Dataset Viewer
Auto-converted to Parquet
timestamp
stringdate
2024-10-11 21:56:26
2025-10-11 21:53:23
vehicle_id
stringlengths
9
9
fleet
stringclasses
4 values
vehicle_type
stringclasses
8 values
fuel_type
stringclasses
2 values
road_class
stringclasses
3 values
lat
float64
4.17
13.9
lon
float64
2.67
14.7
speed_kmh
float64
3.92
130
rpm
float64
1.2k
5.5k
throttle_pct
float64
0
100
brake_pct
float64
0
61.6
fuel_rate_lph
float64
0.23
45
engine_temp_c
float64
60
120
accel_ms2
float64
-5
4.5
heading_deg
float64
0
360
gps_acc_m
float64
1
15.6
harsh_brake
bool
1 class
2025-07-07 22:36:16
VH-002792
NG-Express-B
motorcycle
petrol
urban
7.533869
3.949962
39.99
4,073
49.7
9.3
2.05
82
-0.072
169.6
3.3
false
2025-05-17 20:35:26
VH-004444
NG-ColdChain-1
van
diesel
urban
11.812618
8.341523
26.83
3,484
26.6
2.5
3.65
92.8
0.297
204.3
4.7
false
2025-02-07 07:27:55
VH-003123
NG-BRT-Lagos
brt_bus
diesel
rural
9.044551
7.207228
26.67
2,549
55.3
7.6
4.1
80.6
3.242
204.6
1.7
false
2025-06-07 22:27:53
VH-008696
NG-Logistics-A
articulated_truck
diesel
urban
6.661502
3.490709
33.85
3,105
48.1
13.3
13.15
86.3
-0.673
105.8
3.3
false
2024-10-24 19:28:50
VH-004336
NG-BRT-Lagos
brt_bus
diesel
expressway
9.073014
7.19003
68.63
5,500
65.5
10.3
13.49
65.1
-1.009
266.1
1.5
false
2025-10-11 10:54:06
VH-003431
NG-Express-B
motorcycle
petrol
urban
7.30772
3.881761
25.93
3,571
27.9
0
0.76
101.9
1.576
145.2
7.2
false
2025-06-07 20:48:40
VH-003788
NG-BRT-Lagos
minibus
diesel
urban
6.332636
3.601382
22
3,385
49.9
0
3.03
92
-0.263
132.5
1.6
false
2025-09-16 04:26:19
VH-006257
NG-BRT-Lagos
brt_bus
diesel
urban
4.992577
7.178296
36.17
4,258
35
0
9.57
77.6
1.396
106.2
3
false
2025-01-13 16:49:48
VH-006036
NG-BRT-Lagos
minibus
diesel
urban
12.017551
8.514382
20.13
2,402
25
0
3.75
75.4
-0.759
178.4
1.9
false
2024-12-30 07:58:49
VH-007655
NG-Express-B
van
diesel
expressway
11.145976
3.208715
47.88
4,114
71.4
0.2
4.13
82.1
-0.483
29.7
5.9
false
2024-11-07 18:31:17
VH-008170
NG-Logistics-A
van
diesel
urban
12.102778
8.530903
22.27
2,846
17.8
2.4
2.81
97
1.757
128.4
1
false
2025-04-10 08:49:42
VH-001868
NG-Logistics-A
rigid_truck
diesel
expressway
9.209932
7.393733
64.39
5,500
73.9
1.7
21.86
93.7
1.185
264.3
1.9
false
2025-03-24 13:59:16
VH-006640
NG-Express-B
motorcycle
petrol
rural
6.509303
3.479019
47.05
4,063
34.8
13.7
1.7
91.4
-1.365
23.5
3.5
false
2024-11-22 05:20:27
VH-006161
NG-ColdChain-1
van
diesel
rural
6.39086
3.580934
55.58
5,500
60.6
3
5.67
83.4
0.17
111.2
2.4
false
2025-02-12 12:16:02
VH-000855
NG-Logistics-A
van
diesel
urban
7.281309
3.894255
26.48
3,529
40.9
0
2.98
88.6
0.008
276.6
3.8
false
2024-12-08 09:55:21
VH-007311
NG-BRT-Lagos
brt_bus
diesel
urban
10.358896
6.063129
28.58
3,062
51.3
0
6.89
87.2
2.917
123.2
5.5
false
2025-01-23 19:19:37
VH-000625
NG-ColdChain-1
van
diesel
rural
4.768852
7.012411
61.21
5,500
34.4
17.1
3.94
88.9
-1.667
153.9
6.2
false
2025-04-18 03:49:12
VH-005079
NG-Logistics-A
articulated_truck
diesel
urban
9.072873
7.595987
56.89
4,415
45.9
22
16.84
93.4
-1.716
336.1
7.9
false
2025-05-05 02:15:12
VH-007031
NG-Express-B
van
diesel
expressway
4.930712
3.704614
69.75
5,500
46.3
0
7.92
81.5
1.333
13.3
3.2
false
2025-09-20 19:01:23
VH-003810
NG-BRT-Lagos
brt_bus
diesel
urban
7.564594
3.933206
18.59
2,069
61.7
19.7
5.92
94.5
-1.887
6
6.8
false
2025-09-30 22:38:13
VH-002700
NG-Express-B
sedan
petrol
rural
12.826892
7.394187
43.5
3,523
39.1
3.3
3.59
91.9
0.29
21.6
6.8
false
2025-03-24 15:14:11
VH-001051
NG-ColdChain-1
van
diesel
urban
7.564233
3.945238
31.3
3,734
50.2
2.5
3.44
81.3
-0.296
11.5
3.7
false
2025-05-15 08:46:08
VH-000831
NG-BRT-Lagos
minibus
diesel
urban
11.911735
8.493816
33.1
4,493
27.4
0
5.32
84.5
1.433
25
2.8
false
2025-01-17 19:56:09
VH-003609
NG-BRT-Lagos
minibus
diesel
urban
13.674323
11.074782
27.74
4,063
33.7
6
3.78
96.6
-0.762
118.4
4.9
false
2025-02-07 10:59:43
VH-004413
NG-Express-B
sedan
petrol
expressway
11.809168
11.07756
54.57
4,602
52.8
8.4
4.49
75.7
-0.091
304.4
4.5
false
2025-06-17 13:23:12
VH-005396
NG-BRT-Lagos
brt_bus
diesel
urban
12.181702
8.422525
31.76
3,249
35.3
12
7.22
102.8
-1.385
139.6
7.5
false
2025-07-08 20:45:38
VH-007987
NG-Express-B
motorcycle
petrol
urban
11.913419
8.534842
30.09
3,865
45.6
0
1.48
89
0.683
234.1
6.8
false
2025-02-08 06:07:05
VH-007125
NG-BRT-Lagos
brt_bus
diesel
rural
8.919002
7.532222
41.76
4,584
43.3
11.9
7.66
83
-1.301
320.6
4
false
2024-12-19 22:44:37
VH-000979
NG-Express-B
van
diesel
urban
4.898601
6.971617
27.8
2,929
33.8
0
2.52
93
2.019
58.1
4
false
2025-09-09 07:35:12
VH-008093
NG-Express-B
sedan
petrol
urban
6.602002
3.554655
30.53
4,115
39.8
3.2
2.75
90.5
1.703
48.7
5.5
false
2024-10-22 16:35:37
VH-002401
NG-ColdChain-1
van
diesel
urban
4.483174
6.202949
37.91
3,459
42.5
24.8
3.38
89.3
-2.301
43.5
5.7
false
2025-01-25 10:14:50
VH-004053
NG-Logistics-A
van
diesel
rural
7.230057
9.392429
63.49
5,500
58.5
0
5.88
92.2
0.547
183.8
5.2
false
2025-06-28 05:55:24
VH-007237
NG-Logistics-A
van
diesel
expressway
7.30888
3.974309
83.38
5,500
56.5
0.5
8.58
99.9
1.233
102.6
2.2
false
2025-05-23 04:20:51
VH-007998
NG-Logistics-A
articulated_truck
diesel
urban
8.608154
7.130189
33.45
3,912
43
2.1
9.12
79.5
0.756
5.1
2.5
false
2025-03-28 06:20:39
VH-008702
NG-BRT-Lagos
minibus
diesel
urban
4.858026
7.188594
38.1
3,239
67.4
1.2
3.81
89.5
1.927
302.6
7.1
false
2025-06-09 10:21:09
VH-001995
NG-BRT-Lagos
brt_bus
diesel
urban
11.420182
3.752844
28.57
3,554
25.6
0
7.54
85.2
0.45
231.4
3
false
2024-11-25 00:50:22
VH-003165
NG-ColdChain-1
van
diesel
urban
7.52257
4.022273
42.45
4,522
39.6
19.1
7.13
91.1
-1.474
188.8
5.7
false
2024-12-19 15:31:33
VH-002200
NG-Express-B
sedan
petrol
expressway
6.552891
3.399376
53.86
4,657
62.5
6.8
5.18
84.5
0.053
256.4
1.8
false
2025-04-30 11:17:15
VH-004986
NG-BRT-Lagos
brt_bus
diesel
urban
4.782073
7.119742
28.63
2,888
32.2
14.5
6.79
83.3
-0.803
212.3
3.9
false
2025-03-21 06:04:15
VH-006501
NG-ColdChain-1
reefer_truck
diesel
expressway
4.715503
6.933467
72.93
5,500
48.6
1.6
18.63
87.3
2.102
175.5
4.3
false
2025-10-09 12:13:46
VH-007525
NG-Logistics-A
articulated_truck
diesel
rural
8.946706
7.48867
62.01
5,500
53.2
1.9
18.03
107.9
-0.513
27
5.8
false
2025-04-12 08:16:15
VH-008179
NG-Logistics-A
rigid_truck
diesel
urban
12.045521
8.387021
24.79
3,511
25.3
0
5.01
96
1.935
65.2
1
false
2025-01-04 06:44:22
VH-002290
NG-ColdChain-1
reefer_truck
diesel
urban
9.164506
7.417187
33.97
3,224
15.7
1.3
12.11
79.7
0.442
114.9
2.9
false
2025-01-02 12:59:48
VH-002257
NG-BRT-Lagos
minibus
diesel
urban
8.087902
12.480558
27.58
2,590
30.5
4.9
3
73.3
0.213
343.9
4.4
false
2025-09-28 03:43:32
VH-008492
NG-BRT-Lagos
brt_bus
diesel
rural
5.576249
4.196315
47.14
4,279
52
3.3
10.48
81.6
0.655
57.9
3.2
false
2025-02-15 04:44:36
VH-008427
NG-Logistics-A
rigid_truck
diesel
rural
8.918733
7.453244
79.46
5,500
46.3
0
24.75
77.3
1.433
125.1
3
false
2025-10-08 06:14:06
VH-000440
NG-Logistics-A
rigid_truck
diesel
urban
9.020142
7.270798
24.99
3,029
52.2
27.7
5.97
100.3
-2.715
308.8
2
false
2024-10-19 07:27:06
VH-000679
NG-ColdChain-1
reefer_truck
diesel
expressway
13.79226
12.82561
55.19
4,399
74.9
1.2
25.62
82.5
0.321
156.1
6
false
2025-03-29 09:04:40
VH-008964
NG-BRT-Lagos
brt_bus
diesel
urban
8.688307
12.972457
27.87
3,217
39.6
11.9
6.93
96.3
-0.992
107.5
7.2
false
2024-12-10 15:52:32
VH-004970
NG-Express-B
motorcycle
petrol
urban
6.385361
3.494893
28.79
3,918
42.5
0
0.93
97.1
0.206
13.1
5.1
false
2025-09-19 06:55:00
VH-005723
NG-ColdChain-1
reefer_truck
diesel
urban
7.574595
3.829398
22.9
2,853
33.5
0
10.8
97.5
0.178
145.8
1
false
2025-05-06 06:22:30
VH-004811
NG-Express-B
van
diesel
urban
6.854455
3.893352
35.51
3,971
26.5
0.2
4.04
80.5
0.511
167.8
7.2
false
2025-07-16 20:19:41
VH-006889
NG-ColdChain-1
reefer_truck
diesel
urban
7.450157
3.847613
34.48
4,306
29.8
0
17.06
84.8
1.23
32.8
7.1
false
2025-06-14 01:07:10
VH-003991
NG-Express-B
motorcycle
petrol
urban
7.324156
4.035502
36.13
4,248
29
6.9
1.1
82.3
-0.546
292.7
5.9
false
2024-11-10 02:48:32
VH-008640
NG-Logistics-A
rigid_truck
diesel
urban
9.177554
7.334028
36.16
3,194
56
0.1
12.12
91.5
-0.354
248.7
2.8
false
2025-02-12 10:22:15
VH-002971
NG-BRT-Lagos
brt_bus
diesel
rural
6.365599
3.51997
45.48
4,089
45.2
0
9.48
77.4
0.772
320.4
1
false
2025-10-04 19:55:25
VH-000252
NG-BRT-Lagos
minibus
diesel
urban
4.856145
7.08429
24.08
3,466
32.8
5.5
4.56
75.9
-1.227
86.1
4.2
false
2025-05-07 08:24:19
VH-003032
NG-BRT-Lagos
minibus
diesel
urban
8.962294
7.219389
30.14
3,193
24.2
10.5
3.45
86.6
-0.809
355.1
6.3
false
2024-12-28 14:59:12
VH-006142
NG-Express-B
sedan
petrol
urban
12.122106
8.088112
39.14
5,309
33.5
0
2.17
91.2
-0.072
23.2
4.2
false
2025-04-14 12:26:14
VH-003134
NG-ColdChain-1
reefer_truck
diesel
expressway
4.746832
6.965767
55.26
5,500
58.5
11.2
19.05
96.1
-0.501
73
5.1
false
2025-05-19 01:28:22
VH-005705
NG-ColdChain-1
van
diesel
rural
4.561361
14.546963
57.85
5,500
61.8
4.3
6.27
100.9
-0.753
208.9
4.6
false
2025-07-29 00:11:46
VH-002584
NG-ColdChain-1
van
diesel
rural
6.501826
3.499346
57.68
5,500
42.9
15.4
5.22
98.3
-1.933
66.2
3.6
false
2025-08-29 15:36:19
VH-007237
NG-Logistics-A
van
diesel
urban
9.045004
7.274222
31.78
3,309
46.7
3.9
3.06
89.3
0.816
129.2
5.4
false
2025-01-10 01:38:17
VH-008783
NG-Logistics-A
van
diesel
urban
12.223995
8.603073
32.02
3,549
43.6
9.3
3.57
84.3
-0.053
294.2
4.4
false
2025-01-07 12:07:29
VH-004273
NG-ColdChain-1
van
diesel
urban
7.576309
4.029901
29.22
3,620
43.3
24.9
1.5
92.1
-1.794
122.8
5.6
false
2025-09-25 11:46:52
VH-006278
NG-Express-B
van
diesel
expressway
6.34934
3.313759
45.94
5,384
38.2
0
5.68
90.3
0.586
202.4
3.8
false
2025-07-15 01:14:06
VH-008679
NG-ColdChain-1
van
diesel
rural
9.006814
7.541906
59.51
4,476
60.6
0
5.41
82.4
-0.085
29.8
2
false
2025-02-19 21:06:42
VH-001904
NG-ColdChain-1
van
diesel
rural
12.069795
8.590203
40.96
4,330
57.1
0
4.23
98.9
1.343
209.7
5.3
false
2025-03-02 18:39:20
VH-004677
NG-Logistics-A
van
diesel
urban
7.548551
3.818686
24.69
3,236
37.8
9.4
1.88
77.4
-0.148
195
5.2
false
2025-04-23 12:28:13
VH-007786
NG-ColdChain-1
van
diesel
urban
12.112815
8.535436
26.98
3,608
47.5
21.2
2.79
96.4
-2.542
179.8
2.9
false
2025-09-13 10:54:07
VH-002403
NG-Express-B
motorcycle
petrol
urban
12.145727
8.417708
28.64
4,167
36.8
0
0.57
87.8
1.507
213.7
2.8
false
2024-10-28 21:46:46
VH-007983
NG-Logistics-A
van
diesel
urban
9.102588
7.344183
27.67
2,791
47.9
0
4.1
85.7
0.756
321.9
1
false
2024-12-23 06:41:32
VH-006196
NG-BRT-Lagos
minibus
diesel
urban
8.518395
13.907288
24.8
2,408
52.6
12.2
4.25
100.1
-0.379
314.1
3.5
false
2025-05-26 04:33:52
VH-001358
NG-ColdChain-1
reefer_truck
diesel
expressway
6.378608
3.508039
74.76
5,500
66.5
2.4
36.55
85.1
1.365
88.9
1
false
2024-11-03 21:27:46
VH-007677
NG-ColdChain-1
reefer_truck
diesel
expressway
8.997572
6.4087
60.77
5,500
46.6
6
23.66
91.9
2.233
32.1
2
false
2025-03-25 09:34:07
VH-003524
NG-Express-B
motorcycle
petrol
rural
12.026374
8.613393
71.09
5,213
49.7
0
2.3
90
0.197
310.4
1
false
2025-07-08 08:12:37
VH-007154
NG-ColdChain-1
van
diesel
rural
5.027431
7.103767
52.42
5,500
47.6
3.5
5.83
86.1
-0.026
122.2
5.1
false
2024-12-20 19:22:53
VH-003032
NG-BRT-Lagos
minibus
diesel
urban
7.336888
3.887033
38.37
4,804
45
2.1
4.86
86.9
0.959
262.7
2.2
false
2025-09-26 06:02:18
VH-003115
NG-Express-B
van
diesel
urban
9.357074
10.412911
37.47
5,263
46.4
14.8
5.27
94.4
-1.504
298.7
3
false
2025-03-13 06:23:45
VH-003573
NG-BRT-Lagos
brt_bus
diesel
urban
8.637851
4.113149
38.82
5,254
65.3
5.4
11.45
92.5
-0.882
241.8
4.3
false
2024-10-23 22:57:51
VH-000368
NG-Logistics-A
van
diesel
expressway
6.33096
3.807929
53.66
4,290
62.1
0
8.06
89.2
2.97
30.8
3.4
false
2025-02-10 14:25:24
VH-005775
NG-Logistics-A
rigid_truck
diesel
urban
12.159405
8.393741
25.28
2,423
30.9
3.5
6.96
82.3
-0.508
105.8
3
false
2025-08-16 16:25:56
VH-007751
NG-BRT-Lagos
minibus
diesel
urban
12.0105
8.552144
34.21
4,500
54.4
10.4
5.67
99.3
-0.454
63.4
4.5
false
2024-12-25 14:42:30
VH-008069
NG-ColdChain-1
van
diesel
urban
7.11625
6.493159
35.24
4,125
30.6
0
4.02
87.6
0.018
139.5
2.7
false
2024-11-10 02:51:46
VH-000457
NG-Logistics-A
articulated_truck
diesel
expressway
5.639851
13.110216
116.05
5,500
83.6
12.1
39.86
95.6
-1.229
196.8
5
false
2025-08-02 22:44:08
VH-002075
NG-Logistics-A
rigid_truck
diesel
rural
11.929131
8.627711
41.89
5,362
57.6
13
9.05
86.9
-0.78
11.1
3.4
false
2025-02-15 10:09:06
VH-001041
NG-BRT-Lagos
brt_bus
diesel
expressway
4.738435
6.926925
65.72
5,500
57.3
1.8
17.77
90.8
0.016
180.8
2.4
false
2025-07-12 21:44:39
VH-001755
NG-BRT-Lagos
brt_bus
diesel
expressway
7.390385
3.934636
53.99
4,479
48.5
0
8.45
82.8
0.898
19.9
6.1
false
2025-03-03 18:59:33
VH-005092
NG-Express-B
van
diesel
expressway
6.396991
3.560848
29.87
4,218
46.5
2.3
2.69
80.2
-0.696
66.3
2
false
2025-06-16 11:41:41
VH-008537
NG-Logistics-A
articulated_truck
diesel
rural
4.729126
6.968104
56.14
5,299
68.8
3.5
14.43
98.5
-0.118
227.5
1
false
2025-03-19 03:33:21
VH-006245
NG-ColdChain-1
van
diesel
urban
4.931959
7.151212
26.93
3,992
36.8
0.7
3.76
77.5
0.706
148
1
false
2025-01-04 19:29:50
VH-007845
NG-Logistics-A
rigid_truck
diesel
urban
9.964093
13.532435
18.33
1,935
29
7.2
5.28
90.7
-0.343
314.4
3.9
false
2025-03-04 07:29:09
VH-006224
NG-ColdChain-1
reefer_truck
diesel
rural
4.865171
6.242735
29.67
4,161
44.2
3.6
7.94
85.7
-1.608
258.5
6.2
false
2025-02-15 01:26:35
VH-004991
NG-Logistics-A
van
diesel
expressway
6.552814
3.271227
71.45
5,500
46.5
27.2
7.08
85.5
-3.29
107.7
5.6
false
2025-05-27 11:51:30
VH-002714
NG-ColdChain-1
van
diesel
urban
6.336257
3.463236
22.1
2,230
48.7
6.7
2.2
80.8
-0.784
88.3
5.8
false
2024-12-08 01:30:21
VH-001796
NG-ColdChain-1
van
diesel
rural
12.042218
8.612499
53.93
4,241
59
0
5.51
88.7
0.407
24.8
6.9
false
2025-01-06 23:47:16
VH-008834
NG-Logistics-A
rigid_truck
diesel
rural
11.718528
10.730786
40.24
5,248
63.6
3.3
10.31
85.9
0.488
306.8
8.2
false
2025-05-07 12:25:04
VH-005404
NG-BRT-Lagos
brt_bus
diesel
urban
9.090412
7.433984
35.72
4,689
55.5
8.9
7.67
97.2
1.379
238.9
6.2
false
2025-04-09 20:49:09
VH-003302
NG-Express-B
sedan
petrol
urban
11.976264
8.708727
27.81
3,073
52.1
0
3.08
93.4
-0.217
314.1
1
false
2025-04-09 13:47:35
VH-005138
NG-Express-B
motorcycle
petrol
rural
5.248215
10.055795
62.94
5,500
58.2
0
3.42
90.2
0.865
207.4
6.7
false
End of preview. Expand in Data Studio
# Nigeria Transport & Logistics – Vehicle Telemetry

GPS, speed, RPM, throttle/brake, fuel rate, heading, acceleration for Nigerian fleets.

- **[category]** Vehicle & Fleet Data
- **[rows]** ~300,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | timestamp | object | | vehicle_id | object | | fleet | object | | vehicle_type | object | | fuel_type | object | | road_class | object | | lat | float64 | | lon | float64 | | speed_kmh | float64 | | rpm | float64 | | throttle_pct | float64 | | brake_pct | float64 | | fuel_rate_lph | float64 | | engine_temp_c | float64 | | accel_ms2 | float64 | | heading_deg | float64 | | gps_acc_m | float64 | | harsh_brake | bool |

## Usage

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

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