Overview

Dataset statistics

Number of variables21
Number of observations46
Missing cells435
Missing cells (%)45.0%
Duplicate rows20
Duplicate rows (%)43.5%
Total size in memory7.7 KiB
Average record size in memory170.9 B

Variable types

Categorical1
Text1
Unsupported19

Dataset

Description장애인유형별,등급별등록현황201512월기준_20160425
Author전라북도
URLhttps://www.bigdatahub.go.kr/opendata/dataSet/detail.nm?contentId=37&rlik=49451aebf056b486&serviceId=201724

Alerts

Dataset has 20 (43.5%) duplicate rowsDuplicates
장애인 유형별, 등급별 등록 현황 is highly imbalanced (53.8%)Imbalance
Unnamed: 1 has 12 (26.1%) missing valuesMissing
Unnamed: 2 has 12 (26.1%) missing valuesMissing
Unnamed: 3 has 11 (23.9%) missing valuesMissing
Unnamed: 4 has 12 (26.1%) missing valuesMissing
Unnamed: 5 has 12 (26.1%) missing valuesMissing
Unnamed: 6 has 11 (23.9%) missing valuesMissing
Unnamed: 7 has 12 (26.1%) missing valuesMissing
Unnamed: 8 has 11 (23.9%) missing valuesMissing
Unnamed: 9 has 28 (60.9%) missing valuesMissing
Unnamed: 10 has 29 (63.0%) missing valuesMissing
Unnamed: 11 has 29 (63.0%) missing valuesMissing
Unnamed: 12 has 28 (60.9%) missing valuesMissing
Unnamed: 13 has 29 (63.0%) missing valuesMissing
Unnamed: 14 has 29 (63.0%) missing valuesMissing
Unnamed: 15 has 28 (60.9%) missing valuesMissing
Unnamed: 16 has 29 (63.0%) missing valuesMissing
Unnamed: 17 has 29 (63.0%) missing valuesMissing
Unnamed: 18 has 26 (56.5%) missing valuesMissing
Unnamed: 19 has 29 (63.0%) missing valuesMissing
Unnamed: 20 has 29 (63.0%) missing valuesMissing
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
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
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-14 01:00:12.152797
Analysis finished2024-03-14 01:00:12.247423
Duration0.09 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

장애인 유형별, 등급별 등록 현황
Categorical

IMBALANCE 

Distinct5
Distinct (%)10.9%
Missing0
Missing (%)0.0%
Memory size500.0 B
<NA>
37 
전라북도
4 
(2015년 12월)
 
2
구분
 
2
장애인 유형별, 등급별 등록 현황
 
1

Length

Max length18
Median length4
Mean length4.5217391
Min length2

Unique

Unique1 ?
Unique (%)2.2%

Sample

1st row(2015년 12월)
2nd row<NA>
3rd row<NA>
4th row전라북도
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 37
80.4%
전라북도 4
 
8.7%
(2015년 12월) 2
 
4.3%
구분 2
 
4.3%
장애인 유형별, 등급별 등록 현황 1
 
2.2%

Length

2024-03-14T10:00:12.312570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T10:00:12.394993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 37
71.2%
전라북도 4
 
7.7%
2015년 2
 
3.8%
12월 2
 
3.8%
구분 2
 
3.8%
장애인 1
 
1.9%
유형별 1
 
1.9%
등급별 1
 
1.9%
등록 1
 
1.9%
현황 1
 
1.9%

Unnamed: 1
Text

MISSING 

Distinct17
Distinct (%)50.0%
Missing12
Missing (%)26.1%
Memory size500.0 B
2024-03-14T10:00:12.522506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length2
Mean length2.4705882
Min length1

Characters and Unicode

Total characters84
Distinct characters34
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

Unique0 ?
Unique (%)0.0%

Sample

1st row장애유형
2nd row합계
3rd row지체
4th row시각
5th row청각
ValueCountFrequency (%)
장애유형 2
 
5.9%
정신 2
 
5.9%
장루.요루 2
 
5.9%
안면 2
 
5.9%
간 2
 
5.9%
호흡기 2
 
5.9%
심장 2
 
5.9%
신장 2
 
5.9%
자폐성 2
 
5.9%
합계 2
 
5.9%
Other values (7) 14
41.2%
2024-03-14T10:00:12.801863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
장 8
 
9.5%
루 4
 
4.8%
신 4
 
4.8%
뇌 4
 
4.8%
지 4
 
4.8%
각 4
 
4.8%
. 2
 
2.4%
면 2
 
2.4%
안 2
 
2.4%
성 2
 
2.4%
Other values (24) 48
57.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 82
97.6%
Other Punctuation 2
 
2.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 8
 
9.8%
루 4
 
4.9%
신 4
 
4.9%
뇌 4
 
4.9%
지 4
 
4.9%
각 4
 
4.9%
면 2
 
2.4%
안 2
 
2.4%
성 2
 
2.4%
간 2
 
2.4%
Other values (23) 46
56.1%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 82
97.6%
Common 2
 
2.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 8
 
9.8%
루 4
 
4.9%
신 4
 
4.9%
뇌 4
 
4.9%
지 4
 
4.9%
각 4
 
4.9%
면 2
 
2.4%
안 2
 
2.4%
성 2
 
2.4%
간 2
 
2.4%
Other values (23) 46
56.1%
Common
ValueCountFrequency (%)
. 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 82
97.6%
ASCII 2
 
2.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
장 8
 
9.8%
루 4
 
4.9%
신 4
 
4.9%
뇌 4
 
4.9%
지 4
 
4.9%
각 4
 
4.9%
면 2
 
2.4%
안 2
 
2.4%
성 2
 
2.4%
간 2
 
2.4%
Other values (23) 46
56.1%
ASCII
ValueCountFrequency (%)
. 2
100.0%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing12
Missing (%)26.1%
Memory size500.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)23.9%
Memory size500.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing12
Missing (%)26.1%
Memory size500.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing12
Missing (%)26.1%
Memory size500.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)23.9%
Memory size500.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing12
Missing (%)26.1%
Memory size500.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing11
Missing (%)23.9%
Memory size500.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)60.9%
Memory size500.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)60.9%
Memory size500.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)60.9%
Memory size500.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing26
Missing (%)56.5%
Memory size500.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing29
Missing (%)63.0%
Memory size500.0 B

Sample

장애인 유형별, 등급별 등록 현황Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20
0(2015년 12월)<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3전라북도<NA>NaNNaNNaNNaNNaNNaN(단위: 명)NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5구분장애유형합계1급2급3급4급5급6급NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6전라북도합계12974192601729922946204232829131522NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7<NA>지체69454170738638452140452113820249NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
8<NA>시각1186613633516096229567965NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9<NA>청각1309631121342169287835552049NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
장애인 유형별, 등급별 등록 현황Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20
36<NA>뇌병변12272114311952338121512742489156913782947959748170791461815328174421259
37<NA>자폐성6071844422823248280891099000000000
38<NA>정신538881741559548051759179216823474000000000
39<NA>신장2429127631901010647165700016521364197561000
40<NA>심장181336141226745312710116521000
41<NA>호흡기372351146782510317051221000112000
42<NA>간343808921112719921122371294000
43<NA>안면118415111324142539173249101000
44<NA>장루.요루560000022309392311073389091181000
45<NA>뇌전증453551061420474390147136283272350000

Duplicate rows

Most frequently occurring

장애인 유형별, 등급별 등록 현황Unnamed: 1# duplicates
19<NA><NA>7
0(2015년 12월)<NA>2
1구분장애유형2
2전라북도합계2
3전라북도<NA>2
4<NA>간2
5<NA>뇌병변2
6<NA>뇌전증2
7<NA>시각2
8<NA>신장2