Overview

Dataset statistics

Number of variables6
Number of observations50
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory51.6 B

Variable types

Categorical5
Numeric1

Dataset

Description울산시설공단_문수체육시설 이용요금정보에 대한 데이터로 시설명, 종목, 연령, 이용구분, 시간, 요금 등을 제공합니다.
URLhttps://www.data.go.kr/data/15054508/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
요금 is highly overall correlated with 종목High correlation
구분 is highly overall correlated with 종목 and 1 other fieldsHigh correlation
종목 is highly overall correlated with 요금 and 2 other fieldsHigh correlation
시간 is highly overall correlated with 구분 and 1 other fieldsHigh correlation

Reproduction

Analysis started2023-12-12 23:21:35.973979
Analysis finished2023-12-12 23:21:36.560482
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size532.0 B
월강습
22 
일일입장
14 
대관
8 
월자유이용
6 

Length

Max length5
Median length4
Mean length3.36
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
월강습 22
44.0%
일일입장 14
28.0%
대관 8
 
16.0%
월자유이용 6
 
12.0%

Length

2023-12-13T08:21:36.655934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:21:36.769549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월강습 22
44.0%
일일입장 14
28.0%
대관 8
 
16.0%
월자유이용 6
 
12.0%

종목
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Memory size532.0 B
스쿼시
15 
수영
6 
아쿠아로빅
6 
궁도
5 
생활체조실
4 
Other values (9)
14 

Length

Max length8
Median length7
Mean length3.6
Min length2

Unique

Unique5 ?
Unique (%)10.0%

Sample

1st row수영
2nd row수영
3rd row수영
4th row아쿠아로빅
5th row아쿠아로빅

Common Values

ValueCountFrequency (%)
스쿼시 15
30.0%
수영 6
 
12.0%
아쿠아로빅 6
 
12.0%
궁도 5
 
10.0%
생활체조실 4
 
8.0%
수영장 3
 
6.0%
경영풀 2
 
4.0%
연습풀 2
 
4.0%
테니스(단체) 2
 
4.0%
테니스(개인) 1
 
2.0%
Other values (4) 4
 
8.0%

Length

2023-12-13T08:21:36.894112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
스쿼시 15
30.0%
수영 6
 
12.0%
아쿠아로빅 6
 
12.0%
궁도 5
 
10.0%
생활체조실 4
 
8.0%
수영장 3
 
6.0%
경영풀 2
 
4.0%
연습풀 2
 
4.0%
테니스(단체 2
 
4.0%
테니스(개인 1
 
2.0%
Other values (4) 4
 
8.0%

이용구분(연령)
Categorical

Distinct13
Distinct (%)26.0%
Missing0
Missing (%)0.0%
Memory size532.0 B
성인
7 
구분없음
7 
어른
7 
어린이,노인
5 
학생
5 
Other values (8)
19 

Length

Max length13
Median length6
Mean length3.94
Min length2

Unique

Unique2 ?
Unique (%)4.0%

Sample

1st row성인
2nd row청소년,군인
3rd row어린이,노인
4th row성인
5th row청소년,군인

Common Values

ValueCountFrequency (%)
성인 7
14.0%
구분없음 7
14.0%
어른 7
14.0%
어린이,노인 5
10.0%
학생 5
10.0%
청소년,군인 4
8.0%
체육경기 3
6.0%
체육경기외 3
6.0%
노인 3
6.0%
청소년,군인,어린이,노인 2
 
4.0%
Other values (3) 4
8.0%

Length

2023-12-13T08:21:37.040473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
성인 7
14.0%
구분없음 7
14.0%
어른 7
14.0%
어린이,노인 5
10.0%
학생 5
10.0%
청소년,군인 4
8.0%
체육경기 3
6.0%
체육경기외 3
6.0%
노인 3
6.0%
청소년,군인,어린이,노인 2
 
4.0%
Other values (3) 4
8.0%

시간
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Memory size532.0 B
주3회
9 
1회3시간기준(토,일,공휴일50%추가)
8 
주2회
7 
1회
4 
주5회
3 
Other values (9)
19 

Length

Max length21
Median length16.5
Mean length7.08
Min length2

Unique

Unique4 ?
Unique (%)8.0%

Sample

1st row주5회
2nd row주5회
3rd row주5회
4th row주2회
5th row주2회

Common Values

ValueCountFrequency (%)
주3회 9
18.0%
1회3시간기준(토,일,공휴일50%추가) 8
16.0%
주2회 7
14.0%
1회 4
8.0%
주5회 3
 
6.0%
주5회(월~금) 3
 
6.0%
주6회(월~토) 3
 
6.0%
월~토 3
 
6.0%
월~금 3
 
6.0%
주말 3
 
6.0%
Other values (4) 4
8.0%

Length

2023-12-13T08:21:37.190242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주3회 9
18.0%
1회3시간기준(토,일,공휴일50%추가 8
16.0%
주2회 7
14.0%
1회 4
8.0%
주5회 3
 
6.0%
주5회(월~금 3
 
6.0%
주6회(월~토 3
 
6.0%
월~토 3
 
6.0%
월~금 3
 
6.0%
주말 3
 
6.0%
Other values (4) 4
8.0%

요금
Real number (ℝ)

HIGH CORRELATION 

Distinct28
Distinct (%)56.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54588
Minimum500
Maximum600000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size582.0 B
2023-12-13T08:21:37.334712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum500
5-th percentile1675
Q14250
median35000
Q350000
95-th percentile164000
Maximum600000
Range599500
Interquartile range (IQR)45750

Descriptive statistics

Standard deviation100695.67
Coefficient of variation (CV)1.8446485
Kurtosis19.987997
Mean54588
Median Absolute Deviation (MAD)20000
Skewness4.261022
Sum2729400
Variance1.0139618 × 1010
MonotonicityNot monotonic
2023-12-13T08:21:37.486070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
40000 5
 
10.0%
50000 4
 
8.0%
45000 4
 
8.0%
20000 3
 
6.0%
30000 3
 
6.0%
4000 3
 
6.0%
3000 3
 
6.0%
55000 2
 
4.0%
35000 2
 
4.0%
25000 2
 
4.0%
Other values (18) 19
38.0%
ValueCountFrequency (%)
500 1
 
2.0%
700 1
 
2.0%
1000 1
 
2.0%
2500 2
4.0%
2700 1
 
2.0%
3000 3
6.0%
3500 1
 
2.0%
4000 3
6.0%
5000 1
 
2.0%
10000 1
 
2.0%
ValueCountFrequency (%)
600000 1
2.0%
400000 1
2.0%
200000 1
2.0%
120000 1
2.0%
110000 1
2.0%
80000 1
2.0%
70000 1
2.0%
65000 1
2.0%
60000 1
2.0%
55000 2
4.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size532.0 B
2023-07-04
50 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-04
2nd row2023-07-04
3rd row2023-07-04
4th row2023-07-04
5th row2023-07-04

Common Values

ValueCountFrequency (%)
2023-07-04 50
100.0%

Length

2023-12-13T08:21:37.618218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:21:37.710795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-04 50
100.0%

Interactions

2023-12-13T08:21:36.234208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:21:37.792190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분종목이용구분(연령)시간요금
구분1.0000.7880.6331.0000.301
종목0.7881.0000.6860.9580.833
이용구분(연령)0.6330.6861.0000.0000.546
시간1.0000.9580.0001.0000.000
요금0.3010.8330.5460.0001.000
2023-12-13T08:21:38.230587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분시간이용구분(연령)종목
구분1.0000.8850.3770.512
시간0.8851.0000.0000.599
이용구분(연령)0.3770.0001.0000.314
종목0.5120.5990.3141.000
2023-12-13T08:21:38.312571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
요금구분종목이용구분(연령)시간
요금1.0000.2490.5600.2760.000
구분0.2491.0000.5120.3770.885
종목0.5600.5121.0000.3140.599
이용구분(연령)0.2760.3770.3141.0000.000
시간0.0000.8850.5990.0001.000

Missing values

2023-12-13T08:21:36.370502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:21:36.501651image/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

구분종목이용구분(연령)시간요금데이터기준일자
0월강습수영성인주5회650002023-07-04
1월강습수영청소년,군인주5회600002023-07-04
2월강습수영어린이,노인주5회550002023-07-04
3월강습아쿠아로빅성인주2회400002023-07-04
4월강습아쿠아로빅청소년,군인주2회350002023-07-04
5월강습아쿠아로빅어린이,노인주2회300002023-07-04
6월강습아쿠아로빅성인주3회500002023-07-04
7월강습아쿠아로빅청소년,군인주3회450002023-07-04
8월강습아쿠아로빅어린이,노인주3회400002023-07-04
9월강습생활체조실성인주2회250002023-07-04
구분종목이용구분(연령)시간요금데이터기준일자
40월자유이용스쿼시학생월~토450002023-07-04
41월자유이용스쿼시노인월~토400002023-07-04
42일일입장스쿼시어른월~금40002023-07-04
43일일입장스쿼시학생월~금30002023-07-04
44일일입장스쿼시노인월~금25002023-07-04
45일일입장스쿼시어른주말50002023-07-04
46일일입장스쿼시학생주말40002023-07-04
47일일입장스쿼시노인주말30002023-07-04
48대관스쿼시체육경기1회3시간기준(토,일,공휴일50%추가)200002023-07-04
49대관스쿼시체육경기외1회3시간기준(토,일,공휴일50%추가)400002023-07-04