Overview

Dataset statistics

Number of variables17
Number of observations100
Missing cells1400
Missing cells (%)82.4%
Duplicate rows10
Duplicate rows (%)10.0%
Total size in memory14.9 KiB
Average record size in memory152.3 B

Variable types

Categorical3
Unsupported14

Alerts

생성날짜 has constant value ""Constant
Dataset has 10 (10.0%) duplicate rowsDuplicates
통보전체 has 100 (100.0%) missing valuesMissing
통보원인 has 100 (100.0%) missing valuesMissing
통보등급 has 100 (100.0%) missing valuesMissing
행동요령 has 100 (100.0%) missing valuesMissing
이미지URL1 has 100 (100.0%) missing valuesMissing
이미지URL2 has 100 (100.0%) missing valuesMissing
이미지URL3 has 100 (100.0%) missing valuesMissing
이미지URL4 has 100 (100.0%) missing valuesMissing
이미지URL5 has 100 (100.0%) missing valuesMissing
이미지URL6 has 100 (100.0%) missing valuesMissing
이미지URL7 has 100 (100.0%) missing valuesMissing
이미지URL8 has 100 (100.0%) missing valuesMissing
이미지URL9 has 100 (100.0%) missing valuesMissing
통보데이터 has 100 (100.0%) missing valuesMissing
통보전체 is an unsupported type, check if it needs cleaning or further analysisUnsupported
통보원인 is an unsupported type, check if it needs cleaning or further analysisUnsupported
통보등급 is an unsupported type, check if it needs cleaning or further analysisUnsupported
행동요령 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
이미지URL9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
통보데이터 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 11:08:11.448427
Analysis finished2023-12-10 11:08:12.135873
Duration0.69 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

통보시간
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2020-01-12
20 
2020-01-11
20 
2020-01-10
20 
2020-01-09
20 
2020-01-08
20 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-01-12
2nd row2020-01-12
3rd row2020-01-12
4th row2020-01-12
5th row2020-01-12

Common Values

ValueCountFrequency (%)
2020-01-12 20
20.0%
2020-01-11 20
20.0%
2020-01-10 20
20.0%
2020-01-09 20
20.0%
2020-01-08 20
20.0%

Length

2023-12-10T20:08:12.259341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:08:12.416782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-01-12 20
20.0%
2020-01-11 20
20.0%
2020-01-10 20
20.0%
2020-01-09 20
20.0%
2020-01-08 20
20.0%

통보코드
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
PM25
50 
PM10
50 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowPM25
2nd rowPM10
3rd rowPM10
4th rowPM25
5th rowPM25

Common Values

ValueCountFrequency (%)
PM25 50
50.0%
PM10 50
50.0%

Length

2023-12-10T20:08:12.610410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:08:12.763499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
pm25 50
50.0%
pm10 50
50.0%

통보전체
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

통보원인
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

통보등급
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

행동요령
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

이미지URL9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

통보데이터
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing100
Missing (%)100.0%
Memory size1.0 KiB

생성날짜
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20191217
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20191217
2nd row20191217
3rd row20191217
4th row20191217
5th row20191217

Common Values

ValueCountFrequency (%)
20191217 100
100.0%

Length

2023-12-10T20:08:12.915301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:08:13.330810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20191217 100
100.0%

Correlations

2023-12-10T20:08:13.417221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통보시간통보코드
통보시간1.0000.000
통보코드0.0001.000
2023-12-10T20:08:13.530804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통보코드통보시간
통보코드1.0000.000
통보시간0.0001.000
2023-12-10T20:08:13.645606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
통보시간통보코드
통보시간1.0000.000
통보코드0.0001.000

Missing values

2023-12-10T20:08:11.713103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T20:08:12.031379image/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

통보시간통보코드통보전체통보원인통보등급행동요령이미지URL1이미지URL2이미지URL3이미지URL4이미지URL5이미지URL6이미지URL7이미지URL8이미지URL9통보데이터생성날짜
02020-01-12PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
12020-01-12PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
22020-01-12PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
32020-01-12PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
42020-01-12PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
52020-01-12PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
62020-01-12PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
72020-01-12PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
82020-01-12PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
92020-01-12PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
통보시간통보코드통보전체통보원인통보등급행동요령이미지URL1이미지URL2이미지URL3이미지URL4이미지URL5이미지URL6이미지URL7이미지URL8이미지URL9통보데이터생성날짜
902020-01-08PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
912020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
922020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
932020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
942020-01-08PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
952020-01-08PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
962020-01-08PM10<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
972020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
982020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217
992020-01-08PM25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>20191217

Duplicate rows

Most frequently occurring

통보시간통보코드생성날짜# duplicates
02020-01-08PM102019121710
12020-01-08PM252019121710
22020-01-09PM102019121710
32020-01-09PM252019121710
42020-01-10PM102019121710
52020-01-10PM252019121710
62020-01-11PM102019121710
72020-01-11PM252019121710
82020-01-12PM102019121710
92020-01-12PM252019121710