trans_small.csv

date,transaction id,debit,credit,type of expense,earnings,spending category,amount
2023-03-01,Salary_1,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-04-06,Expense_3,0.0,58.04144156553573,Expense,0.0,Entertainment,58.04144156553573
2023-03-22,Expense_5,0.0,76.3912626641626,Expense,0.0,Groceries,76.3912626641626
2023-11-24,Expense_6,0.0,88.45135456770744,Expense,0.0,Rent,88.45135456770744
2023-02-16,Expense_7,0.0,35.58267594356391,Expense,0.0,Utilities,35.58267594356391
2023-01-21,Expense_8,0.0,89.33702765264546,Expense,0.0,Transportation,89.33702765264546
2023-11-21,Expense_10,0.0,24.22357950345035,Expense,0.0,Rent,24.22357950345035
2023-11-19,Expense_12,0.0,61.8416017444242,Expense,0.0,Other,61.8416017444242
2023-03-06,Expense_14,0.0,69.65447035593851,Expense,0.0,Transportation,69.65447035593851
2023-06-03,Expense_15,0.0,90.95461756916633,Expense,0.0,Rent,90.95461756916633
2023-03-27,Salary_2,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-09-16,Expense_17,0.0,16.819794145088096,Expense,0.0,Rent,16.819794145088096
2023-01-28,Expense_22,0.0,31.102981084837076,Expense,0.0,Utilities,31.102981084837076
2023-04-18,Expense_23,0.0,40.88790530534145,Expense,0.0,Transportation,40.88790530534145
2023-06-14,Expense_26,0.0,73.05743859044446,Expense,0.0,Rent,73.05743859044446
2023-07-12,Expense_27,0.0,15.356856441546977,Expense,0.0,Rent,15.356856441546977
2023-05-31,Expense_29,0.0,78.16833224555863,Expense,0.0,Other,78.16833224555863
2023-05-21,Expense_30,0.0,85.02767523368695,Expense,0.0,Entertainment,85.02767523368695
2023-12-20,Salary_3,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-02-28,Expense_32,0.0,70.22940804184637,Expense,0.0,Utilities,70.22940804184637
2023-09-14,Expense_33,0.0,22.743821608598324,Expense,0.0,Other,22.743821608598324
2023-02-03,Expense_34,0.0,59.31471426320247,Expense,0.0,Other,59.31471426320247
2023-05-03,Expense_37,0.0,98.546808980697,Expense,0.0,Groceries,98.546808980697
2023-07-24,Expense_38,0.0,75.60034500718184,Expense,0.0,Entertainment,75.60034500718184
2023-12-08,Expense_40,0.0,49.63247023599894,Expense,0.0,Entertainment,49.63247023599894
2023-08-26,Expense_41,0.0,76.22631070420657,Expense,0.0,Other,76.22631070420657
2023-09-22,Expense_42,0.0,65.3495684808419,Expense,0.0,Groceries,65.3495684808419
2023-12-24,Expense_43,0.0,81.25806493711487,Expense,0.0,Utilities,81.25806493711487
2023-05-30,Expense_45,0.0,16.110465861789994,Expense,0.0,Transportation,16.110465861789994
2023-02-26,Salary_4,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-01-16,Expense_49,0.0,59.66940231010372,Expense,0.0,Entertainment,59.66940231010372
2023-06-15,Expense_51,0.0,22.718532525818006,Expense,0.0,Rent,22.718532525818006
2023-02-11,Expense_52,0.0,53.19913640794499,Expense,0.0,Transportation,53.19913640794499
2023-01-07,Expense_53,0.0,21.487029968862544,Expense,0.0,Transportation,21.487029968862544
2023-02-02,Expense_55,0.0,20.619315502300935,Expense,0.0,Other,20.619315502300935
2023-11-28,Expense_57,0.0,34.75576082957605,Expense,0.0,Entertainment,34.75576082957605
2023-05-29,Expense_58,0.0,91.00935330210638,Expense,0.0,Utilities,91.00935330210638
2023-12-15,Expense_59,0.0,54.44244811587873,Expense,0.0,Other,54.44244811587873
2023-02-18,Expense_60,0.0,80.59871438865524,Expense,0.0,Other,80.59871438865524
2023-06-19,Salary_5,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-01-28,Expense_63,0.0,45.351097978211,Expense,0.0,Transportation,45.351097978211
2023-03-25,Expense_64,0.0,19.90812312533394,Expense,0.0,Entertainment,19.90812312533394
2023-06-16,Expense_65,0.0,10.077862503677924,Expense,0.0,Utilities,10.077862503677924
2023-03-21,Expense_66,0.0,23.89246297174673,Expense,0.0,Entertainment,23.89246297174673
2023-03-21,Expense_67,0.0,53.2753252004863,Expense,0.0,Other,53.2753252004863
2023-02-23,Expense_68,0.0,85.62585096949553,Expense,0.0,Utilities,85.62585096949553
2023-03-11,Expense_69,0.0,69.47549557285235,Expense,0.0,Rent,69.47549557285235
2023-12-07,Expense_70,0.0,79.04251680882206,Expense,0.0,Rent,79.04251680882206
2023-10-28,Expense_72,0.0,72.72274762432883,Expense,0.0,Other,72.72274762432883
2023-06-16,Expense_73,0.0,27.952724455979507,Expense,0.0,Rent,27.952724455979507
2023-05-25,Expense_75,0.0,53.467337266261424,Expense,0.0,Other,53.467337266261424
2023-09-28,Salary_6,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-08-09,Expense_78,0.0,92.41467310651471,Expense,0.0,Transportation,92.41467310651471
2023-06-02,Expense_79,0.0,89.1880331256629,Expense,0.0,Rent,89.1880331256629
2023-01-04,Expense_80,0.0,69.2492446749817,Expense,0.0,Rent,69.2492446749817
2023-09-05,Expense_82,0.0,40.745401656369424,Expense,0.0,Groceries,40.745401656369424
2023-11-16,Expense_83,0.0,77.83373603166388,Expense,0.0,Rent,77.83373603166388
2023-08-24,Expense_84,0.0,34.74857354070565,Expense,0.0,Transportation,34.74857354070565
2023-08-21,Expense_85,0.0,57.51602866430667,Expense,0.0,Rent,57.51602866430667
2023-04-16,Expense_88,0.0,70.26341827525859,Expense,0.0,Entertainment,70.26341827525859
2023-01-09,Salary_7,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-08-23,Expense_92,0.0,77.29709483920148,Expense,0.0,Transportation,77.29709483920148
2023-06-01,Expense_93,0.0,74.90971403829107,Expense,0.0,Groceries,74.90971403829107
2023-05-24,Expense_94,0.0,31.089498745879794,Expense,0.0,Utilities,31.089498745879794
2023-06-28,Expense_95,0.0,71.341300054454,Expense,0.0,Entertainment,71.341300054454
2023-03-12,Expense_96,0.0,22.313781460590526,Expense,0.0,Rent,22.313781460590526
2023-10-16,Expense_97,0.0,65.33421010161453,Expense,0.0,Utilities,65.33421010161453
2023-12-19,Expense_99,0.0,48.69496469021728,Expense,0.0,Groceries,48.69496469021728
2023-04-02,Expense_101,0.0,93.72897824445366,Expense,0.0,Transportation,93.72897824445366
2023-12-06,Expense_102,0.0,33.33109217077465,Expense,0.0,Other,33.33109217077465
2023-11-20,Expense_104,0.0,53.006783336842645,Expense,0.0,Rent,53.006783336842645
2023-08-01,Expense_105,0.0,10.053137171549547,Expense,0.0,Groceries,10.053137171549547
2023-05-20,Salary_8,1255.569460115659,0.0,Salary,1255.569460115659,,1255.569460115659
2023-07-21,Expense_107,0.0,82.9568251686332,Expense,0.0,Other,82.9568251686332
2023-11-26,Expense_108,0.0,67.6801950728976,Expense,0.0,Entertainment,67.6801950728976
2023-08-07,Expense_110,0.0,54.40379751250975,Expense,0.0,Groceries,54.40379751250975
2023-02-24,Expense_113,0.0,57.936098791092775,Expense,0.0,Other,57.936098791092775
2023-03-13,Expense_115,0.0,17.782986643735935,Expense,0.0,Transportation,17.782986643735935
2