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time
stringdate
2022-01-01 00:00:00
2025-10-07 23:00:00
lat
float64
46.3
48.5
lon
float64
16.4
22.4
temperature_2m
float64
-17.4
40.3
precipitation
float64
0
25.6
rain
float64
0
25.6
surface_pressure
float64
935
1.03k
evapotranspiration
null
relative_humidity_2m
int64
10
100
dew_point_2m
float64
-23.6
25.6
apparent_temperature
float64
-21.9
40.9
wind_speed_10m
float64
0
56.7
wind_speed_100m
float64
0
81.4
wind_direction_10m
int64
0
360
wind_direction_100m
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0
360
wind_gusts_10m
float64
0.4
102
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0
993.7
null
62
4.1
6.6
20.8
36.3
210
212
31.3
2022-01-05T03:00
46.291737
20.702875
11
0
0
993.8
null
62
4
6.4
21.7
36.9
209
212
38.2
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license: mit language: en task_categories: - tabular-regression - environmental-science - agriculture

Hungary Weather & Soil Dataset (2022–2025)

This dataset contains hourly meteorological and soil data from 20 locations across Hungary (Budapest, Debrecen, Szeged, Győr, Miskolc, Pécs, Nyíregyháza, Kecskemét ...) from January 1, 2022 to October 7, 2025, sourced via the Open-Meteo Historical Weather API.

🔍 Key Features

  • Weather variables: air temperature, wind, humidity, precipitation, pressure
  • Location metadata: latitude, longitude, city name

Note on Missing Data:
Despite requests, all evapotranspiration field returned as entirely missing (NaN). This suggests limited availability of these variables through the current Open-Meteo API, even when using the ERA5 model.

Features

Feature Description
time Timestamp of observation (hourly, Europe/Budapest timezone)
temperature_2m Air temperature at 2 meters above ground level (°C)
precipitation Total precipitation (rain + snow) accumulated per hour (mm)
rain Rainfall amount per hour (mm)
surface_pressure Atmospheric pressure adjusted to surface level (hPa)
evapotranspiration Reference evapotranspiration rate (mm/hour)
relative_humidity_2m Relative humidity measured at 2 meters height (%)
dew_point_2m Dew point temperature at 2 meters (°C)
apparent_temperature "Feels like" temperature accounting for wind and humidity (°C)
wind_speed_10m Wind speed at 10 meters above ground (m/s)
wind_speed_100m Wind speed at 100 meters above ground (m/s)
wind_direction_10m Wind direction at 10 meters (degrees from north, 0–360°)
wind_direction_100m Wind direction at 100 meters (degrees from north)
wind_gusts_10m Maximum wind gust observed in the past hour at 10m (m/s)
county Administrative county (megye) in Hungary
latitude Latitude of the county centroid (WGS84)
longitude Longitude of the county centroid (WGS84)

Size

  • Total records: 656,640
  • Locations: all corner of the country
  • Time range: 2022-01-01 to 2025-010-7
  • Format: Parquet

Limitations

  • Soil moisture not available via Open-Meteo at time of access. So, I omited those features
  • Use only for non-commercial, educational, or research purposes.

How to Load in Python

from datasets import load_dataset

ds = load_dataset("MWasil/Hungary_weather_data_2022_2025")
df = ds["train"].to_pandas()
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