Overview

Dataset statistics

Number of variables5
Number of observations949
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory38.1 KiB
Average record size in memory41.1 B

Variable types

Categorical4
Numeric1

Dataset

Description년간 노인장기요양보험 시도별 등급별 자격별 판정 현황 자료 입니다. 데이터 컬럼 목록 : 시도, 성별, 자격, 판정등급, 판정인원수
URLhttps://www.data.go.kr/data/15072696/fileData.do

Reproduction

Analysis started2023-12-12 16:10:12.107389
Analysis finished2023-12-12 16:10:12.740466
Duration0.63 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도
Categorical

Distinct17
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
서울특별시
 
56
강원도
 
56
제주특별자치도
 
56
대구광역시
 
56
인천광역시
 
56
Other values (12)
669 

Length

Max length7
Median length5
Mean length4.6438356
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울특별시 56
 
5.9%
강원도 56
 
5.9%
제주특별자치도 56
 
5.9%
대구광역시 56
 
5.9%
인천광역시 56
 
5.9%
광주광역시 56
 
5.9%
대전광역시 56
 
5.9%
부산광역시 56
 
5.9%
경기도 56
 
5.9%
충청북도 56
 
5.9%
Other values (7) 389
41.0%

Length

2023-12-13T01:10:12.824380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 56
 
5.9%
강원도 56
 
5.9%
경상남도 56
 
5.9%
경상북도 56
 
5.9%
전라남도 56
 
5.9%
전라북도 56
 
5.9%
충청남도 56
 
5.9%
충청북도 56
 
5.9%
경기도 56
 
5.9%
부산광역시 56
 
5.9%
Other values (7) 389
41.0%

성별
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
여자
476 
남자
473 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
여자 476
50.2%
남자 473
49.8%

Length

2023-12-13T01:10:12.960233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:10:13.073615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여자 476
50.2%
남자 473
49.8%

자격
Categorical

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
일반
238 
기초
238 
경감
238 
의료급여
235 

Length

Max length4
Median length2
Mean length2.4952582
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
일반 238
25.1%
기초 238
25.1%
경감 238
25.1%
의료급여 235
24.8%

Length

2023-12-13T01:10:13.218399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:10:13.332306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반 238
25.1%
기초 238
25.1%
경감 238
25.1%
의료급여 235
24.8%

판정등급
Categorical

Distinct7
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
2등급
136 
3등급
136 
4등급
136 
등급외
136 
1등급
135 
Other values (2)
270 

Length

Max length6
Median length3
Mean length3.426765
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1등급
2nd row2등급
3rd row3등급
4th row4등급
5th row5등급

Common Values

ValueCountFrequency (%)
2등급 136
14.3%
3등급 136
14.3%
4등급 136
14.3%
등급외 136
14.3%
1등급 135
14.2%
5등급 135
14.2%
인지지원등급 135
14.2%

Length

2023-12-13T01:10:13.449986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:10:13.600129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2등급 136
14.3%
3등급 136
14.3%
4등급 136
14.3%
등급외 136
14.3%
1등급 135
14.2%
5등급 135
14.2%
인지지원등급 135
14.2%

판정인원수
Real number (ℝ)

Distinct660
Distinct (%)69.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1156.4405
Minimum0
Maximum28436
Zeros5
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size8.5 KiB
2023-12-13T01:10:13.772443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q164
median296
Q31180
95-th percentile5141.6
Maximum28436
Range28436
Interquartile range (IQR)1116

Descriptive statistics

Standard deviation2373.4665
Coefficient of variation (CV)2.0523897
Kurtosis35.750786
Mean1156.4405
Median Absolute Deviation (MAD)280
Skewness4.9626272
Sum1097462
Variance5633343.2
MonotonicityNot monotonic
2023-12-13T01:10:13.915386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 11
 
1.2%
5 10
 
1.1%
12 8
 
0.8%
7 8
 
0.8%
14 8
 
0.8%
9 8
 
0.8%
2 8
 
0.8%
6 7
 
0.7%
1 6
 
0.6%
15 6
 
0.6%
Other values (650) 869
91.6%
ValueCountFrequency (%)
0 5
0.5%
1 6
0.6%
2 8
0.8%
3 11
1.2%
4 6
0.6%
5 10
1.1%
6 7
0.7%
7 8
0.8%
8 4
 
0.4%
9 8
0.8%
ValueCountFrequency (%)
28436 1
0.1%
20271 1
0.1%
20192 1
0.1%
19960 1
0.1%
15371 1
0.1%
14904 1
0.1%
12180 1
0.1%
11826 1
0.1%
11784 1
0.1%
11307 1
0.1%

Interactions

2023-12-13T01:10:12.477095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:10:14.001681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시도성별자격판정등급판정인원수
시도1.0000.0000.0000.0000.213
성별0.0001.0000.0000.0000.257
자격0.0000.0001.0000.0000.335
판정등급0.0000.0000.0001.0000.291
판정인원수0.2130.2570.3350.2911.000
2023-12-13T01:10:14.109980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
성별판정등급시도자격
성별1.0000.0000.0000.000
판정등급0.0001.0000.0000.000
시도0.0000.0001.0000.000
자격0.0000.0000.0001.000
2023-12-13T01:10:14.212192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
판정인원수시도성별자격판정등급
판정인원수1.0000.0900.1930.1550.160
시도0.0901.0000.0000.0000.000
성별0.1930.0001.0000.0000.000
자격0.1550.0000.0001.0000.000
판정등급0.1600.0000.0000.0001.000

Missing values

2023-12-13T01:10:12.609010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:10:12.700420image/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

시도성별자격판정등급판정인원수
0서울특별시남자일반1등급1744
1서울특별시남자일반2등급2514
2서울특별시남자일반3등급7127
3서울특별시남자일반4등급9087
4서울특별시남자일반5등급2107
5서울특별시남자일반인지지원등급545
6서울특별시남자일반등급외3518
7서울특별시여자일반1등급3499
8서울특별시여자일반2등급5871
9서울특별시여자일반3등급14904
시도성별자격판정등급판정인원수
939제주특별자치도남자경감5등급87
940제주특별자치도남자경감인지지원등급25
941제주특별자치도남자경감등급외9
942제주특별자치도여자경감1등급246
943제주특별자치도여자경감2등급427
944제주특별자치도여자경감3등급927
945제주특별자치도여자경감4등급1015
946제주특별자치도여자경감5등급239
947제주특별자치도여자경감인지지원등급62
948제주특별자치도여자경감등급외41