region:us
---
dataset_info:
  features:
  - name: date-time
    dtype: string
  - name: temperature
    dtype: float64
  - name: humidity
    dtype: float64
  - name: wind_speed
    dtype: float64
  - name: precipitation
    dtype: float64
  - name: Pressure (hPa)
    dtype: float64
  - name: Visibility (km)
    dtype: float64
  splits:
  - name: train
    num_bytes: 259150
    num_examples: 3650
  download_size: 233347
  dataset_size: 259150
---
# Weather Fake Dataset

## Overview

The Falah/Weather_fake_dataset is a synthetic weather dataset created for educational and demonstration purposes. It provides synthetic weather data for a period of 10 years, with one data point per day. The dataset includes various weather attributes such as date/time, temperature, humidity, wind speed, precipitation, pressure (hPa), and visibility (km). This dataset is intended to be used in machine learning applications, particularly for weather forecasting models.

## Dataset Information

- **Name**: Falah/Weather_fake_dataset
- **Download Size**: 233 KB
- **Dataset Size**: 259 KB
- **Number of Data Points**: 3650
- **Date/Time Range**: January 1, 2013, to December 31, 2022

## Dataset Usage

The dataset can be accessed and loaded using the Hugging Face `datasets` library in Python. Here's an example code snippet to load the dataset and print the first data point:

```python
from datasets import load_dataset

dataset = load_dataset("Falah/Weather_fake_dataset")
print(dataset['train'][0])
```

## Data Fields

The dataset contains the following fields:

- `date-time`: String representing the date and time in the format 'YYYY-MM-DD HH:MM:SS'.
- `temperature`: Floating-point number representing the temperature in Celsius.
- `humidity`: Floating-point number representing the humidity level in percentage.
- `wind_speed`: Floating-point number representing the wind speed in kilometers per hour.
- `precipitation`: Floating-point number representing the amount of precipitation in millimeters.
- `Pressure (hPa)`: Floating-point number representing the atmospheric pressure in hPa.
- `Visibility (km)`: Floating-point number representing the visibility in kilometers.

## Citation

If you use this dataset in your research or applications, please cite it as:

```
@dataset{falah_weather_fake_dataset,
  author = {Falah.G.Salieh},
  title = {Weather_fake_dataset},
  year = {2023},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Falah/Weather_fake_dataset},
}
```

## License

This dataset is provided under the [Creative Commons Zero v1.0 Universal](https://creativecommons.org/publicdomain/zero/1.0/) license, which means it is dedicated to the public domain and free for any use without attribution.

## Disclaimer

This dataset is entirely synthetic and should not be used for any real-world applications or critical decision-making processes. It is not based on real weather data and is intended for educational purposes only.

For more information about the dataset or to access the data, please visit the dataset page on Hugging Face: https://huggingface.co/datasets/Falah/Weather_fake_dataset
```

