Overview

Dataset statistics

Number of variables3
Number of observations76
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory26.7 B

Variable types

Categorical2
Numeric1

Dataset

DescriptionN/A
Author인천광역시서구시설관리공단
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15126927&srcSe=7661IVAWM27C61E190

Alerts

적용율 is highly overall correlated with 할인명High correlation
할인명 is highly overall correlated with 적용율High correlation
적용율 has 6 (7.9%) zerosZeros

Reproduction

Analysis started2024-03-18 01:36:47.214578
Analysis finished2024-03-18 01:36:48.368782
Duration1.15 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

센터명
Categorical

Distinct6
Distinct (%)7.9%
Missing0
Missing (%)0.0%
Memory size740.0 B
서구국민체육센터
14 
불로문화체육센터
14 
청라복합문화센터
13 
원당문화체육센터
13 
검단복지회관
12 

Length

Max length8
Median length8
Mean length7.5526316
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서구국민체육센터 14
18.4%
불로문화체육센터 14
18.4%
청라복합문화센터 13
17.1%
원당문화체육센터 13
17.1%
검단복지회관 12
15.8%
서구청소년센터 10
13.2%

Length

2024-03-18T10:36:48.440285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T10:36:48.538962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서구국민체육센터 14
18.4%
불로문화체육센터 14
18.4%
청라복합문화센터 13
17.1%
원당문화체육센터 13
17.1%
검단복지회관 12
15.8%
서구청소년센터 10
13.2%

할인명
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)30.3%
Missing0
Missing (%)0.0%
Memory size740.0 B
없음
6 
여성보건할인
6 
자원봉사자(체육시설감면증)
6 
그린카드
6 
다자녀(아이모아카드)
6 
Other values (18)
46 

Length

Max length14
Median length8.5
Mean length6.8157895
Min length2

Unique

Unique7 ?
Unique (%)9.2%

Sample

1st row없음
2nd row여성보건할인
3rd row국가유공자(문화)
4th row경로우대자
5th row기초생활수급자(문화)

Common Values

ValueCountFrequency (%)
없음 6
 
7.9%
여성보건할인 6
 
7.9%
자원봉사자(체육시설감면증) 6
 
7.9%
그린카드 6
 
7.9%
다자녀(아이모아카드) 6
 
7.9%
국가유공자 6
 
7.9%
기초생활수급자 5
 
6.6%
한부모가족 4
 
5.3%
무료(문화,체육) 4
 
5.3%
스포츠바우처 4
 
5.3%
Other values (13) 23
30.3%

Length

2024-03-18T10:36:48.667164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
없음 6
 
7.4%
여성보건할인 6
 
7.4%
자원봉사자(체육시설감면증 6
 
7.4%
그린카드 6
 
7.4%
다자녀(아이모아카드 6
 
7.4%
국가유공자 6
 
7.4%
기초생활수급자 5
 
6.2%
한부모가족 4
 
4.9%
무료(문화,체육 4
 
4.9%
스포츠바우처 4
 
4.9%
Other values (15) 28
34.6%

적용율
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)9.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.605263
Minimum0
Maximum100
Zeros6
Zeros (%)7.9%
Negative0
Negative (%)0.0%
Memory size816.0 B
2024-03-18T10:36:48.773581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q120
median30
Q350
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)30

Descriptive statistics

Standard deviation34.897595
Coefficient of variation (CV)0.78236495
Kurtosis-0.9856631
Mean44.605263
Median Absolute Deviation (MAD)20
Skewness0.57011785
Sum3390
Variance1217.8421
MonotonicityNot monotonic
2024-03-18T10:36:48.875144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
100 18
23.7%
50 18
23.7%
30 16
21.1%
0 6
 
7.9%
10 6
 
7.9%
5 6
 
7.9%
20 6
 
7.9%
ValueCountFrequency (%)
0 6
 
7.9%
5 6
 
7.9%
10 6
 
7.9%
20 6
 
7.9%
30 16
21.1%
50 18
23.7%
100 18
23.7%
ValueCountFrequency (%)
100 18
23.7%
50 18
23.7%
30 16
21.1%
20 6
 
7.9%
10 6
 
7.9%
5 6
 
7.9%
0 6
 
7.9%

Interactions

2024-03-18T10:36:48.016473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-18T10:36:48.950893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
센터명할인명적용율
센터명1.0000.0000.000
할인명0.0001.0000.997
적용율0.0000.9971.000
2024-03-18T10:36:49.020121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
할인명센터명
할인명1.0000.000
센터명0.0001.000
2024-03-18T10:36:49.102895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
적용율센터명할인명
적용율1.0000.0000.853
센터명0.0001.0000.000
할인명0.8530.0001.000

Missing values

2024-03-18T10:36:48.165047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-18T10:36:48.341947image/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

센터명할인명적용율
0검단복지회관없음0
1검단복지회관여성보건할인10
2검단복지회관국가유공자(문화)100
3검단복지회관경로우대자50
4검단복지회관기초생활수급자(문화)100
5검단복지회관기초생활수급자30
6검단복지회관복지카드100
7검단복지회관복지카드50
8검단복지회관국가유공자50
9검단복지회관그린카드5
센터명할인명적용율
66불로문화체육센터국가유공자50
67불로문화체육센터기초생활수급자30
68불로문화체육센터한부모가족30
69불로문화체육센터그린카드5
70불로문화체육센터무료(문화,체육)100
71불로문화체육센터스포츠바우처100
72불로문화체육센터무료체험 신청자(100%)100
73불로문화체육센터다자녀(아이모아카드)30
74불로문화체육센터자원봉사자(체육시설감면증)20
75불로문화체육센터프로그램 강사100