Overview

Dataset statistics

Number of variables5
Number of observations800
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory32.2 KiB
Average record size in memory41.2 B

Variable types

Categorical3
Numeric1
DateTime1

Dataset

Description파일 다운로드
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-15986/S/1/datasetView.do

Alerts

기관 명 has constant value ""Constant
모델명 has constant value ""Constant
작동횟수 has 53 (6.6%) zerosZeros

Reproduction

Analysis started2024-05-11 02:18:07.488442
Analysis finished2024-05-11 02:18:09.220055
Duration1.73 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기관 명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.4 KiB
성동구
800 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
성동구 800
100.0%

Length

2024-05-11T02:18:09.534412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:09.885516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성동구 800
100.0%

모델명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.4 KiB
SCMS-SEOUL-SD
800 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSCMS-SEOUL-SD
2nd rowSCMS-SEOUL-SD
3rd rowSCMS-SEOUL-SD
4th rowSCMS-SEOUL-SD
5th rowSCMS-SEOUL-SD

Common Values

ValueCountFrequency (%)
SCMS-SEOUL-SD 800
100.0%

Length

2024-05-11T02:18:10.167302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:10.522307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
scms-seoul-sd 800
100.0%

시리얼
Categorical

Distinct5
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.4 KiB
SCMS-SEOUL-SD-0006
160 
SCMS-SEOUL-SD-0004
160 
SCMS-SEOUL-SD-0003
160 
SCMS-SEOUL-SD-0002
160 
SCMS-SEOUL-SD-0005
160 

Length

Max length18
Median length18
Mean length18
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSCMS-SEOUL-SD-0006
2nd rowSCMS-SEOUL-SD-0004
3rd rowSCMS-SEOUL-SD-0003
4th rowSCMS-SEOUL-SD-0002
5th rowSCMS-SEOUL-SD-0005

Common Values

ValueCountFrequency (%)
SCMS-SEOUL-SD-0006 160
20.0%
SCMS-SEOUL-SD-0004 160
20.0%
SCMS-SEOUL-SD-0003 160
20.0%
SCMS-SEOUL-SD-0002 160
20.0%
SCMS-SEOUL-SD-0005 160
20.0%

Length

2024-05-11T02:18:10.979799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:11.474833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
scms-seoul-sd-0006 160
20.0%
scms-seoul-sd-0004 160
20.0%
scms-seoul-sd-0003 160
20.0%
scms-seoul-sd-0002 160
20.0%
scms-seoul-sd-0005 160
20.0%

작동횟수
Real number (ℝ)

ZEROS 

Distinct57
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.36375
Minimum0
Maximum59
Zeros53
Zeros (%)6.6%
Negative0
Negative (%)0.0%
Memory size7.2 KiB
2024-05-11T02:18:12.308512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median12
Q320
95-th percentile41
Maximum59
Range59
Interquartile range (IQR)16

Descriptive statistics

Standard deviation12.58817
Coefficient of variation (CV)0.87638462
Kurtosis0.84021736
Mean14.36375
Median Absolute Deviation (MAD)8
Skewness1.1277844
Sum11491
Variance158.46201
MonotonicityNot monotonic
2024-05-11T02:18:12.976281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 53
 
6.6%
2 46
 
5.8%
1 46
 
5.8%
10 38
 
4.8%
4 33
 
4.1%
15 31
 
3.9%
5 30
 
3.8%
6 30
 
3.8%
9 28
 
3.5%
13 28
 
3.5%
Other values (47) 437
54.6%
ValueCountFrequency (%)
0 53
6.6%
1 46
5.8%
2 46
5.8%
3 27
3.4%
4 33
4.1%
5 30
3.8%
6 30
3.8%
7 25
3.1%
8 26
3.2%
9 28
3.5%
ValueCountFrequency (%)
59 2
 
0.2%
57 1
 
0.1%
56 1
 
0.1%
53 1
 
0.1%
52 6
0.8%
51 1
 
0.1%
50 2
 
0.2%
49 1
 
0.1%
48 3
0.4%
47 2
 
0.2%

등록일자
Date

Distinct330
Distinct (%)41.2%
Missing0
Missing (%)0.0%
Memory size6.4 KiB
Minimum2024-03-28 17:00:01
Maximum2024-03-31 23:30:01
2024-05-11T02:18:13.596715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T02:18:15.289770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2024-05-11T02:18:07.794463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T02:18:16.007082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시리얼작동횟수
시리얼1.0000.542
작동횟수0.5421.000
2024-05-11T02:18:16.434027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작동횟수시리얼
작동횟수1.0000.254
시리얼0.2541.000

Missing values

2024-05-11T02:18:08.236920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T02:18:08.908288image/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

기관 명모델명시리얼작동횟수등록일자
0성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0006182024-03-28 17:00:01
1성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0004252024-03-28 17:00:01
2성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0003412024-03-28 17:00:01
3성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0002202024-03-28 17:00:01
4성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0005432024-03-28 17:00:01
5성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0005372024-03-28 17:08:01
6성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0002192024-03-28 17:08:01
7성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0003352024-03-28 17:08:01
8성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0004302024-03-28 17:08:01
9성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0006162024-03-28 17:08:01
기관 명모델명시리얼작동횟수등록일자
790성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0005482024-03-31 23:00:00
791성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000462024-03-31 23:00:00
792성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0003102024-03-31 23:00:00
793성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000292024-03-31 23:00:00
794성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000692024-03-31 23:00:01
795성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000232024-03-31 23:30:00
796성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000452024-03-31 23:30:00
797성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-0005462024-03-31 23:30:00
798성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000352024-03-31 23:30:00
799성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000652024-03-31 23:30:01