Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
ticket_id
stringlengths 13
13
| customer_id
stringlengths 11
11
| channel
stringclasses 4
values | issue_type
stringclasses 7
values | created_time
stringdate 2024-10-12 11:16:18
2025-10-12 11:02:53
| resolved_time
stringdate 2024-10-12 11:28:18
2025-10-12 14:30:14
| handle_time_min
int64 2
855
| status
stringclasses 5
values | csat
int64 33
100
|
|---|---|---|---|---|---|---|---|---|
SUP-000000000
|
CUS-1992876
|
email
|
refund
|
2025-09-22 17:08:19
|
2025-09-22 17:28:19
| 20
|
resolved
| 99
|
SUP-000000001
|
CUS-1015392
|
phone
|
delay
|
2025-07-21 23:48:28
|
2025-07-21 23:59:28
| 11
|
resolved
| 100
|
SUP-000000002
|
CUS-0469573
|
email
|
address
|
2025-04-04 03:11:36
|
2025-04-04 03:14:36
| 3
|
resolved
| 92
|
SUP-000000003
|
CUS-0910758
|
social
|
refund
|
2025-02-25 07:00:48
|
2025-02-25 07:14:48
| 14
|
pending
| 62
|
SUP-000000004
|
CUS-1182698
|
email
|
delay
|
2025-05-01 22:03:40
|
2025-05-01 22:26:40
| 23
|
resolved
| 100
|
SUP-000000005
|
CUS-0195082
|
chat
|
tracking
|
2024-11-13 21:20:41
|
2024-11-13 21:34:41
| 14
|
resolved
| 76
|
SUP-000000006
|
CUS-1778976
|
phone
|
reschedule
|
2024-12-17 00:27:06
|
2024-12-17 00:51:06
| 24
|
resolved
| 75
|
SUP-000000007
|
CUS-0787712
|
social
|
refund
|
2025-02-28 02:57:20
|
2025-02-28 03:03:20
| 6
|
pending
| 53
|
SUP-000000008
|
CUS-0124598
|
chat
|
delay
|
2025-07-09 06:13:01
|
2025-07-09 06:43:01
| 30
|
closed
| 96
|
SUP-000000009
|
CUS-0745050
|
chat
|
address
|
2025-05-04 19:37:25
|
2025-05-04 19:49:25
| 12
|
pending
| 66
|
SUP-000000010
|
CUS-1799187
|
email
|
damage
|
2025-07-22 04:20:35
|
2025-07-22 04:42:35
| 22
|
resolved
| 88
|
SUP-000000011
|
CUS-1056346
|
phone
|
tracking
|
2025-02-07 20:19:40
|
2025-02-07 21:25:40
| 66
|
resolved
| 85
|
SUP-000000012
|
CUS-1419438
|
phone
|
refund
|
2025-08-29 14:53:49
|
2025-08-29 15:07:49
| 14
|
resolved
| 89
|
SUP-000000013
|
CUS-1242274
|
email
|
damage
|
2025-09-09 00:01:20
|
2025-09-09 00:23:20
| 22
|
closed
| 92
|
SUP-000000014
|
CUS-1238245
|
phone
|
delay
|
2025-04-03 09:07:21
|
2025-04-03 09:27:21
| 20
|
resolved
| 64
|
SUP-000000015
|
CUS-1995781
|
chat
|
tracking
|
2024-11-22 14:03:11
|
2024-11-22 14:31:11
| 28
|
closed
| 96
|
SUP-000000016
|
CUS-1856079
|
phone
|
refund
|
2025-07-01 19:20:06
|
2025-07-01 19:32:06
| 12
|
resolved
| 69
|
SUP-000000017
|
CUS-0157664
|
chat
|
address
|
2025-02-02 22:51:59
|
2025-02-02 23:19:59
| 28
|
escalated
| 64
|
SUP-000000018
|
CUS-0476797
|
email
|
tracking
|
2025-01-10 15:59:56
|
2025-01-10 17:12:56
| 73
|
resolved
| 81
|
SUP-000000019
|
CUS-1929726
|
phone
|
delay
|
2025-04-18 22:48:16
|
2025-04-18 23:24:16
| 36
|
resolved
| 100
|
SUP-000000020
|
CUS-0125758
|
phone
|
reschedule
|
2025-07-13 15:21:53
|
2025-07-13 15:48:53
| 27
|
closed
| 87
|
SUP-000000021
|
CUS-0961416
|
phone
|
reschedule
|
2025-04-30 14:49:06
|
2025-04-30 15:18:06
| 29
|
resolved
| 91
|
SUP-000000022
|
CUS-0919344
|
phone
|
refund
|
2025-09-20 18:48:59
|
2025-09-20 19:08:59
| 20
|
resolved
| 77
|
SUP-000000023
|
CUS-0248434
|
chat
|
delay
|
2024-11-02 17:53:16
|
2024-11-02 18:06:16
| 13
|
resolved
| 96
|
SUP-000000024
|
CUS-0607989
|
phone
|
tracking
|
2024-12-21 03:55:10
|
2024-12-21 04:23:10
| 28
|
resolved
| 86
|
SUP-000000025
|
CUS-1988939
|
email
|
refund
|
2025-09-01 02:22:31
|
2025-09-01 03:18:31
| 56
|
closed
| 85
|
SUP-000000026
|
CUS-1767745
|
email
|
refund
|
2025-03-11 17:38:27
|
2025-03-11 18:19:27
| 41
|
open
| 65
|
SUP-000000027
|
CUS-1794210
|
email
|
damage
|
2025-02-12 21:36:57
|
2025-02-12 21:54:57
| 18
|
closed
| 77
|
SUP-000000028
|
CUS-1972383
|
email
|
other
|
2024-12-24 04:18:36
|
2024-12-24 05:33:36
| 75
|
resolved
| 85
|
SUP-000000029
|
CUS-0909817
|
phone
|
delay
|
2024-11-18 16:30:33
|
2024-11-18 16:49:33
| 19
|
resolved
| 95
|
SUP-000000030
|
CUS-1492228
|
phone
|
delay
|
2025-09-23 05:16:36
|
2025-09-23 05:59:36
| 43
|
resolved
| 88
|
SUP-000000031
|
CUS-1325246
|
chat
|
tracking
|
2025-05-12 09:06:36
|
2025-05-12 09:45:36
| 39
|
resolved
| 85
|
SUP-000000032
|
CUS-0290794
|
phone
|
delay
|
2025-09-19 03:47:13
|
2025-09-19 04:05:13
| 18
|
closed
| 84
|
SUP-000000033
|
CUS-0841950
|
phone
|
tracking
|
2024-12-09 22:00:26
|
2024-12-09 22:21:26
| 21
|
resolved
| 78
|
SUP-000000034
|
CUS-0682888
|
phone
|
delay
|
2024-12-24 18:09:47
|
2024-12-24 18:27:47
| 18
|
open
| 79
|
SUP-000000035
|
CUS-0712932
|
phone
|
delay
|
2025-03-24 22:11:35
|
2025-03-24 22:40:35
| 29
|
resolved
| 99
|
SUP-000000036
|
CUS-0718721
|
chat
|
address
|
2025-06-29 16:21:24
|
2025-06-29 16:36:24
| 15
|
closed
| 84
|
SUP-000000037
|
CUS-1765003
|
email
|
other
|
2025-08-11 14:39:01
|
2025-08-11 15:07:01
| 28
|
resolved
| 72
|
SUP-000000038
|
CUS-0466261
|
chat
|
tracking
|
2025-09-03 10:22:41
|
2025-09-03 11:23:41
| 61
|
resolved
| 93
|
SUP-000000039
|
CUS-1005325
|
phone
|
tracking
|
2025-09-24 22:04:00
|
2025-09-24 22:22:00
| 18
|
escalated
| 67
|
SUP-000000040
|
CUS-0583978
|
chat
|
delay
|
2025-05-15 03:55:01
|
2025-05-15 04:13:01
| 18
|
closed
| 93
|
SUP-000000041
|
CUS-1101953
|
phone
|
tracking
|
2025-08-22 07:59:22
|
2025-08-22 08:18:22
| 19
|
pending
| 77
|
SUP-000000042
|
CUS-1019824
|
email
|
delay
|
2024-11-23 17:30:13
|
2024-11-23 17:48:13
| 18
|
open
| 88
|
SUP-000000043
|
CUS-1652760
|
chat
|
tracking
|
2025-08-19 01:41:51
|
2025-08-19 02:03:51
| 22
|
escalated
| 81
|
SUP-000000044
|
CUS-1263486
|
chat
|
address
|
2025-09-13 19:31:58
|
2025-09-13 20:27:58
| 56
|
closed
| 78
|
SUP-000000045
|
CUS-1281276
|
chat
|
delay
|
2024-10-18 00:08:58
|
2024-10-18 00:22:58
| 14
|
resolved
| 92
|
SUP-000000046
|
CUS-1590541
|
social
|
tracking
|
2025-05-22 10:48:03
|
2025-05-22 11:54:03
| 66
|
resolved
| 71
|
SUP-000000047
|
CUS-0291294
|
email
|
damage
|
2025-06-19 15:27:55
|
2025-06-19 16:15:55
| 48
|
resolved
| 97
|
SUP-000000048
|
CUS-1403704
|
social
|
damage
|
2025-07-11 21:40:49
|
2025-07-12 00:18:49
| 158
|
resolved
| 87
|
SUP-000000049
|
CUS-1300864
|
chat
|
delay
|
2025-10-06 21:00:34
|
2025-10-06 21:40:34
| 40
|
closed
| 66
|
SUP-000000050
|
CUS-0754893
|
phone
|
address
|
2025-07-10 06:14:19
|
2025-07-10 06:55:19
| 41
|
resolved
| 91
|
SUP-000000051
|
CUS-1098784
|
phone
|
tracking
|
2025-09-07 13:53:19
|
2025-09-07 14:11:19
| 18
|
resolved
| 100
|
SUP-000000052
|
CUS-0395658
|
phone
|
delay
|
2025-03-03 06:09:26
|
2025-03-03 06:49:26
| 40
|
resolved
| 100
|
SUP-000000053
|
CUS-0906098
|
phone
|
damage
|
2025-09-23 13:06:52
|
2025-09-23 13:25:52
| 19
|
resolved
| 92
|
SUP-000000054
|
CUS-0791921
|
phone
|
refund
|
2025-07-29 09:56:03
|
2025-07-29 10:19:03
| 23
|
escalated
| 61
|
SUP-000000055
|
CUS-1498625
|
phone
|
address
|
2025-03-16 05:27:15
|
2025-03-16 06:41:15
| 74
|
resolved
| 87
|
SUP-000000056
|
CUS-1586835
|
social
|
tracking
|
2025-04-07 07:08:51
|
2025-04-07 11:17:51
| 249
|
escalated
| 74
|
SUP-000000057
|
CUS-1459127
|
phone
|
reschedule
|
2025-03-26 02:46:01
|
2025-03-26 03:06:01
| 20
|
resolved
| 83
|
SUP-000000058
|
CUS-0084695
|
email
|
tracking
|
2025-05-07 08:41:52
|
2025-05-07 09:06:52
| 25
|
closed
| 95
|
SUP-000000059
|
CUS-0584846
|
chat
|
damage
|
2024-12-25 20:34:07
|
2024-12-25 20:47:07
| 13
|
resolved
| 85
|
SUP-000000060
|
CUS-0359046
|
chat
|
refund
|
2025-06-06 06:16:28
|
2025-06-06 06:45:28
| 29
|
resolved
| 84
|
SUP-000000061
|
CUS-1705701
|
chat
|
other
|
2024-10-30 09:31:45
|
2024-10-30 09:37:45
| 6
|
resolved
| 74
|
SUP-000000062
|
CUS-0318642
|
phone
|
tracking
|
2025-04-06 23:28:43
|
2025-04-06 23:39:43
| 11
|
pending
| 69
|
SUP-000000063
|
CUS-1677600
|
chat
|
tracking
|
2025-03-14 19:49:16
|
2025-03-14 19:55:16
| 6
|
open
| 63
|
SUP-000000064
|
CUS-0440057
|
social
|
delay
|
2025-06-28 21:05:03
|
2025-06-28 22:03:03
| 58
|
resolved
| 75
|
SUP-000000065
|
CUS-0934255
|
email
|
refund
|
2025-09-27 05:32:46
|
2025-09-27 07:21:46
| 109
|
resolved
| 75
|
SUP-000000066
|
CUS-1384156
|
chat
|
tracking
|
2025-05-13 02:33:46
|
2025-05-13 03:57:46
| 84
|
pending
| 76
|
SUP-000000067
|
CUS-1311144
|
phone
|
tracking
|
2025-01-08 16:52:07
|
2025-01-08 17:18:07
| 26
|
resolved
| 90
|
SUP-000000068
|
CUS-0181768
|
phone
|
delay
|
2025-05-01 04:01:31
|
2025-05-01 04:12:31
| 11
|
pending
| 46
|
SUP-000000069
|
CUS-0467437
|
chat
|
address
|
2025-09-15 20:13:50
|
2025-09-15 20:49:50
| 36
|
resolved
| 76
|
SUP-000000070
|
CUS-1487461
|
chat
|
tracking
|
2025-04-09 02:44:22
|
2025-04-09 06:36:22
| 232
|
resolved
| 86
|
SUP-000000071
|
CUS-1828136
|
phone
|
delay
|
2024-12-13 06:22:58
|
2024-12-13 06:33:58
| 11
|
resolved
| 84
|
SUP-000000072
|
CUS-1584671
|
social
|
tracking
|
2025-07-06 15:37:43
|
2025-07-06 16:41:43
| 64
|
resolved
| 100
|
SUP-000000073
|
CUS-1004716
|
social
|
address
|
2024-12-07 15:52:09
|
2024-12-07 16:10:09
| 18
|
pending
| 55
|
SUP-000000074
|
CUS-1516766
|
phone
|
tracking
|
2025-06-15 05:08:24
|
2025-06-15 05:25:24
| 17
|
resolved
| 74
|
SUP-000000075
|
CUS-0422626
|
chat
|
refund
|
2025-09-29 12:49:07
|
2025-09-29 13:28:07
| 39
|
closed
| 59
|
SUP-000000076
|
CUS-0408031
|
email
|
address
|
2025-05-19 05:28:26
|
2025-05-19 06:37:26
| 69
|
resolved
| 86
|
SUP-000000077
|
CUS-0659952
|
phone
|
refund
|
2025-07-08 06:06:33
|
2025-07-08 09:27:33
| 201
|
resolved
| 93
|
SUP-000000078
|
CUS-0491256
|
email
|
damage
|
2025-01-02 20:49:06
|
2025-01-02 20:58:06
| 9
|
resolved
| 76
|
SUP-000000079
|
CUS-1019148
|
phone
|
tracking
|
2025-02-06 19:43:27
|
2025-02-06 20:05:27
| 22
|
resolved
| 100
|
SUP-000000080
|
CUS-1172930
|
social
|
refund
|
2025-02-09 13:39:31
|
2025-02-09 15:43:31
| 124
|
resolved
| 71
|
SUP-000000081
|
CUS-1806327
|
chat
|
tracking
|
2025-07-29 16:16:57
|
2025-07-29 16:19:57
| 3
|
closed
| 74
|
SUP-000000082
|
CUS-0404878
|
email
|
tracking
|
2024-12-05 11:25:43
|
2024-12-05 12:03:43
| 38
|
resolved
| 91
|
SUP-000000083
|
CUS-0744230
|
phone
|
delay
|
2024-12-20 15:27:52
|
2024-12-20 15:52:52
| 25
|
closed
| 79
|
SUP-000000084
|
CUS-1900850
|
email
|
delay
|
2025-06-14 20:17:51
|
2025-06-14 21:19:51
| 62
|
closed
| 67
|
SUP-000000085
|
CUS-0805094
|
social
|
delay
|
2025-05-08 00:32:24
|
2025-05-08 02:13:24
| 101
|
resolved
| 90
|
SUP-000000086
|
CUS-1088703
|
chat
|
tracking
|
2025-05-10 01:54:37
|
2025-05-10 02:28:37
| 34
|
resolved
| 94
|
SUP-000000087
|
CUS-1221557
|
phone
|
damage
|
2025-09-23 08:44:12
|
2025-09-23 08:52:12
| 8
|
closed
| 89
|
SUP-000000088
|
CUS-0926344
|
phone
|
delay
|
2025-03-19 09:08:26
|
2025-03-19 09:27:26
| 19
|
closed
| 79
|
SUP-000000089
|
CUS-0920803
|
phone
|
address
|
2025-03-10 03:06:51
|
2025-03-10 03:20:51
| 14
|
closed
| 81
|
SUP-000000090
|
CUS-1062201
|
email
|
other
|
2025-09-09 16:02:47
|
2025-09-09 16:35:47
| 33
|
closed
| 65
|
SUP-000000091
|
CUS-0372702
|
chat
|
address
|
2025-02-22 07:43:59
|
2025-02-22 08:19:59
| 36
|
resolved
| 100
|
SUP-000000092
|
CUS-1019823
|
phone
|
damage
|
2025-04-27 01:39:36
|
2025-04-27 02:00:36
| 21
|
resolved
| 78
|
SUP-000000093
|
CUS-0154117
|
chat
|
tracking
|
2025-06-30 18:10:50
|
2025-06-30 18:26:50
| 16
|
resolved
| 100
|
SUP-000000094
|
CUS-0436296
|
chat
|
address
|
2025-06-26 13:30:38
|
2025-06-26 14:38:38
| 68
|
open
| 57
|
SUP-000000095
|
CUS-1607833
|
email
|
delay
|
2025-02-24 03:02:07
|
2025-02-24 04:15:07
| 73
|
pending
| 70
|
SUP-000000096
|
CUS-0011917
|
phone
|
tracking
|
2025-07-18 16:23:37
|
2025-07-18 17:31:37
| 68
|
resolved
| 73
|
SUP-000000097
|
CUS-1660759
|
social
|
refund
|
2025-07-27 16:11:41
|
2025-07-27 16:32:41
| 21
|
closed
| 98
|
SUP-000000098
|
CUS-0897137
|
email
|
damage
|
2024-12-29 03:17:03
|
2024-12-29 04:06:03
| 49
|
resolved
| 82
|
SUP-000000099
|
CUS-1656299
|
phone
|
other
|
2025-02-08 17:30:36
|
2025-02-08 17:52:36
| 22
|
resolved
| 88
|
# Nigeria Transport & Logistics – Customer Support Logs
Support tickets across channels with handle time, status and CSAT.
- **[category]** Customer & Service
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | ticket_id | object | | customer_id | object | | channel | object | | issue_type | object | | created_time | object | | resolved_time | object | | handle_time_min | int64 | | status | object | | csat | int64 |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_customer_support_logs/nigerian_transport_and_logistics_customer_support_logs.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_customer_support_logs')
ds
```
## Notes
- Nigeria-specific parameters (fleets, roads, traffic, fuel prices)
- Time-of-day traffic effects and seasonal impacts where applicable
- Physical plausibility checks embedded during generation