Amon Dîn
Collection
A collection of datasets from the Nigerian Telecommunications Sector
•
34 items
•
Updated
•
1
Datasets:
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.
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
150,000