Overview

Dataset statistics

Number of variables4
Number of observations21
Missing cells3
Missing cells (%)3.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory846.0 B
Average record size in memory40.3 B

Variable types

Categorical3
Numeric1

Dataset

Description제주특별자치도 평일 여가 시간 자유로운 정도 통계 데이터로, 2018년에서 2020년까지 제주특별자치도 내 평일 여가 시간이 자유로운 정도에 따른 응답자 비율 정보를 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15096980/fileData.do

Alerts

시도 has constant value ""Constant
응답률 has 3 (14.3%) missing valuesMissing

Reproduction

Analysis started2023-12-12 17:17:08.762474
Analysis finished2023-12-12 17:17:09.151885
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

Distinct3
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size300.0 B
2018
7 
2019
7 
2020
7 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2018 7
33.3%
2019 7
33.3%
2020 7
33.3%

Length

2023-12-13T02:17:09.228088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:17:09.348616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 7
33.3%
2019 7
33.3%
2020 7
33.3%

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size300.0 B
제주
21 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제주 21
100.0%

Length

2023-12-13T02:17:09.465588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:17:09.576203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제주 21
100.0%

구분
Categorical

Distinct7
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Memory size300.0 B
전혀 자유롭지 않음
3 
자유롭지 않음
3 
다소 자유롭지 않음
3 
보통
3 
다소 자유로움
3 
Other values (2)
6 

Length

Max length10
Median length7
Mean length6.7142857
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row전혀 자유롭지 않음
2nd row자유롭지 않음
3rd row다소 자유롭지 않음
4th row보통
5th row다소 자유로움

Common Values

ValueCountFrequency (%)
전혀 자유롭지 않음 3
14.3%
자유롭지 않음 3
14.3%
다소 자유롭지 않음 3
14.3%
보통 3
14.3%
다소 자유로움 3
14.3%
자유로움 3
14.3%
매우 자유로움 3
14.3%

Length

2023-12-13T02:17:09.695792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:17:09.838549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자유롭지 9
21.4%
않음 9
21.4%
자유로움 9
21.4%
다소 6
14.3%
전혀 3
 
7.1%
보통 3
 
7.1%
매우 3
 
7.1%

응답률
Real number (ℝ)

MISSING 

Distinct18
Distinct (%)100.0%
Missing3
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean16.666667
Minimum1.1
Maximum49.7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size321.0 B
2023-12-13T02:17:09.988756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.1
5-th percentile1.865
Q111.125
median14.85
Q318.925
95-th percentile38.14
Maximum49.7
Range48.6
Interquartile range (IQR)7.8

Descriptive statistics

Standard deviation12.014403
Coefficient of variation (CV)0.72086419
Kurtosis2.4240165
Mean16.666667
Median Absolute Deviation (MAD)4.35
Skewness1.3362198
Sum300
Variance144.34588
MonotonicityNot monotonic
2023-12-13T02:17:10.126623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
16.3 1
 
4.8%
3.3 1
 
4.8%
8.1 1
 
4.8%
22.3 1
 
4.8%
36.1 1
 
4.8%
16.7 1
 
4.8%
12.3 1
 
4.8%
1.1 1
 
4.8%
2.0 1
 
4.8%
10.9 1
 
4.8%
Other values (8) 8
38.1%
(Missing) 3
 
14.3%
ValueCountFrequency (%)
1.1 1
4.8%
2.0 1
4.8%
3.3 1
4.8%
8.1 1
4.8%
10.9 1
4.8%
11.8 1
4.8%
12.3 1
4.8%
14.4 1
4.8%
14.7 1
4.8%
15.0 1
4.8%
ValueCountFrequency (%)
49.7 1
4.8%
36.1 1
4.8%
28.8 1
4.8%
22.3 1
4.8%
19.6 1
4.8%
16.9 1
4.8%
16.7 1
4.8%
16.3 1
4.8%
15.0 1
4.8%
14.7 1
4.8%

Interactions

2023-12-13T02:17:08.880381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:17:10.208537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도구분응답률
연도1.0000.0000.303
구분0.0001.0000.516
응답률0.3030.5161.000
2023-12-13T02:17:10.609494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도구분
연도1.0000.000
구분0.0001.000
2023-12-13T02:17:10.713448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
응답률연도구분
응답률1.0000.0470.233
연도0.0471.0000.000
구분0.2330.0001.000

Missing values

2023-12-13T02:17:09.010413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:17:09.113177image/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

연도시도구분응답률
02018제주전혀 자유롭지 않음2.0
12018제주자유롭지 않음10.9
22018제주다소 자유롭지 않음11.8
32018제주보통28.8
42018제주다소 자유로움14.7
52018제주자유로움15.0
62018제주매우 자유로움16.9
72019제주전혀 자유롭지 않음<NA>
82019제주자유롭지 않음<NA>
92019제주다소 자유롭지 않음<NA>
연도시도구분응답률
112019제주다소 자유로움49.7
122019제주자유로움14.4
132019제주매우 자유로움16.3
142020제주전혀 자유롭지 않음1.1
152020제주자유롭지 않음12.3
162020제주다소 자유롭지 않음16.7
172020제주보통36.1
182020제주다소 자유로움22.3
192020제주자유로움8.1
202020제주매우 자유로움3.3