Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets. • 43 items • Updated
order_id stringlengths 13 13 | delivery_time stringdate 2024-10-12 11:26:12 2025-10-12 11:08:43 | on_time bool 2
classes | satisfaction_rating int64 1 5 | nps int64 -92 100 | issue_type stringclasses 6
values |
|---|---|---|---|---|---|
ORD-004851816 | 2025-10-10 17:38:44 | true | 4 | 28 | none |
ORD-000816383 | 2025-09-11 03:53:34 | true | 3 | 27 | rude_service |
ORD-001947639 | 2025-07-29 09:46:59 | true | 3 | 16 | none |
ORD-005328619 | 2025-05-24 03:44:48 | false | 3 | 15 | none |
ORD-002462750 | 2024-12-28 19:18:44 | true | 4 | 61 | damaged |
ORD-008079731 | 2025-08-19 00:02:59 | true | 4 | 96 | none |
ORD-005432322 | 2025-08-27 05:52:34 | true | 4 | 48 | none |
ORD-002175809 | 2025-03-09 02:27:51 | true | 3 | 42 | none |
ORD-004578896 | 2025-04-23 18:08:31 | true | 5 | 79 | none |
ORD-008215823 | 2024-12-20 16:15:09 | true | 5 | 23 | none |
ORD-008491424 | 2025-08-27 01:39:43 | true | 4 | 25 | none |
ORD-003514266 | 2025-06-25 11:11:55 | true | 5 | 14 | none |
ORD-006661420 | 2025-07-21 10:18:36 | true | 3 | 14 | damaged |
ORD-000821691 | 2025-01-23 11:31:34 | true | 5 | 81 | none |
ORD-005154230 | 2025-03-23 18:47:22 | true | 5 | 49 | damaged |
ORD-004452557 | 2025-04-11 06:03:15 | false | 2 | -36 | none |
ORD-003769445 | 2025-08-27 06:57:35 | true | 3 | 62 | none |
ORD-003263557 | 2024-10-16 01:52:46 | true | 5 | 84 | late |
ORD-001737572 | 2025-03-10 05:48:08 | true | 4 | 17 | none |
ORD-004993032 | 2025-01-30 07:29:31 | true | 3 | 49 | none |
ORD-006836999 | 2025-04-05 22:12:32 | true | 2 | 49 | damaged |
ORD-000425663 | 2025-03-24 17:18:51 | true | 4 | 77 | none |
ORD-008853692 | 2025-08-03 09:55:16 | true | 5 | 5 | none |
ORD-004047824 | 2025-01-15 03:54:51 | true | 4 | 38 | none |
ORD-001219096 | 2024-11-20 09:02:57 | true | 5 | 76 | none |
ORD-008317119 | 2024-12-09 18:42:51 | true | 5 | 70 | none |
ORD-009949396 | 2025-05-01 17:51:53 | true | 3 | 87 | none |
ORD-003573163 | 2025-03-24 14:06:57 | true | 3 | 29 | none |
ORD-009461499 | 2024-12-07 19:39:07 | true | 4 | 11 | none |
ORD-001362493 | 2024-12-02 19:55:03 | true | 4 | 50 | none |
ORD-004772541 | 2025-01-12 08:38:20 | true | 5 | 33 | address_issue |
ORD-000404534 | 2025-08-26 13:37:47 | true | 4 | 50 | none |
ORD-001551643 | 2025-05-18 18:39:26 | false | 3 | 16 | none |
ORD-002946488 | 2024-11-11 10:51:05 | true | 3 | 39 | damaged |
ORD-006474507 | 2025-04-22 20:23:09 | true | 4 | 79 | none |
ORD-004375279 | 2025-06-09 21:30:06 | true | 3 | 33 | none |
ORD-008343476 | 2024-11-10 10:20:27 | true | 4 | 11 | none |
ORD-006523345 | 2024-12-22 13:04:39 | true | 5 | 48 | none |
ORD-008507649 | 2025-10-11 03:23:37 | true | 4 | 27 | none |
ORD-004762910 | 2025-09-29 20:43:38 | false | 4 | 56 | none |
ORD-007103519 | 2024-11-08 00:54:02 | true | 5 | 35 | none |
ORD-004700420 | 2025-01-16 18:42:01 | true | 4 | 49 | none |
ORD-001436497 | 2025-05-13 04:33:47 | true | 3 | 11 | none |
ORD-001196485 | 2024-11-17 16:21:02 | true | 4 | 23 | none |
ORD-009191244 | 2024-11-23 07:01:04 | true | 4 | -19 | none |
ORD-003383956 | 2025-10-12 04:45:35 | true | 4 | 47 | none |
ORD-000560871 | 2025-01-27 16:58:46 | true | 4 | 37 | none |
ORD-009627923 | 2025-01-15 01:34:30 | true | 4 | 62 | none |
ORD-003491980 | 2025-09-14 21:21:32 | true | 4 | 18 | none |
ORD-002182898 | 2025-04-16 22:44:35 | true | 4 | 51 | address_issue |
ORD-005273267 | 2025-08-18 14:10:01 | true | 5 | 16 | none |
ORD-001763659 | 2024-12-30 13:37:11 | true | 4 | 16 | none |
ORD-007703786 | 2024-12-31 08:35:03 | true | 4 | 24 | none |
ORD-000110843 | 2025-08-26 23:24:40 | true | 4 | 90 | none |
ORD-005815284 | 2025-02-01 21:34:19 | true | 5 | -6 | none |
ORD-006074190 | 2025-04-26 11:56:44 | true | 5 | 3 | none |
ORD-007805570 | 2024-12-01 14:42:47 | true | 4 | 69 | damaged |
ORD-004921396 | 2025-07-08 12:35:03 | true | 4 | 46 | none |
ORD-002799867 | 2025-08-03 17:41:16 | true | 2 | 21 | none |
ORD-005076125 | 2025-05-14 13:04:11 | true | 5 | 78 | none |
ORD-002513774 | 2024-10-17 13:03:44 | true | 2 | 33 | none |
ORD-004986621 | 2025-07-25 10:20:38 | false | 2 | -6 | wrong_item |
ORD-005875177 | 2025-08-06 18:01:24 | false | 3 | 32 | late |
ORD-008529602 | 2025-08-21 01:24:04 | true | 5 | 40 | none |
ORD-009004247 | 2025-04-25 10:35:28 | true | 4 | 29 | rude_service |
ORD-009752722 | 2025-08-18 07:31:16 | true | 5 | 31 | rude_service |
ORD-001660119 | 2024-12-06 18:19:16 | true | 4 | 23 | none |
ORD-005580034 | 2025-03-22 06:44:29 | true | 5 | 40 | none |
ORD-007867473 | 2025-08-17 01:42:45 | true | 4 | 76 | late |
ORD-003764091 | 2025-05-13 21:58:14 | true | 4 | 59 | late |
ORD-006242606 | 2024-11-10 05:50:19 | true | 3 | 46 | none |
ORD-001622440 | 2024-10-25 18:26:12 | true | 3 | 18 | late |
ORD-009775293 | 2025-04-29 18:33:34 | true | 3 | 75 | none |
ORD-002353344 | 2025-10-12 01:07:23 | true | 4 | 42 | none |
ORD-005810380 | 2024-11-13 13:17:59 | false | 3 | 0 | none |
ORD-000885273 | 2024-11-26 01:15:43 | true | 4 | 59 | wrong_item |
ORD-008066016 | 2025-06-15 21:28:21 | true | 3 | 33 | none |
ORD-006003977 | 2025-09-12 14:38:44 | true | 5 | 37 | none |
ORD-002578958 | 2025-06-28 08:15:37 | true | 3 | 20 | address_issue |
ORD-004406924 | 2025-01-01 15:16:45 | true | 3 | 61 | none |
ORD-002627232 | 2025-06-09 23:27:29 | true | 3 | 81 | none |
ORD-004817919 | 2025-09-19 07:42:47 | true | 4 | 55 | none |
ORD-000855873 | 2025-09-12 18:19:17 | true | 4 | 78 | none |
ORD-005377697 | 2025-06-07 07:46:33 | true | 3 | 90 | none |
ORD-006110464 | 2025-06-08 15:44:20 | true | 4 | 18 | late |
ORD-006830357 | 2025-07-22 18:10:18 | true | 4 | 50 | none |
ORD-002027942 | 2025-04-16 19:45:02 | true | 3 | 45 | late |
ORD-001777744 | 2025-04-10 13:30:39 | true | 5 | 18 | none |
ORD-002691743 | 2025-04-30 01:16:27 | true | 5 | 80 | none |
ORD-001867885 | 2025-03-10 23:11:33 | true | 4 | 55 | none |
ORD-002357526 | 2025-04-22 05:36:45 | true | 4 | 33 | none |
ORD-006253214 | 2025-06-06 19:30:20 | true | 3 | 49 | rude_service |
ORD-002464303 | 2025-03-02 12:11:44 | true | 4 | 67 | none |
ORD-002603102 | 2025-09-24 00:26:55 | true | 5 | 32 | none |
ORD-007003868 | 2025-03-29 15:16:55 | true | 4 | 65 | none |
ORD-000234589 | 2025-06-07 18:59:10 | true | 3 | 0 | none |
ORD-008403096 | 2025-04-10 18:26:15 | true | 5 | 19 | none |
ORD-007118185 | 2024-11-26 04:36:54 | true | 3 | 55 | none |
ORD-005028628 | 2025-08-16 02:46:29 | true | 3 | 51 | none |
ORD-003535209 | 2024-11-27 18:19:00 | true | 3 | 11 | none |
# Nigeria Transport & Logistics – Delivery Satisfaction
Order delivery satisfaction rating, NPS and issue type, with on-time flag.
- **[category]** Customer & Service
- **[rows]** ~140,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | order_id | object | | delivery_time | object | | on_time | bool | | satisfaction_rating | int64 | | nps | int64 | | issue_type | object |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_delivery_satisfaction/nigerian_transport_and_logistics_delivery_satisfaction.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_delivery_satisfaction')
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