Overview

Dataset statistics

Number of variables4
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory400.4 KiB
Average record size in memory41.0 B

Variable types

Numeric1
DateTime1
Categorical2

Dataset

Description부산광역시_강서구_불법주정차문자알림서비스_단속정보관리_20230630
Author부산광역시 강서구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15042186

Alerts

단속구분 has constant value ""Constant
단속장비 has constant value ""Constant
번호 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:16:11.854146
Analysis finished2023-12-10 17:16:12.739944
Duration0.89 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct10000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15178.608
Minimum1
Maximum30114
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T02:16:12.924156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1578.9
Q17854.25
median15289
Q322570.75
95-th percentile28508.1
Maximum30114
Range30113
Interquartile range (IQR)14716.5

Descriptive statistics

Standard deviation8604.9874
Coefficient of variation (CV)0.56691544
Kurtosis-1.1813486
Mean15178.608
Median Absolute Deviation (MAD)7374.5
Skewness-0.026456965
Sum1.5178608 × 108
Variance74045808
MonotonicityNot monotonic
2023-12-11T02:16:13.235379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5158 1
 
< 0.1%
4842 1
 
< 0.1%
8135 1
 
< 0.1%
18994 1
 
< 0.1%
17496 1
 
< 0.1%
17387 1
 
< 0.1%
29073 1
 
< 0.1%
28989 1
 
< 0.1%
11644 1
 
< 0.1%
2174 1
 
< 0.1%
Other values (9990) 9990
99.9%
ValueCountFrequency (%)
1 1
< 0.1%
10 1
< 0.1%
16 1
< 0.1%
18 1
< 0.1%
20 1
< 0.1%
21 1
< 0.1%
26 1
< 0.1%
36 1
< 0.1%
40 1
< 0.1%
41 1
< 0.1%
ValueCountFrequency (%)
30114 1
< 0.1%
30113 1
< 0.1%
30111 1
< 0.1%
30110 1
< 0.1%
30104 1
< 0.1%
30098 1
< 0.1%
30092 1
< 0.1%
30088 1
< 0.1%
30083 1
< 0.1%
30077 1
< 0.1%

초기단속일자
Date

Distinct181
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-01-01 00:00:00
Maximum2023-06-30 00:00:00
2023-12-11T02:16:13.693118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:16:14.012527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속구분
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
사전단속
10000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사전단속 10000
100.0%

Length

2023-12-11T02:16:14.333556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:16:14.538634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사전단속 10000
100.0%

단속장비
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
강서구_고정형_007_SGS
10000 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강서구_고정형_007_SGS
2nd row강서구_고정형_007_SGS
3rd row강서구_고정형_007_SGS
4th row강서구_고정형_007_SGS
5th row강서구_고정형_007_SGS

Common Values

ValueCountFrequency (%)
강서구_고정형_007_SGS 10000
100.0%

Length

2023-12-11T02:16:14.743826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:16:15.513650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구_고정형_007_sgs 10000
100.0%

Interactions

2023-12-11T02:16:12.125763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:16:12.434610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:16:12.653915image/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

번호초기단속일자단속구분단속장비
515751582023-02-01사전단속강서구_고정형_007_SGS
338433852023-01-21사전단속강서구_고정형_007_SGS
28503285042023-06-20사전단속강서구_고정형_007_SGS
24415244162023-05-21사전단속강서구_고정형_007_SGS
483848392023-01-30사전단속강서구_고정형_007_SGS
29422294232023-06-27사전단속강서구_고정형_007_SGS
19336193372023-04-19사전단속강서구_고정형_007_SGS
777477752023-02-15사전단속강서구_고정형_007_SGS
16468164692023-03-31사전단속강서구_고정형_007_SGS
20368203692023-04-25사전단속강서구_고정형_007_SGS
번호초기단속일자단속구분단속장비
26620266212023-06-07사전단속강서구_고정형_007_SGS
22190221912023-05-07사전단속강서구_고정형_007_SGS
366936702023-01-23사전단속강서구_고정형_007_SGS
25994259952023-06-02사전단속강서구_고정형_007_SGS
18599186002023-04-14사전단속강서구_고정형_007_SGS
872387242023-02-20사전단속강서구_고정형_007_SGS
25781257822023-06-01사전단속강서구_고정형_007_SGS
20458204592023-04-26사전단속강서구_고정형_007_SGS
28078280792023-06-17사전단속강서구_고정형_007_SGS
26445264462023-06-06사전단속강서구_고정형_007_SGS