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
2025-01-01T00:11:00Z
tx_601
ref_c0081c9d2b6f
m_0108
MID
rail_A
card
1,312
success
Approved
599.269331
NG
NG
2025-01-01T00:11:00Z
tx_602
ref_16cf6f1ed6be
m_0289
MID
rail_A
card
1,280
success
Approved
561.676654
NG
NG
2025-01-01T00:11:00Z
tx_603
ref_61efd9e40e9a
m_0178
ENT
rail_A
card
1,431
success
Approved
442.758943
NG
NG
2025-01-01T00:11:00Z
tx_604
ref_29c03d12cf5f
m_0116
SME
rail_A
card
309
success
Approved
529.311816
NG
NG
2025-01-01T00:11:00Z
tx_605
ref_23de7da8ba30
m_0199
ENT
rail_A
mobile_money
1,315
success
Approved
704.343343
NG
NG
2025-01-01T00:11:00Z
tx_606
ref_34d10c529772
m_0074
ENT
rail_A
ussd
634
success
Approved
299.403616
NG
NG
2025-01-01T00:11:00Z
tx_607
ref_15c216265d58
m_0161
MID
rail_A
transfer
294
success
Approved
491.811211
NG
NG
2025-01-01T00:11:00Z
tx_608
ref_3a5e6f4ee2e1
m_0090
MID
rail_A
card
318
success
Approved
399.891231
NG
NG
2025-01-01T00:11:00Z
tx_609
ref_fd31c48a7e93
m_0108
MID
rail_A
card
650
success
Approved
708.593994
NG
NG
2025-01-01T00:11:00Z
tx_610
ref_77ff49cc8be7
m_0079
ENT
rail_A
transfer
1,053
success
Approved
400.218511
NG
NG
2025-01-01T00:11:00Z
tx_611
ref_489b0110a5b3
m_0210
SME
rail_A
card
277
success
Approved
701.278691
NG
NG
2025-01-01T00:11:00Z
tx_612
ref_d2d4435aefd1
m_0163
MID
rail_A
card
495
success
Approved
427.043119
NG
NG
2025-01-01T00:11:00Z
tx_613
ref_67d33ed7f34b
m_0007
ENT
rail_A
mobile_money
655
success
Approved
614.409301
NG
NG
2025-01-01T00:11:00Z
tx_614
ref_73debfefc1f0
m_0113
MID
rail_A
mobile_money
877
success
Approved
463.429516
NG
NG
2025-01-01T00:11:00Z
tx_615
ref_1c6c36cceb63
m_0104
ENT
rail_A
transfer
1,045
success
Approved
534.824036
NG
NG
2025-01-01T00:11:00Z
tx_616
ref_827c041c2999
m_0275
MID
rail_A
transfer
1,111
success
Approved
832.509585
NG
NG
2025-01-01T00:11:00Z
tx_617
ref_f6bfb9420874
m_0060
ENT
rail_A
card
451
success
Approved
339.718743
NG
NG
2025-01-01T00:11:00Z
tx_618
ref_f68bc15d95dc
m_0102
ENT
rail_A
ussd
551
success
Approved
511.446619
NG
NG
2025-01-01T00:11:00Z
tx_619
ref_e6b527cff6f5
m_0092
ENT
rail_A
card
429
success
Approved
288.536428
NG
NG
2025-01-01T00:11:00Z
tx_620
ref_c57a65b33d34
m_0195
SME
rail_A
card
260
success
Approved
648.202755
NG
NG
2025-01-01T00:11:00Z
tx_621
ref_07e518cb7b5a
m_0068
SME
rail_A
transfer
694
success
Approved
427.350557
NG
NG
2025-01-01T00:11:00Z
tx_622
ref_50f57acf2980
m_0025
MID
rail_A
mobile_money
320
success
Approved
383.283199
NG
NG
2025-01-01T00:11:00Z
tx_623
ref_ff46bf4cf7ad
m_0246
ENT
rail_A
card
345
success
Approved
487.945432
NG
NG
2025-01-01T00:11:00Z
tx_624
ref_971a349a7e69
m_0165
ENT
rail_A
card
1,220
success
Approved
629.04294
NG
NG
2025-01-01T00:11:00Z
tx_625
ref_a4b854f8b62c
m_0228
MID
rail_A
card
1,938
success
Approved
377.482366
NG
NG
2025-01-01T00:11:00Z
tx_626
ref_37fcf97d8c07
m_0096
SME
rail_A
ussd
713
success
Approved
414.783869
NG
NG
2025-01-01T00:11:00Z
tx_627
ref_bafe99885015
m_0093
MID
rail_A
card
1,682
success
Approved
718.61812
NG
NG
2025-01-01T00:11:00Z
tx_628
ref_70eaf1dd1691
m_0088
ENT
rail_A
mobile_money
1,304
success
Approved
154.163226
NG
NG
2025-01-01T00:11:00Z
tx_629
ref_33608fdc8701
m_0076
SME
rail_A
ussd
540
success
Approved
444.695322
NG
NG
2025-01-01T00:11:00Z
tx_630
ref_2011522a0bce
m_0149
SME
rail_A
card
498
success
Approved
558.470668
NG
NG
2025-01-01T00:11:00Z
tx_631
ref_c817c599fee7
m_0023
ENT
rail_A
card
2,517
success
Approved
509.305657
NG
NG
2025-01-01T00:11:00Z
tx_632
ref_7d34b5a9f0f9
m_0108
MID
rail_A
transfer
435
success
Approved
300.624896
NG
NG
2025-01-01T00:11:00Z
tx_633
ref_41fa12c980cc
m_0166
SME
rail_A
card
1,230
success
Approved
236.491442
NG
NG
2025-01-01T00:12:00Z
tx_634
ref_a7e41b6b8e39
m_0246
ENT
rail_A
card
839
success
Approved
406.600007
NG
NG
2025-01-01T00:12:00Z
tx_635
ref_772bd87e84a9
m_0219
ENT
rail_A
card
614
success
Approved
356.670706
NG
NG
2025-01-01T00:12:00Z
tx_636
ref_a82116330596
m_0207
ENT
rail_A
card
250
success
Approved
494.135536
NG
NG
2025-01-01T00:12:00Z
tx_637
ref_590cbf08ac1f
m_0028
MID
rail_A
ussd
943
success
Approved
509.448097
NG
NG
2025-01-01T00:12:00Z
tx_638
ref_b649bba4347c
m_0147
SME
rail_A
card
954
success
Approved
475.717986
NG
NG
2025-01-01T00:12:00Z
tx_639
ref_c60c83e4ccf5
m_0006
SME
rail_A
card
512
success
Approved
529.254463
NG
NG
2025-01-01T00:12:00Z
tx_640
ref_5b460fcdea9a
m_0139
MID
rail_A
card
473
success
Approved
636.824073
NG
NG
2025-01-01T00:12:00Z
tx_641
ref_21c1adb70117
m_0270
SME
rail_A
card
356
success
Approved
412.371661
NG
NG
2025-01-01T00:12:00Z
tx_642
ref_153d72f8a07f
m_0236
MID
rail_A
card
240
success
Approved
435.601072
NG
NG
2025-01-01T00:12:00Z
tx_643
ref_805b86dfb9d6
m_0211
ENT
rail_A
card
676
success
Approved
365.928719
NG
NG
2025-01-01T00:12:00Z
tx_644
ref_7e70d5752476
m_0152
ENT
rail_A
card
448
success
Approved
540.385181
NG
NG
2025-01-01T00:12:00Z
tx_645
ref_b06705b1cb7a
m_0232
SME
rail_A
card
403
success
Approved
625.705036
NG
NG
2025-01-01T00:12:00Z
tx_646
ref_3426a76a41c9
m_0018
ENT
rail_A
card
244
success
Approved
635.264391
NG
NG
2025-01-01T00:12:00Z
tx_647
ref_adab8ade4263
m_0081
MID
rail_A
card
606
success
Approved
411.695003
NG
NG
2025-01-01T00:12:00Z
tx_648
ref_fb27fadce607
m_0039
MID
rail_A
card
321
success
Approved
314.093264
NG
NG
2025-01-01T00:12:00Z
tx_649
ref_2ff1f1ffe9c1
m_0172
ENT
rail_A
card
1,375
success
Approved
449.693367
NG
NG
2025-01-01T00:12:00Z
tx_650
ref_101c0a361c54
m_0106
ENT
rail_A
card
1,665
success
Approved
463.26253
NG
NG
2025-01-01T00:12:00Z
tx_651
ref_e35404758502
m_0052
MID
rail_A
card
2,013
success
Approved
614.198517
NG
NG
2025-01-01T00:12:00Z
tx_652
ref_6cb3474e3521
m_0116
SME
rail_A
card
1,106
success
Approved
735.711756
NG
NG
2025-01-01T00:12:00Z
tx_653
ref_46ff2ac01f64
m_0008
SME
rail_A
card
375
success
Approved
548.504887
NG
NG
2025-01-01T00:12:00Z
tx_654
ref_690016a1266a
m_0053
MID
rail_A
card
844
success
Approved
372.622862
NG
NG
2025-01-01T00:12:00Z
tx_655
ref_eb6ea2912dee
m_0068
SME
rail_A
mobile_money
282
success
Approved
677.267054
NG
NG
2025-01-01T00:12:00Z
tx_656
ref_142f01b75a7c
m_0136
MID
rail_A
card
409
success
Approved
640.551587
NG
NG
2025-01-01T00:12:00Z
tx_657
ref_1ca56a97cf72
m_0222
ENT
rail_A
mobile_money
227
success
Approved
525.224023
NG
NG
2025-01-01T00:12:00Z
tx_658
ref_675ea9186665
m_0093
MID
rail_A
card
860
success
Approved
537.703987
NG
NG
2025-01-01T00:12:00Z
tx_659
ref_259f97cd2d22
m_0186
SME
rail_A
card
236
success
Approved
474.338655
NG
NG
2025-01-01T00:12:00Z
tx_660
ref_430dfa92a4e4
m_0161
MID
rail_A
ussd
973
success
Approved
412.069044
NG
NG
2025-01-01T00:12:00Z
tx_661
ref_64e048e78225
m_0058
ENT
rail_A
card
1,022
success
Approved
403.883622
NG
NG
2025-01-01T00:12:00Z
tx_662
ref_5783b240bcc1
m_0072
MID
rail_A
card
679
success
Approved
472.22981
NG
NG
2025-01-01T00:12:00Z
tx_663
ref_f9de2b28cbdc
m_0129
MID
rail_A
card
565
success
Approved
584.456918
NG
NG
2025-01-01T00:12:00Z
tx_664
ref_61a1e7e3df37
m_0280
SME
rail_A
card
414
success
Approved
450.63899
NG
NG
2025-01-01T00:12:00Z
tx_665
ref_842ed05528bd
m_0124
ENT
rail_A
ussd
692
success
Approved
675.054374
NG
NG
2025-01-01T00:12:00Z
tx_666
ref_37dd36b264df
m_0068
SME
rail_A
ussd
1,057
success
Approved
628.750254
NG
NG
2025-01-01T00:12:00Z
tx_667
ref_c7e29197c989
m_0136
MID
rail_A
ussd
1,114
success
Approved
489.478467
NG
NG
2025-01-01T00:12:00Z
tx_668
ref_e6ab17ee60c3
m_0265
MID
rail_A
card
991
success
Approved
424.212823
NG
NG
2025-01-01T00:12:00Z
tx_669
ref_cadf8072ff55
m_0018
ENT
rail_A
transfer
733
success
Approved
689.799044
NG
NG
2025-01-01T00:12:00Z
tx_670
ref_d337f98f632c
m_0141
SME
rail_A
card
1,640
success
Approved
276.566777
NG
NG
2025-01-01T00:12:00Z
tx_671
ref_b563ca3af520
m_0206
ENT
rail_A
transfer
545
failed
Processing Error
processing_error
1,496.2616
NG
NG
2025-01-01T00:12:00Z
tx_672
ref_3c3bbe3f0b13
m_0046
MID
rail_A
card
545
success
Approved
379.786008
NG
NG
2025-01-01T00:12:00Z
tx_673
ref_cd008c6bcffb
m_0086
SME
rail_A
mobile_money
388
success
Approved
553.974388
NG
NG
2025-01-01T00:12:00Z
tx_674
ref_a7e29e88f2a1
m_0283
MID
rail_A
card
2,119
success
Approved
329.656263
NG
NG
2025-01-01T00:12:00Z
tx_675
ref_33c3e279e598
m_0177
SME
rail_A
transfer
881
success
Approved
690.120826
NG
NG
2025-01-01T00:12:00Z
tx_676
ref_bd1a930911a5
m_0145
ENT
rail_A
card
2,066
success
Approved
431.01291
NG
NG
2025-01-01T00:12:00Z
tx_677
ref_7adcda101b57
m_0077
SME
rail_A
card
675
success
Approved
361.238732
NG
NG
2025-01-01T00:12:00Z
tx_678
ref_0056498faf6a
m_0045
ENT
rail_A
mobile_money
636
success
Approved
322.511622
NG
NG
2025-01-01T00:12:00Z
tx_679
ref_3032d540d911
m_0257
SME
rail_A
card
410
success
Approved
84.276393
NG
NG
2025-01-01T00:12:00Z
tx_680
ref_5b4844918dc7
m_0211
ENT
rail_A
mobile_money
357
success
Approved
605.453327
NG
NG
2025-01-01T00:12:00Z
tx_681
ref_e0784431a274
m_0112
MID
rail_A
card
176
success
Approved
451.305121
NG
NG
2025-01-01T00:12:00Z
tx_682
ref_5ff05a36404d
m_0156
SME
rail_A
card
643
success
Approved
751.867301
NG
NG
2025-01-01T00:12:00Z
tx_683
ref_d6783fd5fcb9
m_0014
ENT
rail_A
card
619
success
Approved
352.667839
NG
NG
2025-01-01T00:12:00Z
tx_684
ref_2bc20a4da8a4
m_0214
ENT
rail_A
mobile_money
253
success
Approved
595.32327
NG
NG
2025-01-01T00:12:00Z
tx_685
ref_4b2afe1227f0
m_0076
SME
rail_A
card
974
success
Approved
540.073859
NG
NG
2025-01-01T00:12:00Z
tx_686
ref_f0c2598a2118
m_0294
MID
rail_A
transfer
434
success
Approved
462.32132
NG
NG
2025-01-01T00:13:00Z
tx_687
ref_52ef07ab7981
m_0225
SME
rail_A
card
434
success
Approved
747.8895
NG
NG
2025-01-01T00:13:00Z
tx_688
ref_832e6d7755c8
m_0129
MID
rail_A
ussd
940
success
Approved
336.610425
NG
NG
2025-01-01T00:13:00Z
tx_689
ref_d25c2026e17c
m_0058
ENT
rail_A
card
1,046
success
Approved
568.096354
NG
NG
2025-01-01T00:13:00Z
tx_690
ref_bf5dc0a68f2d
m_0110
SME
rail_A
card
529
success
Approved
506.707399
NG
NG
2025-01-01T00:13:00Z
tx_691
ref_b6418423cbd5
m_0284
MID
rail_A
card
414
success
Approved
465.116522
NG
NG
2025-01-01T00:13:00Z
tx_692
ref_1f634588f220
m_0264
ENT
rail_A
card
552
success
Approved
121.986614
NG
NG
2025-01-01T00:13:00Z
tx_693
ref_b6db1cd0ef6b
m_0218
MID
rail_A
card
328
success
Approved
485.303101
NG
NG
2025-01-01T00:13:00Z
tx_694
ref_f5863db2f32f
m_0127
ENT
rail_A
card
697
success
Approved
383.097313
NG
NG
2025-01-01T00:13:00Z
tx_695
ref_43a63ffcd43a
m_0119
SME
rail_A
ussd
571
success
Approved
548.460913
NG
NG
2025-01-01T00:13:00Z
tx_696
ref_b524b4c33b8e
m_0118
SME
rail_A
card
526
success
Approved
297.660694
NG
NG
2025-01-01T00:13:00Z
tx_697
ref_17731c609171
m_0252
SME
rail_A
card
983
success
Approved
647.719205
NG
NG
2025-01-01T00:13:00Z
tx_698
ref_2835aea60024
m_0299
SME
rail_A
card
413
success
Approved
503.047127
NG
NG
2025-01-01T00:13:00Z
tx_699
ref_4dfc1748009e
m_0188
SME
rail_A
card
529
success
Approved
677.896626
NG
NG
2025-01-01T00:13:00Z
tx_700
ref_a17a84f41946
m_0125
MID
rail_A
mobile_money
223
success
Approved
480.902272
NG
NG