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facility_id
stringlengths
8
8
city
stringclasses
5 values
timestamp
stringdate
2024-10-12 11:15:16
2025-10-12 11:03:39
capacity
int64
10
444
occupied
int64
0
393
occupancy_pct
float64
0
100
violation_count
int64
0
5
P-018869
Ibadan
2024-12-13 00:28:22
10
8
80
0
P-047277
Port Harcourt
2024-12-02 01:33:16
31
18
58.1
0
P-031284
Kano
2024-12-13 09:35:15
191
103
53.9
0
P-031942
Kano
2025-04-09 06:55:38
108
61
56.5
0
P-048074
Abuja
2025-07-12 14:43:48
237
151
63.7
0
P-008519
Kano
2025-08-18 21:40:20
100
65
65
0
P-005844
Abuja
2025-09-21 10:10:39
178
94
52.8
0
P-010595
Lagos
2025-03-31 13:31:28
101
53
52.5
0
P-008631
Lagos
2025-04-21 22:16:14
84
43
51.2
2
P-037515
Kano
2024-11-08 06:31:27
211
124
58.8
1
P-022390
Abuja
2025-07-17 06:59:33
166
131
78.9
0
P-019714
Abuja
2025-06-06 20:33:08
85
48
56.5
0
P-030721
Port Harcourt
2024-10-23 05:01:35
244
136
55.7
0
P-035061
Lagos
2024-12-29 14:43:12
39
15
38.5
0
P-040027
Port Harcourt
2025-09-22 19:46:16
10
5
50
1
P-028502
Lagos
2025-02-22 16:46:21
143
104
72.7
1
P-011431
Port Harcourt
2025-06-20 00:31:49
23
16
69.6
2
P-041913
Ibadan
2025-05-01 21:09:11
106
65
61.3
0
P-045093
Ibadan
2025-03-30 23:53:51
259
211
81.5
0
P-008274
Abuja
2025-03-25 01:57:31
161
25
15.5
1
P-045332
Kano
2025-08-14 13:23:08
205
104
50.7
0
P-041010
Kano
2025-09-30 22:29:11
181
138
76.2
0
P-014089
Kano
2025-06-10 00:32:57
124
100
80.6
1
P-018039
Port Harcourt
2025-07-31 00:50:06
13
5
38.5
0
P-007662
Lagos
2025-05-29 11:28:49
198
130
65.7
0
P-042850
Ibadan
2025-02-25 21:48:24
197
97
49.2
0
P-015454
Kano
2025-03-18 14:31:33
32
26
81.2
0
P-045672
Abuja
2025-09-23 18:52:32
90
43
47.8
0
P-049473
Ibadan
2025-07-10 07:11:17
171
137
80.1
0
P-036468
Abuja
2025-03-08 02:47:11
10
5
50
1
P-002139
Ibadan
2024-11-17 23:01:05
10
9
90
1
P-039296
Kano
2025-06-25 21:09:35
14
6
42.9
1
P-024957
Abuja
2024-10-13 01:24:14
133
69
51.9
1
P-002649
Abuja
2025-03-31 08:24:48
10
4
40
0
P-002657
Lagos
2025-01-13 15:10:52
116
87
75
0
P-001830
Kano
2025-02-26 13:46:34
227
170
74.9
2
P-006561
Ibadan
2025-02-05 03:53:38
49
33
67.3
0
P-021062
Kano
2025-01-23 08:45:15
62
20
32.3
0
P-025446
Abuja
2025-08-12 10:57:38
152
72
47.4
0
P-014223
Ibadan
2025-08-06 01:38:46
65
42
64.6
0
P-024518
Abuja
2025-04-25 07:32:40
113
92
81.4
0
P-033021
Ibadan
2024-10-27 06:37:14
66
42
63.6
0
P-040932
Ibadan
2025-02-22 04:26:43
117
117
100
0
P-023686
Abuja
2025-05-04 11:11:04
234
71
30.3
0
P-025997
Ibadan
2025-07-25 04:40:37
170
135
79.4
1
P-012049
Port Harcourt
2024-11-09 07:01:31
127
95
74.8
0
P-018184
Abuja
2025-08-13 10:43:51
249
177
71.1
0
P-035779
Abuja
2025-06-19 08:51:36
70
51
72.9
1
P-047435
Ibadan
2025-07-27 12:56:32
80
58
72.5
0
P-018913
Ibadan
2025-05-12 20:47:29
188
85
45.2
1
P-039444
Ibadan
2025-01-08 12:34:12
215
128
59.5
0
P-009136
Abuja
2025-05-26 17:39:35
215
215
100
1
P-015147
Abuja
2024-10-28 11:16:52
192
101
52.6
0
P-019634
Ibadan
2025-08-07 10:39:30
57
34
59.6
1
P-041881
Abuja
2024-11-28 15:49:40
159
87
54.7
0
P-001073
Port Harcourt
2025-04-18 15:29:09
214
124
57.9
0
P-016069
Lagos
2025-02-12 07:13:23
10
7
70
0
P-026081
Abuja
2025-06-30 23:34:17
189
58
30.7
0
P-005188
Abuja
2025-01-13 00:39:34
184
110
59.8
1
P-034843
Port Harcourt
2025-06-06 07:23:46
272
182
66.9
0
P-030187
Ibadan
2025-07-29 03:51:35
217
88
40.6
0
P-049918
Abuja
2025-05-12 18:11:39
206
152
73.8
1
P-016819
Port Harcourt
2025-07-30 14:47:11
10
6
60
1
P-019204
Ibadan
2025-08-03 07:22:50
167
135
80.8
0
P-025355
Port Harcourt
2025-09-07 18:23:50
102
41
40.2
0
P-045948
Ibadan
2024-10-29 00:04:31
25
11
44
0
P-043926
Abuja
2025-05-12 22:43:12
99
58
58.6
0
P-044746
Port Harcourt
2024-10-30 13:15:23
185
100
54.1
0
P-042756
Kano
2025-07-12 00:49:35
245
194
79.2
1
P-014575
Abuja
2025-09-18 02:31:24
120
102
85
0
P-030300
Lagos
2025-06-06 02:24:47
61
36
59
0
P-001666
Port Harcourt
2025-07-07 11:56:11
82
62
75.6
0
P-015926
Ibadan
2025-09-22 23:38:44
114
74
64.9
0
P-021434
Ibadan
2025-07-11 10:27:37
194
64
33
0
P-000957
Kano
2025-02-01 05:38:57
114
114
100
0
P-038098
Ibadan
2025-07-01 18:14:52
20
19
95
0
P-033196
Lagos
2025-02-23 00:32:08
98
62
63.3
0
P-026373
Port Harcourt
2025-09-21 09:34:37
212
195
92
1
P-049118
Port Harcourt
2025-10-11 21:07:17
161
61
37.9
0
P-008582
Abuja
2025-05-15 22:55:29
139
56
40.3
0
P-031856
Port Harcourt
2025-04-17 01:41:27
31
13
41.9
2
P-011968
Ibadan
2025-02-24 17:32:19
10
9
90
0
P-002036
Ibadan
2025-03-15 05:10:42
219
119
54.3
0
P-026575
Port Harcourt
2025-08-25 15:30:38
63
27
42.9
0
P-033491
Lagos
2025-08-18 11:04:35
240
159
66.2
0
P-012149
Lagos
2025-09-01 09:35:13
21
5
23.8
0
P-003257
Lagos
2025-08-03 23:08:22
105
91
86.7
1
P-041593
Abuja
2025-05-22 15:56:56
164
116
70.7
0
P-016773
Port Harcourt
2025-06-17 12:29:38
160
115
71.9
1
P-015975
Abuja
2025-03-24 05:25:29
70
12
17.1
0
P-029016
Lagos
2025-01-12 17:41:28
86
35
40.7
0
P-009525
Port Harcourt
2025-08-11 18:30:45
252
132
52.4
0
P-025798
Abuja
2025-01-10 01:42:15
10
4
40
1
P-014893
Port Harcourt
2024-10-31 16:40:12
121
67
55.4
0
P-006268
Ibadan
2025-07-17 01:15:46
181
94
51.9
0
P-022477
Port Harcourt
2024-10-22 08:42:18
133
78
58.6
1
P-035442
Port Harcourt
2025-06-09 04:53:34
113
28
24.8
0
P-034270
Kano
2024-11-17 01:38:20
82
26
31.7
1
P-029647
Ibadan
2025-07-28 23:29:29
129
67
51.9
0
P-047296
Lagos
2025-08-14 06:03:41
161
127
78.9
0
End of preview. Expand in Data Studio
# Nigeria Transport & Logistics – Parking Data

Facility capacity/occupancy over time with violations per timestamp.

- **[category]** Traffic & Mobility Systems
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | facility_id | object | | city | object | | timestamp | object | | capacity | int64 | | occupied | int64 | | occupancy_pct | float64 | | violation_count | int64 |

## Usage

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

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