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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

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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