Overview

Dataset statistics

Number of variables8
Number of observations114
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.4 KiB
Average record size in memory66.2 B

Variable types

Numeric1
Categorical6
DateTime1

Dataset

Description국립소록도병원에서 보유중인 미술품 정보로 관리번호, 작품명, 작가명, ,예술품 구분, 크기, 취득일, 게시장소, 상태 등을 제공합니다.
Author보건복지부
URLhttps://www.data.go.kr/data/15075549/fileData.do

Alerts

상태 has constant value ""Constant
관리번호 is highly overall correlated with 크기High correlation
작품명 is highly overall correlated with 크기High correlation
작가명 is highly overall correlated with 크기 and 1 other fieldsHigh correlation
예술품구분 is highly overall correlated with 크기High correlation
크기 is highly overall correlated with 관리번호 and 3 other fieldsHigh correlation
게시장소 is highly overall correlated with 작가명High correlation
관리번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 20:23:02.848679
Analysis finished2023-12-12 20:23:03.754894
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct114
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.429825
Minimum1
Maximum151
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T05:23:03.831638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile6.65
Q129.25
median60.5
Q394.5
95-th percentile139.7
Maximum151
Range150
Interquartile range (IQR)65.25

Descriptive statistics

Standard deviation42.008842
Coefficient of variation (CV)0.65200926
Kurtosis-0.89895904
Mean64.429825
Median Absolute Deviation (MAD)32.5
Skewness0.38873704
Sum7345
Variance1764.7428
MonotonicityStrictly increasing
2023-12-13T05:23:04.010883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.9%
97 1
 
0.9%
93 1
 
0.9%
91 1
 
0.9%
89 1
 
0.9%
87 1
 
0.9%
85 1
 
0.9%
83 1
 
0.9%
82 1
 
0.9%
81 1
 
0.9%
Other values (104) 104
91.2%
ValueCountFrequency (%)
1 1
0.9%
2 1
0.9%
3 1
0.9%
4 1
0.9%
5 1
0.9%
6 1
0.9%
7 1
0.9%
8 1
0.9%
9 1
0.9%
10 1
0.9%
ValueCountFrequency (%)
151 1
0.9%
149 1
0.9%
147 1
0.9%
145 1
0.9%
143 1
0.9%
141 1
0.9%
139 1
0.9%
137 1
0.9%
135 1
0.9%
133 1
0.9%

작품명
Categorical

HIGH CORRELATION 

Distinct46
Distinct (%)40.4%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
미상
60 
농촌
 
3
전라도길
 
2
보리피리
 
2
애염가
 
2
Other values (41)
45 

Length

Max length9
Median length2
Mean length2.7807018
Min length1

Unique

Unique37 ?
Unique (%)32.5%

Sample

1st row세종 나병어록 중
2nd row미상
3rd row어머니
4th row미상
5th row미상

Common Values

ValueCountFrequency (%)
미상 60
52.6%
농촌 3
 
2.6%
전라도길 2
 
1.8%
보리피리 2
 
1.8%
애염가 2
 
1.8%
어머니 2
 
1.8%
생명의노래 2
 
1.8%
모란 2
 
1.8%
추야원한 2
 
1.8%
금강산 동석동 1
 
0.9%
Other values (36) 36
31.6%

Length

2023-12-13T05:23:04.234730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
미상 60
49.6%
농촌 3
 
2.5%
전라도길 2
 
1.7%
보리피리 2
 
1.7%
애염가 2
 
1.7%
어머니 2
 
1.7%
생명의노래 2
 
1.7%
모란 2
 
1.7%
추야원한 2
 
1.7%
중 1
 
0.8%
Other values (43) 43
35.5%

작가명
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)28.9%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
김용배
34 
미상
26 
쌍산 김동욱
23 
도봉
 
2
운현
 
1
Other values (28)
28 

Length

Max length6
Median length3
Mean length3.2017544
Min length2

Unique

Unique29 ?
Unique (%)25.4%

Sample

1st row구철우
2nd row남롱
3rd row미상
4th row승암
5th row고은아

Common Values

ValueCountFrequency (%)
김용배 34
29.8%
미상 26
22.8%
쌍산 김동욱 23
20.2%
도봉 2
 
1.8%
운현 1
 
0.9%
소경 1
 
0.9%
현정 1
 
0.9%
우간 1
 
0.9%
송운 1
 
0.9%
유산 1
 
0.9%
Other values (23) 23
20.2%

Length

2023-12-13T05:23:04.442533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
김용배 34
24.8%
미상 26
19.0%
쌍산 23
16.8%
김동욱 23
16.8%
도봉 2
 
1.5%
유락길 1
 
0.7%
민효실 1
 
0.7%
안재국 1
 
0.7%
문병귀 1
 
0.7%
박명복 1
 
0.7%
Other values (24) 24
17.5%

예술품구분
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
서예
57 
한국화
39 
서양화
10 
사진
7 
조각
 
1

Length

Max length3
Median length2
Mean length2.4298246
Min length2

Unique

Unique1 ?
Unique (%)0.9%

Sample

1st row서예
2nd row한국화
3rd row서양화
4th row서예
5th row서양화

Common Values

ValueCountFrequency (%)
서예 57
50.0%
한국화 39
34.2%
서양화 10
 
8.8%
사진 7
 
6.1%
조각 1
 
0.9%

Length

2023-12-13T05:23:04.612156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:23:04.731776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서예 57
50.0%
한국화 39
34.2%
서양화 10
 
8.8%
사진 7
 
6.1%
조각 1
 
0.9%

크기
Categorical

HIGH CORRELATION 

Distinct46
Distinct (%)40.4%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
150*90
17 
59*45
15 
85*85
11 
35*45
7 
57*50
 
5
Other values (41)
59 

Length

Max length8
Median length5
Mean length5.4736842
Min length5

Unique

Unique31 ?
Unique (%)27.2%

Sample

1st row52*148cm
2nd row46*62cm
3rd row68*155
4th row46*153cm
5th row80*70

Common Values

ValueCountFrequency (%)
150*90 17
 
14.9%
59*45 15
 
13.2%
85*85 11
 
9.6%
35*45 7
 
6.1%
57*50 5
 
4.4%
50*135 4
 
3.5%
135*18 3
 
2.6%
36*36 3
 
2.6%
45*35 3
 
2.6%
25*20 3
 
2.6%
Other values (36) 43
37.7%

Length

2023-12-13T05:23:04.868087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
150*90 17
 
14.9%
59*45 15
 
13.2%
85*85 11
 
9.6%
35*45 7
 
6.1%
57*50 5
 
4.4%
50*135 4
 
3.5%
45*35 3
 
2.6%
25*20 3
 
2.6%
135*19 3
 
2.6%
36*36 3
 
2.6%
Other values (36) 43
37.7%

취득일
Date

Distinct16
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
Minimum1988-05-15 00:00:00
Maximum2014-10-14 00:00:00
2023-12-13T05:23:04.991712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:23:05.106447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)

게시장소
Categorical

HIGH CORRELATION 

Distinct48
Distinct (%)42.1%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
보급계
23 
시설1보관
17 
시설1 보관
15 
원장실
6 
의료부장실
 
4
Other values (43)
49 

Length

Max length14
Median length11
Mean length4.9736842
Min length3

Unique

Unique39 ?
Unique (%)34.2%

Sample

1st row원장실
2nd row원장실
3rd row2층복도
4th row의료부장실
5th row간호과

Common Values

ValueCountFrequency (%)
보급계 23
20.2%
시설1보관 17
14.9%
시설1 보관 15
 
13.2%
원장실 6
 
5.3%
의료부장실 4
 
3.5%
간호과 3
 
2.6%
2층 복도 3
 
2.6%
양지 2동 현관 2
 
1.8%
원생 자치회장실 2
 
1.8%
직원식당 1
 
0.9%
Other values (38) 38
33.3%

Length

2023-12-13T05:23:05.243789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
보급계 23
 
14.2%
시설1보관 17
 
10.5%
보관 16
 
9.9%
시설1 15
 
9.3%
복도 8
 
4.9%
원장실 6
 
3.7%
2층 6
 
3.7%
의료부장실 4
 
2.5%
현관 4
 
2.5%
1층 4
 
2.5%
Other values (48) 59
36.4%

상태
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
양호
114 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row양호
2nd row양호
3rd row양호
4th row양호
5th row양호

Common Values

ValueCountFrequency (%)
양호 114
100.0%

Length

2023-12-13T05:23:05.363739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:23:05.490881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양호 114
100.0%

Interactions

2023-12-13T05:23:03.424891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:23:05.572718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호작품명작가명예술품구분크기취득일게시장소
관리번호1.0000.8580.7580.8220.9320.8380.850
작품명0.8581.0000.0000.8410.9920.7760.000
작가명0.7580.0001.0000.7110.9750.9450.984
예술품구분0.8220.8410.7111.0000.9890.9150.720
크기0.9320.9920.9750.9891.0000.9670.639
취득일0.8380.7760.9450.9150.9671.0000.916
게시장소0.8500.0000.9840.7200.6390.9161.000
2023-12-13T05:23:05.687888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작가명게시장소크기작품명예술품구분
작가명1.0000.6240.5710.0000.369
게시장소0.6241.0000.1270.0000.329
크기0.5710.1271.0000.6070.732
작품명0.0000.0000.6071.0000.451
예술품구분0.3690.3290.7320.4511.000
2023-12-13T05:23:05.784335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호작품명작가명예술품구분크기게시장소
관리번호1.0000.4150.3260.4620.5110.361
작품명0.4151.0000.0000.4510.6070.000
작가명0.3260.0001.0000.3690.5710.624
예술품구분0.4620.4510.3691.0000.7320.329
크기0.5110.6070.5710.7321.0000.127
게시장소0.3610.0000.6240.3290.1271.000

Missing values

2023-12-13T05:23:03.564972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:23:03.699864image/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

관리번호작품명작가명예술품구분크기취득일게시장소상태
01세종 나병어록 중구철우서예52*148cm1988-05-15원장실양호
12미상남롱한국화46*62cm1988-05-15원장실양호
23어머니미상서양화68*1551988-05-152층복도양호
34미상승암서예46*153cm1988-05-15의료부장실양호
45미상고은아서양화80*701994-03-20간호과양호
56미상정신숙서예53*1521994-03-20간호과양호
67미상김금석한국화62*681994-03-20의료부장실양호
78백두산천지미상사진110*622005-01-17원장 부속실양호
89촉석루미상한국화60*801988-05-15서무과양호
910미상청강서예45*1501988-05-15치료본관 1층 휴계실양호
관리번호작품명작가명예술품구분크기취득일게시장소상태
104133인골적김용배서예24*952014-10-14시설1보관양호
105135어머니김용배서예35*452014-10-14시설1 보관양호
106137나혼유한김용배서예36*362014-10-14시설1보관양호
107139애염가김용배서예135*192014-10-14시설1보관양호
108141비오는길김용배서예35*452014-10-14시설1보관양호
109143추우일기김용배서예21*842014-10-14시설1보관양호
110145봄김용배서예135*182014-10-14시설1보관양호
111147청지유정김용배서예70*292014-10-14시설1보관양호
112149여수김용배서예135*182014-10-14시설1보관양호
113151생명의노래김용배서예35*452014-10-14시설1보관양호