Datasets:

electricsheepafrica
/

nigerian_transport_and_logistics_engine_sensors

timestamp stringdate 2024-10-11 21:57:24 2025-10-11 21:50:32	vehicle_id stringlengths 9 9	fleet stringclasses 4 values	vehicle_type stringclasses 8 values	coolant_temp_c float64 60 120	oil_temp_c float64 61.3 130	intake_temp_c float64 -5 85	manifold_press_kpa float64 40 180	vibration_g float64 0 6.03	dtc_code stringclasses 8 values	dtc_active bool 2 classes	severity int64 0 5
2025-08-20 23:28:01	VH-004998	NG-Logistics-A	articulated_truck	97.8	95	29.8	110	2.151	null	false	0
2025-09-30 07:27:38	VH-004893	NG-ColdChain-1	reefer_truck	88.4	97.4	47.8	77.4	1.859	null	false	0
2025-08-26 23:01:57	VH-004521	NG-Logistics-A	van	96.4	97.9	49.9	123.2	2.349	null	false	0
2025-09-28 22:34:09	VH-001207	NG-ColdChain-1	reefer_truck	100.3	91.9	40.7	111.3	2.719	null	false	1
2024-10-21 19:43:03	VH-001053	NG-ColdChain-1	reefer_truck	91.8	93.6	45.6	123	2.412	null	false	0
2025-07-05 22:46:56	VH-004529	NG-BRT-Lagos	minibus	83.5	80.9	39	112.4	2.411	null	false	2
2025-01-01 10:55:12	VH-003643	NG-BRT-Lagos	brt_bus	86.4	96.2	47.4	91	3.201	null	false	0
2025-09-18 00:43:21	VH-002894	NG-Express-B	van	93.9	98.9	42.8	74.4	0.765	P0455	true	2
2025-09-03 10:21:30	VH-006875	NG-BRT-Lagos	minibus	91.2	97.4	41.3	62.3	0.134	null	false	0
2025-05-25 17:03:36	VH-000421	NG-ColdChain-1	van	84.6	98.3	62.1	117	2.139	null	false	0
2025-04-30 23:57:18	VH-000958	NG-BRT-Lagos	brt_bus	91.3	90.5	45.7	63.1	2.15	null	false	1
2025-07-20 16:13:59	VH-002002	NG-Express-B	van	93.7	95.5	36.2	98.9	1.019	null	false	0
2025-05-08 19:45:18	VH-000949	NG-Logistics-A	van	106.5	86.4	25.4	54.3	2.011	null	false	0
2025-03-11 10:06:38	VH-000373	NG-Logistics-A	van	78.3	97	46.2	97	0.251	P0455	true	1
2025-10-02 21:03:24	VH-004864	NG-Logistics-A	articulated_truck	82.7	96.8	56.2	89.2	1.914	null	false	0
2025-07-13 04:50:22	VH-001263	NG-ColdChain-1	van	90.7	86.8	44.4	105.7	2.941	null	false	1
2025-04-23 19:21:28	VH-008705	NG-Express-B	van	91.2	97.2	51.6	105.9	1.644	null	false	0
2025-05-23 08:53:24	VH-005523	NG-Logistics-A	rigid_truck	81.4	93.8	57	71.3	0.671	null	false	1
2024-11-22 08:30:04	VH-000366	NG-ColdChain-1	reefer_truck	94.1	108.6	48	122.2	2.614	null	false	0
2024-10-13 01:02:11	VH-002901	NG-Express-B	sedan	84.4	102.7	65.6	85.1	2.479	null	false	0
2025-07-22 03:58:43	VH-002690	NG-BRT-Lagos	minibus	87.2	87.4	60.5	94.3	2.811	null	false	0
2025-03-18 12:25:55	VH-000828	NG-Express-B	motorcycle	102.4	96.5	49.3	86.1	0.228	null	false	0
2024-10-30 20:33:05	VH-000382	NG-Express-B	motorcycle	90.2	100.6	34	84.1	2.604	null	false	1
2024-10-14 16:27:12	VH-001999	NG-Express-B	sedan	78.6	103.4	43.8	82.3	1.613	null	false	0
2025-04-29 05:14:38	VH-007221	NG-Logistics-A	articulated_truck	96.5	102.1	41.7	109.9	1.736	null	false	0
2025-02-01 06:57:11	VH-007709	NG-Logistics-A	rigid_truck	91.5	96.6	39.2	94.8	2.249	null	false	0
2025-07-02 23:58:03	VH-002333	NG-BRT-Lagos	brt_bus	106	102.2	50.9	89.2	0.497	null	false	0
2025-04-26 18:53:03	VH-001339	NG-ColdChain-1	van	91.4	80.2	44.7	79.3	1.857	null	false	1
2025-10-08 17:49:50	VH-001681	NG-Express-B	van	86.5	95.8	58.4	88	1.154	null	false	0
2025-03-21 19:25:39	VH-002132	NG-ColdChain-1	van	88.3	84.7	35	71.1	1.346	null	false	1
2025-01-18 05:58:28	VH-006570	NG-Express-B	sedan	81.8	92.6	33	82.7	1.405	null	false	0
2025-04-06 17:59:48	VH-005650	NG-Express-B	motorcycle	91.1	102.8	59.2	128.8	1.336	null	false	0
2025-07-14 22:37:20	VH-004104	NG-ColdChain-1	van	85.8	93.2	27.3	85.6	2.842	null	false	0
2025-03-30 15:14:37	VH-003585	NG-BRT-Lagos	minibus	87.5	98.3	35.3	111.9	2.868	null	false	0
2025-08-05 07:03:50	VH-006896	NG-ColdChain-1	van	82.9	94.2	46.6	51.4	1.881	null	false	0
2025-01-21 00:50:29	VH-000069	NG-BRT-Lagos	minibus	105.4	96.4	49.5	112.7	1.665	null	false	0
2025-03-23 17:37:27	VH-003586	NG-ColdChain-1	reefer_truck	86.4	79.8	54.6	104.7	2.265	null	false	0
2025-04-02 19:21:36	VH-006399	NG-ColdChain-1	reefer_truck	94.7	93.7	66.9	110.5	0.452	null	false	0
2025-05-03 06:04:47	VH-003968	NG-ColdChain-1	reefer_truck	90.3	108.6	66.6	110.3	2.202	null	false	1
2025-03-21 06:25:27	VH-003668	NG-Logistics-A	van	76.8	101.8	44.5	128.5	0	null	false	0
2024-12-11 19:43:12	VH-004499	NG-ColdChain-1	van	100.7	85.9	28.4	78.8	2.521	null	false	0
2024-11-07 03:08:21	VH-007964	NG-Logistics-A	van	92.2	115.3	33.6	74.7	1.476	null	false	0
2025-05-03 10:38:23	VH-006012	NG-BRT-Lagos	minibus	91.8	97.3	19.8	89.5	1.121	null	false	0
2025-06-09 12:42:07	VH-001367	NG-Express-B	sedan	96.5	101.5	23.8	97.3	0.203	null	false	0
2025-09-03 18:34:00	VH-003168	NG-Logistics-A	articulated_truck	87.1	103.8	34.6	115.4	1.904	null	false	1
2025-04-07 05:37:08	VH-008360	NG-Logistics-A	van	87.3	87.9	45.8	102.2	2.921	null	false	0
2024-12-01 19:40:47	VH-002592	NG-BRT-Lagos	brt_bus	100.2	80.5	37.6	103.7	1.826	P0401	true	2
2025-01-05 12:12:14	VH-002674	NG-Express-B	sedan	89.3	98.2	41.5	138	1.506	null	false	0
2025-06-11 10:14:19	VH-001571	NG-Logistics-A	articulated_truck	81.7	90.5	55.9	93.6	2.339	null	false	0
2024-10-17 21:45:32	VH-000647	NG-Express-B	sedan	87.2	94.3	50.1	110.2	2.354	null	false	0
2025-09-03 09:52:54	VH-002604	NG-Logistics-A	articulated_truck	91.8	87.7	44.9	82.9	0.466	null	false	2
2025-01-28 20:24:07	VH-002572	NG-ColdChain-1	van	83.9	86.1	50.7	76.4	0.436	null	false	0
2025-09-11 02:11:08	VH-008077	NG-Logistics-A	rigid_truck	90.5	98.5	32.7	93.5	2.353	null	false	1
2025-04-05 19:58:35	VH-004548	NG-ColdChain-1	van	86.1	88.2	56.1	97.2	2.329	null	false	0
2025-09-12 11:52:19	VH-004746	NG-Express-B	sedan	92.2	98.8	39.3	99.8	1.412	null	false	0
2025-01-22 02:41:02	VH-006638	NG-ColdChain-1	van	78.2	74.1	29.7	123.8	3.482	null	false	0
2025-03-25 12:05:04	VH-000038	NG-ColdChain-1	van	78.9	100.5	47.6	94.7	2.031	null	false	3
2025-02-01 11:24:08	VH-003725	NG-ColdChain-1	reefer_truck	93.2	95.2	50.2	99.9	1.57	null	false	0
2024-12-23 08:45:16	VH-001033	NG-ColdChain-1	reefer_truck	88	92.7	42.2	69.5	1.534	null	false	1
2025-08-10 02:14:02	VH-001065	NG-Express-B	motorcycle	81.7	99.6	23.4	71.5	2.247	null	false	0
2025-02-09 02:06:11	VH-001068	NG-Logistics-A	rigid_truck	91.9	85.8	53.2	91.4	0.828	null	false	0
2025-08-19 22:15:24	VH-000513	NG-Logistics-A	rigid_truck	96.6	99.9	36.3	105.3	1.654	null	false	1
2025-01-06 00:59:28	VH-007829	NG-Express-B	sedan	85.2	106.4	51.8	82.4	1.921	null	false	0
2025-04-28 02:08:21	VH-005058	NG-ColdChain-1	reefer_truck	78.8	89.9	44.9	92.3	1.141	null	false	0
2025-03-10 08:57:12	VH-001730	NG-ColdChain-1	reefer_truck	94.6	98.6	55.2	59.9	2.039	null	false	0
2025-02-28 20:28:43	VH-001395	NG-Logistics-A	articulated_truck	82.6	103.6	55.9	94.5	2.599	null	false	0
2025-08-09 20:50:56	VH-004674	NG-Express-B	motorcycle	89.5	94.6	75.8	74.1	2.001	null	false	0
2024-10-24 10:36:09	VH-004186	NG-Logistics-A	articulated_truck	112.7	96.5	52.7	104.9	0	null	false	0
2025-01-24 15:08:27	VH-003577	NG-Logistics-A	articulated_truck	86.8	92.9	58	120.1	3.157	null	false	0
2025-01-22 07:23:14	VH-001007	NG-Express-B	van	65.5	103.4	53.4	92.4	1.703	null	false	0
2025-02-21 00:32:36	VH-000725	NG-Logistics-A	van	89.8	97.4	36.7	72.1	1.348	null	false	0
2025-06-11 15:11:13	VH-004739	NG-Logistics-A	rigid_truck	86.6	119.7	42.1	84.3	1.51	null	false	1
2024-11-14 20:32:53	VH-003455	NG-Express-B	van	86.8	87.7	70.5	72.4	0.793	P0455	true	2
2025-09-14 22:09:27	VH-002270	NG-Logistics-A	rigid_truck	84.1	101.8	44.1	117.8	1.783	null	false	0
2025-03-11 12:30:34	VH-003062	NG-ColdChain-1	van	97.7	88.7	48.9	120.8	1.78	P0420	true	1
2025-01-24 20:32:32	VH-008726	NG-ColdChain-1	van	98.4	92.2	32.4	92.8	1.847	null	false	0
2025-08-09 21:54:58	VH-004807	NG-ColdChain-1	reefer_truck	92.4	104.5	55.1	78.2	0.763	null	false	0
2024-11-20 21:49:26	VH-001121	NG-ColdChain-1	van	86.6	97.7	46.2	70.3	2.914	null	false	0
2025-09-18 22:16:43	VH-001573	NG-Express-B	van	87.3	97.3	50.4	77.7	2.878	null	false	0
2024-11-08 00:43:53	VH-008052	NG-Logistics-A	articulated_truck	89.7	106	42.3	82.7	2.868	null	false	0
2024-12-23 19:39:39	VH-008495	NG-BRT-Lagos	brt_bus	94.9	86.4	67.9	113.9	2.601	null	false	0
2025-01-18 09:54:40	VH-001074	NG-Logistics-A	articulated_truck	104.9	80.3	46.9	102.3	2.246	null	false	0
2025-06-07 14:45:21	VH-001211	NG-Logistics-A	rigid_truck	78.9	90.6	19.7	100.5	2.057	null	false	0
2024-11-18 12:08:23	VH-008109	NG-BRT-Lagos	brt_bus	96.2	92.8	50.7	73.8	2.051	null	false	0
2025-08-04 04:42:33	VH-001777	NG-Logistics-A	articulated_truck	89.4	100	46.8	62.6	1.628	null	false	0
2025-03-24 15:52:51	VH-005540	NG-BRT-Lagos	minibus	78.7	102.5	43.3	117.9	1.586	null	false	0
2025-04-06 14:31:29	VH-006241	NG-Logistics-A	van	104.6	96.2	37.1	108.8	1.574	null	false	0
2024-11-11 01:21:02	VH-004030	NG-Express-B	sedan	94.6	103.1	39.4	54.3	1.785	null	false	0
2024-11-25 01:57:12	VH-004839	NG-BRT-Lagos	brt_bus	102.8	98.6	47.8	50.6	1.766	null	false	0
2025-06-20 02:32:47	VH-002544	NG-Logistics-A	van	86.7	100	40.8	98.8	0.566	null	false	0
2025-01-25 01:02:35	VH-005914	NG-ColdChain-1	van	91.8	108.4	50	55.1	0.848	null	false	0
2025-02-20 18:31:20	VH-001307	NG-Logistics-A	rigid_truck	87.6	105.5	48.5	123.3	1.852	null	false	0
2025-07-14 09:33:30	VH-006987	NG-Logistics-A	articulated_truck	91.3	92.5	61.3	98	2.832	null	false	0
2025-07-19 13:31:09	VH-005286	NG-Logistics-A	van	90.6	96.8	20.9	87	1.828	null	false	1
2025-06-27 21:06:32	VH-005334	NG-ColdChain-1	reefer_truck	89.6	75.8	55.7	97.3	1.037	null	false	1
2025-02-17 02:46:10	VH-001359	NG-ColdChain-1	reefer_truck	96.8	94.3	50	113.7	1.547	P0300	true	1
2024-12-28 02:31:12	VH-001825	NG-BRT-Lagos	brt_bus	78.7	102.6	60.3	100.4	2.214	null	false	0
2025-06-20 20:17:50	VH-000032	NG-Logistics-A	rigid_truck	94	102.7	55.3	73.6	3.006	null	false	0
2025-07-17 12:13:09	VH-002448	NG-Express-B	sedan	90	86.4	43.9	123.9	1.185	null	false	0
2025-03-10 20:55:13	VH-007163	NG-ColdChain-1	reefer_truck	86.6	92	66.1	108.8	1.667	null	false	1

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# Nigeria Transport & Logistics – Engine & Sensor Data

Coolant/oil/intake temperatures, manifold pressure, vibration, DTC codes, severity.

- **[category]** Vehicle & Fleet Data
- **[rows]** ~200,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | timestamp | object | | vehicle_id | object | | fleet | object | | vehicle_type | object | | coolant_temp_c | float64 | | oil_temp_c | float64 | | intake_temp_c | float64 | | manifold_press_kpa | float64 | | vibration_g | float64 | | dtc_code | object | | dtc_active | bool | | severity | int64 |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_engine_sensors/nigerian_transport_and_logistics_engine_sensors.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_engine_sensors')
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

Downloads last month: 9

Collection including electricsheepafrica/nigerian_transport_and_logistics_engine_sensors

Nigeria Transport & Logistics

Collection

A collection of Nigerian transport & logistics datasets. • 43 items • Updated Oct 12, 2025