TabAdap / processed /classification /nexus_retail /nexus_retail_downsampled_512.csv
Martin Mráz
default preprocessing + downsampling
6d93e9a
date,tid,ctype,cgender,category,paym,discapld,unitsold,ppu,totalsales,saleslevel
11/9/2023,NTC001296,Loyalty,F,Stationery & Office Supplies,Cash,No,1,10,10,Low
5/11/2024,NTC002266,Non-loyalty,M,Cyber services,Mobile Money,Yes,15,5,75,Low
8/15/2023,NTC00514,Loyalty,F,Stationery & Office Supplies,Cash,Yes,1,30,30,Low
5/22/2024,NTC002329,Loyalty,M,Cyber services,Mobile Money,No,1,5,5,Low
9/6/2023,NTC00721,Non-loyalty,F,Cyber services,Mobile Money,Yes,3,20,60,Low
10/2/2023,NTC00938,Loyalty,M,Cyber services,Mobile Money,No,64,5,320,High
8/9/2023,NTC00470,Non-loyalty,F,Cyber services,Mobile Money,No,3,20,60,Low
4/8/2024,NTC002123,Non-loyalty,M,Cyber services,Cash,No,4,10,40,Low
1/3/2024,NTC001627,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
12/20/2023,NTC001569,Loyalty,M,Cyber services,Mobile Money,No,16,5,80,Low
6/28/2023,NTC00228,Loyalty,F,Food & Drinks,Mobile Money,Yes,1,5,5,Low
7/27/2023,NTC00354,Loyalty,F,Mobile airtime top-up,Mobile Money,No,1,20,20,Low
7/19/2024,NTC002686,Loyalty,M,Cyber services,Mobile Money,No,1,50,50,Low
7/20/2023,NTC00316,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,9,50,450,High
1/8/2024,NTC001672,Loyalty,M,Food & Drinks,Cash,Yes,3,60,180,High
7/17/2023,NTC00304,Loyalty,F,Cyber services,Cash,No,1,70,70,Low
12/6/2023,NTC001465,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,11,10,110,High
8/1/2024,NTC002773,Loyalty,F,Cyber services,Mobile Money,No,30,10,300,High
8/14/2024,NTC002862,Loyalty,F,Cyber services,Mobile Money,No,1,30,30,Low
9/8/2023,NTC00755,Loyalty,F,Mobile airtime top-up,Mobile Money,No,2,20,40,Low
8/18/2023,NTC00556,Loyalty,F,Cyber services,Mobile Money,No,1,50,50,Low
3/7/2024,NTC002067,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,50,50,Low
1/10/2024,NTC001714,Loyalty,M,Stationery & Office Supplies,Cash,Yes,7,10,70,Low
9/27/2023,NTC00904,Loyalty,M,Cyber services,Mobile Money,Yes,1,10,10,Low
1/25/2024,NTC001836,Loyalty,F,Cyber services,Cash,No,15,10,150,High
7/19/2024,NTC002676,Loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
10/23/2023,NTC001150,Non-loyalty,M,Cyber services,Mobile Money,Yes,61,5,305,High
7/3/2024,NTC002597,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
1/31/2024,NTC001872,Non-loyalty,M,Cyber services,Cash,Yes,6,5,30,Low
6/13/2023,NTC00167,Loyalty,F,Cyber services,Mobile Money,No,1,10,10,Low
9/4/2023,NTC00690,Loyalty,F,Food & Drinks,Cash,No,1,50,50,Low
6/30/2023,NTC00239,Non-loyalty,M,Cyber services,Cash,No,2,20,40,Low
11/30/2023,NTC001424,Loyalty,M,Stationery & Office Supplies,Cash,No,2,10,20,Low
10/2/2023,NTC00946,Loyalty,M,Cyber services,Mobile Money,Yes,14,10,140,High
2/22/2024,NTC001979,Non-loyalty,M,Cyber services,Mobile Money,Yes,5,30,150,High
11/8/2023,NTC001282,Loyalty,M,Stationery & Office Supplies,Cash,Yes,10,3,30,Low
10/9/2023,NTC001009,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,50,50,Low
4/18/2024,NTC002163,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,4,3,12,Low
6/17/2024,NTC002495,Loyalty,M,Cyber services,Mobile Money,Yes,1,150,150,High
8/29/2023,NTC00634,Loyalty,M,Cyber services,Cash,Yes,3,10,30,Low
8/16/2024,NTC002877,Loyalty,F,Stationery & Office Supplies,Cash,No,1,50,50,Low
6/16/2023,NTC00177,Loyalty,M,Food & Drinks,Mobile Money,Yes,2,50,100,High
7/31/2023,NTC00370,Loyalty,M,Cyber services,Mobile Money,Yes,6,5,30,Low
7/20/2024,NTC002691,Loyalty,F,Online support services,Mobile Money,Yes,1,100,100,High
8/22/2023,NTC00586,Loyalty,M,Mobile airtime top-up,Cash,No,1,20,20,Low
8/8/2024,NTC002817,Loyalty,F,Cyber services,Mobile Money,Yes,1,20,20,Low
10/10/2023,NTC001027,Non-loyalty,F,Food & Drinks,Cash,No,2,50,100,High
8/7/2023,NTC00444,Loyalty,F,Cyber services,Mobile Money,No,1,10,10,Low
3/14/2024,NTC002094,Loyalty,F,Cyber services,Mobile Money,No,4,5,20,Low
7/3/2024,NTC002593,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,8,3,24,Low
7/29/2024,NTC002747,Loyalty,M,Cyber services,Mobile Money,No,2,50,100,High
8/14/2023,NTC00507,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,50,50,Low
7/29/2023,NTC00365,Loyalty,M,Cyber services,Cash,No,2,5,10,Low
5/31/2024,NTC002392,Loyalty,F,Cyber services,Cash,No,15,10,150,High
7/30/2024,NTC002756,Non-loyalty,M,Cyber services,Cash,Yes,1,50,50,Low
10/19/2023,NTC001127,Non-loyalty,F,Cyber services,Mobile Money,Yes,4,50,200,High
11/17/2023,NTC001336,Non-loyalty,F,Cyber services,Mobile Money,Yes,2,20,40,Low
2/22/2024,NTC001985,Loyalty,F,Online support services,Cash,Yes,1,70,70,Low
6/25/2024,NTC002547,Loyalty,F,Stationery & Office Supplies,Cash,Yes,1,30,30,Low
8/23/2023,NTC00596,Loyalty,F,Cyber services,Cash,No,1,80,80,Low
12/11/2023,NTC001504,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
3/4/2024,NTC002032,Loyalty,M,Cyber services,Mobile Money,Yes,3,10,30,Low
8/17/2023,NTC00542,Loyalty,F,Mobile airtime top-up,Mobile Money,Yes,1,20,20,Low
4/9/2024,NTC002125,Loyalty,F,Cyber services,Cash,Yes,17,10,170,High
1/17/2024,NTC001781,Loyalty,F,Mobile airtime top-up,Cash,Yes,2,20,40,Low
3/14/2024,NTC002093,Non-loyalty,F,Cyber services,Cash,Yes,3,10,30,Low
6/22/2023,NTC00207,Non-loyalty,F,Food & Drinks,Cash,Yes,2,50,100,High
10/5/2023,NTC00979,Loyalty,F,Cyber services,Mobile Money,No,2,20,40,Low
3/8/2024,NTC002070,Loyalty,M,Cyber services,Mobile Money,Yes,2,20,40,Low
6/8/2024,NTC002436,Loyalty,F,Cyber services,Mobile Money,No,1,170,170,High
4/23/2024,NTC002183,Non-loyalty,M,Print media,Cash,No,2,60,120,High
7/4/2023,NTC00260,Non-loyalty,M,Mobile airtime top-up,Cash,Yes,1,50,50,Low
11/4/2023,NTC001248,Loyalty,F,Online support services,Cash,No,1,150,150,High
2/5/2024,NTC001896,Loyalty,M,Cyber services,Cash,No,39,10,390,High
2/15/2024,NTC001954,Loyalty,F,Cyber services,Cash,No,1,10,10,Low
12/7/2023,NTC001475,Loyalty,F,Cyber services,Mobile Money,Yes,2,50,100,High
4/7/2024,NTC002113,Non-loyalty,F,Cyber services,Mobile Money,No,10,10,100,High
8/31/2023,NTC00651,Loyalty,M,Cyber services,Mobile Money,No,2,10,20,Low
6/13/2024,NTC002469,Non-loyalty,M,Online support services,Cash,Yes,1,20,20,Low
9/5/2024,NTC002980,Loyalty,M,Cyber services,Cash,No,2,50,100,High
9/10/2024,NTC003002,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,No,2,10,20,Low
11/13/2023,NTC001303,Loyalty,M,Mobile airtime top-up,Cash,Yes,1,20,20,Low
10/4/2023,NTC00973,Loyalty,M,Food & Drinks,Cash,Yes,2,5,10,Low
9/2/2024,NTC002957,Non-loyalty,M,Cyber services,Mobile Money,No,1,100,100,High
11/15/2023,NTC001316,Loyalty,F,Mobile Accessories,Cash,Yes,1,250,250,High
7/5/2023,NTC00268,Loyalty,F,Cyber services,Cash,No,1,70,70,Low
8/25/2023,NTC00607,Non-loyalty,M,Food & Drinks,Cash,No,24,50,1200,High
8/9/2023,NTC00469,Loyalty,M,Mobile airtime top-up,Mobile Money,No,1,20,20,Low
8/29/2024,NTC002941,Loyalty,M,Cyber services,Mobile Money,Yes,2,20,40,Low
9/1/2023,NTC00664,Loyalty,F,Mobile airtime top-up,Mobile Money,Yes,1,10,10,Low
1/6/2024,NTC001653,Loyalty,F,Cyber services,Cash,Yes,18,5,90,High
8/15/2023,NTC00521,Non-loyalty,F,Mobile airtime top-up,Mobile Money,No,1,10,10,Low
2/9/2024,NTC001923,Loyalty,F,Cyber services,Cash,No,2,10,20,Low
6/28/2023,NTC00229,Non-loyalty,M,Online support services,Cash,No,1,70,70,Low
11/16/2023,NTC001324,Non-loyalty,F,Stationery & Office Supplies,Cash,Yes,3,10,30,Low
10/16/2023,NTC001087,Loyalty,M,Cyber services,Cash,No,10,5,50,Low
3/6/2024,NTC002051,Loyalty,F,Stationery & Office Supplies,Cash,No,9,10,90,High
9/9/2024,NTC002989,Loyalty,M,Cyber services,Mobile Money,Yes,8,5,40,Low
10/12/2023,NTC001045,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,4,10,40,Low
6/13/2024,NTC002466,Loyalty,M,Cyber services,Mobile Money,No,1,20,20,Low
7/25/2023,NTC00336,Loyalty,F,Cyber services,Cash,Yes,2,10,20,Low
7/29/2023,NTC00362,Non-loyalty,M,Cyber services,Mobile Money,No,2,5,10,Low
6/16/2024,NTC002488,Loyalty,F,Cyber services,Mobile Money,Yes,1,50,50,Low
10/6/2023,NTC00993,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,3,10,30,Low
9/20/2023,NTC00852,Loyalty,F,Cyber services,Cash,Yes,1,50,50,Low
8/13/2024,NTC002848,Loyalty,F,Cyber services,Cash,No,1,5,5,Low
6/30/2023,NTC00243,Non-loyalty,F,Food & Drinks,Mobile Money,Yes,1,30,30,Low
11/17/2023,NTC001337,Loyalty,M,Food & Drinks,Cash,No,2,5,10,Low
1/17/2024,NTC001775,Non-loyalty,M,Cyber services,Mobile Money,Yes,7,10,70,Low
5/30/2023,NTC0099,Loyalty,F,Cyber services,Mobile Money,Yes,2,10,20,Low
8/5/2023,NTC00435,Loyalty,F,Cyber services,Cash,Yes,7,10,70,Low
8/19/2024,NTC002883,Loyalty,M,Cyber services,Mobile Money,No,38,10,380,High
7/27/2023,NTC00353,Non-loyalty,M,Cyber services,Mobile Money,No,1,20,20,Low
4/5/2024,NTC002109,Loyalty,M,Cyber services,Cash,Yes,1,20,20,Low
6/10/2024,NTC002441,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,80,80,Low
11/21/2023,NTC001348,Loyalty,M,Stationery & Office Supplies,Cash,No,1,10,10,Low
11/7/2023,NTC001269,Loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
6/21/2024,NTC002518,Loyalty,F,Cyber services,Cash,No,3,300,900,High
6/6/2023,NTC00128,Loyalty,M,Food & Drinks,Cash,Yes,1,30,30,Low
7/19/2024,NTC002684,Loyalty,M,Cyber services,Cash,No,7,20,140,High
10/11/2023,NTC001034,Loyalty,F,Cyber services,Cash,No,2,10,20,Low
6/25/2024,NTC002542,Loyalty,M,Cyber services,Cash,Yes,23,10,230,High
9/25/2023,NTC00889,Non-loyalty,F,Cyber services,Mobile Money,Yes,5,10,50,Low
5/16/2024,NTC002291,Non-loyalty,F,Print media,Cash,No,1,60,60,Low
11/23/2023,NTC001371,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
9/8/2023,NTC00751,Non-loyalty,F,Mobile airtime top-up,Mobile Money,No,3,50,150,High
9/20/2023,NTC00854,Loyalty,M,Cyber services,Cash,No,1,50,50,Low
12/6/2023,NTC00160,Loyalty,F,Cyber services,Cash,No,2,10,20,Low
7/8/2023,NTC00272,Non-loyalty,F,Mobile airtime top-up,Cash,Yes,1,100,100,High
5/30/2024,NTC002382,Loyalty,M,Cyber services,Mobile Money,Yes,3,10,30,Low
7/31/2023,NTC00374,Loyalty,F,Stationery & Office Supplies,Cash,No,1,10,10,Low
7/29/2023,NTC00363,Loyalty,M,Cyber services,Mobile Money,Yes,2,10,20,Low
8/12/2024,NTC002839,Loyalty,M,Cyber services,Mobile Money,No,4,20,80,Low
9/25/2023,NTC00891,Non-loyalty,M,Cyber services,Mobile Money,Yes,3,50,150,High
7/18/2023,NTC00314,Loyalty,M,Food & Drinks,Cash,No,1,50,50,Low
12/7/2023,NTC001482,Loyalty,M,Food & Drinks,Mobile Money,Yes,2,50,100,High
11/4/2023,NTC001246,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,10,10,Low
1/11/2024,NTC001728,Loyalty,M,Online support services,Mobile Money,No,1,10,10,Low
1/3/2024,NTC001615,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,80,80,Low
2/2/2024,NTC001888,Loyalty,F,Cyber services,Cash,No,1,10,10,Low
6/24/2024,NTC002536,Loyalty,M,Cyber services,Cash,Yes,2,250,500,High
8/15/2023,NTC00527,Loyalty,M,Food & Drinks,Cash,No,1,40,40,Low
1/23/2024,NTC001818,Non-loyalty,M,Stationery & Office Supplies,Cash,No,11,25,275,High
2/23/2024,NTC001986,Non-loyalty,F,Cyber services,Mobile Money,Yes,18,5,90,High
8/8/2023,NTC00451,Non-loyalty,F,Food & Drinks,Mobile Money,No,2,5,10,Low
9/11/2023,NTC00758,Non-loyalty,M,Food & Drinks,Mobile Money,No,1,5,5,Low
9/18/2023,NTC00821,Loyalty,M,Stationery & Office Supplies,Cash,Yes,1,40,40,Low
7/8/2024,NTC002621,Loyalty,M,Online support services,Cash,Yes,1,100,100,High
3/11/2024,NTC002077,Loyalty,F,Cyber services,Cash,Yes,3,5,15,Low
7/31/2023,NTC00372,Loyalty,F,Food & Drinks,Mobile Money,Yes,4,50,200,High
9/9/2024,NTC002994,Loyalty,F,Cyber services,Mobile Money,No,5,50,250,High
8/3/2024,NTC002791,Loyalty,F,Stationery & Office Supplies,Cash,No,2,3,6,Low
7/11/2024,NTC002635,Loyalty,F,Cyber services,Cash,Yes,2,50,100,High
10/27/2023,NTC001191,Loyalty,M,Food & Drinks,Mobile Money,No,1,70,70,Low
8/20/2024,NTC002897,Non-loyalty,F,Print media,Mobile Money,Yes,1,60,60,Low
8/26/2023,NTC00617,Loyalty,M,Food & Drinks,Cash,No,3,80,240,High
5/20/2024,NTC002320,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,50,50,Low
2/8/2024,NTC001913,Loyalty,F,Cyber services,Cash,No,8,5,40,Low
8/18/2023,NTC00558,Non-loyalty,F,Online support services,Cash,No,1,100,100,High
7/22/2024,NTC002706,Non-loyalty,F,Online support services,Cash,Yes,1,50,50,Low
9/6/2023,NTC00710,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,40,40,Low
7/13/2023,NTC00284,Non-loyalty,M,Cyber services,Cash,No,4,5,20,Low
6/4/2024,NTC002408,Loyalty,M,Cyber services,Cash,Yes,5,20,100,High
4/26/2024,NTC002201,Non-loyalty,M,Cyber services,Mobile Money,Yes,8,20,160,High
9/11/2024,NTC003006,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,130,130,High
11/25/2023,NTC001383,Loyalty,M,Cyber services,Mobile Money,Yes,10,5,50,Low
8/28/2024,NTC002921,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,220,220,High
7/24/2024,NTC002719,Non-loyalty,M,Cyber services,Mobile Money,No,1,50,50,Low
10/24/2023,NTC001159,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,2,10,20,Low
8/16/2023,NTC00531,Loyalty,M,Cyber services,Cash,Yes,2,10,20,Low
11/26/2023,NTC001385,Non-loyalty,M,Cyber services,Cash,Yes,10,5,50,Low
2/20/2024,NTC001964,Loyalty,F,Cyber services,Cash,No,1,20,20,Low
1/4/2024,NTC001631,Non-loyalty,M,Cyber services,Mobile Money,Yes,19,5,95,High
8/7/2023,NTC00443,Loyalty,M,Cyber services,Mobile Money,Yes,36,10,360,High
2/12/2024,NTC001927,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,2,3,6,Low
10/13/2023,NTC001057,Loyalty,F,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
5/30/2024,NTC002377,Loyalty,M,Online support services,Mobile Money,No,1,200,200,High
5/19/2021,NTC0062,Loyalty,M,Food & Drinks,Mobile Money,No,1,50,50,Low
9/4/2024,NTC002969,Loyalty,M,Cyber services,Cash,Yes,1,20,20,Low
8/4/2023,NTC00426,Loyalty,M,Food & Drinks,Mobile Money,Yes,2,50,100,High
7/3/2024,NTC002594,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,500,500,High
11/3/2023,NTC001245,Loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
12/29/2023,NTC001602,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
6/22/2024,NTC002524,Loyalty,F,Cyber services,Mobile Money,Yes,2,50,100,High
6/15/2024,NTC002485,Non-loyalty,M,Cyber services,Cash,Yes,9,20,180,High
5/24/2023,NTC0075,Non-loyalty,M,Cyber services,Cash,Yes,10,5,50,Low
9/5/2023,NTC00707,Loyalty,F,Food & Drinks,Cash,No,1,70,70,Low
8/2/2023,NTC00398,Loyalty,F,Cyber services,Mobile Money,Yes,1,150,150,High
6/22/2024,NTC002528,Non-loyalty,M,Cyber services,Cash,No,1,550,550,High
10/20/2023,NTC001135,Loyalty,M,Stationery & Office Supplies,Cash,No,2,5,10,Low
7/26/2023,NTC00344,Non-loyalty,F,Mobile airtime top-up,Cash,Yes,1,40,40,Low
1/5/2024,NTC001644,Loyalty,F,Cyber services,Mobile Money,No,14,5,70,Low
7/11/2023,NTC00282,Non-loyalty,F,Food & Drinks,Mobile Money,No,1,80,80,Low
12/6/2023,NTC00166,Non-loyalty,M,Food & Drinks,Cash,No,1,80,80,Low
8/15/2023,NTC00516,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,4,3,12,Low
8/10/2023,NTC00475,Loyalty,M,Cyber services,Mobile Money,Yes,2,10,20,Low
8/8/2023,NTC00454,Loyalty,F,Cyber services,Cash,Yes,2,10,20,Low
1/28/2024,NTC001850,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
7/13/2023,NTC00289,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,50,50,Low
6/16/2024,NTC002491,Loyalty,M,Cyber services,Cash,No,1,10,10,Low
7/5/2023,NTC00267,Loyalty,F,Online support services,Cash,No,1,20,20,Low
8/17/2023,NTC00540,Non-loyalty,F,Mobile airtime top-up,Mobile Money,Yes,1,10,10,Low
6/19/2023,NTC00189,Loyalty,M,Mobile Accessories,Mobile Money,No,1,230,230,High
8/18/2023,NTC00550,Loyalty,M,Mobile airtime top-up,Cash,Yes,1,50,50,Low
3/8/2024,NTC002069,Non-loyalty,F,Food & Drinks,Cash,Yes,1,60,60,Low
5/31/2024,NTC002390,Loyalty,F,Cyber services,Mobile Money,No,2,20,40,Low
5/20/2024,NTC002313,Non-loyalty,M,Cyber services,Mobile Money,Yes,2,10,20,Low
8/14/2023,NTC00495,Non-loyalty,M,Mobile airtime top-up,Mobile Money,No,3,20,60,Low
1/6/2024,NTC001659,Non-loyalty,M,Food & Drinks,Cash,Yes,1,30,30,Low
8/21/2024,NTC002900,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,No,5,30,150,High
12/7/2023,NTC001478,Loyalty,F,Online support services,Cash,No,2,200,400,High
7/11/2023,NTC00281,Loyalty,F,Food & Drinks,Cash,Yes,3,5,15,Low
9/9/2024,NTC002993,Loyalty,F,Cyber services,Cash,Yes,1,10,10,Low
10/24/2023,NTC001162,Non-loyalty,M,Cyber services,Mobile Money,Yes,3,30,90,High
8/14/2023,NTC00508,Loyalty,M,Mobile Accessories,Cash,Yes,1,80,80,Low
12/7/2023,NTC001481,Loyalty,M,Cyber services,Mobile Money,Yes,12,5,60,Low
8/17/2024,NTC002882,Loyalty,M,Print media,Mobile Money,Yes,1,60,60,Low
10/23/2023,NTC001154,Non-loyalty,F,Mobile Accessories,Mobile Money,No,1,160,160,High
9/6/2023,NTC00143,Loyalty,F,Cyber services,Mobile Money,Yes,3,60,180,High
6/26/2023,NTC00223,Loyalty,F,Mobile airtime top-up,Cash,Yes,1,20,20,Low
6/3/2024,NTC002399,Loyalty,M,Cyber services,Mobile Money,No,2,5,10,Low
2/1/2024,NTC001884,Loyalty,M,Cyber services,Mobile Money,No,1,20,20,Low
8/14/2024,NTC002861,Loyalty,M,Cyber services,Cash,Yes,1,50,50,Low
10/17/2023,NTC001095,Loyalty,F,Cyber services,Mobile Money,No,40,5,200,High
2/20/2024,NTC001966,Loyalty,M,Food & Drinks,Mobile Money,Yes,1,80,80,Low
7/12/2024,NTC002645,Loyalty,M,Online support services,Mobile Money,Yes,1,15,15,Low
9/8/2023,NTC00739,Non-loyalty,M,Mobile airtime top-up,Mobile Money,Yes,1,20,20,Low
10/19/2023,NTC001124,Loyalty,M,Online support services,Mobile Money,No,2,50,100,High
11/22/2023,NTC001363,Loyalty,M,Food & Drinks,Cash,Yes,1,30,30,Low
2/21/2024,NTC001969,Loyalty,M,Cyber services,Cash,No,16,5,80,Low
11/21/2023,NTC001350,Non-loyalty,M,Cyber services,Mobile Money,Yes,2,20,40,Low
1/16/2024,NTC001768,Non-loyalty,M,Cyber services,Mobile Money,Yes,2,10,20,Low
12/28/2023,NTC001594,Loyalty,F,Cyber services,Cash,No,2,10,20,Low
7/22/2024,NTC002707,Loyalty,M,Cyber services,Mobile Money,Yes,1,50,50,Low
9/14/2023,NTC00801,Non-loyalty,M,Mobile airtime top-up,Cash,No,2,20,40,Low
3/12/2024,NTC002085,Loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
6/22/2023,NTC00201,Loyalty,M,Cyber services,Mobile Money,No,1,50,50,Low
9/27/2023,NTC00908,Loyalty,M,Food & Drinks,Mobile Money,No,2,5,10,Low
8/16/2023,NTC00537,Loyalty,F,Food & Drinks,Mobile Money,Yes,1,50,50,Low
9/4/2023,NTC00684,Loyalty,F,Cyber services,Mobile Money,Yes,4,50,200,High
4/24/2024,NTC002186,Loyalty,M,Cyber services,Cash,No,1,20,20,Low
11/27/2023,NTC001389,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,3,10,30,Low
8/29/2023,NTC00635,Non-loyalty,F,Cyber services,Mobile Money,Yes,10,5,50,Low
12/26/2023,NTC001590,Loyalty,F,Food & Drinks,Cash,No,2,5,10,Low
5/11/2023,NTC0027,Loyalty,F,Food & Drinks,Cash,No,1,70,70,Low
6/25/2024,NTC002548,Loyalty,M,Online support services,Mobile Money,No,1,50,50,Low
12/9/2023,NTC001500,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,1,250,250,High
5/14/2024,NTC002282,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,2,10,20,Low
2/22/2024,NTC001982,Loyalty,F,Cyber services,Cash,Yes,13,20,260,High
11/13/2023,NTC001306,Loyalty,M,Mobile Accessories,Mobile Money,No,1,400,400,High
12/19/2023,NTC001568,Loyalty,F,Cyber services,Mobile Money,Yes,1,50,50,Low
5/1/2024,NTC002226,Non-loyalty,M,Online support services,Mobile Money,Yes,1,350,350,High
8/23/2023,NTC00599,Loyalty,F,Cyber services,Cash,No,1,10,10,Low
9/15/2023,NTC00807,Non-loyalty,F,Cyber services,Mobile Money,Yes,8,5,40,Low
8/19/2023,NTC00564,Non-loyalty,M,Mobile airtime top-up,Cash,No,1,20,20,Low
8/30/2023,NTC00643,Loyalty,F,Cyber services,Mobile Money,No,5,10,50,Low
2/9/2024,NTC001921,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
6/11/2024,NTC002450,Loyalty,M,Cyber services,Cash,Yes,1,20,20,Low
8/21/2024,NTC002899,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,120,120,High
1/17/2024,NTC001777,Non-loyalty,F,Cyber services,Mobile Money,No,1,30,30,Low
6/15/2024,NTC002484,Loyalty,F,Cyber services,Cash,No,2,30,60,Low
6/18/2024,NTC002499,Loyalty,M,Cyber services,Mobile Money,Yes,1,50,50,Low
5/29/2024,NTC002365,Loyalty,F,Cyber services,Cash,Yes,2,10,20,Low
10/6/2023,NTC00151,Loyalty,M,Mobile airtime top-up,Cash,Yes,2,20,40,Low
4/12/2024,NTC002140,Non-loyalty,F,Cyber services,Mobile Money,No,1,20,20,Low
2/23/2024,NTC001989,Loyalty,M,Cyber services,Cash,No,1,20,20,Low
10/27/2023,NTC001197,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,No,2,20,40,Low
8/20/2024,NTC002893,Loyalty,F,Cyber services,Mobile Money,Yes,24,10,240,High
8/14/2024,NTC002858,Loyalty,M,Cyber services,Mobile Money,Yes,1,20,20,Low
8/8/2023,NTC00452,Non-loyalty,F,Cyber services,Cash,No,32,5,160,High
5/28/2024,NTC002360,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,3,10,30,Low
12/20/2023,NTC001572,Loyalty,F,Cyber services,Cash,No,3,10,30,Low
12/20/2023,NTC001577,Loyalty,M,Online support services,Mobile Money,Yes,1,20,20,Low
5/17/2023,NTC0051,Loyalty,M,Online support services,Mobile Money,Yes,1,350,350,High
1/22/2024,NTC001809,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,2,25,50,Low
8/1/2023,NTC00384,Non-loyalty,M,Cyber services,Mobile Money,Yes,2,80,160,High
6/6/2023,NTC00125,Loyalty,M,Food & Drinks,Mobile Money,No,1,60,60,Low
11/7/2023,NTC001276,Non-loyalty,F,Food & Drinks,Mobile Money,No,1,5,5,Low
4/9/2024,NTC002128,Loyalty,M,Stationery & Office Supplies,Cash,Yes,3,10,30,Low
6/10/2024,NTC002443,Non-loyalty,F,Print media,Mobile Money,No,1,60,60,Low
6/5/2024,NTC002414,Non-loyalty,M,Cyber services,Mobile Money,Yes,1,50,50,Low
1/19/2024,NTC001794,Loyalty,M,Cyber services,Mobile Money,No,14,5,70,Low
10/12/2023,NTC001051,Loyalty,F,Online support services,Cash,Yes,1,20,20,Low
1/9/2024,NTC001692,Loyalty,F,Stationery & Office Supplies,Cash,Yes,2,40,80,Low
6/6/2024,NTC002421,Loyalty,M,Print media,Mobile Money,Yes,1,60,60,Low
7/6/2024,NTC002607,Loyalty,F,Cyber services,Cash,Yes,39,10,390,High
1/11/2024,NTC001729,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,5,5,Low
11/8/2023,NTC001290,Loyalty,M,Cyber services,Cash,No,1,40,40,Low
8/23/2023,NTC00594,Non-loyalty,F,Cyber services,Cash,Yes,1,20,20,Low
8/22/2023,NTC00575,Loyalty,M,Cyber services,Cash,Yes,2,20,40,Low
7/16/2024,NTC002672,Non-loyalty,F,Cyber services,Mobile Money,Yes,2,50,100,High
7/26/2023,NTC00343,Non-loyalty,M,Mobile airtime top-up,Mobile Money,Yes,1,50,50,Low
9/8/2023,NTC00747,Loyalty,M,Cyber services,Mobile Money,Yes,2,10,20,Low
8/17/2023,NTC00546,Loyalty,F,Cyber services,Mobile Money,No,2,20,40,Low
5/15/2023,NTC0036,Non-loyalty,M,Online support services,Mobile Money,No,1,50,50,Low
5/29/2023,NTC0088,Non-loyalty,M,Cyber services,Cash,Yes,16,5,80,Low
9/10/2024,NTC002999,Non-loyalty,F,Cyber services,Mobile Money,No,12,5,60,Low
5/17/2024,NTC002303,Loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
1/10/2024,NTC001706,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,3,10,30,Low
7/14/2023,NTC00292,Loyalty,M,Cyber services,Cash,Yes,2,5,10,Low
12/5/2023,NTC001448,Loyalty,F,Cyber services,Cash,Yes,3,10,30,Low
6/18/2024,NTC002502,Loyalty,M,Online support services,Mobile Money,No,1,150,150,High
10/6/2023,NTC00990,Non-loyalty,F,Cyber services,Cash,Yes,1,30,30,Low
9/7/2023,NTC00735,Non-loyalty,F,Cyber services,Cash,No,1,20,20,Low
5/20/2023,NTC0067,Non-loyalty,F,Online support services,Cash,Yes,1,50,50,Low
9/1/2023,NTC00661,Non-loyalty,F,Stationery & Office Supplies,Cash,No,2,10,20,Low
10/16/2023,NTC001094,Loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
9/12/2023,NTC00775,Loyalty,F,Mobile airtime top-up,Cash,Yes,1,10,10,Low
6/13/2024,NTC002476,Non-loyalty,M,Cyber services,Mobile Money,Yes,1,10,10,Low
1/9/2024,NTC001694,Non-loyalty,M,Food & Drinks,Mobile Money,No,2,5,10,Low
12/5/2023,NTC001452,Loyalty,M,Cyber services,Mobile Money,Yes,3,20,60,Low
8/5/2023,NTC00436,Non-loyalty,F,Cyber services,Mobile Money,No,13,5,65,Low
1/31/2024,NTC001875,Non-loyalty,F,Food & Drinks,Mobile Money,Yes,1,50,50,Low
6/4/2024,NTC002412,Non-loyalty,M,Online support services,Mobile Money,Yes,1,10,10,Low
2/1/2024,NTC001887,Loyalty,F,Cyber services,Mobile Money,Yes,1,10,10,Low
7/6/2024,NTC002612,Loyalty,F,Cyber services,Mobile Money,No,1,20,20,Low
9/27/2023,NTC00903,Non-loyalty,F,Cyber services,Cash,Yes,58,5,290,High
7/23/2024,NTC002714,Loyalty,F,Cyber services,Mobile Money,Yes,1,250,250,High
12/29/2023,NTC001600,Non-loyalty,M,Cyber services,Mobile Money,No,3,10,30,Low
5/24/2024,NTC002341,Loyalty,F,Stationery & Office Supplies,Cash,No,1,20,20,Low
7/2/2024,NTC002585,Loyalty,M,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
5/4/2024,NTC002240,Loyalty,M,Cyber services,Cash,Yes,1,30,30,Low
7/27/2023,NTC00356,Non-loyalty,M,Food & Drinks,Mobile Money,Yes,4,50,200,High
11/4/2023,NTC001249,Non-loyalty,F,Online support services,Mobile Money,No,1,50,50,Low
1/8/2024,NTC001676,Loyalty,M,Cyber services,Mobile Money,Yes,1,30,30,Low
10/12/2023,NTC001039,Loyalty,M,Mobile Accessories,Mobile Money,No,1,300,300,High
6/23/2023,NTC00216,Loyalty,M,Cyber services,Cash,No,1,10,10,Low
10/12/2023,NTC001048,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,No,6,10,60,Low
4/18/2024,NTC002160,Non-loyalty,M,Cyber services,Cash,Yes,32,5,160,High
7/2/2024,NTC002583,Loyalty,F,Cyber services,Cash,No,1,10,10,Low
12/11/2023,NTC001513,Non-loyalty,M,Cyber services,Mobile Money,Yes,1,100,100,High
7/21/2024,NTC002693,Non-loyalty,F,Cyber services,Cash,Yes,5,5,25,Low
10/6/2023,NTC00154,Non-loyalty,M,Cyber services,Mobile Money,No,5,50,250,High
8/17/2023,NTC00539,Loyalty,M,Cyber services,Cash,No,2,10,20,Low
8/14/2024,NTC002859,Non-loyalty,M,Cyber services,Mobile Money,Yes,7,20,140,High
8/13/2024,NTC002847,Loyalty,F,Cyber services,Mobile Money,Yes,1,10,10,Low
12/12/2023,NTC001525,Loyalty,M,Cyber services,Mobile Money,No,2,5,10,Low
11/28/2023,NTC001398,Loyalty,M,Stationery & Office Supplies,Cash,No,1,10,10,Low
5/29/2023,NTC0093,Non-loyalty,F,Cyber services,Cash,No,1,70,70,Low
10/15/2023,NTC001072,Non-loyalty,F,Food & Drinks,Mobile Money,Yes,2,50,100,High
8/10/2023,NTC00473,Non-loyalty,M,Cyber services,Cash,No,49,10,490,High
5/29/2023,NTC0095,Loyalty,F,Cyber services,Cash,Yes,5,20,100,High
9/22/2023,NTC00866,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,10,10,Low
8/14/2023,NTC00506,Loyalty,M,Stationery & Office Supplies,Cash,Yes,4,10,40,Low
6/16/2024,NTC002492,Loyalty,M,Cyber services,Mobile Money,Yes,4,5,20,Low
9/15/2023,NTC00812,Non-loyalty,M,Online support services,Cash,Yes,1,50,50,Low
8/3/2023,NTC00411,Loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
1/19/2024,NTC001795,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,180,180,High
1/10/2024,NTC001710,Non-loyalty,F,Cyber services,Cash,Yes,62,5,310,High
8/2/2024,NTC002774,Loyalty,F,Cyber services,Cash,No,1,10,10,Low
12/9/2023,NTC001497,Loyalty,F,Cyber services,Cash,Yes,1,5,5,Low
8/21/2023,NTC00571,Loyalty,F,Food & Drinks,Cash,No,1,80,80,Low
8/23/2024,NTC002904,Loyalty,F,Cyber services,Mobile Money,Yes,1,20,20,Low
4/7/2024,NTC002116,Non-loyalty,F,Cyber services,Cash,Yes,1,100,100,High
10/6/2023,NTC00156,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,10,10,Low
5/18/2024,NTC002305,Non-loyalty,M,Print media,Cash,No,1,60,60,Low
3/6/2024,NTC002054,Loyalty,F,Cyber services,Cash,Yes,1,30,30,Low
6/11/2024,NTC002449,Loyalty,F,Cyber services,Mobile Money,Yes,2,5,10,Low
5/25/2024,NTC002352,Loyalty,M,Cyber services,Cash,No,2,5,10,Low
8/26/2023,NTC00618,Loyalty,F,Food & Drinks,Cash,No,4,5,20,Low
6/8/2024,NTC002440,Non-loyalty,M,Cyber services,Cash,No,1,500,500,High
5/24/2024,NTC002339,Loyalty,F,Online support services,Cash,Yes,1,50,50,Low
7/4/2023,NTC00259,Non-loyalty,F,Online support services,Mobile Money,No,1,50,50,Low
2/9/2024,NTC001919,Loyalty,M,Online support services,Mobile Money,Yes,1,100,100,High
5/30/2024,NTC002380,Loyalty,F,Cyber services,Mobile Money,No,2,10,20,Low
6/14/2024,NTC002478,Loyalty,F,Cyber services,Cash,Yes,14,5,70,Low
5/15/2023,NTC0040,Non-loyalty,M,Stationery & Office Supplies,Cash,No,1,10,10,Low
1/25/2024,NTC001833,Loyalty,F,Stationery & Office Supplies,Cash,Yes,8,3,24,Low
8/15/2023,NTC00526,Loyalty,M,Mobile airtime top-up,Mobile Money,No,2,20,40,Low
1/24/2024,NTC001826,Non-loyalty,M,Food & Drinks,Cash,No,2,60,120,High
8/16/2023,NTC00532,Loyalty,F,Stationery & Office Supplies,Cash,No,3,10,30,Low
10/16/2023,NTC001089,Loyalty,F,Food & Drinks,Cash,Yes,4,5,20,Low
6/15/2024,NTC002483,Loyalty,M,Online support services,Mobile Money,Yes,1,150,150,High
7/5/2024,NTC002605,Non-loyalty,M,Cyber services,Mobile Money,No,3,150,450,High
1/10/2024,NTC001707,Loyalty,M,Stationery & Office Supplies,Cash,Yes,2,100,200,High
8/16/2024,NTC002876,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,50,50,Low
10/30/2023,NTC001220,Loyalty,M,Food & Drinks,Cash,Yes,1,70,70,Low
10/31/2023,NTC001228,Non-loyalty,F,Cyber services,Mobile Money,No,4,20,80,Low
2/5/2024,NTC001898,Non-loyalty,M,Cyber services,Mobile Money,No,2,20,40,Low
4/10/2024,NTC002131,Non-loyalty,M,Cyber services,Mobile Money,No,10,10,100,High
6/27/2024,NTC002564,Non-loyalty,M,Cyber services,Cash,No,6,5,30,Low
6/6/2023,NTC00129,Loyalty,F,Food & Drinks,Cash,Yes,1,50,50,Low
5/29/2023,NTC0092,Loyalty,F,Food & Drinks,Cash,Yes,1,60,60,Low
5/14/2024,NTC002285,Loyalty,F,Cyber services,Mobile Money,Yes,1,20,20,Low
12/4/2023,NTC001445,Non-loyalty,M,Mobile airtime top-up,Mobile Money,No,2,20,40,Low
12/1/2023,NTC001433,Non-loyalty,F,Cyber services,Mobile Money,Yes,5,10,50,Low
1/24/2024,NTC001821,Loyalty,M,Cyber services,Cash,Yes,4,10,40,Low
9/13/2023,NTC00785,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,3,10,30,Low
8/15/2024,NTC002863,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,200,200,High
4/24/2024,NTC002187,Loyalty,M,Cyber services,Cash,Yes,3,10,30,Low
10/19/2023,NTC001119,Non-loyalty,M,Cyber services,Cash,Yes,53,5,265,High
7/5/2023,NTC00270,Loyalty,M,Food & Drinks,Mobile Money,Yes,1,50,50,Low
2/26/2024,NTC002000,Non-loyalty,M,Stationery & Office Supplies,Cash,No,2,50,100,High
11/6/2023,NTC001265,Loyalty,F,Mobile airtime top-up,Cash,Yes,1,20,20,Low
12/5/2023,NTC001456,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,2,10,20,Low
11/8/2023,NTC001281,Loyalty,F,Stationery & Office Supplies,Cash,Yes,1,250,250,High
8/14/2023,NTC00504,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,80,80,Low
1/3/2024,NTC001619,Loyalty,F,Cyber services,Mobile Money,Yes,10,10,100,High
9/5/2023,NTC00698,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
8/14/2024,NTC002854,Loyalty,F,Cyber services,Mobile Money,No,38,10,380,High
11/28/2023,NTC001406,Loyalty,F,Mobile airtime top-up,Cash,Yes,1,20,20,Low
8/26/2023,NTC00616,Loyalty,M,Stationery & Office Supplies,Cash,No,1,10,10,Low
6/19/2024,NTC002514,Non-loyalty,F,Stationery & Office Supplies,Cash,No,8,3,24,Low
7/20/2024,NTC002690,Loyalty,F,Cyber services,Mobile Money,No,1,20,20,Low
8/24/2024,NTC002910,Non-loyalty,M,Cyber services,Cash,No,1,10,10,Low
9/15/2023,NTC00813,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,10,10,Low
9/12/2023,NTC00778,Non-loyalty,F,Food & Drinks,Mobile Money,Yes,2,5,10,Low
9/18/2023,NTC00826,Loyalty,F,Stationery & Office Supplies,Cash,Yes,3,25,75,Low
8/8/2023,NTC00453,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,4,3,12,Low
7/16/2024,NTC002663,Loyalty,F,Online support services,Cash,Yes,1,20,20,Low
7/31/2023,NTC00375,Loyalty,M,Cyber services,Mobile Money,No,1,20,20,Low
8/4/2023,NTC00421,Loyalty,F,Mobile airtime top-up,Mobile Money,No,1,50,50,Low
4/9/2024,NTC002127,Loyalty,M,Cyber services,Cash,Yes,17,5,85,Low
8/5/2023,NTC00433,Loyalty,M,Cyber services,Cash,No,1,80,80,Low
5/11/2023,NTC0022,Loyalty,M,Cyber services,Cash,Yes,13,5,65,Low
9/18/2023,NTC00820,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,2,10,20,Low
6/22/2023,NTC00210,Non-loyalty,M,Food & Drinks,Cash,No,1,60,60,Low
11/7/2023,NTC001278,Non-loyalty,M,Cyber services,Cash,Yes,2,5,10,Low
8/6/2023,NTC00138,Non-loyalty,M,Cyber services,Mobile Money,No,1,10,10,Low
9/25/2023,NTC00885,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,2,10,20,Low
7/2/2024,NTC002586,Loyalty,F,Cyber services,Cash,Yes,2,30,60,Low
5/10/2024,NTC002261,Non-loyalty,M,Cyber services,Cash,No,110,10,1100,High
5/25/2024,NTC002351,Loyalty,F,Cyber services,Mobile Money,Yes,1,80,80,Low
1/31/2024,NTC001876,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,No,1,10,10,Low
9/5/2024,NTC002976,Loyalty,M,Stationery & Office Supplies,Cash,Yes,2,10,20,Low
1/4/2024,NTC001639,Loyalty,M,Food & Drinks,Mobile Money,No,1,80,80,Low
10/24/2023,NTC001160,Loyalty,F,Cyber services,Cash,Yes,4,10,40,Low
5/14/2024,NTC002279,Loyalty,M,Cyber services,Cash,Yes,26,10,260,High
8/20/2024,NTC002894,Loyalty,M,Cyber services,Mobile Money,No,24,5,120,High
7/17/2023,NTC00307,Loyalty,F,Mobile airtime top-up,Mobile Money,No,1,50,50,Low
6/4/2024,NTC002405,Non-loyalty,M,Cyber services,Mobile Money,No,19,5,95,High
5/29/2023,NTC0086,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,10,10,Low
9/21/2023,NTC00863,Loyalty,F,Cyber services,Cash,No,3,5,15,Low
9/10/2024,NTC003001,Loyalty,F,Stationery & Office Supplies,Cash,No,3,60,180,High
4/30/2024,NTC002219,Non-loyalty,F,Cyber services,Cash,Yes,2,5,10,Low
10/12/2023,NTC001043,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,2,250,500,High
8/7/2023,NTC00442,Loyalty,F,Cyber services,Cash,No,1,70,70,Low
2/5/2024,NTC001895,Loyalty,M,Cyber services,Mobile Money,No,24,5,120,High
9/21/2023,NTC00859,Loyalty,F,Mobile airtime top-up,Mobile Money,Yes,1,20,20,Low
9/4/2023,NTC00683,Non-loyalty,M,Cyber services,Mobile Money,No,4,10,40,Low
7/29/2923,NTC00364,Loyalty,F,Cyber services,Mobile Money,Yes,2,10,20,Low
1/8/2024,NTC001669,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,4,10,40,Low
8/27/2024,NTC002919,Loyalty,F,Cyber services,Mobile Money,Yes,10,10,100,High
10/10/2023,NTC001025,Loyalty,F,Cyber services,Cash,Yes,1,10,10,Low
10/23/2023,NTC001153,Loyalty,F,Mobile airtime top-up,Cash,Yes,1,10,10,Low
8/3/2023,NTC00409,Loyalty,F,Cyber services,Cash,Yes,24,5,120,High
7/20/2024,NTC002689,Loyalty,M,Cyber services,Cash,Yes,1,50,50,Low
4/5/2024,NTC002104,Loyalty,F,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
8/5/2023,NTC00432,Loyalty,F,Food & Drinks,Cash,Yes,1,50,50,Low
5/31/2024,NTC002385,Non-loyalty,M,Cyber services,Cash,Yes,2,50,100,High
2/20/2024,NTC001967,Loyalty,M,Cyber services,Mobile Money,No,1,50,50,Low
3/6/2024,NTC002048,Non-loyalty,M,Cyber services,Cash,No,32,10,320,High
11/22/2023,NTC001362,Loyalty,F,Cyber services,Cash,No,1,50,50,Low
7/14/2023,NTC00299,Loyalty,M,Food & Drinks,Mobile Money,No,1,50,50,Low
9/25/2023,NTC00886,Loyalty,M,Stationery & Office Supplies,Mobile Money,Yes,1,30,30,Low
12/16/2023,NTC001544,Loyalty,M,Cyber services,Cash,Yes,1,20,20,Low
11/30/2023,NTC001425,Loyalty,F,Cyber services,Cash,No,2,20,40,Low
9/10/2024,NTC002998,Non-loyalty,M,Cyber services,Mobile Money,No,2,50,100,High
12/12/2023,NTC001524,Loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
9/18/2023,NTC00828,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,2,10,20,Low
8/28/2024,NTC002932,Loyalty,M,Cyber services,Mobile Money,Yes,1,10,10,Low
7/8/2024,NTC002620,Loyalty,M,Cyber services,Mobile Money,Yes,1,50,50,Low
2/13/2024,NTC001932,Loyalty,F,Cyber services,Cash,Yes,5,20,100,High
8/2/2023,NTC00402,Loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,1,10,10,Low
12/18/2023,NTC001549,Loyalty,M,Cyber services,Cash,No,25,5,125,High
7/4/2023,NTC00261,Non-loyalty,M,Food & Drinks,Mobile Money,No,1,50,50,Low
10/16/2023,NTC001088,Loyalty,F,Cyber services,Cash,No,1,20,20,Low
10/9/2023,NTC001018,Loyalty,M,Cyber services,Mobile Money,No,1,80,80,Low
11/8/2023,NTC001287,Non-loyalty,F,Cyber services,Mobile Money,Yes,1,20,20,Low
11/20/2023,NTC001341,Loyalty,M,Online support services,Cash,Yes,1,30,30,Low
6/15/2024,NTC002486,Loyalty,M,Cyber services,Cash,No,1,10,10,Low
8/24/2024,NTC002909,Non-loyalty,F,Stationery & Office Supplies,Mobile Money,Yes,2,3,6,Low
8/24/2023,NTC00604,Loyalty,F,Food & Drinks,Mobile Money,No,2,40,80,Low
9/29/2023,NTC00925,Loyalty,M,Cyber services,Mobile Money,Yes,2,80,160,High
10/3/2023,NTC00959,Loyalty,F,Cyber services,Cash,No,131,10,1310,High
10/21/2023,NTC001145,Loyalty,F,Cyber services,Cash,Yes,2,5,10,Low
8/6/2023,NTC00141,Loyalty,F,Food & Drinks,Mobile Money,Yes,1,50,50,Low
12/14/2023,NTC001540,Loyalty,M,Stationery & Office Supplies,Mobile Money,No,1,30,30,Low
7/31/2023,NTC00376,Loyalty,F,Mobile Accessories,Cash,Yes,1,200,200,High
1/10/2024,NTC001720,Non-loyalty,M,Mobile airtime top-up,Mobile Money,Yes,2,10,20,Low
9/1/2023,NTC00666,Loyalty,M,Food & Drinks,Mobile Money,Yes,1,30,30,Low
12/9/2023,NTC001499,Non-loyalty,M,Food & Drinks,Mobile Money,Yes,4,5,20,Low
5/14/2024,NTC002277,Loyalty,F,Stationery & Office Supplies,Mobile Money,No,8,3,24,Low
8/9/2024,NTC002823,Non-loyalty,M,Stationery & Office Supplies,Cash,Yes,1,60,60,Low
9/5/2023,NTC00699,Loyalty,F,Cyber services,Mobile Money,No,2,20,40,Low
1/15/2024,NTC001762,Loyalty,M,Food & Drinks,Cash,Yes,1,70,70,Low
12/13/2023,NTC001526,Loyalty,M,Cyber services,Cash,No,4,10,40,Low
2/13/2024,NTC001937,Non-loyalty,M,Cyber services,Cash,Yes,1,10,10,Low
5/8/2024,NTC002253,Loyalty,M,Cyber services,Cash,No,1,10,10,Low
6/19/2024,NTC002511,Non-loyalty,F,Cyber services,Cash,Yes,1,50,50,Low
8/2/2023,NTC00399,Loyalty,F,Cyber services,Mobile Money,Yes,2,20,40,Low
11/27/2023,NTC001392,Non-loyalty,F,Mobile airtime top-up,Mobile Money,No,3,10,30,Low
11/17/2023,NTC001332,Loyalty,F,Cyber services,Mobile Money,Yes,12,10,120,High
4/15/2024,NTC002149,Loyalty,F,Cyber services,Mobile Money,No,3,5,15,Low
2/8/2024,NTC001915,Loyalty,F,Cyber services,Cash,Yes,1,50,50,Low
7/11/2024,NTC002631,Loyalty,M,Cyber services,Cash,Yes,8,20,160,High
9/8/2023,NTC00745,Loyalty,M,Cyber services,Mobile Money,No,2,20,40,Low
8/14/2023,NTC00510,Non-loyalty,F,Food & Drinks,Mobile Money,No,2,80,160,High
11/24/2023,NTC001377,Non-loyalty,F,Cyber services,Cash,No,1,80,80,Low
9/18/2023,NTC00829,Non-loyalty,M,Mobile airtime top-up,Cash,Yes,1,50,50,Low
6/30/2023,NTC00234,Non-loyalty,F,Stationery & Office Supplies,Cash,Yes,1,10,10,Low
10/5/2023,NTC00977,Loyalty,F,Stationery & Office Supplies,Cash,No,4,3,12,Low
11/20/2023,NTC001344,Non-loyalty,M,Cyber services,Mobile Money,Yes,10,10,100,High
7/14/2023,NTC00292,Loyalty,M,Cyber services,Cash,Yes,2,5,10,Low
4/7/2024,NTC002118,Non-loyalty,F,Cyber services,Cash,Yes,70,10,700,High
8/23/2023,NTC00593,Loyalty,M,Cyber services,Mobile Money,No,3,5,15,Low
11/28/2023,NTC001403,Loyalty,M,Mobile airtime top-up,Cash,Yes,2,50,100,High
7/31/2023,NTC00366,Loyalty,M,Cyber services,Cash,Yes,14,10,140,High
9/1/2023,NTC00668,Loyalty,F,Cyber services,Mobile Money,No,2,20,40,Low
5/19/2023,NTC0058,Non-loyalty,M,Cyber services,Mobile Money,No,1,10,10,Low
7/14/2023,NTC00291,Non-loyalty,M,Stationery & Office Supplies,Mobile Money,No,3,10,30,Low
5/29/2024,NTC002363,Non-loyalty,M,Print media,Mobile Money,Yes,3,60,180,High