Transaction_ID,Card_Type,Merchant_Category,Transaction_Amount,Transaction_DateTime,Location,Region,Cardholder_Age,Cardholder_Gender,Cardholder_Monthly_Income,Cardholder_Average_Spend,Credit_Limit,Device_Type,Day_of_Week,Is_Fraudulent W963UK57,Mastercard,Utility bill,27214.0,2020-01-01 09:43:17,Patna,East,23.0,Female,94632.0,36369.65,100000.0,Unknown,Wednesday,No V606KV56,American Express,Retail,83956.0,2020-01-03 16:26:13,Surat,West,49.0,Male,148118.0,89179.12,150000.0,Desktop,Friday,No R531NU70,Visa,Transportation,193280.0,2020-01-04 03:40:49,Patna,East,,Male,210921.0,106668.6,200000.0,Desktop,Saturday,No T783GF79,RuPay,Online Shopping,167381.0,2020-01-04 14:56:24,Surat,West,52.0,Female,148070.0,173155.52,200000.0,Desktop,Saturday,Yes K256ZN73,RuPay,Retail,81170.0,2020-01-04 17:26:47,Lucknow,North,37.0,Female,174470.0,52713.09,200000.0,Mobile,Saturday,No I812SG19,RuPay,Entertainment,131918.0,2020-01-04 19:55:12,Mumbai,West,80.0,Male,166671.0,80393.44,150000.0,Point-of-Sale Terminal,Saturday,No Y182UO40,Visa,Retail,139036.0,2020-01-05 16:33:10,Surat,West,33.0,Male,171991.0,84215.74,150000.0,Desktop,Sunday,Yes R809YU99,RuPay,Online Shopping,49967.0,2020-01-05 19:37:50,Surat,West,46.0,Female,56248.0,45671.98,50000.0,Point-of-Sale Terminal,Sunday,No Q473IV29,Mastercard,Entertainment,44528.0,2020-01-05 19:55:48,Kolkata,East,44.0,Male,93854.0,29653.72,100000.0,Unknown,Sunday,No V841LV15,Mastercard,Retail,29587.0,2020-01-05 23:30:04,Patna,East,77.0,Female,55448.0,22530.16,50000.0,Point-of-Sale Terminal,Sunday,No D105RT88,RuPay,Education,63687.0,2020-01-07 09:57:23,Kolkata,East,60.0,Female,169305.0,59005.49,150000.0,Contactless Payment Device,Tuesday,No Z447QC37,Mastercard,Entertainment,184612.0,2020-01-07 17:52:01,Bengaluru,South,79.0,Male,280150.0,114795.35,200000.0,Desktop,Tuesday,No G775SE48,Visa,Retail,33611.0,2020-01-07 19:39:07,Jaipur,North,40.0,Male,104930.0,37604.47,100000.0,Point-of-Sale Terminal,Tuesday,No D458ZJ45,Mastercard,Online Shopping,50601.0,2020-01-08 14:35:46,Patna,East,61.0,Female,118139.0,55435.8,100000.0,Desktop,Wednesday,No U874IJ53,Mastercard,Entertainment,41551.0,2020-01-09 02:02:36,Hyderabad,South,73.0,Male,134547.0,32709.92,100000.0,Contactless Payment Device,Thursday,No U862TL39,Visa,Dining,88069.0,2020-01-09 09:46:29,Kolkata,East,34.0,Male,126542.0,91645.94,150000.0,Contactless Payment Device,Thursday,No K600SP98,Mastercard,Entertainment,40066.0,2020-01-09 13:08:29,Lucknow,North,70.0,Male,56209.0,17095.23,50000.0,Contactless Payment Device,Thursday,No V952ZM94,Mastercard,Education,48136.0,2020-01-11 04:37:45,Jaipur,North,18.0,,42973.0,43600.78,50000.0,Point-of-Sale Terminal,Saturday,No M619QW83,Visa,Utility bill,28879.0,2020-01-11 05:55:26,Surat,West,45.0,Male,105035.0,25541.32,100000.0,Desktop,Saturday,No D345EF37,Visa,Retail,36238.0,2020-01-11 11:48:45,Kochi,South,39.0,Female,299154.0,15010.84,200000.0,Desktop,Saturday,No R798BS81,RuPay,Dining,142896.0,2020-01-11 17:39:38,Chennai,South,69.0,Male,106545.0,119433.17,150000.0,Contactless Payment Device,Saturday,No A109AO45,RuPay,Dining,49726.0,2020-01-11 19:34:01,Chennai,South,47.0,Male,37379.0,26684.14,50000.0,Point-of-Sale Terminal,Saturday,No T374VD63,Visa,Online Shopping,131311.0,2020-01-12 16:31:56,Chennai,South,52.0,Male,290396.0,174459.39,200000.0,Desktop,Sunday,No G960DQ79,American Express,Transportation,55740.0,2020-01-12 19:05:22,Kochi,South,28.0,Female,278123.0,40237.57,200000.0,Contactless Payment Device,Sunday,Yes S968DK40,Mastercard,Retail,49647.0,2020-01-12 19:41:05,Pune,West,30.0,Male,42234.0,27362.31,50000.0,Contactless Payment Device,Sunday,No H633FR55,Visa,Healthcare,65469.0,2020-01-12 20:45:35,Hyderabad,South,65.0,Male,189117.0,34856.0,150000.0,Point-of-Sale Terminal,Sunday,No W930CF35,Visa,Online Shopping,48618.0,2020-01-13 10:54:35,Mumbai,West,70.0,Male,,43816.13,50000.0,Point-of-Sale Terminal,Monday,No K438MR76,Mastercard,Online Shopping,51205.0,2020-01-13 11:07:51,Bengaluru,South,31.0,Female,126182.0,40468.63,150000.0,Contactless Payment Device,Monday,No O235CR65,Mastercard,Online Shopping,124937.0,2020-01-13 12:10:15,Mumbai,West,39.0,Female,165437.0,,200000.0,Contactless Payment Device,Monday,No R607MR12,Mastercard,Utility bill,186440.0,2020-01-14 07:50:19,Chennai,South,55.0,Male,279709.0,149542.17,200000.0,Contactless Payment Device,Tuesday,No E838XV96,American Express,,60608.0,2020-01-14 12:33:01,Ahmedabad,West,37.0,Female,210943.0,52722.29,150000.0,Contactless Payment Device,Tuesday,Yes X788OZ57,American Express,Retail,40458.0,2020-01-15 03:33:27,Kolkata,East,60.0,Male,169992.0,52810.01,200000.0,Unknown,Wednesday,No M530OA96,Mastercard,Education,31352.0,2020-01-15 13:42:48,Kolkata,East,37.0,Male,136941.0,13681.1,100000.0,Unknown,Wednesday,Yes H453DW81,Visa,Online Shopping,44347.0,2020-01-15 16:15:34,Patna,East,40.0,Female,84214.0,51803.38,100000.0,Unknown,Wednesday,No D720PB38,Mastercard,Retail,82174.0,2020-01-15 17:11:28,Patna,East,65.0,Male,200610.0,,200000.0,Contactless Payment Device,Wednesday,Yes I352LO33,RuPay,Dining,118066.0,2020-01-15 23:39:55,Delhi,North,62.0,Female,,77139.6,150000.0,Desktop,Wednesday,No U126MF74,Visa,Utility bill,37988.0,2020-01-16 14:33:00,Bengaluru,South,48.0,Female,140578.0,24985.96,100000.0,Point-of-Sale Terminal,Thursday,No Z101AE11,RuPay,Healthcare,95314.0,2020-01-17 07:09:08,Mumbai,West,52.0,Female,87668.0,85765.51,100000.0,Point-of-Sale Terminal,Friday,No A636CG74,Visa,Retail,97354.0,2020-01-17 10:45:03,Bengaluru,South,52.0,Female,162276.0,91993.39,150000.0,Desktop,Friday,Yes D652EV83,Visa,Utility bill,31917.0,2020-01-17 13:22:01,Hyderabad,South,26.0,Female,43977.0,41311.31,50000.0,Mobile,Friday,Yes L618QT94,Visa,Transportation,74869.0,2020-01-17 23:53:34,Surat,West,48.0,Female,108255.0,103955.84,150000.0,Desktop,Friday,No M214ID28,RuPay,Entertainment,126505.0,2020-01-18 17:14:24,Surat,West,55.0,Male,253457.0,129105.54,200000.0,Point-of-Sale Terminal,Saturday,No D383MN69,Visa,Online Shopping,50568.0,2020-01-18 22:42:55,Bengaluru,South,62.0,Female,,21367.47,100000.0,Point-of-Sale Terminal,Saturday,No G828SG49,Visa,Online Shopping,126038.0,2020-01-19 10:26:27,Lucknow,North,60.0,Male,141066.0,159364.5,200000.0,Contactless Payment Device,Sunday,Yes T515NX53,Visa,Healthcare,67500.0,2020-01-20 00:08:07,Lucknow,North,34.0,Female,89986.0,66200.54,100000.0,Unknown,Monday,No I970BV35,Mastercard,Entertainment,38794.0,2020-01-20 06:26:14,Pune,West,26.0,Male,126302.0,20325.7,150000.0,Unknown,Monday,No T215MA69,Mastercard,Healthcare,99500.0,2020-01-20 13:41:01,Delhi,North,66.0,Male,119634.0,83711.76,100000.0,Desktop,Monday,No G118UO76,Visa,Transportation,65273.0,2020-01-21 05:28:06,Bengaluru,South,57.0,Male,132309.0,68810.0,100000.0,Unknown,Tuesday,No K900GN42,RuPay,Education,40444.0,2020-01-21 15:42:25,Bengaluru,South,18.0,Male,73765.0,34399.41,50000.0,Unknown,Tuesday,No M519XW11,American Express,Dining,142798.0,2020-01-22 03:31:35,Lucknow,North,76.0,Male,,145755.09,150000.0,Contactless Payment Device,Wednesday,No L353SX73,Mastercard,Utility bill,51085.0,2020-01-22 03:54:16,Jaipur,North,20.0,Male,133493.0,29666.79,100000.0,Mobile,Wednesday,Yes F600UH92,RuPay,Healthcare,129968.0,2020-01-22 11:32:36,Ahmedabad,West,37.0,Female,145251.0,52759.44,150000.0,Unknown,Wednesday,No B964SR36,Mastercard,Education,69099.0,2020-01-22 14:10:32,Pune,West,54.0,,184379.0,54165.3,200000.0,Contactless Payment Device,Wednesday,No M719KG97,Mastercard,Transportation,40523.0,2020-01-23 02:47:33,Pune,West,40.0,Male,106389.0,16215.11,100000.0,Desktop,Thursday,No N544EF67,Visa,Dining,34088.0,2020-01-23 04:34:31,Mumbai,West,35.0,Female,59734.0,18879.64,50000.0,Mobile,Thursday,No O627PD54,Visa,Transportation,112071.0,2020-01-23 09:21:15,Chennai,South,75.0,Male,154073.0,70013.3,200000.0,Point-of-Sale Terminal,Thursday,No V104OM57,Mastercard,Education,50784.0,2020-01-23 23:07:06,Lucknow,North,53.0,Female,111715.0,66086.12,100000.0,Point-of-Sale Terminal,Thursday,No H843SQ31,RuPay,Dining,84896.0,2020-01-24 00:03:47,Lucknow,North,21.0,Male,112487.0,69329.13,100000.0,Contactless Payment Device,Friday,No S166PA70,American Express,Education,81979.0,2020-01-24 00:50:43,Kolkata,East,70.0,Male,143197.0,101475.72,150000.0,Unknown,Friday,Yes M565AC49,American Express,Online Shopping,94180.0,2020-01-25 01:30:19,Mumbai,West,39.0,Female,80778.0,57246.72,100000.0,Unknown,Saturday,No G301MY66,RuPay,Education,77445.0,2020-01-25 01:31:57,Mumbai,West,27.0,Female,291474.0,39993.74,200000.0,Mobile,Saturday,Yes W772IF93,RuPay,Transportation,34939.0,2020-01-25 07:33:28,Bengaluru,South,56.0,Female,,37545.89,200000.0,,Saturday,No W986OG88,Visa,,95793.0,2020-01-25 20:24:20,Delhi,North,55.0,Male,84866.0,85113.39,100000.0,Point-of-Sale Terminal,Saturday,Yes F974PA20,Mastercard,Online Shopping,78848.0,2020-01-26 01:11:56,Kolkata,East,75.0,Male,184610.0,,200000.0,Unknown,Sunday,Yes B513SC80,American Express,Retail,87771.0,2020-01-26 11:54:21,Pune,West,19.0,Male,116049.0,81029.51,150000.0,Point-of-Sale Terminal,Sunday,Yes I371NZ95,Visa,Transportation,87818.0,2020-01-26 17:20:55,Lucknow,North,23.0,Male,115086.0,91218.7,150000.0,Point-of-Sale Terminal,Sunday,Yes I681UZ60,American Express,Online Shopping,50464.0,2020-01-26 17:46:02,Lucknow,North,71.0,Male,112065.0,28845.04,100000.0,Unknown,Sunday,Yes I251PP24,RuPay,Education,50939.0,2020-01-27 01:09:27,Hyderabad,South,29.0,Male,293939.0,59785.2,200000.0,Contactless Payment Device,Monday,Yes X402DA54,Visa,Healthcare,83039.0,2020-01-27 10:31:50,Surat,West,46.0,Male,219402.0,89673.77,150000.0,Desktop,Monday,No K604CJ49,Visa,Retail,34309.0,2020-01-27 12:15:11,Surat,West,27.0,Male,42445.0,15497.48,50000.0,Mobile,Monday,No P325JV67,RuPay,Online Shopping,75151.0,2020-01-27 17:20:46,Chennai,South,33.0,Female,103541.0,45427.54,100000.0,Contactless Payment Device,Monday,Yes P629KW45,Mastercard,Online Shopping,29234.0,2020-01-28 03:12:34,Mumbai,West,32.0,Male,53723.0,22859.01,50000.0,Point-of-Sale Terminal,Tuesday,Yes V838XE87,Visa,Transportation,98244.0,2020-01-28 09:40:08,Bengaluru,South,48.0,Female,196215.0,46653.12,150000.0,Desktop,Tuesday,No B680OU26,Visa,Online Shopping,30458.0,2020-01-28 11:00:51,Kochi,South,33.0,Male,70874.0,21184.07,50000.0,Desktop,Tuesday,Yes M488TN11,Visa,Retail,42119.0,2020-01-28 13:02:04,Kochi,South,79.0,Male,51037.0,29991.45,50000.0,Unknown,Tuesday,Yes L711MG54,Mastercard,Transportation,49489.0,2020-01-29 05:50:38,Surat,West,53.0,Female,73338.0,31594.7,50000.0,Contactless Payment Device,Wednesday,No I331NQ73,Mastercard,Healthcare,47169.0,2020-01-29 09:48:55,Ahmedabad,West,69.0,Male,190918.0,59592.68,150000.0,Unknown,Wednesday,No J589IX35,Mastercard,Education,115450.0,2020-01-29 15:43:30,Delhi,North,30.0,Male,297341.0,77795.12,200000.0,Contactless Payment Device,Wednesday,Yes Y918LC10,Visa,Online Shopping,89186.0,2020-01-29 18:01:33,Jaipur,North,63.0,Male,88781.0,90685.83,100000.0,Desktop,Wednesday,No V410MS94,Mastercard,Utility bill,31385.0,2020-01-29 19:58:18,Kolkata,East,72.0,,143184.0,42509.38,100000.0,Unknown,Wednesday,No Y870JQ80,RuPay,Entertainment,52328.0,2020-01-30 12:58:57,Hyderabad,South,79.0,Female,209419.0,72954.33,150000.0,Mobile,Thursday,No L762HZ82,RuPay,Online Shopping,88623.0,2020-01-30 17:49:04,Pune,West,46.0,Male,128357.0,91121.26,150000.0,Desktop,Thursday,No L110RC83,Mastercard,Online Shopping,49174.0,2020-01-31 13:10:09,Chennai,South,70.0,Male,57325.0,37893.76,50000.0,Unknown,Friday,No S386WP36,Visa,Utility bill,68124.0,2020-01-31 15:18:59,Patna,East,72.0,Male,264960.0,84102.68,200000.0,Desktop,Friday,No I151TX54,Visa,Retail,101974.0,2020-01-31 19:14:20,Chennai,South,69.0,Male,152429.0,126920.17,150000.0,Unknown,Friday,No X442WG47,Visa,Education,28542.0,2020-02-01 14:40:45,Pune,West,72.0,Male,50529.0,13087.41,50000.0,Desktop,Saturday,Yes R544AG64,Mastercard,Education,44608.0,2020-02-01 18:25:22,Kochi,South,49.0,Male,192513.0,43176.0,200000.0,Unknown,Saturday,No U551GC63,Visa,Entertainment,46354.0,2020-02-01 23:12:18,Kochi,South,45.0,Male,43003.0,41305.85,50000.0,Mobile,Saturday,No N750IE14,American Express,Healthcare,34984.0,2020-02-02 00:25:35,Kochi,South,23.0,Female,55389.0,23402.86,50000.0,Mobile,Sunday,Yes P537BG67,Visa,Retail,49166.0,2020-02-02 07:35:58,Hyderabad,South,47.0,Female,63506.0,40886.03,50000.0,Contactless Payment Device,Sunday,Yes R479RL47,Visa,Education,109614.0,2020-02-02 09:09:30,Jaipur,North,18.0,Female,290740.0,131297.22,200000.0,Point-of-Sale Terminal,Sunday,No G646PM43,Mastercard,Healthcare,190070.0,2020-02-02 20:12:10,Ahmedabad,West,77.0,Male,195571.0,87887.24,200000.0,Unknown,Sunday,No E552EK49,Visa,Retail,164471.0,2020-02-03 01:29:21,Patna,East,19.0,Female,156532.0,141330.54,200000.0,Point-of-Sale Terminal,Monday,No D776FI76,Mastercard,Education,107121.0,2020-02-03 01:35:21,Ahmedabad,West,41.0,Male,247552.0,125742.35,200000.0,Point-of-Sale Terminal,Monday,Yes N325NP67,Mastercard,Retail,63147.0,2020-02-03 07:51:17,Kochi,South,41.0,Female,104726.0,44640.87,100000.0,Unknown,Monday,No T968JV53,Visa,Education,26107.0,2020-02-03 11:27:48,Patna,East,69.0,Male,45270.0,36476.87,50000.0,Desktop,Monday,No Q380FH43,American Express,Online Shopping,36419.0,2020-02-03 18:49:53,Surat,West,38.0,Female,63298.0,39776.33,50000.0,Desktop,Monday,No T737ZJ47,Mastercard,Online Shopping,27283.0,2020-02-03 20:46:01,Surat,West,,Female,38105.0,14092.56,50000.0,Desktop,Monday,Yes M204SY44,Visa,Retail,34326.0,2020-02-04 01:20:17,Kochi,South,45.0,Male,59527.0,15376.4,50000.0,Desktop,Tuesday,No Q986NB47,Visa,Utility bill,96392.0,2020-02-04 04:56:36,Lucknow,North,,Female,72301.0,62669.78,100000.0,Point-of-Sale Terminal,Tuesday,No F884WH60,Visa,Transportation,42374.0,2020-02-04 04:59:49,Patna,East,53.0,Female,115913.0,42253.46,100000.0,Unknown,Tuesday,No L507VL33,Visa,Utility bill,31822.0,2020-02-04 12:42:19,Pune,West,75.0,Female,47497.0,39630.98,50000.0,Point-of-Sale Terminal,Tuesday,No S662PL46,Visa,Online Shopping,197999.0,2020-02-04 13:30:19,Mumbai,West,64.0,Male,153056.0,176814.28,200000.0,Contactless Payment Device,Tuesday,No W488MC30,RuPay,Transportation,86357.0,2020-02-04 15:18:43,Chennai,South,31.0,Male,141776.0,62680.18,150000.0,Contactless Payment Device,Tuesday,No O941KF62,Mastercard,Education,37410.0,2020-02-04 23:14:14,Patna,East,25.0,Female,74899.0,43397.37,50000.0,Contactless Payment Device,Tuesday,No I268GA73,Visa,Entertainment,33652.0,2020-02-05 02:54:31,Jaipur,North,31.0,Male,216817.0,21371.49,150000.0,Point-of-Sale Terminal,Wednesday,No D427WX32,Visa,Education,104854.0,2020-02-05 14:28:03,Lucknow,North,29.0,Female,281409.0,111888.99,200000.0,Mobile,Wednesday,No T829UY97,RuPay,Transportation,32382.0,2020-02-06 02:56:11,Jaipur,North,52.0,Male,64768.0,,50000.0,Contactless Payment Device,Thursday,Yes G684NG80,Visa,Online Shopping,90035.0,2020-02-06 06:19:48,Lucknow,North,58.0,,,,100000.0,Unknown,Thursday,No R235WJ69,Visa,Education,29627.0,2020-02-06 14:53:08,Mumbai,West,53.0,Female,41703.0,24397.69,50000.0,Mobile,Thursday,No A954MW38,Mastercard,Entertainment,53205.0,2020-02-07 02:50:06,Chennai,South,74.0,Female,110399.0,50854.07,100000.0,Contactless Payment Device,Friday,No H888EC78,Visa,Retail,133500.0,2020-02-07 13:37:16,Lucknow,North,69.0,Male,216266.0,140209.05,150000.0,Desktop,Friday,Yes P899TU54,Mastercard,Online Shopping,111328.0,2020-02-07 14:05:17,Hyderabad,South,31.0,Female,148526.0,133224.15,150000.0,Point-of-Sale Terminal,Friday,No J176DW79,Visa,Utility bill,128065.0,2020-02-07 16:30:10,Bengaluru,South,23.0,Male,200071.0,113133.57,150000.0,Desktop,Friday,No Z155OK58,Mastercard,Retail,33933.0,2020-02-07 22:36:47,Pune,West,58.0,Female,45114.0,40595.87,50000.0,Point-of-Sale Terminal,Friday,No Z509MC16,Mastercard,Entertainment,169178.0,2020-02-08 01:52:55,Patna,East,69.0,Male,166455.0,120160.55,200000.0,Point-of-Sale Terminal,Saturday,No R477EM17,RuPay,Healthcare,46113.0,2020-02-08 08:02:58,Delhi,North,29.0,Male,147853.0,53881.56,150000.0,Desktop,Saturday,Yes R836OJ58,Visa,Retail,141006.0,2020-02-08 16:44:20,Ahmedabad,West,69.0,,259591.0,190272.55,200000.0,Point-of-Sale Terminal,Saturday,Yes Y139HR66,Mastercard,Healthcare,102668.0,2020-02-08 16:49:33,Kochi,South,20.0,Female,189028.0,69693.11,150000.0,Unknown,Saturday,No Z209DK83,RuPay,Online Shopping,149403.0,2020-02-09 16:52:33,Surat,West,33.0,Female,290372.0,111816.59,200000.0,Contactless Payment Device,Sunday,Yes H152QK19,Mastercard,Retail,73122.0,2020-02-09 20:28:26,Delhi,North,23.0,Female,103746.0,52170.74,100000.0,Mobile,Sunday,No G905OZ76,Visa,Entertainment,36783.0,2020-02-10 02:32:50,Mumbai,West,20.0,Female,131865.0,24807.53,100000.0,Unknown,Monday,Yes K972NX41,Mastercard,Online Shopping,64339.0,2020-02-10 10:01:25,Kochi,South,63.0,Female,112399.0,41245.44,100000.0,Point-of-Sale Terminal,Monday,Yes Q336DJ74,Mastercard,Transportation,149984.0,2020-02-10 14:54:06,Mumbai,West,31.0,Male,205537.0,,150000.0,Contactless Payment Device,Monday,No H924YS32,Visa,Online Shopping,192292.0,2020-02-10 19:53:59,Bengaluru,South,80.0,Female,243145.0,197053.39,200000.0,Point-of-Sale Terminal,Monday,No Y925UX29,Visa,Healthcare,63665.0,2020-02-11 21:32:13,Bengaluru,South,44.0,Female,270753.0,60892.67,200000.0,Mobile,Tuesday,No I347ZQ67,Visa,Online Shopping,42894.0,2020-02-12 12:50:59,Kochi,South,65.0,Male,176190.0,48085.55,200000.0,Contactless Payment Device,Wednesday,No F830TS66,Visa,Online Shopping,50534.0,2020-02-12 13:27:08,Mumbai,West,46.0,Male,83339.0,37610.51,100000.0,Contactless Payment Device,Wednesday,Yes M951ZE63,RuPay,Healthcare,194704.0,2020-02-12 15:05:19,Kochi,South,21.0,Female,272380.0,180842.52,200000.0,Desktop,Wednesday,No F938QT47,Visa,Retail,44546.0,2020-02-13 03:46:41,Hyderabad,South,78.0,Female,288358.0,41774.86,200000.0,Unknown,Thursday,No D539ZE82,RuPay,Education,36453.0,2020-02-13 17:22:40,Ahmedabad,West,29.0,Female,62995.0,32431.87,50000.0,Contactless Payment Device,Thursday,No A800FX92,RuPay,Online Shopping,43511.0,2020-02-13 19:30:32,Lucknow,North,69.0,Female,43807.0,41836.78,50000.0,Contactless Payment Device,Thursday,No B517MF24,Visa,Utility bill,89824.0,2020-02-13 19:47:05,Kolkata,East,72.0,Female,85043.0,54921.2,100000.0,Mobile,Thursday,No N344IC91,Visa,Entertainment,143177.0,2020-02-13 23:44:14,Mumbai,West,56.0,Male,230982.0,193419.45,200000.0,Mobile,Thursday,No B315XO41,Mastercard,Online Shopping,27800.0,2020-02-14 05:16:09,Ahmedabad,West,50.0,Female,61367.0,,50000.0,Contactless Payment Device,Friday,Yes G592DO18,American Express,Retail,26233.0,2020-02-14 21:06:43,Pune,West,76.0,Female,268443.0,25628.9,200000.0,Desktop,Friday,No Q664LH26,RuPay,Online Shopping,97567.0,2020-02-15 04:27:26,Hyderabad,South,58.0,Male,106182.0,55355.32,100000.0,Mobile,Saturday,No B949FD57,Mastercard,Transportation,49860.0,2020-02-15 10:02:01,Bengaluru,South,68.0,Male,159800.0,61334.67,150000.0,Mobile,Saturday,No U969SJ72,Mastercard,Online Shopping,88620.0,2020-02-16 06:13:21,Hyderabad,South,73.0,Male,148113.0,61695.18,100000.0,Point-of-Sale Terminal,Sunday,No J862UV12,RuPay,Healthcare,43105.0,2020-02-16 12:20:44,Kolkata,East,23.0,Male,37825.0,31797.86,50000.0,Point-of-Sale Terminal,Sunday,No M258TO17,Visa,Education,28824.0,2020-02-16 21:37:33,Bengaluru,South,64.0,Female,73436.0,20718.64,100000.0,Desktop,Sunday,Yes Q514RR67,Visa,Online Shopping,55568.0,2020-02-17 00:32:30,Pune,West,32.0,Female,189558.0,74764.0,150000.0,Point-of-Sale Terminal,Monday,No O223DN32,Mastercard,Retail,182562.0,2020-02-17 22:27:04,Chennai,South,44.0,Female,265050.0,117196.21,200000.0,Point-of-Sale Terminal,Monday,No I604FC84,Visa,Retail,36358.0,2020-02-18 15:37:44,Hyderabad,South,28.0,Female,72120.0,24635.49,50000.0,Mobile,Tuesday,No D643UY46,RuPay,Retail,40638.0,2020-02-18 21:48:45,Mumbai,West,44.0,Male,59139.0,35909.99,50000.0,Desktop,Tuesday,No K849KK93,Visa,Retail,42181.0,2020-02-19 18:41:42,Jaipur,North,44.0,Female,50706.0,21342.72,50000.0,Point-of-Sale Terminal,Wednesday,No V187NS90,RuPay,Transportation,29986.0,2020-02-19 19:49:44,Pune,West,61.0,Female,179756.0,33616.93,150000.0,Desktop,Wednesday,No J587TY42,RuPay,Dining,56516.0,2020-02-20 04:42:48,Mumbai,West,30.0,Male,,74601.17,200000.0,Contactless Payment Device,Thursday,Yes J120MM21,Mastercard,Online Shopping,143756.0,2020-02-20 09:52:08,Kolkata,East,66.0,Female,164596.0,143980.56,150000.0,Unknown,Thursday,No O779MM56,Visa,Retail,56578.0,2020-02-20 10:47:21,Mumbai,West,40.0,Female,133815.0,51352.91,100000.0,Point-of-Sale Terminal,Thursday,No S982AK36,Mastercard,Transportation,33539.0,2020-02-20 23:40:31,Mumbai,West,32.0,Male,123817.0,33035.64,100000.0,Mobile,Thursday,No Z203PJ62,Mastercard,Online Shopping,37176.0,2020-02-21 02:15:41,Surat,West,39.0,Female,66885.0,48162.26,50000.0,Point-of-Sale Terminal,Friday,No Q999DW46,Mastercard,Entertainment,136335.0,2020-02-21 10:17:22,Lucknow,North,41.0,Female,132729.0,65814.18,150000.0,Desktop,Friday,Yes R845PH57,Mastercard,Online Shopping,158294.0,2020-02-21 11:34:21,Lucknow,North,37.0,Female,297345.0,170282.15,200000.0,Contactless Payment Device,Friday,Yes Q715QC49,RuPay,Healthcare,34011.0,2020-02-21 18:42:21,Kolkata,East,56.0,Female,72285.0,35906.22,50000.0,Unknown,Friday,No N562PH25,Visa,Education,175673.0,2020-02-21 19:21:29,Hyderabad,South,54.0,Female,275624.0,114100.15,200000.0,Contactless Payment Device,Friday,Yes P519WE50,RuPay,Online Shopping,105317.0,2020-02-21 20:24:54,Delhi,North,57.0,Female,112910.0,131307.66,150000.0,Mobile,Friday,No M461VI24,Mastercard,Healthcare,47262.0,2020-02-21 21:52:54,Chennai,South,40.0,Male,70690.0,27732.43,50000.0,Contactless Payment Device,Friday,No B656PY16,Mastercard,Dining,34440.0,2020-02-21 23:29:59,Lucknow,North,66.0,Female,42879.0,28675.21,50000.0,Desktop,Friday,No L549XR71,RuPay,Education,143634.0,2020-02-22 00:31:32,Lucknow,North,19.0,Male,216710.0,125441.18,150000.0,Mobile,Saturday,Yes G136ZW72,American Express,Entertainment,40640.0,2020-02-22 03:54:36,Lucknow,North,21.0,Female,70609.0,30671.16,50000.0,Point-of-Sale Terminal,Saturday,No Z950XJ69,Visa,Online Shopping,85675.0,2020-02-22 08:36:06,Delhi,North,30.0,Female,210762.0,104904.82,200000.0,Unknown,Saturday,No E303WR81,American Express,Transportation,50525.0,2020-02-22 13:13:14,Chennai,South,77.0,Female,119334.0,48816.28,150000.0,Unknown,Saturday,Yes A407VK69,Visa,Healthcare,93150.0,2020-02-23 10:15:21,Surat,West,25.0,Female,130539.0,98775.92,150000.0,Mobile,Sunday,No C968AF54,Visa,Dining,32087.0,2020-02-23 11:15:00,Hyderabad,South,74.0,Female,126023.0,16547.66,100000.0,Unknown,Sunday,No G547KH15,Visa,Education,53675.0,2020-02-23 13:43:30,Delhi,North,55.0,Male,220270.0,26611.74,200000.0,Unknown,Sunday,No P968ZJ54,Visa,Dining,141752.0,2020-02-24 02:10:28,Surat,West,33.0,Female,124678.0,,150000.0,Desktop,Monday,No Q427ND59,RuPay,Online Shopping,34644.0,2020-02-24 15:44:33,Ahmedabad,West,19.0,Female,46660.0,42197.26,50000.0,Point-of-Sale Terminal,Monday,Yes L248YK30,Mastercard,Utility bill,40097.0,2020-02-24 20:56:39,Patna,East,54.0,Female,,22369.5,50000.0,Unknown,Monday,No G149CV39,Mastercard,Education,78445.0,2020-02-25 14:43:26,Chennai,South,38.0,Male,115192.0,,100000.0,Point-of-Sale Terminal,Tuesday,No J147HJ35,Visa,Entertainment,89631.0,2020-02-26 03:39:04,Jaipur,North,66.0,Female,140977.0,73907.22,100000.0,Desktop,Wednesday,Yes D375HY49,Visa,Online Shopping,63746.0,2020-02-26 09:02:16,Mumbai,West,62.0,Male,138520.0,54833.88,100000.0,Contactless Payment Device,Wednesday,No O248NS97,Visa,Entertainment,47089.0,2020-02-26 11:11:13,Patna,East,48.0,Female,49211.0,,50000.0,Unknown,Wednesday,No J527LV63,RuPay,Transportation,144277.0,2020-02-26 11:19:48,Patna,East,24.0,Female,192985.0,113343.66,150000.0,Desktop,Wednesday,Yes X393ZC74,Visa,Retail,94344.0,2020-02-26 14:16:59,Bengaluru,South,48.0,Male,,105433.83,150000.0,Desktop,Wednesday,No W336RF71,Visa,Retail,31516.0,2020-02-26 17:37:33,Lucknow,North,73.0,Female,45130.0,21533.3,50000.0,Contactless Payment Device,Wednesday,Yes G144GP50,RuPay,Transportation,197029.0,2020-02-27 19:26:06,Kochi,South,48.0,Male,245044.0,158781.55,200000.0,Desktop,Thursday,Yes K930AO77,Mastercard,Online Shopping,59675.0,2020-02-27 20:53:26,Jaipur,North,57.0,Female,158928.0,80265.64,150000.0,Point-of-Sale Terminal,Thursday,No Q428VJ28,Mastercard,Online Shopping,134388.0,2020-02-27 22:17:12,Kochi,South,55.0,Female,143262.0,142675.34,200000.0,Contactless Payment Device,Thursday,Yes P414KO76,Visa,Transportation,55995.0,2020-02-28 07:44:24,Hyderabad,South,62.0,Male,105011.0,54191.79,150000.0,Mobile,Friday,Yes W798MA88,RuPay,Entertainment,146296.0,2020-02-28 12:58:27,Hyderabad,South,36.0,Female,132533.0,135923.07,150000.0,Point-of-Sale Terminal,Friday,No V505LH24,Visa,Healthcare,33299.0,2020-02-28 16:38:40,Mumbai,West,39.0,Female,,16717.09,200000.0,Desktop,Friday,No F636UY28,Visa,Retail,145209.0,2020-02-28 21:24:03,Pune,West,62.0,Female,186788.0,102577.88,150000.0,Unknown,Friday,No Y636LB95,Visa,Retail,27242.0,2020-02-28 21:28:13,Mumbai,West,66.0,Male,60496.0,29492.17,50000.0,Mobile,Friday,No G678CY92,Mastercard,Utility bill,42215.0,2020-02-29 04:25:44,Kolkata,East,21.0,Female,211074.0,56278.33,200000.0,Desktop,Saturday,No I872QF88,Visa,Retail,42734.0,2020-02-29 06:46:22,Chennai,South,52.0,Female,,32435.07,50000.0,Point-of-Sale Terminal,Saturday,Yes L393CD65,Mastercard,Online Shopping,173010.0,2020-02-29 10:54:13,Delhi,North,25.0,Female,198024.0,103473.32,200000.0,Point-of-Sale Terminal,Saturday,No A643RU36,Visa,Entertainment,49435.0,2020-02-29 10:59:14,Kochi,South,45.0,Male,148554.0,54763.3,150000.0,Unknown,Saturday,No R412DJ71,RuPay,Retail,35485.0,2020-02-29 14:33:49,Patna,East,26.0,Male,78802.0,21968.03,100000.0,Point-of-Sale Terminal,Saturday,Yes M627QE93,Mastercard,Transportation,61836.0,2020-03-01 22:29:38,Kolkata,East,43.0,Male,241751.0,44470.42,200000.0,Unknown,Sunday,Yes K379XK44,Visa,Utility bill,90604.0,2020-03-02 02:44:18,Ahmedabad,West,72.0,Female,82190.0,47713.86,100000.0,Point-of-Sale Terminal,Monday,No X482LP25,American Express,Education,118907.0,2020-03-02 04:15:57,Bengaluru,South,22.0,Male,211831.0,108252.41,150000.0,Contactless Payment Device,Monday,No B314OH38,Mastercard,Healthcare,137341.0,2020-03-02 12:42:52,Chennai,South,79.0,Male,221178.0,110604.19,150000.0,Mobile,Monday,No A120MQ85,Mastercard,Retail,36632.0,2020-03-03 02:26:08,Chennai,South,61.0,Female,42817.0,38210.49,50000.0,Mobile,Tuesday,No S626OV67,Mastercard,Online Shopping,91881.0,2020-03-03 07:52:00,Chennai,South,44.0,Female,,61293.17,100000.0,Contactless Payment Device,Tuesday,Yes H471UM53,Mastercard,Education,85692.0,2020-03-03 10:07:27,Lucknow,North,71.0,Female,213513.0,84778.38,200000.0,Desktop,Tuesday,No Y157UR10,Mastercard,Retail,62985.0,2020-03-04 01:10:28,Pune,West,58.0,Female,,47181.67,150000.0,Mobile,Wednesday,No D225IT39,Mastercard,Healthcare,104430.0,2020-03-04 02:21:09,Hyderabad,South,66.0,Male,151556.0,,200000.0,Mobile,Wednesday,No R552BI82,RuPay,Online Shopping,30701.0,2020-03-04 13:07:28,Ahmedabad,West,24.0,,46780.0,42381.48,50000.0,Desktop,Wednesday,No C624SX89,American Express,Utility bill,41636.0,2020-03-04 15:19:33,Kolkata,East,38.0,Female,52007.0,44918.85,50000.0,Mobile,Wednesday,No N857ES14,Visa,Online Shopping,130162.0,2020-03-05 06:12:13,Ahmedabad,West,70.0,Male,,115221.26,150000.0,Desktop,Thursday,No B492VZ54,RuPay,Healthcare,28444.0,2020-03-05 11:29:37,Kolkata,East,45.0,Male,133332.0,39104.82,100000.0,Unknown,Thursday,No A895HO57,RuPay,Education,77772.0,2020-03-05 12:45:36,Bengaluru,South,79.0,Female,78789.0,95907.78,100000.0,Mobile,Thursday,No K924IS14,Visa,Entertainment,108464.0,2020-03-05 17:11:24,Patna,East,40.0,Male,130101.0,64016.1,150000.0,Desktop,Thursday,No R130HZ51,Visa,Dining,32548.0,2020-03-05 17:36:45,Bengaluru,South,32.0,Female,35775.0,42806.16,50000.0,Contactless Payment Device,Thursday,No E719LX18,Visa,Transportation,111602.0,2020-03-06 05:20:20,Mumbai,West,26.0,Male,114982.0,115423.6,150000.0,Point-of-Sale Terminal,Friday,Yes E774OE92,Visa,Retail,45534.0,2020-03-06 10:51:03,Kochi,South,33.0,Male,,31210.26,50000.0,Point-of-Sale Terminal,Friday,Yes L977IN69,Visa,Retail,40459.0,2020-03-06 12:29:57,Patna,East,78.0,Male,43940.0,27179.69,50000.0,Desktop,Friday,Yes X422CM16,Visa,Retail,141732.0,2020-03-07 01:35:03,Ahmedabad,West,46.0,Male,218483.0,106688.06,150000.0,Contactless Payment Device,Saturday,No D386IB67,Visa,Dining,39028.0,2020-03-07 08:08:57,Surat,West,74.0,Female,136325.0,31944.06,150000.0,Unknown,Saturday,No F854JP40,Visa,Entertainment,196817.0,2020-03-08 03:18:11,Bengaluru,South,29.0,Male,173993.0,140885.42,200000.0,Mobile,Sunday,No N243AS51,Mastercard,Education,106099.0,2020-03-08 04:42:27,Jaipur,North,50.0,Female,218101.0,58739.75,150000.0,Unknown,Sunday,No Z535VV33,Visa,Education,133777.0,2020-03-08 06:18:12,Kolkata,East,29.0,Male,,155313.86,200000.0,Mobile,Sunday,No Y977KB19,Mastercard,Online Shopping,47975.0,2020-03-08 10:08:56,Bengaluru,South,61.0,Male,,48430.84,50000.0,Desktop,Sunday,No U543QK56,Mastercard,Utility bill,38704.0,2020-03-08 11:50:06,Kolkata,East,26.0,Male,,23136.0,150000.0,Unknown,Sunday,No E584NU69,Visa,Online Shopping,28726.0,2020-03-08 16:38:11,Mumbai,West,35.0,Male,272915.0,11670.96,200000.0,Unknown,Sunday,Yes V169EZ24,American Express,Retail,39301.0,2020-03-08 21:10:36,Kochi,South,52.0,Male,42504.0,,50000.0,Mobile,Sunday,No R486NF18,Mastercard,Utility bill,32774.0,2020-03-09 23:23:14,Pune,West,62.0,Male,38365.0,43898.6,50000.0,Contactless Payment Device,Monday,No H833SQ37,RuPay,Entertainment,48107.0,2020-03-10 03:16:04,Kochi,South,59.0,Male,125211.0,40567.73,100000.0,Mobile,Tuesday,Yes D559NA47,Mastercard,Retail,96895.0,2020-03-10 06:23:29,Pune,West,55.0,Male,128650.0,,100000.0,Unknown,Tuesday,No K309NL66,RuPay,Education,74340.0,2020-03-10 10:11:53,Bengaluru,South,61.0,Male,83947.0,69379.73,100000.0,Contactless Payment Device,Tuesday,Yes Y855OI57,Mastercard,Retail,136043.0,2020-03-10 13:32:40,Kochi,South,64.0,Female,170455.0,146080.92,150000.0,Unknown,Tuesday,No P493EU60,Mastercard,Retail,40450.0,2020-03-10 22:01:43,Surat,West,36.0,Female,67210.0,39597.17,50000.0,Unknown,Tuesday,No Q543ZH16,Visa,Retail,111008.0,2020-03-11 03:30:41,Mumbai,West,35.0,Male,295855.0,86912.31,200000.0,Point-of-Sale Terminal,Wednesday,No U670OR17,RuPay,Retail,32896.0,2020-03-11 07:36:48,Bengaluru,South,34.0,Male,74288.0,29794.77,100000.0,Unknown,Wednesday,No L621FO98,Mastercard,Utility bill,70704.0,2020-03-11 10:46:45,Mumbai,West,68.0,Female,192007.0,69384.61,150000.0,Mobile,Wednesday,No X194PM19,Visa,Utility bill,47868.0,2020-03-11 20:37:31,Mumbai,West,,Male,35405.0,24269.07,50000.0,Point-of-Sale Terminal,Wednesday,No Q556QP74,RuPay,Dining,66304.0,2020-03-12 01:27:24,Jaipur,North,52.0,Female,141003.0,54025.63,150000.0,Desktop,Thursday,No N309TI75,Visa,Entertainment,45780.0,2020-03-12 02:41:13,Hyderabad,South,38.0,Female,36877.0,43571.63,50000.0,Mobile,Thursday,No V327EA41,Visa,Entertainment,47159.0,2020-03-12 03:49:36,Mumbai,West,79.0,Female,104519.0,43737.19,100000.0,Contactless Payment Device,Thursday,Yes P751GL87,Visa,Utility bill,41968.0,2020-03-12 18:23:19,Patna,East,68.0,Female,49011.0,49669.13,50000.0,Point-of-Sale Terminal,Thursday,No P349ES69,RuPay,Healthcare,44177.0,2020-03-12 23:58:11,Chennai,South,55.0,Female,75477.0,47709.27,100000.0,Desktop,Thursday,Yes F560RQ47,Visa,Retail,28151.0,2020-03-14 07:13:19,Patna,East,27.0,Male,44013.0,,50000.0,Mobile,Saturday,No T389HO90,RuPay,Online Shopping,64387.0,2020-03-15 04:37:00,Kolkata,East,64.0,Female,197407.0,53837.0,200000.0,Contactless Payment Device,Sunday,No W945CS57,Visa,Retail,89237.0,2020-03-15 16:41:05,Surat,West,66.0,Male,157362.0,93680.97,150000.0,Unknown,Sunday,No J555EV22,Visa,Retail,42319.0,2020-03-15 23:30:05,Lucknow,North,54.0,Female,53378.0,,50000.0,Desktop,Sunday,Yes D599XF75,American Express,Dining,37399.0,2020-03-16 13:59:03,Kochi,South,60.0,Male,49659.0,24312.25,50000.0,Point-of-Sale Terminal,Monday,Yes C981AX77,Visa,Education,67344.0,2020-03-16 18:57:55,Chennai,South,39.0,Male,,53108.36,200000.0,Desktop,Monday,No F159NT43,American Express,Dining,49132.0,2020-03-16 20:22:20,Mumbai,West,64.0,Female,64317.0,32386.11,50000.0,Mobile,Monday,No E705CH69,RuPay,Retail,37309.0,2020-03-17 19:37:56,Kochi,South,49.0,Female,55693.0,21042.67,50000.0,Point-of-Sale Terminal,Tuesday,No E809GU37,Visa,Utility bill,190834.0,2020-03-17 21:56:16,Pune,West,42.0,Male,297743.0,,200000.0,Desktop,Tuesday,No F760JR18,Mastercard,Retail,61519.0,2020-03-18 01:54:35,Chennai,South,53.0,Male,208565.0,34994.07,150000.0,Unknown,Wednesday,No G183RB88,Visa,Dining,47950.0,2020-03-18 02:31:48,Jaipur,North,51.0,Male,47485.0,45242.66,50000.0,,Wednesday,Yes Z502ZF77,Mastercard,Online Shopping,33670.0,2020-03-18 04:22:17,Ahmedabad,West,,Female,,19590.22,200000.0,Contactless Payment Device,Wednesday,No O190FA57,Mastercard,Entertainment,97623.0,2020-03-18 13:01:48,Kochi,South,39.0,Female,237409.0,128007.69,200000.0,Contactless Payment Device,Wednesday,No N434HE37,American Express,Retail,96979.0,2020-03-18 16:23:55,Ahmedabad,West,22.0,Male,,82832.24,100000.0,Contactless Payment Device,Wednesday,No J578UG52,Mastercard,Entertainment,37910.0,2020-03-18 19:27:34,Hyderabad,South,36.0,Female,93275.0,43423.61,100000.0,Mobile,Wednesday,No O889UH94,Visa,Entertainment,48237.0,2020-03-19 01:54:30,Surat,West,54.0,Female,271625.0,43968.76,200000.0,Unknown,Thursday,No O780BY14,RuPay,Retail,41282.0,2020-03-19 02:46:05,Surat,West,64.0,Male,,18135.68,50000.0,Point-of-Sale Terminal,Thursday,No F609RF11,Visa,Retail,136757.0,2020-03-19 05:14:32,Pune,West,39.0,Male,152401.0,60346.32,150000.0,Point-of-Sale Terminal,Thursday,No W675RV50,Mastercard,Utility bill,42977.0,2020-03-19 12:11:42,Bengaluru,South,42.0,Male,145761.0,34443.41,100000.0,Mobile,Thursday,No M384WY49,Visa,Transportation,84136.0,2020-03-20 10:28:56,Pune,West,26.0,Male,148943.0,90843.81,100000.0,Desktop,Friday,Yes G447GD13,American Express,Retail,125909.0,2020-03-20 12:25:16,Kochi,South,24.0,Male,,141363.17,200000.0,Contactless Payment Device,Friday,Yes J827OS60,Visa,Online Shopping,59716.0,2020-03-20 19:05:29,Bengaluru,South,55.0,Female,150731.0,72165.41,150000.0,Desktop,Friday,No R902OY38,Mastercard,Healthcare,137357.0,2020-03-20 21:21:40,Lucknow,North,60.0,Male,131850.0,68701.99,150000.0,Contactless Payment Device,Friday,No J333TI95,Visa,Retail,41600.0,2020-03-21 00:30:16,Lucknow,North,59.0,Female,174310.0,51243.88,150000.0,Unknown,Saturday,No N594UF88,Visa,Utility bill,152896.0,2020-03-21 01:30:51,Pune,West,21.0,Female,237661.0,163193.61,200000.0,Mobile,Saturday,No B331GA49,Visa,Transportation,68158.0,2020-03-21 02:42:29,Chennai,South,32.0,Male,245364.0,93502.23,200000.0,Desktop,Saturday,No Z886IN41,American Express,Utility bill,31655.0,2020-03-21 04:00:19,Surat,West,29.0,Female,61485.0,35274.69,50000.0,Unknown,Saturday,No C996MD28,American Express,Transportation,175266.0,2020-03-21 04:12:08,Chennai,South,58.0,Female,238415.0,133224.26,200000.0,Mobile,Saturday,No Q310SY90,RuPay,Healthcare,112794.0,2020-03-21 09:27:27,Pune,West,37.0,Female,141379.0,120318.36,200000.0,Mobile,Saturday,No T832YB93,Mastercard,Transportation,47257.0,2020-03-21 10:07:26,Chennai,South,30.0,Female,121672.0,48358.77,100000.0,Mobile,Saturday,No O924DN76,Mastercard,Retail,99607.0,2020-03-21 12:55:56,Mumbai,West,33.0,,86550.0,65794.91,100000.0,Desktop,Saturday,Yes H124XE22,American Express,Online Shopping,37377.0,2020-03-22 03:26:18,Chennai,South,78.0,Male,116635.0,15216.47,100000.0,Desktop,Sunday,No K107VX15,RuPay,Online Shopping,27609.0,2020-03-22 04:41:33,Kolkata,East,63.0,Male,49867.0,23601.0,50000.0,Desktop,Sunday,Yes K589WO80,Mastercard,Healthcare,48984.0,2020-03-22 07:07:42,Mumbai,West,61.0,Male,67983.0,27128.03,50000.0,Contactless Payment Device,Sunday,No B569KE21,American Express,Retail,97754.0,2020-03-22 11:55:56,Hyderabad,South,69.0,Male,149330.0,57832.68,100000.0,Unknown,Sunday,No J661PA56,RuPay,Transportation,27320.0,2020-03-22 16:08:21,Kolkata,East,59.0,Female,44409.0,35162.9,50000.0,Unknown,Sunday,No I653ZK69,Mastercard,Retail,35130.0,2020-03-22 19:14:07,Bengaluru,South,75.0,Male,,38819.4,50000.0,Point-of-Sale Terminal,Sunday,No A580GO18,RuPay,Dining,174155.0,2020-03-22 20:25:06,Kolkata,East,75.0,Female,285475.0,101159.33,200000.0,,Sunday,No J535BZ19,Mastercard,Retail,107504.0,2020-03-23 01:28:34,Hyderabad,South,35.0,Male,210780.0,69162.97,200000.0,Unknown,Monday,No Y841DM66,Mastercard,Transportation,71553.0,2020-03-23 01:36:55,Hyderabad,South,41.0,Male,75915.0,75904.68,100000.0,Contactless Payment Device,Monday,No F700KH17,Mastercard,Dining,133304.0,2020-03-23 02:26:27,Patna,East,41.0,Male,143159.0,143235.65,150000.0,Point-of-Sale Terminal,Monday,Yes U383ZZ35,Visa,Dining,199923.0,2020-03-23 17:01:34,Kochi,South,71.0,Male,163255.0,98170.12,200000.0,Contactless Payment Device,Monday,No K485GW76,RuPay,Retail,33661.0,2020-03-24 02:50:23,Patna,East,62.0,Female,123403.0,38977.0,150000.0,Desktop,Tuesday,Yes P434EF53,Mastercard,Online Shopping,136770.0,2020-03-24 03:57:01,Ahmedabad,West,43.0,Female,138452.0,91017.73,150000.0,Desktop,Tuesday,Yes A791OK88,Mastercard,Dining,108794.0,2020-03-24 10:03:58,Kolkata,East,24.0,Male,176992.0,111800.02,200000.0,Desktop,Tuesday,No Z907RQ96,Visa,Retail,90030.0,2020-03-24 14:23:01,Kochi,South,72.0,Male,212775.0,73276.27,150000.0,Desktop,Tuesday,No S107UG82,Mastercard,Entertainment,168099.0,2020-03-25 03:06:21,Ahmedabad,West,19.0,Male,,77980.44,200000.0,Point-of-Sale Terminal,Wednesday,No B729QY43,Mastercard,Healthcare,26892.0,2020-03-25 06:08:26,Delhi,North,56.0,Male,38424.0,,50000.0,Point-of-Sale Terminal,Wednesday,No Y288PG36,Mastercard,Utility bill,74431.0,2020-03-25 10:27:48,Jaipur,North,51.0,Female,132128.0,82515.67,150000.0,Desktop,Wednesday,No J318UV31,RuPay,Utility bill,55544.0,2020-03-25 20:50:00,Surat,West,26.0,Male,162705.0,75141.83,150000.0,Mobile,Wednesday,No Q426HS22,Mastercard,Entertainment,80126.0,2020-03-25 21:33:23,Pune,West,64.0,Male,204295.0,49025.2,150000.0,Point-of-Sale Terminal,Wednesday,No C122CK77,Visa,Retail,46883.0,2020-03-26 01:52:44,Delhi,North,27.0,Male,68715.0,37282.56,50000.0,Unknown,Thursday,Yes S507WM49,Visa,Retail,120377.0,2020-03-26 12:15:35,Kochi,South,44.0,,205439.0,149845.0,200000.0,Desktop,Thursday,No X128DX70,Visa,Dining,26550.0,2020-03-26 19:24:13,Bengaluru,South,57.0,Female,72450.0,30868.43,50000.0,,Thursday,No T838ZV17,Mastercard,Transportation,138362.0,2020-03-26 21:28:27,Lucknow,North,78.0,Female,,73114.66,200000.0,Point-of-Sale Terminal,Thursday,No O885WR51,American Express,Education,79957.0,2020-03-28 02:27:42,Lucknow,North,44.0,Male,141442.0,41160.77,100000.0,Contactless Payment Device,Saturday,No N404PL82,American Express,Online Shopping,101878.0,2020-03-29 02:31:04,Kolkata,East,64.0,Male,206297.0,,150000.0,Desktop,Sunday,No N998GN82,Mastercard,Education,117971.0,2020-03-29 08:48:53,Kolkata,East,,Male,230463.0,52195.06,200000.0,Unknown,Sunday,No K963FO68,Mastercard,Retail,43038.0,2020-03-29 09:48:19,Pune,West,68.0,Male,50926.0,39932.12,50000.0,Unknown,Sunday,No U550WN58,Visa,Dining,197443.0,2020-03-29 20:07:38,Hyderabad,South,52.0,Male,246094.0,,200000.0,Mobile,Sunday,No C889NN87,American Express,Transportation,58777.0,2020-03-30 09:08:59,Mumbai,West,78.0,Male,110191.0,75041.22,150000.0,Contactless Payment Device,Monday,Yes X611ON89,,Education,98635.0,2020-03-30 12:29:52,Kochi,South,69.0,Male,90011.0,63223.61,100000.0,Unknown,Monday,No X764LT30,Visa,Utility bill,46972.0,2020-03-30 14:44:46,Pune,West,67.0,Female,71775.0,,50000.0,Mobile,Monday,No S849QI62,Visa,Retail,114572.0,2020-03-30 21:48:04,Chennai,South,29.0,Female,185249.0,47895.44,150000.0,Contactless Payment Device,Monday,No E918OP62,Visa,Transportation,32432.0,2020-03-31 00:24:47,Delhi,North,69.0,Male,,42041.38,50000.0,Desktop,Tuesday,No V897WW82,Mastercard,Online Shopping,56701.0,2020-03-31 02:02:12,Surat,West,20.0,Male,208658.0,34627.89,150000.0,Point-of-Sale Terminal,Tuesday,No D442DT59,RuPay,Transportation,59171.0,2020-03-31 03:19:52,Bengaluru,South,30.0,Male,147485.0,42468.83,200000.0,Contactless Payment Device,Tuesday,Yes H417TQ39,Visa,Transportation,88447.0,2020-03-31 14:27:28,Lucknow,North,45.0,Female,164384.0,75107.24,200000.0,Unknown,Tuesday,No P414RP23,Mastercard,Healthcare,67614.0,2020-03-31 15:30:17,Lucknow,North,62.0,Female,212449.0,59387.78,150000.0,Unknown,Tuesday,No M945YT33,Visa,Utility bill,38699.0,2020-03-31 23:29:13,Chennai,South,40.0,Female,178343.0,46715.89,200000.0,Desktop,Tuesday,No U232CD31,Visa,Education,31679.0,2020-04-01 00:11:29,Kochi,South,20.0,Female,46722.0,14709.36,50000.0,Point-of-Sale Terminal,Wednesday,No H657UT29,Mastercard,Online Shopping,32025.0,2020-04-01 04:02:16,Lucknow,North,25.0,,84961.0,23885.16,100000.0,Point-of-Sale Terminal,Wednesday,No Z767XR27,Visa,Utility bill,27566.0,2020-04-01 09:42:51,Jaipur,North,34.0,Male,135355.0,36860.97,100000.0,Contactless Payment Device,Wednesday,No A106IL41,Visa,Utility bill,32921.0,2020-04-01 16:26:07,Kochi,South,42.0,Female,156209.0,16249.73,150000.0,Contactless Payment Device,Wednesday,No T837ZR80,American Express,Online Shopping,124054.0,2020-04-02 01:30:39,Mumbai,West,25.0,Female,146198.0,99605.76,150000.0,Point-of-Sale Terminal,Thursday,Yes V960SS94,American Express,Healthcare,30276.0,2020-04-02 17:43:31,Patna,East,41.0,Male,37568.0,36397.72,50000.0,Contactless Payment Device,Thursday,No X862IB22,Visa,Entertainment,77318.0,2020-04-02 19:16:08,Lucknow,North,54.0,Male,178588.0,45056.19,150000.0,Contactless Payment Device,Thursday,No K124JR99,American Express,Online Shopping,71265.0,2020-04-03 08:04:21,Pune,West,45.0,Male,127701.0,86855.55,150000.0,Contactless Payment Device,Friday,No N658ZW86,American Express,Online Shopping,66763.0,2020-04-03 08:28:43,Kolkata,East,50.0,Female,106152.0,50069.58,100000.0,Unknown,Friday,Yes H599FT79,Mastercard,Utility bill,27032.0,2020-04-04 00:53:09,Patna,East,30.0,Male,,15556.69,50000.0,Contactless Payment Device,Saturday,No Y989EE95,Visa,Retail,44029.0,2020-04-04 23:07:25,Kochi,South,53.0,Female,,,100000.0,Point-of-Sale Terminal,Saturday,No W736UO55,Visa,Entertainment,37295.0,2020-04-05 01:02:58,Ahmedabad,West,25.0,Male,46782.0,48732.75,50000.0,Mobile,Sunday,No H902PD39,RuPay,Education,87805.0,2020-04-05 04:52:06,Lucknow,North,37.0,Female,,90479.39,100000.0,Point-of-Sale Terminal,Sunday,No G261BB83,Mastercard,Healthcare,49660.0,2020-04-05 12:50:24,Kochi,South,22.0,Female,70475.0,40243.39,50000.0,Point-of-Sale Terminal,Sunday,No D606RV11,Visa,Online Shopping,28832.0,2020-04-05 14:36:10,Mumbai,West,35.0,Female,63646.0,24661.86,50000.0,Point-of-Sale Terminal,Sunday,No N583EQ81,Mastercard,Education,35834.0,2020-04-06 08:35:07,Chennai,South,67.0,Female,218741.0,43414.99,150000.0,Contactless Payment Device,Monday,No B696IH65,RuPay,Education,43717.0,2020-04-06 10:51:31,Surat,West,61.0,Male,43302.0,47826.05,50000.0,Mobile,Monday,Yes Q770PR89,Visa,Retail,134247.0,2020-04-06 14:33:20,Delhi,North,32.0,Male,180210.0,77806.71,150000.0,Point-of-Sale Terminal,Monday,No G822YN20,Visa,Retail,34322.0,2020-04-06 16:12:14,Chennai,South,74.0,Female,105867.0,26361.69,100000.0,Unknown,Monday,No E319KW75,American Express,Transportation,33956.0,2020-04-06 18:58:28,Surat,West,64.0,Male,38497.0,39814.31,50000.0,Point-of-Sale Terminal,Monday,Yes O259EY48,Visa,Online Shopping,39190.0,2020-04-07 11:48:41,Surat,West,24.0,Female,65875.0,49980.59,50000.0,Unknown,Tuesday,No S922AS12,Visa,Online Shopping,132323.0,2020-04-07 12:15:08,Hyderabad,South,60.0,Female,172560.0,80293.29,150000.0,Desktop,Tuesday,Yes W500FY86,Mastercard,Education,43972.0,2020-04-07 16:58:46,Mumbai,West,58.0,Male,63403.0,40696.31,50000.0,Desktop,Tuesday,No F860HY47,Visa,Education,27261.0,2020-04-08 01:01:45,Bengaluru,South,26.0,Male,,14957.69,50000.0,Desktop,Wednesday,No S983KZ77,Visa,Online Shopping,30586.0,2020-04-08 02:36:31,Bengaluru,South,59.0,Female,,,50000.0,Point-of-Sale Terminal,Wednesday,No B516XR17,American Express,Retail,44164.0,2020-04-08 04:03:58,Pune,West,68.0,Male,37871.0,36717.09,50000.0,Point-of-Sale Terminal,Wednesday,No X219DC79,RuPay,Utility bill,77607.0,2020-04-08 10:33:45,Kochi,South,54.0,Female,121779.0,48451.62,100000.0,Point-of-Sale Terminal,Wednesday,No C367TR61,Visa,Education,91123.0,2020-04-08 10:53:34,Jaipur,North,28.0,Female,161335.0,90125.85,150000.0,Mobile,Wednesday,No S830BY89,Mastercard,Utility bill,37304.0,2020-04-09 03:55:43,Mumbai,West,29.0,Female,66403.0,40901.43,50000.0,Point-of-Sale Terminal,Thursday,No W675BM23,American Express,Retail,198614.0,2020-04-09 05:26:25,Patna,East,25.0,Female,,154913.94,200000.0,Point-of-Sale Terminal,Thursday,No I397WK59,Visa,Dining,58012.0,2020-04-09 09:15:48,Patna,East,39.0,Male,145133.0,45407.69,100000.0,Desktop,Thursday,No N687HX24,RuPay,Transportation,40845.0,2020-04-10 02:22:47,Bengaluru,South,65.0,Male,48104.0,26976.4,50000.0,Point-of-Sale Terminal,Friday,No C569HD88,Visa,Transportation,27766.0,2020-04-10 19:44:13,Lucknow,North,31.0,Male,237520.0,22426.51,200000.0,Contactless Payment Device,Friday,No X763AP85,Mastercard,Education,36353.0,2020-04-10 19:45:56,Jaipur,North,21.0,Female,139969.0,17281.64,150000.0,Contactless Payment Device,Friday,No C235WE84,American Express,Transportation,46258.0,2020-04-11 05:41:15,Delhi,North,26.0,Female,146508.0,39531.32,150000.0,,Saturday,No G110KD14,Mastercard,Retail,75711.0,2020-04-11 11:50:35,Surat,West,57.0,Female,154103.0,68186.81,150000.0,Point-of-Sale Terminal,Saturday,No R460LQ86,Visa,Healthcare,100280.0,2020-04-11 19:58:24,Ahmedabad,West,76.0,Male,152463.0,111008.59,200000.0,Mobile,Saturday,Yes E571MR14,Mastercard,Online Shopping,100164.0,2020-04-12 16:42:57,Jaipur,North,72.0,Female,176113.0,51885.56,200000.0,Desktop,Sunday,Yes Q633NA77,Mastercard,Entertainment,56958.0,2020-04-12 19:51:20,Mumbai,West,32.0,Male,205211.0,37467.59,150000.0,Contactless Payment Device,Sunday,No L988QS55,American Express,Utility bill,30972.0,2020-04-13 08:41:04,Lucknow,North,49.0,Female,270017.0,14882.56,200000.0,Contactless Payment Device,Monday,No F648LR76,Visa,Retail,166234.0,2020-04-13 09:33:40,Mumbai,West,,Male,248877.0,71413.06,200000.0,Mobile,Monday,No U523PE14,Mastercard,Entertainment,157605.0,2020-04-13 12:54:38,Kochi,South,23.0,Male,157046.0,91601.08,200000.0,Contactless Payment Device,Monday,Yes P708FX67,Visa,Retail,48277.0,2020-04-13 22:03:20,Bengaluru,South,29.0,Female,38334.0,24024.52,50000.0,Point-of-Sale Terminal,Monday,No W525EK93,Mastercard,,30645.0,2020-04-13 22:41:46,Lucknow,North,36.0,Male,58425.0,35303.17,50000.0,Mobile,Monday,No Q705EO31,Visa,Dining,36498.0,2020-04-14 01:24:57,Hyderabad,South,18.0,Female,120617.0,31048.77,100000.0,Contactless Payment Device,Tuesday,No V465OH29,Visa,Online Shopping,176014.0,2020-04-14 04:54:20,Surat,West,30.0,Male,261219.0,174066.07,200000.0,Desktop,Tuesday,No I927DK51,RuPay,Education,36809.0,2020-04-14 07:37:15,Hyderabad,South,49.0,,148100.0,21930.21,200000.0,Contactless Payment Device,Tuesday,Yes K407IS98,Mastercard,Online Shopping,26806.0,2020-04-14 10:07:22,Mumbai,West,71.0,Male,43545.0,30869.01,50000.0,Contactless Payment Device,Tuesday,No E647PC76,RuPay,Utility bill,97778.0,2020-04-14 11:03:48,Surat,West,73.0,Male,98742.0,66055.57,100000.0,Unknown,Tuesday,No I590TC96,Visa,Online Shopping,107624.0,2020-04-14 16:37:39,Mumbai,West,29.0,Male,193570.0,108365.39,200000.0,Unknown,Tuesday,No S615US22,RuPay,Online Shopping,29887.0,2020-04-15 01:24:23,Surat,West,47.0,Male,44492.0,17646.99,50000.0,Point-of-Sale Terminal,Wednesday,No F317UI94,Mastercard,Entertainment,47419.0,2020-04-15 14:41:04,Kolkata,East,65.0,Male,152397.0,60447.23,200000.0,Desktop,Wednesday,No U853GE12,RuPay,Education,83141.0,2020-04-15 23:15:24,Ahmedabad,West,36.0,Female,231698.0,60247.91,200000.0,Unknown,Wednesday,No J166RB55,RuPay,Retail,44187.0,2020-04-15 23:48:56,Lucknow,North,52.0,Male,62959.0,34818.15,50000.0,Desktop,Wednesday,No Y153SW52,Visa,Healthcare,72591.0,2020-04-16 10:35:08,Chennai,South,53.0,Male,194336.0,63020.18,200000.0,Contactless Payment Device,Thursday,Yes T851CP98,Mastercard,Online Shopping,70558.0,2020-04-16 13:11:37,Mumbai,West,57.0,Male,141455.0,65750.0,150000.0,Point-of-Sale Terminal,Thursday,No N709LF27,Mastercard,Online Shopping,69014.0,2020-04-16 13:45:37,Bengaluru,South,28.0,Male,199333.0,32554.72,150000.0,Mobile,Thursday,No T637YB85,Visa,Dining,171407.0,2020-04-17 04:21:54,Kochi,South,42.0,Male,195625.0,179238.85,200000.0,Point-of-Sale Terminal,Friday,No C262YU19,Visa,Transportation,45176.0,2020-04-17 08:23:38,Hyderabad,South,19.0,Female,40695.0,28527.52,50000.0,Mobile,Friday,No E593LF68,Visa,Dining,32485.0,2020-04-18 18:57:26,Hyderabad,South,58.0,Female,54465.0,15856.79,50000.0,Unknown,Saturday,No V122II75,Mastercard,Healthcare,39677.0,2020-04-19 04:18:06,Delhi,North,,Male,44429.0,43590.56,50000.0,Desktop,Sunday,No U657KN52,Mastercard,Online Shopping,121128.0,2020-04-19 11:59:51,Chennai,South,39.0,Female,214644.0,74758.97,150000.0,Unknown,Sunday,Yes M614MU31,Visa,Entertainment,41040.0,2020-04-19 13:24:44,Delhi,North,62.0,Male,,48990.16,,Contactless Payment Device,Sunday,No G874QN27,Visa,Online Shopping,34808.0,2020-04-19 17:32:01,Pune,West,67.0,Male,108345.0,36893.84,100000.0,Contactless Payment Device,Sunday,No P718HE85,Visa,Retail,115228.0,2020-04-20 02:23:02,Mumbai,West,35.0,,218682.0,130951.1,200000.0,Mobile,Monday,Yes U715EF27,RuPay,Utility bill,29632.0,2020-04-20 05:51:42,Surat,West,57.0,Male,54047.0,34566.78,50000.0,Mobile,Monday,No M289IV91,Mastercard,Healthcare,100952.0,2020-04-20 09:07:10,Surat,West,49.0,Female,260648.0,118995.97,200000.0,Mobile,Monday,No K466GE99,Mastercard,Entertainment,137619.0,2020-04-20 11:50:30,Chennai,South,60.0,Female,210366.0,132253.85,150000.0,Point-of-Sale Terminal,Monday,Yes D458PL42,RuPay,Retail,37384.0,2020-04-21 04:25:33,Ahmedabad,West,70.0,Female,74021.0,49620.34,50000.0,Contactless Payment Device,Tuesday,No W375AX43,Visa,Utility bill,45702.0,2020-04-21 15:26:41,Mumbai,West,49.0,Female,88493.0,36142.19,100000.0,Unknown,Tuesday,Yes Q232GY37,Visa,Dining,47923.0,2020-04-21 18:48:54,Mumbai,West,37.0,Male,172445.0,65748.0,150000.0,Point-of-Sale Terminal,Tuesday,No I894JL93,Mastercard,Dining,87293.0,2020-04-22 10:41:51,Mumbai,West,22.0,Male,225802.0,112590.26,200000.0,Point-of-Sale Terminal,Wednesday,No V471OV62,Visa,Retail,53013.0,2020-04-23 00:40:43,Ahmedabad,West,33.0,Female,98084.0,58933.6,100000.0,Contactless Payment Device,Thursday,No X567KO11,Visa,Dining,197075.0,2020-04-23 06:03:02,Bengaluru,South,43.0,Female,219570.0,93119.86,200000.0,Mobile,Thursday,No R979RN91,Mastercard,Retail,31609.0,2020-04-23 07:28:07,Patna,East,50.0,Female,42131.0,20451.71,50000.0,Contactless Payment Device,Thursday,No K347MR88,Visa,Retail,34085.0,2020-04-23 07:33:49,Chennai,South,73.0,Female,93460.0,43567.1,100000.0,Contactless Payment Device,Thursday,No P741RK75,Visa,Utility bill,59403.0,2020-04-23 08:29:02,Patna,East,28.0,Male,80476.0,74566.78,100000.0,Mobile,Thursday,No Y666BG22,Visa,Healthcare,39563.0,2020-04-23 20:17:48,Lucknow,North,59.0,Male,54220.0,47300.53,50000.0,Mobile,Thursday,No X919XN41,Visa,Entertainment,25205.0,2020-04-24 11:44:57,Bengaluru,South,69.0,Female,50185.0,24300.46,50000.0,Unknown,Friday,No E635OG93,Visa,Entertainment,143818.0,2020-04-25 01:21:08,Patna,East,18.0,Female,150623.0,194186.6,200000.0,Point-of-Sale Terminal,Saturday,No J614TA26,Mastercard,Healthcare,193278.0,2020-04-25 06:46:14,Bengaluru,South,78.0,Male,237148.0,172275.57,200000.0,Mobile,Saturday,Yes D706UY22,American Express,Online Shopping,77684.0,2020-04-25 19:39:11,Chennai,South,41.0,Male,254025.0,62815.91,200000.0,Contactless Payment Device,Saturday,No B849CD60,Visa,Healthcare,44974.0,2020-04-25 19:57:42,Delhi,North,77.0,Male,64047.0,49267.92,50000.0,Point-of-Sale Terminal,Saturday,No X713CX45,RuPay,Online Shopping,80830.0,2020-04-27 18:52:20,Mumbai,West,32.0,Female,199598.0,54478.46,150000.0,Point-of-Sale Terminal,Monday,No P886IQ91,Mastercard,Online Shopping,46773.0,2020-04-28 05:54:04,Kochi,South,20.0,Male,108575.0,24605.92,100000.0,Contactless Payment Device,Tuesday,No S244TE18,RuPay,Online Shopping,63250.0,2020-04-28 10:39:35,Mumbai,West,25.0,Female,120376.0,84608.39,150000.0,Contactless Payment Device,Tuesday,No M730QZ15,Visa,Retail,37693.0,2020-04-28 15:59:25,Chennai,South,49.0,Female,58621.0,28315.62,50000.0,Point-of-Sale Terminal,Tuesday,No E350OL60,Mastercard,Utility bill,43228.0,2020-04-29 07:19:35,Delhi,North,62.0,Male,105094.0,24631.0,150000.0,Contactless Payment Device,Wednesday,Yes R162OR26,Mastercard,Online Shopping,98438.0,2020-04-30 00:47:08,Kolkata,East,70.0,Male,87573.0,59673.38,100000.0,Mobile,Thursday,Yes N204WG66,RuPay,Retail,134945.0,2020-04-30 09:43:29,Lucknow,North,46.0,Female,191066.0,63278.62,150000.0,Mobile,Thursday,No J784QS37,Mastercard,Online Shopping,38700.0,2020-04-30 10:24:09,Pune,West,53.0,Male,43647.0,37240.29,50000.0,Unknown,Thursday,No Z102MR68,RuPay,Dining,53025.0,2020-04-30 12:12:19,Ahmedabad,West,32.0,Male,280404.0,55824.47,200000.0,Unknown,Thursday,No T879ZN26,Visa,Entertainment,40560.0,2020-04-30 23:54:46,Mumbai,West,23.0,Female,66876.0,34081.74,50000.0,Point-of-Sale Terminal,Thursday,No P531NM79,Visa,Utility bill,26282.0,2020-05-01 02:50:10,Kochi,South,47.0,Male,227623.0,,200000.0,Unknown,Friday,Yes G513CI53,Mastercard,Dining,181845.0,2020-05-01 08:15:07,Hyderabad,South,61.0,Female,,136009.87,200000.0,Mobile,Friday,No X752JF27,American Express,Utility bill,45881.0,2020-05-01 11:21:33,Chennai,South,39.0,Male,58828.0,36265.41,50000.0,Desktop,Friday,Yes V901XO30,Visa,Online Shopping,48208.0,2020-05-02 12:18:04,Kolkata,East,67.0,Female,43963.0,48861.37,50000.0,Point-of-Sale Terminal,Saturday,No X637AW92,Visa,Transportation,75525.0,2020-05-03 01:30:13,Patna,East,76.0,Female,113144.0,81808.52,150000.0,Contactless Payment Device,Sunday,Yes B968RJ16,Mastercard,Retail,61674.0,2020-05-03 02:25:49,Hyderabad,South,74.0,Female,172609.0,86110.75,150000.0,Unknown,Sunday,No W841VO37,,Education,60749.0,2020-05-03 02:33:47,Hyderabad,South,76.0,Female,150612.0,64246.7,150000.0,Point-of-Sale Terminal,Sunday,Yes G508GY20,Mastercard,Retail,183957.0,2020-05-03 03:54:47,Lucknow,North,25.0,Male,146895.0,165228.21,200000.0,Contactless Payment Device,Sunday,No O994YD11,Visa,Retail,63152.0,2020-05-03 08:08:48,Delhi,North,75.0,Female,75615.0,60658.44,100000.0,Point-of-Sale Terminal,Sunday,No N823PL15,RuPay,Retail,45704.0,2020-05-03 12:08:29,Mumbai,West,65.0,Male,135589.0,45467.73,150000.0,Contactless Payment Device,Sunday,No T809SV31,Mastercard,Healthcare,104552.0,2020-05-03 17:47:38,Pune,West,70.0,Female,119082.0,111806.98,150000.0,Mobile,Sunday,No N137FY71,Visa,Transportation,147403.0,2020-05-03 19:24:14,Pune,West,66.0,Female,153643.0,68345.37,150000.0,Unknown,Sunday,No U857IW63,Visa,Transportation,27521.0,2020-05-03 22:31:11,Patna,East,64.0,Female,73650.0,20519.1,50000.0,Desktop,Sunday,Yes Y391LN19,Visa,Retail,64724.0,2020-05-04 00:24:45,Hyderabad,South,65.0,Female,99317.0,88305.94,100000.0,Desktop,Monday,No L754TU86,Mastercard,Online Shopping,40802.0,2020-05-04 02:25:39,Pune,West,74.0,Female,37779.0,48268.78,50000.0,Contactless Payment Device,Monday,Yes U278BJ58,Visa,Entertainment,73597.0,2020-05-04 05:26:04,Ahmedabad,West,55.0,Female,77897.0,90164.87,100000.0,Unknown,Monday,No Q946BL28,Visa,Education,95472.0,2020-05-04 08:26:02,Delhi,North,40.0,Male,222247.0,97870.4,150000.0,Point-of-Sale Terminal,Monday,Yes Q787GH43,Visa,Transportation,45647.0,2020-05-05 06:59:37,Mumbai,West,79.0,Male,166717.0,51615.57,150000.0,Unknown,Tuesday,Yes P243ZC63,Visa,Retail,125844.0,2020-05-05 22:30:35,Hyderabad,South,31.0,Male,,105768.78,150000.0,Contactless Payment Device,Tuesday,No U196IX51,Visa,Healthcare,38894.0,2020-05-06 05:54:26,Ahmedabad,West,49.0,Female,65558.0,45241.11,50000.0,Mobile,Wednesday,No H193NY61,Visa,Dining,122409.0,2020-05-06 06:11:21,Jaipur,North,44.0,Female,214756.0,134008.17,150000.0,Desktop,Wednesday,Yes V664NT40,Visa,Healthcare,29973.0,2020-05-07 16:17:21,Lucknow,North,64.0,Female,52740.0,13500.35,50000.0,Unknown,Thursday,No Z379LA52,Mastercard,Education,86639.0,2020-05-07 20:55:48,Kochi,South,66.0,Female,119432.0,114198.41,150000.0,Desktop,Thursday,No T852EB65,Mastercard,Online Shopping,61613.0,2020-05-07 22:52:06,Chennai,South,30.0,Male,146920.0,62728.38,100000.0,Contactless Payment Device,Thursday,No O423AU89,Mastercard,Retail,35968.0,2020-05-07 23:32:55,Delhi,North,67.0,Male,37523.0,32322.42,50000.0,Point-of-Sale Terminal,Thursday,No U387AG20,Visa,Dining,108026.0,2020-05-08 02:16:28,Delhi,North,28.0,Male,137740.0,72682.96,150000.0,Point-of-Sale Terminal,Friday,No B425WB87,American Express,Online Shopping,131339.0,2020-05-08 14:22:09,Ahmedabad,West,21.0,Male,220691.0,68730.46,150000.0,Contactless Payment Device,Friday,No O663GR77,Visa,Online Shopping,28513.0,2020-05-09 08:54:10,Mumbai,West,80.0,Female,114140.0,16993.18,100000.0,Point-of-Sale Terminal,Saturday,No A545OW83,Visa,Utility bill,42221.0,2020-05-10 10:07:38,Kochi,South,64.0,Female,267677.0,57798.2,200000.0,Contactless Payment Device,Sunday,No L202IF29,Mastercard,Entertainment,118848.0,2020-05-10 20:52:49,Ahmedabad,West,68.0,Female,,91664.01,200000.0,Unknown,Sunday,No N980NT89,Mastercard,Entertainment,49127.0,2020-05-10 21:47:26,Bengaluru,South,75.0,Male,72500.0,,50000.0,Contactless Payment Device,Sunday,No J740XI60,RuPay,Healthcare,133123.0,2020-05-11 05:33:06,Pune,West,38.0,Female,201411.0,111421.39,150000.0,Contactless Payment Device,Monday,No O702AV48,Mastercard,Education,147280.0,2020-05-11 10:13:28,Pune,West,48.0,Male,106358.0,59980.14,150000.0,Contactless Payment Device,Monday,No Q311SP56,Mastercard,Entertainment,28088.0,2020-05-11 12:11:45,Jaipur,North,67.0,Female,40171.0,19929.5,50000.0,Desktop,Monday,No F973XF49,Mastercard,Retail,184282.0,2020-05-12 19:38:54,Kochi,South,36.0,Female,151683.0,119537.74,200000.0,Mobile,Tuesday,No G791BW81,Visa,Education,77693.0,2020-05-13 01:37:33,Kolkata,East,78.0,Male,,63656.72,150000.0,Unknown,Wednesday,No W163YZ23,Mastercard,Online Shopping,46313.0,2020-05-13 04:22:49,Delhi,North,33.0,,158646.0,21832.24,150000.0,Desktop,Wednesday,No V313VM15,Mastercard,Retail,42921.0,2020-05-13 06:18:21,Kochi,South,76.0,Male,88760.0,56473.33,100000.0,Contactless Payment Device,Wednesday,No S257GA75,Visa,Utility bill,40089.0,2020-05-13 13:28:55,Patna,East,78.0,Male,134752.0,53192.03,100000.0,Mobile,Wednesday,No P276RF72,Mastercard,Online Shopping,86049.0,2020-05-13 16:59:16,Chennai,South,49.0,Male,112849.0,,100000.0,Point-of-Sale Terminal,Wednesday,No X745WW88,RuPay,Transportation,46677.0,2020-05-13 17:54:03,Hyderabad,South,26.0,Female,144081.0,51389.94,150000.0,Point-of-Sale Terminal,Wednesday,No H420TO34,Mastercard,Online Shopping,108394.0,2020-05-13 20:34:44,Pune,West,27.0,Male,191022.0,66377.15,150000.0,Mobile,Wednesday,No C919SL18,RuPay,Utility bill,108417.0,2020-05-13 21:48:17,Kochi,South,38.0,Male,257526.0,93617.67,200000.0,Desktop,Wednesday,Yes X783CD48,American Express,Utility bill,193508.0,2020-05-14 08:14:46,Surat,West,26.0,Male,178485.0,104669.24,200000.0,Desktop,Thursday,No J876EI44,Visa,Entertainment,29409.0,2020-05-14 12:02:44,Delhi,North,66.0,Male,61119.0,36254.8,50000.0,Contactless Payment Device,Thursday,No N480MW11,Visa,Entertainment,39280.0,2020-05-14 12:25:20,Surat,West,26.0,Male,135753.0,29848.01,150000.0,Contactless Payment Device,Thursday,Yes T128TS94,American Express,Retail,93001.0,2020-05-14 12:36:14,Bengaluru,South,76.0,Male,105015.0,122202.13,150000.0,Mobile,Thursday,No O550LW76,Visa,Online Shopping,34178.0,2020-05-14 14:27:47,Chennai,South,66.0,Male,69469.0,26012.86,50000.0,Mobile,Thursday,No S448HG75,Mastercard,Education,83263.0,2020-05-14 21:45:18,Hyderabad,South,62.0,Female,299875.0,106318.65,200000.0,Contactless Payment Device,Thursday,Yes M220UC61,Mastercard,Utility bill,32190.0,2020-05-15 13:02:08,Pune,West,71.0,Male,64389.0,43634.11,50000.0,Point-of-Sale Terminal,Friday,No J171UQ36,RuPay,Healthcare,48599.0,2020-05-15 22:04:33,Delhi,North,41.0,Male,46837.0,37461.0,50000.0,Point-of-Sale Terminal,Friday,No V358BL28,RuPay,Entertainment,68336.0,2020-05-15 23:48:54,Surat,West,50.0,Male,142403.0,45576.83,100000.0,Unknown,Friday,No C495RX76,American Express,Retail,152571.0,2020-05-16 12:19:32,Patna,East,70.0,Male,179994.0,115927.24,200000.0,Point-of-Sale Terminal,Saturday,No Y644ZW79,Mastercard,Online Shopping,103037.0,2020-05-16 15:36:06,Surat,West,31.0,Female,186438.0,48636.21,150000.0,Desktop,Saturday,No F783NT12,Visa,Online Shopping,33143.0,2020-05-17 02:11:56,Kolkata,East,44.0,Female,192005.0,42013.25,150000.0,Desktop,Sunday,No M533CW23,American Express,Utility bill,44580.0,2020-05-17 03:50:25,Pune,West,45.0,Male,45619.0,32920.16,50000.0,Contactless Payment Device,Sunday,No R504KO87,American Express,Dining,30855.0,2020-05-17 09:02:21,Kochi,South,,Female,56556.0,40366.54,50000.0,Contactless Payment Device,Sunday,Yes R648XP25,Mastercard,Online Shopping,89660.0,2020-05-17 16:33:25,Chennai,South,35.0,Female,88921.0,64317.41,100000.0,Contactless Payment Device,Sunday,No W818TF84,American Express,Utility bill,56741.0,2020-05-17 22:57:20,Delhi,North,23.0,Female,119412.0,56477.92,100000.0,Point-of-Sale Terminal,Sunday,Yes M318GT64,American Express,Online Shopping,27281.0,2020-05-18 02:36:00,Lucknow,North,69.0,Male,36601.0,,50000.0,Contactless Payment Device,Monday,No C554JP15,American Express,Online Shopping,145138.0,2020-05-18 05:40:40,Pune,West,22.0,Female,214696.0,186540.86,200000.0,Unknown,Monday,No L845LQ68,Mastercard,Healthcare,79918.0,2020-05-18 09:35:48,Mumbai,West,40.0,Female,148275.0,44125.55,100000.0,Unknown,Monday,Yes L892NP35,RuPay,Dining,52588.0,2020-05-18 13:12:27,Delhi,North,54.0,Female,160013.0,37712.71,150000.0,Mobile,Monday,No A636KH46,Mastercard,Transportation,43869.0,2020-05-18 14:05:02,Kolkata,East,40.0,Male,180882.0,31151.06,150000.0,Mobile,Monday,No C838FM20,Visa,Healthcare,27720.0,2020-05-18 16:42:29,Surat,West,76.0,Male,221285.0,,200000.0,Unknown,Monday,No W187PO81,Mastercard,Transportation,96889.0,2020-05-19 02:17:11,Pune,West,77.0,Female,127942.0,39526.27,100000.0,Contactless Payment Device,Tuesday,Yes R241ZV99,Mastercard,Utility bill,25143.0,2020-05-20 04:33:54,Lucknow,North,22.0,Male,97151.0,21837.15,100000.0,Desktop,Wednesday,Yes W594FD87,Visa,Dining,91151.0,2020-05-21 04:32:05,Jaipur,North,75.0,Male,112548.0,54841.47,100000.0,Contactless Payment Device,Thursday,No C385KQ16,Mastercard,Utility bill,112469.0,2020-05-21 12:22:50,Kochi,South,54.0,Male,109334.0,111643.92,150000.0,Unknown,Thursday,No H316NM50,Mastercard,Education,75261.0,2020-05-21 13:15:30,Pune,West,73.0,Female,285639.0,60434.06,200000.0,Point-of-Sale Terminal,Thursday,Yes J368KC71,American Express,Online Shopping,25941.0,2020-05-21 15:37:08,Lucknow,North,59.0,,259340.0,32948.06,200000.0,Contactless Payment Device,Thursday,No E122ER89,RuPay,Utility bill,138372.0,2020-05-22 06:29:53,Kochi,South,18.0,Female,143543.0,131774.89,200000.0,Desktop,Friday,No D581JI26,Mastercard,Entertainment,167286.0,2020-05-22 17:21:18,Lucknow,North,64.0,Female,237743.0,113105.88,200000.0,,Friday,Yes L410QJ75,Visa,Retail,113553.0,2020-05-22 20:49:30,Kolkata,East,72.0,Male,138365.0,55509.28,150000.0,Mobile,Friday,No P184ON78,Mastercard,Utility bill,156765.0,2020-05-22 23:30:37,Surat,West,42.0,Male,214710.0,109268.38,200000.0,Point-of-Sale Terminal,Friday,No S885EH97,American Express,Education,46053.0,2020-05-23 03:16:05,Delhi,North,57.0,Male,194841.0,59517.1,150000.0,Desktop,Saturday,No J618VU67,Visa,Utility bill,81364.0,2020-05-23 06:46:29,Patna,East,68.0,Male,148547.0,67573.85,100000.0,Point-of-Sale Terminal,Saturday,No R911DC67,Mastercard,Retail,99442.0,2020-05-23 07:14:06,Surat,West,75.0,Male,74868.0,74471.1,100000.0,Desktop,Saturday,No Q541ZH83,Mastercard,Retail,33488.0,2020-05-23 14:02:54,Surat,West,75.0,,86714.0,37804.29,100000.0,Unknown,Saturday,Yes T709TE41,Visa,Utility bill,34509.0,2020-05-23 15:48:58,Patna,East,69.0,Female,59324.0,21652.95,50000.0,Point-of-Sale Terminal,Saturday,No W246JW76,RuPay,Dining,133439.0,2020-05-24 12:39:33,Delhi,North,33.0,Male,198230.0,103553.3,150000.0,Point-of-Sale Terminal,Sunday,No A978ES29,American Express,Transportation,144148.0,2020-05-24 23:58:28,Delhi,North,42.0,Female,179466.0,108095.93,150000.0,Point-of-Sale Terminal,Sunday,Yes V388VV26,American Express,Transportation,73245.0,2020-05-25 14:09:06,Ahmedabad,West,76.0,Female,231228.0,79354.81,200000.0,Point-of-Sale Terminal,Monday,No P685ZX35,RuPay,Online Shopping,118531.0,2020-05-25 18:02:37,Kochi,South,51.0,Female,170426.0,139849.93,200000.0,Point-of-Sale Terminal,Monday,No M408BN32,Mastercard,Entertainment,37134.0,2020-05-26 01:59:29,Kochi,South,34.0,Male,,41467.91,150000.0,Point-of-Sale Terminal,Tuesday,Yes T514UI70,American Express,Dining,72367.0,2020-05-26 08:16:12,Kolkata,East,74.0,Male,199884.0,67351.62,200000.0,Point-of-Sale Terminal,Tuesday,No E305DO96,Visa,Healthcare,39260.0,2020-05-26 19:47:23,Chennai,South,32.0,Male,280547.0,21533.45,200000.0,Contactless Payment Device,Tuesday,No V179YC65,American Express,Retail,42157.0,2020-05-27 00:27:53,Kolkata,East,49.0,Female,135888.0,38179.76,100000.0,Point-of-Sale Terminal,Wednesday,Yes G342ZI83,Mastercard,Transportation,46577.0,2020-05-27 00:42:37,Jaipur,North,36.0,Male,,37276.96,200000.0,Contactless Payment Device,Wednesday,No O514JI47,Visa,Online Shopping,133058.0,2020-05-27 03:14:47,Jaipur,North,62.0,Male,169705.0,63473.26,150000.0,Contactless Payment Device,Wednesday,No O551LS74,Visa,Utility bill,70227.0,2020-05-27 06:37:21,Patna,East,19.0,Female,79884.0,79277.19,100000.0,Point-of-Sale Terminal,Wednesday,Yes L920LZ98,Mastercard,Utility bill,41982.0,2020-05-27 12:17:37,Bengaluru,South,51.0,Male,213893.0,37710.94,150000.0,Point-of-Sale Terminal,Wednesday,No N410RU58,Visa,Online Shopping,79457.0,2020-05-27 18:24:07,Kolkata,East,72.0,Male,219086.0,91353.64,200000.0,Contactless Payment Device,Wednesday,No R441HM17,Mastercard,Retail,69390.0,2020-05-27 20:41:34,Delhi,North,52.0,Female,195541.0,80896.63,200000.0,Point-of-Sale Terminal,Wednesday,Yes Z509XP50,Visa,Healthcare,26808.0,2020-05-28 02:54:06,Bengaluru,South,74.0,Male,64893.0,22081.16,50000.0,Point-of-Sale Terminal,Thursday,Yes J150XP56,Mastercard,Retail,88294.0,2020-05-28 19:34:50,Lucknow,North,35.0,Male,89420.0,63581.4,100000.0,Mobile,Thursday,No R369BK86,Visa,Transportation,101272.0,2020-05-29 10:07:41,Kochi,South,35.0,Male,148950.0,66680.69,150000.0,Unknown,Friday,Yes Y532WX98,Visa,Utility bill,52281.0,2020-05-29 11:15:07,Pune,West,68.0,Female,266566.0,57608.4,200000.0,Mobile,Friday,No B699ML49,American Express,Healthcare,120814.0,2020-05-30 00:23:13,Ahmedabad,West,56.0,Male,,69479.39,200000.0,Mobile,Saturday,Yes H139EZ42,Visa,Healthcare,36611.0,2020-05-30 08:09:40,Kochi,South,41.0,,74333.0,22009.95,50000.0,Mobile,Saturday,Yes R922VE69,American Express,Transportation,85663.0,2020-05-30 10:34:28,Lucknow,North,47.0,,,80696.86,100000.0,Mobile,Saturday,No Z536ED93,Visa,Retail,33612.0,2020-05-30 20:50:19,Kolkata,East,45.0,Male,130108.0,21594.68,100000.0,Unknown,Saturday,No B745BZ39,Mastercard,Dining,72800.0,2020-05-31 03:12:32,Mumbai,West,66.0,Female,147754.0,40684.48,100000.0,Point-of-Sale Terminal,Sunday,Yes S672MR63,Mastercard,Retail,108894.0,2020-05-31 06:12:10,Ahmedabad,West,33.0,Male,289682.0,126985.93,200000.0,Desktop,Sunday,No F104XQ53,Mastercard,Retail,27586.0,2020-05-31 10:20:10,Ahmedabad,West,18.0,Male,53101.0,24452.37,50000.0,Point-of-Sale Terminal,Sunday,No K766PI13,Mastercard,Online Shopping,35638.0,2020-05-31 15:13:04,Ahmedabad,West,40.0,Female,45705.0,24646.72,50000.0,Desktop,Sunday,No S783BE24,Mastercard,Healthcare,113367.0,2020-06-01 05:07:40,Lucknow,North,18.0,Female,105903.0,52474.84,150000.0,Contactless Payment Device,Monday,No G997JQ76,Mastercard,Entertainment,187760.0,2020-06-01 07:38:19,Ahmedabad,West,50.0,Female,172470.0,,200000.0,Mobile,Monday,Yes J926VD19,Visa,Retail,68374.0,2020-06-01 08:32:21,Patna,East,23.0,Male,103755.0,30349.58,100000.0,Contactless Payment Device,Monday,Yes Z526KS43,American Express,Retail,25019.0,2020-06-01 09:17:43,Pune,West,52.0,Male,58241.0,19778.71,50000.0,Unknown,Monday,Yes F198IM20,Visa,Retail,87513.0,2020-06-01 11:30:31,Jaipur,North,49.0,Male,100448.0,37146.18,100000.0,Desktop,Monday,No X631PB34,Visa,Transportation,84220.0,2020-06-01 21:32:08,Chennai,South,35.0,Female,141310.0,82026.1,100000.0,Unknown,Monday,No H468VP70,Visa,Transportation,90641.0,2020-06-02 15:25:21,Delhi,North,27.0,Male,83275.0,,100000.0,Unknown,Tuesday,Yes V736IP87,Mastercard,Transportation,55054.0,2020-06-03 00:44:24,Ahmedabad,West,34.0,Male,70992.0,59873.7,100000.0,Desktop,Wednesday,Yes G571XZ18,Mastercard,Transportation,62043.0,2020-06-03 09:20:47,Hyderabad,South,78.0,Female,,67755.14,150000.0,Contactless Payment Device,Wednesday,No B726GF66,Mastercard,Transportation,121132.0,2020-06-03 23:43:54,Delhi,North,18.0,Male,287623.0,62000.18,200000.0,Desktop,Wednesday,Yes R171CJ76,Mastercard,Retail,48331.0,2020-06-04 00:31:44,Kolkata,East,78.0,Female,,23438.91,200000.0,Desktop,Thursday,No F312HO98,RuPay,Healthcare,49561.0,2020-06-04 03:47:54,Delhi,North,19.0,Male,160063.0,53394.14,150000.0,Unknown,Thursday,No H623PD33,Mastercard,Utility bill,86401.0,2020-06-04 09:00:54,Delhi,North,72.0,Male,196936.0,114323.25,200000.0,Desktop,Thursday,No V741ZI98,Visa,Education,165905.0,2020-06-04 13:34:01,Surat,West,62.0,Female,181800.0,110847.6,200000.0,Point-of-Sale Terminal,Thursday,Yes A258DY28,Visa,Online Shopping,46824.0,2020-06-04 14:38:50,Mumbai,West,80.0,Male,,22870.6,50000.0,Mobile,Thursday,Yes D511XX60,RuPay,Entertainment,59905.0,2020-06-04 15:48:06,Chennai,South,55.0,Female,141484.0,40494.76,100000.0,Contactless Payment Device,Thursday,Yes A750QE43,Visa,Transportation,69470.0,2020-06-04 17:45:08,Chennai,South,57.0,Female,98223.0,93928.81,100000.0,Point-of-Sale Terminal,Thursday,No S522TM19,RuPay,Entertainment,94290.0,2020-06-04 20:18:49,Hyderabad,South,35.0,Female,177131.0,94095.81,150000.0,Desktop,Thursday,No G204ZY34,Mastercard,Healthcare,97964.0,2020-06-04 21:15:22,Patna,East,65.0,Male,105677.0,70970.35,100000.0,Mobile,Thursday,Yes T808OD61,Visa,Online Shopping,77268.0,2020-06-04 21:36:32,Jaipur,North,25.0,Male,293306.0,54162.98,200000.0,Unknown,Thursday,No Q675VS46,RuPay,Dining,95580.0,2020-06-04 21:49:22,Chennai,South,58.0,Male,126546.0,41485.63,100000.0,Contactless Payment Device,Thursday,Yes Y953CL46,Mastercard,Retail,31539.0,2020-06-05 06:04:03,Pune,West,77.0,Male,97320.0,31759.76,100000.0,Desktop,Friday,Yes S427PT54,RuPay,Online Shopping,96040.0,2020-06-06 00:41:32,Lucknow,North,33.0,Male,197384.0,110436.99,150000.0,Contactless Payment Device,Saturday,No X967GV63,Visa,Utility bill,59973.0,2020-06-06 05:57:57,Patna,East,21.0,Female,275451.0,75449.28,200000.0,Point-of-Sale Terminal,Saturday,No S909FM31,Visa,Transportation,159393.0,2020-06-06 09:23:36,Kochi,South,44.0,Female,253816.0,178742.27,200000.0,Unknown,Saturday,No Y256AS14,Mastercard,Dining,138384.0,2020-06-06 10:16:11,Jaipur,North,69.0,Female,120783.0,118870.43,150000.0,Point-of-Sale Terminal,Saturday,Yes E382DF78,Mastercard,Transportation,73208.0,2020-06-06 12:11:29,Delhi,North,60.0,,74583.0,43556.12,100000.0,Mobile,Saturday,No M153DC88,Visa,Dining,85646.0,2020-06-06 21:09:45,Mumbai,West,68.0,Female,166498.0,,200000.0,Desktop,Saturday,Yes J398CR89,RuPay,Dining,61080.0,2020-06-07 02:20:54,Delhi,North,76.0,Female,162797.0,30694.81,150000.0,Unknown,Sunday,No C489HK40,American Express,Retail,186333.0,2020-06-07 03:45:15,Delhi,North,69.0,Female,208334.0,140856.66,200000.0,Mobile,Sunday,No B845HL45,Visa,Online Shopping,103616.0,2020-06-07 14:24:04,Ahmedabad,West,50.0,Female,235213.0,68393.06,200000.0,Mobile,Sunday,No Q502UY14,Mastercard,Utility bill,28403.0,2020-06-07 18:07:12,Delhi,North,80.0,,35948.0,24839.05,50000.0,Desktop,Sunday,No B814YW52,Mastercard,Dining,47905.0,2020-06-07 23:00:28,Chennai,South,73.0,Male,,41390.45,50000.0,Mobile,Sunday,No V258LF59,Visa,Retail,156074.0,2020-06-08 00:42:36,Lucknow,North,53.0,Male,235696.0,103400.63,200000.0,Point-of-Sale Terminal,Monday,No F791VD53,Visa,Retail,153081.0,2020-06-08 06:21:36,Mumbai,West,79.0,Female,182020.0,176048.37,200000.0,Unknown,Monday,No R565IX92,Mastercard,Entertainment,178048.0,2020-06-08 06:35:25,Ahmedabad,West,23.0,Male,271663.0,135631.63,200000.0,Unknown,Monday,No I284ZJ97,Visa,Dining,80775.0,2020-06-08 09:19:54,Pune,West,35.0,Female,112066.0,45580.73,150000.0,Unknown,Monday,Yes A206ZI60,American Express,Online Shopping,109192.0,2020-06-08 16:33:55,Pune,West,26.0,Male,220407.0,71362.41,150000.0,Mobile,Monday,No M185GD65,Visa,Education,81763.0,2020-06-09 00:00:03,Kolkata,East,69.0,Female,104237.0,32982.34,100000.0,Unknown,Tuesday,Yes A763HM98,Visa,Retail,35260.0,2020-06-09 00:34:13,Lucknow,North,32.0,Female,74020.0,38213.32,50000.0,Point-of-Sale Terminal,Tuesday,Yes J769JD27,Visa,Online Shopping,121726.0,2020-06-09 01:37:23,Hyderabad,South,80.0,Male,193631.0,97112.18,150000.0,Desktop,Tuesday,No D633NB56,Visa,Dining,94318.0,2020-06-09 06:06:30,Kochi,South,74.0,Female,78624.0,80603.8,100000.0,Mobile,Tuesday,Yes I497JC68,RuPay,Education,34959.0,2020-06-09 14:58:48,Chennai,South,26.0,Male,42295.0,46743.37,50000.0,Mobile,Tuesday,No A937MX28,Visa,Healthcare,181153.0,2020-06-09 16:59:10,Hyderabad,South,42.0,Female,151350.0,83592.38,200000.0,Mobile,Tuesday,No O506FJ33,Mastercard,Online Shopping,90891.0,2020-06-10 06:19:05,Ahmedabad,West,72.0,Male,286772.0,108765.48,200000.0,Unknown,Wednesday,No U951VA83,RuPay,Transportation,105748.0,2020-06-10 07:47:27,Mumbai,West,78.0,Female,197227.0,146868.12,150000.0,Desktop,Wednesday,No N222UN48,Visa,Online Shopping,66833.0,2020-06-10 08:53:35,Kochi,South,47.0,Female,123402.0,63941.29,150000.0,Point-of-Sale Terminal,Wednesday,Yes R684OF25,Mastercard,Entertainment,50425.0,2020-06-10 14:24:34,Jaipur,North,49.0,Male,94578.0,55266.84,100000.0,Unknown,Wednesday,Yes L131MH78,Visa,Retail,33691.0,2020-06-12 17:18:39,Lucknow,North,33.0,Male,71308.0,34023.38,50000.0,Point-of-Sale Terminal,Friday,No M969ZS26,Visa,Retail,74584.0,2020-06-12 23:51:33,Ahmedabad,West,59.0,Female,178251.0,79028.97,150000.0,,Friday,Yes E624WT33,Visa,Education,137133.0,2020-06-13 10:14:49,Bengaluru,South,52.0,Male,298625.0,78905.0,200000.0,Contactless Payment Device,Saturday,Yes V100CP12,Mastercard,Education,48705.0,2020-06-13 21:55:34,Hyderabad,South,71.0,Female,208892.0,38551.26,150000.0,Unknown,Saturday,Yes E633IB77,RuPay,Healthcare,49082.0,2020-06-14 01:53:37,Bengaluru,South,68.0,Male,40957.0,32514.28,50000.0,Point-of-Sale Terminal,Sunday,No K990CJ33,RuPay,Transportation,35534.0,2020-06-14 11:26:03,Chennai,South,65.0,Female,87189.0,22749.83,100000.0,Contactless Payment Device,Sunday,No B415DR12,RuPay,Education,26290.0,2020-06-16 01:31:40,Mumbai,West,64.0,Male,66334.0,27707.5,50000.0,Mobile,Tuesday,No E421WY62,Mastercard,Education,93344.0,2020-06-16 06:37:58,Chennai,South,71.0,Male,150028.0,46767.98,150000.0,Contactless Payment Device,Tuesday,No B926GE65,Visa,Entertainment,31644.0,2020-06-16 15:36:36,Jaipur,North,18.0,Male,203093.0,35826.81,150000.0,Desktop,Tuesday,No D189NO76,RuPay,Dining,114849.0,2020-06-16 20:40:28,Surat,West,61.0,Male,236676.0,119054.08,200000.0,Desktop,Tuesday,Yes R648IH90,Mastercard,Online Shopping,158485.0,2020-06-16 20:55:14,Kolkata,East,26.0,Female,293627.0,151032.34,200000.0,Mobile,Tuesday,Yes Q344XU16,Visa,Entertainment,119747.0,2020-06-17 18:27:07,Jaipur,North,48.0,Male,153114.0,61812.11,150000.0,Unknown,Wednesday,Yes O657MK99,Mastercard,Entertainment,74229.0,2020-06-18 08:45:00,Kolkata,East,69.0,Female,100070.0,74321.8,100000.0,Unknown,Thursday,No F245DP16,Visa,Online Shopping,26832.0,2020-06-19 05:55:31,Jaipur,North,48.0,Male,74647.0,33739.28,50000.0,Mobile,Friday,No O467AS95,RuPay,Retail,25617.0,2020-06-19 08:50:06,Bengaluru,South,79.0,Female,246813.0,26702.13,200000.0,Mobile,Friday,Yes N858YE61,RuPay,Online Shopping,51515.0,2020-06-19 20:58:33,Ahmedabad,West,47.0,Female,206971.0,37398.81,150000.0,Mobile,Friday,No A407GK39,American Express,Retail,39056.0,2020-06-19 22:38:03,Mumbai,West,69.0,Female,58116.0,29316.49,50000.0,Desktop,Friday,No N300SP28,Visa,Retail,39705.0,2020-06-20 00:45:01,Patna,East,47.0,Male,52162.0,19751.49,50000.0,Unknown,Saturday,No B756PP69,Mastercard,Online Shopping,84489.0,2020-06-20 02:22:43,Ahmedabad,West,74.0,Female,165919.0,61890.59,150000.0,Point-of-Sale Terminal,Saturday,No E977RJ15,American Express,Utility bill,27599.0,2020-06-20 02:30:00,Ahmedabad,West,65.0,Female,70003.0,16196.45,50000.0,Desktop,Saturday,Yes Y924AT15,Visa,Dining,97902.0,2020-06-20 19:38:05,Surat,West,40.0,Female,90056.0,79604.84,100000.0,Desktop,Saturday,No C165JZ35,Visa,Online Shopping,46037.0,2020-06-21 11:31:05,Mumbai,West,38.0,Female,110576.0,52578.52,100000.0,Mobile,Sunday,No G990HV58,RuPay,Retail,48990.0,2020-06-21 15:56:23,Chennai,South,29.0,Female,45964.0,33619.11,50000.0,Point-of-Sale Terminal,Sunday,No E930FS50,Mastercard,Online Shopping,113209.0,2020-06-22 08:29:14,Pune,West,43.0,Female,216085.0,,200000.0,Unknown,Monday,No V685PF88,RuPay,Retail,87058.0,2020-06-22 20:39:44,Chennai,South,49.0,Female,93933.0,52107.94,100000.0,Desktop,Monday,No V987SB38,Mastercard,Retail,143206.0,2020-06-22 23:56:47,Bengaluru,South,26.0,Female,144563.0,60828.88,150000.0,Desktop,Monday,No V259KU22,Visa,Education,48915.0,2020-06-23 00:37:00,Pune,West,31.0,Male,144706.0,68323.47,100000.0,Desktop,Tuesday,No X950VH19,Visa,Retail,54178.0,2020-06-23 05:58:55,Kochi,South,50.0,Female,135696.0,67704.26,100000.0,Contactless Payment Device,Tuesday,No M373SJ56,Visa,Retail,56921.0,2020-06-23 13:35:09,Kolkata,East,44.0,Female,74835.0,37905.85,100000.0,Mobile,Tuesday,No B793VU12,RuPay,Transportation,155942.0,2020-06-23 20:39:19,Pune,West,47.0,Female,264544.0,123903.89,200000.0,Mobile,Tuesday,No E544TR27,American Express,Retail,47549.0,2020-06-24 05:31:24,Bengaluru,South,44.0,Male,39999.0,,50000.0,Mobile,Wednesday,Yes B412YH16,Mastercard,Online Shopping,31638.0,2020-06-24 06:24:25,Lucknow,North,69.0,,71634.0,28441.65,50000.0,Point-of-Sale Terminal,Wednesday,No I364CW36,Mastercard,Dining,182161.0,2020-06-24 10:21:47,Hyderabad,South,73.0,Female,235278.0,124188.67,200000.0,Point-of-Sale Terminal,Wednesday,No S675OT95,RuPay,Online Shopping,57022.0,2020-06-24 12:16:22,Ahmedabad,West,57.0,Female,93641.0,43392.0,100000.0,Contactless Payment Device,Wednesday,No A320LO57,Visa,Online Shopping,112515.0,2020-06-24 14:09:48,Ahmedabad,West,69.0,Male,,120413.91,150000.0,Unknown,Wednesday,No Q236RM49,American Express,Retail,199273.0,2020-06-24 15:44:51,Delhi,North,50.0,Female,193020.0,81576.95,200000.0,Point-of-Sale Terminal,Wednesday,No W927UN51,Mastercard,Utility bill,47007.0,2020-06-24 23:59:35,Jaipur,North,59.0,Male,52946.0,30641.67,50000.0,Contactless Payment Device,Wednesday,Yes I930PX30,Visa,,76567.0,2020-06-25 02:24:30,Chennai,South,46.0,Male,91955.0,98066.06,100000.0,Mobile,Thursday,No Z492TY46,Visa,Online Shopping,80869.0,2020-06-25 07:11:08,Delhi,North,38.0,Male,126335.0,46577.19,100000.0,Unknown,Thursday,No M509SN68,Visa,Healthcare,36127.0,2020-06-26 02:09:28,Delhi,North,40.0,Female,123468.0,42590.48,150000.0,Point-of-Sale Terminal,Friday,No D684KP87,American Express,Online Shopping,37977.0,2020-06-26 03:38:32,Bengaluru,South,40.0,Female,51644.0,32442.53,50000.0,Contactless Payment Device,Friday,Yes D360TX11,,Healthcare,69932.0,2020-06-26 17:36:52,Hyderabad,South,40.0,Male,148374.0,48708.2,100000.0,Mobile,Friday,No T480CD42,Visa,Online Shopping,84496.0,2020-06-27 06:52:14,Bengaluru,South,46.0,Female,212399.0,82294.56,200000.0,Point-of-Sale Terminal,Saturday,No J697WF43,RuPay,Healthcare,29239.0,2020-06-28 09:24:02,Jaipur,North,66.0,Female,99669.0,27994.27,100000.0,Point-of-Sale Terminal,Sunday,No S526QL98,RuPay,Healthcare,117072.0,2020-06-28 17:07:46,Kochi,South,69.0,Female,182154.0,52962.35,150000.0,Desktop,Sunday,Yes F376LV39,Mastercard,Online Shopping,72606.0,2020-06-29 10:15:49,Ahmedabad,West,75.0,Female,121968.0,84461.53,100000.0,Desktop,Monday,No G303FV59,Visa,Online Shopping,25153.0,2020-06-30 06:05:17,Pune,West,49.0,Male,206351.0,17832.79,200000.0,Contactless Payment Device,Tuesday,No S359AJ83,RuPay,Education,82255.0,2020-06-30 21:48:28,Jaipur,North,22.0,Female,169930.0,98787.09,150000.0,Contactless Payment Device,Tuesday,No S654CY22,Visa,Education,96092.0,2020-07-01 01:54:53,Mumbai,West,59.0,Female,131336.0,40380.88,100000.0,Point-of-Sale Terminal,Wednesday,No E526GX20,Visa,Utility bill,32444.0,2020-07-01 10:03:45,Lucknow,North,67.0,Male,137928.0,16301.12,100000.0,Point-of-Sale Terminal,Wednesday,No V140AT28,American Express,Online Shopping,37836.0,2020-07-01 11:20:23,Ahmedabad,West,57.0,Female,46339.0,41355.87,50000.0,Mobile,Wednesday,No D632OT54,RuPay,Online Shopping,111422.0,2020-07-02 03:28:18,Bengaluru,South,65.0,Male,215382.0,,200000.0,Unknown,Thursday,No E496YF62,RuPay,Entertainment,46170.0,2020-07-02 04:27:06,Mumbai,West,45.0,Female,,49854.87,50000.0,Contactless Payment Device,Thursday,No C400PR68,Visa,Dining,26718.0,2020-07-02 12:56:45,Surat,West,51.0,Male,50765.0,20542.75,50000.0,Point-of-Sale Terminal,Thursday,Yes L799MZ28,RuPay,Dining,35112.0,2020-07-02 16:14:42,Surat,West,64.0,Female,186809.0,25097.49,200000.0,Desktop,Thursday,No B412NL40,RuPay,Education,139462.0,2020-07-03 04:02:40,Surat,West,48.0,Female,124323.0,57373.23,150000.0,Point-of-Sale Terminal,Friday,No L417WP79,American Express,Healthcare,91896.0,2020-07-03 07:14:13,Jaipur,North,44.0,Female,187020.0,123832.97,200000.0,Desktop,Friday,No J995SE96,Mastercard,Utility bill,71270.0,2020-07-03 19:09:38,Delhi,North,37.0,Female,165909.0,33418.57,150000.0,Mobile,Friday,No E850NW53,American Express,Healthcare,42558.0,2020-07-03 19:57:24,Kochi,South,22.0,Male,35178.0,33448.01,50000.0,Mobile,Friday,Yes B561NY72,American Express,Dining,90536.0,2020-07-03 20:48:28,Chennai,South,71.0,Male,,59364.56,150000.0,Unknown,Friday,No N621EP41,RuPay,Entertainment,109482.0,2020-07-04 00:05:32,Chennai,South,63.0,Female,111641.0,149078.0,150000.0,Mobile,Saturday,No U893AG96,Visa,Dining,27696.0,2020-07-04 04:15:04,Kolkata,East,42.0,Female,93397.0,30395.29,100000.0,Mobile,Saturday,No S675SA32,Visa,Utility bill,28260.0,2020-07-04 04:49:52,Surat,West,76.0,Female,66753.0,39474.95,50000.0,Desktop,Saturday,Yes Z681XS47,RuPay,Entertainment,178816.0,2020-07-04 05:18:07,Lucknow,North,78.0,Male,262315.0,110125.25,200000.0,Unknown,Saturday,No E103BT75,Visa,Dining,91865.0,2020-07-04 17:46:02,Surat,West,69.0,Female,95382.0,77662.77,100000.0,Desktop,Saturday,Yes M418ZO64,RuPay,Education,35005.0,2020-07-04 21:12:05,Pune,West,55.0,Male,42042.0,47909.9,50000.0,Unknown,Saturday,No M514OP76,Mastercard,Retail,152434.0,2020-07-04 21:33:59,Jaipur,North,56.0,Female,256096.0,148714.51,200000.0,Point-of-Sale Terminal,Saturday,No B219TR49,Mastercard,Transportation,37996.0,2020-07-04 23:02:23,Chennai,South,61.0,Male,61555.0,36173.0,50000.0,Point-of-Sale Terminal,Saturday,Yes X138MT73,RuPay,Transportation,130996.0,2020-07-05 14:08:44,Kochi,South,38.0,Female,133378.0,101059.13,150000.0,Unknown,Sunday,No U420HA95,Visa,Entertainment,32610.0,2020-07-05 17:12:26,Ahmedabad,West,62.0,Female,69760.0,36689.45,50000.0,Unknown,Sunday,No F875YA12,Visa,Utility bill,45411.0,2020-07-05 21:43:58,Surat,West,53.0,Female,53898.0,37044.22,50000.0,Mobile,Sunday,No H235BN29,Mastercard,Education,80021.0,2020-07-06 03:10:25,Lucknow,North,45.0,Male,184866.0,38325.21,150000.0,Desktop,Monday,No C741VK39,Visa,Healthcare,33915.0,2020-07-06 03:37:24,Kolkata,East,28.0,Male,212454.0,37696.72,200000.0,Point-of-Sale Terminal,Monday,No O208IZ37,Visa,Healthcare,136496.0,2020-07-06 04:05:47,Hyderabad,South,52.0,Female,278155.0,114127.93,200000.0,Desktop,Monday,No N246XQ44,Visa,Education,48737.0,2020-07-06 05:41:41,Chennai,South,48.0,Female,274176.0,64104.85,200000.0,Unknown,Monday,No D767RT36,American Express,Entertainment,39416.0,2020-07-06 08:24:48,Surat,West,80.0,Male,56223.0,41096.02,50000.0,Point-of-Sale Terminal,Monday,No Z254TE87,Mastercard,Entertainment,48710.0,2020-07-06 17:04:57,Surat,West,38.0,Female,,21570.79,150000.0,Point-of-Sale Terminal,Monday,No H259VV13,American Express,Entertainment,34006.0,2020-07-06 23:19:03,Lucknow,North,54.0,Female,297337.0,37491.42,200000.0,Mobile,Monday,Yes U742IL37,RuPay,Healthcare,58461.0,2020-07-07 00:10:05,Pune,West,36.0,Male,122449.0,37538.58,100000.0,Mobile,Tuesday,No X677DB99,American Express,Healthcare,58132.0,2020-07-07 08:57:21,Kochi,South,29.0,Male,118646.0,71592.19,150000.0,Mobile,Tuesday,No F112NM69,Visa,Utility bill,110847.0,2020-07-07 10:44:02,Chennai,South,74.0,Male,294896.0,76098.64,200000.0,Contactless Payment Device,Tuesday,No F913FP23,Mastercard,Retail,68831.0,2020-07-07 13:29:43,Hyderabad,South,43.0,Male,146371.0,82547.9,150000.0,Contactless Payment Device,Tuesday,No A531ZJ86,RuPay,Retail,88143.0,2020-07-08 13:09:17,Patna,East,53.0,Female,82352.0,53968.69,100000.0,Point-of-Sale Terminal,Wednesday,Yes I118XS85,Visa,Education,59579.0,2020-07-08 21:55:08,Pune,West,31.0,Female,233254.0,46820.72,200000.0,Desktop,Wednesday,Yes U829XM67,Visa,Transportation,61943.0,2020-07-09 08:12:04,Hyderabad,South,63.0,Male,186007.0,26018.91,150000.0,Unknown,Thursday,No H174NP74,Mastercard,Transportation,48435.0,2020-07-09 11:20:40,Mumbai,West,28.0,Male,49909.0,37737.61,50000.0,Mobile,Thursday,No M476AJ65,Visa,Utility bill,77063.0,2020-07-09 13:42:42,Lucknow,North,77.0,Female,123975.0,63629.18,150000.0,Unknown,Thursday,No G939BC54,Mastercard,Utility bill,66542.0,2020-07-09 22:35:51,Mumbai,West,69.0,Male,134732.0,34142.68,100000.0,Mobile,Thursday,No A706PQ10,Visa,Healthcare,163311.0,2020-07-10 11:59:57,Delhi,North,71.0,Male,201877.0,68947.41,200000.0,Point-of-Sale Terminal,Friday,No E724CT87,Mastercard,Healthcare,31037.0,2020-07-11 01:39:28,Pune,West,20.0,Male,298433.0,27286.74,200000.0,Contactless Payment Device,Saturday,No Y324CS36,Mastercard,Retail,45046.0,2020-07-11 07:51:59,Bengaluru,South,44.0,Female,142435.0,32203.41,100000.0,Mobile,Saturday,No Z360CU86,Mastercard,Education,27361.0,2020-07-11 08:29:47,Mumbai,West,72.0,Male,51486.0,17638.01,50000.0,Point-of-Sale Terminal,Saturday,No I982IS54,Visa,,66732.0,2020-07-11 22:24:39,Hyderabad,South,54.0,Female,101233.0,92764.75,100000.0,Point-of-Sale Terminal,Saturday,No N954DR86,Visa,Transportation,71652.0,2020-07-11 23:28:10,Mumbai,West,67.0,Female,74842.0,71175.82,100000.0,Point-of-Sale Terminal,Saturday,Yes G726RU61,Mastercard,Online Shopping,147243.0,2020-07-12 08:17:37,Chennai,South,44.0,Male,282268.0,166900.19,200000.0,Mobile,Sunday,Yes D504SF30,Visa,Utility bill,102538.0,2020-07-12 20:52:07,Kolkata,East,79.0,Male,153478.0,70827.38,150000.0,Point-of-Sale Terminal,Sunday,No K645XS85,Visa,Healthcare,71175.0,2020-07-13 04:47:07,Kolkata,East,73.0,Female,171389.0,37403.93,150000.0,Unknown,Monday,No X390CA13,Mastercard,Utility bill,47075.0,2020-07-13 04:57:59,Delhi,North,77.0,Female,149304.0,47286.32,200000.0,Point-of-Sale Terminal,Monday,No R861UT34,Visa,Transportation,171011.0,2020-07-13 10:18:12,Hyderabad,South,57.0,Female,167624.0,112096.57,200000.0,Contactless Payment Device,Monday,No K706QN37,RuPay,Online Shopping,64365.0,2020-07-13 10:20:09,Lucknow,North,67.0,Female,95976.0,33821.11,100000.0,Contactless Payment Device,Monday,No T769UB93,Visa,Healthcare,97752.0,2020-07-13 11:36:34,Mumbai,West,65.0,Male,118534.0,81275.41,100000.0,Mobile,Monday,No N751UM30,RuPay,Entertainment,30039.0,2020-07-14 03:27:17,Mumbai,West,47.0,Male,60212.0,14155.84,50000.0,Desktop,Tuesday,Yes Y830BO65,Visa,Retail,78763.0,2020-07-14 09:36:29,Hyderabad,South,36.0,Female,126398.0,73291.88,100000.0,Point-of-Sale Terminal,Tuesday,No B803AT13,American Express,Online Shopping,53429.0,2020-07-14 13:18:50,Ahmedabad,West,59.0,Female,114389.0,54315.27,100000.0,Point-of-Sale Terminal,Tuesday,No I170OV99,Visa,,28049.0,2020-07-14 14:12:49,Ahmedabad,West,19.0,Male,55631.0,35917.66,50000.0,Contactless Payment Device,Tuesday,No N653QP53,Mastercard,Healthcare,35419.0,2020-07-14 14:56:39,Kochi,South,79.0,Male,47835.0,37364.49,50000.0,Contactless Payment Device,Tuesday,Yes H627TR70,Mastercard,Entertainment,106506.0,2020-07-14 21:19:35,Hyderabad,South,19.0,Female,217096.0,105769.58,150000.0,Unknown,Tuesday,No K821YR65,RuPay,Online Shopping,95474.0,2020-07-15 08:18:57,Ahmedabad,West,80.0,Female,179417.0,102791.57,150000.0,Unknown,Wednesday,No B694BF59,Mastercard,Retail,40430.0,2020-07-15 13:40:29,Kolkata,East,32.0,Male,79033.0,23658.66,100000.0,Point-of-Sale Terminal,Wednesday,No R867BQ89,Mastercard,Retail,71804.0,2020-07-15 22:34:17,Jaipur,North,30.0,Male,112721.0,97493.35,100000.0,Mobile,Wednesday,No E328ZL94,Visa,Online Shopping,44774.0,2020-07-16 17:12:54,Kochi,South,25.0,Female,54694.0,46548.76,50000.0,Mobile,Thursday,No V382VB69,Mastercard,Transportation,29231.0,2020-07-16 22:40:28,Pune,West,18.0,Male,46349.0,38130.94,50000.0,Mobile,Thursday,No G941NE12,RuPay,Retail,42658.0,2020-07-17 01:32:34,Lucknow,North,74.0,Male,147027.0,44710.61,100000.0,Point-of-Sale Terminal,Friday,No L441IM28,American Express,Online Shopping,46881.0,2020-07-17 12:30:00,Patna,East,45.0,Female,,54609.23,100000.0,,Friday,No G662BZ22,Mastercard,Retail,115217.0,2020-07-18 03:57:03,Hyderabad,South,41.0,Female,213247.0,159052.65,200000.0,Desktop,Saturday,Yes V328SY57,Visa,Dining,29807.0,2020-07-18 05:40:51,Kolkata,East,38.0,Male,61337.0,35109.44,50000.0,Unknown,Saturday,Yes V918DZ73,American Express,Retail,128569.0,2020-07-18 13:29:28,Bengaluru,South,19.0,Male,180133.0,91281.44,150000.0,Unknown,Saturday,No H463CF58,Mastercard,Transportation,76860.0,2020-07-18 17:43:45,Pune,West,71.0,Female,159756.0,89083.5,150000.0,Mobile,Saturday,No Y999WV40,American Express,Retail,110478.0,2020-07-19 08:15:24,Bengaluru,South,,Female,144447.0,54455.89,200000.0,,Sunday,No G325BW71,Mastercard,Healthcare,38217.0,2020-07-20 05:34:06,Bengaluru,South,54.0,Male,191427.0,16278.09,150000.0,Unknown,Monday,Yes V350MP45,Visa,Online Shopping,86486.0,2020-07-20 08:29:08,Chennai,South,,Male,,62461.44,150000.0,Contactless Payment Device,Monday,Yes O295FO34,RuPay,Healthcare,26893.0,2020-07-20 09:11:42,Jaipur,North,38.0,Male,46232.0,29493.26,50000.0,Desktop,Monday,Yes W344YH95,American Express,Utility bill,49133.0,2020-07-20 10:38:52,Mumbai,West,33.0,Male,149544.0,62007.36,100000.0,Point-of-Sale Terminal,Monday,No T810CT97,Mastercard,Transportation,25207.0,2020-07-20 20:00:11,Hyderabad,South,32.0,Male,72126.0,29314.31,50000.0,Point-of-Sale Terminal,Monday,Yes I715OL47,RuPay,Online Shopping,94574.0,2020-07-21 06:21:02,Bengaluru,South,80.0,Female,114328.0,80598.26,100000.0,Desktop,Tuesday,Yes J945TO18,Mastercard,Online Shopping,59503.0,2020-07-21 20:28:18,Delhi,North,80.0,Female,,52163.61,100000.0,Mobile,Tuesday,No U175TG86,Mastercard,Utility bill,42173.0,2020-07-22 00:17:29,Pune,West,71.0,Female,61562.0,34785.59,50000.0,Unknown,Wednesday,No L500JW87,Visa,Education,41348.0,2020-07-22 06:46:57,Lucknow,North,75.0,Male,58592.0,20925.5,50000.0,Contactless Payment Device,Wednesday,No Y499QL18,Visa,Online Shopping,98892.0,2020-07-22 07:13:30,Hyderabad,South,25.0,Male,118215.0,98780.25,100000.0,Point-of-Sale Terminal,Wednesday,No D147SW67,Visa,Online Shopping,56518.0,2020-07-22 23:49:07,Surat,West,58.0,Male,142064.0,41247.05,150000.0,,Wednesday,No K784CE26,American Express,Education,83150.0,2020-07-23 01:06:34,Kochi,South,80.0,Female,169471.0,111772.69,150000.0,Desktop,Thursday,No N321NF68,Mastercard,Entertainment,116710.0,2020-07-23 04:04:10,Lucknow,North,21.0,Female,156136.0,145673.38,150000.0,Mobile,Thursday,No J441TF85,Mastercard,Entertainment,51235.0,2020-07-24 02:11:39,Kolkata,East,23.0,Female,156347.0,43549.53,150000.0,Desktop,Friday,No F929MD98,Visa,Entertainment,44860.0,2020-07-24 03:02:09,Pune,West,36.0,Female,,26730.41,50000.0,Point-of-Sale Terminal,Friday,Yes H877CE70,American Express,Transportation,75583.0,2020-07-24 13:30:13,Ahmedabad,West,38.0,Female,205123.0,79535.36,150000.0,Point-of-Sale Terminal,Friday,No Y843RD11,American Express,Retail,91696.0,2020-07-24 13:56:09,Kochi,South,33.0,Male,120703.0,73121.62,100000.0,Unknown,Friday,No W199ZA16,Mastercard,Entertainment,127305.0,2020-07-24 16:47:00,Ahmedabad,West,76.0,Male,264345.0,56632.69,200000.0,Mobile,Friday,Yes Y151XA48,Visa,Utility bill,27502.0,2020-07-25 02:38:48,Lucknow,North,36.0,Female,67307.0,37314.74,50000.0,Unknown,Saturday,Yes R254OJ66,Mastercard,Online Shopping,45504.0,2020-07-25 04:38:55,Patna,East,38.0,Female,91050.0,53566.67,100000.0,Desktop,Saturday,Yes Z766WE87,American Express,Entertainment,125023.0,2020-07-25 07:28:30,Surat,West,41.0,Male,280238.0,50968.94,200000.0,Point-of-Sale Terminal,Saturday,No S630YR26,American Express,Entertainment,40733.0,2020-07-25 10:11:43,Lucknow,North,50.0,Female,44247.0,30317.9,50000.0,Point-of-Sale Terminal,Saturday,Yes B940BM48,American Express,Online Shopping,120608.0,2020-07-25 18:37:09,Bengaluru,South,56.0,Male,280931.0,81956.5,200000.0,Contactless Payment Device,Saturday,Yes W450VO44,Mastercard,Education,99539.0,2020-07-25 21:17:53,Delhi,North,50.0,Male,131446.0,93486.12,100000.0,Point-of-Sale Terminal,Saturday,No C574VS83,Mastercard,Retail,25064.0,2020-07-26 09:44:51,Chennai,South,69.0,Female,276711.0,10491.06,200000.0,Unknown,Sunday,No H545QV31,Visa,Utility bill,70678.0,2020-07-26 19:43:11,Lucknow,North,55.0,Female,210316.0,98187.7,150000.0,Mobile,Sunday,No I701PH65,Mastercard,Retail,28466.0,2020-07-26 23:52:14,Mumbai,West,48.0,Male,110363.0,16312.15,150000.0,Contactless Payment Device,Sunday,No F881SZ51,RuPay,Utility bill,105469.0,2020-07-27 05:13:11,Kochi,South,47.0,Female,253855.0,90845.21,200000.0,Unknown,Monday,No A454LT78,Mastercard,Dining,48386.0,2020-07-28 07:06:46,Patna,East,61.0,Male,57267.0,35028.75,50000.0,Mobile,Tuesday,Yes F317HP52,Mastercard,Retail,26839.0,2020-07-28 16:37:30,Pune,West,62.0,Male,268759.0,25401.68,200000.0,Unknown,Tuesday,No X938ZS52,Visa,Education,109054.0,2020-07-29 09:56:40,Mumbai,West,47.0,Female,234472.0,102869.27,200000.0,Unknown,Wednesday,No E431OO25,Mastercard,Entertainment,49517.0,2020-07-29 13:59:06,Hyderabad,South,65.0,Female,91386.0,,100000.0,Contactless Payment Device,Wednesday,No J647FY85,Mastercard,Education,72517.0,2020-07-29 14:48:47,Hyderabad,South,49.0,Female,192272.0,30343.12,150000.0,Contactless Payment Device,Wednesday,No I621AB13,Mastercard,Healthcare,43384.0,2020-07-29 18:29:36,Delhi,North,21.0,Female,48966.0,33208.18,50000.0,Point-of-Sale Terminal,Wednesday,No C866YI78,Visa,Retail,135979.0,2020-07-30 05:18:48,Ahmedabad,West,44.0,Female,157871.0,71995.04,150000.0,Mobile,Thursday,No L459DY40,Visa,Transportation,111785.0,2020-07-30 09:07:14,Patna,East,23.0,Male,130957.0,74270.43,150000.0,Unknown,Thursday,Yes B995NQ25,American Express,Education,71927.0,2020-07-30 15:44:58,Chennai,South,70.0,Female,,66405.36,100000.0,Unknown,Thursday,No O213BT69,Visa,Transportation,55456.0,2020-07-31 18:37:22,Lucknow,North,47.0,Female,124450.0,22734.24,100000.0,Mobile,Friday,No B243NM85,Visa,Transportation,51141.0,2020-07-31 23:40:20,Kochi,South,,Male,102322.0,39637.06,100000.0,Desktop,Friday,Yes O266YT30,Mastercard,Transportation,96101.0,2020-08-01 02:19:15,Kochi,South,76.0,Male,144160.0,78738.88,100000.0,Contactless Payment Device,Saturday,No C307HM50,Mastercard,Online Shopping,27984.0,2020-08-01 02:20:22,Jaipur,North,75.0,Male,96012.0,27656.59,100000.0,Contactless Payment Device,Saturday,No Z697SA59,American Express,Education,42791.0,2020-08-01 08:53:04,Ahmedabad,West,42.0,Female,229070.0,45964.55,200000.0,Point-of-Sale Terminal,Saturday,No N370DA75,Visa,Online Shopping,152600.0,2020-08-02 11:35:20,Mumbai,West,80.0,Female,271374.0,152184.64,200000.0,Desktop,Sunday,No S589NH60,Visa,Dining,49191.0,2020-08-03 01:47:19,Chennai,South,20.0,Female,63484.0,44646.26,50000.0,Mobile,Monday,No O625MY19,Mastercard,Utility bill,138408.0,2020-08-03 12:00:38,Patna,East,63.0,Female,105791.0,59489.0,150000.0,Desktop,Monday,No Z731ZG53,American Express,Retail,41997.0,2020-08-03 19:19:08,Delhi,North,60.0,Male,61398.0,41472.56,50000.0,Desktop,Monday,No E451DR91,Mastercard,Retail,91045.0,2020-08-03 23:58:48,Lucknow,North,68.0,Female,,103514.26,150000.0,Mobile,Monday,No O962ZQ46,Mastercard,Transportation,109059.0,2020-08-04 01:58:31,Bengaluru,South,69.0,Male,270865.0,96525.73,200000.0,Contactless Payment Device,Tuesday,No W300VG51,Visa,Dining,176522.0,2020-08-04 06:06:39,Lucknow,North,64.0,Male,155765.0,194616.78,200000.0,Point-of-Sale Terminal,Tuesday,Yes K134RG25,Visa,Education,66946.0,2020-08-04 13:31:39,Mumbai,West,73.0,Male,276629.0,60361.67,200000.0,Unknown,Tuesday,Yes J445VA36,Visa,Entertainment,90415.0,2020-08-04 18:15:02,Mumbai,West,,Female,225141.0,103779.94,200000.0,Desktop,Tuesday,No E893OQ96,Mastercard,Transportation,38840.0,2020-08-05 08:55:26,Kolkata,East,43.0,Female,40037.0,35875.09,50000.0,Mobile,Wednesday,No B362UJ65,Mastercard,Dining,114357.0,2020-08-05 10:15:05,Kolkata,East,38.0,Male,176396.0,89460.43,200000.0,Unknown,Wednesday,No V818GT58,RuPay,Online Shopping,29870.0,2020-08-05 11:58:50,Hyderabad,South,56.0,Male,137474.0,38237.52,100000.0,Mobile,Wednesday,Yes C696ZD35,Visa,Retail,95601.0,2020-08-05 14:35:31,Patna,East,71.0,Female,260871.0,53188.78,200000.0,Unknown,Wednesday,Yes I363NK51,RuPay,Transportation,99266.0,2020-08-05 18:28:31,Chennai,South,76.0,Female,139093.0,92447.46,100000.0,Point-of-Sale Terminal,Wednesday,No H129EB46,RuPay,Education,31439.0,2020-08-05 22:52:13,Pune,West,40.0,Female,58211.0,22688.35,50000.0,Desktop,Wednesday,No B883BL71,Mastercard,Healthcare,76150.0,2020-08-06 07:03:33,Hyderabad,South,52.0,Female,122400.0,34852.58,150000.0,Unknown,Thursday,Yes X963ER79,Visa,Entertainment,26995.0,2020-08-06 11:46:30,Jaipur,North,32.0,Male,39995.0,15333.72,50000.0,Contactless Payment Device,Thursday,No G342MP68,Mastercard,Education,36416.0,2020-08-06 15:39:18,Chennai,South,26.0,Male,244766.0,27206.84,200000.0,Contactless Payment Device,Thursday,No X715JA33,Visa,Retail,56126.0,2020-08-06 19:46:34,Patna,East,56.0,Male,216407.0,38924.95,150000.0,Desktop,Thursday,No Z200EW20,Visa,Entertainment,48481.0,2020-08-06 21:51:02,Delhi,North,27.0,Male,44145.0,32670.43,50000.0,Contactless Payment Device,Thursday,No G835XM36,Mastercard,Education,41903.0,2020-08-07 00:04:02,Pune,West,38.0,Male,38907.0,27198.27,50000.0,Desktop,Friday,No Z272WD27,Visa,Education,156877.0,2020-08-07 03:46:57,Surat,West,53.0,Male,155040.0,69315.78,200000.0,Unknown,Friday,No U942VL91,RuPay,Education,87823.0,2020-08-07 20:18:03,Patna,East,,Male,146519.0,67589.14,150000.0,Mobile,Friday,No M826KW79,Mastercard,Education,33953.0,2020-08-08 04:26:26,Mumbai,West,36.0,Male,55169.0,21383.81,50000.0,Point-of-Sale Terminal,Saturday,No T305IZ43,Visa,Healthcare,42959.0,2020-08-09 03:45:04,Jaipur,North,78.0,Female,176290.0,22810.32,150000.0,Point-of-Sale Terminal,Sunday,No U440BE39,RuPay,Utility bill,130716.0,2020-08-09 09:16:42,Kochi,South,64.0,Female,146357.0,108898.78,150000.0,Unknown,Sunday,Yes V895IY69,American Express,Education,73505.0,2020-08-09 21:22:05,Chennai,South,71.0,Male,,74512.49,100000.0,Desktop,Sunday,No R979FL11,American Express,Online Shopping,81243.0,2020-08-11 03:50:04,Hyderabad,South,40.0,Female,178752.0,93803.68,150000.0,Mobile,Tuesday,No Q802GC92,RuPay,Education,26530.0,2020-08-11 04:55:17,Delhi,North,28.0,Female,144838.0,12320.11,100000.0,Unknown,Tuesday,No Y354AA10,Mastercard,Healthcare,71408.0,2020-08-11 11:34:41,Kolkata,East,36.0,Female,135385.0,88928.82,100000.0,,Tuesday,No C390OM36,Mastercard,Utility bill,44861.0,2020-08-11 13:36:24,Jaipur,North,26.0,Male,61671.0,28027.54,50000.0,Point-of-Sale Terminal,Tuesday,Yes S568IP12,Visa,Retail,166078.0,2020-08-11 22:18:18,Delhi,North,47.0,Female,143143.0,128982.79,200000.0,Desktop,Tuesday,Yes J650EM18,Visa,Retail,96652.0,2020-08-11 23:54:31,Chennai,South,66.0,Female,197464.0,,150000.0,Contactless Payment Device,Tuesday,No S760FZ79,Mastercard,Entertainment,57380.0,2020-08-12 04:12:25,Kochi,South,68.0,Male,223178.0,65930.08,150000.0,Unknown,Wednesday,No R722FW10,RuPay,Retail,93269.0,2020-08-12 08:41:17,Chennai,South,33.0,Female,92425.0,37552.08,100000.0,Desktop,Wednesday,No H351PB29,Visa,Retail,51859.0,2020-08-12 12:14:41,Mumbai,West,23.0,Male,141964.0,49910.03,100000.0,Point-of-Sale Terminal,Wednesday,No A694DK17,Mastercard,Healthcare,32353.0,2020-08-13 07:33:37,Chennai,South,31.0,Female,213203.0,28154.13,200000.0,Point-of-Sale Terminal,Thursday,Yes B523SY70,Visa,Entertainment,44751.0,2020-08-13 14:26:58,Delhi,North,21.0,Male,56962.0,26658.77,50000.0,Unknown,Thursday,No N933BJ90,Visa,Transportation,38760.0,2020-08-15 02:42:41,Chennai,South,53.0,Male,166367.0,45483.82,150000.0,Point-of-Sale Terminal,Saturday,No E445XZ48,Mastercard,Retail,31447.0,2020-08-15 18:57:33,Hyderabad,South,34.0,Female,44514.0,,50000.0,Point-of-Sale Terminal,Saturday,No P558SL51,RuPay,Transportation,63604.0,2020-08-16 03:54:59,Kochi,South,63.0,Female,105176.0,41180.46,100000.0,Unknown,Sunday,No R807PG84,Visa,Retail,29693.0,2020-08-16 09:46:56,Patna,East,32.0,Male,102605.0,35506.52,100000.0,Mobile,Sunday,Yes C730MI58,Mastercard,Education,92216.0,2020-08-17 00:56:45,Surat,West,55.0,Male,,112022.57,200000.0,Mobile,Monday,No Z907RW90,American Express,Utility bill,42705.0,2020-08-17 17:16:29,Lucknow,North,,Male,118710.0,23276.93,100000.0,Mobile,Monday,Yes D449TR68,Visa,Online Shopping,77832.0,2020-08-17 18:46:48,Jaipur,North,47.0,Female,180966.0,69288.38,200000.0,Contactless Payment Device,Monday,Yes H368DA58,Visa,Healthcare,60719.0,2020-08-17 20:12:37,Hyderabad,South,49.0,Male,106310.0,33557.13,150000.0,Point-of-Sale Terminal,Monday,No E524US40,Mastercard,Healthcare,44830.0,2020-08-18 10:52:33,Jaipur,North,41.0,Male,54091.0,37463.18,50000.0,Point-of-Sale Terminal,Tuesday,No I438TM98,Visa,Retail,96094.0,2020-08-18 18:47:34,Pune,West,24.0,Male,146639.0,55649.89,100000.0,Desktop,Tuesday,No X803FV38,Visa,Education,52414.0,2020-08-18 19:22:42,Surat,West,46.0,Male,132409.0,65088.16,100000.0,Contactless Payment Device,Tuesday,No P517IJ22,Visa,Entertainment,30084.0,2020-08-18 22:55:12,Kolkata,East,75.0,Female,51741.0,36489.03,50000.0,Mobile,Tuesday,Yes R198BF14,Visa,Online Shopping,34413.0,2020-08-20 12:11:36,Mumbai,West,42.0,Male,282700.0,15291.91,200000.0,Contactless Payment Device,Thursday,No X611SY21,Mastercard,Retail,32093.0,2020-08-21 01:20:17,Surat,West,57.0,Female,48785.0,25679.2,50000.0,Point-of-Sale Terminal,Friday,No V322YW74,Visa,Online Shopping,80971.0,2020-08-21 04:22:47,Lucknow,North,,Female,138657.0,38518.08,100000.0,Point-of-Sale Terminal,Friday,Yes S208MC16,Visa,Retail,58826.0,2020-08-21 15:05:00,Patna,East,69.0,Male,,80814.01,100000.0,Desktop,Friday,Yes T278ML43,Mastercard,Utility bill,42228.0,2020-08-21 21:53:20,Lucknow,North,79.0,Male,153720.0,51996.93,150000.0,Unknown,Friday,No O978BR10,Visa,Retail,69874.0,2020-08-22 06:14:49,Kochi,South,26.0,Male,,,150000.0,Unknown,Saturday,No U607JX79,Mastercard,Retail,97796.0,2020-08-22 15:45:53,Chennai,South,61.0,Male,84446.0,88038.19,100000.0,Point-of-Sale Terminal,Saturday,No T485AC52,Visa,Entertainment,86135.0,2020-08-22 17:39:16,Hyderabad,South,50.0,Female,199179.0,120111.59,150000.0,Mobile,Saturday,No H954QI99,American Express,Utility bill,29720.0,2020-08-22 17:44:20,Patna,East,48.0,Male,47155.0,21642.16,50000.0,Mobile,Saturday,No P565JL59,Visa,Healthcare,50059.0,2020-08-23 01:14:59,Chennai,South,31.0,Female,90703.0,37791.64,100000.0,Mobile,Sunday,No B969OR97,Mastercard,Healthcare,44368.0,2020-08-23 02:02:41,Jaipur,North,46.0,Female,64288.0,31971.31,50000.0,Point-of-Sale Terminal,Sunday,No T172DP22,Visa,Online Shopping,82655.0,2020-08-23 07:17:19,Bengaluru,South,69.0,Male,193197.0,95121.88,150000.0,Contactless Payment Device,Sunday,No Y591BY23,American Express,Utility bill,45840.0,2020-08-23 08:04:07,Hyderabad,South,25.0,Male,298691.0,38650.39,200000.0,Unknown,Sunday,No U148QU31,Visa,Online Shopping,181009.0,2020-08-24 12:56:34,Chennai,South,27.0,Female,175878.0,115787.21,200000.0,Point-of-Sale Terminal,Monday,No I822AL99,American Express,Online Shopping,76414.0,2020-08-25 12:54:27,Delhi,North,54.0,Female,190191.0,35498.44,200000.0,Contactless Payment Device,Tuesday,Yes Z501PZ92,Visa,Retail,55620.0,2020-08-25 13:53:26,Lucknow,North,31.0,Female,105896.0,33242.91,100000.0,Unknown,Tuesday,No P979OB76,Visa,Utility bill,53979.0,2020-08-25 14:43:34,Lucknow,North,26.0,Male,295064.0,35510.21,200000.0,Unknown,Tuesday,No M150QI96,Mastercard,Entertainment,74684.0,2020-08-26 06:10:20,Surat,West,57.0,Male,95474.0,84685.71,100000.0,Mobile,Wednesday,Yes Y787JA99,Mastercard,Entertainment,32483.0,2020-08-27 03:03:26,Surat,West,19.0,Female,66545.0,15872.41,50000.0,Mobile,Thursday,Yes J123PG82,Mastercard,Education,42940.0,2020-08-27 06:53:17,Patna,East,,Female,149079.0,20371.06,100000.0,Contactless Payment Device,Thursday,No N933WK40,Visa,Dining,81094.0,2020-08-27 07:58:05,Ahmedabad,West,23.0,Female,135334.0,45530.96,100000.0,Contactless Payment Device,Thursday,Yes B263JA14,Visa,Dining,29537.0,2020-08-27 11:32:48,Surat,West,24.0,Female,72089.0,40285.99,50000.0,Desktop,Thursday,No P743MS66,RuPay,Healthcare,44542.0,2020-08-27 14:20:26,Ahmedabad,West,56.0,Male,69317.0,24156.55,50000.0,Mobile,Thursday,No F854WK66,Visa,Dining,85207.0,2020-08-28 03:30:12,Bengaluru,South,49.0,Male,100569.0,69022.99,100000.0,Point-of-Sale Terminal,Friday,No H832VI17,Mastercard,Transportation,35613.0,2020-08-28 05:04:36,Ahmedabad,West,55.0,Female,,47361.36,50000.0,Unknown,Friday,No C485KT12,Visa,Online Shopping,39659.0,2020-08-28 09:48:39,Ahmedabad,West,74.0,Male,58876.0,48656.13,50000.0,Mobile,Friday,No S977HW15,American Express,Utility bill,39444.0,2020-08-28 10:46:28,Lucknow,North,70.0,Female,280301.0,33929.09,200000.0,Mobile,Friday,Yes Q633RH14,Visa,Entertainment,96873.0,2020-08-28 17:09:50,Bengaluru,South,19.0,Male,90875.0,88451.77,100000.0,Point-of-Sale Terminal,Friday,No V789NG35,Mastercard,Healthcare,29791.0,2020-08-28 17:52:35,Jaipur,North,58.0,Male,43851.0,30990.12,50000.0,Unknown,Friday,No Q217UC64,Visa,Online Shopping,161335.0,2020-08-28 18:45:31,Surat,West,37.0,Female,281877.0,122572.79,200000.0,Mobile,Friday,No P377KP11,Visa,Online Shopping,56139.0,2020-08-29 07:43:48,Pune,West,38.0,Male,82785.0,43024.0,100000.0,Mobile,Saturday,Yes Z292XN74,Visa,Retail,37501.0,2020-08-29 10:18:15,Mumbai,West,67.0,Male,117243.0,49237.43,100000.0,Mobile,Saturday,Yes Z513TY16,Mastercard,Online Shopping,189238.0,2020-08-29 22:57:29,Mumbai,West,40.0,Male,288503.0,147161.11,200000.0,Unknown,Saturday,Yes R259UE45,Mastercard,Education,29353.0,2020-08-30 00:21:32,Chennai,South,58.0,Male,64020.0,23975.25,50000.0,Mobile,Sunday,Yes B830UM91,Mastercard,Entertainment,150563.0,2020-08-30 08:41:26,Delhi,North,54.0,Female,182192.0,120316.29,200000.0,Mobile,Sunday,No Z101XF25,RuPay,Transportation,72346.0,2020-08-30 10:47:50,Hyderabad,South,40.0,Male,218993.0,42918.25,150000.0,Unknown,Sunday,No I754VR72,Mastercard,Utility bill,42786.0,2020-08-31 12:20:45,Pune,West,32.0,Female,57193.0,18615.54,50000.0,Mobile,Monday,Yes G640OQ20,American Express,Retail,99953.0,2020-08-31 22:53:43,Patna,East,26.0,Female,132855.0,75734.51,100000.0,Mobile,Monday,Yes Z506DQ47,Visa,Online Shopping,30973.0,2020-09-01 10:45:05,Patna,East,,Female,141746.0,39421.03,100000.0,Contactless Payment Device,Tuesday,No J521AS33,Visa,Dining,25654.0,2020-09-01 12:25:01,Jaipur,North,33.0,Female,57837.0,17977.5,50000.0,Unknown,Tuesday,No I677IZ55,RuPay,Entertainment,148938.0,2020-09-01 15:39:18,Mumbai,West,80.0,Male,175976.0,120685.3,150000.0,Mobile,Tuesday,No R587MZ88,Mastercard,Healthcare,25605.0,2020-09-02 01:41:12,Jaipur,North,24.0,Female,78652.0,34107.03,,Point-of-Sale Terminal,Wednesday,No R888WC81,Visa,Dining,123575.0,2020-09-02 07:39:52,Ahmedabad,West,69.0,Male,,95027.64,200000.0,Mobile,Wednesday,Yes J597OT22,Mastercard,Education,88477.0,2020-09-02 10:20:46,Pune,West,30.0,Female,129698.0,77386.25,150000.0,Mobile,Wednesday,No A802ZD53,Mastercard,Online Shopping,37853.0,2020-09-02 13:24:53,Pune,West,19.0,Female,69492.0,48067.78,50000.0,Point-of-Sale Terminal,Wednesday,Yes G293SU35,Visa,Online Shopping,43557.0,2020-09-02 23:45:02,Patna,East,59.0,Female,142104.0,38894.53,100000.0,Mobile,Wednesday,No Q493ET45,Visa,Utility bill,37227.0,2020-09-03 04:10:24,Kolkata,East,71.0,Male,173000.0,35480.05,200000.0,Unknown,Thursday,Yes J781XE28,Visa,Online Shopping,138585.0,2020-09-03 16:57:47,Surat,West,33.0,Female,111228.0,136531.61,150000.0,Unknown,Thursday,No S985KL12,RuPay,Online Shopping,29436.0,2020-09-04 06:48:01,Delhi,North,67.0,Male,130428.0,20528.6,150000.0,Unknown,Friday,No W452KE48,Visa,Entertainment,142270.0,2020-09-04 13:28:45,Lucknow,North,19.0,Male,130102.0,97050.27,150000.0,Point-of-Sale Terminal,Friday,Yes D894JR19,Mastercard,Transportation,63931.0,2020-09-05 17:16:23,Patna,East,73.0,Female,88807.0,86960.1,100000.0,Unknown,Saturday,No Z604HN90,RuPay,Retail,87806.0,2020-09-06 07:38:05,Surat,West,55.0,Female,182875.0,46629.88,150000.0,Mobile,Sunday,No X758VY75,Visa,Retail,36151.0,2020-09-07 02:12:17,Kolkata,East,38.0,Male,70247.0,17997.2,50000.0,Contactless Payment Device,Monday,Yes K157OD38,RuPay,Online Shopping,94498.0,2020-09-07 04:29:30,Delhi,North,21.0,Female,140390.0,41771.56,100000.0,Unknown,Monday,No G412GF99,Visa,Transportation,100755.0,2020-09-07 10:09:40,Chennai,South,59.0,Male,112986.0,57115.98,150000.0,Mobile,Monday,Yes A491GO21,Visa,Utility bill,48481.0,2020-09-07 10:21:57,Patna,East,28.0,Male,136404.0,26843.0,100000.0,Desktop,Monday,No I957TQ60,Visa,Entertainment,32426.0,2020-09-07 13:24:07,Kolkata,East,44.0,Male,41486.0,37661.16,50000.0,Mobile,Monday,Yes U283BK94,Mastercard,Utility bill,89658.0,2020-09-07 14:15:51,Chennai,South,,Male,113654.0,40231.26,100000.0,Point-of-Sale Terminal,Monday,No T741UF69,Mastercard,Online Shopping,42456.0,2020-09-07 19:36:50,Bengaluru,South,36.0,Male,109959.0,45844.38,100000.0,Mobile,Monday,No M955NF12,Visa,Online Shopping,102095.0,2020-09-07 20:08:34,Pune,West,31.0,Male,230925.0,50178.42,200000.0,Point-of-Sale Terminal,Monday,No N784BI70,Mastercard,Transportation,45328.0,2020-09-08 05:41:52,Surat,West,39.0,Female,149800.0,62446.63,200000.0,Point-of-Sale Terminal,Tuesday,No S739HL94,Visa,Utility bill,42855.0,2020-09-08 07:16:20,Pune,West,31.0,Male,41595.0,36709.88,50000.0,Unknown,Tuesday,No B193ZK10,RuPay,Online Shopping,192469.0,2020-09-09 00:38:00,Hyderabad,South,42.0,Male,178082.0,100315.47,200000.0,Point-of-Sale Terminal,Wednesday,No Y103QP13,Mastercard,Transportation,87806.0,2020-09-09 04:42:07,Surat,West,32.0,Male,70745.0,93840.37,100000.0,Mobile,Wednesday,No V312DS35,RuPay,Online Shopping,48081.0,2020-09-09 06:31:16,Patna,East,52.0,Female,48603.0,,50000.0,Unknown,Wednesday,No I384ZM70,RuPay,,165079.0,2020-09-09 10:58:05,Chennai,South,60.0,Female,200210.0,198734.51,200000.0,Mobile,Wednesday,No N427RG74,RuPay,Retail,85126.0,2020-09-09 21:03:35,Lucknow,North,47.0,Male,148894.0,105343.93,200000.0,Desktop,Wednesday,Yes Q688QL81,Mastercard,Entertainment,188499.0,2020-09-10 03:36:00,Pune,West,69.0,Male,164918.0,119010.28,200000.0,Point-of-Sale Terminal,Thursday,No O846RN40,Visa,Retail,194332.0,2020-09-10 06:06:44,Surat,West,42.0,Female,232205.0,94978.05,200000.0,Point-of-Sale Terminal,Thursday,Yes A948ER67,Mastercard,Dining,190751.0,2020-09-10 21:06:39,Pune,West,77.0,Male,,163379.13,200000.0,Unknown,Thursday,No W212MI83,RuPay,Transportation,165909.0,2020-09-11 04:44:25,Mumbai,West,74.0,Female,219486.0,196746.78,200000.0,Contactless Payment Device,Friday,No J405CD66,RuPay,Entertainment,53639.0,2020-09-11 17:02:27,Delhi,North,37.0,Male,108333.0,63078.06,100000.0,Contactless Payment Device,Friday,No K589PX78,Visa,Transportation,57924.0,2020-09-12 07:24:50,Patna,East,74.0,Female,100373.0,23364.36,100000.0,Mobile,Saturday,Yes C793IU32,Visa,Education,67238.0,2020-09-12 12:51:29,Lucknow,North,71.0,Female,86786.0,45683.86,100000.0,Point-of-Sale Terminal,Saturday,No A707TE92,Mastercard,Transportation,49426.0,2020-09-12 15:01:38,Delhi,North,76.0,Female,44637.0,28064.8,50000.0,Mobile,Saturday,No U201PY88,Mastercard,Online Shopping,155868.0,2020-09-12 15:37:42,Chennai,South,37.0,Female,151102.0,153330.47,200000.0,Unknown,Saturday,No R358XV86,Visa,Retail,38246.0,2020-09-12 17:59:01,Delhi,North,,Male,46697.0,21707.01,50000.0,Unknown,Saturday,No U604ZY78,Mastercard,Healthcare,60539.0,2020-09-12 20:06:15,Mumbai,West,61.0,Female,141054.0,75948.99,100000.0,Desktop,Saturday,Yes Z162TX15,Mastercard,Dining,159273.0,2020-09-13 04:26:01,Kolkata,East,37.0,Female,177958.0,74659.37,200000.0,Unknown,Sunday,Yes R651HH25,Visa,Utility bill,25878.0,2020-09-13 08:41:05,Lucknow,North,22.0,Female,65741.0,27565.2,50000.0,Contactless Payment Device,Sunday,Yes L695MX70,RuPay,Education,54011.0,2020-09-13 18:28:15,Lucknow,North,49.0,Female,86515.0,35573.02,100000.0,Unknown,Sunday,No Z572XK54,Visa,Entertainment,179596.0,2020-09-13 23:35:18,Patna,East,42.0,Female,198876.0,178455.31,200000.0,Unknown,Sunday,Yes P572SO61,Mastercard,Transportation,53365.0,2020-09-15 05:44:41,Patna,East,77.0,Male,116002.0,60124.8,150000.0,Mobile,Tuesday,No I330TY34,Visa,Dining,79034.0,2020-09-15 05:53:21,Kolkata,East,46.0,Female,136002.0,109002.18,150000.0,Unknown,Tuesday,No F777ID45,Mastercard,Education,43156.0,2020-09-15 13:08:40,Kochi,South,25.0,Male,53135.0,30006.43,50000.0,Contactless Payment Device,Tuesday,No N476IV84,Visa,Entertainment,63102.0,2020-09-15 23:53:22,Chennai,South,35.0,Male,194930.0,59689.18,150000.0,Contactless Payment Device,Tuesday,No F301ES68,Mastercard,Entertainment,80059.0,2020-09-17 00:55:20,Kolkata,East,23.0,Female,192340.0,35497.93,150000.0,Point-of-Sale Terminal,Thursday,No V172QE53,Visa,Online Shopping,53391.0,2020-09-17 14:15:14,Ahmedabad,West,48.0,Male,215870.0,42811.02,150000.0,Contactless Payment Device,Thursday,Yes R291ER36,RuPay,Entertainment,78976.0,2020-09-18 15:17:29,Kolkata,East,35.0,Female,197727.0,,150000.0,Contactless Payment Device,Friday,No R916SW34,Visa,Online Shopping,92076.0,2020-09-19 06:35:39,Mumbai,West,45.0,Female,212018.0,81815.33,150000.0,Point-of-Sale Terminal,Saturday,No K113HP77,Visa,Transportation,93116.0,2020-09-19 12:49:51,Surat,West,39.0,Male,132278.0,41499.54,100000.0,Desktop,Saturday,No U665KQ31,American Express,Dining,66988.0,2020-09-19 17:24:23,Chennai,South,40.0,Female,164818.0,36026.13,200000.0,Contactless Payment Device,Saturday,No L672MM62,Visa,Utility bill,110331.0,2020-09-20 04:57:32,Kochi,South,76.0,Female,158537.0,68625.59,150000.0,Mobile,Sunday,No N738AA11,RuPay,Healthcare,53164.0,2020-09-20 05:25:47,Kolkata,East,28.0,Male,93165.0,29576.04,100000.0,Desktop,Sunday,Yes M880XA98,Mastercard,Online Shopping,52569.0,2020-09-20 18:38:54,Hyderabad,South,72.0,Female,126108.0,48699.57,100000.0,Contactless Payment Device,Sunday,No D526SG40,RuPay,Utility bill,104478.0,2020-09-20 22:25:41,Surat,West,73.0,Male,183305.0,,150000.0,Unknown,Sunday,No H299AL82,Visa,Dining,90572.0,2020-09-21 03:34:28,Ahmedabad,West,31.0,Male,81252.0,80330.4,100000.0,Contactless Payment Device,Monday,Yes V669RK65,Mastercard,Entertainment,27124.0,2020-09-21 07:25:30,Lucknow,North,27.0,Female,55771.0,31196.55,50000.0,Unknown,Monday,No H307KB53,RuPay,Online Shopping,34368.0,2020-09-21 11:57:02,Surat,West,66.0,Male,64269.0,21082.98,50000.0,Contactless Payment Device,Monday,No U492XV84,Visa,Entertainment,58785.0,2020-09-21 18:28:43,Surat,West,29.0,Female,113373.0,56655.53,150000.0,Point-of-Sale Terminal,Monday,Yes C527GM20,Mastercard,Healthcare,56781.0,2020-09-21 20:59:10,Mumbai,West,22.0,Male,95500.0,29065.09,100000.0,Desktop,Monday,No L937PK93,Mastercard,Entertainment,42674.0,2020-09-22 00:28:54,Chennai,South,76.0,Female,93874.0,54514.36,100000.0,Unknown,Tuesday,No D328TW69,American Express,Utility bill,37003.0,2020-09-22 02:00:40,Surat,West,52.0,Female,136607.0,38156.54,150000.0,Desktop,Tuesday,No Z179MO22,Mastercard,Retail,46398.0,2020-09-22 05:36:39,Ahmedabad,West,35.0,Female,206291.0,,150000.0,Point-of-Sale Terminal,Tuesday,No D885SH14,Visa,Education,114025.0,2020-09-22 09:11:07,Delhi,North,67.0,Male,199020.0,131086.08,150000.0,Desktop,Tuesday,No O926RQ97,Visa,,170891.0,2020-09-22 13:09:28,Jaipur,North,29.0,Female,154674.0,177851.96,200000.0,Desktop,Tuesday,No W385LK56,American Express,Entertainment,51920.0,2020-09-22 23:45:27,Chennai,South,59.0,Female,141532.0,65336.8,100000.0,Desktop,Tuesday,No N540ME14,Visa,Education,144647.0,2020-09-23 00:58:32,Mumbai,West,33.0,Female,215774.0,74106.67,150000.0,Point-of-Sale Terminal,Wednesday,Yes E192WB88,RuPay,Dining,116881.0,2020-09-23 03:25:26,Patna,East,20.0,Female,184698.0,84290.15,150000.0,Point-of-Sale Terminal,Wednesday,No M887GD13,Visa,Healthcare,44492.0,2020-09-23 19:10:07,Hyderabad,South,77.0,Female,68675.0,30372.54,50000.0,Contactless Payment Device,Wednesday,Yes U164UP34,Visa,Entertainment,32631.0,2020-09-24 09:29:15,Jaipur,North,21.0,Male,70641.0,21778.85,50000.0,Point-of-Sale Terminal,Thursday,No U463CB83,Visa,Retail,89820.0,2020-09-24 09:56:20,Bengaluru,South,77.0,Male,75311.0,55000.3,100000.0,Mobile,Thursday,No E885BA13,RuPay,Healthcare,72153.0,2020-09-24 15:14:08,Mumbai,West,61.0,Female,285051.0,90464.34,200000.0,Mobile,Thursday,Yes X994RV84,Visa,Retail,41279.0,2020-09-25 01:56:32,Bengaluru,South,21.0,Female,72078.0,20804.43,50000.0,Mobile,Friday,No F746UX81,Visa,,103519.0,2020-09-25 02:44:52,Bengaluru,South,63.0,,201621.0,101503.13,150000.0,Desktop,Friday,No V330PE38,American Express,Online Shopping,43142.0,2020-09-25 08:49:01,Kochi,South,72.0,Female,40813.0,49996.78,50000.0,Point-of-Sale Terminal,Friday,No K294VH46,Visa,Online Shopping,93696.0,2020-09-25 17:29:23,Kochi,South,54.0,Male,129435.0,47243.78,100000.0,Desktop,Friday,No U751NY71,RuPay,Entertainment,29792.0,2020-09-25 17:53:29,Kochi,South,70.0,Female,51251.0,35860.44,50000.0,Unknown,Friday,No U483UA53,Mastercard,Transportation,32159.0,2020-09-26 01:29:14,Patna,East,53.0,Female,65539.0,,50000.0,Point-of-Sale Terminal,Saturday,Yes Y839UM56,Visa,Entertainment,128604.0,2020-09-26 05:01:08,Lucknow,North,56.0,Male,106178.0,70487.66,150000.0,Unknown,Saturday,No J445BT59,American Express,Entertainment,35237.0,2020-09-26 05:11:20,Bengaluru,South,54.0,Female,206805.0,49252.32,150000.0,Mobile,Saturday,Yes A374AV74,Visa,Dining,64454.0,2020-09-26 06:15:56,Jaipur,North,46.0,Male,111845.0,81952.46,100000.0,Unknown,Saturday,Yes E481HO40,Mastercard,Transportation,54607.0,2020-09-26 06:40:41,Bengaluru,South,77.0,Female,,37623.73,150000.0,Desktop,Saturday,No E276TM27,Visa,Transportation,34868.0,2020-09-26 11:59:05,Bengaluru,South,26.0,Female,71963.0,32098.57,50000.0,Mobile,Saturday,No B817ZH92,American Express,Dining,87775.0,2020-09-26 13:29:01,Surat,West,69.0,Male,145885.0,59573.95,100000.0,Desktop,Saturday,No Y665EP73,Visa,Utility bill,127182.0,2020-09-26 14:35:21,Jaipur,North,18.0,Male,109847.0,88633.65,150000.0,Unknown,Saturday,No U375EC67,Visa,Retail,42198.0,2020-09-26 19:07:23,Patna,East,59.0,Male,106652.0,,150000.0,Unknown,Saturday,Yes J241FN99,Mastercard,Healthcare,129182.0,2020-09-27 04:39:27,Pune,West,49.0,Male,189115.0,173653.11,200000.0,Contactless Payment Device,Sunday,No L440BQ55,RuPay,Transportation,30220.0,2020-09-27 04:45:05,Kolkata,East,28.0,Female,135207.0,23686.79,100000.0,Contactless Payment Device,Sunday,No B490YO61,American Express,Dining,197304.0,2020-09-27 06:52:37,Bengaluru,South,36.0,Female,193106.0,176808.39,200000.0,Unknown,Sunday,No V608MV85,American Express,Online Shopping,44163.0,2020-09-27 10:55:10,Surat,West,29.0,Female,46548.0,37544.04,50000.0,Desktop,Sunday,Yes E766DZ91,Mastercard,Entertainment,137695.0,2020-09-27 15:25:25,Jaipur,North,34.0,Male,148738.0,64887.49,200000.0,Mobile,Sunday,Yes O521DK37,Visa,Online Shopping,56912.0,2020-09-27 21:35:00,Surat,West,33.0,Female,107302.0,60241.72,100000.0,Mobile,Sunday,No O410AK61,Mastercard,Healthcare,51289.0,2020-09-27 21:47:33,Ahmedabad,West,79.0,Male,95683.0,52586.85,100000.0,Point-of-Sale Terminal,Sunday,No E198LS86,RuPay,Retail,26515.0,2020-09-28 04:06:02,Hyderabad,South,66.0,Female,35414.0,14980.5,50000.0,Contactless Payment Device,Monday,No N439OS21,Mastercard,Dining,36164.0,2020-09-28 10:10:06,Lucknow,North,53.0,Female,220295.0,29691.66,150000.0,Desktop,Monday,No O942XQ89,Visa,Transportation,87396.0,2020-09-28 12:08:09,Ahmedabad,West,27.0,Female,195841.0,80695.14,150000.0,Point-of-Sale Terminal,Monday,No X131QM61,Visa,Retail,68760.0,2020-09-28 16:42:15,Pune,West,28.0,Female,,82654.59,200000.0,Unknown,Monday,No L174RK52,Visa,Retail,134575.0,2020-09-28 18:58:20,Lucknow,North,75.0,Male,233555.0,180395.75,200000.0,Point-of-Sale Terminal,Monday,No O529QR47,American Express,Online Shopping,34980.0,2020-09-29 05:32:07,Surat,West,24.0,Female,47879.0,,50000.0,Point-of-Sale Terminal,Tuesday,No Z578FO91,Mastercard,Utility bill,43584.0,2020-09-29 07:21:47,Surat,West,76.0,Male,39174.0,28128.76,50000.0,Point-of-Sale Terminal,Tuesday,Yes G432VY40,American Express,Retail,35372.0,2020-09-29 07:54:41,Hyderabad,South,55.0,Female,63402.0,26553.84,50000.0,Desktop,Tuesday,No P390DS36,Mastercard,Education,84587.0,2020-09-29 16:39:35,Bengaluru,South,63.0,Male,137881.0,67869.9,100000.0,Point-of-Sale Terminal,Tuesday,Yes U138XZ56,Visa,Online Shopping,41140.0,2020-09-29 20:06:31,Lucknow,North,39.0,Female,62526.0,43390.73,50000.0,Unknown,Tuesday,No O619GI39,RuPay,Utility bill,29018.0,2020-09-29 21:26:16,Chennai,South,32.0,Male,53208.0,27379.65,50000.0,Unknown,Tuesday,No Y294GE64,Visa,Education,37578.0,2020-09-30 02:04:15,Jaipur,North,71.0,Female,149049.0,16699.76,100000.0,Contactless Payment Device,Wednesday,No K691WQ85,American Express,Education,34395.0,2020-09-30 10:55:03,Chennai,South,33.0,Male,116229.0,41022.14,100000.0,Contactless Payment Device,Wednesday,Yes K676HS18,Visa,Dining,38951.0,2020-09-30 20:56:11,Mumbai,West,60.0,Male,,32075.45,50000.0,Contactless Payment Device,Wednesday,No G773HU72,RuPay,Education,33848.0,2020-09-30 21:11:42,Mumbai,West,62.0,Female,35589.0,41788.43,50000.0,Point-of-Sale Terminal,Wednesday,Yes M278KY63,Visa,Utility bill,43990.0,2020-10-01 09:02:43,Pune,West,43.0,Male,106081.0,20263.07,100000.0,Desktop,Thursday,Yes Q208QG38,RuPay,Retail,127697.0,2020-10-01 19:41:53,Kochi,South,68.0,Female,266478.0,170566.74,200000.0,Unknown,Thursday,No J464RN30,Visa,Retail,67843.0,2020-10-01 22:48:33,Surat,West,58.0,Male,80508.0,59038.47,100000.0,Unknown,Thursday,No C697GM65,Mastercard,Entertainment,91861.0,2020-10-02 22:44:34,Chennai,South,50.0,,180876.0,84877.19,150000.0,Desktop,Friday,Yes D353CX49,RuPay,Retail,54756.0,2020-10-03 15:22:08,Kochi,South,44.0,Female,282097.0,32872.81,200000.0,Desktop,Saturday,No M384DY96,Visa,Online Shopping,41660.0,2020-10-04 14:05:59,Kochi,South,30.0,Male,45160.0,20320.14,50000.0,Contactless Payment Device,Sunday,Yes G903TH59,Mastercard,Online Shopping,89903.0,2020-10-04 19:02:45,Bengaluru,South,21.0,Female,145558.0,80764.82,100000.0,Contactless Payment Device,Sunday,No X941QV33,Mastercard,Retail,49320.0,2020-10-05 01:45:32,Lucknow,North,52.0,Female,123993.0,48713.97,150000.0,Contactless Payment Device,Monday,No N226GD84,RuPay,Online Shopping,37058.0,2020-10-05 06:33:58,Hyderabad,South,79.0,Male,73500.0,43396.0,100000.0,Point-of-Sale Terminal,Monday,No J148UK48,Visa,Education,39324.0,2020-10-05 06:50:27,Hyderabad,South,67.0,Female,60427.0,23680.79,50000.0,Contactless Payment Device,Monday,Yes D808UE71,Mastercard,Retail,34651.0,2020-10-05 07:29:44,Patna,East,38.0,Female,42771.0,33619.77,50000.0,Point-of-Sale Terminal,Monday,Yes A237GQ24,Mastercard,Healthcare,27994.0,2020-10-05 18:30:29,Jaipur,North,53.0,Female,71813.0,35916.13,100000.0,Mobile,Monday,Yes L605DO37,RuPay,Dining,49101.0,2020-10-05 23:51:21,Patna,East,66.0,Female,40704.0,36888.52,50000.0,Desktop,Monday,No I580RY24,Visa,Utility bill,31960.0,2020-10-06 03:44:04,Lucknow,North,53.0,Female,66943.0,28176.23,50000.0,,Tuesday,Yes Z436PF68,Mastercard,Retail,25258.0,2020-10-06 05:24:31,Bengaluru,South,57.0,Female,36898.0,32764.33,50000.0,Mobile,Tuesday,No U696XB51,Visa,Dining,34190.0,2020-10-07 00:13:10,Chennai,South,47.0,Male,60790.0,20681.09,50000.0,Mobile,Wednesday,Yes M768VG50,Mastercard,Transportation,27669.0,2020-10-07 04:07:25,Jaipur,North,39.0,Male,117938.0,28537.52,150000.0,Contactless Payment Device,Wednesday,Yes G691OY40,Mastercard,Utility bill,82677.0,2020-10-07 04:54:28,Delhi,North,79.0,Female,177603.0,114208.99,150000.0,Desktop,Wednesday,No P775WN17,Mastercard,Education,46876.0,2020-10-07 06:48:19,Kochi,South,53.0,Female,141206.0,63556.5,100000.0,Unknown,Wednesday,Yes N135BC62,RuPay,Entertainment,48031.0,2020-10-07 16:51:18,Mumbai,West,80.0,Male,70016.0,38832.03,100000.0,Desktop,Wednesday,No M947HZ84,Visa,Education,50556.0,2020-10-08 00:01:59,Pune,West,68.0,Male,115096.0,41461.92,100000.0,Desktop,Thursday,No B648RC18,Visa,Online Shopping,41003.0,2020-10-08 02:45:04,Patna,East,40.0,Female,55033.0,17126.67,50000.0,Contactless Payment Device,Thursday,No I964GQ78,Mastercard,Dining,51341.0,2020-10-08 07:13:52,Surat,West,58.0,Female,116841.0,26921.8,100000.0,Contactless Payment Device,Thursday,Yes F343ET36,Visa,Education,135215.0,2020-10-08 16:49:59,Patna,East,60.0,Female,113104.0,117594.3,150000.0,Desktop,Thursday,No G158IT43,Visa,Utility bill,27471.0,2020-10-08 21:09:06,Mumbai,West,25.0,Male,209538.0,19540.58,150000.0,Unknown,Thursday,No M882ST75,RuPay,,83656.0,2020-10-09 04:04:48,Ahmedabad,West,25.0,Female,211721.0,104328.64,150000.0,Point-of-Sale Terminal,Friday,No S451HK24,RuPay,Retail,114383.0,2020-10-09 09:07:01,Chennai,South,47.0,Female,205932.0,91353.25,150000.0,Mobile,Friday,Yes U214BW21,Mastercard,Utility bill,25929.0,2020-10-10 00:43:34,Bengaluru,South,20.0,Female,50455.0,15360.63,50000.0,Desktop,Saturday,No Y757RW16,Visa,Online Shopping,35745.0,2020-10-10 18:04:13,Ahmedabad,West,22.0,Female,50876.0,42164.25,50000.0,Mobile,Saturday,No F886SD62,Visa,Online Shopping,165729.0,2020-10-11 03:11:13,Hyderabad,South,61.0,Male,252244.0,166658.96,200000.0,Point-of-Sale Terminal,Sunday,No T634ZE95,Mastercard,Dining,32354.0,2020-10-11 21:43:12,Surat,West,73.0,Male,156714.0,31202.29,150000.0,Mobile,Sunday,No G254JL86,Visa,Education,119881.0,2020-10-11 23:17:15,Pune,West,42.0,Female,106587.0,53988.35,150000.0,Mobile,Sunday,No X511VP63,Mastercard,Healthcare,126388.0,2020-10-12 03:10:54,Patna,East,18.0,Male,219892.0,70239.74,150000.0,Unknown,Monday,No X386WR79,Mastercard,Education,26646.0,2020-10-12 12:27:27,Surat,West,47.0,Female,35487.0,29557.4,50000.0,Contactless Payment Device,Monday,No X286PH50,Mastercard,Online Shopping,54581.0,2020-10-13 01:57:37,Surat,West,51.0,Male,148292.0,64785.76,200000.0,Unknown,Tuesday,Yes A229NK14,RuPay,Entertainment,33328.0,2020-10-13 02:19:32,Jaipur,North,50.0,Male,54389.0,27188.15,50000.0,Point-of-Sale Terminal,Tuesday,No X686VG23,RuPay,Retail,119406.0,2020-10-13 04:36:16,Kochi,South,67.0,Male,172891.0,153791.82,200000.0,Point-of-Sale Terminal,Tuesday,No V919TH34,Mastercard,Online Shopping,117534.0,2020-10-14 07:20:31,Kochi,South,61.0,Male,200623.0,114685.98,150000.0,Contactless Payment Device,Wednesday,No K289WX98,Mastercard,Retail,43271.0,2020-10-14 07:21:55,Pune,West,49.0,Female,39188.0,37817.19,50000.0,Unknown,Wednesday,Yes D317CU31,Mastercard,Dining,44093.0,2020-10-14 09:22:48,Hyderabad,South,52.0,Female,58398.0,20796.56,50000.0,Contactless Payment Device,Wednesday,No P319NU70,RuPay,Online Shopping,86810.0,2020-10-14 18:12:56,Pune,West,56.0,,119741.0,78479.54,100000.0,Contactless Payment Device,Wednesday,No P336ZJ59,Mastercard,Retail,94326.0,2020-10-14 19:45:09,Surat,West,30.0,Female,272673.0,125586.01,200000.0,Contactless Payment Device,Wednesday,No A886HH91,Visa,Online Shopping,89308.0,2020-10-15 00:28:39,Ahmedabad,West,29.0,Female,,45467.83,100000.0,Unknown,Thursday,Yes K909SF26,American Express,Retail,35426.0,2020-10-15 03:22:03,Hyderabad,South,57.0,Male,163209.0,36024.14,150000.0,Unknown,Thursday,Yes K504JH63,Mastercard,Transportation,43706.0,2020-10-15 04:58:12,Kochi,South,28.0,Female,58004.0,18330.35,50000.0,Mobile,Thursday,No V478BF59,American Express,Online Shopping,87680.0,2020-10-15 21:59:29,Surat,West,66.0,Male,177474.0,120114.09,150000.0,Mobile,Thursday,No X934OC37,Visa,Online Shopping,195606.0,2020-10-16 05:32:31,Patna,East,51.0,Female,299815.0,195793.23,200000.0,Point-of-Sale Terminal,Friday,No A782SY40,American Express,Entertainment,35264.0,2020-10-16 06:30:22,Delhi,North,77.0,Male,,43928.61,100000.0,Contactless Payment Device,Friday,Yes Q544II41,RuPay,Online Shopping,96652.0,2020-10-16 12:30:58,Mumbai,West,63.0,Female,171815.0,100252.91,150000.0,Desktop,Friday,Yes O390IY96,RuPay,Online Shopping,103587.0,2020-10-16 19:31:46,Hyderabad,South,35.0,Female,195393.0,142997.99,200000.0,Point-of-Sale Terminal,Friday,Yes Y719OU98,Mastercard,Transportation,42898.0,2020-10-17 03:49:14,Kolkata,East,19.0,Male,48627.0,49616.24,50000.0,Desktop,Saturday,Yes K385ME28,Visa,Retail,37644.0,2020-10-17 07:29:10,Kochi,South,28.0,Male,248982.0,,200000.0,Contactless Payment Device,Saturday,Yes X291IK19,Mastercard,Online Shopping,78165.0,2020-10-17 12:15:39,Mumbai,West,45.0,Female,,54657.1,100000.0,Point-of-Sale Terminal,Saturday,No S723KT62,Visa,Education,27124.0,2020-10-17 16:09:54,Ahmedabad,West,64.0,Female,,30995.43,100000.0,Point-of-Sale Terminal,Saturday,No H260PQ56,Visa,Healthcare,33368.0,2020-10-18 04:58:36,Mumbai,West,25.0,Male,44504.0,44638.26,50000.0,Point-of-Sale Terminal,Sunday,No B692EN65,Mastercard,Retail,47405.0,2020-10-18 09:10:03,Ahmedabad,West,21.0,Male,49189.0,44717.74,50000.0,Mobile,Sunday,No E134MO19,Visa,Utility bill,44177.0,2020-10-18 13:10:58,Kolkata,East,43.0,Male,37911.0,33987.76,50000.0,Point-of-Sale Terminal,Sunday,Yes F820WS97,Mastercard,Dining,27014.0,2020-10-18 21:44:51,Kochi,South,53.0,Male,84012.0,20650.23,100000.0,Point-of-Sale Terminal,Sunday,No F148XE80,Visa,Dining,49464.0,2020-10-19 00:31:00,Chennai,South,38.0,Female,41659.0,39870.21,50000.0,Desktop,Monday,No B415EG87,Visa,Online Shopping,107870.0,2020-10-19 00:49:51,Chennai,South,39.0,Female,172779.0,58587.22,150000.0,Desktop,Monday,No D299CL57,Visa,Online Shopping,25561.0,2020-10-19 02:31:21,Patna,East,74.0,Male,59497.0,12506.51,50000.0,Mobile,Monday,Yes S334ML56,Mastercard,Utility bill,30618.0,2020-10-19 04:35:56,Mumbai,West,38.0,Male,172583.0,26776.86,150000.0,Point-of-Sale Terminal,Monday,No T563GJ14,Visa,Dining,161361.0,2020-10-19 20:20:19,Pune,West,43.0,Female,268814.0,176823.99,200000.0,Unknown,Monday,No N179WH55,American Express,Education,58983.0,2020-10-20 01:33:41,Jaipur,North,70.0,Female,101989.0,69646.41,100000.0,Point-of-Sale Terminal,Tuesday,No T200IW86,Visa,Utility bill,163589.0,2020-10-20 14:22:48,Mumbai,West,50.0,Female,148455.0,142156.77,200000.0,Desktop,Tuesday,No Y645QP85,American Express,Online Shopping,197027.0,2020-10-20 14:42:47,Surat,West,50.0,Male,289501.0,192106.34,200000.0,Contactless Payment Device,Tuesday,No P463XV46,Visa,Healthcare,63365.0,2020-10-21 09:57:59,Mumbai,West,,Female,98590.0,,100000.0,Contactless Payment Device,Wednesday,No Z141EM18,Visa,Retail,95818.0,2020-10-21 14:31:28,Bengaluru,South,26.0,Male,91531.0,70264.38,100000.0,Point-of-Sale Terminal,Wednesday,No E989FQ49,Visa,Healthcare,41734.0,2020-10-21 14:40:18,Bengaluru,South,53.0,Female,177580.0,20549.57,150000.0,Desktop,Wednesday,No J950ZI55,Mastercard,Retail,108254.0,2020-10-22 05:56:38,Mumbai,West,59.0,Female,188208.0,64176.35,150000.0,Contactless Payment Device,Thursday,Yes N548ZQ33,Visa,Healthcare,35087.0,2020-10-22 20:17:31,Patna,East,50.0,Male,108729.0,32227.23,100000.0,Unknown,Thursday,No J158CU97,Visa,Entertainment,122398.0,2020-10-22 20:42:19,Mumbai,West,53.0,Male,113177.0,99292.61,150000.0,Contactless Payment Device,Thursday,Yes I154RE53,Mastercard,,28849.0,2020-10-22 22:16:08,Lucknow,North,61.0,Female,38938.0,15793.41,50000.0,Desktop,Thursday,No V477ZP68,Mastercard,Transportation,107460.0,2020-10-23 05:49:08,Bengaluru,South,64.0,Male,228082.0,122019.15,200000.0,Mobile,Friday,No Z427AM91,Mastercard,Dining,83446.0,2020-10-23 07:17:59,Pune,West,77.0,Female,76447.0,61221.07,100000.0,Contactless Payment Device,Friday,No C332AH67,Visa,Entertainment,54677.0,2020-10-23 18:45:40,Surat,West,33.0,Male,111212.0,70580.22,150000.0,Unknown,Friday,Yes M854TR93,American Express,Dining,45455.0,2020-10-25 20:58:28,Hyderabad,South,34.0,Male,,40263.16,50000.0,Contactless Payment Device,Sunday,No L739UR36,Mastercard,Retail,99229.0,2020-10-25 21:37:34,Kolkata,East,47.0,Female,115310.0,45502.98,150000.0,Mobile,Sunday,Yes N283AJ90,American Express,Retail,61345.0,2020-10-26 04:40:15,Bengaluru,South,40.0,Male,264576.0,53040.55,200000.0,Mobile,Monday,Yes V625LJ14,RuPay,Utility bill,35091.0,2020-10-26 12:22:49,Delhi,North,49.0,Male,38718.0,36280.28,50000.0,Desktop,Monday,Yes L712SX64,Mastercard,Transportation,43447.0,2020-10-27 17:00:10,Lucknow,North,75.0,Male,145877.0,52818.23,100000.0,Point-of-Sale Terminal,Tuesday,No J958GR82,Visa,Entertainment,107158.0,2020-10-27 20:37:09,Patna,East,50.0,Female,184310.0,51117.23,200000.0,Contactless Payment Device,Tuesday,No O271FX31,Visa,Online Shopping,76575.0,2020-10-27 23:11:23,Surat,West,43.0,Female,,60533.78,100000.0,Desktop,Tuesday,Yes T342TW84,Visa,Retail,75226.0,2020-10-28 06:41:27,Kochi,South,43.0,Male,205529.0,48026.06,150000.0,Contactless Payment Device,Wednesday,No W729FS66,Visa,Transportation,81360.0,2020-10-28 12:03:09,Ahmedabad,West,62.0,Female,106083.0,52588.11,150000.0,Point-of-Sale Terminal,Wednesday,Yes Q839LJ43,RuPay,Education,51809.0,2020-10-28 16:23:58,Mumbai,West,19.0,Female,178368.0,49548.65,200000.0,Mobile,Wednesday,No M376YZ90,RuPay,Education,128235.0,2020-10-29 15:35:06,Ahmedabad,West,68.0,Male,227945.0,168070.31,200000.0,Desktop,Thursday,Yes I635PQ25,RuPay,Transportation,36226.0,2020-10-29 23:24:13,Surat,West,29.0,Male,80046.0,16229.33,100000.0,Desktop,Thursday,No D335AJ78,RuPay,Entertainment,36755.0,2020-10-30 06:23:06,Delhi,North,68.0,Male,54017.0,16584.09,50000.0,Mobile,Friday,No X203XU84,Visa,Transportation,134323.0,2020-10-30 17:16:41,Chennai,South,,Female,152803.0,58089.34,200000.0,Desktop,Friday,Yes I167KH69,Visa,Online Shopping,27659.0,2020-10-31 04:14:30,Hyderabad,South,52.0,Male,85037.0,21618.6,100000.0,Point-of-Sale Terminal,Saturday,No O556DB30,Visa,Retail,67680.0,2020-10-31 13:45:52,Patna,East,20.0,Female,169091.0,36252.8,150000.0,Unknown,Saturday,No G170BT99,Visa,Transportation,173537.0,2020-10-31 15:57:35,Kochi,South,57.0,Male,277301.0,,200000.0,Unknown,Saturday,No A111PM11,RuPay,Entertainment,31196.0,2020-10-31 22:26:43,Kochi,South,25.0,Female,63000.0,29073.29,50000.0,Desktop,Saturday,No Q658BS96,American Express,,101960.0,2020-11-01 10:55:13,Kolkata,East,26.0,Female,123951.0,79411.29,150000.0,Mobile,Sunday,No M551RC76,Mastercard,Healthcare,54287.0,2020-11-01 15:06:13,Pune,West,78.0,Female,,42177.98,150000.0,Mobile,Sunday,No W634IM89,American Express,Healthcare,60915.0,2020-11-02 00:21:48,Lucknow,North,64.0,Female,168737.0,38411.48,200000.0,Desktop,Monday,Yes Y228QD17,American Express,Retail,48131.0,2020-11-02 01:40:00,Pune,West,,Male,55528.0,49859.42,50000.0,Unknown,Monday,Yes W808HO16,RuPay,Retail,70598.0,2020-11-02 09:39:59,Hyderabad,South,22.0,Male,114089.0,40129.23,100000.0,Desktop,Monday,No B753FZ11,Mastercard,Transportation,166624.0,2020-11-02 13:55:27,Mumbai,West,39.0,Female,276540.0,,200000.0,Desktop,Monday,Yes H328JS63,Mastercard,Healthcare,48276.0,2020-11-02 14:04:53,Kolkata,East,46.0,Male,198057.0,53155.1,150000.0,Unknown,Monday,No X212IJ58,RuPay,Online Shopping,41257.0,2020-11-02 19:20:34,Kolkata,East,62.0,,73181.0,43987.53,50000.0,Point-of-Sale Terminal,Monday,No F118UY81,American Express,Retail,45885.0,2020-11-03 10:27:50,Pune,West,38.0,Female,294166.0,42177.48,200000.0,Mobile,Tuesday,No F484LC39,RuPay,Online Shopping,45704.0,2020-11-03 19:00:48,Lucknow,North,50.0,,117383.0,26514.58,100000.0,Mobile,Tuesday,No G256UV37,Visa,Transportation,117167.0,2020-11-03 20:47:51,Bengaluru,South,74.0,Male,155659.0,146367.26,150000.0,Point-of-Sale Terminal,Tuesday,No R364HJ24,Mastercard,Utility bill,92390.0,2020-11-04 01:51:47,Bengaluru,South,19.0,Male,166794.0,50518.57,150000.0,Mobile,Wednesday,No Q766WP96,Visa,Dining,90450.0,2020-11-04 09:52:05,Kolkata,East,54.0,Female,140971.0,88151.43,100000.0,Desktop,Wednesday,No I639EJ68,Mastercard,Online Shopping,41066.0,2020-11-05 00:30:24,Patna,East,49.0,Male,73304.0,49809.79,50000.0,Desktop,Thursday,No F473PA70,Mastercard,Entertainment,141003.0,2020-11-05 10:30:48,Delhi,North,31.0,Female,283375.0,70900.94,200000.0,Mobile,Thursday,Yes Q895VA39,American Express,Healthcare,83385.0,2020-11-05 10:53:10,Surat,West,29.0,Female,193805.0,45181.06,200000.0,Mobile,Thursday,Yes Q514TE86,Mastercard,Online Shopping,41034.0,2020-11-05 13:46:47,Patna,East,65.0,Female,68457.0,42266.66,50000.0,Mobile,Thursday,No T491NO38,Visa,Healthcare,58208.0,2020-11-05 14:28:17,Jaipur,North,34.0,Male,189482.0,79136.89,150000.0,Desktop,Thursday,No L520HY82,Visa,Education,127632.0,2020-11-05 20:11:55,Kolkata,East,70.0,,209162.0,114168.81,150000.0,Unknown,Thursday,No X527FX97,RuPay,Online Shopping,91540.0,2020-11-05 23:51:56,Patna,East,60.0,Female,143271.0,66115.72,200000.0,Contactless Payment Device,Thursday,No V564HG74,Visa,Retail,65476.0,2020-11-06 01:14:34,Pune,West,79.0,Male,222878.0,29676.83,150000.0,Unknown,Friday,No I933YG42,Visa,Online Shopping,39592.0,2020-11-06 14:21:46,Pune,West,76.0,Female,62478.0,33226.77,50000.0,Contactless Payment Device,Friday,Yes B719OV38,Visa,Education,120093.0,2020-11-06 18:45:36,Kolkata,East,33.0,Male,234575.0,138777.96,200000.0,Point-of-Sale Terminal,Friday,No E134OI41,Mastercard,Online Shopping,156557.0,2020-11-07 00:43:02,Surat,West,,Male,140337.0,144596.13,200000.0,Unknown,Saturday,No Q833MU28,RuPay,Entertainment,112937.0,2020-11-07 05:16:55,Patna,East,28.0,Female,124768.0,68825.8,150000.0,Contactless Payment Device,Saturday,Yes A149JA54,Mastercard,Online Shopping,43484.0,2020-11-08 15:05:28,Mumbai,West,54.0,Male,148504.0,51542.93,100000.0,Unknown,Sunday,Yes C470CK17,Mastercard,Transportation,123725.0,2020-11-08 18:07:40,Kochi,South,60.0,Female,156935.0,80515.64,150000.0,Mobile,Sunday,No L717II53,Visa,Transportation,43669.0,2020-11-08 19:15:39,Surat,West,19.0,Male,125943.0,39343.09,150000.0,Contactless Payment Device,Sunday,No V252NH32,Mastercard,Utility bill,87233.0,2020-11-09 01:28:14,Bengaluru,South,73.0,Female,112771.0,56815.52,150000.0,Point-of-Sale Terminal,Monday,No V497EG23,Mastercard,Transportation,36715.0,2020-11-09 05:21:00,Pune,West,38.0,Male,233497.0,20529.35,200000.0,Unknown,Monday,No X463SC46,Visa,Dining,139412.0,2020-11-09 13:30:32,Hyderabad,South,78.0,Male,,162190.71,200000.0,Contactless Payment Device,Monday,No V184PD84,Visa,Dining,26376.0,2020-11-09 17:18:35,Chennai,South,71.0,Male,43894.0,23958.92,50000.0,Unknown,Monday,Yes A959RO30,Mastercard,Online Shopping,78346.0,2020-11-09 22:41:58,Mumbai,West,58.0,,138698.0,79481.84,100000.0,Contactless Payment Device,Monday,No F560DR87,Mastercard,Dining,170322.0,2020-11-10 02:17:43,Bengaluru,South,50.0,Male,187022.0,129734.74,200000.0,Mobile,Tuesday,No X995IF50,American Express,Dining,76030.0,2020-11-10 12:06:26,Chennai,South,47.0,Male,,45692.06,100000.0,Desktop,Tuesday,No Y275GH53,Visa,Healthcare,80460.0,2020-11-10 19:59:58,Mumbai,West,46.0,Female,119120.0,39574.84,100000.0,Contactless Payment Device,Tuesday,Yes Q789TC50,RuPay,Education,32534.0,2020-11-10 20:47:58,Bengaluru,South,23.0,Male,37668.0,17865.66,50000.0,Mobile,Tuesday,Yes C212VZ85,Mastercard,Healthcare,158883.0,2020-11-11 01:22:27,Bengaluru,South,20.0,Male,264249.0,171206.66,200000.0,Point-of-Sale Terminal,Wednesday,No H406FB42,Mastercard,Retail,80673.0,2020-11-11 02:51:49,Hyderabad,South,18.0,Male,232264.0,53694.95,200000.0,Desktop,Wednesday,No H980CQ33,Visa,Healthcare,81263.0,2020-11-11 03:32:49,Lucknow,North,33.0,Female,107681.0,60490.13,150000.0,Desktop,Wednesday,No Z472NC59,Visa,Utility bill,91171.0,2020-11-11 10:14:10,Kolkata,East,75.0,Male,196677.0,36886.83,200000.0,Desktop,Wednesday,No Z720DU70,Visa,Education,119516.0,2020-11-11 22:13:16,Kochi,South,50.0,Female,204456.0,141769.53,150000.0,Mobile,Wednesday,No V381UO11,Visa,Retail,30178.0,2020-11-11 23:50:03,Hyderabad,South,68.0,Female,,21612.16,50000.0,Contactless Payment Device,Wednesday,Yes E397HA21,RuPay,Healthcare,124987.0,2020-11-12 02:47:31,Ahmedabad,West,67.0,Male,201085.0,80075.76,150000.0,Desktop,Thursday,No C185ZB34,RuPay,Utility bill,59873.0,2020-11-12 03:11:58,Hyderabad,South,42.0,Female,149241.0,71023.34,100000.0,Contactless Payment Device,Thursday,No C500OD20,Mastercard,Entertainment,39698.0,2020-11-12 07:23:07,Bengaluru,South,38.0,Female,114593.0,55365.3,150000.0,Point-of-Sale Terminal,Thursday,Yes I578KR28,American Express,Online Shopping,66815.0,2020-11-12 07:42:13,Ahmedabad,West,61.0,Male,133236.0,79682.71,100000.0,Contactless Payment Device,Thursday,No F628DF28,Visa,Dining,37699.0,2020-11-12 08:20:56,Jaipur,North,65.0,Female,171912.0,26098.65,150000.0,Point-of-Sale Terminal,Thursday,Yes R733KS12,American Express,Transportation,110178.0,2020-11-12 10:28:34,Delhi,North,60.0,Male,160025.0,94130.07,200000.0,Contactless Payment Device,Thursday,No Z413PE77,Visa,Retail,90627.0,2020-11-12 13:49:50,Lucknow,North,46.0,Male,132515.0,70559.18,100000.0,Point-of-Sale Terminal,Thursday,No A427AE48,Mastercard,Online Shopping,38440.0,2020-11-13 09:57:55,Ahmedabad,West,30.0,Female,98371.0,16301.55,100000.0,Unknown,Friday,No G136HQ38,Visa,Online Shopping,90323.0,2020-11-14 07:03:17,Chennai,South,80.0,Female,288120.0,63381.26,200000.0,Unknown,Saturday,No H666BG93,American Express,Entertainment,35172.0,2020-11-14 10:27:28,Mumbai,West,23.0,Male,73203.0,32363.88,50000.0,Desktop,Saturday,No Q462NW58,Mastercard,Retail,94083.0,2020-11-14 10:29:15,Chennai,South,74.0,Female,111819.0,48645.55,100000.0,Mobile,Saturday,No X893DA45,Mastercard,Transportation,45538.0,2020-11-14 12:50:09,Mumbai,West,65.0,Female,,,50000.0,Contactless Payment Device,Saturday,No E111BE64,Mastercard,Education,61562.0,2020-11-14 17:55:54,Lucknow,North,76.0,Male,129432.0,72075.98,150000.0,Contactless Payment Device,Saturday,No I853SK79,RuPay,Healthcare,43748.0,2020-11-14 20:15:40,Mumbai,West,76.0,Male,92354.0,54344.21,100000.0,Contactless Payment Device,Saturday,Yes P669AQ36,Visa,Online Shopping,73171.0,2020-11-15 11:28:51,Kolkata,East,71.0,Female,213132.0,78600.24,150000.0,Unknown,Sunday,Yes D410YR80,Mastercard,Utility bill,35907.0,2020-11-16 09:28:53,Mumbai,West,51.0,Male,51007.0,34679.63,50000.0,Desktop,Monday,No Z268HN94,Mastercard,Entertainment,88212.0,2020-11-17 08:19:17,Patna,East,,Male,162499.0,57656.49,200000.0,Mobile,Tuesday,No N164GG85,Visa,Online Shopping,186046.0,2020-11-17 09:48:18,Pune,West,51.0,Male,254000.0,153799.39,200000.0,Contactless Payment Device,Tuesday,No U478HG40,Visa,Dining,61108.0,2020-11-18 00:22:53,Chennai,South,61.0,Female,155941.0,26400.93,200000.0,Unknown,Wednesday,No K997SI98,RuPay,Dining,33526.0,2020-11-18 00:34:44,Bengaluru,South,52.0,Male,73820.0,42669.45,50000.0,Unknown,Wednesday,Yes M474TK22,Mastercard,Education,47129.0,2020-11-18 13:40:15,Surat,West,69.0,Male,136500.0,37457.31,100000.0,Desktop,Wednesday,No M908NG48,Visa,Retail,112329.0,2020-11-19 02:19:41,Kochi,South,22.0,Male,196232.0,99997.74,200000.0,Desktop,Thursday,Yes C603IS51,Mastercard,Online Shopping,83542.0,2020-11-19 11:06:02,Pune,West,49.0,Male,78265.0,57302.93,100000.0,Unknown,Thursday,No C216MB48,,Utility bill,43161.0,2020-11-19 14:35:53,Chennai,South,63.0,Female,94502.0,55300.06,100000.0,Desktop,Thursday,No J274GU75,RuPay,Healthcare,35144.0,2020-11-20 09:28:12,Surat,West,72.0,Male,91074.0,41998.45,100000.0,Mobile,Friday,Yes K456SJ35,RuPay,Education,113164.0,2020-11-20 09:29:27,Delhi,North,19.0,Female,209080.0,51837.18,200000.0,Contactless Payment Device,Friday,No A280MY99,Mastercard,Healthcare,42988.0,2020-11-20 16:35:33,Kochi,South,55.0,,59401.0,37622.63,50000.0,Contactless Payment Device,Friday,No M723GV85,Visa,Retail,52378.0,2020-11-20 17:45:50,Kolkata,East,44.0,Male,81937.0,35309.9,100000.0,Point-of-Sale Terminal,Friday,Yes H726KL95,Mastercard,Retail,74874.0,2020-11-21 02:30:36,Jaipur,North,60.0,Male,226257.0,63051.68,200000.0,Contactless Payment Device,Saturday,No G990RK13,RuPay,Education,129387.0,2020-11-21 15:47:47,Bengaluru,South,79.0,Male,217291.0,140802.41,150000.0,Contactless Payment Device,Saturday,Yes X667EF33,Mastercard,Online Shopping,132683.0,2020-11-21 16:05:48,Kolkata,East,72.0,Male,109311.0,,150000.0,Mobile,Saturday,Yes G144CC87,Visa,Online Shopping,37670.0,2020-11-21 19:50:04,Kolkata,East,43.0,Male,63401.0,28430.3,50000.0,Desktop,Saturday,No V635HN67,Mastercard,Online Shopping,84389.0,2020-11-21 20:06:37,Chennai,South,30.0,Female,274755.0,100004.16,200000.0,,Saturday,No A629QJ81,Mastercard,Dining,47800.0,2020-11-21 21:21:33,Bengaluru,South,74.0,Female,44429.0,33483.39,50000.0,Desktop,Saturday,No H780PS49,Visa,Online Shopping,31810.0,2020-11-22 00:41:47,Hyderabad,South,30.0,Female,142418.0,41964.5,100000.0,Desktop,Sunday,No I374WX71,Visa,Transportation,69488.0,2020-11-22 03:11:55,Bengaluru,South,30.0,Female,121726.0,37069.69,100000.0,Desktop,Sunday,No Y259JI72,RuPay,Healthcare,60374.0,2020-11-22 04:13:29,Mumbai,West,45.0,Male,207510.0,52154.93,150000.0,Desktop,Sunday,No E299DC87,RuPay,Dining,47601.0,2020-11-22 04:49:10,Ahmedabad,West,59.0,Male,50515.0,36985.29,50000.0,Point-of-Sale Terminal,Sunday,Yes I967JU54,Mastercard,Utility bill,120084.0,2020-11-23 01:55:12,Delhi,North,50.0,Female,106015.0,67827.56,150000.0,Mobile,Monday,No W345TL80,Visa,Retail,34677.0,2020-11-24 11:46:45,Ahmedabad,West,48.0,Male,72031.0,29397.98,50000.0,Mobile,Tuesday,No A112MP31,RuPay,Utility bill,48230.0,2020-11-25 16:17:27,Mumbai,West,67.0,Male,65845.0,25192.44,50000.0,Unknown,Wednesday,No D166TB22,American Express,Retail,122799.0,2020-11-25 23:00:53,Hyderabad,South,19.0,Male,184566.0,85279.5,150000.0,Desktop,Wednesday,No N134KH93,Visa,Dining,50939.0,2020-11-26 03:28:12,Lucknow,North,75.0,Male,292906.0,65841.66,200000.0,Contactless Payment Device,Thursday,No N589KC77,Mastercard,Entertainment,34610.0,2020-11-26 05:37:42,Ahmedabad,West,44.0,Male,83869.0,38825.18,100000.0,Contactless Payment Device,Thursday,No W789TJ58,Mastercard,Retail,49146.0,2020-11-26 09:54:07,Hyderabad,South,62.0,Male,58694.0,20564.37,50000.0,Unknown,Thursday,No R521ZZ19,Visa,Healthcare,81986.0,2020-11-26 13:53:04,Delhi,North,78.0,Female,138486.0,70230.6,100000.0,Point-of-Sale Terminal,Thursday,No G698JF70,Visa,Utility bill,44715.0,2020-11-26 20:58:05,Bengaluru,South,42.0,Female,69754.0,45535.09,50000.0,Desktop,Thursday,No K381FZ13,Visa,Education,87759.0,2020-11-26 22:10:08,Patna,East,53.0,Female,82568.0,66977.93,100000.0,Unknown,Thursday,Yes I662QT34,Visa,Utility bill,67546.0,2020-11-27 02:35:57,Hyderabad,South,30.0,Male,137994.0,,100000.0,Unknown,Friday,No A374RG89,Mastercard,Education,34726.0,2020-11-27 09:51:28,Ahmedabad,West,56.0,Male,224471.0,42595.29,150000.0,Unknown,Friday,No Q314OM47,Visa,Dining,94131.0,2020-11-27 23:09:18,Jaipur,North,44.0,Female,116086.0,92023.49,100000.0,Desktop,Friday,No R147NG55,Mastercard,Healthcare,105691.0,2020-11-28 12:30:28,Kolkata,East,74.0,Female,155366.0,145141.32,200000.0,Unknown,Saturday,No N271CX48,RuPay,Retail,112846.0,2020-11-28 16:07:55,Ahmedabad,West,59.0,Male,277015.0,112420.69,200000.0,Desktop,Saturday,No D366TS87,RuPay,Retail,84319.0,2020-11-29 00:23:41,Mumbai,West,56.0,Male,144872.0,76490.87,100000.0,Contactless Payment Device,Sunday,No X586YB57,RuPay,Dining,92889.0,2020-11-29 15:44:11,Hyderabad,South,53.0,Male,91195.0,99953.42,100000.0,Point-of-Sale Terminal,Sunday,No Z464EC90,Mastercard,Education,65562.0,2020-11-29 20:29:06,Delhi,North,58.0,Male,75430.0,37334.79,100000.0,Point-of-Sale Terminal,Sunday,Yes A617HI84,RuPay,Education,38269.0,2020-11-30 00:25:57,Bengaluru,South,61.0,Female,238029.0,44208.05,200000.0,Contactless Payment Device,Monday,No V804MT56,RuPay,Retail,45798.0,2020-11-30 00:35:04,Bengaluru,South,66.0,Female,63403.0,34048.07,50000.0,Point-of-Sale Terminal,Monday,No X817SL66,Mastercard,Transportation,69189.0,2020-11-30 11:22:09,Ahmedabad,West,75.0,Male,157119.0,57393.46,150000.0,Mobile,Monday,No O299CY29,Mastercard,Retail,85962.0,2020-12-01 03:41:47,Bengaluru,South,66.0,Female,145620.0,94720.66,100000.0,Unknown,Tuesday,No P278MF96,American Express,Entertainment,49647.0,2020-12-01 10:14:02,Kolkata,East,21.0,Male,72432.0,47981.05,50000.0,Point-of-Sale Terminal,Tuesday,Yes O562BQ47,American Express,Retail,139454.0,2020-12-01 16:33:07,Surat,West,30.0,Female,184483.0,139626.37,150000.0,Unknown,Tuesday,Yes S910SJ94,Mastercard,Transportation,142016.0,2020-12-01 17:13:49,Ahmedabad,West,28.0,Female,158639.0,99437.05,150000.0,Contactless Payment Device,Tuesday,No E949CB20,Mastercard,Entertainment,30000.0,2020-12-01 21:44:32,Chennai,South,53.0,Male,125060.0,33207.48,100000.0,Mobile,Tuesday,No M571KJ47,Visa,Education,87423.0,2020-12-02 17:06:22,Chennai,South,79.0,Female,111382.0,71356.37,100000.0,Unknown,Wednesday,No A785FU21,Mastercard,Healthcare,48913.0,2020-12-03 07:33:21,Pune,West,37.0,Female,56961.0,20222.79,50000.0,Desktop,Thursday,Yes E512DA23,Visa,Retail,83630.0,2020-12-03 11:19:45,Ahmedabad,West,21.0,Male,132771.0,55017.67,100000.0,Mobile,Thursday,No W690DL57,RuPay,Education,86753.0,2020-12-03 14:37:28,Surat,West,47.0,Female,,,100000.0,Desktop,Thursday,No N839CF52,RuPay,Education,33645.0,2020-12-03 14:59:37,Surat,West,42.0,Male,65441.0,26865.28,50000.0,Contactless Payment Device,Thursday,No U887JY56,Visa,Education,43569.0,2020-12-04 02:08:24,Bengaluru,South,45.0,Male,77505.0,,100000.0,Mobile,Friday,No V372VE30,Visa,Retail,61668.0,2020-12-04 13:34:44,Lucknow,North,18.0,Male,109749.0,26628.53,100000.0,Mobile,Friday,No R997OJ26,Visa,Healthcare,135551.0,2020-12-04 14:21:53,Kochi,South,68.0,Male,172635.0,140449.34,150000.0,Desktop,Friday,No I562DD26,Visa,Transportation,43976.0,2020-12-04 20:05:50,Pune,West,74.0,Male,126866.0,51199.13,100000.0,Unknown,Friday,No V838GZ30,Mastercard,Online Shopping,30317.0,2020-12-05 04:38:03,Mumbai,West,38.0,Male,60083.0,37098.08,50000.0,Desktop,Saturday,No I852CX86,Mastercard,Healthcare,71647.0,2020-12-05 05:10:51,Delhi,North,42.0,Female,133281.0,33973.05,100000.0,Mobile,Saturday,No F912BQ97,Visa,Dining,43527.0,2020-12-05 05:17:47,Hyderabad,South,44.0,Male,74972.0,40166.36,50000.0,Point-of-Sale Terminal,Saturday,Yes F744DO31,Visa,Online Shopping,121624.0,2020-12-05 12:56:02,Bengaluru,South,61.0,Male,190570.0,74567.78,200000.0,Contactless Payment Device,Saturday,No H229QN55,American Express,Transportation,53900.0,2020-12-05 22:02:58,Bengaluru,South,29.0,Male,219303.0,59695.48,200000.0,Mobile,Saturday,Yes D231EK91,Mastercard,Utility bill,58159.0,2020-12-05 23:08:24,Bengaluru,South,77.0,Female,90221.0,46695.61,100000.0,Desktop,Saturday,Yes D432VJ94,American Express,Online Shopping,46565.0,2020-12-06 09:51:13,Kolkata,East,76.0,Female,44968.0,38145.05,50000.0,Point-of-Sale Terminal,Sunday,Yes E700JY46,RuPay,Entertainment,80902.0,2020-12-06 10:49:35,Lucknow,North,58.0,Female,137933.0,34278.6,100000.0,Contactless Payment Device,Sunday,No I827YB96,Mastercard,Education,74483.0,2020-12-06 17:23:58,Lucknow,North,80.0,Female,130934.0,57571.7,100000.0,Mobile,Sunday,No F562CS39,Visa,Utility bill,51649.0,2020-12-07 02:49:07,Ahmedabad,West,57.0,Male,187325.0,29172.63,150000.0,Point-of-Sale Terminal,Monday,No F995UO80,American Express,Dining,41135.0,2020-12-07 09:51:02,Pune,West,65.0,Male,69315.0,49223.89,50000.0,Point-of-Sale Terminal,Monday,No L479EA22,Mastercard,Education,39645.0,2020-12-07 15:51:31,Mumbai,West,77.0,Female,36376.0,35899.01,50000.0,Contactless Payment Device,Monday,No A221VC78,American Express,Education,26954.0,2020-12-07 20:40:08,Delhi,North,62.0,Female,53015.0,33049.09,50000.0,Mobile,Monday,No Z437SX26,,Retail,71363.0,2020-12-08 18:34:00,Mumbai,West,71.0,Male,202073.0,82832.19,150000.0,Point-of-Sale Terminal,Tuesday,Yes H424GM95,American Express,Healthcare,38223.0,2020-12-08 18:49:24,Mumbai,West,33.0,Male,62609.0,44873.93,50000.0,Desktop,Tuesday,No G645TG51,RuPay,Healthcare,63100.0,2020-12-09 04:17:13,Surat,West,78.0,Female,172947.0,83921.92,200000.0,Mobile,Wednesday,No I119AJ87,Mastercard,Healthcare,34703.0,2020-12-09 04:49:56,Pune,West,34.0,Female,63293.0,20281.1,50000.0,Unknown,Wednesday,Yes L941QT90,American Express,Retail,53522.0,2020-12-09 11:33:23,Pune,West,61.0,Male,166567.0,44268.4,200000.0,Mobile,Wednesday,Yes J900PE39,Mastercard,Transportation,98334.0,2020-12-09 14:54:32,Ahmedabad,West,73.0,Female,79003.0,88478.08,100000.0,Point-of-Sale Terminal,Wednesday,Yes N938KP18,Visa,Retail,38444.0,2020-12-09 20:33:50,Patna,East,,Male,68307.0,33345.84,50000.0,Unknown,Wednesday,Yes W703VI32,Mastercard,Healthcare,132900.0,2020-12-09 20:51:22,Jaipur,North,59.0,Male,207659.0,82307.68,150000.0,Point-of-Sale Terminal,Wednesday,No R406KZ97,Visa,Education,132697.0,2020-12-09 22:20:07,Jaipur,North,66.0,Male,277972.0,156233.88,200000.0,Contactless Payment Device,Wednesday,No M906DK46,Visa,Utility bill,38984.0,2020-12-10 16:37:32,Chennai,South,28.0,Female,158918.0,30424.38,150000.0,Mobile,Thursday,Yes N619VQ14,Mastercard,Online Shopping,43583.0,2020-12-10 17:23:27,Patna,East,37.0,Male,175497.0,22963.08,200000.0,Mobile,Thursday,No P415CO90,Visa,Healthcare,66721.0,2020-12-10 23:22:09,Surat,West,53.0,Female,240659.0,89241.07,200000.0,Desktop,Thursday,Yes D199AG47,Mastercard,Online Shopping,53230.0,2020-12-11 00:23:59,Mumbai,West,51.0,Male,185833.0,35359.43,200000.0,Point-of-Sale Terminal,Friday,Yes S292AR64,Visa,Dining,142512.0,2020-12-11 02:17:57,Kochi,South,69.0,Female,207667.0,114624.17,150000.0,Desktop,Friday,No A767FZ48,RuPay,Online Shopping,95467.0,2020-12-11 09:50:46,Kolkata,East,22.0,Male,131411.0,123906.44,150000.0,Unknown,Friday,No O539IJ91,Mastercard,Dining,70360.0,2020-12-11 17:38:52,Kolkata,East,19.0,Male,123343.0,31144.75,100000.0,Unknown,Friday,Yes Z495CE36,Mastercard,Online Shopping,169909.0,2020-12-11 21:36:06,Delhi,North,23.0,Male,280859.0,95099.56,200000.0,Mobile,Friday,No B634LK46,RuPay,Retail,54486.0,2020-12-12 10:15:50,Patna,East,69.0,Female,176895.0,67914.2,150000.0,Unknown,Saturday,No C490BF33,Mastercard,Entertainment,88168.0,2020-12-12 16:51:24,Bengaluru,South,48.0,Female,188960.0,99592.57,150000.0,Mobile,Saturday,No D245OS46,Mastercard,Utility bill,61941.0,2020-12-13 01:50:49,Pune,West,63.0,Female,109727.0,25903.15,100000.0,Desktop,Sunday,Yes M876YG30,Mastercard,Utility bill,71567.0,2020-12-13 04:03:24,Kochi,South,40.0,Male,177535.0,63275.96,150000.0,Unknown,Sunday,Yes A111BV70,RuPay,Utility bill,96301.0,2020-12-13 06:13:01,Ahmedabad,West,20.0,Female,214673.0,92476.47,200000.0,Unknown,Sunday,No P317KC25,Visa,Education,27818.0,2020-12-13 07:05:10,Bengaluru,South,45.0,Female,44605.0,37954.05,50000.0,Contactless Payment Device,Sunday,Yes R775HW20,RuPay,Utility bill,44717.0,2020-12-13 08:01:27,Kolkata,East,50.0,Male,72669.0,21808.33,50000.0,Contactless Payment Device,Sunday,Yes V559GN46,American Express,Dining,90907.0,2020-12-13 08:14:54,Patna,East,24.0,Female,142656.0,73374.8,100000.0,Unknown,Sunday,No T444PW25,Mastercard,Education,60230.0,2020-12-13 09:11:57,Mumbai,West,76.0,Male,142261.0,35283.96,150000.0,Desktop,Sunday,No Q922FF24,Mastercard,Retail,39429.0,2020-12-13 17:27:49,Surat,West,75.0,Female,52350.0,39732.04,50000.0,Point-of-Sale Terminal,Sunday,Yes J987WQ45,Mastercard,Entertainment,34404.0,2020-12-13 18:05:53,Patna,East,43.0,Male,53586.0,32610.99,50000.0,Desktop,Sunday,Yes P628DV24,Mastercard,Retail,85161.0,2020-12-13 20:19:42,Delhi,North,66.0,Female,97475.0,42859.5,100000.0,Mobile,Sunday,No N792IU83,RuPay,Online Shopping,98919.0,2020-12-14 09:31:31,Bengaluru,South,70.0,Male,70019.0,59163.26,100000.0,Mobile,Monday,No K828NQ95,Visa,Utility bill,57003.0,2020-12-14 13:20:13,Hyderabad,South,43.0,Female,75508.0,64126.85,100000.0,Point-of-Sale Terminal,Monday,Yes H461FW81,Visa,Retail,94662.0,2020-12-15 16:13:33,Delhi,North,27.0,Male,211721.0,109095.72,200000.0,Point-of-Sale Terminal,Tuesday,No N375EG79,Mastercard,Education,40082.0,2020-12-16 03:25:01,Hyderabad,South,48.0,Male,104568.0,50778.09,100000.0,Mobile,Wednesday,Yes Q929LU37,Mastercard,Transportation,61212.0,2020-12-16 05:52:06,Mumbai,West,28.0,Male,178079.0,55480.7,150000.0,Unknown,Wednesday,No G439EQ62,RuPay,Online Shopping,34643.0,2020-12-16 22:09:53,Lucknow,North,62.0,Male,38932.0,47438.78,50000.0,Mobile,Wednesday,No G939NZ40,Visa,Healthcare,37742.0,2020-12-17 09:04:57,Mumbai,West,25.0,Female,41714.0,21776.21,50000.0,Mobile,Thursday,No D305RE44,Visa,Online Shopping,118988.0,2020-12-17 09:34:49,Pune,West,56.0,Female,172948.0,132747.66,200000.0,Mobile,Thursday,No N411KN89,American Express,Healthcare,75539.0,2020-12-17 23:53:54,Pune,West,34.0,Male,100977.0,38831.61,100000.0,Contactless Payment Device,Thursday,No P990UB32,RuPay,Dining,143146.0,2020-12-18 08:55:39,Jaipur,North,72.0,Female,109332.0,109874.44,150000.0,Contactless Payment Device,Friday,No A819SK30,Mastercard,Online Shopping,70689.0,2020-12-18 12:10:41,Ahmedabad,West,48.0,Male,113965.0,35442.04,100000.0,Mobile,Friday,No Y424CH48,RuPay,Transportation,146211.0,2020-12-18 18:37:11,Jaipur,North,25.0,Female,274534.0,197335.35,200000.0,Point-of-Sale Terminal,Friday,No V331CT18,Mastercard,Entertainment,183761.0,2020-12-18 22:12:31,Patna,East,47.0,Male,234948.0,189415.4,200000.0,Desktop,Friday,No E586PD61,RuPay,Utility bill,88964.0,2020-12-18 22:47:49,Ahmedabad,West,23.0,Female,138319.0,64337.86,100000.0,Mobile,Friday,No T576AI29,Mastercard,Dining,67314.0,2020-12-19 00:12:02,Bengaluru,South,78.0,Female,121787.0,56689.99,100000.0,Unknown,Saturday,No Y956HU43,RuPay,Transportation,60537.0,2020-12-19 11:22:56,Kolkata,East,24.0,Female,177777.0,62671.48,150000.0,Unknown,Saturday,No E456SC86,Mastercard,Retail,98306.0,2020-12-19 22:02:53,Mumbai,West,69.0,Male,143471.0,53006.26,100000.0,Point-of-Sale Terminal,Saturday,No E376KS99,Visa,Education,71193.0,2020-12-20 04:08:38,Pune,West,43.0,Male,131358.0,80754.93,100000.0,Desktop,Sunday,Yes B810TO99,Mastercard,Utility bill,144913.0,2020-12-20 04:30:07,Pune,West,31.0,Male,147148.0,75159.98,150000.0,Desktop,Sunday,Yes O730QU49,Visa,Online Shopping,32084.0,2020-12-20 05:51:23,Pune,West,42.0,Female,72655.0,13302.94,100000.0,Point-of-Sale Terminal,Sunday,No H850QR61,Mastercard,Utility bill,81911.0,2020-12-20 06:22:46,Chennai,South,18.0,Male,120185.0,106055.25,150000.0,Unknown,Sunday,No L591YO89,Mastercard,Transportation,162521.0,2020-12-20 14:29:15,Chennai,South,60.0,Male,245072.0,170443.43,200000.0,Desktop,Sunday,Yes T302HQ72,American Express,Education,76845.0,2020-12-20 19:06:49,Mumbai,West,28.0,Female,142417.0,47749.07,100000.0,Unknown,Sunday,No A731BW71,RuPay,Entertainment,40995.0,2020-12-20 21:30:13,Jaipur,North,56.0,Male,88537.0,22962.1,100000.0,Mobile,Sunday,No J253UI47,Mastercard,Retail,137964.0,2020-12-21 08:29:44,Kochi,South,50.0,Female,177570.0,84643.56,150000.0,Unknown,Monday,Yes K499SY48,Mastercard,Healthcare,57839.0,2020-12-21 09:19:20,Delhi,North,66.0,Male,176887.0,64696.53,150000.0,Unknown,Monday,Yes H629OK77,Visa,Retail,48885.0,2020-12-21 17:59:28,Lucknow,North,75.0,Female,37192.0,48929.77,50000.0,Desktop,Monday,No O373IX92,RuPay,Online Shopping,122042.0,2020-12-22 01:12:51,Delhi,North,64.0,Male,151693.0,88272.01,200000.0,Unknown,Tuesday,No O488UR13,Mastercard,Dining,98294.0,2020-12-22 08:28:39,Hyderabad,South,75.0,Female,94022.0,96539.28,100000.0,Unknown,Tuesday,Yes A926DS45,Visa,Online Shopping,41006.0,2020-12-22 16:21:45,Jaipur,North,32.0,Female,146820.0,39235.16,100000.0,Point-of-Sale Terminal,Tuesday,No M573DW67,Mastercard,Utility bill,50901.0,2020-12-22 19:54:59,Kolkata,East,74.0,Female,179711.0,52541.95,150000.0,Unknown,Tuesday,No X228MG96,Visa,Entertainment,25291.0,2020-12-23 00:22:19,Bengaluru,South,71.0,Female,36642.0,26297.24,50000.0,Desktop,Wednesday,No G981RJ13,Mastercard,Online Shopping,128170.0,2020-12-23 11:00:20,Bengaluru,South,48.0,Female,172664.0,123029.5,150000.0,Mobile,Wednesday,No Q106PD98,Mastercard,Online Shopping,81967.0,2020-12-23 13:35:51,Ahmedabad,West,25.0,Male,96015.0,71592.84,100000.0,Unknown,Wednesday,No I262EP58,American Express,Education,140053.0,2020-12-23 18:24:20,Surat,West,22.0,Male,197601.0,105717.8,150000.0,Desktop,Wednesday,Yes D917EG30,Visa,Online Shopping,82036.0,2020-12-23 19:20:12,Surat,West,76.0,Female,128214.0,43181.13,100000.0,Contactless Payment Device,Wednesday,Yes J610UI48,American Express,Entertainment,104229.0,2020-12-23 20:37:57,Surat,West,76.0,Male,153294.0,143840.49,150000.0,Unknown,Wednesday,No M288NI39,RuPay,Education,111569.0,2020-12-24 22:03:24,Surat,West,61.0,Male,296844.0,135926.21,200000.0,Unknown,Thursday,No Y694PC88,Mastercard,Utility bill,26332.0,2020-12-24 23:24:23,Chennai,South,76.0,Male,41300.0,20657.28,50000.0,Unknown,Thursday,No N659BB60,Visa,Online Shopping,59125.0,2020-12-25 14:29:46,Bengaluru,South,53.0,Female,144821.0,66615.23,100000.0,Mobile,Friday,No V976SE77,Mastercard,Transportation,99877.0,2020-12-25 19:08:34,Ahmedabad,West,58.0,Female,158954.0,109117.37,150000.0,Desktop,Friday,No F812DQ87,Visa,Online Shopping,46694.0,2020-12-25 21:18:34,Mumbai,West,75.0,Male,102835.0,46500.97,100000.0,Point-of-Sale Terminal,Friday,No Z449QJ58,RuPay,Utility bill,132954.0,2020-12-26 04:03:54,Patna,East,42.0,Female,193380.0,97895.72,200000.0,Contactless Payment Device,Saturday,No N279GJ41,RuPay,Entertainment,97572.0,2020-12-26 09:30:15,Ahmedabad,West,77.0,Female,227858.0,66393.36,200000.0,Unknown,Saturday,No A416AX48,Mastercard,Education,178230.0,2020-12-26 14:14:46,Ahmedabad,West,63.0,Male,250737.0,143683.64,200000.0,Mobile,Saturday,No H583NF80,Visa,Education,98301.0,2020-12-26 18:48:44,Ahmedabad,West,61.0,Female,141174.0,109113.96,150000.0,Unknown,Saturday,No K423MS78,Visa,Retail,43306.0,2020-12-26 19:04:50,Surat,West,18.0,Male,46677.0,21863.08,50000.0,Desktop,Saturday,Yes B771FD31,RuPay,Retail,82654.0,2020-12-27 14:00:42,Lucknow,North,30.0,Female,211263.0,104040.31,150000.0,Desktop,Sunday,Yes M371SC42,Visa,Transportation,80919.0,2020-12-27 16:03:44,Lucknow,North,34.0,Male,92457.0,68839.25,100000.0,Contactless Payment Device,Sunday,No W585YX46,Mastercard,Healthcare,164728.0,2020-12-27 20:30:38,Surat,West,36.0,Female,237091.0,145410.08,200000.0,Mobile,Sunday,Yes F720SN87,Visa,Retail,56881.0,2020-12-28 00:52:28,Kolkata,East,34.0,Female,121813.0,24539.7,100000.0,Contactless Payment Device,Monday,Yes I555XR22,Visa,Retail,31487.0,2020-12-28 04:33:21,Pune,West,60.0,Male,,25322.48,50000.0,Mobile,Monday,No I961LC18,Mastercard,Entertainment,39427.0,2020-12-28 08:28:00,Jaipur,North,39.0,Female,51446.0,32306.07,50000.0,Point-of-Sale Terminal,Monday,No P926DL28,RuPay,Retail,27660.0,2020-12-28 09:47:49,Chennai,South,44.0,Male,45238.0,26084.06,50000.0,Desktop,Monday,No D889PX34,American Express,Dining,132332.0,2020-12-28 16:24:16,Kolkata,East,34.0,Male,176348.0,,150000.0,Mobile,Monday,No P128HS78,RuPay,Online Shopping,76055.0,2020-12-28 17:06:34,Surat,West,36.0,Male,146623.0,53757.54,100000.0,Contactless Payment Device,Monday,Yes Y887LD52,Visa,Online Shopping,44733.0,2020-12-28 22:47:17,Bengaluru,South,65.0,,279023.0,42013.34,200000.0,Mobile,Monday,No M971UW52,Mastercard,Retail,91195.0,2020-12-29 13:51:46,Delhi,North,53.0,Male,103726.0,,100000.0,Mobile,Tuesday,Yes I543YW61,American Express,Retail,99387.0,2020-12-29 15:34:21,Delhi,North,53.0,Male,179902.0,77732.59,150000.0,,Tuesday,Yes D612HY80,Visa,Online Shopping,108253.0,2020-12-29 23:52:30,Patna,East,55.0,Female,211679.0,93326.77,200000.0,Mobile,Tuesday,No R788HG48,Mastercard,Retail,40770.0,2020-12-30 05:41:24,Surat,West,48.0,Male,179165.0,18768.29,150000.0,Unknown,Wednesday,No U142FF35,Visa,Online Shopping,91550.0,2020-12-30 05:47:32,Hyderabad,South,26.0,Female,135331.0,51885.56,150000.0,Desktop,Wednesday,Yes P861YE65,Mastercard,Retail,54390.0,2020-12-30 10:38:28,Kochi,South,24.0,Female,215805.0,,150000.0,Contactless Payment Device,Wednesday,No F933LE65,American Express,Dining,89047.0,2020-12-30 21:05:24,Pune,West,74.0,Female,219682.0,36714.94,150000.0,Contactless Payment Device,Wednesday,No I747CH95,RuPay,Online Shopping,190836.0,2020-12-30 22:23:12,Delhi,North,73.0,Male,263482.0,,200000.0,Unknown,Wednesday,Yes I506IJ47,Mastercard,Online Shopping,31749.0,2020-12-31 11:12:56,Hyderabad,South,66.0,Female,148655.0,43448.94,100000.0,Desktop,Thursday,Yes Z989VU76,Visa,Online Shopping,43047.0,2020-12-31 11:23:24,Surat,West,22.0,Female,47368.0,44319.9,50000.0,Desktop,Thursday,Yes N650LM96,RuPay,Retail,28870.0,2021-01-01 05:11:43,Lucknow,North,59.0,Male,79217.0,39815.6,100000.0,Contactless Payment Device,Friday,No V967QI64,American Express,Dining,41476.0,2021-01-01 08:19:46,Jaipur,North,78.0,Female,132732.0,26721.12,150000.0,Unknown,Friday,No E583OW67,American Express,Healthcare,71801.0,2021-01-01 12:41:59,Hyderabad,South,24.0,Female,98036.0,73167.82,100000.0,Point-of-Sale Terminal,Friday,No N485EN52,American Express,Retail,56135.0,2021-01-01 17:10:52,Patna,East,19.0,Female,113714.0,45260.08,150000.0,Desktop,Friday,No H421PO11,RuPay,Healthcare,29270.0,2021-01-01 17:46:07,Kochi,South,67.0,Male,74884.0,38707.65,50000.0,Mobile,Friday,No C982BX21,Visa,Education,30212.0,2021-01-02 02:17:41,Kochi,South,20.0,Female,126238.0,36337.96,100000.0,Mobile,Saturday,No T706FJ25,Mastercard,Healthcare,58399.0,2021-01-02 06:13:36,Pune,West,56.0,Female,152984.0,,200000.0,Contactless Payment Device,Saturday,No H480XI11,Visa,Dining,53448.0,2021-01-02 12:00:03,Patna,East,65.0,Female,125378.0,23004.17,100000.0,Desktop,Saturday,No E483CK10,American Express,Retail,30901.0,2021-01-02 15:31:11,Delhi,North,35.0,Female,118809.0,15459.68,100000.0,Contactless Payment Device,Saturday,Yes O932IM48,RuPay,Utility bill,26746.0,2021-01-02 17:42:27,Kochi,South,22.0,Female,68401.0,10957.71,50000.0,Desktop,Saturday,No U484JJ38,RuPay,Online Shopping,94962.0,2021-01-02 19:34:30,Patna,East,59.0,Female,183959.0,47033.77,150000.0,Point-of-Sale Terminal,Saturday,No P890FB41,Visa,Retail,86518.0,2021-01-02 21:19:04,Lucknow,North,24.0,Male,106567.0,,150000.0,Unknown,Saturday,No J784CT79,Visa,Online Shopping,42025.0,2021-01-02 23:29:42,Patna,East,68.0,Male,42655.0,44884.0,50000.0,Desktop,Saturday,No U532HZ67,Mastercard,Retail,50368.0,2021-01-03 07:12:53,Kolkata,East,40.0,Female,111941.0,50247.78,100000.0,Desktop,Sunday,No L221DJ89,Visa,Retail,59017.0,2021-01-03 20:03:52,Patna,East,,Female,100244.0,80984.7,100000.0,Desktop,Sunday,No Z924XJ78,Visa,Retail,33849.0,2021-01-03 23:51:21,Mumbai,West,46.0,Male,60656.0,25950.92,50000.0,Unknown,Sunday,Yes A391FN56,Visa,Online Shopping,29600.0,2021-01-04 02:04:53,Bengaluru,South,40.0,Female,57856.0,13800.44,50000.0,Contactless Payment Device,Monday,No N452FK35,Mastercard,Utility bill,29814.0,2021-01-04 08:31:44,Mumbai,West,34.0,Male,93763.0,37618.85,100000.0,Point-of-Sale Terminal,Monday,No N315HN78,Mastercard,Healthcare,137319.0,2021-01-04 12:50:19,Patna,East,56.0,Male,287711.0,137245.08,200000.0,Contactless Payment Device,Monday,No W771IT13,Visa,Retail,52881.0,2021-01-04 13:58:15,Kolkata,East,61.0,Female,,46071.87,100000.0,Desktop,Monday,No O455PT71,Visa,Education,36220.0,2021-01-05 00:15:25,Hyderabad,South,43.0,Female,49748.0,37109.15,50000.0,Contactless Payment Device,Tuesday,No D766MD79,RuPay,Utility bill,39427.0,2021-01-05 09:58:09,Kochi,South,55.0,Male,72226.0,24953.97,50000.0,Mobile,Tuesday,No Y274CG92,Mastercard,Entertainment,78517.0,2021-01-06 08:12:35,Bengaluru,South,32.0,Male,184639.0,43359.52,150000.0,Point-of-Sale Terminal,Wednesday,No Q708HF59,Visa,Education,32750.0,2021-01-07 07:29:51,Bengaluru,South,80.0,Female,56718.0,24204.75,50000.0,Mobile,Thursday,No Z945DY46,Mastercard,Transportation,30416.0,2021-01-07 12:35:35,Pune,West,25.0,Female,45275.0,23807.22,50000.0,Desktop,Thursday,No P646MK87,Visa,Retail,31721.0,2021-01-08 02:01:23,Chennai,South,35.0,Female,157130.0,17566.81,150000.0,Contactless Payment Device,Friday,No Z311QH73,Visa,Entertainment,29836.0,2021-01-08 04:56:12,Bengaluru,South,66.0,Male,61339.0,34348.52,50000.0,Contactless Payment Device,Friday,No Q762JF72,RuPay,Retail,41738.0,2021-01-08 06:14:31,Chennai,South,60.0,Female,159056.0,36597.46,200000.0,Mobile,Friday,Yes D527YC64,Mastercard,Utility bill,47380.0,2021-01-08 06:39:09,Chennai,South,18.0,Female,42317.0,33651.48,50000.0,Point-of-Sale Terminal,Friday,No D273PK42,RuPay,Entertainment,122029.0,2021-01-08 17:59:20,Kolkata,East,71.0,Female,192414.0,,150000.0,Desktop,Friday,No T456ZV28,RuPay,Utility bill,57893.0,2021-01-08 22:51:00,Lucknow,North,80.0,Male,151458.0,24323.44,150000.0,Unknown,Friday,No R821KY95,RuPay,Education,70567.0,2021-01-08 23:26:47,Surat,West,21.0,Male,251709.0,42719.0,200000.0,Unknown,Friday,No R855SS80,Visa,Online Shopping,48486.0,2021-01-09 00:50:44,Kochi,South,56.0,Male,,40922.14,50000.0,Point-of-Sale Terminal,Saturday,Yes X868PL92,RuPay,Online Shopping,87442.0,2021-01-09 02:35:59,Hyderabad,South,19.0,Male,187926.0,104643.88,150000.0,Point-of-Sale Terminal,Saturday,No K238NK50,Visa,Online Shopping,54913.0,2021-01-09 06:25:22,Patna,East,47.0,Male,121893.0,70704.68,100000.0,Contactless Payment Device,Saturday,Yes Z959MD55,Mastercard,Retail,40481.0,2021-01-09 07:06:22,Surat,West,64.0,Female,37162.0,27606.06,50000.0,Contactless Payment Device,Saturday,No H536AI99,Visa,Utility bill,39433.0,2021-01-09 08:46:34,Kochi,South,49.0,Male,174981.0,34543.52,150000.0,Desktop,Saturday,No X411XP49,Mastercard,Education,150524.0,2021-01-09 12:45:41,Mumbai,West,23.0,Female,140540.0,186602.19,200000.0,Desktop,Saturday,No E429LO93,RuPay,Education,41927.0,2021-01-10 03:35:55,Delhi,North,28.0,Female,65560.0,47467.65,50000.0,Unknown,Sunday,No G190UZ51,RuPay,Entertainment,44343.0,2021-01-10 04:07:39,Hyderabad,South,43.0,Female,87924.0,23369.91,100000.0,Unknown,Sunday,Yes E946AF78,RuPay,Dining,42862.0,2021-01-10 11:40:15,Kochi,South,44.0,Female,60544.0,40179.56,50000.0,Unknown,Sunday,No Y349ZG39,RuPay,Online Shopping,42099.0,2021-01-10 11:51:24,Patna,East,45.0,,65518.0,,50000.0,Unknown,Sunday,No F264JY14,Visa,Online Shopping,66041.0,2021-01-11 05:28:00,Mumbai,West,44.0,Male,,74518.11,200000.0,Unknown,Monday,Yes T277QQ61,Mastercard,Entertainment,39901.0,2021-01-12 05:12:12,Patna,East,56.0,Female,57918.0,30411.59,50000.0,Unknown,Tuesday,No U287GT54,Visa,Education,32088.0,2021-01-12 07:47:39,Delhi,North,56.0,Male,68754.0,13695.49,50000.0,Mobile,Tuesday,No I464PP42,Mastercard,Transportation,28139.0,2021-01-12 09:09:40,Delhi,North,59.0,Female,205554.0,34383.53,150000.0,Unknown,Tuesday,No X584WE21,RuPay,Online Shopping,27304.0,2021-01-12 11:02:04,Kochi,South,68.0,Female,151498.0,24089.67,200000.0,Unknown,Tuesday,No N357SZ92,American Express,Online Shopping,40656.0,2021-01-12 16:47:10,Mumbai,West,49.0,Male,63855.0,18809.78,50000.0,Contactless Payment Device,Tuesday,No F735GR41,Visa,Retail,106244.0,2021-01-12 17:21:12,Delhi,North,72.0,Male,215904.0,85843.5,150000.0,Point-of-Sale Terminal,Tuesday,No C160PS43,Visa,Online Shopping,63639.0,2021-01-13 08:57:45,Lucknow,North,38.0,Male,,44127.98,100000.0,Contactless Payment Device,Wednesday,No U492JM88,Visa,Utility bill,25840.0,2021-01-13 09:05:16,Hyderabad,South,46.0,Female,82299.0,25980.9,100000.0,Desktop,Wednesday,Yes H556OM34,RuPay,Retail,38669.0,2021-01-13 18:19:11,Mumbai,West,76.0,Female,165666.0,27726.21,150000.0,Desktop,Wednesday,No F228RM91,Mastercard,Healthcare,45968.0,2021-01-13 19:21:09,Lucknow,North,56.0,Male,46292.0,37055.26,50000.0,Contactless Payment Device,Wednesday,Yes N202BT84,Visa,Dining,193048.0,2021-01-14 00:27:51,Mumbai,West,43.0,Female,207584.0,179503.76,200000.0,Unknown,Thursday,No R808HZ75,Mastercard,Online Shopping,49524.0,2021-01-14 04:38:14,Jaipur,North,41.0,Female,37837.0,28756.35,50000.0,Unknown,Thursday,No Y414PX32,Visa,Dining,54698.0,2021-01-14 14:41:05,Jaipur,North,59.0,Male,144980.0,,100000.0,Unknown,Thursday,Yes Q748PL26,Visa,Dining,49284.0,2021-01-14 19:30:16,Pune,West,62.0,Female,41772.0,44999.7,50000.0,Point-of-Sale Terminal,Thursday,No T347VL83,Mastercard,Utility bill,34353.0,2021-01-14 19:41:16,Pune,West,72.0,Female,54512.0,33862.51,50000.0,Mobile,Thursday,No X837GV14,Mastercard,Transportation,44574.0,2021-01-15 04:24:52,Mumbai,West,22.0,Male,67406.0,40574.05,50000.0,Mobile,Friday,Yes F296UK62,American Express,Transportation,73623.0,2021-01-15 19:20:28,Mumbai,West,50.0,Female,,71176.11,150000.0,Unknown,Friday,Yes B895AK31,Visa,Retail,121794.0,2021-01-15 20:32:19,Hyderabad,South,71.0,Male,147305.0,71500.35,200000.0,Point-of-Sale Terminal,Friday,No R122FJ37,Mastercard,Retail,193361.0,2021-01-16 02:39:53,Bengaluru,South,35.0,Female,269662.0,80249.17,200000.0,Desktop,Saturday,Yes S456QK85,RuPay,Retail,155387.0,2021-01-16 21:30:57,Delhi,North,,Male,271124.0,184947.47,200000.0,Point-of-Sale Terminal,Saturday,No M547EJ56,Visa,Dining,118659.0,2021-01-17 02:35:03,Kochi,South,56.0,Female,238412.0,165094.38,200000.0,Mobile,Sunday,No N217PH47,RuPay,Online Shopping,70812.0,2021-01-17 03:48:10,Jaipur,North,71.0,Male,126399.0,74672.83,100000.0,Contactless Payment Device,Sunday,Yes E863OV43,Visa,Healthcare,38635.0,2021-01-17 11:57:06,Jaipur,North,63.0,Male,118756.0,30862.47,100000.0,Mobile,Sunday,Yes D536JP50,Visa,Online Shopping,165842.0,2021-01-17 16:36:55,Chennai,South,25.0,Female,262747.0,153886.32,200000.0,Point-of-Sale Terminal,Sunday,No E775IL43,Mastercard,Online Shopping,88082.0,2021-01-17 19:13:58,Kolkata,East,75.0,Female,178834.0,74068.38,150000.0,Unknown,Sunday,No I946XW45,RuPay,Retail,101572.0,2021-01-18 02:54:57,Jaipur,North,57.0,Male,155641.0,53739.07,150000.0,Mobile,Monday,No O527FK12,Mastercard,Transportation,44633.0,2021-01-18 14:36:50,Mumbai,West,76.0,Female,60377.0,48041.93,50000.0,Mobile,Monday,No J854DU71,Mastercard,Utility bill,186787.0,2021-01-18 14:47:40,Kochi,South,36.0,Male,221964.0,171705.71,200000.0,Mobile,Monday,No A570FQ70,RuPay,Utility bill,77428.0,2021-01-19 05:54:41,Delhi,North,43.0,Female,189067.0,88844.33,200000.0,Desktop,Tuesday,No Y488QV15,Visa,Retail,140433.0,2021-01-19 20:07:03,Surat,West,71.0,Male,213506.0,135082.92,150000.0,Point-of-Sale Terminal,Tuesday,No X456SH19,Mastercard,Online Shopping,75374.0,2021-01-20 21:22:49,Surat,West,77.0,Female,125701.0,53203.35,100000.0,Point-of-Sale Terminal,Wednesday,No V449LV20,Mastercard,Online Shopping,60524.0,2021-01-23 00:29:08,Jaipur,North,34.0,Male,102222.0,30247.69,100000.0,Contactless Payment Device,Saturday,No L813OC75,RuPay,Online Shopping,101682.0,2021-01-23 06:47:20,Ahmedabad,West,72.0,Male,142403.0,121366.9,150000.0,Contactless Payment Device,Saturday,No W158ZB33,RuPay,Utility bill,35582.0,2021-01-23 17:25:55,Bengaluru,South,31.0,Male,,36795.34,50000.0,Desktop,Saturday,No D373ES56,Visa,Retail,75705.0,2021-01-23 17:45:38,Mumbai,West,43.0,Female,178914.0,95233.49,150000.0,Mobile,Saturday,No L744TP99,RuPay,Healthcare,,2021-01-24 03:50:53,Jaipur,North,74.0,Male,143812.0,140162.83,200000.0,Unknown,Sunday,Yes Y481ZI51,Mastercard,Online Shopping,31442.0,2021-01-24 06:38:39,Jaipur,North,31.0,Male,41216.0,21652.49,50000.0,Desktop,Sunday,No V834HX62,Visa,Online Shopping,131213.0,2021-01-24 10:25:39,Lucknow,North,25.0,Female,149296.0,69377.9,150000.0,Point-of-Sale Terminal,Sunday,Yes Q447SA54,RuPay,Retail,45850.0,2021-01-24 13:48:55,Pune,West,75.0,Female,64332.0,44314.86,50000.0,Mobile,Sunday,No A844LA47,Visa,Entertainment,101957.0,2021-01-25 02:28:26,Patna,East,31.0,Female,168133.0,130298.43,150000.0,Point-of-Sale Terminal,Monday,No E632FM34,American Express,Entertainment,47419.0,2021-01-25 03:07:59,Surat,West,20.0,Male,144599.0,26514.76,100000.0,Unknown,Monday,Yes Z142PD33,RuPay,Transportation,74987.0,2021-01-25 08:52:57,Pune,West,77.0,Male,140502.0,41292.21,150000.0,Point-of-Sale Terminal,Monday,No D484SI79,RuPay,Dining,45530.0,2021-01-25 21:25:19,Delhi,North,33.0,Male,212196.0,58319.19,150000.0,Mobile,Monday,No X542EJ81,Mastercard,Transportation,47461.0,2021-01-25 22:52:19,Lucknow,North,20.0,Male,,45839.97,50000.0,Desktop,Monday,Yes P169BF84,American Express,Online Shopping,74531.0,2021-01-26 03:42:19,Pune,West,71.0,Female,79442.0,40440.29,100000.0,Contactless Payment Device,Tuesday,No R301QP76,RuPay,Dining,34107.0,2021-01-26 08:50:06,Lucknow,North,41.0,Male,38869.0,36637.47,50000.0,Contactless Payment Device,Tuesday,No O422LG72,Visa,Entertainment,31917.0,2021-01-26 13:05:15,Hyderabad,South,,Male,143193.0,16515.37,100000.0,Point-of-Sale Terminal,Tuesday,No V344AI61,American Express,Online Shopping,86158.0,2021-01-26 17:00:25,Bengaluru,South,29.0,Female,,35862.7,100000.0,Mobile,Tuesday,No V428SI93,Visa,Utility bill,118435.0,2021-01-27 00:35:42,Hyderabad,South,,Male,203917.0,129358.72,200000.0,Unknown,Wednesday,No K217FY58,RuPay,Utility bill,134837.0,2021-01-27 12:30:10,Lucknow,North,76.0,Male,217752.0,146708.8,150000.0,Mobile,Wednesday,Yes P785MT34,Mastercard,Education,97024.0,2021-01-27 13:33:44,Hyderabad,South,65.0,Male,292875.0,133545.35,200000.0,Contactless Payment Device,Wednesday,Yes E833XV89,Visa,Online Shopping,86895.0,2021-01-27 15:46:11,Chennai,South,38.0,Male,223141.0,48034.45,150000.0,Unknown,Wednesday,Yes Y229RA40,Mastercard,Healthcare,52306.0,2021-01-27 17:39:30,Pune,West,65.0,Female,177219.0,69677.78,200000.0,Unknown,Wednesday,No C951VX40,American Express,Education,46330.0,2021-01-28 04:27:27,Patna,East,77.0,Male,61633.0,24187.95,50000.0,Point-of-Sale Terminal,Thursday,Yes Y192WA37,Mastercard,Dining,48177.0,2021-01-28 05:35:07,Ahmedabad,West,53.0,Female,43002.0,39669.75,50000.0,Point-of-Sale Terminal,Thursday,No A618RF35,RuPay,Healthcare,63233.0,2021-01-29 03:04:48,Mumbai,West,58.0,Male,195488.0,58723.59,150000.0,Desktop,Friday,No I650MG19,RuPay,Education,74588.0,2021-01-29 17:42:14,Jaipur,North,23.0,Male,113422.0,38029.59,100000.0,Point-of-Sale Terminal,Friday,No B615LB95,Mastercard,Utility bill,35347.0,2021-01-29 20:17:31,Kochi,South,72.0,Female,180104.0,48676.42,150000.0,Point-of-Sale Terminal,Friday,Yes G331MI48,Visa,Online Shopping,67721.0,2021-01-30 03:13:41,Kolkata,East,68.0,Female,102326.0,52156.23,100000.0,Mobile,Saturday,No M448NQ18,Mastercard,Retail,42918.0,2021-01-30 07:30:02,Patna,East,49.0,Female,48677.0,,50000.0,Point-of-Sale Terminal,Saturday,No W455LS95,Mastercard,Transportation,142236.0,2021-01-30 07:45:38,Delhi,North,75.0,Male,220402.0,124499.69,150000.0,Point-of-Sale Terminal,Saturday,No U592SB88,RuPay,Healthcare,30755.0,2021-01-30 09:09:38,Delhi,North,38.0,Female,52718.0,14416.53,50000.0,Contactless Payment Device,Saturday,No S357UJ99,American Express,Entertainment,36051.0,2021-01-30 22:53:56,Kolkata,East,36.0,Female,39835.0,,50000.0,Desktop,Saturday,No N927KX31,Visa,Entertainment,34522.0,2021-01-31 13:42:06,Ahmedabad,West,75.0,Female,84176.0,28724.99,100000.0,Mobile,Sunday,No O376MO47,Mastercard,Entertainment,29934.0,2021-01-31 21:35:09,Ahmedabad,West,27.0,Male,106354.0,35644.06,150000.0,Unknown,Sunday,No Z964AU78,Visa,Online Shopping,66430.0,2021-01-31 22:55:53,Kochi,South,23.0,Male,113316.0,77813.58,100000.0,Desktop,Sunday,No O249YJ68,Visa,Retail,54739.0,2021-02-01 01:31:08,Bengaluru,South,42.0,Male,84497.0,53855.42,100000.0,Contactless Payment Device,Monday,No G215VN71,American Express,Dining,38878.0,2021-02-01 06:50:38,Surat,West,64.0,Male,62987.0,33396.87,50000.0,Point-of-Sale Terminal,Monday,No R483CS89,Mastercard,Healthcare,45028.0,2021-02-01 08:40:49,Mumbai,West,49.0,Male,176812.0,19962.66,150000.0,Unknown,Monday,Yes P635CY66,Mastercard,Retail,179736.0,2021-02-01 18:58:30,Kochi,South,51.0,Male,,,200000.0,Point-of-Sale Terminal,Monday,No D154FE83,RuPay,Healthcare,116714.0,2021-02-01 19:55:54,Bengaluru,South,38.0,Male,261448.0,106681.39,200000.0,Unknown,Monday,No I217VY73,Mastercard,Online Shopping,84475.0,2021-02-02 02:51:40,Hyderabad,South,62.0,Male,,37439.35,100000.0,Contactless Payment Device,Tuesday,Yes P424XT33,Visa,Retail,105527.0,2021-02-02 07:04:43,Kolkata,East,45.0,Female,244084.0,94328.11,200000.0,Contactless Payment Device,Tuesday,No N262NK22,Mastercard,Entertainment,106181.0,2021-02-02 07:15:45,Kolkata,East,31.0,Male,136107.0,116008.08,150000.0,Unknown,Tuesday,No G231MZ82,Mastercard,Online Shopping,54738.0,2021-02-02 19:46:10,Kochi,South,34.0,Female,186921.0,52384.64,200000.0,Unknown,Tuesday,Yes G496FL58,American Express,Entertainment,34243.0,2021-02-04 05:30:30,Bengaluru,South,25.0,Male,64384.0,23447.93,50000.0,Mobile,Thursday,No Y815SY26,Mastercard,Transportation,119081.0,2021-02-04 12:52:26,Bengaluru,South,70.0,Male,288747.0,149107.28,200000.0,Desktop,Thursday,Yes C257PZ69,Visa,Entertainment,145357.0,2021-02-05 05:54:39,Bengaluru,South,42.0,Female,107936.0,58643.19,150000.0,Contactless Payment Device,Friday,Yes D743OA21,Visa,Online Shopping,131308.0,2021-02-05 15:52:15,Hyderabad,South,28.0,Male,229045.0,135550.01,200000.0,Mobile,Friday,Yes W552QD43,Visa,Online Shopping,144490.0,2021-02-05 16:34:17,Chennai,South,54.0,Female,217488.0,78983.04,150000.0,Mobile,Friday,No R759UV15,Visa,Transportation,67383.0,2021-02-05 21:28:34,Patna,East,80.0,Female,76358.0,56539.97,100000.0,Contactless Payment Device,Friday,No W783AH23,Visa,Healthcare,74966.0,2021-02-06 00:40:43,Jaipur,North,56.0,Male,86515.0,44132.95,100000.0,Point-of-Sale Terminal,Saturday,No C744RI25,Visa,Entertainment,41494.0,2021-02-06 07:26:24,Kolkata,East,21.0,Female,193436.0,47762.63,150000.0,Contactless Payment Device,Saturday,No M478BO58,American Express,Online Shopping,31457.0,2021-02-06 16:14:12,Jaipur,North,36.0,Male,74991.0,42644.24,50000.0,Mobile,Saturday,No B121PT38,Visa,Online Shopping,39208.0,2021-02-06 18:10:23,Bengaluru,South,78.0,Female,49270.0,31735.43,50000.0,Desktop,Saturday,No C677AY77,RuPay,Retail,60207.0,2021-02-06 18:32:52,Delhi,North,66.0,Male,85115.0,63607.37,100000.0,Contactless Payment Device,Saturday,No X743UQ29,Visa,Dining,40637.0,2021-02-07 05:03:47,Surat,West,38.0,Male,36307.0,46288.52,50000.0,Unknown,Sunday,No C492EK92,Visa,Online Shopping,68327.0,2021-02-07 06:48:47,Delhi,North,20.0,Female,251674.0,88285.73,200000.0,Contactless Payment Device,Sunday,No O822YE46,Mastercard,Retail,35391.0,2021-02-07 13:38:25,Mumbai,West,79.0,Male,45892.0,18987.38,50000.0,Desktop,Sunday,Yes H549TE14,Visa,Utility bill,95246.0,2021-02-07 14:52:06,Lucknow,North,77.0,Male,126574.0,65185.82,100000.0,Unknown,Sunday,No S168DM51,Mastercard,Transportation,41226.0,2021-02-07 21:09:24,Pune,West,50.0,Male,97206.0,42497.86,100000.0,Unknown,Sunday,No G234MY80,RuPay,Education,92799.0,2021-02-08 14:51:55,Bengaluru,South,19.0,Female,99295.0,45311.73,100000.0,Contactless Payment Device,Monday,No C616ZN49,Mastercard,Retail,197378.0,2021-02-08 17:41:06,Jaipur,North,72.0,Female,246614.0,115241.99,200000.0,Unknown,Monday,Yes N424ET89,RuPay,Online Shopping,32342.0,2021-02-09 05:46:51,Ahmedabad,West,18.0,Female,63268.0,37527.23,50000.0,Desktop,Tuesday,No V386ZY75,Visa,Retail,37643.0,2021-02-09 11:41:00,Jaipur,North,40.0,Male,54776.0,20391.79,50000.0,Point-of-Sale Terminal,Tuesday,No J326GV94,RuPay,Dining,38427.0,2021-02-10 22:56:35,Bengaluru,South,54.0,Female,69708.0,44885.86,50000.0,Unknown,Wednesday,No G698SY89,Mastercard,Education,30505.0,2021-02-11 06:53:09,Surat,West,31.0,Female,70500.0,23968.23,50000.0,Mobile,Thursday,No S926BG55,Visa,Retail,69785.0,2021-02-11 09:04:29,Lucknow,North,26.0,Male,299500.0,51868.9,200000.0,Mobile,Thursday,No Y161KD74,Visa,Online Shopping,52470.0,2021-02-11 17:50:00,Chennai,South,68.0,Female,75465.0,54949.44,100000.0,Mobile,Thursday,No Z452PG19,American Express,Dining,48411.0,2021-02-12 17:49:50,Hyderabad,South,72.0,Female,50202.0,39278.45,50000.0,Contactless Payment Device,Friday,Yes W624WQ81,Visa,Education,99541.0,2021-02-12 21:00:00,Chennai,South,55.0,Male,103791.0,85701.38,100000.0,Point-of-Sale Terminal,Friday,Yes F324KC41,RuPay,Online Shopping,57545.0,2021-02-13 11:43:00,Patna,East,29.0,Female,71616.0,29082.95,100000.0,Unknown,Saturday,No V289DH45,American Express,Healthcare,75697.0,2021-02-13 17:53:29,Patna,East,28.0,Female,161751.0,46354.62,150000.0,Contactless Payment Device,Saturday,Yes O915YC59,Mastercard,Transportation,31042.0,2021-02-14 00:48:49,Surat,West,25.0,Male,147446.0,36358.64,150000.0,Unknown,Sunday,No T565XU30,American Express,Utility bill,92053.0,2021-02-14 15:48:32,Kochi,South,29.0,Male,148711.0,78536.68,100000.0,Mobile,Sunday,No X720UL42,Mastercard,Retail,57543.0,2021-02-14 21:35:16,Jaipur,North,52.0,Female,,68768.08,200000.0,Desktop,Sunday,No S531GW37,Visa,Transportation,149145.0,2021-02-15 01:34:57,Chennai,South,78.0,Female,109158.0,121433.94,150000.0,Point-of-Sale Terminal,Monday,No D676KG40,Visa,Transportation,34190.0,2021-02-15 03:05:08,Mumbai,West,36.0,Female,218422.0,31103.53,200000.0,Point-of-Sale Terminal,Monday,No D711NP42,Visa,Retail,86833.0,2021-02-15 06:30:32,Pune,West,37.0,Female,198180.0,98352.41,150000.0,Point-of-Sale Terminal,Monday,No I895OE69,RuPay,Retail,49462.0,2021-02-15 07:03:42,Kolkata,East,51.0,Female,36552.0,27509.03,50000.0,Desktop,Monday,Yes Y192KA16,Visa,Online Shopping,146924.0,2021-02-15 20:56:59,Kolkata,East,33.0,Female,,116272.46,200000.0,Unknown,Monday,No O422UD66,Mastercard,Retail,46784.0,2021-02-15 22:58:35,Kochi,South,56.0,Female,81148.0,19409.23,100000.0,Mobile,Monday,No F724ZM46,Mastercard,Healthcare,42310.0,2021-02-17 09:16:43,Kochi,South,,Male,,46079.3,,Unknown,Wednesday,No U651KN24,Visa,Retail,74402.0,2021-02-17 09:52:28,Jaipur,North,74.0,Female,216868.0,80989.12,200000.0,Contactless Payment Device,Wednesday,No L439BM68,Mastercard,Utility bill,39582.0,2021-02-17 12:35:36,Lucknow,North,,Male,,48088.3,150000.0,Contactless Payment Device,Wednesday,No G884YK13,RuPay,Entertainment,112181.0,2021-02-17 15:04:59,Jaipur,North,57.0,Male,154915.0,101835.36,150000.0,Desktop,Wednesday,Yes R814BI82,RuPay,Utility bill,72304.0,2021-02-17 18:07:04,Jaipur,North,26.0,Male,71524.0,84661.64,100000.0,Mobile,Wednesday,No M325WR38,American Express,Retail,125290.0,2021-02-18 07:07:57,Kochi,South,31.0,Male,198951.0,151208.92,200000.0,Contactless Payment Device,Thursday,No M985WK28,Visa,Entertainment,80797.0,2021-02-18 15:42:32,Delhi,North,76.0,Male,74830.0,53697.45,100000.0,Point-of-Sale Terminal,Thursday,Yes V477AS37,American Express,Entertainment,32597.0,2021-02-19 05:57:05,Patna,East,59.0,Male,254650.0,14047.87,200000.0,Desktop,Friday,No F833YA99,Visa,Online Shopping,52094.0,2021-02-19 15:43:45,Mumbai,West,39.0,Male,93991.0,29395.96,100000.0,Point-of-Sale Terminal,Friday,No L735TO63,Visa,Retail,47919.0,2021-02-20 05:31:24,Kolkata,East,70.0,Male,53605.0,20317.25,50000.0,Contactless Payment Device,Saturday,Yes V645OU17,Mastercard,Transportation,90124.0,2021-02-21 00:06:50,Kolkata,East,72.0,Male,180912.0,58885.09,200000.0,Unknown,Sunday,No Z215HV47,American Express,Transportation,79796.0,2021-02-21 07:47:23,Ahmedabad,West,64.0,Male,74023.0,37283.93,100000.0,Point-of-Sale Terminal,Sunday,No O855RH27,Visa,Retail,32705.0,2021-02-21 16:31:42,Hyderabad,South,36.0,Female,68382.0,15548.36,50000.0,Point-of-Sale Terminal,Sunday,No M352OE51,Visa,Online Shopping,143843.0,2021-02-21 17:43:14,Kolkata,East,48.0,Male,188329.0,128394.12,150000.0,Desktop,Sunday,Yes C319FY17,Visa,Dining,129292.0,2021-02-21 21:39:38,Delhi,North,,Female,216153.0,,150000.0,Unknown,Sunday,No S707IL11,RuPay,Healthcare,77971.0,2021-02-21 22:16:35,Kochi,South,39.0,Female,106827.0,85816.78,100000.0,Point-of-Sale Terminal,Sunday,No A858VJ93,Visa,Entertainment,25036.0,2021-02-22 05:33:19,Jaipur,North,24.0,Female,80273.0,27980.94,100000.0,Unknown,Monday,No A397CI68,American Express,Healthcare,44095.0,2021-02-22 06:31:03,Kolkata,East,67.0,Female,60692.0,41519.72,50000.0,Contactless Payment Device,Monday,No V551BQ10,Mastercard,Education,45917.0,2021-02-22 14:27:28,Jaipur,North,55.0,Female,52788.0,21347.9,50000.0,Mobile,Monday,No K646MD69,Mastercard,Transportation,83928.0,2021-02-22 18:32:44,Bengaluru,South,47.0,Female,143258.0,57167.57,150000.0,Contactless Payment Device,Monday,No Y569KU61,Mastercard,Dining,25419.0,2021-02-22 22:33:58,Ahmedabad,West,52.0,Female,66432.0,30963.91,50000.0,Contactless Payment Device,Monday,Yes I522IL51,Visa,Entertainment,30978.0,2021-02-23 05:11:58,Chennai,South,76.0,Male,57242.0,13019.17,50000.0,Contactless Payment Device,Tuesday,No J354SK53,Visa,Transportation,170556.0,2021-02-23 09:53:30,Jaipur,North,71.0,Female,213794.0,114468.22,200000.0,Unknown,Tuesday,No Q599NX39,Visa,Transportation,38234.0,2021-02-23 11:47:27,Kolkata,East,69.0,Female,40774.0,47668.48,50000.0,Unknown,Tuesday,Yes Y504GZ39,Visa,Dining,96188.0,2021-02-23 17:10:05,Bengaluru,South,62.0,Female,200771.0,57549.97,150000.0,Mobile,Tuesday,Yes I317GO34,Mastercard,Healthcare,83984.0,2021-02-23 19:37:27,Pune,West,62.0,Female,106928.0,91405.47,100000.0,Desktop,Tuesday,No D810EI47,RuPay,Education,157869.0,2021-02-23 21:32:27,Kolkata,East,40.0,Male,231302.0,,200000.0,Mobile,Tuesday,No K230UT71,Visa,Education,135324.0,2021-02-23 22:36:56,Jaipur,North,69.0,Female,204082.0,185603.39,200000.0,Unknown,Tuesday,No W440JM38,Visa,Retail,54684.0,2021-02-24 02:48:05,Ahmedabad,West,72.0,Male,123606.0,75673.97,100000.0,Contactless Payment Device,Wednesday,No E112IW70,Visa,Entertainment,128339.0,2021-02-24 03:21:58,Hyderabad,South,66.0,Male,169099.0,60161.98,150000.0,Mobile,Wednesday,Yes H307PB27,American Express,Healthcare,99514.0,2021-02-24 18:26:26,Delhi,North,56.0,Male,71701.0,70136.37,100000.0,Mobile,Wednesday,No K238XK15,Visa,Retail,25765.0,2021-02-24 21:24:17,Jaipur,North,48.0,Male,66615.0,21225.42,50000.0,Contactless Payment Device,Wednesday,No F453PK80,RuPay,Online Shopping,30698.0,2021-02-24 23:41:40,Kochi,South,71.0,Female,125805.0,19851.13,100000.0,Mobile,Wednesday,No Y766YF53,RuPay,Utility bill,49755.0,2021-02-25 05:52:47,Hyderabad,South,60.0,Male,42122.0,45291.43,50000.0,Desktop,Thursday,No N132FH48,Visa,Retail,33843.0,2021-02-25 10:39:30,Jaipur,North,68.0,Male,69155.0,39365.47,50000.0,Contactless Payment Device,Thursday,Yes G482VF90,Visa,Online Shopping,97337.0,2021-02-25 17:46:44,Jaipur,North,70.0,Female,242255.0,54854.43,200000.0,Mobile,Thursday,Yes K196DM99,RuPay,Education,30153.0,2021-02-26 04:39:37,Kolkata,East,,Female,73019.0,27230.22,50000.0,Contactless Payment Device,Friday,No V266QM20,Mastercard,Retail,55783.0,2021-02-26 05:00:36,Surat,West,74.0,Female,123175.0,25698.28,100000.0,Contactless Payment Device,Friday,No M158TM11,Visa,Retail,98343.0,2021-02-26 07:30:44,Chennai,South,31.0,Female,101171.0,72490.88,100000.0,Contactless Payment Device,Friday,No Y529ZY23,RuPay,Transportation,110349.0,2021-02-26 15:12:21,Kochi,South,48.0,Male,142932.0,135552.5,200000.0,Desktop,Friday,No R267QP90,American Express,Online Shopping,29137.0,2021-02-26 20:10:54,Surat,West,75.0,Female,255140.0,21247.59,200000.0,Desktop,Friday,No S931BW12,RuPay,Utility bill,30607.0,2021-02-27 12:44:10,Patna,East,32.0,Female,53594.0,,50000.0,Point-of-Sale Terminal,Saturday,Yes K553AD17,Mastercard,Retail,131446.0,2021-02-27 21:59:26,Kolkata,East,70.0,Female,187688.0,87082.49,150000.0,Contactless Payment Device,Saturday,No X481LS17,Visa,Online Shopping,112438.0,2021-02-28 07:41:20,Pune,West,48.0,Female,,103478.78,150000.0,Desktop,Sunday,Yes B224EU66,American Express,Education,73241.0,2021-02-28 11:12:10,Ahmedabad,West,67.0,Female,105011.0,57007.53,,Mobile,Sunday,Yes S676JV22,Visa,Healthcare,97911.0,2021-02-28 14:17:28,Patna,East,19.0,Female,96359.0,77422.63,100000.0,Contactless Payment Device,Sunday,Yes P201AZ20,Mastercard,Entertainment,26493.0,2021-03-01 03:58:31,Jaipur,North,58.0,Female,,33698.89,50000.0,Unknown,Monday,No V442FU43,RuPay,Utility bill,78408.0,2021-03-01 13:31:52,Lucknow,North,35.0,Male,109507.0,57482.2,150000.0,Mobile,Monday,No S657IE11,Visa,Dining,73222.0,2021-03-01 16:25:11,Ahmedabad,West,78.0,Female,126615.0,97451.87,100000.0,Contactless Payment Device,Monday,No X207JN17,Visa,Entertainment,90738.0,2021-03-02 12:36:48,Patna,East,78.0,Female,111530.0,44812.29,100000.0,Desktop,Tuesday,No G885YN53,Mastercard,Entertainment,37014.0,2021-03-02 20:17:14,Surat,West,21.0,Male,57203.0,26567.7,50000.0,Mobile,Tuesday,No M397RF15,American Express,Retail,55682.0,2021-03-03 00:03:44,Kolkata,East,49.0,Female,84289.0,41613.57,100000.0,Point-of-Sale Terminal,Wednesday,No D480WP53,Visa,Retail,131327.0,2021-03-03 12:19:45,Ahmedabad,West,56.0,Male,215792.0,72154.3,150000.0,Contactless Payment Device,Wednesday,No D988CZ43,Mastercard,Utility bill,37660.0,2021-03-03 21:04:55,Kolkata,East,75.0,Male,269267.0,44936.91,200000.0,Unknown,Wednesday,No D967PL81,Visa,Retail,145306.0,2021-03-03 22:57:29,Chennai,South,40.0,Male,140305.0,140826.66,150000.0,Contactless Payment Device,Wednesday,No K501FM38,Mastercard,Entertainment,165058.0,2021-03-04 01:09:09,Kolkata,East,60.0,Female,,79371.78,200000.0,Mobile,Thursday,No T772IN99,Mastercard,Retail,29071.0,2021-03-04 05:13:53,Mumbai,West,44.0,Male,,,100000.0,Desktop,Thursday,Yes K739OR47,Visa,Transportation,118523.0,2021-03-04 12:24:19,Delhi,North,26.0,Female,119840.0,114198.81,150000.0,Contactless Payment Device,Thursday,Yes C991QD56,Visa,Online Shopping,75281.0,2021-03-04 13:59:16,Chennai,South,73.0,Male,70767.0,83455.28,100000.0,Mobile,Thursday,No H646VB81,RuPay,Retail,87976.0,2021-03-04 16:14:39,Delhi,North,22.0,Male,215734.0,52719.83,150000.0,Unknown,Thursday,No Z549GJ79,Mastercard,Education,59675.0,2021-03-05 17:04:56,Ahmedabad,West,54.0,Male,221379.0,27053.48,150000.0,Unknown,Friday,No T472DD23,Visa,Dining,70196.0,2021-03-06 02:48:21,Pune,West,26.0,Male,,32400.4,100000.0,Desktop,Saturday,No G619ZS62,Mastercard,Retail,36564.0,2021-03-06 05:47:32,Patna,East,65.0,Male,97299.0,,100000.0,Contactless Payment Device,Saturday,Yes H490KF95,Mastercard,Online Shopping,96116.0,2021-03-06 16:43:37,Ahmedabad,West,33.0,Female,145387.0,,150000.0,Contactless Payment Device,Saturday,No I598ZY80,RuPay,Retail,30722.0,2021-03-06 19:17:13,Kochi,South,74.0,Male,221050.0,20086.69,200000.0,Point-of-Sale Terminal,Saturday,No Y731QK96,American Express,Education,33311.0,2021-03-07 03:35:35,Bengaluru,South,75.0,Male,63251.0,,50000.0,Desktop,Sunday,Yes G624PN50,Visa,Utility bill,59204.0,2021-03-07 10:02:36,Ahmedabad,West,65.0,Male,198651.0,66646.41,150000.0,Point-of-Sale Terminal,Sunday,No S627FR84,Mastercard,Transportation,42636.0,2021-03-07 11:41:05,Kochi,South,35.0,Female,,46352.7,50000.0,Mobile,Sunday,Yes R349ME33,American Express,Transportation,45317.0,2021-03-07 16:18:13,Surat,West,,Female,43471.0,29583.27,50000.0,Unknown,Sunday,No W800NR27,Mastercard,Online Shopping,114191.0,2021-03-07 21:19:20,Surat,West,26.0,Female,168950.0,88997.11,200000.0,Unknown,Sunday,Yes S194RP50,RuPay,Online Shopping,117228.0,2021-03-08 12:26:41,Lucknow,North,31.0,Female,184558.0,94932.7,150000.0,Mobile,Monday,No Y902AG28,RuPay,Online Shopping,113388.0,2021-03-08 14:17:15,Lucknow,North,50.0,Female,127102.0,141412.69,150000.0,Point-of-Sale Terminal,Monday,No H152YT10,Visa,Transportation,25855.0,2021-03-08 19:22:15,Mumbai,West,56.0,Male,,24086.5,50000.0,Point-of-Sale Terminal,Monday,Yes H976AN92,Mastercard,Utility bill,45396.0,2021-03-08 23:17:34,Patna,East,19.0,Female,193116.0,27848.7,150000.0,Contactless Payment Device,Monday,No H248BA33,American Express,Retail,74153.0,2021-03-09 10:53:51,Lucknow,North,55.0,Male,134324.0,43081.18,100000.0,Mobile,Tuesday,Yes H842UN76,RuPay,Healthcare,27589.0,2021-03-09 17:51:41,Surat,West,51.0,Female,70169.0,11716.05,100000.0,Mobile,Tuesday,No X466IG77,Mastercard,Education,25594.0,2021-03-09 19:07:44,Delhi,North,,Male,115056.0,28785.68,100000.0,Contactless Payment Device,Tuesday,No U970YN60,Mastercard,Utility bill,94768.0,2021-03-10 02:51:42,Chennai,South,67.0,Male,178543.0,56159.42,150000.0,Unknown,Wednesday,No K135XI67,Mastercard,Utility bill,106714.0,2021-03-10 05:13:39,Surat,West,26.0,Male,223366.0,143989.12,150000.0,Mobile,Wednesday,No X567QO57,Visa,Online Shopping,38225.0,2021-03-10 12:04:44,Lucknow,North,45.0,Female,190256.0,27679.54,150000.0,Point-of-Sale Terminal,Wednesday,Yes I721NJ27,Mastercard,Transportation,27978.0,2021-03-10 18:18:00,Patna,East,35.0,Male,113626.0,17067.9,100000.0,Unknown,Wednesday,No M623WF16,Mastercard,Transportation,84977.0,2021-03-10 18:45:28,Patna,East,70.0,Male,127614.0,46056.87,100000.0,Point-of-Sale Terminal,Wednesday,No F210YM51,Visa,Retail,27403.0,2021-03-11 00:23:20,Kolkata,East,21.0,Female,74502.0,11583.63,50000.0,Desktop,Thursday,No W666US29,Visa,Entertainment,70375.0,2021-03-11 08:20:17,Delhi,North,75.0,Male,82152.0,48090.07,100000.0,Desktop,Thursday,No S565WN88,Mastercard,Retail,64995.0,2021-03-11 15:07:44,Surat,West,69.0,Female,111562.0,59676.22,100000.0,Unknown,Thursday,No N959UC32,Visa,Dining,36657.0,2021-03-12 21:54:55,Patna,East,52.0,Male,70735.0,30185.97,50000.0,Point-of-Sale Terminal,Friday,No D719BP49,Mastercard,Retail,42104.0,2021-03-13 07:23:05,Chennai,South,32.0,Male,107727.0,56329.56,100000.0,Mobile,Saturday,No N468NB12,Visa,Retail,78950.0,2021-03-13 21:30:37,Hyderabad,South,,Female,146054.0,50331.9,100000.0,Unknown,Saturday,Yes C146KK24,Mastercard,Dining,57823.0,2021-03-14 09:54:20,Hyderabad,South,28.0,Male,246786.0,67597.0,200000.0,Point-of-Sale Terminal,Sunday,Yes T679VM26,Mastercard,Entertainment,55916.0,2021-03-14 22:39:41,Surat,West,33.0,Male,163259.0,39956.54,200000.0,Contactless Payment Device,Sunday,Yes X880BH64,Visa,Utility bill,179299.0,2021-03-15 09:41:02,Delhi,North,65.0,Female,222435.0,75037.95,200000.0,Point-of-Sale Terminal,Monday,No I177BG56,Visa,Retail,54873.0,2021-03-16 01:37:51,Hyderabad,South,25.0,Female,128670.0,29531.16,150000.0,Mobile,Tuesday,Yes N326LN20,Mastercard,Retail,139238.0,2021-03-16 04:40:42,Patna,East,49.0,Female,159268.0,121884.8,150000.0,Unknown,Tuesday,Yes N265WO65,RuPay,Utility bill,45047.0,2021-03-16 05:52:47,Surat,West,72.0,Male,38217.0,24304.35,50000.0,Mobile,Tuesday,No H923WT76,Mastercard,Online Shopping,47282.0,2021-03-16 11:06:17,Patna,East,73.0,Male,39233.0,36693.34,50000.0,Contactless Payment Device,Tuesday,No U607SK87,Mastercard,Dining,67563.0,2021-03-16 12:57:39,Lucknow,North,31.0,Male,260424.0,33729.77,200000.0,Desktop,Tuesday,Yes A265DY35,RuPay,Education,41829.0,2021-03-16 16:00:30,Delhi,North,32.0,Female,105319.0,21357.02,100000.0,Mobile,Tuesday,Yes V585VB39,Visa,Transportation,135224.0,2021-03-16 21:43:27,Lucknow,North,29.0,Female,196437.0,177082.8,200000.0,Mobile,Tuesday,No S937IG59,Visa,Entertainment,68147.0,2021-03-17 06:50:32,Patna,East,67.0,Female,246777.0,64993.72,200000.0,Desktop,Wednesday,Yes S567GN81,American Express,Transportation,86456.0,2021-03-18 01:21:07,Kolkata,East,41.0,Male,133288.0,82426.99,,Unknown,Thursday,No B559LU82,Visa,Online Shopping,176908.0,2021-03-18 13:14:36,Ahmedabad,West,46.0,Male,184456.0,124437.36,200000.0,Point-of-Sale Terminal,Thursday,No K273ZV87,Visa,Online Shopping,39763.0,2021-03-18 23:59:37,Kolkata,East,57.0,Female,45390.0,26063.54,50000.0,,Thursday,No H914AO49,Visa,Transportation,41581.0,2021-03-19 05:43:23,Ahmedabad,West,80.0,Male,42851.0,46022.66,50000.0,Point-of-Sale Terminal,Friday,No H331UT96,Visa,Transportation,102934.0,2021-03-19 06:44:30,Delhi,North,63.0,Male,212346.0,121466.42,150000.0,Contactless Payment Device,Friday,Yes G806GP17,Visa,Utility bill,32126.0,2021-03-19 13:06:18,Kochi,South,80.0,Female,73031.0,21314.75,50000.0,Unknown,Friday,No F816LY53,American Express,Online Shopping,167480.0,2021-03-19 22:23:39,Hyderabad,South,60.0,Female,246181.0,98451.66,200000.0,Mobile,Friday,No O879SO97,American Express,Utility bill,61671.0,2021-03-20 00:27:29,Ahmedabad,West,40.0,Female,95836.0,46475.59,100000.0,Point-of-Sale Terminal,Saturday,No G272FQ33,Visa,Education,86580.0,2021-03-20 00:30:15,Patna,East,63.0,Male,90558.0,82968.64,100000.0,Contactless Payment Device,Saturday,No Q387KM91,American Express,Retail,43226.0,2021-03-20 16:17:04,Surat,West,34.0,Male,169501.0,,150000.0,Point-of-Sale Terminal,Saturday,No C462XT17,Visa,Dining,39904.0,2021-03-20 17:03:24,Kochi,South,24.0,Male,37993.0,32152.96,50000.0,Point-of-Sale Terminal,Saturday,No H144IB87,American Express,Education,74777.0,2021-03-20 19:42:18,Kochi,South,55.0,Female,221060.0,81911.52,200000.0,Point-of-Sale Terminal,Saturday,No R150DC26,RuPay,Online Shopping,32101.0,2021-03-20 19:50:05,Ahmedabad,West,56.0,Male,78951.0,20131.38,100000.0,Desktop,Saturday,No K465UF83,Mastercard,Education,72369.0,2021-03-20 21:52:10,Bengaluru,South,,Male,146181.0,89110.34,100000.0,Desktop,Saturday,Yes R527DV76,RuPay,Utility bill,47928.0,2021-03-21 13:23:15,Jaipur,North,40.0,Male,54758.0,25594.28,50000.0,Unknown,Sunday,No A153KO55,Mastercard,Dining,28451.0,2021-03-21 13:51:54,Kochi,South,71.0,Male,46007.0,,50000.0,Contactless Payment Device,Sunday,No M518HK77,Visa,Entertainment,165251.0,2021-03-21 14:33:53,Lucknow,North,28.0,Female,246649.0,119631.08,200000.0,Mobile,Sunday,No X183IT50,Visa,Retail,49714.0,2021-03-21 19:15:58,Surat,West,62.0,Female,105301.0,20472.22,100000.0,Point-of-Sale Terminal,Sunday,No C126DZ93,Mastercard,Entertainment,69036.0,2021-03-21 19:42:59,Surat,West,23.0,Male,175021.0,49139.97,150000.0,Desktop,Sunday,No T617WD92,Mastercard,Online Shopping,38429.0,2021-03-22 11:13:45,Jaipur,North,76.0,Female,,23623.66,150000.0,Contactless Payment Device,Monday,No H892CQ52,RuPay,Entertainment,64974.0,2021-03-22 17:53:39,Bengaluru,South,79.0,Male,,26605.91,150000.0,Unknown,Monday,Yes I874HW42,Mastercard,Dining,37715.0,2021-03-22 20:06:38,Pune,West,46.0,Female,48682.0,24350.31,50000.0,Unknown,Monday,No M661AT61,Visa,Online Shopping,102764.0,2021-03-23 05:38:10,Chennai,South,19.0,Male,196591.0,71823.73,150000.0,Mobile,Tuesday,Yes I513GW90,Mastercard,Utility bill,68952.0,2021-03-23 19:39:40,Chennai,South,74.0,Female,113484.0,55617.09,150000.0,Contactless Payment Device,Tuesday,Yes J571NW30,Visa,Retail,54152.0,2021-03-25 06:05:03,Bengaluru,South,76.0,Female,124911.0,56081.98,100000.0,Point-of-Sale Terminal,Thursday,Yes T854DR88,American Express,Utility bill,71922.0,2021-03-25 07:26:42,Lucknow,North,49.0,Male,196400.0,61064.57,150000.0,Contactless Payment Device,Thursday,No T743XD55,American Express,Entertainment,155661.0,2021-03-25 08:43:40,Mumbai,West,31.0,Female,174510.0,138889.52,200000.0,Contactless Payment Device,Thursday,No T263TD19,Visa,Education,75837.0,2021-03-25 14:13:54,Chennai,South,46.0,Female,83825.0,66338.34,100000.0,Unknown,Thursday,Yes V421JF83,Visa,Online Shopping,33764.0,2021-03-25 15:59:21,Pune,West,52.0,Male,61301.0,32361.78,50000.0,Desktop,Thursday,Yes E570SK80,Mastercard,Healthcare,45080.0,2021-03-25 18:20:47,Surat,West,47.0,Male,128971.0,43229.61,100000.0,Mobile,Thursday,Yes U527HM71,Mastercard,Dining,120989.0,2021-03-27 09:17:23,Delhi,North,55.0,Male,192691.0,145720.85,200000.0,Point-of-Sale Terminal,Saturday,No Y778HT14,RuPay,Dining,47395.0,2021-03-27 15:29:05,Bengaluru,South,72.0,Female,53283.0,41525.67,50000.0,Contactless Payment Device,Saturday,Yes X601PX18,RuPay,Utility bill,118544.0,2021-03-27 15:35:38,Pune,West,47.0,Female,210383.0,99766.88,150000.0,Desktop,Saturday,No D558DW67,Visa,Healthcare,123340.0,2021-03-27 19:13:02,Surat,West,34.0,Female,140107.0,116843.41,150000.0,Contactless Payment Device,Saturday,No Q528DE71,Mastercard,Healthcare,71622.0,2021-03-28 09:24:17,Delhi,North,22.0,Male,132703.0,80257.93,150000.0,Contactless Payment Device,Sunday,No E610ZQ39,Mastercard,Entertainment,79470.0,2021-03-28 22:00:07,Jaipur,North,72.0,Female,72353.0,36732.84,100000.0,Unknown,Sunday,Yes F721JK60,Visa,Online Shopping,65574.0,2021-03-28 22:55:34,Ahmedabad,West,78.0,Male,114938.0,31629.53,100000.0,Contactless Payment Device,Sunday,Yes C984NV81,Mastercard,Online Shopping,106453.0,2021-03-29 04:14:50,Ahmedabad,West,28.0,Female,241051.0,55981.85,200000.0,Point-of-Sale Terminal,Monday,No B925FL65,Mastercard,Retail,32288.0,2021-03-29 09:00:09,Surat,West,36.0,Female,37244.0,,50000.0,Contactless Payment Device,Monday,No M276IO22,RuPay,Transportation,183785.0,2021-03-29 22:35:27,Hyderabad,South,42.0,Female,172583.0,167003.95,200000.0,Mobile,Monday,No P175DC64,Visa,Online Shopping,190629.0,2021-03-30 14:45:25,Kolkata,East,41.0,Female,153011.0,172661.08,200000.0,Unknown,Tuesday,No N841SN90,Visa,Dining,153191.0,2021-03-30 19:46:34,Kochi,South,50.0,Male,193956.0,92197.65,200000.0,Mobile,Tuesday,No P701ND37,RuPay,Online Shopping,41819.0,2021-03-31 03:35:20,Surat,West,28.0,Female,130811.0,36816.11,150000.0,Unknown,Wednesday,No L598MJ20,,Healthcare,45420.0,2021-03-31 04:48:58,Pune,West,56.0,Male,47167.0,37546.41,50000.0,Contactless Payment Device,Wednesday,Yes D631IL31,Visa,Online Shopping,73566.0,2021-03-31 11:50:00,Chennai,South,62.0,Male,144974.0,71899.12,100000.0,Contactless Payment Device,Wednesday,No M308LC59,Mastercard,Healthcare,25771.0,2021-04-01 09:30:11,Ahmedabad,West,35.0,Female,61245.0,19995.31,50000.0,Unknown,Thursday,No W624CW86,American Express,Dining,50733.0,2021-04-01 14:07:41,Pune,West,41.0,Male,139311.0,61785.71,150000.0,Unknown,Thursday,Yes N683BV34,Visa,Retail,58298.0,2021-04-01 15:11:47,Kolkata,East,49.0,Male,84456.0,53168.83,100000.0,Desktop,Thursday,No E468OP77,Visa,Online Shopping,88458.0,2021-04-02 11:08:45,Ahmedabad,West,37.0,Female,95853.0,,100000.0,Desktop,Friday,No G194GT95,Visa,Education,35018.0,2021-04-03 00:32:50,Bengaluru,South,36.0,Female,,,50000.0,Contactless Payment Device,Saturday,No Y568WN85,RuPay,Entertainment,138849.0,2021-04-03 05:50:40,Mumbai,West,23.0,Male,,134289.83,200000.0,Point-of-Sale Terminal,Saturday,No M294YF46,RuPay,Retail,45281.0,2021-04-03 16:19:33,Mumbai,West,38.0,Female,121431.0,29571.14,100000.0,Point-of-Sale Terminal,Saturday,No X401KP43,Visa,Retail,28018.0,2021-04-03 16:21:59,Kochi,South,22.0,Male,205461.0,27220.07,150000.0,Mobile,Saturday,No J546JQ70,Visa,Online Shopping,191265.0,2021-04-03 16:37:05,Ahmedabad,West,44.0,Male,151106.0,197776.95,200000.0,Mobile,Saturday,No B861CT35,Visa,Education,27100.0,2021-04-03 20:53:40,Pune,West,21.0,Male,80110.0,25562.37,100000.0,Point-of-Sale Terminal,Saturday,No P384SJ45,Visa,Education,25050.0,2021-04-03 21:42:08,Lucknow,North,30.0,Female,50340.0,23244.14,50000.0,Point-of-Sale Terminal,Saturday,No R293AN49,Visa,Retail,39491.0,2021-04-04 06:55:09,Ahmedabad,West,42.0,Male,45535.0,20650.9,50000.0,Unknown,Sunday,No V890DW31,RuPay,Online Shopping,47940.0,2021-04-05 08:33:18,Delhi,North,42.0,Female,268714.0,63135.96,200000.0,Desktop,Monday,No W225EK42,Visa,Online Shopping,49379.0,2021-04-05 11:42:43,Jaipur,North,35.0,Male,71841.0,39282.91,50000.0,Contactless Payment Device,Monday,Yes D512GR96,Visa,Retail,69143.0,2021-04-05 14:53:20,Delhi,North,40.0,Female,,30926.91,200000.0,Unknown,Monday,No G828KC99,Visa,Online Shopping,33526.0,2021-04-05 15:01:29,Ahmedabad,West,47.0,Female,71044.0,37251.26,100000.0,Desktop,Monday,No B504RH59,Mastercard,Utility bill,98490.0,2021-04-05 16:07:03,Delhi,North,39.0,Male,116881.0,135141.77,150000.0,Desktop,Monday,No L550FS90,Visa,Online Shopping,26494.0,2021-04-05 21:11:48,Patna,East,71.0,Male,90437.0,11622.12,100000.0,Mobile,Monday,No M256UY34,American Express,Retail,49191.0,2021-04-06 10:24:52,Hyderabad,South,63.0,Female,47614.0,49630.42,50000.0,Unknown,Tuesday,No B225VE59,Mastercard,Transportation,50336.0,2021-04-07 04:20:27,Ahmedabad,West,34.0,Female,118657.0,41104.03,150000.0,Mobile,Wednesday,Yes G904BQ58,Visa,Dining,35717.0,2021-04-07 07:36:49,Lucknow,North,69.0,Female,36600.0,25206.38,50000.0,Unknown,Wednesday,No Y173IX81,Visa,Online Shopping,85392.0,2021-04-07 23:05:50,Kolkata,East,30.0,Female,152454.0,35346.97,200000.0,Desktop,Wednesday,Yes W952XV67,Mastercard,Online Shopping,69497.0,2021-04-08 13:05:36,Hyderabad,South,75.0,Male,91640.0,56474.03,100000.0,Mobile,Thursday,Yes Z759MK77,Mastercard,Online Shopping,135997.0,2021-04-09 21:46:35,Patna,East,43.0,Male,147148.0,123923.17,150000.0,Desktop,Friday,No D145NL97,Mastercard,Online Shopping,123494.0,2021-04-10 06:56:30,Surat,West,77.0,,147956.0,147573.62,150000.0,Desktop,Saturday,No U115AT33,Visa,Retail,45577.0,2021-04-10 12:05:43,Hyderabad,South,20.0,Male,36526.0,28534.73,50000.0,Desktop,Saturday,No C140DG17,Visa,Entertainment,26355.0,2021-04-10 12:11:44,Surat,West,80.0,Female,51086.0,29987.19,50000.0,Point-of-Sale Terminal,Saturday,No D323ED73,Mastercard,Utility bill,32442.0,2021-04-10 13:24:55,Chennai,South,73.0,Male,42045.0,32808.85,50000.0,Contactless Payment Device,Saturday,No W228FF57,RuPay,Retail,137238.0,2021-04-10 16:42:52,Lucknow,North,25.0,Female,263787.0,107937.14,200000.0,Point-of-Sale Terminal,Saturday,Yes Z663TG59,American Express,Entertainment,43044.0,2021-04-10 17:45:40,Delhi,North,76.0,Female,51365.0,26701.13,50000.0,Unknown,Saturday,No U583GK60,American Express,Retail,146937.0,2021-04-10 19:30:49,Chennai,South,57.0,Female,299907.0,180509.22,200000.0,Contactless Payment Device,Saturday,No A521UM55,Mastercard,Transportation,46705.0,2021-04-10 20:41:41,Chennai,South,33.0,Male,62154.0,33887.45,50000.0,Unknown,Saturday,No A700DX61,Mastercard,Retail,66603.0,2021-04-11 10:37:28,Kolkata,East,53.0,Female,119542.0,87105.14,150000.0,Point-of-Sale Terminal,Sunday,No H241RZ47,Visa,Online Shopping,86445.0,2021-04-11 18:47:27,Jaipur,North,57.0,Female,154972.0,90232.92,150000.0,Point-of-Sale Terminal,Sunday,No O153MN81,Visa,Education,90546.0,2021-04-11 19:32:49,Kochi,South,20.0,Male,106177.0,126087.77,150000.0,Mobile,Sunday,Yes O665BF77,American Express,Healthcare,91670.0,2021-04-11 23:47:29,Jaipur,North,78.0,Female,141128.0,79575.89,100000.0,Desktop,Sunday,No E517DD44,RuPay,Education,158486.0,2021-04-12 04:47:33,Kolkata,East,73.0,,262626.0,179168.45,200000.0,Mobile,Monday,No Y288US27,Mastercard,Online Shopping,148538.0,2021-04-12 08:51:23,Hyderabad,South,23.0,Female,172594.0,133899.2,150000.0,Contactless Payment Device,Monday,Yes E485MD50,Mastercard,Education,155860.0,2021-04-12 17:16:47,Kochi,South,23.0,Male,149525.0,129663.11,200000.0,Unknown,Monday,No X274AJ14,Mastercard,Entertainment,28468.0,2021-04-12 23:59:00,Ahmedabad,West,36.0,Female,125405.0,,150000.0,Contactless Payment Device,Monday,Yes O111ZN88,Visa,Online Shopping,77243.0,2021-04-13 00:07:00,Delhi,North,57.0,Female,163618.0,35938.85,150000.0,Mobile,Tuesday,Yes C909OJ68,RuPay,Education,34654.0,2021-04-13 16:43:35,Surat,West,52.0,Female,61160.0,34189.93,50000.0,Desktop,Tuesday,No F221SA23,Visa,Retail,93097.0,2021-04-13 18:42:01,Kolkata,East,58.0,Male,,121980.1,150000.0,Contactless Payment Device,Tuesday,No W822IA72,Visa,Entertainment,97974.0,2021-04-13 20:29:29,Jaipur,North,73.0,Male,107402.0,93955.07,100000.0,Mobile,Tuesday,Yes O242RV37,Visa,Healthcare,167553.0,2021-04-14 01:40:22,Pune,West,24.0,Female,,72316.24,200000.0,Unknown,Wednesday,Yes D952FF12,Mastercard,Entertainment,97991.0,2021-04-14 22:05:38,Pune,West,44.0,Female,126958.0,74340.56,100000.0,Desktop,Wednesday,No Y429QF39,Mastercard,Retail,100453.0,2021-04-14 22:45:01,Mumbai,West,18.0,Female,,134341.17,150000.0,Point-of-Sale Terminal,Wednesday,No D240HL29,RuPay,Education,25334.0,2021-04-15 00:14:24,Patna,East,50.0,Female,60379.0,29741.05,50000.0,Point-of-Sale Terminal,Thursday,Yes P333IV54,RuPay,Online Shopping,149609.0,2021-04-15 02:26:26,Hyderabad,South,21.0,Male,149133.0,109991.55,150000.0,Unknown,Thursday,No S338DT10,Visa,Online Shopping,32721.0,2021-04-15 15:27:09,Surat,West,57.0,Female,241013.0,26432.12,200000.0,Point-of-Sale Terminal,Thursday,No V354HQ51,RuPay,Healthcare,89237.0,2021-04-15 16:41:42,Ahmedabad,West,47.0,,96226.0,50850.49,100000.0,Point-of-Sale Terminal,Thursday,Yes H498CI48,American Express,Online Shopping,36231.0,2021-04-15 23:27:40,Bengaluru,South,33.0,Female,142976.0,26381.5,100000.0,Point-of-Sale Terminal,Thursday,No L192UW80,Visa,Transportation,36233.0,2021-04-16 07:44:53,Lucknow,North,24.0,Female,,47163.38,100000.0,Desktop,Friday,No T817UC57,Mastercard,Healthcare,55624.0,2021-04-16 16:15:07,Lucknow,North,22.0,Male,133279.0,67759.79,100000.0,Point-of-Sale Terminal,Friday,No J138LB20,RuPay,Dining,30956.0,2021-04-16 19:51:25,Bengaluru,South,58.0,Male,46157.0,,50000.0,Contactless Payment Device,Friday,No R178NA85,American Express,Utility bill,34336.0,2021-04-16 21:03:26,Patna,East,24.0,Female,106021.0,20539.67,100000.0,Desktop,Friday,No A304VP87,Visa,Education,68861.0,2021-04-16 21:07:35,Kochi,South,77.0,Male,114963.0,40248.42,100000.0,Point-of-Sale Terminal,Friday,No D747VO81,Visa,Healthcare,198184.0,2021-04-18 08:25:50,Chennai,South,,Female,290947.0,162154.7,200000.0,Mobile,Sunday,Yes V550ZO12,Mastercard,Transportation,42423.0,2021-04-19 00:53:35,Delhi,North,30.0,Female,71672.0,45212.99,50000.0,Unknown,Monday,Yes X141PX99,Mastercard,Healthcare,88416.0,2021-04-19 13:33:35,Hyderabad,South,18.0,Female,110626.0,74472.69,150000.0,Contactless Payment Device,Monday,No A334ZU24,Visa,Online Shopping,25129.0,2021-04-19 22:10:27,Kolkata,East,36.0,Male,53155.0,25073.0,50000.0,Point-of-Sale Terminal,Monday,Yes W666LT40,Visa,Education,188153.0,2021-04-20 00:22:50,Mumbai,West,19.0,Male,273414.0,181228.71,200000.0,Contactless Payment Device,Tuesday,Yes A324JX72,Visa,Retail,132112.0,2021-04-20 12:59:29,Delhi,North,56.0,Male,196321.0,54743.64,200000.0,Unknown,Tuesday,No N803IM16,RuPay,Healthcare,77828.0,2021-04-21 19:12:42,Patna,East,50.0,Female,146369.0,79481.06,200000.0,Contactless Payment Device,Wednesday,No I574FN65,Visa,Retail,30583.0,2021-04-22 16:24:30,Hyderabad,South,59.0,Female,141537.0,19347.93,100000.0,Mobile,Thursday,No U440IW67,RuPay,Online Shopping,84289.0,2021-04-22 17:07:35,Delhi,North,69.0,Male,142252.0,104890.17,200000.0,Mobile,Thursday,Yes W419XB38,Visa,Transportation,32632.0,2021-04-22 21:58:20,Jaipur,North,30.0,Male,50732.0,19248.07,50000.0,Unknown,Thursday,Yes U145OQ78,Mastercard,Online Shopping,27977.0,2021-04-23 03:55:31,Kolkata,East,70.0,Female,124641.0,26155.08,100000.0,Unknown,Friday,Yes A107JU12,Visa,Transportation,186771.0,2021-04-23 07:26:37,Jaipur,North,19.0,Male,274365.0,193910.21,200000.0,Desktop,Friday,No Q854GH45,Visa,Education,113094.0,2021-04-23 07:54:08,Jaipur,North,71.0,Female,266478.0,69848.16,200000.0,Point-of-Sale Terminal,Friday,No S884ZX47,American Express,Online Shopping,59084.0,2021-04-23 09:55:57,Surat,West,36.0,Female,210111.0,41480.54,150000.0,Contactless Payment Device,Friday,No X711NX64,American Express,Education,147625.0,2021-04-23 16:38:03,Ahmedabad,West,26.0,Female,116416.0,130214.71,150000.0,Contactless Payment Device,Friday,Yes U508MH48,Visa,Utility bill,109424.0,2021-04-23 17:03:04,Mumbai,West,76.0,Female,145072.0,46112.63,150000.0,Point-of-Sale Terminal,Friday,Yes M406QX14,Mastercard,Dining,26293.0,2021-04-23 18:27:47,Kochi,South,53.0,Male,,16595.51,150000.0,Unknown,Friday,No R424LH37,Mastercard,Entertainment,114284.0,2021-04-24 00:59:50,Kolkata,East,60.0,Female,203122.0,89819.47,150000.0,Point-of-Sale Terminal,Saturday,No B756KV50,Visa,Entertainment,31254.0,2021-04-24 04:28:01,Jaipur,North,33.0,Male,210654.0,16529.61,150000.0,Point-of-Sale Terminal,Saturday,Yes Y860RX61,Mastercard,Online Shopping,33685.0,2021-04-24 12:59:52,Pune,West,66.0,Female,49138.0,26784.26,50000.0,Point-of-Sale Terminal,Saturday,No A699ZR40,RuPay,Utility bill,37999.0,2021-04-24 14:51:14,Pune,West,60.0,Female,146077.0,31295.86,100000.0,Desktop,Saturday,No X713TM67,Mastercard,Transportation,66196.0,2021-04-24 16:44:07,Hyderabad,South,47.0,Female,111887.0,89420.31,100000.0,Mobile,Saturday,No E881NV61,Mastercard,Online Shopping,35266.0,2021-04-24 22:23:21,Jaipur,North,57.0,Male,65267.0,14297.41,50000.0,Mobile,Saturday,No K543PE67,RuPay,Dining,95499.0,2021-04-25 04:15:16,Surat,West,20.0,Female,149783.0,41036.71,100000.0,Mobile,Sunday,No U468EX55,Mastercard,Utility bill,75012.0,2021-04-25 11:04:39,Lucknow,North,23.0,Female,177487.0,80462.22,150000.0,Desktop,Sunday,Yes H399DW11,American Express,Online Shopping,36324.0,2021-04-25 12:23:03,Delhi,North,69.0,Male,174600.0,,200000.0,Desktop,Sunday,Yes O656JL84,RuPay,Online Shopping,61469.0,2021-04-25 20:08:58,Jaipur,North,51.0,Female,133580.0,84598.35,100000.0,Point-of-Sale Terminal,Sunday,No M390QX75,American Express,Healthcare,117244.0,2021-04-26 02:35:53,Lucknow,North,65.0,Male,286245.0,54642.19,200000.0,Point-of-Sale Terminal,Monday,No T160GX43,Mastercard,Online Shopping,35097.0,2021-04-26 04:48:44,Kolkata,East,20.0,Female,57560.0,41143.39,50000.0,Mobile,Monday,No H192WP24,RuPay,Online Shopping,50727.0,2021-04-26 23:29:33,Pune,West,19.0,Male,249062.0,42259.66,200000.0,Contactless Payment Device,Monday,No X109KH80,American Express,Online Shopping,42676.0,2021-04-27 12:17:32,Surat,West,30.0,Female,44752.0,42913.72,50000.0,Contactless Payment Device,Tuesday,No W158FV87,Visa,Online Shopping,41146.0,2021-04-27 20:26:56,Kochi,South,32.0,Female,146737.0,54758.89,100000.0,Unknown,Tuesday,No L309BB89,Visa,Dining,144925.0,2021-04-27 22:16:58,Pune,West,24.0,Male,202046.0,147451.97,150000.0,Unknown,Tuesday,No E594RI12,Visa,Retail,43957.0,2021-04-28 01:07:42,Surat,West,46.0,Male,134074.0,20790.92,100000.0,Contactless Payment Device,Wednesday,No X585PG83,RuPay,Online Shopping,44194.0,2021-04-28 07:56:48,Kolkata,East,34.0,Female,47448.0,30911.21,50000.0,Contactless Payment Device,Wednesday,No G396TV85,Visa,Transportation,38672.0,2021-04-28 14:05:08,Jaipur,North,37.0,Female,43369.0,23965.97,50000.0,Desktop,Wednesday,No R503NR83,American Express,Entertainment,32211.0,2021-04-29 00:25:15,Ahmedabad,West,70.0,Male,,,50000.0,Unknown,Thursday,No S909ZV55,RuPay,Education,68705.0,2021-04-29 10:39:11,Bengaluru,South,23.0,Male,221052.0,55852.55,150000.0,Desktop,Thursday,No R925HC77,Mastercard,Online Shopping,33766.0,2021-04-30 02:02:06,Kochi,South,,Female,45833.0,22688.54,50000.0,Unknown,Friday,No F592RE51,American Express,Retail,44054.0,2021-04-30 04:47:34,Pune,West,21.0,Male,130534.0,22882.8,100000.0,Unknown,Friday,No O916OZ44,Visa,Online Shopping,45708.0,2021-04-30 16:28:56,Patna,East,67.0,Female,97621.0,37832.49,100000.0,Unknown,Friday,No L762JT98,Mastercard,Entertainment,41651.0,2021-04-30 18:31:54,Kolkata,East,21.0,Female,46163.0,16694.33,50000.0,Unknown,Friday,Yes P745RG30,Mastercard,Entertainment,43953.0,2021-04-30 20:50:12,Lucknow,North,62.0,Female,,50088.24,100000.0,Point-of-Sale Terminal,Friday,Yes S790FP27,American Express,Education,137109.0,2021-04-30 23:47:30,Bengaluru,South,36.0,Female,139640.0,59246.11,150000.0,Contactless Payment Device,Friday,No T779EV46,Visa,Education,37342.0,2021-05-01 11:28:18,Pune,West,74.0,Male,122249.0,33861.11,100000.0,Unknown,Saturday,No M254OK70,Visa,Online Shopping,35381.0,2021-05-02 02:26:51,Hyderabad,South,20.0,Female,193191.0,40854.45,150000.0,Unknown,Sunday,No Z475KI83,American Express,Transportation,25711.0,2021-05-02 10:58:18,Patna,East,,Female,45924.0,25351.09,50000.0,Mobile,Sunday,Yes H959OA50,Mastercard,Online Shopping,105667.0,2021-05-02 13:53:01,Kochi,South,72.0,Female,166093.0,66095.04,200000.0,Contactless Payment Device,Sunday,Yes O952QT83,Mastercard,Retail,48163.0,2021-05-02 14:59:31,Bengaluru,South,22.0,Female,,32376.07,50000.0,Mobile,Sunday,No V140WC34,RuPay,Retail,35707.0,2021-05-02 18:39:52,Pune,West,70.0,Female,81093.0,,100000.0,Contactless Payment Device,Sunday,No U378NH56,Visa,Retail,35675.0,2021-05-02 23:15:18,Surat,West,33.0,Male,98099.0,28235.27,100000.0,Mobile,Sunday,No Y601GD90,Visa,Entertainment,133306.0,2021-05-03 06:31:10,Chennai,South,36.0,Male,212178.0,137288.17,200000.0,Desktop,Monday,No Z762CP78,Visa,Dining,34141.0,2021-05-04 01:46:21,Delhi,North,36.0,Male,51428.0,14840.16,50000.0,Desktop,Tuesday,Yes E550AR46,RuPay,Online Shopping,88616.0,2021-05-04 02:56:30,Pune,West,41.0,Female,108671.0,90790.2,100000.0,Desktop,Tuesday,No O704GF90,Visa,Utility bill,104887.0,2021-05-04 08:59:28,Surat,West,80.0,Male,138027.0,141519.42,150000.0,Contactless Payment Device,Tuesday,Yes Z630YC48,American Express,Education,94683.0,2021-05-04 11:10:47,Bengaluru,South,65.0,Male,178768.0,73259.41,150000.0,Unknown,Tuesday,No A168IW78,Visa,Online Shopping,42332.0,2021-05-04 17:45:56,Ahmedabad,West,23.0,Female,56320.0,41750.69,50000.0,Desktop,Tuesday,No F867LP66,RuPay,Healthcare,94998.0,2021-05-05 01:22:10,Surat,West,27.0,Male,112078.0,69555.01,100000.0,Unknown,Wednesday,Yes O947IO66,Mastercard,Dining,194182.0,2021-05-06 06:42:46,Kolkata,East,21.0,Male,299818.0,189521.32,200000.0,Mobile,Thursday,No B716PY31,Mastercard,Utility bill,125338.0,2021-05-06 07:35:18,Lucknow,North,59.0,Female,127706.0,89142.06,150000.0,Mobile,Thursday,Yes U904XF68,,Transportation,81378.0,2021-05-06 09:57:59,Hyderabad,South,29.0,Male,141121.0,95647.32,100000.0,Desktop,Thursday,Yes B727QZ36,Mastercard,Education,127747.0,2021-05-06 15:44:58,Patna,East,61.0,Male,,53657.11,150000.0,Mobile,Thursday,No A743NI57,Mastercard,Education,39911.0,2021-05-08 15:39:50,Lucknow,North,51.0,Male,38065.0,21277.02,50000.0,Point-of-Sale Terminal,Saturday,No J261ET84,Visa,Transportation,117040.0,2021-05-08 21:02:22,Delhi,North,29.0,Female,146353.0,117200.07,150000.0,Desktop,Saturday,Yes K227EG86,American Express,Retail,142026.0,2021-05-08 23:39:00,Jaipur,North,28.0,Female,233293.0,148907.86,200000.0,Contactless Payment Device,Saturday,No C238VN71,Visa,Online Shopping,181177.0,2021-05-09 01:00:18,Kochi,South,39.0,Female,284098.0,91648.97,200000.0,Point-of-Sale Terminal,Sunday,No T482YD30,Visa,Education,150114.0,2021-05-09 04:21:03,Delhi,North,38.0,Male,211124.0,144021.59,200000.0,Contactless Payment Device,Sunday,No X623PU51,American Express,Education,97307.0,2021-05-09 05:32:57,Delhi,North,58.0,Male,119800.0,75211.71,100000.0,Point-of-Sale Terminal,Sunday,No W584RM55,Visa,Retail,97516.0,2021-05-09 09:37:32,Bengaluru,South,64.0,Female,280284.0,97877.67,200000.0,Point-of-Sale Terminal,Sunday,Yes J679FU26,Mastercard,Education,86282.0,2021-05-09 15:40:51,Lucknow,North,,Female,198946.0,,200000.0,Point-of-Sale Terminal,Sunday,Yes I494PR27,RuPay,Healthcare,130899.0,2021-05-09 21:20:59,Surat,West,62.0,Male,165021.0,75075.41,150000.0,Contactless Payment Device,Sunday,No B570KW98,Visa,Online Shopping,82987.0,2021-05-09 22:56:36,Ahmedabad,West,42.0,Female,102963.0,71899.41,100000.0,Point-of-Sale Terminal,Sunday,No A874GE96,American Express,Education,45119.0,2021-05-10 01:00:56,Hyderabad,South,39.0,Male,61589.0,27777.44,50000.0,Contactless Payment Device,Monday,No K935KZ62,RuPay,Entertainment,115365.0,2021-05-10 02:54:56,Chennai,South,37.0,Female,106320.0,148816.66,150000.0,Desktop,Monday,No N657XC56,RuPay,Retail,32755.0,2021-05-10 08:09:49,Surat,West,26.0,Male,243300.0,31608.26,200000.0,Desktop,Monday,No S173LI56,RuPay,Retail,148031.0,2021-05-10 19:13:55,Surat,West,54.0,Male,144978.0,80722.13,150000.0,Desktop,Monday,No M788DV95,Mastercard,Healthcare,26553.0,2021-05-11 08:14:01,Mumbai,West,61.0,Male,37469.0,23673.61,50000.0,Point-of-Sale Terminal,Tuesday,No X568VU59,Visa,Utility bill,84189.0,2021-05-11 14:02:22,Kolkata,East,,Female,141031.0,79998.62,100000.0,Point-of-Sale Terminal,Tuesday,Yes P651HZ29,American Express,Dining,61397.0,2021-05-11 21:29:22,Lucknow,North,60.0,,108709.0,27442.37,100000.0,Point-of-Sale Terminal,Tuesday,Yes R470GA64,Visa,Entertainment,26658.0,2021-05-12 02:03:46,Lucknow,North,71.0,Female,119248.0,32545.51,150000.0,Desktop,Wednesday,No R305EF32,Visa,Retail,123707.0,2021-05-12 08:09:17,Kochi,South,21.0,Male,258070.0,77974.9,200000.0,Mobile,Wednesday,No W103JT18,American Express,Retail,37930.0,2021-05-12 10:08:04,Patna,East,27.0,Male,87839.0,18501.1,100000.0,Contactless Payment Device,Wednesday,No L517PL65,Visa,Entertainment,60886.0,2021-05-12 18:02:34,Kochi,South,48.0,Male,161377.0,70285.33,150000.0,Mobile,Wednesday,Yes N668UP71,Mastercard,Online Shopping,64986.0,2021-05-12 22:08:31,Chennai,South,25.0,Female,206358.0,68413.76,150000.0,Point-of-Sale Terminal,Wednesday,Yes A939LE23,American Express,Education,78303.0,2021-05-13 02:23:45,Bengaluru,South,30.0,Female,186207.0,39024.41,200000.0,Contactless Payment Device,Thursday,No C568WB72,American Express,Education,188495.0,2021-05-13 06:44:05,Hyderabad,South,,Male,191218.0,141418.24,200000.0,Unknown,Thursday,No C954YH64,Visa,Healthcare,84694.0,2021-05-13 19:08:59,Chennai,South,30.0,Female,165204.0,67072.67,150000.0,Mobile,Thursday,No G441OY80,RuPay,Transportation,46672.0,2021-05-14 17:20:25,Kochi,South,19.0,Female,48865.0,45170.97,50000.0,Unknown,Friday,Yes X243NK11,Mastercard,Education,40034.0,2021-05-14 22:51:32,Surat,West,20.0,Male,75126.0,26119.66,100000.0,Point-of-Sale Terminal,Friday,No Z108DO14,Visa,Online Shopping,36739.0,2021-05-15 07:38:36,Bengaluru,South,55.0,Female,44587.0,46224.17,50000.0,Point-of-Sale Terminal,Saturday,No U597IH15,Mastercard,Entertainment,28859.0,2021-05-15 09:36:16,Kochi,South,75.0,Male,59583.0,24926.43,50000.0,Desktop,Saturday,No K471JF43,Visa,Transportation,99227.0,2021-05-15 17:06:43,Patna,East,70.0,Male,224672.0,103747.92,150000.0,Desktop,Saturday,No D253EE36,American Express,Online Shopping,48624.0,2021-05-15 22:00:59,Surat,West,42.0,Male,59170.0,29476.72,50000.0,Mobile,Saturday,No O879XE47,Mastercard,Transportation,29993.0,2021-05-16 10:45:23,Surat,West,37.0,Female,153381.0,27745.12,150000.0,Unknown,Sunday,No D867EZ29,Visa,Retail,98366.0,2021-05-16 16:51:09,Kolkata,East,60.0,Female,277687.0,84014.07,200000.0,Contactless Payment Device,Sunday,Yes N834WD41,RuPay,Online Shopping,45982.0,2021-05-16 19:10:04,Lucknow,North,59.0,Female,281222.0,36604.18,200000.0,Contactless Payment Device,Sunday,No W196ME70,Visa,Online Shopping,160203.0,2021-05-16 21:31:31,Patna,East,21.0,Male,151349.0,97805.04,200000.0,Desktop,Sunday,No R817KF24,Visa,Entertainment,27153.0,2021-05-17 01:11:58,Ahmedabad,West,21.0,Male,38566.0,19593.89,50000.0,Mobile,Monday,No N779HW48,Visa,Online Shopping,145801.0,2021-05-17 04:59:44,Lucknow,North,45.0,Female,287927.0,156689.54,200000.0,Unknown,Monday,Yes I833QB49,Mastercard,Retail,65527.0,2021-05-17 06:08:36,Kochi,South,32.0,Male,95688.0,79775.58,100000.0,Desktop,Monday,Yes V299UH50,Mastercard,Utility bill,85946.0,2021-05-17 10:26:42,Lucknow,North,59.0,Female,103893.0,86222.7,100000.0,Unknown,Monday,Yes I617AS81,Visa,Dining,69072.0,2021-05-17 10:48:24,Hyderabad,South,24.0,Female,107246.0,45367.17,100000.0,Point-of-Sale Terminal,Monday,No Z669QV62,Visa,Healthcare,27738.0,2021-05-17 21:11:20,Mumbai,West,20.0,Male,73155.0,33858.1,50000.0,Mobile,Monday,No Q262KO99,Mastercard,Entertainment,64820.0,2021-05-17 21:16:22,Chennai,South,18.0,Female,192176.0,88256.92,200000.0,Point-of-Sale Terminal,Monday,Yes I413LX60,Visa,Dining,84937.0,2021-05-18 05:02:01,Kolkata,East,80.0,Male,155438.0,48865.18,200000.0,Point-of-Sale Terminal,Tuesday,No N310IE47,Visa,Retail,49512.0,2021-05-18 17:21:42,Hyderabad,South,34.0,Male,133554.0,43830.66,100000.0,Contactless Payment Device,Tuesday,Yes D912CF10,American Express,Online Shopping,38172.0,2021-05-20 01:54:09,Pune,West,79.0,Male,241787.0,47317.72,200000.0,Point-of-Sale Terminal,Thursday,No Q867VA56,Mastercard,Online Shopping,163769.0,2021-05-20 05:02:47,Pune,West,18.0,Female,236896.0,101180.51,200000.0,Contactless Payment Device,Thursday,No Q327MX52,Mastercard,Utility bill,36337.0,2021-05-20 05:43:34,Mumbai,West,78.0,Female,73079.0,46194.24,50000.0,Mobile,Thursday,Yes Q711YZ94,RuPay,Online Shopping,107214.0,2021-05-20 08:17:35,Chennai,South,32.0,Female,151032.0,130272.74,150000.0,Point-of-Sale Terminal,Thursday,Yes A246VY38,Mastercard,Dining,28447.0,2021-05-21 01:22:15,Delhi,North,43.0,Male,80662.0,19547.42,100000.0,Contactless Payment Device,Friday,No Q820ZE79,American Express,Online Shopping,134988.0,2021-05-21 02:16:34,Lucknow,North,43.0,Male,211966.0,69656.87,150000.0,Mobile,Friday,No M655DT29,Mastercard,Healthcare,32996.0,2021-05-21 10:25:03,Mumbai,West,66.0,Female,72410.0,29669.78,50000.0,Mobile,Friday,No X860KZ47,Mastercard,Retail,49125.0,2021-05-21 11:00:54,Mumbai,West,24.0,Female,37513.0,,50000.0,Desktop,Friday,No T296EW30,Visa,Transportation,61845.0,2021-05-21 12:35:12,Hyderabad,South,36.0,Female,183714.0,74833.55,200000.0,Point-of-Sale Terminal,Friday,No I922FO49,Visa,Entertainment,25947.0,2021-05-21 20:02:23,Ahmedabad,West,56.0,Male,136130.0,20716.74,100000.0,Unknown,Friday,No L336IT40,American Express,Transportation,32184.0,2021-05-22 00:18:46,Mumbai,West,79.0,Female,114896.0,26395.42,100000.0,Desktop,Saturday,No G241XK77,Mastercard,Healthcare,43803.0,2021-05-22 03:59:23,Surat,West,41.0,Female,165772.0,46489.53,200000.0,Contactless Payment Device,Saturday,No D616IH99,Visa,Retail,46327.0,2021-05-22 09:51:07,Ahmedabad,West,52.0,Female,84202.0,40606.67,100000.0,Contactless Payment Device,Saturday,No S885JU64,Mastercard,Dining,137932.0,2021-05-22 10:24:32,Lucknow,North,68.0,Female,195256.0,84729.39,150000.0,Contactless Payment Device,Saturday,Yes V711YZ87,RuPay,Healthcare,28991.0,2021-05-22 19:57:03,Pune,West,19.0,Female,105826.0,16168.87,150000.0,Desktop,Saturday,No I135VH23,RuPay,Healthcare,118740.0,2021-05-23 00:34:09,Delhi,North,22.0,Male,118890.0,81477.12,150000.0,Unknown,Sunday,No E333AZ14,Visa,Utility bill,54157.0,2021-05-23 04:39:05,Kolkata,East,29.0,Female,92474.0,21695.92,100000.0,Desktop,Sunday,No Q165TY54,RuPay,Transportation,161645.0,2021-05-23 08:15:58,Hyderabad,South,39.0,Female,219267.0,180188.73,200000.0,Unknown,Sunday,No W524QU83,Mastercard,Entertainment,47243.0,2021-05-23 15:43:34,Ahmedabad,West,73.0,Female,145969.0,35275.89,100000.0,Desktop,Sunday,No H553PJ72,Visa,Dining,151473.0,2021-05-23 21:10:23,Jaipur,North,,Female,,115689.25,200000.0,,Sunday,No S622DX59,Visa,Retail,40427.0,2021-05-24 01:12:05,Chennai,South,,Female,,17201.86,50000.0,Desktop,Monday,No U337IM57,American Express,Retail,172107.0,2021-05-24 10:05:49,Surat,West,26.0,Male,143487.0,131912.55,200000.0,Desktop,Monday,No Q286FN92,Visa,Healthcare,56461.0,2021-05-24 11:55:10,Bengaluru,South,21.0,Female,97091.0,44214.84,100000.0,Desktop,Monday,No T907JE68,American Express,Utility bill,188857.0,2021-05-25 01:08:39,Hyderabad,South,50.0,Female,206712.0,155383.59,200000.0,Desktop,Tuesday,Yes S865RG19,American Express,Online Shopping,62632.0,2021-05-25 07:21:45,Surat,West,64.0,Female,186213.0,27545.91,150000.0,Desktop,Tuesday,No I143CN45,RuPay,Dining,100403.0,2021-05-25 13:03:23,Surat,West,68.0,Male,114493.0,103570.15,150000.0,Desktop,Tuesday,No F484QE99,Visa,Online Shopping,112959.0,2021-05-26 07:05:11,Bengaluru,South,72.0,Female,216585.0,88009.48,150000.0,Unknown,Wednesday,No Z742FB43,Mastercard,Retail,84081.0,2021-05-26 08:40:19,Lucknow,North,43.0,Female,,,100000.0,Point-of-Sale Terminal,Wednesday,No N186GS22,American Express,Online Shopping,60313.0,2021-05-26 13:52:43,Kochi,South,20.0,Male,130159.0,27884.24,100000.0,Point-of-Sale Terminal,Wednesday,No I209QD95,Visa,Online Shopping,,2021-05-26 14:46:37,Kolkata,East,35.0,Female,131816.0,16270.13,100000.0,Contactless Payment Device,Wednesday,No U906JC99,Visa,Retail,108446.0,2021-05-26 21:45:40,Mumbai,West,75.0,Female,220974.0,82257.12,200000.0,Contactless Payment Device,Wednesday,No E499VA14,RuPay,Education,48485.0,2021-05-27 16:31:38,Ahmedabad,West,75.0,Female,119919.0,26169.33,150000.0,Point-of-Sale Terminal,Thursday,No G881NY12,Mastercard,Healthcare,30192.0,2021-05-28 12:22:05,Kochi,South,73.0,Male,173916.0,30524.82,150000.0,Contactless Payment Device,Friday,No P189KK56,RuPay,Utility bill,60899.0,2021-05-28 16:27:23,Kochi,South,66.0,Female,165525.0,47610.2,200000.0,Unknown,Friday,No U494ZG64,American Express,Education,98396.0,2021-05-28 23:04:17,Kochi,South,33.0,Male,253254.0,112151.27,200000.0,Mobile,Friday,No T266OB62,RuPay,Entertainment,39747.0,2021-05-30 09:22:47,Bengaluru,South,47.0,Female,67981.0,27167.39,50000.0,Point-of-Sale Terminal,Sunday,Yes L146PM22,Mastercard,Retail,47233.0,2021-05-30 14:21:07,Hyderabad,South,69.0,Male,139726.0,58463.0,100000.0,Point-of-Sale Terminal,Sunday,Yes R284GY70,Visa,Transportation,137696.0,2021-05-30 22:35:02,Kochi,South,52.0,Male,142134.0,108391.99,150000.0,Unknown,Sunday,Yes U541JA75,Visa,Entertainment,84755.0,2021-05-31 00:08:35,Patna,East,41.0,Female,105958.0,54527.41,150000.0,Mobile,Monday,No F382VY68,Visa,Transportation,85436.0,2021-05-31 06:14:19,Lucknow,North,75.0,Male,,87114.79,100000.0,Contactless Payment Device,Monday,Yes I308PR72,Visa,Online Shopping,76742.0,2021-05-31 08:34:56,Hyderabad,South,46.0,Male,78803.0,42761.4,100000.0,Point-of-Sale Terminal,Monday,Yes E609YT82,RuPay,Retail,44576.0,2021-06-01 00:20:09,Kochi,South,24.0,Male,47921.0,27201.55,50000.0,Point-of-Sale Terminal,Tuesday,No K926WV19,Visa,Online Shopping,142897.0,2021-06-02 01:32:55,Delhi,North,23.0,Male,,98560.06,200000.0,Unknown,Wednesday,No S627PP95,Visa,Entertainment,38830.0,2021-06-02 12:22:52,Chennai,South,78.0,Female,72811.0,39867.97,50000.0,Unknown,Wednesday,No L708NJ67,RuPay,Transportation,100974.0,2021-06-02 21:14:48,Kochi,South,52.0,Female,269132.0,117299.1,200000.0,Unknown,Wednesday,No I207ZC58,Visa,Retail,44398.0,2021-06-02 22:06:44,Kolkata,East,52.0,Female,65943.0,35221.68,50000.0,Point-of-Sale Terminal,Wednesday,No Z455SI15,,Education,34491.0,2021-06-03 05:11:26,Lucknow,North,64.0,Male,82631.0,31924.39,100000.0,Point-of-Sale Terminal,Thursday,Yes L963PF24,Visa,Dining,76039.0,2021-06-03 16:52:38,Mumbai,West,80.0,Female,104603.0,71900.53,100000.0,Unknown,Thursday,Yes U169FD15,Visa,Dining,38338.0,2021-06-03 20:49:50,Mumbai,West,68.0,Female,56009.0,23190.63,50000.0,Mobile,Thursday,Yes Z889EO85,Visa,Healthcare,122218.0,2021-06-04 08:02:44,Hyderabad,South,29.0,Male,255197.0,51632.72,200000.0,Point-of-Sale Terminal,Friday,No G218RX69,American Express,Utility bill,113176.0,2021-06-04 11:25:41,Delhi,North,70.0,Male,118246.0,120457.16,150000.0,Mobile,Friday,No C666UH13,Visa,Dining,112862.0,2021-06-04 13:35:48,Delhi,North,46.0,Male,148745.0,71726.82,150000.0,Unknown,Friday,No L866KL16,Mastercard,Education,37281.0,2021-06-05 01:12:50,Ahmedabad,West,74.0,Female,45891.0,19685.29,50000.0,Unknown,Saturday,No H166CL77,Visa,Healthcare,106389.0,2021-06-05 02:22:48,Hyderabad,South,45.0,Female,184865.0,60390.53,200000.0,Contactless Payment Device,Saturday,No B447CW94,RuPay,Retail,29355.0,2021-06-05 03:47:30,Kochi,South,65.0,Female,37663.0,18163.62,50000.0,Mobile,Saturday,No S808WK62,Mastercard,Retail,123999.0,2021-06-05 05:56:39,Bengaluru,South,30.0,Female,224436.0,122737.57,150000.0,Desktop,Saturday,No F760QC88,Visa,Online Shopping,127078.0,2021-06-05 10:47:44,Delhi,North,75.0,Female,223140.0,101092.7,150000.0,Desktop,Saturday,No M214VG36,Visa,Dining,85245.0,2021-06-05 21:41:49,Kochi,South,66.0,Female,108012.0,,150000.0,Contactless Payment Device,Saturday,Yes M387XE45,Mastercard,Utility bill,97692.0,2021-06-06 13:36:35,Patna,East,41.0,Female,138209.0,54548.66,100000.0,Unknown,Sunday,No S691HM70,Visa,Education,139897.0,2021-06-06 19:18:01,Ahmedabad,West,59.0,Male,256908.0,79629.8,200000.0,Contactless Payment Device,Sunday,Yes L855UZ70,RuPay,Transportation,77079.0,2021-06-07 08:28:26,Surat,West,37.0,Female,132507.0,75060.98,100000.0,Mobile,Monday,No B834XK14,,Healthcare,103718.0,2021-06-07 13:53:16,Patna,East,54.0,Male,146609.0,127524.31,150000.0,Desktop,Monday,Yes N545SC58,Visa,Retail,31243.0,2021-06-07 17:20:02,Surat,West,73.0,Female,59970.0,38622.31,50000.0,Point-of-Sale Terminal,Monday,No X184WF31,Visa,Education,31806.0,2021-06-08 00:08:20,Chennai,South,60.0,Male,42396.0,18072.52,50000.0,Unknown,Tuesday,No V160XI77,Visa,Retail,45177.0,2021-06-08 06:29:06,Hyderabad,South,53.0,Male,35540.0,30469.63,50000.0,Point-of-Sale Terminal,Tuesday,No Q635ZZ11,Visa,Entertainment,44956.0,2021-06-08 07:11:21,Kolkata,East,80.0,Male,107148.0,59110.21,100000.0,Desktop,Tuesday,Yes S844FP77,Mastercard,Online Shopping,27122.0,2021-06-08 15:29:15,Surat,West,49.0,Male,43689.0,17706.04,50000.0,Desktop,Tuesday,No X904PP19,Visa,Healthcare,51651.0,2021-06-08 17:07:04,Hyderabad,South,54.0,Male,133350.0,42177.81,100000.0,Desktop,Tuesday,No D692LQ52,Visa,Retail,96296.0,2021-06-08 22:33:07,Ahmedabad,West,72.0,Female,77769.0,92458.54,100000.0,Contactless Payment Device,Tuesday,Yes Q406XM53,Mastercard,Education,25053.0,2021-06-09 08:51:17,Mumbai,West,28.0,Male,,25559.19,50000.0,Mobile,Wednesday,No C418KH88,Visa,Retail,119986.0,2021-06-09 13:56:06,Chennai,South,25.0,Female,166001.0,72443.52,150000.0,Contactless Payment Device,Wednesday,No U927OU92,Mastercard,Retail,97306.0,2021-06-09 14:52:56,Pune,West,29.0,Female,120757.0,70964.0,100000.0,Point-of-Sale Terminal,Wednesday,Yes E477YC72,Visa,Retail,32707.0,2021-06-09 14:55:43,Kochi,South,78.0,Female,61497.0,20917.81,50000.0,Desktop,Wednesday,No X944AC39,Visa,Transportation,59693.0,2021-06-09 18:26:51,Patna,East,20.0,Female,71976.0,75017.6,100000.0,Point-of-Sale Terminal,Wednesday,No G450PQ68,Mastercard,Entertainment,58832.0,2021-06-09 20:26:54,Mumbai,West,73.0,Female,81655.0,29337.88,100000.0,Contactless Payment Device,Wednesday,No H813ZP91,Mastercard,Online Shopping,28017.0,2021-06-09 21:17:55,Hyderabad,South,70.0,Female,206320.0,29841.47,200000.0,Unknown,Wednesday,No F459XI37,RuPay,Utility bill,41117.0,2021-06-10 01:37:39,Pune,West,23.0,Female,64294.0,31436.68,50000.0,Unknown,Thursday,No S339IJ95,RuPay,Online Shopping,114523.0,2021-06-10 08:37:05,Mumbai,West,20.0,Male,198137.0,144174.42,150000.0,Unknown,Thursday,No C458ET93,Mastercard,Education,184951.0,2021-06-10 17:52:33,Kochi,South,57.0,Female,262146.0,146075.42,200000.0,Unknown,Thursday,No K841PR72,Visa,Online Shopping,63809.0,2021-06-10 18:26:11,Lucknow,North,63.0,Female,109828.0,75360.22,100000.0,Unknown,Thursday,Yes E529UN57,American Express,Online Shopping,59336.0,2021-06-10 18:56:22,Surat,West,20.0,Female,220429.0,82169.89,150000.0,Mobile,Thursday,No B984FJ49,Mastercard,Utility bill,69561.0,2021-06-12 16:20:11,Patna,East,67.0,Female,281142.0,82230.26,200000.0,Desktop,Saturday,No I763EX63,American Express,Utility bill,28881.0,2021-06-12 18:18:40,Ahmedabad,West,65.0,Male,90736.0,33038.48,100000.0,Contactless Payment Device,Saturday,No A116YT67,RuPay,Transportation,89811.0,2021-06-13 09:14:40,Jaipur,North,53.0,Female,,85696.52,100000.0,Point-of-Sale Terminal,Sunday,Yes V515EG30,Mastercard,Retail,42910.0,2021-06-13 13:59:44,Mumbai,West,21.0,Male,154647.0,36924.45,150000.0,Contactless Payment Device,Sunday,No M975RY67,Mastercard,Education,46016.0,2021-06-13 22:10:13,Jaipur,North,28.0,Male,137296.0,35637.87,100000.0,Mobile,Sunday,No D207SQ90,RuPay,Online Shopping,147537.0,2021-06-14 05:31:54,Ahmedabad,West,46.0,Male,174235.0,131678.49,150000.0,Unknown,Monday,No T751ZA16,Visa,Retail,87548.0,2021-06-14 08:49:33,Surat,West,67.0,Female,246153.0,96906.95,200000.0,Point-of-Sale Terminal,Monday,No W550DG74,Mastercard,Retail,59964.0,2021-06-14 11:45:59,Delhi,North,57.0,Female,75978.0,,100000.0,Unknown,Monday,No A199QS90,Mastercard,Education,44719.0,2021-06-15 04:57:43,Kolkata,East,36.0,Female,69249.0,34581.62,50000.0,Desktop,Tuesday,No G971IL10,Mastercard,Healthcare,46038.0,2021-06-15 09:40:48,Kochi,South,57.0,Female,,27431.32,50000.0,Desktop,Tuesday,No B808ME63,Mastercard,Online Shopping,27926.0,2021-06-15 15:36:36,Lucknow,North,20.0,Male,72197.0,38143.7,50000.0,Contactless Payment Device,Tuesday,No K814TP30,Visa,Online Shopping,189135.0,2021-06-16 01:11:48,Chennai,South,24.0,Male,215723.0,80731.88,200000.0,Unknown,Wednesday,No O865PX87,RuPay,Dining,113074.0,2021-06-16 09:47:38,Chennai,South,39.0,Male,279175.0,84350.09,200000.0,Contactless Payment Device,Wednesday,Yes R202JF75,Visa,Dining,43065.0,2021-06-16 17:46:03,Mumbai,West,77.0,Female,74925.0,30514.42,50000.0,Desktop,Wednesday,No D173YW26,Visa,Entertainment,69281.0,2021-06-17 01:57:23,Jaipur,North,37.0,Male,84705.0,77175.46,100000.0,Mobile,Thursday,No Z183PM84,RuPay,Online Shopping,42467.0,2021-06-17 06:47:08,Bengaluru,South,70.0,Female,49717.0,18462.53,50000.0,Mobile,Thursday,No N120KH98,RuPay,Utility bill,73556.0,2021-06-17 08:38:03,Hyderabad,South,77.0,Male,72260.0,87009.7,100000.0,Desktop,Thursday,No D394BB56,American Express,Retail,116782.0,2021-06-17 10:12:45,Mumbai,West,70.0,Female,223071.0,118382.84,200000.0,Point-of-Sale Terminal,Thursday,No L104RW79,American Express,Education,97110.0,2021-06-17 20:17:04,Surat,West,51.0,Male,208833.0,86729.8,150000.0,Desktop,Thursday,Yes A591OV42,American Express,Retail,28950.0,2021-06-17 20:24:22,Pune,West,,Male,199504.0,14408.06,150000.0,Contactless Payment Device,Thursday,No I955GD69,Visa,Retail,42769.0,2021-06-17 22:28:54,Hyderabad,South,27.0,Male,116365.0,47813.05,100000.0,Desktop,Thursday,No X309DB68,Mastercard,Retail,46078.0,2021-06-18 23:06:34,Delhi,North,50.0,Female,209383.0,37070.64,150000.0,Unknown,Friday,No H967LT81,Visa,Online Shopping,113624.0,2021-06-19 01:29:00,Surat,West,23.0,Male,183353.0,125595.76,150000.0,Mobile,Saturday,Yes A286BX62,Visa,Dining,64205.0,2021-06-19 06:18:12,Bengaluru,South,18.0,Female,110949.0,44116.6,150000.0,Point-of-Sale Terminal,Saturday,Yes L642IJ79,Visa,Online Shopping,42261.0,2021-06-19 21:37:36,Pune,West,49.0,Female,66734.0,44265.95,50000.0,Desktop,Saturday,No D817GO14,Mastercard,Online Shopping,129004.0,2021-06-19 22:15:29,Kolkata,East,71.0,Male,,103306.56,150000.0,Desktop,Saturday,No B815PD88,Visa,Healthcare,49279.0,2021-06-20 09:56:52,Surat,West,79.0,Male,82220.0,60728.44,100000.0,Unknown,Sunday,No R775ZR68,Mastercard,Dining,117016.0,2021-06-20 10:34:23,Mumbai,West,39.0,Female,175773.0,149691.63,150000.0,Contactless Payment Device,Sunday,No V977FH23,Visa,Retail,107085.0,2021-06-20 19:50:17,Jaipur,North,45.0,Female,211797.0,90405.86,150000.0,Mobile,Sunday,Yes Y567WJ34,RuPay,Entertainment,26398.0,2021-06-20 23:47:58,Surat,West,75.0,Male,40361.0,34009.68,50000.0,Unknown,Sunday,Yes B498EH28,Mastercard,Retail,61276.0,2021-06-21 02:30:56,Jaipur,North,24.0,Male,124146.0,35949.5,100000.0,Point-of-Sale Terminal,Monday,No D797JW85,RuPay,Transportation,93163.0,2021-06-21 15:30:20,Chennai,South,77.0,Female,214653.0,78472.95,150000.0,Point-of-Sale Terminal,Monday,No L645QZ30,Mastercard,Education,37083.0,2021-06-21 17:04:35,Kolkata,East,74.0,Male,50939.0,26967.34,50000.0,Mobile,Monday,No O867OV99,Visa,Dining,143498.0,2021-06-21 17:57:43,Bengaluru,South,18.0,Male,169684.0,100142.16,150000.0,Contactless Payment Device,Monday,No S564SW51,RuPay,Entertainment,48070.0,2021-06-21 23:36:08,Jaipur,North,29.0,Female,53339.0,20616.94,50000.0,Unknown,Monday,No E393FE40,RuPay,Retail,123708.0,2021-06-23 15:35:22,Kochi,South,63.0,Female,210322.0,58885.13,150000.0,Unknown,Wednesday,No B151ED80,RuPay,Transportation,91034.0,2021-06-23 16:12:58,Delhi,North,64.0,Female,146548.0,81547.57,100000.0,Contactless Payment Device,Wednesday,No L470IV38,Visa,Retail,26324.0,2021-06-23 20:10:29,Mumbai,West,32.0,Male,290578.0,23635.03,200000.0,Point-of-Sale Terminal,Wednesday,No F350KW67,Visa,Healthcare,149888.0,2021-06-23 22:44:27,Chennai,South,74.0,Male,,115858.36,200000.0,Desktop,Wednesday,No V465CY93,American Express,Education,68027.0,2021-06-23 23:44:59,Patna,East,45.0,Male,87754.0,72518.39,100000.0,Mobile,Wednesday,No G296YC78,RuPay,Healthcare,54381.0,2021-06-24 15:47:22,Kolkata,East,73.0,,128267.0,47232.45,150000.0,Point-of-Sale Terminal,Thursday,No W461QB47,RuPay,Online Shopping,71205.0,2021-06-24 16:08:22,Mumbai,West,47.0,Male,106852.0,52390.42,100000.0,Contactless Payment Device,Thursday,No J630HI28,RuPay,Online Shopping,,2021-06-24 19:29:43,Delhi,North,22.0,Male,115663.0,87747.35,100000.0,Point-of-Sale Terminal,Thursday,Yes K521HI74,Visa,Education,123086.0,2021-06-24 20:29:35,Hyderabad,South,53.0,Male,215738.0,131904.34,150000.0,Point-of-Sale Terminal,Thursday,No B912DT46,Mastercard,Transportation,48630.0,2021-06-24 23:34:08,Ahmedabad,West,72.0,Male,52380.0,43728.04,50000.0,Desktop,Thursday,No W519IA30,American Express,Entertainment,139793.0,2021-06-25 05:44:19,Pune,West,19.0,Male,248177.0,141237.59,200000.0,Unknown,Friday,No D546YP28,Mastercard,Utility bill,119479.0,2021-06-25 06:10:10,Delhi,North,43.0,Male,108763.0,64624.59,150000.0,Point-of-Sale Terminal,Friday,No A369KJ77,Visa,Dining,46531.0,2021-06-25 08:34:41,Patna,East,68.0,Male,63432.0,41458.29,50000.0,Contactless Payment Device,Friday,No C698CX65,American Express,Healthcare,40009.0,2021-06-25 09:10:21,Delhi,North,76.0,Female,42605.0,,50000.0,Contactless Payment Device,Friday,No X210IK74,Mastercard,Online Shopping,36355.0,2021-06-25 13:33:04,Kochi,South,77.0,Male,288216.0,24694.98,200000.0,Mobile,Friday,No B184XV50,Mastercard,Education,34576.0,2021-06-25 14:05:10,Pune,West,30.0,Female,74298.0,39562.26,50000.0,Mobile,Friday,No Q887ND19,Mastercard,Dining,27461.0,2021-06-25 16:06:50,Ahmedabad,West,49.0,Male,146971.0,,100000.0,Mobile,Friday,No L572OF26,American Express,Online Shopping,82520.0,2021-06-25 16:31:11,Surat,West,76.0,Male,159812.0,87272.64,150000.0,Point-of-Sale Terminal,Friday,Yes W373RS67,Mastercard,Entertainment,34569.0,2021-06-25 17:11:41,Delhi,North,59.0,Male,147470.0,16780.09,100000.0,Contactless Payment Device,Friday,No K631CW53,Mastercard,Transportation,112052.0,2021-06-26 04:36:01,Patna,East,54.0,Female,276311.0,106840.49,200000.0,Mobile,Saturday,No Y565EJ96,Visa,Retail,41673.0,2021-06-26 07:17:24,Jaipur,North,52.0,Male,46043.0,,50000.0,Desktop,Saturday,No O889WD44,Mastercard,Entertainment,195881.0,2021-06-26 11:32:09,Mumbai,West,45.0,Male,255814.0,158535.29,200000.0,Unknown,Saturday,No T472XS81,,Healthcare,65416.0,2021-06-27 00:52:31,Mumbai,West,28.0,Female,115693.0,60026.41,100000.0,Desktop,Sunday,Yes N508UT83,Mastercard,Online Shopping,142449.0,2021-06-27 06:35:01,Ahmedabad,West,69.0,Female,187574.0,167171.41,200000.0,Mobile,Sunday,No K839GX39,RuPay,Online Shopping,114621.0,2021-06-27 18:21:24,Delhi,North,41.0,Male,153850.0,148332.32,150000.0,Contactless Payment Device,Sunday,No R568UR11,Visa,Online Shopping,196464.0,2021-06-27 18:41:56,Delhi,North,53.0,Female,151311.0,146837.0,200000.0,Desktop,Sunday,No K828CO40,Visa,Entertainment,79758.0,2021-06-27 21:06:58,Ahmedabad,West,41.0,Female,110924.0,79636.71,100000.0,Desktop,Sunday,No W370HQ90,American Express,Online Shopping,81492.0,2021-06-28 05:40:15,Surat,West,71.0,Male,114541.0,67701.93,100000.0,Point-of-Sale Terminal,Monday,No C299FY65,Mastercard,Dining,45674.0,2021-06-29 20:31:48,Surat,West,66.0,Male,112345.0,37348.55,100000.0,Mobile,Tuesday,No S730UT24,Visa,Entertainment,28945.0,2021-06-30 16:42:29,Kochi,South,25.0,Male,42746.0,32258.04,50000.0,Point-of-Sale Terminal,Wednesday,No E965AO22,Visa,Online Shopping,113294.0,2021-06-30 21:01:27,Jaipur,North,38.0,Female,177116.0,127835.61,200000.0,Mobile,Wednesday,No N133CW45,American Express,Entertainment,33234.0,2021-07-01 02:01:04,Pune,West,73.0,Female,110160.0,16385.99,100000.0,Unknown,Thursday,No L556IJ84,Mastercard,Transportation,34919.0,2021-07-01 13:03:56,Patna,East,44.0,Female,63147.0,45384.19,50000.0,Desktop,Thursday,No I998FA72,Visa,Entertainment,52007.0,2021-07-01 14:29:06,Chennai,South,54.0,Male,195921.0,39055.99,150000.0,Mobile,Thursday,Yes Z202QH22,Mastercard,Dining,109369.0,2021-07-01 20:11:39,Bengaluru,South,58.0,Male,234957.0,86780.66,200000.0,Unknown,Thursday,Yes I374KC14,Visa,Education,42626.0,2021-07-01 20:51:30,Bengaluru,South,21.0,Female,71534.0,46457.34,50000.0,Contactless Payment Device,Thursday,No Q357FU56,Visa,Online Shopping,41676.0,2021-07-01 22:05:43,Kolkata,East,,Female,57650.0,41223.12,50000.0,Contactless Payment Device,Thursday,No Q285EV71,Visa,Online Shopping,159396.0,2021-07-02 00:58:06,Patna,East,61.0,Male,145033.0,125151.42,200000.0,Desktop,Friday,No C847XH43,Visa,Retail,58270.0,2021-07-02 02:26:42,Patna,East,27.0,Female,,37122.09,100000.0,Unknown,Friday,Yes F212BR44,RuPay,Entertainment,156439.0,2021-07-03 08:10:41,Jaipur,North,79.0,Male,277845.0,73270.16,200000.0,Contactless Payment Device,Saturday,Yes C151BH67,Mastercard,Utility bill,51999.0,2021-07-03 22:37:08,Kochi,South,77.0,Female,290354.0,35575.1,200000.0,Point-of-Sale Terminal,Saturday,Yes T400MI44,American Express,Online Shopping,82761.0,2021-07-04 02:30:03,Delhi,North,60.0,Male,111783.0,109116.63,150000.0,Contactless Payment Device,Sunday,No T152AO35,American Express,Education,96827.0,2021-07-04 19:40:24,Pune,West,59.0,Male,138037.0,80146.18,100000.0,Contactless Payment Device,Sunday,No R762YA34,Visa,Entertainment,35914.0,2021-07-04 22:13:25,Pune,West,54.0,Female,139755.0,43649.08,150000.0,Unknown,Sunday,No I348JP56,Visa,Retail,72259.0,2021-07-05 14:35:56,Delhi,North,20.0,Female,81447.0,56947.06,100000.0,Contactless Payment Device,Monday,No Z541BJ83,Mastercard,Transportation,33999.0,2021-07-05 15:05:32,Jaipur,North,28.0,Female,46382.0,38706.62,50000.0,Desktop,Monday,Yes V171FS57,Visa,Healthcare,94400.0,2021-07-05 21:04:55,Jaipur,North,57.0,Male,256107.0,122092.86,200000.0,Unknown,Monday,No B563XF98,American Express,Retail,94659.0,2021-07-06 04:05:32,Kolkata,East,37.0,Female,115689.0,47460.32,100000.0,Mobile,Tuesday,No Z707CQ84,Visa,Utility bill,92067.0,2021-07-06 06:18:20,Kolkata,East,44.0,Female,171623.0,59007.92,200000.0,Desktop,Tuesday,Yes D273ND26,Mastercard,Online Shopping,83700.0,2021-07-06 09:27:37,Kochi,South,18.0,Male,137209.0,79355.99,100000.0,Point-of-Sale Terminal,Tuesday,Yes R470YT47,Mastercard,Retail,47612.0,2021-07-06 13:59:59,Surat,West,19.0,Female,105631.0,60149.84,100000.0,Contactless Payment Device,Tuesday,Yes K654RM13,RuPay,Education,82965.0,2021-07-06 22:57:05,Chennai,South,70.0,Female,101459.0,77569.51,100000.0,Desktop,Tuesday,No H692IA27,RuPay,Retail,29782.0,2021-07-07 05:34:52,Kochi,South,51.0,Male,210764.0,12368.78,150000.0,Contactless Payment Device,Wednesday,No G329KB95,RuPay,Entertainment,132524.0,2021-07-07 09:40:38,Bengaluru,South,33.0,Male,159738.0,68222.95,200000.0,Point-of-Sale Terminal,Wednesday,Yes P472OK93,RuPay,Healthcare,95160.0,2021-07-07 16:34:33,Jaipur,North,39.0,Male,196080.0,54666.19,150000.0,Unknown,Wednesday,No E684IY30,Visa,Utility bill,140192.0,2021-07-08 12:45:52,Surat,West,53.0,Male,193166.0,78422.2,200000.0,Contactless Payment Device,Thursday,No Z644UU21,RuPay,Online Shopping,105692.0,2021-07-09 00:38:27,Mumbai,West,25.0,Male,129435.0,122800.48,150000.0,Unknown,Friday,No E823TP59,Visa,Retail,68884.0,2021-07-09 22:59:57,Delhi,North,,Male,223162.0,38949.88,200000.0,Point-of-Sale Terminal,Friday,No H356AN15,RuPay,Retail,60531.0,2021-07-10 12:14:06,Bengaluru,South,27.0,Male,137298.0,37936.44,150000.0,Contactless Payment Device,Saturday,No W608GU10,Visa,Utility bill,178738.0,2021-07-10 15:44:50,Mumbai,West,71.0,Female,271708.0,136302.6,200000.0,Desktop,Saturday,No G632AX50,Visa,Retail,29858.0,2021-07-10 15:58:14,Surat,West,30.0,Female,129834.0,25258.83,100000.0,Contactless Payment Device,Saturday,Yes K690WS58,RuPay,Dining,116607.0,2021-07-10 16:06:37,Kochi,South,63.0,Male,,136897.12,200000.0,Point-of-Sale Terminal,Saturday,Yes R990OH11,Mastercard,Transportation,49871.0,2021-07-10 21:53:36,Ahmedabad,West,72.0,Male,252362.0,47188.9,200000.0,Desktop,Saturday,No V308NS57,Visa,Healthcare,35200.0,2021-07-10 23:09:21,Kolkata,East,65.0,Female,198704.0,43124.43,200000.0,Desktop,Saturday,No W689DE39,Visa,Healthcare,37752.0,2021-07-10 23:34:16,Mumbai,West,75.0,Male,50339.0,37507.25,50000.0,Unknown,Saturday,No R620MQ56,Mastercard,Entertainment,43319.0,2021-07-11 01:22:11,Kolkata,East,18.0,Male,146178.0,26225.6,100000.0,Contactless Payment Device,Sunday,No N311LU30,RuPay,Transportation,37324.0,2021-07-11 03:33:23,Surat,West,37.0,Female,128323.0,,100000.0,Unknown,Sunday,No Z749FH86,Mastercard,Education,30636.0,2021-07-12 01:33:57,Chennai,South,58.0,Male,37892.0,18135.15,50000.0,Desktop,Monday,No Q646KN94,Visa,Online Shopping,131602.0,2021-07-12 13:31:38,Jaipur,North,68.0,Female,273606.0,,200000.0,Desktop,Monday,No D358KW74,RuPay,Transportation,47152.0,2021-07-12 16:17:48,Kochi,South,67.0,Female,181688.0,23103.8,150000.0,Desktop,Monday,No W406DV85,Visa,Online Shopping,68382.0,2021-07-12 19:09:17,Lucknow,North,,Male,227081.0,78989.26,200000.0,Unknown,Monday,No B507IG42,Mastercard,Transportation,138202.0,2021-07-12 22:24:07,Jaipur,North,25.0,Female,168887.0,,150000.0,Desktop,Monday,No Z922MI77,American Express,Education,83453.0,2021-07-12 23:29:04,Surat,West,73.0,Male,173161.0,94699.28,200000.0,Contactless Payment Device,Monday,Yes A141VM91,RuPay,Transportation,33637.0,2021-07-13 06:10:27,Chennai,South,25.0,Male,60657.0,21900.01,50000.0,Desktop,Tuesday,Yes N981EV88,Visa,Transportation,45601.0,2021-07-13 09:22:06,Delhi,North,38.0,Male,41190.0,49687.0,50000.0,Unknown,Tuesday,No V200KI62,Visa,Transportation,121765.0,2021-07-14 02:12:10,Chennai,South,61.0,Female,193641.0,149080.83,150000.0,,Wednesday,No E667ZB12,Visa,Transportation,111391.0,2021-07-14 19:02:28,Pune,West,49.0,Male,203711.0,106843.44,200000.0,Point-of-Sale Terminal,Wednesday,No B477RT26,Visa,Healthcare,94093.0,2021-07-15 11:56:04,Kolkata,East,31.0,Female,149068.0,64231.6,100000.0,Point-of-Sale Terminal,Thursday,No L434CC88,Mastercard,Retail,42884.0,2021-07-15 14:52:02,Delhi,North,80.0,Female,44711.0,40283.01,50000.0,Desktop,Thursday,No W912EY64,American Express,Utility bill,170058.0,2021-07-15 16:00:04,Chennai,South,80.0,Male,184361.0,152288.5,200000.0,Desktop,Thursday,No Z524SB47,RuPay,Entertainment,137633.0,2021-07-16 08:10:24,Bengaluru,South,28.0,Female,122957.0,103771.39,150000.0,Unknown,Friday,Yes W549MG79,Visa,Transportation,56501.0,2021-07-17 01:22:32,Hyderabad,South,57.0,Female,146185.0,67350.4,100000.0,Unknown,Saturday,No Q879EH60,Mastercard,Entertainment,42512.0,2021-07-17 05:49:05,Ahmedabad,West,76.0,Male,52668.0,37233.35,50000.0,Mobile,Saturday,No R493SL52,Visa,Online Shopping,73582.0,2021-07-17 06:36:26,Kochi,South,62.0,Male,82953.0,74907.83,100000.0,Point-of-Sale Terminal,Saturday,No N350CM26,Visa,Transportation,49949.0,2021-07-17 21:57:53,Mumbai,West,65.0,Male,125935.0,,100000.0,Unknown,Saturday,No U436UM20,Visa,Online Shopping,31470.0,2021-07-18 01:15:24,Chennai,South,74.0,Female,65642.0,36144.11,50000.0,Contactless Payment Device,Sunday,No L859BL62,Visa,Retail,38342.0,2021-07-18 01:26:25,Ahmedabad,West,34.0,Female,41833.0,46449.53,50000.0,Desktop,Sunday,No R362DE11,Visa,Utility bill,38919.0,2021-07-18 02:37:47,Kolkata,East,53.0,Male,112809.0,18374.99,150000.0,Point-of-Sale Terminal,Sunday,Yes T510VX21,RuPay,Retail,61806.0,2021-07-18 03:04:58,Surat,West,73.0,Male,209885.0,64148.55,200000.0,Point-of-Sale Terminal,Sunday,No S462SU52,Mastercard,Retail,78176.0,2021-07-18 09:16:52,Kolkata,East,30.0,Male,153145.0,58578.61,150000.0,Point-of-Sale Terminal,Sunday,Yes N793RC83,Mastercard,Education,43280.0,2021-07-18 09:57:49,Chennai,South,74.0,Female,36778.0,33224.24,50000.0,Contactless Payment Device,Sunday,No E725JQ51,Visa,Retail,42527.0,2021-07-18 13:42:21,Mumbai,West,67.0,Male,74406.0,37899.35,100000.0,Point-of-Sale Terminal,Sunday,Yes W292DV62,Visa,Education,43936.0,2021-07-19 05:37:31,Surat,West,20.0,Male,135309.0,44468.04,100000.0,Unknown,Monday,No T644WB48,Mastercard,Retail,32633.0,2021-07-19 23:32:33,Kolkata,East,39.0,Female,72777.0,24607.39,50000.0,Unknown,Monday,Yes C537IX52,Mastercard,Online Shopping,115221.0,2021-07-20 05:39:30,Pune,West,47.0,Female,151172.0,118744.57,150000.0,Contactless Payment Device,Tuesday,No E508DO77,Mastercard,Retail,117578.0,2021-07-20 08:06:41,Chennai,South,28.0,Female,128711.0,118412.1,150000.0,Mobile,Tuesday,No Z814SG37,Mastercard,Utility bill,138313.0,2021-07-20 12:58:58,Kochi,South,59.0,Male,241262.0,163848.39,200000.0,Point-of-Sale Terminal,Tuesday,Yes Q719BU54,Visa,Online Shopping,33727.0,2021-07-20 23:10:00,Chennai,South,36.0,Male,54933.0,47060.93,50000.0,Desktop,Tuesday,No Q177ME98,Mastercard,Utility bill,96872.0,2021-07-21 17:22:24,Pune,West,44.0,Male,166174.0,41779.15,150000.0,Point-of-Sale Terminal,Wednesday,No J999PX34,RuPay,Dining,62405.0,2021-07-21 17:48:08,Chennai,South,68.0,Female,93185.0,65386.35,100000.0,Desktop,Wednesday,Yes T191UJ44,Mastercard,Retail,41673.0,2021-07-22 03:37:36,Mumbai,West,31.0,Female,93707.0,52352.44,100000.0,Point-of-Sale Terminal,Thursday,Yes R843VU21,RuPay,Online Shopping,62343.0,2021-07-22 03:46:22,Patna,East,61.0,Female,,57139.81,100000.0,Contactless Payment Device,Thursday,No T267KZ53,American Express,Utility bill,49905.0,2021-07-22 10:46:15,Chennai,South,51.0,Female,50929.0,33566.78,50000.0,Unknown,Thursday,No T731FV81,Visa,Transportation,102393.0,2021-07-23 02:08:38,Bengaluru,South,64.0,Female,,100297.78,150000.0,Unknown,Friday,No H226AQ77,RuPay,Retail,82014.0,2021-07-23 08:29:17,Ahmedabad,West,36.0,Male,154386.0,56976.34,150000.0,Unknown,Friday,No X175JU84,Visa,Healthcare,25840.0,2021-07-23 13:36:32,Jaipur,North,63.0,Female,56318.0,11525.5,50000.0,Mobile,Friday,Yes B558LS56,Visa,Retail,68791.0,2021-07-23 16:22:54,Kolkata,East,74.0,Male,140857.0,58405.96,100000.0,Desktop,Friday,Yes W623RK32,RuPay,Education,41006.0,2021-07-23 22:35:19,Hyderabad,South,80.0,Female,37484.0,41108.98,50000.0,Mobile,Friday,No I720YU68,Mastercard,Utility bill,86311.0,2021-07-24 00:55:51,Surat,West,59.0,Female,296571.0,90175.6,200000.0,Mobile,Saturday,No V229JN50,American Express,Education,72556.0,2021-07-24 01:22:46,Kolkata,East,73.0,Male,146842.0,63293.24,150000.0,Unknown,Saturday,No E569CN90,Visa,Utility bill,38841.0,2021-07-24 02:44:44,Pune,West,36.0,Female,40724.0,28133.66,50000.0,Mobile,Saturday,No U983FS53,Visa,Education,76604.0,2021-07-24 05:48:17,Patna,East,27.0,Male,151933.0,86519.06,200000.0,Mobile,Saturday,No N193NQ69,Visa,Utility bill,62499.0,2021-07-24 19:44:16,Bengaluru,South,66.0,Female,81628.0,57567.59,100000.0,Unknown,Saturday,No T244YJ29,American Express,Healthcare,39260.0,2021-07-25 09:19:05,Ahmedabad,West,56.0,Male,129785.0,52586.25,100000.0,Unknown,Sunday,No Z541KI60,RuPay,Dining,98741.0,2021-07-25 16:17:33,Mumbai,West,32.0,Male,147347.0,48895.12,100000.0,Unknown,Sunday,No E785ZV35,Visa,Online Shopping,25529.0,2021-07-26 02:15:46,Bengaluru,South,50.0,Male,54342.0,26334.7,50000.0,Desktop,Monday,No G200MQ84,RuPay,Dining,41614.0,2021-07-26 05:00:09,Delhi,North,62.0,Male,41031.0,49775.6,50000.0,Contactless Payment Device,Monday,No J499RU93,Visa,Entertainment,132277.0,2021-07-26 07:12:42,Pune,West,38.0,Male,201794.0,133878.82,150000.0,Contactless Payment Device,Monday,No Q719FB89,Mastercard,Transportation,25204.0,2021-07-26 07:17:26,Hyderabad,South,78.0,Male,77054.0,24421.68,100000.0,Unknown,Monday,Yes B664BR91,Visa,Retail,33837.0,2021-07-26 09:26:35,Kochi,South,64.0,Male,64309.0,16557.79,50000.0,Unknown,Monday,No W724GI29,Mastercard,Utility bill,69158.0,2021-07-26 16:05:49,Delhi,North,26.0,Female,124337.0,33515.85,100000.0,Unknown,Monday,Yes U429AX85,American Express,Dining,90461.0,2021-07-26 18:35:57,Pune,West,72.0,Female,129107.0,123497.47,150000.0,Desktop,Monday,No O205KS98,Visa,Education,181120.0,2021-07-27 01:33:47,Chennai,South,35.0,Male,174682.0,193927.27,200000.0,Point-of-Sale Terminal,Tuesday,Yes T961MU14,Visa,Online Shopping,38808.0,2021-07-27 03:56:54,Patna,East,51.0,Female,44515.0,44129.51,50000.0,Contactless Payment Device,Tuesday,No I342TI58,Mastercard,Retail,43409.0,2021-07-27 10:15:07,Patna,East,79.0,Female,,28964.52,50000.0,Mobile,Tuesday,Yes P119RK95,Visa,Retail,165367.0,2021-07-27 13:11:40,Mumbai,West,35.0,Male,264479.0,168002.01,200000.0,Desktop,Tuesday,Yes Y165HU29,Visa,Online Shopping,37675.0,2021-07-28 07:12:03,Jaipur,North,51.0,Male,,40752.99,100000.0,Unknown,Wednesday,Yes Z664XG42,Visa,Dining,136875.0,2021-07-28 08:43:01,Hyderabad,South,26.0,Female,162368.0,170008.03,200000.0,Point-of-Sale Terminal,Wednesday,Yes H132VT83,Visa,Online Shopping,74250.0,2021-07-28 10:56:04,Hyderabad,South,27.0,Female,127300.0,31291.91,150000.0,Contactless Payment Device,Wednesday,No D210LE89,Mastercard,Utility bill,41491.0,2021-07-28 18:56:42,Hyderabad,South,32.0,Female,50213.0,33125.49,50000.0,Contactless Payment Device,Wednesday,Yes O843PT60,Mastercard,Retail,34849.0,2021-07-29 02:06:04,Bengaluru,South,47.0,Female,132453.0,27124.84,100000.0,Contactless Payment Device,Thursday,Yes U754MY97,RuPay,Retail,95270.0,2021-07-29 02:58:07,Bengaluru,South,66.0,Female,82094.0,96975.67,100000.0,Contactless Payment Device,Thursday,No P933LE90,Visa,Transportation,184292.0,2021-07-29 11:15:03,Patna,East,19.0,Female,162031.0,92319.46,200000.0,Mobile,Thursday,No B937HY28,Visa,Online Shopping,38646.0,2021-07-29 12:25:30,Kolkata,East,69.0,Male,64024.0,16551.5,50000.0,Unknown,Thursday,No P299HW34,Mastercard,Healthcare,31865.0,2021-07-30 08:01:06,Ahmedabad,West,50.0,Male,49407.0,34118.03,50000.0,Desktop,Friday,No X290AJ19,Mastercard,Retail,42851.0,2021-07-30 13:29:51,Chennai,South,38.0,Male,58365.0,49626.88,50000.0,Unknown,Friday,Yes X384KV54,RuPay,Retail,118733.0,2021-07-30 14:58:10,Mumbai,West,51.0,Female,235980.0,115552.99,200000.0,Point-of-Sale Terminal,Friday,Yes H469FG60,Mastercard,Entertainment,156183.0,2021-07-31 00:59:12,Bengaluru,South,66.0,Female,243013.0,66776.86,200000.0,Desktop,Saturday,No Q432KY52,Visa,Transportation,41370.0,2021-07-31 01:51:21,Surat,West,60.0,Male,37719.0,16760.86,50000.0,Desktop,Saturday,No X414CZ64,Mastercard,Entertainment,92546.0,2021-07-31 08:40:12,Bengaluru,South,68.0,Male,70048.0,64595.24,100000.0,Mobile,Saturday,No J837QU35,Visa,Online Shopping,49236.0,2021-07-31 14:05:25,Hyderabad,South,78.0,Female,184407.0,41570.51,200000.0,Mobile,Saturday,No I485IM88,RuPay,Utility bill,45350.0,2021-08-01 04:28:38,Bengaluru,South,18.0,Male,50470.0,,50000.0,Desktop,Sunday,No T252YQ42,Mastercard,Healthcare,43722.0,2021-08-01 06:10:01,Delhi,North,48.0,Male,53617.0,25507.65,50000.0,Contactless Payment Device,Sunday,No B840UM78,American Express,Entertainment,76761.0,2021-08-01 21:49:08,Bengaluru,South,50.0,Female,147873.0,68082.46,150000.0,Unknown,Sunday,No C247HE42,Visa,Online Shopping,102686.0,2021-08-01 23:46:15,Surat,West,26.0,Female,153742.0,81712.78,150000.0,Unknown,Sunday,No M235CD62,American Express,Dining,82632.0,2021-08-02 13:18:55,Hyderabad,South,18.0,Female,86365.0,70660.63,100000.0,Desktop,Monday,No V728XA45,Mastercard,Healthcare,39226.0,2021-08-02 15:20:11,Delhi,North,36.0,Male,98731.0,26274.39,100000.0,Point-of-Sale Terminal,Monday,Yes S573WJ56,Mastercard,Online Shopping,67320.0,2021-08-02 20:41:54,Ahmedabad,West,68.0,Male,145051.0,86358.89,100000.0,Contactless Payment Device,Monday,Yes E298ZT90,Visa,Retail,83451.0,2021-08-03 14:31:08,Kochi,South,18.0,Female,260542.0,114376.16,200000.0,Desktop,Tuesday,No S351QF62,Visa,Healthcare,78568.0,2021-08-03 18:52:43,Kochi,South,43.0,Female,212560.0,49823.6,150000.0,Mobile,Tuesday,No R234RI62,Mastercard,Healthcare,25995.0,2021-08-03 23:09:55,Lucknow,North,30.0,Male,73983.0,26734.13,50000.0,Desktop,Tuesday,No O332AO67,Visa,Utility bill,95822.0,2021-08-04 01:34:55,Ahmedabad,West,64.0,Female,193499.0,86565.89,150000.0,Mobile,Wednesday,No M163LP34,Visa,Online Shopping,27940.0,2021-08-04 03:43:28,Delhi,North,30.0,Female,134556.0,37242.8,100000.0,Point-of-Sale Terminal,Wednesday,Yes W561AJ18,Mastercard,Entertainment,26891.0,2021-08-04 09:17:39,Mumbai,West,,Male,63987.0,32041.73,50000.0,Contactless Payment Device,Wednesday,No D175ZQ31,RuPay,Utility bill,59118.0,2021-08-04 13:59:23,Bengaluru,South,31.0,Male,127083.0,75196.97,100000.0,Mobile,Wednesday,No P794YN27,Visa,Online Shopping,25562.0,2021-08-04 17:34:11,Lucknow,North,37.0,Female,,28362.33,50000.0,Mobile,Wednesday,No Z751ZN50,American Express,Transportation,52535.0,2021-08-04 21:22:57,Bengaluru,South,68.0,Male,168705.0,38682.92,150000.0,Contactless Payment Device,Wednesday,No L973XK60,Visa,Retail,30606.0,2021-08-06 02:44:31,Delhi,North,20.0,Male,230385.0,23901.81,200000.0,Point-of-Sale Terminal,Friday,No I148PQ57,Mastercard,Retail,136654.0,2021-08-06 08:49:27,Patna,East,72.0,Male,,117550.68,150000.0,Contactless Payment Device,Friday,No P540HL45,RuPay,Online Shopping,87502.0,2021-08-06 18:20:25,Mumbai,West,50.0,Female,206720.0,63608.89,200000.0,Contactless Payment Device,Friday,Yes J398CX12,American Express,Retail,48949.0,2021-08-06 19:54:51,Hyderabad,South,80.0,Female,,25782.06,50000.0,Point-of-Sale Terminal,Friday,No B872TP45,Visa,Utility bill,136902.0,2021-08-06 23:13:43,Pune,West,47.0,Female,184347.0,62566.62,150000.0,Unknown,Friday,No H233SE53,Visa,Retail,94474.0,2021-08-07 13:48:31,Kochi,South,32.0,Female,104362.0,97366.88,100000.0,Mobile,Saturday,No X648HF52,Visa,Online Shopping,181384.0,2021-08-08 03:10:45,Kolkata,East,28.0,Male,202786.0,166248.31,200000.0,Point-of-Sale Terminal,Sunday,Yes X179YA91,Visa,Retail,100604.0,2021-08-08 04:01:51,Patna,East,75.0,Male,292845.0,52577.58,200000.0,Desktop,Sunday,No X177ZY50,American Express,Online Shopping,70241.0,2021-08-08 04:48:27,Hyderabad,South,23.0,Male,122137.0,70682.89,100000.0,Mobile,Sunday,Yes A642TP72,Mastercard,Education,45511.0,2021-08-08 18:51:40,Surat,West,41.0,Female,57253.0,,50000.0,Desktop,Sunday,No Z889PN12,Mastercard,Utility bill,192829.0,2021-08-08 23:34:38,Ahmedabad,West,28.0,Female,180640.0,168240.41,200000.0,Contactless Payment Device,Sunday,No A744IB12,Mastercard,Dining,85665.0,2021-08-09 09:26:32,Mumbai,West,30.0,Female,261832.0,44104.96,200000.0,Point-of-Sale Terminal,Monday,No H456CM88,American Express,Dining,27426.0,2021-08-09 13:36:37,Kolkata,East,36.0,Female,59473.0,30811.68,50000.0,Contactless Payment Device,Monday,No M458QS39,Visa,Retail,76238.0,2021-08-10 02:05:00,Lucknow,North,23.0,Female,82392.0,55551.13,100000.0,Point-of-Sale Terminal,Tuesday,Yes L326VP20,RuPay,Retail,30917.0,2021-08-10 08:45:55,Kochi,South,64.0,Female,179822.0,31927.51,150000.0,Unknown,Tuesday,Yes Z143CM21,Visa,Online Shopping,61537.0,2021-08-10 09:55:13,Lucknow,North,64.0,Female,120232.0,49561.22,100000.0,Point-of-Sale Terminal,Tuesday,Yes P851ND83,Visa,Utility bill,45539.0,2021-08-11 02:52:55,Hyderabad,South,79.0,Male,69311.0,48375.09,50000.0,Desktop,Wednesday,No M997TD78,American Express,Healthcare,172271.0,2021-08-11 08:50:27,Kolkata,East,29.0,Female,271184.0,77838.2,200000.0,Unknown,Wednesday,No X103FS79,Mastercard,Healthcare,51756.0,2021-08-12 02:34:03,Hyderabad,South,71.0,Male,140821.0,22481.61,100000.0,Unknown,Thursday,No D651DH28,Visa,Utility bill,28567.0,2021-08-12 15:02:55,Bengaluru,South,58.0,Male,61627.0,34577.78,50000.0,Desktop,Thursday,Yes S267QI42,RuPay,Entertainment,25900.0,2021-08-13 00:10:29,Lucknow,North,55.0,Male,54305.0,22872.12,50000.0,Contactless Payment Device,Friday,No Q736RT88,Mastercard,Retail,79422.0,2021-08-13 02:50:57,Kolkata,East,50.0,Female,187561.0,85922.66,200000.0,Contactless Payment Device,Friday,Yes O994WW30,Mastercard,Online Shopping,49690.0,2021-08-13 23:39:14,Lucknow,North,46.0,Male,44560.0,25407.21,50000.0,Contactless Payment Device,Friday,No X494QQ88,Visa,Transportation,34047.0,2021-08-14 01:02:00,Mumbai,West,79.0,Male,119323.0,31253.95,150000.0,Unknown,Saturday,No U133DU33,American Express,Healthcare,39439.0,2021-08-14 12:54:27,Jaipur,North,60.0,Male,41344.0,28085.74,50000.0,Unknown,Saturday,Yes A384BI60,Visa,Healthcare,91770.0,2021-08-14 15:34:58,Chennai,South,67.0,Female,188514.0,123464.27,150000.0,Mobile,Saturday,Yes X604KG83,Mastercard,Utility bill,59037.0,2021-08-14 19:25:38,Lucknow,North,47.0,Male,113051.0,68181.9,100000.0,Mobile,Saturday,No B306RU80,RuPay,Education,58872.0,2021-08-14 23:01:24,Bengaluru,South,57.0,Male,,78471.95,200000.0,Point-of-Sale Terminal,Saturday,No Q722TT55,Mastercard,Online Shopping,27653.0,2021-08-15 00:16:42,Mumbai,West,38.0,Male,168568.0,34172.19,150000.0,Contactless Payment Device,Sunday,Yes O764OP76,Visa,Retail,99329.0,2021-08-15 17:02:02,Patna,East,77.0,Male,126655.0,,100000.0,Point-of-Sale Terminal,Sunday,No B183DT42,Visa,Healthcare,123375.0,2021-08-15 19:12:40,Surat,West,56.0,Female,248880.0,61625.35,200000.0,Point-of-Sale Terminal,Sunday,No K434AB39,RuPay,Dining,77739.0,2021-08-15 23:26:04,Ahmedabad,West,28.0,Female,228283.0,50895.13,200000.0,Contactless Payment Device,Sunday,No B814UF47,Mastercard,Utility bill,51082.0,2021-08-16 08:18:18,Jaipur,North,74.0,Female,77807.0,68255.34,100000.0,Mobile,Monday,Yes Q471IJ75,RuPay,Online Shopping,54709.0,2021-08-16 12:57:26,Surat,West,41.0,Male,,67326.14,100000.0,Mobile,Monday,No Z341NW36,RuPay,Entertainment,31696.0,2021-08-16 16:25:25,Patna,East,56.0,Female,,22050.74,50000.0,Contactless Payment Device,Monday,No B417HV77,Visa,Entertainment,31458.0,2021-08-16 22:29:14,Surat,West,,Female,123866.0,13661.74,100000.0,Mobile,Monday,No A788YV80,RuPay,Healthcare,125962.0,2021-08-17 09:05:40,Mumbai,West,56.0,Male,223171.0,118302.39,150000.0,Mobile,Tuesday,No E762BG92,Mastercard,Utility bill,95027.0,2021-08-17 14:29:05,Jaipur,North,52.0,Female,138047.0,72051.28,100000.0,Point-of-Sale Terminal,Tuesday,No F678DR83,Mastercard,Transportation,66057.0,2021-08-17 15:44:24,Lucknow,North,18.0,Male,184261.0,44714.09,200000.0,Desktop,Tuesday,Yes I613EW25,Mastercard,Healthcare,26581.0,2021-08-17 18:27:35,Patna,East,68.0,Female,40713.0,12657.88,50000.0,Unknown,Tuesday,No V733RS26,Mastercard,Utility bill,34400.0,2021-08-18 13:05:33,Lucknow,North,33.0,Female,46885.0,41444.26,50000.0,Mobile,Wednesday,No Q215GT16,RuPay,Entertainment,60205.0,2021-08-18 18:04:07,Hyderabad,South,39.0,Male,256042.0,57899.7,200000.0,Mobile,Wednesday,No P112CK38,Visa,Online Shopping,25543.0,2021-08-18 22:45:56,Hyderabad,South,80.0,Female,71992.0,24663.31,50000.0,Point-of-Sale Terminal,Wednesday,No M291PW44,Visa,Dining,106156.0,2021-08-18 22:55:22,Kolkata,East,34.0,Female,252458.0,124158.84,200000.0,Mobile,Wednesday,Yes X571DL93,Visa,Healthcare,123163.0,2021-08-19 00:19:41,Ahmedabad,West,74.0,Female,140992.0,93997.24,150000.0,Point-of-Sale Terminal,Thursday,No E805CF43,Mastercard,Online Shopping,59173.0,2021-08-19 00:32:59,Pune,West,23.0,Male,108182.0,78303.0,100000.0,Contactless Payment Device,Thursday,No R907LT80,Mastercard,Education,187033.0,2021-08-19 01:02:18,Mumbai,West,47.0,Male,155297.0,130865.97,200000.0,Contactless Payment Device,Thursday,No P227AW57,Mastercard,Utility bill,30575.0,2021-08-19 09:40:40,Jaipur,North,27.0,Male,121720.0,14953.63,100000.0,Point-of-Sale Terminal,Thursday,No R282JO94,Visa,Dining,33013.0,2021-08-19 15:31:01,Kochi,South,29.0,Female,40018.0,28339.79,50000.0,Unknown,Thursday,Yes D873VH92,Mastercard,Retail,91537.0,2021-08-19 16:06:44,Kochi,South,69.0,Female,213536.0,107342.78,150000.0,Contactless Payment Device,Thursday,Yes B543CX13,American Express,Online Shopping,65428.0,2021-08-19 16:11:35,Pune,West,32.0,Female,132723.0,56669.88,100000.0,Contactless Payment Device,Thursday,Yes B658FY94,RuPay,Entertainment,42483.0,2021-08-20 14:59:08,Bengaluru,South,66.0,Male,,46964.53,50000.0,Mobile,Friday,Yes U344CQ28,Visa,Dining,48199.0,2021-08-20 17:50:35,Kochi,South,72.0,Female,40520.0,30346.0,50000.0,Unknown,Friday,No Z771ZJ87,Visa,Education,28832.0,2021-08-20 18:34:24,Patna,East,54.0,Female,62589.0,17537.58,50000.0,Unknown,Friday,No L675ER62,Mastercard,Retail,40964.0,2021-08-21 10:43:03,Delhi,North,43.0,Female,63363.0,47848.98,50000.0,Unknown,Saturday,No Q125MO63,RuPay,Education,45204.0,2021-08-21 11:44:40,Jaipur,North,70.0,Male,57398.0,30495.36,50000.0,Point-of-Sale Terminal,Saturday,No S695DL34,RuPay,Retail,42067.0,2021-08-22 09:10:38,Patna,East,58.0,Female,,28126.55,50000.0,Desktop,Sunday,No Q780CI30,RuPay,Retail,31256.0,2021-08-22 11:01:26,Delhi,North,22.0,Female,134800.0,27214.63,100000.0,Unknown,Sunday,No U187HP74,Visa,Education,90772.0,2021-08-22 16:17:13,Mumbai,West,75.0,Male,147085.0,,100000.0,Desktop,Sunday,Yes A607RG75,RuPay,Education,43167.0,2021-08-22 16:48:59,Chennai,South,74.0,Female,155640.0,55691.59,150000.0,Mobile,Sunday,Yes N701KW99,Mastercard,Dining,46164.0,2021-08-22 22:41:02,Patna,East,48.0,Male,158054.0,21146.04,150000.0,Mobile,Sunday,Yes B450UF98,American Express,Transportation,63235.0,2021-08-23 15:31:49,Patna,East,61.0,Male,164961.0,74203.95,150000.0,Desktop,Monday,No V778WP80,RuPay,Entertainment,55915.0,2021-08-24 06:58:32,Surat,West,56.0,Male,70552.0,27372.35,100000.0,Contactless Payment Device,Tuesday,No M979FU70,Mastercard,Education,122447.0,2021-08-24 09:09:09,Kochi,South,44.0,Female,194591.0,137798.84,150000.0,Mobile,Tuesday,No L765PG60,Visa,Online Shopping,97868.0,2021-08-24 17:13:07,Chennai,South,73.0,Female,193301.0,115625.62,150000.0,Mobile,Tuesday,Yes C119ID77,RuPay,Retail,184992.0,2021-08-26 04:26:40,Delhi,North,69.0,Male,191944.0,118401.09,200000.0,Mobile,Thursday,No O960LE49,Mastercard,Education,162858.0,2021-08-26 04:48:04,Kolkata,East,79.0,Male,236726.0,73526.43,200000.0,Point-of-Sale Terminal,Thursday,Yes I101KQ36,Visa,Utility bill,37612.0,2021-08-26 16:42:05,Hyderabad,South,26.0,Female,56364.0,48684.59,50000.0,Unknown,Thursday,No N864BY27,Visa,Retail,102400.0,2021-08-27 01:52:46,Chennai,South,59.0,Male,283460.0,59269.34,200000.0,Mobile,Friday,No V557WV43,Mastercard,Entertainment,37093.0,2021-08-28 06:06:53,Surat,West,31.0,Male,130321.0,25656.63,100000.0,Desktop,Saturday,Yes N856NJ62,Mastercard,Dining,199043.0,2021-08-28 08:15:10,Bengaluru,South,65.0,Female,261467.0,,200000.0,Contactless Payment Device,Saturday,No Y188QA63,Mastercard,Healthcare,118095.0,2021-08-28 08:40:58,Jaipur,North,70.0,Male,182111.0,139864.39,150000.0,Point-of-Sale Terminal,Saturday,No B224FO25,Visa,Healthcare,199090.0,2021-08-28 12:44:21,Kochi,South,42.0,Female,240465.0,135070.56,200000.0,Contactless Payment Device,Saturday,Yes F833OY29,Mastercard,Retail,30423.0,2021-08-28 15:59:18,Surat,West,61.0,Male,39876.0,20568.57,50000.0,Point-of-Sale Terminal,Saturday,No Q169DE48,Mastercard,Healthcare,50185.0,2021-08-28 21:51:07,Jaipur,North,73.0,Female,100484.0,37852.83,100000.0,Point-of-Sale Terminal,Saturday,No A686CC85,American Express,Online Shopping,29412.0,2021-08-28 22:26:44,Kolkata,East,62.0,Male,160665.0,39051.85,150000.0,Contactless Payment Device,Saturday,No O206XE64,Mastercard,Education,76887.0,2021-08-28 23:26:01,Chennai,South,68.0,Female,144557.0,89172.48,100000.0,Unknown,Saturday,No B504QG60,Mastercard,Dining,184457.0,2021-08-29 01:36:22,Kolkata,East,31.0,,298725.0,149328.78,200000.0,Point-of-Sale Terminal,Sunday,No W959TF24,RuPay,Online Shopping,40088.0,2021-08-29 11:19:04,Chennai,South,59.0,Female,150014.0,31296.29,200000.0,Point-of-Sale Terminal,Sunday,Yes C934IB92,RuPay,Utility bill,48161.0,2021-08-29 13:17:47,Chennai,South,24.0,,68633.0,21579.15,50000.0,Mobile,Sunday,No U796IY62,Mastercard,Entertainment,78675.0,2021-08-30 02:38:50,Patna,East,58.0,Male,225733.0,83126.22,200000.0,Contactless Payment Device,Monday,No Z604TV47,Visa,Retail,49693.0,2021-08-30 10:02:00,Mumbai,West,20.0,Female,129504.0,59622.3,100000.0,Contactless Payment Device,Monday,No L798RE21,Mastercard,Retail,34368.0,2021-08-30 19:15:23,Pune,West,26.0,Male,63163.0,23423.37,50000.0,Desktop,Monday,No D365AT38,Visa,Online Shopping,71900.0,2021-08-30 19:48:54,Pune,West,74.0,Female,,36906.24,100000.0,Unknown,Monday,Yes Q237ZR47,Mastercard,Dining,115067.0,2021-08-31 04:53:28,Jaipur,North,33.0,Female,278817.0,125373.36,200000.0,Contactless Payment Device,Tuesday,No H584QL23,Visa,Utility bill,42506.0,2021-08-31 21:47:05,Chennai,South,60.0,Female,60793.0,33862.8,50000.0,Contactless Payment Device,Tuesday,No G508ML48,Visa,Healthcare,44621.0,2021-08-31 22:52:15,Jaipur,North,57.0,Female,51727.0,,50000.0,Mobile,Tuesday,Yes M249FW91,Visa,Online Shopping,37920.0,2021-09-01 00:29:53,Surat,West,47.0,Male,176096.0,23932.52,150000.0,Desktop,Wednesday,No B297WK29,Visa,Online Shopping,112189.0,2021-09-01 00:30:30,Pune,West,78.0,Male,171945.0,57496.63,150000.0,Mobile,Wednesday,Yes W175QC15,Mastercard,Online Shopping,28515.0,2021-09-01 02:06:40,Mumbai,West,18.0,Female,92873.0,18315.49,100000.0,Mobile,Wednesday,No F853HU81,Visa,Transportation,139673.0,2021-09-01 07:07:28,Kolkata,East,24.0,,,,200000.0,Desktop,Wednesday,No E288FK45,American Express,Healthcare,94790.0,2021-09-01 13:30:30,Kochi,South,32.0,Male,78498.0,70294.66,100000.0,Mobile,Wednesday,No J349QB27,Visa,Education,51928.0,2021-09-01 13:37:35,Chennai,South,38.0,Female,227896.0,44862.29,200000.0,Contactless Payment Device,Wednesday,No K416UX90,Visa,Retail,29711.0,2021-09-01 22:30:25,Kochi,South,57.0,Female,146732.0,38734.95,100000.0,Contactless Payment Device,Wednesday,No D146XP10,Mastercard,Entertainment,44481.0,2021-09-02 09:14:21,Lucknow,North,41.0,Female,51393.0,27224.37,50000.0,Mobile,Thursday,No O902LX33,Visa,Retail,54212.0,2021-09-02 12:11:22,Hyderabad,South,24.0,Female,120209.0,55352.41,100000.0,Desktop,Thursday,No V502PJ95,Mastercard,Retail,67244.0,2021-09-02 20:15:50,Kochi,South,31.0,Female,139863.0,42406.66,100000.0,Desktop,Thursday,No U948IO49,RuPay,Online Shopping,90346.0,2021-09-03 00:50:42,Chennai,South,68.0,Female,102915.0,61890.39,100000.0,Point-of-Sale Terminal,Friday,Yes I418YN60,RuPay,Retail,32959.0,2021-09-03 09:53:51,Kolkata,East,21.0,Male,71899.0,45792.6,50000.0,Point-of-Sale Terminal,Friday,No A887QH13,Visa,Dining,141737.0,2021-09-03 12:03:08,Lucknow,North,51.0,Male,284952.0,196855.08,200000.0,Desktop,Friday,No K648FS71,Mastercard,Transportation,47173.0,2021-09-03 12:41:44,Mumbai,West,42.0,Female,58864.0,47337.78,50000.0,Mobile,Friday,No E530JZ97,Mastercard,Dining,35796.0,2021-09-03 15:24:05,Bengaluru,South,57.0,Male,74480.0,29749.53,50000.0,Contactless Payment Device,Friday,No F179VH65,Mastercard,Education,122556.0,2021-09-03 23:42:53,Patna,East,36.0,,146125.0,88414.51,200000.0,Contactless Payment Device,Friday,No Y482NC78,Mastercard,Transportation,37384.0,2021-09-04 14:20:49,Kochi,South,56.0,Female,105993.0,42837.87,150000.0,Desktop,Saturday,No K721YA38,Visa,Utility bill,33495.0,2021-09-04 15:44:45,Hyderabad,South,46.0,Male,153097.0,45074.02,200000.0,Unknown,Saturday,No K375LW43,RuPay,Online Shopping,102733.0,2021-09-05 02:22:19,Pune,West,66.0,Male,153821.0,,150000.0,Point-of-Sale Terminal,Sunday,No N743PP26,RuPay,Online Shopping,43431.0,2021-09-05 09:40:18,Mumbai,West,43.0,Male,41881.0,36162.73,50000.0,Desktop,Sunday,Yes L996GJ62,Visa,Online Shopping,86262.0,2021-09-06 13:32:58,Lucknow,North,78.0,Female,167161.0,57925.79,200000.0,Desktop,Monday,No U970GK76,Visa,Education,25571.0,2021-09-06 14:19:51,Delhi,North,45.0,Male,35583.0,10953.58,50000.0,Contactless Payment Device,Monday,No G835XE79,Mastercard,Healthcare,61069.0,2021-09-06 18:28:04,Lucknow,North,42.0,Male,109587.0,49256.28,100000.0,Desktop,Monday,No G936ZQ77,Visa,Transportation,91653.0,2021-09-06 18:33:31,Kochi,South,21.0,,102554.0,,100000.0,Mobile,Monday,No Y722ZF89,Mastercard,Entertainment,45246.0,2021-09-06 20:19:36,Hyderabad,South,56.0,Female,55323.0,34246.69,50000.0,Desktop,Monday,No Y306YV92,Mastercard,Transportation,170130.0,2021-09-07 01:42:21,Pune,West,52.0,Male,286517.0,172064.39,200000.0,Point-of-Sale Terminal,Tuesday,No W833NV77,Mastercard,Utility bill,54865.0,2021-09-07 07:52:02,Jaipur,North,63.0,Female,210270.0,56573.33,200000.0,Desktop,Tuesday,No W952FK73,Mastercard,Retail,198998.0,2021-09-07 09:53:37,Kolkata,East,57.0,Female,248263.0,175785.74,200000.0,Unknown,Tuesday,No Z681QT10,Visa,Dining,60854.0,2021-09-07 15:06:50,Bengaluru,South,54.0,Female,143518.0,30723.31,150000.0,Desktop,Tuesday,No L427QA45,Visa,Entertainment,89874.0,2021-09-07 15:55:30,Hyderabad,South,43.0,Male,108227.0,,100000.0,Mobile,Tuesday,No H782PD21,American Express,Retail,68436.0,2021-09-08 03:23:29,Hyderabad,South,26.0,Male,95587.0,95620.64,100000.0,Unknown,Wednesday,No W880SC49,Mastercard,Utility bill,134806.0,2021-09-08 14:53:04,Ahmedabad,West,32.0,Male,,83471.85,150000.0,Unknown,Wednesday,Yes O418SN68,Visa,Online Shopping,55487.0,2021-09-08 20:30:58,Lucknow,North,20.0,Female,124641.0,37694.66,150000.0,Contactless Payment Device,Wednesday,No X509FW10,RuPay,Education,25721.0,2021-09-09 00:22:21,Delhi,North,29.0,Female,49346.0,25026.36,50000.0,Contactless Payment Device,Thursday,No E420SD72,Visa,Transportation,68393.0,2021-09-09 08:04:05,Pune,West,79.0,Male,108433.0,33186.24,100000.0,Mobile,Thursday,No N778PI75,Mastercard,Dining,44710.0,2021-09-09 08:49:03,Patna,East,56.0,Female,63310.0,42427.77,50000.0,Point-of-Sale Terminal,Thursday,No D922JK85,Visa,Entertainment,127302.0,2021-09-09 09:13:22,Delhi,North,63.0,Male,176445.0,124220.33,200000.0,Point-of-Sale Terminal,Thursday,No H777FV22,Visa,Retail,124884.0,2021-09-09 12:24:43,Patna,East,64.0,Male,153180.0,69773.03,150000.0,Point-of-Sale Terminal,Thursday,No H767JY71,Mastercard,Retail,34068.0,2021-09-09 13:59:04,Surat,West,62.0,Female,174730.0,35475.4,150000.0,Mobile,Thursday,Yes H209YW69,RuPay,Healthcare,35842.0,2021-09-09 14:38:24,Kochi,South,80.0,Female,253272.0,21517.21,200000.0,Point-of-Sale Terminal,Thursday,No S278FJ71,Mastercard,Utility bill,30258.0,2021-09-10 12:41:00,Lucknow,North,45.0,Female,57479.0,31740.1,50000.0,Unknown,Friday,No M792CK62,Visa,Online Shopping,67765.0,2021-09-11 11:13:02,Delhi,North,,Female,97631.0,92323.38,100000.0,Desktop,Saturday,No P781NC28,Mastercard,Entertainment,99243.0,2021-09-11 23:58:09,Mumbai,West,64.0,Female,231407.0,97965.46,200000.0,Unknown,Saturday,No F575CT43,Mastercard,Transportation,35411.0,2021-09-12 05:32:40,Lucknow,North,42.0,Female,116156.0,39061.66,100000.0,Point-of-Sale Terminal,Sunday,No I760AW97,Visa,Utility bill,38394.0,2021-09-12 07:54:49,Ahmedabad,West,31.0,Male,109487.0,47670.23,150000.0,Unknown,Sunday,No H712JR69,Visa,Entertainment,35794.0,2021-09-12 08:43:57,Pune,West,75.0,Male,215930.0,21310.28,200000.0,Unknown,Sunday,Yes L679JW18,Visa,Healthcare,137082.0,2021-09-12 21:46:11,Jaipur,North,74.0,Male,295072.0,92779.06,200000.0,Unknown,Sunday,No P894GW64,RuPay,Entertainment,67318.0,2021-09-13 02:30:35,Mumbai,West,59.0,Male,210390.0,53621.67,200000.0,Mobile,Monday,No V683MZ80,Visa,Online Shopping,56361.0,2021-09-13 02:58:07,Surat,West,65.0,Male,203815.0,62998.62,150000.0,Contactless Payment Device,Monday,Yes H310FV77,Visa,Education,39756.0,2021-09-13 06:00:55,Jaipur,North,54.0,Female,80046.0,45790.3,100000.0,Unknown,Monday,No Z592LE75,Visa,Entertainment,38851.0,2021-09-13 08:20:49,Surat,West,46.0,Female,50058.0,44227.65,50000.0,Contactless Payment Device,Monday,No T331CD55,Mastercard,Transportation,40436.0,2021-09-13 12:46:02,Patna,East,23.0,Male,53089.0,28710.22,50000.0,Desktop,Monday,No F403BA30,Mastercard,Online Shopping,36732.0,2021-09-13 20:59:49,Bengaluru,South,30.0,Male,36258.0,45737.57,50000.0,Point-of-Sale Terminal,Monday,Yes U218MB68,Mastercard,Retail,196065.0,2021-09-13 23:12:33,Pune,West,65.0,Male,189756.0,197193.11,200000.0,Desktop,Monday,No D324DE14,Mastercard,Online Shopping,45707.0,2021-09-14 11:12:29,Pune,West,71.0,Male,44681.0,38991.61,50000.0,Mobile,Tuesday,Yes I912WY41,Mastercard,Healthcare,52133.0,2021-09-14 13:42:43,Hyderabad,South,21.0,Female,135976.0,53081.84,150000.0,Desktop,Tuesday,Yes L116PW30,Visa,Online Shopping,149401.0,2021-09-14 23:30:13,Surat,West,80.0,Male,145950.0,79523.72,150000.0,Mobile,Tuesday,No P425JX77,Mastercard,Retail,87424.0,2021-09-15 05:33:39,Kolkata,East,61.0,Female,272503.0,,200000.0,Contactless Payment Device,Wednesday,No I785JF15,Visa,Education,31986.0,2021-09-15 12:05:56,Bengaluru,South,36.0,Male,39423.0,37179.29,50000.0,Point-of-Sale Terminal,Wednesday,Yes K201WK36,American Express,Utility bill,27463.0,2021-09-16 09:53:48,Lucknow,North,55.0,Female,,14918.52,50000.0,Desktop,Thursday,No R405FI43,Mastercard,Retail,25913.0,2021-09-16 14:02:22,Pune,West,57.0,Female,127391.0,22862.63,100000.0,Mobile,Thursday,No E356SF36,Mastercard,Entertainment,46880.0,2021-09-16 20:48:32,Hyderabad,South,20.0,Female,97251.0,36105.9,100000.0,Mobile,Thursday,No N561QK87,RuPay,Transportation,64767.0,2021-09-17 05:45:58,Bengaluru,South,44.0,Female,83833.0,81289.67,100000.0,Mobile,Friday,No U923MS41,Visa,Utility bill,135374.0,2021-09-17 12:06:45,Jaipur,North,20.0,Female,130249.0,137062.15,150000.0,Contactless Payment Device,Friday,No M690FP19,Mastercard,Utility bill,69721.0,2021-09-17 12:46:51,Jaipur,North,33.0,Male,139506.0,36032.1,100000.0,Contactless Payment Device,Friday,No G468EL16,Visa,Online Shopping,114695.0,2021-09-17 21:05:39,Surat,West,60.0,Female,191755.0,53240.9,150000.0,Unknown,Friday,Yes A426JL64,RuPay,Retail,69142.0,2021-09-18 05:11:23,Hyderabad,South,56.0,Male,76090.0,70738.75,100000.0,Mobile,Saturday,No J458QR13,RuPay,Online Shopping,147540.0,2021-09-18 14:47:45,Surat,West,76.0,Female,160758.0,127262.59,200000.0,Mobile,Saturday,Yes Q682WT18,Mastercard,Retail,60160.0,2021-09-19 06:44:36,Kochi,South,19.0,Female,218208.0,45069.19,150000.0,Unknown,Sunday,No U448UK38,Visa,Dining,130703.0,2021-09-20 01:49:16,Bengaluru,South,71.0,Female,189713.0,,200000.0,Contactless Payment Device,Monday,No W134NZ92,Visa,Retail,53141.0,2021-09-20 03:00:31,Lucknow,North,50.0,Female,93291.0,26626.08,100000.0,Contactless Payment Device,Monday,No A286HC62,Mastercard,Online Shopping,162552.0,2021-09-20 13:22:39,Kolkata,East,28.0,Female,187232.0,,200000.0,Unknown,Monday,No X997AS20,Visa,Education,119697.0,2021-09-20 23:06:32,Jaipur,North,20.0,Female,138622.0,90216.82,150000.0,Unknown,Monday,No Z263RM28,Visa,Utility bill,64442.0,2021-09-21 06:07:54,Mumbai,West,72.0,Male,150261.0,28927.26,150000.0,Mobile,Tuesday,Yes J749XK91,RuPay,Entertainment,56852.0,2021-09-21 07:01:38,Mumbai,West,47.0,Male,157756.0,78689.44,150000.0,Desktop,Tuesday,Yes Q310DS12,Visa,Healthcare,66126.0,2021-09-21 11:26:04,Hyderabad,South,68.0,Male,77511.0,86339.35,100000.0,Unknown,Tuesday,No A654WB34,Visa,Healthcare,49544.0,2021-09-21 12:04:06,Patna,East,20.0,Male,74888.0,31206.26,50000.0,Contactless Payment Device,Tuesday,No K609MY43,Visa,Healthcare,35808.0,2021-09-21 13:02:40,Mumbai,West,71.0,Female,58620.0,45762.07,50000.0,Point-of-Sale Terminal,Tuesday,No P333VI10,Visa,Retail,56598.0,2021-09-21 13:17:45,Mumbai,West,75.0,Male,97082.0,50295.43,100000.0,Desktop,Tuesday,Yes J230XV70,Mastercard,Retail,84030.0,2021-09-22 08:11:40,Kochi,South,41.0,Male,84849.0,44991.25,100000.0,Unknown,Wednesday,No C297HP32,RuPay,Online Shopping,49346.0,2021-09-23 05:18:13,Mumbai,West,48.0,Female,46164.0,37747.58,50000.0,Point-of-Sale Terminal,Thursday,No H225SG50,RuPay,Entertainment,109101.0,2021-09-23 06:37:41,Lucknow,North,74.0,Male,160798.0,94494.15,150000.0,Point-of-Sale Terminal,Thursday,No U151PK16,American Express,Education,93514.0,2021-09-23 12:18:46,Surat,West,61.0,Male,147769.0,50812.44,150000.0,Unknown,Thursday,Yes V875SD87,Visa,Online Shopping,34477.0,2021-09-23 14:37:49,Patna,East,58.0,Female,41460.0,14258.38,50000.0,Point-of-Sale Terminal,Thursday,No G391EC14,Visa,Dining,133368.0,2021-09-24 00:18:15,Bengaluru,South,40.0,Female,293060.0,124529.09,200000.0,Unknown,Friday,No U850VF61,American Express,Education,35744.0,2021-09-24 02:52:10,Lucknow,North,47.0,Male,54522.0,46461.77,50000.0,Desktop,Friday,Yes L846MI31,Mastercard,Online Shopping,48052.0,2021-09-24 08:01:09,Pune,West,18.0,Male,50450.0,38978.24,50000.0,Contactless Payment Device,Friday,Yes D742QI24,Mastercard,Retail,191003.0,2021-09-24 16:10:13,Patna,East,60.0,Female,264051.0,177010.64,200000.0,Desktop,Friday,No A857XK25,RuPay,Education,111687.0,2021-09-24 19:21:58,Chennai,South,60.0,Female,178823.0,142387.74,150000.0,Unknown,Friday,No E405QM70,Mastercard,Retail,135507.0,2021-09-25 05:19:37,Ahmedabad,West,36.0,Male,261764.0,113929.58,200000.0,Contactless Payment Device,Saturday,Yes J294IO29,RuPay,Retail,33290.0,2021-09-25 18:04:34,Lucknow,North,23.0,Male,86627.0,42063.23,100000.0,Unknown,Saturday,Yes D477ED51,Mastercard,Online Shopping,25467.0,2021-09-25 22:25:52,Lucknow,North,65.0,Male,70190.0,35493.08,50000.0,Contactless Payment Device,Saturday,Yes I817UE39,American Express,Retail,108807.0,2021-09-26 00:20:53,Kolkata,East,44.0,Female,278563.0,127397.12,200000.0,Mobile,Sunday,No T616FL37,American Express,Entertainment,30339.0,2021-09-26 14:05:13,Mumbai,West,78.0,Male,96376.0,40414.64,100000.0,Desktop,Sunday,No E188TH39,Visa,Retail,117564.0,2021-09-27 01:03:59,Hyderabad,South,38.0,Male,134379.0,63034.78,150000.0,Mobile,Monday,No D789CA84,Visa,Online Shopping,35362.0,2021-09-27 01:59:17,Kochi,South,39.0,Female,71451.0,44328.26,50000.0,Desktop,Monday,No N712MS44,American Express,Online Shopping,47314.0,2021-09-27 17:21:15,Lucknow,North,40.0,Female,37922.0,44994.57,50000.0,Contactless Payment Device,Monday,Yes J396FO51,Mastercard,Entertainment,84888.0,2021-09-27 18:30:53,Surat,West,31.0,Female,297078.0,68020.29,200000.0,Unknown,Monday,Yes S666AT93,American Express,Retail,45829.0,2021-09-27 19:15:12,Delhi,North,37.0,Female,,47784.13,150000.0,Unknown,Monday,Yes W853QS77,Mastercard,Online Shopping,58427.0,2021-09-27 20:30:56,Pune,West,75.0,Female,299467.0,78281.56,200000.0,Point-of-Sale Terminal,Monday,No S319NI79,Mastercard,Retail,46021.0,2021-09-27 22:15:15,Chennai,South,22.0,Male,206059.0,27107.15,150000.0,Unknown,Monday,Yes N588KK11,RuPay,Dining,104421.0,2021-09-27 23:19:16,Jaipur,North,56.0,Female,167607.0,91048.63,150000.0,Unknown,Monday,Yes U797FC84,American Express,Healthcare,25207.0,2021-09-28 00:25:28,Ahmedabad,West,74.0,Male,193733.0,20404.51,150000.0,Contactless Payment Device,Tuesday,No G732IY17,Visa,Retail,29581.0,2021-09-28 01:04:51,Chennai,South,61.0,Female,121153.0,40997.32,100000.0,Mobile,Tuesday,No K804XI38,Visa,Online Shopping,108114.0,2021-09-28 07:40:01,Mumbai,West,35.0,Female,174374.0,149679.61,200000.0,Mobile,Tuesday,No Y410AV20,Visa,Dining,45456.0,2021-09-29 03:55:58,Patna,East,40.0,Male,70840.0,20070.43,50000.0,Contactless Payment Device,Wednesday,No S211CG30,Mastercard,Online Shopping,32139.0,2021-09-29 06:16:08,Lucknow,North,66.0,Female,169262.0,43885.51,150000.0,Contactless Payment Device,Wednesday,No T910HA55,RuPay,Online Shopping,32039.0,2021-09-29 12:07:14,Mumbai,West,29.0,Female,72359.0,19895.63,50000.0,Contactless Payment Device,Wednesday,No P436QI79,Mastercard,Dining,49587.0,2021-09-30 10:25:56,Surat,West,43.0,Female,150543.0,44462.99,150000.0,Mobile,Thursday,Yes O494NL53,Visa,Healthcare,47111.0,2021-09-30 11:10:45,Hyderabad,South,56.0,Female,156826.0,39580.1,150000.0,Unknown,Thursday,Yes D582HV72,RuPay,Utility bill,82199.0,2021-09-30 17:47:35,Pune,West,64.0,Male,204350.0,106973.12,150000.0,Unknown,Thursday,Yes K356AW45,Visa,Online Shopping,32361.0,2021-10-01 14:23:29,Surat,West,19.0,Female,128440.0,32169.01,100000.0,Contactless Payment Device,Friday,Yes D675WP85,Visa,Dining,51328.0,2021-10-01 20:22:45,Delhi,North,70.0,Male,132619.0,55557.74,150000.0,Mobile,Friday,Yes H545TU51,American Express,Transportation,25148.0,2021-10-01 23:43:12,Bengaluru,South,41.0,Female,177914.0,28913.3,150000.0,Unknown,Friday,No U387GF35,RuPay,Online Shopping,65883.0,2021-10-02 01:27:30,Pune,West,26.0,Male,195987.0,49282.47,150000.0,Contactless Payment Device,Saturday,No D328FA62,Mastercard,Retail,56629.0,2021-10-02 06:04:18,Jaipur,North,47.0,Female,109465.0,46167.44,100000.0,Desktop,Saturday,No H212GJ55,RuPay,Education,34425.0,2021-10-02 08:38:08,Bengaluru,South,22.0,Male,65089.0,16469.21,50000.0,Mobile,Saturday,No V378OU93,RuPay,Retail,27122.0,2021-10-02 12:19:53,Bengaluru,South,23.0,Female,55517.0,20415.73,50000.0,Contactless Payment Device,Saturday,No T159US31,American Express,Entertainment,34625.0,2021-10-02 17:17:54,Kochi,South,34.0,Female,,16876.9,50000.0,Contactless Payment Device,Saturday,No L380TZ94,Mastercard,Online Shopping,50364.0,2021-10-03 08:10:16,Surat,West,28.0,Male,126454.0,21460.31,100000.0,Contactless Payment Device,Sunday,Yes Q643GZ37,Mastercard,Online Shopping,44816.0,2021-10-03 10:45:11,Patna,East,29.0,Male,149530.0,37237.06,100000.0,Mobile,Sunday,Yes P418WF26,Mastercard,Healthcare,40604.0,2021-10-03 12:09:18,Pune,West,54.0,Female,70531.0,49958.64,50000.0,Desktop,Sunday,Yes W118FB24,Visa,Utility bill,145567.0,2021-10-04 06:09:42,Jaipur,North,40.0,Female,198890.0,74044.9,150000.0,Mobile,Monday,No Q658SQ20,Visa,Utility bill,57668.0,2021-10-05 08:30:16,Bengaluru,South,35.0,Female,156849.0,38361.54,200000.0,Desktop,Tuesday,No K774BM96,Visa,Transportation,31586.0,2021-10-05 09:51:21,Bengaluru,South,72.0,Female,216177.0,21886.12,200000.0,Mobile,Tuesday,No P895LF85,Visa,Transportation,36620.0,2021-10-05 12:55:36,Hyderabad,South,20.0,Male,81826.0,31505.25,100000.0,Contactless Payment Device,Tuesday,No S806KH45,Visa,Entertainment,76258.0,2021-10-05 13:26:22,Delhi,North,72.0,Female,142312.0,61879.0,100000.0,Desktop,Tuesday,Yes Q377DZ44,RuPay,Online Shopping,47301.0,2021-10-05 21:21:13,Surat,West,58.0,Female,209292.0,43502.02,150000.0,Point-of-Sale Terminal,Tuesday,No X107NZ89,Visa,Online Shopping,74199.0,2021-10-06 04:24:55,Jaipur,North,63.0,Female,199426.0,60875.77,150000.0,Contactless Payment Device,Wednesday,No F989GM53,Mastercard,Retail,40078.0,2021-10-06 13:00:09,Kolkata,East,74.0,Female,72839.0,52258.24,100000.0,Mobile,Wednesday,Yes X601VZ22,Visa,Dining,102528.0,2021-10-06 19:45:12,Kolkata,East,62.0,Male,,134473.26,150000.0,Desktop,Wednesday,No O268ZS29,RuPay,Education,75411.0,2021-10-07 00:02:57,Surat,West,,Female,85362.0,82064.36,100000.0,Point-of-Sale Terminal,Thursday,No N843JH12,Visa,Healthcare,178450.0,2021-10-07 11:13:11,Mumbai,West,59.0,Male,219217.0,152916.9,200000.0,Mobile,Thursday,No P370QY80,RuPay,Transportation,182720.0,2021-10-07 15:45:33,Delhi,North,19.0,Female,241477.0,122721.48,200000.0,Unknown,Thursday,No M250NA69,Visa,Healthcare,172654.0,2021-10-07 18:48:35,Ahmedabad,West,54.0,Male,289236.0,164325.86,200000.0,Desktop,Thursday,No L351LK28,Mastercard,Entertainment,52428.0,2021-10-07 22:38:07,Lucknow,North,43.0,Female,143159.0,50348.37,100000.0,Mobile,Thursday,Yes S757JA39,Mastercard,Utility bill,86455.0,2021-10-08 00:45:35,Mumbai,West,18.0,Male,161539.0,47996.34,150000.0,Contactless Payment Device,Friday,Yes N113XX77,Mastercard,Entertainment,63291.0,2021-10-08 02:18:50,Lucknow,North,60.0,Male,90883.0,80624.71,100000.0,Desktop,Friday,No D401CW47,Visa,Online Shopping,70500.0,2021-10-08 02:41:30,Chennai,South,40.0,Female,169320.0,75707.61,150000.0,Unknown,Friday,No C130UQ76,Visa,Utility bill,43085.0,2021-10-08 03:01:00,Patna,East,45.0,Male,128147.0,59524.16,100000.0,Unknown,Friday,No T678NI84,Visa,Online Shopping,84321.0,2021-10-08 16:21:22,Pune,West,51.0,Female,274162.0,103211.37,200000.0,Mobile,Friday,No T127FU50,American Express,Utility bill,81291.0,2021-10-09 05:05:33,Ahmedabad,West,65.0,Male,209664.0,103733.42,150000.0,Unknown,Saturday,No B912TK21,Mastercard,Transportation,68888.0,2021-10-09 06:49:23,Pune,West,21.0,Male,109799.0,83472.53,150000.0,,Saturday,Yes Z638GC72,Visa,Education,185977.0,2021-10-09 16:22:29,Kochi,South,38.0,Male,168984.0,123239.44,200000.0,Contactless Payment Device,Saturday,No J232ST47,Visa,Transportation,107970.0,2021-10-09 21:44:21,Chennai,South,61.0,Male,222879.0,134399.25,200000.0,Contactless Payment Device,Saturday,No Z451CT12,RuPay,Retail,109095.0,2021-10-09 22:57:22,Hyderabad,South,33.0,Female,191985.0,104515.85,150000.0,Unknown,Saturday,No G644QP92,American Express,Retail,189077.0,2021-10-10 07:23:54,Kolkata,East,75.0,Male,161602.0,163933.14,200000.0,Desktop,Sunday,Yes J654GJ65,Visa,Online Shopping,37359.0,2021-10-10 18:42:26,Pune,West,20.0,Female,145832.0,46877.26,150000.0,Contactless Payment Device,Sunday,Yes A164AQ38,RuPay,Dining,99554.0,2021-10-10 19:32:06,Bengaluru,South,29.0,Male,288884.0,93008.09,200000.0,Contactless Payment Device,Sunday,No S274CL38,Visa,Online Shopping,59028.0,2021-10-11 13:08:57,Hyderabad,South,46.0,Male,140357.0,56765.63,200000.0,Point-of-Sale Terminal,Monday,No L173AS11,Mastercard,Online Shopping,25480.0,2021-10-11 14:20:35,Mumbai,West,26.0,Male,69433.0,29280.96,50000.0,Desktop,Monday,No B561IV72,Visa,Transportation,115073.0,2021-10-11 17:00:04,Patna,East,31.0,Male,153351.0,99233.85,150000.0,Point-of-Sale Terminal,Monday,Yes Q380YA64,Visa,Retail,40789.0,2021-10-12 12:43:28,Delhi,North,50.0,Female,99107.0,45439.65,100000.0,Contactless Payment Device,Tuesday,No K149IT71,Visa,Utility bill,43207.0,2021-10-12 18:54:29,Delhi,North,73.0,Male,,46526.16,50000.0,Contactless Payment Device,Tuesday,Yes M563VN72,American Express,Entertainment,49712.0,2021-10-13 04:37:55,Delhi,North,39.0,Male,40993.0,33060.83,50000.0,Unknown,Wednesday,Yes I890IP97,Mastercard,Entertainment,65253.0,2021-10-13 05:27:52,Hyderabad,South,65.0,Female,132731.0,54947.4,150000.0,Unknown,Wednesday,No Z292BE57,Mastercard,Healthcare,29571.0,2021-10-14 08:45:08,Jaipur,North,19.0,Male,41594.0,37281.47,50000.0,Unknown,Thursday,No X457VA77,RuPay,Utility bill,80390.0,2021-10-15 05:36:19,Lucknow,North,45.0,Male,149380.0,,100000.0,Contactless Payment Device,Friday,No J518ET86,Visa,Retail,46116.0,2021-10-15 11:29:29,Chennai,South,66.0,Male,218917.0,50284.78,150000.0,Point-of-Sale Terminal,Friday,Yes U211JG82,RuPay,Healthcare,27433.0,2021-10-15 14:04:36,Pune,West,24.0,,37169.0,20891.61,50000.0,Mobile,Friday,No A602IS37,Mastercard,Transportation,113905.0,2021-10-15 23:38:43,Mumbai,West,71.0,Male,142528.0,103976.51,150000.0,Point-of-Sale Terminal,Friday,No V267NO95,Visa,Online Shopping,25635.0,2021-10-16 05:17:31,Hyderabad,South,39.0,Male,149845.0,29199.07,150000.0,Mobile,Saturday,No Y747CB91,Visa,Retail,121265.0,2021-10-16 12:11:49,Kolkata,East,78.0,Male,155958.0,84267.44,200000.0,Contactless Payment Device,Saturday,No O101HQ49,Mastercard,Entertainment,99137.0,2021-10-16 12:40:27,Hyderabad,South,58.0,Female,126446.0,87330.16,100000.0,Desktop,Saturday,No D921DL74,Mastercard,Retail,28177.0,2021-10-16 18:15:12,Mumbai,West,62.0,Male,56735.0,13461.13,50000.0,Unknown,Saturday,No L915MV37,American Express,Retail,139579.0,2021-10-17 04:29:56,Chennai,South,70.0,Female,125641.0,121447.12,150000.0,Point-of-Sale Terminal,Sunday,No U278JE45,Mastercard,Utility bill,175780.0,2021-10-17 15:35:11,Ahmedabad,West,20.0,Male,292206.0,153032.63,200000.0,Point-of-Sale Terminal,Sunday,No Q272TY54,Mastercard,Entertainment,53451.0,2021-10-17 15:40:26,Pune,West,80.0,Male,223005.0,37938.05,150000.0,Mobile,Sunday,No N254WJ21,American Express,Transportation,31760.0,2021-10-18 02:33:41,Lucknow,North,67.0,Male,40694.0,29818.63,50000.0,Point-of-Sale Terminal,Monday,No L705VZ44,RuPay,Healthcare,140220.0,2021-10-18 09:20:30,Chennai,South,22.0,Male,179232.0,116720.2,150000.0,Unknown,Monday,No I581RI35,American Express,Entertainment,136277.0,2021-10-18 13:40:46,Bengaluru,South,22.0,Male,176047.0,100679.61,150000.0,Contactless Payment Device,Monday,No E813FO21,Mastercard,Online Shopping,47752.0,2021-10-18 18:15:59,Bengaluru,South,29.0,Male,131485.0,51521.01,100000.0,Mobile,Monday,Yes X766DY16,Mastercard,Education,82423.0,2021-10-18 19:25:03,Patna,East,50.0,Female,136152.0,91930.76,150000.0,Desktop,Monday,No H250ZW78,American Express,Dining,57355.0,2021-10-18 19:37:38,Pune,West,78.0,Female,147355.0,46933.09,100000.0,Unknown,Monday,No A278KG47,RuPay,Healthcare,44882.0,2021-10-18 23:20:53,Pune,West,80.0,Female,122137.0,28886.17,100000.0,Contactless Payment Device,Monday,No F351ZB91,Mastercard,Utility bill,30077.0,2021-10-19 19:29:51,Patna,East,68.0,Male,63938.0,20931.19,50000.0,Contactless Payment Device,Tuesday,Yes S668GJ74,RuPay,Online Shopping,32452.0,2021-10-20 03:33:03,Lucknow,North,32.0,Male,110043.0,19409.79,100000.0,Unknown,Wednesday,No Q832CI89,Visa,Retail,124022.0,2021-10-20 06:24:04,Mumbai,West,73.0,Female,156641.0,121000.43,200000.0,Contactless Payment Device,Wednesday,No J954ZC82,Mastercard,Education,28193.0,2021-10-20 12:54:01,Kochi,South,47.0,Female,75220.0,11654.32,100000.0,Point-of-Sale Terminal,Wednesday,No T644PB19,Mastercard,Healthcare,48671.0,2021-10-20 22:26:47,Mumbai,West,62.0,Male,197813.0,48635.84,200000.0,Contactless Payment Device,Wednesday,No A764OI21,Mastercard,Retail,136590.0,2021-10-21 00:40:28,Chennai,South,68.0,Male,148646.0,181670.16,200000.0,Mobile,Thursday,Yes W543PH93,American Express,Healthcare,60059.0,2021-10-21 14:57:37,Surat,West,33.0,Male,120805.0,46384.46,100000.0,Mobile,Thursday,Yes K121RP92,Mastercard,Retail,42072.0,2021-10-21 18:20:11,Kolkata,East,45.0,Male,59917.0,40275.75,50000.0,Unknown,Thursday,Yes E694IU78,RuPay,Transportation,42745.0,2021-10-21 18:53:23,Lucknow,North,67.0,Female,174555.0,19672.12,200000.0,Desktop,Thursday,No U562SL65,American Express,Dining,70285.0,2021-10-22 04:08:29,Bengaluru,South,58.0,Male,74667.0,49884.09,100000.0,Contactless Payment Device,Friday,No X491ML83,American Express,Dining,36523.0,2021-10-22 23:56:37,Pune,West,60.0,Male,163834.0,23454.14,200000.0,Mobile,Friday,No E267UQ84,Visa,Healthcare,65684.0,2021-10-23 11:04:11,Delhi,North,21.0,Male,78951.0,53744.5,100000.0,Point-of-Sale Terminal,Saturday,No J807KP83,Mastercard,Online Shopping,136852.0,2021-10-23 16:35:51,Ahmedabad,West,18.0,Female,207616.0,118295.27,150000.0,Desktop,Saturday,No J593UJ70,Mastercard,Dining,131958.0,2021-10-23 22:28:33,Delhi,North,64.0,,117872.0,85365.81,150000.0,Point-of-Sale Terminal,Saturday,Yes V175ND40,Mastercard,Online Shopping,174854.0,2021-10-23 23:11:11,Delhi,North,39.0,Male,250716.0,113934.69,200000.0,Unknown,Saturday,No T513VD69,RuPay,Utility bill,152710.0,2021-10-24 04:52:21,Mumbai,West,22.0,Female,275880.0,96086.08,200000.0,Unknown,Sunday,No D606GV30,Visa,Entertainment,25699.0,2021-10-24 05:17:02,Pune,West,37.0,Female,112109.0,13285.36,150000.0,Contactless Payment Device,Sunday,No U412ES79,Mastercard,Retail,47249.0,2021-10-24 11:05:09,Jaipur,North,38.0,Male,64496.0,23986.42,50000.0,Unknown,Sunday,No D856QV37,Visa,Utility bill,48284.0,2021-10-24 12:09:37,Hyderabad,South,26.0,Female,205804.0,27658.04,150000.0,Contactless Payment Device,Sunday,Yes X723UL97,Visa,Online Shopping,66555.0,2021-10-25 10:21:39,Mumbai,West,30.0,Male,120517.0,81626.88,100000.0,Point-of-Sale Terminal,Monday,No H500AU63,Visa,Transportation,25787.0,2021-10-25 16:26:56,Kochi,South,19.0,Male,52006.0,31143.42,50000.0,Unknown,Monday,Yes T103YP82,Visa,Healthcare,61817.0,2021-10-25 17:42:47,Delhi,North,50.0,Female,122380.0,28910.18,100000.0,Point-of-Sale Terminal,Monday,Yes X942UG14,Visa,Online Shopping,90898.0,2021-10-25 19:51:47,Kochi,South,73.0,Female,130797.0,42991.88,100000.0,Mobile,Monday,No F646JS85,RuPay,Retail,80730.0,2021-10-26 11:48:41,Chennai,South,53.0,Female,99016.0,99990.93,100000.0,Mobile,Tuesday,No C288WJ52,Mastercard,Retail,38007.0,2021-10-26 16:31:41,Lucknow,North,46.0,Male,70315.0,19540.92,50000.0,Mobile,Tuesday,No V396UX68,Visa,Dining,32675.0,2021-10-27 01:54:08,Mumbai,West,76.0,Male,66693.0,40461.16,50000.0,Mobile,Wednesday,No R654IP77,RuPay,Retail,41677.0,2021-10-27 03:35:13,Jaipur,North,48.0,Female,60898.0,17985.07,50000.0,Point-of-Sale Terminal,Wednesday,No U106NN35,Visa,Transportation,31838.0,2021-10-27 12:11:55,Chennai,South,49.0,Female,49464.0,40738.57,50000.0,Point-of-Sale Terminal,Wednesday,No S828FA13,Visa,Entertainment,28770.0,2021-10-27 23:27:21,Patna,East,66.0,Female,109001.0,21375.15,150000.0,Point-of-Sale Terminal,Wednesday,No S785PQ54,RuPay,Education,74887.0,2021-10-28 00:19:01,Ahmedabad,West,25.0,Female,241818.0,64362.73,200000.0,Point-of-Sale Terminal,Thursday,No B883WF43,RuPay,Online Shopping,125760.0,2021-10-28 06:36:16,Pune,West,64.0,Female,184782.0,102826.28,150000.0,Unknown,Thursday,No X230GF61,Visa,Healthcare,69586.0,2021-10-29 04:05:31,Pune,West,19.0,Male,137512.0,48659.38,100000.0,Mobile,Friday,No R351UE70,Mastercard,Transportation,180387.0,2021-10-29 05:41:51,Delhi,North,33.0,,200359.0,95596.98,200000.0,Point-of-Sale Terminal,Friday,No E545YO47,Visa,Online Shopping,58411.0,2021-10-29 07:22:35,Jaipur,North,77.0,Female,103445.0,79324.15,100000.0,Point-of-Sale Terminal,Friday,No D768MT32,Visa,Entertainment,39546.0,2021-10-29 07:50:02,Ahmedabad,West,63.0,Female,203895.0,27296.59,150000.0,Desktop,Friday,No L822KY35,Visa,Dining,80965.0,2021-10-29 12:25:08,Chennai,South,33.0,Female,226036.0,57473.89,200000.0,Point-of-Sale Terminal,Friday,No H544ZQ12,Mastercard,Education,89597.0,2021-10-29 21:23:56,Pune,West,63.0,Male,217440.0,96997.92,150000.0,Point-of-Sale Terminal,Friday,Yes X904SF45,Visa,Entertainment,155399.0,2021-10-30 01:25:28,Delhi,North,76.0,Female,289988.0,109302.88,200000.0,Point-of-Sale Terminal,Saturday,No A623KK74,Mastercard,Dining,96420.0,2021-10-31 03:30:08,Bengaluru,South,50.0,Male,117471.0,74340.63,100000.0,Contactless Payment Device,Sunday,No S165XJ50,Mastercard,Education,105831.0,2021-11-01 09:40:49,Mumbai,West,25.0,Female,178191.0,76181.28,200000.0,Mobile,Monday,No F287UF61,RuPay,Transportation,83028.0,2021-11-01 09:55:13,Bengaluru,South,18.0,Female,116678.0,66866.73,100000.0,Point-of-Sale Terminal,Monday,Yes R459DL10,Mastercard,Retail,81092.0,2021-11-01 20:09:06,Lucknow,North,45.0,Female,,99662.56,100000.0,Unknown,Monday,No T893AQ41,Visa,Utility bill,47405.0,2021-11-01 20:11:17,Ahmedabad,West,28.0,Male,43629.0,21166.86,50000.0,Desktop,Monday,No Q983RA77,Mastercard,Retail,41826.0,2021-11-02 03:34:32,Jaipur,North,75.0,Male,47134.0,40814.37,50000.0,Point-of-Sale Terminal,Tuesday,No T707PF74,Visa,Education,138103.0,2021-11-02 23:08:05,Patna,East,61.0,Male,154214.0,116829.77,150000.0,Contactless Payment Device,Tuesday,Yes X178QF18,Visa,Retail,124332.0,2021-11-03 09:58:27,Lucknow,North,21.0,Female,258214.0,115735.66,200000.0,Point-of-Sale Terminal,Wednesday,No G357TG82,Visa,Online Shopping,110360.0,2021-11-03 18:47:18,Jaipur,North,28.0,Male,173396.0,109705.76,150000.0,Point-of-Sale Terminal,Wednesday,No R695AC81,Visa,Dining,46925.0,2021-11-04 04:30:18,Surat,West,79.0,Male,107426.0,28231.55,100000.0,Contactless Payment Device,Thursday,No D808JE55,Visa,Healthcare,110666.0,2021-11-04 06:00:37,Jaipur,North,21.0,Female,158946.0,137708.95,200000.0,Unknown,Thursday,Yes E180KQ51,Visa,Transportation,59337.0,2021-11-04 16:56:36,Pune,West,31.0,Female,112793.0,37917.39,100000.0,Mobile,Thursday,No U854CE97,Visa,Online Shopping,127643.0,2021-11-04 17:59:25,Lucknow,North,60.0,Male,220456.0,77589.45,150000.0,Mobile,Thursday,No E309TG70,Visa,Utility bill,125689.0,2021-11-04 19:03:46,Pune,West,45.0,Male,272874.0,155566.55,200000.0,,Thursday,Yes D805TG51,Mastercard,Entertainment,41092.0,2021-11-05 10:27:15,Patna,East,22.0,Female,271024.0,29596.58,200000.0,Unknown,Friday,No N276UD30,Mastercard,Retail,44216.0,2021-11-05 13:40:17,Chennai,South,41.0,Female,62534.0,22846.23,50000.0,Point-of-Sale Terminal,Friday,No W578PP79,RuPay,Utility bill,43163.0,2021-11-05 18:12:05,Jaipur,North,38.0,Male,41487.0,31642.24,50000.0,Mobile,Friday,No J565FN41,Mastercard,Retail,49686.0,2021-11-06 01:31:56,Kolkata,East,61.0,Male,190736.0,50412.23,150000.0,Contactless Payment Device,Saturday,No W882RM82,Visa,Retail,89373.0,2021-11-06 16:16:44,Mumbai,West,69.0,Female,145136.0,53637.58,150000.0,Desktop,Saturday,Yes T161OV16,Visa,Online Shopping,91092.0,2021-11-07 01:22:39,Lucknow,North,37.0,Male,85014.0,98578.23,100000.0,Contactless Payment Device,Sunday,No Q339DY37,American Express,Transportation,60242.0,2021-11-07 04:00:43,Pune,West,50.0,Male,,40497.54,100000.0,Desktop,Sunday,No P889WW11,Mastercard,Utility bill,72355.0,2021-11-07 06:16:54,Kochi,South,72.0,Male,160437.0,50458.44,150000.0,Mobile,Sunday,No F598RH84,Visa,Healthcare,148307.0,2021-11-07 10:10:12,Pune,West,54.0,Female,206031.0,146287.66,150000.0,Mobile,Sunday,No P939XC87,Visa,,33560.0,2021-11-07 21:23:51,Pune,West,27.0,Male,,22380.85,100000.0,Mobile,Sunday,Yes S911VB46,RuPay,Healthcare,78740.0,2021-11-07 21:34:53,Kolkata,East,,Female,128450.0,93438.16,150000.0,Desktop,Sunday,Yes Z814PF31,Mastercard,Online Shopping,36953.0,2021-11-07 23:13:48,Mumbai,West,34.0,Female,58535.0,26929.87,50000.0,Mobile,Sunday,No G597NT94,RuPay,Healthcare,46310.0,2021-11-08 12:15:31,Jaipur,North,55.0,Male,270301.0,54005.45,200000.0,Unknown,Monday,Yes C872SG76,RuPay,Retail,158251.0,2021-11-08 13:32:26,Ahmedabad,West,,Male,145665.0,,200000.0,Mobile,Monday,Yes S997IM67,Visa,Online Shopping,60169.0,2021-11-08 18:02:10,Kolkata,East,45.0,Male,85685.0,24642.92,100000.0,Mobile,Monday,No S711BZ28,Visa,Utility bill,44037.0,2021-11-09 00:03:53,Pune,West,26.0,Female,57132.0,21562.33,50000.0,Desktop,Tuesday,No X305VC82,Visa,Education,25083.0,2021-11-09 02:05:47,Kolkata,East,25.0,Male,,32236.49,50000.0,Contactless Payment Device,Tuesday,Yes C358MG83,Visa,Online Shopping,49744.0,2021-11-09 03:08:03,Chennai,South,46.0,Female,42552.0,34005.31,50000.0,Unknown,Tuesday,No X888RS38,RuPay,Education,136269.0,2021-11-09 09:37:58,Jaipur,North,41.0,Male,149273.0,75688.34,150000.0,Point-of-Sale Terminal,Tuesday,No D904HK31,Mastercard,Utility bill,129932.0,2021-11-09 17:22:08,Patna,East,24.0,Female,253145.0,52389.93,200000.0,Desktop,Tuesday,No N649EV20,Visa,Retail,93422.0,2021-11-09 21:29:56,Surat,West,18.0,Female,111755.0,94025.85,100000.0,Mobile,Tuesday,No Y147PF33,Visa,Online Shopping,25554.0,2021-11-10 08:00:36,Ahmedabad,West,61.0,Female,37091.0,30536.89,50000.0,Contactless Payment Device,Wednesday,No Y614QY96,Mastercard,Education,39719.0,2021-11-10 10:44:54,Patna,East,36.0,Male,112566.0,25386.1,150000.0,Point-of-Sale Terminal,Wednesday,Yes W589JX93,Visa,Entertainment,82746.0,2021-11-10 12:38:34,Chennai,South,29.0,Male,95572.0,64302.99,100000.0,Unknown,Wednesday,Yes X498DF80,Visa,Dining,58922.0,2021-11-10 23:38:27,Delhi,North,39.0,Male,107790.0,80726.94,100000.0,Desktop,Wednesday,Yes O731BV15,Mastercard,Retail,38276.0,2021-11-11 05:28:37,Delhi,North,79.0,Male,47546.0,26139.54,50000.0,Point-of-Sale Terminal,Thursday,No X676OC35,Visa,Education,70275.0,2021-11-11 10:54:36,Ahmedabad,West,50.0,Male,134476.0,41506.45,100000.0,,Thursday,Yes B349QN16,Visa,Retail,136435.0,2021-11-11 12:53:47,Kolkata,East,53.0,Male,235742.0,85175.48,200000.0,Mobile,Thursday,No F663TL13,RuPay,Dining,93196.0,2021-11-12 19:03:01,Kolkata,East,80.0,Male,111089.0,118215.9,150000.0,Contactless Payment Device,Friday,No T462ID92,Visa,Healthcare,35471.0,2021-11-12 22:33:35,Patna,East,80.0,Female,62807.0,23268.82,50000.0,Unknown,Friday,No V879EC38,Mastercard,Education,70536.0,2021-11-13 06:14:11,Hyderabad,South,41.0,Female,253936.0,67315.15,200000.0,Desktop,Saturday,No A600QP70,American Express,Online Shopping,39741.0,2021-11-13 13:12:20,Kochi,South,80.0,Male,88382.0,41273.9,100000.0,Unknown,Saturday,No C521CA29,Visa,Retail,28377.0,2021-11-14 04:30:46,Bengaluru,South,20.0,Male,65105.0,33121.05,50000.0,Contactless Payment Device,Sunday,No E427RS71,Visa,Education,128577.0,2021-11-14 22:22:51,Mumbai,West,46.0,Male,208727.0,112515.03,150000.0,Desktop,Sunday,No U194JH88,Mastercard,Education,80371.0,2021-11-15 01:35:19,Bengaluru,South,48.0,Male,260305.0,88735.21,200000.0,Unknown,Monday,Yes L753QB21,Visa,Healthcare,33080.0,2021-11-15 01:45:20,Jaipur,North,78.0,Male,48908.0,37435.96,50000.0,Unknown,Monday,No I363GU27,RuPay,Utility bill,88507.0,2021-11-15 16:21:10,Kochi,South,65.0,Male,142820.0,40151.23,100000.0,Desktop,Monday,No O857VZ29,RuPay,Education,27763.0,2021-11-15 16:32:42,Kolkata,East,59.0,Female,133755.0,13079.45,100000.0,Point-of-Sale Terminal,Monday,No Y993XZ23,Mastercard,Retail,35606.0,2021-11-15 17:22:24,Ahmedabad,West,77.0,Female,36237.0,20605.91,50000.0,Desktop,Monday,No U885VS87,Visa,Healthcare,80337.0,2021-11-15 23:30:47,Mumbai,West,77.0,Male,,65766.59,100000.0,Contactless Payment Device,Monday,Yes V973IB70,Visa,Education,49271.0,2021-11-16 05:30:07,Ahmedabad,West,60.0,Male,61204.0,35854.67,50000.0,Desktop,Tuesday,No Q288ZU81,Visa,Entertainment,109419.0,2021-11-16 12:06:15,Surat,West,79.0,Female,136407.0,47237.07,150000.0,Point-of-Sale Terminal,Tuesday,No Y687HH56,Mastercard,Education,47939.0,2021-11-17 08:32:07,Pune,West,54.0,Male,272794.0,,200000.0,Point-of-Sale Terminal,Wednesday,Yes V306AP25,RuPay,Healthcare,41860.0,2021-11-17 23:23:37,Kolkata,East,73.0,Female,112559.0,,100000.0,Mobile,Wednesday,No R951AF79,Visa,Entertainment,27775.0,2021-11-18 01:45:57,Lucknow,North,70.0,Female,52974.0,31086.1,50000.0,Mobile,Thursday,No S170MZ44,Visa,Dining,117969.0,2021-11-18 02:22:40,Chennai,South,27.0,Male,171169.0,83695.41,200000.0,Contactless Payment Device,Thursday,No T386WV53,Mastercard,Retail,39204.0,2021-11-18 07:00:18,Delhi,North,30.0,Female,41897.0,30173.98,50000.0,Mobile,Thursday,No P485MA73,Visa,Dining,40251.0,2021-11-18 19:18:17,Patna,East,42.0,Male,47164.0,38028.16,50000.0,Unknown,Thursday,No M965HI84,Visa,Education,47923.0,2021-11-18 20:32:35,Kolkata,East,46.0,Male,63090.0,26248.55,50000.0,Unknown,Thursday,Yes S858TF59,American Express,Entertainment,71989.0,2021-11-19 17:20:00,Kolkata,East,67.0,Female,106724.0,46510.23,100000.0,Contactless Payment Device,Friday,No J680TV32,Mastercard,Online Shopping,77995.0,2021-11-20 02:57:52,Hyderabad,South,35.0,Female,115758.0,45615.72,100000.0,Contactless Payment Device,Saturday,No M948BX62,Mastercard,Online Shopping,52132.0,2021-11-20 06:31:37,Mumbai,West,58.0,Female,207963.0,65603.44,150000.0,Point-of-Sale Terminal,Saturday,Yes O745UL61,RuPay,Healthcare,27519.0,2021-11-20 16:43:02,Mumbai,West,40.0,Female,110647.0,31366.39,150000.0,Point-of-Sale Terminal,Saturday,No J686VL58,American Express,Online Shopping,68377.0,2021-11-20 19:58:27,Pune,West,25.0,Female,161670.0,78282.06,200000.0,Mobile,Saturday,No U294LX43,Mastercard,Retail,37818.0,2021-11-20 23:25:27,Hyderabad,South,58.0,Female,58977.0,45932.43,50000.0,Unknown,Saturday,No Z549ON92,RuPay,Dining,95585.0,2021-11-21 01:32:43,Hyderabad,South,74.0,Male,191624.0,47476.09,150000.0,Mobile,Sunday,Yes J862GD65,Mastercard,Utility bill,49014.0,2021-11-21 03:21:46,Surat,West,32.0,Male,63147.0,48209.2,50000.0,Unknown,Sunday,No L982TG12,Mastercard,Education,27774.0,2021-11-21 20:22:36,Ahmedabad,West,57.0,Male,45931.0,38660.05,50000.0,Contactless Payment Device,Sunday,No P762ZW77,American Express,Online Shopping,102045.0,2021-11-22 00:22:48,Mumbai,West,59.0,Male,197689.0,128042.88,150000.0,Mobile,Monday,No N353RM49,American Express,Retail,95310.0,2021-11-22 06:49:38,Kochi,South,61.0,Male,117117.0,84585.35,100000.0,Point-of-Sale Terminal,Monday,No F814UY14,Visa,Entertainment,158021.0,2021-11-22 09:24:20,Chennai,South,69.0,,171912.0,186992.05,200000.0,Desktop,Monday,No S378OG70,Visa,Transportation,31023.0,2021-11-22 17:01:58,Mumbai,West,45.0,Female,63377.0,17461.19,50000.0,Desktop,Monday,No K613QM78,Mastercard,Education,36248.0,2021-11-22 20:11:08,Hyderabad,South,48.0,Female,37197.0,29378.89,50000.0,Mobile,Monday,Yes N393BE15,RuPay,Healthcare,95739.0,2021-11-23 03:52:57,Pune,West,47.0,Male,157357.0,41222.18,150000.0,Unknown,Tuesday,No H565ZJ11,Visa,Online Shopping,30302.0,2021-11-23 13:15:22,Patna,East,46.0,Female,70908.0,38416.33,100000.0,Contactless Payment Device,Tuesday,No B487LP94,Visa,Transportation,32775.0,2021-11-23 16:06:36,Chennai,South,78.0,Male,80707.0,30555.43,100000.0,Point-of-Sale Terminal,Tuesday,No V931GK39,RuPay,Entertainment,70254.0,2021-11-23 18:09:11,Surat,West,62.0,Female,122344.0,62152.98,100000.0,Point-of-Sale Terminal,Tuesday,No Z169NK30,RuPay,Entertainment,40082.0,2021-11-23 18:26:06,Mumbai,West,33.0,Female,55569.0,32643.98,50000.0,Mobile,Tuesday,No C748RK10,Mastercard,Online Shopping,35145.0,2021-11-24 03:04:13,Bengaluru,South,67.0,Male,71618.0,30217.69,50000.0,Mobile,Wednesday,No T310UC11,Mastercard,Dining,35559.0,2021-11-24 12:50:38,Lucknow,North,28.0,Male,78656.0,49162.91,100000.0,Unknown,Wednesday,No R819VO99,RuPay,Utility bill,140259.0,2021-11-24 16:21:22,Bengaluru,South,46.0,Female,158374.0,72520.16,150000.0,Mobile,Wednesday,No K410BZ72,RuPay,Transportation,138417.0,2021-11-24 20:06:49,Kochi,South,80.0,Male,141063.0,93425.82,200000.0,Mobile,Wednesday,No O212NY17,Mastercard,Utility bill,82616.0,2021-11-26 02:01:49,Lucknow,North,55.0,Female,185055.0,87026.33,150000.0,Desktop,Friday,No V595TR83,Mastercard,Retail,108182.0,2021-11-26 08:39:22,Kochi,South,61.0,Female,165592.0,124775.54,150000.0,Unknown,Friday,No O391CZ17,RuPay,Dining,44775.0,2021-11-26 14:37:15,Kolkata,East,21.0,Female,,,50000.0,Desktop,Friday,No X346UB95,Mastercard,Retail,149713.0,2021-11-26 21:54:24,Jaipur,North,76.0,Female,195612.0,114564.57,200000.0,Mobile,Friday,No B664JX10,Visa,Healthcare,28758.0,2021-11-27 07:25:25,Mumbai,West,26.0,Male,45972.0,25417.76,50000.0,Contactless Payment Device,Saturday,Yes O874NH88,Visa,Utility bill,56017.0,2021-11-27 08:56:14,Ahmedabad,West,77.0,Female,100990.0,,100000.0,Point-of-Sale Terminal,Saturday,No E359NZ65,Visa,Dining,47258.0,2021-11-27 10:50:09,Pune,West,29.0,Male,43444.0,34312.64,50000.0,Contactless Payment Device,Saturday,No L476XZ10,Visa,Utility bill,101266.0,2021-11-27 18:07:18,Hyderabad,South,52.0,Female,144825.0,103632.66,200000.0,Contactless Payment Device,Saturday,Yes J772DE10,Visa,Healthcare,27900.0,2021-11-27 19:01:21,Kolkata,East,48.0,Female,43946.0,23529.56,50000.0,Unknown,Saturday,Yes Y634KA29,RuPay,Online Shopping,32281.0,2021-11-27 19:57:40,Patna,East,73.0,Female,41533.0,36188.77,50000.0,Unknown,Saturday,No W153GY63,Visa,Online Shopping,188834.0,2021-11-27 21:15:31,Ahmedabad,West,73.0,Male,266888.0,187554.0,200000.0,Unknown,Saturday,No Y744GY96,RuPay,Dining,146658.0,2021-11-28 13:00:26,Surat,West,33.0,Female,221763.0,148866.27,150000.0,Contactless Payment Device,Sunday,No O130KA66,Mastercard,Retail,45601.0,2021-11-28 15:12:17,Kolkata,East,39.0,Male,161985.0,26269.94,150000.0,Desktop,Sunday,Yes T145SQ53,Mastercard,Retail,39972.0,2021-11-29 02:00:53,Jaipur,North,76.0,Male,40543.0,49015.97,50000.0,Contactless Payment Device,Monday,Yes V147UG35,RuPay,Retail,103754.0,2021-11-29 05:11:05,Pune,West,36.0,Male,155450.0,90694.63,150000.0,Point-of-Sale Terminal,Monday,No I267NU67,Mastercard,Entertainment,42207.0,2021-11-30 02:10:32,Surat,West,47.0,Female,126572.0,23983.56,100000.0,Point-of-Sale Terminal,Tuesday,No G736NW25,Mastercard,Online Shopping,94865.0,2021-11-30 07:19:26,Chennai,South,49.0,Male,110322.0,116074.37,150000.0,Contactless Payment Device,Tuesday,No Y353UE69,Mastercard,Utility bill,99090.0,2021-11-30 08:53:05,Kochi,South,59.0,Female,88405.0,92518.12,100000.0,Desktop,Tuesday,No U526ER63,American Express,Transportation,70579.0,2021-11-30 10:02:04,Jaipur,North,,Male,161847.0,70350.65,150000.0,Unknown,Tuesday,No O393TX30,Mastercard,Retail,74033.0,2021-11-30 15:29:43,Kolkata,East,26.0,Male,148475.0,73049.6,100000.0,Unknown,Tuesday,No C486QX91,American Express,Dining,45598.0,2021-11-30 17:13:15,Chennai,South,70.0,Male,59325.0,34609.82,50000.0,Mobile,Tuesday,Yes N283UP24,Mastercard,Online Shopping,41589.0,2021-12-01 01:34:45,Chennai,South,76.0,Male,55975.0,21849.05,50000.0,Contactless Payment Device,Wednesday,No L468TA68,Mastercard,Healthcare,37261.0,2021-12-01 07:55:00,Mumbai,West,34.0,Male,100090.0,40039.17,100000.0,Mobile,Wednesday,No P651ZX50,Mastercard,Utility bill,36060.0,2021-12-01 13:28:43,Kochi,South,60.0,Female,43209.0,32662.92,50000.0,Unknown,Wednesday,No Y642ED49,Visa,Healthcare,86177.0,2021-12-01 21:15:46,Surat,West,66.0,Female,142851.0,44945.68,150000.0,Unknown,Wednesday,No V713US35,Visa,Online Shopping,90657.0,2021-12-01 21:59:29,Mumbai,West,39.0,Female,129022.0,38704.07,100000.0,Unknown,Wednesday,No N435KE65,Visa,Retail,44166.0,2021-12-02 08:17:56,Bengaluru,South,40.0,Male,227059.0,44045.54,200000.0,Unknown,Thursday,No B348XH64,Mastercard,Retail,35536.0,2021-12-02 10:56:13,Jaipur,North,48.0,Male,57468.0,36290.5,50000.0,Mobile,Thursday,No Y182JW92,American Express,Entertainment,33822.0,2021-12-04 02:09:41,Delhi,North,21.0,Male,,33637.62,50000.0,Contactless Payment Device,Saturday,No W556ZB97,American Express,Transportation,186501.0,2021-12-04 02:29:04,Bengaluru,South,38.0,Female,160215.0,114860.86,200000.0,Mobile,Saturday,Yes S676EI31,American Express,Retail,100069.0,2021-12-04 05:55:49,Ahmedabad,West,34.0,Male,159267.0,121316.27,200000.0,Unknown,Saturday,No K494DO79,RuPay,Transportation,148100.0,2021-12-04 08:38:53,Hyderabad,South,20.0,Female,227043.0,71817.89,200000.0,Unknown,Saturday,No A239WC43,Visa,Education,168162.0,2021-12-04 08:45:38,Lucknow,North,23.0,Female,299278.0,100101.6,200000.0,Unknown,Saturday,No E430CP89,Mastercard,Transportation,37438.0,2021-12-04 12:46:36,Hyderabad,South,58.0,Male,56251.0,44385.35,50000.0,Unknown,Saturday,No I897FQ30,Visa,Healthcare,37811.0,2021-12-04 18:48:48,Hyderabad,South,64.0,Male,48311.0,19192.06,50000.0,Point-of-Sale Terminal,Saturday,Yes B458PJ69,Mastercard,Education,60282.0,2021-12-04 21:37:56,Ahmedabad,West,64.0,Female,75504.0,43030.55,100000.0,Mobile,Saturday,No D885FI86,Visa,Retail,83576.0,2021-12-04 21:59:38,Lucknow,North,25.0,Female,123363.0,70734.74,100000.0,Contactless Payment Device,Saturday,Yes K459YL13,RuPay,Online Shopping,35100.0,2021-12-05 07:43:15,Ahmedabad,West,,Female,69096.0,43785.77,50000.0,Point-of-Sale Terminal,Sunday,Yes P863EN41,Mastercard,Online Shopping,149983.0,2021-12-05 07:55:44,Chennai,South,51.0,Female,201226.0,84820.68,150000.0,Point-of-Sale Terminal,Sunday,No P287IK10,American Express,Entertainment,39294.0,2021-12-05 11:50:23,Kochi,South,34.0,Male,44204.0,26146.05,50000.0,Point-of-Sale Terminal,Sunday,Yes X202AO13,Visa,Transportation,45349.0,2021-12-06 19:48:09,Chennai,South,73.0,Female,127717.0,37104.15,150000.0,Contactless Payment Device,Monday,No J876LL87,Visa,Entertainment,78212.0,2021-12-06 21:31:51,Pune,West,32.0,Male,201732.0,101872.44,150000.0,Desktop,Monday,Yes R756KV35,Visa,Retail,64224.0,2021-12-07 03:20:31,Ahmedabad,West,52.0,Male,83224.0,25987.09,100000.0,Contactless Payment Device,Tuesday,No Y244TM34,Mastercard,Transportation,135996.0,2021-12-07 22:16:37,Hyderabad,South,65.0,Female,124782.0,110562.05,150000.0,Unknown,Tuesday,Yes A617OS15,Visa,Retail,76807.0,2021-12-08 02:36:59,Bengaluru,South,26.0,Male,,38108.69,100000.0,Point-of-Sale Terminal,Wednesday,No X957NV33,Visa,Retail,181796.0,2021-12-08 03:43:40,Delhi,North,69.0,Female,231310.0,160324.24,200000.0,Unknown,Wednesday,No S254NI80,RuPay,Education,38266.0,2021-12-09 03:53:35,Kolkata,East,21.0,Male,51940.0,40618.07,50000.0,Mobile,Thursday,No U143LZ35,Visa,Utility bill,42950.0,2021-12-09 10:07:04,Jaipur,North,49.0,Male,109507.0,24546.9,150000.0,Contactless Payment Device,Thursday,Yes J858UZ68,Mastercard,Education,48527.0,2021-12-09 14:34:31,Kochi,South,79.0,Male,86524.0,23933.33,100000.0,Mobile,Thursday,Yes F913ZZ68,RuPay,Online Shopping,57743.0,2021-12-09 21:35:05,Patna,East,78.0,Male,195884.0,78210.61,150000.0,Unknown,Thursday,No Y265RS71,RuPay,Retail,101759.0,2021-12-10 01:12:45,Ahmedabad,West,24.0,Male,190587.0,61522.84,150000.0,Contactless Payment Device,Friday,No W191QU45,Mastercard,Online Shopping,35278.0,2021-12-10 02:03:15,Kolkata,East,49.0,Female,36134.0,21141.06,50000.0,Mobile,Friday,Yes G355ZZ16,Mastercard,Entertainment,43900.0,2021-12-10 10:16:39,Bengaluru,South,76.0,Female,60068.0,37973.59,50000.0,Unknown,Friday,No I589YW19,Visa,Online Shopping,26935.0,2021-12-10 21:38:42,Chennai,South,38.0,Female,144798.0,27164.28,100000.0,Contactless Payment Device,Friday,No W443GS63,Mastercard,Entertainment,40490.0,2021-12-11 01:55:43,Kochi,South,42.0,Male,39206.0,39409.96,50000.0,Desktop,Saturday,Yes Z169EE66,Mastercard,Online Shopping,46405.0,2021-12-11 03:43:48,Kochi,South,48.0,Female,58461.0,48222.1,50000.0,Desktop,Saturday,No V621LG74,RuPay,Transportation,49568.0,2021-12-11 06:11:23,Pune,West,18.0,Female,44294.0,29784.77,50000.0,Contactless Payment Device,Saturday,Yes O156JL82,Mastercard,Entertainment,167585.0,2021-12-11 17:33:12,Lucknow,North,31.0,Female,297523.0,124014.45,200000.0,Contactless Payment Device,Saturday,Yes I168BU70,Visa,Healthcare,28582.0,2021-12-11 21:01:53,Surat,West,18.0,Male,,26893.37,200000.0,Mobile,Saturday,No F558UB69,Mastercard,Entertainment,169407.0,2021-12-11 21:10:16,Jaipur,North,72.0,Male,,163477.75,200000.0,Contactless Payment Device,Saturday,No N263OF66,Visa,Online Shopping,44895.0,2021-12-12 00:02:25,Ahmedabad,West,39.0,Male,102356.0,41693.69,100000.0,Mobile,Sunday,No T396JB25,Mastercard,Education,160470.0,2021-12-12 00:51:39,Bengaluru,South,18.0,Female,271729.0,167409.37,200000.0,Unknown,Sunday,No I414KO78,RuPay,Education,97889.0,2021-12-12 10:52:59,Chennai,South,70.0,Male,198170.0,60632.23,150000.0,Contactless Payment Device,Sunday,No M617OT10,RuPay,Utility bill,42945.0,2021-12-13 06:50:02,Patna,East,69.0,Female,70159.0,34386.03,50000.0,Unknown,Monday,No N972MS90,Visa,Transportation,71378.0,2021-12-13 10:31:21,Surat,West,57.0,Male,148462.0,41468.7,100000.0,Unknown,Monday,No S878OG48,RuPay,Utility bill,39422.0,2021-12-15 06:38:20,Chennai,South,72.0,Male,64638.0,32212.18,50000.0,Unknown,Wednesday,No J523RP39,American Express,Transportation,83051.0,2021-12-15 09:23:33,Surat,West,42.0,Male,267117.0,74484.72,200000.0,Contactless Payment Device,Wednesday,No Q259DJ22,RuPay,Dining,47474.0,2021-12-15 10:32:05,Delhi,North,,Male,127064.0,58770.61,150000.0,Point-of-Sale Terminal,Wednesday,No R688YB57,American Express,Entertainment,26843.0,2021-12-15 16:48:03,Patna,East,79.0,Male,121059.0,21722.04,150000.0,Mobile,Wednesday,Yes I799JZ42,Mastercard,Online Shopping,122275.0,2021-12-16 06:01:34,Jaipur,North,29.0,Female,163978.0,166487.1,200000.0,Contactless Payment Device,Thursday,No D811PI68,Visa,Online Shopping,101407.0,2021-12-16 16:03:23,Bengaluru,South,61.0,Female,153577.0,95521.82,150000.0,Unknown,Thursday,No R133GT50,Visa,Education,120736.0,2021-12-17 04:29:33,Surat,West,38.0,Male,299609.0,61695.15,200000.0,Contactless Payment Device,Friday,No T647HT50,Visa,Retail,84354.0,2021-12-17 11:00:51,Pune,West,70.0,Male,206045.0,53230.9,200000.0,Point-of-Sale Terminal,Friday,Yes C958CH61,Mastercard,Online Shopping,30580.0,2021-12-18 00:17:49,Hyderabad,South,75.0,Male,109643.0,27408.96,100000.0,Mobile,Saturday,No C605VQ75,American Express,Utility bill,46112.0,2021-12-18 02:09:35,Hyderabad,South,29.0,Male,35139.0,31482.07,50000.0,Contactless Payment Device,Saturday,No L629AQ49,Visa,Online Shopping,32502.0,2021-12-18 06:53:14,Patna,East,59.0,Female,62811.0,34748.84,50000.0,Unknown,Saturday,No E539WI37,Visa,Online Shopping,52278.0,2021-12-18 11:52:35,Kolkata,East,40.0,Female,205048.0,44644.62,150000.0,Unknown,Saturday,Yes L301II74,Visa,Transportation,63211.0,2021-12-18 16:55:12,Delhi,North,35.0,Male,94995.0,49547.24,100000.0,Point-of-Sale Terminal,Saturday,No Q907MA30,RuPay,Retail,67923.0,2021-12-18 19:14:47,Patna,East,54.0,Male,225818.0,62969.44,200000.0,Mobile,Saturday,Yes A513OD49,Mastercard,Online Shopping,44654.0,2021-12-19 01:23:34,Mumbai,West,25.0,Male,56077.0,47587.66,50000.0,Desktop,Sunday,No S591PI45,Mastercard,Retail,42173.0,2021-12-19 07:33:01,Kolkata,East,40.0,Female,52705.0,18075.2,50000.0,Contactless Payment Device,Sunday,No P171ZA66,Visa,Transportation,27283.0,2021-12-19 13:48:08,Pune,West,74.0,Male,59251.0,23527.81,50000.0,Unknown,Sunday,No X270MW40,American Express,Education,175851.0,2021-12-19 21:30:08,Jaipur,North,60.0,Female,183574.0,111582.89,200000.0,Unknown,Sunday,No L773QY11,Visa,Retail,140877.0,2021-12-20 07:27:56,Hyderabad,South,61.0,Female,181844.0,103331.03,150000.0,Desktop,Monday,No F651IZ25,Visa,Transportation,40020.0,2021-12-20 17:35:09,Lucknow,North,53.0,Female,199523.0,53218.45,200000.0,Desktop,Monday,No G868OD74,Visa,Retail,102230.0,2021-12-20 17:58:51,Patna,East,74.0,Female,280445.0,56630.95,200000.0,Point-of-Sale Terminal,Monday,No S660LB12,RuPay,Online Shopping,41752.0,2021-12-20 20:21:59,Jaipur,North,,Female,46463.0,35491.41,50000.0,Point-of-Sale Terminal,Monday,No X700EN70,Visa,Education,140042.0,2021-12-21 08:36:04,Kolkata,East,30.0,Male,273846.0,128420.58,200000.0,Unknown,Tuesday,No Z505BD33,American Express,Online Shopping,37953.0,2021-12-22 02:45:58,Mumbai,West,73.0,Female,,35164.05,50000.0,Contactless Payment Device,Wednesday,Yes S577AO18,Visa,Dining,27632.0,2021-12-22 10:41:41,Patna,East,20.0,Male,,38549.27,50000.0,Mobile,Wednesday,Yes R637BR48,Visa,Transportation,70596.0,2021-12-22 14:13:47,Hyderabad,South,29.0,Female,296564.0,73427.69,200000.0,Point-of-Sale Terminal,Wednesday,No C185YV99,Visa,Transportation,33201.0,2021-12-22 14:49:12,Kochi,South,52.0,Male,59568.0,34340.94,50000.0,Point-of-Sale Terminal,Wednesday,Yes X664XN55,RuPay,Education,25174.0,2021-12-23 06:17:39,Lucknow,North,20.0,Female,283184.0,21028.45,200000.0,Contactless Payment Device,Thursday,No H913CS77,RuPay,Online Shopping,25107.0,2021-12-23 10:55:01,Chennai,South,19.0,Male,42921.0,32039.98,50000.0,Contactless Payment Device,Thursday,No V450OV54,RuPay,Transportation,42097.0,2021-12-23 13:34:16,Chennai,South,38.0,Female,35863.0,18934.82,50000.0,Contactless Payment Device,Thursday,Yes C819AT46,Visa,Entertainment,42878.0,2021-12-23 17:22:20,Patna,East,54.0,Female,125420.0,47175.0,100000.0,Mobile,Thursday,No W860QE76,Visa,Dining,87047.0,2021-12-23 22:16:51,Lucknow,North,71.0,Female,109078.0,50217.15,150000.0,Point-of-Sale Terminal,Thursday,No B982FD15,Visa,Dining,78883.0,2021-12-24 08:31:11,Surat,West,29.0,Female,,92281.67,200000.0,Desktop,Friday,No Z585GJ32,Visa,Education,98861.0,2021-12-24 08:47:42,Jaipur,North,36.0,Male,148813.0,111985.97,150000.0,Point-of-Sale Terminal,Friday,No Z423AG49,Visa,Transportation,58958.0,2021-12-24 22:09:20,Jaipur,North,38.0,Female,134467.0,24069.42,150000.0,Unknown,Friday,No V466RW10,Visa,Online Shopping,42507.0,2021-12-25 14:44:54,Jaipur,North,36.0,Male,161028.0,38521.64,150000.0,Point-of-Sale Terminal,Saturday,Yes L779AB66,RuPay,Entertainment,26119.0,2021-12-26 00:34:57,Chennai,South,60.0,Male,177076.0,31621.54,150000.0,Mobile,Sunday,No A899LO73,Visa,Dining,42010.0,2021-12-26 03:24:36,Hyderabad,South,60.0,Male,136658.0,44917.89,150000.0,Unknown,Sunday,No W779QM84,Visa,Retail,42084.0,2021-12-26 03:28:38,Kolkata,East,75.0,Male,232313.0,53855.76,200000.0,Contactless Payment Device,Sunday,No M536SB75,Visa,Utility bill,120363.0,2021-12-26 03:54:34,Patna,East,73.0,Male,138264.0,81412.76,150000.0,Contactless Payment Device,Sunday,No X632CL81,RuPay,Education,41811.0,2021-12-26 09:05:33,Mumbai,West,73.0,Male,211502.0,35436.77,150000.0,Mobile,Sunday,No W514CL36,RuPay,Online Shopping,72427.0,2021-12-26 10:47:39,Ahmedabad,West,,Female,290125.0,75825.88,200000.0,Desktop,Sunday,No I603NQ72,Visa,Retail,36849.0,2021-12-27 01:17:17,Hyderabad,South,63.0,Female,50317.0,35928.73,50000.0,Point-of-Sale Terminal,Monday,Yes P404VL26,Mastercard,Online Shopping,158053.0,2021-12-27 03:39:52,Mumbai,West,80.0,Male,155876.0,66436.62,200000.0,Mobile,Monday,No V683VL28,Visa,Online Shopping,66472.0,2021-12-27 10:15:52,Chennai,South,79.0,Male,173821.0,44859.75,150000.0,Desktop,Monday,No V743IW43,Visa,Education,115272.0,2021-12-27 13:35:27,Hyderabad,South,36.0,Male,129601.0,76961.14,150000.0,Unknown,Monday,No N509GL50,RuPay,Utility bill,45058.0,2021-12-27 20:58:07,Mumbai,West,62.0,Female,158521.0,30438.84,150000.0,Unknown,Monday,No D611JX83,Mastercard,Healthcare,45843.0,2021-12-28 01:15:06,Kochi,South,41.0,Male,64974.0,35179.51,50000.0,Point-of-Sale Terminal,Tuesday,No C271EW16,Visa,Healthcare,91727.0,2021-12-29 08:19:14,Kolkata,East,43.0,Female,151216.0,98044.84,150000.0,Mobile,Wednesday,Yes U562AH79,Mastercard,Healthcare,99495.0,2021-12-29 10:09:52,Patna,East,30.0,Male,246601.0,125550.27,200000.0,Contactless Payment Device,Wednesday,Yes W749EY10,RuPay,Entertainment,81733.0,2021-12-30 02:31:11,Hyderabad,South,37.0,Female,230909.0,38828.27,200000.0,Point-of-Sale Terminal,Thursday,No H160WY15,Visa,Education,93107.0,2021-12-30 05:10:04,Surat,West,37.0,Female,103984.0,61432.0,100000.0,Unknown,Thursday,No G653YT53,Mastercard,Online Shopping,49437.0,2021-12-30 17:34:42,Chennai,South,39.0,Female,60874.0,26420.67,50000.0,Mobile,Thursday,Yes C620CJ94,Visa,Utility bill,40443.0,2021-12-30 19:22:10,Kochi,South,26.0,Female,41842.0,33335.1,50000.0,Desktop,Thursday,Yes B313ZR45,Mastercard,Online Shopping,29242.0,2021-12-31 04:16:09,Kochi,South,64.0,Female,36439.0,29482.17,50000.0,Mobile,Friday,No L710ZT13,Mastercard,Dining,49019.0,2021-12-31 08:14:28,Kolkata,East,47.0,Female,105734.0,25372.4,150000.0,Mobile,Friday,Yes U472TN41,American Express,Transportation,113038.0,2022-01-01 06:33:54,Kochi,South,35.0,Female,,127710.89,200000.0,Point-of-Sale Terminal,Saturday,No D965BI67,Visa,Dining,95880.0,2022-01-01 08:15:09,Lucknow,North,29.0,Male,180916.0,43689.27,200000.0,Desktop,Saturday,No N519HZ73,RuPay,Entertainment,44556.0,2022-01-01 09:09:52,Mumbai,West,26.0,Male,111208.0,30402.45,100000.0,Point-of-Sale Terminal,Saturday,Yes G362SO49,Mastercard,Transportation,38876.0,2022-01-01 10:27:32,Pune,West,67.0,Female,37928.0,44777.34,50000.0,Mobile,Saturday,No C596ZN59,American Express,Utility bill,81628.0,2022-01-01 14:50:51,Ahmedabad,West,76.0,Male,78048.0,68442.49,100000.0,Point-of-Sale Terminal,Saturday,No I514AI40,Visa,Online Shopping,33505.0,2022-01-01 15:32:15,Patna,East,25.0,Male,51505.0,43170.98,50000.0,Contactless Payment Device,Saturday,Yes J311MU88,RuPay,Online Shopping,33190.0,2022-01-01 17:52:00,Pune,West,32.0,Female,,20398.85,100000.0,Unknown,Saturday,Yes K544MN53,RuPay,Healthcare,61979.0,2022-01-01 20:20:49,Ahmedabad,West,46.0,Male,219957.0,85524.26,150000.0,Desktop,Saturday,No G155UK14,Mastercard,Retail,54986.0,2022-01-01 21:22:56,Hyderabad,South,62.0,Female,267925.0,72075.37,200000.0,Desktop,Saturday,No K282EV54,Visa,Retail,119542.0,2022-01-02 03:19:00,Pune,West,71.0,Female,278307.0,98910.04,200000.0,Contactless Payment Device,Sunday,No G777FX87,Mastercard,Education,168954.0,2022-01-02 04:26:19,Bengaluru,South,53.0,Female,199870.0,,200000.0,Desktop,Sunday,No L308SD52,Visa,Online Shopping,85014.0,2022-01-02 12:29:16,Surat,West,35.0,Female,296962.0,112173.35,200000.0,Desktop,Sunday,Yes J237ZP27,Mastercard,Dining,87790.0,2022-01-02 15:25:06,Bengaluru,South,35.0,Female,291599.0,45388.46,200000.0,Contactless Payment Device,Sunday,No I408TX59,Mastercard,Retail,29747.0,2022-01-02 16:12:31,Kolkata,East,27.0,Male,63170.0,18321.05,50000.0,Contactless Payment Device,Sunday,No R448NV70,RuPay,Retail,70167.0,2022-01-02 18:17:43,Surat,West,59.0,Female,89928.0,85569.89,100000.0,Mobile,Sunday,No G332XI98,Mastercard,Online Shopping,126936.0,2022-01-03 00:43:37,Surat,West,32.0,Female,121029.0,108305.83,150000.0,Point-of-Sale Terminal,Monday,No Q619WD80,Mastercard,Healthcare,40605.0,2022-01-03 03:23:12,Kochi,South,78.0,Male,41040.0,24683.21,50000.0,Mobile,Monday,No C303FR89,RuPay,Healthcare,37311.0,2022-01-03 05:12:30,Lucknow,North,79.0,Male,46016.0,46110.54,50000.0,Point-of-Sale Terminal,Monday,No H148KD67,Visa,Entertainment,53976.0,2022-01-03 10:24:34,Delhi,North,40.0,Male,130101.0,68332.59,150000.0,Desktop,Monday,No P821SF59,Visa,Education,141377.0,2022-01-04 02:12:53,Delhi,North,34.0,Female,128667.0,138207.0,150000.0,Contactless Payment Device,Tuesday,No P289CB52,Mastercard,Transportation,41398.0,2022-01-04 02:34:13,Ahmedabad,West,55.0,Male,70903.0,21266.3,50000.0,Mobile,Tuesday,No Y544SY48,Visa,Retail,140458.0,2022-01-04 23:59:19,Pune,West,31.0,Male,124806.0,113248.56,150000.0,Point-of-Sale Terminal,Tuesday,No O883AT11,Visa,Entertainment,80486.0,2022-01-05 06:05:36,Chennai,South,80.0,Male,99882.0,56777.46,100000.0,Mobile,Wednesday,Yes P823TR33,Visa,Retail,190838.0,2022-01-05 06:54:09,Lucknow,North,49.0,Female,201087.0,108451.53,200000.0,Mobile,Wednesday,No D621ML36,Visa,Transportation,43757.0,2022-01-05 06:59:01,Mumbai,West,57.0,Male,84312.0,26879.94,100000.0,Point-of-Sale Terminal,Wednesday,No R239ZN65,RuPay,Transportation,102411.0,2022-01-05 07:39:58,Patna,East,37.0,Female,281373.0,123680.08,200000.0,Contactless Payment Device,Wednesday,Yes Z293ZB13,Mastercard,Retail,30815.0,2022-01-05 14:44:05,Kolkata,East,71.0,Male,42153.0,27251.06,50000.0,Contactless Payment Device,Wednesday,Yes I564JR89,Visa,Utility bill,48863.0,2022-01-05 20:36:12,Hyderabad,South,37.0,Male,43942.0,30047.83,50000.0,Point-of-Sale Terminal,Wednesday,No F838TV55,RuPay,Online Shopping,47337.0,2022-01-06 15:49:26,Chennai,South,19.0,Female,,39496.17,200000.0,Contactless Payment Device,Thursday,No P659RX58,Visa,Online Shopping,27030.0,2022-01-06 19:45:31,Lucknow,North,54.0,Male,41157.0,33550.34,50000.0,Desktop,Thursday,No I711QS38,Mastercard,Education,44267.0,2022-01-07 01:37:35,Mumbai,West,18.0,Male,101340.0,42107.56,100000.0,Desktop,Friday,No V337BS49,American Express,Utility bill,27878.0,2022-01-07 22:45:25,Hyderabad,South,53.0,Male,50586.0,33966.97,50000.0,Unknown,Friday,No R518CF71,Mastercard,Entertainment,66954.0,2022-01-08 00:17:35,Jaipur,North,42.0,Female,70595.0,67260.25,100000.0,Desktop,Saturday,Yes J317WY95,Visa,Entertainment,74036.0,2022-01-08 11:49:58,Patna,East,48.0,Male,248991.0,84999.08,200000.0,Mobile,Saturday,No U587VY60,Mastercard,Utility bill,145897.0,2022-01-08 23:15:21,Surat,West,68.0,Male,197813.0,165311.63,200000.0,Point-of-Sale Terminal,Saturday,No K719MK48,American Express,Online Shopping,95332.0,2022-01-09 02:49:02,Surat,West,37.0,Male,273733.0,54859.28,200000.0,Unknown,Sunday,No U883AA19,Mastercard,Retail,73268.0,2022-01-09 08:14:16,Bengaluru,South,32.0,Male,147039.0,98544.35,150000.0,Desktop,Sunday,No Q271WG48,Visa,Online Shopping,49442.0,2022-01-09 23:35:41,Kochi,South,49.0,Female,198501.0,59319.62,150000.0,Unknown,Sunday,No T959KH81,Visa,Dining,30243.0,2022-01-10 15:45:22,Surat,West,29.0,Male,,,50000.0,Mobile,Monday,Yes D664EN54,Visa,Online Shopping,77282.0,2022-01-10 18:29:17,Mumbai,West,42.0,Male,111994.0,31729.43,100000.0,Contactless Payment Device,Monday,Yes H267WG93,Visa,Education,82210.0,2022-01-10 20:38:13,Surat,West,59.0,Female,123861.0,89127.05,100000.0,Desktop,Monday,No G258CO72,RuPay,Education,93919.0,2022-01-10 23:58:08,Delhi,North,58.0,Female,189545.0,54667.21,200000.0,Point-of-Sale Terminal,Monday,Yes Y838WL54,Visa,Entertainment,97130.0,2022-01-11 04:30:39,Patna,East,28.0,Male,124600.0,127763.77,150000.0,Unknown,Tuesday,No D929DP43,RuPay,Online Shopping,135250.0,2022-01-11 08:40:41,Kochi,South,77.0,Female,266000.0,155776.16,200000.0,Contactless Payment Device,Tuesday,Yes L448QC43,Visa,Transportation,32130.0,2022-01-11 08:55:23,Bengaluru,South,39.0,Female,122664.0,32746.02,,Contactless Payment Device,Tuesday,No B435MZ90,Visa,Online Shopping,45582.0,2022-01-11 23:02:30,Lucknow,North,56.0,Male,54586.0,24015.2,50000.0,Contactless Payment Device,Tuesday,No N147ED65,Visa,Dining,39476.0,2022-01-12 02:28:56,Surat,West,42.0,Male,45047.0,43674.68,50000.0,Contactless Payment Device,Wednesday,No R836PQ27,Mastercard,Education,41198.0,2022-01-12 08:21:08,Kolkata,East,19.0,Female,57299.0,28416.38,50000.0,Unknown,Wednesday,No L481SP17,Visa,Online Shopping,49442.0,2022-01-12 12:02:43,Hyderabad,South,56.0,Female,53990.0,22574.51,50000.0,Mobile,Wednesday,No B914ES65,Visa,Education,87584.0,2022-01-13 06:13:19,Kochi,South,47.0,Female,262785.0,102902.78,200000.0,Mobile,Thursday,No H679FP94,Visa,Retail,117565.0,2022-01-13 18:10:14,Kolkata,East,80.0,Female,151369.0,121633.7,150000.0,Desktop,Thursday,Yes R243EK13,Visa,Dining,115016.0,2022-01-14 01:18:20,Jaipur,North,33.0,Female,217665.0,73069.41,200000.0,Desktop,Friday,No B217FY91,RuPay,Entertainment,115639.0,2022-01-14 06:03:08,Lucknow,North,35.0,Male,144385.0,98441.77,150000.0,Unknown,Friday,Yes P557NU18,Visa,Education,84750.0,2022-01-14 07:03:59,Kochi,South,42.0,Female,130889.0,47229.02,100000.0,Contactless Payment Device,Friday,No I841HZ43,Visa,Education,38777.0,2022-01-14 09:56:28,Chennai,South,75.0,Male,95591.0,18028.21,100000.0,Contactless Payment Device,Friday,No K322WG31,Mastercard,Utility bill,76961.0,2022-01-14 14:25:30,Delhi,North,71.0,Male,116411.0,97252.42,150000.0,Desktop,Friday,Yes X445WS20,Visa,Entertainment,96028.0,2022-01-14 21:40:30,Delhi,North,76.0,Male,133058.0,38735.1,100000.0,Point-of-Sale Terminal,Friday,No W633HT34,Visa,Retail,50368.0,2022-01-14 22:57:43,Delhi,North,49.0,Male,115135.0,57569.98,100000.0,Desktop,Friday,No P496EX98,RuPay,Healthcare,40682.0,2022-01-15 05:24:25,Mumbai,West,26.0,Female,63561.0,42027.97,50000.0,Unknown,Saturday,No D617GY42,Mastercard,Utility bill,26475.0,2022-01-15 09:26:19,Lucknow,North,75.0,Male,61636.0,14905.77,50000.0,Contactless Payment Device,Saturday,No M304CE77,American Express,Online Shopping,198269.0,2022-01-15 09:33:36,Jaipur,North,44.0,Female,,136085.11,200000.0,Mobile,Saturday,Yes W807KR38,Mastercard,Online Shopping,103946.0,2022-01-15 10:17:22,Ahmedabad,West,57.0,Male,299000.0,54400.7,200000.0,Contactless Payment Device,Saturday,No C127FH18,RuPay,Online Shopping,39600.0,2022-01-15 19:10:09,Bengaluru,South,29.0,Female,36672.0,24365.29,50000.0,Point-of-Sale Terminal,Saturday,No D381AR56,RuPay,Education,71007.0,2022-01-15 20:14:53,Bengaluru,South,35.0,Female,246615.0,76273.45,200000.0,Mobile,Saturday,No V393SQ21,Visa,Retail,93793.0,2022-01-16 01:06:00,Bengaluru,South,68.0,Female,84772.0,90017.38,100000.0,Unknown,Sunday,No I715QM57,Visa,Entertainment,57161.0,2022-01-16 09:18:54,Kochi,South,70.0,Male,78800.0,67555.17,100000.0,Contactless Payment Device,Sunday,No X995HT29,RuPay,Transportation,45619.0,2022-01-16 17:35:46,Chennai,South,71.0,Male,47549.0,47711.15,50000.0,Contactless Payment Device,Sunday,Yes O618US92,American Express,Healthcare,32937.0,2022-01-16 21:52:00,Lucknow,North,70.0,Female,150618.0,41718.69,150000.0,Point-of-Sale Terminal,Sunday,No S243ZH71,American Express,Entertainment,47877.0,2022-01-17 01:19:22,Chennai,South,63.0,Female,56555.0,42015.11,50000.0,Desktop,Monday,No O679HI63,Mastercard,Entertainment,37327.0,2022-01-17 16:59:23,Surat,West,47.0,Female,70078.0,30676.7,50000.0,Desktop,Monday,No F979IJ19,RuPay,Online Shopping,125785.0,2022-01-18 03:14:13,Kochi,South,32.0,Female,163194.0,111056.74,200000.0,Mobile,Tuesday,No S674HM49,Visa,Online Shopping,33920.0,2022-01-18 04:19:01,Kochi,South,60.0,Female,158931.0,13885.24,150000.0,Unknown,Tuesday,No A864SQ80,Mastercard,Education,74649.0,2022-01-18 07:09:47,Patna,East,38.0,Female,235402.0,59559.88,200000.0,Unknown,Tuesday,Yes O517CJ13,Visa,Dining,144744.0,2022-01-18 07:43:31,Lucknow,North,32.0,Female,198719.0,145961.13,200000.0,Unknown,Tuesday,No M437UW51,RuPay,Healthcare,49504.0,2022-01-18 11:04:33,Jaipur,North,59.0,Female,,32879.99,50000.0,Unknown,Tuesday,No D136RE97,Visa,Online Shopping,143307.0,2022-01-18 14:54:47,Hyderabad,South,18.0,Female,,78359.97,200000.0,Mobile,Tuesday,No Y914FF66,Mastercard,Transportation,25976.0,2022-01-19 08:59:29,Ahmedabad,West,70.0,Male,47801.0,22131.77,50000.0,Contactless Payment Device,Wednesday,No W432MX38,Visa,Utility bill,128716.0,2022-01-19 14:37:00,Chennai,South,72.0,Male,,77160.44,200000.0,Point-of-Sale Terminal,Wednesday,No P541IR50,Visa,Dining,88135.0,2022-01-19 19:13:15,Kochi,South,19.0,Male,136036.0,42200.05,100000.0,Contactless Payment Device,Wednesday,No Q194LD14,Mastercard,Dining,90078.0,2022-01-19 22:34:51,Jaipur,North,78.0,Female,274913.0,113692.21,200000.0,Mobile,Wednesday,No H818JB13,RuPay,Dining,37792.0,2022-01-20 02:13:07,Mumbai,West,44.0,Female,35005.0,24213.37,50000.0,Mobile,Thursday,Yes L844XB92,American Express,Entertainment,148316.0,2022-01-20 03:20:55,Kolkata,East,75.0,Male,,136863.89,150000.0,Mobile,Thursday,No Q431PG50,RuPay,Online Shopping,131956.0,2022-01-20 22:03:49,Bengaluru,South,48.0,Female,159254.0,,150000.0,Point-of-Sale Terminal,Thursday,Yes C445VN15,RuPay,Retail,49808.0,2022-01-20 22:14:07,Chennai,South,31.0,Female,71368.0,27312.11,50000.0,Point-of-Sale Terminal,Thursday,Yes U659WR39,RuPay,Retail,43458.0,2022-01-21 08:34:25,Hyderabad,South,62.0,Male,65987.0,43345.58,50000.0,Unknown,Friday,Yes F932IR91,American Express,Online Shopping,90696.0,2022-01-21 20:28:03,Mumbai,West,19.0,Male,227826.0,115895.35,200000.0,Point-of-Sale Terminal,Friday,No M689UD67,Mastercard,Retail,95744.0,2022-01-22 06:46:34,Kolkata,East,23.0,Female,215961.0,63910.34,200000.0,Mobile,Saturday,No A908UJ54,American Express,Utility bill,83896.0,2022-01-23 02:17:28,Chennai,South,20.0,Male,123001.0,111132.39,150000.0,Contactless Payment Device,Sunday,Yes N584GR85,Mastercard,Online Shopping,94014.0,2022-01-23 20:57:38,Surat,West,35.0,Male,105565.0,74945.59,100000.0,Contactless Payment Device,Sunday,Yes E557AJ77,RuPay,Online Shopping,42175.0,2022-01-24 00:03:34,Mumbai,West,61.0,Female,,32412.6,50000.0,Point-of-Sale Terminal,Monday,No P652QO25,Visa,Transportation,121856.0,2022-01-25 14:30:58,Ahmedabad,West,75.0,Female,141026.0,67558.2,200000.0,Point-of-Sale Terminal,Tuesday,No Z535PM19,Visa,Online Shopping,36308.0,2022-01-26 07:18:19,Mumbai,West,20.0,Male,35254.0,15179.16,50000.0,Point-of-Sale Terminal,Wednesday,No H803OW63,Mastercard,Utility bill,184385.0,2022-01-26 14:09:46,Ahmedabad,West,65.0,Male,202803.0,199830.37,200000.0,Desktop,Wednesday,Yes K236KU18,Mastercard,Online Shopping,92282.0,2022-01-26 14:50:51,Kolkata,East,45.0,Male,178861.0,57863.75,150000.0,Mobile,Wednesday,No U639NK59,RuPay,Education,89442.0,2022-01-26 18:55:38,Pune,West,73.0,Female,117498.0,38653.73,100000.0,Unknown,Wednesday,Yes P531QX67,Visa,Retail,144229.0,2022-01-26 19:22:54,Ahmedabad,West,21.0,Male,209370.0,79240.34,150000.0,Mobile,Wednesday,No J835IB88,RuPay,Healthcare,100481.0,2022-01-27 02:44:36,Kolkata,East,25.0,Male,193495.0,99507.66,150000.0,Point-of-Sale Terminal,Thursday,No N249ZV87,Visa,Retail,197330.0,2022-01-27 10:21:56,Kolkata,East,52.0,Male,163386.0,80060.45,200000.0,Unknown,Thursday,No Y263FN17,RuPay,Online Shopping,144377.0,2022-01-27 13:13:37,Bengaluru,South,56.0,Female,179755.0,93503.11,150000.0,Mobile,Thursday,No R785TD59,Visa,Education,45719.0,2022-01-27 18:57:04,Kochi,South,41.0,Female,189116.0,33935.64,200000.0,Desktop,Thursday,No K742GY30,Mastercard,Education,112844.0,2022-01-27 22:00:00,Chennai,South,37.0,Male,269817.0,132270.38,200000.0,Unknown,Thursday,No X391SA72,American Express,Retail,107850.0,2022-01-28 13:44:20,Kolkata,East,,Male,201776.0,145506.16,150000.0,Unknown,Friday,No E181FB31,Visa,Utility bill,,2022-01-28 16:07:26,Delhi,North,28.0,Female,56067.0,,50000.0,Contactless Payment Device,Friday,Yes E912QR41,RuPay,Retail,29086.0,2022-01-29 14:28:06,Hyderabad,South,56.0,Female,,23857.78,50000.0,Mobile,Saturday,Yes V658DP84,Visa,Online Shopping,143926.0,2022-01-29 18:32:17,Patna,East,36.0,Female,221740.0,87784.41,150000.0,Unknown,Saturday,No K926HB14,American Express,Education,38475.0,2022-01-30 04:45:56,Patna,East,45.0,Female,101764.0,49511.26,100000.0,Point-of-Sale Terminal,Sunday,No K873CT65,RuPay,Utility bill,87594.0,2022-01-30 06:09:06,Hyderabad,South,75.0,Male,148271.0,71493.14,100000.0,Desktop,Sunday,No J357XE28,Mastercard,Education,94535.0,2022-01-30 20:54:04,Bengaluru,South,64.0,Female,75950.0,59731.48,100000.0,Desktop,Sunday,No C920ZR18,Mastercard,Dining,49998.0,2022-01-30 23:58:34,Lucknow,North,26.0,Female,71710.0,,50000.0,Contactless Payment Device,Sunday,No I669TA52,Mastercard,Online Shopping,26750.0,2022-01-31 10:35:52,Patna,East,26.0,Female,39027.0,20369.2,50000.0,Contactless Payment Device,Monday,No Z941VU92,American Express,Education,82602.0,2022-01-31 20:39:42,Jaipur,North,79.0,Female,149876.0,43644.62,100000.0,Contactless Payment Device,Monday,No P308BB84,Mastercard,Transportation,39037.0,2022-02-01 06:37:25,Hyderabad,South,68.0,Female,121167.0,52159.14,150000.0,Unknown,Tuesday,No R698FD80,American Express,Online Shopping,32774.0,2022-02-01 19:04:09,Bengaluru,South,78.0,Male,112339.0,42171.05,100000.0,Desktop,Tuesday,No H152DA63,Mastercard,Dining,25711.0,2022-02-01 22:02:13,Kolkata,East,79.0,Female,42924.0,10956.9,50000.0,Unknown,Tuesday,No A485OV76,Visa,Retail,137716.0,2022-02-02 16:04:30,Kolkata,East,23.0,Female,,79967.71,150000.0,Unknown,Wednesday,No U269HC25,Visa,Entertainment,32661.0,2022-02-02 16:15:05,Patna,East,60.0,Female,,20765.94,50000.0,Contactless Payment Device,Wednesday,No A510XD58,Visa,Healthcare,75548.0,2022-02-02 17:29:21,Jaipur,North,20.0,Male,,84904.92,100000.0,Point-of-Sale Terminal,Wednesday,No Q499TV23,Visa,Transportation,86852.0,2022-02-03 08:39:36,Chennai,South,57.0,Male,211257.0,95703.17,200000.0,Desktop,Thursday,No U130VH32,RuPay,Utility bill,89618.0,2022-02-03 13:22:00,Ahmedabad,West,45.0,Male,213850.0,111362.94,150000.0,Contactless Payment Device,Thursday,No J175ZA37,Mastercard,Retail,75942.0,2022-02-03 15:57:50,Kolkata,East,26.0,Male,128872.0,100862.92,150000.0,Desktop,Thursday,No B298TY34,,Online Shopping,78932.0,2022-02-04 01:42:54,Pune,West,51.0,Female,211699.0,99067.03,200000.0,Contactless Payment Device,Friday,No Y125DV84,Mastercard,Retail,49142.0,2022-02-04 07:46:57,Lucknow,North,46.0,Female,58545.0,24706.05,50000.0,Desktop,Friday,No C587YB33,Mastercard,Retail,133271.0,2022-02-04 10:23:42,Lucknow,North,52.0,Male,116070.0,127523.93,150000.0,Point-of-Sale Terminal,Friday,No Q475KZ10,Visa,Utility bill,152938.0,2022-02-05 00:00:26,Chennai,South,67.0,Female,298431.0,133655.7,200000.0,Unknown,Saturday,No E101BU29,Visa,Retail,85514.0,2022-02-06 09:40:53,Lucknow,North,70.0,Female,239316.0,62641.26,200000.0,Contactless Payment Device,Sunday,Yes A334UD37,Mastercard,Retail,127554.0,2022-02-06 10:23:53,Delhi,North,50.0,Male,105157.0,63605.17,150000.0,Point-of-Sale Terminal,Sunday,No L775WJ71,Mastercard,Utility bill,36184.0,2022-02-06 13:50:08,Kolkata,East,62.0,Male,112564.0,27338.82,100000.0,Contactless Payment Device,Sunday,No I966WJ78,American Express,Healthcare,26087.0,2022-02-07 11:52:20,Patna,East,30.0,Male,65072.0,32180.41,50000.0,Mobile,Monday,No U327YO66,RuPay,Retail,49870.0,2022-02-07 14:27:57,Ahmedabad,West,27.0,Female,120034.0,34006.04,100000.0,Contactless Payment Device,Monday,No N771PT60,Visa,Retail,91937.0,2022-02-07 19:29:12,Pune,West,29.0,Male,136065.0,92900.09,100000.0,Desktop,Monday,No H420BD65,RuPay,Entertainment,42338.0,2022-02-08 02:15:48,Kolkata,East,66.0,Female,66568.0,26890.49,50000.0,Contactless Payment Device,Tuesday,No G179WG85,Visa,Transportation,161347.0,2022-02-08 13:31:25,Jaipur,North,43.0,Male,248135.0,119006.72,200000.0,Mobile,Tuesday,Yes P793EH32,Visa,Entertainment,84461.0,2022-02-08 15:08:42,Lucknow,North,48.0,Female,73480.0,43394.63,100000.0,Unknown,Tuesday,No E270SW56,Mastercard,Retail,46119.0,2022-02-08 15:31:51,Lucknow,North,27.0,Female,70539.0,27937.53,50000.0,Contactless Payment Device,Tuesday,No U846KZ14,Visa,Healthcare,48184.0,2022-02-08 21:34:19,Kolkata,East,75.0,Male,105175.0,66061.67,100000.0,Mobile,Tuesday,No J682QO84,RuPay,Retail,42580.0,2022-02-09 07:08:01,Delhi,North,39.0,Female,38170.0,34357.74,50000.0,Point-of-Sale Terminal,Wednesday,No T139TC27,American Express,Retail,93056.0,2022-02-09 09:27:53,Surat,West,63.0,Male,106735.0,88876.39,100000.0,Point-of-Sale Terminal,Wednesday,Yes O161MQ56,Visa,Retail,49786.0,2022-02-09 13:27:42,Chennai,South,75.0,Male,43685.0,28239.96,50000.0,Unknown,Wednesday,Yes E360ID56,RuPay,Online Shopping,39287.0,2022-02-09 15:25:27,Jaipur,North,26.0,Female,99060.0,40895.73,100000.0,Desktop,Wednesday,No B604BY71,RuPay,Online Shopping,26473.0,2022-02-09 16:19:42,Delhi,North,19.0,Female,36212.0,15123.32,50000.0,Mobile,Wednesday,Yes Y449MH56,RuPay,Dining,71827.0,2022-02-09 20:46:44,Kolkata,East,56.0,Female,118830.0,52924.71,150000.0,Mobile,Wednesday,No D540IF92,American Express,Online Shopping,29226.0,2022-02-10 06:00:11,Hyderabad,South,50.0,Female,113478.0,35539.25,100000.0,Desktop,Thursday,No O880NW21,Visa,Online Shopping,146445.0,2022-02-10 17:15:18,Surat,West,51.0,Male,222255.0,73624.62,150000.0,Mobile,Thursday,No G881IE45,Mastercard,Online Shopping,37663.0,2022-02-10 22:50:12,Lucknow,North,37.0,Female,,32058.42,100000.0,Contactless Payment Device,Thursday,No S962VP43,Mastercard,Online Shopping,60523.0,2022-02-10 23:28:11,Kochi,South,45.0,Male,107177.0,42846.02,100000.0,Desktop,Thursday,Yes X153VD74,RuPay,Online Shopping,27921.0,2022-02-11 03:03:16,Lucknow,North,65.0,Male,,25219.87,150000.0,Contactless Payment Device,Friday,No K529XL80,Mastercard,Dining,25538.0,2022-02-11 06:58:23,Chennai,South,39.0,Male,72303.0,26669.46,100000.0,Unknown,Friday,No O107QN85,RuPay,Dining,74465.0,2022-02-11 10:20:43,Jaipur,North,78.0,Male,86767.0,89465.47,100000.0,Unknown,Friday,Yes I953CC93,Mastercard,Dining,84633.0,2022-02-11 19:34:22,Kochi,South,29.0,Female,151745.0,106843.93,150000.0,Mobile,Friday,No P461HC66,Mastercard,Utility bill,91453.0,2022-02-11 20:14:33,Delhi,North,69.0,Male,191057.0,72525.78,150000.0,Desktop,Friday,No Y598GO85,Visa,Dining,61549.0,2022-02-12 02:17:55,Surat,West,45.0,Male,,55492.27,100000.0,Point-of-Sale Terminal,Saturday,No G807IU57,Visa,Retail,111234.0,2022-02-12 07:00:57,Delhi,North,56.0,Female,135651.0,110519.99,150000.0,Contactless Payment Device,Saturday,No U731KX48,Visa,Dining,198239.0,2022-02-12 11:04:19,Ahmedabad,West,65.0,Female,253043.0,147196.58,200000.0,Mobile,Saturday,No Z429RZ62,Visa,Online Shopping,26393.0,2022-02-12 14:57:22,Hyderabad,South,53.0,Male,56762.0,23376.57,50000.0,Desktop,Saturday,No G725PK30,Mastercard,Utility bill,50393.0,2022-02-12 23:00:07,Surat,West,32.0,Female,91399.0,53432.88,100000.0,Unknown,Saturday,No B829YZ93,Visa,Retail,35060.0,2022-02-12 23:50:45,Kochi,South,26.0,Male,52822.0,14506.59,50000.0,Unknown,Saturday,Yes J659KQ77,Visa,Dining,28044.0,2022-02-13 17:40:03,Jaipur,North,76.0,,56057.0,15512.11,50000.0,Mobile,Sunday,No O613AZ19,Mastercard,Online Shopping,54908.0,2022-02-13 19:04:33,Hyderabad,South,47.0,Female,179648.0,35232.42,200000.0,Mobile,Sunday,No R883HO57,American Express,Retail,65920.0,2022-02-14 00:48:48,Kochi,South,,Male,117686.0,49947.21,150000.0,Desktop,Monday,No S517OV29,Visa,Retail,27092.0,2022-02-14 06:20:07,Kochi,South,74.0,Female,71527.0,30670.81,50000.0,Mobile,Monday,No X451UI92,Visa,Entertainment,43703.0,2022-02-14 11:18:00,Chennai,South,54.0,Female,,54458.83,200000.0,Desktop,Monday,No L724OD89,Mastercard,Online Shopping,70619.0,2022-02-14 18:12:27,Surat,West,20.0,Male,290611.0,59210.97,200000.0,Mobile,Monday,No J488CJ96,RuPay,Utility bill,25603.0,2022-02-14 22:46:19,Pune,West,78.0,Male,65915.0,10612.42,50000.0,Unknown,Monday,No I540WA59,Visa,Retail,37705.0,2022-02-15 03:48:56,Jaipur,North,38.0,Female,192367.0,31277.85,150000.0,Unknown,Tuesday,Yes P665WA60,Visa,Dining,26578.0,2022-02-15 07:12:12,Hyderabad,South,63.0,Male,61148.0,31291.14,50000.0,Point-of-Sale Terminal,Tuesday,No D475HA29,Mastercard,Online Shopping,58332.0,2022-02-15 10:59:36,Kochi,South,40.0,Female,105268.0,31122.12,100000.0,Desktop,Tuesday,No U741EI41,Mastercard,Healthcare,37985.0,2022-02-15 11:17:09,Ahmedabad,West,20.0,Female,220038.0,36145.67,150000.0,Desktop,Tuesday,No K426TW56,American Express,Utility bill,98711.0,2022-02-15 12:51:11,Pune,West,66.0,Female,132248.0,61310.25,100000.0,Point-of-Sale Terminal,Tuesday,No L859BT36,Visa,Transportation,34699.0,2022-02-15 14:13:08,Lucknow,North,35.0,Male,74897.0,,50000.0,Contactless Payment Device,Tuesday,Yes U712CF77,Mastercard,Utility bill,36431.0,2022-02-15 21:49:03,Patna,East,78.0,Male,47743.0,29940.02,50000.0,Unknown,Tuesday,No V797ZC98,Mastercard,Dining,39212.0,2022-02-15 23:05:36,Lucknow,North,44.0,Female,47948.0,28622.73,50000.0,Contactless Payment Device,Tuesday,Yes U366RN98,American Express,Utility bill,71344.0,2022-02-16 01:32:27,Chennai,South,41.0,Female,208970.0,45102.07,150000.0,Contactless Payment Device,Wednesday,No J971RU82,RuPay,Education,63921.0,2022-02-16 10:24:22,Chennai,South,21.0,Male,80301.0,55755.98,100000.0,Desktop,Wednesday,Yes N953AJ28,Mastercard,Online Shopping,70950.0,2022-02-16 18:02:35,Jaipur,North,58.0,Female,102959.0,98562.27,100000.0,Contactless Payment Device,Wednesday,No G892MF60,American Express,Transportation,43913.0,2022-02-16 22:17:25,Patna,East,21.0,Male,74905.0,20558.85,50000.0,Contactless Payment Device,Wednesday,Yes A906JA90,American Express,Entertainment,40674.0,2022-02-17 01:33:50,Delhi,North,19.0,Female,47028.0,33213.06,50000.0,Contactless Payment Device,Thursday,No A153IR91,Visa,Retail,49837.0,2022-02-17 05:10:24,Mumbai,West,76.0,Male,57778.0,23495.07,50000.0,Desktop,Thursday,No J484GX87,Mastercard,Entertainment,52603.0,2022-02-17 08:23:22,Mumbai,West,42.0,Female,124623.0,26663.59,150000.0,Mobile,Thursday,Yes O472BA19,American Express,Retail,182319.0,2022-02-17 11:36:45,Patna,East,32.0,Male,210277.0,124525.5,200000.0,Unknown,Thursday,Yes I137RY37,Visa,Retail,129621.0,2022-02-17 12:43:22,Delhi,North,77.0,Male,,77224.97,150000.0,Desktop,Thursday,No G159FZ74,Mastercard,Retail,48665.0,2022-02-17 13:06:31,Patna,East,,Male,142590.0,43231.51,100000.0,Desktop,Thursday,Yes Y636XQ56,RuPay,Online Shopping,147907.0,2022-02-17 14:46:43,Hyderabad,South,27.0,Male,182641.0,136229.49,150000.0,Mobile,Thursday,Yes Q914UX32,RuPay,Retail,39610.0,2022-02-17 15:47:39,Bengaluru,South,27.0,Female,219737.0,53438.33,150000.0,Contactless Payment Device,Thursday,No S487SA70,Visa,Retail,97762.0,2022-02-17 19:32:21,Mumbai,West,57.0,Female,191795.0,107502.96,150000.0,Contactless Payment Device,Thursday,No G189GA50,Mastercard,Online Shopping,145972.0,2022-02-17 19:47:54,Ahmedabad,West,26.0,Male,167254.0,122841.7,200000.0,Mobile,Thursday,Yes A986DO21,Visa,Utility bill,85776.0,2022-02-18 05:18:49,Delhi,North,66.0,Male,145969.0,73392.14,150000.0,Mobile,Friday,Yes J662SX74,Mastercard,Retail,34949.0,2022-02-18 06:39:03,Kolkata,East,39.0,Female,67827.0,44814.12,50000.0,Mobile,Friday,No V456PP19,Visa,Transportation,58536.0,2022-02-18 09:27:28,Bengaluru,South,67.0,Female,118302.0,68810.68,100000.0,Contactless Payment Device,Friday,No K654QM97,RuPay,Online Shopping,67191.0,2022-02-18 10:01:46,Patna,East,52.0,Male,133628.0,46443.64,100000.0,Point-of-Sale Terminal,Friday,No S301CC18,Visa,Transportation,43891.0,2022-02-18 11:51:41,Surat,West,58.0,Male,165719.0,33580.74,150000.0,Contactless Payment Device,Friday,No Y457IG33,RuPay,Transportation,155613.0,2022-02-18 14:29:41,Patna,East,56.0,Female,211468.0,66654.88,200000.0,Mobile,Friday,No J388UO60,American Express,Online Shopping,25580.0,2022-02-18 15:17:30,Jaipur,North,,Male,178829.0,20349.05,150000.0,Point-of-Sale Terminal,Friday,No E687MH90,RuPay,Entertainment,45842.0,2022-02-18 17:47:29,Chennai,South,45.0,Male,254316.0,23207.32,200000.0,Mobile,Friday,No P324BH33,Visa,Online Shopping,34877.0,2022-02-18 23:59:50,Ahmedabad,West,59.0,Male,56711.0,28046.28,50000.0,Desktop,Friday,No T463DV52,RuPay,Retail,63037.0,2022-02-19 12:01:45,Pune,West,64.0,Female,128535.0,44323.61,100000.0,Unknown,Saturday,Yes K668FR57,Visa,Utility bill,37196.0,2022-02-19 22:00:11,Kolkata,East,19.0,Female,87279.0,18569.32,100000.0,Unknown,Saturday,Yes P896OE51,Visa,Retail,49398.0,2022-02-19 23:47:31,Ahmedabad,West,60.0,Male,120755.0,44132.5,100000.0,Point-of-Sale Terminal,Saturday,Yes A386AQ14,RuPay,Utility bill,46236.0,2022-02-20 01:20:26,Jaipur,North,63.0,Male,42738.0,42607.76,50000.0,Desktop,Sunday,Yes D336DM63,RuPay,Online Shopping,77930.0,2022-02-20 05:12:39,Jaipur,North,73.0,Female,218387.0,,150000.0,Unknown,Sunday,No I431KI44,Visa,Online Shopping,104756.0,2022-02-20 14:43:30,Bengaluru,South,29.0,Male,253398.0,89202.76,200000.0,Unknown,Sunday,Yes X205AY39,Visa,Education,37202.0,2022-02-21 00:33:51,Pune,West,44.0,Male,73283.0,34105.64,50000.0,Desktop,Monday,No Q178GQ86,Visa,Online Shopping,149182.0,2022-02-21 00:43:34,Delhi,North,51.0,Male,167108.0,,200000.0,Desktop,Monday,No B978WR70,Visa,Retail,59608.0,2022-02-21 07:07:54,Jaipur,North,33.0,Male,124689.0,32066.18,150000.0,Unknown,Monday,Yes N159HP19,Mastercard,Retail,46983.0,2022-02-21 10:11:12,Lucknow,North,77.0,Male,75905.0,25536.18,100000.0,Desktop,Monday,No X650IE81,Visa,Entertainment,190821.0,2022-02-21 14:19:15,Lucknow,North,68.0,Female,155813.0,119085.1,200000.0,Contactless Payment Device,Monday,No N296JR53,Visa,Online Shopping,27385.0,2022-02-22 04:05:30,Chennai,South,53.0,Male,35671.0,12723.53,50000.0,Point-of-Sale Terminal,Tuesday,Yes H128TR58,Mastercard,Retail,57442.0,2022-02-22 08:52:25,Lucknow,North,64.0,Male,72347.0,48738.69,100000.0,Point-of-Sale Terminal,Tuesday,Yes O472UF31,Visa,Education,36679.0,2022-02-22 14:13:18,Kochi,South,59.0,Female,63741.0,29857.57,50000.0,Desktop,Tuesday,No F683PQ82,Mastercard,Healthcare,43998.0,2022-02-23 02:10:21,Delhi,North,38.0,Female,205334.0,33398.23,150000.0,Desktop,Wednesday,No K692SB91,RuPay,Retail,93070.0,2022-02-23 02:11:47,Bengaluru,South,49.0,Male,140985.0,57451.96,150000.0,Contactless Payment Device,Wednesday,No X625QH14,Visa,Retail,100529.0,2022-02-23 03:18:43,Mumbai,West,79.0,Male,114048.0,82623.19,150000.0,Mobile,Wednesday,No K387AY55,Mastercard,Dining,68904.0,2022-02-23 06:48:19,Pune,West,34.0,Female,143108.0,51933.22,150000.0,Point-of-Sale Terminal,Wednesday,No J455ZS22,RuPay,Online Shopping,65675.0,2022-02-24 03:27:01,Hyderabad,South,19.0,Female,77582.0,85854.63,100000.0,Mobile,Thursday,No D534DT78,RuPay,Online Shopping,45897.0,2022-02-24 04:34:23,Chennai,South,22.0,Female,295117.0,25507.25,200000.0,Point-of-Sale Terminal,Thursday,No G906AH39,Mastercard,Retail,81955.0,2022-02-24 20:22:36,Kolkata,East,31.0,Female,147115.0,41021.06,100000.0,Contactless Payment Device,Thursday,Yes N898DX99,Mastercard,Online Shopping,36865.0,2022-02-24 21:00:39,Chennai,South,67.0,Female,39033.0,27596.17,50000.0,Mobile,Thursday,No W917FC84,Mastercard,Online Shopping,39978.0,2022-02-25 03:59:55,Jaipur,North,49.0,Female,48606.0,27556.35,50000.0,Desktop,Friday,Yes V753FQ58,Visa,Online Shopping,50314.0,2022-02-25 12:04:48,Pune,West,77.0,Male,210963.0,24741.61,200000.0,Unknown,Friday,No P314TI23,RuPay,Transportation,161025.0,2022-02-25 18:42:18,Kolkata,East,29.0,Female,199121.0,165704.0,200000.0,Mobile,Friday,Yes O419YM55,American Express,Utility bill,40669.0,2022-02-26 03:07:09,Delhi,North,,Female,,20807.72,50000.0,Desktop,Saturday,No M142LX74,Mastercard,Retail,34280.0,2022-02-26 14:21:34,Ahmedabad,West,49.0,Female,96957.0,25629.98,100000.0,Desktop,Saturday,No L250EF14,RuPay,Online Shopping,123440.0,2022-02-26 17:36:26,Hyderabad,South,76.0,Female,196535.0,143493.58,150000.0,Point-of-Sale Terminal,Saturday,No T445GT52,Visa,Retail,89456.0,2022-02-27 10:33:52,Pune,West,76.0,Female,167679.0,73123.88,200000.0,Unknown,Sunday,No T289PZ55,Mastercard,Retail,90711.0,2022-02-27 17:12:06,Surat,West,41.0,Male,185642.0,55429.49,150000.0,Point-of-Sale Terminal,Sunday,Yes O998CW96,Visa,Healthcare,70217.0,2022-02-27 17:46:19,Hyderabad,South,61.0,Female,147990.0,98028.49,100000.0,Desktop,Sunday,Yes M945GI78,Mastercard,Online Shopping,40855.0,2022-02-27 20:34:28,Jaipur,North,74.0,Male,36335.0,17397.35,50000.0,Unknown,Sunday,No K444IZ49,Visa,Retail,89005.0,2022-02-28 11:46:42,Kolkata,East,25.0,Male,134749.0,52700.54,100000.0,Point-of-Sale Terminal,Monday,No B451UT96,Visa,Entertainment,39503.0,2022-02-28 20:11:20,Surat,West,37.0,Male,35555.0,37821.67,50000.0,Mobile,Monday,No B597KD15,Visa,Online Shopping,177889.0,2022-02-28 23:50:23,Ahmedabad,West,42.0,Female,273631.0,85389.32,200000.0,Point-of-Sale Terminal,Monday,No V627PN26,Visa,Online Shopping,47383.0,2022-03-01 01:36:19,Surat,West,55.0,Female,47034.0,42913.23,50000.0,Mobile,Tuesday,Yes U613NI15,American Express,Dining,66606.0,2022-03-01 03:10:15,Chennai,South,35.0,Female,185038.0,38000.33,150000.0,Mobile,Tuesday,No L126JR39,Mastercard,Entertainment,43260.0,2022-03-01 17:51:33,Lucknow,North,65.0,Female,100480.0,39959.02,100000.0,Mobile,Tuesday,No K347NT93,Mastercard,,37926.0,2022-03-02 03:09:36,Bengaluru,South,77.0,Female,229527.0,25825.23,200000.0,Mobile,Wednesday,No C983YJ92,Visa,Transportation,76317.0,2022-03-02 06:19:25,Pune,West,39.0,Female,148572.0,87023.08,100000.0,Unknown,Wednesday,No T370XK52,Mastercard,Healthcare,36235.0,2022-03-02 07:35:58,Mumbai,West,48.0,Male,,22296.46,50000.0,Desktop,Wednesday,No W560ZE76,Visa,Retail,42985.0,2022-03-02 14:38:25,Bengaluru,South,,Male,67147.0,36339.75,50000.0,Contactless Payment Device,Wednesday,No D623NM85,Visa,Utility bill,48914.0,2022-03-03 08:22:52,Mumbai,West,53.0,Male,47942.0,35409.1,50000.0,Desktop,Thursday,No F174BG90,Mastercard,Retail,31030.0,2022-03-04 10:46:58,Surat,West,29.0,Male,36609.0,34204.68,50000.0,Mobile,Friday,No V370NN36,American Express,Online Shopping,30594.0,2022-03-04 23:34:12,Delhi,North,41.0,Male,71210.0,27979.04,50000.0,Desktop,Friday,No R768ES71,RuPay,Retail,94676.0,2022-03-05 15:22:33,Bengaluru,South,76.0,Male,103385.0,74834.07,100000.0,Mobile,Saturday,No U364GQ67,Mastercard,Dining,49464.0,2022-03-06 18:09:26,Hyderabad,South,77.0,Male,118785.0,46343.97,100000.0,Unknown,Sunday,No L796DI11,Mastercard,Online Shopping,148293.0,2022-03-06 18:09:35,Kochi,South,36.0,Male,129189.0,,150000.0,Mobile,Sunday,No S852GA82,Mastercard,Retail,72971.0,2022-03-07 06:11:59,Hyderabad,South,46.0,Male,84903.0,56477.24,100000.0,Contactless Payment Device,Monday,No L625QS48,RuPay,Retail,163235.0,2022-03-07 14:53:43,Kochi,South,35.0,Male,260014.0,93365.59,200000.0,Point-of-Sale Terminal,Monday,Yes Q858WH49,American Express,Healthcare,26724.0,2022-03-09 01:23:59,Jaipur,North,24.0,Female,273527.0,30222.61,200000.0,Unknown,Wednesday,Yes L570FD17,RuPay,Online Shopping,143094.0,2022-03-09 03:18:28,Ahmedabad,West,66.0,Male,151064.0,66762.61,200000.0,Desktop,Wednesday,No J961XN85,Visa,Healthcare,47943.0,2022-03-09 04:57:35,Chennai,South,71.0,Male,206287.0,35998.02,200000.0,Desktop,Wednesday,No M700PU42,Visa,Entertainment,65647.0,2022-03-09 16:21:00,Kolkata,East,27.0,Female,126996.0,79613.85,150000.0,Unknown,Wednesday,No A821KI71,RuPay,Online Shopping,178618.0,2022-03-10 03:14:15,Pune,West,27.0,Male,230524.0,89918.99,200000.0,Point-of-Sale Terminal,Thursday,Yes S311SN28,Visa,Education,26296.0,2022-03-10 04:45:07,Jaipur,North,33.0,Female,59820.0,35766.13,50000.0,Desktop,Thursday,No R778IC90,Visa,Retail,32447.0,2022-03-10 14:48:24,Kochi,South,39.0,Female,135875.0,34608.47,100000.0,Point-of-Sale Terminal,Thursday,No W744YH78,Mastercard,Online Shopping,61820.0,2022-03-10 23:43:51,Patna,East,64.0,Male,135807.0,66673.93,100000.0,Unknown,Thursday,No I463UV54,Visa,Online Shopping,28373.0,2022-03-11 01:18:38,Lucknow,North,67.0,Male,197658.0,11866.21,150000.0,Mobile,Friday,No N732KT46,American Express,Healthcare,130881.0,2022-03-11 03:01:19,Delhi,North,48.0,Male,124344.0,76050.24,150000.0,Contactless Payment Device,Friday,No G584YP98,RuPay,Retail,130693.0,2022-03-11 13:37:08,Ahmedabad,West,42.0,Male,116774.0,141702.48,150000.0,Contactless Payment Device,Friday,Yes M244TD64,Visa,Healthcare,62903.0,2022-03-11 16:29:45,Chennai,South,24.0,Female,81672.0,80265.54,100000.0,Unknown,Friday,No R735HM96,RuPay,Dining,33597.0,2022-03-12 10:29:44,Hyderabad,South,25.0,Male,133909.0,33726.38,100000.0,Mobile,Saturday,No A191PV47,Visa,Dining,37468.0,2022-03-12 13:30:05,Bengaluru,South,21.0,Male,73165.0,29682.33,100000.0,Contactless Payment Device,Saturday,No W455TO26,Mastercard,Transportation,62333.0,2022-03-12 19:17:17,Mumbai,West,46.0,Female,95130.0,63112.19,100000.0,Desktop,Saturday,No U461HU96,Mastercard,Entertainment,95437.0,2022-03-13 02:20:55,Jaipur,North,42.0,Female,129789.0,55658.63,100000.0,Mobile,Sunday,No A962AD84,Mastercard,Entertainment,57535.0,2022-03-13 22:32:22,Surat,West,21.0,Male,86105.0,72406.09,100000.0,Desktop,Sunday,No F859PI19,Mastercard,Dining,187243.0,2022-03-14 14:22:56,Surat,West,55.0,Male,277653.0,94855.55,200000.0,Unknown,Monday,Yes E309NU54,Mastercard,Utility bill,166486.0,2022-03-14 18:00:59,Bengaluru,South,47.0,Male,274223.0,168349.12,200000.0,Mobile,Monday,No I862GC64,Visa,Online Shopping,81138.0,2022-03-15 12:01:54,Kolkata,East,48.0,Female,146125.0,39586.23,100000.0,Mobile,Tuesday,Yes Q665YC35,Mastercard,Retail,44523.0,2022-03-15 21:12:13,Bengaluru,South,41.0,,190971.0,29943.84,150000.0,Mobile,Tuesday,No L729TU15,Visa,Healthcare,128324.0,2022-03-16 01:48:33,Bengaluru,South,32.0,Female,173202.0,179149.77,200000.0,Contactless Payment Device,Wednesday,Yes N210CG48,Visa,Retail,26720.0,2022-03-16 01:53:30,Bengaluru,South,54.0,Female,58731.0,16544.61,50000.0,Mobile,Wednesday,No I478JL60,Visa,Transportation,41517.0,2022-03-16 09:44:49,Hyderabad,South,78.0,Male,57700.0,49907.97,50000.0,Unknown,Wednesday,Yes E225AJ65,American Express,Transportation,30487.0,2022-03-17 05:56:03,Jaipur,North,21.0,Male,146816.0,30520.01,100000.0,Contactless Payment Device,Thursday,No T204MC90,RuPay,Utility bill,39959.0,2022-03-17 14:12:23,Patna,East,40.0,Female,114258.0,18000.27,100000.0,Mobile,Thursday,No F992LY53,RuPay,Online Shopping,31155.0,2022-03-17 22:41:22,Ahmedabad,West,53.0,Male,,12504.17,100000.0,Contactless Payment Device,Thursday,No O115DE88,Mastercard,Entertainment,147099.0,2022-03-17 22:59:34,Kolkata,East,42.0,Female,205228.0,164192.02,200000.0,Unknown,Thursday,Yes F486PW58,Visa,Transportation,46856.0,2022-03-18 00:56:32,Bengaluru,South,56.0,Female,37472.0,29362.61,50000.0,Unknown,Friday,No C622UA13,RuPay,Dining,42546.0,2022-03-18 01:24:33,Surat,West,23.0,Female,52230.0,38833.29,50000.0,Point-of-Sale Terminal,Friday,No K630CZ84,Mastercard,Online Shopping,107503.0,2022-03-18 19:58:30,Delhi,North,34.0,Female,225708.0,76366.04,200000.0,Unknown,Friday,Yes Q355WB23,Visa,Retail,93894.0,2022-03-18 23:34:34,Bengaluru,South,60.0,Female,104579.0,39651.6,100000.0,Desktop,Friday,Yes N283II71,RuPay,Online Shopping,112960.0,2022-03-19 02:52:21,Bengaluru,South,80.0,Male,252782.0,69530.25,200000.0,Point-of-Sale Terminal,Saturday,No J239ES34,Mastercard,Transportation,75510.0,2022-03-19 03:44:04,Kochi,South,36.0,Male,121275.0,40701.1,100000.0,Desktop,Saturday,Yes K339HR30,RuPay,Online Shopping,104475.0,2022-03-20 00:12:14,Mumbai,West,,Male,165432.0,120155.03,150000.0,Desktop,Sunday,No W430BE89,Mastercard,Online Shopping,149907.0,2022-03-20 09:42:56,Chennai,South,70.0,Male,261345.0,111242.01,200000.0,Point-of-Sale Terminal,Sunday,No G457WJ65,Mastercard,Healthcare,27890.0,2022-03-20 11:04:25,Delhi,North,69.0,Male,35722.0,20747.74,50000.0,Point-of-Sale Terminal,Sunday,No B322PS22,RuPay,Education,50304.0,2022-03-21 06:35:01,Surat,West,62.0,Female,187393.0,70153.72,150000.0,Point-of-Sale Terminal,Monday,No X953JZ44,Visa,Online Shopping,151734.0,2022-03-21 08:53:03,Delhi,North,79.0,Female,210300.0,128243.69,200000.0,Desktop,Monday,No X912LM35,Visa,Utility bill,120408.0,2022-03-22 07:29:42,Jaipur,North,22.0,Female,260062.0,135996.47,200000.0,Contactless Payment Device,Tuesday,No F778HL83,Visa,Online Shopping,124522.0,2022-03-22 17:50:35,Pune,West,65.0,Female,149064.0,131696.07,150000.0,Point-of-Sale Terminal,Tuesday,No V387SD14,Visa,Transportation,36663.0,2022-03-22 18:10:13,Kolkata,East,80.0,Male,89547.0,36894.6,100000.0,Mobile,Tuesday,Yes S983NX66,Mastercard,Utility bill,29652.0,2022-03-22 19:33:17,Lucknow,North,,Female,180038.0,31753.24,150000.0,Mobile,Tuesday,No M166PC27,Visa,Transportation,61347.0,2022-03-22 22:49:09,Chennai,South,70.0,Female,140176.0,61910.06,100000.0,Desktop,Tuesday,No G442US60,Visa,Dining,62031.0,2022-03-23 01:24:05,Kochi,South,45.0,Male,120257.0,57225.78,100000.0,Mobile,Wednesday,No T475NI55,Visa,Retail,49696.0,2022-03-23 02:42:31,Chennai,South,69.0,Female,171051.0,40631.71,200000.0,Point-of-Sale Terminal,Wednesday,No T408YW43,American Express,Entertainment,45305.0,2022-03-23 23:05:14,Mumbai,West,58.0,Male,71045.0,37827.38,50000.0,Desktop,Wednesday,Yes N382HJ55,Visa,Retail,39031.0,2022-03-24 06:24:14,Kochi,South,46.0,Female,67907.0,47517.72,50000.0,Mobile,Thursday,No W882KV91,Mastercard,Education,37629.0,2022-03-24 16:34:56,Ahmedabad,West,28.0,Male,106426.0,25338.27,100000.0,Contactless Payment Device,Thursday,No G807OU37,Visa,Dining,100018.0,2022-03-25 07:58:42,Chennai,South,57.0,Female,270241.0,75537.15,200000.0,Point-of-Sale Terminal,Friday,No K794WE51,Visa,Retail,28302.0,2022-03-25 13:39:36,Surat,West,70.0,Female,220048.0,38294.08,200000.0,Contactless Payment Device,Friday,No I261CU75,Visa,Transportation,194258.0,2022-03-25 18:21:56,Surat,West,19.0,Female,269742.0,100891.21,200000.0,Unknown,Friday,No M629PN50,Mastercard,Retail,150816.0,2022-03-25 19:13:15,Mumbai,West,37.0,Male,236347.0,146427.93,200000.0,Desktop,Friday,No V100PG52,RuPay,Entertainment,26560.0,2022-03-26 02:27:00,Lucknow,North,,Male,61745.0,33778.57,50000.0,Contactless Payment Device,Saturday,No T989CV88,Mastercard,Education,62487.0,2022-03-26 03:05:29,Mumbai,West,72.0,Male,201816.0,64531.27,150000.0,Mobile,Saturday,No S827TA89,Visa,Utility bill,39650.0,2022-03-26 07:35:47,Ahmedabad,West,50.0,Male,81801.0,34011.97,100000.0,Desktop,Saturday,No C887MA71,RuPay,Transportation,75138.0,2022-03-26 09:34:03,Mumbai,West,21.0,Male,194061.0,100004.82,200000.0,Mobile,Saturday,Yes F547YC51,Mastercard,Transportation,158482.0,2022-03-26 14:03:47,Hyderabad,South,43.0,Male,227774.0,159353.47,200000.0,Unknown,Saturday,Yes Z432YD97,American Express,Online Shopping,93348.0,2022-03-26 16:36:56,Mumbai,West,45.0,Male,220321.0,66974.09,150000.0,Unknown,Saturday,Yes G831JV63,Visa,Retail,193660.0,2022-03-26 21:53:47,Surat,West,55.0,Female,169925.0,187712.92,200000.0,Contactless Payment Device,Saturday,Yes F543LY96,Visa,Online Shopping,90318.0,2022-03-27 01:44:39,Lucknow,North,54.0,Male,93664.0,81037.69,100000.0,Mobile,Sunday,Yes K984FL13,Mastercard,Online Shopping,77648.0,2022-03-27 03:39:41,Chennai,South,31.0,Female,121334.0,81819.26,100000.0,Desktop,Sunday,No D988YI25,RuPay,Dining,76498.0,2022-03-27 06:11:39,Mumbai,West,,Female,88245.0,61345.66,100000.0,Unknown,Sunday,No M434II94,Visa,Online Shopping,167628.0,2022-03-27 07:19:48,Delhi,North,32.0,Male,186819.0,108299.36,200000.0,Desktop,Sunday,No J537JW81,RuPay,Online Shopping,30447.0,2022-03-27 13:05:35,Lucknow,North,52.0,Female,69716.0,39526.94,50000.0,Unknown,Sunday,No U426KU45,Visa,Online Shopping,93781.0,2022-03-27 16:20:57,Ahmedabad,West,53.0,Male,107256.0,76950.91,100000.0,Point-of-Sale Terminal,Sunday,No S715UN23,Visa,Utility bill,57230.0,2022-03-27 17:00:56,Bengaluru,South,22.0,Male,138876.0,45391.81,100000.0,Contactless Payment Device,Sunday,Yes Z517KU13,Visa,Entertainment,42984.0,2022-03-27 18:39:49,Chennai,South,51.0,Female,108474.0,38529.77,100000.0,Unknown,Sunday,No G703NE52,Mastercard,Utility bill,35522.0,2022-03-27 21:42:38,Kochi,South,56.0,Female,110425.0,26671.93,100000.0,Contactless Payment Device,Sunday,No D706BG83,Visa,Retail,47894.0,2022-03-28 05:47:48,Ahmedabad,West,42.0,Female,59796.0,27399.81,50000.0,Unknown,Monday,No E411FY15,Mastercard,Online Shopping,68326.0,2022-03-28 12:15:18,Lucknow,North,45.0,Female,118409.0,57687.75,100000.0,Contactless Payment Device,Monday,No Q792BK18,American Express,Utility bill,70272.0,2022-03-28 15:21:33,Jaipur,North,48.0,Female,85398.0,73021.04,100000.0,Point-of-Sale Terminal,Monday,No M842YY62,Visa,Healthcare,46350.0,2022-03-28 16:06:50,Bengaluru,South,56.0,Female,51640.0,44839.36,50000.0,Mobile,Monday,No J341LL81,Visa,Retail,197356.0,2022-03-28 21:15:56,Kochi,South,35.0,Male,278888.0,139283.05,200000.0,Point-of-Sale Terminal,Monday,No P722WR74,RuPay,Dining,131435.0,2022-03-28 22:14:40,Jaipur,North,24.0,Female,164592.0,82191.16,150000.0,Desktop,Monday,No J608SK47,Mastercard,Dining,49345.0,2022-03-29 03:26:06,Kochi,South,69.0,Female,60121.0,26014.67,50000.0,Contactless Payment Device,Tuesday,No C785OJ35,RuPay,Entertainment,89925.0,2022-03-29 15:04:46,Hyderabad,South,49.0,Female,100954.0,37690.17,100000.0,Point-of-Sale Terminal,Tuesday,Yes T786OX56,Visa,Online Shopping,87263.0,2022-03-29 16:56:12,Ahmedabad,West,65.0,Female,133494.0,56894.74,100000.0,Mobile,Tuesday,Yes Y604KF23,Mastercard,Utility bill,46814.0,2022-03-29 23:32:10,Kochi,South,73.0,Male,35610.0,,50000.0,Unknown,Tuesday,No V114AT53,American Express,Retail,98474.0,2022-03-29 23:47:19,Ahmedabad,West,41.0,Female,180082.0,109524.77,150000.0,Contactless Payment Device,Tuesday,Yes H698DO56,Visa,Retail,124216.0,2022-03-30 09:03:31,Delhi,North,80.0,Male,167734.0,125410.99,150000.0,Contactless Payment Device,Wednesday,No V398MD38,Visa,Utility bill,42580.0,2022-03-30 18:09:41,Jaipur,North,57.0,Female,147084.0,22482.99,200000.0,Unknown,Wednesday,No F258JZ11,Visa,Retail,49324.0,2022-03-30 21:32:30,Kochi,South,35.0,Female,,68658.49,100000.0,Desktop,Wednesday,No Z183QN92,Mastercard,Healthcare,45243.0,2022-03-31 05:10:47,Lucknow,North,65.0,Male,251371.0,52986.2,200000.0,Contactless Payment Device,Thursday,No W784AD80,RuPay,Retail,39610.0,2022-03-31 17:25:53,Patna,East,42.0,Male,74374.0,41670.22,50000.0,Point-of-Sale Terminal,Thursday,No E865PX93,Visa,Education,29595.0,2022-03-31 22:14:48,Hyderabad,South,,Female,62140.0,33937.37,50000.0,Point-of-Sale Terminal,Thursday,Yes K751YP21,Mastercard,Retail,116656.0,2022-04-01 00:23:37,Kochi,South,42.0,Male,196009.0,65860.02,150000.0,Desktop,Friday,No U147HE70,RuPay,Utility bill,33562.0,2022-04-01 02:03:51,Bengaluru,South,53.0,Female,152026.0,39877.02,200000.0,Point-of-Sale Terminal,Friday,No N863PN96,Visa,Transportation,53755.0,2022-04-01 11:56:18,Kochi,South,77.0,Male,134771.0,27605.91,100000.0,Contactless Payment Device,Friday,No Y453VZ16,Visa,Retail,31803.0,2022-04-01 12:16:41,Delhi,North,27.0,Female,107461.0,35851.74,150000.0,Desktop,Friday,No D368SU75,RuPay,Online Shopping,68622.0,2022-04-01 16:40:24,Mumbai,West,33.0,Male,169949.0,71793.95,150000.0,Point-of-Sale Terminal,Friday,Yes P487EF47,Visa,Entertainment,42621.0,2022-04-01 19:53:11,Hyderabad,South,68.0,Female,183776.0,55901.41,150000.0,Point-of-Sale Terminal,Friday,No I933RS50,RuPay,Online Shopping,91277.0,2022-04-02 04:10:55,Kolkata,East,60.0,Female,129175.0,89306.05,100000.0,Desktop,Saturday,No P211GY68,Visa,Online Shopping,32114.0,2022-04-02 06:22:22,Ahmedabad,West,45.0,Male,77469.0,43317.28,100000.0,Mobile,Saturday,No S734AS95,Visa,Transportation,146501.0,2022-04-02 07:08:29,Chennai,South,37.0,Female,147166.0,123044.26,200000.0,Contactless Payment Device,Saturday,Yes Z967EC36,Visa,Entertainment,145601.0,2022-04-02 08:55:57,Bengaluru,South,40.0,Female,110913.0,130617.1,150000.0,Desktop,Saturday,No Y703SK71,RuPay,Utility bill,152574.0,2022-04-02 10:40:30,Ahmedabad,West,32.0,Male,181559.0,163677.32,200000.0,Contactless Payment Device,Saturday,No L474EU26,RuPay,Online Shopping,40524.0,2022-04-03 17:01:08,Bengaluru,South,31.0,Female,58930.0,49219.43,50000.0,Contactless Payment Device,Sunday,No H779BA57,Mastercard,Education,80419.0,2022-04-04 01:51:56,Chennai,South,20.0,Female,120141.0,65434.22,100000.0,Unknown,Monday,No F527WN40,Visa,Utility bill,37534.0,2022-04-04 03:23:27,Pune,West,,Male,209776.0,25026.06,150000.0,Mobile,Monday,No I837NN59,Visa,Education,38593.0,2022-04-04 05:27:59,Chennai,South,55.0,Female,59003.0,25202.45,50000.0,Unknown,Monday,Yes L323QV27,Mastercard,Online Shopping,55249.0,2022-04-04 11:28:20,Mumbai,West,67.0,Male,87928.0,40542.06,100000.0,Desktop,Monday,Yes Z897KH61,Visa,Utility bill,49849.0,2022-04-04 15:14:59,Chennai,South,71.0,Female,105894.0,56275.78,100000.0,Mobile,Monday,No D751LP50,Visa,Transportation,42755.0,2022-04-04 20:57:31,Mumbai,West,45.0,Male,72422.0,25439.61,50000.0,Desktop,Monday,No Q993EJ39,Mastercard,Retail,78596.0,2022-04-04 22:48:17,Surat,West,66.0,Female,86582.0,80984.53,100000.0,Unknown,Monday,No G363WG33,RuPay,Dining,112893.0,2022-04-05 00:15:46,Surat,West,29.0,Male,292104.0,53529.24,200000.0,Mobile,Tuesday,No F227BE60,RuPay,Dining,95192.0,2022-04-05 16:07:18,Jaipur,North,71.0,Male,196271.0,53651.78,150000.0,Point-of-Sale Terminal,Tuesday,Yes A128BF38,Mastercard,Online Shopping,31487.0,2022-04-05 20:09:11,Mumbai,West,52.0,Female,151456.0,38856.29,150000.0,Unknown,Tuesday,No S491FX98,American Express,Online Shopping,31005.0,2022-04-06 01:28:15,Chennai,South,18.0,Female,46973.0,29291.19,50000.0,Point-of-Sale Terminal,Wednesday,No F948OW74,Visa,Retail,80398.0,2022-04-06 07:49:10,Jaipur,North,75.0,Male,,92550.03,150000.0,Desktop,Wednesday,No N885RT63,Mastercard,Entertainment,98144.0,2022-04-06 12:05:56,Ahmedabad,West,56.0,Female,167369.0,58600.37,200000.0,Unknown,Wednesday,No N624HU39,Visa,Retail,89802.0,2022-04-06 15:06:52,Jaipur,North,21.0,Male,120009.0,49980.18,100000.0,Contactless Payment Device,Wednesday,Yes U377DA43,Visa,Entertainment,48017.0,2022-04-06 18:43:47,Surat,West,55.0,Female,71952.0,,50000.0,Contactless Payment Device,Wednesday,No J635IV51,RuPay,Dining,45049.0,2022-04-06 20:07:50,Bengaluru,South,39.0,Male,156082.0,18959.37,200000.0,Mobile,Wednesday,No N619YV21,Visa,Education,50038.0,2022-04-06 20:43:18,Bengaluru,South,67.0,Female,252641.0,40677.62,200000.0,Desktop,Wednesday,No R303TP83,Mastercard,Retail,44728.0,2022-04-06 20:56:41,Mumbai,West,41.0,Female,144857.0,20204.57,150000.0,Point-of-Sale Terminal,Wednesday,No W872AC93,Visa,Transportation,168775.0,2022-04-07 03:28:59,Kochi,South,62.0,Female,148043.0,188221.5,200000.0,Contactless Payment Device,Thursday,No L415HV97,American Express,Education,174579.0,2022-04-07 08:39:02,Jaipur,North,74.0,Female,187683.0,,200000.0,Point-of-Sale Terminal,Thursday,No V499VR37,Visa,Retail,30608.0,2022-04-07 11:19:22,Kolkata,East,30.0,Male,57485.0,33480.42,50000.0,Contactless Payment Device,Thursday,Yes D102QD38,Mastercard,Utility bill,25570.0,2022-04-07 22:06:09,Patna,East,48.0,Male,165752.0,32070.41,150000.0,Mobile,Thursday,No U662SS56,Mastercard,Online Shopping,34858.0,2022-04-08 08:52:47,Lucknow,North,19.0,Female,72429.0,34060.35,50000.0,Desktop,Friday,No Z694JO60,Visa,Retail,135219.0,2022-04-08 11:52:51,Ahmedabad,West,32.0,Female,185174.0,152569.01,200000.0,Mobile,Friday,No P271NW43,RuPay,Transportation,143249.0,2022-04-08 15:22:18,Delhi,North,48.0,Female,194613.0,149630.26,150000.0,Point-of-Sale Terminal,Friday,No G474CQ78,Mastercard,Online Shopping,95831.0,2022-04-08 19:14:56,Surat,West,66.0,Female,256936.0,118496.97,200000.0,Mobile,Friday,No V521TO46,Visa,Education,160604.0,2022-04-08 19:26:06,Ahmedabad,West,23.0,Male,232115.0,67638.35,200000.0,Mobile,Friday,No X971QH24,Visa,Dining,99381.0,2022-04-09 02:59:31,Lucknow,North,,Female,137203.0,44267.14,100000.0,Point-of-Sale Terminal,Saturday,Yes U613IT57,Visa,Dining,33635.0,2022-04-09 03:03:27,Pune,West,43.0,Female,164754.0,,150000.0,Desktop,Saturday,No E242AG93,RuPay,Online Shopping,65658.0,2022-04-09 03:17:12,Jaipur,North,36.0,Female,212613.0,65110.29,200000.0,Mobile,Saturday,Yes B587DU79,Mastercard,Utility bill,41422.0,2022-04-09 03:20:17,Bengaluru,South,46.0,Male,70612.0,38399.19,50000.0,Contactless Payment Device,Saturday,No R623ON81,Mastercard,Dining,50658.0,2022-04-09 16:53:05,Mumbai,West,45.0,Female,123431.0,40519.36,150000.0,Point-of-Sale Terminal,Saturday,No B654CW86,Mastercard,Utility bill,54405.0,2022-04-09 18:40:45,Chennai,South,20.0,Male,176325.0,56420.57,150000.0,Desktop,Saturday,No M517HI77,Visa,Entertainment,191974.0,2022-04-10 01:59:55,Hyderabad,South,23.0,Male,275124.0,78055.17,200000.0,Mobile,Sunday,Yes Y931WG11,Mastercard,Online Shopping,132036.0,2022-04-10 03:20:21,Kochi,South,49.0,Female,166572.0,107255.64,150000.0,Desktop,Sunday,Yes I515XV68,Visa,Education,42375.0,2022-04-10 15:07:47,Delhi,North,60.0,Female,65926.0,30042.01,50000.0,Point-of-Sale Terminal,Sunday,No G379MX45,Mastercard,Transportation,134805.0,2022-04-10 22:48:39,Lucknow,North,20.0,Female,116319.0,,150000.0,Unknown,Sunday,No X986IR23,Visa,Transportation,25228.0,2022-04-10 23:13:24,Pune,West,29.0,Female,93474.0,,100000.0,Contactless Payment Device,Sunday,No S119CK58,Mastercard,Entertainment,172731.0,2022-04-11 12:43:50,Lucknow,North,35.0,Female,296995.0,83450.96,200000.0,Point-of-Sale Terminal,Monday,No O943IO96,,Dining,81060.0,2022-04-11 14:50:35,Patna,East,63.0,Male,73157.0,45184.12,100000.0,Contactless Payment Device,Monday,No U814CJ94,Visa,Retail,38807.0,2022-04-11 14:56:32,Bengaluru,South,21.0,Female,272396.0,49018.62,200000.0,Contactless Payment Device,Monday,Yes B489TX59,Visa,Entertainment,41017.0,2022-04-11 17:09:27,Chennai,South,24.0,Female,57320.0,25954.42,50000.0,Point-of-Sale Terminal,Monday,No T921VT19,RuPay,Education,46151.0,2022-04-11 17:52:35,Ahmedabad,West,63.0,Female,46709.0,44848.23,50000.0,Point-of-Sale Terminal,Monday,No P251UY81,American Express,Transportation,155370.0,2022-04-11 20:54:19,Kolkata,East,64.0,Male,283864.0,128434.01,200000.0,Point-of-Sale Terminal,Monday,No T844AW35,RuPay,Education,94456.0,2022-04-12 11:19:00,Hyderabad,South,27.0,Female,171663.0,97359.28,150000.0,Unknown,Tuesday,No S876EC97,Visa,Online Shopping,48731.0,2022-04-12 13:00:31,Kochi,South,20.0,Male,,43494.14,50000.0,Contactless Payment Device,Tuesday,No O164UJ17,Mastercard,Online Shopping,71403.0,2022-04-13 21:12:03,Mumbai,West,46.0,Male,145365.0,99832.24,100000.0,Point-of-Sale Terminal,Wednesday,No J964NM40,Visa,Healthcare,42521.0,2022-04-14 03:38:17,Patna,East,59.0,,60248.0,43113.09,50000.0,Mobile,Thursday,Yes D586WQ99,Visa,Online Shopping,112431.0,2022-04-14 04:05:01,Lucknow,North,41.0,Male,132253.0,141904.68,150000.0,Mobile,Thursday,No L396NM90,RuPay,Retail,54487.0,2022-04-14 08:13:34,Pune,West,73.0,Male,150265.0,29645.32,150000.0,Mobile,Thursday,No Y519QF64,RuPay,Retail,25989.0,2022-04-14 10:38:05,Surat,West,40.0,Female,43616.0,23219.19,50000.0,Mobile,Thursday,No Z889XZ25,Visa,Utility bill,53878.0,2022-04-14 12:21:19,Jaipur,North,31.0,Male,185131.0,71347.29,150000.0,Desktop,Thursday,No G796BU65,Mastercard,Retail,44960.0,2022-04-14 15:47:31,Chennai,South,68.0,Female,61927.0,32017.76,50000.0,Contactless Payment Device,Thursday,No Q365TN78,RuPay,Online Shopping,101015.0,2022-04-15 11:02:05,Delhi,North,56.0,Male,294161.0,71425.93,200000.0,Unknown,Friday,No F792DZ43,Mastercard,Entertainment,145860.0,2022-04-15 20:46:07,Kolkata,East,65.0,Male,292377.0,,200000.0,Point-of-Sale Terminal,Friday,No O270KB29,Visa,Retail,26737.0,2022-04-16 21:20:16,Surat,West,56.0,Male,94325.0,35490.36,100000.0,Mobile,Saturday,No R738QC35,American Express,Online Shopping,78271.0,2022-04-16 22:47:06,Bengaluru,South,23.0,Male,122261.0,76087.19,150000.0,Contactless Payment Device,Saturday,No I786ON90,Visa,Retail,93095.0,2022-04-17 07:58:17,Chennai,South,31.0,Male,267510.0,95892.5,200000.0,Desktop,Sunday,No P236XL91,Mastercard,Transportation,82929.0,2022-04-17 14:56:56,Hyderabad,South,31.0,Female,106646.0,51973.04,100000.0,Desktop,Sunday,No K108ZI89,Visa,Retail,141841.0,2022-04-17 21:24:21,Hyderabad,South,74.0,Male,207122.0,156851.59,200000.0,Point-of-Sale Terminal,Sunday,Yes D694DE61,RuPay,Online Shopping,89236.0,2022-04-18 00:25:25,Delhi,North,20.0,Female,200306.0,58108.54,200000.0,Contactless Payment Device,Monday,No A843RK64,Visa,Utility bill,94925.0,2022-04-18 05:25:26,Delhi,North,33.0,Male,146625.0,75960.8,100000.0,Unknown,Monday,No G876EY63,Mastercard,Online Shopping,28470.0,2022-04-19 02:00:54,Lucknow,North,52.0,Male,100705.0,14152.37,100000.0,Unknown,Tuesday,No H179YU82,Visa,Retail,27919.0,2022-04-19 03:09:45,Chennai,South,37.0,Male,38283.0,31300.99,50000.0,Point-of-Sale Terminal,Tuesday,No M947EH24,Visa,Transportation,71350.0,2022-04-19 11:56:40,Jaipur,North,39.0,Female,98274.0,59020.94,100000.0,Desktop,Tuesday,No P148YR39,RuPay,Education,29835.0,2022-04-19 19:45:26,Delhi,North,44.0,Female,46004.0,38798.93,50000.0,Mobile,Tuesday,No F657QO38,Mastercard,Healthcare,127460.0,2022-04-20 01:25:43,Lucknow,North,47.0,Female,271846.0,,200000.0,Contactless Payment Device,Wednesday,Yes F630BV45,Mastercard,Transportation,140595.0,2022-04-20 06:01:17,Surat,West,60.0,Female,174625.0,130181.62,150000.0,Contactless Payment Device,Wednesday,No F631AX71,RuPay,Online Shopping,192241.0,2022-04-21 01:40:43,Lucknow,North,,Male,194437.0,106987.73,200000.0,Unknown,Thursday,No X141ZF17,RuPay,Online Shopping,81622.0,2022-04-21 04:03:42,Pune,West,57.0,Male,106976.0,49026.34,100000.0,Point-of-Sale Terminal,Thursday,No Q876MQ73,RuPay,Online Shopping,165431.0,2022-04-21 08:45:18,Surat,West,73.0,Female,182056.0,67823.2,200000.0,Mobile,Thursday,No R543AN35,Mastercard,Retail,136459.0,2022-04-21 09:15:42,Chennai,South,40.0,Female,197543.0,132180.96,150000.0,Desktop,Thursday,No Z872KN13,RuPay,Dining,36111.0,2022-04-22 07:01:36,Bengaluru,South,35.0,Male,35555.0,19987.03,50000.0,Desktop,Friday,No R936GE54,RuPay,Online Shopping,167841.0,2022-04-22 14:25:38,Ahmedabad,West,21.0,Male,277521.0,189470.72,200000.0,Contactless Payment Device,Friday,Yes W922ZU24,RuPay,Transportation,99319.0,2022-04-22 14:59:38,Pune,West,77.0,Male,185145.0,105493.96,150000.0,Contactless Payment Device,Friday,Yes O102CD52,Mastercard,Entertainment,71596.0,2022-04-22 15:43:23,Surat,West,74.0,Male,159110.0,48420.42,200000.0,Contactless Payment Device,Friday,No W836HJ23,Visa,Utility bill,27713.0,2022-04-22 17:07:51,Surat,West,69.0,Male,57578.0,14997.33,50000.0,Contactless Payment Device,Friday,No N518WJ74,Visa,Dining,31154.0,2022-04-23 02:54:14,Hyderabad,South,77.0,Female,204288.0,34113.07,200000.0,Mobile,Saturday,Yes M612UV78,Mastercard,Utility bill,52499.0,2022-04-23 21:01:46,Jaipur,North,31.0,Female,212430.0,49360.47,150000.0,Contactless Payment Device,Saturday,No W681RF13,Visa,Transportation,30282.0,2022-04-23 23:38:06,Surat,West,74.0,Female,276769.0,18824.01,200000.0,Point-of-Sale Terminal,Saturday,Yes H181PI70,Visa,Dining,39547.0,2022-04-24 14:01:51,Delhi,North,59.0,Male,135908.0,35385.91,150000.0,Point-of-Sale Terminal,Sunday,No C742QJ25,Mastercard,Online Shopping,40410.0,2022-04-24 18:12:54,Mumbai,West,75.0,Male,59575.0,35796.01,50000.0,Mobile,Sunday,No L509XW52,RuPay,Transportation,144235.0,2022-04-24 20:22:49,Jaipur,North,38.0,Female,267157.0,193910.94,200000.0,Desktop,Sunday,Yes S979WS92,Mastercard,Entertainment,76098.0,2022-04-24 21:56:33,Kochi,South,68.0,Female,173344.0,69346.24,150000.0,Mobile,Sunday,No E641IK26,RuPay,Online Shopping,94669.0,2022-04-25 04:05:11,Bengaluru,South,18.0,Male,205271.0,77597.56,150000.0,Mobile,Monday,No V725RZ66,Visa,Dining,47046.0,2022-04-25 09:14:32,Kochi,South,64.0,,58084.0,49883.04,50000.0,Mobile,Monday,No Y518ST15,American Express,Online Shopping,38569.0,2022-04-25 10:47:15,Hyderabad,South,43.0,Female,185337.0,15834.55,200000.0,Contactless Payment Device,Monday,Yes T652JR54,RuPay,Transportation,146298.0,2022-04-25 11:09:53,Kochi,South,75.0,Female,159471.0,114337.27,200000.0,Point-of-Sale Terminal,Monday,Yes A684PN51,Visa,Utility bill,44089.0,2022-04-25 13:00:09,Surat,West,25.0,Male,67795.0,21498.09,50000.0,Unknown,Monday,No S956NP36,Visa,Healthcare,86826.0,2022-04-26 14:55:35,Bengaluru,South,24.0,Male,,49391.7,150000.0,Mobile,Tuesday,No A880WW87,American Express,Transportation,29056.0,2022-04-26 15:34:07,Pune,West,34.0,Female,67088.0,38845.78,50000.0,Desktop,Tuesday,No I478YL92,Visa,Transportation,123906.0,2022-04-26 15:54:12,Hyderabad,South,45.0,Male,151454.0,129906.02,150000.0,Desktop,Tuesday,No C419BC46,RuPay,Transportation,28196.0,2022-04-26 17:07:49,Hyderabad,South,39.0,Female,64401.0,28085.02,50000.0,Unknown,Tuesday,No U661YU97,Visa,Education,28984.0,2022-04-26 18:17:30,Lucknow,North,26.0,Female,145772.0,17122.29,100000.0,Contactless Payment Device,Tuesday,Yes Q310ZG69,Visa,Online Shopping,77924.0,2022-04-26 21:27:59,Jaipur,North,45.0,Female,128954.0,81569.47,100000.0,Desktop,Tuesday,No K646BZ54,Visa,Online Shopping,47486.0,2022-04-26 23:21:41,Kochi,South,40.0,Male,243920.0,37652.09,200000.0,Mobile,Tuesday,No I656JT89,Mastercard,Online Shopping,68001.0,2022-04-27 08:10:18,Pune,West,60.0,Female,185028.0,81464.47,200000.0,Point-of-Sale Terminal,Wednesday,No Y593RC25,Visa,Retail,95719.0,2022-04-27 12:41:30,Jaipur,North,38.0,Male,119094.0,80081.14,100000.0,Point-of-Sale Terminal,Wednesday,No K559ZZ28,Visa,Healthcare,33061.0,2022-04-28 01:12:37,Kochi,South,59.0,Female,50860.0,37476.13,50000.0,Point-of-Sale Terminal,Thursday,No S445JW17,American Express,Healthcare,79491.0,2022-04-28 17:28:00,Pune,West,46.0,Male,125801.0,43001.78,100000.0,Point-of-Sale Terminal,Thursday,Yes Q749AH51,Mastercard,Entertainment,172159.0,2022-04-28 21:38:52,Pune,West,38.0,Female,234817.0,72452.3,200000.0,Desktop,Thursday,No W765RY17,Visa,Retail,82245.0,2022-04-29 00:31:28,Bengaluru,South,62.0,Male,209069.0,80192.75,200000.0,Point-of-Sale Terminal,Friday,Yes U183NC13,Visa,Retail,87939.0,2022-04-29 03:46:53,Chennai,South,70.0,Male,243533.0,67457.42,200000.0,Mobile,Friday,No A835PX73,RuPay,Education,38142.0,2022-04-29 11:54:58,Ahmedabad,West,67.0,Male,47204.0,43705.55,50000.0,Mobile,Friday,No V448HV19,Visa,Education,94206.0,2022-04-29 19:00:34,Surat,West,37.0,Male,79583.0,84524.37,100000.0,Mobile,Friday,No F299CA13,Visa,Dining,119754.0,2022-04-30 13:25:49,Mumbai,West,27.0,Female,241610.0,82104.6,200000.0,Unknown,Saturday,No X770CK53,Mastercard,Dining,25067.0,2022-04-30 21:21:58,Bengaluru,South,36.0,Male,39478.0,34860.15,50000.0,Desktop,Saturday,No C279YA98,Visa,Online Shopping,29653.0,2022-05-01 03:16:10,Surat,West,55.0,Male,45748.0,28509.85,50000.0,Desktop,Sunday,No W289QB81,Mastercard,Utility bill,41480.0,2022-05-01 11:21:17,Hyderabad,South,,Male,38141.0,49840.83,50000.0,Unknown,Sunday,No N658DH86,RuPay,Education,97631.0,2022-05-01 13:17:25,Jaipur,North,52.0,Female,108255.0,67304.67,150000.0,Mobile,Sunday,No M355PI64,Visa,Retail,34476.0,2022-05-01 15:21:02,Pune,West,19.0,Female,73627.0,24442.67,50000.0,,Sunday,Yes E344GA47,Mastercard,Education,43430.0,2022-05-01 18:40:29,Jaipur,North,43.0,Male,91858.0,47801.85,100000.0,Unknown,Sunday,Yes U211NI20,Visa,Education,39747.0,2022-05-02 01:31:10,Kochi,South,56.0,Female,62011.0,,50000.0,Point-of-Sale Terminal,Monday,No L899DU67,Mastercard,Retail,37556.0,2022-05-02 01:48:13,Bengaluru,South,65.0,Female,69395.0,39784.23,50000.0,Point-of-Sale Terminal,Monday,Yes D690TW31,RuPay,Online Shopping,28246.0,2022-05-02 03:40:56,Surat,West,54.0,Female,286997.0,21474.69,200000.0,Mobile,Monday,No Z261QW37,Visa,Transportation,30678.0,2022-05-02 04:47:49,Jaipur,North,68.0,Male,292852.0,37512.11,200000.0,Mobile,Monday,Yes U891QK86,Mastercard,Utility bill,46747.0,2022-05-02 05:08:20,Patna,East,26.0,Male,117373.0,59314.16,100000.0,Desktop,Monday,Yes D147KV61,Visa,Retail,61610.0,2022-05-02 22:06:05,Pune,West,76.0,Male,101834.0,47046.51,100000.0,Unknown,Monday,No A348UQ26,RuPay,Entertainment,41663.0,2022-05-02 22:29:55,Patna,East,31.0,Male,124053.0,31778.6,150000.0,Desktop,Monday,Yes O389FJ13,Visa,Online Shopping,91181.0,2022-05-03 05:17:28,Kolkata,East,75.0,Female,287000.0,74308.76,200000.0,Contactless Payment Device,Tuesday,No W331QN48,Visa,Healthcare,32226.0,2022-05-03 08:59:10,Chennai,South,58.0,Male,62766.0,17624.29,50000.0,Desktop,Tuesday,No N327OJ71,Mastercard,Dining,88202.0,2022-05-03 16:32:44,Pune,West,48.0,Male,109123.0,72029.31,150000.0,Point-of-Sale Terminal,Tuesday,No N269YM61,Visa,Healthcare,91247.0,2022-05-04 01:52:42,Patna,East,33.0,Male,176246.0,86583.28,150000.0,Desktop,Wednesday,Yes W852IW48,Visa,Online Shopping,30403.0,2022-05-04 18:29:30,Kochi,South,37.0,Male,60866.0,14695.28,50000.0,Unknown,Wednesday,No M359VR86,Mastercard,Healthcare,25495.0,2022-05-04 23:29:49,Lucknow,North,57.0,Female,54319.0,22995.71,50000.0,Mobile,Wednesday,Yes I664PH97,Visa,Retail,59128.0,2022-05-05 00:04:53,Ahmedabad,West,47.0,Male,119715.0,63722.34,100000.0,Desktop,Thursday,No O782VW79,American Express,Retail,46498.0,2022-05-05 01:10:53,Kochi,South,65.0,Female,167197.0,45067.27,200000.0,Mobile,Thursday,No L319EL46,Mastercard,Online Shopping,116663.0,2022-05-05 03:16:58,Lucknow,North,53.0,Female,156944.0,139328.37,200000.0,Contactless Payment Device,Thursday,No N477TY73,Mastercard,Online Shopping,182803.0,2022-05-05 18:38:57,Patna,East,67.0,Female,229529.0,183213.28,200000.0,Mobile,Thursday,No S954UR80,RuPay,Education,44032.0,2022-05-05 19:25:52,Pune,West,70.0,Female,84968.0,30041.79,100000.0,Desktop,Thursday,No Z470WR17,Visa,Dining,70018.0,2022-05-06 06:06:31,Lucknow,North,59.0,Female,201612.0,79425.55,150000.0,Point-of-Sale Terminal,Friday,No K678EE92,Mastercard,Dining,170631.0,2022-05-06 23:03:50,Chennai,South,78.0,Male,174159.0,136884.24,200000.0,Mobile,Friday,No O573AT18,American Express,Healthcare,45349.0,2022-05-07 02:45:48,Bengaluru,South,65.0,Female,127372.0,63154.17,100000.0,Desktop,Saturday,No U272XM91,Mastercard,Entertainment,43595.0,2022-05-07 03:52:31,Chennai,South,65.0,Female,74190.0,47438.9,50000.0,Desktop,Saturday,No G600XB81,Mastercard,Entertainment,144362.0,2022-05-07 06:13:59,Hyderabad,South,51.0,Male,236256.0,102172.14,200000.0,Mobile,Saturday,No A685OI95,Mastercard,Online Shopping,28051.0,2022-05-07 08:39:00,Ahmedabad,West,34.0,Female,113311.0,20402.15,100000.0,Contactless Payment Device,Saturday,Yes A879HT52,Visa,Education,42563.0,2022-05-07 16:31:25,Delhi,North,43.0,Male,174072.0,39112.73,150000.0,Contactless Payment Device,Saturday,No K382TT67,Visa,Education,29529.0,2022-05-07 16:33:53,Ahmedabad,West,70.0,Male,257270.0,28185.81,200000.0,Point-of-Sale Terminal,Saturday,No Y385EH33,Visa,Education,25308.0,2022-05-08 08:29:03,Delhi,North,76.0,Female,133419.0,28742.63,150000.0,Unknown,Sunday,Yes R691WB85,Mastercard,Entertainment,41390.0,2022-05-08 12:24:38,Lucknow,North,,Male,,22457.97,50000.0,Contactless Payment Device,Sunday,No O410PF55,Mastercard,Utility bill,88115.0,2022-05-08 19:42:52,Pune,West,70.0,Male,130077.0,80315.15,100000.0,Mobile,Sunday,No W953CM22,Mastercard,Healthcare,97532.0,2022-05-08 20:42:31,Pune,West,22.0,Male,200019.0,134501.9,200000.0,Point-of-Sale Terminal,Sunday,No K660IZ99,Visa,Online Shopping,30023.0,2022-05-08 22:10:03,Chennai,South,32.0,Male,126219.0,19769.39,150000.0,Unknown,Sunday,No Z728VG63,American Express,Retail,134490.0,2022-05-09 01:09:01,Kochi,South,,Female,249865.0,138290.23,200000.0,Unknown,Monday,Yes M203LP64,Visa,Education,44642.0,2022-05-09 06:29:32,Surat,West,74.0,Male,37107.0,32970.53,50000.0,Desktop,Monday,No D734XW58,Mastercard,Utility bill,92333.0,2022-05-09 10:14:23,Hyderabad,South,19.0,Female,189791.0,104829.84,150000.0,Unknown,Monday,No C165LI62,Mastercard,Utility bill,96319.0,2022-05-10 01:33:34,Ahmedabad,West,72.0,Male,108174.0,82488.89,100000.0,Mobile,Tuesday,No D181TD57,Visa,Retail,87915.0,2022-05-10 02:35:48,Mumbai,West,59.0,Female,144836.0,71811.63,100000.0,Contactless Payment Device,Tuesday,Yes Q638NO43,Mastercard,Online Shopping,131044.0,2022-05-10 03:02:29,Bengaluru,South,40.0,Female,184720.0,97232.79,150000.0,Point-of-Sale Terminal,Tuesday,No H701PR11,Visa,Entertainment,63392.0,2022-05-10 11:50:12,Kolkata,East,78.0,Male,286301.0,50850.46,200000.0,Unknown,Tuesday,No Z500HV87,RuPay,Retail,81865.0,2022-05-10 13:14:57,Lucknow,North,35.0,Female,83979.0,56864.93,100000.0,Unknown,Tuesday,No J522JR93,Mastercard,Utility bill,46230.0,2022-05-11 05:41:58,Jaipur,North,64.0,Female,112340.0,59856.26,100000.0,Contactless Payment Device,Wednesday,No L736FQ59,Visa,Online Shopping,142358.0,2022-05-11 14:32:30,Hyderabad,South,,Male,237628.0,178631.64,200000.0,Desktop,Wednesday,Yes F223SR20,RuPay,Online Shopping,35952.0,2022-05-11 19:34:23,Mumbai,West,61.0,Female,144106.0,43396.89,100000.0,Mobile,Wednesday,Yes M236SW97,Visa,Online Shopping,30840.0,2022-05-12 01:49:25,Kolkata,East,30.0,Male,293520.0,33557.43,200000.0,Point-of-Sale Terminal,Thursday,Yes R500JL83,Visa,Online Shopping,115583.0,2022-05-12 09:45:08,Hyderabad,South,47.0,,108197.0,125213.24,150000.0,Point-of-Sale Terminal,Thursday,Yes Y656SS26,Visa,Online Shopping,143571.0,2022-05-12 11:15:08,Surat,West,18.0,Male,214722.0,63364.14,200000.0,Mobile,Thursday,No B403GT18,RuPay,Transportation,90481.0,2022-05-12 11:30:08,Chennai,South,29.0,Female,121006.0,85628.37,150000.0,Mobile,Thursday,No D952EB42,RuPay,Education,37886.0,2022-05-13 08:38:34,Surat,West,68.0,Male,60440.0,16291.38,50000.0,Desktop,Friday,No Y968PZ41,Visa,Entertainment,124157.0,2022-05-14 06:59:12,Kochi,South,80.0,Female,157921.0,90405.25,150000.0,Unknown,Saturday,No A509BE41,RuPay,Entertainment,48023.0,2022-05-14 15:49:10,Lucknow,North,52.0,Male,58897.0,24806.02,50000.0,Contactless Payment Device,Saturday,No L576JZ74,Visa,Dining,39464.0,2022-05-15 16:50:46,Ahmedabad,West,38.0,Female,286478.0,37260.75,200000.0,Point-of-Sale Terminal,Sunday,No C534PV79,Mastercard,Transportation,35528.0,2022-05-15 20:58:07,Jaipur,North,38.0,Female,42641.0,26351.54,50000.0,Mobile,Sunday,No A414EL72,American Express,Healthcare,138857.0,2022-05-15 21:40:54,Jaipur,North,19.0,Female,171222.0,100741.05,200000.0,Contactless Payment Device,Sunday,No R721WW91,Visa,Utility bill,85403.0,2022-05-15 23:58:45,Bengaluru,South,,Female,197712.0,68252.43,150000.0,Mobile,Sunday,Yes X152EX95,Visa,Entertainment,95678.0,2022-05-16 00:03:59,Lucknow,North,23.0,Male,96714.0,78289.87,100000.0,Point-of-Sale Terminal,Monday,No T447QF87,Mastercard,Entertainment,52921.0,2022-05-17 09:36:58,Chennai,South,47.0,Male,213980.0,55741.29,200000.0,Unknown,Tuesday,No A206BK53,Mastercard,Online Shopping,116509.0,2022-05-17 15:36:41,Bengaluru,South,55.0,Female,193173.0,161302.71,200000.0,Point-of-Sale Terminal,Tuesday,No R972EA68,Visa,Dining,36900.0,2022-05-18 07:13:40,Kolkata,East,75.0,Female,47340.0,49179.41,50000.0,Desktop,Wednesday,Yes U262PV91,RuPay,Entertainment,199536.0,2022-05-18 07:59:43,Delhi,North,47.0,Female,298349.0,127765.17,200000.0,Unknown,Wednesday,Yes A105DJ23,Mastercard,Dining,43855.0,2022-05-18 10:17:27,Kochi,South,72.0,Female,64225.0,45429.43,50000.0,Point-of-Sale Terminal,Wednesday,Yes L779PE78,RuPay,Transportation,45176.0,2022-05-18 21:42:05,Surat,West,,Male,260018.0,18731.25,200000.0,Point-of-Sale Terminal,Wednesday,Yes M294UM59,American Express,Utility bill,93772.0,2022-05-19 00:04:23,Chennai,South,39.0,Male,111003.0,,100000.0,Unknown,Thursday,No J777DQ75,Mastercard,Transportation,136695.0,2022-05-19 07:58:52,Kolkata,East,28.0,Female,174268.0,173357.02,200000.0,Mobile,Thursday,Yes Q333YX53,American Express,Retail,80312.0,2022-05-19 12:40:09,Patna,East,79.0,Male,132875.0,40406.68,100000.0,Unknown,Thursday,Yes B766BG44,Visa,Online Shopping,143993.0,2022-05-19 13:05:08,Delhi,North,36.0,Female,175530.0,137115.09,150000.0,Desktop,Thursday,No C797QT58,Mastercard,Healthcare,28385.0,2022-05-19 13:23:16,Kochi,South,71.0,Female,68743.0,14934.42,50000.0,Point-of-Sale Terminal,Thursday,No Z865VT22,RuPay,Online Shopping,25783.0,2022-05-19 20:37:21,Pune,West,,Female,144091.0,34837.52,100000.0,,Thursday,No I321VV77,Visa,Retail,69337.0,2022-05-19 21:04:21,Ahmedabad,West,23.0,Female,121111.0,45974.78,100000.0,Contactless Payment Device,Thursday,No Z168WK65,Mastercard,Utility bill,42882.0,2022-05-20 04:07:24,Surat,West,36.0,Female,148346.0,23673.43,150000.0,Desktop,Friday,Yes F102LG93,Mastercard,Education,29228.0,2022-05-20 06:55:31,Chennai,South,18.0,Male,68085.0,17911.3,50000.0,Unknown,Friday,No K343PY14,Mastercard,,49306.0,2022-05-20 13:07:47,Lucknow,North,19.0,Male,131350.0,37214.75,100000.0,Unknown,Friday,No R916DQ95,Mastercard,Retail,49110.0,2022-05-20 16:31:04,Surat,West,69.0,Male,41787.0,22125.05,50000.0,Contactless Payment Device,Friday,No Z404OD61,Mastercard,Utility bill,37897.0,2022-05-20 20:02:27,Pune,West,69.0,Female,65469.0,44458.44,50000.0,Mobile,Friday,No Y123RD59,Visa,Online Shopping,36690.0,2022-05-21 12:02:30,Kolkata,East,45.0,Male,,46853.74,100000.0,Unknown,Saturday,Yes R622MS45,American Express,Retail,44290.0,2022-05-21 15:50:34,Bengaluru,South,18.0,Male,145660.0,32278.28,100000.0,Mobile,Saturday,No A637SI73,Visa,Online Shopping,51943.0,2022-05-21 23:19:32,Mumbai,West,36.0,Male,,46659.98,100000.0,Mobile,Saturday,No D473OX91,Visa,Transportation,34773.0,2022-05-21 23:34:34,Delhi,North,57.0,Male,224650.0,17293.73,200000.0,Contactless Payment Device,Saturday,No N537NN21,Mastercard,Entertainment,120596.0,2022-05-22 06:05:15,Mumbai,West,79.0,,242416.0,75128.09,200000.0,Point-of-Sale Terminal,Sunday,No L678FL82,Mastercard,Online Shopping,133433.0,2022-05-22 15:59:58,Delhi,North,31.0,Female,172574.0,145009.55,200000.0,Desktop,Sunday,No L652AT24,Visa,Retail,29695.0,2022-05-22 22:42:31,Lucknow,North,60.0,Female,216613.0,26274.43,150000.0,Point-of-Sale Terminal,Sunday,No W438DC90,Visa,Education,131566.0,2022-05-22 23:26:52,Jaipur,North,30.0,Female,172314.0,106165.33,200000.0,Contactless Payment Device,Sunday,No Y190MZ49,Visa,Retail,94057.0,2022-05-22 23:47:36,Kochi,South,21.0,Female,136836.0,87693.83,100000.0,Point-of-Sale Terminal,Sunday,No C261BT56,RuPay,Utility bill,106502.0,2022-05-23 00:18:18,Lucknow,North,76.0,Female,175211.0,129984.37,150000.0,Contactless Payment Device,Monday,No P488PS94,RuPay,Entertainment,167063.0,2022-05-23 01:55:15,Bengaluru,South,42.0,Female,,123782.97,200000.0,Contactless Payment Device,Monday,No V142VG33,RuPay,Dining,46911.0,2022-05-23 04:52:23,Jaipur,North,64.0,Male,70109.0,38421.58,50000.0,Point-of-Sale Terminal,Monday,Yes F344XX38,Mastercard,Transportation,36093.0,2022-05-23 08:53:08,Ahmedabad,West,80.0,Male,117940.0,30740.67,100000.0,Point-of-Sale Terminal,Monday,No V976CP54,Mastercard,Online Shopping,52128.0,2022-05-23 12:46:06,Surat,West,42.0,Male,148958.0,39706.43,100000.0,Unknown,Monday,No X798WG51,Visa,Transportation,37094.0,2022-05-23 15:57:49,Delhi,North,75.0,Male,114378.0,38330.66,100000.0,Unknown,Monday,No X759YC51,Visa,Healthcare,45163.0,2022-05-23 17:49:44,Hyderabad,South,26.0,Male,73721.0,31789.67,50000.0,,Monday,Yes D989BJ79,Visa,Dining,103860.0,2022-05-24 07:50:30,Ahmedabad,West,49.0,Female,144920.0,126263.56,200000.0,Unknown,Tuesday,No G471BZ65,Visa,Healthcare,43799.0,2022-05-24 11:17:15,Patna,East,74.0,Female,93555.0,34472.0,100000.0,Desktop,Tuesday,No W267SZ42,Mastercard,Dining,45783.0,2022-05-24 18:40:13,Delhi,North,53.0,Male,56401.0,47513.86,50000.0,Mobile,Tuesday,Yes O832PS13,RuPay,Online Shopping,96210.0,2022-05-25 05:55:43,Bengaluru,South,62.0,Female,97497.0,94224.06,100000.0,Point-of-Sale Terminal,Wednesday,No Q636EN54,Visa,Utility bill,61417.0,2022-05-25 14:54:05,Chennai,South,39.0,Female,161042.0,29546.76,150000.0,Contactless Payment Device,Wednesday,No X481PJ46,Visa,Retail,75450.0,2022-05-25 18:49:49,Mumbai,West,47.0,Male,236866.0,103126.28,200000.0,Contactless Payment Device,Wednesday,No H945RV27,RuPay,Utility bill,109295.0,2022-05-25 23:21:31,Bengaluru,South,75.0,Male,193309.0,60393.63,150000.0,Contactless Payment Device,Wednesday,No C636IE87,American Express,Online Shopping,110222.0,2022-05-26 15:51:30,Delhi,North,80.0,Female,152636.0,56168.9,200000.0,Unknown,Thursday,No W150NB19,Mastercard,Dining,44638.0,2022-05-26 16:17:01,Mumbai,West,64.0,Female,51396.0,,50000.0,Contactless Payment Device,Thursday,No V961PY34,American Express,Utility bill,30451.0,2022-05-26 18:31:22,Jaipur,North,35.0,Male,133064.0,20083.71,100000.0,Desktop,Thursday,No N280YM14,RuPay,Entertainment,46604.0,2022-05-26 23:33:40,Hyderabad,South,45.0,Male,36206.0,21729.58,50000.0,Mobile,Thursday,No Y358VE31,Visa,Utility bill,146389.0,2022-05-27 01:51:47,Jaipur,North,51.0,Female,,117658.81,200000.0,,Friday,Yes S439PN43,Mastercard,Entertainment,80084.0,2022-05-27 04:05:22,Jaipur,North,70.0,Male,225291.0,92914.3,200000.0,Mobile,Friday,No R695IU24,RuPay,Online Shopping,34290.0,2022-05-27 05:02:52,Hyderabad,South,63.0,Female,,,200000.0,Point-of-Sale Terminal,Friday,No K333QS35,Visa,Education,86394.0,2022-05-27 06:29:18,Kochi,South,48.0,Male,261716.0,49821.89,200000.0,Desktop,Friday,No H599RY81,Visa,Retail,75528.0,2022-05-28 18:25:55,Delhi,North,18.0,Male,135883.0,56087.0,100000.0,Desktop,Saturday,No U426ML73,RuPay,Transportation,85216.0,2022-05-29 03:47:33,Jaipur,North,27.0,Female,88506.0,42685.21,100000.0,Mobile,Sunday,Yes D568AR16,RuPay,Online Shopping,37391.0,2022-05-29 05:02:12,Patna,East,25.0,Male,202537.0,39887.67,150000.0,Mobile,Sunday,No E898ZA24,Visa,Online Shopping,37264.0,2022-05-29 22:07:21,Surat,West,46.0,Male,69946.0,48070.83,50000.0,Unknown,Sunday,No S466EG90,American Express,Dining,38068.0,2022-05-30 04:35:43,Kolkata,East,23.0,Male,45320.0,27970.26,50000.0,Mobile,Monday,No A124ZS44,Visa,Utility bill,27409.0,2022-05-30 05:08:46,Chennai,South,80.0,Male,69229.0,18378.33,50000.0,Unknown,Monday,No A327OB23,Mastercard,Utility bill,69687.0,2022-05-31 03:30:52,Ahmedabad,West,45.0,Female,117417.0,39456.15,100000.0,Point-of-Sale Terminal,Tuesday,No R245JA22,Visa,Retail,126880.0,2022-05-31 11:11:53,Chennai,South,42.0,Male,190895.0,133518.81,150000.0,Point-of-Sale Terminal,Tuesday,Yes W180NA52,Visa,Education,77600.0,2022-05-31 12:09:14,Surat,West,37.0,Female,262510.0,79129.69,200000.0,Desktop,Tuesday,No B829AV42,Visa,Retail,196153.0,2022-05-31 13:06:43,Jaipur,North,40.0,Male,285102.0,199184.63,200000.0,Mobile,Tuesday,Yes X461HE38,RuPay,Utility bill,48653.0,2022-05-31 18:29:31,Lucknow,North,34.0,Male,69459.0,20939.95,50000.0,Contactless Payment Device,Tuesday,Yes N339WS62,Mastercard,Healthcare,93925.0,2022-05-31 20:27:50,Mumbai,West,42.0,,160553.0,85833.34,150000.0,Point-of-Sale Terminal,Tuesday,No C397EO62,Visa,Entertainment,29974.0,2022-06-01 03:37:02,Ahmedabad,West,41.0,Female,71029.0,36003.82,50000.0,Desktop,Wednesday,Yes I686FF93,American Express,Retail,138949.0,2022-06-01 09:33:31,Mumbai,West,19.0,Female,181803.0,89990.33,150000.0,Mobile,Wednesday,Yes F794IO27,Mastercard,Utility bill,84967.0,2022-06-01 21:25:47,Bengaluru,South,61.0,Female,132726.0,77854.13,100000.0,Contactless Payment Device,Wednesday,No E280MR34,RuPay,Retail,52387.0,2022-06-02 23:08:14,Delhi,North,23.0,Male,76630.0,63219.67,100000.0,Mobile,Thursday,Yes L819QC51,Mastercard,Dining,98856.0,2022-06-03 01:43:07,Bengaluru,South,66.0,Male,135865.0,102929.38,150000.0,Unknown,Friday,No L110TW46,American Express,Education,42165.0,2022-06-03 04:07:46,Jaipur,North,69.0,Male,149518.0,46163.4,150000.0,Contactless Payment Device,Friday,No X299WG25,Visa,Entertainment,114049.0,2022-06-04 00:30:21,Kolkata,East,,Female,292191.0,55264.2,200000.0,,Saturday,Yes V293GK72,Mastercard,Education,109412.0,2022-06-04 00:59:02,Kochi,South,63.0,Male,163075.0,116361.76,150000.0,Contactless Payment Device,Saturday,No V171DG20,Mastercard,Utility bill,80421.0,2022-06-04 01:09:08,Kochi,South,53.0,Male,212168.0,71771.1,200000.0,Unknown,Saturday,Yes E620WY73,Visa,Retail,47390.0,2022-06-04 05:30:19,Hyderabad,South,21.0,Female,72459.0,21299.59,50000.0,Point-of-Sale Terminal,Saturday,No M853KF40,Mastercard,Transportation,38411.0,2022-06-05 06:49:09,Ahmedabad,West,21.0,Male,45073.0,20258.27,50000.0,Desktop,Sunday,No K942TP20,RuPay,Transportation,145896.0,2022-06-05 08:39:04,Jaipur,North,24.0,Female,252099.0,77626.42,200000.0,Unknown,Sunday,Yes D445FR16,Visa,Online Shopping,44391.0,2022-06-05 16:04:10,Kochi,South,24.0,Male,246688.0,55888.65,200000.0,Mobile,Sunday,No B607ZY22,Mastercard,Online Shopping,35117.0,2022-06-06 11:45:55,Kolkata,East,68.0,Male,55005.0,36932.32,50000.0,Contactless Payment Device,Monday,No H955RC90,Visa,Online Shopping,34537.0,2022-06-06 23:12:26,Lucknow,North,79.0,Male,118281.0,44149.82,100000.0,Point-of-Sale Terminal,Monday,No D301IK17,Mastercard,Retail,43561.0,2022-06-07 06:19:15,Ahmedabad,West,75.0,Female,52921.0,49960.27,50000.0,Point-of-Sale Terminal,Tuesday,No R920ZB57,Mastercard,Entertainment,181625.0,2022-06-07 07:00:43,Delhi,North,33.0,Male,213114.0,160023.0,200000.0,Point-of-Sale Terminal,Tuesday,No K494WH70,Visa,Retail,41044.0,2022-06-07 10:33:44,Surat,West,61.0,Female,42056.0,48330.52,50000.0,Unknown,Tuesday,No Y617MC85,Mastercard,Education,97925.0,2022-06-07 17:53:48,Pune,West,26.0,Female,120302.0,81443.97,100000.0,Contactless Payment Device,Tuesday,Yes S275SJ34,Mastercard,Healthcare,50380.0,2022-06-07 23:45:40,Patna,East,52.0,Male,104058.0,21733.23,100000.0,Point-of-Sale Terminal,Tuesday,No C954PE47,Mastercard,Online Shopping,127008.0,2022-06-08 02:24:04,Delhi,North,51.0,Female,266775.0,79298.24,200000.0,Desktop,Wednesday,No O677MY43,Visa,Online Shopping,43452.0,2022-06-08 03:31:21,Mumbai,West,19.0,Male,,58371.56,150000.0,Point-of-Sale Terminal,Wednesday,Yes F107SR78,Mastercard,Education,180690.0,2022-06-08 09:42:43,Kolkata,East,53.0,Female,293240.0,195748.84,200000.0,Desktop,Wednesday,No M989FS59,Visa,Utility bill,80845.0,2022-06-08 10:25:33,Bengaluru,South,56.0,Female,,72850.77,200000.0,Desktop,Wednesday,No T541YZ97,Visa,Entertainment,86215.0,2022-06-08 13:02:10,Kolkata,East,43.0,Female,108458.0,,100000.0,Desktop,Wednesday,No L279JG61,Mastercard,Utility bill,31745.0,2022-06-08 15:08:17,Kolkata,East,32.0,Male,72530.0,20478.54,50000.0,Mobile,Wednesday,No I669CA65,RuPay,Healthcare,29405.0,2022-06-09 07:16:24,Patna,East,67.0,Male,89680.0,34004.21,100000.0,Mobile,Thursday,No Y929ZM46,American Express,Online Shopping,29787.0,2022-06-09 16:23:34,Lucknow,North,57.0,Male,183724.0,19079.62,200000.0,Unknown,Thursday,No E132IZ10,Visa,Healthcare,43074.0,2022-06-09 22:58:02,Kolkata,East,33.0,Male,54754.0,46347.75,50000.0,Contactless Payment Device,Thursday,No N310SE94,Visa,Online Shopping,59928.0,2022-06-10 00:56:46,Patna,East,50.0,Male,,79897.51,100000.0,Contactless Payment Device,Friday,No A339MV96,RuPay,Education,58542.0,2022-06-10 02:21:10,Hyderabad,South,56.0,Female,189079.0,23688.7,200000.0,Mobile,Friday,No S103MZ29,Visa,,95904.0,2022-06-10 18:48:46,Mumbai,West,41.0,Female,150335.0,55730.97,150000.0,Point-of-Sale Terminal,Friday,No V109CT26,Visa,Online Shopping,77550.0,2022-06-11 06:20:39,Pune,West,32.0,Male,80494.0,94866.43,100000.0,Desktop,Saturday,Yes O433BI41,RuPay,Online Shopping,25551.0,2022-06-11 10:55:45,Patna,East,25.0,Female,,13983.39,50000.0,Mobile,Saturday,No Y275EF83,Mastercard,Education,90025.0,2022-06-11 20:20:35,Kolkata,East,18.0,Female,218458.0,46936.55,150000.0,Point-of-Sale Terminal,Saturday,No Y973BV15,Mastercard,Utility bill,108003.0,2022-06-11 21:29:29,Hyderabad,South,54.0,Female,173606.0,116934.69,150000.0,Contactless Payment Device,Saturday,No X378JZ76,RuPay,Retail,85977.0,2022-06-11 21:42:36,Kochi,South,72.0,Male,215653.0,85205.27,150000.0,Contactless Payment Device,Saturday,No S412CC84,RuPay,Utility bill,36776.0,2022-06-12 21:58:32,Kolkata,East,27.0,Female,70234.0,18714.63,50000.0,Desktop,Sunday,Yes H258LM91,American Express,Education,194446.0,2022-06-13 12:58:57,Jaipur,North,22.0,Male,183235.0,148306.28,200000.0,Desktop,Monday,No O378GU43,Mastercard,Education,125682.0,2022-06-13 20:25:36,Lucknow,North,65.0,Male,123589.0,121869.1,150000.0,Contactless Payment Device,Monday,No E375ZI47,RuPay,Retail,122092.0,2022-06-14 04:09:08,Surat,West,45.0,Male,207862.0,65376.54,150000.0,Mobile,Tuesday,No Q806QB11,Visa,Healthcare,31173.0,2022-06-14 11:49:27,Surat,West,51.0,Male,188445.0,23193.14,150000.0,Desktop,Tuesday,Yes F769BC53,Visa,Transportation,58428.0,2022-06-14 12:00:00,Kochi,South,71.0,Male,105687.0,,100000.0,Mobile,Tuesday,Yes B410JX60,Visa,Education,75627.0,2022-06-14 23:05:43,Kochi,South,37.0,Female,136927.0,31216.84,100000.0,Mobile,Tuesday,No P917YM70,Mastercard,Entertainment,66777.0,2022-06-15 00:47:11,Bengaluru,South,29.0,Male,110130.0,71707.74,100000.0,Desktop,Wednesday,No M431JM94,Mastercard,Education,111392.0,2022-06-15 03:37:58,Bengaluru,South,53.0,Female,127188.0,125155.52,150000.0,Point-of-Sale Terminal,Wednesday,Yes Z859ND79,Visa,Education,53337.0,2022-06-15 12:24:00,Patna,East,35.0,Female,,55669.65,100000.0,Point-of-Sale Terminal,Wednesday,Yes W322LE70,Visa,Entertainment,105952.0,2022-06-15 16:13:42,Mumbai,West,26.0,Male,274257.0,73200.09,200000.0,Contactless Payment Device,Wednesday,No M662SN14,Visa,Dining,39645.0,2022-06-15 18:58:40,Pune,West,31.0,Male,118668.0,34649.98,150000.0,Unknown,Wednesday,No R694QY42,Mastercard,Retail,136801.0,2022-06-16 03:42:40,Jaipur,North,37.0,Female,190978.0,67624.76,150000.0,Desktop,Thursday,No J263WB71,RuPay,Retail,43537.0,2022-06-16 06:01:31,Kochi,South,76.0,Female,35566.0,28072.88,50000.0,Desktop,Thursday,No G851NW32,Mastercard,Retail,56766.0,2022-06-16 07:52:42,Delhi,North,34.0,Male,270929.0,27896.41,200000.0,Point-of-Sale Terminal,Thursday,No N311GM67,Visa,Utility bill,29178.0,2022-06-16 13:42:01,Kolkata,East,23.0,Male,84828.0,22884.31,100000.0,Mobile,Thursday,Yes F385OZ53,Visa,Transportation,46246.0,2022-06-16 15:32:17,Kochi,South,67.0,Female,108341.0,46959.67,150000.0,Mobile,Thursday,No F359TG54,RuPay,Entertainment,47707.0,2022-06-16 18:32:25,Jaipur,North,51.0,Female,72554.0,26052.98,50000.0,Mobile,Thursday,No Z932BQ36,Mastercard,Online Shopping,25201.0,2022-06-16 21:06:32,Jaipur,North,59.0,Male,38086.0,10523.68,50000.0,Unknown,Thursday,No V740TW84,Mastercard,Online Shopping,67271.0,2022-06-16 21:33:16,Chennai,South,,Male,217104.0,93956.01,150000.0,Contactless Payment Device,Thursday,Yes O726XR98,American Express,Retail,100646.0,2022-06-16 23:35:43,Hyderabad,South,49.0,Male,262697.0,132909.15,200000.0,Contactless Payment Device,Thursday,No L308LE21,Visa,Healthcare,75666.0,2022-06-17 11:14:51,Delhi,North,79.0,Male,87265.0,47173.28,100000.0,,Friday,Yes Z899KT67,Visa,Retail,39328.0,2022-06-17 15:56:09,Kolkata,East,58.0,Male,202773.0,41899.17,150000.0,Contactless Payment Device,Friday,No V291XR75,Mastercard,Dining,29789.0,2022-06-17 19:55:49,Jaipur,North,32.0,Female,213942.0,20020.71,150000.0,Desktop,Friday,Yes G821XS78,Mastercard,Entertainment,188935.0,2022-06-18 03:24:06,Chennai,South,62.0,Female,193096.0,143074.98,200000.0,Unknown,Saturday,No E486YP46,Mastercard,Entertainment,37870.0,2022-06-18 11:51:30,Pune,West,79.0,Female,45844.0,45328.4,50000.0,Unknown,Saturday,No W811SS88,Mastercard,Dining,104720.0,2022-06-18 13:01:38,Patna,East,75.0,Male,253142.0,134240.91,200000.0,Desktop,Saturday,Yes I444EA34,Mastercard,Retail,53130.0,2022-06-18 13:33:24,Kolkata,East,78.0,Male,205995.0,67426.0,200000.0,Unknown,Saturday,No A175RW31,Mastercard,Education,82146.0,2022-06-19 05:39:55,Lucknow,North,43.0,Male,93707.0,92423.28,100000.0,Point-of-Sale Terminal,Sunday,No U136EV19,Visa,Online Shopping,122364.0,2022-06-19 14:56:09,Mumbai,West,53.0,Male,177939.0,118226.47,200000.0,Point-of-Sale Terminal,Sunday,No O100VY17,Mastercard,Online Shopping,61444.0,2022-06-20 09:06:21,Ahmedabad,West,53.0,Male,155636.0,63281.31,150000.0,Mobile,Monday,Yes C247XG65,Mastercard,Retail,169561.0,2022-06-20 11:48:05,Lucknow,North,73.0,Male,162474.0,187794.11,200000.0,Point-of-Sale Terminal,Monday,No L647AQ94,Mastercard,Dining,89746.0,2022-06-21 00:36:13,Delhi,North,34.0,Female,144935.0,82498.94,150000.0,Desktop,Tuesday,No Y180BT28,RuPay,Education,46958.0,2022-06-21 03:03:35,Pune,West,57.0,Female,71765.0,23668.51,50000.0,Contactless Payment Device,Tuesday,No B433SC60,Visa,Retail,91392.0,2022-06-21 19:01:59,Hyderabad,South,60.0,Male,161999.0,66226.97,150000.0,Point-of-Sale Terminal,Tuesday,No W722DW85,Visa,Entertainment,71219.0,2022-06-22 17:35:50,Kolkata,East,25.0,Female,83334.0,,100000.0,Point-of-Sale Terminal,Wednesday,No K195NQ40,Visa,Utility bill,34168.0,2022-06-23 06:56:29,Kolkata,East,18.0,Female,164871.0,15877.42,150000.0,Unknown,Thursday,No G260NU12,RuPay,Dining,88318.0,2022-06-23 08:24:14,Patna,East,79.0,Male,136548.0,76088.44,100000.0,Unknown,Thursday,No S785LZ84,Mastercard,Education,107666.0,2022-06-23 10:06:36,Delhi,North,42.0,Female,275705.0,147429.4,200000.0,Unknown,Thursday,No Z761HE49,Visa,Online Shopping,78974.0,2022-06-23 12:39:50,Hyderabad,South,79.0,Female,111033.0,67448.17,150000.0,Desktop,Thursday,No J718VR48,Mastercard,Entertainment,32925.0,2022-06-24 03:31:25,Patna,East,20.0,Female,200719.0,26077.57,150000.0,Point-of-Sale Terminal,Friday,No R330MM73,Visa,Healthcare,67692.0,2022-06-26 05:27:10,Hyderabad,South,52.0,Male,162563.0,62304.31,150000.0,Desktop,Sunday,No V143AF46,Visa,Online Shopping,30099.0,2022-06-26 16:58:37,Ahmedabad,West,61.0,Female,144088.0,18794.98,100000.0,Contactless Payment Device,Sunday,Yes W795LF36,Visa,Dining,163954.0,2022-06-27 15:57:14,Delhi,North,61.0,Male,190503.0,131063.14,200000.0,Mobile,Monday,No R576CA91,American Express,Retail,32758.0,2022-06-27 18:40:28,Kochi,South,19.0,Female,93437.0,,100000.0,Unknown,Monday,Yes D865KC59,American Express,Retail,30054.0,2022-06-27 22:20:36,Hyderabad,South,40.0,Female,62932.0,33429.81,50000.0,Contactless Payment Device,Monday,No G444WZ52,Mastercard,Entertainment,30498.0,2022-06-28 03:07:32,Patna,East,59.0,Female,134386.0,37773.27,100000.0,Unknown,Tuesday,Yes I421IV71,American Express,Online Shopping,143181.0,2022-06-28 12:28:34,Surat,West,52.0,Female,116304.0,127903.62,150000.0,Unknown,Tuesday,No Q739LW62,Mastercard,Online Shopping,93908.0,2022-06-28 16:54:23,Hyderabad,South,47.0,Male,104710.0,,100000.0,Point-of-Sale Terminal,Tuesday,No Q294HL12,American Express,Utility bill,187666.0,2022-06-29 01:23:36,Surat,West,71.0,Male,264115.0,101067.04,200000.0,Unknown,Wednesday,No A503YD86,Mastercard,Education,27702.0,2022-06-29 02:27:53,Hyderabad,South,29.0,Male,,16930.08,50000.0,Mobile,Wednesday,No L319HY24,American Express,Online Shopping,158931.0,2022-06-29 10:42:03,Kochi,South,53.0,Female,199327.0,71460.28,200000.0,Mobile,Wednesday,Yes C874OV77,Visa,Retail,72852.0,2022-06-29 22:24:05,Pune,West,53.0,Male,99394.0,35788.4,100000.0,Mobile,Wednesday,No O700UO54,Mastercard,Transportation,83784.0,2022-06-29 23:41:54,Lucknow,North,39.0,Male,96797.0,80854.29,100000.0,Unknown,Wednesday,No V958UO30,American Express,Online Shopping,27319.0,2022-06-30 01:33:11,Chennai,South,62.0,Male,62775.0,24654.41,50000.0,Mobile,Thursday,Yes L655ZL32,Visa,Entertainment,91586.0,2022-06-30 10:57:32,Delhi,North,61.0,Male,,70526.9,100000.0,Contactless Payment Device,Thursday,No F848NW46,Visa,Transportation,30606.0,2022-06-30 13:56:21,Lucknow,North,76.0,Female,149686.0,28501.32,150000.0,Point-of-Sale Terminal,Thursday,No K783ED28,Mastercard,Dining,119188.0,2022-06-30 19:53:22,Kochi,South,44.0,Male,288917.0,62492.87,200000.0,Contactless Payment Device,Thursday,No Z835AK90,RuPay,Retail,48538.0,2022-07-01 06:42:16,Patna,East,50.0,Male,56708.0,21125.9,50000.0,Contactless Payment Device,Friday,Yes K423YD23,American Express,Healthcare,80983.0,2022-07-01 17:45:13,Lucknow,North,57.0,Male,125462.0,73023.06,100000.0,Point-of-Sale Terminal,Friday,No S935UH24,Visa,Dining,119024.0,2022-07-01 19:59:31,Jaipur,North,23.0,Male,155487.0,105896.13,200000.0,Point-of-Sale Terminal,Friday,No H348AM39,Visa,Retail,36924.0,2022-07-02 00:40:44,Pune,West,75.0,Female,147734.0,48318.51,200000.0,Contactless Payment Device,Saturday,Yes Y137VN86,Mastercard,Retail,26340.0,2022-07-02 01:17:25,Mumbai,West,35.0,Female,143519.0,25754.12,100000.0,Contactless Payment Device,Saturday,Yes W664MY94,Mastercard,Entertainment,34168.0,2022-07-02 03:53:03,Kochi,South,60.0,Female,67315.0,28882.01,50000.0,Point-of-Sale Terminal,Saturday,No G301PD18,American Express,Transportation,37207.0,2022-07-02 04:02:14,Ahmedabad,West,64.0,Female,36867.0,36061.01,50000.0,Contactless Payment Device,Saturday,No O187PI61,Mastercard,Dining,72646.0,2022-07-02 12:40:24,Chennai,South,48.0,Female,,31672.92,200000.0,Desktop,Saturday,No G996SL57,Visa,Healthcare,31139.0,2022-07-02 16:11:29,Delhi,North,36.0,Female,49098.0,14088.57,50000.0,Point-of-Sale Terminal,Saturday,No E741EK81,Visa,Online Shopping,33491.0,2022-07-02 18:31:36,Lucknow,North,18.0,Female,44714.0,41216.99,50000.0,Unknown,Saturday,No E942DC39,RuPay,Utility bill,189658.0,2022-07-02 18:50:09,Lucknow,North,41.0,Female,238035.0,152449.19,200000.0,Desktop,Saturday,No J379RU93,Visa,Healthcare,35795.0,2022-07-03 07:02:13,Ahmedabad,West,42.0,Male,182156.0,17748.79,150000.0,Unknown,Sunday,Yes A153JZ33,Visa,Online Shopping,98858.0,2022-07-04 02:08:24,Lucknow,North,31.0,Male,214551.0,83794.13,150000.0,Point-of-Sale Terminal,Monday,No U160ZV41,Mastercard,Education,89172.0,2022-07-04 11:00:52,Kochi,South,80.0,Female,104587.0,38238.59,100000.0,Point-of-Sale Terminal,Monday,No N853PI32,RuPay,Online Shopping,121782.0,2022-07-05 04:47:41,Kolkata,East,19.0,Male,233984.0,112828.33,200000.0,Mobile,Tuesday,No O657PC72,Mastercard,Retail,49312.0,2022-07-05 06:47:40,Kolkata,East,28.0,Female,65677.0,32806.54,50000.0,Point-of-Sale Terminal,Tuesday,No X574EM87,Visa,Education,27853.0,2022-07-05 22:37:09,Patna,East,18.0,Male,240459.0,36820.43,200000.0,Desktop,Tuesday,No L595GR45,RuPay,Retail,84094.0,2022-07-06 19:00:32,Pune,West,34.0,Male,77651.0,87504.33,100000.0,Unknown,Wednesday,No N964DA22,Visa,Entertainment,28534.0,2022-07-06 22:35:24,Hyderabad,South,48.0,Female,141121.0,34970.71,100000.0,Point-of-Sale Terminal,Wednesday,No N860XF11,Visa,Retail,56088.0,2022-07-07 04:29:23,Pune,West,79.0,Female,211091.0,25073.79,150000.0,Mobile,Thursday,No T225PD89,Visa,Transportation,119788.0,2022-07-07 17:13:35,Surat,West,37.0,Male,127436.0,148768.74,150000.0,Unknown,Thursday,No J738QR97,Mastercard,Entertainment,163477.0,2022-07-07 17:20:11,Jaipur,North,56.0,Male,144521.0,76787.01,200000.0,Contactless Payment Device,Thursday,Yes M151AD51,Visa,Entertainment,95560.0,2022-07-07 17:30:07,Lucknow,North,25.0,Female,216762.0,63559.18,200000.0,Unknown,Thursday,Yes O325IN21,Mastercard,Entertainment,35086.0,2022-07-07 20:35:39,Lucknow,North,64.0,Female,171860.0,38594.24,200000.0,Point-of-Sale Terminal,Thursday,No C467CD95,RuPay,Entertainment,26939.0,2022-07-08 03:14:32,Jaipur,North,26.0,Male,51001.0,18042.38,50000.0,Unknown,Friday,No K781CC95,American Express,Retail,25607.0,2022-07-08 09:38:34,Bengaluru,South,27.0,Male,107386.0,16705.3,100000.0,Mobile,Friday,No Z894LE68,Mastercard,Online Shopping,26500.0,2022-07-08 10:54:52,Kochi,South,64.0,Female,200653.0,36298.01,150000.0,Contactless Payment Device,Friday,No H390IR32,Mastercard,Retail,60561.0,2022-07-08 19:44:55,Bengaluru,South,59.0,Female,153138.0,49599.08,200000.0,Desktop,Friday,No S941CV32,American Express,Retail,69362.0,2022-07-09 14:14:17,Kolkata,East,52.0,Female,105819.0,41160.87,150000.0,Unknown,Saturday,No Z878NM79,Visa,Retail,99408.0,2022-07-09 17:32:04,Patna,East,49.0,Female,131708.0,48005.57,150000.0,Desktop,Saturday,No Y705YI63,Visa,Healthcare,114590.0,2022-07-09 19:26:39,Kolkata,East,50.0,Female,204289.0,57847.63,200000.0,Desktop,Saturday,Yes P748JU85,RuPay,Online Shopping,30402.0,2022-07-10 17:37:10,Patna,East,45.0,Female,205990.0,31853.89,150000.0,Mobile,Sunday,No E619BL62,Mastercard,Transportation,84970.0,2022-07-10 19:25:04,Lucknow,North,20.0,Female,204286.0,81411.3,200000.0,Unknown,Sunday,No H812BJ36,Visa,Education,35251.0,2022-07-11 01:18:08,Bengaluru,South,55.0,Female,211734.0,39721.24,200000.0,Desktop,Monday,No P154FV72,Visa,Online Shopping,87404.0,2022-07-11 19:48:17,Jaipur,North,55.0,Male,74834.0,74163.67,100000.0,Point-of-Sale Terminal,Monday,No U923KR80,RuPay,Online Shopping,31410.0,2022-07-11 22:55:17,Patna,East,,Male,51999.0,21074.31,50000.0,Unknown,Monday,Yes Z931QI23,RuPay,Healthcare,117479.0,2022-07-12 09:31:54,Kolkata,East,48.0,Female,,79000.77,200000.0,Contactless Payment Device,Tuesday,Yes U539WX91,Mastercard,Utility bill,69864.0,2022-07-12 13:00:46,Lucknow,North,33.0,Male,89611.0,49733.66,100000.0,Mobile,Tuesday,No P179GJ55,American Express,Utility bill,34321.0,2022-07-13 00:00:43,Bengaluru,South,80.0,Female,41486.0,15439.05,50000.0,Contactless Payment Device,Wednesday,No C284JN43,Mastercard,Online Shopping,25704.0,2022-07-13 01:07:32,Ahmedabad,West,49.0,Female,108862.0,33704.53,100000.0,Point-of-Sale Terminal,Wednesday,No Y729IB96,Mastercard,Education,181520.0,2022-07-13 23:23:06,Pune,West,79.0,Male,262767.0,149578.01,200000.0,Mobile,Wednesday,No L123BO66,American Express,Online Shopping,25079.0,2022-07-14 01:32:12,Kolkata,East,65.0,Female,117901.0,16135.07,150000.0,Unknown,Thursday,No G782MN95,Visa,Education,31518.0,2022-07-14 04:58:40,Patna,East,32.0,Female,140610.0,30121.86,200000.0,Contactless Payment Device,Thursday,No Y525WJ15,RuPay,Education,30450.0,2022-07-14 11:27:45,Bengaluru,South,38.0,Male,61200.0,23619.22,50000.0,Mobile,Thursday,No O668QV99,Visa,Dining,49704.0,2022-07-14 13:30:32,Hyderabad,South,74.0,Female,103057.0,30299.01,100000.0,Unknown,Thursday,No K312OP23,Mastercard,Retail,82063.0,2022-07-15 10:20:36,Bengaluru,South,50.0,Male,141042.0,64130.24,150000.0,Unknown,Friday,No W720WK66,Visa,Dining,32856.0,2022-07-16 07:28:31,Chennai,South,30.0,Female,70790.0,26798.27,50000.0,Mobile,Saturday,No T404LC14,American Express,Healthcare,45764.0,2022-07-16 10:02:13,Hyderabad,South,24.0,Female,65397.0,38163.87,50000.0,Point-of-Sale Terminal,Saturday,Yes B618HQ90,Visa,Online Shopping,67727.0,2022-07-16 11:46:08,Surat,West,74.0,Female,171737.0,66081.3,150000.0,Unknown,Saturday,No A949DM18,Mastercard,Education,32851.0,2022-07-16 13:52:11,Surat,West,80.0,Female,74996.0,35892.58,50000.0,Contactless Payment Device,Saturday,No T593CY57,American Express,Dining,49406.0,2022-07-17 01:15:21,Chennai,South,74.0,Male,72066.0,37846.39,50000.0,Desktop,Sunday,Yes X753XN75,Visa,Dining,98616.0,2022-07-17 08:05:23,Mumbai,West,62.0,Male,130431.0,46019.36,150000.0,Unknown,Sunday,No H892IR10,Visa,Retail,101034.0,2022-07-17 08:35:29,Jaipur,North,58.0,Male,219124.0,126698.19,150000.0,Mobile,Sunday,No C430DK60,RuPay,Retail,64814.0,2022-07-18 05:59:51,Kochi,South,65.0,Female,144774.0,79771.74,100000.0,Contactless Payment Device,Monday,Yes N304TH18,Mastercard,Online Shopping,43650.0,2022-07-18 10:19:06,Kochi,South,48.0,Female,47381.0,32789.64,50000.0,Contactless Payment Device,Monday,No X517US79,Mastercard,Online Shopping,31147.0,2022-07-18 15:32:43,Bengaluru,South,33.0,Female,52942.0,21254.62,50000.0,Unknown,Monday,No B622JS64,Mastercard,Online Shopping,93783.0,2022-07-18 15:56:09,Bengaluru,South,61.0,Female,148562.0,92418.3,150000.0,Contactless Payment Device,Monday,No O258BZ93,RuPay,Transportation,37620.0,2022-07-18 16:14:41,Lucknow,North,52.0,Female,208246.0,40212.54,150000.0,Point-of-Sale Terminal,Monday,No O832XQ23,Visa,Online Shopping,27817.0,2022-07-18 22:37:24,Mumbai,West,19.0,Female,47467.0,11400.17,50000.0,Contactless Payment Device,Monday,No W673WS47,RuPay,Healthcare,56408.0,2022-07-19 06:46:33,Chennai,South,,Female,183845.0,24258.73,150000.0,Point-of-Sale Terminal,Tuesday,No H116HI14,Mastercard,Online Shopping,93895.0,2022-07-19 18:56:44,Mumbai,West,30.0,Female,70982.0,51006.35,100000.0,Mobile,Tuesday,No D866TL30,Mastercard,Transportation,80690.0,2022-07-20 12:45:16,Chennai,South,34.0,Female,,,100000.0,Contactless Payment Device,Wednesday,No O102WN61,Mastercard,Entertainment,43066.0,2022-07-21 05:01:27,Bengaluru,South,67.0,Female,37460.0,38219.69,50000.0,Mobile,Thursday,Yes H858MI84,Mastercard,Utility bill,47356.0,2022-07-21 05:13:37,Kochi,South,66.0,Male,74148.0,41131.39,50000.0,Unknown,Thursday,Yes D949DM44,Visa,Entertainment,42421.0,2022-07-22 01:46:46,Mumbai,West,76.0,Female,148027.0,50278.04,100000.0,Desktop,Friday,No S371YM69,Visa,Retail,41724.0,2022-07-22 03:06:01,Surat,West,79.0,Female,122087.0,34987.18,150000.0,Point-of-Sale Terminal,Friday,Yes W306OG28,Visa,Healthcare,72709.0,2022-07-23 17:16:53,Pune,West,78.0,Female,181553.0,52326.45,150000.0,Desktop,Saturday,No W749RG73,RuPay,Online Shopping,40286.0,2022-07-24 22:16:12,Surat,West,53.0,Female,91121.0,56264.58,100000.0,Contactless Payment Device,Sunday,Yes X715RJ64,RuPay,Retail,30781.0,2022-07-25 05:48:42,Patna,East,36.0,Female,53025.0,15978.24,50000.0,Unknown,Monday,Yes G396GK59,Visa,Education,96168.0,2022-07-25 05:59:45,Pune,West,80.0,Male,236299.0,112380.58,200000.0,Mobile,Monday,No K864WQ10,Visa,Online Shopping,91273.0,2022-07-25 06:11:40,Bengaluru,South,49.0,Female,188703.0,88765.72,200000.0,Desktop,Monday,Yes C500FJ60,Mastercard,Entertainment,60518.0,2022-07-25 13:00:18,Pune,West,31.0,Female,144357.0,53298.44,200000.0,Mobile,Monday,No B749PB17,Visa,Entertainment,52377.0,2022-07-26 00:06:42,Jaipur,North,77.0,Female,128219.0,64968.78,100000.0,Mobile,Tuesday,No C134HN35,Mastercard,Retail,29887.0,2022-07-26 02:59:58,Bengaluru,South,22.0,Male,,25887.85,50000.0,Mobile,Tuesday,No O614NR78,Visa,Education,42695.0,2022-07-26 06:57:50,Hyderabad,South,74.0,Female,40230.0,47331.83,50000.0,Point-of-Sale Terminal,Tuesday,Yes L559QV67,Visa,Dining,46053.0,2022-07-26 10:37:47,Lucknow,North,59.0,Male,107204.0,32102.65,100000.0,Contactless Payment Device,Tuesday,No U974YV61,Mastercard,Online Shopping,47692.0,2022-07-26 14:53:35,Chennai,South,46.0,Female,270035.0,55330.4,200000.0,Mobile,Tuesday,Yes U619BX43,Visa,Healthcare,41396.0,2022-07-26 19:44:08,Bengaluru,South,42.0,Male,59111.0,25377.21,50000.0,Point-of-Sale Terminal,Tuesday,No P961ZS86,Visa,Dining,42469.0,2022-07-27 11:44:32,Patna,East,61.0,Female,125760.0,35052.01,150000.0,Point-of-Sale Terminal,Wednesday,No G437FG92,Visa,Healthcare,139534.0,2022-07-28 01:23:49,Lucknow,North,22.0,Male,108471.0,135609.23,150000.0,Contactless Payment Device,Thursday,No M771JX84,Visa,Online Shopping,42553.0,2022-07-28 01:33:26,Lucknow,North,24.0,Male,51036.0,30791.9,50000.0,Mobile,Thursday,No U153OW37,Mastercard,Online Shopping,44389.0,2022-07-28 01:59:00,Chennai,South,55.0,Male,83095.0,41815.33,100000.0,Contactless Payment Device,Thursday,No U831MC61,Visa,Retail,83028.0,2022-07-28 11:43:12,Chennai,South,38.0,Male,134791.0,79618.92,100000.0,Desktop,Thursday,No R538JL93,Mastercard,Retail,32962.0,2022-07-28 17:55:43,Surat,West,48.0,Female,64903.0,21720.51,50000.0,Mobile,Thursday,Yes F710AC28,American Express,Retail,146545.0,2022-07-29 13:55:23,Mumbai,West,34.0,Female,148061.0,95995.69,150000.0,Unknown,Friday,No W323TM38,Visa,Retail,48365.0,2022-07-30 01:13:38,Patna,East,35.0,Male,168523.0,22222.76,200000.0,Desktop,Saturday,No B131FD66,RuPay,Healthcare,30539.0,2022-07-30 06:28:36,Jaipur,North,42.0,Male,37557.0,39656.55,50000.0,Mobile,Saturday,Yes A135LG63,Mastercard,Utility bill,94452.0,2022-07-31 02:23:03,Jaipur,North,19.0,Female,213732.0,46138.66,150000.0,Unknown,Sunday,Yes T747YJ69,Mastercard,Online Shopping,86264.0,2022-07-31 02:30:01,Surat,West,21.0,Female,71113.0,66329.76,100000.0,Contactless Payment Device,Sunday,No L979RQ55,Visa,Online Shopping,28436.0,2022-07-31 20:02:58,Hyderabad,South,44.0,Male,75895.0,25215.4,100000.0,Desktop,Sunday,No V742SW53,Mastercard,Transportation,54351.0,2022-07-31 21:42:11,Surat,West,18.0,Male,119932.0,25926.8,100000.0,Contactless Payment Device,Sunday,No Y621FT46,Visa,Retail,55716.0,2022-07-31 22:56:05,Patna,East,61.0,Female,88179.0,,100000.0,Contactless Payment Device,Sunday,No C270RK63,Visa,Education,41075.0,2022-08-01 17:48:54,Kolkata,East,24.0,Male,39169.0,27979.03,50000.0,Desktop,Monday,No L696HA38,American Express,Utility bill,61901.0,2022-08-01 21:18:41,Kolkata,East,19.0,Male,114752.0,66068.91,150000.0,Desktop,Monday,No U214XB84,Visa,Entertainment,65286.0,2022-08-01 22:07:58,Pune,West,69.0,Female,231353.0,85490.13,200000.0,Mobile,Monday,Yes N282HZ63,American Express,Retail,146915.0,2022-08-02 11:56:55,Jaipur,North,66.0,Female,201604.0,65360.38,150000.0,Desktop,Tuesday,No A568AD35,Visa,Online Shopping,143013.0,2022-08-02 14:09:30,Lucknow,North,22.0,Male,141214.0,104991.05,200000.0,Desktop,Tuesday,No N476KL28,RuPay,Transportation,27094.0,2022-08-02 15:48:34,Mumbai,West,20.0,Female,41250.0,15820.44,50000.0,Unknown,Tuesday,No L547XL42,RuPay,Retail,178512.0,2022-08-03 18:11:39,Delhi,North,74.0,Female,220811.0,132165.06,200000.0,Unknown,Wednesday,No V339UJ54,Visa,Healthcare,53967.0,2022-08-04 07:38:29,Surat,West,80.0,Female,207794.0,48943.33,150000.0,Mobile,Thursday,No O448RO11,American Express,Healthcare,44449.0,2022-08-04 13:44:54,Hyderabad,South,52.0,Female,37661.0,49827.26,50000.0,Contactless Payment Device,Thursday,No Q185GJ78,RuPay,Healthcare,37180.0,2022-08-04 13:46:54,Kochi,South,50.0,Female,64796.0,47423.51,50000.0,Contactless Payment Device,Thursday,Yes B964QT55,Visa,Entertainment,25432.0,2022-08-04 20:04:17,Mumbai,West,22.0,Female,211947.0,34293.15,200000.0,Mobile,Thursday,Yes F192CJ50,Mastercard,Utility bill,149679.0,2022-08-05 02:24:05,Kochi,South,55.0,Male,184587.0,173527.39,200000.0,Unknown,Friday,No W756DU88,Mastercard,Online Shopping,57635.0,2022-08-05 12:48:44,Hyderabad,South,46.0,Male,123711.0,23944.84,150000.0,Unknown,Friday,No Y966UE21,Visa,Online Shopping,41473.0,2022-08-05 18:05:55,Pune,West,71.0,Male,37843.0,20544.1,50000.0,Contactless Payment Device,Friday,No X274IZ50,Visa,Utility bill,33417.0,2022-08-05 19:36:14,Ahmedabad,West,46.0,Male,179499.0,38636.48,150000.0,Unknown,Friday,Yes K851XK61,Visa,Education,42386.0,2022-08-05 21:21:02,Hyderabad,South,23.0,Female,49702.0,25956.24,50000.0,Desktop,Friday,No T728SP24,RuPay,Online Shopping,32731.0,2022-08-06 05:49:11,Pune,West,30.0,Male,121907.0,22627.38,100000.0,Contactless Payment Device,Saturday,No W541HU29,Visa,Dining,71514.0,2022-08-07 02:27:42,Mumbai,West,39.0,Female,195887.0,67393.83,150000.0,Point-of-Sale Terminal,Sunday,Yes F219JB28,Mastercard,Dining,41478.0,2022-08-07 02:52:00,Patna,East,53.0,Female,145683.0,41413.41,100000.0,Point-of-Sale Terminal,Sunday,No M929IS14,Mastercard,Dining,48685.0,2022-08-07 06:19:59,Jaipur,North,80.0,Female,121362.0,28481.35,150000.0,Point-of-Sale Terminal,Sunday,No Z739FR92,RuPay,Education,94939.0,2022-08-07 14:58:08,Kolkata,East,64.0,Male,271235.0,106395.32,200000.0,Contactless Payment Device,Sunday,No Z575CL66,American Express,Retail,60126.0,2022-08-07 20:56:14,Surat,West,32.0,Male,169652.0,37065.28,200000.0,Unknown,Sunday,No M989KH32,American Express,Education,43411.0,2022-08-08 00:37:11,Mumbai,West,49.0,Male,36896.0,20909.68,50000.0,Contactless Payment Device,Monday,No C398BJ99,Mastercard,Dining,130728.0,2022-08-08 05:19:57,Kochi,South,21.0,Male,296223.0,153846.24,200000.0,Unknown,Monday,No Y936FX57,Mastercard,Education,42725.0,2022-08-08 10:21:26,Ahmedabad,West,31.0,Female,61712.0,17302.79,50000.0,Mobile,Monday,Yes S751NE91,RuPay,Entertainment,52372.0,2022-08-08 10:58:39,Surat,West,39.0,Female,208568.0,41075.73,150000.0,Mobile,Monday,No Z406BP21,American Express,Retail,191229.0,2022-08-08 13:20:01,Hyderabad,South,73.0,Female,151219.0,94478.57,200000.0,Mobile,Monday,No C677PW32,Visa,Online Shopping,45115.0,2022-08-09 07:49:39,Kolkata,East,65.0,Male,55615.0,43198.44,50000.0,Point-of-Sale Terminal,Tuesday,No Z971QX86,Visa,Online Shopping,34427.0,2022-08-09 15:16:54,Pune,West,79.0,Female,71751.0,24747.33,50000.0,Mobile,Tuesday,No T970JP75,Mastercard,Entertainment,51483.0,2022-08-09 22:30:58,Bengaluru,South,23.0,Male,207672.0,50881.11,150000.0,Mobile,Tuesday,No N553CZ41,American Express,Online Shopping,44359.0,2022-08-09 23:56:41,Chennai,South,68.0,Female,44245.0,35479.77,50000.0,Mobile,Tuesday,No S963OO66,RuPay,Entertainment,144645.0,2022-08-10 05:14:42,Bengaluru,South,73.0,Male,248659.0,130658.21,200000.0,Unknown,Wednesday,No J104ZH37,RuPay,Entertainment,85461.0,2022-08-10 19:28:02,Kochi,South,57.0,Male,104832.0,62081.74,100000.0,Desktop,Wednesday,No L189LE40,Mastercard,Retail,35297.0,2022-08-11 13:15:11,Bengaluru,South,,Male,73576.0,14380.48,100000.0,Unknown,Thursday,No I820HZ56,Mastercard,Dining,137418.0,2022-08-12 05:52:18,Delhi,North,59.0,,234018.0,137012.19,200000.0,Unknown,Friday,No J408AI64,Visa,Dining,64673.0,2022-08-12 09:28:58,Bengaluru,South,32.0,Male,135912.0,84972.73,100000.0,Desktop,Friday,Yes G568CV97,Visa,Transportation,25719.0,2022-08-12 10:01:59,Kochi,South,75.0,Female,64080.0,27612.9,50000.0,Unknown,Friday,No H703MU19,Visa,,30730.0,2022-08-12 13:01:28,Chennai,South,57.0,Female,141138.0,16593.81,100000.0,Unknown,Friday,No G400QJ38,Mastercard,Online Shopping,76594.0,2022-08-13 02:06:39,Kochi,South,33.0,Female,110109.0,32384.88,100000.0,Desktop,Saturday,Yes L967KU94,Mastercard,Online Shopping,46323.0,2022-08-13 10:49:16,Mumbai,West,60.0,Male,41786.0,21863.57,50000.0,Desktop,Saturday,No H374QR70,Visa,Healthcare,158114.0,2022-08-13 15:42:10,Bengaluru,South,23.0,Female,205185.0,77251.08,200000.0,Unknown,Saturday,No Y664ZT92,Mastercard,Education,134518.0,2022-08-13 17:22:34,Chennai,South,68.0,Male,153637.0,140701.42,150000.0,Unknown,Saturday,No J461GG76,Mastercard,Transportation,113199.0,2022-08-13 22:33:28,Chennai,South,25.0,Male,207031.0,97527.44,150000.0,Contactless Payment Device,Saturday,No N398PH78,Mastercard,Online Shopping,157518.0,2022-08-14 03:58:10,Surat,West,68.0,Female,243896.0,121527.25,200000.0,Unknown,Sunday,No A800WL72,RuPay,Retail,47209.0,2022-08-14 11:50:51,Bengaluru,South,75.0,Male,57428.0,32474.64,50000.0,Desktop,Sunday,Yes B248AV96,Visa,Dining,40351.0,2022-08-14 17:00:32,Kolkata,East,53.0,Male,64225.0,34955.03,50000.0,Desktop,Sunday,Yes Z824SD71,Mastercard,Healthcare,38410.0,2022-08-15 02:14:47,Hyderabad,South,27.0,Male,194705.0,33650.8,150000.0,Contactless Payment Device,Monday,Yes O555IV95,Visa,Retail,86858.0,2022-08-15 05:09:14,Pune,West,59.0,Male,143660.0,101734.2,150000.0,Desktop,Monday,Yes W448QI80,Visa,Retail,60341.0,2022-08-15 05:18:34,Bengaluru,South,26.0,Female,105418.0,79888.97,150000.0,Unknown,Monday,Yes W519LU45,Visa,Online Shopping,55505.0,2022-08-15 13:34:57,Surat,West,66.0,Female,211097.0,59218.12,200000.0,Unknown,Monday,Yes Y657TV56,Visa,Entertainment,185975.0,2022-08-16 22:49:13,Kolkata,East,39.0,,262606.0,143046.44,200000.0,Unknown,Tuesday,No G140FQ41,RuPay,Education,107722.0,2022-08-16 23:43:11,Kolkata,East,29.0,,203499.0,129895.98,150000.0,Point-of-Sale Terminal,Tuesday,No V795HI28,RuPay,Online Shopping,70849.0,2022-08-17 00:26:52,Patna,East,70.0,Male,140254.0,38837.21,100000.0,Contactless Payment Device,Wednesday,No T864UG73,Visa,Retail,36080.0,2022-08-17 07:20:45,Surat,West,36.0,Female,43521.0,37856.17,50000.0,Mobile,Wednesday,No O546OT13,Mastercard,Healthcare,69852.0,2022-08-17 12:32:03,Mumbai,West,27.0,Male,120836.0,51977.88,150000.0,Point-of-Sale Terminal,Wednesday,No F850RM15,Visa,Transportation,101629.0,2022-08-17 14:39:15,Patna,East,34.0,Female,192006.0,42582.44,200000.0,Mobile,Wednesday,No A473SG23,American Express,Healthcare,49520.0,2022-08-17 20:49:23,Kolkata,East,69.0,Female,89734.0,57207.31,100000.0,Unknown,Wednesday,Yes D438CR70,RuPay,Online Shopping,92500.0,2022-08-18 09:10:30,Lucknow,North,47.0,Female,122206.0,98119.43,150000.0,Point-of-Sale Terminal,Thursday,No E357EG49,Visa,Education,70939.0,2022-08-19 01:00:48,Kolkata,East,25.0,Male,168828.0,49816.87,150000.0,Desktop,Friday,No S466FC88,Mastercard,Entertainment,107481.0,2022-08-19 10:32:51,Lucknow,North,66.0,Female,297054.0,99128.17,200000.0,Unknown,Friday,No F632UQ11,Mastercard,Retail,38720.0,2022-08-19 10:56:54,Jaipur,North,79.0,Male,65492.0,,50000.0,Point-of-Sale Terminal,Friday,Yes J605CU27,Visa,Transportation,43604.0,2022-08-19 12:21:45,Surat,West,40.0,Female,52297.0,23838.09,50000.0,Unknown,Friday,No J544HJ20,Visa,Healthcare,171149.0,2022-08-20 10:54:28,Patna,East,62.0,Male,159631.0,68905.86,200000.0,Unknown,Saturday,No W478TU87,American Express,Entertainment,36430.0,2022-08-20 13:55:31,Kochi,South,37.0,Female,80267.0,25949.84,100000.0,Point-of-Sale Terminal,Saturday,Yes F632DJ93,Visa,Transportation,46390.0,2022-08-20 21:11:08,Delhi,North,58.0,Female,114587.0,58683.12,150000.0,Desktop,Saturday,Yes B699YV25,Visa,Utility bill,135268.0,2022-08-21 04:36:23,Jaipur,North,36.0,Male,277337.0,134841.93,200000.0,Point-of-Sale Terminal,Sunday,No B171DT61,Visa,Transportation,47659.0,2022-08-21 15:59:12,Surat,West,68.0,Male,71294.0,42060.69,50000.0,Point-of-Sale Terminal,Sunday,Yes U387CY49,Visa,Education,50300.0,2022-08-21 23:21:45,Hyderabad,South,75.0,Female,129111.0,,100000.0,Desktop,Sunday,No I427ZX56,Visa,Transportation,34304.0,2022-08-22 21:24:14,Kochi,South,76.0,Female,47445.0,22434.39,50000.0,Desktop,Monday,No V889BU74,Mastercard,Retail,46054.0,2022-08-22 22:39:24,Hyderabad,South,44.0,Male,44160.0,32525.59,50000.0,Point-of-Sale Terminal,Monday,Yes S763YC20,RuPay,Retail,105692.0,2022-08-23 00:20:35,Mumbai,West,18.0,Female,214413.0,50432.49,150000.0,Unknown,Tuesday,No O969IU33,Visa,Utility bill,78473.0,2022-08-23 14:03:33,Kochi,South,66.0,Male,114439.0,45928.43,100000.0,Contactless Payment Device,Tuesday,Yes N254UW66,Mastercard,Education,144076.0,2022-08-24 00:19:55,Mumbai,West,39.0,Female,201088.0,,200000.0,Mobile,Wednesday,Yes N569QO45,RuPay,Retail,30793.0,2022-08-24 18:09:52,Ahmedabad,West,35.0,Male,,21966.12,150000.0,Point-of-Sale Terminal,Wednesday,No H241UU57,Visa,Dining,25093.0,2022-08-25 00:59:24,Bengaluru,South,51.0,Male,86472.0,10282.41,100000.0,Desktop,Thursday,No G575BZ90,Mastercard,Utility bill,36041.0,2022-08-25 01:21:00,Chennai,South,24.0,Female,74591.0,28339.37,50000.0,Contactless Payment Device,Thursday,Yes J991ZA47,Mastercard,Retail,53439.0,2022-08-25 03:49:40,Ahmedabad,West,46.0,Female,94610.0,70796.28,100000.0,Mobile,Thursday,No I550QQ80,RuPay,Retail,38264.0,2022-08-25 12:41:33,Surat,West,24.0,Female,35964.0,30264.59,50000.0,Mobile,Thursday,No K844ND12,Mastercard,Online Shopping,28158.0,2022-08-25 22:42:07,Surat,West,79.0,Female,67818.0,19599.56,50000.0,Mobile,Thursday,Yes P611HV38,RuPay,Utility bill,126838.0,2022-08-26 02:01:51,Delhi,North,73.0,Female,182924.0,70832.99,150000.0,Contactless Payment Device,Friday,No T203UP16,,Entertainment,34524.0,2022-08-26 03:17:50,Pune,West,44.0,Female,56175.0,25652.85,50000.0,Desktop,Friday,No Z195DY70,Visa,Online Shopping,45487.0,2022-08-26 19:15:31,Surat,West,32.0,Male,,35808.53,50000.0,Mobile,Friday,Yes B816KJ47,Mastercard,Online Shopping,43582.0,2022-08-27 11:37:04,Patna,East,45.0,Female,48241.0,49009.04,50000.0,Mobile,Saturday,No O468VW10,Mastercard,Retail,170286.0,2022-08-27 22:48:57,Lucknow,North,39.0,Male,212335.0,131585.34,200000.0,Unknown,Saturday,No V939UW41,Mastercard,Online Shopping,25837.0,2022-08-28 02:44:51,Hyderabad,South,71.0,Male,147579.0,17548.4,100000.0,Point-of-Sale Terminal,Sunday,No J583NG13,Visa,Transportation,109335.0,2022-08-28 10:52:52,Chennai,South,38.0,Female,186748.0,57997.37,150000.0,Contactless Payment Device,Sunday,No N217YF89,Mastercard,Retail,30901.0,2022-08-29 05:13:45,Pune,West,19.0,Male,114034.0,14733.81,150000.0,Unknown,Monday,Yes V872JF54,Visa,Retail,60301.0,2022-08-29 11:26:03,Patna,East,30.0,Male,221582.0,,150000.0,Mobile,Monday,No T729TI59,Visa,Healthcare,69414.0,2022-08-29 16:10:07,Jaipur,North,55.0,Male,83386.0,36092.01,100000.0,Point-of-Sale Terminal,Monday,No T676BP94,American Express,Entertainment,40779.0,2022-08-29 20:12:06,Kolkata,East,49.0,Male,42111.0,42700.15,50000.0,Mobile,Monday,Yes A428AI82,RuPay,Dining,157661.0,2022-08-30 08:08:27,Kolkata,East,67.0,Female,140159.0,74380.65,200000.0,Desktop,Tuesday,No G359RA79,Visa,Retail,76500.0,2022-08-30 09:35:29,Chennai,South,38.0,Female,236355.0,47424.23,200000.0,Unknown,Tuesday,No N832FF43,Visa,Education,32357.0,2022-08-30 09:48:06,Pune,West,66.0,Male,149811.0,31123.12,150000.0,Unknown,Tuesday,No H349KM88,Visa,Online Shopping,123808.0,2022-08-30 18:07:54,Mumbai,West,44.0,Female,148484.0,147139.15,200000.0,Point-of-Sale Terminal,Tuesday,No W165FS50,Mastercard,Dining,168093.0,2022-08-30 20:19:55,Kochi,South,19.0,Male,294536.0,137684.89,200000.0,Desktop,Tuesday,Yes K275IQ75,American Express,Transportation,29477.0,2022-08-30 23:50:10,Bengaluru,South,26.0,Male,154395.0,25403.47,150000.0,Contactless Payment Device,Tuesday,No C843AW18,RuPay,,63842.0,2022-08-31 12:17:41,Delhi,North,37.0,Female,121529.0,45418.2,100000.0,Point-of-Sale Terminal,Wednesday,No S139AG41,Visa,Retail,48438.0,2022-08-31 18:08:44,Jaipur,North,76.0,Female,56307.0,37815.33,50000.0,Mobile,Wednesday,Yes N330JH99,RuPay,Education,37166.0,2022-09-01 04:16:32,Pune,West,58.0,Female,52798.0,25303.13,50000.0,Contactless Payment Device,Thursday,No H102XW51,Visa,Utility bill,36123.0,2022-09-01 13:41:44,Surat,West,38.0,Female,140496.0,40265.85,100000.0,Desktop,Thursday,No W853EO84,Visa,Utility bill,38721.0,2022-09-02 05:03:58,Delhi,North,31.0,Male,50629.0,24881.23,50000.0,Contactless Payment Device,Friday,No D731YE79,Visa,Online Shopping,44073.0,2022-09-02 17:24:06,Hyderabad,South,32.0,Female,126920.0,57283.58,100000.0,Mobile,Friday,No D537AI84,Visa,Transportation,62723.0,2022-09-02 19:34:34,Bengaluru,South,48.0,Male,77249.0,30114.46,100000.0,Unknown,Friday,No F982XD54,RuPay,Retail,47731.0,2022-09-03 09:39:18,Delhi,North,79.0,Male,48828.0,48140.13,50000.0,Contactless Payment Device,Saturday,No R295OK60,Mastercard,Education,43308.0,2022-09-03 14:43:18,Surat,West,44.0,Male,40614.0,47990.95,50000.0,Unknown,Saturday,No U307OL82,Visa,Healthcare,40549.0,2022-09-03 15:17:37,Pune,West,57.0,Female,201362.0,44426.48,150000.0,Point-of-Sale Terminal,Saturday,No W686TU36,Mastercard,Retail,56748.0,2022-09-04 06:38:20,Bengaluru,South,31.0,Male,204875.0,44306.47,200000.0,Point-of-Sale Terminal,Sunday,No J624CP63,Mastercard,Dining,36528.0,2022-09-04 10:20:57,Jaipur,North,52.0,,65858.0,29443.17,50000.0,Contactless Payment Device,Sunday,No D213EI56,RuPay,Healthcare,87284.0,2022-09-04 17:01:29,Surat,West,69.0,,286240.0,61254.42,200000.0,Desktop,Sunday,No L709SZ79,Visa,Entertainment,25348.0,2022-09-05 20:15:26,Pune,West,31.0,Female,151857.0,30669.69,200000.0,Point-of-Sale Terminal,Monday,No I854VI75,Mastercard,Utility bill,126582.0,2022-09-06 12:48:12,Lucknow,North,19.0,Female,157953.0,121256.37,150000.0,Contactless Payment Device,Tuesday,No W909ES10,RuPay,Online Shopping,130346.0,2022-09-06 14:43:37,Surat,West,56.0,Female,125735.0,62642.77,150000.0,Unknown,Tuesday,No H138QJ51,RuPay,Transportation,40305.0,2022-09-06 17:36:04,Jaipur,North,19.0,Female,56731.0,32555.97,50000.0,Unknown,Tuesday,No Z931GB94,Mastercard,Transportation,146265.0,2022-09-07 04:34:12,Delhi,North,76.0,Male,177336.0,158825.13,200000.0,Contactless Payment Device,Wednesday,No I880KV55,Visa,Education,41324.0,2022-09-07 04:45:11,Lucknow,North,72.0,Male,57406.0,29108.39,50000.0,Mobile,Wednesday,No X954RS40,Visa,Online Shopping,91876.0,2022-09-07 10:47:23,Mumbai,West,48.0,Male,,44861.44,100000.0,Point-of-Sale Terminal,Wednesday,No W993BD37,Mastercard,Dining,57145.0,2022-09-07 11:26:09,Ahmedabad,West,73.0,Female,142781.0,65916.98,100000.0,Desktop,Wednesday,Yes Q655WP21,Visa,Online Shopping,49302.0,2022-09-08 12:03:41,Mumbai,West,50.0,Male,60939.0,42404.81,50000.0,Contactless Payment Device,Thursday,No Q532AC56,Visa,Healthcare,174682.0,2022-09-08 19:43:13,Ahmedabad,West,26.0,Female,226126.0,127718.13,200000.0,Contactless Payment Device,Thursday,No T539LP92,Mastercard,Dining,38763.0,2022-09-09 17:04:25,Delhi,North,42.0,Female,157408.0,28644.73,200000.0,Point-of-Sale Terminal,Friday,No A741GY35,Visa,Utility bill,89075.0,2022-09-10 01:11:11,Patna,East,39.0,Female,223698.0,70664.28,150000.0,Unknown,Saturday,No C602TL92,Visa,Transportation,59018.0,2022-09-10 03:08:22,Kolkata,East,64.0,Female,74558.0,60368.1,100000.0,Mobile,Saturday,Yes N743ML49,RuPay,Transportation,74990.0,2022-09-11 06:19:27,Patna,East,46.0,Female,139351.0,74075.01,100000.0,Contactless Payment Device,Sunday,Yes M720AJ14,Mastercard,Utility bill,38167.0,2022-09-12 18:51:03,Jaipur,North,73.0,Female,64803.0,16025.36,50000.0,Desktop,Monday,No W544VL74,Visa,Retail,173117.0,2022-09-13 15:26:12,Mumbai,West,48.0,Male,147887.0,100170.5,200000.0,Point-of-Sale Terminal,Tuesday,No E163GG88,Mastercard,Dining,28654.0,2022-09-14 05:24:53,Chennai,South,23.0,Female,108036.0,19936.65,100000.0,Contactless Payment Device,Wednesday,No P306BF57,RuPay,Online Shopping,75697.0,2022-09-14 09:37:36,Delhi,North,42.0,Male,129946.0,83799.14,150000.0,Mobile,Wednesday,No R522YR80,Visa,Education,106572.0,2022-09-14 10:41:28,Pune,West,62.0,Female,212554.0,124278.99,150000.0,Desktop,Wednesday,No D858WW54,Visa,Utility bill,37573.0,2022-09-15 01:26:33,Delhi,North,50.0,Female,,15634.78,200000.0,Point-of-Sale Terminal,Thursday,Yes F158WV48,Visa,Transportation,63022.0,2022-09-15 11:16:48,Pune,West,19.0,Female,,87297.42,150000.0,Contactless Payment Device,Thursday,No J419EU30,Mastercard,Utility bill,45491.0,2022-09-15 19:39:39,Jaipur,North,55.0,Female,67225.0,38809.91,50000.0,Mobile,Thursday,No B364UY92,Visa,Dining,119176.0,2022-09-16 02:37:48,Patna,East,42.0,Female,,75998.39,150000.0,Mobile,Friday,No G760UT57,Visa,Online Shopping,78074.0,2022-09-17 02:37:40,Kolkata,East,29.0,Female,207325.0,54619.77,200000.0,Mobile,Saturday,No U821WL87,RuPay,Online Shopping,33461.0,2022-09-18 03:01:15,Kochi,South,29.0,Female,210363.0,20537.76,200000.0,Mobile,Sunday,No R875DG89,Visa,Entertainment,25973.0,2022-09-18 14:20:26,Lucknow,North,25.0,Male,,19104.39,50000.0,Unknown,Sunday,No I158FD11,Visa,Education,139402.0,2022-09-18 15:08:34,Kolkata,East,40.0,Female,160119.0,134294.74,150000.0,Mobile,Sunday,No L399IT78,Mastercard,Online Shopping,130463.0,2022-09-18 16:13:14,Bengaluru,South,65.0,Male,202884.0,144223.94,200000.0,Point-of-Sale Terminal,Sunday,Yes Q342HV16,American Express,Retail,41552.0,2022-09-18 17:46:07,Surat,West,63.0,Male,268682.0,51529.72,200000.0,Point-of-Sale Terminal,Sunday,No W342BB11,Visa,Retail,57001.0,2022-09-18 19:08:12,Hyderabad,South,67.0,Male,79329.0,73287.37,100000.0,Contactless Payment Device,Sunday,Yes K940JV24,RuPay,Retail,47413.0,2022-09-19 04:39:03,Surat,West,79.0,Female,56355.0,,50000.0,Desktop,Monday,No T631VC86,Visa,Utility bill,46541.0,2022-09-19 08:10:09,Surat,West,76.0,Female,54423.0,32224.96,50000.0,Mobile,Monday,No Q121UU54,RuPay,Retail,46149.0,2022-09-19 12:49:34,Patna,East,51.0,Female,47313.0,23798.35,50000.0,Unknown,Monday,No S395AM97,Visa,Education,167449.0,2022-09-19 15:11:59,Jaipur,North,62.0,Female,279108.0,110082.85,200000.0,Desktop,Monday,No X571ER26,Visa,Online Shopping,139843.0,2022-09-20 00:38:05,Bengaluru,South,65.0,Female,118713.0,102478.87,150000.0,Point-of-Sale Terminal,Tuesday,No M399YK38,RuPay,Utility bill,137715.0,2022-09-20 00:47:56,Chennai,South,43.0,Female,215049.0,64071.47,200000.0,Desktop,Tuesday,No S763ES99,Mastercard,Retail,59031.0,2022-09-20 08:33:52,Lucknow,North,24.0,Female,92523.0,63371.62,100000.0,Mobile,Tuesday,No H177CF67,Visa,Education,123412.0,2022-09-20 10:50:04,Kochi,South,39.0,Female,143699.0,64480.48,150000.0,Point-of-Sale Terminal,Tuesday,No Q803VM87,American Express,Online Shopping,72259.0,2022-09-20 10:56:10,Pune,West,27.0,Male,126776.0,40047.58,100000.0,Desktop,Tuesday,No Z555QY66,Visa,Online Shopping,49032.0,2022-09-20 11:51:31,Kolkata,East,58.0,Male,69729.0,34017.11,50000.0,Mobile,Tuesday,Yes A853GY47,RuPay,Transportation,82866.0,2022-09-20 15:55:04,Lucknow,North,35.0,Male,128279.0,36770.6,100000.0,Mobile,Tuesday,No R481VQ53,Mastercard,Retail,51715.0,2022-09-21 00:45:23,Kochi,South,54.0,Male,136174.0,45593.75,150000.0,Unknown,Wednesday,Yes N209SG58,RuPay,Entertainment,43681.0,2022-09-21 01:53:12,Lucknow,North,73.0,Female,44511.0,30571.71,50000.0,Point-of-Sale Terminal,Wednesday,No T713BV60,Visa,Online Shopping,59078.0,2022-09-21 09:13:08,Kolkata,East,,Female,189063.0,65023.66,150000.0,Mobile,Wednesday,Yes I398JD41,Visa,Retail,116179.0,2022-09-21 19:00:47,Bengaluru,South,52.0,Female,181971.0,109057.44,200000.0,Contactless Payment Device,Wednesday,No B453UN90,RuPay,Dining,131341.0,2022-09-21 23:24:36,Jaipur,North,33.0,Female,185308.0,87525.68,150000.0,Unknown,Wednesday,Yes T558UT34,Visa,Dining,45945.0,2022-09-22 01:09:58,Surat,West,47.0,Female,74404.0,42855.62,50000.0,Point-of-Sale Terminal,Thursday,Yes J398SS26,American Express,Utility bill,107056.0,2022-09-22 18:38:36,Delhi,North,,Male,181960.0,102488.18,150000.0,Desktop,Thursday,No I616TD81,Visa,Retail,55323.0,2022-09-22 19:04:18,Jaipur,North,61.0,Male,98566.0,24838.44,100000.0,Mobile,Thursday,No G963KK89,Mastercard,Education,178320.0,2022-09-23 13:33:43,Bengaluru,South,43.0,Male,218728.0,181463.75,200000.0,Mobile,Friday,No A175ZL81,Mastercard,Retail,89792.0,2022-09-23 15:11:04,Pune,West,59.0,,169385.0,110399.56,150000.0,Point-of-Sale Terminal,Friday,No N909JX83,Mastercard,Education,112629.0,2022-09-24 19:31:08,Chennai,South,69.0,Male,224580.0,65140.13,200000.0,Point-of-Sale Terminal,Saturday,No E718PN92,American Express,Transportation,95453.0,2022-09-25 01:55:54,Delhi,North,62.0,Male,83224.0,73529.37,100000.0,Unknown,Sunday,No S965IS78,Visa,Dining,38638.0,2022-09-25 18:41:18,Bengaluru,South,,Female,135738.0,22258.88,100000.0,Contactless Payment Device,Sunday,Yes U826RZ56,RuPay,Retail,89324.0,2022-09-25 19:12:43,Jaipur,North,27.0,Male,174497.0,57052.46,200000.0,Point-of-Sale Terminal,Sunday,Yes I902UL22,Visa,Online Shopping,35534.0,2022-09-25 19:37:00,Pune,West,57.0,Male,64836.0,30284.24,,Unknown,Sunday,No P814WU91,Mastercard,Retail,67017.0,2022-09-26 02:25:54,Mumbai,West,,Male,219991.0,57599.99,200000.0,Unknown,Monday,No H144CE33,Mastercard,Dining,47015.0,2022-09-26 18:02:47,Chennai,South,51.0,Female,96958.0,47305.96,100000.0,Desktop,Monday,No U960GT81,Mastercard,Education,109204.0,2022-09-26 19:30:06,Pune,West,71.0,Female,152852.0,139542.51,150000.0,Mobile,Monday,No O445LC30,Visa,Retail,59833.0,2022-09-26 23:29:53,Jaipur,North,24.0,Female,140210.0,49682.3,100000.0,Mobile,Monday,Yes M645YN65,Visa,Entertainment,94868.0,2022-09-27 06:16:29,Ahmedabad,West,63.0,Male,190820.0,43283.21,150000.0,Desktop,Tuesday,No D705MR85,RuPay,Education,71092.0,2022-09-27 14:17:57,Lucknow,North,40.0,Female,138487.0,75844.81,100000.0,Point-of-Sale Terminal,Tuesday,Yes D617OR78,Mastercard,Entertainment,31281.0,2022-09-27 21:03:30,Surat,West,49.0,Male,40521.0,34427.23,50000.0,Desktop,Tuesday,Yes Z157CQ84,RuPay,Online Shopping,34656.0,2022-09-28 09:35:15,Bengaluru,South,52.0,Male,56528.0,17058.36,50000.0,Contactless Payment Device,Wednesday,Yes D220AZ14,Visa,Education,96190.0,2022-09-29 06:22:40,Jaipur,North,18.0,Female,147317.0,42059.77,200000.0,Contactless Payment Device,Thursday,Yes F388VI48,Mastercard,Retail,92722.0,2022-09-29 06:48:09,Chennai,South,38.0,Male,149398.0,91881.93,200000.0,Unknown,Thursday,Yes Y984VP56,Visa,Education,25392.0,2022-09-29 09:44:59,Chennai,South,63.0,Male,,29717.3,100000.0,Mobile,Thursday,No U822YU11,Visa,Online Shopping,142391.0,2022-09-29 13:17:49,Lucknow,North,38.0,Female,144430.0,132358.14,150000.0,Contactless Payment Device,Thursday,Yes N624VJ57,RuPay,Utility bill,31387.0,2022-09-29 14:02:19,Surat,West,24.0,Female,146827.0,31394.07,100000.0,Unknown,Thursday,No A332PH21,Mastercard,Retail,98686.0,2022-09-29 18:57:07,Bengaluru,South,35.0,Female,240061.0,130409.38,200000.0,Contactless Payment Device,Thursday,Yes T368TT91,Visa,Online Shopping,88524.0,2022-09-30 09:33:40,Ahmedabad,West,59.0,Male,146411.0,79351.61,100000.0,Mobile,Friday,Yes Y527YW68,Visa,Online Shopping,47757.0,2022-09-30 09:50:26,Bengaluru,South,45.0,Male,183353.0,35976.12,150000.0,Unknown,Friday,No G409JB42,,Healthcare,140256.0,2022-09-30 10:10:23,Patna,East,39.0,Female,116311.0,88104.24,150000.0,Contactless Payment Device,Friday,No W663FK96,RuPay,Online Shopping,92038.0,2022-09-30 13:17:45,Pune,West,77.0,Female,120577.0,71057.35,100000.0,Point-of-Sale Terminal,Friday,No H826CH63,Mastercard,Online Shopping,96949.0,2022-09-30 20:50:34,Kolkata,East,20.0,Male,,91392.2,150000.0,Contactless Payment Device,Friday,No F950CA52,Mastercard,Retail,139053.0,2022-10-01 03:45:24,Jaipur,North,24.0,Male,110902.0,84528.7,150000.0,Point-of-Sale Terminal,Saturday,No Z671NE31,Mastercard,Online Shopping,37453.0,2022-10-01 04:46:57,Patna,East,30.0,Male,211124.0,37486.89,150000.0,Contactless Payment Device,Saturday,No S766IX46,American Express,Education,37473.0,2022-10-02 15:01:45,Delhi,North,50.0,Male,201836.0,33393.63,200000.0,Mobile,Sunday,No K111KO54,Mastercard,Retail,84201.0,2022-10-02 21:42:12,Kolkata,East,29.0,Female,193169.0,109631.48,150000.0,Contactless Payment Device,Sunday,No M857UF85,Visa,Transportation,146835.0,2022-10-03 13:11:49,Ahmedabad,West,79.0,,221981.0,138496.39,150000.0,Point-of-Sale Terminal,Monday,No M795NC97,Mastercard,Online Shopping,66405.0,2022-10-03 15:14:40,Hyderabad,South,,Female,105415.0,59870.02,100000.0,Desktop,Monday,Yes P663PJ23,Mastercard,Entertainment,32282.0,2022-10-04 05:17:09,Kolkata,East,26.0,Male,150446.0,16914.36,200000.0,Desktop,Tuesday,No L646BS18,Visa,Retail,46094.0,2022-10-05 07:10:47,Patna,East,79.0,Female,97924.0,,100000.0,Point-of-Sale Terminal,Wednesday,Yes U750MJ49,RuPay,Utility bill,73847.0,2022-10-05 21:40:32,Pune,West,61.0,Male,160389.0,62977.73,200000.0,Mobile,Wednesday,Yes K683SX17,RuPay,Retail,55192.0,2022-10-06 00:05:40,Kochi,South,26.0,Female,,40499.16,200000.0,Contactless Payment Device,Thursday,Yes P380MZ76,Visa,Retail,45522.0,2022-10-06 09:30:25,Chennai,South,25.0,Male,80234.0,45382.03,100000.0,Unknown,Thursday,No L507DZ69,RuPay,Dining,27193.0,2022-10-06 10:22:41,Lucknow,North,23.0,Female,53930.0,33486.18,50000.0,Contactless Payment Device,Thursday,No Q638OE38,Mastercard,Utility bill,27755.0,2022-10-06 14:30:04,Pune,West,77.0,Female,190968.0,18172.3,150000.0,Desktop,Thursday,No R606BD90,RuPay,Online Shopping,97309.0,2022-10-07 03:10:59,Lucknow,North,46.0,Male,105717.0,115949.34,150000.0,,Friday,No X599DY65,Mastercard,Education,55036.0,2022-10-07 07:24:28,Pune,West,78.0,Female,102308.0,32809.21,100000.0,Desktop,Friday,Yes U229ZC56,Mastercard,Utility bill,97108.0,2022-10-07 08:09:25,Delhi,North,74.0,Male,141185.0,84826.17,150000.0,Point-of-Sale Terminal,Friday,No T976LE14,Visa,Online Shopping,189453.0,2022-10-07 15:44:24,Lucknow,North,78.0,Male,238975.0,179815.18,200000.0,Mobile,Friday,No R483FH65,Mastercard,Utility bill,87805.0,2022-10-08 08:52:37,Kolkata,East,45.0,Male,125818.0,97701.71,100000.0,Unknown,Saturday,No E904GX87,Mastercard,Dining,28611.0,2022-10-08 21:53:02,Lucknow,North,26.0,Female,71160.0,25534.72,50000.0,Point-of-Sale Terminal,Saturday,No Y533YF26,Mastercard,Retail,119341.0,2022-10-09 01:08:34,Kochi,South,42.0,Female,131026.0,129403.15,150000.0,Unknown,Sunday,Yes E584BG14,Mastercard,Dining,44530.0,2022-10-09 04:18:30,Patna,East,80.0,Male,45551.0,24911.93,50000.0,Mobile,Sunday,No X354LT64,Visa,Dining,55270.0,2022-10-09 04:29:31,Pune,West,50.0,Male,134817.0,38150.4,100000.0,Mobile,Sunday,No E593CZ60,Visa,Healthcare,48013.0,2022-10-09 16:09:09,Jaipur,North,43.0,Female,76885.0,47205.78,100000.0,Unknown,Sunday,No U662JB11,Visa,Dining,54045.0,2022-10-09 17:23:58,Mumbai,West,35.0,Female,94432.0,,100000.0,Contactless Payment Device,Sunday,No Z931II10,Visa,Entertainment,116288.0,2022-10-09 19:01:09,Ahmedabad,West,62.0,Male,239301.0,97631.1,200000.0,Contactless Payment Device,Sunday,No M591CU10,RuPay,Online Shopping,111120.0,2022-10-09 21:05:09,Patna,East,74.0,Female,206600.0,85381.78,200000.0,Unknown,Sunday,No S560EK56,Mastercard,Healthcare,131061.0,2022-10-09 22:38:23,Patna,East,33.0,Male,268089.0,105414.57,200000.0,Mobile,Sunday,No A263GL67,RuPay,Healthcare,35108.0,2022-10-10 01:53:07,Hyderabad,South,34.0,Female,110880.0,40824.76,100000.0,Desktop,Monday,No R974HD14,Mastercard,Dining,37665.0,2022-10-10 08:20:30,Patna,East,77.0,Male,73938.0,39167.7,50000.0,Mobile,Monday,Yes H167LZ25,Mastercard,Online Shopping,68575.0,2022-10-10 15:16:27,Kochi,South,29.0,Male,108710.0,40090.9,100000.0,Unknown,Monday,No W825GJ28,Mastercard,Healthcare,31980.0,2022-10-11 12:54:52,Hyderabad,South,32.0,Male,46101.0,38574.14,50000.0,Point-of-Sale Terminal,Tuesday,Yes H566GM72,RuPay,Utility bill,104665.0,2022-10-11 14:26:17,Kochi,South,19.0,Male,119200.0,54790.27,150000.0,Unknown,Tuesday,No E443WG69,Mastercard,Transportation,40755.0,2022-10-11 17:27:05,Patna,East,46.0,Female,44512.0,46104.95,50000.0,Point-of-Sale Terminal,Tuesday,No T337HO22,American Express,Education,36892.0,2022-10-12 00:00:46,Surat,West,62.0,Male,,27760.78,50000.0,Contactless Payment Device,Wednesday,No M456ND64,RuPay,Online Shopping,46310.0,2022-10-12 04:21:19,Chennai,South,62.0,Male,58502.0,24097.15,50000.0,Mobile,Wednesday,No W238IC88,Visa,Online Shopping,44390.0,2022-10-12 16:08:01,Hyderabad,South,34.0,Male,39007.0,48702.25,50000.0,Contactless Payment Device,Wednesday,No P807TD20,Mastercard,Healthcare,196011.0,2022-10-12 22:16:30,Chennai,South,44.0,Female,208879.0,87221.2,200000.0,Mobile,Wednesday,No M944CG67,Mastercard,Transportation,99237.0,2022-10-12 22:16:47,Ahmedabad,West,43.0,Male,153634.0,110541.54,150000.0,Contactless Payment Device,Wednesday,No M665JS96,Visa,Healthcare,44083.0,2022-10-13 09:08:06,Delhi,North,48.0,Female,59195.0,48096.79,50000.0,Desktop,Thursday,Yes R227LN90,Mastercard,Retail,41498.0,2022-10-13 10:02:08,Mumbai,West,31.0,Female,35425.0,41221.58,50000.0,Desktop,Thursday,No C981UG57,Visa,Healthcare,43683.0,2022-10-13 13:29:53,Kolkata,East,41.0,Female,74474.0,49279.16,50000.0,Contactless Payment Device,Thursday,No C746LE59,RuPay,Education,45478.0,2022-10-13 16:33:55,Bengaluru,South,59.0,Female,66244.0,29825.78,50000.0,Mobile,Thursday,No E326JG74,Mastercard,Retail,44112.0,2022-10-14 15:52:21,Delhi,North,24.0,Male,38114.0,45233.92,50000.0,Mobile,Friday,No W698SG19,Mastercard,Dining,43782.0,2022-10-14 20:10:45,Delhi,North,40.0,Female,182963.0,33132.85,150000.0,Mobile,Friday,No B161KJ69,American Express,Online Shopping,30671.0,2022-10-15 10:01:50,Ahmedabad,West,25.0,Male,72742.0,40682.15,50000.0,Unknown,Saturday,No T282CV68,RuPay,Online Shopping,79941.0,2022-10-16 01:13:28,Surat,West,33.0,Female,142487.0,83016.96,150000.0,Desktop,Sunday,No U504OI97,RuPay,Online Shopping,65850.0,2022-10-16 04:05:55,Jaipur,North,70.0,Male,95511.0,72672.55,100000.0,Point-of-Sale Terminal,Sunday,Yes E446PT67,RuPay,Healthcare,68355.0,2022-10-16 05:12:02,Kochi,South,29.0,,192445.0,34466.29,150000.0,Point-of-Sale Terminal,Sunday,No R255OQ42,RuPay,Dining,51654.0,2022-10-16 07:52:08,Patna,East,26.0,Female,169320.0,57834.6,200000.0,Point-of-Sale Terminal,Sunday,No D976QB53,Visa,Retail,104314.0,2022-10-16 17:45:44,Delhi,North,79.0,Male,298345.0,,200000.0,Contactless Payment Device,Sunday,No J445UV69,Visa,Dining,186973.0,2022-10-16 18:01:34,Lucknow,North,40.0,Female,142334.0,86427.14,200000.0,Mobile,Sunday,Yes W645FT36,Visa,Dining,65459.0,2022-10-16 19:17:01,Jaipur,North,46.0,Female,195591.0,67943.41,200000.0,Unknown,Sunday,No Y959IQ19,Visa,Education,32210.0,2022-10-17 08:04:56,Jaipur,North,76.0,Male,44913.0,39947.9,50000.0,Unknown,Monday,No A957DN74,RuPay,Healthcare,80316.0,2022-10-17 16:42:56,Patna,East,34.0,Female,100911.0,42820.07,100000.0,Mobile,Monday,No X877HJ95,Visa,Online Shopping,76880.0,2022-10-17 22:14:19,Delhi,North,72.0,Male,137902.0,45519.65,100000.0,Unknown,Monday,Yes V129AU48,Mastercard,Utility bill,27539.0,2022-10-18 03:50:13,Surat,West,74.0,Male,92669.0,32708.43,100000.0,Desktop,Tuesday,No W237PQ88,Visa,Dining,53370.0,2022-10-18 07:31:57,Bengaluru,South,51.0,Female,168356.0,69890.01,150000.0,Unknown,Tuesday,No U741JQ97,Visa,Online Shopping,36580.0,2022-10-19 06:43:31,Bengaluru,South,33.0,Female,45033.0,,50000.0,Mobile,Wednesday,No T565XA70,Mastercard,Online Shopping,38986.0,2022-10-19 14:02:05,Kochi,South,63.0,Male,51160.0,28055.03,50000.0,Unknown,Wednesday,Yes S420WS91,RuPay,Online Shopping,122225.0,2022-10-20 03:41:54,Delhi,North,58.0,Male,238631.0,146615.9,200000.0,Unknown,Thursday,Yes I528EQ55,Mastercard,Education,30839.0,2022-10-20 19:35:31,Kolkata,East,65.0,Female,114938.0,33816.17,100000.0,Desktop,Thursday,Yes B586NA55,Mastercard,Utility bill,74696.0,2022-10-21 02:19:19,Kolkata,East,68.0,Male,92289.0,57981.85,100000.0,Unknown,Friday,No K487OR81,American Express,Healthcare,46120.0,2022-10-21 03:44:59,Mumbai,West,26.0,Male,129643.0,34449.75,100000.0,Contactless Payment Device,Friday,No I329DN40,RuPay,Dining,167559.0,2022-10-22 00:17:31,Surat,West,78.0,Female,246522.0,196267.05,200000.0,Point-of-Sale Terminal,Saturday,No Q411BP12,Visa,Retail,92691.0,2022-10-22 05:53:07,Kolkata,East,63.0,Male,132942.0,77006.26,100000.0,Contactless Payment Device,Saturday,Yes Y971GR54,RuPay,Retail,36156.0,2022-10-22 06:06:21,Mumbai,West,77.0,Female,53941.0,15848.95,50000.0,Point-of-Sale Terminal,Saturday,No G123WQ20,Visa,Education,64846.0,2022-10-22 09:00:40,Surat,West,41.0,Female,137596.0,79776.8,150000.0,Contactless Payment Device,Saturday,Yes G563PE54,Mastercard,Education,40421.0,2022-10-22 17:14:06,Bengaluru,South,35.0,Male,40486.0,47383.09,50000.0,Mobile,Saturday,No K867XY15,Mastercard,Dining,34709.0,2022-10-22 19:45:46,Hyderabad,South,76.0,Male,37150.0,41543.3,50000.0,Desktop,Saturday,Yes W243US51,RuPay,Healthcare,40413.0,2022-10-22 21:56:40,Surat,West,46.0,Male,142446.0,28707.08,100000.0,Desktop,Saturday,Yes I897RV61,RuPay,Utility bill,53656.0,2022-10-23 09:09:06,Jaipur,North,67.0,Female,228538.0,67290.69,200000.0,Desktop,Sunday,No N536AI40,Mastercard,Education,77434.0,2022-10-23 14:38:03,Kochi,South,33.0,Female,253214.0,33610.18,200000.0,Unknown,Sunday,Yes I257PB30,RuPay,Online Shopping,83413.0,2022-10-23 21:22:09,Patna,East,35.0,Male,238591.0,90075.6,200000.0,Contactless Payment Device,Sunday,No L999RA14,RuPay,Retail,80311.0,2022-10-23 22:20:02,Delhi,North,30.0,Male,205867.0,39310.08,200000.0,Desktop,Sunday,No J979KR19,RuPay,Education,56619.0,2022-10-24 01:08:17,Mumbai,West,71.0,Female,202017.0,77492.05,200000.0,Unknown,Monday,Yes U314XU86,Mastercard,Transportation,128427.0,2022-10-25 08:00:02,Bengaluru,South,40.0,Female,185404.0,78298.04,150000.0,Unknown,Tuesday,No Y115KC95,Mastercard,Healthcare,142495.0,2022-10-25 08:03:30,Lucknow,North,18.0,Male,131248.0,120122.08,150000.0,Contactless Payment Device,Tuesday,No K640IW54,Visa,Retail,49023.0,2022-10-25 10:32:51,Patna,East,61.0,Male,61364.0,28203.42,50000.0,Desktop,Tuesday,Yes Y866YW81,Mastercard,Education,46398.0,2022-10-25 11:56:46,Pune,West,59.0,Male,55644.0,20870.39,50000.0,Contactless Payment Device,Tuesday,Yes M228CO72,Visa,Online Shopping,41297.0,2022-10-25 14:16:22,Ahmedabad,West,75.0,Female,39534.0,29443.24,50000.0,Desktop,Tuesday,No A296MU13,Mastercard,Healthcare,77434.0,2022-10-26 02:02:09,Jaipur,North,41.0,Male,124988.0,91518.68,150000.0,Desktop,Wednesday,Yes R883EP81,RuPay,Education,70056.0,2022-10-26 08:55:04,Bengaluru,South,77.0,Female,91320.0,84856.23,100000.0,Mobile,Wednesday,No T726KC64,Mastercard,Healthcare,150918.0,2022-10-26 10:02:00,Chennai,South,49.0,Male,214332.0,129941.88,200000.0,Unknown,Wednesday,No X849CT57,Visa,Online Shopping,174360.0,2022-10-26 14:13:10,Ahmedabad,West,38.0,Male,151251.0,182945.96,200000.0,Mobile,Wednesday,No F681WE64,American Express,Healthcare,30635.0,2022-10-27 09:05:46,Chennai,South,45.0,Female,72372.0,35480.95,50000.0,Unknown,Thursday,No L159BB14,Mastercard,Online Shopping,80036.0,2022-10-27 17:40:04,Bengaluru,South,61.0,Female,74516.0,80286.53,100000.0,Mobile,Thursday,Yes J143NT26,Visa,Healthcare,35550.0,2022-10-27 20:04:10,Jaipur,North,,Male,39024.0,47712.48,50000.0,Mobile,Thursday,No V564CJ12,American Express,Utility bill,82505.0,2022-10-28 05:48:16,Patna,East,24.0,Male,194782.0,37799.92,150000.0,Mobile,Friday,No O120YP87,Visa,Online Shopping,45141.0,2022-10-28 12:53:12,Pune,West,71.0,Female,254289.0,59052.22,200000.0,Desktop,Friday,No Y988YQ49,Visa,Entertainment,26023.0,2022-10-28 23:25:15,Kochi,South,72.0,Female,85437.0,21304.82,100000.0,Contactless Payment Device,Friday,Yes K923FW28,RuPay,Online Shopping,59675.0,2022-10-29 02:57:18,Bengaluru,South,75.0,Male,109173.0,31292.55,150000.0,Desktop,Saturday,No E272EW77,Visa,Healthcare,91030.0,2022-10-29 13:30:51,Hyderabad,South,50.0,Male,207190.0,78329.57,150000.0,Unknown,Saturday,No Z200KL78,Mastercard,Healthcare,167690.0,2022-10-30 00:43:42,Lucknow,North,53.0,Male,242127.0,117545.04,200000.0,Mobile,Sunday,Yes O573JG54,RuPay,Retail,107253.0,2022-10-30 05:48:52,Surat,West,80.0,Female,206759.0,57424.17,200000.0,Desktop,Sunday,No U579RB91,RuPay,Online Shopping,27230.0,2022-10-30 20:21:22,Hyderabad,South,37.0,Male,63680.0,35473.73,50000.0,Desktop,Sunday,No R133JQ31,RuPay,Online Shopping,44810.0,2022-10-31 02:37:47,Jaipur,North,63.0,Female,44261.0,,50000.0,Unknown,Monday,No D423FY74,RuPay,Retail,62276.0,2022-10-31 18:17:59,Pune,West,20.0,Male,194615.0,47983.12,200000.0,Point-of-Sale Terminal,Monday,No R134HE78,Visa,Retail,47426.0,2022-10-31 18:46:26,Mumbai,West,38.0,Male,38851.0,36788.62,50000.0,Unknown,Monday,Yes D416PW72,Visa,Retail,36963.0,2022-10-31 18:53:33,Kochi,South,40.0,Female,39808.0,32552.74,50000.0,Desktop,Monday,No S643SB13,Visa,Transportation,86698.0,2022-11-01 17:55:27,Bengaluru,South,24.0,Female,84707.0,45866.22,100000.0,Unknown,Tuesday,No Y308NF45,RuPay,Healthcare,32697.0,2022-11-01 18:40:40,Kolkata,East,49.0,Male,288118.0,32082.15,200000.0,Point-of-Sale Terminal,Tuesday,Yes U698VG83,Visa,Retail,81734.0,2022-11-02 03:31:20,Surat,West,50.0,Female,,33651.78,100000.0,Contactless Payment Device,Wednesday,No L779UI92,Visa,Online Shopping,79501.0,2022-11-02 04:45:21,Bengaluru,South,37.0,Male,231822.0,51560.34,200000.0,Unknown,Wednesday,No B434JE93,Visa,Online Shopping,33026.0,2022-11-02 17:48:57,Jaipur,North,79.0,Female,103665.0,25734.74,100000.0,Mobile,Wednesday,No G120QN11,Mastercard,Transportation,27302.0,2022-11-03 03:18:26,Kochi,South,71.0,Male,105361.0,30763.36,150000.0,Contactless Payment Device,Thursday,No O162UP91,Mastercard,Retail,49565.0,2022-11-03 06:54:50,Ahmedabad,West,57.0,Male,45136.0,42842.59,50000.0,Mobile,Thursday,No X248PW99,Mastercard,Healthcare,27411.0,2022-11-03 14:49:20,Jaipur,North,39.0,Male,37924.0,26920.23,50000.0,Desktop,Thursday,No W250FU77,Visa,Healthcare,41855.0,2022-11-04 13:45:22,Surat,West,75.0,Female,50920.0,29479.29,50000.0,Point-of-Sale Terminal,Friday,No R546FD64,RuPay,Online Shopping,76574.0,2022-11-05 00:13:27,Hyderabad,South,56.0,Male,125309.0,75297.73,100000.0,Contactless Payment Device,Saturday,No S481ZD23,American Express,Entertainment,40130.0,2022-11-05 03:12:04,Patna,East,77.0,Male,60826.0,37367.23,50000.0,Mobile,Saturday,Yes V688UJ59,Visa,Entertainment,95908.0,2022-11-05 04:12:15,Chennai,South,55.0,Female,167785.0,76302.29,200000.0,Point-of-Sale Terminal,Saturday,No B800HW19,Visa,Dining,47886.0,2022-11-05 17:36:13,Kolkata,East,40.0,Female,59107.0,19970.36,50000.0,Desktop,Saturday,No D232LV38,RuPay,Dining,116588.0,2022-11-05 21:01:21,Surat,West,30.0,Female,227298.0,134698.41,200000.0,Desktop,Saturday,No X963JA58,American Express,Online Shopping,50412.0,2022-11-05 21:44:29,Bengaluru,South,,Male,164630.0,23426.47,150000.0,Mobile,Saturday,Yes V291QF25,Mastercard,Healthcare,82560.0,2022-11-06 06:23:56,Ahmedabad,West,21.0,Male,87011.0,52042.03,100000.0,Desktop,Sunday,No S823ET50,Mastercard,Online Shopping,92891.0,2022-11-06 11:22:15,Ahmedabad,West,24.0,Female,130064.0,76680.72,100000.0,Desktop,Sunday,No F942SZ18,Visa,Online Shopping,61748.0,2022-11-06 15:16:26,Delhi,North,29.0,Female,146133.0,25176.53,100000.0,Contactless Payment Device,Sunday,Yes C127KX77,Mastercard,Transportation,115051.0,2022-11-06 21:02:07,Jaipur,North,78.0,Female,200869.0,134827.36,150000.0,Desktop,Sunday,No C740JA76,Mastercard,Dining,36368.0,2022-11-07 09:30:34,Kochi,South,35.0,Female,65679.0,47628.42,50000.0,Point-of-Sale Terminal,Monday,Yes G863XB18,Visa,Retail,125020.0,2022-11-07 22:26:10,Chennai,South,44.0,Female,171846.0,74078.09,150000.0,Mobile,Monday,Yes R496XT20,RuPay,Utility bill,30552.0,2022-11-08 04:47:31,Chennai,South,79.0,Male,48780.0,37349.66,50000.0,Mobile,Tuesday,Yes S849AI45,Visa,Education,29009.0,2022-11-08 12:49:52,Surat,West,48.0,Male,36821.0,36330.14,50000.0,Mobile,Tuesday,Yes G580TP76,American Express,Online Shopping,95320.0,2022-11-08 12:55:03,Kolkata,East,76.0,Female,234488.0,113934.84,200000.0,Unknown,Tuesday,No X107MF52,Mastercard,Retail,61449.0,2022-11-09 00:15:37,Kochi,South,49.0,Female,123631.0,84199.74,100000.0,Contactless Payment Device,Wednesday,Yes W452MY80,Mastercard,Online Shopping,48116.0,2022-11-09 10:37:59,Mumbai,West,65.0,Male,63855.0,26477.83,50000.0,Desktop,Wednesday,No L483BT23,Mastercard,Online Shopping,40150.0,2022-11-09 12:32:47,Kochi,South,41.0,Male,70115.0,39204.86,50000.0,Mobile,Wednesday,No Q453PV61,Visa,Online Shopping,42340.0,2022-11-09 16:26:26,Pune,West,68.0,Female,127522.0,46987.55,150000.0,Mobile,Wednesday,Yes A406FJ78,American Express,Transportation,30935.0,2022-11-09 17:09:08,Lucknow,North,75.0,Male,37770.0,28044.12,50000.0,Contactless Payment Device,Wednesday,No G545VM62,American Express,Healthcare,37020.0,2022-11-10 03:00:30,Pune,West,20.0,Male,140896.0,36970.77,150000.0,Desktop,Thursday,No E702EG63,RuPay,Entertainment,102606.0,2022-11-10 04:49:04,Surat,West,46.0,Male,211438.0,79397.35,150000.0,Point-of-Sale Terminal,Thursday,Yes E887UN46,RuPay,,26565.0,2022-11-10 08:53:07,Patna,East,18.0,Female,74227.0,29541.06,50000.0,Mobile,Thursday,No V381TZ14,Visa,Entertainment,68453.0,2022-11-10 11:27:11,Pune,West,44.0,Male,110364.0,75418.71,150000.0,Unknown,Thursday,Yes E602QE21,Visa,Utility bill,51885.0,2022-11-10 21:26:59,Bengaluru,South,25.0,Female,149852.0,51852.6,100000.0,Desktop,Thursday,No N858NE20,Visa,Healthcare,112905.0,2022-11-11 00:34:36,Ahmedabad,West,42.0,Female,201490.0,65876.03,150000.0,Mobile,Friday,No F945TD84,Visa,Healthcare,48685.0,2022-11-11 06:29:04,Kolkata,East,78.0,Male,50620.0,24017.79,50000.0,Point-of-Sale Terminal,Friday,No F230RE67,Mastercard,Online Shopping,38867.0,2022-11-11 19:32:56,Ahmedabad,West,41.0,Male,37227.0,19112.92,50000.0,Unknown,Friday,No S673DY13,Mastercard,Retail,110065.0,2022-11-12 01:28:54,Ahmedabad,West,69.0,Male,112303.0,,150000.0,Desktop,Saturday,Yes B564AW11,Visa,Online Shopping,67585.0,2022-11-12 03:49:50,Hyderabad,South,59.0,Male,88408.0,58347.88,100000.0,Mobile,Saturday,No G269CL58,Mastercard,Healthcare,55110.0,2022-11-12 07:51:53,Pune,West,44.0,Female,232424.0,40979.27,200000.0,Mobile,Saturday,Yes S706BI78,Mastercard,Retail,71627.0,2022-11-12 13:22:23,Kolkata,East,38.0,Male,119334.0,93796.8,100000.0,Unknown,Saturday,Yes I741LB52,RuPay,Utility bill,44074.0,2022-11-12 14:53:58,Delhi,North,69.0,Female,53032.0,33337.29,50000.0,Mobile,Saturday,No S785OI16,Visa,Entertainment,35378.0,2022-11-12 18:35:19,Mumbai,West,46.0,Female,145113.0,18157.85,100000.0,Unknown,Saturday,Yes B769SK87,Visa,Online Shopping,41668.0,2022-11-12 20:11:43,Kochi,South,75.0,Female,191312.0,46223.31,200000.0,Unknown,Saturday,No U915YJ80,Visa,Transportation,33366.0,2022-11-13 06:11:41,Chennai,South,18.0,Male,65472.0,21512.53,50000.0,Contactless Payment Device,Sunday,No Y108CY30,Visa,Entertainment,89784.0,2022-11-13 07:28:28,Surat,West,80.0,Male,188067.0,84693.78,200000.0,Mobile,Sunday,Yes S819FA10,Mastercard,Dining,50035.0,2022-11-13 20:26:40,Mumbai,West,19.0,Male,181749.0,57721.47,150000.0,Contactless Payment Device,Sunday,No N606BT65,Visa,Online Shopping,46984.0,2022-11-14 01:15:16,Bengaluru,South,50.0,Male,43182.0,30326.45,50000.0,Mobile,Monday,No T425QS94,RuPay,Utility bill,34771.0,2022-11-14 01:59:41,Mumbai,West,52.0,Female,49849.0,34829.67,50000.0,Contactless Payment Device,Monday,No P317DT74,RuPay,Transportation,36480.0,2022-11-15 00:38:22,Surat,West,41.0,Male,73997.0,27806.09,50000.0,Desktop,Tuesday,No Z788CM59,American Express,Retail,32011.0,2022-11-15 03:22:24,Patna,East,80.0,,,19700.98,50000.0,Point-of-Sale Terminal,Tuesday,No B483CC58,Visa,Dining,84886.0,2022-11-15 11:05:34,Kochi,South,42.0,Female,115489.0,73193.4,100000.0,Unknown,Tuesday,No M655VZ73,RuPay,Retail,30618.0,2022-11-15 20:46:23,Delhi,North,51.0,Male,71920.0,28985.61,100000.0,Unknown,Tuesday,No K138WI87,Mastercard,Online Shopping,31625.0,2022-11-16 07:24:47,Kochi,South,27.0,Male,60999.0,32404.73,50000.0,Unknown,Wednesday,No E998DW84,RuPay,Online Shopping,37674.0,2022-11-16 10:10:59,Chennai,South,47.0,Female,59371.0,44616.78,50000.0,Unknown,Wednesday,No V514LV44,Visa,Dining,80975.0,2022-11-16 10:50:50,Hyderabad,South,70.0,Female,126886.0,51465.76,150000.0,Mobile,Wednesday,No K545BU10,Visa,Education,30036.0,2022-11-16 14:19:31,Delhi,North,53.0,Female,267635.0,23231.49,200000.0,Contactless Payment Device,Wednesday,No X139YG24,Mastercard,Retail,90768.0,2022-11-17 05:11:52,Surat,West,40.0,Female,280293.0,96175.41,200000.0,Contactless Payment Device,Thursday,No Q304YS13,Mastercard,Retail,49136.0,2022-11-17 08:57:39,Lucknow,North,43.0,Female,164425.0,26431.38,200000.0,Contactless Payment Device,Thursday,No I547JC10,Mastercard,Education,36329.0,2022-11-17 11:47:09,Hyderabad,South,35.0,Male,74722.0,34651.72,50000.0,Unknown,Thursday,Yes T378QX11,Mastercard,Dining,111437.0,2022-11-17 17:57:48,Kolkata,East,67.0,Female,220900.0,46292.62,150000.0,Point-of-Sale Terminal,Thursday,Yes K804QP40,RuPay,Retail,75013.0,2022-11-18 01:00:39,Lucknow,North,71.0,Male,103672.0,31660.45,100000.0,Contactless Payment Device,Friday,No U454WY23,Visa,Utility bill,98400.0,2022-11-18 17:32:23,Pune,West,57.0,Male,189704.0,75510.91,200000.0,Desktop,Friday,Yes J491JV49,Mastercard,Dining,41193.0,2022-11-18 18:06:14,Bengaluru,South,39.0,Male,124233.0,27492.29,150000.0,Point-of-Sale Terminal,Friday,No O227UD94,Visa,Education,149348.0,2022-11-18 21:29:20,Patna,East,53.0,Male,206436.0,66311.78,200000.0,Desktop,Friday,No V416PQ59,Visa,Dining,174115.0,2022-11-18 21:42:30,Patna,East,78.0,Male,143062.0,88056.1,200000.0,Desktop,Friday,Yes O195OD91,RuPay,Retail,91514.0,2022-11-19 08:55:43,Patna,East,47.0,Male,189967.0,122527.27,150000.0,Unknown,Saturday,No Q453ZU19,Visa,Dining,109085.0,2022-11-19 13:42:50,Pune,West,21.0,Male,270503.0,57086.2,200000.0,Contactless Payment Device,Saturday,No R308FR19,Visa,Online Shopping,29090.0,2022-11-20 01:11:28,Lucknow,North,,Male,,38040.47,50000.0,Mobile,Sunday,No M401IW61,RuPay,Online Shopping,33031.0,2022-11-20 01:16:45,Chennai,South,19.0,Female,60669.0,18965.88,50000.0,Point-of-Sale Terminal,Sunday,No C453EQ21,RuPay,Online Shopping,37686.0,2022-11-20 04:14:04,Lucknow,North,69.0,Female,67517.0,46228.9,50000.0,Point-of-Sale Terminal,Sunday,No A583TB16,Mastercard,Entertainment,85824.0,2022-11-20 08:52:16,Hyderabad,South,62.0,Male,139753.0,67289.68,150000.0,Contactless Payment Device,Sunday,Yes T879WD16,Mastercard,Entertainment,76257.0,2022-11-20 16:39:55,Hyderabad,South,49.0,,126889.0,65246.95,100000.0,Mobile,Sunday,No A930HL49,Mastercard,Healthcare,74233.0,2022-11-21 18:57:54,Mumbai,West,71.0,Female,113978.0,56745.52,100000.0,Contactless Payment Device,Monday,Yes L575YR63,Visa,Healthcare,28153.0,2022-11-22 08:00:33,Patna,East,,Male,49652.0,37257.87,50000.0,Desktop,Tuesday,No Q688ZB75,Visa,Education,33735.0,2022-11-22 09:23:14,Patna,East,32.0,Male,121855.0,15314.73,100000.0,Desktop,Tuesday,No J979ZB74,Mastercard,Healthcare,36467.0,2022-11-22 12:55:01,Chennai,South,,Male,160983.0,46996.72,150000.0,Unknown,Tuesday,No M590NI43,RuPay,Transportation,129541.0,2022-11-22 17:21:41,Bengaluru,South,67.0,Male,238331.0,107698.6,200000.0,Point-of-Sale Terminal,Tuesday,No J284QJ67,RuPay,Transportation,42371.0,2022-11-22 22:47:12,Surat,West,72.0,Female,133753.0,44059.05,150000.0,Unknown,Tuesday,No K218KK35,Visa,Dining,70436.0,2022-11-23 05:28:43,Kochi,South,69.0,Male,162490.0,36007.5,200000.0,Mobile,Wednesday,Yes V268LH38,Mastercard,Entertainment,73164.0,2022-11-23 07:14:55,Chennai,South,39.0,Male,77451.0,80730.04,100000.0,Contactless Payment Device,Wednesday,No U579FR41,Visa,Education,31024.0,2022-11-23 11:05:30,Bengaluru,South,57.0,Male,114531.0,28767.29,100000.0,Point-of-Sale Terminal,Wednesday,Yes R934OG99,RuPay,Utility bill,38727.0,2022-11-23 13:40:39,Kochi,South,49.0,Female,229385.0,32265.72,200000.0,,Wednesday,Yes R839RJ29,Visa,Entertainment,30014.0,2022-11-24 02:33:13,Kolkata,East,18.0,Female,52684.0,37873.59,50000.0,Desktop,Thursday,No X578PT81,Visa,Retail,128742.0,2022-11-26 09:52:16,Kochi,South,58.0,Female,168207.0,56549.1,200000.0,Point-of-Sale Terminal,Saturday,No G784HN39,Mastercard,Dining,45125.0,2022-11-26 11:55:28,Pune,West,59.0,Male,141359.0,20646.21,100000.0,Unknown,Saturday,No O719AZ24,Visa,Entertainment,31658.0,2022-11-26 16:52:16,Mumbai,West,45.0,Female,44637.0,16985.35,50000.0,Point-of-Sale Terminal,Saturday,No A840QA13,Mastercard,Transportation,62081.0,2022-11-26 21:38:37,Pune,West,53.0,Female,184322.0,40424.56,150000.0,Mobile,Saturday,No C586AN77,RuPay,Dining,104858.0,2022-11-26 22:34:25,Pune,West,79.0,Male,205364.0,93541.53,150000.0,Contactless Payment Device,Saturday,Yes E247JO92,Visa,Online Shopping,26496.0,2022-11-27 00:28:35,Kochi,South,56.0,Male,112203.0,22197.25,100000.0,Contactless Payment Device,Sunday,No V432JD17,RuPay,Transportation,52080.0,2022-11-27 07:53:39,Hyderabad,South,71.0,Female,96457.0,,100000.0,Point-of-Sale Terminal,Sunday,No A893HP54,Mastercard,Education,,2022-11-27 12:21:15,Jaipur,North,51.0,Male,237702.0,156024.68,200000.0,Mobile,Sunday,Yes N736GS36,Visa,Retail,150212.0,2022-11-28 03:52:44,Kolkata,East,41.0,Female,246802.0,94222.14,200000.0,Unknown,Monday,No M940RV96,Mastercard,Healthcare,49590.0,2022-11-28 04:33:26,Bengaluru,South,38.0,Female,35201.0,48699.54,50000.0,Mobile,Monday,No M189EN21,Visa,Online Shopping,33095.0,2022-11-28 06:20:44,Bengaluru,South,63.0,Male,92277.0,35508.41,100000.0,Point-of-Sale Terminal,Monday,No E225DC32,RuPay,Transportation,106271.0,2022-11-28 18:45:33,Ahmedabad,West,19.0,Male,193114.0,83865.31,150000.0,Point-of-Sale Terminal,Monday,Yes I650NJ61,RuPay,Retail,48461.0,2022-11-28 19:51:35,Kochi,South,48.0,Male,83448.0,33894.24,100000.0,Mobile,Monday,No F605HH78,American Express,Online Shopping,182990.0,2022-11-29 02:53:21,Chennai,South,27.0,Female,,190616.24,200000.0,Point-of-Sale Terminal,Tuesday,No A954WL35,Visa,Transportation,70906.0,2022-11-29 03:30:23,Jaipur,North,58.0,Male,112628.0,97797.94,100000.0,Contactless Payment Device,Tuesday,No Z187GJ25,Mastercard,Transportation,59024.0,2022-11-29 04:34:32,Patna,East,57.0,Female,128461.0,51824.15,150000.0,Unknown,Tuesday,No X646VR23,RuPay,Dining,57679.0,2022-11-29 06:42:13,Hyderabad,South,66.0,Male,119172.0,53846.43,100000.0,Contactless Payment Device,Tuesday,No P937XJ43,Visa,Transportation,29667.0,2022-11-29 07:30:54,Lucknow,North,80.0,Male,213829.0,34086.78,200000.0,Unknown,Tuesday,No H313DZ14,Mastercard,Healthcare,38849.0,2022-11-29 11:20:10,Ahmedabad,West,33.0,Male,72641.0,17071.29,50000.0,Mobile,Tuesday,Yes O864ED50,Mastercard,Healthcare,60732.0,2022-11-29 12:33:26,Hyderabad,South,19.0,Female,104980.0,67102.6,100000.0,Mobile,Tuesday,No D832HS72,American Express,Education,153526.0,2022-11-29 17:48:30,Hyderabad,South,48.0,Male,241781.0,70840.62,200000.0,Unknown,Tuesday,Yes X712ID89,Visa,Transportation,115093.0,2022-11-29 18:21:01,Pune,West,34.0,,142599.0,100253.54,150000.0,Point-of-Sale Terminal,Tuesday,No K598KN12,Visa,Retail,25217.0,2022-11-29 21:06:17,Patna,East,35.0,Female,57579.0,14011.88,50000.0,Mobile,Tuesday,No X385ME62,Visa,Transportation,83219.0,2022-11-29 21:26:57,Kochi,South,47.0,Female,193218.0,109551.2,200000.0,Desktop,Tuesday,Yes P812YK15,RuPay,Transportation,144451.0,2022-11-30 04:20:22,Bengaluru,South,18.0,Female,284654.0,92609.05,200000.0,Contactless Payment Device,Wednesday,No T902HJ47,RuPay,Retail,31288.0,2022-11-30 04:51:16,Lucknow,North,21.0,Female,41168.0,23244.7,50000.0,Point-of-Sale Terminal,Wednesday,No Q131AZ59,Visa,Healthcare,199513.0,2022-11-30 15:56:08,Kochi,South,70.0,Female,154472.0,190570.95,200000.0,Desktop,Wednesday,No U495EQ39,Mastercard,Retail,129627.0,2022-12-01 22:33:46,Pune,West,20.0,Male,182221.0,138363.68,150000.0,Unknown,Thursday,No T592WP13,Mastercard,Online Shopping,94626.0,2022-12-02 01:40:56,Lucknow,North,27.0,Male,126520.0,128889.96,150000.0,Mobile,Friday,Yes Y443QH73,Mastercard,Healthcare,39185.0,2022-12-02 02:57:44,Ahmedabad,West,60.0,Female,72458.0,17844.4,50000.0,Point-of-Sale Terminal,Friday,No I977EH47,Mastercard,Transportation,31820.0,2022-12-02 11:47:34,Patna,East,21.0,Female,112800.0,25225.65,100000.0,Point-of-Sale Terminal,Friday,No H745OF50,RuPay,Retail,178857.0,2022-12-02 17:39:27,Kochi,South,54.0,Female,228992.0,118476.37,200000.0,Contactless Payment Device,Friday,No H108VP64,RuPay,Retail,148730.0,2022-12-02 22:05:45,Pune,West,75.0,Male,107659.0,115137.35,150000.0,Unknown,Friday,No S777JC68,Mastercard,Education,62830.0,2022-12-02 23:35:25,Hyderabad,South,35.0,,135365.0,49903.24,100000.0,Point-of-Sale Terminal,Friday,No Z798LH23,Visa,Dining,48018.0,2022-12-03 01:44:30,Surat,West,32.0,Female,145108.0,62062.55,200000.0,Desktop,Saturday,No W694LZ85,Visa,Retail,31525.0,2022-12-03 02:43:57,Mumbai,West,44.0,Female,65029.0,36590.11,50000.0,Point-of-Sale Terminal,Saturday,No U194HK41,Mastercard,Healthcare,100224.0,2022-12-03 10:57:40,Delhi,North,68.0,Male,168612.0,105127.84,200000.0,Mobile,Saturday,No T400JT97,Mastercard,Dining,93915.0,2022-12-03 16:03:12,Kochi,South,59.0,Male,151136.0,111035.21,150000.0,Unknown,Saturday,No R511YZ58,Visa,Education,55134.0,2022-12-04 16:18:39,Kolkata,East,23.0,Male,84842.0,66760.84,100000.0,Desktop,Sunday,No K524YQ44,American Express,Utility bill,55354.0,2022-12-04 17:14:45,Kolkata,East,64.0,Male,219065.0,75796.37,150000.0,Mobile,Sunday,No Y463MR40,American Express,Utility bill,174801.0,2022-12-04 20:48:13,Ahmedabad,West,72.0,,257532.0,74240.6,200000.0,Unknown,Sunday,No Z407OR99,RuPay,Online Shopping,27475.0,2022-12-05 07:26:00,Kolkata,East,24.0,Male,72848.0,12193.43,50000.0,Contactless Payment Device,Monday,No C895UM24,Visa,Dining,42927.0,2022-12-05 23:21:37,Bengaluru,South,41.0,Female,55880.0,19913.64,50000.0,Unknown,Monday,No D532FG46,Visa,Retail,176855.0,2022-12-06 06:13:58,Delhi,North,57.0,Female,246695.0,89610.02,200000.0,Mobile,Tuesday,Yes B356GJ12,Mastercard,Utility bill,153801.0,2022-12-06 08:55:17,Bengaluru,South,62.0,Female,182180.0,85438.55,200000.0,Contactless Payment Device,Tuesday,No C963WC82,Visa,Education,83418.0,2022-12-07 00:04:20,Hyderabad,South,40.0,Female,119939.0,86922.69,100000.0,Contactless Payment Device,Wednesday,Yes Y712IO86,Mastercard,Online Shopping,99787.0,2022-12-07 09:42:14,Surat,West,56.0,Male,117855.0,107064.96,150000.0,Contactless Payment Device,Wednesday,No D412DR81,Mastercard,Entertainment,87402.0,2022-12-07 09:44:11,Chennai,South,26.0,Female,80023.0,84323.86,100000.0,Contactless Payment Device,Wednesday,Yes B957PH85,Visa,Entertainment,39684.0,2022-12-08 00:57:13,Ahmedabad,West,20.0,Female,164419.0,54059.99,200000.0,Unknown,Thursday,No N105UO57,Mastercard,Retail,149387.0,2022-12-08 01:30:52,Hyderabad,South,51.0,Female,182530.0,,200000.0,Desktop,Thursday,No Z635PN64,Mastercard,Healthcare,33520.0,2022-12-08 04:22:45,Lucknow,North,40.0,Male,131877.0,40368.82,100000.0,Mobile,Thursday,Yes F880YL34,Mastercard,Online Shopping,48658.0,2022-12-08 08:33:57,Kochi,South,33.0,Male,42551.0,46890.15,50000.0,Contactless Payment Device,Thursday,No U730EL52,Visa,Utility bill,67022.0,2022-12-08 20:04:31,Jaipur,North,26.0,Female,214028.0,62189.86,150000.0,Point-of-Sale Terminal,Thursday,Yes P499NB66,Visa,Utility bill,77879.0,2022-12-09 08:38:34,Lucknow,North,68.0,Female,94841.0,50880.42,100000.0,Unknown,Friday,Yes L510AV31,Visa,Entertainment,62448.0,2022-12-09 11:58:11,Bengaluru,South,21.0,Male,,46875.72,100000.0,Point-of-Sale Terminal,Friday,No R380BX75,RuPay,Entertainment,69638.0,2022-12-09 23:49:57,Kolkata,East,51.0,Female,96943.0,63668.41,100000.0,Unknown,Friday,No D127KJ19,Mastercard,Utility bill,29298.0,2022-12-10 03:32:59,Pune,West,75.0,Male,205356.0,,150000.0,Unknown,Saturday,No Q569DZ83,RuPay,Online Shopping,36035.0,2022-12-10 06:50:47,Kochi,South,49.0,Female,35368.0,42243.11,50000.0,Mobile,Saturday,Yes C562TH98,Visa,Transportation,168877.0,2022-12-10 07:47:19,Bengaluru,South,47.0,Female,222100.0,104051.06,200000.0,Unknown,Saturday,No P313WA26,Visa,Dining,61069.0,2022-12-10 08:48:54,Surat,West,40.0,Male,88663.0,84040.43,100000.0,Desktop,Saturday,Yes B939OC79,RuPay,Utility bill,139753.0,2022-12-10 12:37:58,Ahmedabad,West,20.0,Male,271074.0,151022.18,200000.0,Unknown,Saturday,Yes M336JN35,Mastercard,Retail,37016.0,2022-12-10 21:47:18,Patna,East,49.0,Male,116357.0,45972.42,100000.0,Desktop,Saturday,No Q774BS65,Visa,Utility bill,47091.0,2022-12-10 22:25:36,Kolkata,East,52.0,Female,76420.0,40121.58,100000.0,Unknown,Saturday,No M246GF69,Mastercard,Retail,38346.0,2022-12-11 06:34:45,Bengaluru,South,41.0,Male,145324.0,18265.57,100000.0,Point-of-Sale Terminal,Sunday,No S637GB58,Visa,Utility bill,34522.0,2022-12-11 07:00:49,Delhi,North,61.0,Female,,21945.19,50000.0,Desktop,Sunday,No N997XF46,Visa,Transportation,135472.0,2022-12-11 08:29:01,Jaipur,North,18.0,Male,213756.0,92477.65,150000.0,Point-of-Sale Terminal,Sunday,No H288RL80,Visa,Education,113018.0,2022-12-11 08:52:28,Hyderabad,South,63.0,Male,156565.0,65687.37,200000.0,Contactless Payment Device,Sunday,No L921EX80,RuPay,Utility bill,168588.0,2022-12-11 11:36:19,Lucknow,North,28.0,Female,276984.0,112283.21,200000.0,Mobile,Sunday,Yes Z206VR98,RuPay,Online Shopping,27134.0,2022-12-11 22:31:17,Bengaluru,South,74.0,Female,64662.0,32523.17,50000.0,Desktop,Sunday,No M953QA59,Visa,Transportation,47711.0,2022-12-11 23:57:03,Surat,West,30.0,Male,62413.0,36442.12,50000.0,Desktop,Sunday,No V674CO86,Visa,Online Shopping,40416.0,2022-12-12 11:34:35,Mumbai,West,42.0,Male,83783.0,47094.22,100000.0,Desktop,Monday,Yes F201UL70,RuPay,Online Shopping,32787.0,2022-12-12 20:16:31,Bengaluru,South,51.0,Female,185286.0,40382.22,200000.0,Mobile,Monday,No R791JK82,Visa,Education,74336.0,2022-12-13 08:10:44,Hyderabad,South,50.0,Male,265191.0,50115.39,200000.0,Point-of-Sale Terminal,Tuesday,Yes R611IF54,Visa,Retail,99772.0,2022-12-14 00:32:59,Bengaluru,South,,Male,113324.0,96313.47,150000.0,Desktop,Wednesday,Yes R652FG11,Mastercard,Online Shopping,35892.0,2022-12-14 02:25:20,Lucknow,North,54.0,Male,73889.0,45027.07,50000.0,Mobile,Wednesday,No R778KI88,Mastercard,Online Shopping,96923.0,2022-12-14 08:15:13,Ahmedabad,West,30.0,Female,,71247.36,100000.0,Point-of-Sale Terminal,Wednesday,No Q131WV82,American Express,Transportation,42708.0,2022-12-14 18:36:57,Bengaluru,South,20.0,Female,43729.0,19934.65,50000.0,Mobile,Wednesday,Yes M980OE98,Mastercard,Entertainment,103052.0,2022-12-15 08:33:10,Kolkata,East,75.0,Male,273076.0,105432.12,200000.0,Point-of-Sale Terminal,Thursday,No S502QG11,Mastercard,Utility bill,96266.0,2022-12-16 17:35:22,Kochi,South,18.0,Male,139677.0,89689.09,100000.0,Mobile,Friday,No K209PG31,Visa,Online Shopping,55796.0,2022-12-16 21:04:00,Bengaluru,South,34.0,Female,223127.0,33435.3,200000.0,Mobile,Friday,No Q956ZY56,Mastercard,Retail,30051.0,2022-12-17 00:46:08,Delhi,North,21.0,Male,117875.0,13847.81,150000.0,Point-of-Sale Terminal,Saturday,No D738YR80,RuPay,Utility bill,31389.0,2022-12-17 17:04:26,Chennai,South,25.0,Male,209599.0,24564.68,150000.0,Desktop,Saturday,No Q119CB87,Visa,Online Shopping,48111.0,2022-12-18 02:49:01,Lucknow,North,32.0,Female,42276.0,41114.63,50000.0,Point-of-Sale Terminal,Sunday,No N715KM88,Visa,Entertainment,35943.0,2022-12-18 06:03:19,Delhi,North,74.0,Female,43732.0,36493.34,50000.0,Desktop,Sunday,Yes D688PW66,Visa,Online Shopping,41734.0,2022-12-18 06:13:54,Kochi,South,40.0,Female,60410.0,49582.51,50000.0,Point-of-Sale Terminal,Sunday,Yes S674MI45,Visa,Online Shopping,73320.0,2022-12-18 07:39:12,Hyderabad,South,60.0,Female,120577.0,90778.61,150000.0,Desktop,Sunday,Yes B936CS33,Mastercard,Retail,117152.0,2022-12-18 17:52:06,Surat,West,58.0,Male,230640.0,61499.75,200000.0,Unknown,Sunday,No C844FM43,Mastercard,Healthcare,52559.0,2022-12-18 21:48:36,Jaipur,North,19.0,Female,164207.0,72900.55,150000.0,Desktop,Sunday,Yes C369TF62,Mastercard,Online Shopping,37614.0,2022-12-19 01:36:13,Kolkata,East,71.0,Female,90734.0,25188.13,100000.0,Contactless Payment Device,Monday,Yes M221BZ48,Mastercard,Utility bill,79016.0,2022-12-19 03:25:24,Patna,East,55.0,Female,295030.0,62702.03,200000.0,Unknown,Monday,No G557KL66,Visa,Healthcare,163166.0,2022-12-19 06:41:34,Kochi,South,74.0,Male,182105.0,190251.16,200000.0,Point-of-Sale Terminal,Monday,No X356FU55,Visa,Utility bill,89446.0,2022-12-19 21:47:33,Ahmedabad,West,20.0,Male,179605.0,45549.11,200000.0,Contactless Payment Device,Monday,Yes W477XB39,Mastercard,Entertainment,70974.0,2022-12-20 02:25:25,Kolkata,East,67.0,Female,139611.0,31277.56,100000.0,Contactless Payment Device,Tuesday,No V696SE97,American Express,Utility bill,34324.0,2022-12-20 12:47:02,Kochi,South,49.0,Male,90867.0,45777.47,100000.0,Contactless Payment Device,Tuesday,No F189AX31,Mastercard,Online Shopping,47730.0,2022-12-20 13:25:54,Hyderabad,South,75.0,Male,64113.0,31739.4,50000.0,Unknown,Tuesday,No H107MD77,Mastercard,Retail,109597.0,2022-12-20 19:09:26,Mumbai,West,51.0,Female,195470.0,143021.87,150000.0,Unknown,Tuesday,No Z932QC94,Visa,Retail,173469.0,2022-12-21 02:54:20,Hyderabad,South,25.0,Male,208885.0,168169.76,200000.0,Contactless Payment Device,Wednesday,No E880IA44,Visa,Education,192260.0,2022-12-21 06:28:50,Delhi,North,27.0,Female,258325.0,82777.44,200000.0,Unknown,Wednesday,No Q946DM94,American Express,Education,33629.0,2022-12-21 08:22:36,Mumbai,West,20.0,Male,69280.0,16609.97,50000.0,Mobile,Wednesday,No U886ZP91,Visa,Utility bill,48443.0,2022-12-21 13:39:31,Ahmedabad,West,67.0,Female,67592.0,43963.65,50000.0,Unknown,Wednesday,No E485VO56,Visa,Entertainment,160531.0,2022-12-21 15:15:07,Kochi,South,77.0,Male,256631.0,91378.77,200000.0,Unknown,Wednesday,No Y348UM80,Visa,Entertainment,39838.0,2022-12-21 17:48:56,Jaipur,North,25.0,Female,226765.0,42817.43,200000.0,Point-of-Sale Terminal,Wednesday,No U390CX19,RuPay,Transportation,39826.0,2022-12-21 19:05:56,Hyderabad,South,67.0,Female,70292.0,22436.24,50000.0,Mobile,Wednesday,No E372ZC96,RuPay,Retail,48690.0,2022-12-22 02:08:38,Delhi,North,76.0,Female,65617.0,35533.84,50000.0,Contactless Payment Device,Thursday,No R819HT50,RuPay,Dining,91266.0,2022-12-22 05:42:43,Kolkata,East,,Female,107243.0,71366.18,150000.0,Unknown,Thursday,Yes M148YK63,Mastercard,Online Shopping,59924.0,2022-12-22 09:38:29,Kochi,South,46.0,Male,177168.0,63717.2,150000.0,Mobile,Thursday,No Q394MP83,American Express,Transportation,63551.0,2022-12-22 15:17:53,Chennai,South,71.0,Male,154305.0,57130.53,150000.0,Unknown,Thursday,No V910MH44,RuPay,Healthcare,103183.0,2022-12-23 03:30:27,Kolkata,East,66.0,Male,,89910.38,200000.0,Unknown,Friday,Yes E733KJ33,Mastercard,Dining,36185.0,2022-12-23 13:05:03,Hyderabad,South,78.0,Female,54167.0,25398.86,50000.0,Unknown,Friday,No Z922LT60,Visa,Retail,31947.0,2022-12-24 08:05:12,Kolkata,East,75.0,Male,74880.0,34372.12,50000.0,Contactless Payment Device,Saturday,No Q137RC94,Visa,Healthcare,199462.0,2022-12-24 11:39:24,Delhi,North,22.0,Female,284529.0,180967.84,200000.0,Mobile,Saturday,No B443JN39,Visa,Retail,138005.0,2022-12-24 16:49:03,Chennai,South,33.0,Female,171480.0,129459.67,150000.0,Desktop,Saturday,No B198UA42,American Express,Entertainment,71814.0,2022-12-25 03:18:11,Hyderabad,South,56.0,Female,147945.0,72429.3,200000.0,Contactless Payment Device,Sunday,No W936UX64,Mastercard,Entertainment,44781.0,2022-12-25 04:13:26,Kochi,South,39.0,Male,208157.0,20243.06,150000.0,Contactless Payment Device,Sunday,No L285FL26,Visa,Healthcare,102355.0,2022-12-25 18:13:21,Surat,West,51.0,Female,278024.0,90155.59,200000.0,Unknown,Sunday,Yes N740KK56,Visa,Transportation,86379.0,2022-12-26 09:26:54,Jaipur,North,59.0,Male,164015.0,107212.64,150000.0,Mobile,Monday,No Q826IQ32,Visa,Online Shopping,29895.0,2022-12-26 14:46:12,Pune,West,29.0,Female,181559.0,15775.99,150000.0,Contactless Payment Device,Monday,No M477OE72,Visa,Education,44564.0,2022-12-26 20:44:03,Surat,West,43.0,Male,137803.0,51128.38,150000.0,Desktop,Monday,No M407FO53,Visa,Transportation,28902.0,2022-12-27 14:34:49,Surat,West,,Female,90096.0,24082.61,100000.0,Mobile,Tuesday,No D845TT17,Visa,Utility bill,34471.0,2022-12-27 15:53:16,Hyderabad,South,73.0,Female,133087.0,28861.94,100000.0,Contactless Payment Device,Tuesday,No Z260LC59,Visa,Online Shopping,85787.0,2022-12-28 14:37:26,Kolkata,East,37.0,Female,142219.0,,150000.0,Desktop,Wednesday,No N909TM56,RuPay,Dining,47305.0,2022-12-28 14:45:56,Pune,West,37.0,Male,106374.0,60817.33,100000.0,Unknown,Wednesday,No C221RB93,Mastercard,Retail,99853.0,2022-12-29 02:03:43,Bengaluru,South,61.0,Female,121755.0,69531.49,100000.0,Contactless Payment Device,Thursday,Yes N988TU18,Mastercard,Education,77892.0,2022-12-29 11:14:21,Surat,West,56.0,Male,120224.0,62113.65,150000.0,Contactless Payment Device,Thursday,Yes S211VE86,American Express,Dining,31142.0,2022-12-29 12:10:44,Bengaluru,South,62.0,Male,146862.0,30874.39,150000.0,Mobile,Thursday,Yes H728HQ12,Visa,Entertainment,44510.0,2022-12-29 14:55:33,Chennai,South,63.0,Male,53040.0,29386.34,50000.0,Unknown,Thursday,No U188AU96,Visa,Education,88372.0,2022-12-29 15:08:50,Delhi,North,65.0,Female,77089.0,54635.73,100000.0,Contactless Payment Device,Thursday,No G186BI65,RuPay,Healthcare,64498.0,2022-12-29 18:06:50,Hyderabad,South,53.0,Female,117376.0,28978.35,100000.0,Unknown,Thursday,Yes A946YV74,RuPay,Healthcare,78751.0,2022-12-29 20:43:46,Ahmedabad,West,21.0,Female,96948.0,57944.46,100000.0,Desktop,Thursday,No O545KY65,RuPay,Healthcare,48752.0,2022-12-30 01:17:49,Ahmedabad,West,21.0,Female,156693.0,26294.69,150000.0,Desktop,Friday,No E706UT18,Visa,Online Shopping,48221.0,2022-12-30 03:44:13,Surat,West,70.0,Female,140259.0,60771.14,200000.0,Mobile,Friday,No N960TL38,Mastercard,Utility bill,104019.0,2022-12-30 09:55:39,Delhi,North,76.0,Female,,78159.14,150000.0,Mobile,Friday,No W653TL43,Visa,Healthcare,66950.0,2022-12-30 18:29:37,Kochi,South,68.0,Male,138143.0,60787.16,100000.0,Desktop,Friday,No N238RA18,Visa,Online Shopping,88001.0,2022-12-31 07:50:54,Patna,East,,Female,118473.0,66988.74,100000.0,Point-of-Sale Terminal,Saturday,No Y977XK98,Mastercard,Transportation,80860.0,2022-12-31 18:15:36,Hyderabad,South,27.0,Female,72100.0,53981.54,100000.0,Unknown,Saturday,No T190WZ27,Visa,Transportation,72832.0,2022-12-31 22:01:01,Mumbai,West,39.0,Male,116308.0,50337.42,150000.0,Contactless Payment Device,Saturday,No F816UM94,American Express,Utility bill,146909.0,2022-12-31 23:20:37,Delhi,North,66.0,Male,215465.0,70413.85,150000.0,Unknown,Saturday,Yes N948LR48,Visa,Retail,51680.0,2023-01-01 02:53:25,Surat,West,34.0,Female,167185.0,51989.18,150000.0,Unknown,Sunday,Yes L515HB88,Mastercard,Utility bill,55639.0,2023-01-01 03:07:04,Chennai,South,48.0,Female,109766.0,48308.89,100000.0,Unknown,Sunday,No A493UT56,Mastercard,Retail,44718.0,2023-01-01 05:23:09,Kolkata,East,66.0,Male,114407.0,50910.7,150000.0,Desktop,Sunday,No Z605XZ96,Mastercard,Utility bill,45558.0,2023-01-01 09:20:36,Bengaluru,South,71.0,Male,35558.0,42966.87,50000.0,Contactless Payment Device,Sunday,No M727UM41,Visa,Dining,32612.0,2023-01-02 00:32:44,Patna,East,29.0,Female,70946.0,38967.54,100000.0,Contactless Payment Device,Monday,No J217IW51,Mastercard,Retail,87030.0,2023-01-02 04:09:27,Bengaluru,South,61.0,Female,74892.0,50181.97,100000.0,Contactless Payment Device,Monday,Yes G342FB72,Visa,Entertainment,190335.0,2023-01-02 04:37:19,Bengaluru,South,30.0,Female,217256.0,128293.71,200000.0,Unknown,Monday,Yes I473AQ16,Visa,Education,27604.0,2023-01-02 09:42:55,Jaipur,North,56.0,Female,70207.0,29001.3,100000.0,Unknown,Monday,No C190GU47,Mastercard,Healthcare,59435.0,2023-01-02 18:44:04,Chennai,South,34.0,Female,136748.0,56801.51,100000.0,Point-of-Sale Terminal,Monday,No X920MM70,Visa,Retail,124364.0,2023-01-02 22:50:24,Bengaluru,South,56.0,Female,219584.0,78215.79,200000.0,Point-of-Sale Terminal,Monday,Yes W641AU83,Visa,Utility bill,37974.0,2023-01-03 00:00:01,Patna,East,75.0,Male,266794.0,18927.56,200000.0,Point-of-Sale Terminal,Tuesday,Yes K306NN80,Visa,Healthcare,101887.0,2023-01-03 05:39:57,Ahmedabad,West,71.0,Male,217409.0,106335.52,150000.0,Point-of-Sale Terminal,Tuesday,No U150ZD96,Mastercard,Online Shopping,143115.0,2023-01-03 15:47:29,Kolkata,East,31.0,Male,152403.0,147281.6,150000.0,Unknown,Tuesday,No T785JA97,RuPay,Entertainment,99601.0,2023-01-03 19:30:22,Ahmedabad,West,41.0,Female,71194.0,88350.35,100000.0,Desktop,Tuesday,No R255NE93,Mastercard,Utility bill,41519.0,2023-01-03 21:09:21,Hyderabad,South,27.0,Male,197944.0,26257.86,200000.0,Mobile,Tuesday,No Y535DA73,Mastercard,Entertainment,33556.0,2023-01-03 21:54:11,Kochi,South,44.0,Female,47806.0,13489.89,50000.0,Mobile,Tuesday,No S442XV97,Visa,Utility bill,148981.0,2023-01-03 22:09:38,Jaipur,North,36.0,Female,124290.0,141084.39,150000.0,Mobile,Tuesday,No L860WW47,Mastercard,Transportation,137273.0,2023-01-04 03:00:33,Surat,West,70.0,Male,115943.0,135145.06,150000.0,Point-of-Sale Terminal,Wednesday,No X972EI42,Visa,Healthcare,31709.0,2023-01-04 22:58:04,Bengaluru,South,,Male,73737.0,18225.91,50000.0,Desktop,Wednesday,No E990YZ23,RuPay,Transportation,53767.0,2023-01-05 07:31:17,Chennai,South,57.0,Female,164102.0,45335.26,200000.0,Unknown,Thursday,No H510KR73,RuPay,Entertainment,32960.0,2023-01-05 13:33:59,Chennai,South,73.0,Male,38771.0,36769.24,50000.0,Mobile,Thursday,No F226QT89,RuPay,Education,121520.0,2023-01-05 17:20:21,Surat,West,58.0,Male,126487.0,53986.88,150000.0,Desktop,Thursday,No H258IF27,American Express,Retail,38729.0,2023-01-05 18:16:35,Mumbai,West,62.0,Male,58407.0,39377.84,50000.0,Contactless Payment Device,Thursday,No V496SW11,Visa,Online Shopping,112695.0,2023-01-06 06:42:16,Ahmedabad,West,67.0,Male,107693.0,126548.67,150000.0,Point-of-Sale Terminal,Friday,Yes Y593IV66,Mastercard,Dining,147790.0,2023-01-07 08:49:30,Bengaluru,South,49.0,Male,162064.0,196531.3,200000.0,Mobile,Saturday,No X115AX37,American Express,Healthcare,86762.0,2023-01-07 11:35:47,Surat,West,72.0,Male,98546.0,69040.41,100000.0,Point-of-Sale Terminal,Saturday,Yes B168JQ86,Mastercard,Online Shopping,91205.0,2023-01-07 18:30:56,Surat,West,69.0,Male,103734.0,38749.31,100000.0,Mobile,Saturday,No R385DC90,RuPay,Education,92359.0,2023-01-07 22:49:37,Mumbai,West,59.0,Female,102312.0,,100000.0,Mobile,Saturday,Yes W455HA32,Mastercard,Transportation,55999.0,2023-01-08 17:59:38,Ahmedabad,West,26.0,Female,223241.0,40341.64,150000.0,Unknown,Sunday,No O954KZ36,Mastercard,Retail,26645.0,2023-01-08 19:50:24,Chennai,South,18.0,Male,89256.0,15622.52,100000.0,Point-of-Sale Terminal,Sunday,No W318RF97,Visa,Entertainment,33110.0,2023-01-09 02:19:40,Bengaluru,South,,Male,52412.0,36859.53,50000.0,Point-of-Sale Terminal,Monday,No N826AI66,Mastercard,Utility bill,97944.0,2023-01-09 07:08:31,Lucknow,North,63.0,Female,74866.0,42490.23,100000.0,Mobile,Monday,No O594OV10,RuPay,Utility bill,95410.0,2023-01-09 08:29:37,Delhi,North,63.0,Female,151465.0,55690.98,150000.0,Unknown,Monday,Yes X181NQ98,Mastercard,Healthcare,67886.0,2023-01-09 09:12:35,Delhi,North,77.0,Male,132742.0,68139.38,100000.0,Unknown,Monday,No C960LA65,RuPay,Healthcare,96868.0,2023-01-09 13:11:11,Kochi,South,52.0,Male,73450.0,72158.63,100000.0,Unknown,Monday,Yes W163DG33,Mastercard,Entertainment,198707.0,2023-01-10 17:44:48,Pune,West,48.0,Male,285893.0,165436.39,200000.0,Mobile,Tuesday,No O902TD55,Visa,Healthcare,92838.0,2023-01-10 18:44:39,Patna,East,79.0,Male,85620.0,62029.08,100000.0,Point-of-Sale Terminal,Tuesday,Yes L655UP14,Mastercard,Transportation,186633.0,2023-01-11 09:29:52,Pune,West,23.0,Female,239616.0,176140.29,200000.0,Point-of-Sale Terminal,Wednesday,No X528NG36,American Express,Utility bill,30110.0,2023-01-12 03:00:18,Surat,West,63.0,Male,240011.0,39593.39,200000.0,Unknown,Thursday,No H420BM71,Visa,Healthcare,70463.0,2023-01-12 06:55:57,Pune,West,25.0,Male,180676.0,75182.95,150000.0,Desktop,Thursday,No B119TM54,Visa,Retail,28140.0,2023-01-12 08:12:38,Jaipur,North,50.0,Female,49201.0,15229.34,50000.0,Unknown,Thursday,No U132OE59,RuPay,Retail,34964.0,2023-01-12 13:17:19,Mumbai,West,53.0,Male,152336.0,24437.25,200000.0,Unknown,Thursday,No S369SW97,RuPay,Entertainment,130856.0,2023-01-13 03:44:23,Mumbai,West,20.0,Female,164518.0,91618.52,200000.0,Contactless Payment Device,Friday,No I938TY41,Visa,Transportation,67865.0,2023-01-13 04:23:55,Patna,East,71.0,Female,192525.0,82955.85,150000.0,Unknown,Friday,Yes Z668SN41,RuPay,Online Shopping,145747.0,2023-01-13 06:43:36,Pune,West,40.0,Male,151525.0,98181.07,150000.0,Mobile,Friday,No I374NZ87,Visa,Entertainment,169656.0,2023-01-13 07:49:47,Chennai,South,64.0,Male,,69579.75,200000.0,Point-of-Sale Terminal,Friday,No M208NK39,Visa,Retail,38021.0,2023-01-13 23:21:32,Hyderabad,South,69.0,Male,54092.0,23874.63,50000.0,Contactless Payment Device,Friday,No D571TQ75,Visa,Dining,29662.0,2023-01-14 01:06:41,Surat,West,66.0,Female,72665.0,24333.9,100000.0,Mobile,Saturday,Yes J143PC13,Mastercard,Online Shopping,28664.0,2023-01-14 01:47:16,Surat,West,31.0,Female,83871.0,12686.12,100000.0,Desktop,Saturday,No K666IU78,RuPay,Transportation,176265.0,2023-01-14 04:30:54,Patna,East,59.0,Male,,178082.14,200000.0,Desktop,Saturday,No S654WV78,Mastercard,Utility bill,88560.0,2023-01-15 15:32:40,Bengaluru,South,64.0,Female,263001.0,78970.07,200000.0,Mobile,Sunday,No Q625SX85,Mastercard,Utility bill,53429.0,2023-01-15 19:39:02,Delhi,North,69.0,Male,112401.0,49694.51,100000.0,Contactless Payment Device,Sunday,No Y499NW34,Visa,Dining,89538.0,2023-01-15 21:39:59,Surat,West,48.0,Male,122807.0,51651.29,100000.0,Point-of-Sale Terminal,Sunday,No X663FU59,American Express,Education,27737.0,2023-01-16 00:41:50,Hyderabad,South,44.0,Female,36607.0,13220.0,50000.0,Point-of-Sale Terminal,Monday,No X406JE76,Visa,Retail,32432.0,2023-01-16 14:42:15,Chennai,South,23.0,Male,39725.0,21284.87,50000.0,Unknown,Monday,Yes Y553US98,Visa,Utility bill,38235.0,2023-01-17 02:20:18,Lucknow,North,30.0,Male,50072.0,34919.78,50000.0,Desktop,Tuesday,No V114RV70,American Express,Online Shopping,94499.0,2023-01-17 22:16:54,Hyderabad,South,78.0,Male,136875.0,65045.6,100000.0,Contactless Payment Device,Tuesday,No O471JF31,Mastercard,Healthcare,33033.0,2023-01-18 08:33:24,Patna,East,49.0,Female,44916.0,38830.47,50000.0,Contactless Payment Device,Wednesday,No T701YU81,Visa,Online Shopping,119890.0,2023-01-18 11:38:04,Kochi,South,55.0,Male,145129.0,48380.01,150000.0,Point-of-Sale Terminal,Wednesday,No U595BG63,RuPay,Utility bill,142553.0,2023-01-18 16:04:34,Surat,West,29.0,Female,151733.0,144865.13,150000.0,Mobile,Wednesday,Yes A269YN50,RuPay,Retail,114537.0,2023-01-19 06:51:27,Kochi,South,31.0,Male,163939.0,84883.68,150000.0,Mobile,Thursday,No G897TG78,Visa,Education,34940.0,2023-01-19 07:21:06,Surat,West,73.0,Female,63054.0,33744.41,50000.0,Desktop,Thursday,No B759IG30,Mastercard,Entertainment,103734.0,2023-01-20 09:49:54,Surat,West,67.0,Female,180283.0,68150.13,150000.0,Unknown,Friday,No Z608LX74,RuPay,Dining,172226.0,2023-01-22 04:50:04,Kochi,South,50.0,Female,195426.0,187185.72,200000.0,Mobile,Sunday,No I315JZ46,Visa,Entertainment,31605.0,2023-01-22 16:50:31,Jaipur,North,35.0,Female,70116.0,32540.37,50000.0,Mobile,Sunday,No T191IH45,RuPay,Entertainment,46001.0,2023-01-22 18:22:37,Hyderabad,South,73.0,Male,64672.0,,50000.0,Desktop,Sunday,No T455MB36,American Express,Retail,71686.0,2023-01-22 19:08:43,Ahmedabad,West,59.0,Female,136706.0,99530.35,100000.0,Point-of-Sale Terminal,Sunday,No M131YI31,RuPay,Online Shopping,57649.0,2023-01-23 00:42:04,Patna,East,31.0,Male,169127.0,32831.35,150000.0,Desktop,Monday,No X873BQ73,RuPay,Dining,155708.0,2023-01-23 09:18:17,Delhi,North,31.0,Female,216992.0,142926.39,200000.0,Mobile,Monday,No A533NM70,Visa,Education,146684.0,2023-01-23 09:59:37,Mumbai,West,18.0,Male,297604.0,138562.23,200000.0,Mobile,Monday,Yes D395JP22,Mastercard,Utility bill,86952.0,2023-01-24 01:50:53,Kochi,South,70.0,Female,163217.0,48556.56,200000.0,Contactless Payment Device,Tuesday,No I164MA58,Visa,Utility bill,40554.0,2023-01-24 05:22:35,Kochi,South,64.0,Male,,34454.13,150000.0,Desktop,Tuesday,No Q928KO32,Visa,Online Shopping,125029.0,2023-01-24 16:17:00,Bengaluru,South,57.0,Female,165780.0,68006.33,150000.0,Point-of-Sale Terminal,Tuesday,No Z606RX96,Visa,Online Shopping,124941.0,2023-01-24 20:29:53,Mumbai,West,31.0,Male,,116193.81,150000.0,Mobile,Tuesday,No R181TM10,Visa,Education,93625.0,2023-01-25 08:49:28,Mumbai,West,45.0,Female,113578.0,82046.03,100000.0,Desktop,Wednesday,No N293LR72,Visa,Dining,153367.0,2023-01-26 01:06:13,Mumbai,West,27.0,Male,294742.0,113707.25,200000.0,Desktop,Thursday,No Q490DW67,Visa,Healthcare,95990.0,2023-01-26 20:50:47,Hyderabad,South,32.0,Female,85386.0,45203.22,100000.0,Contactless Payment Device,Thursday,Yes Q821QF12,Visa,Utility bill,83643.0,2023-01-27 21:52:32,Kochi,South,27.0,Female,,59615.81,100000.0,Unknown,Friday,No Q744KN88,Mastercard,Entertainment,32610.0,2023-01-28 04:19:29,Surat,West,66.0,Male,155791.0,34775.54,200000.0,Point-of-Sale Terminal,Saturday,No B805GX55,Visa,Transportation,37061.0,2023-01-28 10:13:35,Ahmedabad,West,79.0,Male,47673.0,18253.6,50000.0,Contactless Payment Device,Saturday,No M241RJ20,Mastercard,Education,143313.0,2023-01-28 21:42:00,Delhi,North,73.0,Female,202909.0,174523.4,200000.0,Point-of-Sale Terminal,Saturday,No F639UG78,Mastercard,Retail,47062.0,2023-01-28 22:23:12,Mumbai,West,62.0,Male,269716.0,65462.18,200000.0,Mobile,Saturday,No B903IP50,Mastercard,Online Shopping,79858.0,2023-01-29 10:17:13,Mumbai,West,40.0,Male,134720.0,41123.05,100000.0,Contactless Payment Device,Sunday,Yes O480YM88,Mastercard,Entertainment,112393.0,2023-01-30 01:34:16,Delhi,North,29.0,Female,123070.0,,150000.0,Point-of-Sale Terminal,Monday,Yes H821BH68,Mastercard,Online Shopping,40337.0,2023-01-30 06:14:48,Pune,West,63.0,Male,40848.0,41644.29,50000.0,Point-of-Sale Terminal,Monday,Yes O162AH84,RuPay,Healthcare,43668.0,2023-01-30 10:25:13,Delhi,North,35.0,Female,66898.0,24939.74,50000.0,Desktop,Monday,Yes T915QW30,Mastercard,Retail,94065.0,2023-01-30 17:11:33,Patna,East,53.0,Male,127778.0,81385.67,100000.0,Desktop,Monday,No M490LX16,Visa,Utility bill,41502.0,2023-01-30 22:54:07,Kolkata,East,55.0,Male,49700.0,38803.11,50000.0,Desktop,Monday,No E934HM51,Mastercard,Transportation,156460.0,2023-01-31 10:52:02,Jaipur,North,77.0,Female,219437.0,62896.17,200000.0,Contactless Payment Device,Tuesday,No Q720XJ66,RuPay,Entertainment,71255.0,2023-01-31 13:35:56,Ahmedabad,West,80.0,Female,140929.0,49054.93,100000.0,Contactless Payment Device,Tuesday,No Z550VC49,Visa,Online Shopping,88636.0,2023-01-31 14:24:56,Kochi,South,70.0,,124609.0,92013.43,100000.0,Contactless Payment Device,Tuesday,No V245TC48,Visa,Entertainment,126039.0,2023-01-31 14:48:23,Surat,West,71.0,Female,,78185.44,150000.0,Point-of-Sale Terminal,Tuesday,No V559KA95,Mastercard,Transportation,135433.0,2023-01-31 17:05:11,Jaipur,North,59.0,Male,270014.0,183108.7,200000.0,Unknown,Tuesday,No A209XS89,Mastercard,Online Shopping,52064.0,2023-01-31 17:29:13,Ahmedabad,West,63.0,Male,97615.0,48313.05,100000.0,Unknown,Tuesday,Yes X439IV77,Mastercard,Entertainment,126298.0,2023-01-31 19:05:27,Lucknow,North,80.0,Female,155465.0,118838.37,150000.0,Point-of-Sale Terminal,Tuesday,Yes Z530TF72,Visa,Online Shopping,104876.0,2023-01-31 21:02:58,Bengaluru,South,18.0,Male,176887.0,42116.04,150000.0,Point-of-Sale Terminal,Tuesday,Yes X308MJ48,Visa,Online Shopping,57894.0,2023-02-01 02:41:32,Pune,West,73.0,Female,143230.0,34217.97,100000.0,Contactless Payment Device,Wednesday,No K505LD11,Visa,Education,90305.0,2023-02-01 04:42:01,Chennai,South,50.0,Female,109462.0,68518.24,100000.0,Mobile,Wednesday,Yes A580UO20,Visa,Utility bill,49677.0,2023-02-01 14:15:13,Kolkata,East,38.0,Male,49542.0,45255.95,50000.0,Mobile,Wednesday,Yes L923XS93,Mastercard,Online Shopping,68750.0,2023-02-02 01:24:30,Ahmedabad,West,45.0,Female,177254.0,89227.65,200000.0,Desktop,Thursday,No M449MB30,Visa,Utility bill,36055.0,2023-02-02 15:01:42,Pune,West,52.0,Male,63949.0,15553.39,50000.0,Unknown,Thursday,Yes L285GA57,American Express,Dining,69149.0,2023-02-03 11:26:55,Kochi,South,76.0,Female,129010.0,70215.89,100000.0,Contactless Payment Device,Friday,No S872OI54,RuPay,Education,77582.0,2023-02-03 20:43:23,Chennai,South,76.0,Male,105371.0,63603.22,100000.0,Unknown,Friday,No H924XI61,Visa,Education,79745.0,2023-02-04 03:27:49,Delhi,North,26.0,Female,145543.0,79277.84,200000.0,Desktop,Saturday,Yes C184WD99,Visa,Education,41642.0,2023-02-04 09:21:42,Hyderabad,South,72.0,,113990.0,24785.69,150000.0,Point-of-Sale Terminal,Saturday,No E153YK41,Mastercard,Retail,132299.0,2023-02-05 06:55:34,Jaipur,North,80.0,Male,,,150000.0,Mobile,Sunday,Yes I253KB56,American Express,Online Shopping,32130.0,2023-02-05 09:42:23,Mumbai,West,63.0,Female,258639.0,40844.55,200000.0,Point-of-Sale Terminal,Sunday,No Z480DF86,Visa,Retail,57591.0,2023-02-05 16:46:41,Delhi,North,49.0,Female,80042.0,,100000.0,Mobile,Sunday,No Q242EF73,RuPay,Education,53074.0,2023-02-05 16:49:28,Hyderabad,South,55.0,Female,119377.0,28516.84,100000.0,Mobile,Sunday,Yes P170ZC55,Visa,Education,104317.0,2023-02-06 04:02:08,Kochi,South,49.0,Female,229825.0,72779.05,200000.0,Mobile,Monday,No R775ZT78,Visa,Healthcare,27770.0,2023-02-06 10:38:22,Chennai,South,30.0,Male,72948.0,14153.38,50000.0,Point-of-Sale Terminal,Monday,No M263FJ58,Mastercard,Utility bill,127987.0,2023-02-06 18:21:54,Jaipur,North,69.0,Female,110786.0,111585.6,150000.0,,Monday,No R302HM41,Visa,Dining,29551.0,2023-02-07 09:51:38,Ahmedabad,West,24.0,Female,117916.0,19006.61,150000.0,Unknown,Tuesday,Yes U750BI35,RuPay,Entertainment,83133.0,2023-02-07 12:26:37,Jaipur,North,78.0,Female,202100.0,51625.83,150000.0,Desktop,Tuesday,No M929HY61,Mastercard,Retail,65103.0,2023-02-07 13:19:52,Ahmedabad,West,41.0,Female,126079.0,57563.39,100000.0,Contactless Payment Device,Tuesday,No P301XT44,Visa,Retail,82811.0,2023-02-08 04:44:01,Delhi,North,60.0,Male,125505.0,33636.42,100000.0,Point-of-Sale Terminal,Wednesday,No G691ZH16,Mastercard,Dining,127410.0,2023-02-08 06:30:53,Kolkata,East,77.0,Male,185820.0,101835.68,200000.0,Point-of-Sale Terminal,Wednesday,No J797GQ13,Visa,Utility bill,131511.0,2023-02-08 10:59:19,Surat,West,39.0,Female,171185.0,58742.39,200000.0,Contactless Payment Device,Wednesday,No I804ZG17,Visa,Dining,26600.0,2023-02-08 12:13:30,Kochi,South,61.0,Female,45248.0,19213.11,50000.0,Contactless Payment Device,Wednesday,Yes A532PJ98,Mastercard,Utility bill,40151.0,2023-02-08 13:35:34,Delhi,North,68.0,Male,57948.0,22506.25,50000.0,Point-of-Sale Terminal,Wednesday,Yes Y547FP95,Mastercard,Dining,59936.0,2023-02-08 18:47:18,Hyderabad,South,46.0,Female,241052.0,24218.1,200000.0,Desktop,Wednesday,Yes U119XG53,RuPay,Online Shopping,51365.0,2023-02-09 00:51:29,Jaipur,North,67.0,Male,236100.0,56789.28,200000.0,Unknown,Thursday,No B430TI92,Mastercard,Education,92173.0,2023-02-09 03:46:29,Chennai,South,61.0,Female,246761.0,,200000.0,Desktop,Thursday,No W841VT57,RuPay,Dining,46440.0,2023-02-09 04:55:38,Patna,East,25.0,Male,53064.0,31185.23,50000.0,Point-of-Sale Terminal,Thursday,No W948UL57,Visa,Online Shopping,116820.0,2023-02-09 07:45:50,Chennai,South,19.0,Male,205308.0,148123.61,200000.0,Mobile,Thursday,No H680PT88,Mastercard,Entertainment,135455.0,2023-02-09 16:04:13,Jaipur,North,78.0,Male,154372.0,62618.94,150000.0,Contactless Payment Device,Thursday,No B564CI80,Visa,Online Shopping,49480.0,2023-02-09 22:51:56,Lucknow,North,58.0,Female,73168.0,40007.73,50000.0,Contactless Payment Device,Thursday,No P446MJ64,RuPay,Transportation,106711.0,2023-02-09 23:22:03,Ahmedabad,West,56.0,Male,202849.0,129962.02,150000.0,Mobile,Thursday,No L959TR89,Visa,Healthcare,69498.0,2023-02-10 02:09:01,Delhi,North,64.0,Female,102009.0,93625.66,100000.0,Desktop,Friday,Yes N733SF60,Visa,Transportation,195100.0,2023-02-11 01:24:44,Bengaluru,South,59.0,Female,178877.0,179023.53,200000.0,Mobile,Saturday,No Q134MI93,RuPay,Education,136077.0,2023-02-11 06:59:23,Mumbai,West,27.0,Female,,152268.91,200000.0,Mobile,Saturday,Yes I614WX70,Visa,Education,68520.0,2023-02-12 20:16:12,Lucknow,North,29.0,Male,243137.0,38490.29,200000.0,Contactless Payment Device,Sunday,No J688HE78,Visa,Education,40166.0,2023-02-12 21:11:16,Kolkata,East,58.0,Female,50567.0,27078.47,50000.0,Desktop,Sunday,Yes N113RN96,Visa,Entertainment,138156.0,2023-02-12 21:53:32,Surat,West,39.0,Male,155261.0,144817.3,150000.0,Unknown,Sunday,No H329MN21,RuPay,Entertainment,46740.0,2023-02-13 18:57:58,Ahmedabad,West,77.0,Female,35932.0,49527.6,50000.0,Mobile,Monday,Yes U634ET61,Visa,Entertainment,43160.0,2023-02-13 19:25:00,Chennai,South,42.0,Male,74082.0,43649.29,50000.0,Unknown,Monday,No B182YJ83,Visa,Education,32076.0,2023-02-13 19:42:33,Lucknow,North,75.0,Male,193918.0,24634.36,200000.0,Mobile,Monday,Yes B474KQ10,American Express,Transportation,80585.0,2023-02-14 05:12:21,Mumbai,West,44.0,Male,179069.0,46494.34,200000.0,Mobile,Tuesday,No J647AU54,Mastercard,Entertainment,39428.0,2023-02-14 15:25:02,Hyderabad,South,28.0,Male,72580.0,30632.64,50000.0,Point-of-Sale Terminal,Tuesday,No P899ZY84,American Express,Retail,112073.0,2023-02-14 20:50:10,Hyderabad,South,41.0,Male,212351.0,115779.1,150000.0,Unknown,Tuesday,No S330SW33,RuPay,Retail,130018.0,2023-02-14 23:29:18,Kochi,South,75.0,Male,148675.0,121773.75,150000.0,,Tuesday,Yes U561GN51,Mastercard,Entertainment,127350.0,2023-02-15 03:43:16,Patna,East,78.0,Male,143048.0,89459.28,200000.0,Point-of-Sale Terminal,Wednesday,No Q327UO63,Mastercard,Entertainment,50040.0,2023-02-15 09:30:30,Kolkata,East,51.0,Female,91637.0,43522.39,100000.0,Contactless Payment Device,Wednesday,No V906XE80,Visa,Online Shopping,147033.0,2023-02-15 18:52:07,Pune,West,44.0,Male,237444.0,77456.23,200000.0,Mobile,Wednesday,No K114WE65,RuPay,Utility bill,38582.0,2023-02-15 18:52:09,Pune,West,73.0,Female,247686.0,19540.39,200000.0,Unknown,Wednesday,No M938NR69,RuPay,Online Shopping,42305.0,2023-02-15 20:54:02,Chennai,South,42.0,Male,55379.0,31134.6,50000.0,Mobile,Wednesday,Yes H134QU50,Visa,Transportation,101719.0,2023-02-15 21:42:22,Delhi,North,69.0,,181305.0,112548.58,150000.0,Unknown,Wednesday,No W545HX70,Mastercard,Online Shopping,40591.0,2023-02-16 06:24:45,Kochi,South,68.0,Male,77970.0,29756.68,100000.0,Contactless Payment Device,Thursday,Yes J305DV68,Mastercard,Utility bill,35078.0,2023-02-16 09:45:24,Bengaluru,South,33.0,Male,62170.0,22438.94,50000.0,Desktop,Thursday,No S985WQ66,RuPay,Utility bill,32990.0,2023-02-17 04:55:01,Bengaluru,South,66.0,Male,163998.0,27056.75,150000.0,Mobile,Friday,Yes S983RZ40,Mastercard,Online Shopping,124895.0,2023-02-17 10:21:55,Hyderabad,South,69.0,Female,147855.0,97254.57,200000.0,Desktop,Friday,No P352IW36,American Express,Education,81788.0,2023-02-17 11:03:45,Ahmedabad,West,55.0,Female,182042.0,94490.68,200000.0,Contactless Payment Device,Friday,No W539HR71,Visa,Retail,54461.0,2023-02-17 11:16:40,Patna,East,39.0,Male,85344.0,23272.09,100000.0,Contactless Payment Device,Friday,Yes W833AI36,Visa,Healthcare,146240.0,2023-02-17 16:44:23,Chennai,South,28.0,Female,155952.0,139767.5,150000.0,Point-of-Sale Terminal,Friday,No A198JH19,RuPay,Retail,34834.0,2023-02-17 18:37:12,Surat,West,34.0,Male,149409.0,22638.68,100000.0,Contactless Payment Device,Friday,No K701WO83,Visa,Retail,109560.0,2023-02-18 12:42:43,Lucknow,North,25.0,,219738.0,55148.79,200000.0,Mobile,Saturday,Yes Q467KS23,Visa,Entertainment,105096.0,2023-02-19 12:16:02,Hyderabad,South,27.0,Female,127987.0,118022.8,150000.0,Unknown,Sunday,No K783QN12,Visa,Online Shopping,134264.0,2023-02-19 12:29:04,Chennai,South,66.0,Female,159748.0,131919.19,200000.0,Contactless Payment Device,Sunday,No Z734DX25,Visa,Entertainment,123874.0,2023-02-19 23:32:23,Pune,West,70.0,Male,276428.0,136218.74,200000.0,Point-of-Sale Terminal,Sunday,No S808WA17,Mastercard,Healthcare,79100.0,2023-02-20 09:23:43,Pune,West,24.0,Male,,103078.35,150000.0,Unknown,Monday,No T722HD56,Mastercard,Healthcare,145975.0,2023-02-20 09:31:44,Kochi,South,69.0,Female,247512.0,177684.01,200000.0,Mobile,Monday,Yes Z621GK95,RuPay,Entertainment,137892.0,2023-02-20 10:32:05,Bengaluru,South,47.0,Female,191834.0,114640.85,150000.0,Unknown,Monday,No B502LC84,Mastercard,Dining,48784.0,2023-02-20 14:13:23,Kolkata,East,,Male,58202.0,37647.73,50000.0,Point-of-Sale Terminal,Monday,No W212YR93,Visa,Utility bill,40226.0,2023-02-20 20:46:40,Kolkata,East,80.0,Female,56216.0,40903.27,50000.0,Mobile,Monday,No O236PD58,Visa,Healthcare,109931.0,2023-02-20 22:56:16,Ahmedabad,West,34.0,Male,,88154.84,150000.0,Unknown,Monday,No U474YC94,American Express,Online Shopping,33745.0,2023-02-21 23:18:59,Pune,West,33.0,Male,52653.0,21970.7,50000.0,Mobile,Tuesday,No I717BU90,Visa,Online Shopping,119088.0,2023-02-22 04:55:27,Chennai,South,72.0,Male,,82944.98,150000.0,,Wednesday,No K327RJ72,Visa,Retail,26341.0,2023-02-23 16:10:46,Bengaluru,South,53.0,Male,49525.0,23800.64,50000.0,Desktop,Thursday,No S513QJ84,American Express,Retail,50822.0,2023-02-23 18:23:49,Patna,East,78.0,Female,104985.0,67247.94,100000.0,Unknown,Thursday,No C294CO75,RuPay,Healthcare,112597.0,2023-02-23 18:35:10,Kochi,South,72.0,Male,297924.0,96594.04,200000.0,Contactless Payment Device,Thursday,Yes C776LL85,American Express,Transportation,92444.0,2023-02-23 19:09:21,Lucknow,North,39.0,Female,75415.0,53731.51,100000.0,Unknown,Thursday,Yes X245JL22,Mastercard,Utility bill,30700.0,2023-02-23 21:26:29,Kolkata,East,31.0,Male,41384.0,12563.0,50000.0,Unknown,Thursday,No P405PE13,RuPay,Online Shopping,41292.0,2023-02-23 23:14:12,Kolkata,East,78.0,Male,90939.0,,100000.0,Mobile,Thursday,No B978YH72,RuPay,Dining,45228.0,2023-02-23 23:42:53,Surat,West,44.0,Male,65006.0,39300.22,50000.0,Unknown,Thursday,No D698LR70,Mastercard,Healthcare,191881.0,2023-02-24 06:45:50,Jaipur,North,33.0,Male,185933.0,94832.98,200000.0,Desktop,Friday,No W212VM98,RuPay,Dining,62982.0,2023-02-24 15:28:58,Kolkata,East,38.0,Male,138524.0,82860.2,100000.0,Mobile,Friday,No V955LE86,Mastercard,Online Shopping,42373.0,2023-02-25 08:53:59,Kolkata,East,66.0,Female,76654.0,48191.46,100000.0,Desktop,Saturday,No X863XP39,Visa,Retail,198388.0,2023-02-25 10:58:17,Lucknow,North,19.0,Female,,191685.46,200000.0,Point-of-Sale Terminal,Saturday,No X929HG24,Visa,Healthcare,25607.0,2023-02-25 21:07:02,Delhi,North,38.0,Male,57272.0,30762.9,50000.0,Point-of-Sale Terminal,Saturday,Yes D727QA94,Visa,Education,108029.0,2023-02-25 21:46:04,Bengaluru,South,61.0,Female,214099.0,96521.75,200000.0,Desktop,Saturday,No U420FD92,Visa,Transportation,50762.0,2023-02-26 16:02:55,Jaipur,North,34.0,Female,145100.0,36008.97,150000.0,Desktop,Sunday,No X872QN19,RuPay,Dining,30123.0,2023-02-26 16:40:46,Chennai,South,28.0,Female,57163.0,23165.03,50000.0,Mobile,Sunday,Yes S177PA88,Visa,Entertainment,43872.0,2023-02-27 05:52:33,Jaipur,North,,Female,117406.0,38785.58,150000.0,Mobile,Monday,No J572HJ33,RuPay,Online Shopping,65317.0,2023-02-28 00:23:45,Delhi,North,47.0,,162796.0,35691.58,150000.0,Desktop,Tuesday,Yes H487UU83,Mastercard,Online Shopping,32358.0,2023-02-28 02:39:48,Surat,West,71.0,Female,57588.0,40090.63,50000.0,Unknown,Tuesday,Yes S834SD23,Mastercard,Retail,80590.0,2023-02-28 09:12:14,Ahmedabad,West,76.0,Female,234631.0,80421.54,200000.0,Mobile,Tuesday,No J868GO98,Visa,Retail,90410.0,2023-02-28 10:07:48,Ahmedabad,West,37.0,Female,79838.0,59202.87,100000.0,Desktop,Tuesday,No S264FH97,Mastercard,Healthcare,155606.0,2023-02-28 10:56:30,Surat,West,49.0,Female,142293.0,,200000.0,Desktop,Tuesday,No Q579XE70,Mastercard,Transportation,50005.0,2023-02-28 11:06:40,Jaipur,North,67.0,Female,,44575.14,150000.0,Contactless Payment Device,Tuesday,No S125DS99,RuPay,Online Shopping,25468.0,2023-03-01 01:49:52,Chennai,South,30.0,Female,63931.0,33214.56,50000.0,Contactless Payment Device,Wednesday,No X571AX83,Visa,Transportation,98638.0,2023-03-01 16:45:20,Ahmedabad,West,40.0,Female,152937.0,95974.15,200000.0,Mobile,Wednesday,No V863SQ56,Mastercard,Retail,144097.0,2023-03-01 23:03:02,Delhi,North,18.0,Male,,137604.41,200000.0,Desktop,Wednesday,Yes R744UA27,Visa,Transportation,49089.0,2023-03-02 00:02:49,Lucknow,North,27.0,,137746.0,53599.35,150000.0,Unknown,Thursday,Yes B106OE40,Visa,Dining,65001.0,2023-03-02 01:12:43,Kolkata,East,80.0,Male,209251.0,87288.36,150000.0,Contactless Payment Device,Thursday,No R388SV63,Mastercard,Retail,98027.0,2023-03-02 11:53:41,Pune,West,76.0,Male,135978.0,82227.93,100000.0,Contactless Payment Device,Thursday,No Q574NK18,Mastercard,Utility bill,93607.0,2023-03-02 12:02:50,Hyderabad,South,62.0,Male,155715.0,40916.87,150000.0,Point-of-Sale Terminal,Thursday,Yes O468YN71,Mastercard,Entertainment,31436.0,2023-03-02 18:25:14,Ahmedabad,West,71.0,Female,60209.0,36640.16,50000.0,Mobile,Thursday,No S639HK14,RuPay,Education,57449.0,2023-03-03 00:27:36,Delhi,North,29.0,Male,130303.0,52715.17,100000.0,Unknown,Friday,No W513VS80,RuPay,Entertainment,57356.0,2023-03-03 02:11:38,Jaipur,North,51.0,Female,174875.0,69169.62,200000.0,Unknown,Friday,No R240AU40,Visa,Education,123911.0,2023-03-03 07:12:40,Patna,East,66.0,Male,210847.0,151624.65,200000.0,Unknown,Friday,No G438LI48,American Express,Retail,148927.0,2023-03-03 09:06:28,Lucknow,North,71.0,Female,191157.0,133591.04,150000.0,Mobile,Friday,No W690HI92,Visa,Education,38725.0,2023-03-03 13:07:01,Ahmedabad,West,21.0,Female,200347.0,33703.29,150000.0,Point-of-Sale Terminal,Friday,No U315CG92,Visa,Dining,165859.0,2023-03-03 13:51:45,Surat,West,19.0,Female,274730.0,110344.09,200000.0,Desktop,Friday,Yes N276DY85,RuPay,Healthcare,49304.0,2023-03-04 07:08:41,Patna,East,47.0,Female,39415.0,48265.49,50000.0,Mobile,Saturday,No W317SB97,Visa,Utility bill,27785.0,2023-03-04 09:32:45,Kolkata,East,24.0,Male,74307.0,18285.52,50000.0,Mobile,Saturday,No X490XT27,RuPay,Online Shopping,88172.0,2023-03-04 20:09:29,Kolkata,East,46.0,Female,150599.0,121371.71,150000.0,Point-of-Sale Terminal,Saturday,No R779LR28,RuPay,Retail,130510.0,2023-03-04 21:03:23,Hyderabad,South,43.0,Male,290262.0,90520.67,200000.0,Desktop,Saturday,No H685UM56,Mastercard,Dining,43241.0,2023-03-05 06:32:22,Patna,East,19.0,Female,54173.0,42056.51,50000.0,Desktop,Sunday,No H107LM63,Visa,Entertainment,34733.0,2023-03-06 04:44:09,Bengaluru,South,75.0,Female,39436.0,46856.02,50000.0,Point-of-Sale Terminal,Monday,Yes H252GT26,Visa,Retail,138883.0,2023-03-06 22:18:27,Mumbai,West,64.0,Female,197607.0,106082.31,150000.0,Unknown,Monday,No F291AF67,Visa,Entertainment,168416.0,2023-03-07 06:28:13,Bengaluru,South,31.0,Female,236429.0,146577.51,200000.0,Contactless Payment Device,Tuesday,No U955HP81,RuPay,Online Shopping,48483.0,2023-03-07 19:16:46,Chennai,South,64.0,Male,87159.0,25309.98,100000.0,Mobile,Tuesday,Yes N462GO51,Mastercard,Online Shopping,71806.0,2023-03-08 06:13:54,Kolkata,East,51.0,Male,175739.0,58679.39,200000.0,Mobile,Wednesday,No F581KG27,Mastercard,Entertainment,128789.0,2023-03-08 16:27:25,Ahmedabad,West,61.0,Female,189389.0,,200000.0,Desktop,Wednesday,No Y732CJ51,Visa,Online Shopping,171081.0,2023-03-08 17:49:12,Jaipur,North,32.0,Female,272128.0,135755.24,200000.0,Unknown,Wednesday,No B444NG46,Mastercard,Healthcare,85920.0,2023-03-08 19:55:30,Patna,East,68.0,Female,147788.0,98482.13,200000.0,Point-of-Sale Terminal,Wednesday,Yes T132KN14,RuPay,Dining,25189.0,2023-03-08 22:13:19,Mumbai,West,57.0,Male,147482.0,31062.91,200000.0,Mobile,Wednesday,No W983JV29,Visa,Healthcare,33029.0,2023-03-08 23:31:28,Surat,West,53.0,Female,35361.0,20204.42,50000.0,Desktop,Wednesday,No J397LE29,Visa,Online Shopping,86398.0,2023-03-09 02:46:29,Kolkata,East,77.0,Male,101600.0,98428.05,100000.0,Mobile,Thursday,No Y883ZQ57,Mastercard,Retail,45108.0,2023-03-09 09:16:28,Ahmedabad,West,71.0,Female,75355.0,36033.24,100000.0,Desktop,Thursday,No S648GN58,RuPay,Utility bill,45853.0,2023-03-09 10:34:38,Delhi,North,41.0,Female,,30578.17,50000.0,Mobile,Thursday,No I902DR29,Visa,Utility bill,99660.0,2023-03-10 03:39:28,Patna,East,36.0,Male,133196.0,96475.89,100000.0,Desktop,Friday,Yes H309LJ53,Mastercard,Online Shopping,139915.0,2023-03-10 13:55:11,Bengaluru,South,47.0,Female,197417.0,57848.07,150000.0,Contactless Payment Device,Friday,No X848YL63,RuPay,Utility bill,171474.0,2023-03-10 16:39:30,Surat,West,55.0,Female,223542.0,172938.63,200000.0,Point-of-Sale Terminal,Friday,No P745FR73,Mastercard,Retail,147691.0,2023-03-10 18:46:30,Pune,West,30.0,Female,,59210.62,150000.0,Desktop,Friday,No M847MY78,RuPay,Online Shopping,180758.0,2023-03-11 06:23:59,Chennai,South,22.0,Male,184104.0,140547.56,200000.0,Point-of-Sale Terminal,Saturday,Yes P604SS79,Visa,Entertainment,83597.0,2023-03-11 14:17:10,Chennai,South,74.0,Female,203613.0,40700.28,150000.0,Mobile,Saturday,Yes E192IU89,Mastercard,Utility bill,68995.0,2023-03-11 17:13:50,Delhi,North,38.0,Male,177757.0,40419.85,150000.0,Contactless Payment Device,Saturday,No R457TK22,RuPay,Retail,130669.0,2023-03-12 03:42:52,Pune,West,39.0,Female,173344.0,,150000.0,Desktop,Sunday,No N217AS70,RuPay,Transportation,30424.0,2023-03-12 08:53:41,Kochi,South,46.0,Male,65253.0,28848.52,50000.0,Unknown,Sunday,Yes J561UO28,Visa,Retail,49239.0,2023-03-12 12:09:13,Delhi,North,29.0,Female,41947.0,,50000.0,Mobile,Sunday,No A683JM47,Mastercard,Healthcare,65888.0,2023-03-13 20:31:29,Kochi,South,53.0,Male,141016.0,26746.15,100000.0,Point-of-Sale Terminal,Monday,No L369HH96,Visa,Healthcare,56879.0,2023-03-13 23:06:13,Ahmedabad,West,32.0,Female,74717.0,,100000.0,Contactless Payment Device,Monday,No C957JV41,Mastercard,Retail,45246.0,2023-03-14 00:34:11,Chennai,South,,Female,49096.0,40489.72,50000.0,Desktop,Tuesday,No T503HL11,RuPay,Healthcare,41659.0,2023-03-14 00:59:55,Hyderabad,South,28.0,Male,292378.0,22349.42,200000.0,Contactless Payment Device,Tuesday,No B724NY89,Visa,Transportation,67591.0,2023-03-14 04:45:36,Delhi,North,42.0,Male,233829.0,34501.36,200000.0,Desktop,Tuesday,No J877GT20,Visa,Utility bill,81314.0,2023-03-14 09:06:52,Surat,West,25.0,Female,172654.0,81440.59,150000.0,Mobile,Tuesday,No F271XC27,RuPay,Retail,66584.0,2023-03-14 12:42:20,Lucknow,North,18.0,Male,96176.0,69223.55,100000.0,Desktop,Tuesday,No T858TB47,Mastercard,Online Shopping,107047.0,2023-03-14 20:24:33,Bengaluru,South,59.0,Female,175701.0,134773.56,150000.0,Point-of-Sale Terminal,Tuesday,No P217EM78,American Express,Retail,96354.0,2023-03-14 22:53:38,Chennai,South,23.0,Male,100116.0,,100000.0,Unknown,Tuesday,No S115BQ26,RuPay,Retail,81982.0,2023-03-14 23:13:07,Hyderabad,South,38.0,Female,107315.0,103332.63,150000.0,Desktop,Tuesday,No S656GR86,Mastercard,Healthcare,44040.0,2023-03-15 13:36:25,Chennai,South,24.0,Female,66716.0,32385.88,50000.0,Desktop,Wednesday,No Z212KS58,Visa,Dining,28822.0,2023-03-15 19:45:59,Bengaluru,South,75.0,Male,51099.0,30027.57,50000.0,Contactless Payment Device,Wednesday,Yes D207YK83,Visa,Utility bill,105938.0,2023-03-15 20:44:48,Delhi,North,22.0,Male,262159.0,,200000.0,Desktop,Wednesday,No T178YD85,Visa,Retail,107755.0,2023-03-16 01:38:54,Chennai,South,19.0,Male,192254.0,93273.49,200000.0,Point-of-Sale Terminal,Thursday,No V800IG64,American Express,Entertainment,95316.0,2023-03-16 09:41:05,Ahmedabad,West,63.0,Female,217575.0,56643.82,200000.0,Contactless Payment Device,Thursday,No H587SK70,American Express,Transportation,51722.0,2023-03-16 09:59:12,Hyderabad,South,39.0,Female,191090.0,25351.71,150000.0,Unknown,Thursday,Yes G299BC23,Visa,Online Shopping,92426.0,2023-03-16 10:18:43,Hyderabad,South,45.0,Male,101305.0,56345.65,100000.0,Contactless Payment Device,Thursday,No T869CJ71,Mastercard,Retail,88971.0,2023-03-16 16:06:55,Bengaluru,South,21.0,Female,76857.0,80236.29,100000.0,Desktop,Thursday,No C848MX91,RuPay,Online Shopping,76279.0,2023-03-17 16:26:05,Surat,West,79.0,Female,134763.0,73462.56,150000.0,Mobile,Friday,No N157IR32,Visa,Dining,87933.0,2023-03-17 19:01:51,Delhi,North,24.0,Male,224088.0,101016.3,150000.0,Desktop,Friday,No I731KF85,American Express,Entertainment,34390.0,2023-03-17 22:22:46,Kolkata,East,61.0,Female,202313.0,24397.15,150000.0,Unknown,Friday,Yes M597DA17,Mastercard,Healthcare,47520.0,2023-03-18 01:27:48,Lucknow,North,65.0,Female,,49074.39,50000.0,Contactless Payment Device,Saturday,No K798RO97,RuPay,Healthcare,32551.0,2023-03-18 12:22:27,Kochi,South,65.0,Female,37246.0,20697.1,50000.0,Point-of-Sale Terminal,Saturday,Yes D576SX83,RuPay,Dining,81718.0,2023-03-18 14:05:13,Chennai,South,47.0,Male,93391.0,71768.87,100000.0,Unknown,Saturday,No U311DB17,Mastercard,Retail,125079.0,2023-03-18 17:14:13,Chennai,South,53.0,Female,282423.0,158276.95,200000.0,Mobile,Saturday,No F836HG85,Visa,Dining,182975.0,2023-03-19 02:15:53,Surat,West,61.0,Female,145494.0,190922.58,200000.0,Unknown,Sunday,No G430SB10,Visa,Utility bill,83760.0,2023-03-19 06:31:50,Kochi,South,58.0,Female,129309.0,35056.18,150000.0,Contactless Payment Device,Sunday,No A808CW41,American Express,Utility bill,174960.0,2023-03-19 16:14:27,Lucknow,North,39.0,Male,186305.0,132584.38,200000.0,Contactless Payment Device,Sunday,No C742SH79,Visa,Dining,155320.0,2023-03-19 17:37:15,Chennai,South,21.0,Male,140678.0,184887.99,200000.0,Point-of-Sale Terminal,Sunday,No U907PC48,Visa,Utility bill,143883.0,2023-03-20 01:46:01,Kochi,South,40.0,Female,190609.0,,150000.0,Point-of-Sale Terminal,Monday,No F542GK10,American Express,Online Shopping,111281.0,2023-03-20 03:20:50,Patna,East,49.0,Male,135796.0,138694.3,150000.0,Point-of-Sale Terminal,Monday,No O443GT76,Visa,Online Shopping,45529.0,2023-03-20 16:47:43,Chennai,South,78.0,Female,117687.0,18950.95,100000.0,Desktop,Monday,Yes J404YI10,RuPay,Retail,67998.0,2023-03-20 17:35:40,Kochi,South,22.0,Male,150607.0,91556.35,150000.0,Contactless Payment Device,Monday,No K992SX51,Mastercard,Retail,35669.0,2023-03-20 22:54:58,Kochi,South,28.0,Female,54629.0,23231.75,50000.0,Point-of-Sale Terminal,Monday,No Q187UL77,Visa,Education,25631.0,2023-03-21 21:38:07,Mumbai,West,77.0,Female,44770.0,24839.99,50000.0,Desktop,Tuesday,No P665YZ32,Mastercard,Dining,164199.0,2023-03-22 13:14:20,Kolkata,East,29.0,Male,155646.0,139600.32,200000.0,Desktop,Wednesday,Yes P168QX51,Visa,Online Shopping,83561.0,2023-03-22 19:49:52,Pune,West,26.0,Male,85117.0,75652.43,100000.0,Contactless Payment Device,Wednesday,Yes S905SU65,Visa,Dining,104747.0,2023-03-22 20:33:24,Pune,West,61.0,Female,147108.0,79323.69,150000.0,Desktop,Wednesday,No C982KK49,Mastercard,Healthcare,75416.0,2023-03-23 00:25:57,Bengaluru,South,22.0,Female,129989.0,,100000.0,Unknown,Thursday,No U532HO21,Mastercard,Online Shopping,43121.0,2023-03-23 04:13:48,Lucknow,North,44.0,Female,61484.0,35336.32,50000.0,Desktop,Thursday,No A672NS27,Visa,Online Shopping,68781.0,2023-03-23 06:10:54,Hyderabad,South,49.0,Male,142257.0,61948.75,100000.0,Contactless Payment Device,Thursday,Yes U425QM83,RuPay,Healthcare,110193.0,2023-03-23 08:11:36,Delhi,North,36.0,Male,152668.0,84335.83,150000.0,Desktop,Thursday,Yes U210NW63,Visa,Online Shopping,130255.0,2023-03-23 17:30:41,Delhi,North,32.0,Female,207384.0,65670.76,150000.0,Contactless Payment Device,Thursday,Yes I541FN18,American Express,Education,28268.0,2023-03-23 23:34:38,Patna,East,34.0,Female,105658.0,22173.93,150000.0,Point-of-Sale Terminal,Thursday,No V286FI33,Mastercard,Retail,31747.0,2023-03-24 06:15:19,Surat,West,55.0,Male,42936.0,28256.31,50000.0,Desktop,Friday,Yes F992MT39,Visa,Online Shopping,43311.0,2023-03-24 16:42:16,Kolkata,East,,Female,92642.0,30149.58,100000.0,Contactless Payment Device,Friday,No K286HS44,Visa,Entertainment,68346.0,2023-03-24 19:57:24,Mumbai,West,28.0,Female,110884.0,48272.42,100000.0,Point-of-Sale Terminal,Friday,No D975QE17,RuPay,Transportation,81240.0,2023-03-24 23:29:27,Kochi,South,66.0,Male,,85928.86,100000.0,Point-of-Sale Terminal,Friday,Yes U812VR70,Visa,Retail,94898.0,2023-03-25 07:25:33,Hyderabad,South,76.0,Male,94319.0,93506.9,100000.0,Unknown,Saturday,Yes D334DX39,Visa,Retail,25148.0,2023-03-25 16:36:32,Mumbai,West,51.0,Female,36133.0,26392.32,50000.0,Point-of-Sale Terminal,Saturday,No T580FN62,Visa,Online Shopping,57734.0,2023-03-26 00:40:23,Jaipur,North,54.0,Female,,63285.31,100000.0,Unknown,Sunday,No P369ZW15,Visa,Retail,68889.0,2023-03-26 11:28:07,Kochi,South,24.0,Female,267782.0,60795.67,200000.0,Mobile,Sunday,No U258XB67,Mastercard,Online Shopping,88566.0,2023-03-26 17:19:31,Kolkata,East,32.0,Male,207645.0,84688.65,150000.0,Point-of-Sale Terminal,Sunday,No V878TQ78,Mastercard,Entertainment,98376.0,2023-03-26 23:50:11,Patna,East,66.0,Female,77289.0,54132.78,100000.0,Unknown,Sunday,No N362UH65,Mastercard,Retail,129353.0,2023-03-27 11:32:19,Lucknow,North,30.0,Male,256979.0,84220.85,200000.0,Desktop,Monday,No D700AF45,Visa,Entertainment,31017.0,2023-03-28 08:23:43,Hyderabad,South,47.0,Male,50899.0,22306.01,50000.0,Point-of-Sale Terminal,Tuesday,No Z238JD71,Mastercard,Retail,75605.0,2023-03-28 11:34:23,Delhi,North,,Male,128096.0,59459.45,150000.0,Point-of-Sale Terminal,Tuesday,No B287RX42,Visa,Education,49783.0,2023-03-28 12:21:00,Chennai,South,41.0,Female,150042.0,45307.75,200000.0,Unknown,Tuesday,No T501KV68,Visa,Online Shopping,43792.0,2023-03-28 18:49:27,Delhi,North,74.0,Male,65682.0,21354.85,50000.0,Mobile,Tuesday,No F311JH30,Mastercard,Online Shopping,47865.0,2023-03-29 02:06:14,Lucknow,North,36.0,Male,46049.0,28256.48,50000.0,Contactless Payment Device,Wednesday,No T708AM89,Visa,Dining,144410.0,2023-03-29 07:19:28,Lucknow,North,58.0,Female,257585.0,95793.35,200000.0,Contactless Payment Device,Wednesday,No K778RT19,Visa,Healthcare,28801.0,2023-03-29 22:39:22,Pune,West,54.0,Male,199478.0,24735.49,150000.0,Contactless Payment Device,Wednesday,No D728PX26,Visa,Healthcare,105147.0,2023-03-30 03:30:50,Jaipur,North,46.0,Male,219623.0,57702.18,150000.0,Desktop,Thursday,No R206FZ33,RuPay,Retail,42085.0,2023-03-30 04:15:44,Jaipur,North,,Female,149883.0,46132.54,100000.0,Mobile,Thursday,No T115VL42,Visa,Retail,57599.0,2023-03-30 05:52:36,Hyderabad,South,62.0,Male,215706.0,75295.9,200000.0,Point-of-Sale Terminal,Thursday,No F344MB17,Visa,Retail,53646.0,2023-03-30 08:32:15,Mumbai,West,26.0,Female,214550.0,42511.7,200000.0,Unknown,Thursday,No N858FG35,American Express,Utility bill,25497.0,2023-03-30 12:28:26,Hyderabad,South,44.0,Male,40412.0,34590.12,50000.0,Unknown,Thursday,Yes O439KW98,American Express,Transportation,160102.0,2023-03-30 16:27:32,Kolkata,East,44.0,Female,269157.0,193689.56,200000.0,Contactless Payment Device,Thursday,No M850WL74,Visa,Dining,31073.0,2023-03-30 18:05:06,Hyderabad,South,71.0,Male,45561.0,29869.71,50000.0,Point-of-Sale Terminal,Thursday,No K445XQ89,Visa,Online Shopping,94434.0,2023-03-31 02:03:47,Chennai,South,43.0,Male,134385.0,70494.51,100000.0,Mobile,Friday,No K625AX88,Mastercard,Online Shopping,35807.0,2023-03-31 07:00:00,Pune,West,48.0,Male,66985.0,42153.46,50000.0,Point-of-Sale Terminal,Friday,No I559IG52,Mastercard,Dining,32805.0,2023-03-31 15:00:50,Hyderabad,South,71.0,Male,46211.0,,50000.0,Unknown,Friday,No U227JQ27,Mastercard,Online Shopping,48263.0,2023-04-01 14:31:23,Pune,West,79.0,Female,276199.0,51852.01,200000.0,Point-of-Sale Terminal,Saturday,No S973PQ81,Mastercard,Online Shopping,37763.0,2023-04-01 14:36:39,Kochi,South,55.0,Male,79860.0,45802.78,100000.0,Unknown,Saturday,No J655RW43,Mastercard,Utility bill,56433.0,2023-04-01 14:40:21,Delhi,North,47.0,Male,114254.0,32748.52,100000.0,Unknown,Saturday,No J734IK70,RuPay,Entertainment,59094.0,2023-04-01 23:26:35,Delhi,North,58.0,Female,149036.0,26806.72,100000.0,Unknown,Saturday,Yes X343YE66,Visa,Healthcare,132112.0,2023-04-02 04:07:01,Delhi,North,70.0,Female,187745.0,118377.3,150000.0,Unknown,Sunday,No F182YR58,Mastercard,Utility bill,95052.0,2023-04-02 04:26:11,Surat,West,48.0,Female,84530.0,43952.27,100000.0,Desktop,Sunday,Yes M338AL57,RuPay,Entertainment,180925.0,2023-04-02 04:32:14,Mumbai,West,21.0,Male,199757.0,129279.25,200000.0,Contactless Payment Device,Sunday,No L266UY67,RuPay,Education,93847.0,2023-04-02 04:49:52,Jaipur,North,51.0,Female,191026.0,79603.46,200000.0,Unknown,Sunday,No M773WG31,Mastercard,Retail,59312.0,2023-04-02 18:40:45,Chennai,South,28.0,Male,85729.0,42173.31,100000.0,Desktop,Sunday,No S239CC87,Visa,Entertainment,85461.0,2023-04-03 00:00:33,Delhi,North,29.0,Female,90620.0,70098.14,100000.0,Contactless Payment Device,Monday,No V766HI57,RuPay,Education,65668.0,2023-04-03 01:16:33,Ahmedabad,West,66.0,Female,205258.0,45662.61,200000.0,Desktop,Monday,No C343IY75,Mastercard,Transportation,26316.0,2023-04-03 08:33:25,Chennai,South,60.0,Male,183643.0,13924.75,150000.0,Contactless Payment Device,Monday,No H920MV40,RuPay,Dining,34547.0,2023-04-04 00:18:52,Pune,West,54.0,Female,202907.0,46542.68,200000.0,Contactless Payment Device,Tuesday,No D855DF63,Mastercard,Healthcare,178190.0,2023-04-04 04:27:26,Mumbai,West,47.0,Female,,144978.39,200000.0,Unknown,Tuesday,Yes F839JX27,Visa,Entertainment,59985.0,2023-04-04 12:23:07,Delhi,North,64.0,Male,131590.0,40473.62,100000.0,Point-of-Sale Terminal,Tuesday,Yes S537DJ57,Mastercard,Utility bill,84514.0,2023-04-04 19:07:58,Pune,West,68.0,Female,,84242.56,100000.0,Unknown,Tuesday,No C737SS85,American Express,Online Shopping,151292.0,2023-04-04 21:54:13,Ahmedabad,West,33.0,Male,,199898.29,200000.0,Point-of-Sale Terminal,Tuesday,No V588JK73,RuPay,Retail,46755.0,2023-04-05 13:15:26,Lucknow,North,69.0,Female,231174.0,20972.65,200000.0,Desktop,Wednesday,No A744UA34,American Express,Retail,45694.0,2023-04-06 00:40:25,Kolkata,East,54.0,Male,61019.0,35513.46,50000.0,Mobile,Thursday,No B812LH33,Mastercard,Retail,27792.0,2023-04-06 01:55:00,Patna,East,80.0,Male,37022.0,19556.28,50000.0,Unknown,Thursday,No G376RQ46,Mastercard,Healthcare,47098.0,2023-04-06 05:41:21,Kochi,South,78.0,Male,109253.0,37376.78,100000.0,Desktop,Thursday,No J167XO83,Visa,Healthcare,30691.0,2023-04-06 07:34:12,Bengaluru,South,52.0,Male,175499.0,41970.53,150000.0,Desktop,Thursday,No Z580AY80,Mastercard,Retail,45923.0,2023-04-06 07:58:05,Lucknow,North,61.0,Male,,64020.41,200000.0,Unknown,Thursday,No N394OU95,Mastercard,Online Shopping,101695.0,2023-04-06 10:04:05,Surat,West,68.0,Female,136815.0,99203.58,150000.0,Unknown,Thursday,Yes A902SJ86,RuPay,Utility bill,85148.0,2023-04-06 12:20:58,Kolkata,East,53.0,Female,174457.0,109099.92,200000.0,Unknown,Thursday,No W210CS60,Mastercard,Healthcare,50298.0,2023-04-06 14:06:55,Mumbai,West,75.0,Female,229407.0,35029.58,200000.0,Desktop,Thursday,No E965YX64,American Express,Entertainment,141416.0,2023-04-06 16:34:32,Lucknow,North,49.0,Male,244289.0,104344.8,200000.0,Desktop,Thursday,No H613VU71,Visa,Retail,76070.0,2023-04-06 16:37:41,Patna,East,39.0,Female,136224.0,62191.99,100000.0,Unknown,Thursday,No Y573IL26,Visa,Retail,109053.0,2023-04-06 20:19:18,Jaipur,North,63.0,Male,176656.0,148855.09,150000.0,Desktop,Thursday,Yes B668NA15,Visa,Utility bill,63055.0,2023-04-06 23:42:35,Jaipur,North,73.0,Female,164072.0,85845.35,150000.0,Mobile,Thursday,No I288CE65,Visa,Retail,45242.0,2023-04-07 04:16:38,Surat,West,26.0,Female,138285.0,48689.11,100000.0,Desktop,Friday,No Q755IQ81,American Express,Online Shopping,48852.0,2023-04-07 06:46:57,Jaipur,North,68.0,Female,66621.0,30545.85,50000.0,Unknown,Friday,No W796QJ62,Mastercard,Online Shopping,83856.0,2023-04-07 09:44:18,Delhi,North,22.0,Female,144657.0,49498.11,100000.0,Contactless Payment Device,Friday,No B859KY61,American Express,Utility bill,63011.0,2023-04-07 23:51:47,Jaipur,North,64.0,Male,200949.0,,150000.0,Point-of-Sale Terminal,Friday,No V122SS41,RuPay,Online Shopping,26713.0,2023-04-08 05:52:24,Lucknow,North,67.0,Male,43308.0,28845.85,50000.0,Desktop,Saturday,Yes K271UF58,Mastercard,Dining,91905.0,2023-04-08 16:57:43,Surat,West,44.0,Male,136252.0,83860.99,100000.0,Desktop,Saturday,Yes Y101UE81,Visa,Online Shopping,103769.0,2023-04-09 01:01:53,Mumbai,West,40.0,Female,199242.0,57227.05,150000.0,Desktop,Sunday,Yes M971VA63,RuPay,Retail,27858.0,2023-04-09 05:19:56,Kochi,South,42.0,Male,,17012.39,50000.0,Contactless Payment Device,Sunday,No A174PS48,Visa,Utility bill,121946.0,2023-04-09 18:31:28,Delhi,North,51.0,Male,124763.0,110392.27,150000.0,Point-of-Sale Terminal,Sunday,No R737TX52,Visa,Entertainment,120231.0,2023-04-09 21:27:32,Patna,East,49.0,Female,137453.0,138341.08,150000.0,Contactless Payment Device,Sunday,No I498AF27,Visa,Entertainment,144589.0,2023-04-10 00:15:10,Ahmedabad,West,51.0,Male,241530.0,142283.87,200000.0,Unknown,Monday,No H104PM24,Visa,Transportation,101240.0,2023-04-10 02:15:36,Surat,West,20.0,Female,195063.0,75401.67,150000.0,Mobile,Monday,Yes B190SK37,Visa,Online Shopping,48075.0,2023-04-10 04:43:00,Ahmedabad,West,54.0,Female,114023.0,64816.82,100000.0,Mobile,Monday,No P390YQ92,Visa,Entertainment,125693.0,2023-04-10 17:05:43,Jaipur,North,57.0,Male,107479.0,110474.29,150000.0,Contactless Payment Device,Monday,Yes E976KO52,Mastercard,Transportation,42077.0,2023-04-10 20:57:28,Ahmedabad,West,53.0,Male,46432.0,48602.89,50000.0,Point-of-Sale Terminal,Monday,No H243UY74,Mastercard,Retail,69006.0,2023-04-11 03:27:29,Lucknow,North,57.0,Male,110663.0,30349.01,100000.0,Mobile,Tuesday,No V135NE76,Visa,Transportation,44539.0,2023-04-11 05:54:25,Hyderabad,South,45.0,Male,37504.0,38654.06,50000.0,Contactless Payment Device,Tuesday,No W202QM38,American Express,Entertainment,99188.0,2023-04-11 23:46:32,Pune,West,19.0,Male,116536.0,49442.14,100000.0,Desktop,Tuesday,No A366XQ21,Mastercard,Online Shopping,76938.0,2023-04-12 01:18:05,Patna,East,67.0,Male,134850.0,70796.76,100000.0,Desktop,Wednesday,Yes F678CX17,American Express,Retail,30226.0,2023-04-12 05:43:45,Kolkata,East,55.0,Male,39214.0,36107.0,50000.0,Point-of-Sale Terminal,Wednesday,No T719LR31,RuPay,Utility bill,76959.0,2023-04-12 07:21:58,Ahmedabad,West,51.0,Male,83028.0,82592.82,100000.0,Point-of-Sale Terminal,Wednesday,No H123CV46,Visa,Utility bill,71881.0,2023-04-12 18:11:55,Hyderabad,South,65.0,Male,155115.0,40708.48,150000.0,Contactless Payment Device,Wednesday,No O108BS27,Visa,Retail,47465.0,2023-04-12 20:48:18,Mumbai,West,74.0,Female,37301.0,43852.7,50000.0,Desktop,Wednesday,No D259ZO15,Visa,Online Shopping,63924.0,2023-04-12 23:44:24,Pune,West,74.0,Female,153360.0,46508.3,150000.0,Contactless Payment Device,Wednesday,No F626AT68,RuPay,Education,29661.0,2023-04-13 05:52:39,Pune,West,45.0,Male,88782.0,35873.32,100000.0,Point-of-Sale Terminal,Thursday,Yes F763IM51,RuPay,Utility bill,157609.0,2023-04-13 08:51:45,Pune,West,57.0,Female,156352.0,147873.75,200000.0,Mobile,Thursday,No J645DU86,Mastercard,Education,153334.0,2023-04-13 09:50:35,Kolkata,East,63.0,Female,,68104.22,200000.0,Point-of-Sale Terminal,Thursday,No Z603JB31,Mastercard,Online Shopping,117480.0,2023-04-13 18:03:18,Hyderabad,South,21.0,Male,218367.0,119962.88,150000.0,Desktop,Thursday,No Y297GF53,Visa,Online Shopping,114217.0,2023-04-13 22:22:40,Pune,West,80.0,Female,220991.0,159538.25,200000.0,Point-of-Sale Terminal,Thursday,No E320WC37,Mastercard,Education,37924.0,2023-04-13 23:21:32,Lucknow,North,77.0,Male,199044.0,47343.45,150000.0,Contactless Payment Device,Thursday,No A269ND32,Mastercard,Healthcare,65126.0,2023-04-14 04:36:35,Delhi,North,28.0,Male,,73954.05,100000.0,Desktop,Friday,No J199CM28,RuPay,Entertainment,54500.0,2023-04-14 05:42:31,Bengaluru,South,73.0,Male,141684.0,64586.21,150000.0,Mobile,Friday,No R169NE90,Mastercard,Retail,140641.0,2023-04-14 20:20:23,Ahmedabad,West,30.0,Male,119362.0,133777.32,150000.0,Point-of-Sale Terminal,Friday,Yes T528RW48,Visa,Education,43476.0,2023-04-14 20:48:26,Surat,West,36.0,Female,146598.0,26912.63,100000.0,Unknown,Friday,No M989KG58,Visa,Online Shopping,47862.0,2023-04-15 01:06:40,Jaipur,North,29.0,Male,53719.0,46546.48,50000.0,Point-of-Sale Terminal,Saturday,No N824HL86,RuPay,Retail,43290.0,2023-04-15 05:53:16,Mumbai,West,55.0,Female,141656.0,43832.93,100000.0,Desktop,Saturday,No D566XZ66,Visa,Online Shopping,33823.0,2023-04-15 06:51:05,Kolkata,East,78.0,Male,56399.0,14120.98,50000.0,Desktop,Saturday,Yes D369MD60,Mastercard,Education,30747.0,2023-04-15 08:06:33,Chennai,South,40.0,Female,62898.0,21182.75,50000.0,Contactless Payment Device,Saturday,No U428VJ16,Mastercard,Education,39300.0,2023-04-15 10:18:11,Kochi,South,52.0,Male,67671.0,25374.47,50000.0,Desktop,Saturday,No F586YH97,American Express,Entertainment,76826.0,2023-04-15 11:45:27,Kochi,South,,Male,178402.0,89460.17,150000.0,Mobile,Saturday,No O305JY55,Mastercard,Healthcare,74544.0,2023-04-15 15:45:03,Ahmedabad,West,23.0,Male,72363.0,99946.75,100000.0,Unknown,Saturday,No X295WQ84,Visa,Dining,72018.0,2023-04-15 19:37:41,Bengaluru,South,80.0,Female,148152.0,97265.81,100000.0,Mobile,Saturday,No R326SI83,RuPay,Retail,77184.0,2023-04-16 00:42:54,Mumbai,West,73.0,,94967.0,37157.13,100000.0,Unknown,Sunday,Yes S209MR29,Mastercard,Healthcare,43972.0,2023-04-16 11:31:28,Jaipur,North,78.0,Female,,44313.34,50000.0,Point-of-Sale Terminal,Sunday,No X392JF44,American Express,Dining,38736.0,2023-04-16 14:12:31,Surat,West,74.0,Male,194932.0,36082.74,150000.0,Unknown,Sunday,No K492OZ36,Visa,Healthcare,37967.0,2023-04-16 22:19:24,Bengaluru,South,21.0,Female,48246.0,42726.95,50000.0,Contactless Payment Device,Sunday,Yes T126WU53,Mastercard,Online Shopping,27881.0,2023-04-17 01:26:41,Hyderabad,South,70.0,Male,75622.0,37401.64,100000.0,Mobile,Monday,Yes V773EH61,Visa,Online Shopping,83785.0,2023-04-17 02:06:47,Bengaluru,South,36.0,Male,155693.0,84788.82,150000.0,Desktop,Monday,No Y424FJ15,Visa,Retail,129558.0,2023-04-17 02:53:55,Pune,West,19.0,Male,126625.0,146516.37,150000.0,Mobile,Monday,Yes E736OD86,Visa,Utility bill,31840.0,2023-04-17 10:05:03,Jaipur,North,65.0,Male,66440.0,21990.07,50000.0,Unknown,Monday,No E557IP66,RuPay,Transportation,60780.0,2023-04-17 17:56:43,Kolkata,East,54.0,Male,140674.0,35957.08,100000.0,Unknown,Monday,Yes S247BI57,American Express,Online Shopping,51844.0,2023-04-17 21:48:07,Jaipur,North,18.0,Male,244148.0,35838.54,200000.0,Desktop,Monday,No U994TT46,Visa,Healthcare,42789.0,2023-04-18 00:17:21,Kolkata,East,49.0,Female,168821.0,,200000.0,Point-of-Sale Terminal,Tuesday,Yes O291UE56,Visa,Education,68436.0,2023-04-18 10:11:40,Delhi,North,19.0,Female,166358.0,72280.1,200000.0,Contactless Payment Device,Tuesday,Yes D198TA61,Visa,Online Shopping,42881.0,2023-04-18 23:37:53,Mumbai,West,32.0,Female,139306.0,53312.32,100000.0,Mobile,Tuesday,Yes G152OI30,American Express,Healthcare,104795.0,2023-04-19 03:21:52,Delhi,North,67.0,Female,162580.0,67794.0,150000.0,Mobile,Wednesday,No C554HU20,Mastercard,Dining,48814.0,2023-04-19 10:50:43,Jaipur,North,68.0,Male,70818.0,43685.23,100000.0,Desktop,Wednesday,Yes P481XI40,Visa,Online Shopping,32945.0,2023-04-19 11:20:11,Bengaluru,South,33.0,Female,72374.0,36766.77,100000.0,Point-of-Sale Terminal,Wednesday,Yes B995TZ47,Visa,Retail,37580.0,2023-04-19 14:47:54,Hyderabad,South,66.0,Male,68724.0,24060.43,50000.0,Unknown,Wednesday,No K812GP53,Mastercard,Utility bill,193694.0,2023-04-20 06:02:50,Surat,West,18.0,Female,224677.0,105580.56,200000.0,Unknown,Thursday,No I651EJ13,American Express,Healthcare,26545.0,2023-04-21 03:02:27,Mumbai,West,80.0,Female,51518.0,18153.19,50000.0,Desktop,Friday,No D614LO23,RuPay,Entertainment,59495.0,2023-04-21 05:02:23,Surat,West,72.0,Male,,57365.7,100000.0,Desktop,Friday,No B440GD28,Mastercard,Online Shopping,173300.0,2023-04-21 05:25:20,Pune,West,24.0,Female,236766.0,,200000.0,Unknown,Friday,No M765VX59,Mastercard,Entertainment,78603.0,2023-04-21 07:46:40,Ahmedabad,West,59.0,Male,213291.0,43929.57,200000.0,Contactless Payment Device,Friday,No U275GC98,Visa,Online Shopping,145278.0,2023-04-22 21:51:29,Kochi,South,42.0,Male,204541.0,,200000.0,Unknown,Saturday,No Z650KV96,American Express,Dining,96120.0,2023-04-23 03:42:30,Hyderabad,South,25.0,Female,214625.0,116535.43,200000.0,Mobile,Sunday,Yes E876FT10,RuPay,Entertainment,169365.0,2023-04-23 08:27:31,Hyderabad,South,52.0,Male,298626.0,128812.83,200000.0,Point-of-Sale Terminal,Sunday,Yes B127HZ89,Visa,Utility bill,173591.0,2023-04-23 14:24:23,Pune,West,71.0,Female,150013.0,153817.96,200000.0,Point-of-Sale Terminal,Sunday,No E510ZK83,Visa,Dining,45543.0,2023-04-23 18:57:40,Kochi,South,18.0,Male,181610.0,53685.54,150000.0,Mobile,Sunday,Yes U479MZ43,Visa,Transportation,92055.0,2023-04-24 21:01:28,Bengaluru,South,52.0,Female,209397.0,56050.7,150000.0,Mobile,Monday,Yes T618TX89,Mastercard,Transportation,35807.0,2023-04-24 22:40:49,Hyderabad,South,79.0,Female,74521.0,40906.65,100000.0,Contactless Payment Device,Monday,No K664PZ73,RuPay,Education,26067.0,2023-04-25 03:32:39,Patna,East,57.0,Female,,22413.9,200000.0,Unknown,Tuesday,Yes F483PE77,Mastercard,Healthcare,42352.0,2023-04-25 08:27:07,Mumbai,West,73.0,Female,161645.0,17308.47,200000.0,Desktop,Tuesday,No F968JB41,American Express,Education,83587.0,2023-04-25 15:04:53,Kochi,South,26.0,Female,109824.0,73664.69,100000.0,Contactless Payment Device,Tuesday,No G391VY56,American Express,Retail,29991.0,2023-04-26 00:30:07,Pune,West,56.0,Female,160316.0,40111.17,200000.0,Desktop,Wednesday,Yes Y589YP47,Visa,Utility bill,137683.0,2023-04-26 02:38:46,Ahmedabad,West,80.0,Female,140894.0,111846.03,200000.0,Mobile,Wednesday,No G640JF22,Mastercard,Entertainment,86032.0,2023-04-26 03:06:54,Ahmedabad,West,32.0,Female,,47204.33,100000.0,Contactless Payment Device,Wednesday,No M622KB92,Visa,Education,73504.0,2023-04-26 04:24:38,Hyderabad,South,18.0,Male,110149.0,33679.37,100000.0,Mobile,Wednesday,Yes X564NY69,Visa,Healthcare,71642.0,2023-04-27 00:06:12,Kochi,South,51.0,Male,89843.0,92559.31,100000.0,Desktop,Thursday,No Z551AC29,Mastercard,Retail,31189.0,2023-04-27 05:33:28,Kochi,South,57.0,Female,53072.0,15386.41,50000.0,Desktop,Thursday,No J805MN72,RuPay,Healthcare,25443.0,2023-04-27 12:34:15,Hyderabad,South,41.0,Female,63180.0,15924.3,50000.0,Contactless Payment Device,Thursday,Yes P689QC92,RuPay,Online Shopping,133768.0,2023-04-28 03:49:35,Lucknow,North,78.0,Male,278275.0,172683.42,200000.0,Contactless Payment Device,Friday,No Z322QZ51,RuPay,Education,123629.0,2023-04-28 05:03:05,Kolkata,East,73.0,Female,260721.0,101508.0,200000.0,Desktop,Friday,No Y909QZ57,RuPay,Utility bill,51817.0,2023-04-28 12:05:20,Lucknow,North,42.0,Female,185214.0,47122.48,150000.0,Contactless Payment Device,Friday,Yes L239PM30,Mastercard,Transportation,37973.0,2023-04-28 12:09:40,Chennai,South,76.0,Female,46308.0,,50000.0,Point-of-Sale Terminal,Friday,Yes B946BF29,Mastercard,Online Shopping,85924.0,2023-04-28 14:07:09,Delhi,North,26.0,Female,144308.0,73838.24,100000.0,Desktop,Friday,No K971XV67,Visa,Online Shopping,146889.0,2023-04-28 19:27:36,Pune,West,21.0,Female,172160.0,101636.9,200000.0,Unknown,Friday,Yes B394VT75,Visa,Online Shopping,140643.0,2023-04-29 14:50:40,Surat,West,53.0,Male,253841.0,91493.2,200000.0,Mobile,Saturday,No Z321OI58,Mastercard,Education,69866.0,2023-04-30 00:02:45,Jaipur,North,59.0,Male,127239.0,55313.51,100000.0,Contactless Payment Device,Sunday,Yes J371YR96,RuPay,Online Shopping,86156.0,2023-04-30 06:55:15,Hyderabad,South,25.0,Female,282398.0,,200000.0,Mobile,Sunday,No E406MT66,Visa,Utility bill,28320.0,2023-04-30 13:33:08,Ahmedabad,West,43.0,Male,61572.0,28216.53,50000.0,Point-of-Sale Terminal,Sunday,Yes R499HY14,RuPay,Transportation,67095.0,2023-04-30 13:47:45,Jaipur,North,64.0,Male,136909.0,71629.55,100000.0,Unknown,Sunday,Yes G148PP79,Visa,Online Shopping,27765.0,2023-05-01 05:56:36,Delhi,North,29.0,Male,99283.0,26698.67,100000.0,Desktop,Monday,No E566DH19,Visa,Healthcare,86353.0,2023-05-01 07:33:12,Kochi,South,70.0,Female,,111645.54,200000.0,Mobile,Monday,Yes R643BE42,Mastercard,Online Shopping,39466.0,2023-05-01 15:25:42,Bengaluru,South,44.0,Female,62332.0,44932.27,50000.0,Contactless Payment Device,Monday,No Z322XY94,Visa,Retail,92875.0,2023-05-01 22:15:04,Chennai,South,32.0,Female,113109.0,53738.21,150000.0,Mobile,Monday,Yes I428ZH12,American Express,Dining,161590.0,2023-05-02 02:03:43,Mumbai,West,55.0,Male,146277.0,179158.3,200000.0,Unknown,Tuesday,Yes X219QY99,Mastercard,Healthcare,92525.0,2023-05-02 12:14:31,Patna,East,70.0,Female,107918.0,66734.13,100000.0,Mobile,Tuesday,Yes V845OH23,American Express,Retail,27975.0,2023-05-02 20:19:44,Patna,East,35.0,Male,54778.0,35000.55,50000.0,Desktop,Tuesday,No P913MW56,American Express,Entertainment,170405.0,2023-05-03 04:00:15,Lucknow,North,43.0,Male,181516.0,149876.4,200000.0,Mobile,Wednesday,Yes M233WK97,RuPay,Education,124746.0,2023-05-03 04:07:39,Lucknow,North,44.0,Female,202472.0,59729.92,150000.0,Unknown,Wednesday,No V221FY70,RuPay,Retail,36856.0,2023-05-03 06:23:26,Patna,East,36.0,Male,57139.0,41638.82,50000.0,Unknown,Wednesday,No I576VM11,Visa,Retail,162852.0,2023-05-03 12:20:09,Jaipur,North,69.0,Male,208666.0,144629.59,200000.0,Point-of-Sale Terminal,Wednesday,No Z707NE48,Mastercard,Entertainment,83285.0,2023-05-03 23:39:19,Ahmedabad,West,40.0,Male,118098.0,46460.2,100000.0,Unknown,Wednesday,No N784SZ53,Visa,Dining,66142.0,2023-05-04 06:03:29,Patna,East,31.0,Male,275326.0,85752.71,200000.0,Contactless Payment Device,Thursday,No I344SA44,Mastercard,Entertainment,112872.0,2023-05-04 12:56:16,Jaipur,North,43.0,Female,271361.0,69816.87,200000.0,Unknown,Thursday,No V727TO18,American Express,Dining,84040.0,2023-05-04 16:19:40,Kolkata,East,75.0,Female,201295.0,68149.07,200000.0,Point-of-Sale Terminal,Thursday,Yes I634RZ69,RuPay,Retail,166559.0,2023-05-05 03:45:03,Bengaluru,South,23.0,Male,207494.0,78222.96,200000.0,Contactless Payment Device,Friday,Yes W365LU95,Visa,Dining,133572.0,2023-05-05 08:52:43,Bengaluru,South,27.0,Female,205591.0,59883.59,150000.0,Mobile,Friday,Yes A827BQ37,American Express,Online Shopping,39287.0,2023-05-05 15:56:16,Jaipur,North,58.0,Male,47504.0,34526.7,50000.0,Unknown,Friday,No D455CI45,Visa,Entertainment,47991.0,2023-05-05 20:40:34,Patna,East,44.0,Male,127304.0,51957.06,100000.0,Contactless Payment Device,Friday,No O736DC13,American Express,Entertainment,32421.0,2023-05-05 23:44:34,Jaipur,North,30.0,Male,83554.0,30750.88,100000.0,Unknown,Friday,Yes I989JH62,Visa,Dining,27169.0,2023-05-06 06:02:12,Surat,West,77.0,Male,41313.0,14022.98,50000.0,Point-of-Sale Terminal,Saturday,No J402SE64,RuPay,Education,96160.0,2023-05-06 07:08:34,Kochi,South,68.0,Female,291567.0,121050.6,200000.0,Unknown,Saturday,No H617JM79,Mastercard,Retail,57401.0,2023-05-06 14:12:58,Jaipur,North,24.0,Female,134702.0,69127.65,100000.0,Mobile,Saturday,Yes M109NV44,Visa,Healthcare,145668.0,2023-05-06 16:04:30,Bengaluru,South,38.0,Female,196462.0,,200000.0,Contactless Payment Device,Saturday,No F402HY38,Visa,Entertainment,70077.0,2023-05-06 16:34:29,Lucknow,North,46.0,Male,148944.0,88377.93,150000.0,Desktop,Saturday,No B710YG58,American Express,Dining,85587.0,2023-05-07 04:01:04,Hyderabad,South,30.0,Female,,40655.25,100000.0,Desktop,Sunday,No B932TL53,Mastercard,Dining,34967.0,2023-05-07 05:49:07,Lucknow,North,77.0,,,20007.02,200000.0,Point-of-Sale Terminal,Sunday,Yes O682EL98,RuPay,Online Shopping,95231.0,2023-05-07 07:36:44,Jaipur,North,38.0,Male,84027.0,88637.39,100000.0,Point-of-Sale Terminal,Sunday,No S408JZ91,Mastercard,Dining,34018.0,2023-05-07 09:20:18,Hyderabad,South,71.0,Male,182020.0,43332.69,200000.0,Mobile,Sunday,No R231LY37,Visa,Dining,36244.0,2023-05-07 17:29:23,Lucknow,North,80.0,Male,109551.0,30810.85,100000.0,Contactless Payment Device,Sunday,No O449OH74,RuPay,Utility bill,96216.0,2023-05-07 20:55:25,Lucknow,North,31.0,Female,85116.0,89004.55,100000.0,Desktop,Sunday,No K409PT84,Visa,Retail,71791.0,2023-05-07 22:37:09,Ahmedabad,West,45.0,Female,111922.0,95963.14,100000.0,Unknown,Sunday,No I122AO36,RuPay,Retail,45955.0,2023-05-08 11:06:18,Bengaluru,South,79.0,Male,51309.0,30076.69,50000.0,Unknown,Monday,No T262DX57,Mastercard,Retail,25909.0,2023-05-09 01:50:13,Kochi,South,46.0,Male,267337.0,12291.97,200000.0,Contactless Payment Device,Tuesday,No W819PT85,Visa,Dining,114668.0,2023-05-09 07:34:03,Patna,East,36.0,Male,121830.0,87037.21,150000.0,Point-of-Sale Terminal,Tuesday,No R738TF35,Mastercard,Retail,90679.0,2023-05-09 23:57:18,Hyderabad,South,56.0,,143228.0,77108.92,200000.0,Contactless Payment Device,Tuesday,Yes P707NZ52,Mastercard,Education,59017.0,2023-05-10 02:37:41,Chennai,South,58.0,Male,202136.0,52608.18,150000.0,Point-of-Sale Terminal,Wednesday,Yes P730HQ64,Mastercard,Online Shopping,27955.0,2023-05-10 04:58:25,Bengaluru,South,38.0,Female,44635.0,21724.15,50000.0,Point-of-Sale Terminal,Wednesday,Yes N497TW43,Mastercard,Online Shopping,94463.0,2023-05-10 10:42:00,Surat,West,72.0,Female,273663.0,112344.17,200000.0,Unknown,Wednesday,No G814JC38,Visa,Utility bill,87514.0,2023-05-10 15:41:16,Surat,West,68.0,Female,79111.0,,100000.0,Unknown,Wednesday,No B138BF55,Visa,Retail,45428.0,2023-05-10 20:52:24,Pune,West,52.0,Male,156138.0,55058.59,150000.0,Desktop,Wednesday,No Q777PO36,Mastercard,Education,29952.0,2023-05-10 22:41:02,Pune,West,21.0,Female,67793.0,39777.87,50000.0,Contactless Payment Device,Wednesday,Yes B662KO59,Mastercard,Online Shopping,67797.0,2023-05-11 09:56:11,Kochi,South,35.0,Male,145288.0,,100000.0,Desktop,Thursday,No X391WF65,American Express,Healthcare,137108.0,2023-05-11 17:33:49,Patna,East,76.0,Male,114827.0,116772.16,150000.0,Point-of-Sale Terminal,Thursday,Yes P828YP45,Mastercard,Education,40456.0,2023-05-11 19:51:06,Bengaluru,South,32.0,Male,71575.0,34714.03,50000.0,Point-of-Sale Terminal,Thursday,No Q672XZ90,Visa,Transportation,102021.0,2023-05-12 04:17:24,Jaipur,North,76.0,Female,131361.0,111709.08,150000.0,Unknown,Friday,No B312NA60,Mastercard,Utility bill,71790.0,2023-05-12 07:00:42,Surat,West,33.0,Male,164481.0,99976.92,150000.0,Unknown,Friday,No I228NS29,American Express,Transportation,99740.0,2023-05-12 20:40:55,Ahmedabad,West,64.0,Female,156896.0,45700.23,200000.0,Mobile,Friday,No U130TB71,Mastercard,Entertainment,71412.0,2023-05-13 03:30:20,Delhi,North,69.0,Male,143664.0,63107.77,100000.0,Desktop,Saturday,Yes P231FC14,Mastercard,Transportation,25599.0,2023-05-13 10:27:37,Jaipur,North,62.0,Male,38709.0,18679.46,50000.0,Contactless Payment Device,Saturday,No B383BV49,Mastercard,Healthcare,120826.0,2023-05-13 12:21:18,Chennai,South,42.0,Male,140686.0,129029.51,150000.0,,Saturday,Yes V746XQ58,Visa,Education,66579.0,2023-05-13 12:36:56,Kolkata,East,58.0,Female,129235.0,65726.93,100000.0,Unknown,Saturday,Yes O495HX14,Mastercard,Utility bill,55083.0,2023-05-13 17:37:46,Ahmedabad,West,31.0,Male,72942.0,43297.87,100000.0,Unknown,Saturday,Yes D600AU58,Visa,Online Shopping,85030.0,2023-05-13 18:18:02,Delhi,North,27.0,Female,146162.0,80289.91,100000.0,Mobile,Saturday,Yes O585BX34,Visa,Retail,59651.0,2023-05-13 19:35:21,Chennai,South,61.0,Male,178745.0,38631.01,150000.0,,Saturday,Yes W988HN59,Visa,Transportation,33009.0,2023-05-14 17:36:33,Lucknow,North,40.0,Male,201829.0,39049.14,200000.0,Desktop,Sunday,Yes K913ME67,Visa,Online Shopping,98788.0,2023-05-14 22:09:55,Pune,West,75.0,Male,158053.0,81477.53,150000.0,Point-of-Sale Terminal,Sunday,No O549JV78,Visa,Retail,26740.0,2023-05-14 22:26:58,Bengaluru,South,21.0,Female,52737.0,12910.42,50000.0,Unknown,Sunday,No N123OX44,Mastercard,Dining,78702.0,2023-05-15 12:27:36,Jaipur,North,65.0,Male,112500.0,46280.61,150000.0,Desktop,Monday,No V553OO28,Visa,Retail,44240.0,2023-05-16 10:49:18,Hyderabad,South,52.0,Male,74104.0,30408.04,50000.0,Point-of-Sale Terminal,Tuesday,No Y972OZ60,Visa,Online Shopping,43406.0,2023-05-16 20:05:04,Surat,West,52.0,Female,47073.0,42244.57,50000.0,Desktop,Tuesday,Yes V833TJ80,Visa,Dining,69604.0,2023-05-16 21:25:53,Lucknow,North,72.0,Female,221816.0,85871.68,150000.0,Contactless Payment Device,Tuesday,No C497IQ78,Visa,Retail,27848.0,2023-05-16 22:30:25,Jaipur,North,40.0,Male,38612.0,32383.09,50000.0,Mobile,Tuesday,No R240XK24,RuPay,Healthcare,46659.0,2023-05-17 00:26:08,Kolkata,East,70.0,Male,60919.0,49288.88,50000.0,Desktop,Wednesday,No S920XK11,Mastercard,Utility bill,34575.0,2023-05-17 00:29:16,Delhi,North,42.0,Female,41091.0,19399.14,50000.0,Desktop,Wednesday,Yes G462CQ56,Visa,Transportation,40474.0,2023-05-17 04:30:35,Ahmedabad,West,18.0,Female,74799.0,35982.25,50000.0,Unknown,Wednesday,No D407ZE63,Visa,Retail,44873.0,2023-05-17 06:32:34,Patna,East,,Female,91644.0,54164.89,100000.0,Contactless Payment Device,Wednesday,No U506PA35,RuPay,Healthcare,98937.0,2023-05-17 11:58:00,Pune,West,33.0,Female,103645.0,80288.52,100000.0,Contactless Payment Device,Wednesday,No Z144NE44,Mastercard,Dining,40957.0,2023-05-17 12:35:57,Ahmedabad,West,50.0,Female,116008.0,29611.04,100000.0,Contactless Payment Device,Wednesday,No O533KH51,Visa,Online Shopping,64768.0,2023-05-17 16:11:40,Jaipur,North,68.0,Female,70234.0,73742.97,100000.0,Unknown,Wednesday,Yes K187UN63,Mastercard,Retail,129447.0,2023-05-17 19:16:02,Delhi,North,77.0,Male,294014.0,71901.63,200000.0,Desktop,Wednesday,No K581VP55,Visa,Retail,85044.0,2023-05-18 05:56:58,Delhi,North,72.0,Male,92960.0,56659.32,100000.0,Unknown,Thursday,Yes T759GX73,RuPay,Healthcare,61963.0,2023-05-18 11:13:51,Ahmedabad,West,46.0,Female,123689.0,40246.48,150000.0,Mobile,Thursday,Yes R629LZ28,RuPay,Retail,39140.0,2023-05-19 19:10:23,Hyderabad,South,73.0,Female,41816.0,18330.86,50000.0,Mobile,Friday,No Z639ME51,Mastercard,Dining,33752.0,2023-05-20 21:00:02,Pune,West,45.0,Female,184864.0,14033.22,200000.0,Contactless Payment Device,Saturday,No E858AQ57,Mastercard,Online Shopping,99189.0,2023-05-21 08:22:39,Patna,East,36.0,Female,158662.0,125359.94,150000.0,Contactless Payment Device,Sunday,Yes L422PD51,Visa,Online Shopping,191335.0,2023-05-21 17:31:53,Jaipur,North,76.0,Male,151736.0,129474.93,200000.0,Contactless Payment Device,Sunday,No C214BU46,Visa,Entertainment,38225.0,2023-05-21 18:25:41,Kolkata,East,62.0,Female,63889.0,18275.96,50000.0,Point-of-Sale Terminal,Sunday,No Q936RJ26,American Express,Education,30640.0,2023-05-22 00:05:44,Patna,East,39.0,Female,132244.0,38509.13,100000.0,Point-of-Sale Terminal,Monday,No T290ON53,Mastercard,Healthcare,112227.0,2023-05-22 01:27:29,Ahmedabad,West,20.0,Female,199137.0,60740.57,150000.0,Desktop,Monday,No N711AD26,Mastercard,Utility bill,35637.0,2023-05-22 09:16:04,Surat,West,62.0,Male,,,50000.0,Contactless Payment Device,Monday,No F263XE60,Mastercard,Utility bill,41211.0,2023-05-22 16:57:15,Ahmedabad,West,59.0,Male,,48704.14,50000.0,Unknown,Monday,No Q521AL53,RuPay,Online Shopping,33910.0,2023-05-22 23:41:48,Jaipur,North,32.0,Female,58399.0,27974.65,50000.0,Point-of-Sale Terminal,Monday,Yes O373MZ46,Visa,Retail,64104.0,2023-05-23 23:59:53,Kochi,South,67.0,Male,281013.0,37139.04,200000.0,Mobile,Tuesday,No B427HX21,RuPay,Retail,77984.0,2023-05-24 01:53:59,Jaipur,North,31.0,Female,144721.0,61330.39,200000.0,Point-of-Sale Terminal,Wednesday,No T399AJ48,Mastercard,Healthcare,66347.0,2023-05-24 07:55:04,Lucknow,North,36.0,Male,84177.0,66070.66,100000.0,Unknown,Wednesday,No T584OM31,Visa,Healthcare,41879.0,2023-05-25 23:10:27,Bengaluru,South,24.0,Male,41393.0,25464.39,50000.0,Contactless Payment Device,Thursday,No E341NJ83,American Express,Transportation,25553.0,2023-05-26 00:59:00,Ahmedabad,West,62.0,Female,213381.0,18639.46,150000.0,Contactless Payment Device,Friday,Yes K426TR92,RuPay,Dining,67642.0,2023-05-26 05:15:04,Surat,West,67.0,Male,111604.0,63194.43,100000.0,Desktop,Friday,No J774PU23,Visa,Online Shopping,189049.0,2023-05-26 08:01:47,Chennai,South,51.0,Female,207655.0,119444.19,200000.0,Point-of-Sale Terminal,Friday,No N198BP26,Mastercard,Transportation,138117.0,2023-05-26 09:37:23,Kochi,South,34.0,Male,174558.0,76120.97,150000.0,Point-of-Sale Terminal,Friday,No F335JC98,Mastercard,Utility bill,49125.0,2023-05-26 12:47:48,Bengaluru,South,68.0,Male,66769.0,35467.42,50000.0,Desktop,Friday,Yes Y556MQ61,American Express,Online Shopping,79801.0,2023-05-26 13:47:12,Mumbai,West,61.0,Male,126470.0,51566.41,100000.0,Contactless Payment Device,Friday,No T325NV52,Visa,Dining,,2023-05-27 00:14:33,Jaipur,North,54.0,Male,198643.0,170685.84,200000.0,Contactless Payment Device,Saturday,Yes V937NW51,Mastercard,Retail,35543.0,2023-05-27 05:54:09,Surat,West,74.0,Female,51220.0,34427.1,50000.0,Mobile,Saturday,No D427YA77,RuPay,Online Shopping,136133.0,2023-05-27 12:45:44,Chennai,South,58.0,Female,,84126.7,150000.0,Point-of-Sale Terminal,Saturday,No M706IF29,Mastercard,Retail,90499.0,2023-05-27 16:17:11,Pune,West,78.0,Male,134600.0,60906.91,100000.0,Mobile,Saturday,No V923IH77,Visa,Online Shopping,30110.0,2023-05-27 22:12:18,Bengaluru,South,54.0,Female,128762.0,26205.31,150000.0,Contactless Payment Device,Saturday,No B235XX95,American Express,Entertainment,26883.0,2023-05-27 22:25:25,Mumbai,West,63.0,Male,37812.0,37559.19,50000.0,Point-of-Sale Terminal,Saturday,No P563UO78,Mastercard,Healthcare,44087.0,2023-05-28 01:28:08,Hyderabad,South,29.0,Female,112114.0,,150000.0,Contactless Payment Device,Sunday,Yes Q119BB76,Mastercard,Retail,167578.0,2023-05-28 13:39:14,Surat,West,39.0,Male,198723.0,176979.32,200000.0,,Sunday,No Q205JC54,Visa,Entertainment,76510.0,2023-05-28 16:08:25,Bengaluru,South,74.0,Female,114420.0,97266.22,100000.0,Point-of-Sale Terminal,Sunday,No Y690NP55,Visa,Online Shopping,95726.0,2023-05-28 18:15:43,Jaipur,North,37.0,Male,104565.0,91465.93,100000.0,Unknown,Sunday,Yes R993IU30,Visa,Retail,91029.0,2023-05-28 20:59:30,Bengaluru,South,75.0,Male,148663.0,87192.4,100000.0,Desktop,Sunday,No E934BX75,Mastercard,Utility bill,36054.0,2023-05-29 07:46:21,Kolkata,East,21.0,Female,61925.0,18004.75,50000.0,Contactless Payment Device,Monday,Yes I867AW75,American Express,Education,88878.0,2023-05-29 10:00:46,Mumbai,West,21.0,Female,203870.0,113064.88,200000.0,Contactless Payment Device,Monday,No Z774HY24,Visa,Retail,112408.0,2023-05-30 01:56:54,Bengaluru,South,20.0,Female,121139.0,93112.36,150000.0,Mobile,Tuesday,No T615RO41,Mastercard,Utility bill,83786.0,2023-05-30 16:04:37,Hyderabad,South,77.0,Female,104245.0,37668.93,100000.0,Point-of-Sale Terminal,Tuesday,No N411FO73,Visa,Online Shopping,57711.0,2023-05-30 23:55:40,Jaipur,North,43.0,Female,174776.0,28903.13,150000.0,Unknown,Tuesday,No F789PK85,RuPay,Online Shopping,35271.0,2023-05-31 22:14:00,Delhi,North,69.0,Female,38684.0,23897.75,50000.0,Contactless Payment Device,Wednesday,No R285ED48,Mastercard,Utility bill,33301.0,2023-06-01 05:38:55,Bengaluru,South,60.0,Male,84155.0,24922.07,100000.0,Mobile,Thursday,No N934AC58,Visa,Entertainment,94093.0,2023-06-02 00:35:26,Chennai,South,52.0,Male,206490.0,129514.92,200000.0,Contactless Payment Device,Friday,Yes P981GQ96,American Express,Dining,82929.0,2023-06-02 03:59:55,Chennai,South,78.0,Male,209120.0,104258.14,150000.0,Unknown,Friday,No Z205HI19,Visa,Dining,41917.0,2023-06-02 05:01:05,Surat,West,50.0,Male,68975.0,40014.87,50000.0,Desktop,Friday,No P282AK14,RuPay,Transportation,25023.0,2023-06-02 13:23:09,Mumbai,West,49.0,Female,60972.0,14656.75,50000.0,Mobile,Friday,No F839TB47,Mastercard,Dining,95593.0,2023-06-02 13:25:48,Pune,West,30.0,Male,75289.0,53021.47,100000.0,Mobile,Friday,No J301XV10,American Express,Utility bill,40804.0,2023-06-02 18:03:34,Surat,West,45.0,,130115.0,40685.59,100000.0,Point-of-Sale Terminal,Friday,No G777RT83,Mastercard,Online Shopping,47525.0,2023-06-03 01:46:28,Surat,West,27.0,Female,107403.0,23408.7,100000.0,Mobile,Saturday,No H469MO22,RuPay,Online Shopping,54859.0,2023-06-03 08:32:57,Pune,West,21.0,Female,175655.0,38039.79,150000.0,Unknown,Saturday,No X145OE26,Visa,Online Shopping,37251.0,2023-06-03 15:50:50,Patna,East,66.0,Female,36905.0,33165.08,50000.0,Unknown,Saturday,No X612YK74,Mastercard,Retail,46346.0,2023-06-03 19:21:12,Chennai,South,47.0,Female,71766.0,55739.21,100000.0,Contactless Payment Device,Saturday,No B231CS25,Visa,Online Shopping,30639.0,2023-06-03 22:44:01,Surat,West,18.0,Male,,25983.43,50000.0,Unknown,Saturday,Yes F527RU80,RuPay,Retail,65164.0,2023-06-04 05:58:07,Bengaluru,South,,Male,159659.0,79311.57,150000.0,Contactless Payment Device,Sunday,No R691EX70,Visa,Online Shopping,40052.0,2023-06-04 19:29:07,Pune,West,49.0,Female,291306.0,27619.17,200000.0,Point-of-Sale Terminal,Sunday,No X160PL97,Visa,Transportation,78502.0,2023-06-04 20:56:49,Jaipur,North,25.0,Female,78733.0,44962.55,100000.0,Mobile,Sunday,No W939NV46,Visa,Entertainment,31864.0,2023-06-05 08:33:20,Pune,West,67.0,Female,63593.0,20084.08,50000.0,Contactless Payment Device,Monday,No M304DS88,Visa,Healthcare,45021.0,2023-06-05 20:05:57,Lucknow,North,77.0,Male,60790.0,33441.34,50000.0,Desktop,Monday,No U398FN84,Mastercard,Utility bill,137701.0,2023-06-06 00:40:47,Mumbai,West,20.0,Female,,150418.92,200000.0,Point-of-Sale Terminal,Tuesday,No A551NS17,Visa,Retail,108272.0,2023-06-06 01:14:36,Lucknow,North,24.0,,127141.0,127365.96,150000.0,Unknown,Tuesday,No I153PF82,American Express,Education,36909.0,2023-06-06 06:53:02,Ahmedabad,West,47.0,Male,74499.0,28065.54,50000.0,Contactless Payment Device,Tuesday,No A610BI56,Visa,Online Shopping,85598.0,2023-06-06 14:14:27,Patna,East,40.0,Female,231810.0,94663.4,200000.0,Point-of-Sale Terminal,Tuesday,Yes G971KV31,,Entertainment,44098.0,2023-06-06 23:24:59,Patna,East,79.0,Male,121722.0,41005.1,150000.0,Mobile,Tuesday,Yes G331BU92,Visa,Retail,83510.0,2023-06-07 18:35:51,Delhi,North,52.0,Female,246557.0,50546.75,200000.0,Point-of-Sale Terminal,Wednesday,No K498RB44,Visa,Online Shopping,98236.0,2023-06-08 05:33:17,Mumbai,West,59.0,Male,104022.0,71503.15,100000.0,Mobile,Thursday,No Z686BV81,RuPay,Healthcare,176872.0,2023-06-08 15:53:49,Jaipur,North,66.0,Male,197026.0,172596.59,200000.0,Unknown,Thursday,No T306YE91,Visa,Dining,35750.0,2023-06-08 16:03:58,Delhi,North,48.0,Male,42882.0,35635.12,50000.0,Mobile,Thursday,No O859MT16,Mastercard,Dining,160869.0,2023-06-08 18:16:12,Surat,West,55.0,,270216.0,109903.01,200000.0,Unknown,Thursday,Yes T427ZP14,RuPay,Utility bill,183564.0,2023-06-09 01:28:57,Lucknow,North,53.0,Female,292935.0,88044.09,200000.0,Contactless Payment Device,Friday,Yes Q486AT75,Mastercard,Education,37982.0,2023-06-09 04:33:05,Chennai,South,62.0,Male,60161.0,25917.7,50000.0,Desktop,Friday,No Z328HC19,Mastercard,Healthcare,131097.0,2023-06-09 05:23:39,Delhi,North,54.0,Male,165294.0,83537.67,150000.0,Contactless Payment Device,Friday,No C553VY63,RuPay,Dining,156729.0,2023-06-10 00:23:17,Hyderabad,South,39.0,Male,,199595.1,200000.0,Unknown,Saturday,Yes O941EX22,Visa,Healthcare,56657.0,2023-06-10 04:13:39,Lucknow,North,37.0,Male,229299.0,57969.93,200000.0,Desktop,Saturday,No L795ET31,American Express,Online Shopping,47298.0,2023-06-10 21:29:23,Hyderabad,South,22.0,Male,142411.0,27174.46,150000.0,Point-of-Sale Terminal,Saturday,No S910NE75,RuPay,Education,46931.0,2023-06-11 06:24:58,Patna,East,31.0,Female,54938.0,31668.86,50000.0,Desktop,Sunday,No H676BL75,Visa,Education,80387.0,2023-06-11 06:54:35,Bengaluru,South,45.0,Male,277572.0,37012.64,200000.0,Contactless Payment Device,Sunday,No G278MR58,RuPay,Online Shopping,67767.0,2023-06-11 12:24:39,Mumbai,West,18.0,Female,,80585.04,100000.0,Mobile,Sunday,No O240VG75,Mastercard,Retail,130071.0,2023-06-11 20:57:44,Pune,West,74.0,Male,167071.0,72013.26,150000.0,Contactless Payment Device,Sunday,No B821ED88,RuPay,Dining,73679.0,2023-06-11 22:29:37,Lucknow,North,42.0,Female,120144.0,73512.79,150000.0,Mobile,Sunday,No F458XL70,RuPay,Dining,35502.0,2023-06-11 23:50:07,Hyderabad,South,54.0,Female,53047.0,26674.64,50000.0,Point-of-Sale Terminal,Sunday,No T243WE61,Mastercard,Education,74430.0,2023-06-12 13:56:41,Ahmedabad,West,32.0,Male,280204.0,43869.61,200000.0,Contactless Payment Device,Monday,No A820RU51,RuPay,Dining,74220.0,2023-06-12 14:45:07,Kochi,South,38.0,Female,141736.0,40710.96,100000.0,Point-of-Sale Terminal,Monday,No S512YV83,American Express,Utility bill,38360.0,2023-06-12 21:18:19,Lucknow,North,74.0,Female,136939.0,47007.74,100000.0,Desktop,Monday,No T752PN81,Visa,Dining,42813.0,2023-06-13 17:04:58,Kolkata,East,38.0,Male,66679.0,45647.11,50000.0,Point-of-Sale Terminal,Tuesday,No O981RJ89,Visa,Education,107328.0,2023-06-13 21:36:38,Jaipur,North,68.0,Male,254312.0,135015.09,200000.0,Unknown,Tuesday,No J312VU32,Visa,Entertainment,46274.0,2023-06-14 03:09:20,Hyderabad,South,24.0,Male,61867.0,44688.99,50000.0,Mobile,Wednesday,No G810LO49,RuPay,Online Shopping,46776.0,2023-06-14 03:50:38,Surat,West,46.0,Female,39218.0,25013.34,50000.0,Desktop,Wednesday,No K598QG20,Visa,Online Shopping,135380.0,2023-06-15 00:33:07,Pune,West,71.0,Female,248871.0,81527.88,200000.0,Desktop,Thursday,No Y129WD34,American Express,Entertainment,61534.0,2023-06-15 18:25:49,Surat,West,57.0,Male,165037.0,31480.42,200000.0,Mobile,Thursday,No L764VJ59,Visa,Entertainment,47385.0,2023-06-15 20:35:23,Chennai,South,39.0,Male,65112.0,40982.39,50000.0,Point-of-Sale Terminal,Thursday,No A128JL28,Visa,Entertainment,47107.0,2023-06-15 23:47:03,Bengaluru,South,48.0,Male,43382.0,44587.83,50000.0,Desktop,Thursday,No V989EA50,Visa,Online Shopping,67756.0,2023-06-16 17:55:36,Hyderabad,South,53.0,Female,230571.0,32608.01,200000.0,Unknown,Friday,Yes B478UY24,Visa,Education,83552.0,2023-06-16 21:25:57,Lucknow,North,56.0,Female,127146.0,42347.76,150000.0,Point-of-Sale Terminal,Friday,No E689XZ48,Visa,Transportation,53586.0,2023-06-17 01:19:29,Kolkata,East,22.0,Female,202126.0,74976.81,200000.0,Unknown,Saturday,No P818CY82,American Express,Transportation,90633.0,2023-06-17 01:21:47,Delhi,North,39.0,Female,139286.0,77959.09,100000.0,Contactless Payment Device,Saturday,No W993TR96,RuPay,Education,97123.0,2023-06-17 03:34:31,Kochi,South,44.0,Female,111753.0,81299.53,100000.0,Desktop,Saturday,Yes C807TR36,Visa,Retail,52766.0,2023-06-17 23:40:30,Patna,East,41.0,Male,209122.0,67237.73,200000.0,Desktop,Saturday,No Q162QR49,Mastercard,Dining,74030.0,2023-06-18 00:31:01,Kolkata,East,77.0,Male,,63986.38,150000.0,Mobile,Sunday,Yes C333DI42,American Express,Education,65874.0,2023-06-18 03:46:28,Hyderabad,South,33.0,Male,103367.0,88375.03,100000.0,Unknown,Sunday,No R386WK29,Visa,Dining,195205.0,2023-06-18 21:30:28,Lucknow,North,70.0,Male,253753.0,148315.61,200000.0,Unknown,Sunday,Yes X116KO84,RuPay,Retail,44924.0,2023-06-19 01:03:03,Hyderabad,South,45.0,Female,49738.0,41170.35,50000.0,Contactless Payment Device,Monday,Yes A982UA97,Mastercard,Utility bill,60929.0,2023-06-19 03:01:04,Surat,West,38.0,Female,200971.0,60713.74,150000.0,Contactless Payment Device,Monday,Yes M925RR69,RuPay,Retail,53460.0,2023-06-19 03:23:20,Lucknow,North,31.0,,231725.0,53745.67,200000.0,Mobile,Monday,No G538PX17,RuPay,Transportation,35302.0,2023-06-19 04:47:17,Mumbai,West,58.0,Male,62425.0,18988.77,50000.0,Unknown,Monday,No J207IG62,Mastercard,Retail,31103.0,2023-06-19 12:16:20,Jaipur,North,65.0,Female,85900.0,23123.35,100000.0,Desktop,Monday,No D958XQ43,RuPay,Online Shopping,58313.0,2023-06-19 13:12:58,Bengaluru,South,73.0,Female,209507.0,37025.2,150000.0,Unknown,Monday,No V716AM37,Mastercard,Entertainment,91880.0,2023-06-19 13:50:10,Ahmedabad,West,62.0,Female,97331.0,93309.61,100000.0,Mobile,Monday,No O940RY41,RuPay,Education,37803.0,2023-06-19 20:33:03,Kolkata,East,37.0,Female,71221.0,42919.65,50000.0,Desktop,Monday,No Y834VB74,American Express,Retail,133369.0,2023-06-19 21:37:11,Hyderabad,South,76.0,Male,213475.0,89710.74,150000.0,Point-of-Sale Terminal,Monday,No G183AJ51,Mastercard,Transportation,140796.0,2023-06-20 02:06:09,Surat,West,33.0,Female,,140958.61,200000.0,Mobile,Tuesday,No Y873BJ88,RuPay,Utility bill,63724.0,2023-06-20 12:18:47,Delhi,North,72.0,Female,138108.0,81833.67,100000.0,Unknown,Tuesday,Yes X360UN51,Mastercard,Entertainment,45798.0,2023-06-20 14:03:09,Pune,West,21.0,Female,64400.0,49231.07,50000.0,Contactless Payment Device,Tuesday,No P354PM20,RuPay,Entertainment,95442.0,2023-06-20 14:07:59,Surat,West,80.0,Female,184235.0,131552.94,150000.0,Mobile,Tuesday,No J482CN28,Mastercard,Online Shopping,41173.0,2023-06-20 14:35:33,Mumbai,West,39.0,Female,58257.0,26496.79,50000.0,Mobile,Tuesday,No U495LS57,Visa,Education,105910.0,2023-06-20 19:08:39,Surat,West,69.0,Female,145408.0,135419.61,200000.0,Point-of-Sale Terminal,Tuesday,No F683CU52,Mastercard,Utility bill,87104.0,2023-06-20 20:45:31,Delhi,North,76.0,Female,117940.0,74633.79,100000.0,Desktop,Tuesday,No F618RF72,American Express,Healthcare,44115.0,2023-06-21 22:46:25,Kolkata,East,24.0,Female,44255.0,18219.95,50000.0,Point-of-Sale Terminal,Wednesday,No Q889HL59,Visa,Entertainment,30290.0,2023-06-22 02:51:12,Pune,West,42.0,Female,71819.0,22289.59,100000.0,Mobile,Thursday,Yes B182PB25,Visa,Transportation,28739.0,2023-06-23 20:23:24,Mumbai,West,55.0,Female,72862.0,39869.01,100000.0,Desktop,Friday,No V846HG97,RuPay,Retail,114599.0,2023-06-23 21:08:24,Jaipur,North,56.0,Female,295834.0,150756.55,200000.0,Point-of-Sale Terminal,Friday,No V284UQ47,Mastercard,Education,39272.0,2023-06-24 03:17:20,Delhi,North,19.0,Male,57544.0,40810.38,50000.0,Unknown,Saturday,No M446YB16,Visa,Retail,91198.0,2023-06-24 11:06:38,Kolkata,East,,Female,141792.0,63281.39,100000.0,Unknown,Saturday,No F713YM41,Visa,Retail,28709.0,2023-06-24 16:07:46,Lucknow,North,20.0,Male,,20725.34,200000.0,Unknown,Saturday,No H872WI51,Mastercard,Education,162602.0,2023-06-24 22:20:28,Surat,West,44.0,Female,271996.0,171611.31,200000.0,Desktop,Saturday,No P215PH71,Mastercard,Utility bill,196055.0,2023-06-25 01:44:29,Lucknow,North,50.0,Female,,137770.61,200000.0,Contactless Payment Device,Sunday,No S250YB75,Visa,Healthcare,88612.0,2023-06-25 02:11:08,Pune,West,29.0,Male,,77056.55,200000.0,Contactless Payment Device,Sunday,No G377VK44,Mastercard,Retail,77268.0,2023-06-25 06:35:23,Kochi,South,32.0,,196426.0,64617.35,150000.0,Point-of-Sale Terminal,Sunday,No L828HU95,RuPay,Retail,35487.0,2023-06-25 12:32:26,Jaipur,North,,Male,133020.0,16509.18,150000.0,Point-of-Sale Terminal,Sunday,No R573HK90,Mastercard,Transportation,143055.0,2023-06-25 23:56:12,Ahmedabad,West,78.0,Male,138355.0,,150000.0,Contactless Payment Device,Sunday,No B671PZ95,Mastercard,Healthcare,37300.0,2023-06-26 07:24:48,Lucknow,North,64.0,Female,63560.0,39759.42,50000.0,Contactless Payment Device,Monday,No D468RA94,Visa,Healthcare,48046.0,2023-06-26 11:02:49,Delhi,North,19.0,Male,,42739.05,50000.0,Desktop,Monday,No P349DX64,RuPay,Online Shopping,26023.0,2023-06-26 15:48:10,Mumbai,West,26.0,Female,62662.0,18006.37,50000.0,Desktop,Monday,Yes U919ZS88,Mastercard,Entertainment,183025.0,2023-06-26 18:38:21,Ahmedabad,West,49.0,Male,158277.0,104773.41,200000.0,Point-of-Sale Terminal,Monday,No X237OX45,Visa,Transportation,28791.0,2023-06-26 21:39:15,Mumbai,West,60.0,Male,52217.0,38097.79,50000.0,Point-of-Sale Terminal,Monday,Yes H236KZ35,Mastercard,Dining,65736.0,2023-06-27 10:16:57,Delhi,North,50.0,Male,117058.0,55395.31,100000.0,Desktop,Tuesday,Yes S872UO75,Mastercard,Retail,132399.0,2023-06-28 12:15:35,Pune,West,39.0,Female,194217.0,77412.98,150000.0,Unknown,Wednesday,No T121WU40,Mastercard,Online Shopping,37316.0,2023-06-29 03:45:40,Delhi,North,36.0,Female,127173.0,28084.45,100000.0,Desktop,Thursday,Yes E510YD26,Visa,Online Shopping,34081.0,2023-06-29 20:22:55,Bengaluru,South,18.0,Male,62913.0,35889.54,50000.0,Desktop,Thursday,Yes J722QZ34,RuPay,Education,27039.0,2023-06-30 04:46:07,Bengaluru,South,43.0,Male,209949.0,33004.41,150000.0,Desktop,Friday,Yes L260UV24,Visa,Entertainment,35531.0,2023-06-30 13:17:46,Patna,East,39.0,Male,42403.0,23490.38,50000.0,Unknown,Friday,No H302PM78,Visa,Education,53836.0,2023-06-30 13:25:06,Hyderabad,South,25.0,Male,,46328.85,100000.0,Point-of-Sale Terminal,Friday,No P532QP96,Visa,Online Shopping,40300.0,2023-07-01 07:49:50,Patna,East,24.0,Male,64689.0,42663.54,50000.0,Desktop,Saturday,No S711AO97,Visa,Utility bill,57888.0,2023-07-01 09:04:01,Bengaluru,South,18.0,Male,220652.0,64693.39,150000.0,Contactless Payment Device,Saturday,No R190VP45,Visa,Online Shopping,45063.0,2023-07-01 09:54:05,Kochi,South,28.0,Male,148444.0,33226.78,100000.0,Point-of-Sale Terminal,Saturday,No W372UT97,Mastercard,Retail,87570.0,2023-07-01 09:55:56,Chennai,South,74.0,Female,,60948.11,100000.0,Desktop,Saturday,No D796GE46,RuPay,Transportation,103015.0,2023-07-01 18:49:22,Jaipur,North,70.0,Male,105534.0,126468.96,150000.0,Mobile,Saturday,No Q148AQ96,American Express,Transportation,36260.0,2023-07-02 04:55:47,Ahmedabad,West,34.0,Female,37445.0,25538.68,50000.0,Contactless Payment Device,Sunday,No P188XC96,RuPay,Online Shopping,45738.0,2023-07-02 10:59:16,Kolkata,East,43.0,Female,68699.0,36281.51,50000.0,Desktop,Sunday,No W943WI98,Visa,Dining,95470.0,2023-07-02 14:25:38,Kochi,South,59.0,Female,111247.0,86351.23,100000.0,Mobile,Sunday,No N717ZH80,Mastercard,Retail,33770.0,2023-07-02 16:33:51,Mumbai,West,24.0,Male,124888.0,43278.4,100000.0,Point-of-Sale Terminal,Sunday,No J204OT89,American Express,Retail,50316.0,2023-07-03 07:00:54,Pune,West,65.0,Female,118332.0,54398.53,150000.0,Point-of-Sale Terminal,Monday,No N264DT68,Visa,Retail,161379.0,2023-07-03 18:16:41,Jaipur,North,22.0,Male,234714.0,158863.85,200000.0,Mobile,Monday,Yes N330GD71,Visa,Online Shopping,48392.0,2023-07-03 18:48:22,Lucknow,North,49.0,,40686.0,35493.81,50000.0,Contactless Payment Device,Monday,No T693OK69,Visa,Education,72842.0,2023-07-03 20:33:50,Hyderabad,South,27.0,Male,159596.0,71605.04,150000.0,Mobile,Monday,Yes B458DL86,Visa,Transportation,49311.0,2023-07-04 03:06:50,Mumbai,West,33.0,Female,215489.0,26235.51,200000.0,Point-of-Sale Terminal,Tuesday,No Y558JO65,American Express,Online Shopping,77203.0,2023-07-04 07:52:16,Surat,West,31.0,Female,202438.0,64307.81,200000.0,Mobile,Tuesday,Yes G247JT40,RuPay,Retail,41915.0,2023-07-04 10:27:03,Patna,East,36.0,,129328.0,46337.29,100000.0,Desktop,Tuesday,No N265FY14,Mastercard,Dining,47469.0,2023-07-04 18:08:21,Jaipur,North,50.0,Male,42214.0,42540.12,50000.0,Point-of-Sale Terminal,Tuesday,Yes L860TQ61,Visa,Healthcare,36454.0,2023-07-05 08:47:18,Mumbai,West,38.0,Male,69217.0,39689.75,50000.0,Mobile,Wednesday,Yes Z228HJ22,Mastercard,Dining,49790.0,2023-07-05 16:55:13,Patna,East,35.0,Male,37120.0,45265.57,50000.0,Desktop,Wednesday,No K420TD60,Visa,Dining,78685.0,2023-07-06 06:45:37,Mumbai,West,28.0,Female,83347.0,65138.91,100000.0,Point-of-Sale Terminal,Thursday,No L832TV35,Mastercard,Online Shopping,48047.0,2023-07-06 12:52:48,Kochi,South,38.0,Male,208983.0,49434.8,200000.0,Point-of-Sale Terminal,Thursday,No Y750FX72,RuPay,Retail,136316.0,2023-07-07 15:27:39,Pune,West,28.0,Female,120611.0,56650.45,150000.0,Unknown,Friday,No I288XS49,Visa,Healthcare,73521.0,2023-07-07 19:49:03,Mumbai,West,35.0,Male,207911.0,65194.82,150000.0,Contactless Payment Device,Friday,No R820AO38,Visa,Retail,31217.0,2023-07-08 06:31:09,Delhi,North,67.0,Female,42868.0,31452.64,50000.0,Contactless Payment Device,Saturday,Yes L261ZP31,Visa,Education,33250.0,2023-07-08 10:59:27,Jaipur,North,27.0,Female,,24893.44,150000.0,Point-of-Sale Terminal,Saturday,No G650EG60,Visa,Education,54473.0,2023-07-08 19:38:41,Delhi,North,,Male,,70524.43,100000.0,Contactless Payment Device,Saturday,No A357PB62,RuPay,Retail,33734.0,2023-07-08 21:53:11,Lucknow,North,23.0,Female,70262.0,30567.79,50000.0,Unknown,Saturday,Yes R708AH66,American Express,Entertainment,125211.0,2023-07-08 22:42:17,Bengaluru,South,76.0,Female,283687.0,88620.7,200000.0,Point-of-Sale Terminal,Saturday,No N241BS63,Visa,Retail,71313.0,2023-07-09 06:21:22,Kolkata,East,71.0,Male,139166.0,71865.87,100000.0,Point-of-Sale Terminal,Sunday,No V557CK90,Visa,Retail,72277.0,2023-07-09 22:22:27,Kochi,South,26.0,Male,104728.0,28959.57,100000.0,Desktop,Sunday,No C539OF62,Visa,Healthcare,148846.0,2023-07-10 03:14:02,Pune,West,72.0,Male,224693.0,134756.15,150000.0,Unknown,Monday,No Y800SL11,RuPay,Education,129683.0,2023-07-10 03:25:07,Jaipur,North,,Male,167625.0,92326.98,150000.0,Mobile,Monday,No Q432JM73,Visa,Retail,143504.0,2023-07-10 11:27:08,Jaipur,North,64.0,Male,145037.0,182733.61,200000.0,Point-of-Sale Terminal,Monday,Yes E348OA83,American Express,Utility bill,115044.0,2023-07-10 23:15:04,Surat,West,43.0,Male,220359.0,155698.45,200000.0,Mobile,Monday,Yes P620SD30,Mastercard,Education,30635.0,2023-07-11 17:28:38,Mumbai,West,67.0,Male,249883.0,14608.82,200000.0,Unknown,Tuesday,No K179UZ19,Visa,Online Shopping,189064.0,2023-07-12 03:30:26,Bengaluru,South,31.0,Female,141573.0,135653.29,200000.0,Mobile,Wednesday,No C377XA91,American Express,Retail,90226.0,2023-07-12 04:41:23,Ahmedabad,West,71.0,Female,132939.0,121267.47,150000.0,Mobile,Wednesday,No L994WG62,Visa,Education,187462.0,2023-07-12 11:54:01,Kolkata,East,61.0,Female,172152.0,78923.22,200000.0,Desktop,Wednesday,No H737YK83,Visa,Healthcare,126086.0,2023-07-12 14:18:23,Patna,East,79.0,Male,221061.0,73545.13,200000.0,Contactless Payment Device,Wednesday,No O355LL20,American Express,Retail,92607.0,2023-07-12 17:23:10,Chennai,South,27.0,Male,99654.0,55304.22,100000.0,Contactless Payment Device,Wednesday,No T732KE58,Visa,Entertainment,88554.0,2023-07-14 01:02:59,Ahmedabad,West,29.0,Female,146861.0,39447.15,100000.0,Desktop,Friday,No S209PB93,Mastercard,Utility bill,53234.0,2023-07-14 07:17:38,Surat,West,36.0,Female,120329.0,32383.99,150000.0,Desktop,Friday,No S299OD48,RuPay,Healthcare,120781.0,2023-07-14 10:30:24,Chennai,South,67.0,Male,146968.0,115525.14,200000.0,Unknown,Friday,No A305XZ36,Mastercard,Healthcare,133227.0,2023-07-14 14:13:53,Surat,West,26.0,Male,187238.0,76010.05,150000.0,Mobile,Friday,No E380GP46,Visa,Retail,88153.0,2023-07-14 14:17:22,Kolkata,East,41.0,Female,157704.0,36586.43,150000.0,Contactless Payment Device,Friday,No Z432QJ43,Mastercard,Healthcare,42373.0,2023-07-14 21:07:52,Ahmedabad,West,78.0,Female,68474.0,35852.98,50000.0,Point-of-Sale Terminal,Friday,Yes P919SV49,Visa,Utility bill,156889.0,2023-07-14 22:59:29,Kolkata,East,74.0,Male,230292.0,141291.15,200000.0,Desktop,Friday,Yes D219WN78,Visa,Retail,79790.0,2023-07-15 05:43:04,Chennai,South,69.0,Female,85372.0,89650.81,100000.0,Desktop,Saturday,No F974EO73,Visa,Utility bill,132313.0,2023-07-15 10:16:00,Ahmedabad,West,55.0,Male,114164.0,117715.31,150000.0,Mobile,Saturday,No P982BV90,Visa,Retail,124796.0,2023-07-15 18:56:50,Jaipur,North,23.0,Female,193054.0,117161.65,200000.0,Desktop,Saturday,Yes Q141SZ36,RuPay,Retail,51644.0,2023-07-15 20:14:38,Delhi,North,,Male,210023.0,62546.49,150000.0,Contactless Payment Device,Saturday,No T298VE67,Visa,Healthcare,77492.0,2023-07-16 04:27:23,Mumbai,West,44.0,Male,207949.0,35410.19,200000.0,Point-of-Sale Terminal,Sunday,No O867DL42,American Express,Retail,194810.0,2023-07-17 03:42:28,Bengaluru,South,40.0,Female,164440.0,136479.43,200000.0,Desktop,Monday,No N905MA11,Visa,Transportation,38982.0,2023-07-17 11:31:09,Kochi,South,70.0,Male,193245.0,51372.93,150000.0,Point-of-Sale Terminal,Monday,No P324LV82,Visa,Dining,33138.0,2023-07-17 20:38:04,Kochi,South,59.0,Female,56775.0,20701.13,50000.0,Contactless Payment Device,Monday,Yes S667CQ45,Visa,Retail,61087.0,2023-07-18 00:01:10,Pune,West,45.0,Female,100655.0,44032.09,100000.0,Desktop,Tuesday,Yes I126WM15,Visa,Dining,139687.0,2023-07-18 04:26:39,Lucknow,North,67.0,Male,245700.0,121037.17,200000.0,Contactless Payment Device,Tuesday,No I225RN32,Visa,Retail,125678.0,2023-07-18 08:16:13,Chennai,South,71.0,Female,177623.0,81059.82,150000.0,Contactless Payment Device,Tuesday,No Y344KB56,Visa,Healthcare,46383.0,2023-07-19 04:21:05,Kochi,South,79.0,Female,59660.0,44232.93,50000.0,Point-of-Sale Terminal,Wednesday,No L329CW35,Mastercard,Transportation,157454.0,2023-07-19 13:00:19,Bengaluru,South,48.0,Female,275239.0,111972.03,200000.0,Desktop,Wednesday,No T657YG31,RuPay,Entertainment,33715.0,2023-07-20 01:23:55,Surat,West,53.0,Female,70190.0,15278.68,50000.0,Contactless Payment Device,Thursday,No R541MH76,Mastercard,Online Shopping,40204.0,2023-07-20 04:38:43,Chennai,South,65.0,Male,68959.0,19490.75,50000.0,Unknown,Thursday,No M686GU42,RuPay,Dining,129596.0,2023-07-20 09:58:54,Chennai,South,74.0,Female,163550.0,77354.74,150000.0,Unknown,Thursday,Yes Y404IF87,Mastercard,Entertainment,49104.0,2023-07-20 23:28:46,Surat,West,31.0,Male,181456.0,35639.56,150000.0,Desktop,Thursday,No K104LJ54,Mastercard,Online Shopping,68419.0,2023-07-21 18:00:09,Pune,West,33.0,Female,83553.0,77471.44,100000.0,Point-of-Sale Terminal,Friday,No I101DB59,Visa,Healthcare,85436.0,2023-07-22 04:26:26,Kochi,South,28.0,Female,95757.0,79746.59,100000.0,Mobile,Saturday,No N847UR12,Visa,Education,35349.0,2023-07-22 09:56:32,Hyderabad,South,,Male,168525.0,45358.62,200000.0,Unknown,Saturday,Yes T210ZT86,Visa,Online Shopping,28159.0,2023-07-22 15:49:16,Kochi,South,,,247739.0,15944.06,200000.0,Contactless Payment Device,Saturday,No B524EX43,RuPay,Online Shopping,126784.0,2023-07-23 10:40:57,Hyderabad,South,43.0,Female,113221.0,149798.81,150000.0,Desktop,Sunday,Yes C851UZ23,Mastercard,Transportation,45030.0,2023-07-23 13:36:13,Bengaluru,South,51.0,Male,62924.0,48351.59,50000.0,Mobile,Sunday,No T354HR61,Mastercard,Online Shopping,184277.0,2023-07-23 19:29:46,Pune,West,18.0,Male,258279.0,177403.84,200000.0,Contactless Payment Device,Sunday,No B691HG53,Mastercard,Entertainment,35616.0,2023-07-23 22:31:45,Lucknow,North,80.0,Male,155072.0,41609.23,150000.0,Contactless Payment Device,Sunday,No N973EF29,Mastercard,Online Shopping,66596.0,2023-07-24 07:32:42,Bengaluru,South,46.0,Female,,78723.21,100000.0,Desktop,Monday,No P109NE95,Visa,Dining,27433.0,2023-07-24 08:50:23,Lucknow,North,39.0,Female,66133.0,17437.62,50000.0,Point-of-Sale Terminal,Monday,Yes O754AP24,Mastercard,Retail,25892.0,2023-07-24 13:07:10,Delhi,North,56.0,Male,71391.0,33001.6,50000.0,Mobile,Monday,No V934NC77,Visa,Online Shopping,98276.0,2023-07-24 14:28:35,Bengaluru,South,28.0,Male,131541.0,69722.32,100000.0,Desktop,Monday,No D552BH29,RuPay,Utility bill,43754.0,2023-07-25 03:52:49,Patna,East,33.0,Female,,39730.76,100000.0,Point-of-Sale Terminal,Tuesday,No M701KP65,American Express,Entertainment,109225.0,2023-07-25 04:33:09,Pune,West,80.0,Female,,137131.8,150000.0,Desktop,Tuesday,No S820HF42,American Express,Transportation,69722.0,2023-07-25 12:29:53,Lucknow,North,26.0,Female,,75965.47,200000.0,Desktop,Tuesday,No U879GG15,Mastercard,Dining,143372.0,2023-07-25 16:40:53,Surat,West,61.0,Female,167095.0,190719.1,200000.0,Desktop,Tuesday,No V193UA29,Mastercard,Online Shopping,67916.0,2023-07-26 02:43:22,Chennai,South,45.0,Female,208166.0,,150000.0,Contactless Payment Device,Wednesday,No P727CA42,Mastercard,Utility bill,117459.0,2023-07-26 22:02:46,Delhi,North,44.0,Female,178588.0,148225.53,150000.0,Mobile,Wednesday,No O184FQ29,RuPay,Dining,66273.0,2023-07-27 01:00:23,Surat,West,57.0,Female,159241.0,34070.33,150000.0,Desktop,Thursday,No A292YK75,American Express,Entertainment,54984.0,2023-07-27 03:57:02,Patna,East,18.0,Female,75901.0,72730.48,100000.0,Unknown,Thursday,No E904KV34,Mastercard,Utility bill,88910.0,2023-07-27 13:06:51,Pune,West,65.0,Male,195893.0,110423.74,150000.0,Mobile,Thursday,No S608EX63,Visa,Education,81184.0,2023-07-27 15:16:34,Bengaluru,South,70.0,Male,80578.0,75849.44,100000.0,Unknown,Thursday,No H227EB47,RuPay,Retail,47090.0,2023-07-27 18:57:34,Kolkata,East,43.0,Male,217389.0,38785.74,150000.0,Point-of-Sale Terminal,Thursday,No Q319CL89,Visa,Entertainment,72373.0,2023-07-28 01:19:34,Delhi,North,39.0,Female,241683.0,90840.09,200000.0,Desktop,Friday,No Q780VW47,Visa,Utility bill,30388.0,2023-07-28 07:36:36,Bengaluru,South,31.0,Female,,34112.67,150000.0,Desktop,Friday,No P666RX73,RuPay,Online Shopping,120041.0,2023-07-28 08:55:42,Pune,West,57.0,Female,106906.0,,150000.0,Unknown,Friday,Yes X787MH85,RuPay,Healthcare,75732.0,2023-07-28 14:15:09,Patna,East,37.0,Female,172961.0,98011.43,150000.0,Unknown,Friday,No X562AW32,RuPay,Retail,38604.0,2023-07-28 19:04:01,Kolkata,East,46.0,Female,38884.0,26708.76,50000.0,Contactless Payment Device,Friday,No W431JK81,Visa,Education,31844.0,2023-07-28 22:04:53,Mumbai,West,34.0,Female,71733.0,15932.54,50000.0,Unknown,Friday,No L504LU53,Visa,Retail,93335.0,2023-07-28 23:02:59,Surat,West,29.0,,215176.0,78620.76,150000.0,Desktop,Friday,No O510ZH93,RuPay,Online Shopping,78006.0,2023-07-29 04:53:56,Surat,West,54.0,Male,138027.0,59299.43,100000.0,Unknown,Saturday,No I316SD57,Visa,Retail,41003.0,2023-07-29 09:33:00,Hyderabad,South,77.0,Male,62708.0,30993.43,50000.0,Desktop,Saturday,No K230GP85,RuPay,Online Shopping,40090.0,2023-07-29 14:56:37,Kolkata,East,50.0,Female,122385.0,26362.24,100000.0,Contactless Payment Device,Saturday,No X291QR78,Visa,Retail,114582.0,2023-07-30 11:05:56,Lucknow,North,41.0,Male,223061.0,55230.58,200000.0,Mobile,Sunday,No E711SJ64,Visa,Dining,49135.0,2023-07-30 12:38:02,Lucknow,North,32.0,Female,35240.0,46564.45,50000.0,Desktop,Sunday,No V112TZ76,Visa,Utility bill,47114.0,2023-07-30 17:14:26,Bengaluru,South,19.0,Female,72355.0,24445.62,,Unknown,Sunday,No S456EZ80,RuPay,Dining,72064.0,2023-07-30 19:58:03,Pune,West,23.0,Male,174350.0,76576.74,150000.0,Point-of-Sale Terminal,Sunday,No N257VM61,Visa,Healthcare,46829.0,2023-07-30 22:21:16,Ahmedabad,West,42.0,Female,283735.0,63990.83,200000.0,Point-of-Sale Terminal,Sunday,No Q185FR41,American Express,Utility bill,50230.0,2023-07-31 03:35:11,Kochi,South,49.0,Female,243397.0,56179.66,200000.0,Unknown,Monday,No W890IS36,Visa,Dining,66372.0,2023-07-31 05:12:51,Chennai,South,24.0,Male,109989.0,47241.65,100000.0,Unknown,Monday,No H774FY52,Visa,Online Shopping,45074.0,2023-07-31 06:24:47,Lucknow,North,23.0,Female,179901.0,32145.06,200000.0,Point-of-Sale Terminal,Monday,No O361TJ30,Mastercard,Retail,31012.0,2023-07-31 07:28:41,Surat,West,38.0,Male,64236.0,35680.05,50000.0,Unknown,Monday,No O526JH19,Visa,Entertainment,111612.0,2023-07-31 12:23:20,Delhi,North,21.0,Male,119440.0,57808.17,150000.0,Unknown,Monday,Yes T885PL87,Mastercard,Online Shopping,120598.0,2023-07-31 13:07:08,Hyderabad,South,68.0,Male,,84091.44,200000.0,Contactless Payment Device,Monday,No Z125LM69,Visa,Education,52326.0,2023-07-31 21:20:38,Chennai,South,39.0,Female,71135.0,60590.25,100000.0,Unknown,Monday,No U212AD37,Visa,Transportation,60689.0,2023-08-01 07:40:56,Hyderabad,South,77.0,Male,117637.0,82452.37,150000.0,Mobile,Tuesday,No P374VE51,Mastercard,Utility bill,141711.0,2023-08-02 06:09:10,Surat,West,77.0,Male,110468.0,123911.72,150000.0,Mobile,Wednesday,No U884DO13,Mastercard,Transportation,94967.0,2023-08-02 11:32:45,Jaipur,North,32.0,,192163.0,99475.53,150000.0,Contactless Payment Device,Wednesday,No M843ZR19,Visa,Retail,111132.0,2023-08-02 12:39:42,Hyderabad,South,72.0,Female,180317.0,80881.98,150000.0,Mobile,Wednesday,No Z766TL39,RuPay,Online Shopping,49940.0,2023-08-02 20:24:19,Delhi,North,49.0,Female,81016.0,67209.08,100000.0,Unknown,Wednesday,No W402XR19,Mastercard,Online Shopping,55339.0,2023-08-03 00:12:06,Patna,East,57.0,Male,254132.0,38686.4,200000.0,Unknown,Thursday,No G632UE62,Visa,Online Shopping,49171.0,2023-08-03 09:56:53,Kochi,South,78.0,Female,50223.0,45749.22,50000.0,Contactless Payment Device,Thursday,No W327GT31,American Express,Online Shopping,80006.0,2023-08-03 12:21:18,Chennai,South,69.0,Female,174918.0,,150000.0,Desktop,Thursday,Yes N663QT78,RuPay,Online Shopping,39388.0,2023-08-03 16:49:30,Chennai,South,28.0,Female,56141.0,33355.11,50000.0,Mobile,Thursday,No M622FX59,Mastercard,Online Shopping,187007.0,2023-08-03 20:31:03,Kochi,South,43.0,Female,153440.0,147330.52,200000.0,Unknown,Thursday,No B156XU91,Visa,Online Shopping,25832.0,2023-08-04 00:59:30,Ahmedabad,West,54.0,Male,80185.0,11388.66,100000.0,Contactless Payment Device,Friday,No K476DU84,Visa,Retail,32085.0,2023-08-04 07:32:31,Kochi,South,37.0,Female,57669.0,30683.01,50000.0,Contactless Payment Device,Friday,Yes G128AX66,American Express,Healthcare,62145.0,2023-08-04 19:41:56,Lucknow,North,77.0,Male,147430.0,55084.81,100000.0,Mobile,Friday,Yes A614IH26,Visa,Entertainment,74294.0,2023-08-06 04:55:59,Surat,West,73.0,Female,190389.0,62625.17,150000.0,Point-of-Sale Terminal,Sunday,No U706XN59,Visa,Healthcare,48551.0,2023-08-06 07:32:13,Jaipur,North,46.0,Male,63766.0,34515.49,50000.0,Point-of-Sale Terminal,Sunday,Yes O454XT25,RuPay,Dining,50577.0,2023-08-06 09:30:22,Patna,East,61.0,Female,231007.0,64036.86,200000.0,Point-of-Sale Terminal,Sunday,No B780WQ15,Visa,Retail,105429.0,2023-08-06 12:35:44,Kochi,South,59.0,Female,158830.0,79407.82,150000.0,Desktop,Sunday,Yes M622SS56,Mastercard,Online Shopping,99045.0,2023-08-06 12:40:03,Jaipur,North,70.0,Male,129466.0,123715.35,150000.0,Mobile,Sunday,Yes T642ZV16,Visa,Education,117290.0,2023-08-06 12:59:55,Jaipur,North,31.0,Female,,91283.74,200000.0,Desktop,Sunday,Yes P337YF98,Visa,Retail,25362.0,2023-08-07 04:59:43,Ahmedabad,West,59.0,Female,61292.0,16198.46,50000.0,Point-of-Sale Terminal,Monday,No M748NG81,Mastercard,Utility bill,35065.0,2023-08-07 14:08:27,Kolkata,East,41.0,Female,115438.0,15506.76,150000.0,Mobile,Monday,Yes F141PM17,RuPay,Transportation,110731.0,2023-08-07 14:20:41,Patna,East,35.0,Male,,57443.63,150000.0,Mobile,Monday,Yes F302FW67,American Express,Healthcare,97788.0,2023-08-07 16:02:58,Lucknow,North,53.0,Female,116825.0,133914.74,150000.0,Unknown,Monday,No M870QP79,Visa,Education,41312.0,2023-08-07 22:29:15,Bengaluru,South,69.0,Female,128813.0,55685.99,100000.0,Point-of-Sale Terminal,Monday,Yes A539QM72,Mastercard,Healthcare,40436.0,2023-08-07 23:25:30,Patna,East,68.0,Male,74638.0,44119.32,100000.0,Contactless Payment Device,Monday,Yes F158RN71,American Express,Education,36002.0,2023-08-08 04:31:35,Patna,East,73.0,Male,38281.0,37633.31,50000.0,Point-of-Sale Terminal,Tuesday,No L840GN75,Visa,Transportation,43824.0,2023-08-08 08:23:33,Lucknow,North,46.0,Male,66891.0,20261.3,50000.0,Mobile,Tuesday,No Z328VP56,Mastercard,Online Shopping,127261.0,2023-08-10 00:11:46,Surat,West,25.0,Male,270878.0,155790.37,200000.0,Contactless Payment Device,Thursday,No I289VT77,RuPay,Online Shopping,33418.0,2023-08-10 11:29:34,Kochi,South,41.0,Male,189363.0,40639.37,150000.0,Contactless Payment Device,Thursday,No W220YT75,American Express,Education,44614.0,2023-08-10 17:51:48,Chennai,South,21.0,Female,64165.0,35875.92,50000.0,Point-of-Sale Terminal,Thursday,No Q615PD88,Mastercard,Utility bill,116253.0,2023-08-10 18:26:59,Bengaluru,South,67.0,Female,176942.0,134280.14,150000.0,Mobile,Thursday,No T427ZD31,American Express,Dining,25650.0,2023-08-10 22:15:18,Surat,West,45.0,Male,54035.0,17992.33,50000.0,Contactless Payment Device,Thursday,No U307QX34,Mastercard,Utility bill,146937.0,2023-08-11 05:35:33,Surat,West,18.0,Female,,100687.75,150000.0,Mobile,Friday,Yes D566GX65,Mastercard,Transportation,88698.0,2023-08-11 08:04:58,Mumbai,West,63.0,Female,110540.0,57770.05,100000.0,Mobile,Friday,No Q103DP66,Visa,Education,80044.0,2023-08-11 09:51:36,Hyderabad,South,68.0,Female,142045.0,63965.25,150000.0,Contactless Payment Device,Friday,No L280XE96,Mastercard,Education,43531.0,2023-08-11 15:47:39,Surat,West,,Female,,46699.74,50000.0,Point-of-Sale Terminal,Friday,No I862UD28,Visa,Retail,118371.0,2023-08-11 16:13:07,Patna,East,72.0,Male,165484.0,66507.3,150000.0,Contactless Payment Device,Friday,No A933BP93,Visa,Healthcare,29937.0,2023-08-11 16:14:27,Hyderabad,South,67.0,Male,53485.0,12223.87,50000.0,Contactless Payment Device,Friday,No M698WR42,Visa,Retail,45335.0,2023-08-11 19:51:54,Bengaluru,South,65.0,Male,37170.0,34996.58,50000.0,Contactless Payment Device,Friday,No R428BK31,RuPay,Utility bill,38280.0,2023-08-12 00:47:23,Lucknow,North,51.0,Male,130695.0,25821.57,100000.0,Unknown,Saturday,No V127WF95,RuPay,Retail,41118.0,2023-08-12 22:43:43,Chennai,South,18.0,Female,153349.0,23748.45,200000.0,Unknown,Saturday,No Z880SN97,Visa,Healthcare,48371.0,2023-08-12 22:49:31,Lucknow,North,19.0,Female,124266.0,34570.22,150000.0,Contactless Payment Device,Saturday,Yes K362PQ99,American Express,Retail,37940.0,2023-08-12 23:18:33,Kolkata,East,69.0,Male,164648.0,40781.45,200000.0,Desktop,Saturday,No B316RN34,Visa,Retail,31242.0,2023-08-13 04:35:01,Pune,West,38.0,Male,134399.0,38840.25,100000.0,Unknown,Sunday,Yes H553LK45,RuPay,Entertainment,99859.0,2023-08-13 13:18:31,Patna,East,52.0,Female,144038.0,63206.7,100000.0,Desktop,Sunday,Yes H326RU57,American Express,Online Shopping,124251.0,2023-08-13 22:51:40,Patna,East,41.0,Male,138939.0,100041.46,150000.0,Contactless Payment Device,Sunday,No N674OS10,Mastercard,Online Shopping,100861.0,2023-08-14 07:39:24,Patna,East,24.0,Male,229950.0,82697.8,200000.0,Mobile,Monday,No J745QK41,Mastercard,Online Shopping,54402.0,2023-08-15 03:47:40,Chennai,South,50.0,Male,176469.0,48932.54,200000.0,Contactless Payment Device,Tuesday,Yes T237YU33,RuPay,Online Shopping,125320.0,2023-08-15 06:51:03,Jaipur,North,20.0,Female,200771.0,166505.39,200000.0,Point-of-Sale Terminal,Tuesday,No H613WJ50,Visa,Dining,38547.0,2023-08-15 18:49:23,Kochi,South,55.0,Female,,24960.72,50000.0,Mobile,Tuesday,Yes L599HH52,Visa,Healthcare,136431.0,2023-08-16 15:40:03,Mumbai,West,76.0,Male,161826.0,63093.55,200000.0,Unknown,Wednesday,No X138FI65,RuPay,Online Shopping,113549.0,2023-08-17 08:14:43,Mumbai,West,54.0,Male,154008.0,135095.29,200000.0,Mobile,Thursday,No I820QR95,Visa,Healthcare,34839.0,2023-08-17 09:00:12,Mumbai,West,72.0,Female,219364.0,44383.39,200000.0,Mobile,Thursday,No S809DV32,American Express,Online Shopping,49976.0,2023-08-17 10:06:42,Bengaluru,South,54.0,Female,52664.0,21776.32,50000.0,Mobile,Thursday,Yes F243WX18,Mastercard,Education,61029.0,2023-08-17 16:49:22,Kochi,South,73.0,Female,274632.0,57662.06,200000.0,Unknown,Thursday,Yes L920WX43,Visa,Education,36017.0,2023-08-17 21:58:28,Kolkata,East,71.0,Male,125732.0,45702.64,150000.0,Mobile,Thursday,No B624ZZ77,Visa,Dining,35974.0,2023-08-18 02:19:19,Pune,West,,Male,107500.0,32097.73,150000.0,Mobile,Friday,No P778DI86,Visa,Retail,31397.0,2023-08-18 05:57:56,Mumbai,West,34.0,Male,105525.0,30972.48,100000.0,Unknown,Friday,No O644EF57,Visa,Education,39116.0,2023-08-18 07:59:16,Lucknow,North,23.0,Female,56155.0,21849.45,50000.0,Mobile,Friday,No E180XI26,Visa,Education,34903.0,2023-08-18 17:19:44,Surat,West,67.0,Female,115648.0,37808.98,100000.0,Unknown,Friday,No F364EQ99,Mastercard,Healthcare,90674.0,2023-08-18 17:33:23,Hyderabad,South,79.0,Female,147270.0,50877.06,100000.0,Point-of-Sale Terminal,Friday,No P685FM44,Visa,Utility bill,44767.0,2023-08-19 08:28:08,Lucknow,North,79.0,Male,55926.0,46038.72,50000.0,Contactless Payment Device,Saturday,No F120KK93,Visa,Transportation,199088.0,2023-08-19 11:41:12,Chennai,South,33.0,Male,155151.0,135155.14,200000.0,Contactless Payment Device,Saturday,No P212SB43,Visa,Transportation,25008.0,2023-08-19 18:20:53,Kolkata,East,36.0,Female,,12845.68,50000.0,Contactless Payment Device,Saturday,No M798IC53,Visa,Retail,39574.0,2023-08-19 19:21:23,Mumbai,West,30.0,Male,47697.0,41910.24,50000.0,Contactless Payment Device,Saturday,No Z823OU62,Visa,Healthcare,40417.0,2023-08-19 19:29:05,Delhi,North,28.0,Male,47602.0,17279.04,50000.0,Mobile,Saturday,Yes N550AA34,RuPay,Online Shopping,47897.0,2023-08-20 06:33:02,Surat,West,67.0,Male,143250.0,28270.09,100000.0,Mobile,Sunday,No W791FU31,Visa,Entertainment,114398.0,2023-08-20 08:35:05,Delhi,North,35.0,Female,194069.0,79232.0,200000.0,Mobile,Sunday,No K237JD37,Visa,Utility bill,32604.0,2023-08-20 12:16:25,Kolkata,East,38.0,Female,62290.0,26830.05,50000.0,Mobile,Sunday,No Z652CY35,RuPay,Entertainment,99292.0,2023-08-20 17:35:59,Hyderabad,South,55.0,Male,135941.0,75369.66,100000.0,Point-of-Sale Terminal,Sunday,No O897OP22,American Express,Entertainment,142503.0,2023-08-21 01:28:52,Chennai,South,58.0,Female,243500.0,146836.02,200000.0,Contactless Payment Device,Monday,No A448TS27,American Express,Education,57969.0,2023-08-21 07:42:13,Mumbai,West,74.0,Male,124553.0,23943.05,150000.0,Mobile,Monday,No U476VC46,Mastercard,Online Shopping,27490.0,2023-08-21 21:16:59,Hyderabad,South,69.0,Female,55765.0,20197.53,50000.0,Desktop,Monday,Yes M180JX41,Visa,Transportation,39136.0,2023-08-21 22:48:33,Hyderabad,South,36.0,,58983.0,42562.05,50000.0,Contactless Payment Device,Monday,No Z354WP12,Mastercard,Online Shopping,119358.0,2023-08-21 23:16:51,Pune,West,30.0,Male,127846.0,50522.49,150000.0,Unknown,Monday,No B352KR25,Visa,Dining,143288.0,2023-08-22 00:12:25,Chennai,South,74.0,Female,135888.0,107103.62,150000.0,Desktop,Tuesday,No J208MO96,Mastercard,Online Shopping,93385.0,2023-08-22 16:07:22,Surat,West,75.0,Male,135417.0,61717.55,100000.0,Desktop,Tuesday,No W677NH55,Mastercard,Entertainment,34987.0,2023-08-22 16:19:44,Delhi,North,53.0,Female,203700.0,38446.94,150000.0,Unknown,Tuesday,Yes G313SA13,Mastercard,Healthcare,34868.0,2023-08-22 16:48:52,Kochi,South,,Female,177855.0,27452.74,150000.0,Unknown,Tuesday,No V163QR86,Mastercard,Retail,30092.0,2023-08-23 02:58:43,Hyderabad,South,47.0,Female,128520.0,,100000.0,Mobile,Wednesday,Yes Z591LT41,Mastercard,Entertainment,112555.0,2023-08-23 04:34:13,Jaipur,North,36.0,Male,203736.0,90792.71,150000.0,Point-of-Sale Terminal,Wednesday,No L928LY48,Visa,Retail,162392.0,2023-08-24 02:06:23,Patna,East,50.0,Female,149321.0,82286.28,200000.0,Point-of-Sale Terminal,Thursday,No S569JJ29,American Express,Retail,97178.0,2023-08-24 13:35:47,Pune,West,47.0,Female,207667.0,77826.28,150000.0,Contactless Payment Device,Thursday,No M490GX29,Visa,Online Shopping,89646.0,2023-08-24 18:50:34,Mumbai,West,44.0,Female,93961.0,47964.6,100000.0,Mobile,Thursday,No K769XO97,Visa,Entertainment,111341.0,2023-08-25 00:56:09,Hyderabad,South,47.0,Female,180563.0,75196.64,150000.0,Contactless Payment Device,Friday,No H426EQ58,RuPay,Education,92078.0,2023-08-25 00:56:36,Hyderabad,South,29.0,Female,91601.0,72818.37,100000.0,Contactless Payment Device,Friday,No S492ZU22,Visa,Utility bill,65106.0,2023-08-25 16:10:51,Pune,West,57.0,Female,113848.0,58363.17,100000.0,Point-of-Sale Terminal,Friday,No X770XD74,Mastercard,Retail,147026.0,2023-08-26 02:37:11,Kolkata,East,55.0,Female,217480.0,94351.44,200000.0,Unknown,Saturday,Yes P845ZQ36,Mastercard,Retail,57975.0,2023-08-26 12:16:47,Bengaluru,South,,Female,71883.0,61995.47,100000.0,Point-of-Sale Terminal,Saturday,Yes Y674LG26,Mastercard,Retail,34223.0,2023-08-26 16:01:49,Mumbai,West,53.0,Male,148254.0,23564.8,100000.0,Desktop,Saturday,No I220JF85,Mastercard,Healthcare,40429.0,2023-08-26 16:10:16,Pune,West,73.0,Male,73217.0,42277.73,50000.0,Unknown,Saturday,Yes C772QI21,Visa,Education,46515.0,2023-08-26 19:57:03,Bengaluru,South,33.0,Female,55432.0,42981.24,50000.0,Mobile,Saturday,Yes I519OL96,RuPay,Online Shopping,25066.0,2023-08-27 01:27:02,Ahmedabad,West,26.0,Female,147533.0,11260.17,200000.0,Unknown,Sunday,Yes H720KQ48,RuPay,Retail,34218.0,2023-08-27 12:57:56,Pune,West,18.0,Female,47631.0,20389.55,50000.0,Point-of-Sale Terminal,Sunday,No Q811BX24,Visa,Entertainment,28085.0,2023-08-27 18:02:21,Mumbai,West,21.0,Female,43926.0,32573.65,50000.0,Point-of-Sale Terminal,Sunday,No A178SC20,Mastercard,Entertainment,40149.0,2023-08-27 19:41:16,Surat,West,23.0,Male,53405.0,45988.77,50000.0,Unknown,Sunday,No T996YD80,Mastercard,Healthcare,25567.0,2023-08-28 06:40:59,Kochi,South,65.0,Female,72019.0,18821.54,100000.0,Mobile,Monday,Yes Y906EQ86,Visa,Retail,27693.0,2023-08-28 15:07:42,Delhi,North,44.0,Male,172507.0,20012.04,150000.0,Contactless Payment Device,Monday,No Q886ND44,Visa,Retail,28084.0,2023-08-28 16:05:52,Patna,East,59.0,Male,70731.0,23258.72,100000.0,Point-of-Sale Terminal,Monday,No P564ZR67,Mastercard,Healthcare,39269.0,2023-08-28 17:41:05,Surat,West,31.0,Female,64717.0,25578.69,50000.0,Contactless Payment Device,Monday,No W867HW37,Visa,Retail,54734.0,2023-08-29 00:30:51,Lucknow,North,80.0,Female,73654.0,50637.89,100000.0,Mobile,Tuesday,No O794GM79,Visa,Education,98811.0,2023-08-29 06:03:17,Mumbai,West,79.0,Female,141088.0,101327.74,150000.0,Unknown,Tuesday,No F368VV47,Visa,Retail,72242.0,2023-08-29 16:46:49,Jaipur,North,24.0,Male,144295.0,47951.41,100000.0,Desktop,Tuesday,Yes P241PY61,RuPay,Retail,57795.0,2023-08-30 00:58:03,Lucknow,North,71.0,Female,144191.0,47508.85,150000.0,Mobile,Wednesday,Yes O640ZL36,RuPay,Online Shopping,88015.0,2023-08-30 03:37:57,Chennai,South,56.0,Male,148593.0,37248.18,100000.0,Desktop,Wednesday,Yes V445QX90,Visa,Entertainment,74307.0,2023-08-30 07:11:15,Pune,West,61.0,Male,112411.0,36732.57,100000.0,Unknown,Wednesday,No G865SI71,RuPay,Retail,42946.0,2023-08-30 09:45:58,Hyderabad,South,75.0,Male,99404.0,23234.85,100000.0,Desktop,Wednesday,No C335FU55,Mastercard,Utility bill,134203.0,2023-08-30 14:04:32,Jaipur,North,18.0,Female,183033.0,99556.54,150000.0,Mobile,Wednesday,No M995EH11,Mastercard,Online Shopping,49530.0,2023-08-30 15:10:51,Mumbai,West,69.0,Male,44386.0,43846.71,50000.0,Unknown,Wednesday,Yes G431RN52,Visa,Dining,104527.0,2023-08-31 07:20:59,Kochi,South,21.0,Female,295061.0,94578.61,200000.0,Point-of-Sale Terminal,Thursday,No G326NP90,Visa,Education,45455.0,2023-08-31 08:19:09,Kolkata,East,71.0,Male,40605.0,40706.73,50000.0,Point-of-Sale Terminal,Thursday,No J868PA78,Mastercard,Entertainment,97249.0,2023-08-31 15:32:45,Chennai,South,31.0,Male,171354.0,46457.01,200000.0,Contactless Payment Device,Thursday,No N476CM41,RuPay,Transportation,138036.0,2023-08-31 23:59:15,Surat,West,37.0,Female,161058.0,110122.25,150000.0,Point-of-Sale Terminal,Thursday,No I155QL77,Visa,Entertainment,109147.0,2023-09-01 03:59:00,Jaipur,North,51.0,Male,289479.0,134636.6,200000.0,Point-of-Sale Terminal,Friday,No N778IL55,Visa,Healthcare,120117.0,2023-09-01 10:11:48,Delhi,North,26.0,Male,218156.0,121924.9,200000.0,Mobile,Friday,No M127ZH85,Visa,Transportation,84998.0,2023-09-01 10:42:30,Kolkata,East,,Male,183743.0,85975.81,200000.0,Contactless Payment Device,Friday,No S492OW66,Visa,Utility bill,38988.0,2023-09-01 12:30:54,Patna,East,51.0,Female,,32829.4,100000.0,Unknown,Friday,Yes A351KW14,Mastercard,Transportation,129968.0,2023-09-01 14:51:51,Pune,West,26.0,Male,209092.0,101336.73,200000.0,Contactless Payment Device,Friday,No D920WO61,Visa,Dining,59232.0,2023-09-02 15:00:13,Chennai,South,52.0,Male,169021.0,64840.85,150000.0,Point-of-Sale Terminal,Saturday,No H377LI30,American Express,Dining,145241.0,2023-09-02 15:21:09,Pune,West,65.0,Male,196936.0,83275.02,150000.0,Desktop,Saturday,No A746DI45,Visa,Retail,29860.0,2023-09-03 16:37:33,Ahmedabad,West,46.0,Male,37334.0,28152.33,50000.0,Unknown,Sunday,No E568TA79,Mastercard,Healthcare,39810.0,2023-09-03 17:05:38,Surat,West,61.0,Male,66723.0,41735.54,50000.0,Mobile,Sunday,No P452BT42,Mastercard,Retail,129122.0,2023-09-04 20:59:15,Patna,East,51.0,Female,179174.0,130855.63,150000.0,Mobile,Monday,Yes Y770ZS27,Visa,Entertainment,144448.0,2023-09-05 02:02:30,Kolkata,East,46.0,Male,119396.0,88425.47,150000.0,Desktop,Tuesday,No J382SI31,Mastercard,Online Shopping,96613.0,2023-09-05 12:04:29,Chennai,South,61.0,Male,158801.0,120715.05,150000.0,Desktop,Tuesday,Yes N428OS41,RuPay,Education,102338.0,2023-09-05 21:16:18,Hyderabad,South,69.0,Male,,120232.66,150000.0,Unknown,Tuesday,No S687MS84,Mastercard,Healthcare,40210.0,2023-09-06 07:18:26,Hyderabad,South,71.0,Female,,23870.0,100000.0,Unknown,Wednesday,No C541GU72,Mastercard,Healthcare,86268.0,2023-09-06 16:52:54,Hyderabad,South,34.0,Male,96657.0,77476.49,100000.0,Mobile,Wednesday,No X941TB37,RuPay,Education,141298.0,2023-09-06 17:37:53,Chennai,South,64.0,Male,256074.0,93201.3,200000.0,Unknown,Wednesday,No F891DB36,Mastercard,Transportation,102934.0,2023-09-07 04:57:29,Hyderabad,South,24.0,Male,173646.0,56349.82,150000.0,Desktop,Thursday,Yes J409UL23,Mastercard,Online Shopping,28577.0,2023-09-07 12:59:15,Patna,East,51.0,Female,102925.0,35878.02,100000.0,Point-of-Sale Terminal,Thursday,No Z467AC48,Visa,Healthcare,76116.0,2023-09-07 23:27:28,Delhi,North,49.0,Female,96521.0,83224.85,100000.0,Mobile,Thursday,Yes F206HL81,Mastercard,Online Shopping,114896.0,2023-09-08 05:02:28,Kochi,South,29.0,Male,124498.0,145277.87,150000.0,Desktop,Friday,No R887PT96,Visa,Online Shopping,82631.0,2023-09-08 12:55:32,Mumbai,West,25.0,Female,219607.0,72689.4,150000.0,Desktop,Friday,No W733CA60,Visa,Transportation,48224.0,2023-09-08 16:53:31,Jaipur,North,65.0,Male,50859.0,44765.1,50000.0,Desktop,Friday,No B950LD42,Mastercard,Entertainment,33405.0,2023-09-09 11:32:58,Surat,West,24.0,Female,50201.0,38051.73,50000.0,Mobile,Saturday,No B506GR88,Mastercard,Entertainment,145340.0,2023-09-09 16:33:56,Kolkata,East,39.0,Male,137137.0,,150000.0,Point-of-Sale Terminal,Saturday,No P262GD87,Visa,Dining,41309.0,2023-09-10 06:54:53,Patna,East,24.0,Female,68120.0,17789.82,50000.0,Mobile,Sunday,No U647LO21,Visa,Retail,163663.0,2023-09-10 09:23:02,Hyderabad,South,75.0,Female,217313.0,93738.87,200000.0,Unknown,Sunday,No J483MC90,Mastercard,Utility bill,31012.0,2023-09-10 09:23:04,Kochi,South,19.0,Male,97506.0,41336.16,100000.0,Point-of-Sale Terminal,Sunday,No W336WZ57,American Express,Retail,73566.0,2023-09-10 18:37:22,Mumbai,West,44.0,Male,166817.0,82080.58,150000.0,Mobile,Sunday,No F637BS99,Mastercard,Transportation,55041.0,2023-09-11 05:12:11,Jaipur,North,48.0,Male,138906.0,75159.46,100000.0,Mobile,Monday,No Z385JP45,Visa,Healthcare,92698.0,2023-09-11 10:08:56,Bengaluru,South,72.0,Female,215979.0,60226.46,150000.0,Unknown,Monday,Yes O318AF78,American Express,Education,87982.0,2023-09-12 04:00:03,Mumbai,West,,Female,139474.0,102893.66,150000.0,Mobile,Tuesday,No G695ST86,American Express,Healthcare,41344.0,2023-09-12 04:15:35,Hyderabad,South,33.0,Male,63307.0,34533.08,50000.0,Mobile,Tuesday,No G611KD24,Visa,Entertainment,72829.0,2023-09-12 15:47:31,Jaipur,North,44.0,Female,145232.0,51697.46,150000.0,Mobile,Tuesday,No L142EK72,Visa,Retail,69889.0,2023-09-12 16:56:54,Surat,West,40.0,Male,124271.0,56764.23,100000.0,Mobile,Tuesday,No H845TX83,Visa,Online Shopping,39271.0,2023-09-13 11:04:33,Surat,West,58.0,Female,212215.0,52346.54,150000.0,Point-of-Sale Terminal,Wednesday,No W959WF25,American Express,Utility bill,57085.0,2023-09-13 18:40:46,Pune,West,30.0,Female,96098.0,45065.69,100000.0,Contactless Payment Device,Wednesday,Yes B140WK68,RuPay,Healthcare,139047.0,2023-09-13 21:13:35,Patna,East,55.0,Female,262538.0,183956.56,200000.0,Unknown,Wednesday,Yes N695SB69,Visa,Healthcare,178778.0,2023-09-14 13:28:39,Jaipur,North,26.0,Male,235558.0,127454.33,200000.0,Mobile,Thursday,No F910RY38,Mastercard,Transportation,74008.0,2023-09-14 15:29:39,Lucknow,North,27.0,Female,134599.0,41599.39,100000.0,Mobile,Thursday,Yes P837EM57,Mastercard,Retail,153335.0,2023-09-14 17:24:36,Patna,East,67.0,Male,261863.0,173713.06,200000.0,Mobile,Thursday,No O225YU74,Visa,Retail,29819.0,2023-09-14 23:39:11,Hyderabad,South,77.0,Male,192175.0,25947.51,150000.0,Desktop,Thursday,Yes C220ZY37,RuPay,Education,55346.0,2023-09-15 01:32:00,Delhi,North,73.0,Female,123526.0,27438.01,100000.0,Contactless Payment Device,Friday,Yes H675SN29,Visa,Dining,32944.0,2023-09-15 05:00:54,Kolkata,East,21.0,Female,,38014.56,50000.0,Desktop,Friday,No J712MM64,Visa,Healthcare,38715.0,2023-09-15 14:32:01,Ahmedabad,West,24.0,Female,111500.0,25983.95,100000.0,Unknown,Friday,No G344WU70,Visa,Online Shopping,122956.0,2023-09-15 19:49:57,Bengaluru,South,36.0,Male,242126.0,143580.74,200000.0,Unknown,Friday,No Y917JY96,Visa,Utility bill,28588.0,2023-09-15 21:21:57,Ahmedabad,West,68.0,Female,147245.0,39818.28,100000.0,Desktop,Friday,No K395XM36,RuPay,Entertainment,36410.0,2023-09-16 13:51:42,Patna,East,73.0,Female,40786.0,46810.04,50000.0,Desktop,Saturday,Yes H525LB42,Visa,Retail,59801.0,2023-09-16 14:06:24,Pune,West,65.0,Male,110600.0,41639.92,100000.0,Unknown,Saturday,No K833UO72,Mastercard,Retail,54739.0,2023-09-16 17:21:38,Surat,West,31.0,Male,188682.0,57847.85,150000.0,Unknown,Saturday,No D592JD72,Visa,Online Shopping,93872.0,2023-09-17 01:04:06,Ahmedabad,West,77.0,Female,133983.0,,100000.0,Mobile,Sunday,No U242OP62,RuPay,Retail,31107.0,2023-09-17 01:04:14,Lucknow,North,53.0,Male,55312.0,39921.16,50000.0,Unknown,Sunday,No U210AS59,Mastercard,Education,99227.0,2023-09-17 23:11:24,Hyderabad,South,67.0,Male,143061.0,76935.24,100000.0,Mobile,Sunday,No M354MB47,Mastercard,Retail,173112.0,2023-09-19 03:58:31,Patna,East,29.0,Male,166372.0,102047.82,200000.0,Point-of-Sale Terminal,Tuesday,No I473CI50,RuPay,Online Shopping,84892.0,2023-09-19 04:01:16,Kochi,South,53.0,Male,,114120.39,150000.0,Unknown,Tuesday,No S775XK17,Mastercard,Utility bill,151259.0,2023-09-19 12:32:21,Bengaluru,South,73.0,Female,192196.0,132786.84,200000.0,Contactless Payment Device,Tuesday,No G299NA37,Visa,Utility bill,83794.0,2023-09-19 17:36:57,Delhi,North,46.0,Male,135013.0,53020.68,100000.0,Mobile,Tuesday,No Y968HA80,Visa,Transportation,43576.0,2023-09-20 04:24:28,Mumbai,West,64.0,Female,65424.0,23969.49,50000.0,Mobile,Wednesday,No Q130GK37,RuPay,Entertainment,80129.0,2023-09-20 17:25:43,Jaipur,North,20.0,Male,85485.0,58514.4,100000.0,Unknown,Wednesday,No X994YK81,Visa,Retail,33895.0,2023-09-20 18:42:54,Lucknow,North,21.0,Male,138014.0,40202.39,150000.0,Mobile,Wednesday,No Y374LD61,Visa,Entertainment,97220.0,2023-09-20 22:00:35,Patna,East,70.0,Female,114376.0,66323.89,150000.0,Mobile,Wednesday,Yes Q312HS78,Visa,Retail,35247.0,2023-09-21 00:44:44,Pune,West,51.0,Male,139678.0,34950.9,150000.0,Mobile,Thursday,No S311UG91,American Express,Education,30177.0,2023-09-21 10:32:38,Hyderabad,South,29.0,Female,155022.0,16030.1,150000.0,Desktop,Thursday,No B630ZU81,Visa,Retail,26320.0,2023-09-21 12:52:28,Jaipur,North,68.0,Male,288979.0,16621.53,200000.0,Mobile,Thursday,Yes C297RO87,American Express,Online Shopping,31776.0,2023-09-22 10:05:01,Jaipur,North,20.0,Male,,38703.64,100000.0,Point-of-Sale Terminal,Friday,No C956RP45,American Express,Entertainment,85611.0,2023-09-22 10:21:27,Jaipur,North,47.0,Female,125103.0,71251.58,100000.0,Point-of-Sale Terminal,Friday,No I880TA13,Mastercard,Healthcare,100426.0,2023-09-22 11:51:43,Kolkata,East,61.0,Female,251023.0,80662.94,200000.0,Unknown,Friday,No S982AM48,Visa,Retail,158326.0,2023-09-22 15:43:02,Patna,East,43.0,Male,296480.0,127381.03,200000.0,Desktop,Friday,No M737BO22,Visa,Dining,53577.0,2023-09-22 19:48:49,Hyderabad,South,37.0,Female,115354.0,55035.51,150000.0,Point-of-Sale Terminal,Friday,No H336CZ67,Mastercard,Healthcare,89817.0,2023-09-22 22:46:05,Patna,East,75.0,Male,102748.0,78408.78,100000.0,Point-of-Sale Terminal,Friday,No M471ZR72,Mastercard,Healthcare,56892.0,2023-09-23 07:13:26,Surat,West,58.0,Male,,38224.7,100000.0,Unknown,Saturday,Yes L573LB89,Visa,Healthcare,36300.0,2023-09-23 09:45:30,Pune,West,55.0,Male,224871.0,47739.81,150000.0,Contactless Payment Device,Saturday,Yes I390SX53,Visa,Entertainment,95194.0,2023-09-23 15:28:50,Surat,West,20.0,Female,116619.0,96390.92,100000.0,Point-of-Sale Terminal,Saturday,No Z200ZX70,RuPay,Dining,38137.0,2023-09-23 17:29:14,Lucknow,North,80.0,Male,47461.0,31020.61,50000.0,Point-of-Sale Terminal,Saturday,No G761QP25,,Online Shopping,56027.0,2023-09-24 20:56:26,Pune,West,70.0,Male,74726.0,74705.45,100000.0,Desktop,Sunday,No W505OQ30,Visa,Dining,63577.0,2023-09-25 02:03:02,Bengaluru,South,41.0,Female,95498.0,36358.91,100000.0,Mobile,Monday,No S300PU84,Mastercard,Retail,91778.0,2023-09-25 07:40:26,Hyderabad,South,23.0,Female,146023.0,53187.95,100000.0,Contactless Payment Device,Monday,No S294ZO34,Visa,Entertainment,186888.0,2023-09-25 16:15:24,Kochi,South,23.0,Male,271208.0,134299.39,200000.0,Unknown,Monday,No W994RT95,Mastercard,Transportation,39226.0,2023-09-25 17:27:51,Delhi,North,68.0,Male,42349.0,47400.5,50000.0,Mobile,Monday,No D425WO96,Mastercard,Retail,64080.0,2023-09-25 23:53:54,Bengaluru,South,24.0,Female,174215.0,30822.92,150000.0,Mobile,Monday,Yes Q810WP70,Visa,Entertainment,140029.0,2023-09-26 15:00:53,Ahmedabad,West,,Female,224416.0,147295.08,150000.0,Contactless Payment Device,Tuesday,No W836QB96,RuPay,Online Shopping,189944.0,2023-09-26 18:54:17,Bengaluru,South,23.0,Female,282712.0,187581.43,200000.0,Desktop,Tuesday,No F142JB23,Mastercard,Dining,34575.0,2023-09-27 03:35:25,Delhi,North,47.0,Male,80664.0,43658.18,100000.0,Unknown,Wednesday,No I429TV60,Visa,Online Shopping,31708.0,2023-09-27 06:30:16,Hyderabad,South,75.0,Female,59214.0,18258.5,50000.0,Unknown,Wednesday,No K998GK11,Visa,Utility bill,56586.0,2023-09-27 13:14:33,Patna,East,76.0,Female,137879.0,78308.1,100000.0,Contactless Payment Device,Wednesday,No P670GK78,Mastercard,Dining,113855.0,2023-09-27 14:48:00,Chennai,South,54.0,Female,256958.0,124780.32,200000.0,Point-of-Sale Terminal,Wednesday,Yes X199JC82,RuPay,Utility bill,147019.0,2023-09-27 18:44:06,Bengaluru,South,31.0,Male,149343.0,119551.81,200000.0,Contactless Payment Device,Wednesday,No R820ZM60,Mastercard,Healthcare,65225.0,2023-09-28 02:39:11,Patna,East,49.0,Male,141102.0,89061.08,150000.0,Mobile,Thursday,Yes K406NH92,Visa,Retail,166631.0,2023-09-28 02:41:00,Jaipur,North,38.0,Male,163878.0,83349.25,200000.0,Mobile,Thursday,Yes I356VL23,Mastercard,Retail,92346.0,2023-09-28 05:14:54,Mumbai,West,40.0,Female,142489.0,98623.04,100000.0,Contactless Payment Device,Thursday,No T465TO54,Visa,Entertainment,188969.0,2023-09-28 12:12:18,Chennai,South,43.0,Female,234074.0,101050.2,200000.0,Desktop,Thursday,No K111QW53,Mastercard,Utility bill,73119.0,2023-09-28 20:21:50,Bengaluru,South,78.0,Male,,78882.11,200000.0,Desktop,Thursday,Yes N755MW16,RuPay,Healthcare,95411.0,2023-09-28 20:26:38,Kochi,South,31.0,Male,160734.0,83404.89,150000.0,Desktop,Thursday,No F708BF29,RuPay,Dining,51898.0,2023-09-28 20:38:44,Chennai,South,26.0,Male,,52137.39,100000.0,Point-of-Sale Terminal,Thursday,No P543LS61,Visa,Dining,125997.0,2023-09-29 07:43:59,Kolkata,East,62.0,Male,174876.0,,150000.0,Unknown,Friday,No Q442OJ80,Visa,Online Shopping,120597.0,2023-09-30 04:46:17,Delhi,North,31.0,Female,290163.0,131485.65,200000.0,Mobile,Saturday,No A925ZT13,Mastercard,Healthcare,44572.0,2023-10-01 00:01:28,Mumbai,West,57.0,Female,48390.0,,50000.0,Unknown,Sunday,Yes G723PD91,Mastercard,Healthcare,36080.0,2023-10-01 06:55:08,Kolkata,East,63.0,Male,41055.0,44323.8,50000.0,Mobile,Sunday,No I244VQ36,Visa,Healthcare,83648.0,2023-10-03 00:14:18,Mumbai,West,52.0,Female,126902.0,74247.0,100000.0,Contactless Payment Device,Tuesday,No W553BN64,Visa,Healthcare,74253.0,2023-10-03 00:40:11,Pune,West,42.0,Male,114667.0,53387.85,100000.0,Point-of-Sale Terminal,Tuesday,No A223DE82,Mastercard,Entertainment,73795.0,2023-10-03 02:11:36,Bengaluru,South,65.0,Male,243976.0,77275.75,200000.0,Contactless Payment Device,Tuesday,No I558QE62,RuPay,Transportation,62689.0,2023-10-03 04:26:13,Lucknow,North,26.0,Female,205180.0,81677.7,200000.0,Mobile,Tuesday,Yes V121TE42,Visa,Utility bill,165734.0,2023-10-03 05:56:52,Kochi,South,68.0,Male,207215.0,,200000.0,Mobile,Tuesday,No P146BZ59,RuPay,Utility bill,81040.0,2023-10-03 06:37:12,Jaipur,North,30.0,Male,232179.0,88114.19,200000.0,Unknown,Tuesday,No B407MK46,Mastercard,Retail,34434.0,2023-10-04 00:02:39,Surat,West,49.0,Female,53788.0,22191.46,50000.0,Unknown,Wednesday,No K210MS49,Visa,Online Shopping,76084.0,2023-10-04 00:46:20,Surat,West,62.0,Female,91796.0,34308.83,100000.0,Point-of-Sale Terminal,Wednesday,No O500VG86,Visa,Transportation,31988.0,2023-10-04 01:33:27,Lucknow,North,18.0,Female,56118.0,15130.18,50000.0,Unknown,Wednesday,Yes I648UP72,Visa,Transportation,35367.0,2023-10-04 04:19:46,Hyderabad,South,57.0,Male,142190.0,32478.05,100000.0,Point-of-Sale Terminal,Wednesday,No Q300YP11,Visa,Transportation,138037.0,2023-10-04 08:36:22,Patna,East,77.0,Female,181380.0,102552.53,150000.0,Mobile,Wednesday,No U369LI52,Visa,Transportation,26360.0,2023-10-04 10:18:19,Mumbai,West,63.0,Female,46994.0,33662.74,50000.0,Contactless Payment Device,Wednesday,No K931ZX33,Mastercard,Retail,29698.0,2023-10-04 10:32:02,Delhi,North,30.0,Female,67141.0,,50000.0,Unknown,Wednesday,No F449UF23,Visa,Retail,79512.0,2023-10-04 15:59:08,Lucknow,North,32.0,Female,266041.0,65260.29,200000.0,Mobile,Wednesday,No M224LP73,Visa,Utility bill,46329.0,2023-10-05 07:01:11,Lucknow,North,31.0,Female,,32344.61,150000.0,Mobile,Thursday,No J700GW67,RuPay,Dining,44862.0,2023-10-06 17:27:06,Ahmedabad,West,60.0,Male,36723.0,30322.17,50000.0,Point-of-Sale Terminal,Friday,No C546PP44,Mastercard,Transportation,134066.0,2023-10-06 18:08:32,Hyderabad,South,75.0,Female,267684.0,54372.99,200000.0,Unknown,Friday,No P545EC71,Mastercard,Dining,54330.0,2023-10-06 23:04:19,Jaipur,North,29.0,Male,213864.0,,150000.0,Point-of-Sale Terminal,Friday,No U612SC72,Mastercard,Retail,29567.0,2023-10-07 09:20:13,Patna,East,57.0,Male,67150.0,22744.55,50000.0,Unknown,Saturday,Yes N415WQ27,RuPay,Utility bill,44028.0,2023-10-07 13:40:45,Ahmedabad,West,53.0,Male,40702.0,45213.75,50000.0,Desktop,Saturday,No K116KN80,Visa,Education,46947.0,2023-10-07 22:15:58,Ahmedabad,West,51.0,Male,181849.0,45630.44,200000.0,Contactless Payment Device,Saturday,No F322RF66,Mastercard,Transportation,43468.0,2023-10-08 00:23:19,Pune,West,54.0,Male,,20442.46,50000.0,Desktop,Sunday,No X850WG52,Mastercard,Dining,28333.0,2023-10-08 03:48:16,Hyderabad,South,26.0,Female,,17877.17,100000.0,Point-of-Sale Terminal,Sunday,No J735HT92,Visa,Transportation,31614.0,2023-10-08 04:24:07,Delhi,North,40.0,Male,58155.0,14080.98,50000.0,Unknown,Sunday,No Y964HR31,American Express,Online Shopping,80604.0,2023-10-08 07:14:25,Chennai,South,44.0,Male,139859.0,91321.89,100000.0,Desktop,Sunday,No A477UA87,Visa,Transportation,111921.0,2023-10-08 07:15:48,Kochi,South,43.0,Male,126687.0,114682.29,150000.0,Mobile,Sunday,No E564UN68,Mastercard,Education,28219.0,2023-10-08 10:18:37,Hyderabad,South,36.0,Female,297250.0,19860.66,200000.0,Unknown,Sunday,No J637JD10,RuPay,Entertainment,99615.0,2023-10-08 12:26:46,Ahmedabad,West,24.0,Female,123306.0,120389.99,150000.0,Desktop,Sunday,No R328OZ76,Mastercard,Retail,79189.0,2023-10-08 23:00:56,Ahmedabad,West,48.0,Female,78605.0,53875.01,100000.0,Point-of-Sale Terminal,Sunday,No L510QR75,Visa,Retail,93876.0,2023-10-10 02:32:51,Patna,East,37.0,Female,193660.0,96701.09,150000.0,Point-of-Sale Terminal,Tuesday,No T582PD79,Visa,Online Shopping,97118.0,2023-10-10 11:07:15,Chennai,South,80.0,Female,166603.0,65890.81,150000.0,Desktop,Tuesday,No Z322PT72,RuPay,Utility bill,78741.0,2023-10-11 00:31:08,Mumbai,West,80.0,Female,103049.0,98079.75,100000.0,Unknown,Wednesday,No Z355EQ50,Mastercard,Retail,34952.0,2023-10-11 10:45:40,Bengaluru,South,27.0,Male,135489.0,45099.6,150000.0,Unknown,Wednesday,No V230CD21,Mastercard,Online Shopping,31584.0,2023-10-11 13:05:24,Bengaluru,South,29.0,Male,75285.0,31335.22,100000.0,Contactless Payment Device,Wednesday,Yes S939IH12,Visa,Online Shopping,165391.0,2023-10-11 13:08:39,Lucknow,North,20.0,Female,211871.0,150059.29,200000.0,Point-of-Sale Terminal,Wednesday,No I366OD10,Visa,Dining,43680.0,2023-10-12 22:37:35,Bengaluru,South,31.0,Male,100346.0,30444.74,100000.0,Unknown,Thursday,Yes U416EZ17,RuPay,Utility bill,32211.0,2023-10-12 23:22:52,Patna,East,54.0,Female,94594.0,14182.04,100000.0,Unknown,Thursday,Yes G668YA44,Visa,Healthcare,34078.0,2023-10-13 16:37:05,Delhi,North,28.0,Male,121047.0,36476.6,100000.0,,Friday,No Y178LS50,Mastercard,Education,107641.0,2023-10-14 00:41:58,Mumbai,West,25.0,Male,155457.0,147693.78,200000.0,Mobile,Saturday,Yes T435GA70,Visa,Transportation,74684.0,2023-10-15 03:03:19,Lucknow,North,30.0,Male,142265.0,56641.28,150000.0,Unknown,Sunday,Yes C828HO46,Mastercard,Retail,45995.0,2023-10-15 05:22:37,Bengaluru,South,66.0,Male,183867.0,21979.63,150000.0,Unknown,Sunday,Yes C996JZ72,Visa,Retail,34921.0,2023-10-15 06:38:15,Kolkata,East,47.0,Male,37085.0,37581.5,50000.0,Desktop,Sunday,No D891SC58,RuPay,Entertainment,175086.0,2023-10-15 08:23:41,Mumbai,West,51.0,Female,180324.0,133792.46,200000.0,Point-of-Sale Terminal,Sunday,No A437ZO15,RuPay,Education,29637.0,2023-10-15 12:32:41,Chennai,South,36.0,Female,63760.0,22450.42,50000.0,Unknown,Sunday,No Y278WC91,Visa,Utility bill,44946.0,2023-10-15 21:40:45,Chennai,South,78.0,Male,61295.0,29970.97,50000.0,Mobile,Sunday,Yes L555DW27,Mastercard,Dining,47952.0,2023-10-15 21:56:15,Kochi,South,73.0,Female,70175.0,27268.36,50000.0,Desktop,Sunday,No Q802KV88,Visa,Online Shopping,26564.0,2023-10-16 02:57:30,Patna,East,75.0,Male,84219.0,12295.48,100000.0,Point-of-Sale Terminal,Monday,No X828DN32,RuPay,Education,31697.0,2023-10-16 19:38:09,Patna,East,58.0,Male,47963.0,19204.64,50000.0,Desktop,Monday,Yes V168UC51,Mastercard,Transportation,42354.0,2023-10-17 03:29:33,Surat,West,53.0,Female,119057.0,25797.17,100000.0,Point-of-Sale Terminal,Tuesday,Yes Q904IR19,Visa,Entertainment,181295.0,2023-10-17 08:52:23,Surat,West,35.0,Male,202993.0,95504.67,200000.0,,Tuesday,Yes S982FY38,Mastercard,Dining,32972.0,2023-10-17 10:00:29,Patna,East,69.0,Male,52206.0,41168.07,50000.0,Contactless Payment Device,Tuesday,No U788EH56,Visa,Retail,96387.0,2023-10-17 10:26:26,Chennai,South,66.0,Female,133615.0,66206.49,100000.0,Contactless Payment Device,Tuesday,No L926YQ96,Visa,Retail,26909.0,2023-10-17 13:35:41,Delhi,North,76.0,Female,117062.0,23793.29,150000.0,Contactless Payment Device,Tuesday,No T669BO95,RuPay,Healthcare,64356.0,2023-10-17 15:07:03,Hyderabad,South,,Female,139633.0,79662.39,150000.0,Mobile,Tuesday,Yes H785SG61,RuPay,Online Shopping,58144.0,2023-10-17 16:21:49,Lucknow,North,74.0,Male,85372.0,27811.75,100000.0,Desktop,Tuesday,No C136QY73,Mastercard,Dining,64489.0,2023-10-17 19:20:32,Delhi,North,24.0,Female,175579.0,74001.03,200000.0,Unknown,Tuesday,Yes V712BG26,Mastercard,Retail,71716.0,2023-10-17 19:25:17,Jaipur,North,25.0,Female,213686.0,91124.67,150000.0,Contactless Payment Device,Tuesday,No Q543ZF14,Visa,Entertainment,71825.0,2023-10-17 22:11:14,Kolkata,East,40.0,Female,107706.0,70159.23,100000.0,Mobile,Tuesday,Yes Z917WK80,American Express,Dining,78480.0,2023-10-17 23:40:27,Ahmedabad,West,76.0,Male,211863.0,36492.15,200000.0,Unknown,Tuesday,No E645FW52,Mastercard,Healthcare,105026.0,2023-10-18 07:59:31,Surat,West,76.0,Female,143508.0,99573.77,150000.0,Desktop,Wednesday,No J640RL94,Visa,Online Shopping,55268.0,2023-10-18 08:17:03,Mumbai,West,76.0,Male,74290.0,42252.44,100000.0,Point-of-Sale Terminal,Wednesday,No C374VC95,Mastercard,Online Shopping,47003.0,2023-10-18 08:48:48,Bengaluru,South,18.0,Male,182259.0,55314.6,150000.0,Desktop,Wednesday,No Z156KW51,Visa,Online Shopping,72318.0,2023-10-18 12:01:08,Kochi,South,79.0,Female,156358.0,63745.78,150000.0,Point-of-Sale Terminal,Wednesday,Yes Q583RX56,American Express,Transportation,67520.0,2023-10-18 17:05:57,Ahmedabad,West,51.0,Female,155106.0,,150000.0,Contactless Payment Device,Wednesday,No A170LO29,RuPay,Education,35866.0,2023-10-19 01:44:37,Bengaluru,South,57.0,Female,153226.0,40046.31,150000.0,Point-of-Sale Terminal,Thursday,No Y235EW90,Visa,Utility bill,119080.0,2023-10-19 02:58:18,Surat,West,,Female,175457.0,86614.07,150000.0,Desktop,Thursday,No P264HJ21,RuPay,Healthcare,25715.0,2023-10-19 23:32:47,Ahmedabad,West,43.0,Female,53157.0,29823.19,50000.0,Desktop,Thursday,Yes J696VW53,Visa,Utility bill,77508.0,2023-10-20 01:25:13,Jaipur,North,43.0,Female,120231.0,88651.12,150000.0,Mobile,Friday,No P580TE36,Mastercard,Dining,43478.0,2023-10-20 14:06:59,Patna,East,62.0,Male,73810.0,29512.97,50000.0,Desktop,Friday,No P254UX63,Visa,Healthcare,37652.0,2023-10-20 16:15:30,Patna,East,47.0,Male,,31684.86,50000.0,Desktop,Friday,Yes S931DW67,Mastercard,Utility bill,82143.0,2023-10-20 18:12:52,Delhi,North,67.0,Male,286138.0,92147.64,200000.0,Mobile,Friday,No I637IC71,Mastercard,Dining,46118.0,2023-10-21 00:47:09,Chennai,South,46.0,Male,64733.0,22819.91,50000.0,Desktop,Saturday,Yes D527ZQ94,RuPay,Healthcare,40389.0,2023-10-21 10:16:31,Chennai,South,74.0,Female,64488.0,47830.55,50000.0,Unknown,Saturday,No K561EN24,American Express,Online Shopping,125491.0,2023-10-21 17:18:02,Surat,West,24.0,Female,149788.0,59646.77,200000.0,Contactless Payment Device,Saturday,No N524MJ73,Visa,Healthcare,85710.0,2023-10-21 19:10:24,Hyderabad,South,55.0,Female,137054.0,49035.6,100000.0,Point-of-Sale Terminal,Saturday,No V224PI15,Visa,,47184.0,2023-10-22 08:03:31,Delhi,North,55.0,Female,113030.0,26406.19,100000.0,Point-of-Sale Terminal,Sunday,No I446PR85,American Express,Transportation,142710.0,2023-10-22 08:15:54,Kolkata,East,48.0,Male,171802.0,93218.14,150000.0,Desktop,Sunday,No A365VA78,Visa,Online Shopping,38881.0,2023-10-22 11:36:46,Patna,East,36.0,Female,,38427.06,50000.0,Desktop,Sunday,No C657BG54,Visa,Dining,95416.0,2023-10-23 11:01:19,Bengaluru,South,30.0,Male,84951.0,67911.2,100000.0,Point-of-Sale Terminal,Monday,Yes Z137LX66,Visa,Retail,92050.0,2023-10-24 02:34:51,Patna,East,,Female,192086.0,69316.5,200000.0,Point-of-Sale Terminal,Tuesday,No M219DM39,Visa,Retail,39676.0,2023-10-24 02:51:37,Kolkata,East,35.0,Female,38264.0,47416.63,50000.0,Contactless Payment Device,Tuesday,No X239XD72,RuPay,Education,82278.0,2023-10-24 06:55:41,Kochi,South,50.0,Female,120141.0,59098.34,100000.0,Mobile,Tuesday,No V851KF78,Visa,Online Shopping,31120.0,2023-10-24 10:39:38,Ahmedabad,West,56.0,Female,,31241.3,50000.0,Unknown,Tuesday,No A545AC68,Visa,Retail,68415.0,2023-10-25 05:07:17,Kochi,South,56.0,Male,98618.0,91109.65,100000.0,Unknown,Wednesday,No D657FZ52,RuPay,Transportation,26127.0,2023-10-26 00:24:07,Patna,East,,Male,36287.0,10729.51,50000.0,Desktop,Thursday,Yes H791LV91,Mastercard,Online Shopping,35050.0,2023-10-26 02:21:59,Kolkata,East,28.0,Female,42374.0,16552.93,50000.0,Point-of-Sale Terminal,Thursday,Yes K228IZ49,Visa,Retail,47491.0,2023-10-26 07:30:54,Chennai,South,51.0,Male,47419.0,38223.6,50000.0,Mobile,Thursday,No T891VX51,American Express,Dining,181678.0,2023-10-26 14:46:26,Kochi,South,20.0,Male,245991.0,128203.54,200000.0,Desktop,Thursday,No J492FF63,Mastercard,Transportation,45054.0,2023-10-26 23:07:05,Lucknow,North,37.0,Female,54905.0,45320.08,50000.0,Mobile,Thursday,Yes K976WA91,Visa,Dining,41685.0,2023-10-27 08:14:00,Lucknow,North,26.0,Female,81356.0,41748.97,100000.0,Point-of-Sale Terminal,Friday,No E604SE47,Visa,Online Shopping,94388.0,2023-10-27 09:09:19,Kolkata,East,20.0,Female,118160.0,56358.79,150000.0,,Friday,No W672LC83,Visa,Healthcare,116644.0,2023-10-27 21:57:21,Jaipur,North,66.0,Male,222833.0,78235.79,150000.0,Point-of-Sale Terminal,Friday,No W712KV46,Mastercard,Education,180024.0,2023-10-28 00:15:47,Kolkata,East,68.0,Male,281521.0,191722.84,200000.0,Point-of-Sale Terminal,Saturday,Yes A281YZ76,RuPay,Retail,96811.0,2023-10-28 03:42:51,Pune,West,,Male,189610.0,41486.27,150000.0,Contactless Payment Device,Saturday,No B258SK54,RuPay,Entertainment,39141.0,2023-10-28 09:14:39,Mumbai,West,54.0,Female,44361.0,37501.32,50000.0,Contactless Payment Device,Saturday,No G154CX55,Visa,Online Shopping,96457.0,2023-10-29 09:52:08,Kolkata,East,54.0,Female,103084.0,42537.47,100000.0,Point-of-Sale Terminal,Sunday,No N175ZO47,Mastercard,Retail,40797.0,2023-10-29 18:06:39,Mumbai,West,26.0,Female,227411.0,38981.27,200000.0,Mobile,Sunday,No E401HN62,American Express,Retail,27925.0,2023-10-30 04:17:59,Kochi,South,77.0,Female,109819.0,21682.4,150000.0,Mobile,Monday,No X561HN31,American Express,Dining,45907.0,2023-10-30 07:55:25,Kochi,South,78.0,Female,62686.0,35694.81,50000.0,Point-of-Sale Terminal,Monday,No N547MT71,American Express,Retail,95463.0,2023-10-30 12:31:52,Chennai,South,62.0,Female,130588.0,59175.04,100000.0,Mobile,Monday,No X120XJ27,Mastercard,Online Shopping,25032.0,2023-10-30 14:38:54,Patna,East,22.0,Female,39373.0,15008.87,50000.0,Unknown,Monday,No G863PH18,Mastercard,Retail,37925.0,2023-10-31 09:51:14,Kochi,South,43.0,Female,40475.0,29554.91,50000.0,Unknown,Tuesday,Yes X610TL37,Visa,Online Shopping,160141.0,2023-11-01 07:33:54,Bengaluru,South,38.0,Male,286676.0,92919.67,200000.0,Point-of-Sale Terminal,Wednesday,No Y707JG14,Visa,Entertainment,44856.0,2023-11-01 09:52:54,Bengaluru,South,76.0,Male,260347.0,30792.07,200000.0,Unknown,Wednesday,No B853OD50,RuPay,Entertainment,26016.0,2023-11-01 13:54:50,Pune,West,62.0,Female,93247.0,35412.25,100000.0,Unknown,Wednesday,No I812MR83,Mastercard,Healthcare,140660.0,2023-11-01 15:22:54,Kolkata,East,61.0,Female,,112296.24,200000.0,Mobile,Wednesday,No Z823DN40,Visa,Education,74040.0,2023-11-01 16:32:41,Kochi,South,60.0,Female,149066.0,74028.24,100000.0,Contactless Payment Device,Wednesday,No Q647NR19,Mastercard,Online Shopping,67191.0,2023-11-01 17:37:37,Surat,West,56.0,Male,207328.0,56445.6,150000.0,Desktop,Wednesday,Yes M631YJ64,Mastercard,Retail,37652.0,2023-11-02 01:47:54,Pune,West,66.0,Male,82755.0,42939.12,100000.0,Contactless Payment Device,Thursday,No G121JS63,American Express,Education,39571.0,2023-11-02 08:43:37,Kochi,South,39.0,Female,199463.0,17959.62,150000.0,Point-of-Sale Terminal,Thursday,Yes R448HD37,Mastercard,Online Shopping,102320.0,2023-11-02 11:01:11,Delhi,North,74.0,Male,217163.0,141850.87,150000.0,,Thursday,Yes T604SK45,Visa,Online Shopping,93199.0,2023-11-02 13:34:46,Bengaluru,South,80.0,Female,79465.0,89398.17,100000.0,Desktop,Thursday,Yes N956RX26,Visa,Utility bill,40193.0,2023-11-02 14:02:41,Kolkata,East,48.0,Male,40313.0,22837.81,50000.0,Point-of-Sale Terminal,Thursday,Yes Y217PN81,RuPay,Dining,105140.0,2023-11-02 14:44:02,Hyderabad,South,64.0,Male,208578.0,120165.42,200000.0,Point-of-Sale Terminal,Thursday,No J701QX34,RuPay,Utility bill,92691.0,2023-11-02 17:44:31,Chennai,South,62.0,Female,144725.0,63861.18,150000.0,Point-of-Sale Terminal,Thursday,No O844HP17,American Express,Healthcare,95746.0,2023-11-03 00:50:43,Pune,West,69.0,Female,85993.0,98543.6,100000.0,Contactless Payment Device,Friday,No D288SJ37,American Express,Transportation,80828.0,2023-11-03 05:32:59,Delhi,North,78.0,Male,,77155.81,200000.0,Contactless Payment Device,Friday,No I901CB12,Mastercard,Healthcare,32788.0,2023-11-03 16:30:36,Lucknow,North,40.0,Male,74177.0,37160.92,50000.0,Unknown,Friday,Yes Z724KN80,Visa,Online Shopping,87028.0,2023-11-03 21:17:36,Jaipur,North,34.0,Male,122104.0,57528.0,100000.0,Unknown,Friday,No F647CE60,Visa,Retail,31162.0,2023-11-05 03:26:38,Bengaluru,South,47.0,Female,75905.0,26207.42,100000.0,Unknown,Sunday,No V589XY66,Visa,Dining,49780.0,2023-11-05 11:44:34,Lucknow,North,61.0,Male,147912.0,47250.07,100000.0,Point-of-Sale Terminal,Sunday,No R518WH50,Visa,Entertainment,73203.0,2023-11-05 17:08:29,Kochi,South,66.0,Female,177652.0,54378.49,150000.0,Contactless Payment Device,Sunday,No L532FC31,RuPay,Dining,35160.0,2023-11-06 09:56:01,Pune,West,41.0,Male,61762.0,22306.4,50000.0,Unknown,Monday,No O986YR72,Visa,Retail,142771.0,2023-11-06 11:04:30,Jaipur,North,40.0,Female,265023.0,178619.64,200000.0,Desktop,Monday,No L344VF59,Mastercard,Online Shopping,43754.0,2023-11-06 12:06:03,Ahmedabad,West,31.0,Male,71301.0,34080.62,50000.0,Contactless Payment Device,Monday,Yes J741WD85,RuPay,Dining,80692.0,2023-11-06 13:06:22,Kolkata,East,38.0,Female,131344.0,76563.94,100000.0,Mobile,Monday,No M370UY38,Visa,Retail,39440.0,2023-11-06 13:28:59,Bengaluru,South,58.0,Female,51448.0,48108.99,50000.0,Point-of-Sale Terminal,Monday,No P131UO86,Mastercard,Utility bill,40298.0,2023-11-06 15:21:42,Chennai,South,47.0,Male,142916.0,31370.03,100000.0,Unknown,Monday,No O205PM28,Visa,Online Shopping,115990.0,2023-11-06 18:41:01,Surat,West,67.0,Female,270845.0,65899.17,200000.0,Unknown,Monday,Yes B776EE17,RuPay,Dining,38302.0,2023-11-07 03:57:04,Patna,East,59.0,Female,277566.0,42227.84,200000.0,Point-of-Sale Terminal,Tuesday,No C592PV27,Visa,Online Shopping,37128.0,2023-11-07 15:10:36,Delhi,North,38.0,Male,219258.0,17765.47,200000.0,Mobile,Tuesday,No O396BP40,RuPay,Transportation,64484.0,2023-11-07 18:15:34,Surat,West,66.0,Female,110975.0,46029.72,100000.0,Desktop,Tuesday,No M889PV58,Mastercard,Education,40640.0,2023-11-09 09:43:57,Kochi,South,64.0,Female,119284.0,25899.64,150000.0,Desktop,Thursday,No S270CL18,Mastercard,Retail,113970.0,2023-11-09 12:24:06,Patna,East,67.0,Male,121102.0,,150000.0,Point-of-Sale Terminal,Thursday,No K512RG34,Visa,Retail,49747.0,2023-11-10 01:17:41,Patna,East,44.0,Female,64790.0,22526.51,50000.0,Contactless Payment Device,Friday,No A506YC57,Mastercard,Online Shopping,32784.0,2023-11-10 04:54:38,Hyderabad,South,64.0,Male,82291.0,18246.96,100000.0,Point-of-Sale Terminal,Friday,No B293AB51,Visa,Retail,132966.0,2023-11-10 05:12:02,Kolkata,East,69.0,,130861.0,101077.04,150000.0,Contactless Payment Device,Friday,No H703GN38,Mastercard,Dining,103922.0,2023-11-10 07:15:58,Hyderabad,South,56.0,Female,165993.0,91917.66,200000.0,Desktop,Friday,No N231QX71,Visa,Dining,99034.0,2023-11-10 09:23:56,Bengaluru,South,68.0,Male,130096.0,87015.72,100000.0,Mobile,Friday,No F131WX79,Visa,Online Shopping,36109.0,2023-11-10 13:00:30,Mumbai,West,35.0,Male,59594.0,26090.37,50000.0,Point-of-Sale Terminal,Friday,No O450RB76,Visa,Entertainment,34222.0,2023-11-10 14:13:55,Patna,East,37.0,Male,,20062.04,50000.0,Desktop,Friday,Yes F622WO13,RuPay,Utility bill,144239.0,2023-11-10 21:42:50,Delhi,North,33.0,Male,152580.0,140700.91,150000.0,Unknown,Friday,No I771MV82,Mastercard,Entertainment,123391.0,2023-11-11 02:07:50,Chennai,South,63.0,Female,149808.0,65550.81,150000.0,Unknown,Saturday,No W364HK88,Visa,Online Shopping,30900.0,2023-11-11 04:00:37,Jaipur,North,30.0,Female,35589.0,32502.63,50000.0,Desktop,Saturday,No Q466JM75,Mastercard,Online Shopping,63805.0,2023-11-11 17:20:41,Pune,West,37.0,Male,149290.0,71398.89,200000.0,Mobile,Saturday,Yes K729KV76,Visa,Healthcare,144461.0,2023-11-12 01:19:49,Delhi,North,63.0,Female,123678.0,109465.62,150000.0,Mobile,Sunday,No V440IR50,Mastercard,Online Shopping,50555.0,2023-11-12 08:50:11,Ahmedabad,West,62.0,Female,97332.0,50785.68,100000.0,Contactless Payment Device,Sunday,No S679VJ34,RuPay,Online Shopping,104863.0,2023-11-12 08:59:10,Bengaluru,South,60.0,Male,256536.0,85145.7,200000.0,Mobile,Sunday,Yes A202EZ89,Mastercard,Education,67124.0,2023-11-12 19:09:57,Jaipur,North,52.0,Male,,79059.46,100000.0,Desktop,Sunday,Yes L566FC95,RuPay,Online Shopping,84767.0,2023-11-12 22:44:47,Pune,West,64.0,Male,141762.0,67390.75,100000.0,Point-of-Sale Terminal,Sunday,No A740EV67,Mastercard,Utility bill,43956.0,2023-11-13 07:34:27,Patna,East,41.0,Female,44166.0,45554.39,50000.0,Point-of-Sale Terminal,Monday,Yes T742ZB42,Visa,Education,194491.0,2023-11-13 11:32:24,Hyderabad,South,24.0,Female,295943.0,184335.58,200000.0,Contactless Payment Device,Monday,No E148KV34,American Express,Education,40029.0,2023-11-14 01:36:12,Delhi,North,42.0,Female,242171.0,33186.54,200000.0,Unknown,Tuesday,No V419KK67,Mastercard,Utility bill,46434.0,2023-11-14 13:16:53,Jaipur,North,21.0,Male,73405.0,44990.97,50000.0,Unknown,Tuesday,Yes P824EH52,RuPay,Education,36261.0,2023-11-14 18:37:19,Chennai,South,33.0,Female,132474.0,20735.97,150000.0,Point-of-Sale Terminal,Tuesday,No O684YF50,Mastercard,Utility bill,99519.0,2023-11-14 22:57:55,Delhi,North,63.0,Female,105230.0,72959.6,150000.0,Point-of-Sale Terminal,Tuesday,No X633AA89,RuPay,Online Shopping,145016.0,2023-11-15 06:59:22,Delhi,North,71.0,Female,174193.0,81408.12,150000.0,Mobile,Wednesday,No Q699XI21,RuPay,Online Shopping,51801.0,2023-11-15 07:44:12,Lucknow,North,20.0,,99230.0,67274.31,100000.0,Mobile,Wednesday,No O752CR64,Visa,Retail,137517.0,2023-11-15 07:47:21,Ahmedabad,West,78.0,Female,198786.0,145157.2,150000.0,Unknown,Wednesday,No F418ML12,American Express,Entertainment,78947.0,2023-11-15 11:55:34,Bengaluru,South,60.0,Male,103136.0,68936.39,100000.0,Point-of-Sale Terminal,Wednesday,Yes F596IH97,Mastercard,Online Shopping,194461.0,2023-11-15 21:46:54,Hyderabad,South,59.0,Male,205107.0,130104.34,200000.0,Point-of-Sale Terminal,Wednesday,Yes W330VK49,RuPay,Transportation,93206.0,2023-11-16 04:06:08,Pune,West,46.0,Female,289138.0,68555.59,200000.0,Contactless Payment Device,Thursday,Yes I770CH69,RuPay,Retail,176560.0,2023-11-16 11:46:44,Bengaluru,South,41.0,Female,209074.0,85503.1,200000.0,Point-of-Sale Terminal,Thursday,No C848KL51,RuPay,Transportation,135986.0,2023-11-16 12:10:12,Lucknow,North,58.0,Male,285219.0,175539.56,200000.0,Contactless Payment Device,Thursday,No M736AJ84,RuPay,Retail,145706.0,2023-11-17 08:10:23,Pune,West,21.0,Male,200787.0,,200000.0,,Friday,No A179FP99,Visa,Dining,34757.0,2023-11-17 12:43:49,Delhi,North,80.0,Female,50164.0,30905.23,50000.0,Contactless Payment Device,Friday,No Z847VX60,Mastercard,Entertainment,55692.0,2023-11-17 16:46:31,Ahmedabad,West,21.0,Female,80719.0,77408.85,100000.0,Point-of-Sale Terminal,Friday,No N286DS69,Visa,Online Shopping,39676.0,2023-11-18 09:41:10,Surat,West,50.0,Female,115781.0,17080.49,150000.0,Unknown,Saturday,No W670SU38,Visa,Online Shopping,79176.0,2023-11-18 10:40:36,Jaipur,North,40.0,Male,74414.0,89684.51,100000.0,Desktop,Saturday,No Z683PK77,Mastercard,Education,36876.0,2023-11-18 12:23:18,Chennai,South,49.0,Male,38291.0,32062.93,50000.0,Contactless Payment Device,Saturday,No H113RN88,Mastercard,Entertainment,143324.0,2023-11-18 16:40:10,Chennai,South,56.0,Male,167192.0,170781.87,200000.0,Unknown,Saturday,No U254FK43,Visa,Retail,182541.0,2023-11-18 16:41:13,Pune,West,41.0,Male,263637.0,199321.51,200000.0,Desktop,Saturday,No R922JT32,RuPay,Entertainment,160224.0,2023-11-20 14:01:18,Ahmedabad,West,62.0,Female,232263.0,194742.86,200000.0,Desktop,Monday,No T830BZ25,Visa,Retail,162150.0,2023-11-20 17:43:54,Jaipur,North,71.0,Female,261724.0,155867.61,200000.0,Desktop,Monday,No Q888AI16,Visa,Online Shopping,173259.0,2023-11-21 05:19:01,Lucknow,North,78.0,Female,158531.0,93461.62,200000.0,Desktop,Tuesday,Yes B376VV20,RuPay,Education,38230.0,2023-11-21 12:53:13,Kochi,South,26.0,Male,52754.0,44036.23,50000.0,Unknown,Tuesday,No I841QW37,Mastercard,Transportation,44215.0,2023-11-21 14:12:30,Chennai,South,72.0,Female,216949.0,41668.66,200000.0,Unknown,Tuesday,No L280WQ55,RuPay,Dining,56259.0,2023-11-21 17:04:09,Bengaluru,South,42.0,Female,149591.0,,100000.0,Unknown,Tuesday,No V679HL14,Visa,Education,36166.0,2023-11-21 19:43:39,Hyderabad,South,65.0,Male,45258.0,44308.08,50000.0,Contactless Payment Device,Tuesday,Yes Y978TD55,RuPay,Online Shopping,31538.0,2023-11-21 23:33:31,Chennai,South,61.0,Male,117645.0,38998.97,100000.0,Mobile,Tuesday,No L657DB28,Visa,Dining,38015.0,2023-11-22 05:59:54,Chennai,South,76.0,Male,129617.0,16606.31,100000.0,Desktop,Wednesday,No I980PZ47,Mastercard,Dining,45533.0,2023-11-22 13:54:02,Ahmedabad,West,59.0,Male,40699.0,30806.28,50000.0,Mobile,Wednesday,Yes Q358LG56,Visa,Retail,69467.0,2023-11-22 17:09:22,Ahmedabad,West,51.0,Female,105389.0,54333.33,100000.0,Point-of-Sale Terminal,Wednesday,No M349WC72,RuPay,Entertainment,29656.0,2023-11-22 18:03:15,Kolkata,East,26.0,Male,37670.0,,50000.0,Unknown,Wednesday,No P835ED22,RuPay,Healthcare,25100.0,2023-11-22 19:01:50,Kochi,South,50.0,Male,,31321.32,100000.0,Contactless Payment Device,Wednesday,No O198CK78,Visa,Dining,51232.0,2023-11-23 03:02:26,Hyderabad,South,31.0,Male,,24182.5,150000.0,Mobile,Thursday,No V439SP19,Visa,Dining,29075.0,2023-11-23 10:46:17,Patna,East,34.0,Female,59108.0,12928.93,50000.0,Contactless Payment Device,Thursday,No O664XF32,Visa,Online Shopping,67353.0,2023-11-23 18:10:00,Surat,West,,,122343.0,70555.99,100000.0,Point-of-Sale Terminal,Thursday,No E644RI66,Visa,Online Shopping,45816.0,2023-11-23 23:13:30,Pune,West,34.0,Male,67262.0,48197.69,50000.0,Contactless Payment Device,Thursday,Yes Y628LB18,Mastercard,Retail,58462.0,2023-11-24 08:34:29,Jaipur,North,51.0,Male,162683.0,43009.49,150000.0,Contactless Payment Device,Friday,Yes A325ED94,Mastercard,Online Shopping,37596.0,2023-11-24 14:42:35,Kochi,South,36.0,Female,54171.0,31101.35,50000.0,Desktop,Friday,No D782RI76,Mastercard,Retail,146837.0,2023-11-24 16:05:56,Hyderabad,South,67.0,Female,161281.0,175262.33,200000.0,Unknown,Friday,No O137RD96,Mastercard,Dining,119946.0,2023-11-24 17:30:04,Kochi,South,51.0,Male,,77684.09,150000.0,Point-of-Sale Terminal,Friday,Yes P117WO23,Mastercard,Entertainment,145218.0,2023-11-24 18:35:30,Kochi,South,47.0,Female,142949.0,138052.81,200000.0,Mobile,Friday,No M244VL30,Visa,Dining,30269.0,2023-11-24 20:02:08,Lucknow,North,71.0,Male,78320.0,34490.59,100000.0,Unknown,Friday,No I186GH18,Mastercard,Entertainment,135334.0,2023-11-24 20:10:02,Mumbai,West,48.0,Male,195702.0,93145.1,150000.0,Point-of-Sale Terminal,Friday,No W488IF22,Visa,Utility bill,175774.0,2023-11-25 11:15:54,Hyderabad,South,24.0,Male,232764.0,78203.84,200000.0,Point-of-Sale Terminal,Saturday,No Y246TD97,Visa,Retail,174058.0,2023-11-25 14:38:20,Lucknow,North,18.0,Female,252092.0,93094.29,200000.0,Mobile,Saturday,No S175GX51,Visa,Education,59518.0,2023-11-25 17:41:49,Surat,West,36.0,Female,139624.0,31393.0,100000.0,Point-of-Sale Terminal,Saturday,No U584DZ73,Visa,Online Shopping,120777.0,2023-11-25 19:29:47,Pune,West,36.0,Male,116226.0,111632.49,150000.0,Unknown,Saturday,No Y279KH18,Mastercard,Retail,90994.0,2023-11-26 10:20:39,Lucknow,North,48.0,Male,74721.0,99719.27,100000.0,Mobile,Sunday,No T613SO86,American Express,Utility bill,38823.0,2023-11-26 13:44:41,Chennai,South,43.0,Male,,26088.74,100000.0,Unknown,Sunday,No L873FS33,American Express,Dining,64352.0,2023-11-26 23:45:17,Bengaluru,South,72.0,Male,186383.0,62892.11,150000.0,Desktop,Sunday,No F947OT18,RuPay,Healthcare,82805.0,2023-11-27 00:00:45,Bengaluru,South,72.0,Male,212649.0,82898.52,200000.0,Desktop,Monday,No X443YV14,American Express,Education,39582.0,2023-11-27 02:15:45,Pune,West,33.0,Female,44740.0,47079.15,50000.0,Desktop,Monday,No C613RZ18,Visa,Online Shopping,90266.0,2023-11-27 04:13:44,Hyderabad,South,35.0,Male,159738.0,110157.14,150000.0,Point-of-Sale Terminal,Monday,No U158QB49,Mastercard,Dining,90282.0,2023-11-27 04:28:56,Kochi,South,77.0,Female,80246.0,,100000.0,Unknown,Monday,No Y700ZD51,Mastercard,,25258.0,2023-11-27 07:55:00,Kochi,South,26.0,Male,178512.0,29517.71,200000.0,Contactless Payment Device,Monday,Yes D266HF90,Visa,Online Shopping,91004.0,2023-11-28 04:21:36,Kolkata,East,36.0,Female,166806.0,92983.35,150000.0,Mobile,Tuesday,No I342EJ75,American Express,Online Shopping,47149.0,2023-11-28 13:53:08,Bengaluru,South,27.0,Male,69855.0,38015.29,50000.0,Desktop,Tuesday,No B156TU61,Visa,Education,77903.0,2023-11-28 15:11:21,Pune,West,27.0,Male,123481.0,63243.14,150000.0,Contactless Payment Device,Tuesday,No K231WA77,Mastercard,Utility bill,149970.0,2023-11-28 19:39:18,Ahmedabad,West,48.0,Male,173897.0,175194.54,200000.0,Unknown,Tuesday,No D202QG87,Visa,Utility bill,74280.0,2023-11-28 22:00:10,Bengaluru,South,22.0,Female,71345.0,82852.47,100000.0,Desktop,Tuesday,No F101WH47,Mastercard,Education,128185.0,2023-11-29 12:26:16,Kochi,South,58.0,Female,187108.0,104476.74,150000.0,Point-of-Sale Terminal,Wednesday,No P613KX94,Mastercard,Transportation,39282.0,2023-11-29 19:49:25,Delhi,North,42.0,Female,127594.0,53600.83,150000.0,Mobile,Wednesday,Yes S526FL58,Mastercard,Utility bill,164638.0,2023-11-29 21:07:34,Bengaluru,South,78.0,Female,150728.0,66074.77,200000.0,Mobile,Wednesday,No L544GL88,Visa,Utility bill,70703.0,2023-11-30 13:24:25,Jaipur,North,68.0,Female,153429.0,33442.68,150000.0,Point-of-Sale Terminal,Thursday,No I934ZR69,RuPay,Online Shopping,133239.0,2023-11-30 14:18:06,Hyderabad,South,68.0,Male,209710.0,139302.9,150000.0,Mobile,Thursday,No G993PO24,Visa,Healthcare,38455.0,2023-11-30 15:21:23,Delhi,North,78.0,Female,152109.0,,150000.0,Desktop,Thursday,No F900CL17,American Express,Dining,133744.0,2023-11-30 23:49:12,Hyderabad,South,51.0,Female,298978.0,145251.29,200000.0,Desktop,Thursday,No Q980KG57,Visa,Retail,147785.0,2023-12-01 02:26:25,Hyderabad,South,35.0,Male,200415.0,60626.79,150000.0,Contactless Payment Device,Friday,No M450AM81,American Express,Dining,40763.0,2023-12-01 03:46:04,Kochi,South,52.0,Female,73649.0,35289.83,50000.0,Mobile,Friday,No W824RX45,RuPay,Dining,93237.0,2023-12-01 07:48:33,Patna,East,33.0,Male,119573.0,77260.43,100000.0,Mobile,Friday,No A416RT13,Visa,Dining,102456.0,2023-12-01 13:41:37,Kolkata,East,20.0,Male,,61903.82,150000.0,Mobile,Friday,Yes H146LL33,Mastercard,Retail,25207.0,2023-12-01 16:02:19,Lucknow,North,50.0,Female,218313.0,32015.84,150000.0,Desktop,Friday,Yes R437XY22,American Express,Retail,133139.0,2023-12-01 21:34:35,Lucknow,North,19.0,Female,,93324.09,150000.0,Unknown,Friday,No V565YR75,Mastercard,Online Shopping,32713.0,2023-12-01 22:37:14,Jaipur,North,65.0,Female,58557.0,21871.18,50000.0,Unknown,Friday,Yes V816PD28,RuPay,Online Shopping,166798.0,2023-12-02 04:30:45,Surat,West,64.0,Male,259804.0,193793.39,200000.0,Contactless Payment Device,Saturday,No H838QP85,American Express,Retail,159425.0,2023-12-02 11:15:39,Chennai,South,35.0,Female,205064.0,198849.02,200000.0,Unknown,Saturday,Yes M355TQ34,Mastercard,Utility bill,144639.0,2023-12-03 08:48:46,Kochi,South,30.0,Male,201510.0,157956.44,200000.0,Desktop,Sunday,No E335PM44,Visa,Healthcare,121055.0,2023-12-03 14:28:36,Patna,East,55.0,Male,226716.0,119949.46,,Mobile,Sunday,Yes E475GJ84,Visa,Utility bill,26233.0,2023-12-03 16:05:20,Kochi,South,42.0,Male,38019.0,27285.77,50000.0,Mobile,Sunday,Yes L646KT27,Visa,Retail,35051.0,2023-12-03 19:21:04,Kochi,South,64.0,Female,60167.0,31718.47,50000.0,Point-of-Sale Terminal,Sunday,No H833LJ29,Visa,Online Shopping,33701.0,2023-12-03 22:39:53,Bengaluru,South,26.0,Female,87845.0,27271.26,100000.0,Point-of-Sale Terminal,Sunday,No Q366EI83,,Retail,77016.0,2023-12-03 23:22:10,Mumbai,West,55.0,Male,291392.0,57755.2,200000.0,Mobile,Sunday,No N538PL13,American Express,Healthcare,143313.0,2023-12-04 02:11:46,Hyderabad,South,44.0,Male,130616.0,134361.69,150000.0,Desktop,Monday,No S554MY57,Mastercard,Dining,56309.0,2023-12-04 21:04:15,Kochi,South,48.0,Male,72435.0,48429.79,100000.0,Unknown,Monday,No O839NQ75,RuPay,Online Shopping,49232.0,2023-12-05 08:11:58,Kochi,South,24.0,Female,65595.0,47010.89,50000.0,Mobile,Tuesday,No N326WD57,Mastercard,Online Shopping,47027.0,2023-12-05 10:22:01,Surat,West,36.0,Male,50777.0,23745.0,50000.0,Desktop,Tuesday,No P602JQ93,American Express,Online Shopping,38908.0,2023-12-05 18:15:26,Patna,East,44.0,Male,64797.0,21807.9,50000.0,Point-of-Sale Terminal,Tuesday,No N984LB40,Visa,Retail,68822.0,2023-12-06 04:18:37,Pune,West,67.0,Male,243399.0,58326.84,200000.0,Desktop,Wednesday,No A129FW63,Mastercard,Entertainment,31316.0,2023-12-06 05:04:13,Jaipur,North,59.0,Male,70861.0,31261.32,50000.0,Mobile,Wednesday,No T905YG74,RuPay,Online Shopping,105781.0,2023-12-06 10:20:01,Bengaluru,South,76.0,Female,196472.0,87494.91,150000.0,Unknown,Wednesday,No W483KU39,RuPay,Retail,73484.0,2023-12-06 21:11:30,Kochi,South,19.0,Male,254824.0,44258.0,200000.0,Desktop,Wednesday,Yes L918SM70,RuPay,Healthcare,27460.0,2023-12-07 02:40:24,Patna,East,40.0,Male,90103.0,24642.27,100000.0,Mobile,Thursday,No Z637WV63,RuPay,Retail,69673.0,2023-12-07 05:49:24,Kochi,South,45.0,Female,115066.0,85650.01,100000.0,Unknown,Thursday,No Q709KS71,American Express,Transportation,37377.0,2023-12-07 17:09:11,Lucknow,North,47.0,Female,55319.0,16810.45,50000.0,Point-of-Sale Terminal,Thursday,No P706DG20,RuPay,Retail,48728.0,2023-12-07 17:32:28,Pune,West,43.0,Female,191846.0,25865.87,150000.0,Unknown,Thursday,No H501GC77,Visa,Transportation,49346.0,2023-12-07 20:08:51,Hyderabad,South,52.0,Female,68783.0,33345.92,50000.0,Unknown,Thursday,No I555ZO13,American Express,Dining,45002.0,2023-12-07 20:56:18,Patna,East,28.0,Female,109398.0,35743.79,100000.0,Unknown,Thursday,No T279XW56,Mastercard,Transportation,134054.0,2023-12-07 23:58:44,Hyderabad,South,76.0,Female,134251.0,139780.41,150000.0,Point-of-Sale Terminal,Thursday,No W900JL81,Mastercard,Retail,37684.0,2023-12-08 15:29:51,Hyderabad,South,75.0,,43066.0,33201.53,50000.0,Mobile,Friday,Yes H531GE27,RuPay,Transportation,35954.0,2023-12-08 22:01:13,Delhi,North,62.0,Female,,34933.36,150000.0,Unknown,Friday,Yes P661WC58,Visa,Transportation,69433.0,2023-12-09 01:00:37,Mumbai,West,57.0,Male,136188.0,94400.56,100000.0,Unknown,Saturday,Yes A375BK99,American Express,Utility bill,29965.0,2023-12-09 10:59:55,Hyderabad,South,76.0,Male,37671.0,,50000.0,Unknown,Saturday,No B281RS38,Mastercard,Online Shopping,177777.0,2023-12-09 15:17:47,Kolkata,East,66.0,Male,222018.0,131374.2,200000.0,Desktop,Saturday,No P682TW75,American Express,Healthcare,45655.0,2023-12-09 15:50:40,Jaipur,North,62.0,Female,60209.0,44854.0,50000.0,Unknown,Saturday,Yes Z281QE67,Visa,Online Shopping,46672.0,2023-12-09 19:41:53,Hyderabad,South,19.0,Male,44167.0,35778.9,50000.0,Point-of-Sale Terminal,Saturday,Yes D286NF10,Mastercard,Retail,79319.0,2023-12-09 21:48:32,Pune,West,26.0,Female,126639.0,,150000.0,Desktop,Saturday,No C284IA78,Mastercard,Dining,33965.0,2023-12-09 23:03:12,Jaipur,North,35.0,Female,72185.0,42737.47,50000.0,Contactless Payment Device,Saturday,Yes J513NX53,RuPay,Online Shopping,106428.0,2023-12-10 08:48:57,Surat,West,37.0,Female,205549.0,61081.63,200000.0,Mobile,Sunday,No O462YX96,Visa,Utility bill,44963.0,2023-12-10 21:57:07,Surat,West,51.0,Female,71932.0,20963.37,50000.0,Unknown,Sunday,No O164HO32,American Express,Dining,31928.0,2023-12-11 07:56:40,Hyderabad,South,78.0,Female,256196.0,40154.44,200000.0,Contactless Payment Device,Monday,Yes S717GY47,Mastercard,Retail,104465.0,2023-12-12 00:01:19,Kochi,South,39.0,Female,253221.0,,200000.0,Mobile,Tuesday,No L230EL19,American Express,Healthcare,28748.0,2023-12-12 00:58:33,Ahmedabad,West,74.0,Male,72965.0,,50000.0,Mobile,Tuesday,No H755JQ69,Visa,Retail,49532.0,2023-12-12 03:38:26,Pune,West,75.0,Female,68623.0,29373.08,50000.0,Unknown,Tuesday,No Z365TZ40,Mastercard,Retail,44432.0,2023-12-12 04:13:56,Patna,East,62.0,Female,39202.0,21431.89,50000.0,Desktop,Tuesday,No W712KT47,RuPay,Entertainment,39760.0,2023-12-13 03:40:49,Chennai,South,33.0,Male,217125.0,36234.26,150000.0,Point-of-Sale Terminal,Wednesday,No M377GU36,Mastercard,Online Shopping,36586.0,2023-12-13 05:31:15,Jaipur,North,32.0,Male,110322.0,17945.3,150000.0,Contactless Payment Device,Wednesday,No M893AZ12,Mastercard,Healthcare,115239.0,2023-12-14 07:22:13,Kochi,South,37.0,Male,208159.0,132633.15,150000.0,Desktop,Thursday,No V409CJ28,Mastercard,Transportation,176734.0,2023-12-14 10:47:12,Jaipur,North,66.0,Female,,142179.93,200000.0,Unknown,Thursday,No X402CR23,RuPay,Entertainment,49354.0,2023-12-15 20:27:08,Ahmedabad,West,61.0,Female,,60167.58,150000.0,,Friday,No X706HW19,Visa,Healthcare,30592.0,2023-12-16 07:51:42,Lucknow,North,66.0,Male,43927.0,30484.48,50000.0,Contactless Payment Device,Saturday,Yes B651MK47,Visa,Entertainment,69373.0,2023-12-17 04:56:35,Kolkata,East,28.0,Male,98807.0,34741.24,100000.0,Unknown,Sunday,No L373WQ57,Mastercard,Online Shopping,94672.0,2023-12-17 09:09:57,Ahmedabad,West,38.0,Female,72810.0,64346.08,100000.0,Mobile,Sunday,No E601AD57,American Express,Retail,104232.0,2023-12-18 10:58:57,Kolkata,East,39.0,Male,171567.0,88125.83,150000.0,Desktop,Monday,Yes G917TQ55,American Express,Online Shopping,32008.0,2023-12-18 15:37:09,Jaipur,North,36.0,Male,71830.0,43500.77,50000.0,Unknown,Monday,No K141ZA47,Mastercard,Education,37500.0,2023-12-18 16:16:20,Delhi,North,67.0,Male,59858.0,42224.25,50000.0,Point-of-Sale Terminal,Monday,Yes K971BQ85,Visa,Online Shopping,71662.0,2023-12-18 16:19:13,Mumbai,West,54.0,Female,149714.0,47315.47,150000.0,Contactless Payment Device,Monday,No F910NQ12,RuPay,Retail,71157.0,2023-12-18 20:47:05,Mumbai,West,56.0,Male,192158.0,75262.93,150000.0,Mobile,Monday,No T879WZ83,Mastercard,Retail,45402.0,2023-12-19 00:23:53,Patna,East,18.0,Female,39114.0,43316.16,50000.0,Unknown,Tuesday,No W897CG91,Visa,Dining,150597.0,2023-12-19 08:23:42,Mumbai,West,43.0,Female,179253.0,147936.2,200000.0,Unknown,Tuesday,No U429JA15,American Express,Retail,47291.0,2023-12-19 22:04:08,Ahmedabad,West,56.0,Male,171969.0,62839.27,200000.0,Point-of-Sale Terminal,Tuesday,No R588IS71,RuPay,Online Shopping,134767.0,2023-12-19 23:04:19,Pune,West,68.0,Female,192975.0,183752.1,200000.0,Point-of-Sale Terminal,Tuesday,No S116EP94,Visa,Healthcare,118039.0,2023-12-20 08:09:29,Surat,West,35.0,,211007.0,,150000.0,Mobile,Wednesday,No F590UG12,Visa,Retail,31619.0,2023-12-20 19:48:07,Bengaluru,South,30.0,Male,43580.0,32285.98,50000.0,Mobile,Wednesday,No N591OC91,RuPay,Retail,94770.0,2023-12-20 22:15:34,Ahmedabad,West,51.0,Male,124313.0,61854.45,100000.0,Contactless Payment Device,Wednesday,No T231XQ88,Visa,Transportation,37552.0,2023-12-21 09:17:28,Pune,West,65.0,Male,103630.0,19541.42,100000.0,Contactless Payment Device,Thursday,No E458PK96,Visa,,72032.0,2023-12-21 20:28:37,Bengaluru,South,,Female,141828.0,80300.59,100000.0,Mobile,Thursday,No W688FU28,Visa,Education,80015.0,2023-12-21 22:56:44,Mumbai,West,56.0,Male,118544.0,60575.91,100000.0,Unknown,Thursday,Yes M661CY58,Mastercard,Healthcare,88688.0,2023-12-22 03:29:43,Chennai,South,31.0,Female,,45073.6,100000.0,Mobile,Friday,No C565KB28,American Express,Retail,41917.0,2023-12-22 14:21:40,Ahmedabad,West,28.0,Female,214161.0,40132.47,150000.0,Contactless Payment Device,Friday,Yes T630NI25,American Express,Retail,95030.0,2023-12-23 03:10:11,Kochi,South,73.0,Female,142074.0,61295.17,100000.0,Unknown,Saturday,Yes Z286PP71,Mastercard,Transportation,53669.0,2023-12-23 07:39:20,Pune,West,18.0,Male,72282.0,50045.95,100000.0,Unknown,Saturday,No O881IC67,Mastercard,Online Shopping,48688.0,2023-12-24 05:00:06,Kochi,South,27.0,Female,36920.0,41397.18,50000.0,Mobile,Sunday,No T871IR70,RuPay,Education,41907.0,2023-12-24 07:02:38,Kolkata,East,71.0,Male,54337.0,29304.58,50000.0,Point-of-Sale Terminal,Sunday,Yes M856YX65,Mastercard,Retail,25177.0,2023-12-24 08:21:36,Hyderabad,South,33.0,Female,42426.0,26568.15,50000.0,Mobile,Sunday,No B105NM31,Visa,Healthcare,184947.0,2023-12-24 10:36:24,Bengaluru,South,76.0,Male,167677.0,96151.33,200000.0,Contactless Payment Device,Sunday,Yes F392TP79,Mastercard,Utility bill,57968.0,2023-12-24 14:33:19,Bengaluru,South,47.0,Female,121195.0,46028.15,150000.0,Mobile,Sunday,No H534NJ96,Mastercard,Utility bill,133787.0,2023-12-25 16:44:10,Kochi,South,50.0,Male,205817.0,149356.19,150000.0,Contactless Payment Device,Monday,No N790EV87,Visa,Online Shopping,167318.0,2023-12-25 23:13:17,Jaipur,North,69.0,Female,201125.0,132169.1,200000.0,Desktop,Monday,No C793OY20,Visa,Healthcare,93125.0,2023-12-26 02:02:30,Patna,East,,Female,215285.0,126429.88,200000.0,Desktop,Tuesday,No H327GL18,Mastercard,Online Shopping,37773.0,2023-12-26 23:01:34,Bengaluru,South,26.0,Male,73741.0,34934.3,50000.0,Desktop,Tuesday,Yes X350DG43,RuPay,Entertainment,86472.0,2023-12-27 13:32:44,Pune,West,67.0,Female,190839.0,38222.23,150000.0,Mobile,Wednesday,Yes D687ME26,Mastercard,Retail,134093.0,2023-12-27 18:26:58,Surat,West,30.0,Male,192226.0,63540.01,150000.0,Mobile,Wednesday,No N960IB15,Mastercard,Utility bill,58585.0,2023-12-28 01:36:10,Hyderabad,South,57.0,Male,72438.0,75653.37,100000.0,Point-of-Sale Terminal,Thursday,No D495ZG49,RuPay,Retail,30060.0,2023-12-28 03:01:22,Ahmedabad,West,54.0,Male,69370.0,27118.58,50000.0,Point-of-Sale Terminal,Thursday,No Q850EL94,Mastercard,Utility bill,93034.0,2023-12-28 15:38:17,Kolkata,East,39.0,Female,141264.0,44450.27,100000.0,Unknown,Thursday,No G282DS15,Mastercard,Online Shopping,120040.0,2023-12-28 16:53:48,Kolkata,East,62.0,Female,145744.0,60651.31,200000.0,Unknown,Thursday,Yes F158ZO31,Visa,Retail,30846.0,2023-12-28 19:28:51,Ahmedabad,West,24.0,Male,177661.0,36797.05,150000.0,Contactless Payment Device,Thursday,No V494BU15,American Express,Entertainment,70272.0,2023-12-28 19:32:21,Patna,East,77.0,Female,128788.0,39275.4,100000.0,Desktop,Thursday,No N307EM82,RuPay,Education,36508.0,2023-12-29 09:22:23,Delhi,North,33.0,Female,63015.0,34192.55,50000.0,Contactless Payment Device,Friday,Yes J752EG45,American Express,Online Shopping,42920.0,2023-12-29 19:59:13,Chennai,South,,Female,,19680.39,100000.0,Contactless Payment Device,Friday,No S458OS59,Visa,Healthcare,33788.0,2023-12-30 07:06:38,Pune,West,56.0,Male,60868.0,33876.96,50000.0,Desktop,Saturday,No E863PD98,RuPay,Entertainment,38679.0,2023-12-30 07:50:02,Chennai,South,60.0,Male,66948.0,32988.22,50000.0,Desktop,Saturday,No D501WH15,Visa,Healthcare,34672.0,2023-12-30 11:41:36,Jaipur,North,60.0,,58261.0,39412.26,50000.0,Mobile,Saturday,No