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
2025-01-07T23:55:00Z
tx_2026801
ref_d17b770dc50b
m_0124
ENT
rail_E
transfer
266
failed
Do Not Honor
do_not_honor
653.984534
NG
NG
2025-01-07T23:55:00Z
tx_2026802
ref_a632c0e105cf
m_0027
ENT
rail_E
card
654
success
Approved
394.204169
NG
NG
2025-01-07T23:55:00Z
tx_2026803
ref_6d7123a8b593
m_0256
ENT
rail_E
transfer
293
success
Approved
502.883607
NG
NG
2025-01-07T23:55:00Z
tx_2026804
ref_db35996aa5ea
m_0029
MID
rail_E
card
255
success
Approved
650.493097
NG
NG
2025-01-07T23:55:00Z
tx_2026805
ref_3780d681e680
m_0218
MID
rail_E
card
384
failed
Issuer Declined
issuer_declined
866.007791
NG
NG
2025-01-07T23:55:00Z
tx_2026806
ref_7c9aa8c6926e
m_0204
MID
rail_E
mobile_money
2,558
success
Approved
528.768282
NG
NG
2025-01-07T23:55:00Z
tx_2026807
ref_4d32227e6546
m_0259
MID
rail_E
ussd
478
success
Approved
528.677005
NG
NG
2025-01-07T23:56:00Z
tx_2026808
ref_794ad6bd27fa
m_0285
ENT
rail_E
ussd
1,323
success
Approved
471.750368
NG
NG
2025-01-07T23:56:00Z
tx_2026809
ref_4238025d0d04
m_0144
ENT
rail_E
mobile_money
399
success
Approved
396.205542
NG
NG
2025-01-07T23:56:00Z
tx_2026810
ref_9affffd00668
m_0056
MID
rail_E
card
786
success
Approved
323.345305
NG
NG
2025-01-07T23:56:00Z
tx_2026811
ref_6acb1c0c5f16
m_0220
SME
rail_E
transfer
1,659
success
Approved
385.368391
NG
NG
2025-01-07T23:56:00Z
tx_2026812
ref_ca2e5d700003
m_0017
SME
rail_E
mobile_money
1,220
success
Approved
446.315318
NG
NG
2025-01-07T23:56:00Z
tx_2026813
ref_86a37d9c01b1
m_0247
MID
rail_E
card
718
success
Approved
533.901032
NG
NG
2025-01-07T23:56:00Z
tx_2026814
ref_33d7c8a1300f
m_0098
MID
rail_E
card
264
success
Approved
540.206352
NG
NG
2025-01-07T23:56:00Z
tx_2026815
ref_92e55d81b850
m_0245
SME
rail_E
card
301
success
Approved
475.6296
NG
NG
2025-01-07T23:56:00Z
tx_2026816
ref_836e31468479
m_0197
SME
rail_E
card
668
success
Approved
303.079755
NG
NG
2025-01-07T23:56:00Z
tx_2026817
ref_32a945d101a5
m_0090
MID
rail_E
card
402
success
Approved
691.691508
NG
NG
2025-01-07T23:56:00Z
tx_2026818
ref_d23c81ed6d11
m_0267
MID
rail_E
card
931
success
Approved
431.333974
NG
NG
2025-01-07T23:56:00Z
tx_2026819
ref_146d86b45687
m_0167
SME
rail_E
card
718
success
Approved
257.608485
NG
NG
2025-01-07T23:56:00Z
tx_2026820
ref_dd4e9abd2781
m_0187
MID
rail_E
mobile_money
155
success
Approved
424.022312
NG
NG
2025-01-07T23:56:00Z
tx_2026821
ref_c90c5ceb2afa
m_0106
ENT
rail_E
card
919
success
Approved
502.536232
NG
NG
2025-01-07T23:56:00Z
tx_2026822
ref_5c42a8331c3c
m_0281
MID
rail_E
card
605
success
Approved
581.365032
NG
NG
2025-01-07T23:56:00Z
tx_2026823
ref_25705f957029
m_0092
ENT
rail_E
ussd
1,496
success
Approved
465.814113
NG
NG
2025-01-07T23:56:00Z
tx_2026824
ref_237e68cd3809
m_0274
MID
rail_E
ussd
371
success
Approved
660.993595
NG
NG
2025-01-07T23:56:00Z
tx_2026825
ref_2350e8b0f268
m_0067
MID
rail_E
mobile_money
1,026
success
Approved
395.511297
NG
NG
2025-01-07T23:56:00Z
tx_2026826
ref_81f703f63cdc
m_0294
MID
rail_E
card
519
success
Approved
486.561449
NG
NG
2025-01-07T23:56:00Z
tx_2026827
ref_4c7fa8f05f3c
m_0297
MID
rail_E
card
435
success
Approved
442.212879
NG
NG
2025-01-07T23:57:00Z
tx_2026828
ref_f5ee7d4c4f69
m_0032
SME
rail_E
mobile_money
539
success
Approved
477.43282
NG
NG
2025-01-07T23:57:00Z
tx_2026829
ref_40bb093d4145
m_0001
ENT
rail_E
ussd
282
success
Approved
533.381479
NG
NG
2025-01-07T23:57:00Z
tx_2026830
ref_7a52c34631a4
m_0074
ENT
rail_E
card
556
success
Approved
549.500427
NG
NG
2025-01-07T23:57:00Z
tx_2026831
ref_cddf50782dee
m_0094
ENT
rail_E
mobile_money
349
success
Approved
281.44222
NG
NG
2025-01-07T23:57:00Z
tx_2026832
ref_59810fc50210
m_0035
SME
rail_E
ussd
295
success
Approved
619.952835
NG
NG
2025-01-07T23:57:00Z
tx_2026833
ref_10a6bc1be7d9
m_0008
SME
rail_E
card
382
success
Approved
413.720624
NG
NG
2025-01-07T23:57:00Z
tx_2026834
ref_5b9e3b3eb48c
m_0067
MID
rail_E
card
306
success
Approved
591.718085
NG
NG
2025-01-07T23:57:00Z
tx_2026835
ref_bcb622116abb
m_0036
ENT
rail_E
ussd
437
success
Approved
414.789
NG
NG
2025-01-07T23:57:00Z
tx_2026836
ref_9a265b82132e
m_0119
SME
rail_E
card
345
success
Approved
455.977114
NG
NG
2025-01-07T23:57:00Z
tx_2026837
ref_8b985a4b808b
m_0049
ENT
rail_E
ussd
1,189
success
Approved
619.944251
NG
NG
2025-01-07T23:57:00Z
tx_2026838
ref_f246395bdaa1
m_0259
MID
rail_E
card
433
success
Approved
516.167128
NG
NG
2025-01-07T23:57:00Z
tx_2026839
ref_7a51f328e1c4
m_0127
ENT
rail_E
card
1,171
success
Approved
687.831477
NG
NG
2025-01-07T23:57:00Z
tx_2026840
ref_d5831a143b05
m_0129
MID
rail_E
card
790
success
Approved
486.576878
NG
NG
2025-01-07T23:57:00Z
tx_2026841
ref_856f74542a51
m_0182
MID
rail_E
card
439
success
Approved
469.990659
NG
NG
2025-01-07T23:57:00Z
tx_2026842
ref_09ab8db019dc
m_0048
ENT
rail_E
card
1,168
success
Approved
471.984324
NG
NG
2025-01-07T23:57:00Z
tx_2026843
ref_9a6e57946c69
m_0033
MID
rail_E
card
1,271
success
Approved
498.21978
NG
NG
2025-01-07T23:57:00Z
tx_2026844
ref_7e6db81f5738
m_0164
MID
rail_E
card
936
success
Approved
601.518283
NG
NG
2025-01-07T23:57:00Z
tx_2026845
ref_7e1b9eac571b
m_0150
ENT
rail_E
card
1,175
success
Approved
650.468054
NG
NG
2025-01-07T23:57:00Z
tx_2026846
ref_7f828ba5377d
m_0205
SME
rail_E
card
1,617
success
Approved
585.320917
NG
NG
2025-01-07T23:58:00Z
tx_2026847
ref_27ac2633cce0
m_0218
MID
rail_E
card
1,648
success
Approved
547.563886
NG
NG
2025-01-07T23:58:00Z
tx_2026848
ref_a4f93c3be792
m_0021
MID
rail_E
card
536
success
Approved
526.941609
NG
NG
2025-01-07T23:58:00Z
tx_2026849
ref_b008d048671e
m_0074
ENT
rail_E
ussd
1,041
success
Approved
432.41357
NG
NG
2025-01-07T23:58:00Z
tx_2026850
ref_80051cacacf8
m_0083
ENT
rail_E
mobile_money
449
success
Approved
377.937382
NG
NG
2025-01-07T23:58:00Z
tx_2026851
ref_b00c6bcdfe16
m_0228
MID
rail_E
transfer
280
success
Approved
523.010158
NG
NG
2025-01-07T23:58:00Z
tx_2026852
ref_9cde7040ac12
m_0098
MID
rail_E
card
1,353
success
Approved
682.710418
NG
NG
2025-01-07T23:58:00Z
tx_2026853
ref_33aa3ef71143
m_0247
MID
rail_E
card
451
success
Approved
487.65585
NG
NG
2025-01-07T23:58:00Z
tx_2026854
ref_46390f2cc291
m_0200
MID
rail_E
card
213
success
Approved
409.310764
NG
NG
2025-01-07T23:58:00Z
tx_2026855
ref_75d087a5df2c
m_0182
MID
rail_E
card
545
success
Approved
424.321577
NG
NG
2025-01-07T23:58:00Z
tx_2026856
ref_8b5a5752934a
m_0143
MID
rail_E
ussd
2,977
success
Approved
784.320943
NG
NG
2025-01-07T23:58:00Z
tx_2026857
ref_7163cc5611c6
m_0165
ENT
rail_E
card
434
success
Approved
610.086695
NG
NG
2025-01-07T23:58:00Z
tx_2026858
ref_3b6ad7e430e4
m_0282
ENT
rail_E
card
400
success
Approved
488.487303
NG
NG
2025-01-07T23:58:00Z
tx_2026859
ref_b4c576a0940f
m_0191
MID
rail_E
card
1,406
success
Approved
530.599591
NG
NG
2025-01-07T23:58:00Z
tx_2026860
ref_fcd5b56810db
m_0056
MID
rail_E
card
416
success
Approved
526.705527
NG
NG
2025-01-07T23:58:00Z
tx_2026861
ref_f71a6e24dd63
m_0191
MID
rail_E
card
1,259
success
Approved
566.571508
NG
NG
2025-01-07T23:58:00Z
tx_2026862
ref_51ecd4ef27db
m_0189
SME
rail_E
card
2,067
success
Approved
471.432705
NG
NG
2025-01-07T23:58:00Z
tx_2026863
ref_2bed1ebab9f6
m_0243
MID
rail_E
card
244
success
Approved
550.611685
NG
NG
2025-01-07T23:58:00Z
tx_2026864
ref_bbf595600970
m_0083
ENT
rail_E
card
256
success
Approved
495.207244
NG
NG
2025-01-07T23:58:00Z
tx_2026865
ref_9c02793994f6
m_0179
MID
rail_E
card
613
failed
Issuer Declined
issuer_declined
1,258.599529
NG
NG
2025-01-07T23:58:00Z
tx_2026866
ref_5c95ea66fdef
m_0130
MID
rail_E
ussd
751
success
Approved
571.961363
NG
NG
2025-01-07T23:58:00Z
tx_2026867
ref_e213cd2c1767
m_0261
SME
rail_E
card
672
success
Approved
565.535093
NG
NG
2025-01-07T23:58:00Z
tx_2026868
ref_b1cb2776a051
m_0180
ENT
rail_E
ussd
361
success
Approved
466.815915
NG
NG
2025-01-07T23:58:00Z
tx_2026869
ref_d18e0d7daf3b
m_0002
MID
rail_E
ussd
549
success
Approved
616.946477
NG
NG
2025-01-07T23:59:00Z
tx_2026870
ref_717ceb932107
m_0129
MID
rail_E
transfer
299
success
Approved
476.700263
NG
NG
2025-01-07T23:59:00Z
tx_2026871
ref_052228ab58e3
m_0143
MID
rail_E
card
996
success
Approved
452.15666
NG
NG
2025-01-07T23:59:00Z
tx_2026872
ref_6fe5ecaaa79d
m_0216
SME
rail_E
card
398
success
Approved
406.38776
NG
NG
2025-01-07T23:59:00Z
tx_2026873
ref_21bc565c3e81
m_0032
SME
rail_E
card
159
success
Approved
505.298982
NG
NG
2025-01-07T23:59:00Z
tx_2026874
ref_e224842fff9f
m_0177
SME
rail_E
transfer
1,928
success
Approved
465.492459
NG
NG
2025-01-07T23:59:00Z
tx_2026875
ref_544e02b5168e
m_0259
MID
rail_E
card
443
success
Approved
525.050934
NG
NG
2025-01-07T23:59:00Z
tx_2026876
ref_26ec6b8f7e39
m_0277
ENT
rail_E
card
1,426
success
Approved
331.052706
NG
NG
2025-01-07T23:59:00Z
tx_2026877
ref_1fa82a8021aa
m_0190
ENT
rail_E
card
931
success
Approved
520.959073
NG
NG
2025-01-07T23:59:00Z
tx_2026878
ref_ea8905296026
m_0121
ENT
rail_E
transfer
455
success
Approved
456.938038
NG
NG
2025-01-07T23:59:00Z
tx_2026879
ref_bb282ac71beb
m_0233
ENT
rail_E
mobile_money
438
success
Approved
445.766186
NG
NG
2025-01-07T23:59:00Z
tx_2026880
ref_d4f442716443
m_0068
SME
rail_E
card
663
success
Approved
539.952606
NG
NG
2025-01-07T23:59:00Z
tx_2026881
ref_c9e63385f166
m_0111
ENT
rail_E
card
543
success
Approved
331.558333
NG
NG
2025-01-07T23:59:00Z
tx_2026882
ref_eaa7a26f7377
m_0186
SME
rail_E
mobile_money
1,519
success
Approved
646.509635
NG
NG
2025-01-07T23:59:00Z
tx_2026883
ref_2d3f686086bb
m_0158
MID
rail_E
transfer
650
success
Approved
410.889175
NG
NG
2025-01-07T23:59:00Z
tx_2026884
ref_08ad834255a4
m_0185
MID
rail_E
mobile_money
442
success
Approved
475.386988
NG
NG
2025-01-07T23:59:00Z
tx_2026885
ref_357505791e67
m_0289
MID
rail_E
card
1,026
success
Approved
547.90203
NG
NG
2025-01-07T23:59:00Z
tx_2026886
ref_213913293de1
m_0018
ENT
rail_E
transfer
842
success
Approved
382.646411
NG
NG
2025-01-07T23:59:00Z
tx_2026887
ref_32325e6af26a
m_0079
ENT
rail_E
card
284
success
Approved
820.234454
NG
NG
2025-01-07T23:59:00Z
tx_2026888
ref_d91a06d2ca76
m_0230
MID
rail_E
card
304
success
Approved
397.46357
NG
NG
2025-01-07T23:59:00Z
tx_2026889
ref_489d8c83bd12
m_0162
MID
rail_E
card
441
success
Approved
568.742305
NG
NG
2025-01-07T23:59:00Z
tx_2026890
ref_96f5cd9940f9
m_0167
SME
rail_E
card
303
success
Approved
398.367566
NG
NG
2025-01-07T23:59:00Z
tx_2026891
ref_ae7ce6b81b1b
m_0049
ENT
rail_E
card
500
success
Approved
558.179289
NG
NG