Overview

Dataset statistics

Number of variables23
Number of observations125
Missing cells140
Missing cells (%)4.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory22.6 KiB
Average record size in memory185.1 B

Variable types

Text2
Categorical1
Unsupported20

Dataset

Description파일 다운로드
Author서울교통공사
URLhttps://data.seoul.go.kr/dataList/OA-12928/F/1/datasetView.do

Alerts

구간별 시간대별 혼잡도(평일) - 상선(내선) has 120 (96.0%) missing valuesMissing
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-05-11 07:26:11.608286
Analysis finished2024-05-11 07:26:11.937237
Duration0.33 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구간별 시간대별 혼잡도(평일) - 상선(내선)
Text

MISSING 

Distinct5
Distinct (%)100.0%
Missing120
Missing (%)96.0%
Memory size1.1 KiB
2024-05-11T07:26:12.178306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length2.8
Min length2

Characters and Unicode

Total characters14
Distinct characters6
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)100.0%

Sample

1st row호선
2nd row1호선
3rd row2호선
4th row3호선
5th row4호선
ValueCountFrequency (%)
호선 1
20.0%
1호선 1
20.0%
2호선 1
20.0%
3호선 1
20.0%
4호선 1
20.0%
2024-05-11T07:26:12.970700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
호 5
35.7%
선 5
35.7%
1 1
 
7.1%
2 1
 
7.1%
3 1
 
7.1%
4 1
 
7.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10
71.4%
Decimal Number 4
 
28.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1
25.0%
2 1
25.0%
3 1
25.0%
4 1
25.0%
Other Letter
ValueCountFrequency (%)
호 5
50.0%
선 5
50.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10
71.4%
Common 4
 
28.6%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1
25.0%
2 1
25.0%
3 1
25.0%
4 1
25.0%
Hangul
ValueCountFrequency (%)
호 5
50.0%
선 5
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10
71.4%
ASCII 4
 
28.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
호 5
50.0%
선 5
50.0%
ASCII
ValueCountFrequency (%)
1 1
25.0%
2 1
25.0%
3 1
25.0%
4 1
25.0%

Unnamed: 1
Text

Distinct124
Distinct (%)100.0%
Missing1
Missing (%)0.8%
Memory size1.1 KiB
2024-05-11T07:26:13.625908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length7
Mean length3.733871
Min length2

Characters and Unicode

Total characters463
Distinct characters146
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique124 ?
Unique (%)100.0%

Sample

1st row역명
2nd row서울역.1
3rd row시청.1
4th row종각
5th row종로3가.1
ValueCountFrequency (%)
도림천 1
 
0.8%
까치산.2 1
 
0.8%
학여울 1
 
0.8%
대치 1
 
0.8%
도곡.3 1
 
0.8%
매봉 1
 
0.8%
양재 1
 
0.8%
남부터미널 1
 
0.8%
교대.3 1
 
0.8%
고속터미널.3 1
 
0.8%
Other values (114) 114
91.9%
2024-05-11T07:26:14.703526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
. 46
 
9.9%
대 21
 
4.5%
3 18
 
3.9%
2 17
 
3.7%
신 16
 
3.5%
구 15
 
3.2%
동 13
 
2.8%
지 11
 
2.4%
4 11
 
2.4%
입 9
 
1.9%
Other values (136) 286
61.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 358
77.3%
Decimal Number 53
 
11.4%
Other Punctuation 46
 
9.9%
Close Punctuation 3
 
0.6%
Open Punctuation 3
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
대 21
 
5.9%
신 16
 
4.5%
구 15
 
4.2%
동 13
 
3.6%
지 11
 
3.1%
입 9
 
2.5%
문 9
 
2.5%
가 7
 
2.0%
성 7
 
2.0%
로 7
 
2.0%
Other values (128) 243
67.9%
Decimal Number
ValueCountFrequency (%)
3 18
34.0%
2 17
32.1%
4 11
20.8%
1 6
 
11.3%
5 1
 
1.9%
Other Punctuation
ValueCountFrequency (%)
. 46
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 358
77.3%
Common 105
 
22.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
대 21
 
5.9%
신 16
 
4.5%
구 15
 
4.2%
동 13
 
3.6%
지 11
 
3.1%
입 9
 
2.5%
문 9
 
2.5%
가 7
 
2.0%
성 7
 
2.0%
로 7
 
2.0%
Other values (128) 243
67.9%
Common
ValueCountFrequency (%)
. 46
43.8%
3 18
 
17.1%
2 17
 
16.2%
4 11
 
10.5%
1 6
 
5.7%
) 3
 
2.9%
( 3
 
2.9%
5 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 358
77.3%
ASCII 105
 
22.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 46
43.8%
3 18
 
17.1%
2 17
 
16.2%
4 11
 
10.5%
1 6
 
5.7%
) 3
 
2.9%
( 3
 
2.9%
5 1
 
1.0%
Hangul
ValueCountFrequency (%)
대 21
 
5.9%
신 16
 
4.5%
구 15
 
4.2%
동 13
 
3.6%
지 11
 
3.1%
입 9
 
2.5%
문 9
 
2.5%
가 7
 
2.0%
성 7
 
2.0%
로 7
 
2.0%
Other values (128) 243
67.9%

Unnamed: 2
Categorical

Distinct4
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
상선
70 
내선
53 
<NA>
 
1
방향
 
1

Length

Max length4
Median length2
Mean length2.016
Min length2

Unique

Unique2 ?
Unique (%)1.6%

Sample

1st row<NA>
2nd row방향
3rd row상선
4th row상선
5th row상선

Common Values

ValueCountFrequency (%)
상선 70
56.0%
내선 53
42.4%
<NA> 1
 
0.8%
방향 1
 
0.8%

Length

2024-05-11T07:26:15.163510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T07:26:15.548578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상선 70
56.0%
내선 53
42.4%
na 1
 
0.8%
방향 1
 
0.8%

Unnamed: 3
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 4
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 5
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 6
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 7
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 8
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 9
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 10
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 11
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 12
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 13
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 14
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 15
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 16
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 17
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 18
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 19
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 20
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 21
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.8%
Memory size1.1 KiB

Unnamed: 22
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size1.1 KiB

Sample

구간별 시간대별 혼잡도(평일) - 상선(내선)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22
0<NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN(단위 : %)
1호선역명방향5시대6시대7시대8시대9시대10시대11시대12시대13시대14시대15시대16시대17시대18시대19시대20시대21시대22시대23시대24시대
21호선서울역.1상선81644765438403241322930344936262121124
3<NA>시청.1상선81639695543453845393339426849383131205
4<NA>종각상선91328534540413945413644457957464142257
5<NA>종로3가.1상선91331574945474552504355569771574953318
6<NA>종로5가상선812264643404243504742565810275595156328
7<NA>동대문.1상선91223443938414148484355609877575055339
8<NA>동묘앞.1상선71122403535373944454052579272544157337
9<NA>신설동.1상선710183035383537424242516191765447613312
구간별 시간대별 혼잡도(평일) - 상선(내선)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22
115<NA>회현상선1218315744324247514850556469593735352514
116<NA>서울역.4상선1321386548354548494342475157513032322413
117<NA>숙대입구상선1621386841304139413736394646412425261911
118<NA>삼각지.4상선1621396842323941393634364242382322241811
119<NA>신용산상선1622437143343841373632404044362323251811
120<NA>이촌.4상선152344774435374137363239393832202124168
121<NA>동작상선152548734631403739343436393832202224179
122<NA>총신대입구.4상선162750794232403738343336373831202024179
123<NA>사당.4상선2025517745334040363433383940332121251915
124<NA>남태령상선21361071359359666757514865607461282932239