Overview

Dataset statistics

Number of variables4
Number of observations310
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.1 KiB
Average record size in memory33.4 B

Variable types

DateTime1
Categorical2
Numeric1

Dataset

Description복지시설 시설유형별 종사자수
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=60ZA5XSJDT4SMQZH29T031341673&infSeq=1

Alerts

시설종사자수 has 124 (40.0%) zerosZeros

Reproduction

Analysis started2023-12-10 21:35:35.707199
Analysis finished2023-12-10 21:35:37.439042
Duration1.73 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

통계년월
Date

Distinct2
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
Minimum2021-12-01 00:00:00
Maximum2022-12-01 00:00:00
2023-12-11T06:35:37.494296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:35:37.641345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=2)

시군구명
Categorical

Distinct31
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
용인시
 
10
의왕시
 
10
의정부시
 
10
이천시
 
10
파주시
 
10
Other values (26)
260 

Length

Max length4
Median length3
Mean length3.0967742
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
용인시 10
 
3.2%
의왕시 10
 
3.2%
의정부시 10
 
3.2%
이천시 10
 
3.2%
파주시 10
 
3.2%
평택시 10
 
3.2%
포천시 10
 
3.2%
하남시 10
 
3.2%
화성시 10
 
3.2%
가평군 10
 
3.2%
Other values (21) 210
67.7%

Length

2023-12-11T06:35:37.794929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
용인시 10
 
3.2%
김포시 10
 
3.2%
연천군 10
 
3.2%
여주시 10
 
3.2%
양평군 10
 
3.2%
양주시 10
 
3.2%
안양시 10
 
3.2%
안성시 10
 
3.2%
안산시 10
 
3.2%
시흥시 10
 
3.2%
Other values (21) 210
67.7%

복지시설유형코드
Categorical

Distinct5
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
장애인거주시설
62 
장애인지역사회재활시설
62 
장애인직업재활시설
62 
장애인의료재활시설
62 
장애인생산품판매시설
62 

Length

Max length11
Median length10
Mean length9.2
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row장애인거주시설
2nd row장애인지역사회재활시설
3rd row장애인직업재활시설
4th row장애인의료재활시설
5th row장애인생산품판매시설

Common Values

ValueCountFrequency (%)
장애인거주시설 62
20.0%
장애인지역사회재활시설 62
20.0%
장애인직업재활시설 62
20.0%
장애인의료재활시설 62
20.0%
장애인생산품판매시설 62
20.0%

Length

2023-12-11T06:35:37.952562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:35:38.125949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
장애인거주시설 62
20.0%
장애인지역사회재활시설 62
20.0%
장애인직업재활시설 62
20.0%
장애인의료재활시설 62
20.0%
장애인생산품판매시설 62
20.0%

시설종사자수
Real number (ℝ)

ZEROS 

Distinct118
Distinct (%)38.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.129032
Minimum0
Maximum384
Zeros124
Zeros (%)40.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2023-12-11T06:35:38.272237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median24
Q375.75
95-th percentile216
Maximum384
Range384
Interquartile range (IQR)75.75

Descriptive statistics

Standard deviation73.669138
Coefficient of variation (CV)1.3609912
Kurtosis2.1286343
Mean54.129032
Median Absolute Deviation (MAD)24
Skewness1.6184168
Sum16780
Variance5427.1419
MonotonicityNot monotonic
2023-12-11T06:35:38.472190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 124
40.0%
59 7
 
2.3%
31 4
 
1.3%
43 4
 
1.3%
58 4
 
1.3%
7 3
 
1.0%
79 3
 
1.0%
46 3
 
1.0%
24 3
 
1.0%
25 3
 
1.0%
Other values (108) 152
49.0%
ValueCountFrequency (%)
0 124
40.0%
2 1
 
0.3%
3 1
 
0.3%
4 2
 
0.6%
5 3
 
1.0%
7 3
 
1.0%
8 3
 
1.0%
9 1
 
0.3%
10 1
 
0.3%
12 1
 
0.3%
ValueCountFrequency (%)
384 1
0.3%
286 1
0.3%
277 1
0.3%
271 1
0.3%
267 1
0.3%
266 2
0.6%
259 1
0.3%
251 1
0.3%
250 1
0.3%
249 1
0.3%

Interactions

2023-12-11T06:35:36.925202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:35:38.594633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통계년월시군구명복지시설유형코드시설종사자수
통계년월1.0000.0000.0000.000
시군구명0.0001.0000.0000.545
복지시설유형코드0.0000.0001.0000.607
시설종사자수0.0000.5450.6071.000
2023-12-11T06:35:38.720982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
복지시설유형코드시군구명
복지시설유형코드1.0000.000
시군구명0.0001.000
2023-12-11T06:35:38.826685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설종사자수시군구명복지시설유형코드
시설종사자수1.0000.2270.404
시군구명0.2271.0000.000
복지시설유형코드0.4040.0001.000

Missing values

2023-12-11T06:35:37.277528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:35:37.377054image/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

통계년월시군구명복지시설유형코드시설종사자수
02021-12용인시장애인거주시설259
12021-12용인시장애인지역사회재활시설235
22021-12용인시장애인직업재활시설58
32021-12용인시장애인의료재활시설0
42021-12용인시장애인생산품판매시설0
52021-12의왕시장애인거주시설13
62021-12의왕시장애인지역사회재활시설79
72021-12의왕시장애인직업재활시설10
82021-12의왕시장애인의료재활시설0
92021-12의왕시장애인생산품판매시설0
통계년월시군구명복지시설유형코드시설종사자수
3002021-12안산시장애인의료재활시설0
3012021-12안산시장애인생산품판매시설0
3022021-12안성시장애인거주시설186
3032021-12안성시장애인지역사회재활시설52
3042021-12안성시장애인직업재활시설23
3052021-12안성시장애인의료재활시설0
3062021-12안성시장애인생산품판매시설0
3072021-12안양시장애인거주시설43
3082021-12안양시장애인지역사회재활시설177
3092021-12안양시장애인직업재활시설37