Overview

Dataset statistics

Number of variables6
Number of observations789
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory40.2 KiB
Average record size in memory52.2 B

Variable types

Categorical2
Numeric3
DateTime1

Dataset

Description수영장, 헬스장, 다목적실 및 기타 부대시설을 갖춘, 근로자와 시민 여러분을 위한 생활체육문화를 만들어 가는 근로자종합복지관의 일별 방문자 수입니다.
URLhttps://www.data.go.kr/data/15099394/fileData.do

Alerts

관리기관명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
이용자 수 is highly overall correlated with 년High correlation
년 is highly overall correlated with 이용자 수High correlation
이용자 수 has 222 (28.1%) zerosZeros

Reproduction

Analysis started2023-12-12 20:53:29.449765
Analysis finished2023-12-12 20:53:30.743440
Duration1.29 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size6.3 KiB
2021
365 
2022
365 
2023
59 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 365
46.3%
2022 365
46.3%
2023 59
 
7.5%

Length

2023-12-13T05:53:30.824754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:53:30.928381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 365
46.3%
2022 365
46.3%
2023 59
 
7.5%

월
Real number (ℝ)

Distinct12
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.148289
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.1 KiB
2023-12-13T05:53:31.059666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.5775758
Coefficient of variation (CV)0.58188153
Kurtosis-1.2785072
Mean6.148289
Median Absolute Deviation (MAD)3
Skewness0.09256985
Sum4851
Variance12.799048
MonotonicityNot monotonic
2023-12-13T05:53:31.209188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 93
11.8%
2 84
10.6%
3 62
7.9%
5 62
7.9%
7 62
7.9%
8 62
7.9%
10 62
7.9%
12 62
7.9%
4 60
7.6%
6 60
7.6%
Other values (2) 120
15.2%
ValueCountFrequency (%)
1 93
11.8%
2 84
10.6%
3 62
7.9%
4 60
7.6%
5 62
7.9%
6 60
7.6%
7 62
7.9%
8 62
7.9%
9 60
7.6%
10 62
7.9%
ValueCountFrequency (%)
12 62
7.9%
11 60
7.6%
10 62
7.9%
9 60
7.6%
8 62
7.9%
7 62
7.9%
6 60
7.6%
5 62
7.9%
4 60
7.6%
3 62
7.9%

일
Real number (ℝ)

Distinct31
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.688213
Minimum1
Maximum31
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.1 KiB
2023-12-13T05:53:31.333400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q18
median16
Q323
95-th percentile29
Maximum31
Range30
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.7863314
Coefficient of variation (CV)0.56005942
Kurtosis-1.1908782
Mean15.688213
Median Absolute Deviation (MAD)8
Skewness0.0093351872
Sum12378
Variance77.19962
MonotonicityNot monotonic
2023-12-13T05:53:31.472883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
1 26
 
3.3%
16 26
 
3.3%
28 26
 
3.3%
27 26
 
3.3%
26 26
 
3.3%
25 26
 
3.3%
24 26
 
3.3%
23 26
 
3.3%
22 26
 
3.3%
21 26
 
3.3%
Other values (21) 529
67.0%
ValueCountFrequency (%)
1 26
3.3%
2 26
3.3%
3 26
3.3%
4 26
3.3%
5 26
3.3%
6 26
3.3%
7 26
3.3%
8 26
3.3%
9 26
3.3%
10 26
3.3%
ValueCountFrequency (%)
31 15
1.9%
30 23
2.9%
29 23
2.9%
28 26
3.3%
27 26
3.3%
26 26
3.3%
25 26
3.3%
24 26
3.3%
23 26
3.3%
22 26
3.3%

이용자 수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct361
Distinct (%)45.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean227.73891
Minimum0
Maximum735
Zeros222
Zeros (%)28.1%
Negative0
Negative (%)0.0%
Memory size7.1 KiB
2023-12-13T05:53:31.610982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median193
Q3390
95-th percentile638.6
Maximum735
Range735
Interquartile range (IQR)390

Descriptive statistics

Standard deviation215.70538
Coefficient of variation (CV)0.94716084
Kurtosis-0.78498736
Mean227.73891
Median Absolute Deviation (MAD)193
Skewness0.6492951
Sum179686
Variance46528.81
MonotonicityNot monotonic
2023-12-13T05:53:31.773463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 222
28.1%
71 6
 
0.8%
214 5
 
0.6%
67 5
 
0.6%
170 5
 
0.6%
199 4
 
0.5%
206 4
 
0.5%
174 4
 
0.5%
228 4
 
0.5%
226 4
 
0.5%
Other values (351) 526
66.7%
ValueCountFrequency (%)
0 222
28.1%
38 1
 
0.1%
39 1
 
0.1%
43 1
 
0.1%
45 1
 
0.1%
46 1
 
0.1%
47 1
 
0.1%
48 1
 
0.1%
49 1
 
0.1%
51 3
 
0.4%
ValueCountFrequency (%)
735 1
0.1%
719 1
0.1%
701 1
0.1%
699 2
0.3%
697 2
0.3%
689 1
0.1%
687 1
0.1%
683 2
0.3%
682 1
0.1%
681 1
0.1%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.3 KiB
원주시시설관리공단
789 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
원주시시설관리공단 789
100.0%

Length

2023-12-13T05:53:31.924140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:53:32.045326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
원주시시설관리공단 789
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.3 KiB
Minimum2023-02-28 00:00:00
Maximum2023-02-28 00:00:00
2023-12-13T05:53:32.135206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:32.532611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T05:53:30.213152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:29.616130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:29.905932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:30.308835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:29.698633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:30.004509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:30.414646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:29.793656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:53:30.097378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:53:32.615077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월일이용자 수
년1.0000.5150.0000.680
월0.5151.0000.0000.649
일0.0000.0001.0000.000
이용자 수0.6800.6490.0001.000
2023-12-13T05:53:32.737361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
월일이용자 수년
월1.0000.0140.0140.359
일0.0141.0000.0220.000
이용자 수0.0140.0221.0000.531
년0.3590.0000.5311.000

Missing values

2023-12-13T05:53:30.592697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:53:30.701157image/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

년월일이용자 수관리기관명데이터기준일자
02021110원주시시설관리공단2023-02-28
12021120원주시시설관리공단2023-02-28
22021130원주시시설관리공단2023-02-28
32021140원주시시설관리공단2023-02-28
42021150원주시시설관리공단2023-02-28
52021160원주시시설관리공단2023-02-28
62021170원주시시설관리공단2023-02-28
72021180원주시시설관리공단2023-02-28
82021190원주시시설관리공단2023-02-28
920211100원주시시설관리공단2023-02-28
년월일이용자 수관리기관명데이터기준일자
7792023219452원주시시설관리공단2023-02-28
78020232200원주시시설관리공단2023-02-28
7812023221679원주시시설관리공단2023-02-28
7822023222623원주시시설관리공단2023-02-28
7832023223619원주시시설관리공단2023-02-28
7842023224581원주시시설관리공단2023-02-28
7852023225441원주시시설관리공단2023-02-28
7862023226445원주시시설관리공단2023-02-28
78720232270원주시시설관리공단2023-02-28
78820232280원주시시설관리공단2023-02-28