Overview

Dataset statistics

Number of variables5
Number of observations488
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory20.1 KiB
Average record size in memory42.3 B

Variable types

Numeric2
Categorical3

Dataset

Description대전광역시 서구 관내에 거주중인 장애인인구현황에 대한 정보(행정동별, 장애유형, 장애인 수 등)를 제공합니다.
Author대전광역시 서구
URLhttps://www.data.go.kr/data/15124351/fileData.do

Alerts

데이터생성일자 has constant value ""Constant
행정동코드 is highly overall correlated with 행정동High correlation
행정동 is highly overall correlated with 행정동코드High correlation

Reproduction

Analysis started2023-12-12 23:33:38.941014
Analysis finished2023-12-12 23:33:39.621107
Duration0.68 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

행정동코드
Real number (ℝ)

HIGH CORRELATION 

Distinct23
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0170579 × 109
Minimum3.017051 × 109
Maximum3.017066 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB
2023-12-13T08:33:39.675259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3.017051 × 109
5-th percentile3.017052 × 109
Q13.017055 × 109
median3.0170582 × 109
Q33.0170597 × 109
95-th percentile3.017065 × 109
Maximum3.017066 × 109
Range15000
Interquartile range (IQR)4700

Descriptive statistics

Standard deviation3958.3035
Coefficient of variation (CV)1.3119746 × 10-6
Kurtosis-0.5066879
Mean3.0170579 × 109
Median Absolute Deviation (MAD)2200
Skewness0.27145289
Sum1.4723243 × 1012
Variance15668166
MonotonicityIncreasing
2023-12-13T08:33:39.788408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
3017051000 23
 
4.7%
3017056000 22
 
4.5%
3017059000 22
 
4.5%
3017058700 22
 
4.5%
3017052000 22
 
4.5%
3017064000 22
 
4.5%
3017054000 22
 
4.5%
3017053500 22
 
4.5%
3017053000 22
 
4.5%
3017055500 21
 
4.3%
Other values (13) 268
54.9%
ValueCountFrequency (%)
3017051000 23
4.7%
3017052000 22
4.5%
3017053000 22
4.5%
3017053500 22
4.5%
3017054000 22
4.5%
3017055000 21
4.3%
3017055500 21
4.3%
3017056000 22
4.5%
3017057000 21
4.3%
3017057500 21
4.3%
ValueCountFrequency (%)
3017066000 21
4.3%
3017065000 21
4.3%
3017064000 22
4.5%
3017063000 21
4.3%
3017060000 19
3.9%
3017059700 21
4.3%
3017059600 21
4.3%
3017059000 22
4.5%
3017058800 21
4.3%
3017058700 22
4.5%

행정동
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
대전광역시 서구 복수동
 
23
대전광역시 서구 정림동
 
22
대전광역시 서구 변동
 
22
대전광역시 서구 둔산2동
 
22
대전광역시 서구 괴정동
 
22
Other values (18)
377 

Length

Max length13
Median length13
Mean length12.47541
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대전광역시 서구 복수동
2nd row대전광역시 서구 복수동
3rd row대전광역시 서구 복수동
4th row대전광역시 서구 복수동
5th row대전광역시 서구 복수동

Common Values

ValueCountFrequency (%)
대전광역시 서구 복수동 23
 
4.7%
대전광역시 서구 정림동 22
 
4.5%
대전광역시 서구 변동 22
 
4.5%
대전광역시 서구 둔산2동 22
 
4.5%
대전광역시 서구 괴정동 22
 
4.5%
대전광역시 서구 도마1동 22
 
4.5%
대전광역시 서구 가수원동 22
 
4.5%
대전광역시 서구 월평2동 22
 
4.5%
대전광역시 서구 도마2동 22
 
4.5%
대전광역시 서구 갈마1동 21
 
4.3%
Other values (13) 268
54.9%

Length

2023-12-13T08:33:39.940483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대전광역시 488
33.3%
서구 488
33.3%
복수동 23
 
1.6%
정림동 22
 
1.5%
변동 22
 
1.5%
둔산2동 22
 
1.5%
괴정동 22
 
1.5%
도마1동 22
 
1.5%
가수원동 22
 
1.5%
월평2동 22
 
1.5%
Other values (15) 311
21.2%

장애유형
Categorical

Distinct24
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
지체(척추)
 
23
지체(하지절단)
 
23
지체(하지기능)
 
23
정신
 
23
뇌병변
 
23
Other values (19)
373 

Length

Max length8
Median length6
Mean length4.7684426
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row지체(척추)
2nd row지적장애
3rd row지체(하지기능)
4th row정신
5th row뇌병변

Common Values

ValueCountFrequency (%)
지체(척추) 23
 
4.7%
지체(하지절단) 23
 
4.7%
지체(하지기능) 23
 
4.7%
정신 23
 
4.7%
뇌병변 23
 
4.7%
시각 23
 
4.7%
청각(청력) 23
 
4.7%
간 23
 
4.7%
언어 23
 
4.7%
신장 23
 
4.7%
Other values (14) 258
52.9%

Length

2023-12-13T08:33:40.096266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
지체(척추 23
 
4.7%
신장 23
 
4.7%
지체(상지관절 23
 
4.7%
지체(상지기능 23
 
4.7%
자폐성장애 23
 
4.7%
지체(하지절단 23
 
4.7%
지적장애 23
 
4.7%
지체(상지절단 23
 
4.7%
지체(하지관절 23
 
4.7%
언어 23
 
4.7%
Other values (14) 258
52.9%

장애인수
Real number (ℝ)

Distinct137
Distinct (%)28.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean42.071721
Minimum1
Maximum278
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB
2023-12-13T08:33:40.235985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q15
median23
Q363.25
95-th percentile139.6
Maximum278
Range277
Interquartile range (IQR)58.25

Descriptive statistics

Standard deviation48.316515
Coefficient of variation (CV)1.1484321
Kurtosis2.1836486
Mean42.071721
Median Absolute Deviation (MAD)20
Skewness1.5077195
Sum20531
Variance2334.4856
MonotonicityNot monotonic
2023-12-13T08:33:40.352537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 34
 
7.0%
2 27
 
5.5%
3 26
 
5.3%
4 22
 
4.5%
6 22
 
4.5%
5 20
 
4.1%
9 11
 
2.3%
10 10
 
2.0%
7 10
 
2.0%
12 10
 
2.0%
Other values (127) 296
60.7%
ValueCountFrequency (%)
1 34
7.0%
2 27
5.5%
3 26
5.3%
4 22
4.5%
5 20
4.1%
6 22
4.5%
7 10
 
2.0%
8 8
 
1.6%
9 11
 
2.3%
10 10
 
2.0%
ValueCountFrequency (%)
278 1
0.2%
257 1
0.2%
202 1
0.2%
201 1
0.2%
186 1
0.2%
184 1
0.2%
183 1
0.2%
180 2
0.4%
176 1
0.2%
175 1
0.2%

데이터생성일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2022-02-07
488 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-02-07
2nd row2022-02-07
3rd row2022-02-07
4th row2022-02-07
5th row2022-02-07

Common Values

ValueCountFrequency (%)
2022-02-07 488
100.0%

Length

2023-12-13T08:33:40.485049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:33:40.587513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-02-07 488
100.0%

Interactions

2023-12-13T08:33:39.269503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:33:39.091396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:33:39.370858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:33:39.171654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:33:40.641390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동코드행정동장애유형장애인수
행정동코드1.0001.0000.0000.000
행정동1.0001.0000.0000.063
장애유형0.0000.0001.0000.740
장애인수0.0000.0630.7401.000
2023-12-13T08:33:40.728567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장애유형행정동
장애유형1.0000.000
행정동0.0001.000
2023-12-13T08:33:40.824743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정동코드장애인수행정동장애유형
행정동코드1.000-0.0370.9850.000
장애인수-0.0371.0000.0220.384
행정동0.9850.0221.0000.000
장애유형0.0000.3840.0001.000

Missing values

2023-12-13T08:33:39.503048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:33:39.586416image/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

행정동코드행정동장애유형장애인수데이터생성일자
03017051000대전광역시 서구 복수동지체(척추)1222022-02-07
13017051000대전광역시 서구 복수동지적장애762022-02-07
23017051000대전광역시 서구 복수동지체(하지기능)582022-02-07
33017051000대전광역시 서구 복수동정신262022-02-07
43017051000대전광역시 서구 복수동뇌병변1162022-02-07
53017051000대전광역시 서구 복수동언어102022-02-07
63017051000대전광역시 서구 복수동청각(청력)1162022-02-07
73017051000대전광역시 서구 복수동지체(변형)52022-02-07
83017051000대전광역시 서구 복수동간42022-02-07
93017051000대전광역시 서구 복수동시각1042022-02-07
행정동코드행정동장애유형장애인수데이터생성일자
4783017066000대전광역시 서구 둔산3동지체(변형)32022-02-07
4793017066000대전광역시 서구 둔산3동장루.요루12022-02-07
4803017066000대전광역시 서구 둔산3동신장382022-02-07
4813017066000대전광역시 서구 둔산3동지체(척추)1072022-02-07
4823017066000대전광역시 서구 둔산3동심장22022-02-07
4833017066000대전광역시 서구 둔산3동지체(하지기능)812022-02-07
4843017066000대전광역시 서구 둔산3동뇌병변922022-02-07
4853017066000대전광역시 서구 둔산3동지체(하지관절)1112022-02-07
4863017066000대전광역시 서구 둔산3동안면12022-02-07
4873017066000대전광역시 서구 둔산3동지체(하지절단)92022-02-07