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Datasets:
kpubdata
/
seoul-apartment-trades

Tasks:
Tabular Regression
Modalities:
Tabular
Text
Formats:
parquet
Languages:
Korean
English
Size:
100K - 1M
Tags:
real-estate
housing-prices
korea
seoul
tabular
regression
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
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district_code
large_stringclasses
25 values
neighborhood
large_stringclasses
335 values
apartment_name
large_stringlengths
1
28
exclusive_area_m2
float64
10.2
317
floor
int64
-3
68
build_year
int64
1.96k
2.03k
deal_year
int64
2.02k
2.02k
deal_month
int64
1
12
deal_day
int64
1
31
deal_amount_10k_krw
int64
6k
2.5M
lot_number
large_stringlengths
1
8
registration_date
large_stringclasses
707 values
apartment_seq
large_stringlengths
7
11
deal_date
large_stringdate
2020-01-01 00:00:00
2024-12-31 00:00:00
11110
창신동
창신쌍용1
54.7
5
1,992
2,020
1
3
31,000
702
null
11110-37
2020-01-03
11110
평창동
삼성
84.93
6
1,998
2,020
1
13
53,000
596
null
11110-73
2020-01-13
11110
사직동
광화문스페이스본(106동)
163.33
2
2,008
2,020
1
2
162,000
9-1
null
11110-2204
2020-01-02
11110
명륜3가
한빛
59.73
4
1,999
2,020
1
10
34,500
1-30
null
11110-27
2020-01-10
11110
창신동
창신쌍용1
106.62
1
1,992
2,020
1
19
68,500
702
null
11110-37
2020-01-19
11110
창신동
덕산
59.28
3
1,999
2,020
1
21
25,500
639-50
null
11110-29
2020-01-21
11110
무악동
현대
60
3
2,000
2,020
1
18
79,000
82
null
11110-90
2020-01-18
11110
숭인동
종로센트레빌
84.92
11
2,008
2,020
1
18
84,500
2-1
null
11110-2224
2020-01-18
11110
창신동
덕산
59.22
2
1,999
2,020
1
9
33,000
639-50
null
11110-29
2020-01-09
11110
인의동
효성쥬얼리시티
106.81
11
2,006
2,020
1
30
84,800
48-2
null
11110-2155
2020-01-30
11110
명륜2가
아남1
84.9
12
1,995
2,020
1
23
89,000
4
null
11110-25
2020-01-23
11110
평창동
삼성
84.98
3
1,998
2,020
1
28
48,850
596
null
11110-73
2020-01-28
11110
숭인동
종로센트레빌
84.92
1
2,008
2,020
1
4
78,000
2-1
null
11110-2224
2020-01-04
11110
무악동
인왕산아이파크
84.858
11
2,008
2,020
1
18
116,500
60
null
11110-2212
2020-01-18
11110
평창동
롯데낙천대
84.82
11
2,001
2,020
1
4
64,200
72
null
11110-71
2020-01-04
11110
평창동
롯데낙천대
84.82
2
2,001
2,020
1
18
63,700
72
null
11110-71
2020-01-18
11110
명륜2가
아남1
84.9
5
1,995
2,020
1
18
89,800
4
null
11110-25
2020-01-18
11110
명륜2가
명륜동주상복합아남아파트
44.37
8
1,999
2,020
1
22
57,000
237
null
11110-26
2020-01-22
11110
무악동
현대
60
1
2,000
2,020
1
14
58,990
82
null
11110-90
2020-01-14
11110
창신동
두산
59.95
4
1,999
2,020
1
3
64,000
232
null
11110-34
2020-01-03
11110
평창동
삼성
59.97
10
1,998
2,020
1
18
40,500
596
null
11110-73
2020-01-18
11110
숭인동
종로동광모닝스카이
15.855
10
2,013
2,020
1
21
11,800
1421-1
null
11110-2343
2020-01-21
11110
숭인동
동문(비동,씨동)(494-0)
59.94
6
1,997
2,020
1
14
32,500
494
null
11110-45
2020-01-14
11110
숭인동
종로센트레빌
84.92
9
2,008
2,020
1
14
81,000
2-1
null
11110-2224
2020-01-14
11110
인의동
효성쥬얼리시티
84.7
12
2,006
2,020
1
15
72,000
48-2
null
11110-2155
2020-01-15
11110
숭인동
종로센트레빌
84.92
6
2,008
2,020
1
22
81,000
2-1
null
11110-2224
2020-01-22
11110
창신동
창신쌍용2
79.87
10
1,993
2,020
1
18
57,800
703
null
11110-91
2020-01-18
11110
홍파동
경희궁자이(2단지)
84.836
13
2,017
2,020
1
13
168,000
199
null
11110-2445
2020-01-13
11110
창신동
창신쌍용2
64.66
6
1,993
2,020
1
3
49,500
703
null
11110-91
2020-01-03
11110
창신동
창신쌍용2
54.7
5
1,993
2,020
1
18
44,500
703
null
11110-91
2020-01-18
11110
충신동
CS타워
21.94
8
2,011
2,020
1
18
17,600
62-2
null
11110-2291
2020-01-18
11110
숭인동
종로동광모닝스카이
15.855
10
2,013
2,020
1
31
14,900
1421-1
null
11110-2343
2020-01-31
11110
내수동
경희궁파크팰리스
148.09
8
2,003
2,020
1
20
149,000
95
null
11110-107
2020-01-20
11110
홍파동
경희궁자이(2단지)
101.991
7
2,017
2,020
1
6
197,500
199
null
11110-2445
2020-01-06
11110
창신동
창신쌍용2
64.66
6
1,993
2,020
1
30
48,500
703
null
11110-91
2020-01-30
11110
인의동
효성쥬얼리시티
84.7
14
2,006
2,020
1
12
69,000
48-2
null
11110-2155
2020-01-12
11110
창신동
창신쌍용2
79.87
3
1,993
2,020
1
3
51,000
703
null
11110-91
2020-01-03
11110
창신동
창신쌍용1
79.87
3
1,992
2,020
1
4
64,800
702
null
11110-37
2020-01-04
11110
창신동
창신쌍용1
79.87
13
1,992
2,020
1
18
59,000
702
null
11110-37
2020-01-18
11110
내수동
세종로대우
109.91
11
1,994
2,020
1
6
88,000
167
null
11110-14
2020-01-06
11110
창신동
창신쌍용2
64.66
4
1,993
2,020
1
29
46,700
703
null
11110-91
2020-01-29
11110
필운동
신동아블루아광화문의꿈
111.97
6
2,007
2,020
1
3
100,000
254
null
11110-2164
2020-01-03
11110
인의동
효성쥬얼리시티
84.7
8
2,006
2,020
1
10
52,000
48-2
null
11110-2155
2020-01-10
11110
창신동
창신쌍용1
79.87
6
1,992
2,020
1
22
60,000
702
null
11110-37
2020-01-22
11110
창신동
창신쌍용2
54.7
3
1,993
2,020
1
11
44,400
703
null
11110-91
2020-01-11
11110
구기동
마운틴뷰
73.39
5
2,019
2,020
1
9
57,000
125-5
null
11110-2502
2020-01-09
11110
효제동
포레스트힐시티
22.0584
9
2,017
2,020
1
10
25,000
65-2
null
11110-2440
2020-01-10
11110
창신동
동대문맨션
95.54
7
1,973
2,020
1
13
37,000
578-5
null
11110-31
2020-01-13
11110
연건동
이화에수풀
16.98
7
2,014
2,020
1
18
21,500
195-10
null
11110-2359
2020-01-18
11110
숭인동
종로센트레빌
59.92
4
2,008
2,020
1
9
69,500
2-1
null
11110-2224
2020-01-09
11110
숭인동
종로센트레빌
59.92
7
2,008
2,020
1
2
68,000
2-1
null
11110-2224
2020-01-02
11110
숭인동
종로센트레빌
59.92
10
2,008
2,020
1
8
68,500
2-1
null
11110-2224
2020-01-08
11110
창신동
창신쌍용1
79.87
11
1,992
2,020
1
20
68,000
702
null
11110-37
2020-01-20
11110
숭인동
종로동광모닝스카이
15.855
13
2,013
2,020
1
20
10,000
1421-1
null
11110-2343
2020-01-20
11110
숭인동
종로동광모닝스카이
15.855
16
2,013
2,020
1
20
10,000
1421-1
null
11110-2343
2020-01-20
11110
숭인동
종로동광모닝스카이
15.855
15
2,013
2,020
1
7
12,250
1421-1
null
11110-2343
2020-01-07
11110
창신동
창신쌍용2
79.87
14
1,993
2,020
1
17
56,700
703
null
11110-91
2020-01-17
11110
창신동
창신쌍용2
64.66
3
1,993
2,020
1
17
49,000
703
null
11110-91
2020-01-17
11110
행촌동
대성아파트
19.27
4
1,971
2,020
1
4
8,300
41-1
null
11110-52
2020-01-04
11110
평창동
롯데캐슬로잔
239.484
7
2,009
2,020
1
13
173,000
108
null
11110-2246
2020-01-13
11110
내수동
킹스매너
194.43
4
2,004
2,020
1
9
130,000
110-15
null
11110-118
2020-01-09
11110
숭인동
종로청계힐스테이트
114.7153
5
2,009
2,020
1
13
100,000
766
null
11110-2234
2020-01-13
11110
숭인동
롯데캐슬천지인
112.54
30
2,004
2,020
1
11
98,500
76
null
11110-152
2020-01-11
11110
창신동
창신쌍용1
54.7
2
1,992
2,020
1
9
49,400
702
null
11110-37
2020-01-09
11110
창신동
창신쌍용2
79.87
6
1,993
2,020
1
7
54,500
703
null
11110-91
2020-01-07
11110
평창동
삼성
59.97
12
1,998
2,020
2
18
39,000
596
null
11110-73
2020-02-18
11110
사직동
광화문스페이스본(101동~105동)
70.8
4
2,008
2,020
2
27
98,000
9
null
11110-2203
2020-02-27
11110
창신동
MID그린(8동)
59.94
4
2,002
2,020
2
13
28,000
602-1
null
11110-43
2020-02-13
11110
사직동
광화문스페이스본(101동~105동)
94.51
3
2,008
2,020
2
5
115,000
9
null
11110-2203
2020-02-05
11110
평창동
롯데낙천대
110.53
9
2,001
2,020
2
14
79,000
72
null
11110-71
2020-02-14
11110
평창동
삼성
84.93
2
1,998
2,020
2
17
49,800
596
null
11110-73
2020-02-17
11110
무악동
현대
84.92
11
2,000
2,020
2
29
94,990
82
null
11110-90
2020-02-29
11110
평창동
형우럭스빌(33-1)
128.26
6
2,005
2,020
2
17
70,000
33-1
null
11110-2073
2020-02-17
11110
무악동
현대
60
2
2,000
2,020
2
27
66,000
82
null
11110-90
2020-02-27
11110
내수동
세종로대우
66.96
12
1,994
2,020
2
20
61,500
167
null
11110-14
2020-02-20
11110
사직동
광화문스페이스본(101동~105동)
94.51
6
2,008
2,020
2
18
110,000
9
null
11110-2203
2020-02-18
11110
사직동
광화문스페이스본(101동~105동)
147.31
2
2,008
2,020
2
21
125,000
9
null
11110-2203
2020-02-21
11110
무악동
현대
84.92
14
2,000
2,020
2
15
87,700
82
null
11110-90
2020-02-15
11110
무악동
현대
60
9
2,000
2,020
2
28
70,990
82
null
11110-90
2020-02-28
11110
창신동
창신쌍용1
79.87
8
1,992
2,020
2
21
67,000
702
null
11110-37
2020-02-21
11110
익선동
운현신화타워
47.61
15
1,998
2,020
2
13
37,500
30-6
null
11110-16
2020-02-13
11110
명륜1가
렉스빌
115.79
6
2,006
2,020
2
7
87,000
19
null
11110-973
2020-02-07
11110
창신동
창신쌍용1
79.87
11
1,992
2,020
2
19
58,900
702
null
11110-37
2020-02-19
11110
창신동
창신쌍용2
54.7
1
1,993
2,020
2
14
41,700
703
null
11110-91
2020-02-14
11110
창신동
창신이수
120.84
6
2,003
2,020
2
27
89,000
23-816
null
11110-42
2020-02-27
11110
내수동
경희궁의아침2단지
124.17
15
2,004
2,020
2
25
139,000
71
null
11110-115
2020-02-25
11110
무악동
인왕산아이파크
84.858
3
2,008
2,020
2
22
119,500
60
null
11110-2212
2020-02-22
11110
창신동
창림
58.62
1
1,994
2,020
2
11
26,500
639-20
null
11110-111
2020-02-11
11110
무악동
인왕산아이파크
84.858
6
2,008
2,020
2
22
110,000
60
null
11110-2212
2020-02-22
11110
인의동
효성쥬얼리시티
84.7
8
2,006
2,020
2
24
73,000
48-2
null
11110-2155
2020-02-24
11110
익선동
현대뜨레비앙
48.54
6
2,003
2,020
2
29
31,500
55
null
11110-102
2020-02-29
11110
익선동
현대뜨레비앙
45.5
6
2,003
2,020
2
13
28,900
55
null
11110-102
2020-02-13
11110
숭인동
종로청계힐스테이트
84.9478
12
2,009
2,020
2
22
89,500
766
null
11110-2234
2020-02-22
11110
신영동
대아파크빌
59.22
13
1,998
2,020
2
11
38,000
254
null
11110-86
2020-02-11
11110
창신동
창신이수
84.5
6
2,003
2,020
2
19
67,300
23-816
null
11110-42
2020-02-19
11110
창신동
창신쌍용1
79.87
13
1,992
2,020
2
22
58,000
702
null
11110-37
2020-02-22
11110
창신동
창신쌍용2
64.66
3
1,993
2,020
2
27
50,000
703
null
11110-91
2020-02-27
11110
숭인동
오성
56.66
1
1,997
2,020
2
26
22,000
888
null
11110-49
2020-02-26
11110
숭인동
숭인모범105동
59.74
6
2,000
2,020
2
22
29,500
569-3
null
11110-136
2020-02-22
11110
숭인동
종로센트레빌
59.92
11
2,008
2,020
2
18
69,000
2-1
null
11110-2224
2020-02-18
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Seoul Apartment Trades (서울 아파트 매매 실거래가)

Real apartment sale transaction records in Seoul, South Korea, covering all 25 districts (gu) from January 2020 to December 2024 (60 months).

Sourced from the Ministry of Land, Infrastructure and Transport (MOLIT) via data.go.kr public data API.

Important: Text values (neighborhood, apartment_name) are in Korean. Column names are in English for global accessibility. Use district_code with the provided mapping table for district-level filtering.

The target variable for regression tasks is deal_amount_10k_krw (transaction price in units of 10,000 KRW).

Dataset Summary

Statistics

Feature Mean Std Min Max
exclusive_area_m2 74.93 30.91 10.156 317.36
floor 9.41 6.34 -3 68
build_year 2,002.16 10.75 1961 2025
deal_year 2,021.74 1.64 2020 2024
deal_month 6.25 3.16 1 12
deal_day 15.84 8.67 1 31
deal_amount_10k_krw 100,792.15 76,720.70 6000 2500000

Features

Feature Description
district_code 5-digit administrative district code (시군구코드)
neighborhood Legal neighborhood name in Korean (법정동명, e.g. 역삼동)
apartment_name Apartment complex name in Korean (아파트 단지명)
exclusive_area_m2 Exclusive use area in square meters (전용면적, m²)
floor Floor number of the traded unit (거래 층수)
build_year Year the building was constructed (건축년도)
deal_year Year of the transaction (거래년도)
deal_month Month of the transaction (거래월)
deal_day Day of the transaction (거래일)
deal_amount_10k_krw Transaction price in 10,000 KRW (거래금액, 만원 단위 — target variable)
lot_number Lot number / land parcel ID (지번)
deal_date Transaction date as YYYY-MM-DD string (거래일자, derived)
registration_date Registration date at registry office (등기일자). May be null for older records.
apartment_seq Unique apartment complex identifier (아파트 일련번호)

Sample Data

district_code neighborhood apartment_name exclusive_area_m2 floor build_year deal_year deal_month deal_day deal_amount_10k_krw lot_number registration_date apartment_seq deal_date
11110 창신동 창신쌍용1 54.7 5 1992 2020 1 3 31000 702 None 11110-37 2020-01-03
11110 평창동 삼성 84.93 6 1998 2020 1 13 53000 596 None 11110-73 2020-01-13
11110 사직동 광화문스페이스본(106동) 163.33 2 2008 2020 1 2 162000 9-1 None 11110-2204 2020-01-02
11110 명륜3가 한빛 59.73 4 1999 2020 1 10 34500 1-30 None 11110-27 2020-01-10
11110 창신동 창신쌍용1 106.62 1 1992 2020 1 19 68500 702 None 11110-37 2020-01-19

Usage 

from datasets import load_dataset

ds = load_dataset("kpubdata/seoul-apartment-trades")
df = ds["train"].to_pandas()
print(df.head())

Source

This dataset was generated using kpubdata from public data APIs on data.go.kr.

Legal & Attribution

This dataset uses "아파트매매 실거래 상세 자료" (Apartment Trade Detailed Data) published by the Ministry of Land, Infrastructure and Transport (국토교통부) under Korea Open Government License Type 1 (공공누리 제1유형).

Korean attribution (한국어 출처표시):

본 저작물은 '국토교통부'에서 작성하여 공공누리 제1유형으로 개방한 '아파트매매 실거래 상세 자료'를 이용하였으며, 해당 저작물은 '국토교통부, https://www.data.go.kr/data/15126468/openapi.do'에서 무료로 다운받으실 수 있습니다.

License: CC-BY-4.0 Original source: https://www.data.go.kr/data/15126468/openapi.do 공공누리 정보: https://www.kogl.or.kr/info/licenseType1.do
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