diff --git a/Loan_payments_data.csv b/Loan_payments_data.csv
new file mode 100644
index 0000000..63765b8
--- /dev/null
+++ b/Loan_payments_data.csv
@@ -0,0 +1,501 @@
+Loan_ID,loan_status,Principal,terms,effective_date,due_date,paid_off_time,past_due_days,age,education,Gender
+xqd20166231,PAIDOFF,1000,30,9/8/16,10/7/16,9/14/16 19:31,,45,High School or Below,male
+xqd20168902,PAIDOFF,1000,30,9/8/16,10/7/16,10/7/16 9:00,,50,Bechalor,female
+xqd20160003,PAIDOFF,1000,30,9/8/16,10/7/16,9/25/16 16:58,,33,Bechalor,female
+xqd20160004,PAIDOFF,1000,15,9/8/16,9/22/16,9/22/16 20:00,,27,college,male
+xqd20160005,PAIDOFF,1000,30,9/9/16,10/8/16,9/23/16 21:36,,28,college,female
+xqd20160706,PAIDOFF,300,7,9/9/16,9/15/16,9/9/16 13:45,,35,Master or Above,male
+xqd20160007,PAIDOFF,1000,30,9/9/16,10/8/16,10/7/16 23:07,,29,college,male
+xqd20160008,PAIDOFF,1000,30,9/9/16,10/8/16,10/5/16 20:33,,36,college,male
+xqd20160909,PAIDOFF,1000,30,9/9/16,10/8/16,10/8/16 16:00,,28,college,male
+xqd20160010,PAIDOFF,800,15,9/10/16,9/24/16,9/24/16 13:00,,26,college,male
+xqd20160011,PAIDOFF,300,7,9/10/16,9/16/16,9/11/16 19:11,,29,college,male
+xqd20160012,PAIDOFF,1000,15,9/10/16,10/9/16,10/9/16 16:00,,39,High School or Below,male
+xqd20160013,PAIDOFF,1000,30,9/10/16,10/9/16,10/7/16 23:32,,26,college,male
+xqd20160014,PAIDOFF,900,7,9/10/16,9/16/16,9/13/16 21:57,,26,college,female
+xqd20160015,PAIDOFF,1000,7,9/10/16,9/16/16,9/15/16 14:27,,27,High School or Below,male
+xqd20160016,PAIDOFF,800,15,9/10/16,9/24/16,9/24/16 16:00,,26,college,male
+xqd20160017,PAIDOFF,1000,30,9/10/16,10/9/16,9/27/16 14:21,,40,High School or Below,male
+xqd20160018,PAIDOFF,1000,15,9/10/16,9/24/16,9/23/16 18:49,,32,High School or Below,male
+xqd20160019,PAIDOFF,1000,30,9/10/16,10/9/16,10/5/16 22:05,,32,High School or Below,male
+xqd20160020,PAIDOFF,800,30,9/10/16,10/9/16,9/23/16 7:42,,26,college,male
+xqd20160021,PAIDOFF,1000,30,9/10/16,10/9/16,10/9/16 9:00,,26,college,male
+xqd20160022,PAIDOFF,1000,30,9/10/16,10/9/16,10/8/16 17:09,,43,High School or Below,female
+xqd20160023,PAIDOFF,1000,30,9/10/16,10/9/16,10/9/16 23:00,,25,High School or Below,male
+xqd20160024,PAIDOFF,1000,15,9/10/16,9/24/16,9/24/16 13:00,,26,college,male
+xqd20160025,PAIDOFF,1000,30,9/10/16,10/9/16,10/3/16 12:50,,26,college,male
+xqd20160026,PAIDOFF,1000,30,9/10/16,10/9/16,9/29/16 12:18,,29,High School or Below,male
+xqd20160027,PAIDOFF,800,15,9/10/16,9/24/16,9/21/16 20:16,,39,Bechalor,male
+xqd20170088,PAIDOFF,1000,15,9/10/16,9/24/16,9/23/16 8:21,,34,Bechalor,male
+xqd20160029,PAIDOFF,1000,30,9/11/16,10/10/16,9/22/16 19:17,,31,college,male
+xqd20160030,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 17:33,,33,college,male
+xqd88160031,PAIDOFF,800,15,9/11/16,9/25/16,9/24/16 14:41,,33,High School or Below,male
+xqd20160032,PAIDOFF,1000,30,9/11/16,10/10/16,10/7/16 21:48,,37,college,male
+xqd20160033,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 17:44,,27,college,male
+xqd22169034,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 7:24,,37,college,male
+xqd20160035,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 21:49,,33,college,male
+xqd20160036,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 9:00,,29,Bechalor,male
+xqd20160037,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:00,,27,High School or Below,male
+xqd20160038,PAIDOFF,700,15,9/11/16,9/25/16,9/25/16 13:00,,33,High School or Below,male
+xqd20160039,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,24,college,male
+xqd20160040,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 11:33,,21,Bechalor,male
+xqd20160041,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,32,college,female
+xqd20160042,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 14:36,,30,college,male
+xqd20160043,PAIDOFF,1000,7,9/11/16,9/24/16,9/24/16 9:00,,31,Bechalor,male
+xqd20160044,PAIDOFF,1000,15,9/11/16,9/25/16,9/20/16 15:00,,30,college,male
+xqd20160045,PAIDOFF,1000,15,9/11/16,9/25/16,9/21/16 22:29,,24,Bechalor,female
+xqd20160046,PAIDOFF,800,7,9/11/16,9/17/16,9/12/16 22:17,,35,High School or Below,male
+xqd20160047,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 14:14,,22,High School or Below,male
+xqd20160048,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 8:53,,32,college,male
+xqd20160049,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,32,Bechalor,male
+xqd20160050,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 19:21,,50,High School or Below,male
+xqd20160051,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 13:00,,27,college,female
+xqd20160052,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,35,Bechalor,female
+xqd20160053,PAIDOFF,800,15,9/11/16,9/25/16,9/13/16 4:34,,35,Bechalor,female
+xqd20160054,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,34,High School or Below,male
+xqd20160055,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:00,,21,High School or Below,male
+xqd20160056,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 16:00,,25,college,male
+xqd20160057,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,27,High School or Below,male
+xqd20160058,PAIDOFF,1000,30,9/11/16,10/10/16,10/7/16 2:33,,26,Bechalor,male
+xqd20160059,PAIDOFF,800,15,9/11/16,9/25/16,9/24/16 11:40,,44,High School or Below,female
+xqd20160060,PAIDOFF,800,15,9/11/16,9/25/16,9/22/16 6:38,,39,Master or Above,male
+xqd20160061,PAIDOFF,1000,30,9/11/16,10/10/16,9/30/16 21:12,,34,Bechalor,male
+xqd20160062,PAIDOFF,1000,15,9/11/16,9/25/16,9/24/16 13:42,,37,college,male
+xqd20160063,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 7:25,,34,High School or Below,male
+xqd20160064,PAIDOFF,1000,30,9/11/16,10/10/16,9/12/16 11:40,,45,college,male
+xqd20160065,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 14:38,,24,High School or Below,male
+xqd20160066,PAIDOFF,900,15,9/11/16,9/25/16,9/25/16 23:00,,28,college,male
+xqd20160067,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 12:04,,28,Bechalor,male
+xqd20160068,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,37,High School or Below,male
+xqd20160069,PAIDOFF,300,7,9/11/16,9/17/16,9/14/16 22:05,,35,college,male
+xqd20160070,PAIDOFF,1000,30,9/11/16,10/10/16,9/24/16 13:27,,43,Bechalor,male
+xqd20160071,PAIDOFF,800,15,9/11/16,9/25/16,9/22/16 21:18,,29,college,male
+xqd20160072,PAIDOFF,800,15,9/11/16,9/25/16,9/24/16 22:53,,29,High School or Below,male
+xqd20160073,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:00,,33,Bechalor,female
+xqd20160074,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,34,college,male
+xqd20160075,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,25,college,male
+xqd20160076,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 13:12,,30,High School or Below,male
+xqd20160077,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 13:49,,31,Bechalor,male
+xqd20160078,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,35,college,male
+xqd20160079,PAIDOFF,1000,30,9/11/16,10/10/16,9/30/16 14:29,,37,college,female
+xqd20160080,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,44,High School or Below,female
+xqd20160081,PAIDOFF,1000,30,9/11/16,10/10/16,9/21/16 16:18,,28,High School or Below,male
+xqd20160082,PAIDOFF,1000,7,9/11/16,9/17/16,9/13/16 14:53,,25,college,male
+xqd20160083,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,29,college,male
+xqd20160084,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 13:00,,33,college,male
+xqd20160085,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 13:00,,37,High School or Below,female
+xqd20160086,PAIDOFF,1000,30,9/11/16,11/9/16,11/9/16 9:00,,33,college,male
+xqd20160087,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:00,,24,High School or Below,female
+xqd20160088,PAIDOFF,1000,30,9/11/16,10/10/16,9/17/16 13:01,,27,college,female
+xqd20160089,PAIDOFF,800,15,9/11/16,9/25/16,9/21/16 9:35,,43,Bechalor,male
+xqd90160090,PAIDOFF,800,15,9/11/16,9/25/16,9/24/16 20:33,,46,High School or Below,female
+xqd91160291,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 9:00,,34,college,female
+xqd90160092,PAIDOFF,1000,7,9/11/16,9/17/16,9/17/16 9:00,,32,Bechalor,female
+xqd90163093,PAIDOFF,800,15,9/11/16,9/25/16,9/24/16 0:12,,38,High School or Below,male
+xqd20160094,PAIDOFF,800,15,9/11/16,9/25/16,9/21/16 12:43,,27,High School or Below,male
+xqd20167095,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 13:00,,33,High School or Below,male
+xqd20160096,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 20:49,,36,college,male
+xqd20160097,PAIDOFF,1000,15,9/11/16,9/25/16,9/20/16 5:38,,26,High School or Below,male
+xqd20160098,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:01,,34,college,male
+xqd20160099,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:01,,22,High School or Below,male
+xqd20160100,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 16:55,,31,Bechalor,female
+xqd20160101,PAIDOFF,1000,7,9/11/16,9/17/16,9/17/16 9:00,,29,High School or Below,male
+xqd20160102,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 9:00,,38,college,male
+xqd20160103,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:00,,30,college,male
+xqd20160104,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 23:48,,45,High School or Below,male
+xqd20160105,PAIDOFF,1000,15,9/11/16,9/25/16,9/22/16 13:15,,35,college,male
+xqd20160106,PAIDOFF,1000,30,9/11/16,10/10/16,9/23/16 13:31,,30,college,male
+xqd20160107,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 17:19,,31,High School or Below,male
+xqd20160108,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:01,,31,High School or Below,male
+xqd20160109,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 13:05,,28,college,male
+xqd20160110,PAIDOFF,1000,7,9/11/16,9/24/16,9/24/16 13:00,,29,college,male
+xqd20160111,PAIDOFF,800,15,9/11/16,9/25/16,9/20/16 20:47,,29,college,male
+xqd20160112,PAIDOFF,1000,30,9/11/16,11/9/16,11/9/16 9:00,,27,college,female
+xqd20160113,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 9:01,,27,college,male
+xqd20160114,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 13:01,,33,college,male
+xqd20160115,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 21:39,,28,college,male
+xqd20160116,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 23:00,,25,High School or Below,male
+xqd20160117,PAIDOFF,1000,30,9/11/16,10/10/16,10/7/16 14:23,,40,college,male
+xqd20160118,PAIDOFF,1000,30,9/11/16,10/10/16,10/6/16 15:25,,23,High School or Below,male
+xqd20160119,PAIDOFF,1000,30,9/11/16,10/10/16,10/8/16 6:56,,35,Bechalor,male
+xqd20160120,PAIDOFF,800,15,9/11/16,9/25/16,9/16/16 11:58,,24,college,male
+xqd20160121,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:01,,34,college,male
+xqd20160122,PAIDOFF,1000,30,9/11/16,10/10/16,9/27/16 7:02,,22,High School or Below,male
+xqd20160123,PAIDOFF,1000,15,9/11/16,10/25/16,10/25/16 9:00,,20,college,male
+xqd20160124,PAIDOFF,1000,15,9/11/16,9/25/16,9/24/16 11:02,,23,college,male
+xqd20160125,PAIDOFF,1000,30,9/11/16,10/10/16,9/29/16 18:57,,33,college,male
+xqd20160126,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 13:01,,26,college,male
+xqd20160127,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 9:00,,28,High School or Below,male
+xqd20160128,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 12:24,,43,High School or Below,male
+xqd78160129,PAIDOFF,1000,15,9/11/16,9/25/16,9/25/16 13:00,,34,Bechalor,male
+xqd20160130,PAIDOFF,1000,30,9/11/16,10/10/16,9/26/16 4:41,,38,Bechalor,male
+xqd20160131,PAIDOFF,1000,15,9/11/16,9/25/16,9/22/16 15:44,,26,High School or Below,male
+xqd20160132,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 16:00,,43,High School or Below,male
+xqd20160133,PAIDOFF,1000,30,9/11/16,10/10/16,10/10/16 16:13,,26,High School or Below,male
+xqd20160134,PAIDOFF,1000,30,9/11/16,10/10/16,9/30/16 7:12,,33,college,female
+xqd20160135,PAIDOFF,800,15,9/11/16,9/25/16,9/23/16 11:26,,24,college,male
+xqd20160136,PAIDOFF,1000,30,9/11/16,10/10/16,9/12/16 10:26,,30,High School or Below,male
+xqd20160137,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 13:00,,32,High School or Below,female
+xqd20160138,PAIDOFF,1000,15,9/11/16,10/25/16,10/25/16 9:00,,22,college,male
+xqd20160139,PAIDOFF,1000,15,9/11/16,9/25/16,9/22/16 21:45,,47,High School or Below,male
+xqd56160140,PAIDOFF,1000,30,9/11/16,10/10/16,10/9/16 20:28,,20,High School or Below,male
+xqd20160141,PAIDOFF,1000,30,9/11/16,10/10/16,10/1/16 16:48,,28,High School or Below,male
+xqd20160142,PAIDOFF,800,15,9/11/16,9/25/16,9/25/16 9:01,,35,college,male
+xqd20160143,PAIDOFF,1000,7,9/11/16,9/17/16,9/15/16 20:36,,27,High School or Below,male
+xqd20160144,PAIDOFF,800,15,9/11/16,9/25/16,9/21/16 15:33,,33,college,female
+xqd20160145,PAIDOFF,1000,30,9/11/16,10/10/16,9/29/16 13:36,,30,High School or Below,male
+xqd20160146,PAIDOFF,1000,15,9/11/16,9/25/16,9/22/16 20:51,,31,college,male
+xqd20160147,PAIDOFF,1000,30,9/11/16,11/9/16,11/9/16 23:00,,26,college,female
+xqd20160148,PAIDOFF,300,7,9/12/16,9/18/16,9/18/16 9:00,,37,Master or Above,male
+xqd20160149,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,26,Bechalor,male
+xqd20160150,PAIDOFF,800,15,9/12/16,9/26/16,9/24/16 10:14,,35,Bechalor,male
+xqd20160151,PAIDOFF,1000,15,9/12/16,10/26/16,10/26/16 9:00,,29,college,male
+xqd34160152,PAIDOFF,800,15,9/12/16,9/26/16,9/23/16 20:30,,23,college,male
+xqd20160153,PAIDOFF,500,15,9/12/16,9/26/16,9/13/16 20:17,,23,college,female
+xqd20160154,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,30,college,male
+xqd20160155,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 7:01,,34,college,male
+xqd20160156,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:00,,36,High School or Below,female
+xqd20160157,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,26,Bechalor,male
+xqd20160158,PAIDOFF,800,15,9/12/16,9/26/16,9/24/16 14:55,,29,High School or Below,male
+xqd12160159,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,28,college,female
+xqd20160160,PAIDOFF,1000,30,9/12/16,10/11/16,9/25/16 20:56,,27,High School or Below,male
+xqd20160161,PAIDOFF,1000,15,9/12/16,9/26/16,9/22/16 10:49,,24,High School or Below,male
+xqd20160162,PAIDOFF,800,15,9/12/16,9/26/16,9/25/16 22:09,,31,Bechalor,male
+xqd20160163,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:00,,28,High School or Below,male
+xqd28160164,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,27,college,female
+xqd20160165,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 19:33,,25,High School or Below,male
+xqd20160166,PAIDOFF,1000,30,9/12/16,11/10/16,11/10/16 16:00,,24,High School or Below,male
+xqd20160167,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 16:00,,28,college,male
+xqd20160168,PAIDOFF,800,30,9/12/16,10/11/16,10/11/16 16:00,,28,college,male
+xqd20160169,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 13:00,,35,High School or Below,male
+xqd27160170,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:00,,38,college,male
+xqd20160171,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 16:00,,38,High School or Below,male
+xqd20160172,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 16:00,,29,college,male
+xqd20160173,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 13:00,,35,High School or Below,male
+xqd20160174,PAIDOFF,1000,30,9/12/16,10/11/16,9/17/16 7:39,,24,college,male
+xqd20160175,PAIDOFF,800,15,9/12/16,9/26/16,9/22/16 10:30,,39,High School or Below,male
+xqd20160176,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 13:00,,25,college,male
+xqd20160177,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 16:00,,38,High School or Below,male
+xqd20160178,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 20:41,,30,college,male
+xqd20160179,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:00,,21,High School or Below,male
+xqd20160180,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 8:04,,46,college,male
+xqd20160181,PAIDOFF,1000,15,9/12/16,9/26/16,9/24/16 11:00,,31,High School or Below,female
+xqd20160182,PAIDOFF,300,7,9/12/16,9/18/16,9/17/16 9:25,,29,High School or Below,male
+xqd20160183,PAIDOFF,1000,30,9/12/16,10/11/16,10/7/16 11:53,,35,High School or Below,male
+xqd20160184,PAIDOFF,800,15,9/12/16,9/26/16,9/25/16 8:39,,30,High School or Below,male
+xqd20160185,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:00,,27,High School or Below,male
+xqd20160186,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 20:28,,31,High School or Below,female
+xqd20160187,PAIDOFF,1000,30,9/12/16,10/11/16,10/1/16 10:18,,33,Bechalor,male
+xqd20160188,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 16:00,,34,High School or Below,male
+xqd20160189,PAIDOFF,800,15,9/12/16,9/26/16,9/19/16 21:07,,28,college,male
+xqd20160190,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 9:00,,42,college,male
+xqd20160191,PAIDOFF,1000,30,9/12/16,10/11/16,9/30/16 14:38,,32,college,male
+xqd20160192,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:00,,30,High School or Below,male
+xqd20160193,PAIDOFF,1000,15,9/12/16,9/26/16,9/14/16 20:31,,25,High School or Below,female
+xqd20160194,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:00,,27,High School or Below,female
+xqd20160195,PAIDOFF,800,15,9/12/16,9/26/16,9/24/16 16:15,,21,college,male
+xqd20160196,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 15:49,,24,college,male
+xqd20160197,PAIDOFF,1000,30,9/12/16,11/10/16,11/10/16 13:00,,29,college,male
+xqd20160198,PAIDOFF,1000,15,9/12/16,9/26/16,9/23/16 10:32,,40,college,male
+xqd20160199,PAIDOFF,1000,30,9/12/16,10/11/16,9/30/16 14:03,,29,High School or Below,male
+xqd20160200,PAIDOFF,1000,30,9/12/16,10/11/16,10/9/16 14:17,,29,college,male
+xqd20160201,PAIDOFF,1000,15,9/12/16,9/26/16,9/20/16 8:26,,30,college,male
+xqd20160202,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 23:00,,26,High School or Below,female
+xqd20160203,PAIDOFF,1000,15,9/12/16,9/26/16,9/24/16 20:47,,36,High School or Below,male
+xqd20160204,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 16:00,,27,college,male
+xqd20160205,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:01,,20,college,male
+xqd20160206,PAIDOFF,1000,7,9/12/16,9/18/16,9/16/16 14:52,,26,Bechalor,female
+xqd20160207,PAIDOFF,1000,30,9/12/16,11/10/16,11/10/16 13:00,,26,college,male
+xqd20160208,PAIDOFF,1000,30,9/12/16,10/11/16,10/9/16 10:00,,27,college,male
+xqd20160209,PAIDOFF,300,7,9/12/16,9/18/16,9/12/16 14:40,,23,High School or Below,male
+xqd20160210,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 16:00,,39,High School or Below,male
+xqd20160211,PAIDOFF,1000,15,9/12/16,9/26/16,9/23/16 21:58,,27,High School or Below,male
+xqd20160212,PAIDOFF,1000,30,9/12/16,10/11/16,10/8/16 18:48,,30,High School or Below,male
+xqd20160213,PAIDOFF,1000,30,9/12/16,10/11/16,10/10/16 16:41,,33,High School or Below,female
+xqd20160214,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:01,,27,High School or Below,male
+xqd20160215,PAIDOFF,1000,30,9/12/16,10/11/16,9/16/16 2:34,,35,High School or Below,male
+xqd20160216,PAIDOFF,1000,30,9/12/16,11/10/16,11/10/16 16:00,,29,college,female
+xqd20160217,PAIDOFF,1000,15,9/12/16,9/26/16,9/21/16 8:11,,50,High School or Below,male
+xqd20160218,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 9:00,,31,High School or Below,female
+xqd20160219,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 13:00,,31,High School or Below,male
+xqd20160220,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:01,,29,High School or Below,male
+xqd20160221,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 23:00,,35,college,male
+xqd20160222,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 9:01,,39,college,male
+xqd20160223,PAIDOFF,1000,30,9/12/16,11/10/16,11/10/16 13:00,,29,college,male
+xqd20160224,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 23:00,,30,High School or Below,male
+xqd20160225,PAIDOFF,1000,30,9/12/16,10/11/16,10/9/16 10:00,,33,Bechalor,male
+xqd20160226,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 13:01,,26,High School or Below,male
+xqd20160227,PAIDOFF,1000,15,9/12/16,9/26/16,9/23/16 14:01,,25,High School or Below,male
+xqd20160228,PAIDOFF,800,15,9/12/16,9/26/16,9/25/16 13:29,,37,Bechalor,male
+xqd20160229,PAIDOFF,800,15,9/12/16,9/26/16,9/25/16 14:50,,26,High School or Below,male
+xqd20160230,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 9:00,,26,college,male
+xqd20160231,PAIDOFF,1000,15,9/12/16,10/26/16,10/26/16 9:00,,27,college,male
+xqd20160232,PAIDOFF,1000,7,9/12/16,9/25/16,9/25/16 9:01,,34,college,female
+xqd20160233,PAIDOFF,1000,30,9/12/16,10/11/16,10/8/16 15:35,,37,college,male
+xqd20160234,PAIDOFF,1000,30,9/12/16,10/11/16,10/11/16 16:01,,36,High School or Below,male
+xqd20160235,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 19:35,,33,High School or Below,male
+xqd20160236,PAIDOFF,1000,30,9/12/16,10/11/16,10/9/16 21:28,,30,High School or Below,male
+xqd20160237,PAIDOFF,1000,30,9/12/16,10/11/16,10/7/16 16:45,,30,college,male
+xqd20160238,PAIDOFF,800,15,9/12/16,9/26/16,9/24/16 12:13,,36,High School or Below,male
+xqd20160239,PAIDOFF,1000,15,9/12/16,10/11/16,10/11/16 9:01,,29,college,male
+xqd20160240,PAIDOFF,1000,15,9/12/16,9/26/16,9/14/16 23:02,,36,High School or Below,male
+xqd20160241,PAIDOFF,1000,30,9/12/16,10/11/16,10/8/16 11:03,,32,High School or Below,male
+xqd20160242,PAIDOFF,1000,15,9/12/16,9/26/16,9/26/16 9:00,,29,High School or Below,female
+xqd20160243,PAIDOFF,800,15,9/12/16,9/26/16,9/26/16 23:00,,36,Bechalor,male
+xqd20160244,PAIDOFF,800,15,9/12/16,9/26/16,9/25/16 19:31,,30,High School or Below,female
+xqd20160245,PAIDOFF,1000,7,9/13/16,9/19/16,9/14/16 19:48,,31,college,male
+xqd20160246,PAIDOFF,1000,30,9/13/16,10/12/16,10/12/16 23:00,,19,High School or Below,female
+xqd20160247,PAIDOFF,800,15,9/13/16,9/27/16,9/25/16 12:48,,26,college,male
+xqd20160248,PAIDOFF,800,15,9/13/16,9/27/16,9/26/16 21:18,,34,High School or Below,male
+xqd20160249,PAIDOFF,1000,30,9/13/16,10/12/16,10/7/16 10:22,,35,High School or Below,male
+xqd20160250,PAIDOFF,1000,15,9/13/16,9/27/16,9/26/16 6:17,,35,Bechalor,female
+xqd20160251,PAIDOFF,800,15,9/13/16,9/27/16,9/22/16 16:57,,38,college,male
+xqd20160252,PAIDOFF,1000,30,9/13/16,10/12/16,10/9/16 21:57,,29,college,male
+xqd20160253,PAIDOFF,1000,30,9/13/16,10/12/16,10/4/16 12:59,,28,High School or Below,male
+xqd20160254,PAIDOFF,500,7,9/13/16,9/19/16,9/17/16 20:51,,22,High School or Below,male
+xqd20160255,PAIDOFF,1000,30,9/13/16,10/12/16,10/12/16 23:00,,32,college,male
+xqd20160256,PAIDOFF,1000,30,9/13/16,10/12/16,10/8/16 15:51,,31,college,male
+xqd20160257,PAIDOFF,800,15,9/13/16,9/27/16,9/27/16 9:00,,28,college,male
+xqd20160258,PAIDOFF,1000,15,9/13/16,9/27/16,9/27/16 9:00,,37,college,female
+xqd20160259,PAIDOFF,1000,7,9/13/16,9/19/16,9/16/16 15:57,,25,college,male
+xqd20160260,PAIDOFF,1000,30,9/13/16,10/12/16,10/12/16 9:00,,19,High School or Below,male
+xqd20160261,PAIDOFF,800,15,9/13/16,9/27/16,9/26/16 7:48,,51,college,male
+xqd20160262,PAIDOFF,1000,15,9/13/16,9/27/16,9/21/16 16:53,,29,High School or Below,male
+xqd20160263,PAIDOFF,800,30,9/13/16,10/12/16,10/11/16 0:29,,23,college,female
+xqd20160264,PAIDOFF,1000,15,9/13/16,9/27/16,9/25/16 10:37,,30,High School or Below,male
+xqd20160265,PAIDOFF,800,15,9/13/16,9/27/16,9/27/16 13:00,,23,college,male
+xqd20160266,PAIDOFF,1000,15,9/13/16,9/27/16,9/26/16 15:10,,34,Bechalor,female
+xqd20160267,PAIDOFF,800,15,9/13/16,9/27/16,9/24/16 12:46,,31,Bechalor,female
+xqd20160268,PAIDOFF,1000,15,9/14/16,9/28/16,9/28/16 9:00,,24,High School or Below,male
+xqd20160269,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,42,High School or Below,male
+xqd20160270,PAIDOFF,800,30,9/14/16,10/13/16,10/6/16 12:09,,40,college,female
+xqd20160271,PAIDOFF,1000,30,9/14/16,10/13/16,10/14/16 11:03,,29,High School or Below,male
+xqd20160272,PAIDOFF,1000,30,9/14/16,10/13/16,10/8/16 17:12,,32,college,female
+xqd20160273,PAIDOFF,1000,30,9/14/16,11/12/16,11/12/16 9:00,,28,college,male
+xqd20160274,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,35,High School or Below,male
+xqd20160275,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 13:00,,30,Bechalor,male
+xqd20160276,PAIDOFF,800,15,9/14/16,9/28/16,9/27/16 15:52,,44,college,male
+xqd20160277,PAIDOFF,800,15,9/14/16,9/28/16,9/28/16 13:00,,37,High School or Below,male
+xqd20160278,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,31,college,male
+xqd20160279,PAIDOFF,800,15,9/14/16,9/28/16,9/15/16 0:43,,36,college,male
+xqd20160280,PAIDOFF,800,30,9/14/16,10/13/16,10/10/16 10:25,,31,college,male
+xqd20160281,PAIDOFF,800,15,9/14/16,9/28/16,9/27/16 20:41,,42,High School or Below,male
+xqd20160282,PAIDOFF,1000,15,9/14/16,9/28/16,9/28/16 9:00,,28,Bechalor,male
+xqd20160283,PAIDOFF,1000,30,9/14/16,10/13/16,10/6/16 6:51,,30,college,male
+xqd20160284,PAIDOFF,1000,30,9/14/16,10/13/16,10/12/16 6:25,,30,High School or Below,male
+xqd20160285,PAIDOFF,1000,15,9/14/16,9/28/16,9/27/16 22:50,,24,Bechalor,male
+xqd20160286,PAIDOFF,1000,30,9/14/16,11/12/16,11/12/16 9:00,,34,Bechalor,male
+xqd20160287,PAIDOFF,1000,30,9/14/16,10/13/16,10/12/16 12:30,,29,college,male
+xqd20160288,PAIDOFF,1000,30,9/14/16,10/13/16,10/12/16 3:49,,38,High School or Below,female
+xqd20160289,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 13:00,,34,Bechalor,male
+xqd20160290,PAIDOFF,800,15,9/14/16,9/28/16,9/27/16 7:48,,28,High School or Below,male
+xqd20160291,PAIDOFF,1000,15,9/14/16,9/28/16,9/22/16 9:28,,30,college,female
+xqd20160292,PAIDOFF,1000,30,9/14/16,10/13/16,10/11/16 16:33,,41,High School or Below,male
+xqd20160293,PAIDOFF,1000,30,9/14/16,10/13/16,9/18/16 16:56,,29,college,male
+xqd20160294,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,37,High School or Below,male
+xqd20160295,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 13:00,,36,Bechalor,male
+xqd20160296,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 13:00,,30,college,female
+xqd20160297,PAIDOFF,800,15,9/14/16,9/28/16,9/21/16 4:42,,27,college,male
+xqd20160298,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,29,High School or Below,male
+xqd20160299,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 9:00,,40,High School or Below,male
+xqd20160300,PAIDOFF,1000,30,9/14/16,10/13/16,10/13/16 11:00,,28,college,male
+xqd20160301,COLLECTION,1000,15,9/9/16,9/23/16,,76,29,college,male
+xqd20160302,COLLECTION,1000,30,9/9/16,10/8/16,,61,37,High School or Below,male
+xqd20160303,COLLECTION,1000,30,9/9/16,10/8/16,,61,33,High School or Below,male
+xqd20160304,COLLECTION,800,15,9/9/16,9/23/16,,76,27,college,male
+xqd20160305,COLLECTION,800,15,9/9/16,9/23/16,,76,24,Bechalor,male
+xqd20160306,COLLECTION,1000,15,9/10/16,9/24/16,,75,31,High School or Below,female
+xqd20160307,COLLECTION,800,15,9/10/16,10/9/16,,60,28,college,male
+xqd20160308,COLLECTION,1000,30,9/10/16,10/9/16,,60,40,High School or Below,male
+xqd20160309,COLLECTION,1000,30,9/10/16,10/9/16,,60,33,college,male
+xqd20160310,COLLECTION,800,15,9/10/16,9/24/16,,75,41,college,male
+xqd20160311,COLLECTION,1000,30,9/10/16,10/9/16,,60,30,college,male
+xqd20160312,COLLECTION,800,15,9/10/16,9/24/16,,75,26,High School or Below,female
+xqd20160313,COLLECTION,1000,30,9/10/16,10/9/16,,60,27,High School or Below,male
+xqd20160314,COLLECTION,1000,30,9/10/16,10/9/16,,60,20,High School or Below,male
+xqd20160315,COLLECTION,1000,30,9/10/16,10/9/16,,60,24,college,male
+xqd20160316,COLLECTION,1000,15,9/10/16,10/9/16,,60,26,High School or Below,male
+xqd20160317,COLLECTION,1000,30,9/10/16,10/9/16,,60,30,High School or Below,male
+xqd20160318,COLLECTION,1000,15,9/10/16,9/24/16,,75,29,High School or Below,male
+xqd20160319,COLLECTION,1000,30,9/10/16,10/9/16,,60,22,Bechalor,male
+xqd20160320,COLLECTION,1000,15,9/10/16,9/24/16,,75,24,Bechalor,male
+xqd20160321,COLLECTION,1000,30,9/10/16,10/9/16,,60,25,college,male
+xqd20160322,COLLECTION,1000,30,9/10/16,10/9/16,,60,28,High School or Below,male
+xqd20160323,COLLECTION,1000,30,9/10/16,10/9/16,,60,37,college,male
+xqd20160324,COLLECTION,800,15,9/10/16,9/24/16,,75,32,college,male
+xqd20160325,COLLECTION,1000,15,9/10/16,9/24/16,,75,34,college,male
+xqd20160326,COLLECTION,1000,30,9/11/16,10/10/16,,59,28,Bechalor,male
+xqd20160327,COLLECTION,800,15,9/11/16,9/25/16,,74,35,Bechalor,male
+xqd20160328,COLLECTION,1000,30,9/11/16,11/9/16,,29,27,college,male
+xqd20160329,COLLECTION,1000,30,9/11/16,10/10/16,,59,24,High School or Below,female
+xqd20160330,COLLECTION,1000,30,9/11/16,10/10/16,,59,44,Bechalor,male
+xqd20160331,COLLECTION,1000,15,9/11/16,10/25/16,,44,31,college,male
+xqd20160332,COLLECTION,800,15,9/11/16,9/25/16,,74,27,college,male
+xqd20160333,COLLECTION,1000,30,9/11/16,10/10/16,,59,21,High School or Below,male
+xqd20160334,COLLECTION,1000,30,9/11/16,10/10/16,,59,30,High School or Below,female
+xqd20160335,COLLECTION,1000,30,9/11/16,10/10/16,,59,38,college,female
+xqd20160336,COLLECTION,1000,30,9/11/16,10/10/16,,59,34,High School or Below,male
+xqd20160337,COLLECTION,1000,30,9/11/16,10/10/16,,59,31,college,male
+xqd20160338,COLLECTION,1000,30,9/11/16,10/10/16,,59,23,High School or Below,male
+xqd20160339,COLLECTION,1000,15,9/11/16,9/25/16,,74,27,college,female
+xqd20160340,COLLECTION,1000,15,9/11/16,9/25/16,,74,39,High School or Below,male
+xqd20160341,COLLECTION,1000,30,9/11/16,10/10/16,,59,30,High School or Below,female
+xqd20160342,COLLECTION,1000,30,9/11/16,10/10/16,,59,25,college,male
+xqd20160343,COLLECTION,1000,15,9/11/16,9/25/16,,74,50,Master or Above,male
+xqd20160344,COLLECTION,1000,30,9/11/16,10/10/16,,59,23,High School or Below,male
+xqd20160345,COLLECTION,800,15,9/11/16,9/25/16,,74,38,Bechalor,male
+xqd20160346,COLLECTION,1000,30,9/11/16,10/10/16,,59,27,High School or Below,male
+xqd20160347,COLLECTION,1000,30,9/11/16,11/9/16,,29,31,High School or Below,male
+xqd20160348,COLLECTION,800,15,9/11/16,9/25/16,,74,40,college,male
+xqd20160349,COLLECTION,1000,30,9/11/16,10/10/16,,59,32,High School or Below,male
+xqd20160350,COLLECTION,800,15,9/11/16,9/25/16,,74,29,college,male
+xqd20160351,COLLECTION,1000,30,9/11/16,10/10/16,,59,26,High School or Below,male
+xqd20160352,COLLECTION,1000,15,9/11/16,9/25/16,,74,25,college,male
+xqd20160353,COLLECTION,1000,30,9/11/16,10/10/16,,59,35,High School or Below,male
+xqd20160354,COLLECTION,1000,30,9/11/16,10/10/16,,59,41,High School or Below,male
+xqd20160355,COLLECTION,1000,30,9/11/16,10/10/16,,59,37,High School or Below,male
+xqd20160356,COLLECTION,1000,15,9/11/16,10/10/16,,59,34,college,male
+xqd20160357,COLLECTION,1000,30,9/11/16,10/10/16,,59,45,High School or Below,male
+xqd20160358,COLLECTION,1000,30,9/11/16,10/10/16,,59,26,Bechalor,male
+xqd20160359,COLLECTION,1000,30,9/11/16,10/10/16,,59,32,college,male
+xqd20160360,COLLECTION,1000,30,9/11/16,10/10/16,,59,28,High School or Below,male
+xqd20160361,COLLECTION,1000,30,9/11/16,10/10/16,,59,34,college,male
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+xqd20160366,COLLECTION,1000,30,9/11/16,10/10/16,,59,27,High School or Below,female
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+xqd20160368,COLLECTION,800,15,9/11/16,9/25/16,,74,28,Bechalor,male
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+xqd20160370,COLLECTION,1000,30,9/11/16,10/10/16,,59,37,High School or Below,male
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+xqd20160372,COLLECTION,1000,30,9/11/16,10/10/16,,59,18,college,male
+xqd20160373,COLLECTION,800,15,9/11/16,9/25/16,,74,25,High School or Below,male
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+xqd20182575,COLLECTION,1000,30,9/11/16,10/10/16,,59,29,college,male
+xqd20160376,COLLECTION,800,15,9/11/16,9/25/16,,74,26,High School or Below,female
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+xqd20160378,COLLECTION,1000,30,9/11/16,10/10/16,,59,33,college,male
+xqd20197340,COLLECTION,1000,30,9/11/16,10/10/16,,59,30,college,male
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+xqd20160381,COLLECTION,1000,30,9/11/16,10/10/16,,59,25,High School or Below,male
+xqd20160382,COLLECTION,800,15,9/11/16,9/25/16,,74,35,High School or Below,male
+xqd20175721,COLLECTION,1000,15,9/11/16,9/25/16,,74,30,Bechalor,male
+xqd20160384,COLLECTION,1000,30,9/11/16,10/10/16,,59,26,High School or Below,male
+xqd20160385,COLLECTION,1000,30,9/11/16,10/10/16,,59,29,High School or Below,male
+xqd20160386,COLLECTION,1000,30,9/11/16,11/9/16,,29,26,High School or Below,male
+xqd20160387,COLLECTION,800,15,9/11/16,9/25/16,,74,46,High School or Below,male
+xqd20160388,COLLECTION,1000,30,9/11/16,10/10/16,,59,36,High School or Below,male
+xqd20160389,COLLECTION,1000,15,9/11/16,9/25/16,,74,38,Bechalor,male
+xqd20160390,COLLECTION,1000,15,9/11/16,10/25/16,,44,32,High School or Below,male
+xqd20160391,COLLECTION,1000,15,9/11/16,9/25/16,,74,30,college,male
+xqd20125284,COLLECTION,800,15,9/11/16,9/25/16,,74,35,High School or Below,male
+xqd20160393,COLLECTION,1000,30,9/11/16,10/10/16,,59,29,college,female
+xqd20160394,COLLECTION,1000,30,9/11/16,11/9/16,,29,26,college,male
+xqd20160395,COLLECTION,800,15,9/11/16,9/25/16,,74,32,High School or Below,male
+xqd20160396,COLLECTION,1000,30,9/11/16,10/10/16,,59,25,High School or Below,male
+xqd20160397,COLLECTION,1000,30,9/12/16,10/11/16,,58,33,High School or Below,male
+xqd20160398,COLLECTION,800,15,9/12/16,9/26/16,,73,39,college,male
+xqd20160399,COLLECTION,1000,30,9/12/16,11/10/16,,28,28,college,male
+xqd20160400,COLLECTION,1000,30,9/12/16,10/11/16,,58,26,college,male
+xqd20160401,COLLECTION_PAIDOFF,1000,30,9/9/16,10/8/16,10/10/16 11:45,2,26,college,male
+xqd20160402,COLLECTION_PAIDOFF,1000,15,9/9/16,9/23/16,9/27/16 17:00,4,28,college,male
+xqd20320403,COLLECTION_PAIDOFF,1000,30,9/9/16,11/7/16,11/20/16 14:10,13,39,college,male
+xqd20160404,COLLECTION_PAIDOFF,1000,15,9/9/16,9/23/16,9/28/16 15:38,5,29,Bechalor,male
+xqd20190405,COLLECTION_PAIDOFF,800,15,9/9/16,9/23/16,9/26/16 17:22,3,33,High School or Below,male
+xqd20160406,COLLECTION_PAIDOFF,1000,30,9/10/16,10/9/16,10/21/16 14:00,12,27,college,male
+xqd20160407,COLLECTION_PAIDOFF,800,15,9/10/16,9/24/16,9/26/16 11:03,2,34,college,male
+xqd20160408,COLLECTION_PAIDOFF,1000,30,9/10/16,10/9/16,11/5/16 15:39,27,26,High School or Below,male
+xqd20110409,COLLECTION_PAIDOFF,1000,30,9/10/16,10/9/16,11/22/16 15:53,44,28,High School or Below,male
+xqd20160410,COLLECTION_PAIDOFF,1000,15,9/10/16,9/24/16,9/29/16 10:30,5,32,Bechalor,male
+xqd20160411,COLLECTION_PAIDOFF,800,15,9/10/16,10/9/16,10/10/16 15:18,1,27,college,female
+xqd20160412,COLLECTION_PAIDOFF,1000,30,9/10/16,10/9/16,11/5/16 10:49,27,21,college,male
+xqd20160413,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/27/16 17:10,2,39,college,male
+xqd20169083,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/26/16 11:35,1,38,college,male
+xqd20160415,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/12/16 9:59,2,36,High School or Below,female
+xqd20160416,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/27/16 17:14,2,33,college,male
+xqd20160417,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 12:45,1,21,college,female
+xqd20160418,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/28/16 11:38,3,25,High School or Below,male
+xqd20160419,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,10/7/16 13:21,12,29,college,male
+xqd20160420,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/4/16 15:37,25,33,High School or Below,male
+xqd20160421,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/28/16 17:39,3,47,High School or Below,female
+xqd20160422,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/12/16 9:52,2,33,college,male
+xqd20160423,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/29/16 15:12,4,23,High School or Below,male
+xqd20160424,COLLECTION_PAIDOFF,1000,15,9/11/16,10/10/16,10/12/16 11:17,2,24,college,male
+xqd20880425,COLLECTION_PAIDOFF,1000,30,9/11/16,11/9/16,11/10/16 22:58,1,27,High School or Below,male
+xqd20160426,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/3/16 15:23,24,32,Bechalor,male
+xqd20160427,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 16:44,1,33,college,male
+xqd20160428,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 11:02,2,27,college,female
+xqd20160429,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/12/16 13:17,2,35,High School or Below,male
+xqd20160430,COLLECTION_PAIDOFF,500,15,9/11/16,10/10/16,10/11/16 17:22,1,37,Bechalor,male
+xqd20160431,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/28/16 14:02,3,28,Bechalor,male
+xqd20160432,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/29/16 13:42,4,33,college,male
+xqd20160433,COLLECTION_PAIDOFF,800,7,9/11/16,9/17/16,9/19/16 15:00,2,34,Bechalor,female
+xqd20160434,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/12/16 14:32,2,29,college,male
+xqd20160435,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 11:33,1,34,Bechalor,male
+xqd20160436,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 16:27,1,29,Bechalor,male
+xqd20790437,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/15/16 15:27,36,24,High School or Below,male
+xqd20160438,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 16:13,1,34,High School or Below,male
+xqd20160439,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/17/16 10:06,7,25,college,female
+xqd20160440,COLLECTION_PAIDOFF,1000,30,9/11/16,11/9/16,11/14/16 13:15,5,24,college,male
+xqd20160441,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/24/16 16:20,14,30,college,male
+xqd20160442,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/27/16 16:35,2,28,college,male
+xqd20160443,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 11:48,1,24,High School or Below,male
+xqd20160444,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/7/16 19:21,28,26,college,female
+xqd20160445,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/12/16 16:22,2,24,High School or Below,male
+xqd20160446,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/27/16 17:24,2,29,college,male
+xqd20420447,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/4/16 11:07,25,31,college,male
+xqd20160448,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,11/2/16 9:39,23,26,college,male
+xqd20160449,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/13/16 18:18,3,25,High School or Below,male
+xqd20160450,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/11/16 11:29,1,29,college,male
+xqd20160451,COLLECTION_PAIDOFF,1000,30,9/11/16,10/10/16,10/13/16 16:27,3,38,college,male
+xqd20160452,COLLECTION_PAIDOFF,800,15,9/11/16,9/25/16,9/29/16 11:19,4,41,college,male
+xqd20390453,COLLECTION_PAIDOFF,1000,15,9/11/16,9/25/16,9/28/16 11:17,3,26,High School or Below,male
+xqd20160454,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/14/16 11:04,3,26,High School or Below,male
+xqd20160455,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/17/16 17:40,6,35,High School or Below,male
+xqd20160456,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,9/28/16 9:42,2,37,college,male
+xqd20160457,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,11/18/16 15:52,38,25,college,male
+xqd20160458,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/30/16 14:19,19,24,college,male
+xqd20160459,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/13/16 15:10,2,34,college,male
+xqd20160460,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,9/28/16 13:36,2,33,college,male
+xqd20490461,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,9/28/16 15:34,2,38,Bechalor,male
+xqd20160462,COLLECTION_PAIDOFF,1000,30,9/12/16,11/10/16,11/17/16 11:55,7,38,High School or Below,male
+xqd20160463,COLLECTION_PAIDOFF,1000,30,9/12/16,11/10/16,11/15/16 18:51,5,26,college,male
+xqd20870464,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,9/30/16 10:23,4,37,Bechalor,male
+xqd20160465,COLLECTION_PAIDOFF,1000,30,9/12/16,11/10/16,11/11/16 17:17,1,42,High School or Below,female
+xqd20169466,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/12/16 12:54,1,49,High School or Below,female
+xqd20160467,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/15/16 9:48,4,26,High School or Below,male
+xqd20160468,COLLECTION_PAIDOFF,1000,15,9/12/16,10/26/16,10/27/16 11:14,1,41,High School or Below,male
+xqd20160469,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/15/16 14:14,4,38,High School or Below,male
+xqd25660470,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,12/2/16 9:45,52,26,High School or Below,male
+xqd20160471,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,9/28/16 15:02,2,32,High School or Below,male
+xqd20160472,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,11/4/16 14:46,24,27,Bechalor,male
+xqd20160473,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,11/16/16 12:12,51,33,college,male
+xqd20160474,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/14/16 19:02,3,30,High School or Below,male
+xqd20160475,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,9/28/16 11:34,2,26,High School or Below,female
+xqd20160476,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,11/9/16 18:12,29,35,college,female
+xqd20160477,COLLECTION_PAIDOFF,800,15,9/12/16,10/26/16,10/31/16 13:07,5,46,college,female
+xqd20160478,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/20/16 17:38,9,27,college,male
+xqd20160479,COLLECTION_PAIDOFF,1000,15,9/12/16,10/11/16,11/7/16 8:55,27,22,High School or Below,male
+xqd20160480,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/12/16 18:26,1,27,Bechalor,male
+xqd20160481,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,10/25/16 13:44,29,30,Bechalor,male
+xqd20160482,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,9/29/16 15:07,3,27,High School or Below,male
+xqd20160483,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,9/27/16 11:40,1,47,college,male
+xqd20160484,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/18/16 19:08,7,30,college,male
+xqd20160485,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/15/16 9:23,4,26,college,male
+xqd20160486,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/14/16 10:07,3,38,High School or Below,male
+xqd20160487,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,11/21/16 11:36,56,46,High School or Below,male
+xqd20160488,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/13/16 12:02,2,35,Bechalor,male
+xqd20160489,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,10/9/16 19:30,13,45,college,male
+xqd20160490,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/12/16 18:04,1,36,college,male
+xqd20160491,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/17/16 10:53,6,38,High School or Below,male
+xqd20160492,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,11/9/16 13:41,29,27,college,male
+xqd20160493,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/25/16 17:44,14,27,Bechalor,male
+xqd20160494,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,9/29/16 12:45,3,29,college,male
+xqd20160495,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/13/16 14:45,2,30,High School or Below,male
+xqd20160496,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/14/16 19:08,3,28,High School or Below,male
+xqd20160497,COLLECTION_PAIDOFF,1000,15,9/12/16,9/26/16,10/10/16 20:02,14,26,High School or Below,male
+xqd20160498,COLLECTION_PAIDOFF,800,15,9/12/16,9/26/16,9/29/16 11:49,3,30,college,male
+xqd20160499,COLLECTION_PAIDOFF,1000,30,9/12/16,11/10/16,11/11/16 22:40,1,38,college,female
+xqd20160500,COLLECTION_PAIDOFF,1000,30,9/12/16,10/11/16,10/19/16 11:58,8,28,High School or Below,male
\ No newline at end of file
diff --git a/packrat/packrat.lock b/packrat/packrat.lock
index 82ae296..f07f4f9 100644
--- a/packrat/packrat.lock
+++ b/packrat/packrat.lock
@@ -3,6 +3,23 @@ PackratVersion: 0.4.8.1
 RVersion: 3.4.0
 Repos: CRAN=https://cran.rstudio.com/
 
+Package: gdata
+Source: CRAN
+Version: 2.18.0
+Hash: 62797fafa287d1845a014c615d46e50c
+Requires: gtools
+
+Package: gmodels
+Source: CRAN
+Version: 2.16.2
+Hash: b8193ebba674bdcf164917241b26c9ae
+Requires: gdata
+
+Package: gtools
+Source: CRAN
+Version: 3.5.0
+Hash: 471b2e2452dfb30fdc1dd6f1b567925a
+
 Package: packrat
 Source: CRAN
 Version: 0.4.8-1
diff --git a/packrat/src/gdata/gdata_2.18.0.tar.gz b/packrat/src/gdata/gdata_2.18.0.tar.gz
new file mode 100644
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diff --git a/packrat/src/gmodels/gmodels_2.16.2.tar.gz b/packrat/src/gmodels/gmodels_2.16.2.tar.gz
new file mode 100644
index 0000000..08331d1
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diff --git a/packrat/src/gtools/gtools_3.5.0.tar.gz b/packrat/src/gtools/gtools_3.5.0.tar.gz
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