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 시설수
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=BVFB9DGF6A1CXBDOU93N31328137&infSeq=1

Alerts

복지시설수 has 123 (39.7%) zerosZeros

Reproduction

Analysis started2023-12-10 21:14:41.629495
Analysis finished2023-12-10 21:14:41.998622
Duration0.37 seconds
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
2023-12-11T06:14:42.040282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T06:14:42.131830image/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
김포시
 
10
남양주시
 
10
동두천시
 
10
부천시
 
10
성남시
 
10
Other values (26)
260 

Length

Max length4
Median length3
Mean length3.0967742
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row김포시
2nd row남양주시
3rd row남양주시
4th row남양주시
5th row남양주시

Common Values

ValueCountFrequency (%)
김포시 10
 
3.2%
남양주시 10
 
3.2%
동두천시 10
 
3.2%
부천시 10
 
3.2%
성남시 10
 
3.2%
수원시 10
 
3.2%
시흥시 10
 
3.2%
안산시 10
 
3.2%
안성시 10
 
3.2%
안양시 10
 
3.2%
Other values (21) 210
67.7%

Length

2023-12-11T06:14:42.260622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
김포시 10
 
3.2%
의왕시 10
 
3.2%
구리시 10
 
3.2%
광주시 10
 
3.2%
광명시 10
 
3.2%
과천시 10
 
3.2%
고양시 10
 
3.2%
가평군 10
 
3.2%
화성시 10
 
3.2%
하남시 10
 
3.2%
Other values (21) 210
67.7%

복지시설유형코드
Categorical

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

Length

Max length11
Median length10
Mean length9.2
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

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

Length

2023-12-11T06:14:42.418122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:14:42.540554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
장애인생산품판매시설 62
20.0%
장애인거주시설 62
20.0%
장애인지역사회재활시설 62
20.0%
장애인직업재활시설 62
20.0%
장애인의료재활시설 62
20.0%

복지시설수
Real number (ℝ)

ZEROS 

Distinct27
Distinct (%)8.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.2290323
Minimum0
Maximum30
Zeros123
Zeros (%)39.7%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2023-12-11T06:14:42.652752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q38
95-th percentile20
Maximum30
Range30
Interquartile range (IQR)8

Descriptive statistics

Standard deviation6.4453738
Coefficient of variation (CV)1.2326131
Kurtosis1.0416254
Mean5.2290323
Median Absolute Deviation (MAD)3
Skewness1.3166692
Sum1621
Variance41.542844
MonotonicityNot monotonic
2023-12-11T06:14:42.772949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 123
39.7%
6 24
 
7.7%
2 17
 
5.5%
5 14
 
4.5%
9 13
 
4.2%
8 13
 
4.2%
1 13
 
4.2%
7 12
 
3.9%
3 11
 
3.5%
4 10
 
3.2%
Other values (17) 60
19.4%
ValueCountFrequency (%)
0 123
39.7%
1 13
 
4.2%
2 17
 
5.5%
3 11
 
3.5%
4 10
 
3.2%
5 14
 
4.5%
6 24
 
7.7%
7 12
 
3.9%
8 13
 
4.2%
9 13
 
4.2%
ValueCountFrequency (%)
30 1
 
0.3%
25 1
 
0.3%
24 1
 
0.3%
23 1
 
0.3%
22 6
1.9%
21 1
 
0.3%
20 8
2.6%
19 2
 
0.6%
18 3
 
1.0%
17 3
 
1.0%

Interactions

2023-12-11T06:14:41.775386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T06:14:42.875870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통계년월시군구명복지시설유형코드복지시설수
통계년월1.0000.0000.0000.000
시군구명0.0001.0000.0000.556
복지시설유형코드0.0000.0001.0000.802
복지시설수0.0000.5560.8021.000
2023-12-11T06:14:42.970565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
복지시설유형코드시군구명
복지시설유형코드1.0000.000
시군구명0.0001.000
2023-12-11T06:14:43.057170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
복지시설수시군구명복지시설유형코드
복지시설수1.0000.2060.426
시군구명0.2061.0000.000
복지시설유형코드0.4260.0001.000

Missing values

2023-12-11T06:14:41.878673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:14:41.963122image/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

통계년월시군구명복지시설유형코드복지시설수
02022-12김포시장애인생산품판매시설0
12022-12남양주시장애인거주시설12
22022-12남양주시장애인지역사회재활시설9
32022-12남양주시장애인직업재활시설8
42022-12남양주시장애인의료재활시설0
52022-12남양주시장애인생산품판매시설0
62022-12동두천시장애인거주시설1
72022-12동두천시장애인지역사회재활시설4
82022-12동두천시장애인직업재활시설1
92022-12동두천시장애인의료재활시설0
통계년월시군구명복지시설유형코드복지시설수
3002022-12구리시장애인생산품판매시설0
3012022-12군포시장애인거주시설3
3022022-12군포시장애인지역사회재활시설8
3032022-12군포시장애인직업재활시설4
3042022-12군포시장애인의료재활시설0
3052022-12군포시장애인생산품판매시설0
3062022-12김포시장애인거주시설8
3072022-12김포시장애인지역사회재활시설9
3082022-12김포시장애인직업재활시설8
3092022-12김포시장애인의료재활시설0