Overview

Dataset statistics

Number of variables8
Number of observations1173
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory75.7 KiB
Average record size in memory66.1 B

Variable types

Categorical6
Numeric2

Dataset

Description2014년부터 경기도 광주시의 기초생활수급자현황에 대한 수급권자 자격 및 연령에 따른 수급권자수를 통계년도별 데이터로 제공합니다.
URLhttps://www.data.go.kr/data/15113452/fileData.do

Alerts

시도 has constant value ""Constant
시군구 has constant value ""Constant
데이터기준일자 has constant value ""Constant

Reproduction

Analysis started2023-12-12 17:36:54.281092
Analysis finished2023-12-12 17:36:55.586849
Duration1.31 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
경기도
1173 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 1173
100.0%

Length

2023-12-13T02:36:55.684164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:36:55.813132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 1173
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
광주시
1173 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
광주시 1173
100.0%

Length

2023-12-13T02:36:55.919382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:36:56.042637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
광주시 1173
100.0%

읍면동
Categorical

Distinct20
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
송정동
100 
곤지암읍
99 
경안동
99 
초월읍
98 
퇴촌면
97 
Other values (15)
680 

Length

Max length5
Median length3
Mean length3.3171355
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row광주시
2nd row광주시
3rd row광주시
4th row오포읍
5th row오포읍

Common Values

ValueCountFrequency (%)
송정동 100
 
8.5%
곤지암읍 99
 
8.4%
경안동 99
 
8.4%
초월읍 98
 
8.4%
퇴촌면 97
 
8.3%
도척면 92
 
7.8%
오포읍 91
 
7.8%
남한산성면 71
 
6.1%
광남동 60
 
5.1%
남종면 54
 
4.6%
Other values (10) 312
26.6%

Length

2023-12-13T02:36:56.151967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
송정동 100
 
8.5%
곤지암읍 99
 
8.4%
경안동 99
 
8.4%
초월읍 98
 
8.4%
퇴촌면 97
 
8.3%
도척면 92
 
7.8%
오포읍 91
 
7.8%
남한산성면 71
 
6.1%
광남동 60
 
5.1%
남종면 54
 
4.6%
Other values (10) 312
26.6%

자격
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
기초생계급여
348 
기초의료급여
311 
기초주거급여
280 
기초교육급여
201 
기초생활수급
 
33

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
기초생계급여 348
29.7%
기초의료급여 311
26.5%
기초주거급여 280
23.9%
기초교육급여 201
17.1%
기초생활수급 33
 
2.8%

Length

2023-12-13T02:36:56.292012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:36:56.419125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기초생계급여 348
29.7%
기초의료급여 311
26.5%
기초주거급여 280
23.9%
기초교육급여 201
17.1%
기초생활수급 33
 
2.8%

연령구간
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
18~64세
426 
18세미만
412 
65세이상
335 

Length

Max length6
Median length5
Mean length5.3631714
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row18세미만
2nd row18~64세
3rd row65세이상
4th row18세미만
5th row18~64세

Common Values

ValueCountFrequency (%)
18~64세 426
36.3%
18세미만 412
35.1%
65세이상 335
28.6%

Length

2023-12-13T02:36:56.557631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:36:56.659464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18~64세 426
36.3%
18세미만 412
35.1%
65세이상 335
28.6%

수급권자수
Real number (ℝ)

Distinct229
Distinct (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.936061
Minimum1
Maximum483
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.4 KiB
2023-12-13T02:36:56.800257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q17
median25
Q381
95-th percentile205.4
Maximum483
Range482
Interquartile range (IQR)74

Descriptive statistics

Standard deviation74.766874
Coefficient of variation (CV)1.2905067
Kurtosis5.1691286
Mean57.936061
Median Absolute Deviation (MAD)22
Skewness2.0986152
Sum67959
Variance5590.0855
MonotonicityNot monotonic
2023-12-13T02:36:56.976408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 63
 
5.4%
2 57
 
4.9%
3 43
 
3.7%
4 42
 
3.6%
6 37
 
3.2%
9 34
 
2.9%
5 31
 
2.6%
8 24
 
2.0%
7 22
 
1.9%
13 22
 
1.9%
Other values (219) 798
68.0%
ValueCountFrequency (%)
1 63
5.4%
2 57
4.9%
3 43
3.7%
4 42
3.6%
5 31
2.6%
6 37
3.2%
7 22
 
1.9%
8 24
 
2.0%
9 34
2.9%
10 14
 
1.2%
ValueCountFrequency (%)
483 1
0.1%
456 1
0.1%
449 1
0.1%
443 1
0.1%
406 1
0.1%
402 1
0.1%
385 1
0.1%
380 1
0.1%
353 1
0.1%
349 1
0.1%

통계년도
Real number (ℝ)

Distinct10
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.4817
Minimum2014
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.4 KiB
2023-12-13T02:36:57.095944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2014
5-th percentile2015
Q12017
median2020
Q32022
95-th percentile2023
Maximum2023
Range9
Interquartile range (IQR)5

Descriptive statistics

Standard deviation2.7089877
Coefficient of variation (CV)0.0013414272
Kurtosis-1.0766184
Mean2019.4817
Median Absolute Deviation (MAD)2
Skewness-0.36708824
Sum2368852
Variance7.3386143
MonotonicityIncreasing
2023-12-13T02:36:57.225711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
2022 183
15.6%
2023 178
15.2%
2020 143
12.2%
2021 141
12.0%
2018 106
9.0%
2019 106
9.0%
2016 96
8.2%
2015 94
8.0%
2017 93
7.9%
2014 33
 
2.8%
ValueCountFrequency (%)
2014 33
 
2.8%
2015 94
8.0%
2016 96
8.2%
2017 93
7.9%
2018 106
9.0%
2019 106
9.0%
2020 143
12.2%
2021 141
12.0%
2022 183
15.6%
2023 178
15.2%
ValueCountFrequency (%)
2023 178
15.2%
2022 183
15.6%
2021 141
12.0%
2020 143
12.2%
2019 106
9.0%
2018 106
9.0%
2017 93
7.9%
2016 96
8.2%
2015 94
8.0%
2014 33
 
2.8%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.3 KiB
2023-05-31
1173 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-05-31
2nd row2023-05-31
3rd row2023-05-31
4th row2023-05-31
5th row2023-05-31

Common Values

ValueCountFrequency (%)
2023-05-31 1173
100.0%

Length

2023-12-13T02:36:57.356658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:36:57.450154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-05-31 1173
100.0%

Interactions

2023-12-13T02:36:54.827312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:36:54.605099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:36:54.938922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:36:54.717511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:36:57.511471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
읍면동자격연령구간수급권자수통계년도
읍면동1.0000.3030.0000.4530.427
자격0.3031.0000.2570.5820.000
연령구간0.0000.2571.0000.3120.000
수급권자수0.4530.5820.3121.0000.000
통계년도0.4270.0000.0000.0001.000
2023-12-13T02:36:57.626871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연령구간읍면동자격
연령구간1.0000.0000.200
읍면동0.0001.0000.134
자격0.2000.1341.000
2023-12-13T02:36:57.726110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
수급권자수통계년도읍면동자격연령구간
수급권자수1.0000.0000.1590.2790.196
통계년도0.0001.0000.1950.4960.000
읍면동0.1590.1951.0000.1340.000
자격0.2790.4960.1341.0000.200
연령구간0.1960.0000.0000.2001.000

Missing values

2023-12-13T02:36:55.097886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:36:55.535326image/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

시도시군구읍면동자격연령구간수급권자수통계년도데이터기준일자
0경기도광주시광주시기초생활수급18세미만5320142023-05-31
1경기도광주시광주시기초생활수급18~64세20320142023-05-31
2경기도광주시광주시기초생활수급65세이상9920142023-05-31
3경기도광주시오포읍기초생활수급18세미만11820142023-05-31
4경기도광주시오포읍기초생활수급18~64세31020142023-05-31
5경기도광주시오포읍기초생활수급65세이상18820142023-05-31
6경기도광주시초월읍기초생활수급18세미만6820142023-05-31
7경기도광주시초월읍기초생활수급18~64세22620142023-05-31
8경기도광주시초월읍기초생활수급65세이상12520142023-05-31
9경기도광주시곤지암읍기초생활수급18세미만8320142023-05-31
시도시군구읍면동자격연령구간수급권자수통계년도데이터기준일자
1163경기도광주시능평동기초생계급여18~64세10120232023-05-31
1164경기도광주시능평동기초생계급여65세이상13220232023-05-31
1165경기도광주시능평동기초의료급여18세미만220232023-05-31
1166경기도광주시능평동기초의료급여18~64세220232023-05-31
1167경기도광주시능평동기초의료급여65세이상920232023-05-31
1168경기도광주시능평동기초주거급여18세미만6320232023-05-31
1169경기도광주시능평동기초주거급여18~64세9920232023-05-31
1170경기도광주시능평동기초주거급여65세이상5720232023-05-31
1171경기도광주시능평동기초교육급여18세미만2720232023-05-31
1172경기도광주시능평동기초교육급여18~64세220232023-05-31