Datasetpublic

MegrurNiftiyev/baku_hourly_weather_2015_2025

Baku Yearly Weather Graph Standalone weather-data project for Baku, Azerbaijan. It includes a weather dataset, a data-generation script that can fetch archive weather data from Open-Meteo, and an interactive daily weather graph. Links Project Structure baku_hourly_weather_2015_2025/ |-- .gitattributes |-- .gitignore |-- README.md |-- requirements.txt |-- data/ | `-- baku_weather_hourly_data.csv |-- figures/ | |--… See the full description on the dataset page: https://huggingface.co/datasets/MegrurNiftiyev/baku_hourly_weather_2015_2025.

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Dataset Card

Baku Yearly Weather Graph

Standalone weather-data project for Baku, Azerbaijan. It includes a weather dataset, a data-generation script that can fetch archive weather data from Open-Meteo, and an interactive daily weather graph.

Links

![GitHub](https://github.com/MegrurNiftiyev/bakuweatheranalytics) ![Kaggle](https://www.kaggle.com/datasets/megrurniftiyev/baku-hourly-weather-data-2015-2025/data) ![Hugging Face](https://huggingface.co/datasets/MegrurNiftiyev/bakuhourlyweather20152025)

Project Structure

text

baku_hourly_weather_2015_2025/
|-- .gitattributes
|-- .gitignore
|-- README.md
|-- requirements.txt
|-- data/
|   `-- baku_weather_hourly_data.csv
|-- figures/
|   |-- baku_autumn_variable_2018-11-09.png
|   |-- baku_spring_variable_2017-05-15.png
|   |-- baku_summer_variable_2024-07-02.png
|   |-- baku_weather_2025-01-13.png
|   `-- baku_winter_variable_2021-12-25.png
`-- src/
    |-- generate_weather_data.py
    `-- visualize_weather_graph.py

## Links

Saved figures are written to figures/.

Generated Figures

Four colorful daily examples with frequent weather and wind changes:

Winter	Spring
[image]	[image]
Summer	Autumn
[image]	[image]

Dataset

Included dataset: data/baku_weather_hourly_data.csv

Columns:

—time_bin: timestamp for the weather record
—temperature: temperature in Celsius
—weather_code: Open-Meteo WMO weather code
—wind_speed: wind speed in m/s

The dataset is generated for the 2015-01-01 to 2025-12-31 period, with one record per hour across each full day. The generator script defaults to this same range; adjust START_DATE and END_DATE in src/generate_weather_data.py if you need a different period.

CSV format:

time_bin	temperature	weather_code	wind_speed
2015-01-01 00:00:00	5.4	3	27.2
2015-01-01 01:00:00	5.3	3	25.8
2015-01-01 02:00:00	5.1	3	27.1
2015-01-01 03:00:00	5.0	3	26.5
2015-01-01 04:00:00	4.9	3	25.8

Weather code categories used in the visualization:

Category	WMO weather codes	Color
Clear	0	`#f9d71c`
Cloudy	1, 2, 3	`#9e9e9e`
Foggy	45, 48	`#bdc3c7`
Light Rain	51, 53, 55, 56, 57	`#7fb3d5`
Rainy	61, 63, 65, 66, 67, 80, 81, 82	`#2980b9`
Snowy	71, 73, 75, 77, 85, 86	`#d6eaf8`
Stormy	95, 96, 99	`#5b2c6f`
Other	Any other valid code	`#aaaaaa`
Unknown	Empty or invalid weather code	`#cccccc`

The graph opens an interactive Matplotlib window with:

—temperature chart
—wind speed chart
—weather category labels
—daily and full-dataset category counts
—previous/next date buttons
—date input
—save button

Installation

bash

git clone https://huggingface.co/datasets/MegrurNiftiyev/baku_hourly_weather_2015_2025

bash

pip install -r requirements.txt

bash

python src/generate_weather_data.py

bash

python src/visualize_weather_graph.py

The data-generation command writes a fresh CSV to data/baku_weather_hourly_data.csv.

Data Source

Weather data is fetched from the Open-Meteo Archive API using Baku coordinates.