Overview

Dataset statistics

Number of variables4
Number of observations33
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.2 KiB
Average record size in memory37.9 B

Variable types

Numeric2
Categorical2

Dataset

Description시도별, 장애유형별 장애인 치과주치의 참여 장애인 수치과주치의 시범지역 : 부산광역시, 대구광역시 남구, 제주특별자치도 제주시※ 민원인의 제공 신청에 따른 제공 건으로 2023-12-27 발췌
Author국민건강보험공단
URLhttps://www.data.go.kr/data/15126220/fileData.do

Alerts

연번 is highly overall correlated with 시도High correlation
시도 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2024-03-14 13:30:00.333276
Analysis finished2024-03-14 13:30:01.941806
Duration1.61 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct33
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17
Minimum1
Maximum33
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size425.0 B
2024-03-14T22:30:02.147982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.6
Q19
median17
Q325
95-th percentile31.4
Maximum33
Range32
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.6695398
Coefficient of variation (CV)0.56879646
Kurtosis-1.2
Mean17
Median Absolute Deviation (MAD)8
Skewness0
Sum561
Variance93.5
MonotonicityStrictly increasing
2024-03-14T22:30:02.484466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
1 1
 
3.0%
26 1
 
3.0%
20 1
 
3.0%
21 1
 
3.0%
22 1
 
3.0%
23 1
 
3.0%
24 1
 
3.0%
25 1
 
3.0%
27 1
 
3.0%
2 1
 
3.0%
Other values (23) 23
69.7%
ValueCountFrequency (%)
1 1
3.0%
2 1
3.0%
3 1
3.0%
4 1
3.0%
5 1
3.0%
6 1
3.0%
7 1
3.0%
8 1
3.0%
9 1
3.0%
10 1
3.0%
ValueCountFrequency (%)
33 1
3.0%
32 1
3.0%
31 1
3.0%
30 1
3.0%
29 1
3.0%
28 1
3.0%
27 1
3.0%
26 1
3.0%
25 1
3.0%
24 1
3.0%

시도
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)15.2%
Missing0
Missing (%)0.0%
Memory size392.0 B
부산광역시
12 
대구광역시
8 
제주특별자치도
7 
경상남도
5 
울산광역시
 
1

Length

Max length7
Median length5
Mean length5.2727273
Min length4

Unique

Unique1 ?
Unique (%)3.0%

Sample

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

Common Values

ValueCountFrequency (%)
부산광역시 12
36.4%
대구광역시 8
24.2%
제주특별자치도 7
21.2%
경상남도 5
15.2%
울산광역시 1
 
3.0%

Length

2024-03-14T22:30:02.769704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:30:03.110213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 12
36.4%
대구광역시 8
24.2%
제주특별자치도 7
21.2%
경상남도 5
15.2%
울산광역시 1
 
3.0%

장애유형
Categorical

Distinct12
Distinct (%)36.4%
Missing0
Missing (%)0.0%
Memory size392.0 B
정신장애인
5 
뇌병변장애인
4 
지적장애인
4 
지체장애인
4 
시각장애인
3 
Other values (7)
13 

Length

Max length6
Median length5
Mean length5.2727273
Min length5

Unique

Unique4 ?
Unique (%)12.1%

Sample

1st row뇌병변장애인
2nd row뇌전증장애인
3rd row시각장애인
4th row신장장애인
5th row심장장애인

Common Values

ValueCountFrequency (%)
정신장애인 5
15.2%
뇌병변장애인 4
12.1%
지적장애인 4
12.1%
지체장애인 4
12.1%
시각장애인 3
9.1%
신장장애인 3
9.1%
자폐성장애인 3
9.1%
청각장애인 3
9.1%
뇌전증장애인 1
 
3.0%
심장장애인 1
 
3.0%
Other values (2) 2
 
6.1%

Length

2024-03-14T22:30:03.496119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
정신장애인 5
15.2%
뇌병변장애인 4
12.1%
지적장애인 4
12.1%
지체장애인 4
12.1%
시각장애인 3
9.1%
신장장애인 3
9.1%
자폐성장애인 3
9.1%
청각장애인 3
9.1%
뇌전증장애인 1
 
3.0%
심장장애인 1
 
3.0%
Other values (2) 2
 
6.1%

인원 수
Real number (ℝ)

Distinct14
Distinct (%)42.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.515152
Minimum1
Maximum89
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size425.0 B
2024-03-14T22:30:03.699162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median3
Q37
95-th percentile52.2
Maximum89
Range88
Interquartile range (IQR)6

Descriptive statistics

Standard deviation19.701081
Coefficient of variation (CV)1.8735898
Kurtosis8.8897551
Mean10.515152
Median Absolute Deviation (MAD)2
Skewness2.9474227
Sum347
Variance388.13258
MonotonicityNot monotonic
2024-03-14T22:30:03.883020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
1 11
33.3%
2 5
15.2%
3 5
15.2%
20 2
 
6.1%
43 1
 
3.0%
13 1
 
3.0%
6 1
 
3.0%
24 1
 
3.0%
89 1
 
3.0%
66 1
 
3.0%
Other values (4) 4
 
12.1%
ValueCountFrequency (%)
1 11
33.3%
2 5
15.2%
3 5
15.2%
4 1
 
3.0%
5 1
 
3.0%
6 1
 
3.0%
7 1
 
3.0%
13 1
 
3.0%
14 1
 
3.0%
20 2
 
6.1%
ValueCountFrequency (%)
89 1
3.0%
66 1
3.0%
43 1
3.0%
24 1
3.0%
20 2
6.1%
14 1
3.0%
13 1
3.0%
7 1
3.0%
6 1
3.0%
5 1
3.0%

Interactions

2024-03-14T22:30:01.004561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T22:30:00.519090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T22:30:01.248273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T22:30:00.768829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T22:30:04.020568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시도장애유형인원 수
연번1.0000.9850.0000.236
시도0.9851.0000.0000.000
장애유형0.0000.0001.0000.000
인원 수0.2360.0000.0001.000
2024-03-14T22:30:04.174930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장애유형시도
장애유형1.0000.000
시도0.0001.000
2024-03-14T22:30:04.314165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번인원 수시도장애유형
연번1.000-0.4050.7440.000
인원 수-0.4051.0000.0000.000
시도0.7440.0001.0000.000
장애유형0.0000.0000.0001.000

Missing values

2024-03-14T22:30:01.553132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T22:30:01.830587image/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

연번시도장애유형인원 수
01부산광역시뇌병변장애인43
12부산광역시뇌전증장애인1
23부산광역시시각장애인13
34부산광역시신장장애인6
45부산광역시심장장애인1
56부산광역시언어장애인2
67부산광역시자폐성장애인24
78부산광역시정신장애인20
89부산광역시지적장애인89
910부산광역시지체장애인66
연번시도장애유형인원 수
2324경상남도정신장애인1
2425경상남도지적장애인20
2526경상남도지체장애인1
2627제주특별자치도뇌병변장애인1
2728제주특별자치도시각장애인3
2829제주특별자치도신장장애인1
2930제주특별자치도정신장애인3
3031제주특별자치도지적장애인3
3132제주특별자치도지체장애인2
3233제주특별자치도청각장애인1