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
2025-01-01T00:05:00Z
tx_301
ref_f43ffbbbe79f
m_0039
MID
rail_A
card
618
success
Approved
521.858245
NG
NG
2025-01-01T00:05:00Z
tx_302
ref_e33b9ed91354
m_0173
ENT
rail_A
card
789
success
Approved
379.60237
NG
NG
2025-01-01T00:05:00Z
tx_303
ref_c03653c4f7aa
m_0238
SME
rail_A
card
650
success
Approved
481.392875
NG
NG
2025-01-01T00:05:00Z
tx_304
ref_04b4893e6652
m_0267
MID
rail_A
mobile_money
910
success
Approved
591.637359
NG
NG
2025-01-01T00:05:00Z
tx_305
ref_b7def7e30d68
m_0043
MID
rail_A
card
275
success
Approved
422.221803
NG
NG
2025-01-01T00:05:00Z
tx_306
ref_00b52177cf02
m_0097
ENT
rail_A
card
1,066
success
Approved
369.27903
NG
NG
2025-01-01T00:05:00Z
tx_307
ref_59148545f259
m_0155
MID
rail_A
card
509
success
Approved
460.112342
NG
NG
2025-01-01T00:05:00Z
tx_308
ref_0479ad3fb16d
m_0137
SME
rail_A
card
279
success
Approved
487.1494
NG
NG
2025-01-01T00:05:00Z
tx_309
ref_aafc6a83c320
m_0175
MID
rail_A
card
1,145
success
Approved
479.195534
NG
NG
2025-01-01T00:05:00Z
tx_310
ref_94366aae61ec
m_0191
MID
rail_A
card
1,589
success
Approved
361.781801
NG
NG
2025-01-01T00:05:00Z
tx_311
ref_6a63b7894c7e
m_0254
MID
rail_A
card
1,097
success
Approved
524.792712
NG
NG
2025-01-01T00:05:00Z
tx_312
ref_2a499bea3ff8
m_0149
SME
rail_A
ussd
1,085
success
Approved
802.45029
NG
NG
2025-01-01T00:05:00Z
tx_313
ref_4570d37451ea
m_0288
MID
rail_A
card
1,561
success
Approved
610.365106
NG
NG
2025-01-01T00:05:00Z
tx_314
ref_cba4fec77e83
m_0145
ENT
rail_A
card
1,231
success
Approved
579.819042
NG
NG
2025-01-01T00:05:00Z
tx_315
ref_bbd73db58084
m_0008
SME
rail_A
card
728
success
Approved
354.386477
NG
NG
2025-01-01T00:05:00Z
tx_316
ref_a8e2aa35c53d
m_0177
SME
rail_A
card
641
success
Approved
480.128704
NG
NG
2025-01-01T00:05:00Z
tx_317
ref_47e26ac8e892
m_0070
ENT
rail_A
card
524
success
Approved
449.76886
NG
NG
2025-01-01T00:05:00Z
tx_318
ref_0c0ad4aaa89c
m_0203
ENT
rail_A
card
840
success
Approved
465.068203
NG
NG
2025-01-01T00:05:00Z
tx_319
ref_4b3708f12838
m_0230
MID
rail_A
mobile_money
2,134
success
Approved
467.666333
NG
NG
2025-01-01T00:06:00Z
tx_320
ref_fa2dacbd9548
m_0141
SME
rail_A
card
221
success
Approved
428.020666
NG
NG
2025-01-01T00:06:00Z
tx_321
ref_e52c0e59d367
m_0024
ENT
rail_A
ussd
1,368
success
Approved
283.893455
NG
NG
2025-01-01T00:06:00Z
tx_322
ref_5df58625a773
m_0019
MID
rail_A
card
268
success
Approved
474.310347
NG
NG
2025-01-01T00:06:00Z
tx_323
ref_c86f2530ab1e
m_0036
ENT
rail_A
transfer
517
success
Approved
494.241494
NG
NG
2025-01-01T00:06:00Z
tx_324
ref_db8834f99d42
m_0148
ENT
rail_A
ussd
361
success
Approved
584.990809
NG
NG
2025-01-01T00:06:00Z
tx_325
ref_6d3e66f204a0
m_0071
SME
rail_A
card
889
success
Approved
572.623007
NG
NG
2025-01-01T00:06:00Z
tx_326
ref_d5fb5d4b1779
m_0048
ENT
rail_A
card
1,105
success
Approved
490.511022
NG
NG
2025-01-01T00:06:00Z
tx_327
ref_cd398969bf5d
m_0191
MID
rail_A
card
242
success
Approved
594.745067
NG
NG
2025-01-01T00:06:00Z
tx_328
ref_8661476aa432
m_0141
SME
rail_A
ussd
275
success
Approved
731.190353
NG
NG
2025-01-01T00:06:00Z
tx_329
ref_2ed746fc2bd1
m_0081
MID
rail_A
card
730
success
Approved
443.599669
NG
NG
2025-01-01T00:06:00Z
tx_330
ref_f6426a909f21
m_0131
MID
rail_A
transfer
914
success
Approved
483.953662
NG
NG
2025-01-01T00:06:00Z
tx_331
ref_6af5c8bb14c9
m_0261
SME
rail_A
transfer
825
success
Approved
502.490329
NG
NG
2025-01-01T00:06:00Z
tx_332
ref_15a49ff41c7d
m_0233
ENT
rail_A
mobile_money
792
success
Approved
589.111472
NG
NG
2025-01-01T00:06:00Z
tx_333
ref_cce0512f8ef0
m_0011
ENT
rail_A
card
589
success
Approved
442.319407
NG
NG
2025-01-01T00:06:00Z
tx_334
ref_fe3f529cc236
m_0150
ENT
rail_A
transfer
152
success
Approved
884.279108
NG
NG
2025-01-01T00:06:00Z
tx_335
ref_a1d075190536
m_0106
ENT
rail_A
ussd
921
success
Approved
478.341225
NG
NG
2025-01-01T00:06:00Z
tx_336
ref_36ddbf968136
m_0062
MID
rail_A
mobile_money
877
success
Approved
566.788
NG
NG
2025-01-01T00:06:00Z
tx_337
ref_536a9ad9685b
m_0080
ENT
rail_A
card
825
success
Approved
838.297146
NG
NG
2025-01-01T00:06:00Z
tx_338
ref_9d2abbeee2e4
m_0285
ENT
rail_A
card
211
success
Approved
521.792969
NG
NG
2025-01-01T00:06:00Z
tx_339
ref_847d946db734
m_0137
SME
rail_A
card
350
success
Approved
427.945188
NG
NG
2025-01-01T00:06:00Z
tx_340
ref_c4b4bd6ec39c
m_0020
MID
rail_A
card
358
success
Approved
358.247545
NG
NG
2025-01-01T00:06:00Z
tx_341
ref_b4762000f2a1
m_0265
MID
rail_A
transfer
1,497
success
Approved
536.53485
NG
NG
2025-01-01T00:06:00Z
tx_342
ref_2f72346f7348
m_0097
ENT
rail_A
card
745
success
Approved
424.444658
NG
NG
2025-01-01T00:06:00Z
tx_343
ref_d208f5e9a0cc
m_0086
SME
rail_A
card
691
success
Approved
305.685034
NG
NG
2025-01-01T00:06:00Z
tx_344
ref_028927b8a62c
m_0208
SME
rail_A
mobile_money
1,108
success
Approved
419.058145
NG
NG
2025-01-01T00:06:00Z
tx_345
ref_f2ec779fe616
m_0224
ENT
rail_A
card
896
success
Approved
697.302473
NG
NG
2025-01-01T00:06:00Z
tx_346
ref_87957775545d
m_0024
ENT
rail_A
card
679
success
Approved
390.117957
NG
NG
2025-01-01T00:06:00Z
tx_347
ref_b9a744b41c9d
m_0033
MID
rail_A
card
495
success
Approved
443.103326
NG
NG
2025-01-01T00:06:00Z
tx_348
ref_a53c6a56c079
m_0109
ENT
rail_A
card
465
success
Approved
272.325674
NG
NG
2025-01-01T00:06:00Z
tx_349
ref_fbefc2b9fb5b
m_0197
SME
rail_A
card
609
success
Approved
449.20337
NG
NG
2025-01-01T00:06:00Z
tx_350
ref_488a0809b211
m_0269
MID
rail_A
card
603
success
Approved
645.105495
NG
NG
2025-01-01T00:06:00Z
tx_351
ref_7b972acf296f
m_0123
MID
rail_A
transfer
409
success
Approved
445.654694
NG
NG
2025-01-01T00:06:00Z
tx_352
ref_11b642e24bf4
m_0187
MID
rail_A
ussd
1,548
success
Approved
522.808594
NG
NG
2025-01-01T00:06:00Z
tx_353
ref_e72f0a758f0b
m_0030
MID
rail_A
card
160
success
Approved
591.094287
NG
NG
2025-01-01T00:06:00Z
tx_354
ref_f954fb340058
m_0045
ENT
rail_A
card
506
success
Approved
565.739989
NG
NG
2025-01-01T00:06:00Z
tx_355
ref_a0c55c2ba692
m_0102
ENT
rail_A
card
197
success
Approved
602.229633
NG
NG
2025-01-01T00:06:00Z
tx_356
ref_5c426f8ceedb
m_0136
MID
rail_A
card
928
success
Approved
331.466883
NG
NG
2025-01-01T00:06:00Z
tx_357
ref_4b9127322430
m_0290
ENT
rail_A
card
391
success
Approved
729.096827
NG
NG
2025-01-01T00:06:00Z
tx_358
ref_c47c0db94185
m_0208
SME
rail_A
card
529
success
Approved
678.342604
NG
NG
2025-01-01T00:06:00Z
tx_359
ref_d700d6c7e008
m_0136
MID
rail_A
transfer
763
success
Approved
523.942151
NG
NG
2025-01-01T00:06:00Z
tx_360
ref_a6761548d882
m_0296
ENT
rail_A
card
535
success
Approved
599.921312
NG
NG
2025-01-01T00:06:00Z
tx_361
ref_19b3f49bc0fd
m_0194
ENT
rail_A
mobile_money
442
success
Approved
666.531451
NG
NG
2025-01-01T00:06:00Z
tx_362
ref_2004a847f6f9
m_0271
SME
rail_A
transfer
866
success
Approved
564.7989
NG
NG
2025-01-01T00:06:00Z
tx_363
ref_bc8a8ff152bc
m_0222
ENT
rail_A
card
2,297
success
Approved
530.315605
NG
NG
2025-01-01T00:06:00Z
tx_364
ref_2c2dcb14a410
m_0111
ENT
rail_A
card
890
success
Approved
556.558926
NG
NG
2025-01-01T00:06:00Z
tx_365
ref_1a937a7e8469
m_0038
SME
rail_A
card
2,126
success
Approved
633.037774
NG
NG
2025-01-01T00:06:00Z
tx_366
ref_6ba26cb7cf1b
m_0066
ENT
rail_A
ussd
883
success
Approved
766.242461
NG
NG
2025-01-01T00:06:00Z
tx_367
ref_d83d6c362daa
m_0189
SME
rail_A
card
849
success
Approved
447.9698
NG
NG
2025-01-01T00:06:00Z
tx_368
ref_91e768cf8d73
m_0020
MID
rail_A
card
1,047
success
Approved
524.049871
NG
NG
2025-01-01T00:06:00Z
tx_369
ref_ad939769c2d7
m_0072
MID
rail_A
card
877
failed
Issuer Declined
issuer_declined
733.711784
NG
NG
2025-01-01T00:06:00Z
tx_370
ref_5c8320a48738
m_0205
SME
rail_A
card
607
success
Approved
418.973994
NG
NG
2025-01-01T00:06:00Z
tx_371
ref_3c15f560316a
m_0042
ENT
rail_A
mobile_money
706
success
Approved
662.978764
NG
NG
2025-01-01T00:06:00Z
tx_372
ref_c3d089a8e385
m_0214
ENT
rail_A
transfer
367
success
Approved
503.746065
NG
NG
2025-01-01T00:06:00Z
tx_373
ref_b220c37fb448
m_0087
SME
rail_A
card
700
success
Approved
359.248246
NG
NG
2025-01-01T00:06:00Z
tx_374
ref_b4095a9039a7
m_0159
ENT
rail_A
transfer
262
success
Approved
549.184468
NG
NG
2025-01-01T00:06:00Z
tx_375
ref_cb7b083fda59
m_0207
ENT
rail_A
card
644
success
Approved
561.988046
NG
NG
2025-01-01T00:06:00Z
tx_376
ref_62ee31877729
m_0264
ENT
rail_A
transfer
783
success
Approved
698.415587
NG
NG
2025-01-01T00:06:00Z
tx_377
ref_b673bcc1a220
m_0128
MID
rail_A
card
573
success
Approved
527.095154
NG
NG
2025-01-01T00:06:00Z
tx_378
ref_fc08d68f15eb
m_0190
ENT
rail_A
ussd
886
success
Approved
265.958037
NG
NG
2025-01-01T00:07:00Z
tx_379
ref_1dff40485f89
m_0064
MID
rail_A
transfer
706
success
Approved
495.674469
NG
NG
2025-01-01T00:07:00Z
tx_380
ref_602563c2a48e
m_0072
MID
rail_A
card
834
success
Approved
314.394204
NG
NG
2025-01-01T00:07:00Z
tx_381
ref_a04c4c53fc54
m_0270
SME
rail_A
mobile_money
367
success
Approved
268.097503
NG
NG
2025-01-01T00:07:00Z
tx_382
ref_33526a86f032
m_0237
MID
rail_A
card
308
success
Approved
766.77247
NG
NG
2025-01-01T00:07:00Z
tx_383
ref_96ce7d7812c3
m_0032
SME
rail_A
card
712
success
Approved
464.55411
NG
NG
2025-01-01T00:07:00Z
tx_384
ref_6d8428204dc0
m_0140
ENT
rail_A
card
567
success
Approved
596.132767
NG
NG
2025-01-01T00:07:00Z
tx_385
ref_598f052bf3eb
m_0190
ENT
rail_A
card
1,009
success
Approved
651.625039
NG
NG
2025-01-01T00:07:00Z
tx_386
ref_c34a2924d14c
m_0041
ENT
rail_A
ussd
790
success
Approved
701.15294
NG
NG
2025-01-01T00:07:00Z
tx_387
ref_f65ab3ff80e7
m_0286
SME
rail_A
card
522
success
Approved
575.550947
NG
NG
2025-01-01T00:07:00Z
tx_388
ref_dfaf7e62e98a
m_0096
SME
rail_A
card
274
success
Approved
557.305999
NG
NG
2025-01-01T00:07:00Z
tx_389
ref_b92edcde26b7
m_0157
MID
rail_A
card
2,068
success
Approved
246.645884
NG
NG
2025-01-01T00:07:00Z
tx_390
ref_d084ebc51804
m_0162
MID
rail_A
card
1,118
success
Approved
266.994985
NG
NG
2025-01-01T00:07:00Z
tx_391
ref_35b1be894851
m_0156
SME
rail_A
card
498
success
Approved
570.536527
NG
NG
2025-01-01T00:07:00Z
tx_392
ref_2be4931e7bc5
m_0152
ENT
rail_A
card
784
success
Approved
338.783423
NG
NG
2025-01-01T00:07:00Z
tx_393
ref_dda38864d00a
m_0223
SME
rail_A
card
459
success
Approved
574.432411
NG
NG
2025-01-01T00:07:00Z
tx_394
ref_2129787072f5
m_0101
SME
rail_A
card
1,076
success
Approved
704.227449
NG
NG
2025-01-01T00:07:00Z
tx_395
ref_40802bff7be5
m_0160
ENT
rail_A
card
963
success
Approved
403.98739
NG
NG
2025-01-01T00:07:00Z
tx_396
ref_692ded6a5161
m_0009
SME
rail_A
card
273
success
Approved
413.318143
NG
NG
2025-01-01T00:07:00Z
tx_397
ref_0001c5e75568
m_0019
MID
rail_A
card
853
success
Approved
665.412649
NG
NG
2025-01-01T00:07:00Z
tx_398
ref_001dbb8c302a
m_0194
ENT
rail_A
card
510
success
Approved
366.792649
NG
NG
2025-01-01T00:07:00Z
tx_399
ref_8f537525ddec
m_0147
SME
rail_A
mobile_money
698
success
Approved
575.759673
NG
NG
2025-01-01T00:07:00Z
tx_400
ref_06385ef5626b
m_0019
MID
rail_A
card
1,531
success
Approved
557.559718
NG
NG