Overview

Dataset statistics

Number of variables5
Number of observations42
Missing cells4
Missing cells (%)1.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.8 KiB
Average record size in memory44.1 B

Variable types

Categorical2
Numeric2
DateTime1

Dataset

Description경상남도 양산시 공공와이파이(버스) 설치 현황에 대한 데이터로 운수회사, 노선번호, 차량대수 등의 항목을 제공합니다.
Author경상남도
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15074022

Alerts

출처 has constant value ""Constant
데이터기준일자 has constant value ""Constant
노선번호 has 4 (9.5%) missing valuesMissing

Reproduction

Analysis started2023-12-10 23:12:29.848332
Analysis finished2023-12-10 23:12:30.887246
Duration1.04 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

운수회사
Categorical

Distinct2
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size468.0 B
㈜세원
31 
푸른교통㈜
11 

Length

Max length5
Median length4
Mean length4.2619048
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row㈜세원
2nd row㈜세원
3rd row㈜세원
4th row㈜세원
5th row㈜세원

Common Values

ValueCountFrequency (%)
㈜세원 31
73.8%
푸른교통㈜ 11
 
26.2%

Length

2023-12-11T08:12:30.952695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:12:31.063514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
㈜세원 31
73.8%
푸른교통㈜ 11
 
26.2%

노선번호
Real number (ℝ)

MISSING 

Distinct34
Distinct (%)89.5%
Missing4
Missing (%)9.5%
Infinite0
Infinite (%)0.0%
Mean472.21053
Minimum2
Maximum3000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-11T08:12:31.194893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile7.25
Q121.5
median57.5
Q3137.75
95-th percentile2405
Maximum3000
Range2998
Interquartile range (IQR)116.25

Descriptive statistics

Standard deviation853.30598
Coefficient of variation (CV)1.8070456
Kurtosis2.9111361
Mean472.21053
Median Absolute Deviation (MAD)46.5
Skewness1.9700731
Sum17944
Variance728131.09
MonotonicityNot monotonic
2023-12-11T08:12:31.346843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
3000 2
 
4.8%
11 2
 
4.8%
12 2
 
4.8%
52 2
 
4.8%
1000 1
 
2.4%
1100 1
 
2.4%
1200 1
 
2.4%
1300 1
 
2.4%
1500 1
 
2.4%
56 1
 
2.4%
Other values (24) 24
57.1%
(Missing) 4
 
9.5%
ValueCountFrequency (%)
2 1
2.4%
3 1
2.4%
8 1
2.4%
10 1
2.4%
11 2
4.8%
12 2
4.8%
16 1
2.4%
21 1
2.4%
23 1
2.4%
24 1
2.4%
ValueCountFrequency (%)
3000 2
4.8%
2300 1
2.4%
2100 1
2.4%
1500 1
2.4%
1300 1
2.4%
1200 1
2.4%
1100 1
2.4%
1000 1
2.4%
138 1
2.4%
137 1
2.4%

차량대수
Real number (ℝ)

Distinct14
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.6904762
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-11T08:12:31.481969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q36.75
95-th percentile11.95
Maximum16
Range15
Interquartile range (IQR)4.75

Descriptive statistics

Standard deviation3.841291
Coefficient of variation (CV)0.81895545
Kurtosis0.66700827
Mean4.6904762
Median Absolute Deviation (MAD)2
Skewness1.1214429
Sum197
Variance14.755517
MonotonicityNot monotonic
2023-12-11T08:12:31.596316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
1 10
23.8%
2 7
16.7%
3 5
11.9%
5 5
11.9%
6 3
 
7.1%
8 2
 
4.8%
7 2
 
4.8%
10 2
 
4.8%
12 1
 
2.4%
11 1
 
2.4%
Other values (4) 4
 
9.5%
ValueCountFrequency (%)
1 10
23.8%
2 7
16.7%
3 5
11.9%
4 1
 
2.4%
5 5
11.9%
6 3
 
7.1%
7 2
 
4.8%
8 2
 
4.8%
9 1
 
2.4%
10 2
 
4.8%
ValueCountFrequency (%)
16 1
 
2.4%
13 1
 
2.4%
12 1
 
2.4%
11 1
 
2.4%
10 2
 
4.8%
9 1
 
2.4%
8 2
 
4.8%
7 2
 
4.8%
6 3
7.1%
5 5
11.9%

출처
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
시정백서
42 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
시정백서 42
100.0%

Length

2023-12-11T08:12:31.724427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:12:31.822746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
시정백서 42
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
Minimum2021-08-06 00:00:00
Maximum2021-08-06 00:00:00
2023-12-11T08:12:31.905875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:12:32.271009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-11T08:12:30.451346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:12:30.065622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:12:30.633348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:12:30.289114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:12:32.339278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운수회사노선번호차량대수
운수회사1.0000.2560.309
노선번호0.2561.0000.460
차량대수0.3090.4601.000
2023-12-11T08:12:32.443222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
노선번호차량대수운수회사
노선번호1.000-0.1410.000
차량대수-0.1411.0000.183
운수회사0.0000.1831.000

Missing values

2023-12-11T08:12:30.751614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:12:30.846786image/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

운수회사노선번호차량대수출처데이터기준일자
0㈜세원21시정백서2021-08-06
1㈜세원31시정백서2021-08-06
2㈜세원812시정백서2021-08-06
3㈜세원103시정백서2021-08-06
4㈜세원115시정백서2021-08-06
5㈜세원1211시정백서2021-08-06
6㈜세원218시정백서2021-08-06
7㈜세원237시정백서2021-08-06
8㈜세원23_17시정백서2021-08-06
9㈜세원243시정백서2021-08-06
운수회사노선번호차량대수출처데이터기준일자
32푸른교통㈜1210시정백서2021-08-06
33푸른교통㈜1613시정백서2021-08-06
34푸른교통㈜522시정백서2021-08-06
35푸른교통㈜562시정백서2021-08-06
36푸른교통㈜5816시정백서2021-08-06
37푸른교통㈜598시정백서2021-08-06
38푸른교통㈜613시정백서2021-08-06
39푸른교통㈜210010시정백서2021-08-06
40푸른교통㈜23004시정백서2021-08-06
41푸른교통㈜30001시정백서2021-08-06