Commit ·
ae0e7b7
verified ·
0
Parent(s):
Duplicate from electricsheepafrica/nigerian_energy_and_utilities_commercial_industrial_consumption
Browse files
.gitattributes
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.lz4 filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.mds filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
# Audio files - uncompressed
|
| 39 |
+
*.pcm filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
*.sam filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
*.raw filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
# Audio files - compressed
|
| 43 |
+
*.aac filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
*.flac filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
*.mp3 filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
*.ogg filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
*.wav filter=lfs diff=lfs merge=lfs -text
|
| 48 |
+
# Image files - uncompressed
|
| 49 |
+
*.bmp filter=lfs diff=lfs merge=lfs -text
|
| 50 |
+
*.gif filter=lfs diff=lfs merge=lfs -text
|
| 51 |
+
*.png filter=lfs diff=lfs merge=lfs -text
|
| 52 |
+
*.tiff filter=lfs diff=lfs merge=lfs -text
|
| 53 |
+
# Image files - compressed
|
| 54 |
+
*.jpg filter=lfs diff=lfs merge=lfs -text
|
| 55 |
+
*.jpeg filter=lfs diff=lfs merge=lfs -text
|
| 56 |
+
*.webp filter=lfs diff=lfs merge=lfs -text
|
| 57 |
+
# Video files - compressed
|
| 58 |
+
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 59 |
+
*.webm filter=lfs diff=lfs merge=lfs -text
|
| 60 |
+
nigerian_energy_and_utilities_commercial_industrial_consumption.csv filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
license: gpl
|
| 4 |
+
dataset_name: nigerian_energy_and_utilities_commercial_industrial_consumption
|
| 5 |
+
pretty_name: Nigerian Energy & Utilities – Commercial & Industrial Consumption
|
| 6 |
+
size_categories: [10K<n<1M, 1M<n<10M]
|
| 7 |
+
task_categories: [time-series-forecasting, tabular-regression, other]
|
| 8 |
+
tags: [nigeria, energy, utilities, power, grid, smart-meter, renewables]
|
| 9 |
+
language: [en]
|
| 10 |
+
created: 2025-10-11
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
# Nigerian Energy & Utilities – Commercial & Industrial Consumption
|
| 15 |
+
|
| 16 |
+
3-phase site hourly consumption with PF, reactive power, and current derived from P, V, PF.
|
| 17 |
+
|
| 18 |
+
- **[category]** Smart Meters & Consumption
|
| 19 |
+
- **[rows]** ~220,000
|
| 20 |
+
- **[formats]** CSV + Parquet (snappy)
|
| 21 |
+
- **[geography]** Nigeria (DisCos, substations, plants)
|
| 22 |
+
|
| 23 |
+
## Schema
|
| 24 |
+
|
| 25 |
+
| column | dtype |
|
| 26 |
+
|---|---|
|
| 27 |
+
| site_id | object |
|
| 28 |
+
| site_type | object |
|
| 29 |
+
| disco | object |
|
| 30 |
+
| feeder_id | object |
|
| 31 |
+
| timestamp | object |
|
| 32 |
+
| active_power_kw | float64 |
|
| 33 |
+
| reactive_power_kvar | float64 |
|
| 34 |
+
| pf | float64 |
|
| 35 |
+
| energy_kwh | float64 |
|
| 36 |
+
| voltage_ll_v | float64 |
|
| 37 |
+
| current_a | float64 |
|
| 38 |
+
|
| 39 |
+
## Usage
|
| 40 |
+
|
| 41 |
+
```python
|
| 42 |
+
import pandas as pd
|
| 43 |
+
df = pd.read_parquet('data/nigerian_energy_and_utilities_commercial_industrial_consumption/nigerian_energy_and_utilities_commercial_industrial_consumption.parquet')
|
| 44 |
+
df.head()
|
| 45 |
+
```
|
| 46 |
+
|
| 47 |
+
```python
|
| 48 |
+
from datasets import load_dataset
|
| 49 |
+
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_commercial_industrial_consumption')
|
| 50 |
+
ds
|
| 51 |
+
```
|
| 52 |
+
|
| 53 |
+
## Notes
|
| 54 |
+
|
| 55 |
+
- Data generated with Nigeria-specific parameters (DisCos, tariff bands, 50 Hz grid)
|
| 56 |
+
- Time-of-use shapes and seasonal/weather effects included where applicable
|
| 57 |
+
- Values are internally consistent (e.g., kWh ~ kW*h; voltage/current ~ power)
|
nigerian_energy_and_utilities_commercial_industrial_consumption.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19a87fb16a759472bdce838a0d73153e922f25cbd9b3b428c69d66b3231ead9a
|
| 3 |
+
size 23556566
|
nigerian_energy_and_utilities_commercial_industrial_consumption.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f268d2bb3329d9d8e8ed0ce50451aab8712d343aae70b24b6f62bdc0b5d2bc28
|
| 3 |
+
size 6782845
|