33150354837359064,0.6646494439645896,-0.11346539868594863,0.5,well_estimated,28,1,6.999999999999995 +300,14,19.141332369093753,157,14,0.04666666666666667,95,19.141332369093753,0.6,0.6129934090564102,22,0.14012738853503184,0.6116441456385064,20.362290349809616,14,0.04666666666666667,104,22.244594583280623,0.6033333333333334,0.6148788024371082,25,0.1592356687898089,0.6109524642185772,23.565537534351805,14,0.04666666666666667,95,19.107683860158424,0.6066666666666667,0.6138268893027219,21,0.1337579617834395,0.6104231138606513,20.367276712726433,0.18853933806980416,0.33333333333334103,-0.06916814199292576,0.3247084997738703,-0.13616916170406612,0.08334802463116908,0.666666666666671,-0.12210317778551527,0.2346312805534649,-0.15128325592229583,0.75,well_estimated,28,1,6.999999999999995 +300,15,22.608204179014017,157,15,0.05,105,22.608204179014017,0.6,0.6148919458450067,26,0.16560509554140126,0.6114601991823887,23.881692777170617,15,0.05,105,22.608204179014017,0.6,0.6148919458450067,26,0.16560509554140126,0.6114601991823887,23.881692777170617,15,0.05,105,22.608204179014017,0.6,0.6148919458450067,26,0.16560509554140126,0.6114601991823887,23.881692777170617,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,28,1,6.999999999999995 +300,0,0.0,155,0,0.0,0,0.0,0.5166666666666667,0.5180136270337197,0,0.0,0.5223927495119312,0.0,0,0.0,85,19.102460807776,0.6033333333333334,0.602719355081727,18,0.11612903225806452,0.5996125420617913,20.13417345544355,0,0.0,0,0.0,0.5166666666666667,0.5180136270337197,0,0.0,0.5223927495119312,0.0,8.470572804800735,8.666666666666668,7.721979254986011,1.6330048281051062,6.837567976695629,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,28,2,6.999999999999995 +300,12,4.410539750879443,155,12,0.04,28,4.410539750879443,0.5333333333333333,0.5564136845245988,7,0.04516129032258064,0.5594290499743124,4.660028387738913,12,0.04,93,21.070326511762335,0.58,0.6090294837038452,24,0.15483870967741936,0.6045577446955133,22.415247060202766,11,0.03666666666666667,35,4.359348411337461,0.5766666666666667,0.5736764033837045,5,0.03225806451612903,0.5767309851423363,4.594602759271055,5.261579917924641,4.666666666666663,4.512869472120085,1.5465056346848298,3.7150742832398116,1.7262718859105686,4.333333333333334,1.7301935168023919,0.4376899376127594,1.2885819482978091,0.25,well_estimated,28,2,6.999999999999995 +300,19,12.537125551611492,155,19,0.06333333333333334,67,12.537125551611492,0.6,0.6007139985800614,13,0.08387096774193549,0.6007140800757597,13.299658584632555,19,0.06333333333333334,93,20.805629271603774,0.59,0.6107926218999026,23,0.14838709677419354,0.6059351691247813,22.18977688495413,19,0.06333333333333334,69,12.535560942045276,0.6066666666666667,0.6040326649376286,14,0.09032258064516129,0.6032184372944639,13.278267277391556,1.0078623319841218,-1.0000000000000009,0.5221089049021632,0.7094829906790154,0.29837934130510635,0.3318666357567279,0.666666666666671,0.2504357218704234,0.3418567578429555,-0.00999012208622757,0.5,well_estimated,28,2,6.999999999999995 +300,19,17.10662530247141,155,19,0.06333333333333334,83,17.10662530247141,0.6033333333333334,0.6092063260174192,18,0.11612903225806452,0.6064094160975175,18.23278286614453,19,0.06333333333333334,93,20.805629271603774,0.59,0.6107926218999026,23,0.14838709677419354,0.6059351691247813,22.18977688495413,19,0.06333333333333334,83,17.021265532774343,0.5966666666666667,0.6095075560304155,18,0.11612903225806452,0.606336660151919,18.12328903908832,0.15862958824833795,-1.333333333333342,-0.04742469727362364,0.3722569691094748,-0.21362738086113686,0.03012300129963119,-0.666666666666671,-0.007275594559852383,0.14806742019535915,-0.11794441889572796,0.75,well_estimated,28,2,6.999999999999995 +300,26,21.874897901690005,155,26,0.08666666666666667,96,21.874897901690005,0.59,0.6112105261646136,25,0.16129032258064516,0.6068665599299851,23.291137603557143,26,0.08666666666666667,96,21.874897901690005,0.59,0.6112105261646136,25,0.16129032258064516,0.6068665599299851,23.291137603557143,26,0.08666666666666667,96,21.874897901690005,0.59,0.6112105261646136,25,0.16129032258064516,0.6068665599299851,23.291137603557143,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,28,2,6.999999999999995 +300,0,0.0,148,0,0.0,0,0.0,0.49333333333333335,0.5176547438920965,0,0.0,0.5203191504222598,0.0,0,0.0,97,22.64112830877328,0.5366666666666666,0.5969459601250897,28,0.1891891891891892,0.5899717617967949,24.00650965796582,0,0.0,0,0.0,0.49333333333333335,0.5176547438920965,0,0.0,0.5203191504222598,0.0,7.929121623299318,4.333333333333328,6.9652611374535045,1.6648664635371049,6.264255159762214,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,28,3,6.999999999999995 +300,11,4.931670045194821,148,11,0.03666666666666667,31,4.931670045194821,0.52,0.561899149949064,8,0.05405405405405406,0.5628890777866918,5.096021320345997,11,0.03666666666666667,103,23.474387551011194,0.5366666666666666,0.6036979343936696,29,0.19594594594594594,0.5976692271930273,24.729690290338226,8,0.02666666666666667,38,4.922658953499056,0.52,0.5742323279716652,9,0.060810810810810814,0.5736999436002166,5.333972521008115,4.179878444460561,1.6666666666666607,3.4780149406335448,1.3112255679915223,2.8686528764690387,1.2333178022601254,0.0,1.081086581352475,0.41845346883345347,0.814864333426672,0.25,well_estimated,28,3,6.999999999999995 +300,10,10.420592153301314,148,10,0.03333333333333333,58,10.420592153301314,0.53,0.5862142302010074,14,0.0945945945945946,0.5856981861846724,10.828668827583227,10,0.03333333333333333,103,23.65393241760724,0.5333333333333333,0.60340131041701,30,0.20270270270270271,0.5972260691851803,24.91434284194895,10,0.03333333333333333,60,10.405265934283431,0.5433333333333333,0.5924853851585704,14,0.0945945945945946,0.590196335615503,11.07409545533599,1.718708021600257,0.33333333333332993,1.1527883000507888,0.9095725587450377,0.8091354628552193,0.627115495756303,1.3333333333333308,0.44981494308306,0.362482618385517,0.264632877370786,0.5,well_estimated,28,3,6.999999999999995 +300,17,18.45147832976123,148,17,0.056666666666666664,88,18.45147832976123,0.5333333333333333,0.6026845675686355,25,0.16891891891891891,0.5995117610778767,19.319526099133654,17,0.056666666666666664,105,23.912238432973403,0.5433333333333333,0.6047073734781193,29,0.19594594594594594,0.5989769631079657,25.157776818334842,17,0.056666666666666664,88,18.383133961731584,0.54,0.6034817742008681,23,0.1554054054054054,0.5994518610125175,19.403152563294753,0.20228059094837825,1.0000000000000009,-0.053479796991107165,0.32966443920691135,-0.1273838482585331,0.07972066322325944,0.666666666666671,-0.005990006535927517,0.17588725631554902,-0.09616659309228959,0.75,well_estimated,28,3,6.999999999999995 +300,20,23.318870749921988,148,20,0.06666666666666667,103,23.318870749921988,0.54,0.604754980097695,29,0.19594594594594594,0.5992433646397838,24.489032772734827,20,0.06666666666666667,103,23.318870749921988,0.54,0.604754980097695,29,0.19594594594594594,0.5992433646397838,24.489032772734827,20,0.06666666666666667,103,23.318870749921988,0.54,0.604754980097695,29,0.19594594594594594,0.5992433646397838,24.489032772734827,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,28,3,6.999999999999995 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.5483064450060938,0,0.0,0.5501289657684442,0.0,0,0.0,72,17.534767827658868,0.6133333333333333,0.6071162822777376,17,0.09941520467836257,0.6044082701897657,18.067756634460636,0,0.0,0,0.0,0.57,0.5483064450060938,0,0.0,0.5501289657684442,0.0,5.880983727164379,4.333333333333334,5.427930442132157,1.2689232694257015,4.612060457738678,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,29,0,7.750000000000002 +300,11,3.9831844028659313,171,11,0.03666666666666667,19,3.9831844028659313,0.5666666666666667,0.5713712067996973,7,0.04093567251461988,0.5727903381483731,4.003016448187827,11,0.03666666666666667,78,19.083106920877032,0.6266666666666667,0.6144374121982662,18,0.10526315789473684,0.612732462144762,19.512754819166197,10,0.03333333333333333,28,3.9651362849634353,0.59,0.5914991681337896,5,0.029239766081871343,0.5928618122563519,3.9631243962111373,4.306620539856887,6.000000000000005,3.9942123996388856,1.1116657070039697,3.1949548328529174,2.0127961334092226,2.3333333333333317,2.0071474107978826,0.5016738515246119,1.5111222818846106,0.25,well_estimated,29,0,7.750000000000002 +300,12,9.00746890665455,171,12,0.04,45,9.00746890665455,0.6,0.6018970166798361,11,0.06432748538011696,0.6019665392311431,9.227374726826458,12,0.04,78,19.180500112088982,0.63,0.6148450557197297,17,0.09941520467836257,0.612909766566752,19.639554660719774,12,0.04,47,8.990783745879467,0.6033333333333334,0.6059130221642297,11,0.06432748538011696,0.6048045043677402,9.273752939885078,1.294803903989361,3.0000000000000027,1.094322733560893,0.6066367808454498,0.6881671231439113,0.40160054843936255,0.33333333333334103,0.2837965136597176,0.3300228476494165,0.07157770078994607,0.5,well_estimated,29,0,7.750000000000002 +300,19,14.664759237723358,171,19,0.06333333333333334,65,14.664759237723358,0.62,0.6132889480310451,14,0.08187134502923976,0.6123864051349922,14.976675831423401,19,0.06333333333333334,81,19.983866078009644,0.64,0.6165647353740095,17,0.09941520467836257,0.6157111979754116,20.29381363451939,19,0.06333333333333334,66,14.563646073007776,0.62,0.6143889698785083,15,0.08771929824561403,0.6140336926238422,14.819379382436049,0.3275787342964409,2.0000000000000018,0.33247928404194216,0.3299216026138128,-0.0023428683173719045,0.11000218474632728,0.0,0.16472874888500133,0.1434734532143546,-0.03347126846802731,0.75,well_estimated,29,0,7.750000000000002 +300,28,22.842591347472723,171,28,0.09333333333333334,89,22.842591347472723,0.6266666666666667,0.6173803165501458,22,0.1286549707602339,0.6169212756582879,23.13218907757182,28,0.09333333333333334,89,22.842591347472723,0.6266666666666667,0.6173803165501458,22,0.1286549707602339,0.6169212756582879,23.13218907757182,28,0.09333333333333334,89,22.842591347472723,0.6266666666666667,0.6173803165501458,22,0.1286549707602339,0.6169212756582879,23.13218907757182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,29,0,7.750000000000002 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5341552802344506,0,0.0,0.5354138438515658,0.0,0,0.0,89,20.27725385792301,0.63,0.6133117225198569,20,0.12121212121212122,0.6126441921010798,20.325349251413954,0,0.0,0,0.0,0.55,0.5341552802344506,0,0.0,0.5354138438515658,0.0,7.91564422854063,7.9999999999999964,7.7230348249514025,1.3969712534836671,6.518672975056964,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,29,1,7.750000000000002 +300,13,6.038163743546805,165,13,0.043333333333333335,34,6.038163743546805,0.5966666666666667,0.5781091798462241,5,0.030303030303030304,0.5785310444658848,6.094867355907202,11,0.03666666666666667,87,19.5266650285468,0.6333333333333333,0.6158829726331615,18,0.10909090909090909,0.6154417659437063,19.58910848690156,8,0.02666666666666667,42,6.029162902388807,0.6066666666666667,0.5937643421186548,6,0.03636363636363636,0.5943319394966347,6.045148242013815,3.7773792786937377,3.6666666666666625,3.6910721477821484,0.9332257196234373,2.8441535590703007,1.565516227243069,1.0000000000000009,1.5800895030749884,0.45001223907998195,1.115503988163087,0.25,well_estimated,29,1,7.750000000000002 +300,8,10.909821569797652,165,8,0.02666666666666667,58,10.909821569797652,0.6266666666666667,0.6027083646174752,8,0.048484848484848485,0.6035869753833804,10.935275005122614,8,0.02666666666666667,87,19.48020924331428,0.63,0.6157010394941748,18,0.10909090909090909,0.6152853306013198,19.527562187396526,7,0.023333333333333334,61,10.894361817061847,0.6166666666666667,0.6076827137227482,11,0.06666666666666667,0.6071450620120282,11.034131065640027,1.2992674876699528,0.33333333333332993,1.1698355217939493,0.5994759306670226,0.6997915570029302,0.4974349105272946,-1.0000000000000009,0.3558086628647872,0.38329030048945417,0.11414461003784043,0.5,well_estimated,29,1,7.750000000000002 +300,8,14.903130427109806,165,8,0.02666666666666667,74,14.903130427109806,0.6333333333333333,0.6129002412956126,14,0.08484848484848485,0.6121012998289588,15.066090066413992,8,0.02666666666666667,87,19.48020924331428,0.63,0.6157010394941748,18,0.10909090909090909,0.6152853306013198,19.527562187396526,7,0.023333333333333334,74,14.841039707915,0.6366666666666667,0.6135797632473416,13,0.07878787878787878,0.613401229507229,14.86738486053002,0.280079819856216,-0.33333333333332993,0.31840307723610684,0.20817816574420261,0.07190165411201338,0.06795219517290452,0.33333333333334103,0.12999296782701952,0.13942301825186992,-0.0714708230789654,0.75,well_estimated,29,1,7.750000000000002 +300,11,19.5266650285468,165,11,0.03666666666666667,87,19.5266650285468,0.6333333333333333,0.6158829726331615,18,0.10909090909090909,0.6154417659437063,19.58910848690156,11,0.03666666666666667,87,19.5266650285468,0.6333333333333333,0.6158829726331615,18,0.10909090909090909,0.6154417659437063,19.58910848690156,11,0.03666666666666667,87,19.5266650285468,0.6333333333333333,0.6158829726331615,18,0.10909090909090909,0.6154417659437063,19.58910848690156,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,29,1,7.750000000000002 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5095193873523617,0,0.0,0.5083329689696078,0.0,0,0.0,87,20.6617975487032,0.5733333333333334,0.5782370299915195,24,0.1518987341772152,0.5759702549299994,20.89648389201347,0,0.0,0,0.0,0.5266666666666666,0.5095193873523617,0,0.0,0.5083329689696078,0.0,6.8717642639157805,4.666666666666675,6.763728596039165,1.1971073766495957,5.674656887266185,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,29,2,7.750000000000002 +300,9,5.339741362778111,158,9,0.03,31,5.339741362778111,0.5666666666666667,0.5467623126852968,4,0.02531645569620253,0.5470541461046315,5.072016934029785,9,0.03,89,21.083479689544685,0.5866666666666667,0.5827104246117586,23,0.14556962025316456,0.580740952466154,21.292937651592528,9,0.03,38,5.312775208006921,0.57,0.5654263550491531,7,0.04430379746835443,0.5651314359453848,5.185562986312016,3.5948111926461745,2.0000000000000018,3.3686806361522437,0.9289109951588865,2.665900197487288,1.8664042363856215,0.33333333333332993,1.8077289840753297,0.34603056587450404,1.5203736705111175,0.25,well_estimated,29,2,7.750000000000002 +300,18,10.193625200579548,158,18,0.06,55,10.193625200579548,0.5833333333333334,0.5750733112720267,11,0.06962025316455696,0.5752576046637607,9.95942709188437,18,0.06,92,21.768592952481676,0.59,0.5852709075888716,25,0.15822784810126583,0.5839709336977323,21.877310419500354,18,0.06,58,10.185431662205525,0.5733333333333334,0.5786521216140618,14,0.08860759493670886,0.5789050662374247,10.061860567880485,1.0197596316844915,0.6666666666666599,0.8713329033971595,0.611823634361041,0.4079359973234504,0.35788103420351103,-1.0000000000000009,0.36474615736639127,0.23614084045654998,0.12174019374696105,0.5,well_estimated,29,2,7.750000000000002 +300,23,14.681435920667061,158,23,0.07666666666666666,71,14.681435920667061,0.59,0.5827690802334248,16,0.10126582278481013,0.5820350296953105,14.581839724390264,23,0.07666666666666666,96,23.2650644925841,0.5933333333333334,0.5858325001025049,26,0.16455696202531644,0.5841022713183706,23.395248090093563,23,0.07666666666666666,72,14.660646990923937,0.6033333333333334,0.5834610400031405,16,0.10126582278481013,0.5829599982591308,14.588782036222613,0.30634198690800973,0.33333333333334103,0.20672416230600454,0.3816364266689016,-0.07529443976089184,0.06919597697156998,1.333333333333342,0.09249685638202942,0.16962741161191125,-0.10043143464034127,0.75,well_estimated,29,2,7.750000000000002 +300,32,25.298841027538316,158,32,0.10666666666666667,101,25.298841027538316,0.6033333333333334,0.5860145205605708,26,0.16455696202531644,0.5847806194715174,25.335276129753296,32,0.10666666666666667,101,25.298841027538316,0.6033333333333334,0.5860145205605708,26,0.16455696202531644,0.5847806194715174,25.335276129753296,32,0.10666666666666667,101,25.298841027538316,0.6033333333333334,0.5860145205605708,26,0.16455696202531644,0.5847806194715174,25.335276129753296,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,29,2,7.750000000000002 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.52033711141866,0,0.0,0.5200314175919216,0.0,0,0.0,91,19.481017352769555,0.6433333333333333,0.6124418604338916,19,0.1165644171779141,0.6099003801939676,19.81797385010158,0,0.0,0,0.0,0.5433333333333333,0.52033711141866,0,0.0,0.5200314175919216,0.0,9.210474901523158,9.999999999999998,8.986896260204603,1.424463599260607,7.786011302262551,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,29,3,7.750000000000002 +300,5,5.015063822811748,163,5,0.016666666666666666,35,5.015063822811748,0.6033333333333334,0.5732982157781089,4,0.024539877300613498,0.571565553908697,5.079597276402424,5,0.016666666666666666,92,19.58054399504115,0.6533333333333333,0.6146368606185013,19,0.1165644171779141,0.6119994660416608,19.87831620606017,5,0.016666666666666666,41,4.989302656459682,0.62,0.5881271598310873,3,0.018404907975460124,0.5874400954831694,5.036459236675297,4.13386448403924,4.999999999999993,4.043391213296377,0.9387855798408191,3.1950789041984207,1.482894405297841,1.6666666666666607,1.5874541574472434,0.36808030930690616,1.1148140959909347,0.25,well_estimated,29,3,7.750000000000002 +300,8,10.122085344462548,163,8,0.02666666666666667,61,10.122085344462548,0.6433333333333333,0.6025371665330145,8,0.049079754601226995,0.6007281127496527,10.190703347450725,8,0.02666666666666667,91,18.940969855849662,0.65,0.6154949328240976,19,0.1165644171779141,0.6134954832457719,19.10964995814441,8,0.02666666666666667,63,10.099668742127763,0.6466666666666666,0.6074683570778918,8,0.049079754601226995,0.605443452151891,10.2911471149257,1.295776629108314,0.666666666666671,1.2767370496119201,0.4675478402144038,0.8282287888939102,0.49311905448773397,0.33333333333332993,0.4715339402238339,0.2759087312483222,0.21721032323941175,0.5,well_estimated,29,3,7.750000000000002 +300,14,15.965483308098575,163,14,0.04666666666666667,82,15.965483308098575,0.6533333333333333,0.614375988678923,15,0.09202453987730061,0.6126972810439055,16.057857934962712,14,0.04666666666666667,96,20.628363127430575,0.6466666666666666,0.6165333734156234,21,0.12883435582822086,0.614662316128236,20.78103146961907,14,0.04666666666666667,82,15.892090781206594,0.6633333333333333,0.615090231504027,13,0.07975460122699386,0.6134842087685338,15.97884653468615,0.21573847367004628,-0.666666666666671,0.19650350843304354,0.2292751096164273,-0.01353663594638102,0.07142428251040167,1.0000000000000009,0.07869277246282946,0.10836718697344967,-0.036942904463048,0.75,well_estimated,29,3,7.750000000000002 +300,18,21.494515742920324,163,18,0.06,98,21.494515742920324,0.6533333333333333,0.6166736426277705,21,0.12883435582822086,0.6144556146895184,21.66815201483122,18,0.06,98,21.494515742920324,0.6533333333333333,0.6166736426277705,21,0.12883435582822086,0.6144556146895184,21.66815201483122,18,0.06,98,21.494515742920324,0.6533333333333333,0.6166736426277705,21,0.12883435582822086,0.6144556146895184,21.66815201483122,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,29,3,7.750000000000002 +300,0,0.0,152,0,0.0,0,0.0,0.5066666666666667,0.5294611300664501,0,0.0,0.5197034930145911,0.0,0,0.0,90,22.183457140879856,0.56,0.6064168960271864,24,0.15789473684210525,0.5980720448188533,21.68102737545768,0,0.0,0,0.0,0.5066666666666667,0.5294611300664501,0,0.0,0.5197034930145911,0.0,7.695576596073628,5.333333333333334,7.836855180426228,1.0886222956275788,6.6069543004460485,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,30,0,8.950000000000003 +300,8,5.052248691457431,152,8,0.02666666666666667,29,5.052248691457431,0.5266666666666666,0.5637652869077787,7,0.046052631578947366,0.5532630691484538,5.072841134001595,8,0.02666666666666667,87,20.383248056214914,0.5566666666666666,0.609656896540248,23,0.1513157894736842,0.600750775059659,20.007379261057878,8,0.02666666666666667,33,5.019771167503688,0.54,0.5779721433111135,7,0.046052631578947366,0.5673520389161018,5.061825525263961,4.58916096324693,3.0000000000000027,4.748770591120522,0.7515982252608807,3.8375627379860493,1.4206856403334744,1.333333333333342,1.4088969767647952,0.2953114472661419,1.1253741930673327,0.25,well_estimated,30,0,8.950000000000003 +300,12,11.75331404472544,152,12,0.04,58,11.75331404472544,0.5433333333333333,0.596134284579411,16,0.10526315789473684,0.5851133826360788,11.695211877883555,12,0.04,90,21.232788027769956,0.56,0.6101648704735353,23,0.1513157894736842,0.6013556810029229,20.874113302380792,12,0.04,59,11.697872100174232,0.56,0.601016279368549,15,0.09868421052631579,0.5910247642253068,11.560932973978534,1.4030585894124314,1.6666666666666718,1.62422983668441,0.4188591248818007,0.9841994645306307,0.4881994789137978,1.6666666666666718,0.5911381589227993,0.1881258178575417,0.3000736610562561,0.5,well_estimated,30,0,8.950000000000003 +300,10,17.591815784721994,152,10,0.03333333333333333,78,17.591815784721994,0.5633333333333334,0.6082155959995896,20,0.13157894736842105,0.5979468337789794,17.438438858844016,10,0.03333333333333333,89,20.875755694778007,0.5566666666666666,0.6099831598259987,23,0.1513157894736842,0.6011680872329977,20.506886205562466,10,0.03333333333333333,79,17.572948004927113,0.5633333333333334,0.608802594263157,20,0.13157894736842105,0.5992290424847708,17.346675702038773,0.17675638264090798,-0.666666666666671,0.3221253454018358,0.21584687779456113,-0.03909049515365315,0.058699826356733986,0.0,0.12822087057914322,0.11432106055788716,-0.05562123420115317,0.75,well_estimated,30,0,8.950000000000003 +300,17,20.58299652226682,152,17,0.056666666666666664,88,20.58299652226682,0.5666666666666667,0.6103753656680517,22,0.14473684210526316,0.6009747001528711,20.351831903762747,17,0.056666666666666664,88,20.58299652226682,0.5666666666666667,0.6103753656680517,22,0.14473684210526316,0.6009747001528711,20.351831903762747,17,0.056666666666666664,88,20.58299652226682,0.5666666666666667,0.6103753656680517,22,0.14473684210526316,0.6009747001528711,20.351831903762747,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,30,0,8.950000000000003 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5229642654423192,0,0.0,0.514197446625904,0.0,0,0.0,93,21.61019456860511,0.58,0.6036113641769265,30,0.18404907975460122,0.5957583041563942,21.005282879607044,0,0.0,0,0.0,0.5433333333333333,0.5229642654423192,0,0.0,0.514197446625904,0.0,8.064709873460728,3.6666666666666625,8.156085753049014,1.3383904669160138,6.7263194065447145,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,30,1,8.950000000000003 +300,4,4.396673384501047,163,4,0.013333333333333334,27,4.396673384501047,0.5766666666666667,0.5622849157448871,6,0.03680981595092025,0.5545511460281005,4.187443654240603,4,0.013333333333333334,96,22.224406805797138,0.5833333333333334,0.6073820368009416,30,0.18404907975460122,0.6005746690288004,21.509932481508166,4,0.013333333333333334,36,4.3936156721954385,0.57,0.5787276530047994,10,0.06134969325153374,0.5704557037810809,4.166593998668441,4.509712105605446,0.666666666666671,4.60235230006999,1.1607874316695372,3.348924673935908,1.64427372599123,-0.666666666666671,1.5904557752980386,0.31183697556099216,1.3324367504302377,0.25,well_estimated,30,1,8.950000000000003 +300,14,10.002382144273188,163,14,0.04666666666666667,56,10.002382144273188,0.5833333333333334,0.5926988876814767,15,0.09202453987730061,0.5857924235773042,9.614166150293826,14,0.04666666666666667,97,22.069600536688174,0.6,0.6104880864365214,29,0.17791411042944785,0.6044590322200547,21.296306350995348,12,0.04,61,9.960076592180537,0.58,0.6002570068348007,17,0.10429447852760736,0.5937025144534596,9.407321691189157,1.77891987550447,1.6666666666666607,1.8666608642750493,0.6783142071105532,1.1006056683939167,0.7558119153323939,-0.33333333333334103,0.7910090876155351,0.3509526565989105,0.4048592587334834,0.5,well_estimated,30,1,8.950000000000003 +300,20,16.021732377606465,163,20,0.06666666666666667,79,16.021732377606465,0.5966666666666667,0.6087263425353215,21,0.12883435582822086,0.602715467460989,15.327590335729925,20,0.06666666666666667,97,21.790702483284807,0.5966666666666667,0.6113816923224943,29,0.17791411042944785,0.6058145986777215,20.900683162720348,20,0.06666666666666667,80,16.014138862661987,0.6033333333333334,0.6093911340517716,21,0.12883435582822086,0.6035044433323052,15.300566850831068,0.2655349787172745,0.0,0.30991312167324425,0.2511337277590293,0.014401250958245182,0.06647915164500473,0.666666666666671,0.0788975871316211,0.14731224658103806,-0.08083309493603333,0.75,well_estimated,30,1,8.950000000000003 +300,28,22.091574252504383,163,28,0.09333333333333334,98,22.091574252504383,0.6066666666666667,0.6119775755282504,27,0.1656441717791411,0.6074131428338226,21.046276297974824,28,0.09333333333333334,98,22.091574252504383,0.6066666666666667,0.6119775755282504,27,0.1656441717791411,0.6074131428338226,21.046276297974824,28,0.09333333333333334,98,22.091574252504383,0.6066666666666667,0.6119775755282504,27,0.1656441717791411,0.6074131428338226,21.046276297974824,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,30,1,8.950000000000003 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5195490719101845,0,0.0,0.5110227690332321,0.0,0,0.0,85,20.32123531217249,0.5866666666666667,0.5918284391863863,19,0.12337662337662338,0.585770088713231,19.68654949194962,0,0.0,0,0.0,0.5133333333333333,0.5195490719101845,0,0.0,0.5110227690332321,0.0,7.227936727620177,7.333333333333336,7.474731967999892,1.2364415262181503,5.991495201402027,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,30,2,8.950000000000003 +300,8,4.51811315215601,154,8,0.02666666666666667,24,4.51811315215601,0.5266666666666666,0.5523986471803973,7,0.045454545454545456,0.5443574430131756,4.364152731531752,8,0.02666666666666667,87,20.356616628758058,0.5733333333333334,0.5956568352921819,22,0.14285714285714285,0.5898905940286867,19.73665617206906,7,0.023333333333333334,32,4.516112790323463,0.5466666666666666,0.5697242444801842,6,0.03896103896103896,0.5624438521166814,4.274330901807421,4.325818811178461,4.666666666666675,4.553315101551114,0.975119119639702,3.3506996915387592,1.7325597299786888,2.0000000000000018,1.8086409103505785,0.398818586340251,1.3337411436384379,0.25,well_estimated,30,2,8.950000000000003 +300,14,11.658138760268729,154,14,0.04666666666666667,58,11.658138760268729,0.5666666666666667,0.5873103462193757,14,0.09090909090909091,0.580241825950035,11.418852305562496,14,0.04666666666666667,87,19.956424934023357,0.58,0.5978537044379556,21,0.13636363636363635,0.591938510204647,19.37768689403874,14,0.04666666666666667,61,11.629614177647339,0.5833333333333334,0.5913673924117926,10,0.06493506493506493,0.5852672791755081,11.229090394326898,1.054335821857988,1.3333333333333308,1.169668425461201,0.48512689706612566,0.5692089247918622,0.4057046192416869,1.6666666666666718,0.5025453225473098,0.2793367956653212,0.12636782357636567,0.5,well_estimated,30,2,8.950000000000003 +300,22,16.13051049551421,154,22,0.07333333333333333,76,16.13051049551421,0.58,0.5975809333573636,18,0.11688311688311688,0.5912967480164649,15.701670293906687,22,0.07333333333333333,94,22.37554696763586,0.59,0.6000028214524646,22,0.14285714285714285,0.5948523829966694,21.75645740708666,22,0.07333333333333333,76,16.008470809200542,0.5833333333333334,0.5979100383533742,17,0.11038961038961038,0.5914975926755732,15.556983542256054,0.24218880951010213,1.0000000000000009,0.3555634980204503,0.3286847784915665,-0.08649596898146439,0.03291049960105763,0.33333333333334103,0.02008446591083013,0.1512447432387088,-0.11833424363765116,0.75,well_estimated,30,2,8.950000000000003 +300,35,21.944902644805957,154,35,0.11666666666666667,93,21.944902644805957,0.5933333333333334,0.6012183739654852,21,0.13636363636363635,0.597238355058515,21.216836800249737,35,0.11666666666666667,93,21.944902644805957,0.5933333333333334,0.6012183739654852,21,0.13636363636363635,0.597238355058515,21.216836800249737,35,0.11666666666666667,93,21.944902644805957,0.5933333333333334,0.6012183739654852,21,0.13636363636363635,0.597238355058515,21.216836800249737,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,30,2,8.950000000000003 +300,0,0.0,148,0,0.0,0,0.0,0.49333333333333335,0.5246085959297623,0,0.0,0.5118703443648559,0.0,0,0.0,80,19.159966596063036,0.5766666666666667,0.5971682800565207,17,0.11486486486486487,0.5864434619897282,18.213322703257585,0,0.0,0,0.0,0.49333333333333335,0.5246085959297623,0,0.0,0.5118703443648559,0.0,7.2559684126758395,8.333333333333332,7.457311762487229,1.203836049368311,6.052132363307528,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,30,3,8.950000000000003 +300,8,5.013289336275539,148,8,0.02666666666666667,26,5.013289336275539,0.5233333333333333,0.5629671799026712,5,0.033783783783783786,0.5494974792402962,4.906498131520914,8,0.02666666666666667,80,18.95386669355304,0.5733333333333334,0.6007415066532741,16,0.10810810810810811,0.5899480935349711,18.03483062598781,8,0.02666666666666667,34,5.010286164465247,0.5366666666666666,0.5773997886339418,6,0.04054054054054054,0.5628275626078744,4.949892015811544,3.7774326750602882,5.000000000000004,4.04506142946749,0.8144897379103943,2.962942937149894,1.4432608731270613,1.3333333333333308,1.3330083367578127,0.25688064794269583,1.1863802251843656,0.25,well_estimated,30,3,8.950000000000003 +300,13,10.533607263852854,148,13,0.043333333333333335,52,10.533607263852854,0.5566666666666666,0.5881267996729339,9,0.060810810810810814,0.574563887403447,10.214783994450077,13,0.043333333333333335,81,19.122417157191602,0.5766666666666667,0.6019748508124404,16,0.10810810810810811,0.5908727925543618,18.291142955155706,9,0.03,56,10.527057625193976,0.55,0.5944379873530617,11,0.07432432432432433,0.5811200645726153,10.134631944765852,1.384805113950649,2.0000000000000018,1.6308905150914765,0.5007062577489395,0.8840988562017095,0.6311187680127839,-0.6666666666666599,0.6556177169168342,0.3310073413663699,0.300111426646414,0.5,well_estimated,30,3,8.950000000000003 +300,11,16.977073904299463,148,11,0.03666666666666667,74,16.977073904299463,0.57,0.5996811670762817,15,0.10135135135135136,0.5879523441340352,16.2642812503767,11,0.03666666666666667,82,19.439758744546474,0.5733333333333334,0.6015237227212844,16,0.10810810810810811,0.5904251613512893,18.557235399678927,11,0.03666666666666667,75,16.953407200115937,0.5733333333333334,0.6008575997332937,14,0.0945945945945946,0.5894099835814017,16.219797045400504,0.1842555645002686,0.33333333333334103,0.24728172172541196,0.18453926919779165,-0.0002837046975230628,0.11764326570119499,0.33333333333334103,0.14576394473665433,0.18324369418894437,-0.06560042848774938,0.75,well_estimated,30,3,8.950000000000003 +300,21,21.42293123566334,148,21,0.07,87,21.42293123566334,0.5766666666666667,0.6025054000277233,18,0.12162162162162163,0.5919324559971612,20.424595760590915,21,0.07,87,21.42293123566334,0.5766666666666667,0.6025054000277233,18,0.12162162162162163,0.5919324559971612,20.424595760590915,21,0.07,87,21.42293123566334,0.5766666666666667,0.6025054000277233,18,0.12162162162162163,0.5919324559971612,20.424595760590915,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,30,3,8.950000000000003 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5126350444440655,0,0.0,0.5120361319146776,0.0,0,0.0,77,16.924838614634073,0.5966666666666667,0.5811545067925059,13,0.08496732026143791,0.5808803166686887,16.763559446285687,0,0.0,0,0.0,0.51,0.5126350444440655,0,0.0,0.5120361319146776,0.0,6.851946234844042,8.666666666666668,6.884418475401111,1.1331735471347189,5.718772687709323,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,31,0,8.100000000000007 +300,13,4.286681807775895,153,13,0.043333333333333335,24,4.286681807775895,0.5333333333333333,0.5418997557137925,6,0.0392156862745098,0.5401960669302156,4.3176016900123795,13,0.043333333333333335,86,19.30432816165317,0.58,0.5874971076218368,18,0.11764705882352941,0.586513333004258,19.212225152661336,5,0.016666666666666666,34,4.286082115521143,0.5466666666666666,0.5637693828455457,6,0.0392156862745098,0.5621257114902835,4.295974065750201,4.559735190804437,4.666666666666663,4.631726607404241,1.0373416002312317,3.5223935905732056,2.186962713175322,1.3333333333333308,2.192964456006785,0.4410289436646046,1.7459337695107175,0.25,well_estimated,31,0,8.100000000000007 +300,11,10.436493468886104,153,11,0.03666666666666667,55,10.436493468886104,0.5833333333333334,0.575662527562277,8,0.05228758169934641,0.573978825021524,10.405958195208221,11,0.03666666666666667,83,18.304692516275637,0.58,0.5868929360023675,17,0.1111111111111111,0.5860236834445514,18.202262284442995,11,0.03666666666666667,59,10.427110435536575,0.5766666666666667,0.5816091423463485,9,0.058823529411764705,0.5799957210544642,10.421474903571655,1.123040844009049,-0.33333333333334103,1.2044858423027383,0.42783124957430413,0.6952095944347447,0.5946614784071547,-0.666666666666671,0.60168960329402,0.1882274551287617,0.40643402327839295,0.5,well_estimated,31,0,8.100000000000007 +300,20,16.647855562726456,153,20,0.06666666666666667,77,16.647855562726456,0.58,0.5863554464092061,16,0.10457516339869281,0.5850652892566875,16.51854807443214,20,0.06666666666666667,88,20.05457414350765,0.5933333333333334,0.5886371703365737,17,0.1111111111111111,0.5875000225780072,19.89562337106146,20,0.06666666666666667,78,16.446879354290814,0.58,0.5880525536037079,15,0.09803921568627451,0.5864761711344563,16.31891640591455,0.2281723927367585,1.333333333333342,0.24347333213196043,0.20658863303686767,0.02158375969989082,0.1697107194501779,0.0,0.14108818777687215,0.15973687203354753,0.009973847416630377,0.75,well_estimated,31,0,8.100000000000007 +300,27,21.1371344526684,153,27,0.09,91,21.1371344526684,0.5933333333333334,0.5890331258407995,18,0.11764705882352941,0.5873218250598224,21.02861852923334,27,0.09,91,21.1371344526684,0.5933333333333334,0.5890331258407995,18,0.11764705882352941,0.5873218250598224,21.02861852923334,27,0.09,91,21.1371344526684,0.5933333333333334,0.5890331258407995,18,0.11764705882352941,0.5873218250598224,21.02861852923334,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,31,0,8.100000000000007 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5151711754550314,0,0.0,0.5153706799111067,0.0,0,0.0,82,18.419089784564935,0.6066666666666667,0.5905467061468365,21,0.1346153846153846,0.5914009349490069,18.323786187871804,0,0.0,0,0.0,0.52,0.5151711754550314,0,0.0,0.5153706799111067,0.0,7.537553069180502,8.666666666666668,7.603025503790017,1.2094655449719267,6.328087524208575,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,31,1,8.100000000000007 +300,6,5.255195438614312,156,6,0.02,30,5.255195438614312,0.5933333333333334,0.5542356652250016,2,0.01282051282051282,0.5539341490463973,5.269257219175877,6,0.02,87,19.921109213632928,0.6066666666666667,0.5938311164810193,24,0.15384615384615385,0.5942367555399491,19.835395647122194,5,0.016666666666666666,36,5.254168665242883,0.61,0.5678119509380313,2,0.01282051282051282,0.5679472453289542,5.229516453707739,3.959545125601771,1.3333333333333308,4.0302606493551885,0.7903720764020427,3.1691730491997285,1.3576285713029712,1.6666666666666607,1.401309628255698,0.39120455144940547,0.9664240198535657,0.25,well_estimated,31,1,8.100000000000007 +300,9,12.302015871266464,156,9,0.03,62,12.302015871266464,0.62,0.5861773771029921,12,0.07692307692307693,0.5871543180598522,12.114343738222079,9,0.03,88,20.411965191261952,0.6,0.594135293462487,25,0.16025641025641027,0.5935362288733668,20.48148948011437,6,0.02,63,12.299236018591646,0.6133333333333333,0.5878392922006864,12,0.07692307692307693,0.588788394177151,12.164338342984763,0.7957916359494832,-2.0000000000000018,0.638191081351458,0.47385056848662127,0.32194106746286194,0.1661915097694311,-0.666666666666671,0.16340761172988216,0.21229651631899613,-0.046105006549565036,0.5,well_estimated,31,1,8.100000000000007 +300,6,16.082604358372645,156,6,0.02,75,16.082604358372645,0.6266666666666667,0.5912837210055504,16,0.10256410256410256,0.592712691490134,15.851668459390359,6,0.02,87,19.921109213632928,0.6066666666666667,0.5938311164810193,24,0.15384615384615385,0.5942367555399491,19.835395647122194,6,0.02,76,16.04623560775279,0.6066666666666667,0.5921975289733878,18,0.11538461538461539,0.5931651952827597,15.867280537769293,0.25473954754688943,-2.0000000000000018,0.15240640498151992,0.2190006958167488,0.03573885173014063,0.09138079678374655,-2.0000000000000018,0.04525037926257358,0.1548783014810611,-0.06349750469731455,0.75,well_estimated,31,1,8.100000000000007 +300,13,20.931741805033607,156,13,0.043333333333333335,90,20.931741805033607,0.6033333333333334,0.5942590690118038,25,0.16025641025641027,0.5935319579573962,21.010666661919217,13,0.043333333333333335,90,20.931741805033607,0.6033333333333334,0.5942590690118038,25,0.16025641025641027,0.5935319579573962,21.010666661919217,13,0.043333333333333335,90,20.931741805033607,0.6033333333333334,0.5942590690118038,25,0.16025641025641027,0.5935319579573962,21.010666661919217,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,31,1,8.100000000000007 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5297193523652788,0,0.0,0.5296560958141798,0.0,0,0.0,82,19.36484440330704,0.6033333333333334,0.6057746647034558,23,0.1411042944785276,0.6058305637991629,19.514804654232243,0,0.0,0,0.0,0.5433333333333333,0.5297193523652788,0,0.0,0.5296560958141798,0.0,7.605531233817697,6.000000000000005,7.617446798498307,1.2036666960107003,6.401864537806997,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,31,2,8.100000000000007 +300,4,5.283413216771155,163,4,0.013333333333333334,32,5.283413216771155,0.5966666666666667,0.5719273966220353,5,0.03067484662576687,0.5717727414402624,5.344393045836748,4,0.013333333333333334,85,20.050914575393012,0.6066666666666667,0.6072316316089477,23,0.1411042944785276,0.6077541171165667,20.155351241092117,3,0.01,36,5.271706732986638,0.61,0.5825866443940343,4,0.024539877300613498,0.5828589115181956,5.242464208668172,3.5304234986912375,1.0000000000000009,3.598137567630433,0.7941132555568476,2.73631024313439,1.0659247771999003,1.3333333333333308,1.1086170077933222,0.24551965870023648,0.8204051184996638,0.25,well_estimated,31,2,8.100000000000007 +300,7,11.24974560231347,163,7,0.023333333333333334,57,11.24974560231347,0.6066666666666667,0.5969163614492369,12,0.0736196319018405,0.5972601664389562,11.267629519531802,7,0.023333333333333334,85,20.026644592008186,0.6,0.6077874442865278,24,0.147239263803681,0.6080193448994305,20.136905156057104,7,0.023333333333333334,60,11.242130212357328,0.6166666666666667,0.6017060869234591,12,0.0736196319018405,0.6015886385788768,11.32295349042803,1.087108283729088,-0.666666666666671,1.0759178460474361,0.4295373127785641,0.6575709709505239,0.4789725474222184,1.0000000000000009,0.4328472139920603,0.3262886036725769,0.1526839437496415,0.5,well_estimated,31,2,8.100000000000007 +300,6,15.597248772669365,163,6,0.02,73,15.597248772669365,0.6033333333333334,0.6060457135792645,19,0.1165644171779141,0.6062646077878189,15.685099010713177,6,0.02,86,20.484683754339834,0.6033333333333334,0.6076193929594589,24,0.147239263803681,0.6081666258568685,20.559705204608957,6,0.02,73,15.552460549598937,0.6133333333333333,0.6066263643014179,18,0.11042944785276074,0.6075436306763159,15.57333249763218,0.15736793801943705,0.0,0.19020180690496602,0.17901042000311043,-0.021642481983673384,0.05806507221534085,0.9999999999999898,0.12790228884970167,0.19525412108166176,-0.1371890488663209,0.75,well_estimated,31,2,8.100000000000007 +300,15,19.836360726452725,163,15,0.05,85,19.836360726452725,0.5933333333333334,0.6085721996921645,24,0.147239263803681,0.6080533927231346,19.97015072275355,15,0.05,85,19.836360726452725,0.5933333333333334,0.6085721996921645,24,0.147239263803681,0.6080533927231346,19.97015072275355,15,0.05,85,19.836360726452725,0.5933333333333334,0.6085721996921645,24,0.147239263803681,0.6080533927231346,19.97015072275355,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,31,2,8.100000000000007 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5345155947591443,0,0.0,0.5352065533505939,0.0,0,0.0,83,17.96097418471505,0.61,0.6092864172200415,20,0.12121212121212122,0.6108930923290385,17.80078895116303,0,0.0,0,0.0,0.55,0.5345155947591443,0,0.0,0.5352065533505939,0.0,7.477082246089717,5.999999999999995,7.568653897844468,1.2493628465009983,6.227719399588718,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,31,3,8.100000000000007 +300,8,6.38178094983954,165,8,0.02666666666666667,34,6.38178094983954,0.59,0.5773495890179248,8,0.048484848484848485,0.5777352033202844,6.393627430381829,8,0.02666666666666667,88,19.200095854263104,0.63,0.6153153457330311,19,0.11515151515151516,0.6161058425533871,19.100037759063724,8,0.02666666666666667,42,6.371010893118264,0.6133333333333333,0.5957161451705005,7,0.04242424242424243,0.5980193728030889,6.1377079006646795,3.796575671510638,4.0000000000000036,3.837063923310269,0.967234601091225,2.829341070419413,1.8366556152575764,2.3333333333333317,2.0284169482804537,0.586833395264554,1.2498222199930225,0.25,well_estimated,31,3,8.100000000000007 +300,14,11.42051987499679,165,14,0.04666666666666667,59,11.42051987499679,0.6266666666666667,0.6028867063993655,11,0.06666666666666667,0.6042293402858163,11.330765299743144,14,0.04666666666666667,90,19.574897855755232,0.6266666666666667,0.6177885482886857,21,0.12727272727272726,0.6190028765620481,19.526178314960138,14,0.04666666666666667,62,11.417708956847418,0.64,0.6101615538489016,10,0.06060606060606061,0.6124635321658802,11.212775917971486,1.49018418893202,0.0,1.4773536276231791,0.575942957438843,0.9142412314931769,0.7274847449536104,1.3333333333333308,0.8234191880063912,0.36613151555205403,0.36135322940155634,0.5,well_estimated,31,3,8.100000000000007 +300,20,16.82122951970064,165,20,0.06666666666666667,81,16.82122951970064,0.6333333333333333,0.6168579041531692,17,0.10303030303030303,0.6178495205456211,16.68992012682596,20,0.06666666666666667,90,19.654000093314593,0.64,0.6185771350576037,19,0.11515151515151516,0.6191980982607532,19.683162166607087,20,0.06666666666666667,81,16.812273248444065,0.64,0.6174629346940764,17,0.10303030303030303,0.6186832288869154,16.745934829703785,0.17192309044344878,0.666666666666671,0.1348577715132082,0.22264357329999715,-0.05072048285654837,0.06050305409072143,0.666666666666671,0.08337083412942592,0.13013682586250225,-0.06963377177178082,0.75,well_estimated,31,3,8.100000000000007 +300,23,19.305400531482963,165,23,0.07666666666666666,89,19.305400531482963,0.6433333333333333,0.6186479037634307,18,0.10909090909090909,0.6195011988818269,19.328623614134294,23,0.07666666666666666,89,19.305400531482963,0.6433333333333333,0.6186479037634307,18,0.10909090909090909,0.6195011988818269,19.328623614134294,23,0.07666666666666666,89,19.305400531482963,0.6433333333333333,0.6186479037634307,18,0.10909090909090909,0.6195011988818269,19.328623614134294,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,31,3,8.100000000000007 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5321970430593879,0,0.0,0.5361431868175756,0.0,0,0.0,88,20.666906102440883,0.5866666666666667,0.6038526930686635,25,0.15625,0.6008279447635584,21.470100494354696,0,0.0,0,0.0,0.5333333333333333,0.5321970430593879,0,0.0,0.5361431868175756,0.0,7.165565000927565,5.333333333333334,6.468475794598283,1.429973368773613,5.735591632153952,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,32,0,9.650000000000002 +300,8,3.904631108400381,160,8,0.02666666666666667,23,3.904631108400381,0.5466666666666666,0.5615531307977628,8,0.05,0.5628262540209453,4.240399901853197,8,0.02666666666666667,86,19.369907145197807,0.5966666666666667,0.6072027291856401,24,0.15,0.6044367747829764,20.16614765410654,7,0.023333333333333334,30,3.8930139327034916,0.58,0.5795098553012651,4,0.025,0.579214602281853,4.374028584600168,4.56495983878773,5.000000000000004,4.161052076203109,0.9914918183629079,3.573468020424822,1.7956724503502275,3.3333333333333326,1.6388348260907626,0.4009705184305758,1.3947019319196516,0.25,well_estimated,32,0,9.650000000000002 +300,8,10.330999682619549,160,8,0.02666666666666667,54,10.330999682619549,0.57,0.5941043941367801,15,0.09375,0.5933575299046894,10.866732559846279,8,0.02666666666666667,86,19.369907145197807,0.5966666666666667,0.6072027291856401,24,0.15,0.6044367747829764,20.16614765410654,8,0.02666666666666667,56,10.326689920300161,0.57,0.5996652911053286,15,0.09375,0.5974413230313482,11.117526741797112,1.3098335048860044,2.6666666666666727,1.1079244878287042,0.5578106413810248,0.7520228635049796,0.5560896968548557,0.0,0.40837931266588523,0.3605128195981408,0.19557687725671485,0.5,well_estimated,32,0,9.650000000000002 +300,21,16.805813240988023,160,21,0.07,78,16.805813240988023,0.5833333333333334,0.6081311778128383,21,0.13125,0.605527360037366,17.570382556088624,21,0.07,90,20.46012397005835,0.59,0.6100227646175874,24,0.15,0.6076466302161473,21.158764594860997,21,0.07,80,16.777182310550344,0.5833333333333334,0.6088400607580571,21,0.13125,0.6057505871565737,17.64390344361753,0.18915868047491013,0.6666666666666599,0.21192701787813295,0.21113287558974184,-0.0219741951148317,0.07088829452187584,0.0,0.02232271192077473,0.14326647261202646,-0.07237817809015062,0.75,well_estimated,32,0,9.650000000000002 +300,28,21.968642234140734,160,28,0.09333333333333334,95,21.968642234140734,0.5866666666666667,0.610588433688997,26,0.1625,0.6073285311993967,22.787725734955632,28,0.09333333333333334,95,21.968642234140734,0.5866666666666667,0.610588433688997,26,0.1625,0.6073285311993967,22.787725734955632,28,0.09333333333333334,95,21.968642234140734,0.5866666666666667,0.610588433688997,26,0.1625,0.6073285311993967,22.787725734955632,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,32,0,9.650000000000002 +300,0,0.0,169,0,0.0,0,0.0,0.5633333333333334,0.5259517624341137,0,0.0,0.532607302128172,0.0,0,0.0,88,20.648658484473764,0.6133333333333333,0.6101745764021322,25,0.14792899408284024,0.6107872650530187,21.427441168064362,0,0.0,0,0.0,0.5633333333333334,0.5259517624341137,0,0.0,0.532607302128172,0.0,8.422281396801857,4.999999999999993,7.817996292484675,1.5349735213575535,6.887307875444304,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,32,1,9.650000000000002 +300,5,4.212230012638876,169,5,0.016666666666666666,28,4.212230012638876,0.59,0.5676788476960424,7,0.04142011834319527,0.5717096429757821,4.467338174853945,5,0.016666666666666666,93,21.79955204536786,0.6166666666666667,0.614349462750144,27,0.15976331360946747,0.6140977912303575,22.717118013309634,5,0.016666666666666666,32,4.200420658872135,0.6033333333333334,0.5809320354889658,7,0.04142011834319527,0.5843538893136291,4.57211791986018,4.667061505410164,2.6666666666666727,4.2388148254575375,1.1877060506236266,3.4793554547865373,1.3253187792923393,1.333333333333342,1.2644246337846998,0.3473871632752963,0.977931616017043,0.25,well_estimated,32,1,9.650000000000002 +300,9,9.401207831085046,169,9,0.03,53,9.401207831085046,0.6266666666666667,0.5993298648442194,11,0.0650887573964497,0.6021894895176425,9.802098592440702,9,0.03,93,21.42818619434984,0.6266666666666667,0.6163992617004868,26,0.15384615384615385,0.6160128398209689,22.33680526425686,9,0.03,55,9.378167979471982,0.6033333333333334,0.6030060853686269,15,0.08875739644970414,0.60475542118526,10.003265603304813,1.7069396856267405,0.0,1.3823350303326376,0.8022743722619378,0.9046653133648027,0.3676220524407525,-2.3333333333333317,0.2565931667617538,0.21348713133842115,0.15413492110233137,0.5,well_estimated,32,1,9.650000000000002 +300,14,17.006368685988924,169,14,0.04666666666666667,80,17.006368685988924,0.6233333333333333,0.6146330982230435,23,0.13609467455621302,0.6139355244214632,17.921660773018196,14,0.04666666666666667,93,21.401004385115158,0.6266666666666667,0.6171243041075504,27,0.15976331360946747,0.6160142173688754,22.410347233198028,14,0.04666666666666667,81,16.99674533130819,0.6266666666666667,0.6154493642152618,22,0.1301775147928994,0.6151051524248214,17.8897658063448,0.24912058845069085,0.33333333333334103,0.20786929474122529,0.2754879644657394,-0.02636737601504857,0.08162659922182902,0.33333333333334103,0.11696280033582918,0.16683525773866634,-0.08520865851683732,0.75,well_estimated,32,1,9.650000000000002 +300,20,22.79296021635485,169,20,0.06666666666666667,97,22.79296021635485,0.6266666666666667,0.6171843383884681,29,0.17159763313609466,0.6156376402514313,23.882999605481302,20,0.06666666666666667,97,22.79296021635485,0.6266666666666667,0.6171843383884681,29,0.17159763313609466,0.6156376402514313,23.882999605481302,20,0.06666666666666667,97,22.79296021635485,0.6266666666666667,0.6171843383884681,29,0.17159763313609466,0.6156376402514313,23.882999605481302,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,32,1,9.650000000000002 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5483005295319747,0,0.0,0.5499869585313694,0.0,0,0.0,69,14.36631551751136,0.6133333333333333,0.6177128411323694,13,0.08176100628930817,0.6154000278241019,14.823647313138123,0,0.0,0,0.0,0.53,0.5483005295319747,0,0.0,0.5499869585313694,0.0,6.941231160039463,8.333333333333325,6.541306929273249,1.0073521427544023,5.933879017285061,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,32,2,9.650000000000002 +300,1,2.891566504994886,159,1,0.0033333333333333335,21,2.891566504994886,0.5633333333333334,0.581832548707539,2,0.012578616352201259,0.5811173682387285,3.180039868234535,1,0.0033333333333333335,70,14.642091069027773,0.6133333333333333,0.618255213395788,13,0.08176100628930817,0.6157568836850024,15.101275993297028,1,0.0033333333333333335,26,2.890974797388325,0.58,0.5917846268191463,2,0.012578616352201259,0.5907455974061009,3.21761805961699,3.6422664688249062,4.999999999999993,3.463951544627386,0.6883787873901447,2.9538876814347614,0.9952078111607365,1.6666666666666607,0.9628229167372382,0.2617808778408935,0.7334269333198431,0.25,well_estimated,32,2,9.650000000000002 +300,5,8.543904267787603,159,5,0.016666666666666666,47,8.543904267787603,0.6,0.6078391385265665,8,0.050314465408805034,0.6056287309390675,9.000843056079951,5,0.016666666666666666,72,15.291782584610292,0.61,0.6196990908742482,14,0.0880503144654088,0.6169649198718019,15.792107169952343,5,0.016666666666666666,50,8.489077317500067,0.6133333333333333,0.6136604831299056,7,0.0440251572327044,0.6110449075867544,8.975563690992926,1.185995234768178,1.0000000000000009,1.133618893273436,0.29568025586897484,0.8903149788992031,0.5821344603339162,1.3333333333333308,0.5416176647686899,0.2613139455895269,0.32082051474438933,0.5,well_estimated,32,2,9.650000000000002 +300,9,12.900329355070472,159,9,0.03,65,12.900329355070472,0.6133333333333333,0.619294304423522,12,0.07547169811320754,0.6167651801331405,13.403664241463762,9,0.03,74,15.83320104086473,0.6166666666666667,0.6203439017321469,13,0.08176100628930817,0.6172407679884339,16.387547211082623,9,0.03,65,12.84923993629253,0.6133333333333333,0.6195916854853653,11,0.06918238993710692,0.6167459192220298,13.350327359835383,0.10495973086249721,0.33333333333334103,0.04755878552933357,0.14419902994904688,-0.03923929908654966,0.02973810618432937,0.0,-0.0019260911110707823,0.061813258557016255,-0.032075152372686884,0.75,well_estimated,32,2,9.650000000000002 +300,12,16.71777587746624,159,12,0.04,77,16.71777587746624,0.62,0.6204140938067294,13,0.08176100628930817,0.6172763890118932,17.302379379343627,12,0.04,77,16.71777587746624,0.62,0.6204140938067294,13,0.08176100628930817,0.6172763890118932,17.302379379343627,12,0.04,77,16.71777587746624,0.62,0.6204140938067294,13,0.08176100628930817,0.6172763890118932,17.302379379343627,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,32,2,9.650000000000002 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.4995189786807224,0,0.0,0.5023633092687491,0.0,0,0.0,98,21.238827825295083,0.6033333333333334,0.5920116626051984,21,0.1346153846153846,0.589462041706218,21.861507679863017,0,0.0,0,0.0,0.52,0.4995189786807224,0,0.0,0.5023633092687491,0.0,9.249268392447602,8.333333333333337,8.709873243746891,1.4237549648577985,7.8255134275898035,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,32,3,9.650000000000002 +300,7,6.964362264824257,156,7,0.023333333333333334,42,6.964362264824257,0.58,0.5513571505311489,6,0.038461538461538464,0.5528879136146618,7.121572953989434,7,0.023333333333333334,102,22.30496501638006,0.62,0.5964861348507946,20,0.1282051282051282,0.5943155764701872,22.88508808548665,5,0.016666666666666666,51,6.949517091868083,0.59,0.5722568642880667,6,0.038461538461538464,0.5708311004515733,7.317618373551541,4.512898431964574,4.0000000000000036,4.1427662855525345,1.0524420841802768,3.460456347784297,2.0899713756917793,1.0000000000000009,1.794318683691143,0.6492717158442012,1.440699659847578,0.25,well_estimated,32,3,9.650000000000002 +300,13,12.525451100426745,156,13,0.043333333333333335,68,12.525451100426745,0.6033333333333334,0.580175533062349,14,0.08974358974358974,0.5806470197673437,12.831017743072481,13,0.043333333333333335,107,23.37693056341875,0.62,0.598300390124094,21,0.1346153846153846,0.5961558885007336,23.997344871362397,10,0.03333333333333333,73,12.524468569151018,0.5966666666666667,0.5891098994467162,15,0.09615384615384616,0.5875466211114858,13.007969385464397,1.8124857061744937,1.6666666666666607,1.5508868733389969,0.71458826393929,1.0978974422352037,0.8934366384367176,-0.666666666666671,0.6899601344142137,0.5771659452995959,0.31627069313712175,0.5,well_estimated,32,3,9.650000000000002 +300,14,18.03044482858188,156,14,0.04666666666666667,89,18.03044482858188,0.6133333333333333,0.595878743875197,17,0.10897435897435898,0.5945983516744797,18.44076357965401,14,0.04666666666666667,108,23.711862477889667,0.6166666666666667,0.5984905447718375,22,0.14102564102564102,0.5964082448362998,24.328858472553453,14,0.04666666666666667,90,17.953759978970997,0.6133333333333333,0.5971853797564433,17,0.10897435897435898,0.5956673389131917,18.42238086741544,0.26118008966404815,0.33333333333334103,0.18098931618201197,0.28951438204348806,-0.028334292379439907,0.1306635881246243,0.0,0.10689872387119603,0.13752298870095336,-0.0068594005763290555,0.75,well_estimated,32,3,9.650000000000002 +300,26,24.6404722174039,156,26,0.08666666666666667,110,24.6404722174039,0.6333333333333333,0.5995777483546854,22,0.14102564102564102,0.5964551897351569,25.382873675264364,26,0.08666666666666667,110,24.6404722174039,0.6333333333333333,0.5995777483546854,22,0.14102564102564102,0.5964551897351569,25.382873675264364,26,0.08666666666666667,110,24.6404722174039,0.6333333333333333,0.5995777483546854,22,0.14102564102564102,0.5964551897351569,25.382873675264364,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,32,3,9.650000000000002 +300,0,0.0,175,0,0.0,0,0.0,0.5833333333333334,0.5372558128806856,0,0.0,0.5331263312259903,0.0,0,0.0,84,18.89253990158506,0.6266666666666667,0.6184551624608697,29,0.1657142857142857,0.6130159572407055,18.839584280012563,0,0.0,0,0.0,0.5833333333333334,0.5372558128806856,0,0.0,0.5331263312259903,0.0,8.119934958018415,4.333333333333334,7.988962601471517,1.2631014993184846,6.856833458699931,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,33,0,6.35 +300,2,4.373025967126299,175,2,0.006666666666666667,30,4.373025967126299,0.6066666666666667,0.5836533724506567,10,0.05714285714285714,0.5778272078511447,4.622297906489171,2,0.006666666666666667,83,18.178337364938265,0.6333333333333333,0.6199016120122053,27,0.15428571428571428,0.6142471368152274,18.13732867594477,2,0.006666666666666667,34,4.350208911537108,0.6233333333333333,0.5934700470777826,8,0.045714285714285714,0.5877092912060239,4.487335637012417,3.6248239561548545,2.6666666666666616,3.6419928964082637,0.9696889863346358,2.6551349698202187,0.9816674627125876,1.6666666666666607,0.9882083354879168,0.20364425978422057,0.7780232029283671,0.25,well_estimated,33,0,6.35 +300,11,9.465097594866853,175,11,0.03666666666666667,55,9.465097594866853,0.6433333333333333,0.6107397825350186,14,0.08,0.6039833987438558,9.689750792517403,11,0.03666666666666667,84,18.314831829497447,0.6366666666666667,0.6237052268723107,27,0.15428571428571428,0.6175135797378624,18.250350963080514,11,0.03666666666666667,57,9.416870751044396,0.6366666666666667,0.6151999028729787,17,0.09714285714285714,0.6093134521695851,9.466556160574768,1.2965444337292076,-0.6666666666666599,1.3530180994006602,0.6294649486841286,0.667079485045079,0.44601203379600607,-0.6666666666666599,0.5330053425729342,0.3444993036867781,0.10151273010922796,0.5,well_estimated,33,0,6.35 +300,18,15.069747253995601,175,18,0.06,76,15.069747253995601,0.6466666666666666,0.6227760504525536,22,0.12571428571428572,0.6162380412816693,15.138083717463696,18,0.06,89,19.76006483918015,0.6466666666666666,0.6247627812869457,27,0.15428571428571428,0.618781337025861,19.695097467790205,18,0.06,75,14.89744607411624,0.6333333333333333,0.6232933425941364,24,0.13714285714285715,0.6169770957596541,14.932161833776002,0.19867308343921586,0.0,0.2543295744191765,0.2554203298240301,-0.056747246384814265,0.05172921415828036,-1.3333333333333308,0.07390544779848351,0.11451666374920313,-0.06278744959092278,0.75,well_estimated,33,0,6.35 +300,21,20.58551332358522,175,21,0.07,92,20.58551332358522,0.6533333333333333,0.6249233112072534,27,0.15428571428571428,0.6190126154840344,20.511570198958893,21,0.07,92,20.58551332358522,0.6533333333333333,0.6249233112072534,27,0.15428571428571428,0.6190126154840344,20.511570198958893,21,0.07,92,20.58551332358522,0.6533333333333333,0.6249233112072534,27,0.15428571428571428,0.6190126154840344,20.511570198958893,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,33,0,6.35 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5273713267274565,0,0.0,0.5221285756770421,0.0,0,0.0,78,18.523063143100277,0.62,0.5845336375270561,14,0.08695652173913043,0.5775637686858052,18.60787868212381,0,0.0,0,0.0,0.5366666666666666,0.5273713267274565,0,0.0,0.5221285756770421,0.0,5.716231079959966,8.333333333333337,5.5435193008763095,1.1731960946534004,4.543034985306566,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,33,1,6.35 +300,13,3.6536882776230026,161,13,0.043333333333333335,24,3.6536882776230026,0.5533333333333333,0.5578769724828163,4,0.024844720496894408,0.5516730791710872,3.7415349396531115,13,0.043333333333333335,86,20.302166887664747,0.6166666666666667,0.5934914535892916,17,0.10559006211180125,0.5855899330707408,20.397363290833166,13,0.043333333333333335,28,3.626631704675393,0.5666666666666667,0.5664568583149693,5,0.031055900621118012,0.5598434302450457,3.6563055603767367,3.561448110647525,6.333333333333336,3.39168538996536,1.0527723375030738,2.508675773144451,0.8579885832152967,1.3333333333333308,0.8170351073958471,0.30708917152510795,0.5508994116901887,0.25,well_estimated,33,1,6.35 +300,19,8.936243967151078,161,19,0.06333333333333334,50,8.936243967151078,0.5866666666666667,0.5826103385058222,8,0.049689440993788817,0.5743343782790201,9.122168934588654,19,0.06333333333333334,85,19.357659842457483,0.63,0.5954796590899878,15,0.09316770186335403,0.5875641564970234,19.44011030088203,19,0.06333333333333334,51,8.91289740733283,0.5966666666666667,0.5862480568737148,9,0.055900621118012424,0.5779265260608287,9.150831225568982,1.2869320584165567,4.333333333333334,1.3229778218003307,0.6589058717082505,0.6280261867083061,0.3637718367892617,1.0000000000000009,0.3592147781808608,0.2646262552685351,0.09914558152072661,0.5,well_estimated,33,1,6.35 +300,27,13.233096782086204,161,27,0.09,67,13.233096782086204,0.61,0.5925903786939453,11,0.06832298136645963,0.5841749086122813,13.379440668128979,27,0.09,88,20.510070451022884,0.62,0.5960983383843268,18,0.11180124223602485,0.5878081481748546,20.605804914295632,27,0.09,66,13.179809624104172,0.6133333333333333,0.5931588410236285,11,0.06832298136645963,0.5842888902200549,13.405194362872114,0.35079596903815347,1.0000000000000009,0.36332395625733316,0.45058271869822025,-0.09978674966006679,0.0568462329683217,0.33333333333332993,0.011398160777364996,0.12033811994939618,-0.06349188698107448,0.75,well_estimated,33,1,6.35 +300,30,20.919278151692048,161,30,0.1,89,20.919278151692048,0.6166666666666667,0.596131336817999,19,0.11801242236024845,0.5881190610030763,20.983405229992528,30,0.1,89,20.919278151692048,0.6166666666666667,0.596131336817999,19,0.11801242236024845,0.5881190610030763,20.983405229992528,30,0.1,89,20.919278151692048,0.6166666666666667,0.596131336817999,19,0.11801242236024845,0.5881190610030763,20.983405229992528,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,33,1,6.35 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5257085677538805,0,0.0,0.5209654344630846,0.0,0,0.0,88,21.89838920131317,0.58,0.5931911463258663,24,0.1509433962264151,0.5851313931483744,21.853030207944087,0,0.0,0,0.0,0.53,0.5257085677538805,0,0.0,0.5209654344630846,0.0,6.748257857198581,4.999999999999993,6.416595868528974,1.3509053255475456,5.397352531651036,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,33,2,6.35 +300,5,4.531443178896224,159,5,0.016666666666666666,27,4.531443178896224,0.56,0.5612647026007681,5,0.031446540880503145,0.5537074095837536,4.760062964784732,5,0.016666666666666666,94,23.365473037953972,0.58,0.5969869649264611,26,0.16352201257861634,0.5876349557065278,23.53748247134309,5,0.016666666666666666,32,4.522405149219324,0.57,0.5720586188036335,5,0.031446540880503145,0.5635457986766499,4.745070410535773,3.5722262325692977,1.9999999999999907,3.3927546122774155,1.088755506829282,2.4834707257400157,1.0793916202865406,0.9999999999999898,0.9838389092896249,0.3904077459497488,0.6889838743367918,0.25,well_estimated,33,2,6.35 +300,18,10.65225132967764,159,18,0.06,53,10.65225132967764,0.57,0.5846263863649415,11,0.06918238993710692,0.5748733183757456,11.016675580067663,18,0.06,96,23.84487034475047,0.5833333333333334,0.6021859694370558,28,0.1761006289308176,0.5917456789658504,24.005886437564712,18,0.06,56,10.645709036735104,0.58,0.5918406116077726,12,0.07547169811320754,0.5812194880608219,11.062938123606529,1.755958307211436,1.333333333333342,1.6872360590104774,0.8037852199778569,0.9521730872335791,0.7214225242831107,1.0000000000000009,0.6346169685076286,0.3208897787562429,0.4005327455268678,0.5,well_estimated,33,2,6.35 +300,26,17.233476116150992,159,26,0.08666666666666667,77,17.233476116150992,0.5833333333333334,0.5999840504490028,19,0.11949685534591195,0.5885466290437048,17.67558362386808,26,0.08666666666666667,97,24.031651505422087,0.5833333333333334,0.6038487417544399,28,0.1761006289308176,0.5928818957724764,24.274505897935175,26,0.08666666666666667,77,17.086811150609186,0.6,0.601514183966432,18,0.11320754716981132,0.5900095796443975,17.492506773539926,0.38646913054370957,0.0,0.4335266728771603,0.40441351385093405,-0.017944383307224476,0.15301335174291442,1.6666666666666607,0.14629506006926807,0.19643139859841077,-0.043418046855496356,0.75,well_estimated,33,2,6.35 +300,30,23.73052439720219,159,30,0.1,96,23.73052439720219,0.5833333333333334,0.6039976857661247,27,0.16981132075471697,0.5930774783094932,23.961835965103255,30,0.1,96,23.73052439720219,0.5833333333333334,0.6039976857661247,27,0.16981132075471697,0.5930774783094932,23.961835965103255,30,0.1,96,23.73052439720219,0.5833333333333334,0.6039976857661247,27,0.16981132075471697,0.5930774783094932,23.961835965103255,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,33,2,6.35 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5328135263916044,0,0.0,0.529230246934194,0.0,0,0.0,86,20.293395763468595,0.6033333333333334,0.6143274552786278,20,0.125,0.6086839036036625,20.30807536887694,0,0.0,0,0.0,0.5333333333333333,0.5328135263916044,0,0.0,0.529230246934194,0.0,8.151392888702336,7.000000000000006,7.9453656669468575,1.2880141105968401,6.863378778105496,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,33,3,6.35 +300,10,6.396062527651825,160,10,0.03333333333333333,39,6.396062527651825,0.5866666666666667,0.5872496313608784,6,0.0375,0.5806990112227195,6.622806831277825,10,0.03333333333333333,92,21.849056072035044,0.5833333333333334,0.6212668297255359,25,0.15625,0.6135841433918753,22.055132700497413,8,0.02666666666666667,42,6.390326845200648,0.5666666666666667,0.6001895921850878,8,0.05,0.5926843255346262,6.73568800362004,3.4017198364657553,-0.33333333333332993,3.2885132169155784,0.8793712915693647,2.5223485448963907,1.293996082420945,-2.0000000000000018,1.1985314311906747,0.3934107574332493,0.9005853249876958,0.25,well_estimated,33,3,6.35 +300,10,11.166841771277435,160,10,0.03333333333333333,58,11.166841771277435,0.5933333333333334,0.6076429219961103,11,0.06875,0.5992655819604503,11.51096635883147,10,0.03333333333333333,92,21.849056072035044,0.5833333333333334,0.6212668297255359,25,0.15625,0.6135841433918753,22.055132700497413,10,0.03333333333333333,60,11.158689814517771,0.59,0.6132325547211401,11,0.06875,0.6060487194881521,11.37128565688002,1.3623907729425677,-1.0000000000000009,1.4318561431424959,0.539077543844707,0.8233132290978608,0.558963272502988,-0.33333333333334103,0.6783137527701766,0.2590013461586944,0.29996192634429364,0.5,well_estimated,33,3,6.35 +300,19,17.458385808646234,160,19,0.06333333333333334,80,17.458385808646234,0.59,0.6210272975953038,18,0.1125,0.6127512520006206,17.734274447837194,19,0.06333333333333334,96,22.71275338182933,0.59,0.6236772806199496,25,0.15625,0.6148631527173817,23.049227539592117,19,0.06333333333333334,81,17.435427011110125,0.59,0.6218386507441669,19,0.11875,0.6137815937845189,17.71787936200715,0.2649983024645808,0.0,0.21119007167610393,0.2891181627579821,-0.024119860293401296,0.08113531488630477,0.0,0.10303417838982698,0.15151492384812412,-0.07037960896181936,0.75,well_estimated,33,3,6.35 +300,24,23.053321566314263,160,24,0.08,97,23.053321566314263,0.59,0.6238849241707207,25,0.15625,0.6152588765527955,23.363052939683715,24,0.08,97,23.053321566314263,0.59,0.6238849241707207,25,0.15625,0.6152588765527955,23.363052939683715,24,0.08,97,23.053321566314263,0.59,0.6238849241707207,25,0.15625,0.6152588765527955,23.363052939683715,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,33,3,6.35 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.5464190335827567,0,0.0,0.5393120125638596,0.0,0,0.0,76,17.930020182909754,0.5633333333333334,0.6137518919050335,27,0.15789473684210525,0.6058642382188754,17.7343492293347,0,0.0,0,0.0,0.57,0.5464190335827567,0,0.0,0.5393120125638596,0.0,6.733285832227686,-0.6666666666666599,6.655222565501573,1.131614132191211,5.6016717000364755,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,34,0,9.599999999999998 +300,3,5.512389472732337,171,3,0.01,28,5.512389472732337,0.58,0.5807980360612768,7,0.04093567251461988,0.5716119535348874,5.679449922043179,3,0.01,78,18.571881553796917,0.5633333333333334,0.6155059684828431,28,0.16374269005847952,0.6068549009145766,18.474404055708614,3,0.01,36,5.500380378447487,0.5766666666666667,0.6005557391289433,10,0.05847953216374269,0.5923399700443409,5.547115567363427,3.4707932421566334,-1.6666666666666607,3.524294737968925,0.8496860677189966,2.621107174437637,1.9757703067666554,-0.33333333333332993,2.072801650945355,0.379146205227203,1.5966241015394524,0.25,well_estimated,34,0,9.599999999999998 +300,11,9.807314729915044,171,11,0.03666666666666667,50,9.807314729915044,0.5833333333333334,0.6084098217300735,16,0.0935672514619883,0.5991510956585688,9.99892753956668,11,0.03666666666666667,76,17.61329640944639,0.5733333333333334,0.6186581121295104,26,0.15204678362573099,0.6101407833609751,17.57921962146533,11,0.03666666666666667,52,9.801654836530199,0.5866666666666667,0.6120513309179374,14,0.08187134502923976,0.6033594336348997,9.915513198627993,1.0248290399436866,-1.0000000000000009,1.098968770240627,0.4382454535268903,0.5865835864167963,0.36415091878638783,0.33333333333332993,0.42083379763309114,0.21393185863297937,0.15021906015340847,0.5,well_estimated,34,0,9.599999999999998 +300,19,15.318343086142914,171,19,0.06333333333333334,69,15.318343086142914,0.5833333333333334,0.6184194551096649,22,0.1286549707602339,0.6093778048721977,15.38475270964998,19,0.06333333333333334,77,18.13185941325086,0.5666666666666667,0.6205658757932592,28,0.16374269005847952,0.6119183473089341,18.11992525302973,19,0.06333333333333334,69,15.231005182181814,0.5833333333333334,0.6190821697073474,22,0.1286549707602339,0.6105535960793556,15.20142074804108,0.21464206835942745,-1.6666666666666718,0.2540542436736404,0.15092635352699205,0.0637157148324354,0.06627145976825233,0.0,0.1175791207157828,0.14195049759256326,-0.07567903782431093,0.75,well_estimated,34,0,9.599999999999998 +300,32,21.30004890183774,171,32,0.10666666666666667,86,21.30004890183774,0.5866666666666667,0.6216845464241914,28,0.16374269005847952,0.6126814157895288,21.262388838589448,32,0.10666666666666667,86,21.30004890183774,0.5866666666666667,0.6216845464241914,28,0.16374269005847952,0.6126814157895288,21.262388838589448,32,0.10666666666666667,86,21.30004890183774,0.5866666666666667,0.6216845464241914,28,0.16374269005847952,0.6126814157895288,21.262388838589448,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,34,0,9.599999999999998 +300,0,0.0,148,0,0.0,0,0.0,0.49333333333333335,0.530443250845313,0,0.0,0.5274459878481966,0.0,0,0.0,82,18.84157414317652,0.5533333333333333,0.6059364366506108,19,0.12837837837837837,0.5987884053546109,18.96735493951411,0,0.0,0,0.0,0.49333333333333335,0.530443250845313,0,0.0,0.5274459878481966,0.0,7.549318580529785,6.0,7.134241750641424,1.123452300928053,6.425866279601731,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,34,1,9.599999999999998 +300,11,4.824915751783418,148,11,0.03666666666666667,29,4.824915751783418,0.5333333333333333,0.572586318520538,4,0.02702702702702703,0.5677881523043489,4.80929645055186,11,0.03666666666666667,82,18.297669136727063,0.5733333333333334,0.6136786626659936,17,0.11486486486486487,0.6047040708745726,18.649732126242967,11,0.03666666666666667,35,4.800807056712299,0.5566666666666666,0.587482755864322,3,0.02027027027027027,0.5812752773508005,4.977547854513815,4.1092344145455595,4.0000000000000036,3.6915918570223694,0.9454361025882176,3.1637983119573416,1.4896437343783986,2.3333333333333317,1.3487125046451665,0.30965180315354945,1.179991931224849,0.25,well_estimated,34,1,9.599999999999998 +300,13,9.461517602283676,148,13,0.043333333333333335,51,9.461517602283676,0.55,0.5981394832039484,11,0.07432432432432433,0.5918781010343903,9.544505966897084,13,0.043333333333333335,84,18.786124585300932,0.5766666666666667,0.6144593757703859,17,0.11486486486486487,0.6056588634275158,19.107816343779433,13,0.043333333333333335,54,9.442871585274245,0.5666666666666667,0.60318057673539,9,0.060810810810810814,0.5960971833547243,9.694552666605048,1.631989256643751,2.6666666666666616,1.3780762393125534,0.5950148694920299,1.0369743871517212,0.5041093531441665,1.6666666666666607,0.42190823203339667,0.3427466634715535,0.16136268967261297,0.5,well_estimated,34,1,9.599999999999998 +300,15,15.759655455197885,148,15,0.05,75,15.759655455197885,0.57,0.6129296054371781,15,0.10135135135135136,0.6039850029964869,16.104301837341836,15,0.05,86,19.3424900417157,0.5766666666666667,0.6149472284516243,17,0.11486486486486487,0.6057505048694162,19.7157203575639,15,0.05,75,15.505086239860873,0.57,0.6132883281044298,15,0.10135135135135136,0.6044319263319108,15.883377893459304,0.20176230144461904,0.666666666666671,0.17655018729292316,0.18935345297150477,0.01240884847311427,0.035872266725167634,0.0,0.04469233354238433,0.08397143586818204,-0.0480991691430144,0.75,well_estimated,34,1,9.599999999999998 +300,22,19.711504491989647,148,22,0.07333333333333333,87,19.711504491989647,0.58,0.6155974693761613,17,0.11486486486486487,0.6059576264788605,20.05313259354003,22,0.07333333333333333,87,19.711504491989647,0.58,0.6155974693761613,17,0.11486486486486487,0.6059576264788605,20.05313259354003,22,0.07333333333333333,87,19.711504491989647,0.58,0.6155974693761613,17,0.11486486486486487,0.6059576264788605,20.05313259354003,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,34,1,9.599999999999998 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5079022562317801,0,0.0,0.5049241984621795,0.0,0,0.0,96,21.758055394959342,0.58,0.5965593839127581,25,0.15723270440251572,0.5891707889977952,21.906210778063304,0,0.0,0,0.0,0.53,0.5079022562317801,0,0.0,0.5049241984621795,0.0,8.8657127680978,4.999999999999993,8.424659053561568,1.6078078991670723,7.257904868930728,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,34,2,9.599999999999998 +300,9,6.199351429125094,159,9,0.03,37,6.199351429125094,0.5533333333333333,0.5563979766392965,9,0.05660377358490566,0.551783099941221,6.318984179264606,9,0.03,101,22.960312983264263,0.59,0.6016995657583689,27,0.16981132075471697,0.5943142564011878,23.132338382164324,9,0.03,42,6.1981034564674164,0.5833333333333334,0.5722486529980013,5,0.031446540880503145,0.5667289695138222,6.409534664767956,4.530158911907245,3.6666666666666625,4.253115645996686,1.251182381072567,3.2789765308346777,1.5850676358704852,3.0000000000000027,1.4945869572601245,0.48658534228345673,1.0984822935870284,0.25,well_estimated,34,2,9.599999999999998 +300,20,13.362714150837718,159,20,0.06666666666666667,70,13.362714150837718,0.5966666666666667,0.58943148577745,14,0.0880503144654088,0.5828481528951193,13.62370174292075,20,0.06666666666666667,104,23.657406353680095,0.5966666666666667,0.605716354312085,27,0.16981132075471697,0.599187672354295,23.713335376492303,20,0.06666666666666667,71,13.34905945617593,0.6,0.5965409352095563,15,0.09433962264150944,0.5888167695359093,13.621551215530115,1.6284868534635066,0.0,1.6339519459175778,0.8383551684132465,0.7901316850502601,0.7109449432106341,0.33333333333332993,0.596861664079007,0.440521243881961,0.27042369932867305,0.5,well_estimated,34,2,9.599999999999998 +300,29,19.276066384825953,159,29,0.09666666666666666,93,19.276066384825953,0.5966666666666667,0.6047389789896818,22,0.13836477987421383,0.5977861372720937,19.42630497583259,29,0.09666666666666666,110,25.31911621904418,0.6033333333333334,0.6074788527720312,29,0.18238993710691823,0.600903001504679,25.383982119988175,28,0.09333333333333334,92,19.23460455527246,0.6066666666666667,0.605246346874847,22,0.13836477987421383,0.5981465659233384,19.317046097955423,0.2739873782349411,0.666666666666671,0.31168642325852813,0.3744560150421465,-0.10046863680720536,0.05073678851652552,1.0000000000000009,0.03604286512446375,0.20389007149356525,-0.15315328297703973,0.75,well_estimated,34,2,9.599999999999998 +300,35,24.83438866008903,159,35,0.11666666666666667,109,24.83438866008903,0.6033333333333334,0.608015302817373,29,0.18238993710691823,0.6011576185221349,24.80920313545874,35,0.11666666666666667,109,24.83438866008903,0.6033333333333334,0.608015302817373,29,0.18238993710691823,0.6011576185221349,24.80920313545874,35,0.11666666666666667,109,24.83438866008903,0.6033333333333334,0.608015302817373,29,0.18238993710691823,0.6011576185221349,24.80920313545874,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,34,2,9.599999999999998 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5362012291702666,0,0.0,0.5290226123900019,0.0,0,0.0,81,18.02981891862657,0.6533333333333333,0.6171673918179365,11,0.07142857142857142,0.609719089440675,17.687639097897982,0,0.0,0,0.0,0.5133333333333333,0.5362012291702666,0,0.0,0.5290226123900019,0.0,8.096616264766986,14.000000000000002,8.069647705067307,1.2080709543486678,6.888545310418318,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,34,3,9.599999999999998 +300,4,5.56468210177878,154,4,0.013333333333333334,32,5.56468210177878,0.5733333333333334,0.5779812499986482,2,0.012987012987012988,0.5712801405618544,5.410109338544365,4,0.013333333333333334,85,19.046570438722885,0.65,0.6202369876611475,14,0.09090909090909091,0.6131272462825073,18.630375248602537,4,0.013333333333333334,39,5.54494440298474,0.6066666666666667,0.5972387237741174,1,0.006493506493506494,0.5894447413099216,5.5193149990819155,4.225573766249935,7.666666666666666,4.184710572065287,0.9303586893634213,3.295215076886514,1.9257473775469158,3.3333333333333326,1.816460074806725,0.47407294614901896,1.4516744313978969,0.25,well_estimated,34,3,9.599999999999998 +300,7,10.097821744938512,154,7,0.023333333333333334,57,10.097821744938512,0.6233333333333333,0.611080925163341,6,0.03896103896103896,0.6037148143321899,9.852227384887891,7,0.023333333333333334,85,18.864573602789534,0.6533333333333333,0.6213179577807337,13,0.08441558441558442,0.6138788207014064,18.487873172206484,7,0.023333333333333334,58,10.013448072330405,0.61,0.6144351040610566,10,0.06493506493506493,0.6071615864455628,9.788322491145399,1.0237032617392727,3.0000000000000027,1.016400636921655,0.487709783185605,0.5359934785536677,0.33541788977156095,-1.3333333333333308,0.34467721133729645,0.2251525760290553,0.11026531374250564,0.5,well_estimated,34,3,9.599999999999998 +300,10,14.207477449386017,154,10,0.03333333333333333,72,14.207477449386017,0.6266666666666667,0.6200394610113903,12,0.07792207792207792,0.6128704859583455,13.920703554969009,10,0.03333333333333333,85,18.83051230791986,0.65,0.6219316121453702,13,0.08441558441558442,0.6140407707714601,18.507811605799805,10,0.03333333333333333,72,14.168656765332283,0.6266666666666667,0.6203712933771547,12,0.07792207792207792,0.61319325895477,13.859426021165929,0.18921511339798913,2.3333333333333317,0.11702848131146526,0.23767187488337652,-0.048456761485387384,0.03318323657643951,0.0,0.032277299642446966,0.053942455281325116,-0.020759218704885604,0.75,well_estimated,34,3,9.599999999999998 +300,15,19.444960982683664,154,15,0.05,87,19.444960982683664,0.6366666666666667,0.622461691291691,16,0.1038961038961039,0.6143074380670931,19.210808725981867,15,0.05,87,19.444960982683664,0.6366666666666667,0.622461691291691,16,0.1038961038961039,0.6143074380670931,19.210808725981867,15,0.05,87,19.444960982683664,0.6366666666666667,0.622461691291691,16,0.1038961038961039,0.6143074380670931,19.210808725981867,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,34,3,9.599999999999998 +300,0,0.0,170,0,0.0,0,0.0,0.5666666666666667,0.5390879520551948,0,0.0,0.5302287268813967,0.0,0,0.0,80,18.258103574785135,0.6333333333333333,0.609005608016133,18,0.10588235294117647,0.5995828426604805,18.114889361269867,0,0.0,0,0.0,0.5666666666666667,0.5390879520551948,0,0.0,0.5302287268813967,0.0,6.991765596093824,6.666666666666665,6.935411577908379,1.011512059730818,5.980253536363006,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,35,0,8.450000000000003 +300,7,4.0300454216890795,170,7,0.023333333333333334,24,4.0300454216890795,0.6,0.5700607518920092,5,0.029411764705882353,0.5603476676652615,4.00694578914581,7,0.023333333333333334,84,19.649002702856095,0.6266666666666667,0.610649454608503,21,0.12352941176470589,0.6021673687545217,19.358758430481227,5,0.016666666666666666,30,4.026550804853059,0.62,0.583996162725451,4,0.023529411764705882,0.5739268440152218,4.075206434568843,4.058870271649373,2.6666666666666727,4.181970108926025,0.7959969759551301,3.262873295694243,1.3935410833441741,2.0000000000000018,1.357917634996031,0.19939148421821623,1.1941495991259579,0.25,well_estimated,35,0,8.450000000000003 +300,9,8.697355670692321,170,9,0.03,47,8.697355670692321,0.64,0.5941705239633469,6,0.03529411764705882,0.5844959787399703,8.53514646814354,9,0.03,85,20.020085757490744,0.63,0.6107951844227864,21,0.12352941176470589,0.6021480971344993,19.73690274633039,5,0.016666666666666666,50,8.676003809173938,0.6366666666666667,0.6009163036491693,8,0.047058823529411764,0.5909937580205417,8.627571953250378,1.6624660459439444,-1.0000000000000009,1.765211839452907,0.5928672650029329,1.0695987809410115,0.6745779685822351,-0.33333333333332993,0.6497779280571381,0.2038694342292249,0.4707085343530102,0.5,well_estimated,35,0,8.450000000000003 +300,11,14.67042512208585,170,11,0.03666666666666667,69,14.67042512208585,0.64,0.608218154946474,14,0.08235294117647059,0.5984766819657658,14.517305259932762,11,0.03666666666666667,87,20.68712127031812,0.63,0.61087725716046,22,0.12941176470588237,0.6023010867824199,20.366095959694142,8,0.02666666666666667,70,14.665476813782655,0.6333333333333333,0.6089537703691572,15,0.08823529411764706,0.6004262678030827,14.413423986224942,0.265910221398602,-1.0000000000000009,0.38244048166541367,0.3452892295467844,-0.07937900814818244,0.0735615422683189,-0.666666666666671,0.19495858373169694,0.17114390242603617,-0.09758236015771726,0.75,well_estimated,35,0,8.450000000000003 +300,14,21.75382731789715,170,14,0.04666666666666667,90,21.75382731789715,0.63,0.6109259184264098,23,0.13529411764705881,0.6030115390625167,21.35092820664275,14,0.04666666666666667,90,21.75382731789715,0.63,0.6109259184264098,23,0.13529411764705881,0.6030115390625167,21.35092820664275,14,0.04666666666666667,90,21.75382731789715,0.63,0.6109259184264098,23,0.13529411764705881,0.6030115390625167,21.35092820664275,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,35,0,8.450000000000003 +300,0,0.0,169,0,0.0,0,0.0,0.5633333333333334,0.5626376531772341,0,0.0,0.5498714184565161,0.0,0,0.0,71,15.636783995472348,0.66,0.6277401742116723,12,0.07100591715976332,0.6152596551800532,15.460899555118568,0,0.0,0,0.0,0.5633333333333334,0.5626376531772341,0,0.0,0.5498714184565161,0.0,6.510252103443815,9.666666666666668,6.538823672353711,0.9250644988016276,5.585187604642187,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,35,1,8.450000000000003 +300,4,4.245954538682996,169,4,0.013333333333333334,26,4.245954538682996,0.6,0.5959255286255133,5,0.029585798816568046,0.5837181097775122,4.1476076334487395,4,0.013333333333333334,71,15.39281860031088,0.6533333333333333,0.6300044106592897,12,0.07100591715976332,0.6178282833937783,15.173579185858452,4,0.013333333333333334,31,4.180574604798188,0.62,0.6101382049189588,4,0.023668639053254437,0.5973448371427988,4.1279893507022445,3.4078882033776403,5.333333333333334,3.4110173616266115,0.7167841743384138,2.6911040290392263,1.421267629344547,2.0000000000000018,1.3626727365286695,0.2702786577823818,1.1509889715621653,0.25,well_estimated,35,1,8.450000000000003 +300,12,8.096654216360502,169,12,0.04,45,8.096654216360502,0.6266666666666667,0.6179025401684978,9,0.05325443786982249,0.6046126130376931,8.071723462101282,12,0.04,77,17.334775929254896,0.6433333333333333,0.6323921555538775,15,0.08875739644970414,0.6200381953197223,17.105163687153123,12,0.04,49,8.082028854321797,0.6433333333333333,0.6236572871916747,7,0.04142011834319527,0.6114570158794465,7.924260082452884,1.448961538537974,1.6666666666666607,1.542558228202917,0.5703689194025373,0.8785926191354366,0.5754747023176909,1.6666666666666607,0.6844402841753361,0.2841063443277328,0.29136835798995814,0.5,well_estimated,35,1,8.450000000000003 +300,17,14.78320514702496,169,17,0.056666666666666664,68,14.78320514702496,0.63,0.6305580213356509,15,0.08875739644970414,0.6172785927430626,14.714485686155209,17,0.056666666666666664,79,18.24733263387427,0.63,0.6332286377084921,19,0.11242603550295859,0.6213304049563371,17.964271436675915,17,0.056666666666666664,70,14.740757734340399,0.6333333333333333,0.6320229768283359,15,0.08875739644970414,0.6200142626855195,14.529405424336042,0.26706163728412724,0.0,0.40518122132744416,0.24993062025151494,0.0171310170326123,0.1464955492684994,0.33333333333332993,0.27356699424568864,0.19697039892021817,-0.05047484965171878,0.75,well_estimated,35,1,8.450000000000003 +300,23,18.994100038748115,169,23,0.07666666666666666,81,18.994100038748115,0.62,0.6336858901392197,22,0.1301775147928994,0.6218852740714615,18.721063558517205,23,0.07666666666666666,81,18.994100038748115,0.62,0.6336858901392197,22,0.1301775147928994,0.6218852740714615,18.721063558517205,23,0.07666666666666666,81,18.994100038748115,0.62,0.6336858901392197,22,0.1301775147928994,0.6218852740714615,18.721063558517205,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,35,1,8.450000000000003 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5352075354410524,0,0.0,0.5242697458241494,0.0,0,0.0,92,22.378257864556538,0.64,0.6173482614513782,17,0.10897435897435898,0.6090746186047492,21.633446993573735,0,0.0,0,0.0,0.52,0.5352075354410524,0,0.0,0.5242697458241494,0.0,8.214072601032585,12.0,8.480487278059979,1.3205712580597846,6.893501342972801,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,35,2,8.450000000000003 +300,4,6.390180936141634,156,4,0.013333333333333334,37,6.390180936141634,0.58,0.5880123755102029,5,0.03205128205128205,0.5785598354305725,6.094398931648829,4,0.013333333333333334,92,22.331655470723696,0.64,0.6197670992212807,17,0.10897435897435898,0.6114138454698211,21.521045673888835,4,0.013333333333333334,42,6.378041209738947,0.6166666666666667,0.599282307675736,1,0.00641025641025641,0.5890256072869418,6.139765443700503,3.1754723711077792,6.000000000000005,3.2854010039248593,0.8450460809943515,2.3304262901134276,1.126993216553307,3.6666666666666736,1.046577185636921,0.3744362075458128,0.7525570090074942,0.25,well_estimated,35,2,8.450000000000003 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+300,22,10.551111101767122,150,22,0.07333333333333333,62,10.551111101767122,0.6066666666666667,0.5952212674310345,6,0.04,0.5962845642371413,10.40124877385329,22,0.07333333333333333,101,22.11221510952672,0.6166666666666667,0.6123417240705273,21,0.14,0.6130883597091293,21.963303563087376,22,0.07333333333333333,64,10.544817993111188,0.6133333333333333,0.600904807021329,8,0.05333333333333334,0.6026807651936614,10.24875536003042,1.7120456639492798,1.0000000000000009,1.680379547198807,0.6603319074518985,1.0517137564973813,0.568353959029444,0.6666666666666599,0.6396200956520159,0.36541532102996055,0.20293863799948342,0.5,well_estimated,36,0,7.350000000000001 +300,33,17.82805670924451,150,33,0.11,89,17.82805670924451,0.6066666666666667,0.6132173791963447,17,0.11333333333333333,0.615084770663871,17.495589373519348,33,0.11,104,22.92659871834856,0.6233333333333333,0.6154918564310052,20,0.13333333333333333,0.6180393862443049,22.42538462893367,33,0.11,89,17.721106221924643,0.62,0.6137742369545625,15,0.1,0.6169476558367407,17.198556226322467,0.22744772346605657,1.6666666666666607,0.29546155804338614,0.34691043165449836,-0.11946270818844179,0.055685775821778805,1.3333333333333308,0.18628851728696993,0.204169046509374,-0.1484832706875952,0.75,well_estimated,36,0,7.350000000000001 +300,39,22.559969145683805,150,39,0.13,103,22.559969145683805,0.62,0.6160949720699556,19,0.12666666666666668,0.618873058950258,22.025075609640936,39,0.13,103,22.559969145683805,0.62,0.6160949720699556,19,0.12666666666666668,0.618873058950258,22.025075609640936,39,0.13,103,22.559969145683805,0.62,0.6160949720699556,19,0.12666666666666668,0.618873058950258,22.025075609640936,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,36,0,7.350000000000001 +300,0,0.0,139,0,0.0,0,0.0,0.4633333333333333,0.5171199921154775,0,0.0,0.5197758759891404,0.0,0,0.0,93,22.776689523555586,0.54,0.6018045132280817,25,0.17985611510791366,0.6003276988854407,23.29099196344742,0,0.0,0,0.0,0.4633333333333333,0.5171199921154775,0,0.0,0.5197758759891404,0.0,8.468452111260415,7.666666666666671,8.055182289630025,1.5652466314978914,6.903205479762524,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,36,1,7.350000000000001 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+300,12,11.482478588671674,139,12,0.04,57,11.482478588671674,0.5333333333333333,0.5888106435081389,12,0.08633093525179857,0.5922053151456549,11.535267881898967,12,0.04,98,24.49409520315735,0.56,0.6057991349949302,23,0.16546762589928057,0.6045163131936104,25.0058135911288,12,0.04,60,11.477904339472143,0.5366666666666666,0.597273082239669,12,0.08633093525179857,0.5985375714489347,11.632142813726782,1.6988491486791268,2.6666666666666727,1.2310998047955546,0.9151859916932049,0.7836631569859219,0.8462438731530075,0.33333333333332993,0.6332256303279826,0.43012294477782426,0.4161209283751833,0.5,well_estimated,36,1,7.350000000000001 +300,22,16.269470154853497,139,22,0.07333333333333333,74,16.269470154853497,0.56,0.6024429540771034,14,0.10071942446043165,0.604955572727326,16.3983892174401,22,0.07333333333333333,101,25.51093788522045,0.5633333333333334,0.6069719617471542,22,0.15827338129496402,0.6059424003959228,26.082238534697733,22,0.07333333333333333,75,16.258389465296432,0.54,0.6039611176923946,17,0.1223021582733813,0.605312690978818,16.466302944595956,0.4529007670050822,0.33333333333332993,0.09868276685968125,0.5976765381808598,-0.14477577117577756,0.15181636152912237,-2.0000000000000018,0.03571182514919835,0.2140245322522513,-0.062208170723128925,0.75,well_estimated,36,1,7.350000000000001 +300,30,25.630816288463343,139,30,0.1,102,25.630816288463343,0.57,0.6071632546966297,21,0.1510791366906475,0.605817344895135,26.231710540937083,30,0.1,102,25.630816288463343,0.57,0.6071632546966297,21,0.1510791366906475,0.605817344895135,26.231710540937083,30,0.1,102,25.630816288463343,0.57,0.6071632546966297,21,0.1510791366906475,0.605817344895135,26.231710540937083,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,36,1,7.350000000000001 +300,0,0.0,162,0,0.0,0,0.0,0.54,0.5390969038895834,0,0.0,0.5408583429575162,0.0,0,0.0,85,21.171191249856495,0.5933333333333334,0.6059968299438471,23,0.1419753086419753,0.603432738960791,21.706658789542193,0,0.0,0,0.0,0.54,0.5390969038895834,0,0.0,0.5408583429575162,0.0,6.689992605426365,5.333333333333334,6.257439600327475,1.2495270625285844,5.440465542897781,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,36,2,7.350000000000001 +300,5,4.710926566241418,162,5,0.016666666666666666,27,4.710926566241418,0.5733333333333334,0.5720556661034741,4,0.024691358024691357,0.5726353231977142,4.861942314227545,5,0.016666666666666666,80,18.774899264860416,0.6,0.6103428396017662,21,0.12962962962962962,0.6078973146041405,19.27249460241498,5,0.016666666666666666,32,4.700120271198941,0.5833333333333334,0.5866895266337498,5,0.030864197530864196,0.5868908736377356,4.870279903754303,3.8287173498292026,2.6666666666666616,3.5261991406426385,0.815016390678429,3.0137009591507735,1.463386053027571,1.0000000000000009,1.425555044002147,0.38410777029321486,1.0792782827343563,0.25,well_estimated,36,2,7.350000000000001 +300,9,9.712512943664137,162,9,0.03,51,9.712512943664137,0.5866666666666667,0.5983439503235509,11,0.06790123456790123,0.5973132669455129,10.016074342564162,9,0.03,84,20.13912113397224,0.61,0.6123475551166864,22,0.13580246913580246,0.6100336278169122,20.71769746601476,9,0.03,52,9.688295891166172,0.5933333333333334,0.6041512957537104,11,0.06790123456790123,0.6030807061464768,10.08247846538446,1.400360479313545,2.3333333333333317,1.2720360871399272,0.5359411290555256,0.8644193502580193,0.5807345430159483,0.666666666666671,0.5767439200963898,0.27864270573763644,0.30209183727831185,0.5,well_estimated,36,2,7.350000000000001 +300,15,15.104215360567844,162,15,0.05,70,15.104215360567844,0.6,0.6109454948339091,17,0.10493827160493827,0.609375816331578,15.50403005217089,15,0.05,89,21.63231005096844,0.6033333333333334,0.6141200572682769,23,0.1419753086419753,0.611617292845321,22.21462273627695,15,0.05,70,15.0546872657282,0.62,0.6116126458159766,15,0.09259259259259259,0.6103406025487849,15.412176420148414,0.3174562434367756,0.33333333333334103,0.2241476513742957,0.2706005578459747,0.04685568559080089,0.06671509820674881,2.0000000000000018,0.09647862172068589,0.0656629241411371,0.0010521740656117134,0.75,well_estimated,36,2,7.350000000000001 +300,26,22.350857920827725,162,26,0.08666666666666667,91,22.350857920827725,0.5933333333333334,0.6151336315425451,26,0.16049382716049382,0.612572005241216,22.952329326750647,26,0.08666666666666667,91,22.350857920827725,0.5933333333333334,0.6151336315425451,26,0.16049382716049382,0.612572005241216,22.952329326750647,26,0.08666666666666667,91,22.350857920827725,0.5933333333333334,0.6151336315425451,26,0.16049382716049382,0.612572005241216,22.952329326750647,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,36,2,7.350000000000001 +300,0,0.0,171,0,0.0,0,0.0,0.57,0.554309372780823,0,0.0,0.5538048353499685,0.0,0,0.0,75,17.497618956556604,0.6533333333333333,0.6156038182943291,16,0.0935672514619883,0.6151997640714548,17.600822185733318,0,0.0,0,0.0,0.57,0.554309372780823,0,0.0,0.5538048353499685,0.0,6.129444551350605,8.333333333333337,6.139492872148633,1.0351934734155739,5.094251077935031,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,36,3,7.350000000000001 +300,5,4.296498193979923,171,5,0.016666666666666666,25,4.296498193979923,0.6233333333333333,0.5868914093352221,3,0.017543859649122806,0.5866979244162928,4.2727135545732535,5,0.016666666666666666,77,17.91693395278538,0.65,0.6192149680066833,19,0.1111111111111111,0.6184253278955042,18.043539466662125,5,0.016666666666666666,31,4.2892606399077575,0.6433333333333333,0.5991105855903254,3,0.017543859649122806,0.5996206377190074,4.215627984079463,3.2323558671461194,2.6666666666666727,3.1727403479211436,0.8035709258981836,2.428784941247936,1.221917625510327,2.0000000000000018,1.2922713302714661,0.22754019561173913,0.9943774298985879,0.25,well_estimated,36,3,7.350000000000001 +300,11,9.318870100955754,171,11,0.03666666666666667,50,9.318870100955754,0.6466666666666666,0.6117233625380866,8,0.04678362573099415,0.6110332820727101,9.33754681443912,11,0.03666666666666667,77,17.687597764027604,0.6566666666666666,0.6214514111523202,18,0.10526315789473684,0.6208749839545649,17.737535378174336,11,0.03666666666666667,52,9.23397289039404,0.6566666666666666,0.6150596016841606,9,0.05263157894736842,0.6145776327205684,9.259902464067185,0.9728048614233598,1.0000000000000009,0.9841701881854736,0.47262886251651753,0.5001759989068422,0.33362391460740604,1.0000000000000009,0.35443506478582965,0.1911748673353694,0.14244904727203664,0.5,well_estimated,36,3,7.350000000000001 +300,18,13.349460768716074,171,18,0.06,65,13.349460768716074,0.6533333333333333,0.6206131768444888,14,0.08187134502923976,0.6192467110501231,13.446344489070295,18,0.06,79,18.139615679028704,0.67,0.6226615057991295,18,0.10526315789473684,0.6230172262981665,18.057021519730537,18,0.06,65,13.249493302247707,0.66,0.6213218739766483,13,0.07602339181286549,0.6196402316478458,13.354515664158214,0.2048328954640688,1.6666666666666718,0.37705152480433934,0.3232027443520715,-0.11836984888800273,0.0708697132159486,0.666666666666671,0.03935205977226852,0.09002288634339377,-0.019153173127445175,0.75,well_estimated,36,3,7.350000000000001 +300,24,17.90015287251499,171,24,0.08,78,17.90015287251499,0.6666666666666666,0.6230271665607696,17,0.09941520467836257,0.6228658269236919,17.797847312983283,24,0.08,78,17.90015287251499,0.6666666666666666,0.6230271665607696,17,0.09941520467836257,0.6228658269236919,17.797847312983283,24,0.08,78,17.90015287251499,0.6666666666666666,0.6230271665607696,17,0.09941520467836257,0.6228658269236919,17.797847312983283,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,36,3,7.350000000000001 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5445372937882884,0,0.0,0.541406009165888,0.0,0,0.0,86,18.281028445547246,0.6366666666666667,0.6304529297491895,21,0.13043478260869565,0.6180429468320551,19.245079378897106,0,0.0,0,0.0,0.5366666666666666,0.5445372937882884,0,0.0,0.541406009165888,0.0,8.591563596090113,10.000000000000009,7.663693766616708,1.7395572906100962,6.852006305480017,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,37,0,8.999999999999996 +300,7,3.7066645923888903,161,7,0.023333333333333334,28,3.7066645923888903,0.5933333333333334,0.5910729113050794,2,0.012422360248447204,0.5842090523772394,4.111009962961337,6,0.02,88,19.02805741434957,0.6333333333333333,0.6310332700032057,21,0.13043478260869565,0.6193805561042212,19.881911957723126,3,0.01,35,3.698610497580657,0.6,0.6035177513029161,5,0.031055900621118012,0.5961948849971207,4.226628382034537,3.996035869812631,3.9999999999999925,3.5171503726981745,1.3085942834823074,2.6874415863303236,1.2444839997836632,0.6666666666666599,1.1985832619881287,0.409700665529248,0.8347833342544152,0.25,well_estimated,37,0,8.999999999999996 +300,9,8.312084097426208,161,9,0.03,52,8.312084097426208,0.6333333333333333,0.6157703939815375,6,0.037267080745341616,0.6061537687883072,9.037933891295216,6,0.02,88,19.02805741434957,0.6333333333333333,0.6310332700032057,21,0.13043478260869565,0.6193805561042212,19.881911957723126,3,0.01,54,8.30527611163759,0.62,0.6204328806124902,9,0.055900621118012424,0.6109218055273666,9.048339599477353,1.5262876021668204,0.0,1.322678731591398,0.8680414342677378,0.6582461678990825,0.46624866309527,-1.3333333333333308,0.4768036739059456,0.29895330881501,0.16729535428026004,0.5,well_estimated,37,0,8.999999999999996 +300,4,13.930881963221395,161,4,0.013333333333333334,73,13.930881963221395,0.6166666666666667,0.6285311853981049,17,0.10559006211180125,0.6175981745765639,14.741420995033067,4,0.013333333333333334,88,19.06418284273283,0.6366666666666667,0.6310094905613892,21,0.13043478260869565,0.618978371111414,19.96598421138939,4,0.013333333333333334,74,13.90855738257463,0.6333333333333333,0.6291582848662048,16,0.09937888198757763,0.6182561720249451,14.801785992126486,0.2478305163284289,2.0000000000000018,0.13801965348501088,0.3038728736591047,-0.05604235733067581,0.0627099468099912,1.6666666666666607,0.06579974483812423,0.14958637222842627,-0.08687642541843507,0.75,well_estimated,37,0,8.999999999999996 +300,6,19.02805741434957,161,6,0.02,88,19.02805741434957,0.6333333333333333,0.6310332700032057,21,0.13043478260869565,0.6193805561042212,19.881911957723126,6,0.02,88,19.02805741434957,0.6333333333333333,0.6310332700032057,21,0.13043478260869565,0.6193805561042212,19.881911957723126,6,0.02,88,19.02805741434957,0.6333333333333333,0.6310332700032057,21,0.13043478260869565,0.6193805561042212,19.881911957723126,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,37,0,8.999999999999996 +300,0,0.0,149,0,0.0,0,0.0,0.49666666666666665,0.5156548048919641,0,0.0,0.5148825815121646,0.0,0,0.0,89,19.243254715461127,0.57,0.602628846671181,21,0.14093959731543623,0.5898697973570852,20.457681843545238,0,0.0,0,0.0,0.49666666666666665,0.5156548048919641,0,0.0,0.5148825815121646,0.0,8.697404177921687,7.33333333333333,7.498721584492063,2.0200197607003054,6.677384417221381,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,37,1,8.999999999999996 +300,8,4.590143273069632,149,8,0.02666666666666667,31,4.590143273069632,0.5366666666666666,0.5624213088130036,7,0.04697986577181208,0.5586408117312106,4.892320447664467,8,0.02666666666666667,95,20.26659435029131,0.5833333333333334,0.608416444751216,21,0.14093959731543623,0.5949115314186539,21.613524233563453,8,0.02666666666666667,37,4.555385735921058,0.56,0.5780017561546515,4,0.026845637583892617,0.5713278648325416,5.139040074576188,4.599513593821247,4.666666666666675,3.627071968744333,1.7400108976618751,2.859502696159372,1.5580447341647985,2.333333333333343,1.2687053101331003,0.6033427094333246,0.9547020247314739,0.25,well_estimated,37,1,8.999999999999996 +300,16,10.224478796926586,149,16,0.05333333333333334,61,10.224478796926586,0.5666666666666667,0.595273756618782,11,0.0738255033557047,0.5842185757221378,11.350054223599884,16,0.05333333333333334,98,21.222076084756228,0.5866666666666667,0.6121935556921492,22,0.1476510067114094,0.598049772623994,22.594912624101763,16,0.05333333333333334,63,10.215831854144223,0.5666666666666667,0.6016987433941177,11,0.0738255033557047,0.5888569828070106,11.571237349418364,1.6919799073367159,2.0000000000000018,1.383119690185619,0.9195102942612956,0.7724696130754203,0.642498677533565,0.0,0.4638407084872842,0.46273254850128587,0.17976612903227918,0.5,well_estimated,37,1,8.999999999999996 +300,24,17.542783674825518,149,24,0.08,87,17.542783674825518,0.6,0.6114573928161231,17,0.11409395973154363,0.5966061517370514,19.040466344270783,24,0.08,101,22.191724990752554,0.5966666666666667,0.6143360107901439,23,0.15436241610738255,0.5992576518051074,23.641167835729842,24,0.08,88,17.46466079924947,0.6,0.6126620509787767,17,0.11409395973154363,0.5976787234222386,18.966208114915307,0.28786179740207807,-0.33333333333332993,0.2651500068055923,0.2682306868431447,0.01963111055893335,0.12046581626535824,0.0,0.10725716851871514,0.2610848369934248,-0.14061902072806653,0.75,well_estimated,37,1,8.999999999999996 +300,32,23.914079031419764,149,32,0.10666666666666667,106,23.914079031419764,0.59,0.6151365857794392,26,0.174496644295302,0.5989086944375157,25.417271154735747,32,0.10666666666666667,106,23.914079031419764,0.59,0.6151365857794392,26,0.174496644295302,0.5989086944375157,25.417271154735747,32,0.10666666666666667,106,23.914079031419764,0.59,0.6151365857794392,26,0.174496644295302,0.5989086944375157,25.417271154735747,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,37,1,8.999999999999996 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5252468768358509,0,0.0,0.52207655833947,0.0,0,0.0,95,19.897052508063638,0.5466666666666666,0.6163073881521048,26,0.16993464052287582,0.6012513131683377,21.138119794352402,0,0.0,0,0.0,0.51,0.5252468768358509,0,0.0,0.52207655833947,0.0,9.106051131625392,3.6666666666666625,7.917475482886771,2.0864256976689064,7.019625433956486,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,37,2,8.999999999999996 +300,4,6.325214967527446,153,4,0.013333333333333334,37,6.325214967527446,0.5166666666666667,0.5696780092348895,11,0.0718954248366013,0.5627431417600671,6.793634958116841,4,0.013333333333333334,99,20.829028885806057,0.55,0.6187020739403146,27,0.17647058823529413,0.6028586433159758,22.051477801666362,4,0.013333333333333334,46,6.319762451471676,0.5366666666666666,0.5925821246842996,9,0.058823529411764705,0.5800205945912301,7.125590908438675,4.902406470542509,3.3333333333333326,4.011550155590871,1.591579723785741,3.310826746756768,2.2904115449410067,1.9999999999999907,1.7277452831162998,0.8074151283284382,1.4829964166125684,0.25,well_estimated,37,2,8.999999999999996 +300,15,13.897479912351494,153,15,0.05,74,13.897479912351494,0.5533333333333333,0.6083744476114038,18,0.11764705882352941,0.5968829855103706,14.640428750122362,15,0.05,103,22.158579289451893,0.5566666666666666,0.6233324548523906,28,0.1830065359477124,0.605753758354502,23.443071461124045,15,0.05,79,13.88418676745688,0.5433333333333333,0.6178627840301585,20,0.13071895424836602,0.6025937776091435,14.956939800156658,1.4958007240986837,0.33333333333332993,0.8870772844131403,0.8577356145925601,0.6380651095061236,0.9488336418754684,-1.0000000000000009,0.5710792098772899,0.6287856609013232,0.3200479809741452,0.5,well_estimated,37,2,8.999999999999996 +300,26,19.391969891283946,153,26,0.08666666666666667,96,19.391969891283946,0.5533333333333333,0.62348581463569,25,0.16339869281045752,0.608666557213826,20.437068971817467,26,0.08666666666666667,103,21.694605131801847,0.5566666666666666,0.6257000081058254,27,0.17647058823529413,0.6087002952628372,22.84253089418732,23,0.07666666666666666,97,19.390701451909226,0.5566666666666666,0.624541469034343,24,0.1568627450980392,0.6085406423204301,20.43266010068182,0.2214193470135406,0.33333333333332993,0.0033738049011189375,0.25536605446929905,-0.03394670745575845,0.1055654398653072,0.33333333333332993,-0.012591489339586204,0.2760504778965392,-0.170485038031232,0.75,well_estimated,37,2,8.999999999999996 +300,26,21.694605131801847,153,26,0.08666666666666667,103,21.694605131801847,0.5566666666666666,0.6257000081058254,27,0.17647058823529413,0.6087002952628372,22.84253089418732,26,0.08666666666666667,103,21.694605131801847,0.5566666666666666,0.6257000081058254,27,0.17647058823529413,0.6087002952628372,22.84253089418732,26,0.08666666666666667,103,21.694605131801847,0.5566666666666666,0.6257000081058254,27,0.17647058823529413,0.6087002952628372,22.84253089418732,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,37,2,8.999999999999996 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5265620101818171,0,0.0,0.5204632249503806,0.0,0,0.0,84,16.338012213848735,0.6466666666666666,0.6217197805762771,16,0.10062893081761007,0.6064367373109817,17.06461295497551,0,0.0,0,0.0,0.53,0.5265620101818171,0,0.0,0.5204632249503806,0.0,9.515777039445993,11.666666666666659,8.597351236060113,1.7662098661810028,7.749567173264991,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,37,3,8.999999999999996 +300,8,4.0387237248410015,159,8,0.02666666666666667,30,4.0387237248410015,0.5833333333333334,0.5744103554764176,3,0.018867924528301886,0.5661899031120239,4.227051859569108,8,0.02666666666666667,85,16.22791204560671,0.6533333333333333,0.6269028301381538,17,0.1069182389937107,0.6100859563355324,17.105387183309926,7,0.023333333333333334,40,4.036785644817663,0.6033333333333334,0.596247911674095,5,0.031446540880503145,0.5841667204297765,4.584938348829657,5.249247466173623,6.999999999999995,4.389605322350853,1.3858321689468251,3.8634152972267977,2.1837556197677355,2.0000000000000018,1.797681731775258,0.5721894542033971,1.6115661655643385,0.25,well_estimated,37,3,8.999999999999996 +300,20,9.117200098198142,159,20,0.06666666666666667,61,9.117200098198142,0.6633333333333333,0.614051018427731,4,0.025157232704402517,0.6026457291695791,9.557830255180072,20,0.06666666666666667,90,17.366902733695685,0.66,0.6315638440748896,17,0.1069182389937107,0.6142128469200561,18.327627132975692,19,0.06333333333333334,63,9.115330208436015,0.65,0.6215312224425872,8,0.050314465408805034,0.6070374649750715,9.868055700155868,1.7512825647158614,-0.33333333333332993,1.1567117750476918,0.965237039235607,0.7860455254802544,0.7480204014856162,-1.3333333333333308,0.4391735805492347,0.46385297386119717,0.28416742762441904,0.5,well_estimated,37,3,8.999999999999996 +300,27,15.157772813097338,159,27,0.09,83,15.157772813097338,0.66,0.63045818324277,14,0.0880503144654088,0.6151511763104974,15.946519418037596,27,0.09,93,18.272285536280318,0.66,0.6328532775229118,17,0.1069182389937107,0.6156852530230533,19.159615000351994,26,0.08666666666666667,84,15.153231391816538,0.6533333333333333,0.6316538230238312,15,0.09433962264150944,0.614803279668262,16.106167260218182,0.23950942801417296,0.0,0.05340767125558976,0.31367686635908104,-0.07416743834490808,0.11956397810611863,-0.666666666666671,-0.03478966422354457,0.2864760053021112,-0.16691202719599257,0.75,well_estimated,37,3,8.999999999999996 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+300,12,15.00008664414695,172,12,0.04,71,15.00008664414695,0.6166666666666667,0.6180654597046803,20,0.11627906976744186,0.6217024399868681,15.023985228046213,12,0.04,81,18.17192519634602,0.6133333333333333,0.6201985245909633,23,0.13372093023255813,0.6239013912700128,18.17382455874581,12,0.04,71,14.922094174864627,0.6033333333333334,0.6188427631790794,22,0.12790697674418605,0.6228157382163817,14.896835441052884,0.21330648862829538,-0.33333333333334103,0.21989512831446234,0.18947835346647826,0.023828135161817116,0.07773034743990825,-1.3333333333333308,0.11132982295135596,0.13631509696328162,-0.058584749523373364,0.75,well_estimated,38,0,8.750000000000002 +300,18,19.26041967986208,172,18,0.06,85,19.26041967986208,0.6133333333333333,0.6205341833742202,24,0.13953488372093023,0.6233005891171821,19.364615815646946,18,0.06,85,19.26041967986208,0.6133333333333333,0.6205341833742202,24,0.13953488372093023,0.6233005891171821,19.364615815646946,18,0.06,85,19.26041967986208,0.6133333333333333,0.6205341833742202,24,0.13953488372093023,0.6233005891171821,19.364615815646946,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,38,0,8.750000000000002 +300,0,0.0,162,0,0.0,0,0.0,0.54,0.5247483269142315,0,0.0,0.5285890917044711,0.0,0,0.0,92,20.6458818331689,0.6166666666666667,0.600966488227487,20,0.12345679012345678,0.6069239209166671,20.523334490910678,0,0.0,0,0.0,0.54,0.5247483269142315,0,0.0,0.5285890917044711,0.0,7.621816131325554,7.666666666666666,7.833482921219604,1.1625504337806722,6.459265697544882,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,38,1,8.750000000000002 +300,8,4.871066564894172,162,8,0.02666666666666667,34,4.871066564894172,0.61,0.568282047949964,2,0.012345679012345678,0.5729272851459168,4.880814790445717,8,0.02666666666666667,90,19.74062603398707,0.64,0.6057438645005951,18,0.1111111111111111,0.6106235441509006,19.644382543656455,8,0.02666666666666667,41,4.8677655346640245,0.62,0.5821097522823434,5,0.030864197530864196,0.5859342772027326,4.8789319286993855,3.746181655063119,3.0000000000000027,3.7696259004983745,0.8870195207604509,2.859162134302668,1.3827704332379454,1.0000000000000009,1.300699205681577,0.46876673093224613,0.9140037023056993,0.25,well_estimated,38,1,8.750000000000002 +300,14,11.415139676982008,162,14,0.04666666666666667,65,11.415139676982008,0.6266666666666667,0.5978437949886919,11,0.06790123456790123,0.6025965708046134,11.397159675753755,14,0.04666666666666667,90,19.39082132392928,0.65,0.6076590970501041,18,0.1111111111111111,0.6124172668684507,19.393934756790284,14,0.04666666666666667,67,11.412842183601066,0.6566666666666666,0.6026187844463998,8,0.04938271604938271,0.6069510124221822,11.35430075100812,0.9815302061412234,2.3333333333333317,0.9820696063837286,0.368948784212244,0.6125814219289795,0.47749894577079344,2.9999999999999916,0.4354441617568816,0.28917608368036,0.18832286209043342,0.5,well_estimated,38,1,8.750000000000002 +300,21,16.330731708720336,162,21,0.07,82,16.330731708720336,0.6566666666666666,0.6073128160396417,14,0.08641975308641975,0.6114142479165388,16.35949930438029,21,0.07,92,20.00240314465642,0.6533333333333333,0.6086208016147168,20,0.12345679012345678,0.6128855473359761,20.056697733141334,20,0.06666666666666667,82,16.1218679626461,0.6566666666666666,0.6079256706047412,15,0.09259259259259259,0.6112867689813463,16.25259274269863,0.13079855750750546,-0.33333333333332993,0.14712994194373552,0.131896077047685,-0.0010975195401795312,0.061285456509951874,0.0,-0.01274789351924932,0.08329310156796835,-0.022007645058016473,0.75,well_estimated,38,1,8.750000000000002 +300,22,19.577127488764333,162,22,0.07333333333333333,91,19.577127488764333,0.65,0.6086729168574359,20,0.12345679012345678,0.6127276400276975,19.648408559777703,22,0.07333333333333333,91,19.577127488764333,0.65,0.6086729168574359,20,0.12345679012345678,0.6127276400276975,19.648408559777703,22,0.07333333333333333,91,19.577127488764333,0.65,0.6086729168574359,20,0.12345679012345678,0.6127276400276975,19.648408559777703,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,38,1,8.750000000000002 +300,0,0.0,155,0,0.0,0,0.0,0.5166666666666667,0.5338257410447822,0,0.0,0.5383381793465761,0.0,0,0.0,85,18.19508179413717,0.6166666666666667,0.6100354844651198,14,0.09032258064516129,0.6149378027803741,18.17925757556492,0,0.0,0,0.0,0.5166666666666667,0.5338257410447822,0,0.0,0.5383381793465761,0.0,7.62097434203376,9.999999999999998,7.6599623433798,1.099286804842595,6.5216875371911645,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,38,2,8.750000000000002 +300,6,4.9614196558440415,155,6,0.02,31,4.9614196558440415,0.56,0.5704199571615752,3,0.01935483870967742,0.5750280075792692,4.961267045506837,6,0.02,91,19.434765616114856,0.6166666666666667,0.616444049947617,16,0.1032258064516129,0.6227561470192212,19.305909911209355,6,0.02,39,4.939861704947109,0.58,0.5900456643454611,4,0.025806451612903226,0.595085553091114,4.844830281120172,4.60240927860418,5.666666666666664,4.772813943995202,1.0538066801532853,3.548602598450895,1.9625707183885899,1.9999999999999907,2.00575455118448,0.33135817409094437,1.6312125442976455,0.25,well_estimated,38,2,8.750000000000002 +300,15,11.729906221869612,155,15,0.05,65,11.729906221869612,0.6033333333333334,0.6068508436684805,10,0.06451612903225806,0.6138030008878458,11.502173106790604,15,0.05,96,20.555394478757545,0.6133333333333333,0.62140478422457,17,0.10967741935483871,0.6277481853440295,20.382257514637296,15,0.05,69,11.721916272720069,0.6,0.6133236863977516,10,0.06451612903225806,0.6205965087763144,11.456362659429779,1.4553940556089495,0.9999999999999898,1.3945184456183757,0.5878773908646454,0.8675166647443041,0.6472842729271067,-0.33333333333334103,0.6793507888468664,0.3674785812431506,0.2798056916839561,0.5,well_estimated,38,2,8.750000000000002 +300,22,18.523656138660247,155,22,0.07333333333333333,91,18.523656138660247,0.6233333333333333,0.6211265885510567,15,0.0967741935483871,0.6286632665815053,18.216930243510134,22,0.07333333333333333,96,20.310371618753265,0.6133333333333333,0.62253792637981,18,0.11612903225806452,0.6284189723132558,20.230816462989036,21,0.07,91,18.515513479953604,0.6066666666666667,0.6220326980671221,16,0.1032258064516129,0.628663306119639,18.305360957157422,0.14113378287532452,-1.0000000000000009,-0.024429426824945644,0.17913980445084085,-0.03800602157551633,0.09061095160654009,-1.6666666666666607,3.95381337670031e-06,0.21070487966750387,-0.12009392806096378,0.75,well_estimated,38,2,8.750000000000002 +300,28,21.94017165702056,155,28,0.09333333333333334,100,21.94017165702056,0.61,0.6230504215942968,20,0.12903225806451613,0.6286869108077615,21.896740747738182,28,0.09333333333333334,100,21.94017165702056,0.61,0.6230504215942968,20,0.12903225806451613,0.6286869108077615,21.896740747738182,28,0.09333333333333334,100,21.94017165702056,0.61,0.6230504215942968,20,0.12903225806451613,0.6286869108077615,21.896740747738182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,38,2,8.750000000000002 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5248151172379529,0,0.0,0.5301738900648557,0.0,0,0.0,99,23.3701520833059,0.59,0.6074473257265658,25,0.15723270440251572,0.6106095489943298,23.709795875018585,0,0.0,0,0.0,0.53,0.5248151172379529,0,0.0,0.5301738900648557,0.0,8.263220848861286,5.999999999999995,8.043565892947413,1.382915926816269,6.880304922045017,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,38,3,8.750000000000002 +300,8,6.46407806314095,159,8,0.02666666666666667,40,6.46407806314095,0.5666666666666667,0.5757428760563785,9,0.05660377358490566,0.5815992497908561,6.434355506226616,8,0.02666666666666667,96,22.117990617352746,0.6,0.6122335508095271,25,0.15723270440251572,0.6151374148538711,22.557778573004985,8,0.02666666666666667,45,6.452802816760718,0.5833333333333334,0.5899495093170759,9,0.05660377358490566,0.594799779254309,6.506493782179979,3.64906747531486,3.3333333333333326,3.353816506301499,0.9841914280764663,2.6648760472383937,1.4206633260697377,1.6666666666666718,1.320052946345296,0.32627247293014977,1.0943908531395878,0.25,well_estimated,38,3,8.750000000000002 +300,11,12.454213075380359,159,11,0.03666666666666667,67,12.454213075380359,0.5766666666666667,0.6006604615688262,18,0.11320754716981132,0.6062645857098861,12.508108382901542,11,0.03666666666666667,97,22.188343938014075,0.6066666666666667,0.612931624474655,25,0.15723270440251572,0.6160442534772547,22.601613637074156,11,0.03666666666666667,68,12.43901223854367,0.5833333333333334,0.6044820814081233,17,0.1069182389937107,0.6096024087872438,12.53190275539952,1.2271162905828747,3.0000000000000027,0.9779667767368605,0.6049112822962639,0.6222050082866109,0.38216198392970746,0.666666666666671,0.3337823077357749,0.26052396142913675,0.12163802250057071,0.5,well_estimated,38,3,8.750000000000002 +300,12,17.69538050432757,159,12,0.04,84,17.69538050432757,0.6033333333333334,0.609535411952157,21,0.1320754716981132,0.6129260431479014,18.022492164435263,12,0.04,96,21.807483715018947,0.6066666666666667,0.6130724985633068,25,0.15723270440251572,0.6160989646946049,22.2350075075598,12,0.04,85,17.6944316659651,0.6066666666666667,0.6111839351470436,21,0.1320754716981132,0.6157601260954562,17.8715313087528,0.353708661114982,0.33333333333332993,0.31729215467034555,0.2424760662037455,0.1112325949112365,0.16485231948866197,0.33333333333332993,0.2834082947554717,0.3001052794592365,-0.13525295997057452,0.75,well_estimated,38,3,8.750000000000002 +300,12,21.807483715018947,159,12,0.04,96,21.807483715018947,0.6066666666666667,0.6130724985633068,25,0.15723270440251572,0.6160989646946049,22.2350075075598,12,0.04,96,21.807483715018947,0.6066666666666667,0.6130724985633068,25,0.15723270440251572,0.6160989646946049,22.2350075075598,12,0.04,96,21.807483715018947,0.6066666666666667,0.6130724985633068,25,0.15723270440251572,0.6160989646946049,22.2350075075598,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,38,3,8.750000000000002 +300,0,0.0,170,0,0.0,0,0.0,0.5666666666666667,0.5303917500892884,0,0.0,0.5357519050167981,0.0,0,0.0,84,19.758309025393466,0.6433333333333333,0.6073601906412867,23,0.13529411764705881,0.6076017847732189,20.36161634084792,0,0.0,0,0.0,0.5666666666666667,0.5303917500892884,0,0.0,0.5357519050167981,0.0,7.696844055199826,7.666666666666666,7.184987975642077,1.3610996826476969,6.335744372552129,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,39,0,8.750000000000002 +300,6,2.7878587586735373,170,6,0.02,21,2.7878587586735373,0.5966666666666667,0.5634329672006925,4,0.023529411764705882,0.5674149001671008,2.98891226216901,6,0.02,87,20.34545246361065,0.6366666666666667,0.6105395412751069,26,0.15294117647058825,0.6111253323275605,20.958559391815953,6,0.02,24,2.7684980708462414,0.62,0.5734793604596766,3,0.01764705882352941,0.5773212172573026,2.972117482924713,4.710657407441444,4.0000000000000036,4.371043216045967,1.1987030007993988,3.5119544066420447,1.0046393258984154,2.3333333333333317,0.9906317090201733,0.32741388656509524,0.6772254393333201,0.25,well_estimated,39,0,8.750000000000002 +300,12,8.444154883341218,170,12,0.04,48,8.444154883341218,0.6466666666666666,0.596087757304831,8,0.047058823529411764,0.5978295241608432,8.920648918370667,12,0.04,87,20.27529966184073,0.6466666666666666,0.6123586159092416,25,0.14705882352941177,0.613177575915714,20.862464490748273,11,0.03666666666666667,49,8.442508601309209,0.6466666666666666,0.5992487530826004,9,0.052941176470588235,0.5999537548331764,9.079894632100787,1.6270858604410576,0.0,1.534805175487075,0.6963220996511494,0.9307637607899082,0.3160995777769404,0.0,0.21242306723331383,0.21099741619528203,0.10510216158165839,0.5,well_estimated,39,0,8.750000000000002 +300,16,14.67585757084956,170,16,0.05333333333333334,70,14.67585757084956,0.6433333333333333,0.6097898468953464,18,0.10588235294117647,0.6104709437552452,15.274361611706828,16,0.05333333333333334,86,19.993784020973496,0.6433333333333333,0.6127938088605691,25,0.14705882352941177,0.6133435787499867,20.626722663227973,16,0.05333333333333334,71,14.671333068216049,0.6433333333333333,0.6106595300211872,18,0.10588235294117647,0.6109786323850889,15.368796768990185,0.3003961965222679,0.0,0.2872634994741441,0.3587900649558615,-0.05839386843359362,0.08696831258407922,0.0,0.050768862984362784,0.04872173974339894,0.03824657284068028,0.75,well_estimated,39,0,8.750000000000002 +300,21,20.734016527439415,170,21,0.07,88,20.734016527439415,0.6333333333333333,0.6130578280130217,27,0.1588235294117647,0.612847853858815,21.482770790974882,21,0.07,88,20.734016527439415,0.6333333333333333,0.6130578280130217,27,0.1588235294117647,0.612847853858815,21.482770790974882,21,0.07,88,20.734016527439415,0.6333333333333333,0.6130578280130217,27,0.1588235294117647,0.612847853858815,21.482770790974882,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,39,0,8.750000000000002 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5234552783525569,0,0.0,0.5269126453905058,0.0,0,0.0,88,19.719007768660386,0.6066666666666667,0.6026984994895668,17,0.1111111111111111,0.6015345209639353,20.31063240951446,0,0.0,0,0.0,0.51,0.5234552783525569,0,0.0,0.5269126453905058,0.0,7.924322113700988,9.666666666666668,7.462187557342959,1.5834451957287567,6.340876917972231,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,39,1,8.750000000000002 +300,7,4.703995872157626,153,7,0.023333333333333334,28,4.703995872157626,0.5566666666666666,0.5608653981367626,2,0.013071895424836602,0.5642458126666211,4.771185421014378,7,0.023333333333333334,90,19.681962065284726,0.61,0.6072302409263713,18,0.11764705882352941,0.6055644771622961,20.246659647435205,6,0.02,34,4.702253744733244,0.56,0.5762813621213815,5,0.032679738562091505,0.5774196392080841,4.994955849279174,4.636484278960873,5.333333333333334,4.1318664495675,1.2306433682246216,3.4058409107362517,1.5415963984618863,0.33333333333334103,1.317382654146304,0.606147806730962,0.9354485917309243,0.25,well_estimated,39,1,8.750000000000002 +300,11,11.769138906046871,153,11,0.03666666666666667,62,11.769138906046871,0.59,0.5973149004509957,12,0.0784313725490196,0.597461548929851,12.21751616324969,11,0.03666666666666667,89,19.25248375704793,0.6033333333333334,0.6086972998533834,18,0.11764705882352941,0.6066815694139325,19.842429410801152,11,0.03666666666666667,64,11.686983787885646,0.5866666666666667,0.6018476974721094,12,0.0784313725490196,0.6009754606823079,12.245226724995867,1.1382399402387722,1.333333333333342,0.9220020484081437,0.6684251964965029,0.4698147437422693,0.45327970211137547,-0.33333333333332993,0.3513911752456855,0.29413177050992106,0.1591479316014544,0.5,well_estimated,39,1,8.750000000000002 +300,16,16.070682837435292,153,16,0.05333333333333334,79,16.070682837435292,0.6,0.606889278203552,15,0.09803921568627451,0.6051735524623522,16.724507092723805,16,0.05333333333333334,90,19.384740919797455,0.6066666666666667,0.6094717707668351,18,0.11764705882352941,0.6074168376796806,20.018365757558904,16,0.05333333333333334,79,16.019730486069687,0.5966666666666667,0.6076504390794379,16,0.10457516339869281,0.6051884751688502,16.75197880248088,0.2582492563283134,0.666666666666671,0.22432852173284168,0.3557243584228991,-0.09747510209458571,0.07611608758859578,-0.33333333333332993,0.001492270649805505,0.2191330529670393,-0.14301696537844352,0.75,well_estimated,39,1,8.750000000000002 +300,19,19.707682621054758,153,19,0.06333333333333334,91,19.707682621054758,0.6,0.6096976839719727,20,0.13071895424836602,0.606723085270402,20.494274179729338,19,0.06333333333333334,91,19.707682621054758,0.6,0.6096976839719727,20,0.13071895424836602,0.606723085270402,20.494274179729338,19,0.06333333333333334,91,19.707682621054758,0.6,0.6096976839719727,20,0.13071895424836602,0.606723085270402,20.494274179729338,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,39,1,8.750000000000002 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.5223271583525022,0,0.0,0.5252351661156507,0.0,0,0.0,84,18.033362966630932,0.6,0.6102517778131784,23,0.14375,0.610240255614417,18.399031923350478,0,0.0,0,0.0,0.5333333333333333,0.5223271583525022,0,0.0,0.5252351661156507,0.0,8.79246194606762,6.666666666666665,8.500508949876629,1.2245231407810817,7.567938805286539,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,39,2,8.750000000000002 +300,6,4.331628479919356,160,6,0.02,29,4.331628479919356,0.5766666666666667,0.5678692104248144,6,0.0375,0.5690180256020233,4.500136350684808,6,0.02,88,18.790130489390666,0.6,0.6137632009805759,24,0.15,0.6134935909406783,19.16757520240222,6,0.02,34,4.314866500297213,0.58,0.5796988058308633,6,0.0375,0.5803092220302571,4.556289252722519,4.589399055576148,2.3333333333333317,4.447556533865504,0.9462224033878258,3.6431766521883224,1.1829595406048887,0.33333333333332993,1.129119642823384,0.34443965093423556,0.8385198896706532,0.25,well_estimated,39,2,8.750000000000002 +300,13,10.275450142212897,160,13,0.043333333333333335,61,10.275450142212897,0.6233333333333333,0.6039349485726011,9,0.05625,0.6045542398358237,10.619325989955655,13,0.043333333333333335,91,19.886293161647952,0.59,0.6155722882807195,27,0.16875,0.6146697251484049,20.385172212699985,13,0.043333333333333335,62,10.258698833126203,0.6066666666666667,0.6064572861419558,12,0.075,0.6061275758062895,10.66990129549147,1.1637339708118422,-3.3333333333333326,1.0115485312581218,0.5178148599356137,0.6459191108762284,0.25223375693547156,-1.6666666666666607,0.15733359704658278,0.1495075101441574,0.10272624679131417,0.5,well_estimated,39,2,8.750000000000002 +300,15,16.51933777697354,160,15,0.05,82,16.51933777697354,0.6066666666666667,0.6143829584905544,21,0.13125,0.6134150276627981,17.08848491786319,15,0.05,91,19.883155151879105,0.5933333333333334,0.6158008941088527,27,0.16875,0.6145950937322839,20.42274073348899,14,0.04666666666666667,82,16.481324229875785,0.5933333333333334,0.6148029438399367,23,0.14375,0.613344249952544,17.065231801629302,0.14179356182983938,-1.3333333333333308,0.11800660694858411,0.18048812088874777,-0.038694559058908395,0.0419985349382368,-1.3333333333333308,-0.007077771025409962,0.1593251885032901,-0.11732665356505331,0.75,well_estimated,39,2,8.750000000000002 +300,21,21.183131299127,160,21,0.07,95,21.183131299127,0.6,0.6162829746521703,28,0.175,0.6145884959536408,21.78672416411398,21,0.07,95,21.183131299127,0.6,0.6162829746521703,28,0.175,0.6145884959536408,21.78672416411398,21,0.07,95,21.183131299127,0.6,0.6162829746521703,28,0.175,0.6145884959536408,21.78672416411398,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,39,2,8.750000000000002 +300,0,0.0,148,0,0.0,0,0.0,0.49333333333333335,0.5087966977894467,0,0.0,0.5105560274125045,0.0,0,0.0,94,21.372363991291955,0.56,0.592461953972231,22,0.14864864864864866,0.5906236576702943,21.718248679351284,0,0.0,0,0.0,0.49333333333333335,0.5087966977894467,0,0.0,0.5105560274125045,0.0,8.36652561827843,6.6666666666666705,8.006763025778984,1.55870494647639,6.80782067180204,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,39,3,8.750000000000002 +300,3,4.229980891401464,148,3,0.01,28,4.229980891401464,0.5133333333333333,0.5433430000655022,4,0.02702702702702703,0.5435751615992097,4.328568026650401,3,0.01,94,21.099082584657268,0.5566666666666666,0.5944502138418841,22,0.14864864864864866,0.591831618795242,21.54883807009473,3,0.01,36,4.214651905515302,0.5366666666666666,0.5675372297250454,5,0.033783783783783786,0.5675009661325454,4.3800845331061815,5.110721377638194,4.333333333333334,4.825645719603234,1.339058226201346,3.771663151436848,2.419422965954321,2.3333333333333317,2.3925804533335704,0.5483928981519866,1.8710300678023344,0.25,well_estimated,39,3,8.750000000000002 +300,8,8.701821475187533,148,8,0.02666666666666667,55,8.701821475187533,0.5333333333333333,0.5797289061722135,11,0.07432432432432433,0.5788123444227008,8.913469446614208,8,0.02666666666666667,92,20.015451502819978,0.5533333333333333,0.5969602119730338,22,0.14864864864864866,0.5938270306999299,20.56189465429802,8,0.02666666666666667,57,8.698409887876826,0.56,0.5875453406472028,9,0.060810810810810814,0.5850081927192429,9.181821612453627,1.723130580082033,2.0000000000000018,1.5014686277229128,0.8401568847711612,0.8829736953108717,0.7816434474989253,2.6666666666666727,0.6195848296542072,0.3985073004650838,0.3831361470338415,0.5,well_estimated,39,3,8.750000000000002 +300,20,16.09495777490417,148,20,0.06666666666666667,82,16.09495777490417,0.5333333333333333,0.5982530812595851,21,0.14189189189189189,0.5958186635660024,16.623551761710168,20,0.06666666666666667,96,21.04655945823093,0.55,0.6008436480686291,23,0.1554054054054054,0.5959367728293,21.82513268739499,20,0.06666666666666667,82,16.068991561744507,0.5466666666666666,0.5991621116483707,20,0.13513513513513514,0.5952768689037727,16.74875169134597,0.2590566809044015,1.6666666666666718,0.011810926329758331,0.43658178012585613,-0.17752509922145465,0.09090303887856477,1.3333333333333308,-0.054179466222969985,0.3559883704082663,-0.26508533152970154,0.75,well_estimated,39,3,8.750000000000002 +300,34,22.984395011698048,148,34,0.11333333333333333,103,22.984395011698048,0.5366666666666666,0.6020390540532946,26,0.17567567567567569,0.5977680086708012,23.765173644145285,34,0.11333333333333333,103,22.984395011698048,0.5366666666666666,0.6020390540532946,26,0.17567567567567569,0.5977680086708012,23.765173644145285,34,0.11333333333333333,103,22.984395011698048,0.5366666666666666,0.6020390540532946,26,0.17567567567567569,0.5977680086708012,23.765173644145285,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,39,3,8.750000000000002 +300,0,0.0,164,0,0.0,0,0.0,0.5466666666666666,0.5299151493667144,0,0.0,0.5248418338599609,0.0,0,0.0,94,21.441405177381725,0.65,0.6134164544491585,18,0.10975609756097561,0.6026117320355607,22.148152801034072,0,0.0,0,0.0,0.5466666666666666,0.5299151493667144,0,0.0,0.5248418338599609,0.0,8.350130508244414,10.33333333333334,7.776989817559987,1.5133354870159579,6.836795021228456,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,40,0,7.899999999999996 +300,4,4.967811455608799,164,4,0.013333333333333334,31,4.967811455608799,0.6,0.5725454266328499,4,0.024390243902439025,0.564884027453911,5.289806053032564,4,0.013333333333333334,94,21.331972599782144,0.6366666666666667,0.6150951033557326,18,0.10975609756097561,0.6045297024036497,22.01960379042555,4,0.013333333333333334,39,4.957685493171224,0.6033333333333334,0.5894758992885556,4,0.024390243902439025,0.5810070806439257,5.425424199202842,4.254967672288268,3.6666666666666736,3.9645674949738696,1.1252402613591992,3.1297274109290694,1.6930472655705686,0.33333333333334103,1.6123053190014724,0.46854980497462223,1.2244974605959464,0.25,well_estimated,40,0,7.899999999999996 +300,6,8.61996044846311,164,6,0.02,53,8.61996044846311,0.6266666666666667,0.5994563954270823,7,0.042682926829268296,0.5906351869161548,9.183208733954181,6,0.02,91,20.260702496422702,0.6366666666666667,0.6156243608377512,17,0.10365853658536585,0.6047862880224641,21.02221065417552,6,0.02,55,8.60938085887091,0.62,0.6030965880152889,8,0.04878048780487805,0.5937539667178041,9.254221485078064,1.6167965410668894,1.0000000000000009,1.415110110630935,0.7490769737809768,0.8677195672859126,0.3640192588206581,-0.666666666666671,0.31187798016493185,0.29773220699898095,0.06628705182167716,0.5,well_estimated,40,0,7.899999999999996 +300,14,14.749109729341454,164,14,0.04666666666666667,75,14.749109729341454,0.64,0.6140856686594248,13,0.07926829268292683,0.6039193960505076,15.455542883292226,14,0.04666666666666667,94,21.09999589211797,0.64,0.616780754175115,17,0.10365853658536585,0.605333033265767,22.025254132369405,14,0.04666666666666667,76,14.713563709291437,0.6233333333333333,0.6147445961896341,14,0.08536585365853659,0.605176814306652,15.337724532503909,0.26950855156901987,0.0,0.14136372152594445,0.36111871338303,-0.0916101618140101,0.06589275302092412,-1.6666666666666718,0.1257418256144449,0.19779225132596748,-0.13189949830504336,0.75,well_estimated,40,0,7.899999999999996 +300,21,19.229581494441984,164,21,0.07,89,19.229581494441984,0.6366666666666667,0.6171743547699736,16,0.0975609756097561,0.6061502121717096,20.079180397828047,21,0.07,89,19.229581494441984,0.6366666666666667,0.6171743547699736,16,0.0975609756097561,0.6061502121717096,20.079180397828047,21,0.07,89,19.229581494441984,0.6366666666666667,0.6171743547699736,16,0.0975609756097561,0.6061502121717096,20.079180397828047,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,40,0,7.899999999999996 +300,0,0.0,178,0,0.0,0,0.0,0.5933333333333334,0.5511287742251104,0,0.0,0.5439355772061729,0.0,0,0.0,81,17.707987649659195,0.6433333333333333,0.6307721059153066,24,0.1348314606741573,0.6173429308972982,18.285932815535475,0,0.0,0,0.0,0.5933333333333334,0.5511287742251104,0,0.0,0.5439355772061729,0.0,7.964333169019621,4.999999999999993,7.340735369112528,1.2281323901043766,6.7362007789152445,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,40,1,7.899999999999996 +300,8,3.655941772308404,178,8,0.02666666666666667,24,3.655941772308404,0.6266666666666667,0.5874230478238188,5,0.028089887640449437,0.5781262354396358,3.8256922601261145,8,0.02666666666666667,83,17.948586327828178,0.65,0.6342748267189942,25,0.1404494382022472,0.6193832547091368,18.546968382721122,7,0.023333333333333334,29,3.6552650161172746,0.66,0.6035456883265328,2,0.011235955056179775,0.5924649812425021,3.9708328264594077,4.685177889517533,2.3333333333333317,4.125701926950098,0.9345860655298247,3.7505918239877083,1.6122640502713947,3.3333333333333326,1.4338745802866315,0.34143843947494823,1.2708256107964466,0.25,well_estimated,40,1,7.899999999999996 +300,7,8.418189823014494,178,7,0.023333333333333334,50,8.418189823014494,0.6533333333333333,0.6206139172991811,12,0.06741573033707865,0.6083783932185814,8.7839782970378,7,0.023333333333333334,83,17.948586327828178,0.65,0.6340146159823982,25,0.1404494382022472,0.6193130983863476,18.546968382721122,7,0.023333333333333334,51,8.404372052740015,0.6566666666666666,0.6228020806213753,11,0.06179775280898876,0.6097977869997346,9.01198958114436,1.3400698683217027,-0.33333333333332993,1.0934705167766179,0.4595189009903945,0.8805509673313082,0.2188163322194181,0.33333333333332993,0.14193937811531887,0.3080878945564752,-0.08927156233705708,0.5,well_estimated,40,1,7.899999999999996 +300,13,13.896757356965313,178,13,0.043333333333333335,71,13.896757356965313,0.6566666666666666,0.6330980371226632,20,0.11235955056179775,0.6191428729243735,14.386812010932754,13,0.043333333333333335,81,16.99371494038889,0.6633333333333333,0.6353476614337262,22,0.12359550561797752,0.621036659849592,17.51407048321233,13,0.043333333333333335,71,13.869879500453438,0.6466666666666666,0.6334845977778808,21,0.11797752808988764,0.6195765310196646,14.372889753038375,0.22496243110630143,0.666666666666671,0.18937869252184658,0.1765828101718119,0.048379620934489526,0.038656065521758265,-1.0000000000000009,0.043365809529105626,0.1267776915655322,-0.08812162604377394,0.75,well_estimated,40,1,7.899999999999996 +300,18,18.76740922291075,178,18,0.06,86,18.76740922291075,0.66,0.635673284861543,24,0.1348314606741573,0.6207730336223873,19.343011123174016,18,0.06,86,18.76740922291075,0.66,0.635673284861543,24,0.1348314606741573,0.6207730336223873,19.343011123174016,18,0.06,86,18.76740922291075,0.66,0.635673284861543,24,0.1348314606741573,0.6207730336223873,19.343011123174016,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,40,1,7.899999999999996 +300,0,0.0,167,0,0.0,0,0.0,0.5566666666666666,0.5498919559035248,0,0.0,0.5446214459330624,0.0,0,0.0,81,18.194346160254465,0.61,0.6276356647624957,17,0.10179640718562874,0.6159182726730198,18.917229158731246,0,0.0,0,0.0,0.5566666666666666,0.5498919559035248,0,0.0,0.5446214459330624,0.0,7.774370885897087,5.333333333333334,7.129682673995741,1.4537498808489562,6.32062100504813,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,40,2,7.899999999999996 +300,6,4.711683708520621,167,6,0.02,28,4.711683708520621,0.5866666666666667,0.5915682146461249,6,0.03592814371257485,0.5841355102676801,4.937847878512304,6,0.02,85,19.310593656216167,0.6133333333333333,0.6292113535174967,18,0.10778443113772455,0.6171065600762922,20.091164603556663,5,0.016666666666666666,33,4.696920743638155,0.6066666666666667,0.6040382792952556,4,0.023952095808383235,0.5949801440781173,5.078310826984095,3.764313887137183,2.6666666666666616,3.2971049808612096,1.057244666537586,2.707069220599597,1.2470064649130697,2.0000000000000018,1.084463381043721,0.3410105671028518,0.9059958978102178,0.25,well_estimated,40,2,7.899999999999996 +300,4,10.7684224598316,167,4,0.013333333333333334,56,10.7684224598316,0.6133333333333333,0.6179465619965893,10,0.059880239520958084,0.6087155676119013,11.206962655790418,4,0.013333333333333334,82,18.386995506813392,0.6133333333333333,0.6289705532270469,17,0.10179640718562874,0.6173114876876196,19.07359573040979,3,0.01,58,10.704056909476352,0.62,0.6231803024151025,8,0.04790419161676647,0.6127096949451402,11.225312870043997,1.1023991230457608,0.0,0.85959200757183,0.542993977809024,0.5594051452367368,0.5233740418513211,0.666666666666671,0.3994127333238895,0.25114981819996074,0.27222422365136034,0.5,well_estimated,40,2,7.899999999999996 +300,6,14.751433430208705,167,6,0.02,71,14.751433430208705,0.6166666666666667,0.6265157036484319,13,0.07784431137724551,0.6153492693342856,15.393128220668624,6,0.02,85,19.310593656216167,0.6133333333333333,0.6292113535174967,18,0.10778443113772455,0.6171065600762922,20.091164603556663,5,0.016666666666666666,72,14.729004866607315,0.6166666666666667,0.6276125210423618,13,0.07784431137724551,0.6164832908463536,15.297264825787755,0.2695649869064787,-0.33333333333334103,0.17572907420065897,0.2765577314773584,-0.0069927445708797276,0.10968173939298609,0.0,0.11340215120679842,0.17079290727801022,-0.06111116788502413,0.75,well_estimated,40,2,7.899999999999996 +300,7,18.976193467669457,167,7,0.023333333333333334,84,18.976193467669457,0.6133333333333333,0.6292157314812883,18,0.10778443113772455,0.6172962023419853,19.73409778303282,7,0.023333333333333334,84,18.976193467669457,0.6133333333333333,0.6292157314812883,18,0.10778443113772455,0.6172962023419853,19.73409778303282,7,0.023333333333333334,84,18.976193467669457,0.6133333333333333,0.6292157314812883,18,0.10778443113772455,0.6172962023419853,19.73409778303282,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,40,2,7.899999999999996 +300,0,0.0,156,0,0.0,0,0.0,0.52,0.5189458103304619,0,0.0,0.517311615870187,0.0,0,0.0,93,20.926847837868813,0.5833333333333334,0.6172344759053989,26,0.16666666666666666,0.6018085004491406,22.500966201357333,0,0.0,0,0.0,0.52,0.5189458103304619,0,0.0,0.517311615870187,0.0,9.828866557493699,6.333333333333336,8.449688457895355,1.8111862302436894,8.017680327250009,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,40,3,7.899999999999996 +300,8,6.418594068618662,156,8,0.02666666666666667,38,6.418594068618662,0.5833333333333334,0.5720991627514331,5,0.03205128205128205,0.5665626244623837,6.765348331701849,8,0.02666666666666667,97,21.00683856722033,0.6033333333333334,0.6240766678124663,24,0.15384615384615385,0.6096831869219405,22.384159940435367,8,0.02666666666666667,46,6.40745928153626,0.5966666666666667,0.5964883303394708,7,0.04487179487179487,0.5864486485181356,7.28477018803093,5.197750506103316,2.0000000000000018,4.3120562459556755,1.251290223094052,3.946460283009264,2.4389167588037663,1.3333333333333308,1.9886024055751905,0.75758629592889,1.6813304628748762,0.25,well_estimated,40,3,7.899999999999996 +300,15,13.549178207133568,156,15,0.05,73,13.549178207133568,0.61,0.6162054138056049,14,0.08974358974358974,0.604860469958953,14.557083772835245,15,0.05,102,22.443198403773447,0.6033333333333334,0.6272837695476434,25,0.16025641025641027,0.6128214392642929,23.813861743111183,15,0.05,75,13.549019596446247,0.5933333333333334,0.6203962458265234,18,0.11538461538461539,0.6077903899617711,14.756683952169073,1.1078355742038526,-0.6666666666666599,0.7960969305339849,0.5135761985695905,0.5942593756342621,0.41908320209185224,-1.6666666666666607,0.29299200028181094,0.3418045752893061,0.07727862680254616,0.5,well_estimated,40,3,7.899999999999996 +300,22,19.202897607889476,156,22,0.07333333333333333,92,19.202897607889476,0.6033333333333334,0.6265461830260506,22,0.14102564102564102,0.6138506377615448,20.351746783573397,22,0.07333333333333333,101,21.840316844603432,0.6033333333333334,0.6289321162755778,25,0.16025641025641027,0.6150184863442208,23.130482492172142,22,0.07333333333333333,93,19.190399575661957,0.6033333333333334,0.6278456413946926,22,0.14102564102564102,0.614470332110854,20.44810722385447,0.23859332495271834,0.0,0.11678485826760454,0.16265390385598316,0.07593942109673518,0.12994583686419814,0.0,0.061969434930919665,0.11177555445276624,0.0181702824114319,0.75,well_estimated,40,3,7.899999999999996 +300,28,22.241284230957735,156,28,0.09333333333333334,102,22.241284230957735,0.6033333333333334,0.6293459241601498,26,0.16666666666666666,0.6157936071833965,23.49711131382356,28,0.09333333333333334,102,22.241284230957735,0.6033333333333334,0.6293459241601498,26,0.16666666666666666,0.6157936071833965,23.49711131382356,28,0.09333333333333334,102,22.241284230957735,0.6033333333333334,0.6293459241601498,26,0.16666666666666666,0.6157936071833965,23.49711131382356,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,40,3,7.899999999999996 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5274817759247431,0,0.0,0.5272564956153252,0.0,0,0.0,92,20.627657336012582,0.61,0.613994285806099,27,0.16363636363636364,0.6155995729261529,20.187881585646398,0,0.0,0,0.0,0.55,0.5274817759247431,0,0.0,0.5272564956153252,0.0,8.651250988135594,5.999999999999995,8.834307731082768,1.411702753141848,7.239548234993746,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,41,0,8.699999999999996 +300,7,5.274499947969848,165,7,0.023333333333333334,33,5.274499947969848,0.5866666666666667,0.5718817975804891,8,0.048484848484848485,0.570317249712279,5.22373162051703,7,0.023333333333333334,90,19.639992127384588,0.6166666666666667,0.6170547264328815,26,0.15757575757575756,0.6176048812648679,19.275160248192808,7,0.023333333333333334,40,5.266452699415867,0.63,0.5921885377953524,4,0.024242424242424242,0.5925266656233391,5.090636843106987,4.517292885239243,3.0000000000000027,4.728763155258886,0.9202800352388251,3.597012850000418,2.030674021486334,4.333333333333334,2.220941591106007,0.5203314134472282,1.5103426080391058,0.25,well_estimated,41,0,8.699999999999996 +300,15,11.051733225646082,165,15,0.05,62,11.051733225646082,0.6333333333333333,0.6066159394886248,13,0.07878787878787878,0.6062759246865578,10.929421071311545,15,0.05,90,19.281769523599714,0.63,0.6184659333007361,24,0.14545454545454545,0.6187897461751451,19.014374532530773,13,0.043333333333333335,65,11.018978400017911,0.64,0.61273805411452,13,0.07878787878787878,0.6144816060359963,10.557750077246459,1.184999381211127,-0.33333333333332993,1.2513821488587373,0.4639606128042725,0.7210387684068545,0.6122114625895181,0.666666666666671,0.8205681349438554,0.3309912083521079,0.2812202542374102,0.5,well_estimated,41,0,8.699999999999996 +300,17,14.998364633214067,165,17,0.056666666666666664,77,14.998364633214067,0.6433333333333333,0.6165286335673361,18,0.10909090909090909,0.6169857977310226,14.72140175550302,17,0.056666666666666664,91,19.59091436637362,0.63,0.6185785238395455,24,0.14545454545454545,0.6185821066005902,19.36999862296006,17,0.056666666666666664,77,14.948783661880327,0.63,0.6171294110095686,19,0.11515151515151516,0.6172053728562453,14.759881334486801,0.20498902722093648,-1.3333333333333308,0.15963088695676309,0.24570334552375125,-0.04071431830281477,0.060077744223252516,-1.3333333333333308,0.021957512522274847,0.14244715190721846,-0.08236940768396595,0.75,well_estimated,41,0,8.699999999999996 +300,19,19.59674083147152,165,19,0.06333333333333334,91,19.59674083147152,0.6366666666666667,0.6186128812801986,23,0.1393939393939394,0.6184448722517143,19.41142116901554,19,0.06333333333333334,91,19.59674083147152,0.6366666666666667,0.6186128812801986,23,0.1393939393939394,0.6184448722517143,19.41142116901554,19,0.06333333333333334,91,19.59674083147152,0.6366666666666667,0.6186128812801986,23,0.1393939393939394,0.6184448722517143,19.41142116901554,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,41,0,8.699999999999996 +300,0,0.0,151,0,0.0,0,0.0,0.5033333333333333,0.5222597004755627,0,0.0,0.5226607987354736,0.0,0,0.0,89,20.430373778382407,0.5966666666666667,0.6072297258856243,22,0.1456953642384106,0.6104874137692274,20.079827144970395,0,0.0,0,0.0,0.5033333333333333,0.5222597004755627,0,0.0,0.5226607987354736,0.0,8.497002541006161,9.333333333333337,8.782661503375389,1.4480299040241096,7.048972636982051,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,41,1,8.699999999999996 +300,11,5.804486150816517,151,11,0.03666666666666667,35,5.804486150816517,0.5466666666666666,0.5732394342675258,8,0.052980132450331126,0.57352051839541,5.769437767849851,11,0.03666666666666667,89,19.409758356623325,0.5933333333333334,0.6142387235032617,22,0.1456953642384106,0.6153891323837831,19.38645312672675,11,0.03666666666666667,41,5.803677579759393,0.57,0.5896815273156896,7,0.046357615894039736,0.5883404370019635,6.0367582058907185,4.099928923573593,4.666666666666675,4.186861398837316,0.9538534312404954,3.1460754923330976,1.6442093048163797,2.3333333333333317,1.4819918606553517,0.489572392563168,1.1546369122532116,0.25,well_estimated,41,1,8.699999999999996 +300,12,10.951832174513887,151,12,0.04,61,10.951832174513887,0.59,0.6025628987782943,11,0.0728476821192053,0.6025153003158052,11.002007388954402,12,0.04,89,19.409758356623325,0.5966666666666667,0.6146108074062246,22,0.1456953642384106,0.6154468836355244,19.38645312672675,12,0.04,62,10.947742429420535,0.5933333333333334,0.606359325327079,12,0.07947019867549669,0.6058742960678188,11.054356366227088,1.204790862793037,0.666666666666671,1.2931583319719109,0.5621470850309128,0.6426437777621242,0.3796426548784759,0.33333333333334103,0.3358995752013594,0.22103129366813326,0.15861136121034267,0.5,well_estimated,41,1,8.699999999999996 +300,17,16.192082145776567,151,17,0.056666666666666664,80,16.192082145776567,0.6133333333333333,0.6148949606274421,16,0.10596026490066225,0.6145514989207947,16.300944482900057,17,0.056666666666666664,90,19.674605616890368,0.61,0.6160253857800818,20,0.13245033112582782,0.6165035475133376,19.69770434219981,17,0.056666666666666664,80,16.160752642476588,0.6066666666666667,0.6149143325948265,17,0.11258278145695365,0.61450991899883,16.288912584117575,0.11304251526397247,-0.33333333333332993,0.19520485925428321,0.20882768449368344,-0.09578516922971098,0.001937196738444058,-0.6666666666666599,-0.0041579921964740585,0.018816653142275645,-0.016879456403831587,0.75,well_estimated,41,1,8.699999999999996 +300,24,20.398367668988524,151,24,0.08,92,20.398367668988524,0.6,0.616800996597029,22,0.1456953642384106,0.6154007291773597,20.73489625031065,24,0.08,92,20.398367668988524,0.6,0.616800996597029,22,0.1456953642384106,0.6154007291773597,20.73489625031065,24,0.08,92,20.398367668988524,0.6,0.616800996597029,22,0.1456953642384106,0.6154007291773597,20.73489625031065,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,41,1,8.699999999999996 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.524310793822905,0,0.0,0.5254133782315408,0.0,0,0.0,92,23.32643785867365,0.66,0.5945531657004847,19,0.11949685534591195,0.5983684159122762,22.83480013065256,0,0.0,0,0.0,0.53,0.524310793822905,0,0.0,0.5254133782315408,0.0,7.024237187757965,13.0,7.295503768073541,1.6281816655144845,5.396055522243481,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,41,2,8.699999999999996 +300,7,5.164285898744316,159,7,0.023333333333333334,27,5.164285898744316,0.57,0.5570131617333178,5,0.031446540880503145,0.5587108344112998,5.099790795482219,7,0.023333333333333334,91,22.744068090687062,0.6766666666666666,0.5967106731012126,16,0.10062893081761007,0.6001853136441015,22.293854210491492,7,0.023333333333333334,32,5.148640134998715,0.6066666666666667,0.568321693377366,3,0.018867924528301886,0.5705450547945006,4.972431391795306,3.969751136789479,10.666666666666668,4.147447923280179,1.167969102993262,2.8017820337962167,1.1308531644048214,3.6666666666666736,1.183422038320081,0.5374931691262024,0.593359995278619,0.25,well_estimated,41,2,8.699999999999996 +300,11,12.603853829382052,159,11,0.03666666666666667,57,12.603853829382052,0.6233333333333333,0.5844327950087823,10,0.06289308176100629,0.5858304942553391,12.507570697600826,11,0.03666666666666667,92,23.16581599404132,0.6666666666666666,0.5973478250064187,18,0.11320754716981132,0.6006117776623238,22.741549988486074,11,0.03666666666666667,60,12.579764120026105,0.64,0.5902160795091114,10,0.06289308176100629,0.5919132067322005,12.402464845982259,1.2915029997636385,4.333333333333334,1.4781283406984702,0.7618284505268065,0.529674549236832,0.5783284500329056,1.6666666666666718,0.6082712476861429,0.38782863854723976,0.1904998114856658,0.5,well_estimated,41,2,8.699999999999996 +300,21,18.966331635407613,159,21,0.07,79,18.966331635407613,0.6566666666666666,0.5956731553179663,14,0.0880503144654088,0.5985723356793867,18.645821597128663,21,0.07,90,22.479328090572317,0.6533333333333333,0.5978761442703932,18,0.11320754716981132,0.6001361005096616,22.271738351689226,17,0.056666666666666664,80,18.823434991385547,0.6633333333333333,0.5968307765226443,13,0.08176100628930817,0.6002835451152692,18.366077645126033,0.22029889524268764,-0.33333333333332993,0.1563764830274872,0.18144277181368523,0.03885612342900241,0.11576212046779943,0.666666666666671,0.17112094358824326,0.14365247219572785,-0.02789035172792842,0.75,well_estimated,41,2,8.699999999999996 +300,21,22.479328090572317,159,21,0.07,90,22.479328090572317,0.6533333333333333,0.5978761442703932,18,0.11320754716981132,0.6001361005096616,22.271738351689226,21,0.07,90,22.479328090572317,0.6533333333333333,0.5978761442703932,18,0.11320754716981132,0.6001361005096616,22.271738351689226,21,0.07,90,22.479328090572317,0.6533333333333333,0.5978761442703932,18,0.11320754716981132,0.6001361005096616,22.271738351689226,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,41,2,8.699999999999996 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.529366001987246,0,0.0,0.5290152206319698,0.0,0,0.0,77,16.986186464067565,0.6233333333333333,0.5939406238361623,16,0.09815950920245399,0.5972285079690336,16.447595987901025,0,0.0,0,0.0,0.5433333333333333,0.529366001987246,0,0.0,0.5290152206319698,0.0,6.457462184891627,7.9999999999999964,6.821328733706378,1.4859961114343196,4.971466073457307,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,41,3,8.699999999999996 +300,5,4.1513265625505325,163,5,0.016666666666666666,24,4.1513265625505325,0.5633333333333334,0.5590212546501147,6,0.03680981595092025,0.5589289482239705,4.085823311431669,5,0.016666666666666666,80,17.650498104244537,0.62,0.596572769339566,18,0.11042944785276074,0.5995831212682939,17.168824453763428,5,0.016666666666666666,30,4.145503376005598,0.59,0.5712190996499169,3,0.018404907975460124,0.5721863997560327,4.0603586175878466,3.7551514689451393,5.666666666666664,4.065417304432339,1.2223133570535747,2.5328381118915644,1.2197844999802254,2.6666666666666616,1.3257451532062148,0.3637281666558512,0.8560563333243743,0.25,well_estimated,41,3,8.699999999999996 +300,7,8.344559263351037,163,7,0.023333333333333334,46,8.344559263351037,0.5866666666666667,0.5790990867598165,10,0.06134969325153374,0.5796579282559303,8.183250437823917,7,0.023333333333333334,82,18.377680660733795,0.62,0.5972745041700769,19,0.1165644171779141,0.5997487804805786,17.972433719590576,7,0.023333333333333334,49,8.30063945048224,0.6133333333333333,0.5867776922697308,7,0.04294478527607362,0.5892005335561701,7.949427559401439,1.8175417410260408,3.3333333333333326,2.0090852224648237,0.9340595251006155,0.8834822159254253,0.7678605509914282,2.6666666666666616,0.9542605300239759,0.41348813010074853,0.3543724208906797,0.5,well_estimated,41,3,8.699999999999996 +300,15,15.81581515977813,163,15,0.05,75,15.81581515977813,0.6166666666666667,0.5965852321630251,16,0.09815950920245399,0.5982035877377597,15.5880240866234,15,0.05,86,19.251007661014985,0.63,0.5987242485921221,18,0.11042944785276074,0.6012070155834802,18.914206881302153,15,0.05,75,15.80863226268899,0.6133333333333333,0.5977321645914503,16,0.09815950920245399,0.5990459282186053,15.634233249877138,0.21390164290970848,1.3333333333333308,0.30034278457204966,0.27880696424357615,-0.06490532133386767,0.11469324284252291,-0.33333333333334103,0.0842340480845527,0.19740801195113925,-0.08271476910861633,0.75,well_estimated,41,3,8.699999999999996 +300,19,19.429879424575628,163,19,0.06333333333333334,87,19.429879424575628,0.6233333333333333,0.5989425153293875,19,0.1165644171779141,0.601057137713097,19.206806372177876,19,0.06333333333333334,87,19.429879424575628,0.6233333333333333,0.5989425153293875,19,0.1165644171779141,0.601057137713097,19.206806372177876,19,0.06333333333333334,87,19.429879424575628,0.6233333333333333,0.5989425153293875,19,0.1165644171779141,0.601057137713097,19.206806372177876,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,41,3,8.699999999999996 +300,0,0.0,167,0,0.0,0,0.0,0.5566666666666666,0.5480901401201302,0,0.0,0.5440631366855068,0.0,0,0.0,88,20.173421630555495,0.6633333333333333,0.6275194561247885,18,0.10778443113772455,0.6196141789477349,20.37306607518984,0,0.0,0,0.0,0.5566666666666666,0.5480901401201302,0,0.0,0.5440631366855068,0.0,7.94293160046583,10.666666666666668,7.5551042262228085,1.494281493792572,6.4486501066732576,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,42,0,8.900000000000007 +300,5,5.264415126979278,167,5,0.016666666666666666,33,5.264415126979278,0.6166666666666667,0.5933935341083334,4,0.023952095808383235,0.5858721133628401,5.466045566700239,5,0.016666666666666666,91,20.998769644886043,0.6633333333333333,0.6291852649165558,20,0.11976047904191617,0.6216810410315334,21.1694871602881,5,0.016666666666666666,37,5.239526912606202,0.6233333333333333,0.6078188134358304,5,0.029940119760479042,0.6012716952761494,5.438842183578759,3.57917308082224,4.666666666666663,3.580892766869337,1.062557909746812,2.516615171075428,1.4425279327497043,0.6666666666666599,1.5399581913309368,0.543523523230121,0.8990044095195833,0.25,well_estimated,42,0,8.900000000000007 +300,11,9.080047394510068,167,11,0.03666666666666667,51,9.080047394510068,0.6333333333333333,0.6135984491794382,9,0.05389221556886228,0.6060369787462679,9.299793393585551,11,0.03666666666666667,91,20.98520563016803,0.6533333333333333,0.6301746564755871,21,0.12574850299401197,0.6233823123673781,21.11995861848981,11,0.03666666666666667,53,9.069542696406131,0.65,0.6193333755836794,7,0.041916167664670656,0.6129885209338007,9.252620340515456,1.6576207296148948,2.0000000000000018,1.7345333621110126,0.7810105580590906,0.8766101715558042,0.5734926404241225,1.6666666666666718,0.69515421875328,0.31804639421529207,0.25544624620883044,0.5,well_estimated,42,0,8.900000000000007 +300,13,14.330854060667985,167,13,0.043333333333333335,71,14.330854060667985,0.6566666666666666,0.6265330215078817,13,0.07784431137724551,0.6193851208318715,14.520346051861662,13,0.043333333333333335,93,21.716111272455993,0.66,0.6303928654495262,21,0.12574850299401197,0.624350047997531,21.707000038215995,13,0.043333333333333335,72,14.296098827199664,0.67,0.6276740635426767,11,0.0658682634730539,0.6204016493364393,14.504931170259288,0.3859843941644514,0.33333333333334103,0.49649271656595495,0.46957722973611565,-0.08359283557166425,0.11410420347950367,1.333333333333342,0.1016528504567793,0.09882105051811127,0.015283152961392404,0.75,well_estimated,42,0,8.900000000000007 +300,17,22.061032793466055,167,17,0.056666666666666664,94,22.061032793466055,0.6633333333333333,0.6305229092301174,21,0.12574850299401197,0.6244203950129184,22.04485857923677,17,0.056666666666666664,94,22.061032793466055,0.6633333333333333,0.6305229092301174,21,0.12574850299401197,0.6244203950129184,22.04485857923677,17,0.056666666666666664,94,22.061032793466055,0.6633333333333333,0.6305229092301174,21,0.12574850299401197,0.6244203950129184,22.04485857923677,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,42,0,8.900000000000007 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5278679488379627,0,0.0,0.5253210610115598,0.0,0,0.0,84,17.983356738763582,0.64,0.6060620258434154,16,0.09815950920245399,0.6042484399893533,17.778339147146067,0,0.0,0,0.0,0.5433333333333333,0.5278679488379627,0,0.0,0.5253210610115598,0.0,7.819407700545266,9.666666666666668,7.8927378977793445,1.2548055603587303,6.564602140186536,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,42,1,8.900000000000007 +300,8,5.435326478125068,163,8,0.02666666666666667,35,5.435326478125068,0.58,0.5725937948597221,5,0.03067484662576687,0.5691268686195912,5.5100032368720555,8,0.02666666666666667,87,18.682417563895335,0.6333333333333333,0.6084870627990213,16,0.09815950920245399,0.6060923932885123,18.50008821824561,7,0.023333333333333334,42,5.4348784123263005,0.59,0.5890307696450675,5,0.03067484662576687,0.5863561718408351,5.428175671176797,3.5893267939299256,5.333333333333334,3.6965524668921113,0.8590564545457582,2.7302703393841674,1.6436974785345448,1.0000000000000009,1.7229303221243941,0.43291699443997894,1.210780484094566,0.25,well_estimated,42,1,8.900000000000007 +300,8,10.080714236237096,163,8,0.02666666666666667,58,10.080714236237096,0.6066666666666667,0.5971666152705988,10,0.06134969325153374,0.5949106377500747,9.91822193923008,8,0.02666666666666667,87,18.682417563895335,0.6333333333333333,0.6084870627990213,16,0.09815950920245399,0.6060923932885123,18.50008821824561,7,0.023333333333333334,60,10.075475276188772,0.61,0.601653676249191,9,0.05521472392638037,0.5982052405636671,10.04871498159863,1.132044752842254,2.6666666666666616,1.1181755538437588,0.4470482081860012,0.6849965446562527,0.44870609785921944,0.33333333333332993,0.32946028135923955,0.30899241516365394,0.1397136826955655,0.5,well_estimated,42,1,8.900000000000007 +300,12,14.484493954880822,163,12,0.04,74,14.484493954880822,0.63,0.6057264399248271,13,0.07975460122699386,0.6031950522408094,14.298325460354006,12,0.04,88,18.993226354857036,0.6333333333333333,0.6088387849222071,17,0.10429447852760736,0.6061419585859956,18.841293305482488,11,0.03666666666666667,75,14.43525182234265,0.63,0.6072798854868514,12,0.0736196319018405,0.6041743718259628,14.304990324925145,0.3112344997380001,0.33333333333332993,0.294690634518624,0.1781415037504081,0.133092995987592,0.15534455620243026,0.0,0.09793195851534042,0.18299508206407347,-0.02765052586164321,0.75,well_estimated,42,1,8.900000000000007 +300,14,18.833433346548897,163,14,0.04666666666666667,88,18.833433346548897,0.64,0.6089203345586963,16,0.09815950920245399,0.606507206011406,18.620539965587437,14,0.04666666666666667,88,18.833433346548897,0.64,0.6089203345586963,16,0.09815950920245399,0.606507206011406,18.620539965587437,14,0.04666666666666667,88,18.833433346548897,0.64,0.6089203345586963,16,0.09815950920245399,0.606507206011406,18.620539965587437,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,42,1,8.900000000000007 +300,0,0.0,166,0,0.0,0,0.0,0.5533333333333333,0.5190023405016819,0,0.0,0.514510612324404,0.0,0,0.0,85,18.768042817172084,0.61,0.6022619026318714,23,0.13855421686746988,0.594278180788226,19.077619793020162,0,0.0,0,0.0,0.5533333333333333,0.5190023405016819,0,0.0,0.514510612324404,0.0,8.325956213018948,5.666666666666664,7.976756846382205,1.459047192723709,6.866909020295239,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,42,2,8.900000000000007 +300,3,5.058668626149854,166,3,0.01,30,5.058668626149854,0.5966666666666667,0.5629048183025975,5,0.030120481927710843,0.5557047036963907,5.32419452740775,3,0.01,86,18.77919732068632,0.6066666666666667,0.6047045415492244,23,0.13855421686746988,0.5966543515375632,19.10470490851057,3,0.01,36,5.035583336527784,0.61,0.5772913810969365,4,0.024096385542168676,0.5716730750947453,5.017119130339518,4.179972324662684,1.0000000000000009,4.09496478411725,0.9884789551510884,3.191493369511595,1.438656279433892,1.3333333333333308,1.5968371398354608,0.4394034481615095,0.9992528312723825,0.25,well_estimated,42,2,8.900000000000007 +300,9,12.049374044906715,166,9,0.03,62,12.049374044906715,0.62,0.5912463766680105,12,0.07228915662650602,0.5841414131160935,12.36952587469217,9,0.03,88,19.27205558353984,0.6066666666666667,0.6064148215446958,23,0.13855421686746988,0.5988036419170716,19.499925341322474,9,0.03,65,12.04426302287525,0.6033333333333334,0.6001599315801028,16,0.0963855421686747,0.5936395111461977,12.139261109234335,1.5168444876685339,-1.3333333333333308,1.4662228800978117,0.5505989565715164,0.9662455310970175,0.8913554912092336,-1.6666666666666607,0.9498098030104263,0.5335399149900661,0.3578155762191675,0.5,well_estimated,42,2,8.900000000000007 +300,12,16.994345987093972,166,12,0.04,81,16.994345987093972,0.61,0.605191272271814,20,0.12048192771084337,0.5974871958101122,17.222457215608827,12,0.04,90,19.881716138919774,0.6066666666666667,0.6068154984291959,24,0.14457831325301204,0.5991156678916225,20.07533403768727,11,0.03666666666666667,81,16.8431904913424,0.6066666666666667,0.6058126925069335,20,0.12048192771084337,0.5979826509030303,17.078751619341965,0.16242261573818917,-0.33333333333332993,0.16284720815102904,0.19233608825185589,-0.029913472513666717,0.06214202351194631,-0.33333333333332993,0.04954550929180401,0.16617362459058804,-0.10403160107864173,0.75,well_estimated,42,2,8.900000000000007 +300,15,20.129117762972484,166,15,0.05,91,20.129117762972484,0.6066666666666667,0.6069703350035061,24,0.14457831325301204,0.5991817990202819,20.264036447659233,15,0.05,91,20.129117762972484,0.6066666666666667,0.6069703350035061,24,0.14457831325301204,0.5991817990202819,20.264036447659233,15,0.05,91,20.129117762972484,0.6066666666666667,0.6069703350035061,24,0.14457831325301204,0.5991817990202819,20.264036447659233,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,42,2,8.900000000000007 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5141090034397596,0,0.0,0.5105506701284258,0.0,0,0.0,90,21.656085764132747,0.5933333333333334,0.5901495303467258,22,0.13924050632911392,0.58765243051056,21.43652837430902,0,0.0,0,0.0,0.5266666666666666,0.5141090034397596,0,0.0,0.5105506701284258,0.0,7.604052690696617,6.666666666666677,7.710176038213423,1.455381165935712,6.148671524760904,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,42,3,8.900000000000007 +300,7,5.503058487749707,158,7,0.023333333333333334,30,5.503058487749707,0.5533333333333333,0.5505600229187544,7,0.04430379746835443,0.5466181015484701,5.481834292436725,7,0.023333333333333334,90,21.074599379722414,0.6,0.5941141235398734,22,0.13924050632911392,0.5913036055911618,20.949844268388794,7,0.023333333333333334,37,5.493568140889626,0.5666666666666667,0.5684834131522288,7,0.04430379746835443,0.5650448535868363,5.423169366204245,4.355410062111897,4.666666666666663,4.468550404269167,1.065393896020299,3.290016166091598,1.7923390233474445,1.3333333333333308,1.842675203836619,0.48365395796760885,1.3086850653798356,0.25,well_estimated,42,3,8.900000000000007 +300,11,11.403391340775105,158,11,0.03666666666666667,59,11.403391340775105,0.59,0.5854555135232874,11,0.06962025316455696,0.5817605058243503,11.360880414550973,11,0.03666666666666667,92,21.43160260224561,0.5866666666666667,0.5957956333272704,25,0.15822784810126583,0.592737406219243,21.344805101039718,11,0.03666666666666667,61,11.366984083661155,0.5966666666666667,0.5886550278273845,10,0.06329113924050633,0.5852388852598116,11.374007699556879,1.0340119803982972,-0.33333333333332993,1.097690039489263,0.5627133442915582,0.47129863610673906,0.3199514304097151,0.666666666666671,0.3478379435461254,0.26735397313090276,0.05259745727881232,0.5,well_estimated,42,3,8.900000000000007 +300,22,17.861688020394723,158,22,0.07333333333333333,83,17.861688020394723,0.6066666666666667,0.5965541719069369,17,0.10759493670886076,0.5937997842057204,17.647924686810093,22,0.07333333333333333,94,21.58132784141412,0.6,0.599073185955462,24,0.1518987341772152,0.5959361379544497,21.473604076183104,22,0.07333333333333333,83,17.674896114394926,0.5933333333333334,0.5976246925075299,19,0.12025316455696203,0.5945231339945625,17.53189183135272,0.2519014048525059,-0.666666666666671,0.2136353748729225,0.28983405764209746,-0.03793265278959157,0.10705206005929835,-1.3333333333333308,0.07233497888420315,0.23307045251276162,-0.12601839245346327,0.75,well_estimated,42,3,8.900000000000007 +300,30,23.05541631808094,158,30,0.1,99,23.05541631808094,0.59,0.5999570783384144,27,0.17088607594936708,0.5977053345320245,22.69258356685622,30,0.1,99,23.05541631808094,0.59,0.5999570783384144,27,0.17088607594936708,0.5977053345320245,22.69258356685622,30,0.1,99,23.05541631808094,0.59,0.5999570783384144,27,0.17088607594936708,0.5977053345320245,22.69258356685622,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,42,3,8.900000000000007 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5031863942665022,0,0.0,0.5059460682285407,0.0,0,0.0,85,19.1036674860751,0.6066666666666667,0.5794202200291387,21,0.12883435582822086,0.5834022745810359,18.84181270653524,0,0.0,0,0.0,0.5433333333333333,0.5031863942665022,0,0.0,0.5059460682285407,0.0,7.623382576263649,6.333333333333336,7.745620635249518,1.1699350867575973,6.453447489506051,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,43,0,8.450000000000003 +300,6,4.751580364298445,163,6,0.02,29,4.751580364298445,0.5733333333333334,0.5405934941915201,6,0.03680981595092025,0.5438709023638911,4.609326697728877,6,0.02,84,18.09552698295516,0.62,0.5822928083898381,18,0.11042944785276074,0.5869524823731967,17.78703488629756,6,0.02,36,4.745848547365136,0.5966666666666667,0.5580895755567985,5,0.03067484662576687,0.5615687530485531,4.555129105948625,4.169931419831796,4.666666666666663,4.308158000930562,0.8642051944197321,3.305726225412064,1.749608136527836,2.3333333333333317,1.7697850684662009,0.476671225736209,1.272936910791627,0.25,well_estimated,43,0,8.450000000000003 +300,12,10.880583899150313,163,12,0.04,59,10.880583899150313,0.6266666666666667,0.5751932197032416,10,0.06134969325153374,0.5790617175397919,10.679955364137605,12,0.04,89,19.765696019527805,0.62,0.5844047059622015,20,0.12269938650306748,0.588755474360258,19.479178123323273,12,0.04,61,10.865417008730146,0.6233333333333333,0.578602930848903,10,0.06134969325153374,0.582164647147801,10.646824480509295,0.9211486258959956,-0.666666666666671,0.9693756820466137,0.5295651538699292,0.39158347202606636,0.3409711145661465,-0.33333333333334103,0.3102929608009175,0.23018081511036353,0.11079029945578295,0.5,well_estimated,43,0,8.450000000000003 +300,19,16.288220790224827,163,19,0.06333333333333334,78,16.288220790224827,0.62,0.5839456480669049,18,0.11042944785276074,0.5874826614114393,16.11469094019274,19,0.06333333333333334,92,20.605991701490062,0.6233333333333333,0.5863085663007855,22,0.13496932515337423,0.5903965115581694,20.286119012837755,19,0.06333333333333334,79,16.2647387513365,0.6233333333333333,0.5848326832647116,18,0.11042944785276074,0.5882561666694476,16.087261871838802,0.23629182338806842,0.33333333333332993,0.2913850146730068,0.2606997622504451,-0.024407938862376688,0.08870351978067514,0.33333333333332993,0.07735052580082336,0.12055252604421135,-0.031849006263536206,0.75,well_estimated,43,0,8.450000000000003 +300,30,24.03069270129,163,30,0.1,101,24.03069270129,0.6133333333333333,0.5874473844634612,27,0.1656441717791411,0.5920615304054319,23.66378007448998,30,0.1,101,24.03069270129,0.6133333333333333,0.5874473844634612,27,0.1656441717791411,0.5920615304054319,23.66378007448998,30,0.1,101,24.03069270129,0.6133333333333333,0.5874473844634612,27,0.1656441717791411,0.5920615304054319,23.66378007448998,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,43,0,8.450000000000003 +300,0,0.0,160,0,0.0,0,0.0,0.5333333333333333,0.542036050381077,0,0.0,0.5462803010599271,0.0,0,0.0,77,18.32145027390527,0.6,0.6003229715723059,17,0.10625,0.6091486054002629,17.709009899913372,0,0.0,0,0.0,0.5333333333333333,0.542036050381077,0,0.0,0.5462803010599271,0.0,5.828692119122881,6.666666666666665,6.286830434033586,1.109060671856765,4.719631447266115,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,43,1,8.450000000000003 +300,10,4.819425797376661,160,10,0.03333333333333333,25,4.819425797376661,0.5666666666666667,0.5701096830800788,4,0.025,0.5753997246058672,4.699824777969541,10,0.03333333333333333,79,18.433956020346066,0.6066666666666667,0.6059760904063421,18,0.1125,0.6149137167888775,17.8641074046108,9,0.03,33,4.819231564057224,0.5733333333333334,0.5873929870350127,6,0.0375,0.5943593091601705,4.4933991215851545,3.586640732626334,4.0000000000000036,3.9513992183010327,0.8501926183416983,2.7364481142846353,1.7283303954933937,0.666666666666671,1.8959584554303355,0.3938604186478385,1.3344699768455552,0.25,well_estimated,43,1,8.450000000000003 +300,15,9.350074482185615,160,15,0.05,47,9.350074482185615,0.5833333333333334,0.5916668346817407,9,0.05625,0.5984066851864795,9.038312470302317,15,0.05,83,19.91140563242183,0.6133333333333333,0.6080118673647632,19,0.11875,0.6163251195503815,19.3927468715626,15,0.05,51,9.343012496718707,0.6,0.5991289208087625,8,0.05,0.6064146759277027,8.9221518800004,1.6345032683022453,2.9999999999999916,1.7918434363901947,0.6494375654517406,0.9850657028505048,0.7462086127021705,1.6666666666666607,0.8007990741223159,0.4245743068962667,0.32163430580590385,0.5,well_estimated,43,1,8.450000000000003 +300,21,16.736995019108555,160,21,0.07,73,16.736995019108555,0.6233333333333333,0.6070785003782376,14,0.0875,0.6156386195974192,16.215116876011155,21,0.07,84,20.205380733373154,0.62,0.6096306510692351,18,0.1125,0.6179092178527812,19.68786113575576,21,0.07,74,16.680244555798176,0.6166666666666667,0.6082179972188884,15,0.09375,0.6164279448549748,16.1568452318078,0.2552150690997457,-0.33333333333332993,0.2270598255362022,0.22880953915010468,0.026405529949640988,0.11394968406507333,-0.6666666666666599,0.07893252575555953,0.21456999184822578,-0.10062030778315245,0.75,well_estimated,43,1,8.450000000000003 +300,28,20.799602056282314,160,28,0.09333333333333334,86,20.799602056282314,0.62,0.6105268097816511,19,0.11875,0.6192629031226663,20.23909286949383,28,0.09333333333333334,86,20.799602056282314,0.62,0.6105268097816511,19,0.11875,0.6192629031226663,20.23909286949383,28,0.09333333333333334,86,20.799602056282314,0.62,0.6105268097816511,19,0.11875,0.6192629031226663,20.23909286949383,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,43,1,8.450000000000003 +300,0,0.0,177,0,0.0,0,0.0,0.59,0.5562174881050455,0,0.0,0.5592073150066859,0.0,0,0.0,79,18.254678589854716,0.7066666666666667,0.6311817935443781,11,0.062146892655367235,0.638340180046938,17.665840936001672,0,0.0,0,0.0,0.59,0.5562174881050455,0,0.0,0.5592073150066859,0.0,7.496430543933263,11.66666666666667,7.913286504025219,1.1915812809687094,6.304849262964554,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,43,2,8.450000000000003 +300,5,4.777141837095962,177,5,0.016666666666666666,30,4.777141837095962,0.6366666666666667,0.6004005782839795,3,0.01694915254237288,0.6060933820314964,4.3831920755218094,5,0.016666666666666666,75,16.507485462226924,0.7133333333333334,0.6336633012255467,10,0.05649717514124294,0.6407200659587178,15.965133070457194,5,0.016666666666666666,35,4.759406136281808,0.6566666666666666,0.613526040212898,4,0.022598870056497175,0.6185823995567843,4.500200646093144,3.326272294156718,7.666666666666666,3.4626683927221347,0.7005121592745227,2.6257601348821953,1.3125461928918503,1.9999999999999907,1.248901752528786,0.28646570419272066,1.0260804886991295,0.25,well_estimated,43,2,8.450000000000003 +300,14,8.98547661708755,177,14,0.04666666666666667,52,8.98547661708755,0.68,0.6267330626700389,7,0.03954802259887006,0.6326351241310739,8.574973753976462,14,0.04666666666666667,74,15.931868538076502,0.7033333333333334,0.6348590207328765,10,0.05649717514124294,0.6418874895865503,15.316110547273283,14,0.04666666666666667,53,8.955439673813766,0.6933333333333334,0.6298002502472663,5,0.02824858757062147,0.6358436630447533,8.589071717534052,0.8125958062837557,2.3333333333333317,0.9252365455476363,0.3126831416936256,0.4999126645901301,0.3067187577227348,1.3333333333333308,0.32085389136793374,0.17152463284490518,0.13519412487782964,0.5,well_estimated,43,2,8.450000000000003 +300,14,13.393117613655273,177,14,0.04666666666666667,67,13.393117613655273,0.7033333333333334,0.6342199486448861,8,0.04519774011299435,0.6410467518081269,12.835824052800245,14,0.04666666666666667,74,15.931868538076502,0.7033333333333334,0.6348590207328765,10,0.05649717514124294,0.6418874895865503,15.316110547273283,14,0.04666666666666667,67,13.32643455790946,0.7033333333333334,0.6343901652630733,8,0.04519774011299435,0.6410555363312914,12.77905687040745,0.0639072087990411,0.0,0.08407377784234171,0.12001559350219568,-0.056108384703154573,0.017021661818727996,0.0,0.0008784523164551139,0.06116365858145526,-0.044141996762727266,0.75,well_estimated,43,2,8.450000000000003 +300,16,15.232487462422345,177,16,0.05333333333333334,72,15.232487462422345,0.7033333333333334,0.6349002785234084,10,0.05649717514124294,0.6415932883696462,14.6753345881964,16,0.05333333333333334,72,15.232487462422345,0.7033333333333334,0.6349002785234084,10,0.05649717514124294,0.6415932883696462,14.6753345881964,16,0.05333333333333334,72,15.232487462422345,0.7033333333333334,0.6349002785234084,10,0.05649717514124294,0.6415932883696462,14.6753345881964,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,43,2,8.450000000000003 +300,0,0.0,159,0,0.0,0,0.0,0.53,0.5447369943301662,0,0.0,0.5469585517899369,0.0,0,0.0,66,14.872762946301469,0.5833333333333334,0.6099526369039331,14,0.0880503144654088,0.6145169814423121,14.429953570336414,0,0.0,0,0.0,0.53,0.5447369943301662,0,0.0,0.5469585517899369,0.0,6.5215642573766885,5.333333333333334,6.755842965237524,0.993829014195344,5.527735243181344,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,43,3,8.450000000000003 +300,7,3.4320317307381383,159,7,0.023333333333333334,21,3.4320317307381383,0.57,0.5758828637303324,2,0.012578616352201259,0.57895049647475,3.2681762313102434,7,0.023333333333333334,75,17.733040532825235,0.5833333333333334,0.6141633089212107,18,0.11320754716981132,0.6186395008396829,17.31564225156541,6,0.02,24,3.4072897436659875,0.56,0.5860292732649804,4,0.025157232704402517,0.5884194337384836,3.358378090293162,3.8280445190878365,1.333333333333342,3.9689004364932834,0.9670617200304212,2.8609827990574153,1.014640953464807,-0.9999999999999898,0.9468937263733546,0.25452837353716096,0.7601125799276461,0.25,well_estimated,43,3,8.450000000000003 +300,5,10.220335528003297,159,5,0.016666666666666666,48,10.220335528003297,0.5833333333333334,0.6026877647183627,8,0.050314465408805034,0.6071630754038774,9.850937799944516,5,0.016666666666666666,72,16.741129243384027,0.58,0.6132488690496403,17,0.1069182389937107,0.6178901161736665,16.301698287073734,5,0.016666666666666666,51,10.219773015911056,0.59,0.6070590248326379,8,0.050314465408805034,0.6112234760893573,9.905411407461422,1.0561104331277549,-0.33333333333334103,1.0727040769789142,0.5731972406068548,0.48291319252090004,0.4371260114275133,0.6666666666666599,0.406040068547997,0.4060996316185382,0.031026379808975102,0.5,well_estimated,43,3,8.450000000000003 +300,17,16.383459015743465,159,17,0.056666666666666664,70,16.383459015743465,0.5833333333333334,0.6146661819578376,16,0.10062893081761007,0.6196415925632007,15.869472645144478,17,0.056666666666666664,83,20.64480873326322,0.5866666666666667,0.6165259042886467,21,0.1320754716981132,0.621600850065452,20.126224132149414,17,0.056666666666666664,71,16.359566085720086,0.5833333333333334,0.6153140911321396,16,0.10062893081761007,0.6193121259507505,15.97571778445762,0.18597223308091104,0.33333333333332993,0.19592575022512326,0.20968054589406765,-0.023708312813156607,0.06479091743020193,0.0,-0.032946661245025766,0.14274068004783855,-0.07794976261763661,0.75,well_estimated,43,3,8.450000000000003 +300,26,22.2190342652048,159,26,0.08666666666666667,88,22.2190342652048,0.59,0.6168216429974424,22,0.13836477987421383,0.621928322830684,21.735776946939236,26,0.08666666666666667,88,22.2190342652048,0.59,0.6168216429974424,22,0.13836477987421383,0.621928322830684,21.735776946939236,26,0.08666666666666667,88,22.2190342652048,0.59,0.6168216429974424,22,0.13836477987421383,0.621928322830684,21.735776946939236,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,43,3,8.450000000000003 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5273297366373907,0,0.0,0.528421837968652,0.0,0,0.0,86,20.93636879150861,0.5633333333333334,0.5934806437941695,25,0.1592356687898089,0.5861950976100075,22.226598130207993,0,0.0,0,0.0,0.5233333333333333,0.5273297366373907,0,0.0,0.528421837968652,0.0,6.615090715677885,4.0000000000000036,5.777325964135549,1.8155320048761552,4.79955871080173,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,44,0,7.9000000000000075 +300,10,4.7318726845134504,157,10,0.03333333333333333,29,4.7318726845134504,0.5566666666666666,0.5664793370005291,6,0.03821656050955414,0.5672786316132723,4.95798781265717,10,0.03333333333333333,91,21.722822224859627,0.5866666666666667,0.6009532551091991,24,0.15286624203821655,0.5952592816883939,22.88580871765332,9,0.03,32,4.7235582621221095,0.5666666666666667,0.5759268843594001,6,0.03821656050955414,0.5738245055016914,5.202469652810129,3.4473918108669954,3.0000000000000027,2.7980650075121627,1.4520945191601855,1.99529729170681,0.9447547358870989,1.0000000000000009,0.6545873888419096,0.49433826471344056,0.45041647117365835,0.25,well_estimated,44,0,7.9000000000000075 +300,14,9.818359623419884,157,14,0.04666666666666667,51,9.818359623419884,0.5866666666666667,0.5871838931397637,10,0.06369426751592357,0.587183325731879,10.087671254934019,14,0.04666666666666667,91,21.62795688590211,0.5933333333333334,0.6026607581006035,23,0.1464968152866242,0.597169620218647,22.781911804137778,14,0.04666666666666667,55,9.81364922469867,0.5933333333333334,0.5941228457464378,10,0.06369426751592357,0.5905557573519566,10.591490413840535,1.5476864960839776,0.666666666666671,0.998629448676791,1.0388651559204618,0.5088213401635158,0.6938952606674098,0.666666666666671,0.33724316200776094,0.5089822996891935,0.1849129609782163,0.5,well_estimated,44,0,7.9000000000000075 +300,26,16.229666310762408,157,26,0.08666666666666667,77,16.229666310762408,0.5966666666666667,0.6031297515885555,18,0.11464968152866242,0.5993307278791966,17.17522831140313,26,0.08666666666666667,93,21.619575907999685,0.5933333333333334,0.6058942874778025,23,0.1464968152866242,0.5993586434659907,23.060118308839222,26,0.08666666666666667,78,16.164292713091992,0.6066666666666667,0.6042787123147726,16,0.10191082802547771,0.6001726849310886,17.19314907835802,0.2764535889246966,-0.33333333333332993,0.0027915586794047265,0.4021560783649145,-0.1257024894402179,0.11489607262170631,1.0000000000000009,0.08419570518919395,0.2145977721683245,-0.0997016995466182,0.75,well_estimated,44,0,7.9000000000000075 +300,34,23.07896731972743,157,34,0.11333333333333333,98,23.07896731972743,0.5833333333333334,0.6066798945865446,25,0.1592356687898089,0.5995998610810394,24.61783346827618,34,0.11333333333333333,98,23.07896731972743,0.5833333333333334,0.6066798945865446,25,0.1592356687898089,0.5995998610810394,24.61783346827618,34,0.11333333333333333,98,23.07896731972743,0.5833333333333334,0.6066798945865446,25,0.1592356687898089,0.5995998610810394,24.61783346827618,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,44,0,7.9000000000000075 +300,0,0.0,166,0,0.0,0,0.0,0.5533333333333333,0.5221289199237592,0,0.0,0.5257037664770393,0.0,0,0.0,93,20.79172421558282,0.6066666666666667,0.602458354748238,28,0.1686746987951807,0.599014831671086,21.70798204369074,0,0.0,0,0.0,0.5533333333333333,0.5221289199237592,0,0.0,0.5257037664770393,0.0,8.032943482447873,5.333333333333334,7.331106519404673,1.750179855682067,6.2827636267658065,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,44,1,7.9000000000000075 +300,5,4.7289834429600965,166,5,0.016666666666666666,31,4.7289834429600965,0.5766666666666667,0.5660647176998672,9,0.05421686746987952,0.5690799979942953,4.8225179722576055,5,0.016666666666666666,94,20.88729637709136,0.6033333333333334,0.6072657317099098,29,0.1746987951807229,0.6041614425330694,21.79477442620703,5,0.016666666666666666,39,4.722457645982798,0.6166666666666667,0.5820802218766141,6,0.03614457831325301,0.5821795401062891,5.146986500544272,4.120101401004261,2.6666666666666727,3.5081444538774043,1.346966760020494,2.773134640983767,1.6015504176746909,4.0000000000000036,1.3099542111993823,0.419620301982026,1.181930115692665,0.25,well_estimated,44,1,7.9000000000000075 +300,14,10.16386670055042,166,14,0.04666666666666667,59,10.16386670055042,0.5966666666666667,0.595431862420929,16,0.0963855421686747,0.5941536489095071,10.801384620628307,14,0.04666666666666667,91,19.56678424869236,0.6066666666666667,0.6094913271717863,26,0.1566265060240964,0.6055333315855222,20.59196516185885,14,0.04666666666666667,63,10.155543647083288,0.63,0.6021948388750821,11,0.06626506024096386,0.5999318745263876,10.915056918078204,1.4059464750857287,1.0000000000000009,1.137968267601519,0.6865815717827741,0.7193649033029546,0.6762976454153025,3.3333333333333326,0.5778225616880572,0.315894340144095,0.36040330527120745,0.5,well_estimated,44,1,7.9000000000000075 +300,13,16.025527558752803,166,13,0.043333333333333335,80,16.025527558752803,0.61,0.6075247052072853,22,0.13253012048192772,0.604159935919181,16.92606114665445,13,0.043333333333333335,92,19.871470719164062,0.61,0.60932756475506,26,0.1566265060240964,0.6052171530064703,20.91978331906843,13,0.043333333333333335,80,15.944895412377019,0.62,0.6082260231190992,20,0.12048192771084337,0.6049876176393637,16.850404856085234,0.18028595477747045,0.0,0.10572170872892306,0.2669412264087129,-0.08665527163124243,0.07013179118139368,1.0000000000000009,0.08276817201826603,0.1767127130574144,-0.10658092187602072,0.75,well_estimated,44,1,7.9000000000000075 +300,22,20.791463579870097,166,22,0.07333333333333333,94,20.791463579870097,0.61,0.6101150795024562,26,0.1566265060240964,0.6061381939981113,21.78917900248401,22,0.07333333333333333,94,20.791463579870097,0.61,0.6101150795024562,26,0.1566265060240964,0.6061381939981113,21.78917900248401,22,0.07333333333333333,94,20.791463579870097,0.61,0.6101150795024562,26,0.1566265060240964,0.6061381939981113,21.78917900248401,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,44,1,7.9000000000000075 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.529415955362235,0,0.0,0.533856218849287,0.0,0,0.0,92,20.61349566457695,0.6166666666666667,0.6164203592917002,22,0.13496932515337423,0.610211175192447,22.12858421175155,0,0.0,0,0.0,0.5433333333333333,0.529415955362235,0,0.0,0.533856218849287,0.0,8.700440392946529,7.333333333333336,7.635495634316003,1.7458206581329978,6.954619734813531,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,44,2,7.9000000000000075 +300,12,5.923354331800152,163,12,0.04,34,5.923354331800152,0.5833333333333334,0.5735473901710801,6,0.03680981595092025,0.5755739589282931,6.22022924793527,12,0.04,92,20.22363025787132,0.6133333333333333,0.6207859517090359,23,0.1411042944785276,0.6162320386319611,21.54595617090608,12,0.04,42,5.921911920839678,0.5966666666666667,0.5954969486415421,8,0.049079754601226995,0.5944871594931987,6.6072096998998475,4.72385615379558,2.9999999999999916,4.065807970366797,1.2311229164848274,3.4927332373107527,2.1949558470461983,1.3333333333333308,1.8913200564905641,0.5698636466264413,1.625092200419757,0.25,well_estimated,44,2,7.9000000000000075 +300,20,13.208875603132775,163,20,0.06666666666666667,67,13.208875603132775,0.6166666666666667,0.6090098025390852,14,0.08588957055214724,0.6061330927719708,14.11669484662022,20,0.06666666666666667,94,20.64811231346263,0.6066666666666667,0.621980209238865,25,0.15337423312883436,0.6160026650529918,22.1408984873965,19,0.06333333333333334,71,13.1868895225126,0.63,0.6169399377342131,14,0.08588957055214724,0.6131741930108507,14.311721961462082,1.297040669977978,-1.0000000000000009,0.9869572281021033,0.6610319588923911,0.6360087110855869,0.7930135195127863,1.3333333333333308,0.7041100238879938,0.43734584905413276,0.35566767045865355,0.5,well_estimated,44,2,7.9000000000000075 +300,19,17.10269995957295,163,19,0.06333333333333334,83,17.10269995957295,0.62,0.6203691229293171,19,0.1165644171779141,0.6147611577426735,18.427777740802217,19,0.06333333333333334,95,21.039409867146638,0.61,0.6219405438320005,25,0.15337423312883436,0.6163327538047452,22.507672699944973,19,0.06333333333333334,84,17.080033353871844,0.6233333333333333,0.6206968114975198,19,0.1165644171779141,0.6157497412115029,18.41042519368664,0.15714209026833625,-1.0000000000000009,0.15715960620716896,0.3237981921537396,-0.16665610188540336,0.032768856820264425,0.33333333333332993,0.09885834688294626,0.18701619057041816,-0.15424733375015373,0.75,well_estimated,44,2,7.9000000000000075 +300,23,20.226850767131392,163,23,0.07666666666666666,93,20.226850767131392,0.61,0.6220541109064462,24,0.147239263803681,0.616000398419064,21.730747784162727,23,0.07666666666666666,93,20.226850767131392,0.61,0.6220541109064462,24,0.147239263803681,0.616000398419064,21.730747784162727,23,0.07666666666666666,93,20.226850767131392,0.61,0.6220541109064462,24,0.147239263803681,0.616000398419064,21.730747784162727,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,44,2,7.9000000000000075 +300,0,0.0,145,0,0.0,0,0.0,0.48333333333333334,0.5146496031417604,0,0.0,0.5180091900350527,0.0,0,0.0,96,20.899713642731538,0.59,0.6036275882394622,23,0.15862068965517243,0.5998315355818639,21.664230398262397,0,0.0,0,0.0,0.48333333333333334,0.5146496031417604,0,0.0,0.5180091900350527,0.0,8.897798509770173,10.666666666666663,8.182234554681111,1.8303108013366394,7.067487708433533,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,44,3,7.9000000000000075 +300,8,4.878746738409896,145,8,0.02666666666666667,32,4.878746738409896,0.5366666666666666,0.5626282099477268,5,0.034482758620689655,0.5655176016229574,4.8490023205432475,8,0.02666666666666667,101,22.294940102853264,0.5933333333333334,0.6076155606321436,25,0.1724137931034483,0.6038748938806396,23.10063797480414,8,0.02666666666666667,40,4.874859790447363,0.56,0.5796733614796262,5,0.034482758620689655,0.5777985750893637,5.254808058494172,4.498735068441684,5.666666666666675,3.835729225768225,1.5563995408366627,2.942335527605022,1.704515153189945,2.333333333333343,1.228097346640633,0.5421400178320404,1.1623751353579046,0.25,well_estimated,44,3,7.9000000000000075 +300,13,9.932419005163066,145,13,0.043333333333333335,58,9.932419005163066,0.5733333333333334,0.5908862462726123,10,0.06896551724137931,0.5900410034788858,10.320228057609395,13,0.043333333333333335,99,21.599062637808235,0.5866666666666667,0.6089539599022906,25,0.1724137931034483,0.6052358892540002,22.375396798668174,13,0.043333333333333335,62,9.922594768566958,0.5833333333333334,0.5977139270264848,10,0.06896551724137931,0.594175848011375,10.67892859257398,1.8067713629678295,1.3333333333333308,1.5194885775114408,0.9909082183985563,0.8158631445692732,0.6827680753872523,1.0000000000000009,0.4134844532489246,0.6400402968810429,0.042727778506209346,0.5,well_estimated,44,3,7.9000000000000075 +300,21,16.105665467043888,145,21,0.07,83,16.105665467043888,0.59,0.6078298485626981,17,0.11724137931034483,0.6042236779743172,16.954210703365487,21,0.07,100,21.851032137021427,0.5866666666666667,0.6101185200259914,25,0.1724137931034483,0.605628277702118,22.760063852489402,21,0.07,83,16.05572883162573,0.6033333333333334,0.6083501812355344,16,0.1103448275862069,0.6039383987645107,16.93894190649403,0.2288671463293368,-0.33333333333332993,0.1404599727800826,0.42891831479925213,-0.20005116846991533,0.05203326728363544,1.333333333333342,-0.028527920980647714,0.28044720094878833,-0.2284139336651529,0.75,well_estimated,44,3,7.9000000000000075 +300,26,21.722320314223072,145,26,0.08666666666666667,99,21.722320314223072,0.5866666666666667,0.6102813395407355,25,0.1724137931034483,0.6057829042949614,22.654281405957,26,0.08666666666666667,99,21.722320314223072,0.5866666666666667,0.6102813395407355,25,0.1724137931034483,0.6057829042949614,22.654281405957,26,0.08666666666666667,99,21.722320314223072,0.5866666666666667,0.6102813395407355,25,0.1724137931034483,0.6057829042949614,22.654281405957,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,44,3,7.9000000000000075 +300,0,0.0,167,0,0.0,0,0.0,0.5566666666666666,0.5431004882390061,0,0.0,0.5372828701352287,0.0,0,0.0,84,19.25553051365803,0.68,0.6243614106827541,16,0.09580838323353294,0.6166445059134941,19.515134905361776,0,0.0,0,0.0,0.5566666666666666,0.5431004882390061,0,0.0,0.5372828701352287,0.0,8.126092244374794,12.333333333333341,7.936163577826538,1.202346738842616,6.923745505532178,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,45,0,8.350000000000001 +300,3,4.976486358373054,167,3,0.01,30,4.976486358373054,0.6033333333333334,0.5884372941098477,5,0.029940119760479042,0.5817437954312753,5.0798035286807535,3,0.01,87,20.136023256332688,0.6733333333333333,0.6264232277234799,18,0.10778443113772455,0.6186097361307079,20.398182703989267,3,0.01,36,4.963451149482508,0.6466666666666666,0.6011317383206358,1,0.005988023952095809,0.5940353333656598,5.06959189767468,3.798593361363223,6.999999999999995,3.686594069943261,0.8679451420095108,2.930648219353712,1.2694444210788136,4.333333333333322,1.2291537934384533,0.2798402512128608,0.9896041698659528,0.25,well_estimated,45,0,8.350000000000001 +300,11,9.656151298816031,167,11,0.03666666666666667,55,9.656151298816031,0.6366666666666667,0.6186164388300591,10,0.059880239520958084,0.6114036121541794,9.762668709107103,11,0.03666666666666667,84,18.545065949426913,0.6833333333333333,0.6287325748524828,15,0.08982035928143713,0.6215209901009274,18.73080224482273,10,0.03333333333333333,56,9.655455619261414,0.65,0.6207141377700822,10,0.059880239520958084,0.6133986731162807,9.774687697449545,1.0116136022423672,4.666666666666663,1.0117377946748052,0.4846070441517215,0.5270065580906457,0.2097698940023096,1.3333333333333308,0.1995060962101336,0.14024074173036793,0.06952915227194167,0.5,well_estimated,45,0,8.350000000000001 +300,15,14.117062926863786,167,15,0.05,71,14.117062926863786,0.67,0.6263076744024642,12,0.0718562874251497,0.6193601909865808,14.216609350027918,15,0.05,86,19.154594144486822,0.6833333333333333,0.6292710843912405,16,0.09580838323353294,0.6223422707519324,19.304474462284794,15,0.05,71,14.069930017883838,0.6666666666666666,0.6274608717577657,14,0.08383233532934131,0.6206157580382848,14.095534718815351,0.2963409988776311,1.3333333333333308,0.2982079765351586,0.2165725013597863,0.07976849751784479,0.11531973553015051,-0.33333333333334103,0.1255567051704043,0.11606696377267942,-0.0007472282425289023,0.75,well_estimated,45,0,8.350000000000001 +300,19,19.462531788865647,167,19,0.06333333333333334,87,19.462531788865647,0.69,0.6294531280245371,16,0.09580838323353294,0.6216514646360094,19.74275362361716,19,0.06333333333333334,87,19.462531788865647,0.69,0.6294531280245371,16,0.09580838323353294,0.6216514646360094,19.74275362361716,19,0.06333333333333334,87,19.462531788865647,0.69,0.6294531280245371,16,0.09580838323353294,0.6216514646360094,19.74275362361716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,45,0,8.350000000000001 +300,0,0.0,177,0,0.0,0,0.0,0.59,0.5220331889711671,0,0.0,0.5151332823201039,0.0,0,0.0,87,17.77156827635276,0.64,0.6163225027701981,24,0.13559322033898305,0.6115816889220463,17.25717471472295,0,0.0,0,0.0,0.59,0.5220331889711671,0,0.0,0.5151332823201039,0.0,9.428931379903094,5.000000000000004,9.644840660194243,1.275443276683475,8.153488103219619,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,45,1,8.350000000000001 +300,7,4.387076472923597,177,7,0.023333333333333334,33,4.387076472923597,0.6066666666666667,0.5757741919311609,11,0.062146892655367235,0.568383798415452,4.467933606581551,7,0.023333333333333334,92,18.94856800889273,0.6333333333333333,0.6205389078563315,27,0.15254237288135594,0.6145988456142831,18.636968078291,7,0.023333333333333334,38,4.377038584607923,0.6233333333333333,0.5897881343294351,11,0.062146892655367235,0.5822779235368309,4.414060402708084,4.476471592517061,2.6666666666666616,4.621504719883118,0.9651584502579907,3.5113131422590707,1.4013942398274248,1.6666666666666607,1.3894125121378997,0.2963303089961022,1.1050639308313226,0.25,well_estimated,45,1,8.350000000000001 +300,12,11.720512076311994,177,12,0.04,68,11.720512076311994,0.6533333333333333,0.6119074444751698,18,0.1016949152542373,0.6052458298803519,11.668058686324311,12,0.04,93,19.363191633397726,0.6266666666666667,0.6215938474602374,29,0.1638418079096045,0.6162039139566408,18.987137220242047,12,0.04,71,11.669051620528078,0.65,0.6175174698043597,17,0.096045197740113,0.6118523372288543,11.461856466410717,0.9686402985067621,-2.6666666666666616,1.0958084076288843,0.4676509523722949,0.5009893461344672,0.5610025329189972,-0.33333333333332993,0.6606507348502433,0.2991446603224728,0.2618578725965244,0.5,well_estimated,45,1,8.350000000000001 +300,15,14.934666983039486,177,15,0.05,80,14.934666983039486,0.6533333333333333,0.6203504125122652,21,0.11864406779661017,0.6150348959541819,14.653080334391369,15,0.05,92,19.06982138650498,0.6333333333333333,0.6218024143495923,28,0.15819209039548024,0.6162909727795832,18.7337733346827,15,0.05,80,14.711917519722773,0.6533333333333333,0.6209135135015827,21,0.11864406779661017,0.615048289727003,14.513310423481954,0.1452001837327077,-2.0000000000000018,0.12560768254012977,0.20195354110533592,-0.05675335737262821,0.05631009893175554,0.0,0.0013393772821057581,0.12043754918176583,-0.06412745025001029,0.75,well_estimated,45,1,8.350000000000001 +300,23,20.02856265226084,177,23,0.07666666666666666,95,20.02856265226084,0.6366666666666667,0.6220544317528618,30,0.1694915254237288,0.6157567180055694,19.8574211004382,23,0.07666666666666666,95,20.02856265226084,0.6366666666666667,0.6220544317528618,30,0.1694915254237288,0.6157567180055694,19.8574211004382,23,0.07666666666666666,95,20.02856265226084,0.6366666666666667,0.6220544317528618,30,0.1694915254237288,0.6157567180055694,19.8574211004382,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,45,1,8.350000000000001 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5485685534801185,0,0.0,0.5420766262596625,0.0,0,0.0,78,18.80734242558925,0.58,0.619294074383134,26,0.16149068322981366,0.6104834310230289,18.87985368008232,0,0.0,0,0.0,0.5366666666666666,0.5485685534801185,0,0.0,0.5420766262596625,0.0,7.072552090301554,4.333333333333334,6.840680476336647,1.116832070757136,5.955720019544418,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,45,2,8.350000000000001 +300,2,4.088431843922984,161,2,0.006666666666666667,22,4.088431843922984,0.5566666666666666,0.5781979191375521,6,0.037267080745341616,0.5707034832136612,4.194347685484993,2,0.006666666666666667,75,17.602300603753275,0.5833333333333334,0.620517278415544,24,0.14906832298136646,0.611091322985427,17.78864895924809,2,0.006666666666666667,28,4.0714092003936075,0.55,0.5917810033298584,9,0.055900621118012424,0.5843468305422729,4.119038313418089,4.23193592779919,2.6666666666666727,4.038783977176585,0.7563667627186083,3.4755691650805822,1.358308419230625,-0.6666666666666599,1.3643347328611721,0.28605930253776174,1.0722491166928632,0.25,well_estimated,45,2,8.350000000000001 +300,7,11.447615244918294,161,7,0.023333333333333334,55,11.447615244918294,0.56,0.6141292514372001,19,0.11801242236024845,0.6054729457805471,11.583935996822644,7,0.023333333333333334,78,18.50282703345359,0.59,0.6224066212308466,24,0.14906832298136646,0.6135146339879793,18.565800275446534,7,0.023333333333333334,57,11.442745152037025,0.57,0.6163909988914754,19,0.11801242236024845,0.6078370824266197,11.515871148876103,0.8277369793646461,2.9999999999999916,0.8041688207432229,0.37963426552144913,0.44810271384319694,0.22617474542753202,0.9999999999999898,0.2364136646072601,0.21267639907404295,0.013498346353489066,0.5,well_estimated,45,2,8.350000000000001 +300,8,15.619532017089604,161,8,0.02666666666666667,69,15.619532017089604,0.5766666666666667,0.6209023288974072,22,0.13664596273291926,0.6115213087727314,15.739832270627122,8,0.02666666666666667,79,18.892523917964656,0.5866666666666667,0.6226267042003354,25,0.15527950310559005,0.6136136274501505,18.939814435547515,8,0.02666666666666667,70,15.581088727492386,0.58,0.6213229066342347,22,0.13664596273291926,0.6121728816573053,15.651489852082795,0.17243753029282383,1.0000000000000009,0.20923186774191027,0.19110942304216885,-0.018671892749345026,0.04205777368275765,0.33333333333332993,0.06515728845739588,0.12502719325659603,-0.08296941957383838,0.75,well_estimated,45,2,8.350000000000001 +300,17,20.874589219334286,161,17,0.056666666666666664,85,20.874589219334286,0.5833333333333334,0.623438086422957,27,0.16770186335403728,0.6143189367294144,20.876147028327953,17,0.056666666666666664,85,20.874589219334286,0.5833333333333334,0.623438086422957,27,0.16770186335403728,0.6143189367294144,20.876147028327953,17,0.056666666666666664,85,20.874589219334286,0.5833333333333334,0.623438086422957,27,0.16770186335403728,0.6143189367294144,20.876147028327953,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,45,2,8.350000000000001 +300,0,0.0,150,0,0.0,0,0.0,0.5,0.508933681129828,0,0.0,0.5041874227942726,0.0,0,0.0,101,22.124048527360557,0.5566666666666666,0.5978588895023567,22,0.14666666666666667,0.5885050713289195,22.561587463431955,0,0.0,0,0.0,0.5,0.508933681129828,0,0.0,0.5041874227942726,0.0,8.89252083725287,5.666666666666664,8.431764853464685,1.5661658627905053,7.326354974462365,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,45,3,8.350000000000001 +300,9,3.2121080067236636,150,9,0.03,25,3.2121080067236636,0.5333333333333333,0.5466760788633471,4,0.02666666666666667,0.5399814963011564,3.419625049541588,9,0.03,100,21.218909640345682,0.57,0.6030522596335093,21,0.14,0.5938633276759757,21.70829451775563,9,0.03,31,3.203353851070547,0.5466666666666666,0.5611307192262246,5,0.03333333333333333,0.5538176071302767,3.449995034431435,5.637618077016215,3.6666666666666625,5.388183137481928,1.271989452822362,4.365628624193853,1.445464036287747,1.3333333333333308,1.3836110829120285,0.3093512710809639,1.136112765206783,0.25,well_estimated,45,3,8.350000000000001 +300,17,11.1325103357526,150,17,0.056666666666666664,65,11.1325103357526,0.5666666666666667,0.5879089966783215,11,0.07333333333333333,0.5780696655984252,11.635594330942686,17,0.056666666666666664,98,20.402457743153608,0.5666666666666667,0.6056154817176794,20,0.13333333333333333,0.5958298293784636,20.928466251412907,17,0.056666666666666664,68,11.103747041396083,0.5566666666666666,0.5950327223386881,14,0.09333333333333334,0.5860697501187412,11.549354861997552,1.77064850393579,0.0,1.7760163780038418,0.6692075567327278,1.1014409472030622,0.7123725660366564,-1.0000000000000009,0.8000084520315975,0.40576261571739586,0.3066099503192606,0.5,well_estimated,45,3,8.350000000000001 +300,21,18.051800382430077,150,21,0.07,91,18.051800382430077,0.5666666666666667,0.6046829346904085,19,0.12666666666666668,0.5950642946978634,18.55620778150202,21,0.07,100,21.25315476130746,0.5633333333333334,0.60605658945909,22,0.14666666666666667,0.596637181318725,21.722286165074912,21,0.07,91,17.891409184927912,0.5666666666666667,0.6053890148757259,19,0.12666666666666668,0.5959263748221235,18.384543124264297,0.13736547686815648,-0.33333333333332993,0.15728866208616354,0.16953724771075515,-0.032171770842598674,0.07060801853174814,0.0,0.0862080124260145,0.09954576247786912,-0.028937743946120975,0.75,well_estimated,45,3,8.350000000000001 +300,24,21.158297306889015,150,24,0.08,100,21.158297306889015,0.5733333333333334,0.6062066255514473,21,0.14,0.5967684543915888,21.631146563618096,24,0.08,100,21.158297306889015,0.5733333333333334,0.6062066255514473,21,0.14,0.5967684543915888,21.631146563618096,24,0.08,100,21.158297306889015,0.5733333333333334,0.6062066255514473,21,0.14,0.5967684543915888,21.631146563618096,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,45,3,8.350000000000001 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5115163177236434,0,0.0,0.5088112728755729,0.0,0,0.0,96,19.515053892495352,0.62,0.6083240923042293,18,0.11764705882352941,0.6007991239460541,20.022426277754903,0,0.0,0,0.0,0.51,0.5115163177236434,0,0.0,0.5088112728755729,0.0,9.680777458058598,10.999999999999998,9.198785107048113,1.3679088738975163,8.312868584161082,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,46,0,8.300000000000008 +300,4,6.206798235045245,153,4,0.013333333333333334,39,6.206798235045245,0.5633333333333334,0.5665754613663265,5,0.032679738562091505,0.5635289500526801,6.231698879337365,4,0.013333333333333334,97,19.754086279535326,0.63,0.6096072691583487,17,0.1111111111111111,0.6028816205681021,20.227073971398674,4,0.013333333333333334,47,6.202244427528828,0.5933333333333334,0.5838376121476896,7,0.0457516339869281,0.5785778642002118,6.557009201025192,4.30318077920222,6.666666666666665,3.9352670515422017,0.9863893188282229,3.3167914603739974,1.7262150781363061,3.0000000000000027,1.5048914147531733,0.5521442935390328,1.1740707845972733,0.25,well_estimated,46,0,8.300000000000008 +300,4,10.71451360126634,153,4,0.013333333333333334,64,10.71451360126634,0.6,0.5924915232761221,10,0.06535947712418301,0.5872871594755104,10.94113370553814,4,0.013333333333333334,97,19.754086279535326,0.63,0.6096072691583487,17,0.1111111111111111,0.6028816205681021,20.227073971398674,4,0.013333333333333334,67,10.683186960053922,0.6233333333333333,0.5995632234991368,7,0.0457516339869281,0.5938830914920008,11.067672161253235,1.711574588222664,3.0000000000000027,1.5594461092591771,0.5625293278067254,1.1490452604159387,0.7071700223014732,2.3333333333333317,0.6595932016490447,0.3641455829969865,0.3430244393044867,0.5,well_estimated,46,0,8.300000000000008 +300,12,15.854739436272551,153,12,0.04,86,15.854739436272551,0.6166666666666667,0.6076755644623654,14,0.0915032679738562,0.6010213101828593,16.29432312935313,12,0.04,98,20.057864274784066,0.6366666666666667,0.6106994924136209,16,0.10457516339869281,0.6033320449807986,20.63035853978518,10,0.03333333333333333,86,15.845635697608385,0.6333333333333333,0.6088024533195219,13,0.08496732026143791,0.6021470393675556,16.275501453752238,0.30239279512555006,2.0000000000000018,0.23107347979393067,0.21265477747372574,0.08973801765182432,0.1126888857156505,1.6666666666666607,0.11257291846963335,0.10376080743677778,0.008928078278872723,0.75,well_estimated,46,0,8.300000000000008 +300,14,19.707214470029577,153,14,0.04666666666666667,97,19.707214470029577,0.6366666666666667,0.6107380190403946,16,0.10457516339869281,0.603654514130117,20.188387531251475,14,0.04666666666666667,97,19.707214470029577,0.6366666666666667,0.6107380190403946,16,0.10457516339869281,0.603654514130117,20.188387531251475,14,0.04666666666666667,97,19.707214470029577,0.6366666666666667,0.6107380190403946,16,0.10457516339869281,0.603654514130117,20.188387531251475,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,46,0,8.300000000000008 +300,0,0.0,139,0,0.0,0,0.0,0.4633333333333333,0.5171030080739111,0,0.0,0.5189626370526842,0.0,0,0.0,90,20.457579028634704,0.57,0.5959695187304022,13,0.09352517985611511,0.5909821430885339,21.30056695064026,0,0.0,0,0.0,0.4633333333333333,0.5171030080739111,0,0.0,0.5189626370526842,0.0,7.886651065649108,10.666666666666663,7.201950603584972,1.401796681086781,6.484854384562327,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,46,1,8.300000000000008 +300,4,4.500443021005982,139,4,0.013333333333333334,29,4.500443021005982,0.5133333333333333,0.5596250897261857,3,0.02158273381294964,0.5606612512565752,4.5611194988984405,4,0.013333333333333334,90,20.3500987483168,0.5733333333333334,0.5985993757003524,12,0.08633093525179857,0.5935705615167526,21.15817196285002,4,0.013333333333333334,35,4.496870989709729,0.5166666666666667,0.5732539471281495,3,0.02158273381294964,0.5723362912668374,4.781797000932503,3.8974285974166634,6.000000000000005,3.2909310260177405,1.1360934670126186,2.7613351304040448,1.3628857401963734,0.33333333333334103,1.1675040010262205,0.31705337343628504,1.0458323667600884,0.25,well_estimated,46,1,8.300000000000008 +300,14,9.148854589570062,139,14,0.04666666666666667,55,9.148854589570062,0.5433333333333333,0.5866908997470955,5,0.03597122302158273,0.58504963580462,9.572038389312048,14,0.04666666666666667,93,20.921041410497416,0.5733333333333334,0.6020768959756013,14,0.10071942446043165,0.596246320128888,21.875137921153076,13,0.043333333333333335,56,9.147000357161144,0.56,0.5917577195504794,4,0.02877697841726619,0.5894057988658554,9.708145408552038,1.5385996228505783,3.0000000000000027,1.1196684324268014,0.8312163616723875,0.7073832611781907,0.506681980338386,1.6666666666666718,0.43561630612354296,0.319076010329165,0.18760597000922097,0.5,well_estimated,46,1,8.300000000000008 +300,18,14.539261897802913,139,18,0.06,75,14.539261897802913,0.5666666666666667,0.5991909887206437,8,0.05755395683453238,0.5958218973296513,15.243087911191669,18,0.06,95,21.591234300434326,0.5766666666666667,0.6025988624089771,14,0.10071942446043165,0.5974128761910475,22.433106297390054,17,0.056666666666666664,75,14.489641297933128,0.5633333333333334,0.5998464447148948,10,0.07194244604316546,0.5962696326963967,15.219575424082612,0.3407873688333396,1.0000000000000009,0.15909788613962528,0.5026484019889377,-0.16186103315559808,0.06554559942510974,-0.33333333333332993,0.044773536674536096,0.17523165646648256,-0.10968605704137283,0.75,well_estimated,46,1,8.300000000000008 +300,27,23.104560417583993,139,27,0.09,100,23.104560417583993,0.5833333333333334,0.6028646396331044,15,0.1079136690647482,0.5980338733437348,23.886287720347948,27,0.09,100,23.104560417583993,0.5833333333333334,0.6028646396331044,15,0.1079136690647482,0.5980338733437348,23.886287720347948,27,0.09,100,23.104560417583993,0.5833333333333334,0.6028646396331044,15,0.1079136690647482,0.5980338733437348,23.886287720347948,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,46,1,8.300000000000008 +300,0,0.0,165,0,0.0,0,0.0,0.55,0.5354389937270541,0,0.0,0.5371136593031443,0.0,0,0.0,84,18.69025606056061,0.5966666666666667,0.6129969835679483,21,0.12727272727272726,0.6046318724009926,19.636258742744097,0,0.0,0,0.0,0.55,0.5354389937270541,0,0.0,0.5371136593031443,0.0,7.755798984089424,4.666666666666663,6.751821309784834,1.414290420650645,6.3415085634387784,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,46,2,8.300000000000008 +300,6,4.880721326214565,165,6,0.02,30,4.880721326214565,0.58,0.5732547781358657,5,0.030303030303030304,0.5710611894373131,5.278732845848741,6,0.02,89,20.024240777784243,0.6033333333333334,0.6160764974056321,22,0.13333333333333333,0.6061363782941267,21.145142087662546,6,0.02,38,4.875777813808084,0.6,0.5931720321841816,7,0.04242424242424243,0.5903072955845046,5.17485831041053,4.282171926976641,2.333333333333343,3.50751888568136,1.0943090194238643,3.187862907552777,1.9917254048315902,2.0000000000000018,1.9246106147191466,0.5674988447704049,1.4242265600611854,0.25,well_estimated,46,2,8.300000000000008 +300,13,9.877616093679716,165,13,0.043333333333333335,55,9.877616093679716,0.6033333333333334,0.601705958258163,10,0.06060606060606061,0.5964131982372993,10.438842650735394,12,0.04,92,21.151990677494304,0.6,0.6167161203128307,23,0.1393939393939394,0.6076521071181311,22.061925658055735,12,0.04,58,9.876765544454187,0.6,0.6077771314775047,11,0.06666666666666667,0.6032320806461475,10.257377748812798,1.5010162054667764,-0.33333333333334103,1.1238908880831788,0.6348503110646891,0.8661658944020872,0.6071173219341697,-0.33333333333334103,0.6818882408848204,0.3314237543380094,0.27569356759616026,0.5,well_estimated,46,2,8.300000000000008 +300,10,17.033649575391824,165,10,0.03333333333333333,80,17.033649575391824,0.61,0.6145424139153624,18,0.10909090909090909,0.6065773272728752,17.852802733549183,10,0.03333333333333333,90,20.370358217748723,0.6,0.6166784526384342,22,0.13333333333333333,0.6073661942461632,21.328557621394655,10,0.03333333333333333,80,17.018562567247905,0.6,0.6153303987430536,19,0.11515151515151516,0.6067263271412048,17.930982351444555,0.2136038723071887,-1.0000000000000009,0.07888669732880604,0.209847141463762,0.0037567308434267033,0.07879848276912682,-1.0000000000000009,0.014899986832961343,0.14445765751641032,-0.0656591747472835,0.75,well_estimated,46,2,8.300000000000008 +300,12,21.151990677494304,165,12,0.04,92,21.151990677494304,0.6,0.6167161203128307,23,0.1393939393939394,0.6076521071181311,22.061925658055735,12,0.04,92,21.151990677494304,0.6,0.6167161203128307,23,0.1393939393939394,0.6076521071181311,22.061925658055735,12,0.04,92,21.151990677494304,0.6,0.6167161203128307,23,0.1393939393939394,0.6076521071181311,22.061925658055735,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,46,2,8.300000000000008 +300,0,0.0,157,0,0.0,0,0.0,0.5233333333333333,0.5407806237988496,0,0.0,0.5407455253065079,0.0,0,0.0,72,16.701962423839973,0.5733333333333334,0.6048913278189311,17,0.10828025477707007,0.6028794060273313,16.965089694219117,0,0.0,0,0.0,0.5233333333333333,0.5407806237988496,0,0.0,0.5407455253065079,0.0,6.4110704020081455,5.000000000000004,6.213388072082338,1.2062457282474728,5.2048246737606725,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,46,3,8.300000000000008 +300,4,3.7616824830858295,157,4,0.013333333333333334,25,3.7616824830858295,0.54,0.5796152944506329,5,0.03184713375796178,0.5771224062495647,3.999530435171324,4,0.013333333333333334,75,17.496640394732346,0.5733333333333334,0.6084771213573923,19,0.12101910828025478,0.6055677916152377,17.806026649217426,4,0.013333333333333334,30,3.717245677862573,0.5533333333333333,0.5889915017293682,7,0.044585987261146494,0.586925294502823,4.0288824496956135,2.8861826906759425,3.3333333333333326,2.844538536567298,0.9589343368168949,1.9272483538590475,0.9376207278735338,1.3333333333333308,0.9802888253258368,0.2866873669906393,0.6509333608828944,0.25,well_estimated,46,3,8.300000000000008 +300,17,9.238000690140508,157,17,0.056666666666666664,50,9.238000690140508,0.5466666666666666,0.6014622742251293,12,0.07643312101910828,0.5989534862112172,9.35734680583528,17,0.056666666666666664,80,18.220353260632848,0.5733333333333334,0.6155625167734994,20,0.12738853503184713,0.612270597913844,18.505866429147005,17,0.056666666666666664,54,9.21112819603046,0.5666666666666667,0.6094309086053062,13,0.08280254777070063,0.6065539696634276,9.551524857728106,1.4100242548370057,2.6666666666666727,1.3317111702626727,0.715399934753058,0.6946243200839477,0.796863438017692,2.0000000000000018,0.7600483452210316,0.40475328001697103,0.39211015800072097,0.5,well_estimated,46,3,8.300000000000008 +300,26,14.251657138651957,157,26,0.08666666666666667,70,14.251657138651957,0.5666666666666667,0.6150220853580289,15,0.09554140127388536,0.6108415480925729,14.544523193909306,26,0.08666666666666667,83,19.084198592661245,0.5733333333333334,0.6173157547353944,21,0.1337579617834395,0.6127441419429974,19.462435533984703,26,0.08666666666666667,70,14.213047688130303,0.59,0.6157598849172101,13,0.08280254777070063,0.611972248495545,14.486585179987541,0.2293669377365415,0.666666666666671,0.1902593850424572,0.3952975865997948,-0.16593064886325332,0.07377995591811848,2.3333333333333317,0.11307004029721401,0.1464291817652464,-0.07264922584712794,0.75,well_estimated,46,3,8.300000000000008 +300,31,19.00280282893967,157,31,0.10333333333333333,83,19.00280282893967,0.56,0.6175027745749113,23,0.1464968152866242,0.6127535970160335,19.322969834559373,31,0.10333333333333333,83,19.00280282893967,0.56,0.6175027745749113,23,0.1464968152866242,0.6127535970160335,19.322969834559373,31,0.10333333333333333,83,19.00280282893967,0.56,0.6175027745749113,23,0.1464968152866242,0.6127535970160335,19.322969834559373,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,46,3,8.300000000000008 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5346282303802421,0,0.0,0.5330652803140994,0.0,0,0.0,84,18.8135695012166,0.5966666666666667,0.621343738234425,18,0.11764705882352941,0.6193768563825139,18.734780246406938,0,0.0,0,0.0,0.51,0.5346282303802421,0,0.0,0.5330652803140994,0.0,8.671550785418292,8.666666666666668,8.631157606841455,1.2807816366441531,7.3907691487741385,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,47,0,8.250000000000002 +300,10,6.883195564323851,153,10,0.03333333333333333,39,6.883195564323851,0.5833333333333334,0.5897529737102336,3,0.0196078431372549,0.585564041308039,7.212231443464435,10,0.03333333333333333,91,20.602017205321346,0.5966666666666667,0.6260705574730293,20,0.13071895424836602,0.6240064965249426,20.58816713865406,9,0.03,45,6.8631174261512555,0.59,0.6060829179348869,6,0.0392156862745098,0.6049465933664357,6.808241191861207,3.63175837627957,1.3333333333333308,3.8442455216903593,0.8231562270459171,2.808602149233653,1.632994422465328,0.6666666666666599,1.9382552058396785,0.3972120243420237,1.2357823981233045,0.25,well_estimated,47,0,8.250000000000002 +300,13,12.37854537469131,153,13,0.043333333333333335,64,12.37854537469131,0.6266666666666667,0.6151616744879017,6,0.0392156862745098,0.6107764195835705,12.686305291163869,13,0.043333333333333335,91,20.51310762689909,0.6033333333333334,0.6265706935978695,19,0.12418300653594772,0.6239402980106658,20.58160353401225,13,0.043333333333333335,67,12.370748652279175,0.6066666666666667,0.6206555651765833,12,0.0784313725490196,0.6180396409455323,12.404646183322797,1.1409019109967833,-2.3333333333333317,1.316387842709521,0.459051821842317,0.6818500891544663,0.5493890688681557,-2.0000000000000018,0.726322136196178,0.3439951342567132,0.20539393461144256,0.5,well_estimated,47,0,8.250000000000002 +300,16,16.707955615452903,153,16,0.05333333333333334,80,16.707955615452903,0.6066666666666667,0.6252721764596831,15,0.09803921568627451,0.6210539939598235,16.980602663941106,16,0.05333333333333334,92,20.816054045751113,0.6,0.6268478690741477,20,0.13071895424836602,0.6239463711765114,20.91007342692081,16,0.05333333333333334,81,16.68033852664777,0.6,0.6256254518844546,16,0.10457516339869281,0.6226683122301163,16.779162073516375,0.15756926144645522,-0.666666666666671,0.28923772166878914,0.1927476128755301,-0.03517835142907488,0.0353275424771482,-0.666666666666671,0.16143182702927916,0.14262444611479724,-0.10729690363764904,0.75,well_estimated,47,0,8.250000000000002 +300,20,20.882608763429243,153,20,0.06666666666666667,92,20.882608763429243,0.6033333333333334,0.6269591071411067,19,0.12418300653594772,0.6232617078999086,21.089464647065345,20,0.06666666666666667,92,20.882608763429243,0.6033333333333334,0.6269591071411067,19,0.12418300653594772,0.6232617078999086,21.089464647065345,20,0.06666666666666667,92,20.882608763429243,0.6033333333333334,0.6269591071411067,19,0.12418300653594772,0.6232617078999086,21.089464647065345,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,47,0,8.250000000000002 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5255127458276875,0,0.0,0.5237120189663432,0.0,0,0.0,98,22.938539695554255,0.6033333333333334,0.6093972290743715,22,0.14285714285714285,0.6053717043263017,23.101632014648985,0,0.0,0,0.0,0.5133333333333333,0.5255127458276875,0,0.0,0.5237120189663432,0.0,8.388448324668406,9.000000000000007,8.165968535995848,1.2920922685028366,7.09635605616557,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,47,1,8.250000000000002 +300,1,5.1507761207660305,154,1,0.0033333333333333335,30,5.1507761207660305,0.54,0.5636529383615553,8,0.05194805194805195,0.5614974711449664,5.197931067624235,1,0.0033333333333333335,98,22.938539695554255,0.6066666666666667,0.6099907166027491,22,0.14285714285714285,0.6060483266544187,23.101632014648985,1,0.0033333333333333335,36,5.138517712095898,0.5466666666666666,0.5801692168206589,7,0.045454545454545456,0.5773856129089826,5.229337150861062,4.633777824119378,6.666666666666665,4.455085550945226,0.9844392958539783,3.6493385282654,1.651627845910364,0.6666666666666599,1.5888141764016206,0.3611886753174234,1.2904391705929406,0.25,well_estimated,47,1,8.250000000000002 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+300,16,14.191545401545836,140,16,0.05333333333333334,71,14.191545401545836,0.5933333333333334,0.6258856358340105,7,0.05,0.6207527228405515,14.786965648781162,16,0.05333333333333334,82,17.832390202097493,0.5966666666666667,0.6277633954800692,10,0.07142857142857142,0.6226159975929749,18.368080441569408,16,0.05333333333333334,71,14.12113737961242,0.5866666666666667,0.626157307903964,7,0.05,0.6207656429994511,14.752507893575169,0.1877759646058741,0.33333333333332993,0.18632747524234272,0.19692685764285753,-0.009150893036983437,0.027167206995348803,-0.666666666666671,0.0012920158899643042,0.19148590487652264,-0.16431869788117384,0.75,well_estimated,47,3,8.250000000000002 +300,19,18.836160867914202,140,19,0.06333333333333334,85,18.836160867914202,0.6066666666666667,0.6279038384991231,10,0.07142857142857142,0.6228869134448327,19.35388881269598,19,0.06333333333333334,85,18.836160867914202,0.6066666666666667,0.6279038384991231,10,0.07142857142857142,0.6228869134448327,19.35388881269598,19,0.06333333333333334,85,18.836160867914202,0.6066666666666667,0.6279038384991231,10,0.07142857142857142,0.6228869134448327,19.35388881269598,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,47,3,8.250000000000002 +300,0,0.0,163,0,0.0,0,0.0,0.5433333333333333,0.5251751128844171,0,0.0,0.5296018376347746,0.0,0,0.0,84,20.196449413988276,0.6133333333333333,0.5952412041903045,19,0.1165644171779141,0.6012157045346936,19.977327474729414,0,0.0,0,0.0,0.5433333333333333,0.5251751128844171,0,0.0,0.5296018376347746,0.0,7.006609130588737,6.999999999999995,7.1613866899919,1.3847031108119154,5.621906019776822,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,48,0,5.599999999999994 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+300,9,14.65401341379919,163,9,0.03,67,14.65401341379919,0.6033333333333334,0.5941013179159075,16,0.09815950920245399,0.5990674172052748,14.743115343998978,9,0.03,82,19.186865998402247,0.62,0.5967088760982926,19,0.1165644171779141,0.6019576071003191,19.189512968200123,7,0.023333333333333334,68,14.647461346950355,0.6066666666666667,0.595126667401491,16,0.09815950920245399,0.6004607198533537,14.688620713405898,0.2607558182385117,1.6666666666666607,0.2890189895044304,0.25786829387820404,0.0028875243603076473,0.10253494855835266,0.33333333333332993,0.1393302648078909,0.1618271698384833,-0.05929222128013065,0.75,well_estimated,48,0,5.599999999999994 +300,13,18.555694156892486,163,13,0.043333333333333335,80,18.555694156892486,0.6166666666666667,0.5968508330210608,19,0.1165644171779141,0.6023672684057123,18.579535153581972,13,0.043333333333333335,80,18.555694156892486,0.6166666666666667,0.5968508330210608,19,0.1165644171779141,0.6023672684057123,18.579535153581972,13,0.043333333333333335,80,18.555694156892486,0.6166666666666667,0.5968508330210608,19,0.1165644171779141,0.6023672684057123,18.579535153581972,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,48,0,5.599999999999994 +300,0,0.0,168,0,0.0,0,0.0,0.56,0.5389978438615879,0,0.0,0.5411494072169212,0.0,0,0.0,68,15.934961529747106,0.63,0.5996264948062482,16,0.09523809523809523,0.6030540952226918,15.609451852907211,0,0.0,0,0.0,0.56,0.5389978438615879,0,0.0,0.5411494072169212,0.0,6.06286509446603,6.999999999999995,6.190468800577065,1.2533602169523896,4.809504877513641,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,48,1,5.599999999999994 +300,5,2.665888850280762,168,5,0.016666666666666666,18,2.665888850280762,0.5833333333333334,0.5648733993500618,4,0.023809523809523808,0.5663624938119102,2.789142166319527,5,0.016666666666666666,69,16.068886011445656,0.6366666666666667,0.6023853548735353,15,0.08928571428571429,0.6061755301546005,15.672398762743509,5,0.016666666666666666,22,2.6640544368936334,0.6066666666666667,0.577540336800345,2,0.011904761904761904,0.5788189173101076,2.707457120749671,3.751195552347353,5.333333333333334,3.981303634269029,1.0011354068234142,2.7500601455239386,1.2666937450283244,2.3333333333333317,1.2456423498197422,0.42058243472547807,0.8461113103028464,0.25,well_estimated,48,1,5.599999999999994 +300,9,7.790378164590741,168,9,0.03,45,7.790378164590741,0.6133333333333333,0.5942215509343133,9,0.05357142857142857,0.5968665249738483,7.739724044892117,9,0.03,71,16.585450646789187,0.6366666666666667,0.6033422719200461,16,0.09523809523809523,0.6070215268877117,16.211522724359998,9,0.03,46,7.783851035492774,0.6333333333333333,0.5972860332132579,7,0.041666666666666664,0.5991723724532773,7.801183012017742,0.91207209857328,2.333333333333343,1.0155001913863426,0.5336080002736945,0.3784640982995855,0.30644822789446247,2.0000000000000018,0.23058474794289685,0.1465533575026972,0.15989487039176525,0.5,well_estimated,48,1,5.599999999999994 +300,13,11.74571988682037,168,13,0.043333333333333335,58,11.74571988682037,0.6266666666666667,0.6019201109554961,13,0.07738095238095238,0.6039858127700604,11.718633678390619,13,0.043333333333333335,70,16.00289767061933,0.64,0.6040511311768993,16,0.09523809523809523,0.6070078492082073,15.776781077515938,13,0.043333333333333335,58,11.695002166865144,0.6266666666666667,0.6025043966153096,13,0.07738095238095238,0.605220050495448,11.561937091042763,0.21310202214032126,1.3333333333333308,0.30220364381469134,0.21314364901328176,-4.1626872960498496e-05,0.058428565981349934,0.0,0.12342377253876657,0.1028905893514426,-0.04446202337009267,0.75,well_estimated,48,1,5.599999999999994 +300,16,16.573073257064365,168,16,0.05333333333333334,72,16.573073257064365,0.64,0.6042042711183875,17,0.10119047619047619,0.6071805712506756,16.35099381817988,16,0.05333333333333334,72,16.573073257064365,0.64,0.6042042711183875,17,0.10119047619047619,0.6071805712506756,16.35099381817988,16,0.05333333333333334,72,16.573073257064365,0.64,0.6042042711183875,17,0.10119047619047619,0.6071805712506756,16.35099381817988,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,48,1,5.599999999999994 +300,0,0.0,158,0,0.0,0,0.0,0.5266666666666666,0.5181047702912633,0,0.0,0.522144146291566,0.0,0,0.0,91,19.635447558096487,0.5966666666666667,0.6013785721690613,21,0.13291139240506328,0.6044318291154497,19.90164396688828,0,0.0,0,0.0,0.5266666666666666,0.5181047702912633,0,0.0,0.522144146291566,0.0,8.327380187779799,7.000000000000006,8.228768282388366,1.3420691596899266,6.985311028089872,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,48,2,5.599999999999994 +300,9,5.552994615283492,158,9,0.03,32,5.552994615283492,0.58,0.5566367336614623,3,0.0189873417721519,0.5611976766362359,5.489070177804508,9,0.03,94,20.168377153667432,0.6133333333333333,0.6064556161113958,21,0.13291139240506328,0.6085688940209907,20.486789684861602,9,0.03,42,5.5525898029646985,0.6,0.5790910757043964,4,0.02531645569620253,0.5835765864745518,5.5584829806942695,4.981888244993349,3.3333333333333326,4.73712173847548,1.033480474867781,3.9484077701255678,2.2454342042934172,2.0000000000000018,2.237890983831592,0.6467527157035197,1.5986814885898974,0.25,well_estimated,48,2,5.599999999999994 +300,10,11.687943501290723,158,10,0.03333333333333333,65,11.687943501290723,0.61,0.5945760508098433,12,0.0759493670886076,0.598929074094706,11.744753857132242,10,0.03333333333333333,93,19.87925765465852,0.6133333333333333,0.6066002428050173,21,0.13291139240506328,0.6087343418460616,20.202078374183664,9,0.03,67,11.6808526285064,0.6166666666666667,0.5991263516039529,11,0.06962025316455696,0.6035279044482661,11.754884250844945,1.2024191995174016,0.33333333333332993,0.9805267751355595,0.46475695188582195,0.7376622476315797,0.4550300794109563,0.666666666666671,0.4598830353560124,0.23151505369260034,0.22351502571835596,0.5,well_estimated,48,2,5.599999999999994 +300,13,16.22470563161113,158,13,0.043333333333333335,82,16.22470563161113,0.6133333333333333,0.605473954207622,18,0.11392405063291139,0.6083908734093322,16.49326739865392,13,0.043333333333333335,90,18.860309355396726,0.6133333333333333,0.6068946235933486,20,0.12658227848101267,0.6087549348179415,19.273504903289748,12,0.04,82,16.097494900955375,0.6133333333333333,0.6058752894469189,17,0.10759493670886076,0.6086104985588932,16.38389209191386,0.14206693857266028,0.0,0.036406140860933967,0.11728180911080967,0.024785129461850616,0.04013352392969738,0.0,0.02196251495609758,0.0780256287994608,-0.037892104869763424,0.75,well_estimated,48,2,5.599999999999994 +300,13,18.860309355396726,158,13,0.043333333333333335,90,18.860309355396726,0.6133333333333333,0.6068946235933486,20,0.12658227848101267,0.6087549348179415,19.273504903289748,13,0.043333333333333335,90,18.860309355396726,0.6133333333333333,0.6068946235933486,20,0.12658227848101267,0.6087549348179415,19.273504903289748,13,0.043333333333333335,90,18.860309355396726,0.6133333333333333,0.6068946235933486,20,0.12658227848101267,0.6087549348179415,19.273504903289748,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,48,2,5.599999999999994 +300,0,0.0,154,0,0.0,0,0.0,0.5133333333333333,0.5317955550757005,0,0.0,0.5389548959179984,0.0,0,0.0,81,19.342373823266108,0.61,0.6072383131248582,15,0.09740259740259741,0.6157618651481414,19.14373134717606,0,0.0,0,0.0,0.5133333333333333,0.5317955550757005,0,0.0,0.5389548959179984,0.0,7.544275804915768,9.666666666666668,7.680696923014296,1.3895319959946548,6.154743808921113,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,48,3,5.599999999999994 +300,7,6.252580979608924,154,7,0.023333333333333334,34,6.252580979608924,0.57,0.5775755114958705,5,0.032467532467532464,0.5867017431952287,6.017341815267983,7,0.023333333333333334,89,21.409718558760446,0.6166666666666667,0.6105129797805844,16,0.1038961038961039,0.6194967682184273,21.194273311489553,7,0.023333333333333334,40,6.249859269541407,0.5866666666666667,0.5914825194908268,5,0.032467532467532464,0.6013428499889254,5.911319873772868,3.293746828471389,4.666666666666675,3.279502502319853,0.9955800244395648,2.298166804031824,1.3907007994956255,1.6666666666666718,1.4641106793696679,0.34988043438749294,1.0408203651081327,0.25,well_estimated,48,3,5.599999999999994 +300,6,11.016529022962427,154,6,0.02,56,11.016529022962427,0.6066666666666667,0.5991455886529875,7,0.045454545454545456,0.6092313899840442,10.6518551670731,6,0.02,88,21.213848556784754,0.6133333333333333,0.6101247243788374,16,0.1038961038961039,0.6191180978449475,20.99101777655887,6,0.02,57,11.007944767087626,0.61,0.6021437071619031,7,0.045454545454545456,0.61125222782094,10.792427918068997,1.0979135725849853,0.6666666666666599,0.9886707860903288,0.6141462224474822,0.48376735013750316,0.2998118508915626,0.33333333333332993,0.20208378368957725,0.21337711091295744,0.08643473997860515,0.5,well_estimated,48,3,5.599999999999994 +300,15,18.165433237619837,154,15,0.05,81,18.165433237619837,0.6333333333333333,0.609301558132342,12,0.07792207792207792,0.6192694768262684,17.83021715627629,15,0.05,92,21.85452620898848,0.6266666666666667,0.6119407742608144,16,0.1038961038961039,0.6211205202782315,21.6986372931792,15,0.05,81,18.153203177786324,0.6333333333333333,0.610681485887268,12,0.07792207792207792,0.6212383063671698,17.731550219502495,0.2639216128472399,-0.6666666666666599,0.18510434519630747,0.294394138167757,-0.030472525320517085,0.13799277549260136,0.0,0.19688295409013845,0.1476842104655237,-0.009691434972922353,0.75,well_estimated,48,3,5.599999999999994 +300,20,22.546043774000328,154,20,0.06666666666666667,94,22.546043774000328,0.63,0.6120684077049136,17,0.11038961038961038,0.6212512900293287,22.367351103857633,20,0.06666666666666667,94,22.546043774000328,0.63,0.6120684077049136,17,0.11038961038961038,0.6212512900293287,22.367351103857633,20,0.06666666666666667,94,22.546043774000328,0.63,0.6120684077049136,17,0.11038961038961038,0.6212512900293287,22.367351103857633,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,48,3,5.599999999999994 +300,0,0.0,161,0,0.0,0,0.0,0.5366666666666666,0.5489855859285926,0,0.0,0.5453061169488933,0.0,0,0.0,80,18.521581772456255,0.63,0.6189464433881066,14,0.08695652173913043,0.6136208499631165,18.99895674168973,0,0.0,0,0.0,0.5366666666666666,0.5489855859285926,0,0.0,0.5453061169488933,0.0,6.996085745951397,9.333333333333337,6.831473301422319,1.4063735101071853,5.589712235844212,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,49,0,8.450000000000003 +300,6,3.714834252549852,161,6,0.02,22,3.714834252549852,0.5833333333333334,0.5789082196602617,1,0.006211180124223602,0.5744925974251148,3.7874275785719043,6,0.02,86,20.300361010220726,0.6233333333333333,0.6219251917002022,17,0.10559006211180125,0.618049953276022,20.631643129476533,6,0.02,27,3.700167985512497,0.6,0.5947471474485356,2,0.012422360248447204,0.5904400389168815,3.7919015005639873,4.301697203994048,3.9999999999999925,4.355735585090715,1.3189037754426323,2.9827934285514157,1.5838927788273893,1.6666666666666607,1.5947441491766634,0.23755160933598493,1.3463411694914045,0.25,well_estimated,49,0,8.450000000000003 +300,8,9.092796268104733,161,8,0.02666666666666667,48,9.092796268104733,0.6133333333333333,0.6078923752915728,6,0.037267080745341616,0.6031671063741093,9.270312587606584,8,0.02666666666666667,88,20.928729104347212,0.6233333333333333,0.6226428250886543,17,0.10559006211180125,0.6180003640280486,21.313248624041773,8,0.02666666666666667,51,9.076258618367667,0.6333333333333333,0.6137379558941642,5,0.031055900621118012,0.6091696474372198,9.132407503307894,1.475044979708151,1.0000000000000009,1.483325765393928,0.8884451493852222,0.5865998303229288,0.5845580602591438,2.0000000000000018,0.6002541063110489,0.42204341919697824,0.16251464106216557,0.5,well_estimated,49,0,8.450000000000003 +300,13,13.91879501825258,161,13,0.043333333333333335,68,13.91879501825258,0.6333333333333333,0.6204725256244571,11,0.06832298136645963,0.6157845567974259,14.18049375846035,13,0.043333333333333335,83,19.138538799242436,0.63,0.6236474218254157,15,0.09316770186335403,0.6193494756008875,19.375900337335796,13,0.043333333333333335,67,13.910425541596302,0.6333333333333333,0.6207204184559557,10,0.062111801242236024,0.6169004490951286,14.068631259711053,0.3174896200958566,-0.33333333333332993,0.35649188034615475,0.33202596084345054,-0.014536340747593968,0.02478928314986195,0.0,0.1115892297702703,0.342777905853753,-0.31798862270389106,0.75,well_estimated,49,0,8.450000000000003 +300,18,19.22233492067305,161,18,0.06,83,19.22233492067305,0.6266666666666667,0.62388714035343,16,0.09937888198757763,0.620131273973646,19.390731383971385,18,0.06,83,19.22233492067305,0.6266666666666667,0.62388714035343,16,0.09937888198757763,0.620131273973646,19.390731383971385,18,0.06,83,19.22233492067305,0.6266666666666667,0.62388714035343,16,0.09937888198757763,0.620131273973646,19.390731383971385,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,49,0,8.450000000000003 +300,0,0.0,153,0,0.0,0,0.0,0.51,0.5150734797488837,0,0.0,0.5145682469945189,0.0,0,0.0,92,21.969378365935093,0.5533333333333333,0.5873442687375056,26,0.16993464052287582,0.5830976584385982,22.387504666851566,0,0.0,0,0.0,0.51,0.5150734797488837,0,0.0,0.5145682469945189,0.0,7.227078898862183,4.333333333333334,6.852941144407931,1.6206891497440967,5.606389749118086,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,49,1,8.450000000000003 +300,4,5.0199646949737335,153,4,0.013333333333333334,27,5.0199646949737335,0.5333333333333333,0.5478448900884355,8,0.05228758169934641,0.5460984864713496,5.136871697312924,4,0.013333333333333334,98,23.38825248195187,0.5533333333333333,0.5910298858994256,29,0.1895424836601307,0.5864780261675139,23.811747399256,4,0.013333333333333334,36,5.012530826373822,0.56,0.5643089184359406,6,0.0392156862745098,0.5616488786821673,5.172449739057996,4.318499581099012,2.0000000000000018,4.037953969616426,1.3394232416472593,2.979076339451752,1.6464028347505044,2.6666666666666727,1.5550392210817665,0.4564346251815743,1.1899682095689301,0.25,well_estimated,49,1,8.450000000000003 +300,7,10.230442390262606,153,7,0.023333333333333334,55,10.230442390262606,0.5566666666666666,0.5740654448375102,12,0.0784313725490196,0.5710063219852947,10.559126781664382,7,0.023333333333333334,98,23.28504497597398,0.55,0.5919937755369028,29,0.1895424836601307,0.5878065221335497,23.671254346134592,7,0.023333333333333334,58,10.224540682045573,0.55,0.580845146260317,14,0.0915032679738562,0.5760836945270339,10.660694320516978,1.7928330699392592,-0.6666666666666599,1.6800200148255007,0.9949921891984533,0.7978408807408058,0.6779701422806816,-0.6666666666666599,0.5077372541739233,0.47077688314639216,0.2071932591342895,0.5,well_estimated,49,1,8.450000000000003 +300,17,17.86509187542826,153,17,0.056666666666666664,83,17.86509187542826,0.5366666666666666,0.590369524520608,25,0.16339869281045752,0.5854245381727339,18.41357341595039,17,0.056666666666666664,99,23.199704656174088,0.5433333333333333,0.5944401957775327,31,0.20261437908496732,0.5908379799435713,23.522316008687888,17,0.056666666666666664,82,17.80667632916404,0.5333333333333333,0.5919067866477821,26,0.16993464052287582,0.5869569502383265,18.35292740525024,0.40706712569247294,0.666666666666671,0.5413441770837468,0.3467002903566162,0.06036683533585674,0.15372621271740883,-0.33333333333332993,0.15324120655926254,0.2916348675915542,-0.1379086548741454,0.75,well_estimated,49,1,8.450000000000003 +300,27,24.209966904627734,153,27,0.09,102,24.209966904627734,0.53,0.5953589696320601,34,0.2222222222222222,0.5908562137584327,24.63783339395208,27,0.09,102,24.209966904627734,0.53,0.5953589696320601,34,0.2222222222222222,0.5908562137584327,24.63783339395208,27,0.09,102,24.209966904627734,0.53,0.5953589696320601,34,0.2222222222222222,0.5908562137584327,24.63783339395208,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,well_estimated,49,1,8.450000000000003 +300,0,0.0,151,0,0.0,0,0.0,0.5033333333333333,0.5195990774387172,0,0.0,0.5171126507757159,0.0,0,0.0,86,18.944023816588874,0.5733333333333334,0.6008738360173165,18,0.11920529801324503,0.594004970203038,19.50653861278277,0,0.0,0,0.0,0.5033333333333333,0.5195990774387172,0,0.0,0.5171126507757159,0.0,8.127475857859922,7.000000000000006,7.689231942732211,1.441993916448099,6.685481941411823,0.0,0.0,0.0,0.0,0.0,0.0,well_estimated,49,2,8.450000000000003 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-well_estimated,0.25,50,0.0219333333333,0.0317658811534,4.08223593139,3.95369070105,0.0459930542857,3.97166666667,0.175086794155,1,-0.333463334711,1,True -well_estimated,0.5,50,0.0382,0.066738232659,1.34749711525,1.28189993484,0.0247851070307,1.17,0.122496702718,0.92,-3.16659597737,1,True -well_estimated,0.75,50,0.05635,0.103253395862,0.229264979575,0.200351962465,0.0103543917344,0.258333333333,0.0574520405334,0.74,-4.34065439227,1,True -well_estimated,1,50,0.0742333333333,0.134473867648,0,0,0,0,0,0,-4.59489112412,1,True -small_history,0,50,0,0,8.52793462902,6.83575611963,0.0881430170301,6.715,0.184644200357,1,-6.01130600419,1,True -small_history,0.25,50,0.0231333333333,0.033595957268,4.50157633221,3.33999413466,0.0680039833984,3.29333333333,0.154912747002,1,-10.5143766513,1,True -small_history,0.5,50,0.0411166666667,0.0750156106985,1.47775074038,0.899797545113,0.0607260111686,0.901666666667,0.135916515993,0.82,-13.9198070909,1,True 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cost of work added to queues beyond their incumbent loads. - ``costs[i, k]`` is the cost of assigning case ``i`` to queue ``k``. For calibrated - class probabilities, ``1 - probability`` is expected 0-1 loss. ``incumbent_loads`` - gives the number of cases assigned to each queue by the incumbent. ``move_budget`` - bounds half the L1 distance from that vector. + ``queue_costs[k]`` converts one case in queue ``k`` into the budget's currency: + one for cases, average handle hours for hours, average cost per case for money. + Work removed from one queue earns no credit against work added to another, + because staff are not interchangeable across queues. With unit costs this equals + :func:`queue_shift`. """ - cost = np.asarray(costs, dtype=float) - incumbent = np.asarray(incumbent_loads) - if cost.ndim != 2 or cost.shape[0] == 0 or cost.shape[1] < 2: - raise ValueError( - "costs must have shape (n_cases, n_queues) with at least two queues" - ) - if not np.all(np.isfinite(cost)): - raise ValueError("costs must be finite") - if incumbent.ndim != 1 or incumbent.shape[0] != cost.shape[1]: - raise ValueError("incumbent_loads must contain one value per queue") - if not np.issubdtype(incumbent.dtype, np.integer): - raise ValueError("incumbent_loads must be integers") - if np.any(incumbent < 0): - raise ValueError("incumbent_loads must be nonnegative") + queue_shift(queue_loads, incumbent_loads) + unit_costs = np.asarray(queue_costs, dtype=float) + if unit_costs.shape != np.shape(queue_loads): + raise ValueError("queue_costs must contain one cost per queue") + added = np.maximum(np.asarray(queue_loads) - np.asarray(incumbent_loads), 0) + return float(unit_costs @ added) - n_cases, n_queues = cost.shape - if int(incumbent.sum()) != n_cases: - raise ValueError("incumbent_loads must sum to the number of cases") - if not isinstance(move_budget, (int, np.integer)): - raise ValueError("move_budget must be an integer") - if move_budget < 0 or move_budget > n_cases: - raise ValueError("move_budget must lie between zero and the number of cases") +def case_flip_weights( + probability: np.ndarray, + incumbent_labels: np.ndarray, + kind: Literal["expected_negative", "churn"], +) -> np.ndarray: + """Return the per-case cost of moving a case away from its incumbent queue. + + ``"churn"`` counts every changed label. ``"expected_negative"`` weights a change + by ``probability[i, a_i]``: if case ``i`` leaves incumbent queue ``a_i``, it is a + negative flip exactly when its true class is ``a_i``. + """ + labels = np.asarray(incumbent_labels) + if kind == "churn": + return np.ones(len(labels)) + if kind == "expected_negative": + prob = np.asarray(probability, dtype=float) + if prob.ndim != 2 or prob.shape[0] != len(labels): + raise ValueError("probability must have one row per incumbent label") + return prob[np.arange(len(labels)), labels] + raise ValueError("kind must be 'expected_negative' or 'churn'") + + +def flip_tolerance(weights: np.ndarray) -> float: + """Return the numerical slack allowed on a weighted flip budget.""" + return 2e-6 * (1.0 + float(np.asarray(weights, dtype=float).sum())) + + +def flip_load( + labels: np.ndarray, incumbent_labels: np.ndarray, weights: np.ndarray +) -> float: + """Return total weight of cases whose label differs from the incumbent.""" + changed = np.asarray(labels) != np.asarray(incumbent_labels) + return float(np.asarray(weights, dtype=float)[changed].sum()) + + +def _flow_problem( + n_cases: int, incumbent_loads: np.ndarray, move_budget: int +) -> tuple[csr_array, np.ndarray, np.ndarray, slice, slice]: + """Build incidence, supplies, capacities, and assignment and overflow arcs.""" + n_queues = len(incumbent_loads) source = 0 item_start = 1 queue_start = item_start + n_cases @@ -84,74 +115,219 @@ class probabilities, ``1 - probability`` is expected 0-1 loss. ``incumbent_load sink = overflow + 1 n_nodes = sink + 1 - tails: list[int] = [] - heads: list[int] = [] - capacities: list[float] = [] - edge_costs: list[float] = [] - - def add_edge(tail: int, head: int, capacity: int, edge_cost: float) -> None: - tails.append(tail) - heads.append(head) - capacities.append(float(capacity)) - edge_costs.append(float(edge_cost)) - - for i in range(n_cases): - add_edge(source, item_start + i, 1, 0.0) - - assignment_start = len(tails) - for i in range(n_cases): - for k in range(n_queues): - add_edge(item_start + i, queue_start + k, 1, cost[i, k]) - assignment_stop = len(tails) - - for k, baseline_capacity in enumerate(incumbent): - add_edge(queue_start + k, sink, int(baseline_capacity), 0.0) - add_edge(queue_start + k, overflow, n_cases - int(baseline_capacity), 0.0) - add_edge(overflow, sink, move_budget, 0.0) - + item = np.arange(n_cases) + queue = np.arange(n_queues) + tails = np.concatenate( + [ + np.full(n_cases, source), + np.repeat(item_start + item, n_queues), + queue_start + queue, + queue_start + queue, + [overflow], + ] + ) + heads = np.concatenate( + [ + item_start + item, + np.tile(queue_start + queue, n_cases), + np.full(n_queues, sink), + np.full(n_queues, overflow), + [sink], + ] + ) + capacities = np.concatenate( + [ + np.ones(n_cases), + np.ones(n_cases * n_queues), + incumbent_loads, + n_cases - incumbent_loads, + [move_budget], + ] + ).astype(float) columns = np.arange(len(tails)) - incidence = coo_matrix( + incidence = coo_array( ( np.concatenate([np.ones(len(tails)), -np.ones(len(tails))]), - ( - np.concatenate([np.asarray(tails), np.asarray(heads)]), - np.concatenate([columns, columns]), - ), + (np.concatenate([tails, heads]), np.concatenate([columns, columns])), ), shape=(n_nodes, len(tails)), ).tocsr() supply = np.zeros(n_nodes) supply[source] = n_cases supply[sink] = -n_cases + # One conservation row is redundant; dropping the sink keeps the system full rank. + assignment = slice(n_cases, n_cases + n_cases * n_queues) + overflow_arcs = slice( + n_cases + n_cases * n_queues + n_queues, + n_cases + n_cases * n_queues + 2 * n_queues, + ) + return csr_array(incidence[:-1]), supply[:-1], capacities, assignment, overflow_arcs + + +def solve_assignment( + costs: np.ndarray, + incumbent_labels: np.ndarray, + move_budget: float, + flip_weights: np.ndarray | None = None, + flip_budget: float | None = None, + flip_penalty: float = 0.0, + queue_costs: np.ndarray | None = None, +) -> AssignmentResult: + """Minimize total prediction cost subject to queue-movement and churn limits. + + ``costs[i, k]`` is the cost of assigning case ``i`` to queue ``k``. For calibrated + class probabilities, ``1 - probability`` is expected 0-1 loss. + ``incumbent_labels[i]`` is the queue the incumbent sends case ``i`` to, and + ``move_budget`` bounds the work added to queues beyond their incumbent loads + (:func:`workload_shift`). Without ``queue_costs`` work is counted in cases, the + budget must be an integer, and the bound equals half the L1 distance between + load vectors. ``queue_costs[k]`` prices one case in queue ``k``, for example in + handle hours or money; unequal prices make the budget a side constraint solved + as an exact MILP. + + ``flip_weights[i]`` is the cost of moving case ``i`` off its incumbent queue + (see :func:`case_flip_weights`; default one per case). Either cap total weight at + ``flip_budget`` (exact MILP) or subtract ``flip_penalty`` per unit of weight from + the objective (pure minimum-cost flow). ``objective`` reports prediction cost + only, never the penalty. In flow mode, ``queue_prices`` holds dual prices + ``u`` such that every case's label minimizes ``cost[i, k] + penalty + u[k]``; + the MILP mode has no such certificate and returns ``None``. + """ + cost = np.asarray(costs, dtype=float) + incumbent = np.asarray(incumbent_labels) + if cost.ndim != 2 or cost.shape[0] == 0 or cost.shape[1] < 2: + raise ValueError( + "costs must have shape (n_cases, n_queues) with at least two queues" + ) + if not np.all(np.isfinite(cost)): + raise ValueError("costs must be finite") + n_cases, n_queues = cost.shape + if incumbent.shape != (n_cases,): + raise ValueError("incumbent_labels must contain one label per case") + if not np.issubdtype(incumbent.dtype, np.integer): + raise ValueError("incumbent_labels must be integers") + if np.any(incumbent < 0) or np.any(incumbent >= n_queues): + raise ValueError("incumbent_labels must index the cost columns") + if queue_costs is None: + unit_costs = np.ones(n_queues) + if not isinstance(move_budget, (int, np.integer)): + raise ValueError("move_budget must be an integer when counting cases") + if move_budget > n_cases: + raise ValueError("move_budget must not exceed the number of cases") + else: + unit_costs = np.asarray(queue_costs, dtype=float) + if unit_costs.shape != (n_queues,): + raise ValueError("queue_costs must contain one cost per queue") + if not np.all(np.isfinite(unit_costs)) or np.any(unit_costs < 0): + raise ValueError("queue_costs must be finite and nonnegative") + if not np.isfinite(move_budget) or move_budget < 0: + raise ValueError("move_budget must be finite and nonnegative") + weighted_budget = bool(np.ptp(unit_costs) > 0) + weights = np.ones(n_cases) if flip_weights is None else np.asarray(flip_weights) + weights = weights.astype(float) + if weights.shape != (n_cases,): + raise ValueError("flip_weights must contain one weight per case") + if not np.all(np.isfinite(weights)) or np.any(weights < 0): + raise ValueError("flip_weights must be finite and nonnegative") + if not np.isfinite(flip_penalty) or flip_penalty < 0: + raise ValueError("flip_penalty must be finite and nonnegative") + if flip_budget is not None: + if flip_penalty > 0: + raise ValueError("flip_budget and flip_penalty must not both be set") + if not np.isfinite(flip_budget) or flip_budget < 0: + raise ValueError("flip_budget must be finite and nonnegative") - result = linprog( - np.asarray(edge_costs), - A_eq=incidence[:-1], - b_eq=supply[:-1], - bounds=np.column_stack([np.zeros(len(tails)), np.asarray(capacities)]), - method="highs", + incumbent_loads = np.bincount(incumbent, minlength=n_queues) + # A common cost per case turns the budget into a case count on the overflow + # edge. Unequal costs cannot be one capacity, so the edge is left open and a + # weighted row bounds the added work instead. + if weighted_budget or unit_costs[0] == 0: + overflow_capacity = n_cases + else: + overflow_capacity = min(int(move_budget / unit_costs[0] + 1e-9), n_cases) + incidence, supply, capacities, assignment, overflow_arcs = _flow_problem( + n_cases, incumbent_loads, overflow_capacity ) + moved_off = np.ones((n_cases, n_queues)) + moved_off[np.arange(n_cases), incumbent] = 0 + flip_coefficients = (weights[:, None] * moved_off).ravel() + + n_arcs = len(capacities) + edge_costs = np.zeros(n_arcs) + edge_costs[assignment] = cost.ravel() + flip_penalty * flip_coefficients + + side_rows = [] + if flip_budget is not None: + flip_row = np.zeros((1, n_arcs)) + flip_row[0, assignment] = flip_coefficients + side_rows.append((flip_row, -np.inf, float(flip_budget))) + if weighted_budget: + work_row = np.zeros((1, n_arcs)) + work_row[0, overflow_arcs] = unit_costs + side_rows.append((work_row, -np.inf, float(move_budget))) + + if not side_rows: + result = linprog( + edge_costs, + A_eq=incidence, + b_eq=supply, + bounds=np.column_stack([np.zeros_like(capacities), capacities]), + method="highs", + ) + else: + integrality = np.zeros(n_arcs) + integrality[assignment] = 1 + result = milp( + edge_costs, + integrality=integrality, + # SciPy documents array bounds but annotates Bounds.ub as a float. + bounds=Bounds(0, capacities), # pyright: ignore[reportArgumentType] + constraints=[(incidence, supply, supply), *side_rows], + # The default relative gap of 1e-4 would forfeit the exactness the + # matched-budget guarantee depends on. + options={"mip_rel_gap": 0.0}, + ) if not result.success: raise RuntimeError(f"queue-shift optimization failed: {result.message}") + queue_prices = None + if not side_rows: + # Queue-node potentials: the solution assigns each case to a queue that + # minimizes its arc cost plus that queue's potential. + queue_start = 1 + n_cases + queue_prices = np.asarray(result.eqlin.marginals)[ + queue_start : queue_start + n_queues + ] - assignment = result.x[assignment_start:assignment_stop].reshape(n_cases, n_queues) - rounded = np.rint(assignment) - if not np.allclose(assignment, rounded, atol=1e-7): - raise RuntimeError( - "minimum-cost flow solver returned a non-integral assignment" - ) + chosen = np.asarray(result.x)[assignment].reshape(n_cases, n_queues) + rounded = np.rint(chosen) + # HiGHS accepts MILP integer values within 1e-6 of an integer; the flow LP is + # integral at a vertex. Rounding then shifts the flip load by at most + # 2e-6 per unit of weight, which bounds the flip-budget check below. + if not np.allclose(chosen, rounded, atol=1e-6): + raise RuntimeError("solver returned a non-integral assignment") if not np.all(rounded.sum(axis=1) == 1): - raise RuntimeError("minimum-cost flow solver returned an invalid assignment") + raise RuntimeError("solver returned an invalid assignment") labels = rounded.argmax(axis=1) loads = np.bincount(labels, minlength=n_queues) - moved = queue_shift(loads, incumbent.astype(int)) - if moved > move_budget: - raise RuntimeError("minimum-cost flow solver violated the queue-shift budget") + moved = queue_shift(loads, incumbent_loads) + added_work = workload_shift(loads, incumbent_loads, unit_costs) + # Near-integral MILP values can misstate loads by up to 1e-6 per case. + if added_work > move_budget + 2e-6 * (1.0 + n_cases * float(unit_costs.max())): + raise RuntimeError("solver violated the movement budget") + weighted_flips = flip_load(labels, incumbent, weights) + if flip_budget is not None and weighted_flips > flip_budget + flip_tolerance( + weights + ): + raise RuntimeError("solver violated the flip budget") return AssignmentResult( labels=labels, queue_loads=loads, moved_load=moved, + workload_shift=added_work, + churn=int((labels != incumbent).sum()), + flip_load=weighted_flips, objective=float(cost[np.arange(n_cases), labels].sum()), + queue_prices=queue_prices, ) diff --git a/src/queue_shift/evaluation.py b/src/queue_shift/evaluation.py index c3093b9..03ff02f 100644 --- a/src/queue_shift/evaluation.py +++ b/src/queue_shift/evaluation.py @@ -4,7 +4,13 @@ import numpy as np -from queue_shift.assignment import queue_shift, solve_assignment +from queue_shift.assignment import ( + case_flip_weights, + flip_load, + queue_shift, + solve_assignment, + workload_shift, +) def probability_matrix(probability: np.ndarray) -> np.ndarray: @@ -63,18 +69,77 @@ def select_nfr_alpha( return min(feasible, key=lambda alpha: (-accuracies[alpha], alpha)) +def assignment_metrics( + assigned: np.ndarray, + incumbent: np.ndarray, + labels: np.ndarray, + value_probability: np.ndarray, + true_probability: np.ndarray | None = None, + queue_costs: np.ndarray | None = None, +) -> dict[str, float | int]: + """Return movement, churn, flip, and accuracy measures for one assignment. + + ``expected_flips`` uses ``value_probability``, the signal available when the + assignment is chosen; ``true_expected_flips`` uses the true probabilities. + """ + n_cases, n_queues = value_probability.shape + rows = np.arange(n_cases) + moved = queue_shift( + np.bincount(assigned, minlength=n_queues), + np.bincount(incumbent, minlength=n_queues), + ) + nfr_count, _, nfr = negative_flip_rate(incumbent, assigned, labels) + metrics: dict[str, float | int] = { + "moved_load": moved, + "move_share": moved / n_cases, + "churn": int((assigned != incumbent).sum()), + "expected_flips": flip_load( + assigned, + incumbent, + case_flip_weights(value_probability, incumbent, "expected_negative"), + ), + "accuracy": float((assigned == labels).mean()), + "common_value": float(value_probability[rows, assigned].mean()), + "nfr_count": nfr_count, + "nfr": nfr, + } + if queue_costs is not None: + metrics["workload_shift"] = workload_shift( + np.bincount(assigned, minlength=n_queues), + np.bincount(incumbent, minlength=n_queues), + queue_costs, + ) + if true_probability is not None: + metrics["true_value"] = float(true_probability[rows, assigned].mean()) + metrics["true_expected_flips"] = flip_load( + assigned, + incumbent, + case_flip_weights(true_probability, incumbent, "expected_negative"), + ) + return metrics + + def evaluate_matched_budget( incumbent_prediction: np.ndarray, baseline_probability: np.ndarray, value_probability: np.ndarray, labels: np.ndarray, true_probability: np.ndarray | None = None, + include_joint: bool = True, + extra_assignments: dict[str, np.ndarray] | None = None, + queue_costs: np.ndarray | None = None, ) -> dict[str, float | int]: - """Compare a baseline assignment with the operational optimum at its queue shift. - - ``value_probability`` is the common value signal, normally the unconstrained - improved model. The exact assignment uses no labels. Labels enter only after - both assignments have been fixed and measure realized performance. + """Compare a baseline assignment with exact assignments at its constraints. + + ``operational`` matches the baseline's queue shift only. ``joint`` also matches + its expected negative flips under ``value_probability``; it needs a MILP, so + ``include_joint=False`` skips it for large batches. ``value_probability`` is + the common value signal, normally the unconstrained improved model. The exact + assignments use no labels. Labels enter only after every assignment is fixed and + measure realized performance. ``extra_assignments`` are summarized with the same + measures but carry no dominance guarantee. ``queue_costs`` prices one case in + each queue (for example handle hours); the matched movement budget is then the + baseline's :func:`~queue_shift.assignment.workload_shift` in that currency. """ incumbent = np.asarray(incumbent_prediction, dtype=int) baseline_prob = probability_matrix(baseline_probability) @@ -93,76 +158,86 @@ def evaluate_matched_budget( if np.any(y < 0) or np.any(y >= n_queues): raise ValueError("labels contain an unknown class") + rows = np.arange(n_cases) baseline = baseline_prob.argmax(axis=1) - incumbent_loads = np.bincount(incumbent, minlength=n_queues) baseline_loads = np.bincount(baseline, minlength=n_queues) - budget = queue_shift(baseline_loads, incumbent_loads) - operational = solve_assignment(1 - value_prob, incumbent_loads, budget) - - baseline_accuracy = float((baseline == y).mean()) - operational_accuracy = float((operational.labels == y).mean()) - baseline_value = float(value_prob[np.arange(n_cases), baseline].mean()) - operational_value = float(value_prob[np.arange(n_cases), operational.labels].mean()) - baseline_nfr_count, incumbent_correct, baseline_nfr = negative_flip_rate( - incumbent, baseline, y - ) - operational_nfr_count, _, operational_nfr = negative_flip_rate( - incumbent, operational.labels, y - ) - - predicted_gain = 100 * (operational_value - baseline_value) - if predicted_gain < -1e-7: - raise RuntimeError( - "operational assignment is worse under the common value signal" - ) - - output = { + incumbent_loads = np.bincount(incumbent, minlength=n_queues) + budget: float = queue_shift(baseline_loads, incumbent_loads) + if queue_costs is not None: + budget = workload_shift(baseline_loads, incumbent_loads, queue_costs) + weights = case_flip_weights(value_prob, incumbent, "expected_negative") + flip_budget = flip_load(baseline, incumbent, weights) + assignments = { + "baseline": baseline, + "operational": solve_assignment( + 1 - value_prob, incumbent, budget, queue_costs=queue_costs + ).labels, + } + if include_joint: + assignments["joint"] = solve_assignment( + 1 - value_prob, + incumbent, + budget, + flip_weights=weights, + flip_budget=flip_budget, + queue_costs=queue_costs, + ).labels + for name, assigned in (extra_assignments or {}).items(): + if name in assignments: + raise ValueError(f"extra assignment name {name!r} is reserved") + if np.shape(assigned) != (n_cases,): + raise ValueError("extra assignments must contain one label per case") + assignments[name] = np.asarray(assigned, dtype=int) + + truth = None if true_probability is None else probability_matrix(true_probability) + if truth is not None and truth.shape != value_prob.shape: + raise ValueError("true and value probabilities must have the same shape") + _, incumbent_correct, _ = negative_flip_rate(incumbent, incumbent, y) + output: dict[str, float | int] = { "n_cases": n_cases, "move_budget": budget, - "baseline_moved_load": budget, - "operational_moved_load": operational.moved_load, - "baseline_move_share": budget / n_cases, - "operational_move_share": operational.moved_load / n_cases, - "baseline_churn": int((baseline != incumbent).sum()), - "operational_churn": int((operational.labels != incumbent).sum()), - "baseline_accuracy": baseline_accuracy, - "operational_accuracy": operational_accuracy, - "realized_gain_pp": 100 * (operational_accuracy - baseline_accuracy), - "baseline_common_value": baseline_value, - "operational_common_value": operational_value, - "predicted_gain_pp": max(0.0, predicted_gain), + "flip_budget": flip_budget, "incumbent_correct": incumbent_correct, - "baseline_nfr_count": baseline_nfr_count, - "operational_nfr_count": operational_nfr_count, - "baseline_nfr": baseline_nfr, - "operational_nfr": operational_nfr, } - if true_probability is not None: - truth = probability_matrix(true_probability) - if truth.shape != value_prob.shape: - raise ValueError("true and value probabilities must have the same shape") - baseline_true_value = float(truth[np.arange(n_cases), baseline].mean()) - operational_true_value = float( - truth[np.arange(n_cases), operational.labels].mean() + for name, assigned in assignments.items(): + metrics = assignment_metrics( + assigned, incumbent, y, value_prob, truth, queue_costs + ) + output.update({f"{name}_{key}": value for key, value in metrics.items()}) + + for name in ("operational", "joint")[: 2 if include_joint else 1]: + assigned = assignments[name] + predicted_gain = 100 * ( + output[f"{name}_common_value"] - output["baseline_common_value"] + ) + if predicted_gain < -1e-7: + raise RuntimeError(f"{name} assignment is worse under the common score") + prefix = "" if name == "operational" else "joint_" + output[f"{prefix}predicted_gain_pp"] = max(0.0, predicted_gain) + output[f"{prefix}realized_gain_pp"] = 100 * ( + output[f"{name}_accuracy"] - output["baseline_accuracy"] ) + if truth is None: + continue + # Cases with equal labels contribute identical errors to both assignments, + # so only the cases where the two assignments differ enter the bound. + differ = assigned != baseline error = truth - value_prob error_penalty = float( - ( - np.abs(error[np.arange(n_cases), operational.labels]) - + np.abs(error[np.arange(n_cases), baseline]) - ).mean() + (np.abs(error[rows, assigned]) + np.abs(error[rows, baseline]))[ + differ + ].sum() + / n_cases ) - true_gain = 100 * (operational_true_value - baseline_true_value) + true_gain = 100 * (output[f"{name}_true_value"] - output["baseline_true_value"]) robust_lower_bound = predicted_gain - 100 * error_penalty if true_gain < robust_lower_bound - 1e-8: raise RuntimeError("probability-error robustness bound was violated") output.update( { - "baseline_true_value": baseline_true_value, - "operational_true_value": operational_true_value, - "conditional_gain_pp": true_gain, - "score_error_penalty_pp": 100 * error_penalty, - "robust_lower_bound_pp": robust_lower_bound, + f"{prefix}conditional_gain_pp": true_gain, + f"{prefix}score_error_penalty_pp": 100 * error_penalty, + f"{prefix}robust_lower_bound_pp": robust_lower_bound, } ) return output diff --git a/src/queue_shift/simulation.py b/src/queue_shift/simulation.py index 0344504..054b07a 100644 --- a/src/queue_shift/simulation.py +++ b/src/queue_shift/simulation.py @@ -51,8 +51,8 @@ def draw_stable_batch( rng: np.random.Generator, n_cases: int, priors: np.ndarray, - incumbent_signal: float, - innovation_signal: float, + incumbent_signal: float | np.ndarray, + innovation_signal: float | np.ndarray, ) -> StableBatch: """Draw one batch from a fixed Gaussian classification problem. @@ -78,17 +78,29 @@ def draw_stable_feature_batch( rng: np.random.Generator, n_cases: int, priors: np.ndarray, - incumbent_signal: float, - innovation_signal: float, + incumbent_signal: float | np.ndarray, + innovation_signal: float | np.ndarray, ) -> StableFeatureBatch: - """Draw features and true posteriors from the unchanged Gaussian problem.""" + """Draw features and true posteriors from the unchanged Gaussian problem. + + Feature ``j`` of each block is shifted by that block's signal for class ``j`` + when the case belongs to class ``j``. A scalar signal applies to every class; a + vector gives class-specific separability, so a block can leave some classes + confused while separating others. + """ class_priors = validate_priors(priors) if not isinstance(n_cases, (int, np.integer)) or n_cases <= 0: raise ValueError("n_cases must be a positive integer") - if incumbent_signal < 0 or innovation_signal < 0: + n_queues = len(class_priors) + incumbent_signal = np.broadcast_to( + np.asarray(incumbent_signal, dtype=float), (n_queues,) + ) + innovation_signal = np.broadcast_to( + np.asarray(innovation_signal, dtype=float), (n_queues,) + ) + if np.any(incumbent_signal < 0) or np.any(innovation_signal < 0): raise ValueError("signal strengths must be nonnegative") - n_queues = len(class_priors) labels = rng.choice(n_queues, size=n_cases, p=class_priors) class_indicator = np.eye(n_queues)[labels] incumbent_features = rng.normal(size=(n_cases, n_queues)) @@ -149,8 +161,9 @@ def evaluate_interpolation_path( batch: StableBatch, alphas: np.ndarray, true_probability: np.ndarray | None = None, + include_joint: bool = True, ) -> list[dict[str, float | int]]: - """Match each NFR interpolation point to an equal-movement exact solution.""" + """Match each NFR interpolation point to equal-constraint exact solutions.""" alpha_grid = np.asarray(alphas, dtype=float) if alpha_grid.ndim != 1 or len(alpha_grid) == 0: raise ValueError("alphas must be a nonempty vector") @@ -169,6 +182,7 @@ def evaluate_interpolation_path( batch.candidate_probability, batch.labels, true_probability=true_probability, + include_joint=include_joint, ) row["alpha"] = float(alpha) rows.append(row) diff --git a/tests/test_assignment.py b/tests/test_assignment.py index 820180c..75dbee2 100644 --- a/tests/test_assignment.py +++ b/tests/test_assignment.py @@ -5,14 +5,26 @@ import numpy as np import pytest -from queue_shift.assignment import queue_shift, solve_assignment +from queue_shift.assignment import ( + case_flip_weights, + flip_load, + queue_shift, + solve_assignment, + workload_shift, +) def brute_force( - costs: np.ndarray, incumbent: np.ndarray, budget: int + costs: np.ndarray, + incumbent_labels: np.ndarray, + budget: int, + weights: np.ndarray | None = None, + flip_budget: float = np.inf, ) -> tuple[float, set]: """Enumerate every labeling for small instances, retaining all optimal labelings.""" n_cases, n_queues = costs.shape + incumbent = np.bincount(incumbent_labels, minlength=n_queues) + case_weights = np.ones(n_cases) if weights is None else weights best = np.inf optimizers = set() for labels_tuple in itertools.product(range(n_queues), repeat=n_cases): @@ -20,6 +32,8 @@ def brute_force( loads = np.bincount(labels, minlength=n_queues) if queue_shift(loads, incumbent) > budget: continue + if flip_load(labels, incumbent_labels, case_weights) > flip_budget + 1e-12: + continue value = float(costs[np.arange(n_cases), labels].sum()) if value < best - 1e-10: best = value @@ -35,11 +49,10 @@ def test_matches_exhaustive_search_across_random_instances_and_budgets() -> None n_cases = int(rng.integers(3, 7)) n_queues = int(rng.integers(2, 4)) incumbent_labels = rng.integers(0, n_queues, size=n_cases) - incumbent = np.bincount(incumbent_labels, minlength=n_queues) costs = rng.normal(size=(n_cases, n_queues)) for budget in range(n_cases + 1): - expected, optimizers = brute_force(costs, incumbent, budget) - result = solve_assignment(costs, incumbent, budget) + expected, optimizers = brute_force(costs, incumbent_labels, budget) + result = solve_assignment(costs, incumbent_labels, budget) assert result.objective == pytest.approx(expected, abs=1e-8) assert tuple(result.labels) in optimizers assert result.moved_load <= budget @@ -56,7 +69,7 @@ def test_zero_budget_preserves_loads_but_not_individual_predictions() -> None: [0.20, 0.80], ] ) - result = solve_assignment(1 - probabilities, incumbent, move_budget=0) + result = solve_assignment(1 - probabilities, incumbent_labels, move_budget=0) assert np.array_equal(result.queue_loads, incumbent) assert result.moved_load == 0 assert not np.array_equal(result.labels, incumbent_labels) @@ -68,16 +81,18 @@ def test_zero_budget_preserves_loads_but_not_individual_predictions() -> None: def test_unconstrained_solution_is_casewise_best() -> None: rng = np.random.default_rng(88) costs = rng.normal(size=(20, 4)) - incumbent = np.array([4, 5, 6, 5]) - result = solve_assignment(costs, incumbent, move_budget=20) + incumbent_labels = np.repeat(np.arange(4), [4, 5, 6, 5]) + result = solve_assignment(costs, incumbent_labels, move_budget=20) assert np.array_equal(result.labels, costs.argmin(axis=1)) def test_accuracy_cost_frontier_is_monotone() -> None: rng = np.random.default_rng(777) costs = rng.uniform(size=(16, 4)) - incumbent = np.array([4, 4, 4, 4]) - frontier = [solve_assignment(costs, incumbent, budget) for budget in range(17)] + incumbent_labels = np.repeat(np.arange(4), 4) + frontier = [ + solve_assignment(costs, incumbent_labels, budget) for budget in range(17) + ] objectives = np.array([point.objective for point in frontier]) assert np.all(np.diff(objectives) <= 1e-9) assert all(point.moved_load <= budget for budget, point in enumerate(frontier)) @@ -94,11 +109,10 @@ def test_plugin_regret_bound_holds_against_true_probabilities() -> None: 1, ) incumbent_labels = rng.integers(0, n_queues, size=n_cases) - incumbent = np.bincount(incumbent_labels, minlength=n_queues) budget = int(rng.integers(0, n_cases + 1)) - oracle = solve_assignment(1 - true_probabilities, incumbent, budget) - plugin = solve_assignment(1 - estimated_probabilities, incumbent, budget) + oracle = solve_assignment(1 - true_probabilities, incumbent_labels, budget) + plugin = solve_assignment(1 - estimated_probabilities, incumbent_labels, budget) oracle_value = true_probabilities[np.arange(n_cases), oracle.labels].sum() plugin_value = true_probabilities[np.arange(n_cases), plugin.labels].sum() estimation_error = ( @@ -108,18 +122,180 @@ def test_plugin_regret_bound_holds_against_true_probabilities() -> None: assert oracle_value - plugin_value <= 2 * estimation_error + 1e-8 +def test_flip_budget_matches_exhaustive_search_for_both_weight_kinds() -> None: + rng = np.random.default_rng(4242) + for _ in range(25): + n_cases = int(rng.integers(3, 7)) + n_queues = int(rng.integers(2, 4)) + incumbent_labels = rng.integers(0, n_queues, size=n_cases) + probability = rng.dirichlet(np.ones(n_queues), size=n_cases) + for kind in ("churn", "expected_negative"): + weights = case_flip_weights(probability, incumbent_labels, kind) + for budget in range(n_cases + 1): + for flip_budget in np.linspace(0, weights.sum(), 5): + expected, optimizers = brute_force( + 1 - probability, + incumbent_labels, + budget, + weights, + float(flip_budget), + ) + result = solve_assignment( + 1 - probability, + incumbent_labels, + budget, + flip_weights=weights, + flip_budget=float(flip_budget), + ) + assert result.objective == pytest.approx(expected, abs=1e-8) + assert tuple(result.labels) in optimizers + assert result.flip_load <= flip_budget + 1e-6 + + +def test_penalty_solutions_lie_on_the_hard_budget_frontier() -> None: + rng = np.random.default_rng(515) + for _ in range(20): + n_cases, n_queues = 40, 4 + probability = rng.dirichlet(np.ones(n_queues), size=n_cases) + incumbent_labels = rng.integers(0, n_queues, size=n_cases) + weights = case_flip_weights(probability, incumbent_labels, "expected_negative") + budget = int(rng.integers(0, n_cases // 2)) + for penalty in (0.1, 0.5, 2.0): + penalized = solve_assignment( + 1 - probability, + incumbent_labels, + budget, + flip_weights=weights, + flip_penalty=penalty, + ) + hard = solve_assignment( + 1 - probability, + incumbent_labels, + budget, + flip_weights=weights, + flip_budget=penalized.flip_load, + ) + assert hard.objective == pytest.approx(penalized.objective, abs=1e-7) + + +def test_zero_penalty_and_slack_flip_budget_reduce_to_shift_only() -> None: + rng = np.random.default_rng(616) + probability = rng.dirichlet(np.ones(3), size=30) + incumbent_labels = rng.integers(0, 3, size=30) + shift_only = solve_assignment(1 - probability, incumbent_labels, 3) + zero_penalty = solve_assignment( + 1 - probability, incumbent_labels, 3, flip_penalty=0.0 + ) + slack = solve_assignment(1 - probability, incumbent_labels, 3, flip_budget=30.0) + assert zero_penalty.objective == pytest.approx(shift_only.objective, abs=1e-9) + assert slack.objective == pytest.approx(shift_only.objective, abs=1e-9) + + +def test_zero_flip_budget_returns_incumbent() -> None: + rng = np.random.default_rng(717) + probability = rng.dirichlet(np.ones(3), size=12) + incumbent_labels = rng.integers(0, 3, size=12) + result = solve_assignment(1 - probability, incumbent_labels, 12, flip_budget=0.0) + assert np.array_equal(result.labels, incumbent_labels) + assert result.churn == 0 + + +def test_expected_negative_weights_are_incumbent_class_probabilities() -> None: + probability = np.array([[0.7, 0.3], [0.2, 0.8]]) + weights = case_flip_weights(probability, np.array([1, 1]), "expected_negative") + assert np.allclose(weights, [0.3, 0.8]) + + +def test_queue_cost_budget_matches_exhaustive_search() -> None: + rng = np.random.default_rng(828) + for _ in range(25): + n_cases = int(rng.integers(3, 7)) + n_queues = int(rng.integers(2, 4)) + incumbent_labels = rng.integers(0, n_queues, size=n_cases) + incumbent = np.bincount(incumbent_labels, minlength=n_queues) + probability = rng.dirichlet(np.ones(n_queues), size=n_cases) + queue_costs = rng.uniform(0.2, 3.0, size=n_queues) + for budget in np.linspace(0, 3.0 * n_cases, 7): + best = np.inf + for labels in itertools.product(range(n_queues), repeat=n_cases): + loads = np.bincount(np.asarray(labels), minlength=n_queues) + if workload_shift(loads, incumbent, queue_costs) > budget + 1e-12: + continue + best = min( + best, float((1 - probability)[np.arange(n_cases), labels].sum()) + ) + result = solve_assignment( + 1 - probability, + incumbent_labels, + float(budget), + queue_costs=queue_costs, + ) + assert result.objective == pytest.approx(best, abs=1e-8) + assert result.workload_shift <= budget + 1e-6 + + +def test_unit_queue_costs_reproduce_case_counting() -> None: + rng = np.random.default_rng(929) + probability = rng.dirichlet(np.ones(4), size=40) + incumbent_labels = rng.integers(0, 4, size=40) + for budget in (0, 3, 10): + counted = solve_assignment(1 - probability, incumbent_labels, budget) + priced = solve_assignment( + 1 - probability, + incumbent_labels, + float(budget), + queue_costs=np.ones(4), + ) + assert priced.objective == pytest.approx(counted.objective, abs=1e-9) + assert counted.workload_shift == counted.moved_load + + +def test_case_budget_can_overload_an_expensive_queue() -> None: + # One case belongs in the expensive queue; counting cases lets it move there, + # pricing work in hours does not. + probability = np.array([[0.1, 0.9], [0.9, 0.1]]) + incumbent_labels = np.array([0, 0]) + hours = np.array([1.0, 5.0]) + by_cases = solve_assignment(1 - probability, incumbent_labels, 1) + by_hours = solve_assignment( + 1 - probability, incumbent_labels, 1.0, queue_costs=hours + ) + assert workload_shift(by_cases.queue_loads, np.array([2, 0]), hours) == 5.0 + assert by_hours.workload_shift <= 1.0 + assert by_hours.objective > by_cases.objective + + @pytest.mark.parametrize( - ("costs", "incumbent", "budget"), + ("costs", "incumbent", "budget", "options"), [ - (np.ones((3, 2)), np.array([1, 1]), 0), - (np.ones((3, 2)), np.array([2.0, 1.0]), 0), - (np.ones((3, 2)), np.array([2, 1]), -1), - (np.ones((3, 2)), np.array([2, 1]), 4), - (np.array([[0.0, np.inf], [1.0, 0.0]]), np.array([1, 1]), 0), + (np.ones((3, 2)), np.array([0, 1]), 0, {}), + (np.ones((3, 2)), np.array([0.0, 1.0, 1.0]), 0, {}), + (np.ones((3, 2)), np.array([0, 1, 2]), 0, {}), + (np.ones((3, 2)), np.array([0, 1, 1]), -1, {}), + (np.ones((3, 2)), np.array([0, 1, 1]), 4, {}), + (np.array([[0.0, np.inf], [1.0, 0.0]]), np.array([0, 1]), 0, {}), + (np.ones((3, 2)), np.array([0, 1, 1]), 0, {"flip_weights": np.ones(2)}), + (np.ones((3, 2)), np.array([0, 1, 1]), 0, {"flip_weights": -np.ones(3)}), + (np.ones((3, 2)), np.array([0, 1, 1]), 0, {"flip_penalty": -1.0}), + (np.ones((3, 2)), np.array([0, 1, 1]), 0, {"flip_budget": -1.0}), + (np.ones((3, 2)), np.array([0, 1, 1]), 0.5, {}), + (np.ones((3, 2)), np.array([0, 1, 1]), 1.0, {"queue_costs": np.ones(3)}), + ( + np.ones((3, 2)), + np.array([0, 1, 1]), + 1.0, + {"queue_costs": np.array([1.0, -1.0])}, + ), + ( + np.ones((3, 2)), + np.array([0, 1, 1]), + 0, + {"flip_budget": 1.0, "flip_penalty": 1.0}, + ), ], ) def test_invalid_inputs_fail_loudly( - costs: np.ndarray, incumbent: np.ndarray, budget: int + costs: np.ndarray, incumbent: np.ndarray, budget: int, options: dict ) -> None: with pytest.raises(ValueError, match=r"must|finite"): - solve_assignment(costs, incumbent, budget) + solve_assignment(costs, incumbent, budget, **options)

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