Datasets:

MegrurNiftiyev
/

baku_hourly_weather_2015_2025

time_bin stringdate 2015-01-01 00:00:00 2025-12-31 23:00:00	temperature float64 -7.2 40.5	weather_code int64 0 75	wind_speed float64 0 65.9
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	3	26.5
2015-01-01 04:00:00	4.9	3	25.8
2015-01-01 05:00:00	4.8	3	26.1
2015-01-01 06:00:00	4.8	3	27.1
2015-01-01 07:00:00	4.8	51	27.1
2015-01-01 08:00:00	4.8	51	26
2015-01-01 09:00:00	4.8	3	24.7
2015-01-01 10:00:00	4.9	3	22.8
2015-01-01 11:00:00	5	3	19.6
2015-01-01 12:00:00	5.1	3	17.1
2015-01-01 13:00:00	5.2	3	14.3
2015-01-01 14:00:00	5.4	3	11.4
2015-01-01 15:00:00	5.4	3	7.6
2015-01-01 16:00:00	5.4	3	6.2
2015-01-01 17:00:00	5.5	3	7.5
2015-01-01 18:00:00	5.5	3	7.6
2015-01-01 19:00:00	5.5	51	6.6
2015-01-01 20:00:00	5.5	51	5.5
2015-01-01 21:00:00	5.5	51	4.7
2015-01-01 22:00:00	5.5	51	5.2
2015-01-01 23:00:00	5.3	51	5.4
2015-01-02 00:00:00	5.4	51	5.6
2015-01-02 01:00:00	5.4	3	5.4
2015-01-02 02:00:00	5.4	3	8
2015-01-02 03:00:00	5.4	3	7.8
2015-01-02 04:00:00	5.1	3	7.4
2015-01-02 05:00:00	5.1	3	6.2
2015-01-02 06:00:00	5.2	3	6
2015-01-02 07:00:00	5.4	3	6.7
2015-01-02 08:00:00	5.5	3	6.5
2015-01-02 09:00:00	5.8	3	5.6
2015-01-02 10:00:00	6.3	3	7.1
2015-01-02 11:00:00	6.7	3	8.2
2015-01-02 12:00:00	7.2	3	8.8
2015-01-02 13:00:00	7.4	3	9.3
2015-01-02 14:00:00	7.5	3	6.7
2015-01-02 15:00:00	7.6	3	7.6
2015-01-02 16:00:00	7.6	3	7.7
2015-01-02 17:00:00	7.6	3	8.3
2015-01-02 18:00:00	7.4	3	8.7
2015-01-02 19:00:00	7.3	3	8.7
2015-01-02 20:00:00	7.2	3	8.5
2015-01-02 21:00:00	6.9	3	7.8
2015-01-02 22:00:00	6.9	3	6.5
2015-01-02 23:00:00	6.9	3	4.7
2015-01-03 00:00:00	7.2	3	4.5
2015-01-03 01:00:00	7	3	5.1
2015-01-03 02:00:00	6.3	51	6.9
2015-01-03 03:00:00	6	51	8.7
2015-01-03 04:00:00	6.1	3	10.7
2015-01-03 05:00:00	6.2	3	12.2
2015-01-03 06:00:00	6.2	2	13.6
2015-01-03 07:00:00	6.1	2	16.3
2015-01-03 08:00:00	5.9	2	17.1
2015-01-03 09:00:00	6	2	17.1
2015-01-03 10:00:00	6.5	1	17.1
2015-01-03 11:00:00	7.1	1	17.3
2015-01-03 12:00:00	7.9	0	18.1
2015-01-03 13:00:00	8.4	0	18.3
2015-01-03 14:00:00	8.8	0	18.2
2015-01-03 15:00:00	8.9	0	19.5
2015-01-03 16:00:00	8.9	0	20.2
2015-01-03 17:00:00	8.6	0	21.6
2015-01-03 18:00:00	8.2	0	22.7
2015-01-03 19:00:00	7.9	0	22.1
2015-01-03 20:00:00	7.8	0	21.5
2015-01-03 21:00:00	7.7	0	20.9
2015-01-03 22:00:00	7.6	0	21.1
2015-01-03 23:00:00	7.3	0	21.9
2015-01-04 00:00:00	7.2	0	23.4
2015-01-04 01:00:00	7.2	0	25
2015-01-04 02:00:00	7.1	0	25.7
2015-01-04 03:00:00	7.1	1	25.2
2015-01-04 04:00:00	7.1	3	23.2
2015-01-04 05:00:00	7.1	3	21.9
2015-01-04 06:00:00	7.2	2	21.9
2015-01-04 07:00:00	7.1	2	20.7
2015-01-04 08:00:00	7	3	18.9
2015-01-04 09:00:00	6.8	3	17
2015-01-04 10:00:00	7.1	3	13.5
2015-01-04 11:00:00	7.7	2	11.5
2015-01-04 12:00:00	8.3	1	11.7
2015-01-04 13:00:00	8.7	1	16.7
2015-01-04 14:00:00	8.2	2	22.1
2015-01-04 15:00:00	8.1	1	25.7
2015-01-04 16:00:00	8	2	34.3
2015-01-04 17:00:00	7.5	2	38.9
2015-01-04 18:00:00	6.5	1	38.8
2015-01-04 19:00:00	6	1	39.4
2015-01-04 20:00:00	5.7	1	37.8
2015-01-04 21:00:00	5.7	2	34.1
2015-01-04 22:00:00	5.6	2	28.8
2015-01-04 23:00:00	5.5	3	24.2
2015-01-05 00:00:00	5.5	2	20.2
2015-01-05 01:00:00	5.5	1	15.7
2015-01-05 02:00:00	5.4	1	10.2
2015-01-05 03:00:00	4.9	1	5

End of preview. Expand in Data Studio

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/
|   |-- 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

Summer	Autumn

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

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

pip install -r requirements.txt

python src/generate_weather_data.py

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.

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