FileDBInputfile.csv

"months_as_customer","age","policy_number","policy_bind_date","policy_state","policy_csl","policy_deductable","policy_annual_premium","umbrella_limit","insured_zip","insured_sex","insured_education_level","insured_occupation","insured_hobbies","insured_relationship","capital-gains","capital-loss","incident_date","incident_type","collision_type","incident_severity","authorities_contacted","incident_state","incident_city","incident_location","incident_hour_of_the_day","number_of_vehicles_involved","property_damage","bodily_injuries","witnesses","police_report_available","total_claim_amount","injury_claim","property_claim","vehicle_claim","auto_make","auto_model","auto_year","fraud_reported"
"328","48","521585","10/17/2014","OH","250/500","1000","1406.91","0","466132","MALE","MD","craft-repair","sleeping","husband","53300","0","1/25/2015","Single Vehicle Collision","Side Collision","Major Damage","Police","SC","Columbus","9935 4th Drive","5","1","YES","1","2","YES","71610","6510","13020","52080","Saab","92x","2004","Y"
"228","42","342868","6/27/2006","IN","250/500","2000","1197.22","5000000","468176","MALE","MD","machine-op-inspct","reading","other-relative","0","0","1/21/2015","Vehicle Theft","?","Minor Damage","Police","VA","Riverwood","6608 MLK Hwy","8","1","?","0","0","?","5070","780","780","3510","Mercedes","E400","2007","Y"
"134","29","687698","9/6/2000","OH","100/300","2000","1413.14","5000000","430632","FEMALE","PhD","sales","board-games","own-child","35100","0","2/22/2015","Multi-vehicle Collision","Rear Collision","Minor Damage","Police","NY","Columbus","7121 Francis Lane","7","3","NO","2","3","NO","34650","7700","3850","23100","Dodge","RAM","2007","N"
"256","41","227811","5/25/1990","IL","250/500","2000","1415.74","6000000","608117","FEMALE","PhD","armed-forces","board-games","unmarried","48900","-62400","1/10/2015","Single Vehicle Collision","Front Collision","Major Damage","Police","OH","Arlington","6956 Maple Drive","5","1","?","1","2","NO","63400","6340","6340","50720","Chevrolet","Tahoe","2014","Y"
"228","44","367455","6/6/2014","IL","500/1000","1000","1583.91","6000000","610706","MALE","Associate","sales","board-games","unmarried","66000","-46000","2/17/2015","Vehicle Theft","?","Minor Damage","None","NY","Arlington","3041 3rd Ave","20","1","NO","0","1","NO","6500","1300","650","4550","Accura","RSX","2009","N"
"256","39","104594","10/12/2006","OH","250/500","1000","1351.1","0","478456","FEMALE","PhD","tech-support","bungie-jumping","unmarried","0","0","1/2/2015","Multi-vehicle Collision","Rear Collision","Major Damage","Fire","SC","Arlington","8973 Washington St","19","3","NO","0","2","NO","64100","6410","6410","51280","Saab","95","2003","Y"
"137","34","413978","6/4/2000","IN","250/500","1000","1333.35","0","441716","MALE","PhD","prof-specialty","board-games","husband","0","-77000","1/13/2015","Multi-vehicle Collision","Front Collision","Minor Damage","Police","NY","Springfield","5846 Weaver Drive","0","3","?","0","0","?","78650","21450","7150","50050","Nissan","Pathfinder","2012","N"
"165","37","429027","2/3/1990","IL","100/300","1000","1137.03","0","603195","MALE","Associate","tech-support","base-jumping","unmarried","0","0","2/27/2015","Multi-vehicle Collision","Front Collision","Total Loss","Police","VA","Columbus","3525 3rd Hwy","23","3","?","2","2","YES","51590","9380","9380","32830","Audi","A5","2015","N"
"27","33","485665","2/5/1997","IL","100/300","500","1442.99","0","601734","FEMALE","PhD","other-service","golf","own-child","0","0","1/30/2015","Single Vehicle Collision","Front Collision","Total Loss","Police","WV","Arlington","4872 Rock Ridge","21","1","NO","1","1","YES","27700","2770","2770","22160","Toyota","Camry","2012","N"
"212","42","636550","7/25/2011","IL","100/300","500","1315.68","0","600983","MALE","PhD","priv-house-serv","camping","wife","0","-39300","1/5/2015","Single Vehicle Collision","Rear Collision","Total Loss","Other","NC","Hillsdale","3066 Francis Ave","14","1","NO","2","1","?","42300","4700","4700","32900","Saab","92x","1996","N"
"235","42","543610","5/26/2002","OH","100/300","500","1253.12","4000000","462283","FEMALE","Masters","exec-managerial","dancing","other-relative","38400","0","1/6/2015","Single Vehicle Collision","Front Collision","Total Loss","Police","NY","Northbend","1558 1st Ridge","22","1","YES","2","2","?","87010","7910","15820","63280","Ford","F150","2002","N"
"447","61","214618","5/29/1999","OH","100/300","2000","1137.16","0","615561","FEMALE","High School","exec-managerial","skydiving","other-relative","0","-51000","2/15/2015","Multi-vehicle Collision","Front Collision","Major Damage","Fire","SC","Springfield","5971 5th Hwy","21","3","YES","1","2","YES","114920","17680","17680","79560","Audi","A3","2006","N"
"60","23","842643","11/20/1997","OH","500/1000","500","1215.36","3000000","432220","MALE","MD","protective-serv","reading","wife","0","0","1/22/2015","Single Vehicle Collision","Rear Collision","Total Loss","Ambulance","SC","Northbend","6655 5th Drive","9","1","YES","1","0","NO","56520","4710","9420","42390","Saab","95","2000","N"
"121","34","626808","10/26/2012","OH","100/300","1000","936.61","0","464652","FEMALE","MD","armed-forces","bungie-jumping","wife","52800","-32800","1/8/2015","Parked Car","?","Minor Damage","None","SC","Springfield","6582 Elm Lane","5","1","NO","1","1","NO","7280","1120","1120","5040","Toyota","Highlander","2010","N"
"180","38","644081","12/28/1998","OH","250/500","2000","1301.13","0","476685","FEMALE","College","machine-op-inspct","board-games","not-in-family","41300","-55500","1/15/2015","Single Vehicle Collision","Rear Collision","Total Loss","Police","SC","Springfield","6851 3rd Drive","12","1","NO","0","2","YES","46200","4200","8400","33600","Dodge","Neon","2003","Y"
"473","58","892874","10/19/1992","IN","100/300","2000","1131.4","0","458733","FEMALE","MD","transport-moving","movies","other-relative","55700","0","1/29/2015","Multi-vehicle Collision","Side Collision","Major Damage","Other","WV","Hillsdale","9573 Weaver Ave","12","4","YES","0","0","NO","63120","10520","10520","42080","Accura","MDX","1999","Y"
"70","26","558938","6/8/2005","OH","500/1000","1000","1199.44","5000000","619884","MALE","College","machine-op-inspct","hiking","own-child","63600","0","2/22/2015","Multi-vehicle Collision","Rear Collision","Major Damage","Other","NY","Riverwood","5074 3rd St","0","3","?","1","2","YES","52110","5790","5790","40530","Nissan","Maxima","2012","N"
"140","31","275265","11/15/2004","IN","500/1000","500","708.64","6000000","470610","MALE","High School","machine-op-inspct","reading","unmarried","53500","0","1/6/2015","Single Vehicle Collision","Side Collision","Total Loss","Police","WV","Northbend","4546 Tree St","9","1","NO","0","2","YES","77880","14160","7080","56640","Suburu","Legacy","2015","N"
"160","37","921202","12/28/2014","OH","500/1000","500","1374.22","0","472135","FEMALE","MD","craft-repair","yachting","other-relative","45500","-37800","1/19/2015","Single Vehicle Collision","Side Collision","Total Loss","Other","NY","Northbrook","3842 Solo Ridge","19","1","YES","1","0","NO","72930","6630","13260","53040","Accura","TL","2015","N"
"196","39","143972","8/2/1992","IN","500/1000","2000","1475.73","0","477670","FEMALE","High School","handlers-cleaners","camping","own-child","57000","-27300","2/22/2015","Multi-vehicle Collision","Side Collision","Major Damage","Police","VA","Columbus","8101 3rd Ridge","8","3","?","2","0","NO","60400","6040","6040","48320","Nissan","Pathfinder","2014","N"
"460","62","183430","6/25/2002","IN","250/500","1000","1187.96","4000000","618845","MALE","JD","other-service","bungie-jumping","own-child","0","0","1/1/2015","Multi-vehicle Collision","Rear Collision","Minor Damage","Police","NY","Columbus","5380 Pine St","20","3","NO","1","0","?","47160","0","5240","41920","Suburu","Impreza","2011","N"
"217","41","431876","11/27/2005","IL","500/1000","2000","875.15","0","442479","FEMALE","Associate","machine-op-inspct","skydiving","own-child","46700","0","2/10/2015","Multi-vehicle Collision","Side Collision","Total Loss","Police","SC","Arlington","8957 Weaver Drive","15","3","?","1","2","?","37840","0","4730","33110","Accura","RSX","1996","N"
"370","55","285496","5/27/1994","IL","100/300","2000","972.18","0","443920","MALE","High School","prof-specialty","paintball","other-relative","72700","-68200","1/11/2015","Multi-vehicle Collision","Rear Collision","Major Damage","Ambulance","SC","Hillsdale","2526 Embaracadero Ave","20","3","NO","0","0","YES","71520","17880","5960","47680","Suburu","Forrestor","2000","Y"
"413","55","115399","2/8/1991","IN","100/300","2000","1268.79","0","453148","MALE","MD","priv-house-serv","chess","own-child","0","-31000","1/19/2015","Single Vehicle Collision","Front Collision","Total Loss","Ambulance","WV","Northbend","5667 4th Drive","15","1","?","2","2","?","98160","8180","16360","73620","Dodge","RAM","2011","Y"
"237","40","736882","2/2/1996","IN","100/300","1000","883.31","0","434733","MALE","College","craft-repair","kayaking","husband","0","-53500","2/24/2015","Single Vehicle Collision","Rear Collision","Minor Damage","Other","VA","Riverwood","2502 Apache Hwy","6","1","NO","1","3","NO","77880","7080","14160","56640","Ford","Escape","2005","N"
"8","35","699044","12/5/2013","OH","100/300","2000","1266.92","0","613982","MALE","Masters","sales","polo","own-child","0","0","1/9/2015","Multi-vehicle Collision","Rear Collision","Major Damage","Other","OH","Arlington","3418 Texas Lane","16","3","NO","1","3","YES","71500","16500","11000","44000","Ford","Escape","2006","Y"
"257","43","863236","9/20/1990","IN","100/300","2000","1322.1","0","436984","MALE","High School","prof-specialty","golf","own-child","0","-29200","1/28/2015","Parked Car","?","Minor Damage","Police","PA","Arlington","2533 Elm St","4","1","YES","1","3","YES","9020","1640","820","6560","Toyota","Camry","2005","N"
"202","34","608513","7/18/2002","IN","100/300","500","848.07","3000000","607730","MALE","JD","exec-managerial","chess","not-in-family","31000","-30200","1/7/2015","Vehicle Theft","?","Minor Damage","None","VA","Northbrook","3790 Andromedia Hwy","5","1","YES","2","1","?","5720","1040","520","4160","Suburu","Forrestor","2003","Y"
"224","40","914088","2/8/1990","OH","100/300","2000","1291.7","0","609837","FEMALE","JD","sales","kayaking","not-in-family","0","-55600","1/8/2015","Single Vehicle Collision","Side Collision","Minor Damage","Other","SC","Northbend","3220 Rock Drive","21","1","NO","1","0","YES","69840","7760","15520","46560","Dodge","Neon","2009","N"
"241","45","596785","3/4/2014","IL","500/1000","2000","1104.5","0","432211","FEMALE","PhD","machine-op-inspct","basketball","unmarried","0","0","2/15/2015","Single Vehicle Collision","Rear Collision","Minor Damage","Police","SC","Northbrook","2100 Francis Drive","5","1","NO","2","2","NO","91650","14100","14100","63450","Accura","TL","2011","N"
"64","25","908616","2/18/2000","IL","250/500","1000","954.16","0","473328","MALE","Masters","prof-specialty","video-games","husband","53200","0","1/18/2015","Multi-vehicle Collision","Side Collision","Major Damage","Ambulance","SC","Columbus","4687 5th Drive","22","4","NO","0","0","?","75600","12600","12600","50400","Toyota","Corolla","2005","N"
"166","37","666333","6/19/2008","IL","100/300","2000","1337.28","8000000","610393","MALE","JD","craft-repair","reading","husband","27500","0","2/28/2015","Multi-vehicle Collision","Side Collision","Major Damage","Police","WV","Riverwood","9038 2nd Lane","10","3","NO","2","2","?","67140","7460","7460","52220","Ford","F150","2006","Y"
"155","35","336614","8/1/2003","IL","500/1000","1000","1088.34","0","614780","FEMALE","Associate","adm-clerical","yachting","other-relative","81100","0","2/24/2015","Multi-vehicle Collision","Front Collision","Total Loss","Police","NY","Arlington","6092 5th Ave","16","3","YES","2","3","NO","29790","3310","3310","23170","BMW","3 Series","2008","N"
"114","30","584859","4/4/1992","IL","100/300","1000","1558.29","0","472248","MALE","High School","farming-fishing","video-games","wife","51400","-64000","1/9/2015","Multi-vehicle Collision","Front Collision","Major Damage","Ambulance","NY","Hillsdale","8353 Britain Ridge","1","3","NO","1","2","?","77110","14020","14020","49070","Suburu","Impreza","2015","N"
"149","37","990493","1/13/1991","IL","500/1000","500","1415.68","0","603381","MALE","PhD","prof-specialty","yachting","own-child","0","0","2/12/2015","Single Vehicle Collision","Side Collision","Total Loss","Fire","WV","Hillsdale","3540 Maple St","17","1","YES","0","1","YES","64800","10800","5400","48600","Audi","A3","1999","N"
"147","33","129872","8/8/2010","OH","100/300","1000","1334.15","6000000","479224","MALE","High School","craft-repair","reading","not-in-family","53300","-49200","1/24/2015","Single Vehicle Collision","Front Collision","Major Damage","Other","WV","Springfield","3104 Sky Drive","15","1","YES","2","0","YES","53100","10620","5310","37170","Mercedes","C300","1995","Y"
"62","28","200152","3/9/2003","IL","100/300","1000","988.45","0","430141","FEMALE","Masters","protective-serv","camping","unmarried","0","0","1/9/2015","Single Vehicle Collision","Rear Collision","Total Loss","Police","NY","Northbrook","4981 Weaver St","3","1","?","1","1","YES","60200","6020","6020","48160","Suburu","Forrestor","2004","Y"
"289","49","933293","2/3/1993","IL","500/1000","2000","1222.48","0","620757","FEMALE","JD","priv-house-serv","golf","unmarried","0","0","1/18/2015","Parked Car","?","Minor Damage","None","WV","Arlington","6676 Tree Lane","16","1","NO","1","1","YES","5330","1230","820","3280","Suburu","Legacy","2001","N"
"431","54","485664","11/25/2002","IN","500/1000","2000","1155.55","0","615901","FEMALE","MD","craft-repair","bungie-jumping","unmarried","65700","0","1/21/2015","Multi-vehicle Collision","Rear Collision","Major Damage","Police","NY","Hillsdale","3930 Embaracadero St","4","3","?","2","0","?","62300","12460","6230","43610","Jeep","Wrangler","2007","N"
"199","37","982871","7/27/1997","IN","250/500","500","1262.08","0","474615","MALE","JD","tech-support","video-games","wife","48500","0","1/8/2015","Single Vehicle Collision","Front Collision","Major Damage","Ambulance","NC","Columbus","3422 Flute St","4","1","?","0","3","NO","60170","10940","10940","38290","Nissan","Pathfinder","2011","Y"
"79","26","206213","5/8/1995","IL","100/300","500","1451.62","0","456446","MALE","Associate","tech-support","kayaking","not-in-family","0","-55700","1/3/2015","Single Vehicle Collision","Rear Collision","Minor Damage","Ambulance","WV","Columbus","4862 Lincoln Hwy","19","1","NO","2","2","?","40000","8000","4000","28000","BMW","M5","2010","N"
"116","34","616337","8/30/2012","IN","250/500","500","1737.66","0","470577","MALE","Associate","transport-moving","chess","unmarried","0","-24100","1/1/2015","Single Vehicle Collision","Side Collision","Major Damage","Police","WV","Northbrook","5719 2nd Lane","1","1","?","1","1","?","97080","16180","16180","64720","BMW","X5","2001","Y"
"37","23","448961","4/30/2006","IL","500/1000","500","1475.93","0","441648","FEMALE","College","prof-specialty","hiking","husband","0","-67400","1/16/2015","Multi-vehicle Collision","Side Collision","Minor Damage","Other","SC","Springfield","3221 Solo Ridge","17","3","YES","1","0","NO","51660","5740","5740","40180","Dodge","RAM","2010","N"
"106","30","790442","4/13/2003","OH","250/500","500","538.17","0","433782","FEMALE","PhD","transport-moving","reading","own-child","49700","-60200","2/10/2015","Single Vehicle Collision","Rear Collision","Total Loss","Other","NC","Arlington","6660 MLK Drive","23","1","NO","2","2","NO","51120","5680","5680","39760","Mercedes","E400","2005","N"
"269","44","108844","12/5/2007","IL","100/300","2000","1081.08","0","468104","MALE","JD","priv-house-serv","reading","unmarried","36400","-28700","2/14/2015","Single Vehicle Collision","Front Collision","Minor Damage","Other","SC","Springfield","1699 Oak Drive","14","1","YES","0","2","?","56400","11280","11280","33840","Toyota","Highlander","2014","N"
"265","40","430029","8/21/2006","IL","250/500","1000","1454.43","0","459407","FEMALE","MD","protective-serv","yachting","husband","0","0","2/21/2015","Multi-vehicle Collision","Rear Collision","Total Loss","Other","NY","Arlington","4234 Cherokee Lane","17","3","NO","2","3","?","55120","6890","0","48230","Accura","MDX","2002","N"
"163","33","529112","1/8/1990","IN","100/300","500","1240.47","0","472573","FEMALE","Associate","other-service","polo","husband","35300","0","2/18/2015","Multi-vehicle Collision","Rear Collision","Total Loss","Fire","NC","Northbend","7476 4th St","11","3","YES","1","1","?","77110","0","14020","63090","Honda","Civic","2014","N"
"355","47","939631","3/18/1990","OH","500/1000","2000","1273.7","4000000","433473","MALE","College","other-service","kayaking","husband","0","0","1/10/2015","Multi-vehicle Collision","Front Collision","Major Damage","Fire","WV","Arlington","8907 Tree Ave","19","3","NO","2","1","NO","62800","6280","6280","50240","Audi","A3","2003","Y"
"175","34","866931","1/7/2008","IN","500/1000","1000","1123.87","8000000","446326","FEMALE","PhD","protective-serv","dancing","other-relative","0","0","2/26/2015","Vehicle Theft","?","Trivial Damage","Police","NY","Arlington","6619 Flute Ave","5","1","?","2","0","YES","7290","810","810","5670","Volkswagen","Passat","1995","N"
"192","35","582011","3/10/1997","IL","100/300","1000","1245.89","0","435481","FEMALE","Masters","exec-managerial","movies","wife","0","-40300","1/1/2015","Single Vehicle Collision","Rear Collision","Total Loss","Other","WV","Springfield","6011 Britain St","19","1","NO","0","0","?","76600","15320","7660","53620","Mercedes","C300","2000","N"