Overview

Dataset statistics

Number of variables5
Number of observations655
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.4 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 291 (44.4%) zerosZeros

Reproduction

Analysis started2024-05-11 02:17:59.557072
Analysis finished2024-05-11 02:18:00.782334
Duration1.23 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기관 명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.2 KiB
성동구
655 

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 655
100.0%

Length

2024-05-11T02:18:00.983953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:01.311990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성동구 655
100.0%

모델명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size5.2 KiB
SCMS-SEOUL-SD
655 

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 655
100.0%

Length

2024-05-11T02:18:01.651136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:02.016082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
scms-seoul-sd 655
100.0%

시리얼
Categorical

Distinct5
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size5.2 KiB
SCMS-SEOUL-SD-0002
131 
SCMS-SEOUL-SD-0003
131 
SCMS-SEOUL-SD-0004
131 
SCMS-SEOUL-SD-0005
131 
SCMS-SEOUL-SD-0006
131 

Length

Max length18
Median length18
Mean length18
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
SCMS-SEOUL-SD-0002 131
20.0%
SCMS-SEOUL-SD-0003 131
20.0%
SCMS-SEOUL-SD-0004 131
20.0%
SCMS-SEOUL-SD-0005 131
20.0%
SCMS-SEOUL-SD-0006 131
20.0%

Length

2024-05-11T02:18:02.467755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T02:18:02.912885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
scms-seoul-sd-0002 131
20.0%
scms-seoul-sd-0003 131
20.0%
scms-seoul-sd-0004 131
20.0%
scms-seoul-sd-0005 131
20.0%
scms-seoul-sd-0006 131
20.0%

작동횟수
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2076336
Minimum0
Maximum11
Zeros291
Zeros (%)44.4%
Negative0
Negative (%)0.0%
Memory size5.9 KiB
2024-05-11T02:18:03.246443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.6487238
Coefficient of variation (CV)1.3652517
Kurtosis6.0707401
Mean1.2076336
Median Absolute Deviation (MAD)1
Skewness2.1562548
Sum791
Variance2.7182903
MonotonicityNot monotonic
2024-05-11T02:18:03.741259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 291
44.4%
1 174
26.6%
2 84
 
12.8%
3 54
 
8.2%
4 21
 
3.2%
6 11
 
1.7%
5 8
 
1.2%
7 6
 
0.9%
8 2
 
0.3%
9 2
 
0.3%
Other values (2) 2
 
0.3%
ValueCountFrequency (%)
0 291
44.4%
1 174
26.6%
2 84
 
12.8%
3 54
 
8.2%
4 21
 
3.2%
5 8
 
1.2%
6 11
 
1.7%
7 6
 
0.9%
8 2
 
0.3%
9 2
 
0.3%
ValueCountFrequency (%)
11 1
 
0.2%
10 1
 
0.2%
9 2
 
0.3%
8 2
 
0.3%
7 6
 
0.9%
6 11
 
1.7%
5 8
 
1.2%
4 21
 
3.2%
3 54
8.2%
2 84
12.8%

등록일자
Date

Distinct293
Distinct (%)44.7%
Missing0
Missing (%)0.0%
Memory size5.2 KiB
Minimum2023-09-18 00:00:00
Maximum2023-09-20 17:00:01
2024-05-11T02:18:04.151455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T02:18:04.626543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2024-05-11T02:17:59.804812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-11T02:18:04.890157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시리얼작동횟수
시리얼1.0000.217
작동횟수0.2171.000
2024-05-11T02:18:05.132318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작동횟수시리얼
작동횟수1.0000.091
시리얼0.0911.000

Missing values

2024-05-11T02:18:00.305270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T02:18:00.656981image/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-000212023-09-18 00:00:00
1성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000332023-09-18 00:00:00
2성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000432023-09-18 00:00:00
3성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000532023-09-18 00:00:00
4성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000602023-09-18 00:00:01
5성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000232023-09-18 00:30:00
6성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000332023-09-18 00:30:00
7성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000432023-09-18 00:30:00
8성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000572023-09-18 00:30:01
9성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000602023-09-18 00:30:01
기관 명모델명시리얼작동횟수등록일자
645성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000212023-09-20 16:30:00
646성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000302023-09-20 16:30:00
647성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000412023-09-20 16:30:00
648성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000502023-09-20 16:30:00
649성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000612023-09-20 16:30:01
650성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000212023-09-20 17:00:00
651성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000302023-09-20 17:00:00
652성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000412023-09-20 17:00:00
653성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000502023-09-20 17:00:00
654성동구SCMS-SEOUL-SDSCMS-SEOUL-SD-000602023-09-20 17:00:01