Datasets:
base_date large_stringclasses 1
value | base_time large_stringdate 0500-01-01 00:00:00 0500-01-01 00:00:00 | category large_stringclasses 14
values | forecast_date large_stringclasses 5
values | forecast_time large_stringclasses 24
values | forecast_value large_stringclasses 143
values | grid_x int64 55 55 | grid_y int64 127 127 |
|---|---|---|---|---|---|---|---|
20260101 | 0500 | TMP | 20260101 | 0600 | -11 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 0600 | 1.7 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 0600 | -2 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 0600 | 319 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 0600 | 2.7 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 0600 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 0600 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 0600 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 0600 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 0600 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 0600 | 50 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 0600 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 0700 | -11 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 0700 | 1.7 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 0700 | -1.9 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 0700 | 318 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 0700 | 2.6 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 0700 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 0700 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 0700 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 0700 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 0700 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 0700 | 50 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 0700 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 0800 | -11 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 0800 | 1.8 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 0800 | -1.8 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 0800 | 315 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 0800 | 2.6 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 0800 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 0800 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 0800 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 0800 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 0800 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 0800 | 50 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 0800 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 0900 | -10 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 0900 | 2.5 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 0900 | -2.9 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 0900 | 320 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 0900 | 3.9 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 0900 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 0900 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 0900 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 0900 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 0900 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 0900 | 45 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 0900 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 1000 | -9 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 1000 | 2.6 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 1000 | -3.7 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 1000 | 325 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 1000 | 4.6 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 1000 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 1000 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 1000 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 1000 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 1000 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 1000 | 35 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 1000 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 1100 | -7 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 1100 | 2.8 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 1100 | -3.8 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 1100 | 324 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 1100 | 4.8 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 1100 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 1100 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 1100 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 1100 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 1100 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 1100 | 35 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 1100 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 1200 | -6 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 1200 | 3 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 1200 | -3.8 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 1200 | 322 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 1200 | 4.9 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 1200 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 1200 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 1200 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 1200 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 1200 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 1200 | 30 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 1200 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 1300 | -5 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 1300 | 3.2 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 1300 | -3.9 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 1300 | 320 | 55 | 127 |
20260101 | 0500 | WSD | 20260101 | 1300 | 5.1 | 55 | 127 |
20260101 | 0500 | SKY | 20260101 | 1300 | 1 | 55 | 127 |
20260101 | 0500 | PTY | 20260101 | 1300 | 0 | 55 | 127 |
20260101 | 0500 | POP | 20260101 | 1300 | 0 | 55 | 127 |
20260101 | 0500 | WAV | 20260101 | 1300 | 0 | 55 | 127 |
20260101 | 0500 | PCP | 20260101 | 1300 | 강수없음 | 55 | 127 |
20260101 | 0500 | REH | 20260101 | 1300 | 25 | 55 | 127 |
20260101 | 0500 | SNO | 20260101 | 1300 | 적설없음 | 55 | 127 |
20260101 | 0500 | TMP | 20260101 | 1400 | -5 | 55 | 127 |
20260101 | 0500 | UUU | 20260101 | 1400 | 3.3 | 55 | 127 |
20260101 | 0500 | VVV | 20260101 | 1400 | -3.7 | 55 | 127 |
20260101 | 0500 | VEC | 20260101 | 1400 | 318 | 55 | 127 |
End of preview. Expand in Data Studio
Korea Short-Term Weather Forecast (단기예보)
Short-term weather forecast data from the Korea Meteorological Administration (기상청). Grid-based forecasts with multiple weather categories (temperature, precipitation, humidity, etc.).
Data sourced via the official data.go.kr API.
Dataset Summary
- Records: 907
- Features: 8
- Source: data.go.kr
- HuggingFace Repo: kpubdata/weather-village-forecast
Statistics
| Feature | Mean | Std | Min | Max |
|---|---|---|---|---|
grid_x |
55.00 | 0.00 | 55 | 55 |
grid_y |
127.00 | 0.00 | 127 | 127 |
Features
| Feature | Description |
|---|---|
base_date |
Base date of forecast (발표일자, YYYYMMDD) |
base_time |
Base time of forecast (발표시각, HHMM) |
category |
Weather category code (TMP=기온, POP=강수확률, etc.) |
forecast_date |
Forecast target date (예보일자) |
forecast_time |
Forecast target time (예보시각) |
forecast_value |
Forecast value (예보값) |
grid_x |
Grid X coordinate (격자 X) |
grid_y |
Grid Y coordinate (격자 Y) |
Sample Data
| base_date | base_time | category | forecast_date | forecast_time | forecast_value | grid_x | grid_y |
|---|---|---|---|---|---|---|---|
| 20260101 | 0500 | TMP | 20260101 | 0600 | -11 | 55 | 127 |
| 20260101 | 0500 | UUU | 20260101 | 0600 | 1.7 | 55 | 127 |
| 20260101 | 0500 | VVV | 20260101 | 0600 | -2 | 55 | 127 |
| 20260101 | 0500 | VEC | 20260101 | 0600 | 319 | 55 | 127 |
| 20260101 | 0500 | WSD | 20260101 | 0600 | 2.7 | 55 | 127 |
Usage
from datasets import load_dataset
ds = load_dataset("kpubdata/weather-village-forecast")
df = ds["train"].to_pandas()
print(df.head())
Source
This dataset was generated using kpubdata from public data APIs on data.go.kr.
데이터 출처: 기상청, 단기예보 조회서비스 (Korea Meteorological Administration — short-term forecast service) 원문: https://www.data.go.kr/data/15084084/openapi.do 이용허락범위: 공공누리 제1유형 (출처표시)
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