timestamp
timestamp[ns, tz=UTC]date
2025-01-01 00:00:00
2025-01-07 23:59:00
transaction_id
stringlengths
4
10
reference
stringlengths
16
16
merchant_id
stringclasses
300 values
merchant_segment
stringclasses
3 values
rail_id
stringclasses
5 values
payment_channel
stringclasses
4 values
amount
int64
100
13.3k
status
stringclasses
2 values
gateway_response
stringclasses
6 values
error_code
stringclasses
6 values
latency_ms
float64
50
6.89k
region
stringclasses
1 value
country
stringclasses
1 value
2025-01-01T00:09:00Z
tx_501
ref_c0db9c300135
m_0102
ENT
rail_A
card
325
success
Approved
434.775921
NG
NG
2025-01-01T00:09:00Z
tx_502
ref_62cb191d30d2
m_0256
ENT
rail_A
mobile_money
570
success
Approved
630.355368
NG
NG
2025-01-01T00:09:00Z
tx_503
ref_46292cd2ea59
m_0234
MID
rail_A
card
538
success
Approved
609.126398
NG
NG
2025-01-01T00:09:00Z
tx_504
ref_d53467b6c3f8
m_0294
MID
rail_A
transfer
268
success
Approved
639.136678
NG
NG
2025-01-01T00:09:00Z
tx_505
ref_108459cc5eec
m_0026
MID
rail_A
card
1,629
success
Approved
604.809921
NG
NG
2025-01-01T00:09:00Z
tx_506
ref_fd675563d029
m_0141
SME
rail_A
card
470
success
Approved
334.650206
NG
NG
2025-01-01T00:09:00Z
tx_507
ref_632cf9754874
m_0243
MID
rail_A
transfer
537
success
Approved
723.073471
NG
NG
2025-01-01T00:09:00Z
tx_508
ref_7dabab843fe1
m_0235
ENT
rail_A
mobile_money
696
success
Approved
479.665191
NG
NG
2025-01-01T00:09:00Z
tx_509
ref_f28efbd7eea8
m_0056
MID
rail_A
mobile_money
619
success
Approved
459.030749
NG
NG
2025-01-01T00:09:00Z
tx_510
ref_ba4a9cbf95ed
m_0296
ENT
rail_A
card
2,050
success
Approved
561.950928
NG
NG
2025-01-01T00:09:00Z
tx_511
ref_0bc55a3453cc
m_0216
SME
rail_A
transfer
517
success
Approved
544.342162
NG
NG
2025-01-01T00:09:00Z
tx_512
ref_1b9d70ea3ccb
m_0059
ENT
rail_A
card
275
success
Approved
470.634727
NG
NG
2025-01-01T00:09:00Z
tx_513
ref_522c5df3fda0
m_0298
SME
rail_A
ussd
272
success
Approved
588.834039
NG
NG
2025-01-01T00:09:00Z
tx_514
ref_820f183af827
m_0251
MID
rail_A
card
427
success
Approved
429.569334
NG
NG
2025-01-01T00:09:00Z
tx_515
ref_b185b3866962
m_0233
ENT
rail_A
ussd
178
failed
Insufficient Funds
insufficient_funds
853.255455
NG
NG
2025-01-01T00:09:00Z
tx_516
ref_8496a4d23691
m_0180
ENT
rail_A
mobile_money
227
success
Approved
688.515342
NG
NG
2025-01-01T00:09:00Z
tx_517
ref_8b93ae3d244c
m_0243
MID
rail_A
card
966
success
Approved
520.665458
NG
NG
2025-01-01T00:09:00Z
tx_518
ref_a22e6ad8a053
m_0053
MID
rail_A
card
1,518
success
Approved
354.534688
NG
NG
2025-01-01T00:09:00Z
tx_519
ref_2815e5623335
m_0119
SME
rail_A
mobile_money
1,502
success
Approved
546.697963
NG
NG
2025-01-01T00:09:00Z
tx_520
ref_7f5d929378ae
m_0088
ENT
rail_A
ussd
1,691
success
Approved
409.743116
NG
NG
2025-01-01T00:09:00Z
tx_521
ref_0ff324279ceb
m_0246
ENT
rail_A
ussd
542
success
Approved
491.406186
NG
NG
2025-01-01T00:09:00Z
tx_522
ref_af8062ec34f3
m_0257
SME
rail_A
card
1,286
success
Approved
627.005976
NG
NG
2025-01-01T00:09:00Z
tx_523
ref_a2c1ead610f5
m_0135
SME
rail_A
mobile_money
1,660
success
Approved
506.196019
NG
NG
2025-01-01T00:09:00Z
tx_524
ref_c3c268137459
m_0055
SME
rail_A
transfer
592
success
Approved
554.855021
NG
NG
2025-01-01T00:09:00Z
tx_525
ref_22de01e07462
m_0229
SME
rail_A
ussd
355
success
Approved
427.193139
NG
NG
2025-01-01T00:09:00Z
tx_526
ref_73f782937813
m_0095
SME
rail_A
mobile_money
281
success
Approved
569.723336
NG
NG
2025-01-01T00:09:00Z
tx_527
ref_c360a9e24005
m_0246
ENT
rail_A
mobile_money
316
success
Approved
421.907955
NG
NG
2025-01-01T00:09:00Z
tx_528
ref_9a245f3e4712
m_0159
ENT
rail_A
card
391
success
Approved
528.181578
NG
NG
2025-01-01T00:09:00Z
tx_529
ref_7138e1368421
m_0025
MID
rail_A
card
1,291
success
Approved
420.563912
NG
NG
2025-01-01T00:09:00Z
tx_530
ref_6bb219daad5a
m_0282
ENT
rail_A
card
1,282
success
Approved
361.801421
NG
NG
2025-01-01T00:09:00Z
tx_531
ref_67fd92d4218c
m_0218
MID
rail_A
card
596
success
Approved
491.01666
NG
NG
2025-01-01T00:09:00Z
tx_532
ref_323c7510bbb0
m_0211
ENT
rail_A
ussd
531
success
Approved
357.650619
NG
NG
2025-01-01T00:10:00Z
tx_533
ref_158fddceb6f6
m_0213
MID
rail_A
mobile_money
745
success
Approved
432.645098
NG
NG
2025-01-01T00:10:00Z
tx_534
ref_9f4bceb1ae43
m_0087
SME
rail_A
card
818
success
Approved
694.282082
NG
NG
2025-01-01T00:10:00Z
tx_535
ref_bc1805aa4040
m_0199
ENT
rail_A
transfer
1,194
success
Approved
294.813797
NG
NG
2025-01-01T00:10:00Z
tx_536
ref_9d7ff71c4278
m_0159
ENT
rail_A
card
1,437
success
Approved
397.715307
NG
NG
2025-01-01T00:10:00Z
tx_537
ref_52f7068bf535
m_0048
ENT
rail_A
card
397
success
Approved
541.631347
NG
NG
2025-01-01T00:10:00Z
tx_538
ref_67b052019110
m_0244
MID
rail_A
card
275
success
Approved
448.98393
NG
NG
2025-01-01T00:10:00Z
tx_539
ref_3ef63698ce3d
m_0180
ENT
rail_A
card
915
success
Approved
628.224155
NG
NG
2025-01-01T00:10:00Z
tx_540
ref_e99bb2fcb456
m_0107
MID
rail_A
card
186
success
Approved
509.558698
NG
NG
2025-01-01T00:10:00Z
tx_541
ref_e1a5e0f5815c
m_0297
MID
rail_A
ussd
2,953
success
Approved
367.591106
NG
NG
2025-01-01T00:10:00Z
tx_542
ref_e460f49e4eb1
m_0212
ENT
rail_A
card
664
success
Approved
417.990028
NG
NG
2025-01-01T00:10:00Z
tx_543
ref_918e8df8699c
m_0136
MID
rail_A
ussd
460
success
Approved
538.057585
NG
NG
2025-01-01T00:10:00Z
tx_544
ref_fda39a0dc9ce
m_0163
MID
rail_A
card
1,005
success
Approved
408.879908
NG
NG
2025-01-01T00:10:00Z
tx_545
ref_4fca0288a9c7
m_0205
SME
rail_A
card
1,367
success
Approved
575.494053
NG
NG
2025-01-01T00:10:00Z
tx_546
ref_9fb35e0f6ee0
m_0177
SME
rail_A
transfer
743
success
Approved
297.136419
NG
NG
2025-01-01T00:10:00Z
tx_547
ref_91d1ee797ee4
m_0261
SME
rail_A
mobile_money
384
success
Approved
581.459595
NG
NG
2025-01-01T00:10:00Z
tx_548
ref_767e03cff5fe
m_0276
MID
rail_A
ussd
865
success
Approved
469.66429
NG
NG
2025-01-01T00:10:00Z
tx_549
ref_c548c667d9d8
m_0138
MID
rail_A
card
386
success
Approved
437.962363
NG
NG
2025-01-01T00:10:00Z
tx_550
ref_9d2074d839c4
m_0150
ENT
rail_A
card
845
success
Approved
599.66179
NG
NG
2025-01-01T00:10:00Z
tx_551
ref_d9da9aa88ecb
m_0118
SME
rail_A
card
1,444
success
Approved
560.658334
NG
NG
2025-01-01T00:10:00Z
tx_552
ref_23dc3acaf4bb
m_0035
SME
rail_A
card
324
success
Approved
420.667911
NG
NG
2025-01-01T00:10:00Z
tx_553
ref_22a8f4ebe386
m_0161
MID
rail_A
card
1,022
success
Approved
418.921399
NG
NG
2025-01-01T00:10:00Z
tx_554
ref_c712afbea550
m_0026
MID
rail_A
card
1,249
success
Approved
305.365682
NG
NG
2025-01-01T00:10:00Z
tx_555
ref_ce796994eb56
m_0283
MID
rail_A
card
653
failed
Insufficient Funds
insufficient_funds
1,008.429596
NG
NG
2025-01-01T00:10:00Z
tx_556
ref_f88dc1190c35
m_0207
ENT
rail_A
card
400
success
Approved
577.961004
NG
NG
2025-01-01T00:10:00Z
tx_557
ref_268a650d84a2
m_0230
MID
rail_A
card
908
success
Approved
581.889015
NG
NG
2025-01-01T00:10:00Z
tx_558
ref_8102c8554390
m_0197
SME
rail_A
card
865
success
Approved
545.515993
NG
NG
2025-01-01T00:10:00Z
tx_559
ref_976a5c17b36a
m_0004
MID
rail_A
card
312
success
Approved
887.119175
NG
NG
2025-01-01T00:10:00Z
tx_560
ref_0bf7b2b022e2
m_0103
SME
rail_A
card
678
success
Approved
617.854739
NG
NG
2025-01-01T00:10:00Z
tx_561
ref_2771d9cb1fc3
m_0197
SME
rail_A
mobile_money
968
success
Approved
254.016303
NG
NG
2025-01-01T00:10:00Z
tx_562
ref_ad25f7a77c32
m_0194
ENT
rail_A
ussd
408
success
Approved
548.789808
NG
NG
2025-01-01T00:10:00Z
tx_563
ref_5eb4d16811e3
m_0189
SME
rail_A
card
1,544
success
Approved
747.208417
NG
NG
2025-01-01T00:10:00Z
tx_564
ref_1e209cdff141
m_0122
MID
rail_A
card
1,122
success
Approved
444.122783
NG
NG
2025-01-01T00:10:00Z
tx_565
ref_ff2d89a09813
m_0117
SME
rail_A
card
1,513
success
Approved
384.498859
NG
NG
2025-01-01T00:10:00Z
tx_566
ref_07df3375d880
m_0108
MID
rail_A
card
1,475
success
Approved
409.194741
NG
NG
2025-01-01T00:10:00Z
tx_567
ref_c48ce725f7ab
m_0093
MID
rail_A
transfer
1,112
success
Approved
375.207136
NG
NG
2025-01-01T00:10:00Z
tx_568
ref_53f68b7f9b0e
m_0192
MID
rail_A
transfer
1,464
success
Approved
580.761899
NG
NG
2025-01-01T00:10:00Z
tx_569
ref_79c8c77ee2e0
m_0070
ENT
rail_A
ussd
927
success
Approved
491.744055
NG
NG
2025-01-01T00:10:00Z
tx_570
ref_c326ead8eedd
m_0257
SME
rail_A
card
490
success
Approved
419.753191
NG
NG
2025-01-01T00:10:00Z
tx_571
ref_845156c9c81e
m_0210
SME
rail_A
card
715
success
Approved
537.469501
NG
NG
2025-01-01T00:10:00Z
tx_572
ref_809250cd2fc0
m_0002
MID
rail_A
mobile_money
608
success
Approved
383.529722
NG
NG
2025-01-01T00:10:00Z
tx_573
ref_e27d80cb5eaf
m_0225
SME
rail_A
card
1,263
success
Approved
476.536537
NG
NG
2025-01-01T00:10:00Z
tx_574
ref_23190157214e
m_0244
MID
rail_A
mobile_money
573
success
Approved
446.739304
NG
NG
2025-01-01T00:10:00Z
tx_575
ref_a8701411480f
m_0074
ENT
rail_A
ussd
679
success
Approved
424.698068
NG
NG
2025-01-01T00:10:00Z
tx_576
ref_381bdce82828
m_0147
SME
rail_A
transfer
713
success
Approved
530.718188
NG
NG
2025-01-01T00:10:00Z
tx_577
ref_87cb983a3159
m_0209
ENT
rail_A
mobile_money
230
success
Approved
521.131092
NG
NG
2025-01-01T00:10:00Z
tx_578
ref_1a4931d5dfa1
m_0298
SME
rail_A
card
514
success
Approved
781.929935
NG
NG
2025-01-01T00:10:00Z
tx_579
ref_d5889a4a964e
m_0015
ENT
rail_A
card
1,668
success
Approved
724.396258
NG
NG
2025-01-01T00:10:00Z
tx_580
ref_3e464260297a
m_0142
SME
rail_A
mobile_money
948
success
Approved
610.365338
NG
NG
2025-01-01T00:10:00Z
tx_581
ref_93b1099dcf64
m_0293
SME
rail_A
card
380
success
Approved
611.522097
NG
NG
2025-01-01T00:10:00Z
tx_582
ref_efa439f2a1d1
m_0118
SME
rail_A
card
1,083
success
Approved
610.989179
NG
NG
2025-01-01T00:10:00Z
tx_583
ref_3db3cf1070bb
m_0133
MID
rail_A
card
811
success
Approved
498.744587
NG
NG
2025-01-01T00:10:00Z
tx_584
ref_3d8e07dd6999
m_0090
MID
rail_A
card
379
success
Approved
662.724117
NG
NG
2025-01-01T00:10:00Z
tx_585
ref_39c3196e2acb
m_0292
ENT
rail_A
card
1,253
success
Approved
421.890006
NG
NG
2025-01-01T00:10:00Z
tx_586
ref_fe29e9505936
m_0027
ENT
rail_A
ussd
243
success
Approved
407.935176
NG
NG
2025-01-01T00:10:00Z
tx_587
ref_c4ab8fbeeb0f
m_0171
SME
rail_A
card
741
success
Approved
668.457629
NG
NG
2025-01-01T00:11:00Z
tx_588
ref_1e841ae2eab8
m_0102
ENT
rail_A
card
749
success
Approved
393.631119
NG
NG
2025-01-01T00:11:00Z
tx_589
ref_9ccc8b95326a
m_0180
ENT
rail_A
mobile_money
460
success
Approved
530.697569
NG
NG
2025-01-01T00:11:00Z
tx_590
ref_f9b2800d153c
m_0235
ENT
rail_A
card
1,400
success
Approved
585.123765
NG
NG
2025-01-01T00:11:00Z
tx_591
ref_ecfc8524951f
m_0232
SME
rail_A
card
837
success
Approved
612.621878
NG
NG
2025-01-01T00:11:00Z
tx_592
ref_2d6c01b88c5f
m_0015
ENT
rail_A
card
425
success
Approved
500.420051
NG
NG
2025-01-01T00:11:00Z
tx_593
ref_a8a9aec7a8ff
m_0118
SME
rail_A
mobile_money
501
success
Approved
322.362055
NG
NG
2025-01-01T00:11:00Z
tx_594
ref_8788fff46c0b
m_0043
MID
rail_A
ussd
1,995
success
Approved
509.473767
NG
NG
2025-01-01T00:11:00Z
tx_595
ref_4178f6955d8e
m_0070
ENT
rail_A
ussd
539
success
Approved
486.414277
NG
NG
2025-01-01T00:11:00Z
tx_596
ref_7b2ad3864983
m_0297
MID
rail_A
mobile_money
579
success
Approved
574.694434
NG
NG
2025-01-01T00:11:00Z
tx_597
ref_756895b6bb29
m_0124
ENT
rail_A
mobile_money
369
success
Approved
502.560626
NG
NG
2025-01-01T00:11:00Z
tx_598
ref_502c825c5c42
m_0275
MID
rail_A
mobile_money
506
success
Approved
552.525483
NG
NG
2025-01-01T00:11:00Z
tx_599
ref_165f79602b92
m_0197
SME
rail_A
ussd
805
success
Approved
433.265089
NG
NG
2025-01-01T00:11:00Z
tx_600
ref_edc3aba3a233
m_0120
MID
rail_A
card
1,016
success
Approved
395.847209
NG
NG