Datasets:

electricsheepafrica
/

nigerian_transport_and_logistics_environmental_impact

timestamp stringdate 2024-10-12 11:11:09 2025-10-12 11:07:52	segment_id stringlengths 11 11	vehicle_type stringclasses 8 values	fuel_type stringclasses 3 values	speed_kmh float64 0 120	co2_g_km float64 4.4 1.65k	nox_g_km float64 0 5.76	pm_g_km float64 0 1.34	emission_index float64 0.01 2.73
2025-05-30 02:06:27	SEG-1640572	brt_bus	diesel	37.7	527.9	1.01	0.235	0.75
2025-03-19 13:19:39	SEG-1470660	rigid_truck	petrol	39.2	703.4	1.36	0.709	1.19
2024-12-16 19:54:22	SEG-0302517	reefer_truck	petrol	35	1,018.4	3.08	0.536	1.59
2024-10-19 23:31:58	SEG-1064306	sedan	petrol	30.8	184.9	0.48	0	0.23
2024-11-10 04:28:26	SEG-0709717	van	petrol	55	174.3	0.24	0.461	0.43
2025-07-18 05:07:00	SEG-1611378	van	diesel	43.6	242	0.3	0.053	0.3
2025-03-13 03:47:30	SEG-0756282	motorcycle	petrol	34.9	87.8	0.49	0.033	0.15
2024-12-21 02:41:06	SEG-1509197	reefer_truck	petrol	24.1	1,401.5	4.67	0.845	2.29
2025-07-13 06:38:10	SEG-1963954	reefer_truck	diesel	26.3	1,072.6	3.19	0.671	1.73
2025-05-21 19:17:26	SEG-1096897	van	ev	90.8	24.8	0.21	0	0.05
2025-02-26 00:22:43	SEG-1498183	rigid_truck	petrol	82.9	440.9	1.93	0.349	0.81
2025-09-30 08:41:36	SEG-0881482	minibus	diesel	32.5	248.2	0.57	0.115	0.36
2025-10-09 19:54:32	SEG-1412882	brt_bus	diesel	61.9	437.6	0.69	0.35	0.68
2025-08-12 10:09:29	SEG-0650132	reefer_truck	petrol	69.3	856.1	3.44	0.577	1.49
2025-04-01 18:43:31	SEG-0548629	rigid_truck	petrol	19.1	793.4	2.16	0.435	1.23
2025-09-19 18:06:52	SEG-0267458	minibus	petrol	21.7	281.2	1.62	0.201	0.54
2024-10-31 23:36:41	SEG-1416546	sedan	petrol	32.7	146.4	1.07	0.054	0.28
2025-04-20 08:19:20	SEG-1533915	brt_bus	diesel	16	561.9	2.67	0.445	1.05
2025-07-06 00:19:21	SEG-0626446	articulated_truck	diesel	44.6	1,195	3.94	0.752	1.97
2024-10-17 15:58:33	SEG-0067825	sedan	petrol	76.1	178	0	0.174	0.27
2024-11-10 04:10:55	SEG-1615215	articulated_truck	petrol	31.8	914.9	3.01	0.497	1.46
2025-08-27 20:35:35	SEG-0808284	reefer_truck	petrol	52	851.4	2.86	0.445	1.36
2024-12-19 12:02:22	SEG-1398919	van	petrol	48.9	229.9	0.33	0.134	0.33
2025-05-10 15:59:58	SEG-1015422	reefer_truck	petrol	45.3	842.7	2.07	0.498	1.3
2024-11-05 20:43:07	SEG-1149499	articulated_truck	petrol	92.7	937.2	2.75	0.658	1.54
2025-01-01 18:24:14	SEG-1879442	rigid_truck	petrol	33.7	707.9	1.87	0.521	1.15
2025-05-10 22:38:46	SEG-1366205	rigid_truck	diesel	66	670.2	2.49	0.498	1.17
2025-06-07 15:23:01	SEG-1784196	reefer_truck	petrol	64.2	785.8	2.47	0.534	1.3
2025-08-10 06:09:19	SEG-1605524	motorcycle	diesel	50.8	107.3	0.95	0	0.2
2025-04-21 21:56:55	SEG-0713990	articulated_truck	petrol	61.3	964.2	2.34	0.367	1.38
2025-01-22 11:24:59	SEG-1480878	motorcycle	petrol	31.7	88.3	0.16	0.094	0.15
2025-03-21 14:04:53	SEG-0975083	van	ev	25.7	26.5	0	0.151	0.1
2025-01-29 04:19:11	SEG-1749225	rigid_truck	diesel	29.2	617.3	1.92	0.456	1.04
2025-09-01 15:11:32	SEG-1222536	van	diesel	28.4	172.8	0	0.236	0.29
2025-05-19 01:21:09	SEG-1459458	minibus	petrol	71.9	278.2	0.86	0.073	0.4
2025-03-27 19:51:26	SEG-0890801	motorcycle	petrol	37.2	121.7	0.42	0.202	0.27
2025-02-05 22:52:19	SEG-0067712	brt_bus	diesel	42.9	475.3	1.79	0.678	0.99
2025-07-18 07:37:54	SEG-0501681	brt_bus	petrol	3.8	575.5	1.27	0.371	0.89
2025-01-07 20:47:45	SEG-1127507	reefer_truck	petrol	25.7	1,111.4	3.25	0.527	1.7
2025-03-29 17:00:23	SEG-1615666	brt_bus	diesel	64.2	561.7	1.88	0.685	1.09
2025-03-07 02:10:43	SEG-1504688	sedan	petrol	30.3	159.3	0.28	0.068	0.22
2025-02-11 10:50:49	SEG-0186374	sedan	petrol	93.9	196.2	1.13	0.163	0.39
2024-12-02 09:36:21	SEG-0100115	sedan	petrol	51.6	145.7	0.18	0.298	0.31
2025-02-19 08:22:30	SEG-0733350	sedan	petrol	44.8	174.6	0	0	0.17
2024-12-18 22:23:04	SEG-1987640	sedan	petrol	61.1	167.1	1.14	0	0.28
2025-06-28 01:03:31	SEG-0135232	articulated_truck	diesel	74.1	690.8	1.71	0.382	1.05
2025-08-04 22:04:16	SEG-1205115	sedan	petrol	39.3	143.6	0	0	0.14
2025-03-16 05:53:49	SEG-1802253	brt_bus	petrol	30.8	554.3	1.71	0.228	0.84
2025-06-05 02:23:30	SEG-0505848	sedan	ev	38.1	12.8	0	0	0.01
2025-02-02 07:37:55	SEG-0916369	articulated_truck	diesel	17.9	931.3	3.31	0.865	1.7
2024-12-29 01:24:13	SEG-0783717	sedan	petrol	55.3	139	0.21	0.307	0.31
2024-12-18 23:33:36	SEG-1222749	articulated_truck	petrol	48.9	983.6	3.19	0.557	1.58
2024-11-18 07:04:03	SEG-1271472	motorcycle	diesel	2.8	116.2	0	0	0.12
2025-05-10 16:13:22	SEG-0913879	rigid_truck	petrol	25.9	682.1	2.7	0.503	1.2
2025-10-09 03:36:31	SEG-0615456	brt_bus	diesel	33.2	487.7	1.94	0.36	0.86
2025-02-17 00:31:59	SEG-1222393	brt_bus	diesel	31.4	401.2	1.41	0.087	0.59
2024-12-07 23:32:45	SEG-0859131	van	petrol	16.6	252.8	0.71	0.31	0.48
2025-08-10 14:35:07	SEG-1370648	motorcycle	diesel	67.3	86	0	0	0.09
2025-03-21 09:44:57	SEG-0323897	brt_bus	diesel	48.9	396.2	0.98	0.046	0.52
2024-10-28 16:00:51	SEG-0304755	motorcycle	petrol	48.5	98.4	0.63	0.101	0.21
2025-01-31 23:21:26	SEG-0756647	motorcycle	petrol	70	76.5	0.15	0.031	0.11
2025-10-03 20:02:11	SEG-1040109	minibus	petrol	0	402	1.7	0.428	0.79
2024-10-26 03:31:52	SEG-1418161	rigid_truck	petrol	40.8	818.8	2.04	0.148	1.1
2025-01-27 03:27:57	SEG-1034942	van	petrol	36.6	191.5	0.35	0	0.23
2025-01-14 05:08:46	SEG-0789555	brt_bus	diesel	12.6	724.7	3.16	0.394	1.24
2024-10-28 22:10:39	SEG-1622042	motorcycle	petrol	78.2	88.9	0	0	0.09
2025-06-09 16:02:38	SEG-1537162	articulated_truck	petrol	42	625.8	2.38	0.368	1.05
2025-09-13 11:25:39	SEG-1244262	brt_bus	petrol	46.3	501.9	1.62	0.324	0.83
2025-01-28 05:09:42	SEG-0096150	motorcycle	petrol	32.5	121.3	1.31	0	0.25
2024-10-21 14:02:00	SEG-0418274	brt_bus	diesel	10.8	686.9	1.32	0.481	1.06
2024-11-16 05:45:50	SEG-0114607	sedan	petrol	46.3	181.7	0	0.315	0.34
2025-05-27 01:14:06	SEG-1230732	minibus	petrol	35.7	286.4	0	0.074	0.32
2025-04-15 01:43:07	SEG-1007712	van	petrol	8.1	256.5	0.59	0.058	0.34
2024-11-29 21:44:09	SEG-0633472	van	ev	29	25.8	0	0	0.03
2025-07-09 08:11:08	SEG-0133053	van	petrol	47.1	234.5	0.72	0.289	0.45
2025-02-06 01:49:07	SEG-1009940	minibus	diesel	36.6	289.8	1.41	0.28	0.57
2025-10-06 03:43:26	SEG-0917046	articulated_truck	petrol	46	1,052.1	3.58	0.53	1.68
2024-12-31 12:56:39	SEG-1440872	van	petrol	55.8	259.1	0	0.212	0.37
2025-04-23 20:06:12	SEG-1428946	articulated_truck	diesel	47.7	868.1	2.25	0.362	1.27
2025-01-14 03:40:53	SEG-1202935	sedan	diesel	38.8	176.9	0.77	0.027	0.27
2025-01-19 14:54:15	SEG-1091078	brt_bus	diesel	20.3	450.1	2.35	0.284	0.83
2025-03-29 21:09:15	SEG-0510353	van	petrol	51.2	214.3	1.27	0.039	0.36
2024-12-23 06:57:52	SEG-1180386	reefer_truck	diesel	43	1,126.2	3.55	0.733	1.85
2025-04-22 18:15:10	SEG-0069938	van	diesel	10.7	312	1.26	0	0.44
2025-04-21 19:23:56	SEG-1324217	sedan	petrol	48.8	220.7	0.32	0	0.25
2025-01-05 19:35:39	SEG-1030399	reefer_truck	petrol	34.5	1,182.6	3.17	0.891	1.94
2025-09-28 18:22:26	SEG-0495510	brt_bus	diesel	4.4	526.5	1.88	0.532	0.98
2024-11-15 01:38:43	SEG-0295893	sedan	petrol	66.8	183.3	0.3	0.159	0.29
2025-06-12 22:06:31	SEG-1015766	motorcycle	diesel	57.7	57.2	0.62	0.107	0.17
2025-05-07 20:46:23	SEG-1682312	van	petrol	41.5	253.3	1.45	0.073	0.44
2025-09-09 21:42:07	SEG-0181914	motorcycle	petrol	74.9	87.2	0	0	0.09
2024-12-23 19:16:12	SEG-1010715	articulated_truck	petrol	26.1	1,168.7	3.8	0.761	1.93
2025-08-12 18:29:00	SEG-0303290	articulated_truck	petrol	60.1	898	2.69	0.601	1.47
2025-09-03 14:04:01	SEG-0423300	articulated_truck	petrol	0	1,006.8	3.02	0.448	1.53
2024-11-18 05:47:42	SEG-1142481	sedan	petrol	60.4	183.6	0.54	0.113	0.29
2025-06-20 00:28:19	SEG-1703175	articulated_truck	petrol	23.2	922.9	3.22	0.365	1.43
2025-07-01 18:15:55	SEG-1541937	brt_bus	petrol	0	538.7	1.51	0.291	0.84
2024-10-12 21:02:46	SEG-1585052	motorcycle	diesel	42.9	95.5	0.13	0	0.11
2025-06-17 07:30:37	SEG-0347972	minibus	petrol	32.3	295.3	1.05	0.29	0.55
2025-08-07 23:07:11	SEG-1973692	motorcycle	petrol	78.5	79.1	0.57	0.131	0.2

End of preview. Expand in Data Studio

# Nigeria Transport & Logistics – Environmental Impact

Segment-level emissions (CO2/NOx/PM) and emission index by vehicle/fuel/speed.

- **[category]** Infrastructure & Environment
- **[rows]** ~160,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | timestamp | object | | segment_id | object | | vehicle_type | object | | fuel_type | object | | speed_kmh | float64 | | co2_g_km | float64 | | nox_g_km | float64 | | pm_g_km | float64 | | emission_index | float64 |

## Usage

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

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

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Collection including electricsheepafrica/nigerian_transport_and_logistics_environmental_impact

Nigeria Transport & Logistics

Collection

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