Overview

Dataset statistics

Number of variables9
Number of observations99
Missing cells102
Missing cells (%)11.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.3 KiB
Average record size in memory75.3 B

Variable types

Numeric1
Categorical5
Text1
DateTime1
Unsupported1

Dataset

Description경상남도 하동군에 있는 문화재 (연번, 분류별, 구분, 주소, 지정일, 문의기관, 전화번호 등)의 정보를 제공하고 있습니다
Author경상남도 하동군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15085335

Alerts

문의기관 is highly overall correlated with 주소 and 1 other fieldsHigh correlation
전화번호 is highly overall correlated with 주소 and 1 other fieldsHigh correlation
연번 is highly overall correlated with 분류별High correlation
분류별 is highly overall correlated with 연번High correlation
주소 is highly overall correlated with 문의기관 and 1 other fieldsHigh correlation
지정일 has 3 (3.0%) missing valuesMissing
비고 has 99 (100.0%) missing valuesMissing
연번 has unique valuesUnique
구분 has unique valuesUnique
비고 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 23:10:13.961684
Analysis finished2023-12-10 23:10:14.894225
Duration0.93 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct99
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean50
Minimum1
Maximum99
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1023.0 B
2023-12-11T08:10:15.242404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.9
Q125.5
median50
Q374.5
95-th percentile94.1
Maximum99
Range98
Interquartile range (IQR)49

Descriptive statistics

Standard deviation28.722813
Coefficient of variation (CV)0.57445626
Kurtosis-1.2
Mean50
Median Absolute Deviation (MAD)25
Skewness0
Sum4950
Variance825
MonotonicityStrictly increasing
2023-12-11T08:10:15.401742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
64 1
 
1.0%
74 1
 
1.0%
73 1
 
1.0%
72 1
 
1.0%
71 1
 
1.0%
70 1
 
1.0%
69 1
 
1.0%
68 1
 
1.0%
67 1
 
1.0%
Other values (89) 89
89.9%
ValueCountFrequency (%)
1 1
1.0%
2 1
1.0%
3 1
1.0%
4 1
1.0%
5 1
1.0%
6 1
1.0%
7 1
1.0%
8 1
1.0%
9 1
1.0%
10 1
1.0%
ValueCountFrequency (%)
99 1
1.0%
98 1
1.0%
97 1
1.0%
96 1
1.0%
95 1
1.0%
94 1
1.0%
93 1
1.0%
92 1
1.0%
91 1
1.0%
90 1
1.0%

분류별
Categorical

HIGH CORRELATION 

Distinct29
Distinct (%)29.3%
Missing0
Missing (%)0.0%
Memory size924.0 B
사찰본
16 
불화
13 
불상
10 
생물상
6 
사우
5 
Other values (24)
49 

Length

Max length5
Median length2
Mean length2.4040404
Min length1

Unique

Unique12 ?
Unique (%)12.1%

Sample

1st row건물지
2nd row고생물
3rd row누각
4th row누각
5th row당우

Common Values

ValueCountFrequency (%)
사찰본 16
16.2%
불화 13
13.1%
불상 10
 
10.1%
생물상 6
 
6.1%
사우 5
 
5.1%
불전 5
 
5.1%
초상화 4
 
4.0%
사찰 4
 
4.0%
탑 4
 
4.0%
문 3
 
3.0%
Other values (19) 29
29.3%

Length

2023-12-11T08:10:15.577899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
사찰본 16
16.2%
불화 13
13.1%
불상 10
 
10.1%
생물상 6
 
6.1%
사우 5
 
5.1%
불전 5
 
5.1%
초상화 4
 
4.0%
사찰 4
 
4.0%
탑 4
 
4.0%
문 3
 
3.0%
Other values (19) 29
29.3%

구분
Text

UNIQUE 

Distinct99
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size924.0 B
2023-12-11T08:10:15.871213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length17
Mean length10.707071
Min length3

Characters and Unicode

Total characters1060
Distinct characters173
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique99 ?
Unique (%)100.0%

Sample

1st row하동 칠불사 아자방지
2nd row하동 중평리 장구섬 화석산지
3rd row악양정
4th row청학루
5th row쌍계사 적묵당
ValueCountFrequency (%)
하동 82
29.2%
쌍계사 29
 
10.3%
법성선원 9
 
3.2%
청계사 6
 
2.1%
초상 3
 
1.1%
팔상전 3
 
1.1%
경천묘 2
 
0.7%
금남사 2
 
0.7%
청룡리 2
 
0.7%
대웅전 2
 
0.7%
Other values (129) 141
50.2%
2023-12-11T08:10:16.303674image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
182
 
17.2%
동 91
 
8.6%
하 86
 
8.1%
사 57
 
5.4%
계 36
 
3.4%
쌍 30
 
2.8%
상 21
 
2.0%
리 16
 
1.5%
성 16
 
1.5%
불 14
 
1.3%
Other values (163) 511
48.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 878
82.8%
Space Separator 182
 
17.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 91
 
10.4%
하 86
 
9.8%
사 57
 
6.5%
계 36
 
4.1%
쌍 30
 
3.4%
상 21
 
2.4%
리 16
 
1.8%
성 16
 
1.8%
불 14
 
1.6%
원 14
 
1.6%
Other values (162) 497
56.6%
Space Separator
ValueCountFrequency (%)
182
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 878
82.8%
Common 182
 
17.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 91
 
10.4%
하 86
 
9.8%
사 57
 
6.5%
계 36
 
4.1%
쌍 30
 
3.4%
상 21
 
2.4%
리 16
 
1.8%
성 16
 
1.8%
불 14
 
1.6%
원 14
 
1.6%
Other values (162) 497
56.6%
Common
ValueCountFrequency (%)
182
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 878
82.8%
ASCII 182
 
17.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
182
100.0%
Hangul
ValueCountFrequency (%)
동 91
 
10.4%
하 86
 
9.8%
사 57
 
6.5%
계 36
 
4.1%
쌍 30
 
3.4%
상 21
 
2.4%
리 16
 
1.8%
성 16
 
1.8%
불 14
 
1.6%
원 14
 
1.6%
Other values (162) 497
56.6%

주소
Categorical

HIGH CORRELATION 

Distinct49
Distinct (%)49.5%
Missing0
Missing (%)0.0%
Memory size924.0 B
화개면 쌍계사길 59
29 
옥종면 고무능골길 63-45
9 
옥종면 안계길 67-182
6 
청암면 청암몰길 25
 
4
금남면 경충로 503-14
 
2
Other values (44)
49 

Length

Max length21
Median length16
Mean length12.474747
Min length9

Unique

Unique39 ?
Unique (%)39.4%

Sample

1st row화개면 범왕길 528
2nd row금남면 중평리 산6
3rd row화개면 상덕길 21
4th row화개면 쌍계사길 59
5th row화개면 쌍계사길 59

Common Values

ValueCountFrequency (%)
화개면 쌍계사길 59 29
29.3%
옥종면 고무능골길 63-45 9
 
9.1%
옥종면 안계길 67-182 6
 
6.1%
청암면 청암몰길 25 4
 
4.0%
금남면 경충로 503-14 2
 
2.0%
옥종면 옥산서원길 61-7 2
 
2.0%
금남면 중평리 산100-3 2
 
2.0%
양보면 궁단로 219-7 2
 
2.0%
금남면 금정길 113-1 2
 
2.0%
화개면 범왕길 528 2
 
2.0%
Other values (39) 39
39.4%

Length

2023-12-11T08:10:16.480115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화개면 37
 
12.4%
쌍계사길 29
 
9.7%
59 29
 
9.7%
옥종면 27
 
9.1%
고무능골길 9
 
3.0%
63-45 9
 
3.0%
악양면 8
 
2.7%
금남면 8
 
2.7%
안계길 7
 
2.3%
67-182 6
 
2.0%
Other values (96) 129
43.3%

수량
Categorical

Distinct36
Distinct (%)36.4%
Missing0
Missing (%)0.0%
Memory size924.0 B
1동
20 
1기
9 
1책
9 
1점
7 
1폭
6 
Other values (31)
48 

Length

Max length8
Median length2
Mean length2.5656566
Min length2

Unique

Unique21 ?
Unique (%)21.2%

Sample

1st row1동
2nd row1필지
3rd row1동
4th row1동
5th row1동

Common Values

ValueCountFrequency (%)
1동 20
20.2%
1기 9
 
9.1%
1책 9
 
9.1%
1점 7
 
7.1%
1폭 6
 
6.1%
1주 5
 
5.1%
1구 4
 
4.0%
1좌 3
 
3.0%
<NA> 3
 
3.0%
3필지 2
 
2.0%
Other values (26) 31
31.3%

Length

2023-12-11T08:10:16.641268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1동 20
19.6%
1책 10
 
9.8%
1기 9
 
8.8%
1점 7
 
6.9%
1폭 6
 
5.9%
1주 5
 
4.9%
1구 4
 
3.9%
1좌 3
 
2.9%
na 3
 
2.9%
5동 2
 
2.0%
Other values (27) 33
32.4%

지정일
Date

MISSING 

Distinct47
Distinct (%)49.0%
Missing3
Missing (%)3.0%
Memory size924.0 B
Minimum1962-12-20 00:00:00
Maximum2018-06-21 00:00:00
2023-12-11T08:10:16.778055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:10:16.915824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)

문의기관
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)23.2%
Missing0
Missing (%)0.0%
Memory size924.0 B
관광진흥과
40 
매표소
24 
하동군청
9 
경주김씨문중
 
4
임천조씨 지족당 공파종중
 
2
Other values (18)
20 

Length

Max length13
Median length11
Mean length4.7474747
Min length3

Unique

Unique16 ?
Unique (%)16.2%

Sample

1st row칠불사
2nd row하동군청
3rd row악양정유계
4th row매표소
5th row매표소

Common Values

ValueCountFrequency (%)
관광진흥과 40
40.4%
매표소 24
24.2%
하동군청 9
 
9.1%
경주김씨문중 4
 
4.0%
임천조씨 지족당 공파종중 2
 
2.0%
진양하씨문중 2
 
2.0%
경충사유지관리위원회 2
 
2.0%
연일정씨문중 1
 
1.0%
악양정유계 1
 
1.0%
한산사 1
 
1.0%
Other values (13) 13
 
13.1%

Length

2023-12-11T08:10:17.046214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
관광진흥과 40
38.1%
매표소 24
22.9%
하동군청 9
 
8.6%
경주김씨문중 4
 
3.8%
공파종중 2
 
1.9%
진양하씨문중 2
 
1.9%
경충사유지관리위원회 2
 
1.9%
지족당 2
 
1.9%
임천조씨 2
 
1.9%
진양강씨문중 1
 
1.0%
Other values (17) 17
16.2%

전화번호
Categorical

HIGH CORRELATION 

Distinct22
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size924.0 B
055-880-2651
40 
055-883-7019
24 
055-880-2339
10 
055-882-5917
 
4
055-883-1901
 
2
Other values (17)
19 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique15 ?
Unique (%)15.2%

Sample

1st row055-883-1869
2nd row055-880-2339
3rd row055-883-2425
4th row055-883-7019
5th row055-883-7019

Common Values

ValueCountFrequency (%)
055-880-2651 40
40.4%
055-883-7019 24
24.2%
055-880-2339 10
 
10.1%
055-882-5917 4
 
4.0%
055-883-1901 2
 
2.0%
055-745-0666 2
 
2.0%
055-882-3733 2
 
2.0%
055-882-7557 1
 
1.0%
055-883-2425 1
 
1.0%
055-883-3379 1
 
1.0%
Other values (12) 12
 
12.1%

Length

2023-12-11T08:10:17.169645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
055-880-2651 40
40.4%
055-883-7019 24
24.2%
055-880-2339 10
 
10.1%
055-882-5917 4
 
4.0%
055-883-1901 2
 
2.0%
055-745-0666 2
 
2.0%
055-882-3733 2
 
2.0%
055-882-9404 1
 
1.0%
055-883-1869 1
 
1.0%
055-880-6298 1
 
1.0%
Other values (12) 12
 
12.1%

비고
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing99
Missing (%)100.0%
Memory size1023.0 B

Interactions

2023-12-11T08:10:14.612669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:10:17.242114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번분류별구분주소수량지정일문의기관전화번호
연번1.0000.9571.0000.8560.8550.8680.6070.550
분류별0.9571.0001.0000.9330.8960.9110.9150.898
구분1.0001.0001.0001.0001.0001.0001.0001.000
주소0.8560.9331.0001.0000.9350.9850.9940.995
수량0.8550.8961.0000.9351.0000.8790.7470.767
지정일0.8680.9111.0000.9850.8791.0000.9540.968
문의기관0.6070.9151.0000.9940.7470.9541.0000.998
전화번호0.5500.8981.0000.9950.7670.9680.9981.000
2023-12-11T08:10:17.351306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주소문의기관분류별수량전화번호
주소1.0000.7200.3910.3900.731
문의기관0.7201.0000.4760.2390.963
분류별0.3910.4761.0000.3880.443
수량0.3900.2390.3881.0000.254
전화번호0.7310.9630.4430.2541.000
2023-12-11T08:10:17.458457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번분류별주소수량문의기관전화번호
연번1.0000.6680.3690.4230.2380.207
분류별0.6681.0000.3910.3880.4760.443
주소0.3690.3911.0000.3900.7200.731
수량0.4230.3880.3901.0000.2390.254
문의기관0.2380.4760.7200.2391.0000.963
전화번호0.2070.4430.7310.2540.9631.000

Missing values

2023-12-11T08:10:14.717618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:10:14.846144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번분류별구분주소수량지정일문의기관전화번호비고
01건물지하동 칠불사 아자방지화개면 범왕길 5281동1976-12-20칠불사055-883-1869<NA>
12고생물하동 중평리 장구섬 화석산지금남면 중평리 산61필지2007-05-07하동군청055-880-2339<NA>
23누각악양정화개면 상덕길 211동1995-05-02악양정유계055-883-2425<NA>
34누각청학루화개면 쌍계사길 591동1983-08-06매표소055-883-7019<NA>
45당우쌍계사 적묵당화개면 쌍계사길 591동1983-08-06매표소055-883-7019<NA>
56당우하동 쌍계사 설선당화개면 쌍계사길 591동1985-11-14매표소055-883-7019<NA>
67도자기가마하동 백련리 도요지진교면 백련리 산26-33필지1974-12-28관광진흥과055-880-2651<NA>
78도자기가마하동 서황리 백자요지북천면 서황리 2321필지2007-06-28하동군청055-880-2339<NA>
89명부상하동 쌍계사 목조사천왕상화개면 쌍계사길 594구2004-10-21매표소055-883-7019<NA>
910문하동 쌍계사 금강문화개면 쌍계사길 591동1974-12-28매표소055-883-7019<NA>
연번분류별구분주소수량지정일문의기관전화번호비고
8990주거지하동 동매리 김씨고가악양면 동매길 9-15동2009-04-02김의현외 5인055-884-6259<NA>
9091초상화하동 경천묘 경순왕 어진청암면 청암몰길 251점2008-10-30경주김씨문중055-882-5917<NA>
9192초상화하동 금남사 이색 초상청암면 청암몰길 251점1983-08-06경주김씨문중055-882-5917<NA>
9293초상화하동 운암영당 최익현 초상양보면 궁단로 219-71폭2010-10-07관광진흥과055-880-2651<NA>
9394초상화하동 운암영당 최치원 초상양보면 궁단로 219-71점1979-12-29관광진흥과055-880-2651<NA>
9495탑진교리 삼층석탑진교면 민다리안길 621기1974-12-28진교면사무소055-880-6298<NA>
9596탑하동 쌍계사 팔영루화개면 쌍계사길 591동1983-08-06매표소055-883-7019<NA>
9697탑하동 쌍계사 승탑화개면 목압길 1031기1963-01-21매표소055-883-7019<NA>
9798탑하동 탑리 삼층석탑화개면 원탑2길 41기1974-12-28화개우체국055-880-2339<NA>
9899향교하동향교하동읍 향교2길 1-1510동1983-08-06하동향교055-884-3191<NA>