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
2025-01-01T00:02:00Z
tx_101
ref_5408b1b55878
m_0200
MID
rail_A
card
879
success
Approved
563.508959
NG
NG
2025-01-01T00:02:00Z
tx_102
ref_a4f29dc0a12b
m_0002
MID
rail_A
mobile_money
480
success
Approved
611.334643
NG
NG
2025-01-01T00:02:00Z
tx_103
ref_453ce01abe5c
m_0298
SME
rail_A
card
203
success
Approved
541.432456
NG
NG
2025-01-01T00:02:00Z
tx_104
ref_6b06bc7f8ab2
m_0011
ENT
rail_A
ussd
211
success
Approved
594.602268
NG
NG
2025-01-01T00:02:00Z
tx_105
ref_82314885e227
m_0143
MID
rail_A
card
818
success
Approved
447.20496
NG
NG
2025-01-01T00:02:00Z
tx_106
ref_9bc71e4a680e
m_0264
ENT
rail_A
transfer
1,324
success
Approved
231.327532
NG
NG
2025-01-01T00:02:00Z
tx_107
ref_3e144fb700a6
m_0147
SME
rail_A
card
393
success
Approved
464.202968
NG
NG
2025-01-01T00:02:00Z
tx_108
ref_ae270feb1c19
m_0045
ENT
rail_A
transfer
501
success
Approved
435.683974
NG
NG
2025-01-01T00:02:00Z
tx_109
ref_fc742bfce1fc
m_0084
MID
rail_A
card
506
success
Approved
425.314253
NG
NG
2025-01-01T00:02:00Z
tx_110
ref_4fe6bade0082
m_0247
MID
rail_A
card
1,595
success
Approved
374.892784
NG
NG
2025-01-01T00:02:00Z
tx_111
ref_51bccd066f1c
m_0238
SME
rail_A
ussd
839
success
Approved
624.888397
NG
NG
2025-01-01T00:02:00Z
tx_112
ref_c67a5f240742
m_0100
ENT
rail_A
card
1,055
success
Approved
521.398394
NG
NG
2025-01-01T00:02:00Z
tx_113
ref_b00574108bd5
m_0126
SME
rail_A
mobile_money
1,663
success
Approved
503.953667
NG
NG
2025-01-01T00:02:00Z
tx_114
ref_456e609791d6
m_0292
ENT
rail_A
ussd
567
success
Approved
356.326263
NG
NG
2025-01-01T00:02:00Z
tx_115
ref_699816322a30
m_0095
SME
rail_A
ussd
891
success
Approved
495.583338
NG
NG
2025-01-01T00:02:00Z
tx_116
ref_5db050420697
m_0108
MID
rail_A
card
332
success
Approved
495.241676
NG
NG
2025-01-01T00:02:00Z
tx_117
ref_9b406ad03e5c
m_0271
SME
rail_A
card
831
success
Approved
532.121504
NG
NG
2025-01-01T00:02:00Z
tx_118
ref_3355c4935de5
m_0271
SME
rail_A
card
441
success
Approved
688.335636
NG
NG
2025-01-01T00:02:00Z
tx_119
ref_51abe0c3e8a3
m_0276
MID
rail_A
ussd
645
success
Approved
505.448375
NG
NG
2025-01-01T00:02:00Z
tx_120
ref_4acfca0518cf
m_0297
MID
rail_A
transfer
864
success
Approved
658.318709
NG
NG
2025-01-01T00:02:00Z
tx_121
ref_58b54381098c
m_0116
SME
rail_A
transfer
1,150
success
Approved
480.337373
NG
NG
2025-01-01T00:02:00Z
tx_122
ref_6faba755934d
m_0046
MID
rail_A
card
724
success
Approved
523.63481
NG
NG
2025-01-01T00:02:00Z
tx_123
ref_f30879b2ba3a
m_0105
ENT
rail_A
card
579
success
Approved
369.918363
NG
NG
2025-01-01T00:02:00Z
tx_124
ref_6782d335b540
m_0249
SME
rail_A
card
1,848
success
Approved
507.808103
NG
NG
2025-01-01T00:02:00Z
tx_125
ref_8330d97bd141
m_0025
MID
rail_A
card
1,333
success
Approved
401.932697
NG
NG
2025-01-01T00:02:00Z
tx_126
ref_fd9bd3680e62
m_0235
ENT
rail_A
card
551
success
Approved
637.784874
NG
NG
2025-01-01T00:02:00Z
tx_127
ref_6c75fb3bfe25
m_0287
MID
rail_A
ussd
2,839
success
Approved
640.272112
NG
NG
2025-01-01T00:02:00Z
tx_128
ref_c54bad92f9e4
m_0250
SME
rail_A
ussd
1,353
success
Approved
608.295838
NG
NG
2025-01-01T00:02:00Z
tx_129
ref_e3876174ed26
m_0159
ENT
rail_A
ussd
1,361
success
Approved
467.526265
NG
NG
2025-01-01T00:02:00Z
tx_130
ref_7524f54c4ad3
m_0115
MID
rail_A
card
399
success
Approved
398.114489
NG
NG
2025-01-01T00:02:00Z
tx_131
ref_819dc8d87832
m_0152
ENT
rail_A
transfer
227
success
Approved
685.809108
NG
NG
2025-01-01T00:02:00Z
tx_132
ref_e350f46e9358
m_0137
SME
rail_A
transfer
381
success
Approved
496.89108
NG
NG
2025-01-01T00:02:00Z
tx_133
ref_1c3d3453694b
m_0283
MID
rail_A
mobile_money
488
success
Approved
466.795333
NG
NG
2025-01-01T00:02:00Z
tx_134
ref_41616af9860a
m_0232
SME
rail_A
mobile_money
1,489
success
Approved
539.338505
NG
NG
2025-01-01T00:02:00Z
tx_135
ref_b558327b411a
m_0000
SME
rail_A
ussd
273
success
Approved
449.006283
NG
NG
2025-01-01T00:02:00Z
tx_136
ref_f99e73bd32e7
m_0222
ENT
rail_A
card
261
success
Approved
558.116393
NG
NG
2025-01-01T00:02:00Z
tx_137
ref_99b84bbdf2c1
m_0154
MID
rail_A
card
495
success
Approved
452.794391
NG
NG
2025-01-01T00:02:00Z
tx_138
ref_aa1b82260345
m_0085
ENT
rail_A
mobile_money
590
success
Approved
513.302312
NG
NG
2025-01-01T00:02:00Z
tx_139
ref_d1033e2cf249
m_0161
MID
rail_A
card
1,373
success
Approved
443.999772
NG
NG
2025-01-01T00:02:00Z
tx_140
ref_eff6e3667c44
m_0015
ENT
rail_A
card
1,246
success
Approved
484.663912
NG
NG
2025-01-01T00:02:00Z
tx_141
ref_63507fbb748b
m_0151
SME
rail_A
card
1,285
success
Approved
447.951977
NG
NG
2025-01-01T00:02:00Z
tx_142
ref_50364bb5a5c8
m_0105
ENT
rail_A
card
727
success
Approved
478.802985
NG
NG
2025-01-01T00:02:00Z
tx_143
ref_550e591ccfa3
m_0149
SME
rail_A
card
510
success
Approved
265.620984
NG
NG
2025-01-01T00:02:00Z
tx_144
ref_8d6f051ab8d0
m_0171
SME
rail_A
card
997
success
Approved
592.363587
NG
NG
2025-01-01T00:02:00Z
tx_145
ref_83f9add5d47f
m_0284
MID
rail_A
mobile_money
402
success
Approved
673.06439
NG
NG
2025-01-01T00:02:00Z
tx_146
ref_59eddc6fefb9
m_0211
ENT
rail_A
card
342
success
Approved
505.679314
NG
NG
2025-01-01T00:02:00Z
tx_147
ref_ffb58f56d989
m_0285
ENT
rail_A
card
392
success
Approved
326.405376
NG
NG
2025-01-01T00:02:00Z
tx_148
ref_fa813cc86a83
m_0024
ENT
rail_A
card
698
success
Approved
434.834217
NG
NG
2025-01-01T00:02:00Z
tx_149
ref_c7e54cd1e637
m_0024
ENT
rail_A
ussd
309
success
Approved
547.86257
NG
NG
2025-01-01T00:02:00Z
tx_150
ref_71a0fadbdf5a
m_0162
MID
rail_A
card
1,026
success
Approved
514.869822
NG
NG
2025-01-01T00:02:00Z
tx_151
ref_c3db7dc66ac1
m_0138
MID
rail_A
ussd
847
success
Approved
608.939611
NG
NG
2025-01-01T00:02:00Z
tx_152
ref_3551d63bad2b
m_0152
ENT
rail_A
mobile_money
413
success
Approved
299.928756
NG
NG
2025-01-01T00:02:00Z
tx_153
ref_8a2665e327e7
m_0204
MID
rail_A
card
2,219
success
Approved
403.165775
NG
NG
2025-01-01T00:02:00Z
tx_154
ref_971a82750619
m_0271
SME
rail_A
card
364
success
Approved
419.510107
NG
NG
2025-01-01T00:02:00Z
tx_155
ref_c3d59bcef946
m_0243
MID
rail_A
ussd
616
success
Approved
698.618713
NG
NG
2025-01-01T00:02:00Z
tx_156
ref_499536a8445c
m_0158
MID
rail_A
ussd
919
success
Approved
479.472101
NG
NG
2025-01-01T00:02:00Z
tx_157
ref_66880faaf5de
m_0210
SME
rail_A
ussd
409
success
Approved
472.20589
NG
NG
2025-01-01T00:03:00Z
tx_158
ref_64c158110ea7
m_0291
SME
rail_A
card
487
success
Approved
414.812375
NG
NG
2025-01-01T00:03:00Z
tx_159
ref_a81c464b134a
m_0093
MID
rail_A
transfer
916
failed
Issuer Declined
issuer_declined
748.991783
NG
NG
2025-01-01T00:03:00Z
tx_160
ref_aeb38499a110
m_0067
MID
rail_A
card
614
success
Approved
378.414638
NG
NG
2025-01-01T00:03:00Z
tx_161
ref_e7cefa914687
m_0150
ENT
rail_A
card
1,016
success
Approved
340.056291
NG
NG
2025-01-01T00:03:00Z
tx_162
ref_9401a2db30d5
m_0167
SME
rail_A
ussd
336
success
Approved
742.730578
NG
NG
2025-01-01T00:03:00Z
tx_163
ref_99145ac8a4cc
m_0022
SME
rail_A
mobile_money
793
success
Approved
588.65937
NG
NG
2025-01-01T00:03:00Z
tx_164
ref_bab63e71e838
m_0188
SME
rail_A
ussd
928
success
Approved
849.944309
NG
NG
2025-01-01T00:03:00Z
tx_165
ref_32de152e0969
m_0095
SME
rail_A
card
949
success
Approved
575.700035
NG
NG
2025-01-01T00:03:00Z
tx_166
ref_b148aa7458cd
m_0000
SME
rail_A
card
2,356
success
Approved
398.29206
NG
NG
2025-01-01T00:03:00Z
tx_167
ref_cec89399ac96
m_0203
ENT
rail_A
mobile_money
687
success
Approved
504.643606
NG
NG
2025-01-01T00:03:00Z
tx_168
ref_3e14e8e512cf
m_0193
MID
rail_A
ussd
1,348
success
Approved
683.631614
NG
NG
2025-01-01T00:03:00Z
tx_169
ref_c429a37929c0
m_0080
ENT
rail_A
card
590
success
Approved
499.074247
NG
NG
2025-01-01T00:03:00Z
tx_170
ref_e0b0c4ec8e54
m_0207
ENT
rail_A
transfer
698
success
Approved
509.537741
NG
NG
2025-01-01T00:03:00Z
tx_171
ref_881fc4acdb72
m_0095
SME
rail_A
transfer
849
success
Approved
627.1778
NG
NG
2025-01-01T00:03:00Z
tx_172
ref_d0259b9ff94f
m_0175
MID
rail_A
mobile_money
2,224
failed
Insufficient Funds
insufficient_funds
960.818426
NG
NG
2025-01-01T00:03:00Z
tx_173
ref_5657a37e5825
m_0111
ENT
rail_A
card
394
success
Approved
373.001297
NG
NG
2025-01-01T00:03:00Z
tx_174
ref_2023d1d3eefa
m_0158
MID
rail_A
card
587
success
Approved
527.971609
NG
NG
2025-01-01T00:03:00Z
tx_175
ref_2a0c3bbb2db1
m_0165
ENT
rail_A
ussd
1,373
success
Approved
200.408025
NG
NG
2025-01-01T00:03:00Z
tx_176
ref_2e0aa477bb00
m_0102
ENT
rail_A
card
1,228
success
Approved
486.889
NG
NG
2025-01-01T00:03:00Z
tx_177
ref_98a44f22f824
m_0071
SME
rail_A
ussd
1,827
success
Approved
540.524875
NG
NG
2025-01-01T00:03:00Z
tx_178
ref_6f280347c439
m_0234
MID
rail_A
card
684
success
Approved
523.758466
NG
NG
2025-01-01T00:03:00Z
tx_179
ref_a5ffbe08d09a
m_0190
ENT
rail_A
card
2,872
success
Approved
491.513469
NG
NG
2025-01-01T00:03:00Z
tx_180
ref_ca32d1891009
m_0132
SME
rail_A
card
710
success
Approved
566.321461
NG
NG
2025-01-01T00:03:00Z
tx_181
ref_2398f62c3459
m_0056
MID
rail_A
card
1,098
success
Approved
543.317721
NG
NG
2025-01-01T00:03:00Z
tx_182
ref_1fe305d2eb94
m_0148
ENT
rail_A
mobile_money
1,465
failed
Processing Error
processing_error
970.309926
NG
NG
2025-01-01T00:03:00Z
tx_183
ref_a92b74b99969
m_0135
SME
rail_A
card
928
success
Approved
459.937146
NG
NG
2025-01-01T00:03:00Z
tx_184
ref_4c8d2e35308a
m_0260
ENT
rail_A
card
902
success
Approved
388.135093
NG
NG
2025-01-01T00:03:00Z
tx_185
ref_244492b70ff2
m_0106
ENT
rail_A
mobile_money
1,318
success
Approved
575.791904
NG
NG
2025-01-01T00:03:00Z
tx_186
ref_7d1c14b946ca
m_0190
ENT
rail_A
card
1,564
success
Approved
545.735951
NG
NG
2025-01-01T00:03:00Z
tx_187
ref_265bbfa60388
m_0041
ENT
rail_A
card
1,201
success
Approved
417.084002
NG
NG
2025-01-01T00:03:00Z
tx_188
ref_6c1c195ed699
m_0190
ENT
rail_A
card
431
success
Approved
372.177122
NG
NG
2025-01-01T00:03:00Z
tx_189
ref_741f31465a87
m_0259
MID
rail_A
mobile_money
831
success
Approved
459.106526
NG
NG
2025-01-01T00:03:00Z
tx_190
ref_3d8bb977a2e7
m_0124
ENT
rail_A
card
249
success
Approved
522.508589
NG
NG
2025-01-01T00:03:00Z
tx_191
ref_8c43ca3dde9d
m_0182
MID
rail_A
card
246
success
Approved
521.715691
NG
NG
2025-01-01T00:03:00Z
tx_192
ref_1131cc45c066
m_0080
ENT
rail_A
ussd
315
success
Approved
275.591089
NG
NG
2025-01-01T00:03:00Z
tx_193
ref_76353049d0ae
m_0086
SME
rail_A
card
719
success
Approved
563.272562
NG
NG
2025-01-01T00:03:00Z
tx_194
ref_9ed0fea351c4
m_0094
ENT
rail_A
card
753
success
Approved
584.082716
NG
NG
2025-01-01T00:03:00Z
tx_195
ref_3f9b25f1d322
m_0259
MID
rail_A
ussd
240
success
Approved
521.524393
NG
NG
2025-01-01T00:03:00Z
tx_196
ref_f71afd295f74
m_0155
MID
rail_A
card
1,579
success
Approved
601.055785
NG
NG
2025-01-01T00:03:00Z
tx_197
ref_6286250214cb
m_0123
MID
rail_A
card
763
success
Approved
689.555809
NG
NG
2025-01-01T00:03:00Z
tx_198
ref_857a41517360
m_0021
MID
rail_A
card
300
success
Approved
562.068529
NG
NG
2025-01-01T00:03:00Z
tx_199
ref_4bccc76a4843
m_0148
ENT
rail_A
mobile_money
1,296
success
Approved
463.674571
NG
NG
2025-01-01T00:03:00Z
tx_200
ref_64a29d94f408
m_0004
MID
rail_A
card
1,076
success
Approved
535.121856
NG
NG