Overview

Dataset statistics

Number of variables8
Number of observations31
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.1 KiB
Average record size in memory69.3 B

Variable types

Categorical7
Numeric1

Dataset

Description울산시설공단 동천국민체육센터_이용요금_정보로서 구분, 종목, 연령, 시간, 요금 등의 항목 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15052049/fileData.do

Alerts

시설명 has constant value ""Constant
연락처 has constant value ""Constant
데이터기준일자 has constant value ""Constant
구분 is highly overall correlated with 요금 and 1 other fieldsHigh correlation
시간 is highly overall correlated with 구분 and 1 other fieldsHigh correlation
요금 is highly overall correlated with 구분High correlation
종목 is highly overall correlated with 시간High correlation

Reproduction

Analysis started2023-12-12 20:29:34.033034
Analysis finished2023-12-12 20:29:34.744329
Duration0.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
동천국민체육센터
31 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동천국민체육센터 31
100.0%

Length

2023-12-13T05:29:34.816348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:34.955182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동천국민체육센터 31
100.0%

구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Memory size380.0 B
월강습
22 
일일입장
6 
월자유이용
3 

Length

Max length5
Median length3
Mean length3.3870968
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
월강습 22
71.0%
일일입장 6
 
19.4%
월자유이용 3
 
9.7%

Length

2023-12-13T05:29:35.076338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:35.220793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월강습 22
71.0%
일일입장 6
 
19.4%
월자유이용 3
 
9.7%

종목
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Memory size380.0 B
스쿼시
13 
수영
6 
생활체조실
4 
아쿠아로빅
3 
체육관(배드민턴,탁구)
2 
Other values (2)
3 

Length

Max length12
Median length10
Mean length4.3225806
Min length2

Unique

Unique1 ?
Unique (%)3.2%

Sample

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

Common Values

ValueCountFrequency (%)
스쿼시 13
41.9%
수영 6
19.4%
생활체조실 4
 
12.9%
아쿠아로빅 3
 
9.7%
체육관(배드민턴,탁구) 2
 
6.5%
체육관(검도) 2
 
6.5%
체육관(어린이농구) 1
 
3.2%

Length

2023-12-13T05:29:35.377199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:35.537145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
스쿼시 13
41.9%
수영 6
19.4%
생활체조실 4
 
12.9%
아쿠아로빅 3
 
9.7%
체육관(배드민턴,탁구 2
 
6.5%
체육관(검도 2
 
6.5%
체육관(어린이농구 1
 
3.2%

이용구분(연령)
Categorical

Distinct6
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Memory size380.0 B
성인
12 
청소년,군인
7 
어린이,노인
6 
청소년,군인,어린이,노인
4 
노인
 
1

Length

Max length13
Median length6
Mean length5.1290323
Min length2

Unique

Unique2 ?
Unique (%)6.5%

Sample

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

Common Values

ValueCountFrequency (%)
성인 12
38.7%
청소년,군인 7
22.6%
어린이,노인 6
19.4%
청소년,군인,어린이,노인 4
 
12.9%
노인 1
 
3.2%
어린이 1
 
3.2%

Length

2023-12-13T05:29:35.701646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:35.837371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 12
38.7%
청소년,군인 7
22.6%
어린이,노인 6
19.4%
청소년,군인,어린이,노인 4
 
12.9%
노인 1
 
3.2%
어린이 1
 
3.2%

시간
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)22.6%
Missing0
Missing (%)0.0%
Memory size380.0 B
주3회
10 
주5회
6 
주2회
5 
주6회(월~토)
3 
월~금
3 
Other values (2)
4 

Length

Max length8
Median length3
Mean length3.3870968
Min length2

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row주3회
2nd row주5회
3rd row주3회
4th row주5회
5th row주3회

Common Values

ValueCountFrequency (%)
주3회 10
32.3%
주5회 6
19.4%
주2회 5
16.1%
주6회(월~토) 3
 
9.7%
월~금 3
 
9.7%
주말 3
 
9.7%
주1회 1
 
3.2%

Length

2023-12-13T05:29:35.968902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:36.087176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주3회 10
32.3%
주5회 6
19.4%
주2회 5
16.1%
주6회(월~토 3
 
9.7%
월~금 3
 
9.7%
주말 3
 
9.7%
주1회 1
 
3.2%

요금
Real number (ℝ)

HIGH CORRELATION 

Distinct15
Distinct (%)48.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32306.452
Minimum2500
Maximum65000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2023-12-13T05:29:36.208825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2500
5-th percentile3000
Q117500
median35000
Q347500
95-th percentile60000
Maximum65000
Range62500
Interquartile range (IQR)30000

Descriptive statistics

Standard deviation19558.748
Coefficient of variation (CV)0.60541307
Kurtosis-1.206665
Mean32306.452
Median Absolute Deviation (MAD)15000
Skewness-0.15586668
Sum1001500
Variance3.8254462 × 108
MonotonicityNot monotonic
2023-12-13T05:29:36.331708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
45000 4
12.9%
50000 3
9.7%
20000 3
9.7%
35000 3
9.7%
60000 2
 
6.5%
40000 2
 
6.5%
55000 2
 
6.5%
25000 2
 
6.5%
15000 2
 
6.5%
4000 2
 
6.5%
Other values (5) 6
19.4%
ValueCountFrequency (%)
2500 1
 
3.2%
3000 2
6.5%
4000 2
6.5%
5000 1
 
3.2%
15000 2
6.5%
20000 3
9.7%
25000 2
6.5%
30000 1
 
3.2%
35000 3
9.7%
40000 2
6.5%
ValueCountFrequency (%)
65000 1
 
3.2%
60000 2
6.5%
55000 2
6.5%
50000 3
9.7%
45000 4
12.9%
40000 2
6.5%
35000 3
9.7%
30000 1
 
3.2%
25000 2
6.5%
20000 3
9.7%

연락처
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
052-296-2512
31 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row052-296-2512
2nd row052-296-2512
3rd row052-296-2512
4th row052-296-2512
5th row052-296-2512

Common Values

ValueCountFrequency (%)
052-296-2512 31
100.0%

Length

2023-12-13T05:29:36.455333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:36.552700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
052-296-2512 31
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-07-14
31 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-14
2nd row2023-07-14
3rd row2023-07-14
4th row2023-07-14
5th row2023-07-14

Common Values

ValueCountFrequency (%)
2023-07-14 31
100.0%

Length

2023-12-13T05:29:36.661820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:29:36.770067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-14 31
100.0%

Interactions

2023-12-13T05:29:34.360140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:29:36.840698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분종목이용구분(연령)시간요금
구분1.0000.5810.0001.0000.802
종목0.5811.0000.6650.9000.715
이용구분(연령)0.0000.6651.0000.3810.475
시간1.0000.9000.3811.0000.749
요금0.8020.7150.4750.7491.000
2023-12-13T05:29:36.973434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분이용구분(연령)시간종목
구분1.0000.0000.9260.431
이용구분(연령)0.0001.0000.2170.459
시간0.9260.2171.0000.533
종목0.4310.4590.5331.000
2023-12-13T05:29:37.075669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
요금구분종목이용구분(연령)시간
요금1.0000.6010.4430.2430.475
구분0.6011.0000.4310.0000.926
종목0.4430.4311.0000.4590.533
이용구분(연령)0.2430.0000.4591.0000.217
시간0.4750.9260.5330.2171.000

Missing values

2023-12-13T05:29:34.513770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:29:34.679352image/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

시설명구분종목이용구분(연령)시간요금연락처데이터기준일자
0동천국민체육센터월강습아쿠아로빅성인주3회50000052-296-25122023-07-14
1동천국민체육센터월강습수영성인주5회65000052-296-25122023-07-14
2동천국민체육센터월강습아쿠아로빅청소년,군인주3회45000052-296-25122023-07-14
3동천국민체육센터월강습수영청소년,군인주5회60000052-296-25122023-07-14
4동천국민체육센터월강습아쿠아로빅노인주3회40000052-296-25122023-07-14
5동천국민체육센터월강습수영어린이,노인주5회55000052-296-25122023-07-14
6동천국민체육센터월강습생활체조실성인주2회20000052-296-25122023-07-14
7동천국민체육센터월강습생활체조실성인주3회25000052-296-25122023-07-14
8동천국민체육센터월강습생활체조실청소년,군인,어린이,노인주2회15000052-296-25122023-07-14
9동천국민체육센터월강습생활체조실청소년,군인,어린이,노인주3회20000052-296-25122023-07-14
시설명구분종목이용구분(연령)시간요금연락처데이터기준일자
21동천국민체육센터월강습스쿼시청소년,군인주2회35000052-296-25122023-07-14
22동천국민체육센터월강습스쿼시청소년,군인주3회45000052-296-25122023-07-14
23동천국민체육센터월강습스쿼시어린이,노인주2회35000052-296-25122023-07-14
24동천국민체육센터월강습스쿼시어린이,노인주3회45000052-296-25122023-07-14
25동천국민체육센터일일입장스쿼시성인월~금4000052-296-25122023-07-14
26동천국민체육센터일일입장스쿼시청소년,군인월~금3000052-296-25122023-07-14
27동천국민체육센터일일입장스쿼시어린이,노인월~금2500052-296-25122023-07-14
28동천국민체육센터일일입장스쿼시성인주말5000052-296-25122023-07-14
29동천국민체육센터일일입장스쿼시청소년,군인주말4000052-296-25122023-07-14
30동천국민체육센터일일입장스쿼시어린이,노인주말3000052-296-25122023-07-14