Hugging Face's logo

Datasets:
electricsheepafrica
/
africa-synth-telecom-tower-energy-consumption-records-nigeria

Tasks:
Text Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
100K - 1M
Tags:
telecom
tower
energy
consumption
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
Dataset Viewer
Auto-converted to Parquet Duplicate
tower_id
stringlengths
8
8
date
date32
city
stringclasses
15 values
power_source
stringclasses
4 values
daily_consumption_kwh
float64
80
400
cost_per_kwh_ngn
float64
10
250
total_cost_ngn
float64
809
99.4k
grid_availability_hours
int64
0
24
generator_runtime_hours
int64
0
24
solar_generation_kwh
float64
0
150
fuel_consumed_liters
float64
0
100
carbon_emissions_kg
float64
0
300
WAR-6705
2025-09-27
Warri
diesel_generator
273.88
227.86
62,406.3
0
6
0
27.08
93.16
ENU-3070
2025-09-03
Enugu
diesel_generator
264.08
239.73
63,307.9
0
19
0
62.15
61.43
ILO-6261
2025-09-07
Ilorin
grid
102.07
58.81
6,002.74
8
0
0
0
30.48
ABA-6494
2025-09-30
Aba
diesel_generator
285.54
161.86
46,217.5
0
0
0
55.32
83.06
KAN-8491
2025-09-17
Kano
hybrid
229.01
88.39
20,242.19
13
1
39.06
36.63
94.33
CAL-8684
2025-09-29
Calabar
grid
165.73
77.15
12,786.07
2
0
0
0
28.19
JOS-7126
2025-09-24
Jos
diesel_generator
387.34
213.41
82,662.23
0
9
0
54.06
238.11
KAN-7998
2025-09-15
Kano
grid
117.56
61.21
7,195.85
13
0
0
0
5.91
POR-8282
2025-09-14
Port Harcourt
grid
162.02
71.88
11,646
11
0
0
0
1.94
LAG-5172
2025-09-19
Lagos
hybrid
207.31
94.7
19,632.26
9
10
35.28
84.99
206.13
BEN-7586
2025-09-04
Benin City
hybrid
202.82
60.31
12,232.07
7
14
100.87
48.56
232.49
LAG-8785
2025-09-07
Lagos
diesel_generator
238.26
159.26
37,945.29
0
1
0
85.97
92.36
KAN-6636
2025-09-28
Kano
grid
175.42
51.2
8,981.5
20
0
0
0
0.43
WAR-9321
2025-09-06
Warri
diesel_generator
206.62
209.66
43,319.95
0
10
0
29.06
134.3
JOS-2670
2025-09-14
Jos
diesel_generator
260.25
165.57
43,089.59
0
6
0
71.82
183.24
LAG-2287
2025-09-24
Lagos
solar
83.46
26.36
2,200.01
0
0
113.96
0
38.64
LAG-8111
2025-09-13
Lagos
diesel_generator
382.16
200.34
76,561.93
0
19
0
61.56
80.94
WAR-5135
2025-09-28
Warri
solar
88.04
25.65
2,258.23
0
0
129.31
0
49.04
ABA-6295
2025-09-07
Aba
diesel_generator
380.31
240.33
91,399.9
0
19
0
94.89
110.2
CAL-9016
2025-10-01
Calabar
diesel_generator
337.59
244.33
82,483.36
0
17
0
81.57
178.98
ONI-5114
2025-09-17
Onitsha
diesel_generator
185.81
163.58
30,394.8
0
16
0
56.25
269.77
WAR-4284
2025-09-10
Warri
hybrid
174.26
101.36
17,662.99
24
0
49.81
59.43
157.79
POR-3316
2025-09-11
Port Harcourt
grid
174.04
72.73
12,657.93
19
0
0
0
44.87
ABU-7966
2025-09-17
Abuja
diesel_generator
312.99
186.83
58,475.92
0
10
0
76.25
84.48
JOS-4297
2025-09-09
Jos
diesel_generator
304.98
226.93
69,209.11
0
4
0
83.51
186.99
WAR-6073
2025-09-29
Warri
grid
284.05
78.41
22,272.36
0
0
0
0
34.28
ABU-3670
2025-09-14
Abuja
hybrid
250.23
61.33
15,346.61
19
15
35.24
48.18
227.32
KAD-8756
2025-09-03
Kaduna
grid
263.08
59.87
15,750.6
9
0
0
0
45.28
LAG-6097
2025-09-02
Lagos
grid
100.49
67.3
6,762.98
21
0
0
0
29.67
ABU-3093
2025-09-17
Abuja
diesel_generator
351.35
236.57
83,118.87
0
6
0
22.87
157.35
ABU-4375
2025-09-12
Abuja
grid
176.44
78.77
13,898.18
2
0
0
0
26.04
ABE-6873
2025-09-11
Abeokuta
grid
116.82
61.29
7,159.9
7
0
0
0
17.4
KAN-6242
2025-09-01
Kano
solar
140.74
23.96
3,372.13
0
0
94.93
0
32.29
ENU-2817
2025-09-05
Enugu
diesel_generator
206.87
178.07
36,837.34
0
11
0
40.19
280.88
LAG-4699
2025-09-24
Lagos
grid
103.96
64.24
6,678.39
3
0
0
0
7.9
ABA-4078
2025-09-19
Aba
solar
183.65
14.54
2,670.27
0
0
76.24
0
16.35
ABA-2615
2025-09-16
Aba
grid
244.63
75.66
18,508.71
2
0
0
0
43.42
POR-4385
2025-09-18
Port Harcourt
grid
223.64
58.2
13,015.85
11
0
0
0
46.79
JOS-9967
2025-09-26
Jos
diesel_generator
240.89
157.68
37,983.54
0
2
0
71.97
128.61
CAL-1973
2025-09-28
Calabar
hybrid
206.27
114.48
23,613.79
3
0
134.53
24.46
102.62
IBA-9534
2025-09-19
Ibadan
hybrid
222.21
80.62
17,914.57
5
24
19.51
56.47
146.11
KAN-5967
2025-09-18
Kano
grid
217.42
70.76
15,384.64
13
0
0
0
8.88
KAN-8242
2025-09-02
Kano
grid
264.25
57.84
15,284.22
3
0
0
0
44.7
KAD-6376
2025-09-23
Kaduna
grid
137.95
73.75
10,173.81
19
0
0
0
30.5
ABE-6403
2025-09-17
Abeokuta
solar
94.08
22.12
2,081.05
0
0
61.03
0
41.44
ONI-5295
2025-09-26
Onitsha
hybrid
150.1
62.41
9,367.74
5
10
123.45
64.27
258.3
JOS-9157
2025-09-18
Jos
grid
144.48
60.69
8,768.49
11
0
0
0
41.34
LAG-9689
2025-09-02
Lagos
diesel_generator
244.16
231.16
56,440.03
0
7
0
38.17
261.87
IBA-9415
2025-09-27
Ibadan
diesel_generator
399.07
153.85
61,396.92
0
3
0
54.83
174.41
IBA-2245
2025-09-16
Ibadan
solar
126.84
11.11
1,409.19
0
0
11.01
0
21.19
KAD-6936
2025-09-27
Kaduna
solar
150.62
22.39
3,372.38
0
0
74.13
0
41.11
JOS-3120
2025-09-30
Jos
hybrid
136.45
86.12
11,751.07
12
18
85.83
40.82
249.26
KAD-5108
2025-09-05
Kaduna
solar
138.15
26.62
3,677.55
0
0
117.18
0
42.94
BEN-7727
2025-09-05
Benin City
grid
140.2
68.95
9,666.79
24
0
0
0
46.46
ILO-3943
2025-09-06
Ilorin
diesel_generator
344.93
216.77
74,770.48
0
19
0
30.68
222.19
POR-1317
2025-09-29
Port Harcourt
grid
151.34
67.73
10,250.26
6
0
0
0
45.61
KAD-7863
2025-09-18
Kaduna
diesel_generator
351.94
242.82
85,458.07
0
16
0
84.82
75.47
ABA-8154
2025-09-09
Aba
diesel_generator
183.48
232.86
42,725.15
0
14
0
71.45
80.95
POR-9502
2025-09-28
Port Harcourt
hybrid
227.72
118.45
26,973.43
23
12
109.2
94.1
196.18
ENU-7276
2025-09-08
Enugu
diesel_generator
381.21
166.86
63,608.7
0
3
0
46.55
176.31
ABA-3949
2025-09-14
Aba
diesel_generator
352.85
176.42
62,249.8
0
6
0
65.53
176.62
LAG-5017
2025-09-11
Lagos
grid
201.34
75
15,100.5
1
0
0
0
45.93
BEN-3431
2025-09-26
Benin City
grid
173.79
60.57
10,526.46
19
0
0
0
1.93
ABE-1295
2025-09-29
Abeokuta
grid
221.94
75.42
16,738.71
11
0
0
0
27.31
ABU-5415
2025-09-24
Abuja
grid
287.08
69.97
20,086.99
1
0
0
0
42.01
JOS-9804
2025-09-27
Jos
solar
160.92
15.89
2,557.02
0
0
140.28
0
47.1
ILO-1135
2025-09-27
Ilorin
grid
263.14
56.8
14,946.35
2
0
0
0
44.54
BEN-1035
2025-09-18
Benin City
hybrid
279.73
101.96
28,521.27
20
0
108.06
22.31
287.83
JOS-1124
2025-09-09
Jos
grid
288.08
71.1
20,482.49
9
0
0
0
28.51
KAN-1157
2025-09-19
Kano
hybrid
231.74
97.31
22,550.62
16
11
31.77
49.54
127.98
ILO-4872
2025-09-09
Ilorin
hybrid
136.92
86.89
11,896.98
10
13
71.63
77.42
173.92
WAR-4759
2025-09-03
Warri
diesel_generator
276.22
151.15
41,750.65
0
0
0
79.97
55.21
ILO-9945
2025-09-23
Ilorin
diesel_generator
321.92
162.62
52,350.63
0
13
0
88.62
166.02
KAN-9842
2025-09-04
Kano
solar
185.88
21.78
4,048.47
0
0
54.27
0
33.12
KAN-8251
2025-09-06
Kano
diesel_generator
195.39
154.04
30,097.88
0
2
0
52.19
102.56
ONI-6736
2025-09-15
Onitsha
grid
270.2
63.88
17,260.38
14
0
0
0
8.87
ABE-2322
2025-09-10
Abeokuta
diesel_generator
217.28
226.31
49,172.64
0
11
0
55.7
259.25
ABU-3299
2025-09-21
Abuja
grid
174.57
79.74
13,920.21
9
0
0
0
7.89
IBA-7277
2025-10-01
Ibadan
grid
218.68
75.94
16,606.56
8
0
0
0
27.61
BEN-1782
2025-09-23
Benin City
hybrid
240.25
93.24
22,400.91
19
0
147.86
82.84
137.11
IBA-1475
2025-09-20
Ibadan
diesel_generator
378.96
245.42
93,004.36
0
4
0
54.22
161.67
JOS-4854
2025-09-03
Jos
grid
176.46
50.61
8,930.64
21
0
0
0
40.53
LAG-5437
2025-09-21
Lagos
solar
149.98
25.55
3,831.99
0
0
116.91
0
48.6
IBA-3152
2025-09-11
Ibadan
diesel_generator
184.86
218.55
40,401.15
0
4
0
64.73
213.31
WAR-2872
2025-09-03
Warri
solar
86.06
20.31
1,747.88
0
0
42.65
0
37.25
ABU-7625
2025-09-23
Abuja
grid
186.14
58.72
10,930.14
18
0
0
0
16.2
ABA-5530
2025-09-24
Aba
diesel_generator
307.29
214.61
65,947.51
0
16
0
84.27
56.61
CAL-9371
2025-09-03
Calabar
hybrid
169.05
92.58
15,650.65
17
1
95.9
51.33
204.05
POR-3084
2025-09-27
Port Harcourt
grid
131.48
50.31
6,614.76
23
0
0
0
38.82
CAL-5593
2025-09-11
Calabar
diesel_generator
395.34
206.16
81,503.29
0
23
0
42.53
100.93
IBA-1287
2025-09-15
Ibadan
solar
196.48
24.03
4,721.41
0
0
53.92
0
40.11
POR-6656
2025-09-12
Port Harcourt
grid
133.33
62.33
8,310.46
14
0
0
0
10.7
JOS-4726
2025-09-01
Jos
diesel_generator
376.07
195.56
73,544.25
0
8
0
59.05
257.8
POR-4935
2025-09-13
Port Harcourt
grid
169.24
52.89
8,951.1
1
0
0
0
49.33
POR-4737
2025-09-20
Port Harcourt
grid
245.26
66.47
16,302.43
0
0
0
0
8.58
ILO-7805
2025-09-18
Ilorin
grid
229.47
66.77
15,321.71
18
0
0
0
23.98
CAL-5038
2025-09-19
Calabar
grid
158.69
70.8
11,235.25
7
0
0
0
23.71
BEN-4752
2025-09-22
Benin City
hybrid
125.24
77.69
9,729.9
2
20
50.23
21.25
240.97
ENU-8460
2025-09-01
Enugu
grid
161.98
60.44
9,790.07
16
0
0
0
27.06
ONI-9080
2025-09-02
Onitsha
solar
110.71
21.45
2,374.73
0
0
147.78
0
4.09
End of preview. Expand in Data Studio

Tower Energy Consumption Records

Dataset Description

Energy usage records with power source breakdown and carbon emissions

Dataset Information

  • Category: Infrastructure and Maintenance
  • Format: CSV, Parquet
  • Rows: 150,000
  • Columns: 12
  • Date Generated: 2025-10-05
  • Location: data/tower_energy_consumption_records/

Schema

Column Type Sample Values
tower_id String WAR-6705
date String 2025-09-27
city String Warri
power_source String diesel_generator
daily_consumption_kwh Float 273.88
cost_per_kwh_ngn Float 227.86
total_cost_ngn Float 62406.3
grid_availability_hours Integer 0
generator_runtime_hours Integer 6
solar_generation_kwh Float 0.0
fuel_consumed_liters Float 27.08
carbon_emissions_kg Float 93.16

Sample Data 

tower_id       date   city     power_source  daily_consumption_kwh  cost_per_kwh_ngn  total_cost_ngn  grid_availability_hours  generator_runtime_hours  solar_generation_kwh  fuel_consumed_liters  carbon_emissions_kg
WAR-6705 2025-09-27  Warri diesel_generator                 273.88            227.86        62406.30                        0                        6                   0.0                 27.08                93.16
ENU-3070 2025-09-03  Enugu diesel_generator                 264.08            239.73        63307.90                        0                       19                   0.0                 62.15                61.43
ILO-6261 2025-09-07 Ilorin             grid                 102.07             58.81         6002.74                        8                        0                   0.0                  0.00                30.48

Nigerian Context

This dataset incorporates authentic Nigerian telecommunications characteristics:

  • Geographic Coverage: Major Nigerian cities including Lagos, Abuja, Kano, Port Harcourt, Ibadan
  • Operators: MTN, Airtel, Glo, 9mobile with realistic market shares
  • Phone Numbers: Nigerian format (+234 prefixes)
  • Currency: Nigerian Naira (NGN)
  • Time Zone: West Africa Time (WAT, UTC+1)
  • Network Types: 2G, 3G, 4G, 5G distribution

File Formats

CSV 

data/tower_energy_consumption_records/tower_energy_consumption_records.csv

Parquet (Recommended) 

data/tower_energy_consumption_records/tower_energy_consumption_records.parquet

Loading the Dataset

Python (Pandas) 

import pandas as pd

# Load CSV
df = pd.read_csv('data/tower_energy_consumption_records/tower_energy_consumption_records.csv')

# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/tower_energy_consumption_records/tower_energy_consumption_records.parquet')

Python (PyArrow) 

import pyarrow.parquet as pq

# Load Parquet
table = pq.read_table('data/tower_energy_consumption_records/tower_energy_consumption_records.parquet')
df = table.to_pandas()

License

MIT License - For educational and research purposes

Citation 

Nigerian Telecom Datasets - Tower Energy Consumption Records
Generated: 2025-10-05
Category: Infrastructure and Maintenance
Rows: 150,000

Related Datasets

This dataset is part of the Nigerian Telecom Datasets collection, which includes 34 datasets covering network performance, customer behavior, financial transactions, infrastructure, geospatial data, customer experience, and emerging technologies.
Downloads last month
24
Number of rows:
150,000
Total file size:
16.1 MB

Collection including electricsheepafrica/africa-synth-telecom-tower-energy-consumption-records-nigeria