diff --git a/test/regress/final_accessibility.csv b/test/regress/final_accessibility.csv
index dfdc4ee..f6c9556 100644
--- a/test/regress/final_accessibility.csv
+++ b/test/regress/final_accessibility.csv
@@ -1,875 +1,875 @@
 "auPkRetail","auPkTotal","auOpRetail","auOpTotal","trPkRetail","trPkTotal","trPkHH","trOpRetail","trOpTotal","nmRetail","nmTotal","zone_id"
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diff --git a/test/regress/final_households.csv b/test/regress/final_households.csv
index 44b9c27..89aa833 100644
--- a/test/regress/final_households.csv
+++ b/test/regress/final_households.csv
@@ -1,101 +1,101 @@
 "home_zone_id","income","hhsize","HHT","auto_ownership","num_workers","bldgsz","unittype","poverty","sample_rate","income_in_thousands","income_segment","num_non_workers","num_drivers","num_adults","num_children","num_young_children","num_children_6_to_12","num_children_5_to_15","num_children_16_to_17","num_gradeschool","num_highschool","num_college_age","num_young_adults","num_predrive_child","num_nonworker_adults","num_university_students","num_fullTime_workers","num_partTime_workers","num_retired_adults","num_highschool_graduates","num_children_6_to_15","num_young_retirees","num_old_retirees","non_family","family","home_is_urban","home_is_rural","num_hh_in_zone","ebike_owner","av_ownership","workplace_location_accessibility","shopping_accessibility","othdiscr_accessibility","hh_work_auto_savings_ratio","numAVowned","transponder_ownership","has_joint_tour","num_under16_not_at_school","num_travel_active","num_travel_active_adults","num_travel_active_preschoolers","num_travel_active_children","num_travel_active_non_preschoolers","participates_in_jtf_model","school_escorting_outbound","school_escorting_inbound","school_escorting_outbound_cond","TAZ","Unnamed: 0","taz","pop","hhp","hh","hhs","gq_civ","gq_mil","i10","emp_gov","emp_mil","emp_ag_min","emp_bus_svcs","emp_fin_res_mgm","emp_educ","emp_hlth","emp_ret","emp_trn_wrh","emp_con","emp_utl","emp_mnf","emp_whl","emp_ent","emp_accm","emp_food","emp_oth","emp_non_ws_wfh","emp_non_ws_oth","emp_total","pseudomsa","enrollgradekto8","enrollgrade9to12","collegeenroll","othercollegeenroll","hotelroomtotal","parkactive","openspaceparkpreserve","beachactive","district27","milestocoast","acres","land_acres","effective_acres","truckregiontype","ech_dist","hch_dist","adultschenrl","hstallsoth","hstallssam","numfreehrs","dstallsoth","dstallssam","mstallsoth","mstallssam","budgetroom","economyroom","luxuryroom","midpriceroom","upscaleroom","MicroAccessTime","remoteAVParking","refueling_stations","totint","duden","empden","popden","retempden","totintbin","empdenbin","dudenbin","PopEmpDenPerMi","microtransit","nev","mgra","exp_hourly","exp_daily","exp_monthly","parking_type","parking_spaces","poe_id","external_work","external_nonwork","external_TAZ","external_MAZ","walk_dist_local_bus","walk_dist_premium_transit","micro_dist_local_bus","micro_dist_premium_transit","ML_DIST","AVGTTS","PCTDETOUR","terminal_time","household_density","population_density","is_cbd","tot_collegeenroll","preschool_target","is_parking_zone","total_emp_revised","employment_density","density_index","auPkRetail","auPkTotal","auOpRetail","auOpTotal","trPkRetail","trPkTotal","trPkHH","trOpRetail","trOpTotal","nmRetail","nmTotal","joint_tour_frequency_composition","num_hh_joint_tours","household_id"
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diff --git a/test/regress/final_joint_tour_participants.csv b/test/regress/final_joint_tour_participants.csv
index 176fa8a..bf16200 100644
--- a/test/regress/final_joint_tour_participants.csv
+++ b/test/regress/final_joint_tour_participants.csv
@@ -31,8 +31,8 @@
 112029371,861865,2240588,2,11202937102
 112146119,863066,2242922,1,11214611901
 112146119,863066,2242923,2,11214611902
-112615213,868143,2252304,1,11261521301
-112615213,868143,2252305,2,11261521302
+112615221,868143,2252304,1,11261522101
+112615221,868143,2252305,2,11261522102
 112656513,868615,2253130,1,11265651301
 112656513,868615,2253131,2,11265651302
 113114863,873254,2262297,1,11311486301
diff --git a/test/regress/final_persons.csv b/test/regress/final_persons.csv
index 244c22c..cf831f1 100644
--- a/test/regress/final_persons.csv
+++ b/test/regress/final_persons.csv
@@ -1,174 +1,174 @@
 "household_id","age","PNUM","sex","pemploy","pstudent","ptype","educ","naics2_original_code","soc2","age_16_to_19","age_16_p","adult","male","female","has_non_worker","has_retiree","has_preschool_kid","has_driving_kid","has_school_kid","has_full_time","has_part_time","has_university","student_is_employed","nonstudent_to_school","is_student","is_preschool","is_gradeschool","is_highschool","is_university","school_segment","is_worker","is_fulltime_worker","is_parttime_worker","is_internal_worker","is_external_worker","home_zone_id","time_factor_work","time_factor_nonwork","naics_code","occupation","is_income_less25K","is_income_25K_to_60K","is_income_60K_to_120K","is_income_greater60K","is_income_greater120K","is_non_worker_in_HH","is_all_adults_full_time_workers","is_pre_drive_child_in_HH","work_from_home","is_out_of_home_worker","external_workplace_zone_id","external_workplace_location_logsum","external_workplace_modechoice_logsum","school_zone_id","school_location_logsum","school_modechoice_logsum","distance_to_school","roundtrip_auto_time_to_school","workplace_zone_id","workplace_location_logsum","workplace_modechoice_logsum","distance_to_work","workplace_in_cbd","work_zone_area_type","auto_time_home_to_work","roundtrip_auto_time_to_work","work_auto_savings","exp_daily_work","non_toll_time_work","toll_time_work","toll_dist_work","toll_cost_work","toll_travel_time_savings_work","transit_pass_subsidy","transit_pass_ownership","free_parking_at_work","telecommute_frequency","is_telecommuting","cdap_activity","travel_active","under16_not_at_school","has_preschool_kid_at_home","has_school_kid_at_home","mandatory_tour_frequency","work_and_school_and_worker","work_and_school_and_student","num_mand","num_work_tours","has_pre_school_child_with_mandatory","has_driving_age_child_with_mandatory","num_joint_tours","non_mandatory_tour_frequency","num_non_mand","num_escort_tours","num_eatout_tours","num_shop_tours","num_maint_tours","num_discr_tours","num_social_tours","num_non_escort_tours","num_shop_maint_tours","num_shop_maint_escort_tours","num_add_shop_maint_tours","num_soc_discr_tours","num_add_soc_discr_tours","person_id"
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 784728,41,2,1,1,3,1,13,"23",11,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,49,0.33782861831114563,0.5724738144151152,23,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,2,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2100541
 785054,35,1,2,1,3,1,13,"92",11,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,81,1.1130728975095419,1.1641888110546097,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,2841,13.27853066842515,1.9498836765889307,0.70231324,true,1,5.6643996,10.079321,0,20.387247801258315,5.765298,5.6643996,0,0,0.100898266,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2101065
 785371,74,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,86,0.9519070424028937,0.4122611908343676,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2101546
-785431,76,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,86,1.1179343848072782,0.8004956034638435,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,14,3,0,0,0,1,2,0,3,1,1,0,2,1,2101632
-786196,35,1,1,2,3,2,13,"23",47,false,true,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,147,0.8142115707129982,2.3883331771432226,23,"constr_maint",false,true,false,false,false,true,false,false,false,true,-1,,,-1,,,,0,49,8.582302748379501,-3.8020433380278305,3.2648132,true,1,13.364094,25.269987,0,18.12638446679508,13.364094,13.364094,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2102989
+785431,76,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,86,1.117934384807278,0.8004956034638435,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,14,3,0,0,0,1,2,0,3,1,1,0,2,1,2101632
+786196,35,1,1,2,3,2,13,"23",47,false,true,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,147,0.8142115707129982,2.3883331771432226,23,"constr_maint",false,true,false,false,false,true,false,false,false,true,-1,,,-1,,,,0,3531,5.939145600601084,-2.8700437394212885,2.9442766,true,1,9.946082,18.644896,0,18.473412626145752,9.946082,9.946082,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2102989
 786196,35,2,2,3,3,4,13,"99",99,false,true,true,false,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,false,false,false,false,147,0.47476304175240164,0.6734828376810489,99,,false,true,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2102990
-786980,36,1,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,0.8360580032020302,0.2589996952648739,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1625,10.943630974167617,-1.509018553295,1.9539618,true,1,8.995491,17.053009,0,19.215056649841348,8.995491,8.995491,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2104424
-786980,35,2,2,1,3,1,13,"MIL",11,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,1.3534392687143708,0.9002534238438821,9000,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8578,10.448400860609977,-1.2294146719729275,1.1845417,false,2,5.236438,11.693642,0,11.98548695768696,5.236438,5.236438,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2104425
-786980,25,3,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,0.9311361501732853,0.24412102568803545,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,5503,10.953307751126676,-0.2577737765699505,0.7343004,false,2,2.7184103,4.630934,0,14.610839970840704,2.7184103,2.7184103,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2104426
+786980,36,1,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,0.8360580032020302,0.2589996952648739,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11155,8.476899056973167,-0.5614133760649298,1.1845417,false,2,5.236438,11.693642,0,12.720581135588365,5.236438,5.236438,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2104424
+786980,35,2,2,1,3,1,13,"MIL",11,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,1.3534392687143706,0.9002534238438821,9000,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8578,10.448400860609977,-1.2294146719729273,1.1845417,false,2,5.236438,11.693642,0,11.98548695768696,5.236438,5.236438,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2104425
+786980,25,3,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,204,0.9311361501732853,0.24412102568803543,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,5503,10.95330775112606,-0.2577737765699505,0.7343004,false,2,2.7184103,4.630934,0,14.610839970840704,2.7184103,2.7184103,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2104426
 788147,80,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,288,0.9635852197871043,0.8527161255602345,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,41,2,0,1,1,0,0,0,2,1,1,0,0,0,2106557
 789606,84,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,506,0.5344375404255298,0.9394382100542269,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2109633
-791851,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,false,false,707,0.7059101010438935,0.6973773978068605,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2113804
+791851,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,false,false,707,0.7059101010438937,0.6973773978068605,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2113804
 791851,30,2,2,2,3,2,13,"81",39,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,false,false,707,1.506678146768629,2.204815705833107,81,"services",false,false,false,true,true,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2113805
-791940,55,1,2,1,3,1,13,"52",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,708,0.7796457494359021,1.370567825265504,52,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1305,11.559402601467594,-1.2216190143418597,1.1410358,true,1,5.982569,12.757393,0,18.506061537205586,5.982569,5.982569,0,0,0,0,1,false,"1_day_week",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2113948
-791940,55,2,1,1,3,1,13,"53",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,708,1.1274920864148168,1.086279016727954,53,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8582,11.256187971758926,-1.3003936536725236,0.9303615,true,1,3.6128902,8.3420315,0,17.5719979944516,3.6128902,3.6128902,0,0,0,1,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2113949
-795895,32,1,2,3,2,3,13,"0",0,false,true,true,false,true,true,false,true,false,false,false,false,false,false,false,true,false,false,false,true,4,false,false,false,false,false,981,0.43396814189383315,0.6777842212450432,0,,true,false,false,false,false,true,false,false,false,false,-1,,,1364,8.315021197936758,1.8656964890304115,1.2846718,10.7968445,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,2,2,0,0,0,0,0,0,0,2,0,0,0,2120764
+791940,55,1,2,1,3,1,13,"52",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,708,0.779645749435902,1.370567825265504,52,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,9.189739623934063,-0.05251101057293551,0.18386239,true,1,0.47831264,0.9566045,0,20.80862117731011,0.47831264,0.47831264,0,0,0,0,1,false,"1_day_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2113948
+791940,55,2,1,1,3,1,13,"53",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,708,1.1274920864148168,1.086279016727954,53,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,9.062861886893755,-0.20480609349864665,0.18386239,true,1,0.47831264,0.9566045,0,20.80862117731011,0.47831264,0.47831264,0,0,0,1,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2113949
+795895,32,1,2,3,2,3,13,"0",0,false,true,true,false,true,true,false,true,false,false,false,false,false,false,false,true,false,false,false,true,4,false,false,false,false,false,981,0.43396814189383315,0.6777842212450432,0,,true,false,false,false,false,true,false,false,false,false,-1,,,1364,8.31502118601207,1.8656964890304115,1.2846718,10.7968445,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,2,2,0,0,0,0,0,0,0,2,0,0,0,2120764
 795895,38,2,1,3,3,4,13,"99",99,false,true,true,true,false,false,false,true,false,false,false,false,true,false,false,false,false,false,false,false,0,false,false,false,false,false,981,1.4388042961179721,1.0712158645967937,99,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120765
-795895,4,3,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,1.0394977425976981,1.2407147003658383,0,,true,false,false,false,false,true,false,false,false,false,-1,,,2728,27.754339859832058,34.558073699126126,0.48411602,8.163584,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120766
-795895,3,4,1,4,1,8,0,"0",0,false,false,false,true,false,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,0.2974689902338765,0.6648799034132927,0,,true,false,false,false,false,true,false,false,false,false,-1,,,1062,27.755355662780712,34.98356095514942,0.02435727,0.14614363,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120767
-795895,0,5,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,0.19636206414986349,2.2694150342086084,0,,true,false,false,false,false,true,false,false,false,false,-1,,,162,27.93659771142534,35.29795113022276,0.27535856,3.4394944,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120768
+795895,4,3,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,1.0394977425976981,1.2407147003658385,0,,true,false,false,false,false,true,false,false,false,false,-1,,,2728,27.754339887827403,34.558073699126126,0.48411602,8.163584,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120766
+795895,3,4,1,4,1,8,0,"0",0,false,false,false,true,false,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,0.2974689902338765,0.6648799034132927,0,,true,false,false,false,false,true,false,false,false,false,-1,,,1062,27.755355691890376,34.98356095514942,0.02435727,0.14614363,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120767
+795895,0,5,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,true,false,false,false,false,true,false,false,true,true,false,false,false,1,false,false,false,false,false,981,0.19636206414986343,2.2694150342086084,0,,true,false,false,false,false,true,false,false,false,false,-1,,,162,27.936597723128,35.29795113022276,0.27535856,3.4394944,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120768
 795936,34,1,2,1,3,1,13,"62",29,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,984,0.33693282200557795,1.400466099244483,62,"health",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8578,12.526230616819149,1.14818204720494,3.3303936,false,2,14.160138,29.074745,0,11.98548695768696,14.160138,14.160138,0,0,0,1,1,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120828
-795936,35,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,984,0.565001356644433,1.078000789282338,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,465,13.472134464294673,2.1938363342728455,1.2537463,false,2,6.6635423,12.377381,0,14.425935033603384,6.6635423,6.6635423,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120829
-796337,40,1,1,1,3,1,13,"52",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1013,1.603732357849969,0.7854862191932295,52,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1477,11.268921957318964,-1.5545302790067888,0.6296559,true,1,3.7443132,8.772957,0,19.026511018150213,3.7443132,3.7443132,0,0,0,1,1,true,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,1,35,1,0,0,1,0,1,0,1,1,1,0,1,0,2121572
-796337,34,2,2,1,3,1,13,"22",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1013,1.3358768070348894,0.8840511385036043,22,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1038,11.463846312837894,-1.3973865053479897,0.8057942,true,1,4.8420696,10.445799,0,18.755420090365853,4.8420696,4.8420696,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2121573
+795936,35,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,984,0.565001356644433,1.078000789282338,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,10.392356754873008,2.4108269207945034,1.2203215,true,1,8.319135,14.071255,0,20.80862117731011,8.319135,8.319135,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2120829
+796337,40,1,1,1,3,1,13,"52",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1013,1.6037323578499691,0.7854862191932295,52,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1477,11.268921957318964,-1.5545302790067892,0.6296559,true,1,3.7443132,8.772957,0,19.026511018150213,3.7443132,3.7443132,0,0,0,1,1,true,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,1,35,1,0,0,1,0,1,0,1,1,1,0,1,0,2121572
+796337,34,2,2,1,3,1,13,"22",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1013,1.3358768070348894,0.8840511385036043,22,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,8.440598645070093,-0.9265988233257713,0.5768971,true,1,3.6571155,6.2113647,0,20.80862117731011,3.6571155,3.6571155,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2121573
 796974,54,1,1,1,3,1,13,"54",17,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1038,0.284628845400175,0.7596670188682234,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1185,11.787572149638054,-0.8482434081767545,1.1527057,true,1,6.805912,13.5541935,0,17.31274694537741,6.805912,6.777702,0,0,0.028210163,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2122521
-796974,50,2,2,1,3,1,13,"54",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1038,1.8023184031497894,2.3950241899251203,54,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1038,10.736267362428405,-0.12171703493226915,0.028287277,true,1,0.08486183,0.16972366,0,18.755420090365853,0.08486183,0.08486183,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2122522
-797235,28,1,2,1,3,1,13,"MIL",55,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1050,0.8778337280428401,0.23579567796116496,9000,"military",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,6660,3.517893518891026,-3.0556940745178496,3.0141153,false,2,12.2840395,25.757763,0,15.792295272326696,12.2840395,12.2840395,0,0,0,1,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2122917
-797317,37,1,2,2,3,2,13,"44",37,false,true,true,false,true,false,false,true,true,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,1056,0.654922000931099,2.1625849819714427,44,"services",false,true,false,false,false,false,false,true,false,true,-1,,,-1,,,,0,991,13.25325562103707,2.400800586291516,0.87389266,true,1,6.675699,13.008869,0,18.924346205695137,6.694613,6.675699,0,0,0.018913746,0,0,true,"No_Telecommute",false,"M",true,false,true,false,"work2",false,false,2,2,false,true,0,156,2,2,0,0,0,0,0,0,0,2,0,0,0,2123021
+796974,50,2,2,1,3,1,13,"54",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1038,1.8023184031497894,2.3950241899251203,54,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,7.857030116912384,-2.4757436870255947,0.4886828,true,1,3.5147972,7.419117,0,19.62228443445688,3.5147972,3.5147972,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2122522
+797235,28,1,2,1,3,1,13,"MIL",55,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1050,0.8778337280428401,0.23579567796116496,9000,"military",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,10641,-0.22566708932088225,-2.7959549238167747,1.3273469,true,1,9.038248,15.770088,0,20.80862117731011,9.038248,9.038248,0,0,0,1,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2122917
+797317,37,1,2,2,3,2,13,"44",37,false,true,true,false,true,false,false,true,true,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,1056,0.654922000931099,2.1625849819714427,44,"services",false,true,false,false,false,false,false,true,false,true,-1,,,-1,,,,0,2728,10.339177256624628,1.9445996560712986,1.2747006,true,1,9.104304,17.763372,-4.584139785766602,19.62228443445688,9.104304,9.104304,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,true,false,"work2",false,false,2,2,false,true,0,156,2,2,0,0,0,0,0,0,0,2,0,0,0,2123021
 797317,17,2,2,3,1,6,0,"0",0,true,true,false,false,true,false,false,true,true,true,true,true,false,false,false,true,false,false,true,false,3,false,false,false,false,false,1056,0.4567312472415232,0.692843850077382,0,,false,true,false,false,false,false,false,true,false,false,-1,,,6452,17.164096250320735,36.46420496334395,0.40484786,5.557156,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,true,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123022
 797317,10,3,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,true,false,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,1056,0.83736982708875,1.3642087389202622,0,,false,true,false,false,false,false,false,true,false,false,-1,,,1155,17.967684351775056,36.077295028237366,0.17608312,1.8475174,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,true,false,"school1",false,false,1,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123023
-797317,2,4,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,0.33400983374282034,0.596430851504277,0,,false,true,false,false,false,false,false,true,false,false,-1,,,1369,28.093683182255262,36.57167350989961,0.19767733,3.0724661,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,true,false,"",false,false,0,0,false,true,0,90,2,1,0,0,0,1,0,1,0,1,0,1,0,2123024
-797317,1,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,0.18142588494602566,0.5410902435685566,0,,false,true,false,false,false,false,false,true,false,false,-1,,,3531,28.065358909219828,36.211644415623965,0.63005185,7.8917093,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,true,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123025
-797317,0,6,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,1.8352512640444214,1.6814915446321261,0,,false,true,false,false,false,false,false,true,false,false,-1,,,2569,27.64394258977356,34.49171947829786,0.9269357,12.6314945,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,true,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123026
-797317,17,7,2,3,1,6,0,"0",0,true,true,false,false,true,false,false,true,true,true,true,true,false,false,false,true,false,false,true,false,3,false,false,false,false,false,1056,2.2420528700642977,0.9050825549313091,0,,false,true,false,false,false,false,false,true,false,false,-1,,,2550,16.84768042844196,35.19470095309129,0.7344329,6.9748325,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123027
+797317,2,4,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,0.33400983374282034,0.596430851504277,0,,false,true,false,false,false,false,false,true,false,false,-1,,,1369,28.093683186931464,36.57167350989961,0.19767733,3.0724661,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,true,false,"",false,false,0,0,false,true,0,90,2,1,0,0,0,1,0,1,0,1,0,1,0,2123024
+797317,1,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,0.18142588494602566,0.5410902435685566,0,,false,true,false,false,false,false,false,true,false,false,-1,,,3531,28.065358909310387,36.211644415623965,0.63005185,7.8917093,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,true,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123025
+797317,0,6,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,true,true,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1056,1.8352512640444214,1.6814915446321261,0,,false,true,false,false,false,false,false,true,false,false,-1,,,2569,27.643942586219737,34.49171947829786,0.9269357,12.6314945,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,true,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123026
+797317,17,7,2,3,1,6,0,"0",0,true,true,false,false,true,false,false,true,true,true,true,true,false,false,false,true,false,false,true,false,3,false,false,false,false,false,1056,2.242052870064297,0.9050825549313091,0,,false,true,false,false,false,false,false,true,false,false,-1,,,2550,16.847680428441965,35.1947009530913,0.7344329,6.9748325,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,true,false,"",false,false,0,0,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123027
 797317,43,8,1,1,3,1,13,"61",37,false,true,true,true,false,false,false,true,true,true,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1056,1.2361690429599486,0.7216440004894071,61,"services",false,true,false,false,false,false,false,true,false,true,-1,,,-1,,,,0,6611,12.576983267825485,1.8450544260066273,0.50933874,true,1,3.8529797,8.18606,-1.3393377876281738,18.300973777804828,3.8529797,3.8529797,0,0,0,1,1,false,"No_Telecommute",false,"M",true,false,true,false,"work2",false,false,2,2,false,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2123028
-797657,28,1,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1062,1.535016143726845,0.7918033489155917,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,263,13.135686602418144,1.3600971535698132,0.61778617,true,1,5.0659637,10.081812,0,18.29559189933249,5.0659637,5.0659637,0,0,0,1,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2123609
-799176,67,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1215,0.4972556054682272,0.9685959305508518,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2126311
+797657,28,1,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1062,1.535016143726845,0.7918033489155917,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,2728,9.922204859655093,1.9802668027008614,0.48411602,true,1,4.4528456,8.3328495,0,19.62228443445688,4.4528456,4.4528456,0,0,0,1,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2123609
+799176,67,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1215,0.49725560546822717,0.9685959305508518,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2126311
 799176,65,2,1,3,3,5,13,"99",99,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1215,0.5987522320279624,0.6112076526300417,99,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2126312
 799627,42,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1272,0.4130621690544148,1.1303173718876547,62,"health",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,10674,11.053643209335341,-0.9546362754348217,2.3851657,false,2,8.415234,17.479351,0,13.330934764673833,8.415234,8.415234,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2127090
-799627,28,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1272,0.576724012566148,1.0257878571604053,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,4923,12.183043771012239,0.2133297258365591,0.29054636,true,1,1.6697272,3.5697007,0,17.88721675468582,1.6697272,1.6697272,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2127091
-799627,24,3,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1272,1.146770695420535,1.5089274854401187,722,"services",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,1508,12.588595199117027,0.7293859203352845,0.45936126,true,1,2.2565935,5.2943807,0,18.52370802072217,2.2565935,2.2565935,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2127092
-803140,25,1,2,1,3,1,13,"44",29,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1492,0.3713914833235791,0.5133561099228603,44,"health",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,6427,11.68751694119281,-0.20533397744756468,3.9634607,false,2,12.464181,24.150698,0,14.44974990280062,12.464181,11.413858,0,0,1.0503225,0,1,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2133375
+799627,28,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1272,0.576724012566148,1.0257878571604053,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,11155,9.002757233019251,-1.2998257311397157,2.7409723,false,2,10.63323,22.850014,0,12.720581135588365,10.63323,10.63323,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2127091
+799627,24,3,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1272,1.146770695420535,1.5089274854401185,722,"services",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,3531,10.018010585112426,1.0988687586977617,0.22461207,true,1,1.3028662,2.7658691,0,18.473412626145752,1.3028662,1.3028662,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2127092
+803140,25,1,2,1,3,1,13,"44",29,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1492,0.371391483323579,0.5133561099228603,44,"health",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,11155,9.39182186333844,-0.5393825029489024,6.033551,false,2,17.904743,35.490875,0,12.720581135588365,17.904743,15.681574,0,0,2.2231693,0,1,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2133375
 803225,41,1,1,1,3,1,13,"92",43,false,true,true,true,false,false,false,true,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1492,0.5218053058084277,1.1623877742337203,92,"sales_office",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,3410,11.27874982410544,-0.7519625606918661,0.9620428,true,1,6.9834914,13.799818,0,18.00317346008858,6.9834914,6.9834914,0,0,0,0,0,true,"4_days_week",true,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2133551
 803225,46,2,2,2,3,2,13,"54",27,false,true,true,false,true,false,false,true,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,false,false,1492,0.6929036470843273,2.7219317392743325,54,"mngt_busi_scic_arts",false,false,true,true,false,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2133552
-803225,3,3,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,false,false,false,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1492,0.3263106478655231,0.5704554038005155,0,,false,false,true,true,false,false,false,false,false,false,-1,,,1178,13.492380238072846,7.386109047439358,0.07126946,0.42761678,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2133553
+803225,3,3,2,4,1,8,0,"0",0,false,false,false,false,true,false,false,false,false,false,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,1492,0.3263106478655231,0.5704554038005155,0,,false,false,true,true,false,false,false,false,false,false,-1,,,1178,13.492380240524012,7.386109047439358,0.07126946,0.42761678,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2133553
 805047,52,1,1,1,3,1,13,"52",41,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1577,1.8359433208503633,0.955976193178434,52,"sales_office",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,10641,10.549107516297703,-2.710973026411822,0.63021123,true,1,3.9847324,6.253091,0,20.80862117731011,3.9847324,3.9847324,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2136799
 807979,31,1,1,1,3,1,13,"44",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1753,0.8618036113912076,0.6306001756296243,44,"sales_office",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,8527,11.237516864463982,-1.42750788240184,1.1955072,true,1,8.658716,17.374844,-3.9958676528930663,18.78335403898398,8.658716,8.658716,0,0,0,0,1,false,"3_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2141996
 807979,31,2,2,1,3,1,13,"722",35,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1753,0.645781745551846,0.9620209202867286,722,"services",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,3531,11.54290159457906,-0.7648089823548766,1.0196488,true,1,7.3801622,14.511519,0,18.473412626145752,7.3801622,7.3801622,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2141997
 808447,69,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1793,1.6303693634470655,1.227127180855847,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2142915
-812300,40,1,1,1,3,1,13,"61",21,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1965,0.6997322804036962,0.6376548936807699,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3039,11.548863608552471,-0.21097363343330822,0.4718076,true,1,3.3427978,6.8749547,0,18.097280348144643,3.3427978,3.3427978,0,0,0,0,1,true,"1_day_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,1,1,0,0,0,0,3,0,1,0,0,0,3,2,2149430
-812300,44,2,2,1,3,1,13,"54",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1965,2.094360880586491,0.9357742549684234,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,551,10.427879015457542,-0.8123700128905517,0.1949296,true,1,0.86988693,1.7984791,0,17.97417759666703,0.86988693,0.86988693,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2149431
+812300,40,1,1,1,3,1,13,"61",21,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1965,0.6997322804036962,0.6376548936807699,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,7122,8.206127931743604,-1.4795455060520446,2.3367908,false,2,8.425073,19.430939,0,11.80004036650482,8.425073,8.425073,0,0,0,0,1,true,"1_day_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,1,1,0,0,0,0,3,0,1,0,0,0,3,2,2149430
+812300,44,2,2,1,3,1,13,"54",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,1965,2.0943608805864913,0.9357742549684234,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,6.494073734624201,-3.806965338495963,1.4573352,true,1,8.096474,15.229248,0,20.80862117731011,8.379574,7.9021177,0,0,0.4774561,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2149431
 812556,68,1,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,1974,0.6608789106238449,0.9574398016303113,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",true,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2149791
 812688,62,1,2,3,3,4,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1975,1.8981683111225838,0.7440312006346942,0,,false,false,true,true,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2149986
-816340,57,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2252,0.3589614135874946,0.6058173221410982,62,"health",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2918,10.868215255464166,-0.6998250722447718,0.99080056,false,2,3.5188284,6.7211657,0,17.20413626956078,3.617159,3.5188284,0,0,0.0983305,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2156934
+816340,57,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2252,0.3589614135874946,0.6058173221410982,62,"health",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11155,8.602319417837537,-0.9381100544640459,1.8681173,false,2,7.1018076,16.360575,0,12.720581135588365,7.1018076,7.1018076,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2156934
 816592,86,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2280,0.6844059643298964,1.1573862189035253,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2157387
 817136,84,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2324,0.31501040915701434,1.2870446135749054,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2158370
-818181,27,1,1,1,3,1,13,"61",25,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2391,0.6642735220351018,1.208532565707116,61,"services",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,1038,11.111675084037083,-2.1091332702768066,1.155682,true,1,7.826438,16.259346,0,18.755420090365853,7.826438,7.826438,0,0,0,1,1,false,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2160330
+818181,27,1,1,1,3,1,13,"61",25,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2391,0.6642735220351018,1.208532565707116,61,"services",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,7122,8.21272731090824,-1.8013959176785606,2.1886928,false,2,8.409067,18.257023,0,11.80004036650482,8.409067,8.409067,0,0,0,1,1,false,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2160330
 818678,78,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2457,1.0641912877087345,1.7811159957435392,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2161210
 818816,36,1,1,1,3,1,13,"53",11,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,2477,1.5515390338280817,0.7129182469463364,53,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,2,2,0,0,0,0,2,0,2,0,0,0,2,1,2161422
 820094,69,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2538,0.31523433272617335,0.4821231747299386,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2163877
-822459,34,1,2,1,3,1,13,"MIL",13,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2728,1.2289872304508906,0.9439073982838353,9000,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,11.141843112647296,-0.059793982356735394,0.025354847,true,1,0.07606454,0.15212908,0,19.62228443445688,0.07606454,0.07606454,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2168938
-823163,35,1,1,1,3,1,13,"49",43,false,true,true,true,false,false,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2761,2.273979023573959,0.698418926481372,49,"sales_office",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,3243,9.090047011139129,-3.4279745776556654,1.6376,false,2,7.6977305,15.707636,0,13.665330737216332,7.6977305,7.6977305,0,0,0,0,0,true,"No_Telecommute",false,"H",false,false,true,true,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170052
-823163,36,2,2,2,3,2,13,"61",25,false,true,true,false,true,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,2761,1.3142026611640016,1.33335280257759,61,"services",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,3699,10.29232992025968,-1.2519722466045695,1.4935933,false,2,6.8008037,13.36762,0,14.221694619229927,6.8008037,6.8008037,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,true,true,"work1",false,false,1,1,false,false,0,102,3,1,0,0,1,1,0,2,1,2,0,1,0,2170053
-823163,15,3,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,false,true,true,true,false,false,false,true,false,false,true,false,3,false,false,false,false,false,2761,0.6511358596516091,1.6078748848915223,0,,false,false,true,true,false,false,false,true,false,false,-1,,,2550,8.190601757037346,3.0279347236603416,2.434682,12.943266,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,true,true,true,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170054
-823163,9,4,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,false,true,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,2761,0.4337385173326726,1.1185989775226914,0,,false,false,true,true,false,false,false,true,false,false,-1,,,8813,6.871018351139108,6.9310844706525065,0.59744406,6.039295,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,true,true,true,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170055
-823163,3,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,false,false,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,2761,3.895988218739787,0.5114858267024606,0,,false,false,true,true,false,false,false,true,false,false,-1,,,147,10.694037668855737,6.584064211124819,0.30689383,3.0985184,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,true,false,true,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170056
-823163,27,6,2,1,3,1,13,"722",35,false,true,true,false,true,false,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2761,2.455129823341691,1.1246706523786505,722,"services",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,3724,9.249421949182834,-2.818217408767665,1.3233826,false,2,6.659987,12.8816185,0,14.44626031424351,6.659987,6.659987,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,true,true,"",false,false,0,0,false,false,0,101,2,1,0,0,1,0,0,1,1,2,0,0,0,2170057
-823520,58,1,2,1,3,1,13,"53",41,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2768,0.7000848525632298,1.1401806899211053,53,"sales_office",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,2547,10.837365274747487,-1.5782508216678202,0.61617965,true,1,4.418511,8.643799,0,17.67712159680479,4.418511,4.418511,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170725
-823520,70,2,1,1,3,1,13,"54",47,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2768,1.1219799071259697,1.2524300523201617,54,"constr_maint",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,8527,9.300915569331805,-2.7265385540119365,0.94444025,true,1,6.622697,13.555843,-3.439875488281251,18.78335403898398,6.622697,6.622697,0,0,0,0,0,true,"4_days_week",true,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170726
+822459,34,1,2,1,3,1,13,"MIL",13,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2728,1.2289872304508906,0.9439073982838353,9000,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,11.141843112648234,-0.059793982356735394,0.025354847,true,1,0.07606454,0.15212908,0,19.62228443445688,0.07606454,0.07606454,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2168938
+823163,35,1,1,1,3,1,13,"49",43,false,true,true,true,false,false,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2761,2.273979023573959,0.698418926481372,49,"sales_office",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,7122,6.073149024252227,-1.9470543583704611,1.1709081,false,2,4.0853477,8.948217,0,11.80004036650482,4.0853477,4.0853477,0,0,0,0,0,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170052
+823163,36,2,2,2,3,2,13,"61",25,false,true,true,false,true,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,2761,1.3142026611640016,1.33335280257759,61,"services",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,10641,7.203109216172453,-4.263984876215022,5.1370335,true,1,18.499321,33.97701,0,20.80862117731011,18.499321,17.399654,0,0,1.0996666,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,90,3,2,0,0,0,1,0,1,0,2,0,1,0,2170053
+823163,15,3,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,false,true,true,true,false,false,false,true,false,false,true,false,3,false,false,false,false,false,2761,0.6511358596516091,1.6078748848915223,0,,false,false,true,true,false,false,false,true,false,false,-1,,,2550,8.190601757037346,3.0279347236603416,2.434682,12.943266,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,true,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2170054
+823163,9,4,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,false,true,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,2761,0.4337385173326726,1.1185989775226912,0,,false,false,true,true,false,false,false,true,false,false,-1,,,8813,6.871018351139108,6.9310844706525065,0.59744406,6.039295,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170055
+823163,3,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,false,false,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,2761,3.8959882187397863,0.5114858267024606,0,,false,false,true,true,false,false,false,true,false,false,-1,,,147,10.694037688722403,6.584064211124819,0.30689383,3.0985184,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170056
+823163,27,6,2,1,3,1,13,"722",35,false,true,true,false,true,false,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2761,2.455129823341691,1.1246706523786505,722,"services",false,false,true,true,false,false,false,true,false,true,-1,,,-1,,,,0,3724,9.249421949182834,-2.818217408767665,1.3233826,false,2,6.659987,12.8816185,0,14.44626031424351,6.659987,6.659987,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,true,false,0,48,5,2,0,1,1,1,0,3,2,4,1,1,0,2170057
+823520,58,1,2,1,3,1,13,"53",41,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2768,0.7000848525632298,1.140180689921105,53,"sales_office",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,2728,7.939774786027428,-2.244218144530964,1.508842,true,1,9.934703,18.492937,-2.340031509399413,19.62228443445688,9.934703,9.934703,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2170725
+823520,70,2,1,1,3,1,13,"54",47,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2768,1.1219799071259695,1.2524300523201617,54,"constr_maint",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,8527,9.30091556933179,-2.726538554011936,0.94444025,true,1,6.622697,13.555843,-3.439875488281251,18.78335403898398,6.622697,6.622697,0,0,0,0,0,true,"4_days_week",true,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2170726
 824076,72,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2784,0.7191770566143684,2.7145929620013454,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2171597
 824360,37,1,1,1,3,1,13,"54",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2794,1.1833011154199473,1.0062139142259234,54,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,10674,10.331025796176538,-1.0521709089177786,0.4655894,false,2,2.6057978,5.4186516,0,13.330934764673833,2.6057978,2.6057978,0,0,0,0,0,false,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2172024
-824360,39,2,2,2,3,2,13,"54",31,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,2794,1.1011153613523166,1.532288474137303,54,"health",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,6427,10.53920800764307,-0.34878397526401367,0.12965958,false,2,0.7571987,1.6105859,0,14.44974990280062,0.7571987,0.7571987,0,0,0,0,0,true,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2172025
-824748,34,1,2,1,3,1,13,"45",13,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2815,0.9160745069950245,0.9743441481956141,45,"mngt_busi_scic_arts",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,3426,10.750616427825369,-1.967004174193518,0.6788835,true,1,3.4345262,7.9332724,0,19.989581226307426,3.4345262,3.4345262,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2172708
-825301,33,1,2,1,3,1,13,"62",29,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2834,1.6762824121697932,2.0145804058791876,62,"health",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,8527,9.527910815649333,-2.7039483988379014,0.45401436,true,1,2.8633451,6.337796,0,18.78335403898398,2.8633451,2.8633451,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2173608
+824360,39,2,2,2,3,2,13,"54",31,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,2794,1.1011153613523166,1.532288474137303,54,"health",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,11155,8.307894227832971,-1.625459459540804,1.0181111,false,2,5.6759377,12.104946,0,12.720581135588365,5.6759377,5.6759377,0,0,0,0,0,true,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2172025
+824748,34,1,2,1,3,1,13,"45",13,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2815,0.9160745069950245,0.9743441481956141,45,"mngt_busi_scic_arts",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,6072,8.23990374092146,-1.7593404983633278,0.9811488,false,2,5.8197055,10.371171,0,15.837662090352683,5.8197055,5.8197055,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2172708
+825301,33,1,2,1,3,1,13,"62",29,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,2834,1.6762824121697932,2.0145804058791876,62,"health",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,8527,9.527910815659489,-2.7039483988379014,0.45401436,true,1,2.8633451,6.337796,0,18.78335403898398,2.8633451,2.8633451,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2173608
 830248,84,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,3198,0.7138495861976047,0.7209003756669349,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,1,1,0,0,1,0,1,0,1,1,1,0,1,0,2182271
-830248,81,2,2,3,3,5,13,"0",0,false,true,true,false,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,3198,0.6673052340134499,0.7046881494739566,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2182272
-830642,53,1,1,1,3,1,13,"61",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3243,1.8640671136957028,0.5200536266138324,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3410,9.681537961821103,-4.152194135191639,1.9988023,true,1,7.3077126,15.430355,0,18.00317346008858,7.3077126,7.3077126,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2183105
+830248,81,2,2,3,3,5,13,"0",0,false,true,true,false,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,3198,0.6673052340134499,0.7046881494739565,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2182272
+830642,53,1,1,1,3,1,13,"61",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3243,1.8640671136957025,0.5200536266138324,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3410,9.681537961821103,-4.152194135191638,1.9988023,true,1,7.3077126,15.430355,0,18.00317346008858,7.3077126,7.3077126,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2183105
 830642,62,2,1,1,3,1,13,"51",27,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,3243,0.6710360644070725,1.0721548285236977,51,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,36,2,0,0,1,0,1,0,2,1,1,0,1,0,2183106
 831701,72,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,3303,0.7587129099527179,0.6973718297276277,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,31,4,0,1,0,2,1,0,4,2,2,1,1,0,2184988
 833913,37,1,1,1,3,1,13,"92",11,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3409,0.7914386674457222,2.2384016692000763,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,8075,11.345211419413713,-0.9705706702910898,0.27145275,true,1,2.0606816,3.4609575,0,18.583091972278982,2.0606816,2.0606816,0,0,0,1,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2189087
-833995,29,1,1,1,3,1,13,"81",51,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3409,0.20568887904800573,1.0063625853316405,81,"prod_trans_move",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,1861,11.57350681213804,0.11725647911814661,0.5199258,true,1,3.366869,6.682477,0,18.726506074897937,3.366869,3.366869,0,0,0,0,0,false,"2_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,1,1,0,1,1,0,1,0,1,1,1,0,1,0,2189210
+833995,29,1,1,1,3,1,13,"81",51,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3409,0.20568887904800573,1.0063625853316405,81,"prod_trans_move",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,6072,9.5209289731355,-0.34492886319207555,1.6744266,false,2,9.840447,19.432373,0,15.837662090352683,9.840447,9.840447,0,0,0,0,0,false,"2_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,1,1,0,1,1,0,1,0,1,1,1,0,1,0,2189210
 833995,28,2,1,1,3,1,13,"71",37,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3409,0.9659317805064427,0.1514149317235436,71,"services",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,11249,11.870647076727494,-3.25752927806606,3.098567,false,2,12.863894,26.706194,0,10.809213145320454,12.863894,12.863894,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,18,2,0,1,0,1,0,0,2,1,1,0,0,0,2189211
-834673,49,1,2,1,3,1,13,"62",21,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3450,1.1079356287596533,0.4558610951546,62,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,300,10.079590164135048,-2.8811354742162085,2.9277282,true,1,12.431959,22.854927,0,19.687082424981927,12.431959,12.431959,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2190530
-835091,44,1,1,1,3,1,13,"44",41,false,true,true,true,false,true,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3504,1.5052902615021684,0.6982208177654103,44,"sales_office",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,4923,12.73193049344295,1.1827092484648059,0.7265434,true,1,4.909983,9.261583,0,17.88721675468582,4.909983,4.909983,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191196
+834673,49,1,2,1,3,1,13,"62",21,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3450,1.1079356287596533,0.4558610951546,62,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11155,7.215259092720754,-1.9035010794564715,1.4187939,false,2,7.6951375,17.250496,0,12.720581135588365,7.6951375,7.6951375,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2190530
+835091,44,1,1,1,3,1,13,"44",41,false,true,true,true,false,true,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3504,1.5052902615021684,0.6982208177654103,44,"sales_office",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,4923,12.731930493441931,1.1827092484648059,0.7265434,true,1,4.909983,9.261583,0,17.88721675468582,4.909983,4.909983,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191196
 835091,36,2,2,3,3,4,13,"0",0,false,true,true,false,true,false,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,false,false,false,false,false,3504,1.4287188269392117,1.6706845589837949,0,,false,false,true,true,false,true,false,true,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,true,false,0,89,3,3,0,0,0,0,0,0,0,3,0,0,0,2191197
-835091,14,3,1,4,1,7,0,"0",0,false,false,false,true,false,true,false,true,false,true,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,3504,0.7689250046356733,1.7521357804683908,0,,false,false,true,true,false,true,false,true,false,false,-1,,,8813,14.720594240957995,35.43774729896712,3.8468664,24.076344,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,3,1,0,0,0,0,0,1,1,0,0,0,1,0,2191198
+835091,14,3,1,4,1,7,0,"0",0,false,false,false,true,false,true,false,true,false,true,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,3504,0.7689250046356733,1.7521357804683906,0,,false,false,true,true,false,true,false,true,false,false,-1,,,8813,14.720594240957995,35.43774729896712,3.8468664,24.076344,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,3,1,0,0,0,0,0,1,1,0,0,0,1,0,2191198
 835091,12,4,1,4,1,7,0,"0",0,false,false,false,true,false,true,false,true,false,true,true,true,false,false,false,true,false,true,false,false,2,false,false,false,false,false,3504,0.4189168074547697,0.8577128007542527,0,,false,false,true,true,false,true,false,true,false,false,-1,,,10639,17.101310866979844,36.19685913828444,0.62892884,7.946575,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,true,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2191199
-835091,3,5,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,false,false,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,3504,1.4163788485334965,0.9473051264606548,0,,false,false,true,true,false,true,false,true,false,false,-1,,,8527,28.231559303839614,35.58927839136858,0.44705248,6.94464,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191200
-835091,21,6,1,2,3,2,9,"45",53,false,true,true,true,false,true,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,3504,0.9649393912063938,0.8968250560393591,45,"prod_trans_move",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,3426,13.358070786626653,3.9534586691276172,0.3375517,true,1,2.1780264,4.4987125,0,19.989581226307426,2.1780264,2.1780264,0,0,0,0,1,true,"3_days_week",false,"N",true,false,false,false,"",false,false,0,0,true,false,0,91,3,1,0,0,0,2,0,2,0,1,0,2,1,2191201
-835091,21,7,2,1,3,1,9,"3M",53,false,true,true,false,true,true,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3504,0.7045265458034498,1.4605180237494937,3000,"prod_trans_move",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,6072,13.473118863531965,3.1888769491764433,0.87567,false,2,3.881539,8.853988,0,15.837662090352683,3.881539,3.881539,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191202
-836353,45,1,2,1,3,1,13,"54",17,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3583,1.0374185797306485,1.473543705154909,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10208,11.138291323555519,-1.4551691022791866,0.27948716,true,1,1.8594244,3.8580074,0,17.853728521879635,1.87701,1.8594244,0,0,0.017585635,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2193567
-836353,43,2,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3583,0.2799371568998754,0.5134867269154978,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3410,11.889466968203074,-0.26469409979506564,0.05286197,true,1,0.1585859,0.3171718,0,18.00317346008858,0.1585859,0.1585859,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,47,2,0,0,1,1,0,0,2,2,2,1,0,0,2193568
-837064,34,1,2,1,3,1,13,"51",27,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3651,0.34435839276522734,0.7963801753517257,51,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,991,11.429715083214502,-1.0352875298971471,0.7582444,true,1,5.9986086,10.261908,0,18.924346205695137,5.9986086,5.9986086,0,0,0,0,0,true,"2_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2194803
-838789,33,1,1,1,3,1,13,"92",33,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3709,3.4262407539319244,0.855533124079897,92,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,5801,9.62801674910786,-4.4183248723241775,0.9058775,true,1,7.545005,14.457605,0,19.01046050962937,7.545005,7.545005,0,0,0,1,1,true,"4_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,35,1,0,0,3,0,0,0,1,3,3,2,0,0,2197923
+835091,3,5,2,4,1,8,0,"0",0,false,false,false,false,true,true,false,false,false,true,true,true,false,false,false,true,true,false,false,false,1,false,false,false,false,false,3504,1.4163788485334965,0.9473051264606548,0,,false,false,true,true,false,true,false,true,false,false,-1,,,8527,28.23155929926527,35.58927839136858,0.44705248,6.94464,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191200
+835091,21,6,1,2,3,2,9,"45",53,false,true,true,true,false,true,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,3504,0.9649393912063938,0.8968250560393591,45,"prod_trans_move",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,3531,11.212593863563045,3.6786198368379215,0.6606091,true,1,4.5431223,8.457752,0,18.473412626145752,4.5431223,4.5431223,0,0,0,0,1,true,"3_days_week",false,"N",true,false,false,false,"",false,false,0,0,true,false,0,91,3,1,0,0,0,2,0,2,0,1,0,2,1,2191201
+835091,21,7,2,1,3,1,9,"3M",53,false,true,true,false,true,true,false,true,false,true,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3504,0.7045265458034498,1.4605180237494937,3000,"prod_trans_move",false,false,true,true,false,true,false,true,false,true,-1,,,-1,,,,0,6072,13.473118863531656,3.1888769491764433,0.87567,false,2,3.881539,8.853988,0,15.837662090352683,3.881539,3.881539,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2191202
+836353,45,1,2,1,3,1,13,"54",17,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3583,1.0374185797306485,1.4735437051549092,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,7.914180684463441,-2.5389823278165933,0.88099396,true,1,6.467779,11.949972,0,19.62228443445688,6.467779,6.467779,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2193567
+836353,43,2,1,1,3,1,13,"722",35,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3583,0.2799371568998754,0.5134867269154978,722,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3531,9.352506310855254,-0.49836180206242187,0.2518554,true,1,1.451818,2.3498454,0,18.473412626145752,1.4694036,1.451818,0,0,0.017585635,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,47,2,0,0,1,1,0,0,2,2,2,1,0,0,2193568
+837064,34,1,2,1,3,1,13,"51",27,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3651,0.34435839276522734,0.7963801753517257,51,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,10641,8.673149969000239,-1.331238616345358,1.5621213,true,1,9.735269,18.004282,0,20.80862117731011,9.735269,9.749505,0,0,-0.01423645,0,0,true,"2_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2194803
+838789,33,1,1,1,3,1,13,"92",33,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,3709,3.4262407539319244,0.855533124079897,92,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,6.742588439293044,-4.925443083419329,1.6254843,true,1,12.310721,22.04657,0,20.80862117731011,12.310721,12.310721,0,0,0,1,1,true,"4_days_week",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,35,1,0,0,3,0,0,0,1,3,3,2,0,0,2197923
 838789,36,2,2,1,3,1,13,"52",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,3709,0.7815451265552382,1.7960969066561343,52,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,2,2,2,0,0,0,0,2,0,2,0,0,0,2,1,2197924
 841437,94,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,4174,2.091277599343979,0.5432780579264291,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2202726
 841437,94,2,2,3,3,5,13,"0",0,false,true,true,false,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,4174,1.337380984108536,1.4446212419668945,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2202727
-841609,36,1,1,1,3,1,13,"54",15,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4176,1.4978761047102174,0.9951185639150275,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,7016,9.597175964446057,-1.9655431191708086,1.2598321,false,2,5.3221855,10.799503,0,9.489014729413569,5.3221855,5.3221855,0,0,0,0,1,true,"1_day_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2203047
-842852,86,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,4198,0.4504459240755644,0.8406219010161696,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2205213
-843391,43,1,1,1,3,1,13,"92",23,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4621,1.1543987412670198,0.4765920209249663,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,1625,13.023905476775832,1.6795441927355501,0.4614033,true,1,2.7429118,5.609212,0,19.215056649841348,2.7429118,2.7429118,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2206345
-843870,34,1,2,1,3,1,13,"51",27,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4972,1.0699727173212543,0.7483436256131706,51,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,3410,11.789387037672158,0.476827316990541,2.4695506,true,1,7.905427,14.664864,0,18.00317346008858,7.905427,7.905427,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2207200
-845801,49,1,1,1,3,1,13,"44",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5334,0.6076068451712001,0.9766009840379578,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2064,10.663142215377196,-1.889238894334795,3.0435014,true,1,11.437006,23.05024,0,18.82038595699705,11.437006,11.437006,0,0,0,0,0,false,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2210684
-845801,40,2,2,1,3,1,13,"44",41,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5334,0.26969513500140146,1.4539235793603584,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1939,11.048458259009744,-1.006177953095284,3.278487,true,1,13.512154,27.430363,0,18.70323948565161,13.512154,13.512154,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2210685
-847093,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,false,false,5583,0.6707082667108238,0.6307112184813063,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,13,2,0,0,0,1,1,0,2,1,1,0,1,0,2213132
-847093,30,2,2,2,3,2,13,"81",39,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,5583,2.6187492481139643,0.8165253483618393,81,"services",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,2356,9.783709114430753,-1.3590560486565095,0.50097096,false,2,1.6657043,3.25923,0,12.812874479869327,1.6657043,1.6657043,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2213133
-847266,65,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,5625,0.5663769422020005,1.7199769309974091,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,53,3,0,1,1,1,0,0,3,2,2,1,0,0,2213405
-847360,35,1,2,1,3,1,13,"92",17,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5625,0.35597446739146693,0.6834866394185755,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,3455,12.989558114818934,2.372959487881013,1.7153276,true,1,9.024487,18.436537,0,19.47696603652829,9.024487,9.024487,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2213534
+841609,36,1,1,1,3,1,13,"54",15,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4176,1.4978761047102171,0.9951185639150275,54,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,11155,8.035042816816217,-0.3513506672232804,0.1752599,false,2,0.7530977,1.6030023,0,12.720581135588365,0.7530977,0.7530977,0,0,0,0,1,true,"1_day_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2203047
+842852,86,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,4198,0.45044592407556444,0.8406219010161696,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2205213
+843391,43,1,1,1,3,1,13,"92",23,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4621,1.1543987412670198,0.4765920209249663,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,2728,9.7432608819244,1.0912124530285374,0.88708854,true,1,4.912842,9.427172,-2.292755603790283,19.62228443445688,4.912842,4.912842,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2206345
+843870,34,1,2,1,3,1,13,"51",27,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,4972,1.069972717321254,0.7483436256131706,51,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,11155,8.735815821624058,0.9260801800097691,1.4187939,false,2,7.6951375,17.250496,0,12.720581135588365,7.6951375,7.6951375,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2207200
+845801,49,1,1,1,3,1,13,"44",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5334,0.6076068451712001,0.9766009840379578,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2064,10.663142215377109,-1.889238894334795,3.0435014,true,1,11.437006,23.05024,0,18.82038595699705,11.437006,11.437006,0,0,0,0,0,false,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2210684
+845801,40,2,2,1,3,1,13,"44",41,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5334,0.26969513500140146,1.4539235793603584,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11249,8.504830232995241,-0.7052478270574346,3.6910152,false,2,9.488863,22.016945,0,10.809213145320454,9.584737,9.488863,0,0,0.09587383,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2210685
+847093,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,false,false,5583,0.6707082667108237,0.6307112184813063,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,13,2,0,0,0,1,1,0,2,1,1,0,1,0,2213132
+847093,30,2,2,2,3,2,13,"81",39,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,5583,2.618749248113964,0.8165253483618393,81,"services",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,2728,6.856565496115922,-4.0349282585335,1.1036934,true,1,4.9260693,9.576126,0,19.62228443445688,4.9260693,4.9260693,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2213133
+847266,65,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,5625,0.5663769422020005,1.7199769309974093,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,53,3,0,1,1,1,0,0,3,2,2,1,0,0,2213405
+847360,35,1,2,1,3,1,13,"92",17,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,5625,0.35597446739146693,0.6834866394185755,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,6072,9.93609504137285,1.728786463630102,2.476687,false,2,10.8426,22.074196,0,15.837662090352683,10.8426,10.8426,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2213534
 849829,74,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,6104,0.3187057733950488,0.5898633094820542,0,,false,false,false,true,true,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2218638
-850412,45,1,2,1,3,1,13,"53",11,false,true,true,false,true,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6196,1.2799155932339374,1.1013510023361903,53,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,3752,9.490669824291347,-1.85065155186616,2.7060518,false,2,9.047783,18.032043,0,11.852837627574932,9.047783,9.047783,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,2219704
-850412,45,2,1,1,3,1,13,"33",15,false,true,true,true,false,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6196,0.4780022825825484,1.6193933763420327,33,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,10653,10.65052052182115,-1.6651453267270866,6.2873697,true,1,14.949956,29.54728,0,16.50478603017791,16.91241,14.949956,0,0,1.9624548,1,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2219705
+850412,45,1,2,1,3,1,13,"53",11,false,true,true,false,true,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6196,1.2799155932339372,1.1013510023361903,53,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,11155,6.893481654387173,-1.8299316072802445,2.294755,false,2,9.208688,19.190357,0,12.720581135588365,9.208688,9.208688,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,2219704
+850412,45,2,1,1,3,1,13,"33",15,false,true,true,true,false,false,false,true,false,true,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6196,0.4780022825825484,1.6193933763420327,33,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,2728,7.866510848032477,-1.1608495600019062,3.8359356,true,1,11.2067585,23.912262,0,19.62228443445688,11.2067585,11.2067585,0,0,0,1,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219705
 850412,14,3,1,4,1,7,0,"0",0,false,false,false,true,false,false,false,true,false,true,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,6196,0.6709630085423584,1.4297397241992698,0,,false,false,false,true,true,false,true,true,false,false,-1,,,11171,4.331006483643161,3.017679447359502,1.1181142,7.3840904,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219706
-850412,13,4,2,4,1,7,0,"0",0,false,false,false,false,true,false,false,true,false,true,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,6196,1.1575360670569856,0.538445824555247,0,,false,false,false,true,true,false,true,true,false,false,-1,,,586,4.587456691488105,2.4399562581030354,1.1787264,7.265704,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219707
-850412,5,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,false,false,true,true,false,false,false,false,true,true,false,false,false,1,false,false,false,false,false,6196,0.9394267503689258,0.2993838546338024,0,,false,false,false,true,true,false,true,true,false,false,-1,,,5495,10.64626532748791,2.729623043545379,2.2901201,18.055595,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219708
-851027,27,1,1,1,3,1,13,"33",51,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6419,1.649319833823006,0.4183112322344673,33,"prod_trans_move",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,5158,9.440672437380687,-3.0857931615152485,1.0108594,true,1,6.5161934,13.262632,0,17.65610434086326,6.5161934,6.5161934,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2220901
+850412,13,4,2,4,1,7,0,"0",0,false,false,false,false,true,false,false,true,false,true,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,6196,1.1575360670569854,0.5384458245552469,0,,false,false,false,true,true,false,true,true,false,false,-1,,,586,4.587456691498552,2.4399562581030354,1.1787264,7.265704,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,true,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219707
+850412,5,5,1,4,1,8,0,"0",0,false,false,false,true,false,false,false,false,false,true,true,false,false,false,false,true,true,false,false,false,1,false,false,false,false,false,6196,0.9394267503689258,0.29938385463380246,0,,false,false,false,true,true,false,true,true,false,false,-1,,,5495,10.646265346610445,2.729623043545379,2.2901201,18.055595,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2219708
+851027,27,1,1,1,3,1,13,"33",51,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,6419,1.649319833823006,0.4183112322344673,33,"prod_trans_move",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,5158,9.440672437371683,-3.0857931615152485,1.0108594,true,1,6.5161934,13.262632,0,17.65610434086326,6.5161934,6.5161934,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2220901
 852013,78,1,2,1,3,1,13,"71",39,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,6625,0.8635695701595083,0.5665675461795734,71,"services",false,true,false,false,false,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2222818
 858401,65,1,1,1,3,1,13,"81",11,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,7775,0.5129342534337146,0.5747280012531214,81,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,3,1,0,0,0,0,0,1,1,0,0,0,1,0,2234379
-859711,30,1,1,2,3,2,13,"61",25,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,8000,0.5077536138852632,1.3753187369761515,61,"services",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,6801,10.527606557128987,-0.47143272291914357,0.49026892,false,2,1.6657593,3.3297157,0,6.582514124939521,1.6657593,1.5838685,0,0,0.08189082,0,0,false,"3_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2236695
-859711,28,2,1,1,3,1,13,"22",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8000,0.2855528879320143,1.3681828205783566,22,"mngt_busi_scic_arts",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,2835,10.839273047861349,-0.9710169811104172,2.4960694,false,2,9.60337,19.051294,0,16.457872348902733,9.60337,9.60337,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2236696
+859711,30,1,1,2,3,2,13,"61",25,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,8000,0.5077536138852631,1.3753187369761515,61,"services",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,11155,7.792050074374944,-1.3710966506441469,1.542577,false,2,8.184632,17.004852,0,12.720581135588365,8.184632,8.184632,0,0,0,0,0,false,"3_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2236695
+859711,28,2,1,1,3,1,13,"22",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8000,0.2855528879320142,1.3681828205783566,22,"mngt_busi_scic_arts",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,3531,8.038381227410381,-1.0214052010193224,2.6617362,true,1,8.580817,16.361475,0,18.473412626145752,8.580817,8.580817,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2236696
 860567,76,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,8188,1.1207929331403044,0.6011859658245597,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,0,0,0,0,2,0,0,0,0,2,2,1,0,0,2238297
 860567,71,2,1,3,3,5,13,"0",0,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,8188,1.0446695475751986,2.28617834525864,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,2,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2238298
-861214,49,1,2,1,3,1,13,"92",17,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8267,1.1750172253651474,0.703008097797503,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,1437,11.318430343425545,-0.20314373799571556,2.4847794,false,2,9.81334,18.556717,0,13.529021869788146,9.81334,9.81334,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2239386
+861214,49,1,2,1,3,1,13,"92",17,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8267,1.1750172253651474,0.703008097797503,92,"mngt_busi_scic_arts",false,false,true,true,false,false,true,false,false,true,-1,,,-1,,,,0,11250,8.347556090848526,-1.5449582174167196,5.263334,false,2,18.080547,36.71179,0,18.600121044133424,18.176422,17.257397,0,0,0.9190254,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2239386
 861865,36,1,1,1,3,1,13,"54",11,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8470,0.7916470255339267,3.3067286890328274,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8000,10.497239000737471,-0.1436968863671943,0.20668493,false,2,0.7213211,1.4495103,0,7.545298652326461,0.7213211,0.7213211,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2240587
 861865,35,2,2,1,3,1,13,"56",13,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8470,0.9173337249075147,1.5518038618437793,56,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11137,10.463516113827017,-1.264713749876023,2.085977,false,2,8.329228,17.043995,0,9.31217490783074,8.329228,8.329228,0,0,0,0,0,true,"1_day_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2240588
 862635,25,1,2,1,3,1,13,"MIL",49,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8769,0.7346046984640264,0.9164839027808156,9000,"constr_maint",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,1038,9.816897687297612,-1.0017597276262677,0.35862824,true,1,1.6635396,2.9221601,0,18.755420090365853,1.6635396,1.6635396,0,0,0,1,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,3,1,0,0,0,0,0,1,1,0,0,0,1,0,2242136
-863066,65,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8861,0.3750265211014667,1.267622778588032,62,"health",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,2117,10.88724879621307,-0.9172394423499629,3.2421522,true,1,10.342203,20.658527,0,19.22180806081744,10.463712,9.955374,0,0,0.508338,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,1,0,0,0,0,1,1,0,0,0,2242922
-863066,13,2,2,4,1,7,0,"0",0,false,false,false,false,true,false,false,false,false,false,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,8861,0.462880702826623,1.1542361097481593,0,,false,false,false,true,true,false,true,true,false,false,-1,,,11171,8.201903918215686,6.416332886485718,0.3378316,2.6743784,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2242923
-863724,54,1,2,1,3,1,13,"92",11,false,true,true,false,true,false,false,false,false,true,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,9066,0.3756003764661354,1.222231138219967,92,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,615,10.585974360916746,-1.0917743869944454,3.4939597,true,1,12.154297,23.705887,0,19.68145279663628,12.154297,11.457477,0,0,0.69682026,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,2244181
+863066,65,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,8861,0.3750265211014667,1.267622778588032,62,"health",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,2728,9.034509315298896,-0.8434887429263739,2.9488342,true,1,8.554083,18.099009,0,19.62228443445688,8.554083,8.554083,0,0,0,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,1,0,0,0,0,1,0,0,0,0,1,1,0,0,0,2242922
+863066,13,2,2,4,1,7,0,"0",0,false,false,false,false,true,false,false,false,false,false,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,8861,0.46288070282662297,1.1542361097481593,0,,false,false,false,true,true,false,true,true,false,false,-1,,,11171,8.201903918215686,6.416332886485718,0.3378316,2.6743784,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,true,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2242923
+863724,54,1,2,1,3,1,13,"92",11,false,true,true,false,true,false,false,false,false,true,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,9066,0.3756003764661354,1.222231138219967,92,"mngt_busi_scic_arts",false,false,false,true,true,false,true,true,false,true,-1,,,-1,,,,0,6072,8.06984484497995,-0.9468992269438109,3.1377087,false,2,9.303664,19.617273,0,15.837662090352683,9.303664,9.303664,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,2244181
 863724,14,2,2,4,1,7,0,"0",0,false,false,false,false,true,false,false,false,false,false,true,false,false,false,false,true,false,true,false,false,2,false,false,false,false,false,9066,0.5177887157630292,0.7785251513722048,0,,false,false,false,true,true,false,true,true,false,false,-1,,,11171,5.007378482094476,4.186112598162894,0.8441732,6.315757,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2244182
-865747,71,1,2,2,3,2,13,"53",41,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10627,1.1249943861935523,0.725348332812677,53,"sales_office",false,true,false,false,false,false,false,false,false,true,-1,,,-1,,,,0,7122,9.19295687353144,-1.9580410387715137,1.1709081,false,2,4.0853477,8.948217,0,11.80004036650482,4.0853477,4.0853477,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2248362
+865747,71,1,2,2,3,2,13,"53",41,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10627,1.1249943861935525,0.7253483328126769,53,"sales_office",false,true,false,false,false,false,false,false,false,true,-1,,,-1,,,,0,7122,9.19295687353144,-1.9580410387715137,1.1709081,false,2,4.0853477,8.948217,0,11.80004036650482,4.0853477,4.0853477,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2248362
 865889,65,1,2,2,3,2,13,"62",31,false,true,true,false,true,false,true,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10629,1.008964350568211,0.5138717238760004,62,"health",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,11155,11.417485306786379,-0.45411538755636954,3.3651872,false,2,13.615152,28.280836,0,12.720581135588365,13.871886,13.549194,0,0,0.32269192,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2248596
 865889,65,2,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10629,0.34659311532632636,0.5298804967722553,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,36,2,0,0,1,0,1,0,2,1,1,0,1,0,2248597
 865889,41,3,1,1,3,1,13,"62",29,false,true,true,true,false,false,true,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10629,1.185399417226753,1.33212370210499,62,"health",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,11250,11.678403544167375,-0.15247205460355176,2.3920617,false,2,6.5525174,14.795538,0,18.600121044133424,6.8092513,6.5525174,0,0,0.2567339,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2248598
-865889,22,4,2,2,3,2,13,"722",35,false,true,true,false,true,false,true,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10629,0.8563225168365628,2.6175348877462095,722,"services",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,1861,13.820301362476547,2.9302527493794246,1.1612259,true,1,5.199298,11.83289,0,18.726506074897937,5.199298,5.199298,0,0,0,0,1,true,"1_day_week",true,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2248599
-866001,66,1,1,1,3,1,13,"52",41,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10629,1.0473208924752584,2.41434904447235,52,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2787,10.947615080348115,-2.05175966731784,1.0400655,true,1,6.550995,13.451986,0,17.67341789261658,6.550995,6.550995,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2248786
-868110,79,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10675,0.4321871998233188,0.5355748868031883,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2252254
-868143,42,1,2,1,3,1,13,"61",11,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10675,0.22621629998843823,1.7041392717081196,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10208,10.985883608474792,-0.7833796617452919,2.6614022,true,1,10.634984,20.938812,0,17.853728521879635,10.634984,10.634984,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2252304
-868143,41,2,1,1,3,1,13,"61",15,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10675,1.2588754514960994,0.7704483202330468,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3455,10.145010072981508,-3.2806305494009576,3.0283835,true,1,12.720782,24.722519,0,19.47696603652829,12.771066,12.643775,0,0,0.12729073,0,0,true,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,1,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2252305
-868503,57,1,1,1,3,1,13,"61",11,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10677,0.4223211690722549,1.5137715748792067,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8941,10.602937936833014,-1.3653779831112078,4.7611265,false,2,11.43103,22.38501,0,15.583990342304002,12.069429,11.43103,0,0,0.6383991,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2252912
-868503,57,2,1,1,3,1,13,"61",25,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10677,0.10727055659833004,0.4056573122830117,61,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,1939,11.27680972515754,-0.6761009899163041,3.7375195,true,1,14.09148,27.237146,0,18.70323948565161,14.16632,14.09148,0,0,0.07483959,0,0,true,"4_days_week",true,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2252913
-868536,53,1,1,1,3,1,13,"54",15,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10678,0.5399849171828397,0.9566548960556043,54,"mngt_busi_scic_arts",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,1770,10.474954580265674,-0.9453279385227024,1.0409173,false,2,4.2533007,8.798525,0,14.801392649825598,4.2533007,4.2533007,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,102,3,1,0,0,1,1,0,2,1,2,0,1,0,2252973
+865889,22,4,2,2,3,2,13,"722",35,false,true,true,false,true,false,true,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10629,0.8563225168365628,2.617534887746209,722,"services",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,10641,11.564860172712496,3.6062711740854567,0.4466229,true,1,1.5400646,3.1055846,0,20.80862117731011,1.5400646,1.5400646,0,0,0,0,1,true,"1_day_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2248599
+866001,66,1,1,1,3,1,13,"52",41,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10629,1.0473208924752584,2.4143490444723503,52,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,8.321172077030276,-1.0012732040611756,0.4466229,true,1,1.5400646,3.1055846,0,20.80862117731011,1.5400646,1.5400646,0,0,0,0,0,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2248786
+868110,79,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10675,0.43218719982331877,0.5355748868031884,0,,false,true,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2252254
+868143,42,1,2,1,3,1,13,"61",11,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10675,0.22621629998843823,1.7041392717081196,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10208,10.985883608474792,-0.7833796617452918,2.6614022,true,1,10.634984,20.938812,0,17.853728521879635,10.634984,10.634984,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,1,1,0,0,0,0,1,1,1,0,0,0,2,1,2252304
+868143,41,2,1,1,3,1,13,"61",15,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10675,1.2588754514960994,0.7704483202330468,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11155,7.549176220960948,-0.9964948268638409,0.6186188,false,2,2.676833,6.5990486,0,12.720581135588365,2.676833,2.676833,0,0,0,0,0,true,"3_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2252305
+868503,57,1,1,1,3,1,13,"61",11,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10677,0.42232116907225487,1.5137715748792067,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8941,10.602937936832799,-1.365377983112105,4.7611265,false,2,11.43103,22.38501,0,15.583990342304002,12.069429,11.43103,0,0,0.6383991,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2252912
+868503,57,2,1,1,3,1,13,"61",25,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10677,0.10727055659833004,0.4056573122830117,61,"services",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3531,8.813147725892241,-0.5230717978099843,2.9664223,true,1,8.746285,16.966045,0,18.473412626145752,8.746285,8.746285,0,0,0,0,0,true,"4_days_week",true,"M",true,false,false,false,"work2",false,false,2,2,false,false,0,24,2,0,0,0,2,0,0,2,2,2,1,0,0,2252913
+868536,53,1,1,1,3,1,13,"54",15,false,true,true,true,false,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10678,0.5399849171828397,0.9566548960556043,54,"mngt_busi_scic_arts",false,false,true,true,false,false,false,false,false,true,-1,,,-1,,,,0,6072,7.705414742440691,-1.7260756861912026,4.142431,false,2,14.121968,27.731438,0,15.837662090352683,14.121968,13.57468,0,0,0.54728794,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,102,3,1,0,0,1,1,0,2,1,2,0,1,0,2252973
 868536,82,2,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10678,1.2744135756947947,0.9848490722219196,0,,false,false,true,true,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2252974
 868615,22,1,1,1,3,1,13,"71",41,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,10681,0.5667246076336777,2.9618747248467225,71,"sales_office",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,1,1,1,0,1,0,0,1,0,1,0,0,0,1,0,2253130
-868615,22,2,2,1,3,1,13,"44",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10681,1.8709674065594362,1.1457948051542217,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8578,10.286686914590684,-2.4760074394079497,1.9729806,false,2,7.2900844,15.9203205,0,11.98548695768696,7.2900844,7.2900844,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2253131
+868615,22,2,2,1,3,1,13,"44",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10681,1.870967406559436,1.1457948051542215,44,"sales_office",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,8578,10.286686914590684,-2.4760074394079488,1.9729806,false,2,7.2900844,15.9203205,0,11.98548695768696,7.2900844,7.2900844,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2253131
 868881,79,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10702,0.5691536197625877,0.329643592552466,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2253658
-868944,85,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10703,2.8527466480316703,2.9125419497731126,0,,false,false,false,true,true,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2253760
+868944,85,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,false,false,false,false,false,10703,2.8527466480316703,2.9125419497731135,0,,false,false,false,true,true,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2253760
 868944,67,2,2,1,3,1,13,"62",31,false,true,true,false,true,false,true,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,10703,0.7923844522461332,2.16175580888174,62,"health",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,11204,10.610845213753036,-1.430966657928682,2.8726895,false,2,10.980967,22.34856,0,3.1646787808366943,10.980967,10.761401,0,0,0.21956539,0,1,true,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2253761
-868944,48,3,2,2,3,2,13,"23",43,false,true,true,false,true,false,true,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10703,0.744462584706069,1.161842672403008,23,"sales_office",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,3331,10.39947670734979,-0.9286389568565045,1.1513811,false,2,6.1568747,13.398003,0,13.89090013657188,6.1568747,6.1568747,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2253762
-871640,23,1,1,2,2,3,13,"722",35,false,true,true,true,false,false,false,false,false,false,false,false,false,true,false,true,false,false,false,true,4,true,false,true,true,false,11137,0.7526429040956288,0.9168011478125402,722,"services",true,false,false,false,false,false,false,false,false,true,-1,,,6603,7.078991971373004,1.0981390105864006,2.735546,12.254082,3168,13.042566959916874,2.698252551727086,1.4265153,false,2,4.8373213,9.724353,0,12.39146661854772,4.8373213,4.8373213,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2259543
-871938,45,1,1,1,3,1,13,"61",17,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11145,1.0429153378392566,0.9232365251655462,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,991,10.415219528487844,-2.494018587410416,1.9972814,true,1,9.133315,17.454372,0,18.924346205695137,9.133315,9.133315,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2260058
-872062,44,1,1,1,3,1,13,"45",41,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11146,0.5836342276153312,1.308028655262401,45,"sales_office",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,2547,12.027615283108899,0.6503193911067888,2.5917385,true,1,9.944677,20.030497,0,17.67712159680479,9.944677,9.944677,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2260254
-872090,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.4725952519295433,0.657793947654103,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,3072,11.013064523101708,-0.2209814006777893,1.4854181,false,2,5.2302914,10.443357,0,13.73991570257508,5.2302914,5.2302914,0,0,0,0,1,true,"1_day_week",true,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2260306
-872090,30,2,2,2,3,2,13,"81",39,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11147,0.7732249616821613,0.4917073407969227,81,"services",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,3371,10.490068904960165,-1.4024315387895752,1.7821139,true,1,6.6384454,13.145747,0,19.15334451420143,6.6384454,6.6384454,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2260307
-872123,44,1,1,1,3,1,13,"23",17,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.2843821050730119,0.9931985509990463,23,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,9009,11.084430363339221,-0.9405036753489098,2.8167934,true,1,10.472669,21.568346,0,18.804633111381005,10.472669,10.472669,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,7,2,0,1,0,0,1,0,2,0,0,0,1,0,2260358
-872123,51,2,2,1,3,1,13,"92",19,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.324119836453584,1.0515311494070696,92,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,7026,10.987236396906793,-0.9346794565098206,2.941166,true,1,11.56032,22.381302,0,19.2766708329847,11.56032,11.151664,0,0,0.40865612,0,1,false,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2260359
-872300,23,1,1,2,2,3,13,"722",35,false,true,true,true,false,false,false,false,false,false,false,false,false,true,false,true,false,false,false,true,4,true,false,true,true,false,11150,0.5152970891707306,1.279309059940338,722,"services",true,false,false,false,false,false,false,false,false,true,-1,,,6603,6.372505564898484,1.33742846918162,2.5121188,16.580612,437,13.329799318089231,2.7104422914089845,2.3893762,true,1,8.509328,16.747784,0,18.04534282601568,8.509328,8.509328,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,41,2,0,1,1,0,0,0,2,1,1,0,0,0,2260636
-872550,29,1,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.722041250654401,1.2610795227218112,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,3724,10.406201642798496,-0.9668834502356343,1.3256809,false,2,5.969612,11.610923,0,14.44626031424351,5.969612,5.969612,0,0,0,0,0,true,"3_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2261093
-872550,27,2,1,1,3,1,13,"53",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.15491211071647681,0.5012121525431983,53,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,7026,11.036497001459722,-0.5870749459457111,3.909881,true,1,12.836079,26.589178,0,19.2766708329847,14.728175,12.836079,0,0,1.8920965,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261094
-872550,27,3,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.7299398644103434,3.226157960054563,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,9095,10.341022313993074,-1.059313446451724,2.2082763,false,2,7.4417305,14.354532,0,12.266841838321133,7.4417305,7.4417305,0,0,0,0,0,true,"3_days_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261095
+868944,48,3,2,2,3,2,13,"23",43,false,true,true,false,true,false,true,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,10703,0.744462584706069,1.1618426724030082,23,"sales_office",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,6072,7.4773818242505685,-2.1772396104472955,3.153482,false,2,13.633819,26.804188,0,15.837662090352683,13.633819,13.633819,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2253762
+871640,23,1,1,2,2,3,13,"722",35,false,true,true,true,false,false,false,false,false,false,false,false,false,true,false,true,false,false,false,true,4,true,false,true,true,false,11137,0.7526429040956286,0.9168011478125402,722,"services",true,false,false,false,false,false,false,false,false,true,-1,,,6603,7.078991971373004,1.0981390105864008,2.735546,12.254082,11155,10.523467317705926,2.2730214280106775,1.8515253,false,2,7.1002245,15.540637,0,12.720581135588365,7.1002245,7.1002245,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2259543
+871938,45,1,1,1,3,1,13,"61",17,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11145,1.0429153378392566,0.9232365251655462,61,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,7.842588792900052,-2.0138548985110543,1.8092715,true,1,7.2204328,13.885457,0,19.62228443445688,7.2204328,7.2204328,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2260058
+872062,44,1,1,1,3,1,13,"45",41,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11146,0.5836342276153312,1.308028655262401,45,"sales_office",false,true,false,false,false,false,true,false,false,true,-1,,,-1,,,,0,10641,9.448635326072525,0.39626455538701744,2.4485672,true,1,10.062536,19.854996,0,20.80862117731011,10.062536,10.062536,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,6,1,0,1,0,0,0,0,1,0,0,0,0,0,2260254
+872090,38,1,1,1,3,1,13,"56",15,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.4725952519295433,0.657793947654103,56,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,10641,8.437322743150002,-1.0582194622829273,2.6692286,true,1,10.502266,20.734488,0,20.80862117731011,10.502266,10.502266,0,0,0,0,1,true,"1_day_week",true,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2260306
+872090,30,2,2,2,3,2,13,"81",39,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11147,0.7732249616821613,0.4917073407969227,81,"services",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,3371,10.490068904960145,-1.4024315387895752,1.7821139,true,1,6.6384454,13.145747,0,19.15334451420143,6.6384454,6.6384454,0,0,0,0,0,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,2260307
+872123,44,1,1,1,3,1,13,"23",17,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.2843821050730119,0.9931985509990463,23,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,10641,8.418043324223294,-0.9098606667880015,2.6692286,true,1,10.502266,20.734488,0,20.80862117731011,10.502266,10.502266,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,7,2,0,1,0,0,1,0,2,0,0,0,1,0,2260358
+872123,51,2,2,1,3,1,13,"92",19,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11147,0.32411983645358394,1.0515311494070696,92,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,7026,10.98723639690674,-0.9346794565098204,2.941166,true,1,11.56032,22.381302,0,19.2766708329847,11.56032,11.151664,0,0,0.40865612,0,1,false,"4_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2260359
+872300,23,1,1,2,2,3,13,"722",35,false,true,true,true,false,false,false,false,false,false,false,false,false,true,false,true,false,false,false,true,4,true,false,true,true,false,11150,0.5152970891707306,1.279309059940338,722,"services",true,false,false,false,false,false,false,false,false,true,-1,,,6603,6.372505564898484,1.3374284691816203,2.5121188,16.580612,11155,10.58829831480857,3.8135797204482067,0.736075,false,2,3.9021435,9.070937,0,12.720581135588365,3.9021435,3.9021435,0,0,0,0,1,false,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,41,2,0,1,1,0,0,0,2,1,1,0,0,0,2260636
+872550,29,1,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.722041250654401,1.2610795227218115,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,2728,7.779102062484113,-1.6698040681759059,3.217113,true,1,9.889644,19.926548,0,19.62228443445688,10.828018,9.889644,0,0,0.9383745,0,0,true,"3_days_week",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,12,1,0,0,0,1,0,0,1,1,1,0,0,0,2261093
+872550,27,2,1,1,3,1,13,"53",13,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.15491211071647681,0.5012121525431982,53,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11155,8.354548530689803,-0.2813700246019039,1.4356408,false,2,6.8110514,14.124124,0,12.720581135588365,6.8110514,6.8110514,0,0,0,0,0,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261094
+872550,27,3,1,1,3,1,13,"54",23,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11159,0.7299398644103434,3.226157960054564,54,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,false,true,-1,,,-1,,,,0,11250,7.74317703471184,-1.9601468511460787,4.1190114,false,2,11.299388,24.840439,0,18.600121044133424,11.395262,11.299388,0,0,0.09587383,0,0,true,"3_days_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261095
 872713,40,1,1,1,3,1,13,"52",11,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,true,false,false,false,11163,0.6195368287845904,0.6326315758185149,52,"mngt_busi_scic_arts",false,false,false,true,true,false,true,false,true,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",true,"N",true,false,false,false,"",false,false,0,0,false,false,0,89,1,1,0,0,0,0,0,0,0,1,0,0,0,2261362
 872821,35,1,1,1,3,1,13,"62",29,false,true,true,true,false,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11165,1.5831256180848108,0.6665387533975334,62,"health",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,10674,9.905020172860596,-2.2770224356169995,1.7231215,false,2,5.464694,11.894108,0,13.330934764673833,5.464694,5.464694,0,0,0,0,1,false,"No_Telecommute",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261550
-872821,35,2,2,1,3,1,13,"722",11,false,true,true,false,true,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11165,0.24453081267358176,0.6829501297394542,722,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,2841,11.212516412574184,-0.1845114076521421,2.6309865,true,1,9.401718,18.062891,0,20.387247801258315,9.401718,9.401718,0,0,0,0,0,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261551
-872821,37,3,2,2,3,2,13,"722",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11165,0.5837822671121634,0.6252257412852908,722,"sales_office",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,8578,10.575376927998374,-0.6642428932733232,1.912191,false,2,6.9186835,14.636079,0,11.98548695768696,6.9186835,6.9186835,0,0,0,0,0,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2261552
-873254,51,1,1,2,3,2,13,"81",21,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11179,1.0211878032223614,0.2883831392043701,81,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,2705,9.169277517000666,-3.301186945824738,3.9762719,true,1,11.290378,22.551735,0,19.628669207126176,11.290378,11.256349,0,0,0.034029007,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,2,2,0,1,0,0,2,0,2,0,0,0,2,1,2262297
-873254,49,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11179,0.6684798528102218,0.6312859717555583,54,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,10674,10.139181107117878,-1.3640470252622545,3.3490436,false,2,11.130631,18.093266,0,13.330934764673833,11.130631,11.096602,0,0,0.034029007,0,0,false,"4_days_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2262298
+872821,35,2,2,1,3,1,13,"722",11,false,true,true,false,true,false,false,false,false,false,true,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11165,0.24453081267358176,0.6829501297394542,722,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,6072,8.48697875199774,-0.11787625320153061,2.0866466,false,2,6.765752,14.500082,0,15.837662090352683,6.765752,6.765752,0,0,0,0,0,true,"No_Telecommute",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2261551
+872821,37,3,2,2,3,2,13,"722",43,false,true,true,false,true,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11165,0.5837822671121634,0.6252257412852908,722,"sales_office",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,11155,7.798263167919434,-0.6326196979929889,1.912191,false,2,6.9186835,14.636079,0,12.720581135588365,6.9186835,6.9186835,0,0,0,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,2261552
+873254,51,1,1,2,3,2,13,"81",21,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,false,0,true,false,true,true,false,11179,1.0211878032223614,0.28838313920437003,81,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,2705,9.169277517003497,-3.301186945824738,3.9762719,true,1,11.290378,22.551735,0,19.628669207126176,11.290378,11.256349,0,0,0.034029007,0,1,true,"No_Telecommute",false,"N",true,false,false,false,"",false,false,0,0,false,false,1,2,2,0,1,0,0,2,0,2,0,0,0,2,1,2262297
+873254,49,2,1,1,3,1,13,"54",13,false,true,true,true,false,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,true,true,false,true,false,11179,0.6684798528102218,0.6312859717555583,54,"mngt_busi_scic_arts",false,false,false,true,true,false,false,false,false,true,-1,,,-1,,,,0,10674,10.139181107121274,-1.3640470252622545,3.3490436,false,2,11.130631,18.093266,0,13.330934764673833,11.130631,11.096602,0,0,0.034029007,0,0,false,"4_days_week",false,"M",true,false,false,false,"work1",false,false,1,1,false,false,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2262298
 1233342,17,1,1,3,1,6,0,"0",0,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,true,false,false,true,false,3,false,false,false,false,false,2,0.6378757161390666,0.8068211869911992,0,,true,false,false,false,false,false,true,false,false,false,-1,,,2550,15.740435218570783,32.04979655796902,1.4124311,13.631781,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"M",true,false,false,false,"school1",false,false,1,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,3238914
-1234751,60,1,2,3,3,4,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,751,0.3324363019264754,0.9715251322761025,0,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3240323
-1235116,55,1,2,3,3,4,13,"45",53,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,751,1.16167061314918,0.924475440362047,45,"prod_trans_move",true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3240688
+1234751,60,1,2,3,3,4,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,751,0.3324363019264754,0.9715251322761026,0,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3240323
+1235116,55,1,2,3,3,4,13,"45",53,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,751,1.16167061314918,0.9244754403620473,45,"prod_trans_move",true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,0,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3240688
 1235218,71,1,2,3,3,5,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,751,0.6004188356446827,0.4842857472120502,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3240790
 1236448,43,1,2,3,3,4,13,"0",0,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1625,1.1978400507453075,0.6647933694169244,0,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,35,1,0,0,1,0,0,0,1,1,1,0,0,0,3242020
-1237313,49,1,1,3,3,4,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1729,0.9846247897947334,1.3811101117487792,0,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,3242885
+1237313,49,1,1,3,3,4,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,1729,0.9846247897947334,1.381110111748779,0,,true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"N",true,false,false,false,"",false,false,0,0,false,false,0,1,1,0,0,0,0,1,0,1,0,0,0,1,0,3242885
 1239207,27,1,2,3,3,4,13,"722",41,false,true,true,false,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,2918,0.9173862562372176,0.6725859639050054,722,"sales_office",true,false,false,false,false,true,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3244779
 1242103,80,1,1,3,3,5,13,"0",0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,false,false,false,false,5495,1.4921366498703188,0.6819701566980244,0,,true,false,false,false,false,false,false,false,false,false,-1,,,-1,,,,0,-1,,,,false,,,0,0,0,0,0,0,0,0,0,1,false,"",false,"H",false,false,false,false,"",false,false,0,0,false,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3247675
diff --git a/test/regress/final_tours.csv b/test/regress/final_tours.csv
index 2994951..12b2bc8 100644
--- a/test/regress/final_tours.csv
+++ b/test/regress/final_tours.csv
@@ -1,230 +1,238 @@
 "person_id","tour_type","tour_type_count","tour_type_num","tour_num","tour_count","tour_category","number_of_participants","destination","origin","household_id","start","end","duration","school_esc_outbound","school_esc_inbound","num_escortees","tdd","tour_id_temp","composition","is_external_tour","is_internal_tour","destination_logsum","vehicle_occup_1","vehicle_occup_2","vehicle_occup_3.5","tour_mode","mode_choice_logsum","selected_vehicle","atwork_subtour_frequency","parent_tour_id","stop_frequency","primary_purpose","tour_id"
-2100540,"shopping",4,1,1,4,"joint",2,551,49,784728,21,24,3,,,,773,9,"adults",false,true,12.784194512106893,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",-0.5276062101570185,"Car_3_Gas","",,"0out_1in","shopping",105027019
-2100540,"shopping",4,2,2,4,"joint",2,81,49,784728,15,16,1,,,,582,10,"adults",false,true,13.384215887272175,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",-0.8812299277763727,"Car_3_Gas","",,"0out_1in","shopping",105027020
-2100540,"shopping",4,3,3,4,"non_mandatory",1,49,49,784728,14,15,1,,,,547,,,false,true,13.633429042080063,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.8591453243840848,,"",,"0out_0in","shopping",105027041
-2100540,"shopping",4,4,4,4,"non_mandatory",1,12985,49,784728,25,26,1,,,,877,,,false,true,12.088778961839214,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",2.2952734851869963,"Car_3_Gas","",,"3out_2in","shopping",105027042
-2100541,"othmaint",1,1,1,1,"non_mandatory",1,3410,49,784728,33,33,0,,,,1040,,,false,true,14.41836896770108,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.223230440383296,,"",,"1out_1in","othmaint",105027079
-2101065,"eat",1,1,1,1,"atwork",1,519,2841,785054,18,20,2,,,,682,,,,,8.380232580261053,,,,"WALK",2.767048807253185,"non_hh_veh","",105053298,"0out_0in","atwork",105053254
+2100540,"shopping",4,1,1,4,"joint",2,551,49,784728,21,24,3,,,,773,9,"adults",false,true,12.78419453033553,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",-0.5276062101570185,"Car_3_Gas","",,"0out_1in","shopping",105027019
+2100540,"shopping",4,2,2,4,"joint",2,81,49,784728,15,16,1,,,,582,10,"adults",false,true,13.384215881410176,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",-0.8812299277763727,"Car_3_Gas","",,"0out_1in","shopping",105027020
+2100540,"shopping",4,3,3,4,"non_mandatory",1,49,49,784728,14,15,1,,,,547,,,false,true,13.633429041571986,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.8591453243840848,,"",,"0out_0in","shopping",105027041
+2100540,"shopping",4,4,4,4,"non_mandatory",1,12985,49,784728,25,26,1,,,,877,,,false,true,12.088778982901287,"Car_3_Gas","Car_3_Gas","Car_3_Gas","SHARED2",2.2952734851869963,"Car_3_Gas","",,"3out_2in","shopping",105027042
+2100541,"othmaint",1,1,1,1,"non_mandatory",1,3410,49,784728,33,33,0,,,,1040,,,false,true,14.418369006587898,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.223230440383296,,"",,"1out_1in","othmaint",105027079
+2101065,"eat",1,1,1,1,"atwork",1,519,2841,785054,18,20,2,,,,682,,,,,8.380232588764807,,,,"WALK",2.767048807253185,"non_hh_veh","",105053298,"0out_0in","atwork",105053254
 2101065,"work",1,1,1,1,"mandatory",1,2841,81,785054,10,30,20,,,,416,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",1.9817544804157252,"non_hh_veh","eat",,"1out_0in","work",105053298
-2101546,"shopping",1,1,1,1,"non_mandatory",1,1293,86,785371,16,18,2,,,,617,,,false,true,13.782759139105046,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",3.835979338578888,"non_hh_veh","",,"1out_0in","shopping",105077341
-2101632,"othdiscr",2,1,2,3,"non_mandatory",1,86,86,785431,17,31,14,,,,662,,,false,true,17.569474367523373,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.388639387548427,,"",,"0out_2in","othdiscr",105081625
-2101632,"othdiscr",2,2,3,3,"non_mandatory",1,2832,86,785431,9,14,5,,,,361,,,false,true,17.95365622493385,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.375993635423734,,"",,"0out_0in","othdiscr",105081626
-2101632,"othmaint",1,1,1,3,"non_mandatory",1,86,86,785431,16,17,1,,,,616,,,false,true,15.654691559867874,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.83512383596558,,"",,"0out_1in","othmaint",105081629
-2102989,"othmaint",1,1,1,1,"non_mandatory",1,11155,147,786196,28,28,0,,,,945,,,false,true,13.395279274480778,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","SHARED2",-2.2658042539584997,"SUV_11_Gas","",,"0out_0in","othmaint",105149479
-2104424,"work",1,1,1,1,"mandatory",1,1625,204,786980,18,37,19,,,,699,,,false,true,,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","SHARED2",-1.5232409870320345,"Pickup_20_Gas","no_subtours",,"0out_0in","work",105221248
-2104425,"eatout",1,1,2,2,"non_mandatory",1,3243,204,786980,28,29,1,,,,946,,,false,true,15.688277880542076,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","WALK",1.350742492895049,,"",,"0out_0in","eatout",105221256
-2104425,"work",1,1,1,2,"mandatory",1,8578,204,786980,10,28,18,,,,414,,,false,true,,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","SHARED2",-1.244066284770072,"Pickup_20_Gas","no_subtours",,"0out_0in","work",105221298
-2104426,"eat",1,1,1,1,"atwork",1,1770,5503,786980,23,23,0,,,,825,,,,,8.931504276867201,,,,"SHARED2",0.35017038799905037,"Pickup_20_Gas","",105221348,"0out_0in","atwork",105221304
+2101546,"shopping",1,1,1,1,"non_mandatory",1,1293,86,785371,16,18,2,,,,617,,,false,true,13.782759139007892,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",3.835979338578888,"non_hh_veh","",,"1out_0in","shopping",105077341
+2101632,"othdiscr",2,1,2,3,"non_mandatory",1,86,86,785431,17,31,14,,,,662,,,false,true,17.56947436742105,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.388639387548427,,"",,"0out_2in","othdiscr",105081625
+2101632,"othdiscr",2,2,3,3,"non_mandatory",1,2832,86,785431,9,14,5,,,,361,,,false,true,17.953656224689816,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.375993635423734,,"",,"0out_0in","othdiscr",105081626
+2101632,"othmaint",1,1,1,3,"non_mandatory",1,86,86,785431,16,17,1,,,,616,,,false,true,15.65469155833547,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.83512383596558,,"",,"0out_1in","othmaint",105081629
+2102989,"othmaint",1,1,1,1,"non_mandatory",1,11155,147,786196,28,28,0,,,,945,,,false,true,13.395279283325118,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","SHARED2",-2.2658042539584997,"SUV_11_Gas","",,"0out_0in","othmaint",105149479
+2104424,"work",1,1,1,1,"mandatory",1,11155,204,786980,19,35,16,,,,727,,,false,true,,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","WALK",-0.5532380468668378,,"no_subtours",,"0out_0in","work",105221248
+2104425,"eatout",1,1,2,2,"non_mandatory",1,3243,204,786980,28,29,1,,,,946,,,false,true,15.688277880031006,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","WALK",1.350742492895049,,"",,"0out_0in","eatout",105221256
+2104425,"work",1,1,1,2,"mandatory",1,8578,204,786980,10,28,18,,,,414,,,false,true,,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","SHARED2",-1.2440662847700716,"Pickup_20_Gas","no_subtours",,"0out_0in","work",105221298
+2104426,"eat",1,1,1,1,"atwork",1,1770,5503,786980,23,23,0,,,,825,,,,,8.93150427680176,,,,"SHARED2",0.35017038799905037,"Pickup_20_Gas","",105221348,"0out_0in","atwork",105221304
 2104426,"work",1,1,1,1,"mandatory",1,5503,204,786980,11,39,28,,,,463,,,false,true,,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","DRIVEALONE",-0.25885942648703625,"Pickup_20_Gas","eat",,"0out_0in","work",105221348
-2106557,"eatout",1,1,2,2,"non_mandatory",1,288,288,788147,13,14,1,,,,511,,,false,true,16.54002132157871,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",1.6215709530445697,,"",,"0out_0in","eatout",105327856
-2106557,"shopping",1,1,1,2,"non_mandatory",1,6726,288,788147,19,24,5,,,,716,,,false,true,10.050914316024395,"Car_12_Gas","Car_12_Gas","Car_12_Gas","DRIVEALONE",-0.24799593418886876,"Car_12_Gas","",,"0out_1in","shopping",105327891
-2109633,"othdiscr",1,1,1,1,"non_mandatory",1,3359,506,789606,19,23,4,,,,715,,,false,true,20.990064420961048,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",1.6898922062611874,,"",,"0out_0in","othdiscr",105481675
-2113804,"othmaint",1,1,1,1,"non_mandatory",1,1015,707,791851,10,21,11,,,,407,,,false,true,13.053400214763656,"Car_9_Gas","Car_9_Gas","Car_9_Gas","WALK",1.4759417765871965,,"",,"0out_0in","othmaint",105690229
-2113948,"shopping",1,1,3,3,"non_mandatory",1,8749,708,791940,27,30,3,,,,926,,,false,true,11.228870964583537,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","WALK",0.832417114672616,,"",,"3out_0in","shopping",105697441
-2113948,"work",2,1,1,3,"mandatory",1,1305,708,791940,9,27,18,,,,374,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-1.219645587486672,"SUV_10_Gas","no_subtours",,"0out_1in","work",105697448
-2113948,"work",2,2,2,3,"mandatory",1,1305,708,791940,34,35,1,,,,1057,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","WALK",-1.1608517750529144,,"no_subtours",,"0out_0in","work",105697449
-2113949,"work",2,1,1,2,"mandatory",1,8582,708,791940,6,16,10,,,,240,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-1.114139988807919,"SUV_10_Gas","no_subtours",,"0out_0in","work",105697498
-2113949,"work",2,2,2,2,"mandatory",1,8582,708,791940,21,31,10,,,,780,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","WALK",-1.1155325987840021,,"no_subtours",,"0out_0in","work",105697499
+2106557,"eatout",1,1,2,2,"non_mandatory",1,288,288,788147,13,14,1,,,,511,,,false,true,16.540021321581268,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",1.6215709530445697,,"",,"0out_0in","eatout",105327856
+2106557,"shopping",1,1,1,2,"non_mandatory",1,6726,288,788147,19,24,5,,,,716,,,false,true,10.050914336128065,"Car_12_Gas","Car_12_Gas","Car_12_Gas","DRIVEALONE",-0.24799593418886876,"Car_12_Gas","",,"0out_1in","shopping",105327891
+2109633,"othdiscr",1,1,1,1,"non_mandatory",1,3359,506,789606,19,23,4,,,,715,,,false,true,20.99006442093605,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",1.6898922062611874,,"",,"0out_0in","othdiscr",105481675
+2113804,"othmaint",1,1,1,1,"non_mandatory",1,1015,707,791851,10,21,11,,,,407,,,false,true,13.053400213959028,"Car_9_Gas","Car_9_Gas","Car_9_Gas","WALK",1.4759417765871965,,"",,"0out_0in","othmaint",105690229
+2113948,"othmaint",1,1,2,2,"non_mandatory",1,10641,708,791940,30,30,0,,,,986,,,false,true,13.180986407538303,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",0.7065045094573518,"SUV_10_Gas","",,"3out_3in","othmaint",105697429
+2113948,"work",1,1,1,2,"mandatory",1,10641,708,791940,9,29,20,,,,376,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-0.05260185075837563,"SUV_10_Gas","no_subtours",,"0out_1in","work",105697448
+2113949,"work",2,1,1,2,"mandatory",1,10641,708,791940,6,16,10,,,,240,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-0.04853976032113151,"SUV_10_Gas","no_subtours",,"0out_0in","work",105697498
+2113949,"work",2,2,2,2,"mandatory",1,10641,708,791940,22,22,0,,,,798,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","WALK",-0.048544901445762206,,"no_subtours",,"0out_0in","work",105697499
 2120764,"school",1,1,1,3,"mandatory",1,1364,981,795895,14,26,12,,,,558,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED3",0.2821065860761726,"non_hh_veh","",,"2out_0in","univ",106038233
-2120764,"escort",2,1,2,3,"non_mandatory",1,2728,981,795895,11,11,0,"pure_escort",,1,435,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.913045270090733,,"",,"0out_0in","escort",106038235
+2120764,"escort",2,1,2,3,"non_mandatory",1,2728,981,795895,11,11,0,"pure_escort",,1,435,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.9130452700907323,,"",,"0out_0in","escort",106038235
 2120764,"escort",2,2,3,3,"non_mandatory",1,162,981,795895,31,31,0,,"pure_escort",1,1005,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.415956393881306,,"",,"0out_0in","escort",106038236
 2120766,"school",1,1,1,1,"mandatory",1,2728,981,795895,11,35,24,"pure_escort",,,459,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",34.899854657204,,"",,"0out_0in","school",106038333
 2120767,"school",1,1,1,1,"mandatory",1,1062,981,795895,12,13,1,,,,474,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED3",36.396845668661555,"non_hh_veh","",,"1out_2in","school",106038383
 2120768,"school",1,1,1,1,"mandatory",1,162,981,795895,13,31,18,,"pure_escort",,528,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",34.54899420762934,,"",,"0out_0in","school",106038433
-2120829,"eat",1,1,1,1,"atwork",1,8075,465,795936,22,23,1,,,,799,,,,,8.214925438051418,,,,"WALK",-0.19306095159858355,,"",106041498,"0out_0in","atwork",106041454
-2120829,"work",1,1,1,1,"mandatory",1,465,984,795936,9,32,23,,,,379,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.1583971013543546,,"eat",,"0out_0in","work",106041498
-2121572,"othdiscr",1,1,1,2,"joint",2,1013,1013,796337,31,36,5,,,,1010,11,"adults",false,true,21.072892668659584,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","SHARED2",-0.28486698536660515,"SUV_11_Gas","",,"0out_0in","othdiscr",106078615
-2121572,"shopping",1,1,2,2,"non_mandatory",1,1939,1013,796337,28,28,0,,,,945,,,false,true,12.078433686071111,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","WALK",1.6211323040671632,,"",,"3out_3in","shopping",106078641
+2120829,"eat",1,1,1,1,"atwork",1,10645,10641,795936,22,23,1,,,,799,,,,,9.655652452634538,,,,"WALK",3.1161425494668524,,"",106041498,"0out_0in","atwork",106041454
+2120829,"work",1,1,1,1,"mandatory",1,10641,984,795936,9,31,22,,,,378,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.4083520577742257,,"eat",,"0out_0in","work",106041498
+2121572,"othdiscr",1,1,1,2,"joint",2,1013,1013,796337,31,36,5,,,,1010,11,"adults",false,true,21.072892668634434,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","SHARED2",-0.28486698536660515,"SUV_11_Gas","",,"0out_0in","othdiscr",106078615
+2121572,"shopping",1,1,2,2,"non_mandatory",1,1939,1013,796337,28,28,0,,,,945,,,false,true,12.078433690398661,"SUV_11_Gas","SUV_11_Gas","SUV_11_Gas","WALK",1.6211323040671632,,"",,"3out_3in","shopping",106078641
 2122521,"social",1,1,1,1,"joint",2,24329,1038,796974,13,22,9,,,,519,19,"adults",false,true,6.422431504297589,"Pickup_20_Gas","Pickup_20_Gas","Pickup_20_Gas","SHARED2",-7.469444472036766,"Pickup_20_Gas","",,"0out_1in","social",106126071
-2122917,"work",1,1,1,1,"mandatory",1,6660,1050,797235,11,32,21,,,,456,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",-2.4611879160192878,"Car_8_Gas","no_subtours",,"0out_0in","work",106145898
-2123021,"escort",2,1,3,4,"non_mandatory",1,7867,1056,797317,10,10,0,,,,396,,,false,true,16.795889256395714,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.314565025315445,,"",,"0out_1in","escort",106151059
-2123021,"escort",2,2,4,4,"non_mandatory",1,1196,1056,797317,27,27,0,,,,923,,,false,true,17.386198143678875,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.0766388182495166,,"",,"0out_1in","escort",106151060
-2123021,"work",2,1,1,4,"mandatory",1,991,1056,797317,10,13,3,,,,399,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.4581780413751844,,"no_subtours",,"0out_0in","work",106151098
-2123021,"work",2,2,2,4,"mandatory",1,991,1056,797317,25,27,2,,,,878,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.460742695079153,,"no_subtours",,"0out_0in","work",106151099
+2122917,"work",1,1,1,1,"mandatory",1,10641,1050,797235,11,37,26,,,,461,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",-2.134933705143393,"Car_8_Gas","no_subtours",,"0out_0in","work",106145898
+2123021,"escort",2,1,3,4,"non_mandatory",1,7867,1056,797317,10,10,0,,,,396,,,false,true,16.79588925646518,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.314565025315445,,"",,"0out_1in","escort",106151059
+2123021,"escort",2,2,4,4,"non_mandatory",1,1196,1056,797317,24,25,1,,,,852,,,false,true,17.386198143590676,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.0758683731499956,,"",,"0out_1in","escort",106151060
+2123021,"work",2,1,1,4,"mandatory",1,2728,1056,797317,10,14,4,,,,400,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.0021871352435263,,"no_subtours",,"0out_0in","work",106151098
+2123021,"work",2,2,2,4,"mandatory",1,2728,1056,797317,25,28,3,,,,879,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.00538203244217,,"no_subtours",,"0out_0in","work",106151099
 2123022,"school",1,1,1,1,"mandatory",1,6452,1056,797317,8,27,19,,,,334,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SCH_BUS",36.05106743765484,,"",,"0out_0in","school",106151133
 2123023,"school",1,1,1,1,"mandatory",1,1155,1056,797317,11,27,16,,,,451,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED3",35.1074697164155,"non_hh_veh","",,"0out_3in","school",106151183
-2123024,"escort",1,1,1,2,"non_mandatory",1,2651,1056,797317,25,27,2,,,,878,,,false,true,18.424492112774235,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",6.52413248449212,,"",,"0out_1in","escort",106151209
-2123024,"othdiscr",1,1,2,2,"non_mandatory",1,1056,1056,797317,15,24,9,,,,590,,,false,true,21.870875302660714,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",7.114328206677363,,"",,"0out_0in","othdiscr",106151225
-2123028,"eat",1,1,1,1,"atwork",1,2064,6611,797317,32,32,0,,,,1023,,,,,9.537086811974508,,,,"WALK",3.2255946344141093,"non_hh_veh","",106151449,"0out_0in","atwork",106151405
+2123024,"escort",1,1,1,2,"non_mandatory",1,2651,1056,797317,25,27,2,,,,878,,,false,true,18.424492112874095,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",6.52413248449212,,"",,"0out_1in","escort",106151209
+2123024,"othdiscr",1,1,2,2,"non_mandatory",1,1056,1056,797317,15,24,9,,,,590,,,false,true,21.870875302850564,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",7.114328206677363,,"",,"0out_0in","othdiscr",106151225
+2123028,"eat",1,1,1,1,"atwork",1,2064,6611,797317,32,32,0,,,,1023,,,,,9.537086812902611,,,,"WALK",3.2255946344141093,"non_hh_veh","",106151449,"0out_0in","atwork",106151405
 2123028,"work",2,1,1,2,"mandatory",1,6611,1056,797317,8,31,23,,,,338,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.8535862313537952,,"no_subtours",,"0out_0in","work",106151448
 2123028,"work",2,2,2,2,"mandatory",1,6611,1056,797317,32,43,11,,,,1034,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",1.8693174948439983,"non_hh_veh","eat",,"0out_0in","work",106151449
-2123609,"eat",1,1,1,1,"atwork",1,3341,263,797657,35,37,2,,,,1073,,,,,10.09539220088153,,,,"WALK",3.1131993610710085,,"",106180498,"0out_0in","atwork",106180454
-2123609,"othdiscr",1,1,2,2,"non_mandatory",1,1062,1062,797657,21,29,8,,,,778,,,false,true,22.325720208842665,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.36601062297162,,"",,"0out_0in","othdiscr",106180475
-2123609,"work",1,1,1,2,"mandatory",1,263,1062,797657,30,46,16,,,,1002,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.3365349840569545,,"eat",,"0out_0in","work",106180498
-2126311,"social",1,1,1,1,"joint",2,493,1215,799176,30,33,3,,,,989,1,"adults",false,true,16.74240705978637,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",-1.665285309902433,"non_hh_veh","",,"0out_0in","social",106315571
-2127090,"othmaint",1,1,1,1,"non_mandatory",1,2787,1272,799627,9,30,21,,,,377,,,false,true,14.165139244984935,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",1.9874370327870874,,"",,"2out_2in","othmaint",106354529
-2127091,"othdiscr",1,1,1,1,"non_mandatory",1,1272,1272,799627,15,15,0,,,,581,,,false,true,20.621519642858036,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",2.927718919888094,,"",,"0out_1in","othdiscr",106354575
-2127092,"work",1,1,1,1,"mandatory",1,1508,1272,799627,12,31,19,,,,492,,,false,true,,"Car_20_Gas","Car_20_Gas","Car_20_Gas","DRIVEALONE",0.751906057285519,"Car_20_Gas","no_subtours",,"0out_0in","work",106354648
+2123609,"eat",1,1,1,1,"atwork",1,2728,2728,797657,35,40,5,,,,1076,,,,,11.799882128092964,,,,"WALK",3.5124300510398885,,"",106180498,"0out_0in","atwork",106180454
+2123609,"othdiscr",1,1,2,2,"non_mandatory",1,1062,1062,797657,21,29,8,,,,778,,,false,true,22.32572020861277,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.36601062297162,,"",,"0out_0in","othdiscr",106180475
+2123609,"work",1,1,1,2,"mandatory",1,2728,1062,797657,30,48,18,,,,1004,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.9882318359242972,,"eat",,"0out_0in","work",106180498
+2126311,"social",1,1,1,1,"joint",2,493,1215,799176,30,33,3,,,,989,1,"adults",false,true,16.742407059424107,"non_hh_veh","non_hh_veh","non_hh_veh","SHARED2",-1.665285309902433,"non_hh_veh","",,"0out_0in","social",106315571
+2127090,"othmaint",1,1,1,1,"non_mandatory",1,2787,1272,799627,9,30,21,,,,377,,,false,true,14.16513924337932,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",1.9874370327870874,,"",,"2out_2in","othmaint",106354529
+2127091,"othdiscr",1,1,1,1,"non_mandatory",1,1272,1272,799627,15,15,0,,,,581,,,false,true,20.621519642742015,"Car_20_Gas","Car_20_Gas","Car_20_Gas","WALK",2.927718919888094,,"",,"0out_1in","othdiscr",106354575
+2127092,"work",1,1,1,1,"mandatory",1,3531,1272,799627,12,32,20,,,,493,,,false,true,,"Car_20_Gas","Car_20_Gas","Car_20_Gas","DRIVEALONE",1.130999048219766,"Car_20_Gas","no_subtours",,"0out_0in","work",106354648
 2133551,"work",1,1,1,1,"mandatory",1,3410,1492,803225,18,35,17,,,,697,,,false,true,,"Car_19_Gas","Car_19_Gas","Car_19_Gas","WALK",-0.502813334418163,,"no_subtours",,"0out_0in","work",106677598
-2133552,"othmaint",1,1,1,1,"non_mandatory",1,8578,1492,803225,22,29,7,,,,805,,,false,true,12.629323520541345,"Car_19_Gas","Car_19_Gas","Car_19_Gas","DRIVEALONE",-7.397139149177121,"Car_19_Gas","",,"0out_0in","othmaint",106677629
-2133553,"escort",1,1,1,1,"non_mandatory",1,36,1492,803225,10,12,2,,,,398,,,false,true,16.01721102661124,"Car_19_Gas","non_hh_veh","Car_19_Gas","WALK",2.494874430421035,,"",,"0out_0in","escort",106677659
-2136799,"othmaint",1,1,2,2,"non_mandatory",1,2705,1577,805047,13,21,8,,,,518,,,false,true,12.918569793797893,"Car_13_Gas","Car_13_Gas","Car_10_Gas","WALK",1.06504941074593,,"",,"3out_3in","othmaint",106839979
+2133552,"othmaint",1,1,1,1,"non_mandatory",1,8578,1492,803225,22,29,7,,,,805,,,false,true,12.62932352035748,"Car_19_Gas","Car_19_Gas","Car_19_Gas","DRIVEALONE",-7.397139149177121,"Car_19_Gas","",,"0out_0in","othmaint",106677629
+2133553,"escort",1,1,1,1,"non_mandatory",1,36,1492,803225,10,12,2,,,,398,,,false,true,16.017211026441625,"Car_19_Gas","non_hh_veh","Car_19_Gas","WALK",2.494874430421035,,"",,"0out_0in","escort",106677659
+2136799,"othmaint",1,1,2,2,"non_mandatory",1,2705,1577,805047,13,21,8,,,,518,,,false,true,12.918569801336151,"Car_13_Gas","Car_13_Gas","Car_10_Gas","WALK",1.06504941074593,,"",,"3out_3in","othmaint",106839979
 2136799,"work",1,1,1,2,"mandatory",1,10641,1577,805047,7,12,5,,,,278,,,false,true,,"Car_13_Gas","Car_13_Gas","Car_10_Gas","BIKE",-2.2852492052970517,,"no_subtours",,"0out_0in","work",106839998
-2141996,"othmaint",1,1,1,1,"non_mandatory",1,1437,1753,807979,15,16,1,,,,582,,,false,true,13.007371902703355,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",0.36910502875835044,,"",,"0out_0in","othmaint",107099829
-2141997,"eat",1,1,1,1,"atwork",1,131,3531,807979,18,20,2,,,,682,,,,,7.411879011831174,,,,"SHARED3",-3.1017202520633345,"non_hh_veh","",107099898,"0out_1in","atwork",107099854
+2141996,"othmaint",1,1,1,1,"non_mandatory",1,1437,1753,807979,15,16,1,,,,582,,,false,true,13.007371899106802,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",0.36910502875835044,,"",,"0out_0in","othmaint",107099829
+2141997,"eat",1,1,1,1,"atwork",1,131,3531,807979,18,20,2,,,,682,,,,,7.4118790158503565,,,,"SHARED3",-3.1017202520633345,"non_hh_veh","",107099898,"0out_1in","atwork",107099854
 2141997,"work",1,1,1,1,"mandatory",1,3531,1753,807979,12,30,18,,,,491,,,false,true,,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",-0.5877416208609617,,"eat",,"2out_3in","work",107099898
-2142915,"shopping",1,1,1,1,"non_mandatory",1,3470,1793,808447,30,32,2,,,,988,,,false,true,10.86282090390943,"Car_14_Gas","Car_14_Gas","Car_14_Gas","DRIVEALONE",0.43288254884086635,"Car_14_Gas","",,"0out_0in","shopping",107145791
-2149430,"othdiscr",3,1,1,3,"joint",2,1965,1965,812300,28,30,2,,,,947,7,"adults",false,true,21.2855864143359,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","SHARED2",0.028921723388796932,"Pickup_10_Gas","",,"0out_0in","othdiscr",107471515
-2149430,"othdiscr",3,2,2,3,"joint",2,1185,1965,812300,32,34,2,,,,1025,8,"adults",false,true,20.694852614283487,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","SHARED2",0.09971683558030454,"Pickup_10_Gas","",,"0out_0in","othdiscr",107471516
-2149430,"othdiscr",3,3,3,3,"non_mandatory",1,7449,1965,812300,21,22,1,,,,771,,,false,true,21.8448081468504,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","WALK",2.133862334264275,,"",,"0out_0in","othdiscr",107471525
-2156934,"business",1,1,1,1,"atwork",1,7047,2918,816340,7,15,8,,,,281,,,,,7.0448019310945815,,,,"WALK",-0.7070650488778034,"Car_11_Gas","",107846748,"1out_1in","atwork",107846700
-2156934,"work",2,1,1,2,"mandatory",1,2918,2252,816340,7,15,8,,,,281,,,false,true,,"Car_11_Gas","Car_11_Gas","Car_11_Gas","DRIVEALONE",-0.3891434431103296,"Car_11_Gas","business1",,"0out_0in","work",107846748
-2156934,"work",2,2,2,2,"mandatory",1,2918,2252,816340,21,26,5,,,,775,,,false,true,,"Car_11_Gas","Car_11_Gas","Car_11_Gas","DRIVEALONE",-0.38891675037730533,"Car_11_Gas","no_subtours",,"0out_0in","work",107846749
-2157387,"othdiscr",1,1,1,1,"non_mandatory",1,2280,2280,816592,11,15,4,,,,439,,,false,true,19.394438772023722,"Pickup_7_Gas","Pickup_7_Gas","Pickup_7_Gas","WALK",2.5347464883952164,,"",,"0out_2in","othdiscr",107869375
-2160330,"othmaint",1,1,1,1,"non_mandatory",1,1543,2391,818181,13,21,8,,,,518,,,false,true,14.082235725439261,"Car_11_Gas","Car_11_Gas","Car_11_Gas","WALK",2.0112073887810857,,"",,"0out_0in","othmaint",108016529
-2161422,"othdiscr",2,1,1,2,"non_mandatory",1,2477,2477,818816,32,36,4,,,,1027,,,false,true,19.80634458359527,"Car_9_Gas","Car_9_Gas","Car_9_Gas","BIKE",3.4202909181022574,,"",,"0out_0in","othdiscr",108071125
-2161422,"othdiscr",2,2,2,2,"non_mandatory",1,2477,2477,818816,19,29,10,,,,721,,,false,true,19.833396216297118,"Car_9_Gas","Car_9_Gas","Car_9_Gas","BIKE",3.420291225912032,,"",,"1out_1in","othdiscr",108071126
-2163877,"shopping",1,1,1,1,"non_mandatory",1,1874,2538,820094,22,24,2,,,,800,,,false,true,11.643257399436326,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",1.2168789200871328,,"",,"0out_0in","shopping",108193891
-2168938,"shopping",1,1,1,1,"non_mandatory",1,2728,2728,822459,18,21,3,,,,683,,,false,true,13.155938906607526,"SUV_7_Gas","SUV_7_Gas","SUV_7_Gas","BIKE",2.366804116779882,,"",,"1out_0in","shopping",108446941
-2170053,"escort",1,1,2,4,"non_mandatory",1,1293,2761,823163,6,6,0,,,,230,,,false,true,13.892932286506912,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",0.033383554960923045,"Car_8_Gas","",,"3out_3in","escort",108502659
-2170053,"maint",1,1,1,1,"atwork",1,131,3699,823163,18,20,2,,,,682,,,,,5.565924692237235,,,,"SHARED3",-5.477994229677344,"Car_8_Gas","",108502698,"0out_1in","atwork",108502673
-2170053,"othdiscr",1,1,4,4,"non_mandatory",1,7687,2761,823163,30,31,1,,,,987,,,false,true,15.448538516529151,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",1.8131829130544421,"Car_8_Gas","",,"1out_0in","othdiscr",108502675
-2170053,"othmaint",1,1,3,4,"non_mandatory",1,10643,2761,823163,36,37,1,,,,1086,,,false,true,11.638679240618274,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK_LOC",-2.7262666405037455,,"",,"3out_3in","othmaint",108502679
-2170053,"work",1,1,1,4,"mandatory",1,3699,2761,823163,11,28,17,,,,452,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",-1.4512608365070685,"Car_8_Gas","maint",,"0out_0in","work",108502698
-2170057,"escort",1,1,1,2,"non_mandatory",1,3640,2761,823163,24,26,2,,,,853,,,false,true,13.102143509750242,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",1.0499759276760054,"Car_8_Gas","",,"0out_0in","escort",108502859
-2170057,"othmaint",1,1,2,2,"non_mandatory",1,1627,2761,823163,16,24,8,,,,623,,,false,true,12.052557736739624,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",1.8321593179164521,,"",,"0out_0in","othmaint",108502879
-2170725,"eat",1,1,1,1,"atwork",1,2787,2547,823520,23,25,2,,,,827,,,,,9.86157949189224,,,,"WALK",0.7699985821733352,"Car_20_Gas","",108536298,"0out_0in","atwork",108536254
-2170725,"work",1,1,1,1,"mandatory",1,2547,2768,823520,11,29,18,,,,453,,,false,true,,"Car_20_Gas","Car_4_Gas","Car_4_Gas","DRIVEALONE",-1.581586398235528,"Car_20_Gas","eat",,"0out_1in","work",108536298
-2171597,"eatout",1,1,1,1,"non_mandatory",1,551,2784,824076,16,17,1,,,,616,,,false,true,18.086249789887432,"SUV_5_Gas","SUV_5_Gas","SUV_5_Gas","WALK",2.1257572819746584,,"",,"0out_0in","eatout",108579856
-2172024,"othdiscr",1,1,1,1,"non_mandatory",1,2104,2794,824360,12,16,4,,,,477,,,false,true,16.517119719650903,"SUV_5_Gas","SUV_5_Gas","Pickup_4_Gas","WALK",1.8734694496952913,,"",,"0out_1in","othdiscr",108601225
-2172025,"othmaint",1,1,1,1,"non_mandatory",1,2104,2794,824360,12,27,15,,,,488,,,false,true,13.717832990054227,"Car_9_Gas","Pickup_4_Gas","SUV_5_Gas","WALK",0.5406076214359545,,"",,"1out_1in","othmaint",108601279
+2142915,"shopping",1,1,1,1,"non_mandatory",1,3470,1793,808447,30,32,2,,,,988,,,false,true,10.86282090379081,"Car_14_Gas","Car_14_Gas","Car_14_Gas","DRIVEALONE",0.43288254884086635,"Car_14_Gas","",,"0out_0in","shopping",107145791
+2149430,"othdiscr",3,1,1,3,"joint",2,1965,1965,812300,28,30,2,,,,947,7,"adults",false,true,21.28558700946971,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","SHARED2",0.028921723388796932,"Pickup_10_Gas","",,"0out_0in","othdiscr",107471515
+2149430,"othdiscr",3,2,2,3,"joint",2,1185,1965,812300,32,34,2,,,,1025,8,"adults",false,true,20.69485318303407,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","SHARED2",0.09971683558030454,"Pickup_10_Gas","",,"0out_0in","othdiscr",107471516
+2149430,"othdiscr",3,3,3,3,"non_mandatory",1,7449,1965,812300,21,22,1,,,,771,,,false,true,21.844808795514627,"Pickup_10_Gas","Pickup_10_Gas","Pickup_10_Gas","WALK",2.133862334264275,,"",,"0out_0in","othdiscr",107471525
+2156934,"eat",1,1,1,1,"atwork",1,232,11155,816340,7,9,2,,,,275,,,,,5.695380082079918,,,,"WALK",-0.5261927418635751,"Car_11_Gas","",107846748,"0out_0in","atwork",107846704
+2156934,"work",2,1,1,2,"mandatory",1,11155,2252,816340,7,13,6,,,,279,,,false,true,,"Car_11_Gas","Car_11_Gas","Car_11_Gas","DRIVEALONE",-0.6818683031098172,"Car_11_Gas","eat",,"0out_0in","work",107846748
+2156934,"work",2,2,2,2,"mandatory",1,11155,2252,816340,20,28,8,,,,749,,,false,true,,"Car_11_Gas","Car_11_Gas","Car_11_Gas","DRIVEALONE",-0.6838217936631594,"Car_11_Gas","no_subtours",,"0out_0in","work",107846749
+2157387,"othdiscr",1,1,1,1,"non_mandatory",1,2280,2280,816592,11,15,4,,,,439,,,false,true,19.394438772023392,"Pickup_7_Gas","Pickup_7_Gas","Pickup_7_Gas","WALK",2.5347464883952164,,"",,"0out_2in","othdiscr",107869375
+2160330,"othmaint",1,1,1,1,"non_mandatory",1,1543,2391,818181,13,21,8,,,,518,,,false,true,14.082235731565952,"Car_11_Gas","Car_11_Gas","Car_11_Gas","WALK",2.0112073887810857,,"",,"0out_0in","othmaint",108016529
+2161422,"othdiscr",2,1,1,2,"non_mandatory",1,2477,2477,818816,32,36,4,,,,1027,,,false,true,19.806344583885956,"Car_9_Gas","Car_9_Gas","Car_9_Gas","BIKE",3.4202909181022574,,"",,"0out_0in","othdiscr",108071125
+2161422,"othdiscr",2,2,2,2,"non_mandatory",1,2477,2477,818816,19,29,10,,,,721,,,false,true,19.833396217288172,"Car_9_Gas","Car_9_Gas","Car_9_Gas","BIKE",3.420291225912032,,"",,"1out_1in","othdiscr",108071126
+2163877,"shopping",1,1,1,1,"non_mandatory",1,1874,2538,820094,22,24,2,,,,800,,,false,true,11.643257399953002,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",1.2168789200871328,,"",,"0out_0in","shopping",108193891
+2168938,"shopping",1,1,1,1,"non_mandatory",1,2728,2728,822459,18,21,3,,,,683,,,false,true,13.155938906760179,"SUV_7_Gas","SUV_7_Gas","SUV_7_Gas","BIKE",2.366804116779882,,"",,"1out_0in","shopping",108446941
+2170053,"business",1,1,1,1,"atwork",1,10645,10641,823163,14,16,2,,,,548,,,,,6.810540587823374,,,,"SHARED3",-1.7377114142848118,"Car_8_Gas","",108502698,"0out_1in","atwork",108502650
+2170053,"escort",2,2,3,4,"non_mandatory",1,1293,2761,823163,8,9,1,,,,316,,,false,true,13.894516646622913,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED2",0.11006154252590498,"Car_8_Gas","",,"3out_3in","escort",108502659
+2170053,"othdiscr",1,1,4,4,"non_mandatory",1,7687,2761,823163,30,30,0,,,,986,,,false,true,15.449836234351533,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",1.8228397322269239,"Car_8_Gas","",,"1out_0in","othdiscr",108502675
+2170053,"escort",2,1,2,4,"non_mandatory",1,8813,2761,823163,26,26,0,,"pure_escort",1,900,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",0.7786570608935972,"Car_8_Gas","",,"0out_0in","escort",108502685
+2170053,"work",1,1,1,4,"mandatory",1,10641,2761,823163,11,24,13,"ride_share",,1,448,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED2",-4.3735881214462875,"Car_8_Gas","business1",,"1out_0in","work",108502698
+2170054,"othdiscr",1,1,1,1,"non_mandatory",1,10627,2761,823163,7,33,26,,,,299,,,false,true,15.84039632706201,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",2.9013923151336036,,"",,"0out_1in","othdiscr",108502725
+2170055,"school",1,1,1,1,"mandatory",1,8813,2761,823163,9,26,17,"pure_escort","pure_escort",,373,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",6.34629832467795,"Car_8_Gas","",,"0out_0in","school",108502783
+2170056,"school",1,1,1,1,"mandatory",1,147,2761,823163,11,27,16,"ride_share","pure_escort",,451,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED2",7.21922849618582,"Car_8_Gas","",,"0out_0in","school",108502833
+2170057,"othdiscr",1,1,5,5,"non_mandatory",1,6801,2761,823163,12,14,2,,,,475,,,false,true,13.956715379214636,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",1.5678503117283382,"Car_8_Gas","",,"0out_1in","othdiscr",108502875
+2170057,"othmaint",1,1,4,5,"non_mandatory",1,1627,2761,823163,18,19,1,,,,681,,,false,true,12.052557733697025,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",1.8593697054270948,,"",,"0out_0in","othmaint",108502879
+2170057,"escort",2,1,1,5,"non_mandatory",1,8813,2761,823163,9,10,1,"pure_escort",,1,357,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","SHARED3",0.891614619385539,"Car_8_Gas","",,"0out_0in","escort",108502885
+2170057,"escort",2,2,2,5,"non_mandatory",1,147,2761,823163,26,27,1,,"pure_escort",1,901,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",1.2595202877028837,,"",,"0out_0in","escort",108502886
+2170057,"shopping",1,1,3,5,"non_mandatory",1,147,2761,823163,24,24,0,,,,851,,,false,true,10.439540648403185,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",2.138516574803355,,"",,"0out_0in","shopping",108502891
+2170725,"eat",1,1,1,1,"atwork",1,2727,2728,823520,23,23,0,,,,825,,,,,9.337069732469187,,,,"WALK",0.8107610193391279,"Car_20_Gas","",108536298,"0out_0in","atwork",108536254
+2170725,"othdiscr",1,1,2,2,"non_mandatory",1,2768,2768,823520,33,34,1,,,,1041,,,false,true,20.42067766249139,"Car_20_Gas","Car_20_Gas","Car_4_Gas","WALK",2.9813283179146466,,"",,"0out_1in","othdiscr",108536275
+2170725,"work",1,1,1,2,"mandatory",1,2728,2768,823520,11,26,15,,,,450,,,false,true,,"Car_20_Gas","Car_4_Gas","Car_4_Gas","DRIVEALONE",-2.2511077146997573,"Car_20_Gas","eat",,"0out_0in","work",108536298
+2171597,"eatout",1,1,1,1,"non_mandatory",1,551,2784,824076,16,17,1,,,,616,,,false,true,18.086249791384862,"SUV_5_Gas","SUV_5_Gas","SUV_5_Gas","WALK",2.1257572819746584,,"",,"0out_0in","eatout",108579856
+2172024,"othdiscr",1,1,1,1,"non_mandatory",1,2104,2794,824360,12,16,4,,,,477,,,false,true,16.517119717783512,"SUV_5_Gas","SUV_5_Gas","Pickup_4_Gas","WALK",1.8734694496952913,,"",,"0out_1in","othdiscr",108601225
+2172025,"othmaint",1,1,1,1,"non_mandatory",1,2104,2794,824360,12,27,15,,,,488,,,false,true,13.717832982876606,"Car_9_Gas","Pickup_4_Gas","SUV_5_Gas","WALK",0.5406076214359545,,"",,"1out_1in","othmaint",108601279
 2172708,"othmaint",1,1,1,1,"non_mandatory",1,24323,2815,824748,28,35,7,,,,952,,,true,false,6.797902896933788,"Pickup_14_Gas","Pickup_14_Gas","Pickup_14_Gas","SHARED2",-6.933367560038583,"Pickup_14_Gas","",,"0out_0in","othmaint",108635429
-2173608,"eatout",1,1,1,1,"non_mandatory",1,1812,2834,825301,35,40,5,,,,1076,,,false,true,19.905753590595577,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",2.8710291113375805,,"",,"0out_0in","eatout",108680406
-2182271,"shopping",1,1,1,2,"joint",2,6726,3198,830248,19,28,9,,,,720,15,"adults",false,true,11.7583436916589,"Car_15_Gas","Van_9_Gas","Van_9_Gas","SHARED2",-1.770236858958809,"Van_9_Gas","",,"0out_1in","shopping",109113569
-2182271,"othdiscr",1,1,2,2,"non_mandatory",1,430,3198,830248,10,14,4,,,,400,,,false,true,15.970448632892134,"Van_9_Gas","Car_15_Gas","Van_9_Gas","WALK",1.3236630410143455,,"",,"0out_0in","othdiscr",109113575
-2183105,"eat",1,1,1,1,"atwork",1,3410,3410,830642,16,18,2,,,,617,,,,,11.208611367020447,,,,"DRIVEALONE",0.9396177497964784,"Car_5_Gas","",109155298,"1out_0in","atwork",109155254
-2183105,"work",1,1,1,1,"mandatory",1,3410,3243,830642,11,34,23,,,,458,,,false,true,,"Car_5_Gas","Car_5_Gas","Car_2_Gas","DRIVEALONE",-3.9121524405891277,"Car_5_Gas","eat",,"0out_0in","work",109155298
-2183106,"othdiscr",1,1,2,2,"non_mandatory",1,6625,3243,830642,18,22,4,,,,684,,,false,true,15.56761267261178,"Car_5_Gas","Car_5_Gas","Car_5_Gas","WALK",1.5414512744625302,,"",,"0out_0in","othdiscr",109155325
-2183106,"shopping",1,1,1,2,"non_mandatory",1,5779,3243,830642,14,15,1,,,,547,,,false,true,10.272346176974976,"Car_5_Gas","Car_2_Gas","Car_2_Gas","DRIVEALONE",-1.421848758534357,"Car_5_Gas","",,"0out_0in","shopping",109155341
-2184988,"eatout",1,1,3,4,"non_mandatory",1,1874,3303,831701,17,18,1,,,,649,,,false,true,17.09767094586327,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.402294649502687,,"",,"1out_0in","eatout",109249406
-2184988,"othdiscr",1,1,4,4,"non_mandatory",1,3303,3303,831701,24,30,6,,,,857,,,false,true,21.76660736555811,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.7004665384074773,,"",,"0out_0in","othdiscr",109249425
-2184988,"othmaint",2,1,1,4,"non_mandatory",1,1444,3303,831701,22,23,1,,,,799,,,false,true,14.770947762083399,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.677311664867314,,"",,"0out_0in","othmaint",109249429
-2184988,"othmaint",2,2,2,4,"non_mandatory",1,3410,3303,831701,16,17,1,,,,616,,,false,true,14.40298357430467,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.770486180186961,,"",,"0out_0in","othmaint",109249430
-2189087,"eatout",1,1,3,3,"non_mandatory",1,3409,3409,833913,32,35,3,,,,1026,,,false,true,21.05190853095259,"Car_20_Gas","Car_16_Gas","Car_20_Gas","WALK",3.775386787269036,,"",,"1out_0in","eatout",109454356
+2173608,"eatout",1,1,1,1,"non_mandatory",1,1812,2834,825301,35,40,5,,,,1076,,,false,true,19.905753590668386,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",2.8710291113375805,,"",,"0out_0in","eatout",108680406
+2182271,"shopping",1,1,1,2,"joint",2,6726,3198,830248,19,28,9,,,,720,15,"adults",false,true,11.758343688937192,"Car_15_Gas","Van_9_Gas","Van_9_Gas","SHARED2",-1.770236858958809,"Van_9_Gas","",,"0out_1in","shopping",109113569
+2182271,"othdiscr",1,1,2,2,"non_mandatory",1,430,3198,830248,10,14,4,,,,400,,,false,true,15.970448565557863,"Van_9_Gas","Car_15_Gas","Van_9_Gas","WALK",1.3236630410143455,,"",,"0out_0in","othdiscr",109113575
+2183105,"eat",1,1,1,1,"atwork",1,3410,3410,830642,16,18,2,,,,617,,,,,11.208611367058136,,,,"DRIVEALONE",0.9396177497964784,"Car_5_Gas","",109155298,"1out_0in","atwork",109155254
+2183105,"work",1,1,1,1,"mandatory",1,3410,3243,830642,11,34,23,,,,458,,,false,true,,"Car_5_Gas","Car_5_Gas","Car_2_Gas","DRIVEALONE",-3.9121524405891273,"Car_5_Gas","eat",,"0out_0in","work",109155298
+2183106,"othdiscr",1,1,2,2,"non_mandatory",1,6625,3243,830642,18,22,4,,,,684,,,false,true,15.567612673529833,"Car_5_Gas","Car_5_Gas","Car_5_Gas","WALK",1.5414512744625302,,"",,"0out_0in","othdiscr",109155325
+2183106,"shopping",1,1,1,2,"non_mandatory",1,5779,3243,830642,14,15,1,,,,547,,,false,true,10.272346201099031,"Car_5_Gas","Car_2_Gas","Car_2_Gas","DRIVEALONE",-1.421848758534357,"Car_5_Gas","",,"0out_0in","shopping",109155341
+2184988,"eatout",1,1,3,4,"non_mandatory",1,1874,3303,831701,17,18,1,,,,649,,,false,true,17.09767094483694,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.402294649502687,,"",,"1out_0in","eatout",109249406
+2184988,"othdiscr",1,1,4,4,"non_mandatory",1,3303,3303,831701,24,30,6,,,,857,,,false,true,21.766607460507803,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.7004665384074773,,"",,"0out_0in","othdiscr",109249425
+2184988,"othmaint",2,1,1,4,"non_mandatory",1,1444,3303,831701,22,23,1,,,,799,,,false,true,14.770947768827938,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.677311664867314,,"",,"0out_0in","othmaint",109249429
+2184988,"othmaint",2,2,2,4,"non_mandatory",1,3410,3303,831701,16,17,1,,,,616,,,false,true,14.402983573684429,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.770486180186961,,"",,"0out_0in","othmaint",109249430
+2189087,"eatout",1,1,3,3,"non_mandatory",1,3409,3409,833913,32,35,3,,,,1026,,,false,true,21.051908530935233,"Car_20_Gas","Car_16_Gas","Car_20_Gas","WALK",3.775386787269036,,"",,"1out_0in","eatout",109454356
 2189087,"work",2,1,1,3,"mandatory",1,8075,3409,833913,10,17,7,,,,403,,,false,true,,"Car_16_Gas","Car_20_Gas","Car_16_Gas","DRIVEALONE",-0.5968321299917122,"Car_16_Gas","no_subtours",,"0out_0in","work",109454398
 2189087,"work",2,2,2,3,"mandatory",1,8075,3409,833913,18,26,8,,,,688,,,false,true,,"Car_16_Gas","Car_16_Gas","Car_16_Gas","DRIVEALONE",-0.5961042913090439,"Car_16_Gas","no_subtours",,"0out_0in","work",109454399
-2189210,"eatout",1,1,2,3,"joint",2,7047,3409,833995,23,26,3,,,,828,26,"adults",false,true,18.226256169977805,"Car_7_Gas","Car_7_Gas","Car_7_Gas","SHARED2",-0.9491465696451393,"Car_7_Gas","",,"0out_0in","eatout",109460513
-2189210,"shopping",1,1,1,3,"joint",2,2787,3409,833995,20,22,2,,,,743,25,"adults",false,true,14.134937032884045,"Car_7_Gas","Car_7_Gas","Car_7_Gas","SHARED2",-0.9601737675895405,"Car_7_Gas","",,"0out_0in","shopping",109460519
-2189210,"othdiscr",1,1,3,3,"non_mandatory",1,3409,3409,833995,32,36,4,,,,1027,,,false,true,19.816226706818952,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.475571159391225,,"",,"0out_0in","othdiscr",109460525
-2189211,"eatout",1,1,2,2,"non_mandatory",1,3409,3409,833995,33,33,0,,,,1040,,,false,true,21.319385973671903,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.5435290562818,,"",,"0out_0in","eatout",109460556
-2189211,"othmaint",1,1,1,2,"non_mandatory",1,3059,3409,833995,11,14,3,,,,438,,,false,true,14.16976426194752,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.6849171467708532,,"",,"2out_0in","othmaint",109460579
-2190530,"othmaint",1,1,1,1,"non_mandatory",1,10674,3450,834673,15,30,15,,,,596,,,false,true,12.325700562121847,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",0.7039283659947861,,"",,"0out_0in","othmaint",109526529
-2191196,"eat",1,1,1,1,"atwork",1,1508,4923,835091,18,21,3,,,,683,,,,,9.317832353796,,,,"WALK",3.180274331724176,,"",109559848,"0out_0in","atwork",109559804
+2189210,"eatout",1,1,2,3,"joint",2,7047,3409,833995,23,26,3,,,,828,26,"adults",false,true,18.226256178111715,"Car_7_Gas","Car_7_Gas","Car_7_Gas","SHARED2",-0.9491465696451393,"Car_7_Gas","",,"0out_0in","eatout",109460513
+2189210,"shopping",1,1,1,3,"joint",2,2787,3409,833995,20,22,2,,,,743,25,"adults",false,true,14.134937137828366,"Car_7_Gas","Car_7_Gas","Car_7_Gas","SHARED2",-0.9601737675895405,"Car_7_Gas","",,"0out_0in","shopping",109460519
+2189210,"othdiscr",1,1,3,3,"non_mandatory",1,3409,3409,833995,32,36,4,,,,1027,,,false,true,19.816226737841884,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.475571159391225,,"",,"0out_0in","othdiscr",109460525
+2189211,"eatout",1,1,2,2,"non_mandatory",1,3409,3409,833995,33,33,0,,,,1040,,,false,true,21.319385973690657,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.5435290562818,,"",,"0out_0in","eatout",109460556
+2189211,"othmaint",1,1,1,2,"non_mandatory",1,3059,3409,833995,11,14,3,,,,438,,,false,true,14.169764260325914,"Car_7_Gas","Car_7_Gas","Car_7_Gas","WALK",2.6849171467708532,,"",,"2out_0in","othmaint",109460579
+2190530,"othmaint",1,1,1,1,"non_mandatory",1,10674,3450,834673,15,30,15,,,,596,,,false,true,12.325700560232177,"Car_12_Gas","Car_12_Gas","Car_12_Gas","WALK",0.7039283659947861,,"",,"0out_0in","othmaint",109526529
+2191196,"eat",1,1,1,1,"atwork",1,1508,4923,835091,18,21,3,,,,683,,,,,9.317832349354802,,,,"WALK",3.180274331724176,,"",109559848,"0out_0in","atwork",109559804
 2191196,"work",1,1,1,1,"mandatory",1,4923,3504,835091,7,32,25,,,,298,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",1.1641401672656633,,"eat",,"0out_1in","work",109559848
-2191197,"escort",3,3,3,3,"non_mandatory",1,2834,3504,835091,24,24,0,,,,851,,,false,true,16.66055748950815,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.692897487904018,,"",,"0out_0in","escort",109559859
+2191197,"escort",3,3,3,3,"non_mandatory",1,2834,3504,835091,24,24,0,,,,851,,,false,true,16.660557489454103,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.692897487904018,,"",,"0out_0in","escort",109559859
 2191197,"escort",3,1,1,3,"non_mandatory",1,8813,3504,835091,10,12,2,"pure_escort",,1,398,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",-2.144044269944513,,"",,"0out_0in","escort",109559885
 2191197,"escort",3,2,2,3,"non_mandatory",1,8813,3504,835091,26,27,1,,"pure_escort",1,901,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",-1.6167051484476298,,"",,"0out_0in","escort",109559886
 2191198,"school",1,1,1,2,"mandatory",1,8813,3504,835091,10,27,17,"pure_escort","pure_escort",,413,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",33.61630550859282,,"",,"0out_0in","school",109559933
-2191198,"social",1,1,2,2,"non_mandatory",1,2728,3504,835091,38,39,1,,,,1111,,,false,true,19.237966881613644,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.918105435468137,,"",,"0out_0in","social",109559945
-2191199,"othdiscr",1,1,1,1,"non_mandatory",1,3504,3504,835091,33,38,5,,,,1045,,,false,true,22.53927450621262,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",6.049236444905419,,"",,"0out_2in","othdiscr",109559975
+2191198,"social",1,1,2,2,"non_mandatory",1,2728,3504,835091,38,39,1,,,,1111,,,false,true,19.23796688171106,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.918105435468137,,"",,"0out_0in","social",109559945
+2191199,"othdiscr",1,1,1,1,"non_mandatory",1,3504,3504,835091,33,38,5,,,,1045,,,false,true,22.53927450621361,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",6.049236444905419,,"",,"0out_2in","othdiscr",109559975
 2191200,"school",1,1,1,1,"mandatory",1,8527,3504,835091,8,31,23,,,,338,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SCH_BUS",35.920139712865755,,"",,"0out_0in","school",109560033
-2191201,"escort",1,1,1,3,"non_mandatory",1,2705,3504,835091,10,11,1,,,,397,,,false,true,17.493606898363698,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.509474370795948,,"",,"0out_0in","escort",109560059
-2191201,"othdiscr",2,1,2,3,"non_mandatory",1,3504,3504,835091,25,29,4,,,,880,,,false,true,22.533115662333095,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.219995979525164,,"",,"0out_0in","othdiscr",109560075
-2191201,"othdiscr",2,2,3,3,"non_mandatory",1,2728,3504,835091,31,37,6,,,,1011,,,false,true,22.3000832624684,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.166346835241314,,"",,"0out_0in","othdiscr",109560076
+2191201,"escort",1,1,1,3,"non_mandatory",1,2705,3504,835091,10,11,1,,,,397,,,false,true,17.493606898693972,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.509474370795948,,"",,"0out_0in","escort",109560059
+2191201,"othdiscr",2,1,2,3,"non_mandatory",1,3504,3504,835091,25,29,4,,,,880,,,false,true,22.533115662358185,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.219995979525164,,"",,"0out_0in","othdiscr",109560075
+2191201,"othdiscr",2,2,3,3,"non_mandatory",1,2728,3504,835091,31,37,6,,,,1011,,,false,true,22.300083262470626,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.166346835241314,,"",,"0out_0in","othdiscr",109560076
 2191202,"work",1,1,1,1,"mandatory",1,6072,3504,835091,24,40,16,,,,867,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.201499982254977,,"no_subtours",,"0out_0in","work",109560148
 2193567,"othdiscr",1,1,1,1,"non_mandatory",1,3583,3583,836353,18,26,8,,,,688,,,false,true,21.969010147992787,"Car_3_Hybrid","Car_3_Hybrid","Car_5_Gas","WALK",3.0722690976503326,,"",,"0out_3in","othdiscr",109678375
-2193568,"othmaint",1,1,2,2,"non_mandatory",1,2006,3583,836353,18,22,4,,,,684,,,false,true,13.799434344202007,"Car_3_Hybrid","Car_3_Hybrid","Car_3_Hybrid","WALK",1.7019633279521291,,"",,"0out_0in","othmaint",109678429
-2193568,"shopping",1,1,1,2,"non_mandatory",1,2787,3583,836353,25,25,0,,,,876,,,false,true,11.561172144531744,"Car_5_Gas","Car_5_Gas","Car_5_Gas","DRIVEALONE",1.7539060071163095,"Car_5_Gas","",,"1out_0in","shopping",109678441
-2194803,"escort",1,1,1,1,"non_mandatory",1,9009,3651,837064,40,41,1,,,,1132,,,false,true,14.881336175547009,"Pickup_7_Gas","Pickup_7_Gas","Pickup_7_Gas","WALK",-0.22762744223654766,,"",,"0out_0in","escort",109740159
-2197923,"shopping",3,1,1,3,"joint",2,1369,3709,838789,15,20,5,,,,586,21,"adults",false,true,10.540390027374176,"Car_10_Gas","SUV_3_Gas","SUV_3_Gas","SHARED2",-0.7025399493332671,"SUV_3_Gas","",,"0out_0in","shopping",109896169
-2197923,"shopping",3,2,2,3,"joint",2,1874,3709,838789,21,24,3,,,,773,22,"adults",false,true,11.667166330471623,"SUV_3_Gas","Car_10_Gas","SUV_3_Gas","WALK",-0.5975543518601708,,"",,"0out_0in","shopping",109896170
-2197923,"shopping",3,3,3,3,"non_mandatory",1,6726,3709,838789,24,24,0,,,,851,,,false,true,9.046977397119011,"Car_10_Gas","Car_10_Gas","SUV_3_Gas","DRIVEALONE",-1.0157638663559028,"Car_10_Gas","",,"0out_0in","shopping",109896191
-2197924,"othdiscr",2,1,1,2,"non_mandatory",1,3709,3709,838789,28,30,2,,,,947,,,false,true,19.737962400648776,"Car_10_Gas","SUV_3_Gas","SUV_3_Gas","WALK",3.021919241615233,,"",,"0out_0in","othdiscr",109896225
-2197924,"othdiscr",2,2,2,2,"non_mandatory",1,3709,3709,838789,9,14,5,,,,361,,,false,true,20.068259112736797,"Car_10_Gas","Car_10_Gas","SUV_3_Gas","WALK",3.0153651347272312,,"",,"0out_0in","othdiscr",109896226
-2203047,"work",1,1,1,1,"mandatory",1,7016,4176,841609,11,29,18,,,,453,,,false,true,,"Van_1_Gas","Van_1_Gas","Van_1_Gas","DRIVEALONE",-1.7124154020466464,"Van_1_Gas","no_subtours",,"0out_0in","work",110152398
-2206345,"othmaint",1,1,1,1,"non_mandatory",1,7026,4621,843391,11,16,5,,,,440,,,false,true,14.742586393150562,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.197585030225439,,"",,"0out_0in","othmaint",110317279
-2207200,"eat",1,1,1,1,"atwork",1,3410,3410,843870,20,21,1,,,,742,,,,,12.515899172051494,,,,"WALK",3.5134360965738964,,"",110360048,"0out_0in","atwork",110360004
-2207200,"work",1,1,1,1,"mandatory",1,3410,4972,843870,11,30,19,,,,454,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",0.4904902897183353,,"eat",,"0out_0in","work",110360048
-2210685,"eatout",1,1,2,2,"non_mandatory",1,11148,5334,845801,34,34,0,,,,1056,,,false,true,16.110445652825092,"Car_3_Gas","Car_3_Gas","Car_3_Gas","DRIVEALONE",1.700176081610777,"Car_3_Gas","",,"0out_0in","eatout",110534256
-2210685,"work",1,1,1,2,"mandatory",1,1939,5334,845801,10,30,20,,,,416,,,false,true,,"SUV_4_Gas","SUV_4_Gas","SUV_4_Gas","DRIVEALONE",-0.7759286026820321,"SUV_4_Gas","no_subtours",,"0out_1in","work",110534298
-2213132,"othdiscr",1,1,2,2,"non_mandatory",1,12694,5583,847093,29,34,5,,,,971,,,false,true,14.581023398742206,"Car_6_Gas","Car_6_Gas","Car_6_Gas","WALK",0.7951668097913683,,"",,"0out_3in","othdiscr",110656625
-2213132,"othmaint",1,1,1,2,"non_mandatory",1,8909,5583,847093,16,27,11,,,,626,,,false,true,12.43602972559819,"Car_6_Gas","Car_6_Gas","Car_6_Gas","DRIVEALONE",0.07188515668052899,"Car_6_Gas","",,"0out_2in","othmaint",110656629
-2213133,"othdiscr",1,1,1,1,"non_mandatory",1,5583,5583,847093,25,27,2,,,,878,,,false,true,17.504192504880038,"Car_20_Gas","Car_6_Gas","Car_20_Gas","DRIVEALONE",2.1119302136768687,"Car_20_Gas","",,"0out_2in","othdiscr",110656675
-2213405,"eatout",1,1,3,3,"non_mandatory",1,5625,5625,847266,10,14,4,,,,400,,,false,true,18.472667275678234,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.0102826872499793,,"",,"0out_0in","eatout",110670256
-2213405,"othmaint",1,1,2,3,"non_mandatory",1,8388,5625,847266,21,23,2,,,,772,,,false,true,12.613672318744053,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",-1.160251084028415,,"",,"0out_0in","othmaint",110670279
-2213405,"shopping",1,1,1,3,"non_mandatory",1,8388,5625,847266,31,36,5,,,,1010,,,false,true,10.353803692393942,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",-1.1706425015349835,,"",,"0out_0in","shopping",110670291
-2213534,"eat",1,1,1,1,"atwork",1,2547,3455,847360,19,21,2,,,,713,,,,,9.323574336664983,,,,"WALK",2.2126798972014883,,"",110676748,"0out_0in","atwork",110676704
-2213534,"work",1,1,1,1,"mandatory",1,3455,5625,847360,8,31,23,,,,338,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.375809221548131,,"eat",,"0out_1in","work",110676748
-2219704,"eat",1,1,1,1,"atwork",1,806,3752,850412,20,22,2,,,,743,,,,,4.594257061118674,,,,"WALK",-1.1546370093427032,"SUV_2_Gas","",110985248,"0out_0in","atwork",110985204
+2193568,"othmaint",1,1,2,2,"non_mandatory",1,2006,3583,836353,18,22,4,,,,684,,,false,true,13.799434334139073,"Car_3_Hybrid","Car_3_Hybrid","Car_3_Hybrid","WALK",1.7019633279521291,,"",,"0out_0in","othmaint",109678429
+2193568,"shopping",1,1,1,2,"non_mandatory",1,2787,3583,836353,25,25,0,,,,876,,,false,true,11.561172139924697,"Car_5_Gas","Car_5_Gas","Car_5_Gas","DRIVEALONE",1.7539060071163095,"Car_5_Gas","",,"1out_0in","shopping",109678441
+2194803,"escort",1,1,1,1,"non_mandatory",1,9009,3651,837064,40,41,1,,,,1132,,,false,true,14.88133617570186,"Pickup_7_Gas","Pickup_7_Gas","Pickup_7_Gas","WALK",-0.22762744223654766,,"",,"0out_0in","escort",109740159
+2197923,"shopping",3,1,1,3,"joint",2,1369,3709,838789,15,20,5,,,,586,21,"adults",false,true,10.540390029954116,"Car_10_Gas","SUV_3_Gas","SUV_3_Gas","SHARED2",-0.7025399493332671,"SUV_3_Gas","",,"0out_0in","shopping",109896169
+2197923,"shopping",3,2,2,3,"joint",2,1874,3709,838789,21,24,3,,,,773,22,"adults",false,true,11.667166328403223,"SUV_3_Gas","Car_10_Gas","SUV_3_Gas","WALK",-0.5975543518601708,,"",,"0out_0in","shopping",109896170
+2197923,"shopping",3,3,3,3,"non_mandatory",1,6726,3709,838789,24,24,0,,,,851,,,false,true,9.046977402158443,"Car_10_Gas","Car_10_Gas","SUV_3_Gas","DRIVEALONE",-1.0157638663559028,"Car_10_Gas","",,"0out_0in","shopping",109896191
+2197924,"othdiscr",2,1,1,2,"non_mandatory",1,3709,3709,838789,28,30,2,,,,947,,,false,true,19.737962400587794,"Car_10_Gas","SUV_3_Gas","SUV_3_Gas","WALK",3.021919241615233,,"",,"0out_0in","othdiscr",109896225
+2197924,"othdiscr",2,2,2,2,"non_mandatory",1,3709,3709,838789,9,14,5,,,,361,,,false,true,20.068259112707146,"Car_10_Gas","Car_10_Gas","SUV_3_Gas","WALK",3.0153651347272312,,"",,"0out_0in","othdiscr",109896226
+2203047,"work",1,1,1,1,"mandatory",1,11155,4176,841609,11,31,20,,,,455,,,false,true,,"Van_1_Gas","Van_1_Gas","Van_1_Gas","DRIVEALONE",-0.020068608281414557,"Van_1_Gas","no_subtours",,"0out_1in","work",110152398
+2206345,"othmaint",1,1,1,1,"non_mandatory",1,7026,4621,843391,11,16,5,,,,440,,,false,true,14.74258639663491,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.197585030225439,,"",,"0out_0in","othmaint",110317279
+2207200,"eat",1,1,1,1,"atwork",1,6381,11155,843870,20,21,1,,,,742,,,,,6.386141100160438,,,,"WALK",2.5118693982018034,,"",110360048,"0out_0in","atwork",110360004
+2207200,"work",1,1,1,1,"mandatory",1,11155,4972,843870,11,30,19,,,,454,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",0.9687455876429819,,"eat",,"0out_0in","work",110360048
+2210685,"eatout",1,1,2,2,"non_mandatory",1,11148,5334,845801,34,34,0,,,,1056,,,false,true,16.11044565226458,"Car_3_Gas","Car_3_Gas","Car_3_Gas","DRIVEALONE",1.700176081610777,"Car_3_Gas","",,"0out_0in","eatout",110534256
+2210685,"work",1,1,1,2,"mandatory",1,11249,5334,845801,10,30,20,,,,416,,,false,true,,"SUV_4_Gas","SUV_4_Gas","SUV_4_Gas","DRIVEALONE",-0.5905710900316609,"SUV_4_Gas","no_subtours",,"0out_1in","work",110534298
+2213132,"othdiscr",1,1,2,2,"non_mandatory",1,12694,5583,847093,29,34,5,,,,971,,,false,true,14.581023380811743,"Car_6_Gas","Car_6_Gas","Car_6_Gas","WALK",0.7951668097913683,,"",,"0out_3in","othdiscr",110656625
+2213132,"othmaint",1,1,1,2,"non_mandatory",1,8909,5583,847093,16,27,11,,,,626,,,false,true,12.436029724915239,"Car_6_Gas","Car_6_Gas","Car_6_Gas","DRIVEALONE",0.07188515668052899,"Car_6_Gas","",,"0out_2in","othmaint",110656629
+2213133,"othdiscr",1,1,1,1,"non_mandatory",1,5583,5583,847093,25,27,2,,,,878,,,false,true,17.504192504729335,"Car_20_Gas","Car_6_Gas","Car_20_Gas","DRIVEALONE",2.1119302136768687,"Car_20_Gas","",,"0out_2in","othdiscr",110656675
+2213405,"eatout",1,1,3,3,"non_mandatory",1,5625,5625,847266,10,14,4,,,,400,,,false,true,18.472667276216832,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",2.0102826872499793,,"",,"0out_0in","eatout",110670256
+2213405,"othmaint",1,1,2,3,"non_mandatory",1,8388,5625,847266,21,23,2,,,,772,,,false,true,12.613672321342534,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",-1.1602510840284153,,"",,"0out_0in","othmaint",110670279
+2213405,"shopping",1,1,1,3,"non_mandatory",1,8388,5625,847266,31,36,5,,,,1010,,,false,true,10.353803688854153,"Car_3_Gas","Car_3_Gas","Car_3_Gas","WALK",-1.1706425015349835,,"",,"0out_0in","shopping",110670291
+2213534,"eat",1,1,1,1,"atwork",1,3341,6072,847360,19,21,2,,,,713,,,,,7.947410794134347,,,,"WALK",2.4190162747861956,,"",110676748,"0out_0in","atwork",110676704
+2213534,"work",1,1,1,1,"mandatory",1,6072,5625,847360,8,31,23,,,,338,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK_PRM",1.7255154142305085,,"eat",,"0out_1in","work",110676748
+2219704,"eat",1,1,1,1,"atwork",1,1770,11155,850412,20,22,2,,,,743,,,,,4.832464772367156,,,,"WALK",-1.2709242787587944,"SUV_2_Gas","",110985248,"0out_0in","atwork",110985204
 2219704,"escort",1,1,2,2,"non_mandatory",1,11171,6196,850412,33,33,0,,"pure_escort",1,1040,,,false,true,,"Van_10_Gas","Van_10_Gas","Van_10_Gas","SHARED2",-1.625869139011125,"Van_10_Gas","",,"1out_0in","escort",110985235
-2219704,"work",1,1,1,2,"mandatory",1,3752,6196,850412,7,29,22,,,,295,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","SHARED3",-1.7668222998454381,"SUV_2_Gas","eat",,"0out_0in","work",110985248
-2219705,"eat",1,1,1,1,"atwork",1,8582,10653,850412,17,22,5,,,,653,,,,,7.121180810873566,,,,"WALK",-1.5848138867751722,"Van_10_Gas","",110985298,"0out_1in","atwork",110985254
-2219705,"othdiscr",1,1,2,2,"non_mandatory",1,6196,6196,850412,6,7,1,,,,231,,,false,true,13.742960668512648,"Van_10_Gas","Van_10_Gas","SUV_2_Gas","WALK",0.8191996605191169,,"",,"0out_0in","othdiscr",110985275
-2219705,"work",1,1,1,2,"mandatory",1,10653,6196,850412,7,30,23,,,,296,,,false,true,,"Van_10_Gas","Van_10_Gas","SUV_2_Gas","SHARED2",-1.7019248276773262,"Van_10_Gas","eat",,"1out_2in","work",110985298
+2219704,"work",1,1,1,2,"mandatory",1,11155,6196,850412,7,29,22,,,,295,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","SHARED3",-1.7540303948302467,"SUV_2_Gas","eat",,"0out_0in","work",110985248
+2219705,"eat",1,1,1,1,"atwork",1,7047,2728,850412,17,22,5,,,,653,,,,,8.13693212713148,,,,"WALK",-3.278391847837314,"Van_10_Gas","",110985298,"0out_1in","atwork",110985254
+2219705,"work",1,1,1,1,"mandatory",1,2728,6196,850412,7,31,24,,,,297,,,false,true,,"Van_10_Gas","Van_10_Gas","SUV_2_Gas","SHARED2",-1.173129304459557,"Van_10_Gas","eat",,"1out_2in","work",110985298
 2219706,"school",1,1,1,1,"mandatory",1,11171,6196,850412,9,33,24,,"pure_escort",,380,,,false,true,,"SUV_2_Gas","SUV_2_Gas","Van_10_Gas","SHARED2",2.8959277921372046,"SUV_2_Gas","",,"1out_0in","school",110985333
 2219707,"school",1,1,1,1,"mandatory",1,586,6196,850412,9,27,18,,,,374,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","WALK",3.264852517499523,,"",,"1out_0in","school",110985383
-2219708,"school",1,1,1,1,"mandatory",1,5495,6196,850412,11,26,15,,,,450,,,false,true,,"Van_10_Gas","Van_10_Gas","Van_10_Gas","BIKE",3.65676853109764,,"",,"1out_3in","school",110985433
-2220901,"work",1,1,1,1,"mandatory",1,5158,6419,851027,10,26,16,,,,412,,,false,true,,"SUV_12_Gas","SUV_12_Gas","SUV_12_Gas","DRIVEALONE",-2.815572246204819,"SUV_12_Gas","no_subtours",,"1out_0in","work",111045098
-2222818,"shopping",1,1,1,1,"non_mandatory",1,1293,6625,852013,16,24,8,,,,623,,,false,true,10.010873339836383,"SUV_7_Diesel","SUV_7_Diesel","SUV_7_Diesel","DRIVEALONE",0.414985994132358,"SUV_7_Diesel","",,"1out_1in","shopping",111140941
-2234379,"social",1,1,1,1,"non_mandatory",1,795,7775,858401,8,19,11,,,,326,,,false,true,15.205912649692355,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.7336195732695567,,"",,"0out_0in","social",111718995
-2236695,"othmaint",1,1,1,1,"non_mandatory",1,3640,8000,859711,27,28,1,,,,924,,,false,true,12.675662680658345,"Car_1_Gas","Car_2_Gas","Car_2_Gas","WALK",0.399206748251364,,"",,"0out_0in","othmaint",111834779
-2236696,"eat",1,1,1,1,"atwork",1,1342,2835,859711,19,22,3,,,,714,,,,,6.6833506378394585,,,,"WALK",-2.248429569292359,"Car_2_Gas","",111834848,"0out_0in","atwork",111834804
-2236696,"work",1,1,1,1,"mandatory",1,2835,8000,859711,13,30,17,,,,527,,,false,true,,"Car_2_Gas","Car_1_Gas","Car_2_Gas","DRIVEALONE",-0.9565630784849029,"Car_2_Gas","eat",,"0out_0in","work",111834848
-2238297,"shopping",2,1,1,2,"joint",2,6726,8188,860567,20,23,3,,,,744,27,"adults",false,true,9.208517435908348,"Van_2_Gas","Van_2_Gas","Van_2_Gas","SHARED2",-1.9030301868912287,"Van_2_Gas","",,"0out_0in","shopping",111914869
+2219708,"school",1,1,1,1,"mandatory",1,5495,6196,850412,11,26,15,,,,450,,,false,true,,"Van_10_Gas","Van_10_Gas","Van_10_Gas","BIKE",3.6567685310976397,,"",,"1out_3in","school",110985433
+2220901,"work",1,1,1,1,"mandatory",1,5158,6419,851027,10,26,16,,,,412,,,false,true,,"SUV_12_Gas","SUV_12_Gas","SUV_12_Gas","DRIVEALONE",-2.8155722462048187,"SUV_12_Gas","no_subtours",,"1out_0in","work",111045098
+2222818,"shopping",1,1,1,1,"non_mandatory",1,1293,6625,852013,16,24,8,,,,623,,,false,true,10.010873358693003,"SUV_7_Diesel","SUV_7_Diesel","SUV_7_Diesel","DRIVEALONE",0.414985994132358,"SUV_7_Diesel","",,"1out_1in","shopping",111140941
+2234379,"social",1,1,1,1,"non_mandatory",1,795,7775,858401,8,19,11,,,,326,,,false,true,15.205912652672025,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",1.7336195732695567,,"",,"0out_0in","social",111718995
+2236695,"othmaint",1,1,1,1,"non_mandatory",1,3640,8000,859711,27,28,1,,,,924,,,false,true,12.675662682132877,"Car_1_Gas","Car_2_Gas","Car_2_Gas","WALK",0.399206748251364,,"",,"0out_0in","othmaint",111834779
+2236696,"eat",1,1,1,1,"atwork",1,1508,3531,859711,19,22,3,,,,714,,,,,8.430269413015504,,,,"WALK",-1.232447937181157,"Car_2_Gas","",111834848,"0out_0in","atwork",111834804
+2236696,"work",1,1,1,1,"mandatory",1,3531,8000,859711,13,32,19,,,,529,,,false,true,,"Car_2_Gas","Car_1_Gas","Car_2_Gas","DRIVEALONE",-1.0082922717382976,"Car_2_Gas","eat",,"0out_0in","work",111834848
+2238297,"shopping",2,1,1,2,"joint",2,6726,8188,860567,20,23,3,,,,744,27,"adults",false,true,9.208517424524349,"Van_2_Gas","Van_2_Gas","Van_2_Gas","SHARED2",-1.9030301868912287,"Van_2_Gas","",,"0out_0in","shopping",111914869
 2238297,"shopping",2,2,2,2,"joint",2,24330,8188,860567,26,39,13,,,,913,28,"adults",false,true,1.7477485062800084,"Car_10_Gas","Car_10_Gas","Van_2_Gas","SHARED2",-8.3100940427395,"Car_10_Gas","",,"0out_1in","shopping",111914870
-2238298,"othdiscr",1,1,1,1,"non_mandatory",1,3160,8188,860567,9,14,5,,,,361,,,false,true,14.214156689740213,"Van_2_Gas","Van_2_Gas","Van_2_Gas","DRIVEALONE",0.43997603771212757,"Van_2_Gas","",,"0out_1in","othdiscr",111914925
-2239386,"work",1,1,1,1,"mandatory",1,1437,8267,861214,8,33,25,,,,340,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",-0.08321087092437507,,"no_subtours",,"0out_0in","work",111969348
-2240587,"social",1,1,1,1,"joint",2,3667,8470,861865,33,37,4,,,,1044,3,"adults",false,true,14.962302315391174,"Car_1_Gas","Car_8_Gas","Car_1_Gas","WALK",-1.6977007097665935,,"",,"0out_0in","social",112029371
-2240588,"eat",1,1,1,1,"atwork",1,11136,11137,861865,18,19,1,,,,681,,,,,6.343984827692877,,,,"SHARED2",0.38231870452788186,"Car_8_Gas","",112029448,"0out_0in","atwork",112029404
+2238298,"othdiscr",1,1,1,1,"non_mandatory",1,3160,8188,860567,9,14,5,,,,361,,,false,true,14.214156692646986,"Van_2_Gas","Van_2_Gas","Van_2_Gas","DRIVEALONE",0.43997603771212757,"Van_2_Gas","",,"0out_1in","othdiscr",111914925
+2239386,"work",1,1,1,1,"mandatory",1,11250,8267,861214,8,30,22,,,,337,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","TNC_SINGLE",-1.4041615211646203,,"no_subtours",,"0out_0in","work",111969348
+2240587,"social",1,1,1,1,"joint",2,3667,8470,861865,33,37,4,,,,1044,3,"adults",false,true,14.962302313294742,"Car_1_Gas","Car_8_Gas","Car_1_Gas","WALK",-1.6977007097665935,,"",,"0out_0in","social",112029371
+2240588,"eat",1,1,1,1,"atwork",1,11136,11137,861865,18,19,1,,,,681,,,,,6.343985070075775,,,,"SHARED2",0.38231870452788186,"Car_8_Gas","",112029448,"0out_0in","atwork",112029404
 2240588,"work",1,1,1,1,"mandatory",1,11137,8470,861865,8,31,23,,,,338,,,false,true,,"Car_8_Gas","Car_1_Gas","Car_1_Gas","DRIVEALONE",-1.0978301155203356,"Car_8_Gas","eat",,"0out_0in","work",112029448
-2242136,"social",1,1,1,1,"non_mandatory",1,1606,8769,862635,32,36,4,,,,1027,,,false,true,15.891337950738896,"Car_15_Gas","Car_15_Gas","Car_15_Gas","WALK",2.81433831561607,,"",,"0out_0in","social",112106845
-2242922,"shopping",1,1,2,2,"joint",2,232,8861,863066,26,31,5,,,,905,17,"mixed",false,true,10.662351022919172,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","SHARED2",-2.5228737083903128,"SUV_2_Gas","",,"0out_0in","shopping",112146119
-2242922,"work",1,1,1,2,"mandatory",1,2117,8861,863066,11,26,15,,,,450,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","DRIVEALONE",-0.7442873191651679,"SUV_2_Gas","no_subtours",,"0out_0in","work",112146148
+2242136,"social",1,1,1,1,"non_mandatory",1,1606,8769,862635,32,36,4,,,,1027,,,false,true,15.891337933358512,"Car_15_Gas","Car_15_Gas","Car_15_Gas","WALK",2.8143383156160695,,"",,"0out_0in","social",112106845
+2242922,"eat",1,1,1,1,"atwork",1,1016,2728,863066,23,24,1,,,,826,,,,,9.138383208727005,,,,"WALK",0.7079408527357519,"SUV_2_Gas","",112146149,"0out_0in","atwork",112146105
+2242922,"shopping",1,1,3,3,"joint",2,232,8861,863066,21,23,2,,,,772,17,"mixed",false,true,10.662351016813211,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","SHARED2",-2.45731728691091,"SUV_2_Gas","",,"0out_0in","shopping",112146119
+2242922,"work",2,1,1,3,"mandatory",1,2728,8861,863066,11,21,10,,,,445,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","DRIVEALONE",-0.753134157963131,"SUV_2_Gas","no_subtours",,"0out_0in","work",112146148
+2242922,"work",2,2,2,3,"mandatory",1,2728,8861,863066,23,29,6,,,,831,,,false,true,,"SUV_2_Gas","SUV_2_Gas","SUV_2_Gas","DRIVEALONE",-0.7527799869682479,"SUV_2_Gas","eat",,"0out_0in","work",112146149
 2244181,"escort",1,1,3,3,"non_mandatory",1,11171,9066,863724,8,8,0,"pure_escort",,1,315,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","SHARED2",-1.7528282732210698,"Car_15_Gas","",,"0out_1in","escort",112209085
-2244181,"work",2,1,1,3,"mandatory",1,615,9066,863724,10,29,9,,"ride_share",1,415,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","WALK",-2.220445188648729,,"no_subtours",,"0out_1in","work",112209098
-2244181,"work",2,2,2,3,"mandatory",1,615,9066,863724,25,28,3,,,,879,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","DRIVEALONE",-1.0926976873132392,"Car_15_Gas","no_subtours",,"0out_1in","work",112209099
+2244181,"work",2,1,1,3,"mandatory",1,6072,9066,863724,10,29,9,,"ride_share",1,415,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","WALK",-2.1261488216202067,,"no_subtours",,"0out_1in","work",112209098
+2244181,"work",2,2,2,3,"mandatory",1,6072,9066,863724,25,28,3,,,,879,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","DRIVEALONE",-0.9432129245339662,"Car_15_Gas","no_subtours",,"0out_1in","work",112209099
 2244182,"school",1,1,1,1,"mandatory",1,11171,9066,863724,8,29,21,"pure_escort","ride_share",,336,,,false,true,,"Car_15_Gas","Car_15_Gas","Car_15_Gas","SHARED2",3.6933900356365625,"Car_15_Gas","",,"0out_0in","school",112209133
-2248362,"work",1,1,1,1,"mandatory",1,7122,10627,865747,27,28,1,,,,924,,,false,true,,"Pickup_14_Gas","Pickup_14_Gas","Pickup_14_Gas","DRIVEALONE",-1.1203930415140404,"Pickup_14_Gas","no_subtours",,"0out_1in","work",112418148
-2248596,"othmaint",1,1,1,1,"non_mandatory",1,10641,10629,865889,16,17,1,,,,616,,,false,true,14.242863006620865,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.358035249398881,,"",,"0out_0in","othmaint",112429829
-2248597,"othdiscr",1,1,2,2,"non_mandatory",1,5126,10629,865889,7,11,4,,,,277,,,false,true,15.21138852733029,"non_hh_veh","non_hh_veh","non_hh_veh","DRIVEALONE",0.13950315046226575,"non_hh_veh","",,"0out_1in","othdiscr",112429875
-2248597,"shopping",1,1,1,2,"non_mandatory",1,10644,10629,865889,16,18,2,,,,617,,,false,true,12.297363845272235,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.0526745700128406,,"",,"3out_3in","shopping",112429891
-2248598,"shopping",1,1,1,1,"non_mandatory",1,3059,10629,865889,16,17,1,,,,616,,,false,true,11.747421359319814,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.030315749718838,,"",,"1out_1in","shopping",112429941
-2248599,"work",1,1,1,1,"mandatory",1,1861,10629,865889,11,22,11,,,,446,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.9537820831852013,,"no_subtours",,"0out_2in","work",112429998
-2248786,"work",1,1,1,1,"mandatory",1,2787,10629,866001,12,20,8,,,,481,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",-1.8285603800424797,"Car_8_Gas","no_subtours",,"0out_0in","work",112439348
-2252254,"othdiscr",1,1,1,1,"non_mandatory",1,7122,10675,868110,7,11,4,,,,277,,,false,true,13.576100565752704,"Car_19_Gas","Car_4_BEV","Car_4_BEV","SHARED3",-0.6651189513928082,"Car_4_BEV","",,"1out_0in","othdiscr",112612725
-2252304,"eatout",1,1,2,2,"joint",2,10675,10675,868143,34,34,0,,,,1056,23,"adults",false,true,15.238760279253649,"SUV_6_Gas","SUV_6_Gas","Car_1_Gas","SHARED2",-0.09026493858265011,"SUV_6_Gas","",,"0out_0in","eatout",112615213
-2252304,"maint",1,1,1,1,"atwork",1,10208,10208,868143,20,22,2,,,,743,,,,,10.45920087715465,,,,"DRIVEALONE",0.872294895934154,"SUV_6_Gas","",112615248,"0out_0in","atwork",112615223
-2252304,"work",1,1,1,2,"mandatory",1,10208,10675,868143,12,34,22,,,,495,,,false,true,,"SUV_6_Gas","SUV_6_Gas","Car_1_Gas","DRIVEALONE",-0.7803836944080456,"SUV_6_Gas","maint",,"0out_0in","work",112615248
-2252305,"othdiscr",1,1,1,1,"non_mandatory",1,10675,10675,868143,33,33,0,,,,1040,,,false,true,15.083865658633567,"Car_1_Gas","Car_1_Gas","Car_1_Gas","DRIVEALONE",1.0737062411790965,"Car_1_Gas","",,"0out_0in","othdiscr",112615275
-2252912,"eat",1,1,1,1,"atwork",1,8582,8941,868503,20,24,4,,,,745,,,,,6.589275351208942,,,,"BIKE",-1.4403192548339128,"Pickup_9_Gas","",112645648,"0out_0in","atwork",112645604
-2252912,"work",1,1,1,1,"mandatory",1,8941,10677,868503,9,36,27,,,,383,,,false,true,,"Pickup_9_Gas","Car_20_Gas","Car_3_Gas","DRIVEALONE",-1.3751360482385295,"Pickup_9_Gas","eat",,"0out_1in","work",112645648
-2252913,"work",2,1,1,2,"mandatory",1,1939,10677,868503,9,43,34,,,,390,,,false,true,,"Car_20_Gas","Car_20_Gas","Car_3_Gas","DRIVEALONE",-0.4076022030351331,"Car_20_Gas","no_subtours",,"1out_2in","work",112645698
-2252913,"work",2,2,2,2,"mandatory",1,1939,10677,868503,6,8,2,,,,232,,,false,true,,"Pickup_9_Gas","Pickup_9_Gas","Car_3_Gas","DRIVEALONE",-0.4231214797108996,"Pickup_9_Gas","no_subtours",,"0out_0in","work",112645699
-2252973,"escort",1,1,1,3,"non_mandatory",1,4174,10678,868536,35,36,1,,,,1072,,,false,true,12.886215398796887,"Car_7_Gas","Car_7_Gas","Van_11_Gas","DRIVEALONE",-2.3647348562973334,"Car_7_Gas","",,"0out_0in","escort",112648659
-2252973,"othdiscr",1,1,3,3,"non_mandatory",1,1627,10678,868536,12,13,1,,,,474,,,false,true,13.46549533473281,"Car_10_Gas","Car_10_Gas","Van_11_Gas","WALK",0.6225530330321756,,"",,"0out_1in","othdiscr",112648675
-2252973,"othmaint",1,1,2,3,"non_mandatory",1,86,10678,868536,14,15,1,,,,547,,,false,true,11.932074321296325,"Van_11_Gas","Car_7_Gas","Van_11_Gas","WALK",-0.406628475755584,,"",,"0out_0in","othmaint",112648679
-2252974,"othdiscr",1,1,1,1,"non_mandatory",1,7122,10678,868536,8,20,12,,,,327,,,false,true,12.917590629375072,"Car_7_Gas","Van_11_Gas","Van_11_Gas","WALK",-0.8580409028322958,,"",,"0out_2in","othdiscr",112648725
-2253130,"eatout",1,1,1,2,"joint",2,10682,10681,868615,14,17,3,,,,549,5,"adults",false,true,18.071562271112718,"Car_20_Gas","Van_3_Gas","Van_3_Gas","WALK",0.8581815233201291,,"",,"0out_0in","eatout",112656513
-2253130,"othdiscr",1,1,2,2,"non_mandatory",1,10681,10681,868615,26,28,2,,,,902,,,false,true,17.200834734454997,"Van_3_Gas","Van_3_Gas","Van_3_Gas","WALK",3.018351486632862,,"",,"0out_0in","othdiscr",112656525
-2253131,"work",1,1,1,1,"mandatory",1,8578,10681,868615,18,35,17,,,,697,,,false,true,,"Car_20_Gas","Van_3_Gas","Van_3_Gas","DRIVEALONE",-2.4283176741454615,"Car_20_Gas","no_subtours",,"0out_0in","work",112656598
-2253760,"escort",1,1,1,1,"non_mandatory",1,6600,10703,868944,13,16,3,,,,513,,,false,true,13.499362668998367,"Car_1_Gas","Car_1_Gas","Car_1_Gas","DRIVEALONE",-3.5710191541015317,"Car_1_Gas","",,"0out_0in","escort",112688009
+2248362,"work",1,1,1,1,"mandatory",1,7122,10627,865747,27,28,1,,,,924,,,false,true,,"Pickup_14_Gas","Pickup_14_Gas","Pickup_14_Gas","DRIVEALONE",-1.1203930415140406,"Pickup_14_Gas","no_subtours",,"0out_1in","work",112418148
+2248596,"othmaint",1,1,1,1,"non_mandatory",1,10641,10629,865889,16,17,1,,,,616,,,false,true,14.242863008804123,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.358035249398881,,"",,"0out_0in","othmaint",112429829
+2248597,"othdiscr",1,1,2,2,"non_mandatory",1,5126,10629,865889,7,11,4,,,,277,,,false,true,15.211388530055482,"non_hh_veh","non_hh_veh","non_hh_veh","DRIVEALONE",0.13950315046226575,"non_hh_veh","",,"0out_1in","othdiscr",112429875
+2248597,"shopping",1,1,1,2,"non_mandatory",1,10644,10629,865889,16,18,2,,,,617,,,false,true,12.297363838213268,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.0526745700128406,,"",,"3out_3in","shopping",112429891
+2248598,"shopping",1,1,1,1,"non_mandatory",1,3059,10629,865889,16,17,1,,,,616,,,false,true,11.74742136383205,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.030315749718838,,"",,"1out_1in","shopping",112429941
+2248599,"othmaint",1,1,1,1,"non_mandatory",1,2841,10629,865889,23,26,3,,,,828,,,false,true,14.754653545508802,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.319698958263513,,"",,"0out_1in","othmaint",112429979
+2248786,"work",1,1,1,1,"mandatory",1,10641,10629,866001,12,30,18,,,,491,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",-0.7727007330435836,"Car_8_Gas","no_subtours",,"0out_0in","work",112439348
+2252254,"othdiscr",1,1,1,1,"non_mandatory",1,7122,10675,868110,7,11,4,,,,277,,,false,true,13.576100551877541,"Car_19_Gas","Car_4_BEV","Car_4_BEV","SHARED3",-0.6651189513928084,"Car_4_BEV","",,"1out_0in","othdiscr",112612725
+2252304,"social",1,1,1,2,"joint",2,2252,10675,868143,19,26,7,,,,718,23,"adults",false,true,14.673518807007968,"SUV_6_Gas","SUV_6_Gas","SUV_6_Gas","SHARED2",-3.0150658011041496,"SUV_6_Gas","",,"0out_0in","social",112615221
+2252304,"othdiscr",1,1,2,2,"non_mandatory",1,10676,10675,868143,8,10,2,,,,317,,,false,true,14.689279616303514,"Car_1_Gas","Car_1_Gas","Car_1_Gas","WALK",0.735786079314836,,"",,"0out_0in","othdiscr",112615225
+2252912,"eat",1,1,1,1,"atwork",1,8582,8941,868503,20,24,4,,,,745,,,,,6.589275347399724,,,,"BIKE",-1.4403192548339128,"Pickup_9_Gas","",112645648,"0out_0in","atwork",112645604
+2252912,"work",1,1,1,1,"mandatory",1,8941,10677,868503,9,36,27,,,,383,,,false,true,,"Pickup_9_Gas","Car_20_Gas","Car_3_Gas","DRIVEALONE",-1.375136048239465,"Pickup_9_Gas","eat",,"0out_1in","work",112645648
+2252913,"othmaint",2,1,3,4,"non_mandatory",1,1247,10677,868503,16,18,2,,,,617,,,false,true,12.399048779969647,"Car_20_Gas","Car_3_Gas","Car_3_Gas","WALK",-0.40728413335820574,,"",,"3out_2in","othmaint",112645679
+2252913,"othmaint",2,2,4,4,"non_mandatory",1,6726,10677,868503,32,40,8,,,,1031,,,false,true,12.266796072177327,"Car_3_Gas","Car_3_Gas","Car_3_Gas","DRIVEALONE",0.33165553119988084,"Car_3_Gas","",,"0out_1in","othmaint",112645680
+2252913,"work",2,1,1,4,"mandatory",1,3531,10677,868503,10,15,5,,,,401,,,false,true,,"Car_20_Gas","Car_20_Gas","Car_3_Gas","DRIVEALONE",-0.2695371498677607,"Car_20_Gas","no_subtours",,"0out_1in","work",112645698
+2252913,"work",2,2,2,4,"mandatory",1,3531,10677,868503,20,24,4,,,,745,,,false,true,,"Pickup_9_Gas","Pickup_9_Gas","Car_3_Gas","DRIVEALONE",-0.2804265742161534,"Pickup_9_Gas","no_subtours",,"0out_0in","work",112645699
+2252973,"escort",1,1,1,3,"non_mandatory",1,4174,10678,868536,35,36,1,,,,1072,,,false,true,12.886215398711403,"Car_7_Gas","Car_7_Gas","Van_11_Gas","DRIVEALONE",-2.3647348562973334,"Car_7_Gas","",,"0out_0in","escort",112648659
+2252973,"othdiscr",1,1,3,3,"non_mandatory",1,1627,10678,868536,12,13,1,,,,474,,,false,true,13.465495345778818,"Car_10_Gas","Car_10_Gas","Van_11_Gas","WALK",0.6225530330321756,,"",,"0out_1in","othdiscr",112648675
+2252973,"othmaint",1,1,2,3,"non_mandatory",1,86,10678,868536,14,15,1,,,,547,,,false,true,11.932074317159739,"Van_11_Gas","Car_7_Gas","Van_11_Gas","WALK",-0.406628475755584,,"",,"0out_0in","othmaint",112648679
+2252974,"othdiscr",1,1,1,1,"non_mandatory",1,7122,10678,868536,8,20,12,,,,327,,,false,true,12.91759064653431,"Car_7_Gas","Van_11_Gas","Van_11_Gas","WALK",-0.8580409028322958,,"",,"0out_2in","othdiscr",112648725
+2253130,"eatout",1,1,1,2,"joint",2,10682,10681,868615,14,17,3,,,,549,5,"adults",false,true,18.071562270799863,"Car_20_Gas","Van_3_Gas","Van_3_Gas","WALK",0.8581815233201291,,"",,"0out_0in","eatout",112656513
+2253130,"othdiscr",1,1,2,2,"non_mandatory",1,10681,10681,868615,26,28,2,,,,902,,,false,true,17.20083473376816,"Van_3_Gas","Van_3_Gas","Van_3_Gas","WALK",3.018351486632862,,"",,"0out_0in","othdiscr",112656525
+2253131,"work",1,1,1,1,"mandatory",1,8578,10681,868615,18,35,17,,,,697,,,false,true,,"Car_20_Gas","Van_3_Gas","Van_3_Gas","DRIVEALONE",-2.428317674145461,"Car_20_Gas","no_subtours",,"0out_0in","work",112656598
+2253760,"escort",1,1,1,1,"non_mandatory",1,6600,10703,868944,13,16,3,,,,513,,,false,true,13.499362668963885,"Car_1_Gas","Car_1_Gas","Car_1_Gas","DRIVEALONE",-3.5710191541015326,"Car_1_Gas","",,"0out_0in","escort",112688009
 2253761,"work",1,1,1,1,"mandatory",1,11204,10703,868944,11,32,21,,,,456,,,false,true,,"Car_1_Gas","Car_1_Gas","Car_1_Gas","DRIVEALONE",-1.3951608070516095,"Car_1_Gas","no_subtours",,"1out_2in","work",112688098
-2253762,"othdiscr",1,1,1,1,"non_mandatory",1,7480,10703,868944,25,25,0,,,,876,,,false,true,14.621472907624039,"Car_1_Gas","Car_1_Gas","Car_1_Gas","WALK",0.4207665537472463,,"",,"0out_0in","othdiscr",112688125
-2259543,"othdiscr",1,1,1,1,"non_mandatory",1,11136,11137,871640,31,31,0,,,,1005,,,false,true,15.229456021278093,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.9451993123064977,,"",,"0out_0in","othdiscr",112977175
-2260058,"shopping",1,1,1,1,"non_mandatory",1,5565,11145,871938,38,40,2,,,,1112,,,false,true,9.596030968876294,"Motorcycle_2_Gas","Motorcycle_2_Gas","Motorcycle_2_Gas","WALK",0.08654801385426904,,"",,"0out_0in","shopping",113002941
-2260254,"eatout",1,1,1,1,"non_mandatory",1,11145,11146,872062,23,25,2,,,,827,,,false,true,17.148196151869616,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.2281392760006167,,"",,"0out_0in","eatout",113012706
-2260306,"eat",1,1,1,1,"atwork",1,806,3072,872090,19,21,2,,,,713,,,,,6.945543392063042,,,,"SHARED3",-0.4374045489431605,"non_hh_veh","",113015348,"0out_0in","atwork",113015304
-2260306,"work",1,1,1,1,"mandatory",1,3072,11147,872090,14,38,24,,,,570,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",-0.09057536116359356,,"eat",,"0out_0in","work",113015348
-2260307,"othdiscr",1,1,1,1,"non_mandatory",1,2620,11147,872090,11,34,23,,,,458,,,false,true,14.31936193413297,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",0.5067902240199875,"Car_8_Gas","",,"0out_1in","othdiscr",113015375
-2260358,"eatout",1,1,1,2,"non_mandatory",1,8267,11147,872123,20,21,1,,,,742,,,false,true,14.028678283530207,"SUV_9_Gas","SUV_9_Gas","SUV_9_Gas","WALK",-0.5948786350176833,,"",,"0out_0in","eatout",113017906
-2260358,"othdiscr",1,1,2,2,"non_mandatory",1,11147,11147,872123,17,18,1,,,,649,,,false,true,14.971298346755507,"SUV_9_Gas","SUV_9_Gas","Pickup_7_Gas","WALK",1.5298446953073472,,"",,"0out_0in","othdiscr",113017925
-2260359,"othmaint",1,1,1,1,"non_mandatory",1,1920,11147,872123,13,29,16,,,,526,,,false,true,12.652660816434272,"Pickup_7_Gas","SUV_9_Gas","SUV_9_Gas","DRIVEALONE",-1.9195494620098836,"Pickup_7_Gas","",,"0out_2in","othmaint",113017979
-2260636,"eatout",1,1,2,2,"non_mandatory",1,1717,11150,872300,37,40,3,,,,1101,,,false,true,18.0657302427174,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.9755461944346484,,"",,"0out_0in","eatout",113031806
-2260636,"shopping",1,1,1,2,"non_mandatory",1,232,11150,872300,19,25,6,,,,717,,,false,true,13.098306382289842,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.845872421480646,,"",,"0out_0in","shopping",113031841
-2261093,"othmaint",1,1,1,1,"non_mandatory",1,4300,11159,872550,13,28,15,,,,525,,,false,true,11.554811569920739,"SUV_13_Gas","SUV_10_Gas","SUV_10_Gas","SHARED2",-1.8755653006085253,"SUV_10_Gas","",,"0out_0in","othmaint",113054679
-2261094,"work",1,1,1,1,"mandatory",1,7026,11159,872550,12,32,20,,,,493,,,false,true,,"SUV_10_Gas","SUV_13_Gas","SUV_10_Gas","DRIVEALONE",-0.5914430354556978,"SUV_10_Gas","no_subtours",,"0out_0in","work",113054748
-2261095,"eat",1,1,1,1,"atwork",1,6339,9095,872550,14,16,2,,,,548,,,,,5.2756860393788125,,,,"DRIVEALONE",-5.8857116263276055,"SUV_10_Gas","",113054798,"0out_0in","atwork",113054754
-2261095,"work",1,1,1,1,"mandatory",1,9095,11159,872550,13,37,24,,,,534,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-0.9034281643698449,"SUV_10_Gas","eat",,"1out_1in","work",113054798
-2261362,"escort",1,1,1,1,"non_mandatory",1,9066,11163,872713,29,29,0,,,,966,,,false,true,13.623006335221616,"Car_1_Gas","Car_1_Gas","Car_1_Gas","WALK",-0.014056390889937176,,"",,"0out_0in","escort",113068109
-2261550,"eat",1,1,1,1,"atwork",1,1770,10674,872821,19,21,2,,,,713,,,,,6.069070103714911,,,,"SHARED3",-0.7314559541974284,"non_hh_veh","",113077548,"0out_1in","atwork",113077504
+2253762,"othdiscr",1,1,1,1,"non_mandatory",1,7480,10703,868944,25,25,0,,,,876,,,false,true,14.62147288773347,"Car_1_Gas","Car_1_Gas","Car_1_Gas","WALK",0.4207665537472463,,"",,"0out_0in","othdiscr",112688125
+2259543,"othdiscr",1,1,1,1,"non_mandatory",1,11136,11137,871640,31,31,0,,,,1005,,,false,true,15.22945614804885,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.9451993123064977,,"",,"0out_0in","othdiscr",112977175
+2260058,"shopping",1,1,1,1,"non_mandatory",1,5565,11145,871938,38,40,2,,,,1112,,,false,true,9.596030972167135,"Motorcycle_2_Gas","Motorcycle_2_Gas","Motorcycle_2_Gas","WALK",0.08654801385426904,,"",,"0out_0in","shopping",113002941
+2260254,"eatout",1,1,1,1,"non_mandatory",1,11145,11146,872062,23,25,2,,,,827,,,false,true,17.148195585311417,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",2.2281392760006167,,"",,"0out_0in","eatout",113012706
+2260306,"eat",1,1,1,1,"atwork",1,10642,10641,872090,19,20,1,,,,712,,,,,7.729205538599542,,,,"SHARED3",-0.3673720733536438,"non_hh_veh","",113015348,"0out_0in","atwork",113015304
+2260306,"othdiscr",1,1,2,2,"non_mandatory",1,574,11147,872090,7,14,7,,,,280,,,false,true,15.31678865718534,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK_LOC",0.5044619050233803,,"",,"0out_3in","othdiscr",113015325
+2260306,"work",1,1,1,2,"mandatory",1,10641,11147,872090,14,23,9,,,,555,,,false,true,,"Car_8_Gas","Car_8_Gas","Car_8_Gas","WALK",-0.8690388119627761,,"eat",,"0out_0in","work",113015348
+2260307,"othdiscr",1,1,1,1,"non_mandatory",1,2620,11147,872090,11,34,23,,,,458,,,false,true,14.319361930466382,"Car_8_Gas","Car_8_Gas","Car_8_Gas","DRIVEALONE",0.5067902240199875,"Car_8_Gas","",,"0out_1in","othdiscr",113015375
+2260358,"eatout",1,1,1,2,"non_mandatory",1,8267,11147,872123,20,21,1,,,,742,,,false,true,14.028678244888383,"SUV_9_Gas","SUV_9_Gas","SUV_9_Gas","WALK",-0.5948786350176833,,"",,"0out_0in","eatout",113017906
+2260358,"othdiscr",1,1,2,2,"non_mandatory",1,11147,11147,872123,17,18,1,,,,649,,,false,true,14.971298346161399,"SUV_9_Gas","SUV_9_Gas","Pickup_7_Gas","WALK",1.5298446953073472,,"",,"0out_0in","othdiscr",113017925
+2260359,"othmaint",1,1,1,1,"non_mandatory",1,1920,11147,872123,13,29,16,,,,526,,,false,true,12.652660813564049,"Pickup_7_Gas","SUV_9_Gas","SUV_9_Gas","DRIVEALONE",-1.9195494620098836,"Pickup_7_Gas","",,"0out_2in","othmaint",113017979
+2260636,"eatout",1,1,2,2,"non_mandatory",1,1717,11150,872300,37,40,3,,,,1101,,,false,true,18.065730660381902,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",3.9755461944346484,,"",,"0out_0in","eatout",113031806
+2260636,"shopping",1,1,1,2,"non_mandatory",1,232,11150,872300,19,25,6,,,,717,,,false,true,13.098306399660657,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.845872421480646,,"",,"0out_0in","shopping",113031841
+2261093,"othmaint",1,1,1,1,"non_mandatory",1,4300,11159,872550,13,28,15,,,,525,,,false,true,11.554811580513121,"SUV_13_Gas","SUV_10_Gas","SUV_10_Gas","SHARED2",-1.875565300608526,"SUV_10_Gas","",,"0out_0in","othmaint",113054679
+2261094,"work",1,1,1,1,"mandatory",1,11155,11159,872550,12,40,28,,,,501,,,false,true,,"SUV_10_Gas","SUV_13_Gas","SUV_10_Gas","DRIVEALONE",-0.2799123306535789,"SUV_10_Gas","no_subtours",,"0out_1in","work",113054748
+2261095,"eat",1,1,1,1,"atwork",1,11249,11250,872550,14,16,2,,,,548,,,,,7.320784293382723,,,,"DRIVEALONE",-0.16306459689052802,"SUV_10_Gas","",113054798,"0out_0in","atwork",113054754
+2261095,"work",1,1,1,1,"mandatory",1,11250,11159,872550,13,31,18,,,,528,,,false,true,,"SUV_10_Gas","SUV_10_Gas","SUV_10_Gas","DRIVEALONE",-1.7577527264597899,"SUV_10_Gas","eat",,"1out_0in","work",113054798
+2261362,"escort",1,1,1,1,"non_mandatory",1,9066,11163,872713,29,29,0,,,,966,,,false,true,13.623006335187453,"Car_1_Gas","Car_1_Gas","Car_1_Gas","WALK",-0.014056390889937176,,"",,"0out_0in","escort",113068109
+2261550,"eat",1,1,1,1,"atwork",1,1770,10674,872821,19,21,2,,,,713,,,,,6.06907010251203,,,,"SHARED3",-0.7314559541974284,"non_hh_veh","",113077548,"0out_1in","atwork",113077504
 2261550,"work",1,1,1,1,"mandatory",1,10674,11165,872821,10,28,18,,,,414,,,false,true,,"Car_9_Gas","Car_9_Gas","Car_10_Gas","WALK",-2.2741214336062363,,"eat",,"0out_0in","work",113077548
-2261552,"shopping",1,1,1,1,"non_mandatory",1,5565,11165,872821,20,23,3,,,,744,,,false,true,9.97011585398431,"Car_10_Gas","Car_9_Gas","Car_9_Gas","SHARED2",0.5054649933724233,"Car_9_Gas","",,"2out_3in","shopping",113077641
-2262297,"eatout",1,1,1,3,"joint",2,3602,11179,873254,33,34,1,,,,1041,13,"adults",false,true,12.76433995639308,"SUV_5_Gas","SUV_5_Gas","SUV_5_Gas","WALK",-0.9949080213979319,,"",,"1out_0in","eatout",113114863
-2262297,"othdiscr",2,1,2,3,"non_mandatory",1,1842,11179,873254,9,15,6,,,,362,,,false,true,12.342155149078545,"Van_20_Gas","SUV_5_Gas","SUV_5_Gas","WALK",0.36070459377529784,,"",,"0out_1in","othdiscr",113114875
-2262297,"othdiscr",2,2,3,3,"non_mandatory",1,11179,11179,873254,25,29,4,,,,880,,,false,true,13.143053815117767,"Van_20_Gas","SUV_5_Gas","SUV_5_Gas","DRIVEALONE",0.9813252019252375,"Van_20_Gas","",,"1out_0in","othdiscr",113114876
-2262298,"eat",1,1,1,1,"atwork",1,5565,10674,873254,18,22,4,,,,684,,,,,6.789794410151675,,,,"DRIVEALONE",-0.11849991875812071,"SUV_5_Gas","",113114948,"0out_0in","atwork",113114904
+2261552,"shopping",1,1,1,1,"non_mandatory",1,5565,11165,872821,20,23,3,,,,744,,,false,true,9.974120029702693,"Car_10_Gas","Car_9_Gas","Car_9_Gas","SHARED2",0.512809608124517,"Car_9_Gas","",,"2out_3in","shopping",113077641
+2262297,"eatout",1,1,1,3,"joint",2,3602,11179,873254,33,34,1,,,,1041,13,"adults",false,true,12.764339952546575,"SUV_5_Gas","SUV_5_Gas","SUV_5_Gas","WALK",-0.9949080213979319,,"",,"1out_0in","eatout",113114863
+2262297,"othdiscr",2,1,2,3,"non_mandatory",1,1842,11179,873254,9,15,6,,,,362,,,false,true,12.342155140692169,"Van_20_Gas","SUV_5_Gas","SUV_5_Gas","WALK",0.360704593775298,,"",,"0out_1in","othdiscr",113114875
+2262297,"othdiscr",2,2,3,3,"non_mandatory",1,11179,11179,873254,25,29,4,,,,880,,,false,true,13.143053813967342,"Van_20_Gas","SUV_5_Gas","SUV_5_Gas","DRIVEALONE",0.9813252019252375,"Van_20_Gas","",,"1out_0in","othdiscr",113114876
+2262298,"eat",1,1,1,1,"atwork",1,5565,10674,873254,18,22,4,,,,684,,,,,6.789794410735216,,,,"DRIVEALONE",-0.11849991875812071,"SUV_5_Gas","",113114948,"0out_0in","atwork",113114904
 2262298,"work",1,1,1,1,"mandatory",1,10674,11179,873254,12,30,18,,,,491,,,false,true,,"SUV_5_Gas","SUV_5_Gas","SUV_5_Gas","DRIVEALONE",-1.3649563648263758,"SUV_5_Gas","eat",,"2out_1in","work",113114948
-3238914,"othdiscr",1,1,2,2,"non_mandatory",1,1480,2,1233342,29,34,5,,,,971,,,false,true,22.76942033927221,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.595280144226979,,"",,"0out_0in","othdiscr",161945725
+3238914,"othdiscr",1,1,2,2,"non_mandatory",1,1480,2,1233342,29,34,5,,,,971,,,false,true,22.76942027738626,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",5.595280144226979,,"",,"0out_0in","othdiscr",161945725
 3238914,"school",1,1,1,2,"mandatory",1,2550,2,1233342,10,26,16,,,,412,,,false,true,,"non_hh_veh","non_hh_veh","non_hh_veh","SCH_BUS",35.021642580246336,,"",,"0out_0in","school",161945733
-3242020,"shopping",1,1,1,1,"non_mandatory",1,7026,1625,1236448,30,31,1,,,,987,,,false,true,13.11294744840275,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.915301507140063,,"",,"0out_1in","shopping",162101041
-3242885,"othdiscr",1,1,1,1,"non_mandatory",1,1729,1729,1237313,30,30,0,,,,986,,,false,true,21.204078311224603,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.199343670777709,,"",,"0out_1in","othdiscr",162144275
+3242020,"shopping",1,1,1,1,"non_mandatory",1,7026,1625,1236448,30,31,1,,,,987,,,false,true,13.112947448928423,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.915301507140063,,"",,"0out_1in","shopping",162101041
+3242885,"othdiscr",1,1,1,1,"non_mandatory",1,1729,1729,1237313,30,30,0,,,,986,,,false,true,21.20407831150337,"non_hh_veh","non_hh_veh","non_hh_veh","WALK",4.199343670777709,,"",,"0out_1in","othdiscr",162144275
diff --git a/test/regress/final_trips.csv b/test/regress/final_trips.csv
index 3f6228c..153a14a 100644
--- a/test/regress/final_trips.csv
+++ b/test/regress/final_trips.csv
@@ -1,185 +1,186 @@
 "person_id","household_id","primary_purpose","trip_num","outbound","trip_count","destination","origin","tour_id","escort_participants","school_escort_direction","purpose","destination_logsum","depart","trip_mode","mode_choice_logsum","vot_da","vot_s2","vot_s3","ownsTransponder","ebike_owner","parkingCost","auto_op_cost","autoCPMFactor","autoParkingCostFactor","autoTermTimeFactor","costFactorS2","costFactorS3","transitSubsidyPassDiscount","origTaxiWaitTime","origSingleTNCWaitTime","destSingleTNCWaitTime","origSharedTNCWaitTime","da_dist_skims","s2_time_skims","s2_dist_skims","s2_cost_skims","s3_time_skims","s3_dist_skims","s3_cost_skims","ebike_time","escooter_time","microtransit_orig","microtransit_dest","microtransit_operating","microtransit_available","microtransit_time","nev_orig","nev_dest","nev_operating","nev_available","nev_time","microtransit_local_access_available_out","microtransit_prm_access_available_out","microtransit_mix_access_available_out","nev_local_access_available_out","nev_prm_access_available_out","nev_mix_access_available_out","microtransit_local_egress_available_out","microtransit_prm_egress_available_out","microtransit_mix_egress_available_out","nev_local_egress_available_out","nev_prm_egress_available_out","nev_mix_egress_available_out","microtransit_local_access_available_in","microtransit_prm_access_available_in","microtransit_mix_access_available_in","nev_local_access_available_in","nev_prm_access_available_in","nev_mix_access_available_in","microtransit_local_egress_available_in","microtransit_prm_egress_available_in","microtransit_mix_egress_available_in","nev_local_egress_available_in","nev_prm_egress_available_in","nev_mix_egress_available_in","microtransit_local_access_time_out","microtransit_prm_access_time_out","microtransit_mix_access_time_out","nev_local_access_time_out","nev_prm_access_time_out","nev_mix_access_time_out","microtransit_local_egress_time_out","microtransit_prm_egress_time_out","microtransit_mix_egress_time_out","nev_local_egress_time_out","nev_prm_egress_time_out","nev_mix_egress_time_out","microtransit_local_access_time_in","microtransit_prm_access_time_in","microtransit_mix_access_time_in","nev_local_access_time_in","nev_prm_access_time_in","nev_mix_access_time_in","microtransit_local_egress_time_in","microtransit_prm_egress_time_in","microtransit_mix_egress_time_in","nev_local_egress_time_in","nev_prm_egress_time_in","nev_mix_egress_time_in","time_drive_terminal","cost_parking","costOperatingDrive","cost_fare_drive","time_transit_drive","time_sch_bus_in_vehicle","time_nev_in_vehicle","time_microtransit_in_vehicle","time_nev_mt_wait","time_walk","distance_walk","time_mm","distance_mm","cost_fare_mm","distance_bike","time_wait_drive","parking_zone","trip_period","tour_participants","distance","weightTrip","weightPersonTrip","is_ea","is_am","is_md","is_pm","is_ev","ownTrp","vot1","vot2","vot3","inbound","DRIVEALONE_NOTR_EA_LOW","SHARED2_NOTR_EA_LOW","SHARED3_NOTR_EA_LOW","DRIVEALONE_TR_EA_LOW","SHARED2_TR_EA_LOW","SHARED3_TR_EA_LOW","DRIVEALONE_NOTR_EA_MED","SHARED2_NOTR_EA_MED","SHARED3_NOTR_EA_MED","DRIVEALONE_TR_EA_MED","SHARED2_TR_EA_MED","SHARED3_TR_EA_MED","DRIVEALONE_NOTR_EA_HIGH","SHARED2_NOTR_EA_HIGH","SHARED3_NOTR_EA_HIGH","DRIVEALONE_TR_EA_HIGH","SHARED2_TR_EA_HIGH","SHARED3_TR_EA_HIGH","WALK_LOC_EA","WALK_PRM_EA","WALK_MIX_EA","PNR_LOCOUT_EA","PNR_PRMOUT_EA","PNR_MIXOUT_EA","KNR_LOCOUT_EA","KNR_PRMOUT_EA","KNR_MIXOUT_EA","TNC_LOCOUT_EA","TNC_PRMOUT_EA","TNC_MIXOUT_EA","PNR_LOCIN_EA","PNR_PRMIN_EA","PNR_MIXIN_EA","KNR_LOCIN_EA","KNR_PRMIN_EA","KNR_MIXIN_EA","TNC_LOCIN_EA","TNC_PRMIN_EA","TNC_MIXIN_EA","BIKE_EA","WALK_EA","DRIVEALONE_NOTR_AM_LOW","SHARED2_NOTR_AM_LOW","SHARED3_NOTR_AM_LOW","DRIVEALONE_TR_AM_LOW","SHARED2_TR_AM_LOW","SHARED3_TR_AM_LOW","DRIVEALONE_NOTR_AM_MED","SHARED2_NOTR_AM_MED","SHARED3_NOTR_AM_MED","DRIVEALONE_TR_AM_MED","SHARED2_TR_AM_MED","SHARED3_TR_AM_MED","DRIVEALONE_NOTR_AM_HIGH","SHARED2_NOTR_AM_HIGH","SHARED3_NOTR_AM_HIGH","DRIVEALONE_TR_AM_HIGH","SHARED2_TR_AM_HIGH","SHARED3_TR_AM_HIGH","WALK_LOC_AM","WALK_PRM_AM","WALK_MIX_AM","PNR_LOCOUT_AM","PNR_PRMOUT_AM","PNR_MIXOUT_AM","KNR_LOCOUT_AM","KNR_PRMOUT_AM","KNR_MIXOUT_AM","TNC_LOCOUT_AM","TNC_PRMOUT_AM","TNC_MIXOUT_AM","PNR_LOCIN_AM","PNR_PRMIN_AM","PNR_MIXIN_AM","KNR_LOCIN_AM","KNR_PRMIN_AM","KNR_MIXIN_AM","TNC_LOCIN_AM","TNC_PRMIN_AM","TNC_MIXIN_AM","BIKE_AM","WALK_AM","DRIVEALONE_NOTR_MD_LOW","SHARED2_NOTR_MD_LOW","SHARED3_NOTR_MD_LOW","DRIVEALONE_TR_MD_LOW","SHARED2_TR_MD_LOW","SHARED3_TR_MD_LOW","DRIVEALONE_NOTR_MD_MED","SHARED2_NOTR_MD_MED","SHARED3_NOTR_MD_MED","DRIVEALONE_TR_MD_MED","SHARED2_TR_MD_MED","SHARED3_TR_MD_MED","DRIVEALONE_NOTR_MD_HIGH","SHARED2_NOTR_MD_HIGH","SHARED3_NOTR_MD_HIGH","DRIVEALONE_TR_MD_HIGH","SHARED2_TR_MD_HIGH","SHARED3_TR_MD_HIGH","WALK_LOC_MD","WALK_PRM_MD","WALK_MIX_MD","PNR_LOCOUT_MD","PNR_PRMOUT_MD","PNR_MIXOUT_MD","KNR_LOCOUT_MD","KNR_PRMOUT_MD","KNR_MIXOUT_MD","TNC_LOCOUT_MD","TNC_PRMOUT_MD","TNC_MIXOUT_MD","PNR_LOCIN_MD","PNR_PRMIN_MD","PNR_MIXIN_MD","KNR_LOCIN_MD","KNR_PRMIN_MD","KNR_MIXIN_MD","TNC_LOCIN_MD","TNC_PRMIN_MD","TNC_MIXIN_MD","BIKE_MD","WALK_MD","DRIVEALONE_NOTR_PM_LOW","SHARED2_NOTR_PM_LOW","SHARED3_NOTR_PM_LOW","DRIVEALONE_TR_PM_LOW","SHARED2_TR_PM_LOW","SHARED3_TR_PM_LOW","DRIVEALONE_NOTR_PM_MED","SHARED2_NOTR_PM_MED","SHARED3_NOTR_PM_MED","DRIVEALONE_TR_PM_MED","SHARED2_TR_PM_MED","SHARED3_TR_PM_MED","DRIVEALONE_NOTR_PM_HIGH","SHARED2_NOTR_PM_HIGH","SHARED3_NOTR_PM_HIGH","DRIVEALONE_TR_PM_HIGH","SHARED2_TR_PM_HIGH","SHARED3_TR_PM_HIGH","WALK_LOC_PM","WALK_PRM_PM","WALK_MIX_PM","PNR_LOCOUT_PM","PNR_PRMOUT_PM","PNR_MIXOUT_PM","KNR_LOCOUT_PM","KNR_PRMOUT_PM","KNR_MIXOUT_PM","TNC_LOCOUT_PM","TNC_PRMOUT_PM","TNC_MIXOUT_PM","PNR_LOCIN_PM","PNR_PRMIN_PM","PNR_MIXIN_PM","KNR_LOCIN_PM","KNR_PRMIN_PM","KNR_MIXIN_PM","TNC_LOCIN_PM","TNC_PRMIN_PM","TNC_MIXIN_PM","BIKE_PM","WALK_PM","DRIVEALONE_NOTR_EV_LOW","SHARED2_NOTR_EV_LOW","SHARED3_NOTR_EV_LOW","DRIVEALONE_TR_EV_LOW","SHARED2_TR_EV_LOW","SHARED3_TR_EV_LOW","DRIVEALONE_NOTR_EV_MED","SHARED2_NOTR_EV_MED","SHARED3_NOTR_EV_MED","DRIVEALONE_TR_EV_MED","SHARED2_TR_EV_MED","SHARED3_TR_EV_MED","DRIVEALONE_NOTR_EV_HIGH","SHARED2_NOTR_EV_HIGH","SHARED3_NOTR_EV_HIGH","DRIVEALONE_TR_EV_HIGH","SHARED2_TR_EV_HIGH","SHARED3_TR_EV_HIGH","WALK_LOC_EV","WALK_PRM_EV","WALK_MIX_EV","PNR_LOCOUT_EV","PNR_PRMOUT_EV","PNR_MIXOUT_EV","KNR_LOCOUT_EV","KNR_PRMOUT_EV","KNR_MIXOUT_EV","TNC_LOCOUT_EV","TNC_PRMOUT_EV","TNC_MIXOUT_EV","PNR_LOCIN_EV","PNR_PRMIN_EV","PNR_MIXIN_EV","KNR_LOCIN_EV","KNR_PRMIN_EV","KNR_MIXIN_EV","TNC_LOCIN_EV","TNC_PRMIN_EV","TNC_MIXIN_EV","BIKE_EV","WALK_EV","timeDrive","distanceDrive","costTollDrive","timeTransitInVehicle","timeRapidTransitInVehicle","timeExpressBusTransitInVehicle","timeLocalBusTransitInVehicle","timeLightRailTransitInVehicle","timeCommuterRailTransitInVehicle","costFareTransit","transfersTransit","timeBike","time_transit_wait","time_total","cost_total","value_of_time_category_id","trip_veh_body","trip_veh_age","trip_veh_fueltype","origin_purpose","sample_rate","origin_parking_zone","otaz","dtaz","trip_id"
-2100540,784728,"shopping",1,true,1,551,49,105027019,,,"shopping",,21,"SHARED2",-0.5573272087527276,15.339169962601838,26.910824495792703,41.457216115140106,false,false,236.1379166504712,29.11122025918028,1,1,1,0.57,0.37,0,29.075084274788782,4.9818693612926905,8.051269457138002,14.029451009178743,0.18024027,1.0171598,0.18024027,0,1.0171598,0.18024027,0,0.9461401,1.4121494,0,0,true,false,7.01716,0,0,true,false,7.01716,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,6.3228726,6.371076,6,6.5697756,6.65484,6,6.106,6.316,6.106,6.187058823529412,6.557647058823529,6.187058823529412,6.174,6.458,6.174,6.307058823529411,6.808235294117647,6.307058823529411,7.4532833,9.0923,6,8.564617,11.457,6,0,118.0689583252356,2.623507150362224,0,0,0,0,0,0,0,0,0,0,0,0,0,133,"MD",2,0.18024027,552.69,1105.38,false,false,true,false,false,false,0,0,1,false,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1.0171598196029663,0.18024027347564697,0,0,0,0,0,0,0,0,0,0,0,1.0171598196029663,120.69246547559783,3,"Car",3,"Gas","home",0.0018093325372270169,-1,1941,1977,840216153
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+3242885,1237313,"othdiscr",2,false,2,1729,5192,162144275,,,"home",,30,"WALK",4.083400783822823,5.94909686974398,10.437012052182421,16.078640188497243,false,false,0,32.5,0.7,0.5,0.65,0.57,0.37,0,15.322921709070389,18.547489740710844,13.589334419261014,22.0871064266567,0.53809786,3.223697,0.53809786,0,3.223697,0.53809786,0,3.68862,5.505403,0,0,true,false,9.223697,0,0,true,false,9.223697,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,6.6530046,6.6530046,6.6530046,7.1523614,7.1523614,7.1523614,6,6.102,6,6,6.18,6,6.248,6.416,6.248,6.437647058823529,6.734117647058824,6.437647058823529,11.429767,11.429767,11.429767,15.581942,15.581942,15.581942,0,0,0,0,0,0,0,0,0,9.619999885559082,0.48100000619888306,0,0,0,0,0,-1,"PM",1,0.53809786,552.69,552.69,false,false,false,true,false,false,0,0,0,true,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.619999885559082,0,3,,-9,,"shopping",0.0018093325372270169,-1,1740,1775,1297154206
diff --git a/test/regress/final_vehicles.csv b/test/regress/final_vehicles.csv
index 9d99781..611d508 100644
--- a/test/regress/final_vehicles.csv
+++ b/test/regress/final_vehicles.csv
@@ -1,5 +1,5 @@
 "household_id","vehicle_num","vehicle_type","auto_operating_cost","Range","MPG","vehicle_year","vehicle_id"
-784728,1,"Car_3_Gas",29.111220259180275,0,30.339852997086037,2020,7847281
+784728,1,"Car_3_Gas",29.111220259180275,0,30.33985299708604,2020,7847281
 786196,1,"SUV_11_Gas",35.310291863666826,0,19.5,2012,7861961
 786980,1,"Pickup_20_Gas",40.93354783362634,0,15.8,2003,7869801
 788147,1,"Car_12_Gas",32.20891337589882,0,21.7,2011,7881471
@@ -23,13 +23,13 @@
 816340,1,"Car_11_Gas",31.561543488095698,0,22.4,2012,8163401
 816592,1,"Pickup_7_Gas",36.78116722467264,0,18.5,2016,8165921
 818181,1,"Car_11_Gas",31.561543488095698,0,22.4,2012,8181811
-818678,1,"Car_3_Gas",29.111220259180275,0,30.339852997086037,2020,8186781
+818678,1,"Car_3_Gas",29.111220259180275,0,30.33985299708604,2020,8186781
 818816,1,"Car_9_Gas",30.86952740165046,0,23.2,2014,8188161
 820094,1,"Car_12_Gas",32.20891337589882,0,21.7,2011,8200941
 822459,1,"SUV_7_Gas",33.26352950787802,0,21.4,2016,8224591
 822459,2,"Pickup_14_Gas",39.24000636339429,0,16.8,2009,8224592
 823163,1,"Car_8_Gas",30.70391671762592,0,23.4,2015,8231631
-823520,1,"Car_4_Gas",29.428403973585798,0,29.891480785306445,2019,8235201
+823520,1,"Car_4_Gas",29.42840397358581,0,29.891480785306445,2019,8235201
 823520,2,"Car_20_Gas",33.42154770341668,0,20.5,2003,8235202
 824076,1,"SUV_5_Gas",32.73737260658854,0,26.005885999114497,2018,8240761
 824360,1,"Car_9_Gas",30.86952740165046,0,23.2,2014,8243601
@@ -39,24 +39,24 @@
 825301,1,"Car_12_Gas",32.20891337589882,0,21.7,2011,8253011
 830248,1,"Car_15_Gas",33.42154770341668,0,20.5,2008,8302481
 830248,2,"Van_9_Gas",40.33557589495774,0,15.7,2014,8302482
-830642,1,"Car_5_Gas",29.745587687991247,0,29.449734763848717,2018,8306421
+830642,1,"Car_5_Gas",29.745587687991247,0,29.44973476384872,2018,8306421
 830642,2,"Car_2_Gas",28.79403654477483,0,30.794950792042325,2021,8306422
 833913,1,"Car_20_Gas",33.42154770341668,0,20.5,2003,8339131
 833913,2,"Car_16_Gas",33.63759174743143,0,20.3,2007,8339132
 833995,1,"Car_7_Gas",30.460741534692534,0,23.7,2016,8339951
 834673,1,"Car_12_Gas",32.20891337589882,0,21.7,2011,8346731
 836353,1,"Car_3_Hybrid",22.566026978283762,0,47.267169887810006,2020,8363531
-836353,2,"Car_5_Gas",29.745587687991247,0,29.449734763848717,2018,8363532
+836353,2,"Car_5_Gas",29.745587687991247,0,29.44973476384872,2018,8363532
 837064,1,"Pickup_7_Gas",36.78116722467264,0,18.5,2016,8370641
 838789,1,"SUV_3_Gas",31.931281815099478,0,26.791913903437724,2020,8387891
 838789,2,"Car_10_Gas",30.953408148028807,0,23.1,2013,8387892
 841437,1,"Pickup_12_Gas",38.46665504483188,0,17.3,2011,8414371
 841609,1,"Van_1_Gas",34.989184021436024,0,22.54594266184607,2022,8416091
-845801,1,"Car_3_Gas",29.111220259180275,0,30.339852997086037,2020,8458011
+845801,1,"Car_3_Gas",29.111220259180275,0,30.33985299708604,2020,8458011
 845801,2,"SUV_4_Gas",32.334327210843924,0,26.39597428910121,2019,8458012
 847093,1,"Car_6_Gas",30.22364572496409,0,24,2017,8470931
 847093,2,"Car_20_Gas",33.42154770341668,0,20.5,2003,8470932
-847266,1,"Car_3_Gas",29.111220259180275,0,30.339852997086037,2020,8472661
+847266,1,"Car_3_Gas",29.111220259180275,0,30.33985299708604,2020,8472661
 849829,1,"Van_9_Gas",40.33557589495774,0,15.7,2014,8498291
 850412,1,"SUV_2_Gas",31.52823641935486,0,27.193792611989288,2021,8504121
 850412,2,"Van_10_Gas",39.97541594804407,0,15.9,2013,8504122
@@ -78,7 +78,7 @@
 868143,1,"SUV_6_Gas",33.46170163737357,0,21.2,2017,8681431
 868143,2,"Car_1_Gas",28.476852830369385,0,31.25687505392296,2022,8681432
 868503,1,"Pickup_9_Gas",38.770568547300115,0,17.1,2014,8685031
-868503,2,"Car_3_Gas",29.111220259180275,0,30.339852997086037,2020,8685032
+868503,2,"Car_3_Gas",29.111220259180275,0,30.33985299708604,2020,8685032
 868503,3,"SUV_20_Gas",39.015239538468926,0,16.8,2003,8685033
 868503,4,"Car_20_Gas",33.42154770341668,0,20.5,2003,8685034
 868536,1,"Van_11_Gas",40.893356093889494,0,15.4,2012,8685361
@@ -92,7 +92,7 @@
 872090,1,"Car_8_Gas",30.70391671762592,0,23.4,2015,8720901
 872123,1,"SUV_9_Gas",34.40179895217767,0,20.3,2014,8721231
 872123,2,"Pickup_7_Gas",36.78116722467264,0,18.5,2016,8721232
-872550,1,"Car_5_Gas",29.745587687991247,0,29.449734763848717,2018,8725501
+872550,1,"Car_5_Gas",29.745587687991247,0,29.44973476384872,2018,8725501
 872550,2,"SUV_10_Gas",34.73396667846641,0,20,2013,8725502
 872550,3,"SUV_13_Gas",36.042133379862115,0,18.9,2010,8725503
 872713,1,"Car_1_Gas",28.476852830369385,0,31.25687505392296,2022,8727131
diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/accessibility/compute_accessibility.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/accessibility/compute_accessibility.parquet
index f9ea6a7..d3ee65a 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/accessibility/initialize_proto_population.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/accessibility/initialize_proto_population.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/checkpoints.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/checkpoints.parquet
index cd242cb..82eb89a 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/disaggregate_accessibility/initialize_households.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/disaggregate_accessibility/initialize_households.parquet
index 203775f..d09d037 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/escort_bundles/school_escorting.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/escort_bundles/school_escorting.parquet
index 66ac29a..8ffb9a2 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/external_workplace_destination_size/initialize_households.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/external_workplace_destination_size/initialize_households.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/external_workplace_destination_size/initialize_proto_population.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/external_workplace_destination_size/initialize_proto_population.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/auto_ownership_simulate.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/auto_ownership_simulate.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/av_ownership.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/av_ownership.parquet
index 64751bb..aa9934d 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/cdap_simulate.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/cdap_simulate.parquet
index 81839b8..e6e30ca 100644
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/initialize_households.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/initialize_households.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/joint_tour_frequency_composition.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/joint_tour_frequency_composition.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/school_escorting.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/school_escorting.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/transponder_ownership.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/transponder_ownership.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/vehicle_type_choice.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/vehicle_type_choice.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/workplace_location.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households/workplace_location.parquet
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diff --git a/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households_skipped/initialize_households.parquet b/test/regress/reference-pipeline-hh100-recode.parquetpipeline/households_skipped/initialize_households.parquet
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