Overview

Dataset statistics

Number of variables12
Number of observations2608
Missing cells84
Missing cells (%)0.3%
Duplicate rows113
Duplicate rows (%)4.3%
Total size in memory244.6 KiB
Average record size in memory96.1 B

Variable types

Categorical2
Text1
Unsupported9

Dataset

Description장애인등록현황을 장애유형, 장애정도, 연령별로 정리되어 있습니다.
Author강원도 속초시
URLhttps://www.data.go.kr/data/3070807/fileData.do

Alerts

Dataset has 113 (4.3%) duplicate rowsDuplicates
장애인 장애정도별, 연령별, 유형별 등록 현황 is highly imbalanced (91.2%)Imbalance
Unnamed: 1 is highly imbalanced (82.1%)Imbalance
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 08:50:32.633405
Analysis finished2023-12-12 08:50:33.764091
Duration1.13 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

장애인 장애정도별, 연령별, 유형별 등록 현황
Categorical

IMBALANCE 

Distinct14
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size20.5 KiB
<NA>
2515 
강원도 속초시 조양동
 
17
강원도 속초시 노학동
 
16
강원도 속초시 교동
 
12
강원도 속초시 금호동
 
10
Other values (9)
 
38

Length

Max length71
Median length4
Mean length4.2634202
Min length4

Unique

Unique5 ?
Unique (%)0.2%

Sample

1st row(2021년 04월)
2nd row<NA>
3rd row강원도 속초시
4th row주장애유형 : 전체
5th row행정지역

Common Values

ValueCountFrequency (%)
<NA> 2515
96.4%
강원도 속초시 조양동 17
 
0.7%
강원도 속초시 노학동 16
 
0.6%
강원도 속초시 교동 12
 
0.5%
강원도 속초시 금호동 10
 
0.4%
강원도 속초시 청호동 10
 
0.4%
강원도 속초시 영랑동 8
 
0.3%
강원도 속초시 대포동 8
 
0.3%
강원도 속초시 동명동 7
 
0.3%
(2021년 04월) 1
 
< 0.1%
Other values (4) 4
 
0.2%

Length

2023-12-12T17:50:33.875459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 2515
89.8%
강원도 90
 
3.2%
속초시 90
 
3.2%
조양동 17
 
0.6%
노학동 16
 
0.6%
교동 12
 
0.4%
금호동 10
 
0.4%
청호동 10
 
0.4%
대포동 8
 
0.3%
영랑동 8
 
0.3%
Other values (15) 24
 
0.9%

Unnamed: 1
Categorical

IMBALANCE 

Distinct19
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size20.5 KiB
<NA>
2382 
지체
 
29
시각
 
23
청각
 
23
지적
 
22
Other values (14)
 
129

Length

Max length5
Median length4
Mean length3.853911
Min length1

Unique

Unique2 ?
Unique (%)0.1%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row유형

Common Values

ValueCountFrequency (%)
<NA> 2382
91.3%
지체 29
 
1.1%
시각 23
 
0.9%
청각 23
 
0.9%
지적 22
 
0.8%
뇌병변 21
 
0.8%
정신 16
 
0.6%
신장 15
 
0.6%
언어 11
 
0.4%
자폐성 11
 
0.4%
Other values (9) 55
 
2.1%

Length

2023-12-12T17:50:34.060071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 2382
91.3%
지체 29
 
1.1%
시각 23
 
0.9%
청각 23
 
0.9%
지적 22
 
0.8%
뇌병변 21
 
0.8%
정신 16
 
0.6%
신장 15
 
0.6%
뇌전증 11
 
0.4%
자폐성 11
 
0.4%
Other values (9) 55
 
2.1%

Unnamed: 2
Text

Distinct100
Distinct (%)3.9%
Missing17
Missing (%)0.7%
Memory size20.5 KiB
2023-12-12T17:50:34.422451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length2
Mean length1.98379
Min length1

Characters and Unicode

Total characters5140
Distinct characters15
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row나이
2nd row합계
3rd row4
4th row7
5th row17
ValueCountFrequency (%)
소계 104
 
4.0%
63 55
 
2.1%
60 55
 
2.1%
61 54
 
2.1%
62 53
 
2.0%
56 52
 
2.0%
59 50
 
1.9%
74 47
 
1.8%
58 46
 
1.8%
66 45
 
1.7%
Other values (90) 2030
78.3%
2023-12-12T17:50:35.012883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6 707
13.8%
5 651
12.7%
7 635
12.4%
8 568
11.1%
4 521
10.1%
3 432
8.4%
2 405
7.9%
9 372
7.2%
1 355
6.9%
0 254
 
4.9%
Other values (5) 240
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4900
95.3%
Other Letter 240
 
4.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 707
14.4%
5 651
13.3%
7 635
13.0%
8 568
11.6%
4 521
10.6%
3 432
8.8%
2 405
8.3%
9 372
7.6%
1 355
7.2%
0 254
 
5.2%
Other Letter
ValueCountFrequency (%)
계 119
49.6%
소 104
43.3%
합 15
 
6.2%
나 1
 
0.4%
이 1
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common 4900
95.3%
Hangul 240
 
4.7%

Most frequent character per script

Common
ValueCountFrequency (%)
6 707
14.4%
5 651
13.3%
7 635
13.0%
8 568
11.6%
4 521
10.6%
3 432
8.8%
2 405
8.3%
9 372
7.6%
1 355
7.2%
0 254
 
5.2%
Hangul
ValueCountFrequency (%)
계 119
49.6%
소 104
43.3%
합 15
 
6.2%
나 1
 
0.4%
이 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4900
95.3%
Hangul 240
 
4.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 707
14.4%
5 651
13.3%
7 635
13.0%
8 568
11.6%
4 521
10.6%
3 432
8.8%
2 405
8.3%
9 372
7.6%
1 355
7.2%
0 254
 
5.2%
Hangul
ValueCountFrequency (%)
계 119
49.6%
소 104
43.3%
합 15
 
6.2%
나 1
 
0.4%
이 1
 
0.4%

Unnamed: 3
Unsupported

REJECTED  UNSUPPORTED 

Missing7
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 4
Unsupported

REJECTED  UNSUPPORTED 

Missing8
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 5
Unsupported

REJECTED  UNSUPPORTED 

Missing8
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 6
Unsupported

REJECTED  UNSUPPORTED 

Missing7
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 7
Unsupported

REJECTED  UNSUPPORTED 

Missing8
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 8
Unsupported

REJECTED  UNSUPPORTED 

Missing8
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 9
Unsupported

REJECTED  UNSUPPORTED 

Missing7
Missing (%)0.3%
Memory size20.5 KiB

Unnamed: 10
Unsupported

REJECTED  UNSUPPORTED 

Missing6
Missing (%)0.2%
Memory size20.5 KiB

Unnamed: 11
Unsupported

REJECTED  UNSUPPORTED 

Missing8
Missing (%)0.3%
Memory size20.5 KiB

Correlations

2023-12-12T17:50:35.173788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장애인 장애정도별, 연령별, 유형별 등록 현황Unnamed: 1Unnamed: 2
장애인 장애정도별, 연령별, 유형별 등록 현황1.0000.3990.640
Unnamed: 10.3991.0000.078
Unnamed: 20.6400.0781.000
2023-12-12T17:50:35.314403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Unnamed: 1장애인 장애정도별, 연령별, 유형별 등록 현황
Unnamed: 11.0000.162
장애인 장애정도별, 연령별, 유형별 등록 현황0.1621.000
2023-12-12T17:50:35.460918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장애인 장애정도별, 연령별, 유형별 등록 현황Unnamed: 1
장애인 장애정도별, 연령별, 유형별 등록 현황1.0000.162
Unnamed: 10.1621.000

Missing values

2023-12-12T17:50:33.074457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:50:33.311685image/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.
2023-12-12T17:50:33.562000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

장애인 장애정도별, 연령별, 유형별 등록 현황Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11
0(2021년 04월)<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN
1<NA><NA><NA>NaNNaNNaNNaNNaNNaNNaN페이지 : 1 / 105NaN
2강원도 속초시<NA><NA>NaNNaNNaNNaNNaNNaNNaN(단위: 명)NaN
3주장애유형 : 전체<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN
4행정지역유형나이합계NaNNaN심한 장애NaNNaN심하지 않은 장애NaNNaN
5<NA><NA><NA>합계남성여성소계남성여성소계남성여성
6<NA>합계<NA>49762892208418111091720316518011364
7<NA>지체합계2393140798647333214119201075845
8<NA><NA>4110110000
9<NA><NA>7110000110
장애인 장애정도별, 연령별, 유형별 등록 현황Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11
2598<NA><NA>59110000110
2599<NA>안면소계110000110
2600<NA><NA>61110000110
2601<NA>장루.요루소계110000110
2602<NA><NA>62110000110
2603강원도 속초시 대포동뇌전증소계110110000
2604<NA><NA>72110110000
2605<NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN
2606<NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN
2607출력일자 : 2021-5-7 11:40:8 출력자 : 유재은 출력부서 : 강원도 속초시 경제복지국 주민생활지원과<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN

Duplicate rows

Most frequently occurring

장애인 장애정도별, 연령별, 유형별 등록 현황Unnamed: 1Unnamed: 2# duplicates
69<NA><NA>6053
70<NA><NA>6153
72<NA><NA>6352
64<NA><NA>5651
67<NA><NA>5949
71<NA><NA>6248
84<NA><NA>7447
66<NA><NA>5845
75<NA><NA>6644
81<NA><NA>7144