Overview

Dataset statistics

Number of variables18
Number of observations457
Missing cells582
Missing cells (%)7.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory65.3 KiB
Average record size in memory146.3 B

Variable types

Numeric2
Categorical4
Text11
Boolean1

Dataset

Description고유번호,노선,노선명칭,역명칭,역 이미지,운행방향1,운행방향2,엘레베이터 동영상,엘리베이터 자막,지아철 팝업 이미지,사용여부,편의시설 아이콘 이미지 목록,출구정보,전화번호안내,코스1 첫차,코스1 막차,코스2 첫차,코스2 막차
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-15514/S/1/datasetView.do

Alerts

사용여부 has constant value ""Constant
운행방향2 is highly overall correlated with 고유번호 and 3 other fieldsHigh correlation
운행방향1 is highly overall correlated with 고유번호 and 3 other fieldsHigh correlation
노선명칭 is highly overall correlated with 고유번호 and 3 other fieldsHigh correlation
고유번호 is highly overall correlated with 노선 and 3 other fieldsHigh correlation
노선 is highly overall correlated with 고유번호 and 3 other fieldsHigh correlation
엘레베이터 동영상 has 226 (49.5%) missing valuesMissing
엘리베이터 자막 has 226 (49.5%) missing valuesMissing
출구정보 has 40 (8.8%) missing valuesMissing
코스1 첫차 has 22 (4.8%) missing valuesMissing
코스1 막차 has 22 (4.8%) missing valuesMissing
코스2 첫차 has 22 (4.8%) missing valuesMissing
코스2 막차 has 22 (4.8%) missing valuesMissing
고유번호 has unique valuesUnique

Reproduction

Analysis started2024-04-06 12:32:33.412659
Analysis finished2024-04-06 12:32:38.634684
Duration5.22 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

고유번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct457
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean229
Minimum1
Maximum457
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.1 KiB
2024-04-06T21:32:38.778057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile23.8
Q1115
median229
Q3343
95-th percentile434.2
Maximum457
Range456
Interquartile range (IQR)228

Descriptive statistics

Standard deviation132.0688
Coefficient of variation (CV)0.57671963
Kurtosis-1.2
Mean229
Median Absolute Deviation (MAD)114
Skewness0
Sum104653
Variance17442.167
MonotonicityNot monotonic
2024-04-06T21:32:39.085134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
369 1
 
0.2%
292 1
 
0.2%
287 1
 
0.2%
286 1
 
0.2%
285 1
 
0.2%
277 1
 
0.2%
276 1
 
0.2%
105 1
 
0.2%
103 1
 
0.2%
111 1
 
0.2%
Other values (447) 447
97.8%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
457 1
0.2%
456 1
0.2%
455 1
0.2%
454 1
0.2%
453 1
0.2%
452 1
0.2%
451 1
0.2%
450 1
0.2%
449 1
0.2%
448 1
0.2%

노선
Real number (ℝ)

HIGH CORRELATION 

Distinct13
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.3172867
Minimum1
Maximum13
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.1 KiB
2024-04-06T21:32:39.346153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median5
Q37
95-th percentile13
Maximum13
Range12
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.6167839
Coefficient of variation (CV)0.68019352
Kurtosis-0.57859695
Mean5.3172867
Median Absolute Deviation (MAD)3
Skewness0.64789451
Sum2430
Variance13.081126
MonotonicityNot monotonic
2024-04-06T21:32:39.609872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
1 79
17.3%
5 51
11.2%
2 51
11.2%
4 47
10.3%
7 42
9.2%
3 40
8.8%
6 38
8.3%
13 25
 
5.5%
12 23
 
5.0%
9 19
 
4.2%
Other values (3) 42
9.2%
ValueCountFrequency (%)
1 79
17.3%
2 51
11.2%
3 40
8.8%
4 47
10.3%
5 51
11.2%
6 38
8.3%
7 42
9.2%
8 17
 
3.7%
9 19
 
4.2%
10 19
 
4.2%
ValueCountFrequency (%)
13 25
5.5%
12 23
5.0%
11 6
 
1.3%
10 19
 
4.2%
9 19
 
4.2%
8 17
 
3.7%
7 42
9.2%
6 38
8.3%
5 51
11.2%
4 47
10.3%

노선명칭
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
1호선
79 
5호선
51 
2호선
51 
4호선
47 
7호선
42 
Other values (8)
187 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row분당선
2nd row1호선
3rd row1호선
4th row1호선
5th row1호선

Common Values

ValueCountFrequency (%)
1호선 79
17.3%
5호선 51
11.2%
2호선 51
11.2%
4호선 47
10.3%
7호선 42
9.2%
3호선 40
8.8%
6호선 38
8.3%
9호선 25
 
5.5%
인천선 23
 
5.0%
분당선 19
 
4.2%
Other values (3) 42
9.2%

Length

2024-04-06T21:32:39.847304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1호선 79
17.3%
5호선 51
11.2%
2호선 51
11.2%
4호선 47
10.3%
7호선 42
9.2%
3호선 40
8.8%
6호선 38
8.3%
9호선 25
 
5.5%
인천선 23
 
5.0%
분당선 19
 
4.2%
Other values (3) 42
9.2%
Distinct396
Distinct (%)86.7%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
2024-04-06T21:32:40.573844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length2
Mean length2.750547
Min length2

Characters and Unicode

Total characters1257
Distinct characters251
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

Unique339 ?
Unique (%)74.2%

Sample

1st row개포동
2nd row두정
3rd row성환
4th row평택
5th row지제
ValueCountFrequency (%)
왕십리 3
 
0.7%
고속터미널 3
 
0.7%
종로3가 3
 
0.7%
김포공항 3
 
0.7%
서울역 2
 
0.4%
충무로 2
 
0.4%
도봉산 2
 
0.4%
용산 2
 
0.4%
영등포구청 2
 
0.4%
석계 2
 
0.4%
Other values (387) 434
94.8%
2024-04-06T21:32:41.679519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
45
 
3.6%
37
 
2.9%
35
 
2.8%
35
 
2.8%
34
 
2.7%
25
 
2.0%
21
 
1.7%
21
 
1.7%
20
 
1.6%
18
 
1.4%
Other values (241) 966
76.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1244
99.0%
Decimal Number 8
 
0.6%
Open Punctuation 2
 
0.2%
Close Punctuation 2
 
0.2%
Space Separator 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
45
 
3.6%
37
 
3.0%
35
 
2.8%
35
 
2.8%
34
 
2.7%
25
 
2.0%
21
 
1.7%
21
 
1.7%
20
 
1.6%
18
 
1.4%
Other values (235) 953
76.6%
Decimal Number
ValueCountFrequency (%)
3 5
62.5%
4 2
 
25.0%
5 1
 
12.5%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1244
99.0%
Common 13
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
45
 
3.6%
37
 
3.0%
35
 
2.8%
35
 
2.8%
34
 
2.7%
25
 
2.0%
21
 
1.7%
21
 
1.7%
20
 
1.6%
18
 
1.4%
Other values (235) 953
76.6%
Common
ValueCountFrequency (%)
3 5
38.5%
4 2
 
15.4%
( 2
 
15.4%
) 2
 
15.4%
1
 
7.7%
5 1
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1244
99.0%
ASCII 13
 
1.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
45
 
3.6%
37
 
3.0%
35
 
2.8%
35
 
2.8%
34
 
2.7%
25
 
2.0%
21
 
1.7%
21
 
1.7%
20
 
1.6%
18
 
1.4%
Other values (235) 953
76.6%
ASCII
ValueCountFrequency (%)
3 5
38.5%
4 2
 
15.4%
( 2
 
15.4%
) 2
 
15.4%
1
 
7.7%
5 1
 
7.7%
Distinct434
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
2024-04-06T21:32:42.018866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length128
Median length127
Mean length115.34354
Min length107

Characters and Unicode

Total characters52712
Distinct characters294
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique411 ?
Unique (%)89.9%

Sample

1st row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='개포동 이미지' NAME='stationImg' ID='stationImg'/>
2nd row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='두정 이미지' NAME='stationImg' ID='stationImg'/>
3rd row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='성환 이미지' NAME='stationImg' ID='stationImg'/>
4th row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='평택 이미지' NAME='stationImg' ID='stationImg'/>
5th row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='지제 이미지' NAME='stationImg' ID='stationImg'/>
ValueCountFrequency (%)
img 457
16.7%
이미지 457
16.7%
name='stationimg 457
16.7%
id='stationimg 457
16.7%
src='https://wis.eseoul.go.kr/images/disable/subway 155
 
5.7%
alt='종로3가 3
 
0.1%
alt='왕십리 3
 
0.1%
alt='고속터미널 3
 
0.1%
alt='김포공항 3
 
0.1%
alt='을지로3가 2
 
0.1%
Other values (676) 746
27.2%
2024-04-06T21:32:42.744586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
s 4138
 
7.9%
' 3656
 
6.9%
/ 3199
 
6.1%
t 3199
 
6.1%
i 2767
 
5.2%
a 2767
 
5.2%
g 2587
 
4.9%
2286
 
4.3%
o 1853
 
3.5%
e 1828
 
3.5%
Other values (284) 24432
46.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 30379
57.6%
Other Punctuation 8985
 
17.0%
Uppercase Letter 3932
 
7.5%
Math Symbol 2742
 
5.2%
Other Letter 2615
 
5.0%
Space Separator 2286
 
4.3%
Decimal Number 1192
 
2.3%
Connector Punctuation 577
 
1.1%
Close Punctuation 2
 
< 0.1%
Open Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%
Lowercase Letter
ValueCountFrequency (%)
s 4138
13.6%
t 3199
10.5%
i 2767
 
9.1%
a 2767
 
9.1%
g 2587
 
8.5%
o 1853
 
6.1%
e 1828
 
6.0%
m 1828
 
6.0%
l 1371
 
4.5%
w 939
 
3.1%
Other values (12) 7102
23.4%
Decimal Number
ValueCountFrequency (%)
2 230
19.3%
1 193
16.2%
3 164
13.8%
5 120
10.1%
6 100
8.4%
4 97
8.1%
7 97
8.1%
8 79
 
6.6%
9 56
 
4.7%
0 56
 
4.7%
Uppercase Letter
ValueCountFrequency (%)
I 1371
34.9%
M 733
18.6%
D 457
 
11.6%
E 457
 
11.6%
A 457
 
11.6%
N 457
 
11.6%
Other Punctuation
ValueCountFrequency (%)
' 3656
40.7%
/ 3199
35.6%
. 1673
18.6%
: 457
 
5.1%
Math Symbol
ValueCountFrequency (%)
= 1828
66.7%
< 457
 
16.7%
> 457
 
16.7%
Space Separator
ValueCountFrequency (%)
2286
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 577
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 34311
65.1%
Common 15786
29.9%
Hangul 2615
 
5.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%
Latin
ValueCountFrequency (%)
s 4138
 
12.1%
t 3199
 
9.3%
i 2767
 
8.1%
a 2767
 
8.1%
g 2587
 
7.5%
o 1853
 
5.4%
e 1828
 
5.3%
m 1828
 
5.3%
l 1371
 
4.0%
I 1371
 
4.0%
Other values (18) 10602
30.9%
Common
ValueCountFrequency (%)
' 3656
23.2%
/ 3199
20.3%
2286
14.5%
= 1828
11.6%
. 1673
10.6%
_ 577
 
3.7%
< 457
 
2.9%
> 457
 
2.9%
: 457
 
2.9%
2 230
 
1.5%
Other values (11) 966
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 50097
95.0%
Hangul 2615
 
5.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 4138
 
8.3%
' 3656
 
7.3%
/ 3199
 
6.4%
t 3199
 
6.4%
i 2767
 
5.5%
a 2767
 
5.5%
g 2587
 
5.2%
2286
 
4.6%
o 1853
 
3.7%
e 1828
 
3.6%
Other values (39) 21817
43.5%
Hangul
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%

운행방향1
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
소요산
52 
방화
51 
시청
50 
당고개
47 
장암
42 
Other values (10)
215 

Length

Max length6
Median length2
Mean length2.2691466
Min length2

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row선릉
2nd row구로
3rd row구로
4th row구로
5th row구로

Common Values

ValueCountFrequency (%)
소요산 52
11.4%
방화 51
11.2%
시청 50
10.9%
당고개 47
10.3%
장암 42
9.2%
대화 40
8.8%
응암 38
8.3%
구로 27
5.9%
개화 25
5.5%
계약 23
 
5.0%
Other values (5) 62
13.6%

Length

2024-04-06T21:32:43.012436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
소요산 52
11.4%
방화 51
11.2%
시청 50
10.9%
당고개 47
10.3%
장암 42
9.2%
대화 40
8.8%
응암 38
8.3%
구로 27
5.9%
개화 25
5.5%
계약 23
 
5.0%
Other values (5) 62
13.6%

운행방향2
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
인천
52 
상일도,마천
51 
시청
50 
오이도
47 
온수
42 
Other values (10)
215 

Length

Max length6
Median length2
Mean length2.7133479
Min length2

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row보정
2nd row천안
3rd row천안
4th row천안
5th row천안

Common Values

ValueCountFrequency (%)
인천 52
11.4%
상일도,마천 51
11.2%
시청 50
10.9%
오이도 47
10.3%
온수 42
9.2%
수서 40
8.8%
봉화산 38
8.3%
천안 27
5.9%
신논현 25
5.5%
동막 23
 
5.0%
Other values (5) 62
13.6%

Length

2024-04-06T21:32:43.696315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
인천 52
11.4%
상일도,마천 51
11.2%
시청 50
10.9%
오이도 47
10.3%
온수 42
9.2%
수서 40
8.8%
봉화산 38
8.3%
천안 27
5.9%
신논현 25
5.5%
동막 23
 
5.0%
Other values (5) 62
13.6%
Distinct231
Distinct (%)100.0%
Missing226
Missing (%)49.5%
Memory size3.7 KiB
2024-04-06T21:32:44.283196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length77
Median length77
Mean length77
Min length77

Characters and Unicode

Total characters17787
Distinct characters39
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique231 ?
Unique (%)100.0%

Sample

1st rowhttp://wis.seoul.go.kr/rest/file/thumbnail/8lk34nr1512r5aefr86sz6vfz3zw0ug0/1
2nd rowhttp://wis.seoul.go.kr/rest/file/thumbnail/cgja8pkukuj92licozzek7fgdue1b0qu/1
3rd rowhttp://wis.seoul.go.kr/rest/file/thumbnail/7fqahjzrwa4tvccwddzttboqsp3vlib8/1
4th rowhttp://wis.seoul.go.kr/rest/file/thumbnail/wd5a4z0i2gph41fto5wjw6xs8hqmtfjs/1
5th rowhttp://wis.seoul.go.kr/rest/file/thumbnail/50trwu89o2ul4u44x01eite76yjwfr25/1
ValueCountFrequency (%)
http://wis.seoul.go.kr/rest/file/thumbnail/z2j9s74vjoe4velz9foq5fs954eqp1b2/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/g29g8s81zg7y28ehcr9i46o7ucof90al/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/c84qvg9231wocpk79l6wqo22vjnqx6m4/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/0l9xm8gp54m8lj8qsloxgjao986k27mo/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/ka9agbb9u6rf28mp9bns8d8ssgsmv7el/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/bdc6zkgrpbvicredcb9goor2ncmjmig7/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/4vt7u2cem62n7w11dkjc6y9quq6ua4od/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/1mn6c3uwck65yyt722utceguzwqat9xi/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/f5x01rgc2ccpv4yvujtodlzpypl3wzmq/1 1
 
0.4%
http://wis.seoul.go.kr/rest/file/thumbnail/c0swl0qb9bsgyqxwh81kezym02461swj/1 1
 
0.4%
Other values (221) 221
95.7%
2024-04-06T21:32:45.458381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 1617
 
9.1%
t 1114
 
6.3%
e 906
 
5.1%
s 905
 
5.1%
i 897
 
5.0%
l 885
 
5.0%
. 693
 
3.9%
h 668
 
3.8%
r 662
 
3.7%
u 661
 
3.7%
Other values (29) 8779
49.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12938
72.7%
Other Punctuation 2541
 
14.3%
Decimal Number 2308
 
13.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 1114
 
8.6%
e 906
 
7.0%
s 905
 
7.0%
i 897
 
6.9%
l 885
 
6.8%
h 668
 
5.2%
r 662
 
5.1%
u 661
 
5.1%
o 657
 
5.1%
a 452
 
3.5%
Other values (16) 5131
39.7%
Decimal Number
ValueCountFrequency (%)
1 424
18.4%
3 217
9.4%
8 216
9.4%
0 216
9.4%
6 215
9.3%
9 212
9.2%
2 206
8.9%
7 203
8.8%
5 202
8.8%
4 197
8.5%
Other Punctuation
ValueCountFrequency (%)
/ 1617
63.6%
. 693
27.3%
: 231
 
9.1%

Most occurring scripts

ValueCountFrequency (%)
Latin 12938
72.7%
Common 4849
 
27.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 1114
 
8.6%
e 906
 
7.0%
s 905
 
7.0%
i 897
 
6.9%
l 885
 
6.8%
h 668
 
5.2%
r 662
 
5.1%
u 661
 
5.1%
o 657
 
5.1%
a 452
 
3.5%
Other values (16) 5131
39.7%
Common
ValueCountFrequency (%)
/ 1617
33.3%
. 693
14.3%
1 424
 
8.7%
: 231
 
4.8%
3 217
 
4.5%
8 216
 
4.5%
0 216
 
4.5%
6 215
 
4.4%
9 212
 
4.4%
2 206
 
4.2%
Other values (3) 602
 
12.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 17787
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 1617
 
9.1%
t 1114
 
6.3%
e 906
 
5.1%
s 905
 
5.1%
i 897
 
5.0%
l 885
 
5.0%
. 693
 
3.9%
h 668
 
3.8%
r 662
 
3.7%
u 661
 
3.7%
Other values (29) 8779
49.4%
Distinct223
Distinct (%)96.5%
Missing226
Missing (%)49.5%
Memory size3.7 KiB
2024-04-06T21:32:46.291564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length335
Median length200
Mean length140.04762
Min length49

Characters and Unicode

Total characters32351
Distinct characters249
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique215 ?
Unique (%)93.1%

Sample

1st row승강기 위치는 6번출구 쪽에 있습니다. 승강기를 이용하여 지하1층 대합실로 내려가십시오. 리프트를 이용하여 승강장으로 올라가십시오.
2nd row승강기 위치는 4번출구 쪽에 있습니다. 승강기를 이용하여 지하1층 대합실로 내려가십시오. 정면에 있는 승강기를 이용하여 지하2층 대합실로 내려가십시오. 우측에 있는 개찰구를 통과하신 후 정면에 있는 승강기를 이용하여 승강장으로 내려가십시오.
3rd row승강기 위치는 2번출구 쪽에 있습니다. 3층 승강장으로 올라가십시오. 승강기를 이용하여 2층 대합실로 올라가십시오. 정면으로 이동하신 후 승강기를 이용하여 3층 승강장으로 올라가십시오.
4th row승강기 위치는 5번 출구 맞은편에 있습니다 승강기를 이용하여 지하 1층 대합실로 내려가십시오. 좌측 방향으로 이동하신 후 승강기를 이용하여 승강장으로 내려가십시오
5th row승강기 위치는 2번출구 쪽에 있습니다. 승강기를 이용하여 지하1층 대합실로 내려가십시오. 우측 방향으로 이동하신 후 좌, 우측 승강기를 이용하여 승강장으로 내려가십시오
ValueCountFrequency (%)
이용하여 307
 
5.4%
승강기를 274
 
4.8%
내려가십시오 267
 
4.7%
있습니다 236
 
4.1%
승강장으로 234
 
4.1%
위치는 223
 
3.9%
승강기 207
 
3.6%
보입니다 156
 
2.7%
대합실로 151
 
2.6%
직진하시면 149
 
2.6%
Other values (372) 3534
61.6%
2024-04-06T21:32:47.444809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
8686
26.8%
1069
 
3.3%
933
 
2.9%
897
 
2.8%
887
 
2.7%
. 858
 
2.7%
847
 
2.6%
652
 
2.0%
640
 
2.0%
606
 
1.9%
Other values (239) 16276
50.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 22133
68.4%
Space Separator 8686
 
26.8%
Other Punctuation 919
 
2.8%
Decimal Number 603
 
1.9%
Uppercase Letter 5
 
< 0.1%
Lowercase Letter 3
 
< 0.1%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1069
 
4.8%
933
 
4.2%
897
 
4.1%
887
 
4.0%
847
 
3.8%
652
 
2.9%
640
 
2.9%
606
 
2.7%
567
 
2.6%
560
 
2.5%
Other values (219) 14475
65.4%
Decimal Number
ValueCountFrequency (%)
1 235
39.0%
2 157
26.0%
3 72
 
11.9%
4 64
 
10.6%
6 21
 
3.5%
5 21
 
3.5%
7 17
 
2.8%
9 7
 
1.2%
8 6
 
1.0%
0 3
 
0.5%
Uppercase Letter
ValueCountFrequency (%)
S 3
60.0%
C 1
 
20.0%
K 1
 
20.0%
Lowercase Letter
ValueCountFrequency (%)
o 1
33.3%
i 1
33.3%
l 1
33.3%
Other Punctuation
ValueCountFrequency (%)
. 858
93.4%
, 61
 
6.6%
Space Separator
ValueCountFrequency (%)
8686
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 22133
68.4%
Common 10210
31.6%
Latin 8
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1069
 
4.8%
933
 
4.2%
897
 
4.1%
887
 
4.0%
847
 
3.8%
652
 
2.9%
640
 
2.9%
606
 
2.7%
567
 
2.6%
560
 
2.5%
Other values (219) 14475
65.4%
Common
ValueCountFrequency (%)
8686
85.1%
. 858
 
8.4%
1 235
 
2.3%
2 157
 
1.5%
3 72
 
0.7%
4 64
 
0.6%
, 61
 
0.6%
6 21
 
0.2%
5 21
 
0.2%
7 17
 
0.2%
Other values (4) 18
 
0.2%
Latin
ValueCountFrequency (%)
S 3
37.5%
C 1
 
12.5%
K 1
 
12.5%
o 1
 
12.5%
i 1
 
12.5%
l 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 22133
68.4%
ASCII 10218
31.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
8686
85.0%
. 858
 
8.4%
1 235
 
2.3%
2 157
 
1.5%
3 72
 
0.7%
4 64
 
0.6%
, 61
 
0.6%
6 21
 
0.2%
5 21
 
0.2%
7 17
 
0.2%
Other values (10) 26
 
0.3%
Hangul
ValueCountFrequency (%)
1069
 
4.8%
933
 
4.2%
897
 
4.1%
887
 
4.0%
847
 
3.8%
652
 
2.9%
640
 
2.9%
606
 
2.7%
567
 
2.6%
560
 
2.5%
Other values (219) 14475
65.4%
Distinct437
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
2024-04-06T21:32:47.963737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length138
Median length136
Mean length119.34136
Min length113

Characters and Unicode

Total characters54539
Distinct characters295
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique417 ?
Unique (%)91.2%

Sample

1st row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='개포동 이미지' NAME='stationBigImg' ID='stationBigImg'/>
2nd row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='두정 이미지' NAME='stationBigImg' ID='stationBigImg'/>
3rd row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='성환 이미지' NAME='stationBigImg' ID='stationBigImg'/>
4th row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='평택 이미지' NAME='stationBigImg' ID='stationBigImg'/>
5th row<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='지제 이미지' NAME='stationBigImg' ID='stationBigImg'/>
ValueCountFrequency (%)
img 457
16.7%
name='stationbigimg 457
16.7%
id='stationbigimg 457
16.7%
이미지 457
16.7%
src='https://wis.eseoul.go.kr/images/disable/subway 316
11.5%
alt='고속터미널 3
 
0.1%
alt='김포공항 3
 
0.1%
alt='종로3가 3
 
0.1%
alt='왕십리 3
 
0.1%
alt='노원 2
 
0.1%
Other values (533) 585
21.3%
2024-04-06T21:32:48.882681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
s 4138
 
7.6%
i 3681
 
6.7%
' 3656
 
6.7%
g 3340
 
6.1%
/ 3199
 
5.9%
t 3199
 
5.9%
a 2767
 
5.1%
2286
 
4.2%
o 1853
 
3.4%
= 1828
 
3.4%
Other values (285) 24592
45.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 31724
58.2%
Other Punctuation 8824
 
16.2%
Uppercase Letter 4570
 
8.4%
Math Symbol 2742
 
5.0%
Other Letter 2615
 
4.8%
Space Separator 2286
 
4.2%
Decimal Number 1749
 
3.2%
Connector Punctuation 25
 
< 0.1%
Close Punctuation 2
 
< 0.1%
Open Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%
Lowercase Letter
ValueCountFrequency (%)
s 4138
13.0%
i 3681
11.6%
g 3340
10.5%
t 3199
10.1%
a 2767
8.7%
o 1853
 
5.8%
e 1828
 
5.8%
m 1828
 
5.8%
l 1371
 
4.3%
b 939
 
3.0%
Other values (12) 6780
21.4%
Decimal Number
ValueCountFrequency (%)
2 445
25.4%
0 357
20.4%
1 298
17.0%
3 187
10.7%
8 175
 
10.0%
7 110
 
6.3%
5 75
 
4.3%
4 49
 
2.8%
6 29
 
1.7%
9 24
 
1.4%
Uppercase Letter
ValueCountFrequency (%)
I 1371
30.0%
B 914
20.0%
E 457
 
10.0%
A 457
 
10.0%
M 457
 
10.0%
D 457
 
10.0%
N 457
 
10.0%
Other Punctuation
ValueCountFrequency (%)
' 3656
41.4%
/ 3199
36.3%
. 1512
17.1%
: 457
 
5.2%
Math Symbol
ValueCountFrequency (%)
= 1828
66.7%
< 457
 
16.7%
> 457
 
16.7%
Space Separator
ValueCountFrequency (%)
2286
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 25
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 36294
66.5%
Common 15630
28.7%
Hangul 2615
 
4.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%
Latin
ValueCountFrequency (%)
s 4138
 
11.4%
i 3681
 
10.1%
g 3340
 
9.2%
t 3199
 
8.8%
a 2767
 
7.6%
o 1853
 
5.1%
e 1828
 
5.0%
m 1828
 
5.0%
I 1371
 
3.8%
l 1371
 
3.8%
Other values (19) 10918
30.1%
Common
ValueCountFrequency (%)
' 3656
23.4%
/ 3199
20.5%
2286
14.6%
= 1828
11.7%
. 1512
9.7%
< 457
 
2.9%
> 457
 
2.9%
: 457
 
2.9%
2 445
 
2.8%
0 357
 
2.3%
Other values (11) 976
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 51924
95.2%
Hangul 2615
 
4.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 4138
 
8.0%
i 3681
 
7.1%
' 3656
 
7.0%
g 3340
 
6.4%
/ 3199
 
6.2%
t 3199
 
6.2%
a 2767
 
5.3%
2286
 
4.4%
o 1853
 
3.6%
= 1828
 
3.5%
Other values (40) 21977
42.3%
Hangul
ValueCountFrequency (%)
474
18.1%
468
17.9%
468
17.9%
45
 
1.7%
37
 
1.4%
35
 
1.3%
35
 
1.3%
34
 
1.3%
25
 
1.0%
21
 
0.8%
Other values (235) 973
37.2%

사용여부
Boolean

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size589.0 B
True
457 
ValueCountFrequency (%)
True 457
100.0%
2024-04-06T21:32:49.103078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Distinct16
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Memory size3.7 KiB
<NA>
158 
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' />
92 
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />
80 
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />
74 
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143327.jpg' alt='시각경보기 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143228.jpg' alt='계단핸드레일 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143315.jpg' alt='복합유도등 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143838.jpg' alt='음성안내장치 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143920.jpg' alt='점자유도블럭 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143952.jpg' alt='휠체어용개찰구 이미지' />
19 
Other values (11)
34 

Length

Max length1024
Median length944
Mean length221.08972
Min length4

Unique

Unique7 ?
Unique (%)1.5%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 158
34.6%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' /> 92
20.1%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' /> 80
17.5%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' /> 74
16.2%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143327.jpg' alt='시각경보기 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143228.jpg' alt='계단핸드레일 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143315.jpg' alt='복합유도등 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143838.jpg' alt='음성안내장치 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143920.jpg' alt='점자유도블럭 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143952.jpg' alt='휠체어용개찰구 이미지' /> 19
 
4.2%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' /> 16
 
3.5%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081124113535.gif' alt='수평보행기 이미지' /> 5
 
1.1%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' /> 4
 
0.9%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143327.jpg' alt='시각경보기 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143228.jpg' alt='계단핸드레일 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143315.jpg' alt='복합유도등 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143838.jpg' alt='음성안내장치 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143920.jpg' alt='점자유도블럭 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143952.jpg' alt='휠체어용개찰구 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081124113535.gif' alt='수평보행기 이미지' /> 2
 
0.4%
<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' /> 1
 
0.2%
Other values (6) 6
 
1.3%

Length

2024-04-06T21:32:49.344983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
img 1073
22.6%
이미지 1072
22.6%
298
 
6.3%
src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg 297
 
6.3%
alt='화장실 297
 
6.3%
src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg 294
 
6.2%
alt='엘리베이터 294
 
6.2%
src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg 207
 
4.4%
alt='에스켈레이터 207
 
4.4%
na 158
 
3.3%
Other values (17) 550
11.6%

출구정보
Text

MISSING 

Distinct417
Distinct (%)100.0%
Missing40
Missing (%)8.8%
Memory size3.7 KiB
2024-04-06T21:32:49.869856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length538
Median length226
Mean length154.25899
Min length11

Characters and Unicode

Total characters64326
Distinct characters576
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique417 ?
Unique (%)100.0%

Sample

1st row||1@국민은행,농협,근로복지공단,보훈회관,남부경찰서,송내우체국,소사등기소,부림관광호텔,SK텔레콤,소비자보호협회,산업보전연구원,||,||2@경기은행,검찰청,그린타운,노동청,부천시청,법원,상동시장,중부경찰서,중소기업은행,전화국,조흥은행,제일병원,LG전자,한전,교육청,시민회관||
2nd row||1@제기동방면, 경동,동서시장||,||2@홍릉(영휘원)방면, 서울청량리우체국, 동대문경찰서, 기업은행 청량리지점||,||3@동대문세무서, 동대문노인종합복지관, 미주아파트||,||4@청량리역광장||,||5@역전치안센터||,||6@용두1동, 동부청과시장||
3rd row||1@국제선제1청사 ||,||2@국내선청사 ||,||3@국제선제2청사 ||,||4@주차장||
4th row||1@서해종합상가, 새마을금고, 임학중학교, 병방초등학교, 계양농협(임학지소), 한림산부인과, 계양한식, 김원섭치과, 고만성소아과, 계양어린이집, 영남아파트, 서원아파트, 한진아파트, 서해아파트||,||2@길주초등교, 계양고교, 그랜드마트, 까르푸, 계산제일교회, 계양경찰서, 계양등기소, 계산여고, 계양우체국, 작전초등교, 용종마을, 신대진아파트, 두산아파트, 쌍용아파트, 중앙아파트||,||3@국민은행, 서해정형외과, 임학파출소, 계양2동사무소, 훼밀리코아, 브니엘정형외과, 계양성심병원, 하나여성병원||,||4@청소년수련회관, 새마을금고, 세기약국, 열린치과, 용정아파트, 유호아파트, 한국아파트, 삼우아파트, 아주아파트, 인우아파트, 진달래아파트, 한일아파트, 중원아파트||
5th row||1@안산전문대,중앙병원,||,||2@한양대안산캠퍼스,본오1동,우성아파트,월드아파트,신안아파트,주공아파트,||
ValueCountFrequency (%)
90
 
1.6%
방면 49
 
0.9%
기업은행 47
 
0.9%
주민센터 30
 
0.5%
국민은행 22
 
0.4%
국민건강보험공단 18
 
0.3%
주택은행 14
 
0.3%
우체국 13
 
0.2%
근로복지공단 13
 
0.2%
농협 13
 
0.2%
Other values (4463) 5214
94.4%
2024-04-06T21:32:50.781196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
| 8124
 
12.6%
, 6694
 
10.4%
5168
 
8.0%
@ 2031
 
3.2%
1576
 
2.5%
1218
 
1.9%
1 860
 
1.3%
848
 
1.3%
801
 
1.2%
765
 
1.2%
Other values (566) 36241
56.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 38400
59.7%
Other Punctuation 8857
 
13.8%
Math Symbol 8125
 
12.6%
Space Separator 5168
 
8.0%
Decimal Number 3229
 
5.0%
Uppercase Letter 266
 
0.4%
Close Punctuation 133
 
0.2%
Open Punctuation 133
 
0.2%
Lowercase Letter 8
 
< 0.1%
Dash Punctuation 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1576
 
4.1%
1218
 
3.2%
848
 
2.2%
801
 
2.1%
765
 
2.0%
714
 
1.9%
685
 
1.8%
676
 
1.8%
647
 
1.7%
636
 
1.7%
Other values (512) 29834
77.7%
Uppercase Letter
ValueCountFrequency (%)
K 30
11.3%
B 29
10.9%
A 25
9.4%
T 24
9.0%
C 21
 
7.9%
L 20
 
7.5%
S 17
 
6.4%
G 17
 
6.4%
P 15
 
5.6%
I 14
 
5.3%
Other values (12) 54
20.3%
Decimal Number
ValueCountFrequency (%)
1 860
26.6%
2 705
21.8%
3 474
14.7%
4 386
12.0%
5 241
 
7.5%
6 202
 
6.3%
7 137
 
4.2%
8 111
 
3.4%
9 67
 
2.1%
0 46
 
1.4%
Other Punctuation
ValueCountFrequency (%)
, 6694
75.6%
@ 2031
 
22.9%
. 110
 
1.2%
/ 16
 
0.2%
? 2
 
< 0.1%
' 1
 
< 0.1%
& 1
 
< 0.1%
# 1
 
< 0.1%
; 1
 
< 0.1%
Lowercase Letter
ValueCountFrequency (%)
e 2
25.0%
k 2
25.0%
a 1
12.5%
t 1
12.5%
d 1
12.5%
b 1
12.5%
Math Symbol
ValueCountFrequency (%)
| 8124
> 99.9%
~ 1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
5168
100.0%
Close Punctuation
ValueCountFrequency (%)
) 133
100.0%
Open Punctuation
ValueCountFrequency (%)
( 133
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 38401
59.7%
Common 25651
39.9%
Latin 274
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1576
 
4.1%
1218
 
3.2%
848
 
2.2%
801
 
2.1%
765
 
2.0%
714
 
1.9%
685
 
1.8%
676
 
1.8%
647
 
1.7%
636
 
1.7%
Other values (513) 29835
77.7%
Latin
ValueCountFrequency (%)
K 30
10.9%
B 29
10.6%
A 25
9.1%
T 24
 
8.8%
C 21
 
7.7%
L 20
 
7.3%
S 17
 
6.2%
G 17
 
6.2%
P 15
 
5.5%
I 14
 
5.1%
Other values (18) 62
22.6%
Common
ValueCountFrequency (%)
| 8124
31.7%
, 6694
26.1%
5168
20.1%
@ 2031
 
7.9%
1 860
 
3.4%
2 705
 
2.7%
3 474
 
1.8%
4 386
 
1.5%
5 241
 
0.9%
6 202
 
0.8%
Other values (15) 766
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 38400
59.7%
ASCII 25925
40.3%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
| 8124
31.3%
, 6694
25.8%
5168
19.9%
@ 2031
 
7.8%
1 860
 
3.3%
2 705
 
2.7%
3 474
 
1.8%
4 386
 
1.5%
5 241
 
0.9%
6 202
 
0.8%
Other values (43) 1040
 
4.0%
Hangul
ValueCountFrequency (%)
1576
 
4.1%
1218
 
3.2%
848
 
2.2%
801
 
2.1%
765
 
2.0%
714
 
1.9%
685
 
1.8%
676
 
1.8%
647
 
1.7%
636
 
1.7%
Other values (512) 29834
77.7%
None
ValueCountFrequency (%)
1
100.0%
Distinct441
Distinct (%)96.9%
Missing2
Missing (%)0.4%
Memory size3.7 KiB
2024-04-06T21:32:51.319410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length24
Mean length23.698901
Min length12

Characters and Unicode

Total characters10783
Distinct characters25
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique433 ?
Unique (%)95.2%

Sample

1st row긴급전화(역무실) : 02-3412-4418
2nd row긴급전화(역무실) : 041-562-7791
3rd row긴급전화(역무실) : 041-581-7788
4th row긴급전화(역무실) : 031-652-7811
5th row긴급전화(역무실) : 1544-7788
ValueCountFrequency (%)
455
33.5%
긴급전화(역무실 454
33.5%
1544-7788 2
 
0.1%
02-6110-1331 2
 
0.1%
031-393-7788 2
 
0.1%
02-3780-5408 2
 
0.1%
02-6110-1291 2
 
0.1%
02-6110-4231 2
 
0.1%
02-6110-3221 2
 
0.1%
02-6311-6311 1
 
0.1%
Other values (433) 433
31.9%
2024-04-06T21:32:52.288596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 1080
 
10.0%
910
 
8.4%
- 892
 
8.3%
0 696
 
6.5%
2 662
 
6.1%
3 472
 
4.4%
456
 
4.2%
455
 
4.2%
455
 
4.2%
: 455
 
4.2%
Other values (15) 4250
39.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4429
41.1%
Other Letter 3187
29.6%
Space Separator 910
 
8.4%
Dash Punctuation 892
 
8.3%
Other Punctuation 455
 
4.2%
Close Punctuation 455
 
4.2%
Open Punctuation 455
 
4.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1080
24.4%
0 696
15.7%
2 662
14.9%
3 472
10.7%
6 451
10.2%
7 291
 
6.6%
8 227
 
5.1%
4 211
 
4.8%
5 210
 
4.7%
9 129
 
2.9%
Other Letter
ValueCountFrequency (%)
456
14.3%
455
14.3%
455
14.3%
455
14.3%
455
14.3%
454
14.2%
454
14.2%
1
 
< 0.1%
1
 
< 0.1%
1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
910
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 892
100.0%
Other Punctuation
ValueCountFrequency (%)
: 455
100.0%
Close Punctuation
ValueCountFrequency (%)
) 455
100.0%
Open Punctuation
ValueCountFrequency (%)
( 455
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 7596
70.4%
Hangul 3187
29.6%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1080
14.2%
910
12.0%
- 892
11.7%
0 696
9.2%
2 662
8.7%
3 472
6.2%
: 455
6.0%
) 455
6.0%
( 455
6.0%
6 451
5.9%
Other values (5) 1068
14.1%
Hangul
ValueCountFrequency (%)
456
14.3%
455
14.3%
455
14.3%
455
14.3%
455
14.3%
454
14.2%
454
14.2%
1
 
< 0.1%
1
 
< 0.1%
1
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 7596
70.4%
Hangul 3187
29.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1080
14.2%
910
12.0%
- 892
11.7%
0 696
9.2%
2 662
8.7%
3 472
6.2%
: 455
6.0%
) 455
6.0%
( 455
6.0%
6 451
5.9%
Other values (5) 1068
14.1%
Hangul
ValueCountFrequency (%)
456
14.3%
455
14.3%
455
14.3%
455
14.3%
455
14.3%
454
14.2%
454
14.2%
1
 
< 0.1%
1
 
< 0.1%
1
 
< 0.1%

코스1 첫차
Text

MISSING 

Distinct433
Distinct (%)99.5%
Missing22
Missing (%)4.8%
Memory size3.7 KiB
2024-04-06T21:32:52.647277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length11
Mean length11.731034
Min length11

Characters and Unicode

Total characters5103
Distinct characters260
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique431 ?
Unique (%)99.1%

Sample

1st row개포동 : 05시39분
2nd row두정 : 05시04분
3rd row성환 : 05시13분
4th row평택 : 05시20분
5th row지제 : 05시25분
ValueCountFrequency (%)
435
33.3%
05시30분 23
 
1.8%
05시35분 22
 
1.7%
05시32분 22
 
1.7%
05시36분 22
 
1.7%
05시38분 22
 
1.7%
05시37분 19
 
1.5%
05시39분 19
 
1.5%
05시34분 18
 
1.4%
05시40분 18
 
1.4%
Other values (434) 686
52.5%
2024-04-06T21:32:53.544573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
871
17.1%
0 517
 
10.1%
5 491
 
9.6%
443
 
8.7%
: 435
 
8.5%
435
 
8.5%
3 243
 
4.8%
4 160
 
3.1%
2 90
 
1.8%
1 78
 
1.5%
Other values (250) 1340
26.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2048
40.1%
Decimal Number 1747
34.2%
Space Separator 871
17.1%
Other Punctuation 435
 
8.5%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
33
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 926
45.2%
Decimal Number
ValueCountFrequency (%)
0 517
29.6%
5 491
28.1%
3 243
13.9%
4 160
 
9.2%
2 90
 
5.2%
1 78
 
4.5%
6 54
 
3.1%
8 43
 
2.5%
9 36
 
2.1%
7 35
 
2.0%
Space Separator
ValueCountFrequency (%)
871
100.0%
Other Punctuation
ValueCountFrequency (%)
: 435
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3055
59.9%
Hangul 2048
40.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
33
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 926
45.2%
Common
ValueCountFrequency (%)
871
28.5%
0 517
16.9%
5 491
16.1%
: 435
14.2%
3 243
 
8.0%
4 160
 
5.2%
2 90
 
2.9%
1 78
 
2.6%
6 54
 
1.8%
8 43
 
1.4%
Other values (4) 73
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3055
59.9%
Hangul 2048
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
871
28.5%
0 517
16.9%
5 491
16.1%
: 435
14.2%
3 243
 
8.0%
4 160
 
5.2%
2 90
 
2.9%
1 78
 
2.6%
6 54
 
1.8%
8 43
 
1.4%
Other values (4) 73
 
2.4%
Hangul
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
33
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 926
45.2%

코스1 막차
Text

MISSING 

Distinct435
Distinct (%)100.0%
Missing22
Missing (%)4.8%
Memory size3.7 KiB
2024-04-06T21:32:54.011124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length11
Mean length11.731034
Min length11

Characters and Unicode

Total characters5103
Distinct characters260
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique435 ?
Unique (%)100.0%

Sample

1st row개포동 : 24시04분
2nd row두정 : 23시44분
3rd row성환 : 23시53분
4th row평택 : 24시00분
5th row지제 : 24시05분
ValueCountFrequency (%)
435
33.3%
24시55분 12
 
0.9%
24시52분 10
 
0.8%
24시57분 10
 
0.8%
24시44분 10
 
0.8%
24시40분 9
 
0.7%
24시47분 9
 
0.7%
24시51분 9
 
0.7%
24시48분 9
 
0.7%
24시56분 9
 
0.7%
Other values (484) 784
60.0%
2024-04-06T21:32:54.765624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
871
17.1%
2 538
 
10.5%
4 466
 
9.1%
443
 
8.7%
: 435
 
8.5%
435
 
8.5%
3 212
 
4.2%
5 147
 
2.9%
1 107
 
2.1%
0 104
 
2.0%
Other values (250) 1345
26.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2048
40.1%
Decimal Number 1747
34.2%
Space Separator 871
17.1%
Other Punctuation 435
 
8.5%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
32
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 927
45.3%
Decimal Number
ValueCountFrequency (%)
2 538
30.8%
4 466
26.7%
3 212
 
12.1%
5 147
 
8.4%
1 107
 
6.1%
0 104
 
6.0%
7 48
 
2.7%
6 46
 
2.6%
8 41
 
2.3%
9 38
 
2.2%
Space Separator
ValueCountFrequency (%)
871
100.0%
Other Punctuation
ValueCountFrequency (%)
: 435
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3055
59.9%
Hangul 2048
40.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
32
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 927
45.3%
Common
ValueCountFrequency (%)
871
28.5%
2 538
17.6%
4 466
15.3%
: 435
14.2%
3 212
 
6.9%
5 147
 
4.8%
1 107
 
3.5%
0 104
 
3.4%
7 48
 
1.6%
6 46
 
1.5%
Other values (4) 81
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3055
59.9%
Hangul 2048
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
871
28.5%
2 538
17.6%
4 466
15.3%
: 435
14.2%
3 212
 
6.9%
5 147
 
4.8%
1 107
 
3.5%
0 104
 
3.4%
7 48
 
1.6%
6 46
 
1.5%
Other values (4) 81
 
2.7%
Hangul
ValueCountFrequency (%)
443
21.6%
435
21.2%
44
 
2.1%
36
 
1.8%
36
 
1.8%
32
 
1.6%
31
 
1.5%
24
 
1.2%
21
 
1.0%
19
 
0.9%
Other values (236) 927
45.3%

코스2 첫차
Text

MISSING 

Distinct434
Distinct (%)99.8%
Missing22
Missing (%)4.8%
Memory size3.7 KiB
2024-04-06T21:32:55.383625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length11
Mean length11.724138
Min length11

Characters and Unicode

Total characters5100
Distinct characters258
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique433 ?
Unique (%)99.5%

Sample

1st row개포동 : 05시32분
2nd row두정 : 05시45분
3rd row성환 : 05시36분
4th row평택 : 05시29분
5th row지제 : 05시24분
ValueCountFrequency (%)
435
33.3%
05시30분 31
 
2.4%
05시32분 23
 
1.8%
05시39분 22
 
1.7%
05시37분 21
 
1.6%
05시40분 20
 
1.5%
05시34분 19
 
1.5%
05시36분 18
 
1.4%
05시33분 18
 
1.4%
05시41분 18
 
1.4%
Other values (439) 681
52.1%
2024-04-06T21:32:56.223572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
871
17.1%
0 535
10.5%
5 497
 
9.7%
443
 
8.7%
435
 
8.5%
: 435
 
8.5%
3 237
 
4.6%
4 165
 
3.2%
2 81
 
1.6%
1 67
 
1.3%
Other values (248) 1334
26.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2045
40.1%
Decimal Number 1747
34.3%
Space Separator 871
17.1%
Other Punctuation 435
 
8.5%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
31
 
1.5%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (234) 928
45.4%
Decimal Number
ValueCountFrequency (%)
0 535
30.6%
5 497
28.4%
3 237
13.6%
4 165
 
9.4%
2 81
 
4.6%
1 67
 
3.8%
6 50
 
2.9%
9 41
 
2.3%
7 38
 
2.2%
8 36
 
2.1%
Space Separator
ValueCountFrequency (%)
871
100.0%
Other Punctuation
ValueCountFrequency (%)
: 435
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3055
59.9%
Hangul 2045
40.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
31
 
1.5%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (234) 928
45.4%
Common
ValueCountFrequency (%)
871
28.5%
0 535
17.5%
5 497
16.3%
: 435
14.2%
3 237
 
7.8%
4 165
 
5.4%
2 81
 
2.7%
1 67
 
2.2%
6 50
 
1.6%
9 41
 
1.3%
Other values (4) 76
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3055
59.9%
Hangul 2045
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
871
28.5%
0 535
17.5%
5 497
16.3%
: 435
14.2%
3 237
 
7.8%
4 165
 
5.4%
2 81
 
2.7%
1 67
 
2.2%
6 50
 
1.6%
9 41
 
1.3%
Other values (4) 76
 
2.5%
Hangul
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
31
 
1.5%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (234) 928
45.4%

코스2 막차
Text

MISSING 

Distinct433
Distinct (%)99.5%
Missing22
Missing (%)4.8%
Memory size3.7 KiB
2024-04-06T21:32:56.642507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length11
Mean length11.724138
Min length11

Characters and Unicode

Total characters5100
Distinct characters259
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique431 ?
Unique (%)99.1%

Sample

1st row개포동 : 24시00분
2nd row두정 : 24시30분
3rd row성환 : 24시21분
4th row평택 : 24시13분
5th row지제 : 24시09분
ValueCountFrequency (%)
435
33.3%
24시56분 11
 
0.8%
24시51분 11
 
0.8%
24시43분 10
 
0.8%
24시52분 10
 
0.8%
24시44분 10
 
0.8%
24시42분 9
 
0.7%
24시38분 9
 
0.7%
24시48분 9
 
0.7%
24시46분 9
 
0.7%
Other values (479) 783
60.0%
2024-04-06T21:32:57.379173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
871
17.1%
2 542
10.6%
4 470
 
9.2%
443
 
8.7%
: 435
 
8.5%
435
 
8.5%
3 242
 
4.7%
5 149
 
2.9%
0 84
 
1.6%
1 83
 
1.6%
Other values (249) 1346
26.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2045
40.1%
Decimal Number 1747
34.3%
Space Separator 871
17.1%
Other Punctuation 435
 
8.5%
Close Punctuation 1
 
< 0.1%
Open Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
32
 
1.6%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (235) 927
45.3%
Decimal Number
ValueCountFrequency (%)
2 542
31.0%
4 470
26.9%
3 242
13.9%
5 149
 
8.5%
0 84
 
4.8%
1 83
 
4.8%
8 49
 
2.8%
6 48
 
2.7%
7 41
 
2.3%
9 39
 
2.2%
Space Separator
ValueCountFrequency (%)
871
100.0%
Other Punctuation
ValueCountFrequency (%)
: 435
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3055
59.9%
Hangul 2045
40.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
32
 
1.6%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (235) 927
45.3%
Common
ValueCountFrequency (%)
871
28.5%
2 542
17.7%
4 470
15.4%
: 435
14.2%
3 242
 
7.9%
5 149
 
4.9%
0 84
 
2.7%
1 83
 
2.7%
8 49
 
1.6%
6 48
 
1.6%
Other values (4) 82
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3055
59.9%
Hangul 2045
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
871
28.5%
2 542
17.7%
4 470
15.4%
: 435
14.2%
3 242
 
7.9%
5 149
 
4.9%
0 84
 
2.7%
1 83
 
2.7%
8 49
 
1.6%
6 48
 
1.6%
Other values (4) 82
 
2.7%
Hangul
ValueCountFrequency (%)
443
21.7%
435
21.3%
45
 
2.2%
37
 
1.8%
33
 
1.6%
32
 
1.6%
31
 
1.5%
23
 
1.1%
20
 
1.0%
19
 
0.9%
Other values (235) 927
45.3%

Interactions

2024-04-06T21:32:36.833040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T21:32:36.485088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T21:32:36.989043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T21:32:36.647277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T21:32:57.563083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
고유번호노선노선명칭운행방향1운행방향2편의시설 아이콘 이미지 목록
고유번호1.0000.9800.9470.9720.9720.685
노선0.9801.0001.0001.0001.0000.674
노선명칭0.9471.0001.0001.0001.0000.648
운행방향10.9721.0001.0001.0001.0000.618
운행방향20.9721.0001.0001.0001.0000.618
편의시설 아이콘 이미지 목록0.6850.6740.6480.6180.6181.000
2024-04-06T21:32:57.828440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운행방향2운행방향1편의시설 아이콘 이미지 목록노선명칭
운행방향21.0001.0000.2750.998
운행방향11.0001.0000.2750.998
편의시설 아이콘 이미지 목록0.2750.2751.0000.313
노선명칭0.9980.9980.3131.000
2024-04-06T21:32:58.089447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
고유번호노선노선명칭운행방향1운행방향2편의시설 아이콘 이미지 목록
고유번호1.0000.9930.7970.8160.8160.330
노선0.9931.0000.9970.9940.9940.353
노선명칭0.7970.9971.0000.9980.9980.313
운행방향10.8160.9940.9981.0001.0000.275
운행방향20.8160.9940.9981.0001.0000.275
편의시설 아이콘 이미지 목록0.3300.3530.3130.2750.2751.000

Missing values

2024-04-06T21:32:37.251904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T21:32:37.905123image/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.
2024-04-06T21:32:38.379758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

고유번호노선노선명칭역명칭역 이미지운행방향1운행방향2엘레베이터 동영상엘리베이터 자막지아철 팝업 이미지사용여부편의시설 아이콘 이미지 목록출구정보전화번호안내코스1 첫차코스1 막차코스2 첫차코스2 막차
03699분당선개포동<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='개포동 이미지' NAME='stationImg' ID='stationImg'/>선릉보정<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='개포동 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 02-3412-4418개포동 : 05시39분개포동 : 24시04분개포동 : 05시32분개포동 : 24시00분
1211호선두정<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='두정 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='두정 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 041-562-7791두정 : 05시04분두정 : 23시44분두정 : 05시45분두정 : 24시30분
2411호선성환<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='성환 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='성환 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 041-581-7788성환 : 05시13분성환 : 23시53분성환 : 05시36분성환 : 24시21분
3511호선평택<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='평택 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='평택 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 031-652-7811평택 : 05시20분평택 : 24시00분평택 : 05시29분평택 : 24시13분
4611호선지제<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='지제 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='지제 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 1544-7788지제 : 05시25분지제 : 24시05분지제 : 05시24분지제 : 24시09분
5911호선진위<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='진위 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='진위 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 1544-7788진위 : 05시36분진위 : 24시16분진위 : 05시13분진위 : 23시57분
63911호선중동<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='중동 이미지' NAME='stationImg' ID='stationImg'/>소요산인천<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='중동 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA>||1@국민은행,농협,근로복지공단,보훈회관,남부경찰서,송내우체국,소사등기소,부림관광호텔,SK텔레콤,소비자보호협회,산업보전연구원,||,||2@경기은행,검찰청,그린타운,노동청,부천시청,법원,상동시장,중부경찰서,중소기업은행,전화국,조흥은행,제일병원,LG전자,한전,교육청,시민회관||긴급전화(역무실) : 032-665-7775중동 : 05시09분중동 : 24시11분중동 : 05시19분중동 : 24시06분
76411호선청량리<img src='https://wis.eseoul.go.kr/images/disable/subway/1_64_M.jpg' alt='청량리 이미지' NAME='stationImg' ID='stationImg'/>소요산인천http://wis.seoul.go.kr/rest/file/thumbnail/8lk34nr1512r5aefr86sz6vfz3zw0ug0/1승강기 위치는 6번출구 쪽에 있습니다. 승강기를 이용하여 지하1층 대합실로 내려가십시오. 리프트를 이용하여 승강장으로 올라가십시오.<img src='https://wis.eseoul.go.kr/images/disable/subway/20130228172042.jpg' alt='청량리 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />||1@제기동방면, 경동,동서시장||,||2@홍릉(영휘원)방면, 서울청량리우체국, 동대문경찰서, 기업은행 청량리지점||,||3@동대문세무서, 동대문노인종합복지관, 미주아파트||,||4@청량리역광장||,||5@역전치안센터||,||6@용두1동, 동부청과시장||긴급전화(역무실) : 02-6110-1241청량리 : 05시38분청량리 : 23시20분청량리 : 05시11분청량리 : 23시27분
822055호선김포공항<img src='https://wis.eseoul.go.kr/images/disable/subway/5_220_M.jpg' alt='김포공항 이미지' NAME='stationImg' ID='stationImg'/>방화상일도,마천<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='김포공항 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />||1@국제선제1청사 ||,||2@국내선청사 ||,||3@국제선제2청사 ||,||4@주차장||긴급전화(역무실) : 02-6311-5121김포공항 : 05시56분김포공항 : 24시55분김포공항 : 05시40분김포공항 : 24시41분
941212인천선임학<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='임학 이미지' NAME='stationImg' ID='stationImg'/>계약동막<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='임학 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA>||1@서해종합상가, 새마을금고, 임학중학교, 병방초등학교, 계양농협(임학지소), 한림산부인과, 계양한식, 김원섭치과, 고만성소아과, 계양어린이집, 영남아파트, 서원아파트, 한진아파트, 서해아파트||,||2@길주초등교, 계양고교, 그랜드마트, 까르푸, 계산제일교회, 계양경찰서, 계양등기소, 계산여고, 계양우체국, 작전초등교, 용종마을, 신대진아파트, 두산아파트, 쌍용아파트, 중앙아파트||,||3@국민은행, 서해정형외과, 임학파출소, 계양2동사무소, 훼밀리코아, 브니엘정형외과, 계양성심병원, 하나여성병원||,||4@청소년수련회관, 새마을금고, 세기약국, 열린치과, 용정아파트, 유호아파트, 한국아파트, 삼우아파트, 아주아파트, 인우아파트, 진달래아파트, 한일아파트, 중원아파트||긴급전화(역무실) : 032-541-3113임학 : 05시54분임학 : 24시33분임학 : 05시32분임학 : 24시04분
고유번호노선노선명칭역명칭역 이미지운행방향1운행방향2엘레베이터 동영상엘리베이터 자막지아철 팝업 이미지사용여부편의시설 아이콘 이미지 목록출구정보전화번호안내코스1 첫차코스1 막차코스2 첫차코스2 막차
44722655호선까치산<img src='https://wis.eseoul.go.kr/images/disable/subway/5_226_M.jpg' alt='까치산 이미지' NAME='stationImg' ID='stationImg'/>방화상일도,마천http://wis.seoul.go.kr/rest/file/thumbnail/86fzapmkbhnv4wzpn844mhv5yth6mzay/1승강기 위치는 까치산역 국민은행 방면 2번 출구쪽에 있습니다. 2번출구 장애인리프트를 이용하십시오. 장애인리프트에 내리셔서 우측으로 직진하시면 엘리베이터가 보입니다. 엘리베이터를 이용하시어 지하4층 대합실로 내려오십시오. 지하4층 대합실에 내리시면 좌측에 장애인리프트가 보입니다. 장애인리프트를 이용하시어 승강장으로 내려오십시오. 승강장에 내리시면 신정 방면 승강장 위치입니다.<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='까치산 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' />||1@화곡8동사무소, 농협, 미성아파트 ||,||2@주택은행, 한국통신, 국민은행, 화곡2동사무소 ||,||3@화곡1동사무소 ||,||4@동산병원, 대성학원, 화곡동교회 ||긴급전화(역무실) : 02-6311-5181까치산 : 05시44분까치산 : 24시43분까치산 : 05시39분까치산 : 24시30분
44822755호선신정<img src='https://wis.eseoul.go.kr/images/disable/subway/5_227_M.jpg' alt='신정 이미지' NAME='stationImg' ID='stationImg'/>방화상일도,마천http://wis.seoul.go.kr/rest/file/thumbnail/1ne4ks9k5pxlicxzog0cih2t137pqzqr/1승강기 위치는 신정역 2번출구 신정빌딩쪽에 있습니다. 2번출구 엘리베이터를 이용하십시오. 엘리베이터에 내리시면 우측에 엘리베이터가 보입니다. 엘리베이터를 이용하시어 승강장으로 내려오십시오. 승강장에 내리시면 까치산 방면 승강장 위치입니다.<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='신정 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />||1@우림외국어학원, 고려병원 ||,||2@양천종합시장, 금악빌딩, 제주은행 ||,||3@정우헬스클럽, 영등포여상, 대한교회, 양목초등학교 ||,||4@신호아파트 ||,||5@한일은행, 양천프라자약국||긴급전화(역무실) : 02-6311-5191신정 : 05시42분신정 : 24시41분신정 : 05시34분신정 : 24시33분
449436139호선신방화<img src='https://wis.eseoul.go.kr/images/disable/subway/subway4_con21.gif' alt='신방화 이미지' NAME='stationImg' ID='stationImg'/>개화신논현<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/subway4_con200.gif' alt='신방화 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143327.jpg' alt='시각경보기 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143228.jpg' alt='계단핸드레일 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143315.jpg' alt='복합유도등 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143838.jpg' alt='음성안내장치 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143920.jpg' alt='점자유도블럭 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143952.jpg' alt='휠체어용개찰구 이미지' />||1@방화1동 주민센터||,||2@방화쌈지공원||,||3@세민정보고등학교, 송화초등학교||,||4@가양1동방면||,||5@마곡나루역 방면||,||6@공항초등학교||,||7@공항중학교||,||8@공항시장역 방면||긴급전화(역무실) : 02-2656-0904신방화 : 05시39분신방화 : 01시03분신방화 : 05시37분신방화 : 24시38분
45023855호선애오개<img src='https://wis.eseoul.go.kr/images/disable/subway/5_238_M.jpg' alt='애오개 이미지' NAME='stationImg' ID='stationImg'/>방화상일도,마천http://wis.seoul.go.kr/rest/file/thumbnail/3hzmwt6fspb54vzywzla80hrdnx9sdij/1승강기 위치는 대우일렉트로닉스빌딩 주변 2번출구 쪽에 있습니다. 2번출구 엘리베이터를 이용하십시오. 엘리베이터에 내리셔서 직진하시면 좌측에 개찰구가 보입니다. 개찰구에서 직진하시면 엘리베이터가 보입니다. 엘리베이터를 이용하시어 지하3층 대합실로 내려오십시오. 지하3층에 내리셔서 우측으로 직진하시면 엘리베이터가 보입니다. 엘리베이터를 이용하시어 승강장으로 내려오십시오. 승강장에 내리시면 공덕 방면 승강장 위치입니다.<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='애오개 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />||1@신공덕동사무소, 한겨레신문사, 효창공원방면||,||2@도화제1동, 도화1동사무소||,||3@국민연금관리공단, 근로복지공단, 백범로||,||4@마포경찰서 ||긴급전화(역무실) : 02-6311-5301애오개 : 05시37분애오개 : 24시41분애오개 : 05시40분애오개 : 24시33분
45126755호선거여<img src='https://wis.eseoul.go.kr/images/disable/subway/5_267_M.jpg' alt='거여 이미지' NAME='stationImg' ID='stationImg'/>방화상일도,마천http://wis.seoul.go.kr/rest/file/thumbnail/g7ft8atbh0j4hm9gkowqc2o48bjt7ceq/1승강기 위치는 정경철치과 주변 1번출구 쪽에 있습니다. 1번출구 엘리베이터를 이용하십시오. 엘리베이터에 내리셔서 직진하시면 우측에 엘리베이터가 보입니다. 엘리베이터를 이용하시어 승강장으로 내려오십시오. 승강장에 내리시면 개롱 방면 승강장 위치입니다.<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='거여 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' />||1@한일은행, 영풍초등교 ||,||2@주유소, 진영학원, 고려학원, 현대3차아파트 ||,||3@하나문화예식장, 현대3차아파트 ||,||4@상업은행, 거여2동사무소 ||,||5@하나은행, 한서교통 ||,||6@거여택지개발지구 ||,||7@송파공고, 기아자동차 ||,||8@현대1차아파트, 상문학원, 거마종합동물병원 ||긴급전화(역무실) : 02-6311-5591거여 : 05시34분거여 : 24시31분거여 : 05시41분거여 : 24시45분
4521311호선병점<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='병점 이미지' NAME='stationImg' ID='stationImg'/>구로천안<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='병점 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA><NA>긴급전화(역무실) : 031-234-7788병점 : 05시04분병점 : 23시43분병점 : 05시00분병점 : 23시44분
4534411호선오류동<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='오류동 이미지' NAME='stationImg' ID='stationImg'/>소요산인천<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='오류동 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA>||1@오류1동지역||,||2@오류2동지역||긴급전화(역무실) : 02-2685-7788오류동 : 05시21분오류동 : 24시23분오류동 : 05시07분오류동 : 23시54분
45413833호선원당<img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='원당 이미지' NAME='stationImg' ID='stationImg'/>대화수서<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/' alt='원당 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<NA>||1@원당농협성래지소||,||2@원당농협성래지소||,||3@약수터||,||4@고양소방서,성라초등교,신원당아파트||,||5@고양시청,외환은행,성원코아||,||6@고양시청,덕양구보건소,한국통신,성사초등교,주공아파트,리스쇼핑,고양교육청||긴급전화(역무실) : 031-965-8747원당 : 05시21분원당 : 24시40분원당 : 05시34분원당 : 24시56분
455453139호선신반포<img src='https://wis.eseoul.go.kr/images/disable/subway/subway22_con21.gif' alt='신반포 이미지' NAME='stationImg' ID='stationImg'/>개화신논현<NA><NA><img src='https://wis.eseoul.go.kr/images/disable/subway/subway22_con200.gif' alt='신반포 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143327.jpg' alt='시각경보기 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143228.jpg' alt='계단핸드레일 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143315.jpg' alt='복합유도등 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143838.jpg' alt='음성안내장치 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143920.jpg' alt='점자유도블럭 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143952.jpg' alt='휠체어용개찰구 이미지' />||1@반포2동 주민센터, 반포우체국||,||2@신반포 중학교, 계성 초등학교||,||3@서울잠원 초등학교, 서래 지구대||,||4@세화여중고교, 반포 종합운동장||긴급전화(역무실) : 02-2656-0922신반포 : 05시44분신반포 : 24시46분신반포 : 05시49분신반포 : 24시56분
45618844호선서울역<img src='https://wis.eseoul.go.kr/images/disable/subway/4_188_M.jpg' alt='서울역 이미지' NAME='stationImg' ID='stationImg'/>당고개오이도http://wis.seoul.go.kr/rest/file/thumbnail/yf1qrh0pjmn2xz0mvdrl0l5r7r6olv3w/1승강기 위치는 12번 출구쪽에 있습니다. 승강기를 이용하여 지하 1층 대합실로 내려가십시오. 우측에 방향으로 이동하여 개찰구를 통과하십시오. 승강기를 이용하여 승강장으로 내려가십시오.<img src='https://wis.eseoul.go.kr/images/disable/subway/20130228180617.jpg' alt='서울역 이미지' NAME='stationBigImg' ID='stationBigImg'/>Y<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143442.jpg' alt='에스켈레이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143830.jpg' alt='엘리베이터 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143901.jpg' alt='화장실 이미지' />,<img src='http://wis.seoul.go.kr/images/disable/subway/20081021143945.jpg' alt='휠체어리프트 이미지' />||1@벽산125빌딩,LG역전빌딩,남대문경찰서||,||2@대일학원,경일학원,한일은행||,||3@숙대입구방향||,||4@서울역광장,서울역,철도청||,||12@동자동방면, 후암우체국, 후암시장, 삼광초등학교||,||13@청파동방면, 숙대입구방면, 효창공원 방면||,||14@서울역광장, 서울역(KTX), 서부역, 한국철도공사 서울지사, 서울시티투어버스 타는 곳, 한국철도시설공단 수도권본부||긴급전화(역무실) : 02-6110-4261서울역 : 05시33분서울역 : 24시26분서울역 : 05시50분서울역 : 23시43분