Overview

Dataset statistics

Number of variables5
Number of observations1077
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory43.3 KiB
Average record size in memory41.1 B

Variable types

Numeric1
Text2
Categorical2

Dataset

Description장애인일자리 사업을 수행하는 기관 정보에 대한 데이터파일로 지역명, 기관유형, 기관명칭, 사업유형을 제공합니다.
Author한국장애인개발원
URLhttps://www.data.go.kr/data/3051090/fileData.do

Alerts

연번 is highly overall correlated with 기관유형High correlation
기관유형 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 17:29:13.857872
Analysis finished2023-12-12 17:29:14.465175
Duration0.61 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1077
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean539
Minimum1
Maximum1077
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.6 KiB
2023-12-13T02:29:14.557149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile54.8
Q1270
median539
Q3808
95-th percentile1023.2
Maximum1077
Range1076
Interquartile range (IQR)538

Descriptive statistics

Standard deviation311.04742
Coefficient of variation (CV)0.57708242
Kurtosis-1.2
Mean539
Median Absolute Deviation (MAD)269
Skewness0
Sum580503
Variance96750.5
MonotonicityStrictly increasing
2023-12-13T02:29:14.711316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
725 1
 
0.1%
711 1
 
0.1%
712 1
 
0.1%
713 1
 
0.1%
714 1
 
0.1%
715 1
 
0.1%
716 1
 
0.1%
717 1
 
0.1%
718 1
 
0.1%
Other values (1067) 1067
99.1%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1077 1
0.1%
1076 1
0.1%
1075 1
0.1%
1074 1
0.1%
1073 1
0.1%
1072 1
0.1%
1071 1
0.1%
1070 1
0.1%
1069 1
0.1%
1068 1
0.1%

지역
Text

Distinct238
Distinct (%)22.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
2023-12-13T02:29:15.071469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length6
Mean length6.0733519
Min length5

Characters and Unicode

Total characters6541
Distinct characters136
Distinct categories3 ?
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 row경기>고양시
2nd row경기>고양시
3rd row경기>고양시
4th row서울>구로구
5th row경북>구미시
ValueCountFrequency (%)
경남>창원시 29
 
2.6%
충북>청주시 15
 
1.3%
충남>천안시 13
 
1.2%
서울>강서구 12
 
1.1%
전북>전주시 11
 
1.0%
경기>안양시 10
 
0.9%
대구>중구 10
 
0.9%
경기>고양시 10
 
0.9%
대구>동구 10
 
0.9%
경북>구미시 9
 
0.8%
Other values (228) 983
88.4%
2023-12-13T02:29:15.554865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
> 1077
 
16.5%
구 470
 
7.2%
시 432
 
6.6%
경 351
 
5.4%
남 331
 
5.1%
군 307
 
4.7%
북 226
 
3.5%
전 207
 
3.2%
서 206
 
3.1%
산 177
 
2.7%
Other values (126) 2757
42.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5429
83.0%
Math Symbol 1077
 
16.5%
Space Separator 35
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 470
 
8.7%
시 432
 
8.0%
경 351
 
6.5%
남 331
 
6.1%
군 307
 
5.7%
북 226
 
4.2%
전 207
 
3.8%
서 206
 
3.8%
산 177
 
3.3%
울 164
 
3.0%
Other values (124) 2558
47.1%
Math Symbol
ValueCountFrequency (%)
> 1077
100.0%
Space Separator
ValueCountFrequency (%)
35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5429
83.0%
Common 1112
 
17.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 470
 
8.7%
시 432
 
8.0%
경 351
 
6.5%
남 331
 
6.1%
군 307
 
5.7%
북 226
 
4.2%
전 207
 
3.8%
서 206
 
3.8%
산 177
 
3.3%
울 164
 
3.0%
Other values (124) 2558
47.1%
Common
ValueCountFrequency (%)
> 1077
96.9%
35
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5429
83.0%
ASCII 1112
 
17.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
> 1077
96.9%
35
 
3.1%
Hangul
ValueCountFrequency (%)
구 470
 
8.7%
시 432
 
8.0%
경 351
 
6.5%
남 331
 
6.1%
군 307
 
5.7%
북 226
 
4.2%
전 207
 
3.8%
서 206
 
3.8%
산 177
 
3.3%
울 164
 
3.0%
Other values (124) 2558
47.1%

기관유형
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
시군구
605 
장애인단체
201 
장애인복지관
199 
특수교육기관
 
27
기타 관련기관
 
23

Length

Max length7
Median length3
Mean length4.1699164
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기타 관련기관
2nd row기타 관련기관
3rd row기타 관련기관
4th row기타 관련기관
5th row기타 관련기관

Common Values

ValueCountFrequency (%)
시군구 605
56.2%
장애인단체 201
 
18.7%
장애인복지관 199
 
18.5%
특수교육기관 27
 
2.5%
기타 관련기관 23
 
2.1%
장애인복지시설 22
 
2.0%

Length

2023-12-13T02:29:15.727478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:29:15.869420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
시군구 605
55.0%
장애인단체 201
 
18.3%
장애인복지관 199
 
18.1%
특수교육기관 27
 
2.5%
기타 23
 
2.1%
관련기관 23
 
2.1%
장애인복지시설 22
 
2.0%

기관명
Text

Distinct599
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
2023-12-13T02:29:16.239685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length21
Mean length7.5933148
Min length3

Characters and Unicode

Total characters8178
Distinct characters271
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique319 ?
Unique (%)29.6%

Sample

1st row고양시원흥종합사회복지관
2nd row고양시원흥종합사회복지관
3rd row고양시원흥종합사회복지관
4th row길가온혜명
5th row구미종합사회복지관
ValueCountFrequency (%)
동구청 18
 
1.5%
중구청 17
 
1.4%
서구청 15
 
1.2%
창원시 15
 
1.2%
북구청 14
 
1.1%
남구청 12
 
1.0%
사)대한안마사협회 11
 
0.9%
청주시 8
 
0.7%
사단법인 7
 
0.6%
사)한국시각장애인연합회 7
 
0.6%
Other values (652) 1104
89.9%
2023-12-13T02:29:16.767460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
청 632
 
7.7%
지 415
 
5.1%
시 402
 
4.9%
인 396
 
4.8%
장 377
 
4.6%
애 360
 
4.4%
구 294
 
3.6%
군 283
 
3.5%
복 237
 
2.9%
회 227
 
2.8%
Other values (261) 4555
55.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7829
95.7%
Space Separator 153
 
1.9%
Close Punctuation 101
 
1.2%
Open Punctuation 85
 
1.0%
Uppercase Letter 5
 
0.1%
Lowercase Letter 5
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
청 632
 
8.1%
지 415
 
5.3%
시 402
 
5.1%
인 396
 
5.1%
장 377
 
4.8%
애 360
 
4.6%
구 294
 
3.8%
군 283
 
3.6%
복 237
 
3.0%
회 227
 
2.9%
Other values (248) 4206
53.7%
Uppercase Letter
ValueCountFrequency (%)
M 1
20.0%
S 1
20.0%
D 1
20.0%
P 1
20.0%
I 1
20.0%
Lowercase Letter
ValueCountFrequency (%)
e 1
20.0%
g 1
20.0%
a 1
20.0%
t 1
20.0%
y 1
20.0%
Space Separator
ValueCountFrequency (%)
153
100.0%
Close Punctuation
ValueCountFrequency (%)
) 101
100.0%
Open Punctuation
ValueCountFrequency (%)
( 85
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7829
95.7%
Common 339
 
4.1%
Latin 10
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
청 632
 
8.1%
지 415
 
5.3%
시 402
 
5.1%
인 396
 
5.1%
장 377
 
4.8%
애 360
 
4.6%
구 294
 
3.8%
군 283
 
3.6%
복 237
 
3.0%
회 227
 
2.9%
Other values (248) 4206
53.7%
Latin
ValueCountFrequency (%)
M 1
10.0%
e 1
10.0%
g 1
10.0%
a 1
10.0%
t 1
10.0%
S 1
10.0%
y 1
10.0%
D 1
10.0%
P 1
10.0%
I 1
10.0%
Common
ValueCountFrequency (%)
153
45.1%
) 101
29.8%
( 85
25.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7829
95.7%
ASCII 349
 
4.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
청 632
 
8.1%
지 415
 
5.3%
시 402
 
5.1%
인 396
 
5.1%
장 377
 
4.8%
애 360
 
4.6%
구 294
 
3.8%
군 283
 
3.6%
복 237
 
3.0%
회 227
 
2.9%
Other values (248) 4206
53.7%
ASCII
ValueCountFrequency (%)
153
43.8%
) 101
28.9%
( 85
24.4%
M 1
 
0.3%
e 1
 
0.3%
g 1
 
0.3%
a 1
 
0.3%
t 1
 
0.3%
S 1
 
0.3%
y 1
 
0.3%
Other values (3) 3
 
0.9%

사업유형
Categorical

Distinct6
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
복지일자리(참여형)
393 
일반형일자리(전일제)
244 
일반형일자리(시간제)
242 
특화형일자리(발달장애인요양보호사보조)
84 
복지일자리(연계형)
67 

Length

Max length20
Median length18
Mean length11.580316
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row복지일자리(참여형)
2nd row일반형일자리(시간제)
3rd row일반형일자리(전일제)
4th row복지일자리(참여형)
5th row복지일자리(참여형)

Common Values

ValueCountFrequency (%)
복지일자리(참여형) 393
36.5%
일반형일자리(전일제) 244
22.7%
일반형일자리(시간제) 242
22.5%
특화형일자리(발달장애인요양보호사보조) 84
 
7.8%
복지일자리(연계형) 67
 
6.2%
특화형일자리(시각장애인안마사파견) 47
 
4.4%

Length

2023-12-13T02:29:16.924247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:29:17.058137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
복지일자리(참여형 393
36.5%
일반형일자리(전일제 244
22.7%
일반형일자리(시간제 242
22.5%
특화형일자리(발달장애인요양보호사보조 84
 
7.8%
복지일자리(연계형 67
 
6.2%
특화형일자리(시각장애인안마사파견 47
 
4.4%

Interactions

2023-12-13T02:29:14.193620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:29:17.142195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번기관유형사업유형
연번1.0000.8450.585
기관유형0.8451.0000.830
사업유형0.5850.8301.000
2023-12-13T02:29:17.233870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관유형사업유형
기관유형1.0000.444
사업유형0.4441.000
2023-12-13T02:29:17.331407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번기관유형사업유형
연번1.0000.6550.356
기관유형0.6551.0000.444
사업유형0.3560.4441.000

Missing values

2023-12-13T02:29:14.311353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:29:14.420296image/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

연번지역기관유형기관명사업유형
01경기>고양시기타 관련기관고양시원흥종합사회복지관복지일자리(참여형)
12경기>고양시기타 관련기관고양시원흥종합사회복지관일반형일자리(시간제)
23경기>고양시기타 관련기관고양시원흥종합사회복지관일반형일자리(전일제)
34서울>구로구기타 관련기관길가온혜명복지일자리(참여형)
45경북>구미시기타 관련기관구미종합사회복지관복지일자리(참여형)
56경북>구미시기타 관련기관금오종합사회복지관복지일자리(참여형)
67대구>달서구기타 관련기관대구광역시달구벌종합복지관복지일자리(참여형)
78대구>달서구기타 관련기관대구광역시달구벌종합복지관특화형일자리(발달장애인요양보호사보조)
89대구>달서구기타 관련기관사회적협동조합 행복림복지일자리(참여형)
910대구>달서구기타 관련기관학산종합사회복지관복지일자리(참여형)
연번지역기관유형기관명사업유형
10671068전남>영암군특수교육기관은광학교복지일자리(연계형)
10681069충북>음성군특수교육기관꽃동네학교 학교기업복지일자리(연계형)
10691070경남>창원시특수교육기관경남혜림학교복지일자리(연계형)
10701071경남>창원시 마산합포구특수교육기관창원동백학교복지일자리(연계형)
10711072경남>창원시 성산구특수교육기관창원천광학교복지일자리(연계형)
10721073경남>통영시특수교육기관통영잠포학교복지일자리(연계형)
10731074경북>포항시특수교육기관포항명도학교복지일자리(연계형)
10741075경북>포항시특수교육기관포항명도학교복지일자리(참여형)
10751076전남>함평군특수교육기관함평영화학교복지일자리(연계형)
10761077전남>함평군특수교육기관함평영화학교복지일자리(참여형)