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