payments.csv

"id","cc_num","merchant","category","amt","first","last","gender","street","city","state","zip","lat","long","city_pop","job","dob","trans_num","merch_lat","merch_long","is_fraud","transaction_time","predicted_fraud"
"990","4509142395811241","fraud_Bailey-Morar","grocery_pos","319.80","Margaret","Williams","F","165 Jerry Meadows Suite 460","Surrency","GA","31563","31.6489","-82.1982","1324","Engineer, technical sales","1926-07-12","421e09c60638443a86528da9d090f8c2","30.743302","-82.207894","1","1761773644507","1"
"1343","377834944388609","fraud_Upton PLC","entertainment","409.20","Michael","Jackson","M","539 Underwood Divide","Pea Ridge","AR","72751","36.4539","-94.118","6434","Product designer","1967-08-28","01a748c0d894d55069063e3cf1ce10bd","37.112335","-94.237607","1","1761777874357","1"
"1837","213161293389774","fraud_Heathcote LLC","shopping_net","805.55","Catherine","Weber","F","74890 Rodriguez Springs Apt. 540","West Henrietta","NY","14586","43.0397","-77.6871","10256","Teacher, primary school","1968-06-24","2a1640de1316b2fbc79467531b773269","42.921548","-77.87955","1","1761783898902","1"
"1893","2454076758463217","fraud_Kovacek, Dibbert and Ondricka","grocery_pos","306.75","Robert","Andrade","M","27720 Martin Hills","Remer","MN","56672","47.0874","-93.9196","2097","Insurance risk surveyor","1987-10-27","a1e15b780073e53186005b492f269f50","46.917912","-93.198711","1","1761784605816","1"
"2860","3583793405872580","fraud_Lesch Ltd","shopping_pos","811.62","Beth","Lambert","F","6447 Johnson Estates Apt. 986","Roosevelt","OK","73564","34.847","-98.9836","551","Amenity horticulturist","1970-09-27","319b7ef96e55a442cc5e4fa737675c79","34.887259","-99.741643","1","1761796257750","1"
"3257","6515067575568369","fraud_Feil-Morar","health_fitness","25.69","Kevin","Pena","M","2674 Bentley Radial","Damascus","VA","24236","36.6403","-81.7776","3085","Land/geomatics surveyor","1990-10-15","e82786e6480728c9db359bfb4abc8796","35.778977","-82.747838","0","1761801028627","1"
"4400","4066595222529","fraud_Flatley-Durgan","misc_net","986.16","Jamie","Olson","F","3423 Michael Canyon Suite 276","River","KY","41254","37.8795","-82.7251","571","Quarry manager","1931-03-07","cf941cb4d50e4ba7a4bc331d72466b83","38.740308","-81.752299","1","1761814895271","1"
"4435","3540075240003197","fraud_Greenholt, O'Hara and Balistreri","shopping_net","852.76","Christian","Johns","M","892 Solis Neck","Lonsdale","MN","55046","44.4477","-93.4252","5211","Chief Strategy Officer","1987-01-27","3bcda7eda5fad588fc5d143975349551","43.745898","-93.001669","1","1761815375642","1"
"5039","4195740185974","fraud_Rohan, White and Aufderhar","misc_net","897.80","Benjamin","Robinson","M","0701 John Ranch","Portland","OR","97210","45.5303","-122.7033","841711","Engineer, building services","1963-04-04","0916d6c3e5a18e696b01b30b1d5df98c","45.545722","-123.244956","1","1761822708498","1"
"5583","30270432095985","fraud_Morissette PLC","shopping_pos","1052.90","Lisa","Lin","F","908 Brooks Brook","Lomax","IL","61454","40.6761","-91.0391","725","Environmental consultant","1972-11-28","81fcbc2c6dc202658afa67dfb5a54986","41.419683","-91.67608","1","1761829398013","1"
"6063","2714019737356678","fraud_Stamm-Witting","shopping_net","925.28","Christina","Moore","F","542 Finley Ports Apt. 396","West Finley","PA","15377","39.9914","-80.4408","724","Theme park manager","1995-08-30","edce6d8702c805036ff866e1170a3035","39.554361","-80.379558","1","1761835531857","1"
"6663","370612217861404","fraud_Goldner, Kovacek and Abbott","grocery_pos","354.52","Amanda","Fitzgerald","F","298 Kayla Lights","Bristol","PA","19007","40.1159","-74.8536","21125","Administrator, charities/voluntary organisations","1985-05-25","757e0b36c5fdc3f4e3ac4141d2ef46c8","39.471252","-74.785794","1","1761842897649","1"
"7580","2358122155477959","fraud_Schmidt and Sons","shopping_net","1037.21","Mike","Tran","M","17355 Mendoza Bypass Suite 059","Linthicum Heights","MD","21090","39.2092","-76.6681","9784","Conservator, furniture","1924-10-30","10ad75eeb90c45a7f64543463a52d998","39.167276","-77.027134","1","1761909958823","1"
"7605","4476840372112","fraud_Wolf Inc","grocery_pos","305.37","Steven","Walters","M","3206 Hall Divide Suite 282","Woodville","AL","35776","34.6689","-86.2296","3395","Editor, commissioning","1979-01-21","db169215fd91b3ce34cb0bbab4b78059","34.639257","-85.256179","1","1761910292196","1"
"7734","3589255887819806","fraud_Hills-Witting","shopping_net","874.99","David","Miller","M","622 Bradley Knoll Apt. 758","Hancock","MD","21750","39.6991","-78.1762","3766","Press photographer","1984-02-14","cd1bf52e80cc6e25dd3fcdbfe6c78ac6","39.618476","-77.753339","1","1761911852212","1"