Dataset Viewer
Auto-converted to Parquet
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
End of preview. Expand in Data Studio
# 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
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Collection including electricsheepafrica/nigerian_transport_and_logistics_engine_sensors