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 불법주정차 단속 문자알림 서비스 제공시 사용되는 단속 세부사항에 대한 정보로 다음과 같은 정보를 포함하고 있습니다. (번호, 초기단속일자, 단속구분, 단속장비), 단속구분의 사전단속은 단속전 예보성경의 알림이며, 단속확정은 단속된 사항을 통보합니다.
Author부산광역시 강서구
URLhttps://www.data.go.kr/data/15042186/fileData.do

Alerts

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

Reproduction

Analysis started2024-03-14 09:45:23.749123
Analysis finished2024-03-14 09:45:24.721219
Duration0.97 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%
Mean27248.176
Minimum7
Maximum54636
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-03-14T18:45:24.920605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile2690.7
Q113380
median27289.5
Q341049
95-th percentile51900.05
Maximum54636
Range54629
Interquartile range (IQR)27669

Descriptive statistics

Standard deviation15876.942
Coefficient of variation (CV)0.58267906
Kurtosis-1.2207137
Mean27248.176
Median Absolute Deviation (MAD)13830
Skewness0.00067227008
Sum2.7248176 × 108
Variance2.5207727 × 108
MonotonicityNot monotonic
2024-03-14T18:45:25.348841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26249 1
 
< 0.1%
5798 1
 
< 0.1%
46499 1
 
< 0.1%
52731 1
 
< 0.1%
19350 1
 
< 0.1%
36231 1
 
< 0.1%
34812 1
 
< 0.1%
46184 1
 
< 0.1%
38961 1
 
< 0.1%
36637 1
 
< 0.1%
Other values (9990) 9990
99.9%
ValueCountFrequency (%)
7 1
< 0.1%
23 1
< 0.1%
24 1
< 0.1%
31 1
< 0.1%
37 1
< 0.1%
42 1
< 0.1%
50 1
< 0.1%
65 1
< 0.1%
69 1
< 0.1%
77 1
< 0.1%
ValueCountFrequency (%)
54636 1
< 0.1%
54635 1
< 0.1%
54627 1
< 0.1%
54620 1
< 0.1%
54613 1
< 0.1%
54612 1
< 0.1%
54609 1
< 0.1%
54604 1
< 0.1%
54598 1
< 0.1%
54594 1
< 0.1%

초기단속일자
Date

Distinct411
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-01-01 00:00:00
Maximum2024-02-20 00:00:00
2024-03-14T18:45:25.760854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T18:45:26.189095image/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

2024-03-14T18:45:26.427295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T18:45:26.581423image/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

2024-03-14T18:45:26.745830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T18:45:26.901520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구_고정형_007_sgs 10000
100.0%

Interactions

2024-03-14T18:45:23.966606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2024-03-14T18:45:24.306285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T18:45:24.595400image/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
26248262492023-06-04사전단속강서구_고정형_007_SGS
50543505442024-01-16사전단속강서구_고정형_007_SGS
12720127212023-03-13사전단속강서구_고정형_007_SGS
15431154322023-03-27사전단속강서구_고정형_007_SGS
50696506972024-01-18사전단속강서구_고정형_007_SGS
33115331162023-08-01사전단속강서구_고정형_007_SGS
27097270982023-06-11사전단속강서구_고정형_007_SGS
36470364712023-09-02사전단속강서구_고정형_007_SGS
16756167572023-04-03사전단속강서구_고정형_007_SGS
35920359212023-08-29사전단속강서구_고정형_007_SGS
번호초기단속일자단속구분단속장비
35172351732023-08-22사전단속강서구_고정형_007_SGS
45348453492023-11-19사전단속강서구_고정형_007_SGS
37442374432023-09-10사전단속강서구_고정형_007_SGS
34364343652023-08-15사전단속강서구_고정형_007_SGS
16459164602023-03-31사전단속강서구_고정형_007_SGS
41776417772023-10-18사전단속강서구_고정형_007_SGS
25978259792023-06-02사전단속강서구_고정형_007_SGS
914191422023-02-22사전단속강서구_고정형_007_SGS
16987169882023-04-04사전단속강서구_고정형_007_SGS
51374513752024-01-24사전단속강서구_고정형_007_SGS