Overview

Dataset statistics

Number of variables6
Number of observations98
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.8 KiB
Average record size in memory50.3 B

Variable types

Numeric1
Categorical4
DateTime1

Dataset

Description인천광역시 남동구 정신보건법위반기관지도점검결과에 대한 데이터로 연번, 유형, 점검대상, 점검일시, 위반사항, 데이터기준일자 항목을 제공합니다.
Author인천광역시 남동구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15087571&srcSe=7661IVAWM27C61E190

Alerts

데이터기준일자 has constant value ""Constant
유형 is highly overall correlated with 점검대상High correlation
점검대상 is highly overall correlated with 유형High correlation
위반사항(위반법규) is highly imbalanced (85.8%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2024-03-18 05:59:26.679792
Analysis finished2024-03-18 05:59:29.013336
Duration2.33 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct98
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.5
Minimum1
Maximum98
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1014.0 B
2024-03-18T14:59:29.114377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.85
Q125.25
median49.5
Q373.75
95-th percentile93.15
Maximum98
Range97
Interquartile range (IQR)48.5

Descriptive statistics

Standard deviation28.434134
Coefficient of variation (CV)0.57442696
Kurtosis-1.2
Mean49.5
Median Absolute Deviation (MAD)24.5
Skewness0
Sum4851
Variance808.5
MonotonicityStrictly increasing
2024-03-18T14:59:29.284476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.0%
75 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%
66 1
 
1.0%
Other values (88) 88
89.8%
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 (%)
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%
89 1
1.0%

유형
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Memory size916.0 B
정신의료기관
64 
정신재활시설
15 
정신건강증진기관
14 
정신사회
 
3
중독관리 통합지원센터
 
1

Length

Max length11
Median length6
Mean length6.2959184
Min length4

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
정신의료기관 64
65.3%
정신재활시설 15
 
15.3%
정신건강증진기관 14
 
14.3%
정신사회 3
 
3.1%
중독관리 통합지원센터 1
 
1.0%
정신건강복지센터 1
 
1.0%

Length

2024-03-18T14:59:29.447636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T14:59:29.657825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정신의료기관 64
64.6%
정신재활시설 15
 
15.2%
정신건강증진기관 14
 
14.1%
정신사회 3
 
3.0%
중독관리 1
 
1.0%
통합지원센터 1
 
1.0%
정신건강복지센터 1
 
1.0%

점검대상
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size916.0 B
의료법인 정진의료재단 영화병원
12 
새희망병원
11 
예인병원
11 
길병원
11 
행복드림의원
8 
Other values (8)
45 

Length

Max length16
Median length11
Mean length7.2959184
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row의료법인 정진의료재단 영화병원
2nd row의료법인 정진의료재단 영화병원
3rd row의료법인 정진의료재단 영화병원
4th row행복드림의원
5th row행복드림의원

Common Values

ValueCountFrequency (%)
의료법인 정진의료재단 영화병원 12
12.2%
새희망병원 11
11.2%
예인병원 11
11.2%
길병원 11
11.2%
행복드림의원 8
8.2%
인천정병원 8
8.2%
남동구정신건강복지센터 8
8.2%
남동구중독관리통합지원센터 8
8.2%
그루터기 7
7.1%
마음자리 7
7.1%
Other values (3) 7
7.1%

Length

2024-03-18T14:59:29.821034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
의료법인 12
9.8%
정진의료재단 12
9.8%
영화병원 12
9.8%
새희망병원 11
8.9%
예인병원 11
8.9%
길병원 11
8.9%
행복드림의원 8
 
6.5%
인천정병원 8
 
6.5%
남동구정신건강복지센터 8
 
6.5%
남동구중독관리통합지원센터 8
 
6.5%
Other values (5) 22
17.9%

점검일시
Date

Distinct64
Distinct (%)65.3%
Missing0
Missing (%)0.0%
Memory size916.0 B
Minimum2016-02-02 00:00:00
Maximum2022-12-27 00:00:00
2024-03-18T14:59:29.970946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-18T14:59:30.126938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

위반사항(위반법규)
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size916.0 B
위반사항 발견치 못함
95 
보호의무자 동의입원 서류 미비(정신보건법 제24조)
 
2
개방병동을 폐쇄병동으로 운영(정신보건법 제12조)
 
1

Length

Max length28
Median length11
Mean length11.510204
Min length11

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row개방병동을 폐쇄병동으로 운영(정신보건법 제12조)
2nd row위반사항 발견치 못함
3rd row위반사항 발견치 못함
4th row보호의무자 동의입원 서류 미비(정신보건법 제24조)
5th row위반사항 발견치 못함

Common Values

ValueCountFrequency (%)
위반사항 발견치 못함 95
96.9%
보호의무자 동의입원 서류 미비(정신보건법 제24조) 2
 
2.0%
개방병동을 폐쇄병동으로 운영(정신보건법 제12조) 1
 
1.0%

Length

2024-03-18T14:59:30.277562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T14:59:30.397503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
위반사항 95
31.8%
발견치 95
31.8%
못함 95
31.8%
보호의무자 2
 
0.7%
동의입원 2
 
0.7%
서류 2
 
0.7%
미비(정신보건법 2
 
0.7%
제24조 2
 
0.7%
개방병동을 1
 
0.3%
폐쇄병동으로 1
 
0.3%
Other values (2) 2
 
0.7%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size916.0 B
2023-05-26
98 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-05-26
2nd row2023-05-26
3rd row2023-05-26
4th row2023-05-26
5th row2023-05-26

Common Values

ValueCountFrequency (%)
2023-05-26 98
100.0%

Length

2024-03-18T14:59:30.512827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T14:59:30.614185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-05-26 98
100.0%

Interactions

2024-03-18T14:59:28.448198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-18T14:59:30.679222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유형점검대상점검일시위반사항(위반법규)
연번1.0000.3890.0000.9450.355
유형0.3891.0000.9130.8250.000
점검대상0.0000.9131.0000.8020.000
점검일시0.9450.8250.8021.0001.000
위반사항(위반법규)0.3550.0000.0001.0001.000
2024-03-18T14:59:30.785993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
점검대상위반사항(위반법규)유형
점검대상1.0000.0000.727
위반사항(위반법규)0.0001.0000.000
유형0.7270.0001.000
2024-03-18T14:59:30.884624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번유형점검대상위반사항(위반법규)
연번1.0000.2100.0000.217
유형0.2101.0000.7270.000
점검대상0.0000.7271.0000.000
위반사항(위반법규)0.2170.0000.0001.000

Missing values

2024-03-18T14:59:28.823902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-18T14:59:28.957162image/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

연번유형점검대상점검일시위반사항(위반법규)데이터기준일자
01정신의료기관의료법인 정진의료재단 영화병원2016-02-02개방병동을 폐쇄병동으로 운영(정신보건법 제12조)2023-05-26
12정신의료기관의료법인 정진의료재단 영화병원2016-06-20위반사항 발견치 못함2023-05-26
23정신의료기관의료법인 정진의료재단 영화병원2016-11-16위반사항 발견치 못함2023-05-26
34정신의료기관행복드림의원2016-05-09보호의무자 동의입원 서류 미비(정신보건법 제24조)2023-05-26
45정신의료기관행복드림의원2016-06-24위반사항 발견치 못함2023-05-26
56정신의료기관행복드림의원2016-11-29위반사항 발견치 못함2023-05-26
67정신의료기관새희망병원2016-06-01위반사항 발견치 못함2023-05-26
78정신의료기관새희망병원2016-11-23위반사항 발견치 못함2023-05-26
89정신의료기관예인병원2016-06-09보호의무자 동의입원 서류 미비(정신보건법 제24조)2023-05-26
910정신의료기관예인병원2016-11-15위반사항 발견치 못함2023-05-26
연번유형점검대상점검일시위반사항(위반법규)데이터기준일자
8889정신재활시설그루터기2022-06-30위반사항 발견치 못함2023-05-26
8990중독관리 통합지원센터남동구중독관리통합지원센터2022-12-15위반사항 발견치 못함2023-05-26
9091정신의료기관새희망병원2022-12-21위반사항 발견치 못함2023-05-26
9192정신재활시설마음자리2022-12-21위반사항 발견치 못함2023-05-26
9293정신건강복지센터남동구정신건강복지센터2022-12-22위반사항 발견치 못함2023-05-26
9394정신재활시설남동정신재활시설 그루터기2022-12-22위반사항 발견치 못함2023-05-26
9495정신의료기관의료법인 정진의료재단 영화병원2022-12-26위반사항 발견치 못함2023-05-26
9596정신의료기관예인병원2022-12-26위반사항 발견치 못함2023-05-26
9697정신의료기관인천정병원2022-12-27위반사항 발견치 못함2023-05-26
9798정신의료기관길병원2022-12-27위반사항 발견치 못함2023-05-26