Overview

Dataset statistics

Number of variables8
Number of observations44
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.9 KiB
Average record size in memory67.0 B

Variable types

Categorical5
Text3

Dataset

Description시군별 시티투어 운영 현황
Author경기도
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=L8OJSV760N6KNISS7M5F664656&infSeq=1

Alerts

이용요금 is highly overall correlated with 시군명 and 3 other fieldsHigh correlation
씨티투어탑승장소 is highly overall correlated with 시군명 and 3 other fieldsHigh correlation
연락처 is highly overall correlated with 시군명 and 3 other fieldsHigh correlation
시군명 is highly overall correlated with 연락처 and 3 other fieldsHigh correlation
홈페이지주소 is highly overall correlated with 시군명 and 3 other fieldsHigh correlation
시티투어코스명 has unique valuesUnique
운행코스정보 has unique valuesUnique

Reproduction

Analysis started2024-04-29 13:23:22.538606
Analysis finished2024-04-29 13:23:24.882068
Duration2.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시군명
Categorical

HIGH CORRELATION 

Distinct16
Distinct (%)36.4%
Missing0
Missing (%)0.0%
Memory size484.0 B
화성시
13 
파주시
이천시
고양시
성남시
Other values (11)
14 

Length

Max length4
Median length3
Mean length3.0227273
Min length3

Unique

Unique8 ?
Unique (%)18.2%

Sample

1st row가평군
2nd row고양시
3rd row고양시
4th row고양시
5th row광주시

Common Values

ValueCountFrequency (%)
화성시 13
29.5%
파주시 7
15.9%
이천시 5
 
11.4%
고양시 3
 
6.8%
성남시 2
 
4.5%
시흥시 2
 
4.5%
안산시 2
 
4.5%
양주시 2
 
4.5%
가평군 1
 
2.3%
광주시 1
 
2.3%
Other values (6) 6
13.6%

Length

2024-04-29T22:23:24.941667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화성시 13
29.5%
파주시 7
15.9%
이천시 5
 
11.4%
고양시 3
 
6.8%
성남시 2
 
4.5%
시흥시 2
 
4.5%
안산시 2
 
4.5%
양주시 2
 
4.5%
가평군 1
 
2.3%
광주시 1
 
2.3%
Other values (6) 6
13.6%
Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size484.0 B
2024-04-29T22:23:25.131188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length47
Median length21
Mean length12.477273
Min length4

Characters and Unicode

Total characters549
Distinct characters130
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique44 ?
Unique (%)100.0%

Sample

1st row가평순환버스A코스
2nd row일요왕릉나들이
3rd row금요고양나들이
4th row토요행주나들이
5th row광주시티투어
ValueCountFrequency (%)
2023 7
 
7.8%
파주시티투어 7
 
7.8%
체험 5
 
5.6%
시티투어 3
 
3.3%
성남시티투어 2
 
2.2%
도시樂버스 2
 
2.2%
의정부 1
 
1.1%
승마체험코스 1
 
1.1%
모가관광코스 1
 
1.1%
농촌체험코스(중부 1
 
1.1%
Other values (60) 60
66.7%
2024-04-29T22:23:25.448063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
46
 
8.4%
26
 
4.7%
24
 
4.4%
23
 
4.2%
21
 
3.8%
20
 
3.6%
) 19
 
3.5%
( 19
 
3.5%
2 18
 
3.3%
18
 
3.3%
Other values (120) 315
57.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 417
76.0%
Space Separator 46
 
8.4%
Decimal Number 38
 
6.9%
Close Punctuation 19
 
3.5%
Open Punctuation 19
 
3.5%
Other Punctuation 7
 
1.3%
Math Symbol 1
 
0.2%
Uppercase Letter 1
 
0.2%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
26
 
6.2%
24
 
5.8%
23
 
5.5%
21
 
5.0%
20
 
4.8%
18
 
4.3%
16
 
3.8%
10
 
2.4%
10
 
2.4%
9
 
2.2%
Other values (105) 240
57.6%
Decimal Number
ValueCountFrequency (%)
2 18
47.4%
0 8
21.1%
3 7
 
18.4%
1 3
 
7.9%
8 1
 
2.6%
4 1
 
2.6%
Other Punctuation
ValueCountFrequency (%)
, 4
57.1%
. 2
28.6%
/ 1
 
14.3%
Space Separator
ValueCountFrequency (%)
46
100.0%
Close Punctuation
ValueCountFrequency (%)
) 19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 19
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 415
75.6%
Common 131
 
23.9%
Han 2
 
0.4%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
26
 
6.3%
24
 
5.8%
23
 
5.5%
21
 
5.1%
20
 
4.8%
18
 
4.3%
16
 
3.9%
10
 
2.4%
10
 
2.4%
9
 
2.2%
Other values (104) 238
57.3%
Common
ValueCountFrequency (%)
46
35.1%
) 19
14.5%
( 19
14.5%
2 18
 
13.7%
0 8
 
6.1%
3 7
 
5.3%
, 4
 
3.1%
1 3
 
2.3%
. 2
 
1.5%
+ 1
 
0.8%
Other values (4) 4
 
3.1%
Han
ValueCountFrequency (%)
2
100.0%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 415
75.6%
ASCII 132
 
24.0%
CJK Compat Ideographs 2
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
46
34.8%
) 19
14.4%
( 19
14.4%
2 18
 
13.6%
0 8
 
6.1%
3 7
 
5.3%
, 4
 
3.0%
1 3
 
2.3%
. 2
 
1.5%
+ 1
 
0.8%
Other values (5) 5
 
3.8%
Hangul
ValueCountFrequency (%)
26
 
6.3%
24
 
5.8%
23
 
5.5%
21
 
5.1%
20
 
4.8%
18
 
4.3%
16
 
3.9%
10
 
2.4%
10
 
2.4%
9
 
2.2%
Other values (104) 238
57.3%
CJK Compat Ideographs
ValueCountFrequency (%)
2
100.0%

연락처
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)34.1%
Missing0
Missing (%)0.0%
Memory size484.0 B
031-366-8921
13 
02-730-0531
031-636-2723
1533-3158
070-7813-5000
Other values (10)
14 

Length

Max length13
Median length12
Mean length11.5
Min length9

Unique

Unique6 ?
Unique (%)13.6%

Sample

1st row031-582-2308
2nd row1533-3158
3rd row1533-3158
4th row1533-3158
5th row031-760-1723

Common Values

ValueCountFrequency (%)
031-366-8921 13
29.5%
02-730-0531 7
15.9%
031-636-2723 5
 
11.4%
1533-3158 3
 
6.8%
070-7813-5000 2
 
4.5%
031-314-9055 2
 
4.5%
1899-7687 2
 
4.5%
02-318-1664 2
 
4.5%
02-2699-9720 2
 
4.5%
031-582-2308 1
 
2.3%
Other values (5) 5
 
11.4%

Length

2024-04-29T22:23:25.590254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
031-366-8921 13
29.5%
02-730-0531 7
15.9%
031-636-2723 5
 
11.4%
1533-3158 3
 
6.8%
070-7813-5000 2
 
4.5%
031-314-9055 2
 
4.5%
1899-7687 2
 
4.5%
02-318-1664 2
 
4.5%
02-2699-9720 2
 
4.5%
031-582-2308 1
 
2.3%
Other values (5) 5
 
11.4%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct16
Distinct (%)36.4%
Missing0
Missing (%)0.0%
Memory size484.0 B
http://tour.hscity.go.kr/citytour/
13 
www.pjcitytour.kr
http://www.2000green.com/
www.goyangcitytour.modoo.at
www.seongnamtour.com
Other values (11)
14 

Length

Max length110
Median length43
Mean length30.818182
Min length17

Unique

Unique8 ?
Unique (%)18.2%

Sample

1st rowhttps://www.gptour.go.kr/tour/citytour_A.jsp?menu=guide&submenu=theme
2nd rowwww.goyangcitytour.modoo.at
3rd rowwww.goyangcitytour.modoo.at
4th rowwww.goyangcitytour.modoo.at
5th rowhttps://www.gjcity.go.kr

Common Values

ValueCountFrequency (%)
http://tour.hscity.go.kr/citytour/ 13
29.5%
www.pjcitytour.kr 7
15.9%
http://www.2000green.com/ 5
 
11.4%
www.goyangcitytour.modoo.at 3
 
6.8%
www.seongnamtour.com 2
 
4.5%
http://www.shcitytour.com 2
 
4.5%
http://www.ansancitytour.com/ 2
 
4.5%
http://pgtour.co.kr/category/47 2
 
4.5%
https://www.gptour.go.kr/tour/citytour_A.jsp?menu=guide&submenu=theme 1
 
2.3%
https://www.gjcity.go.kr 1
 
2.3%
Other values (6) 6
13.6%

Length

2024-04-29T22:23:25.729611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
http://tour.hscity.go.kr/citytour 13
29.5%
www.pjcitytour.kr 7
15.9%
http://www.2000green.com 5
 
11.4%
www.goyangcitytour.modoo.at 3
 
6.8%
www.seongnamtour.com 2
 
4.5%
http://www.shcitytour.com 2
 
4.5%
http://www.ansancitytour.com 2
 
4.5%
http://pgtour.co.kr/category/47 2
 
4.5%
https://www.gptour.go.kr/tour/citytour_a.jsp?menu=guide&submenu=theme 1
 
2.3%
https://www.gjcity.go.kr 1
 
2.3%
Other values (6) 6
13.6%
Distinct23
Distinct (%)52.3%
Missing0
Missing (%)0.0%
Memory size484.0 B
2024-04-29T22:23:25.919099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length23
Mean length13.045455
Min length3

Characters and Unicode

Total characters574
Distinct characters79
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique18 ?
Unique (%)40.9%

Sample

1st row1일 10회 운행
2nd row매주 일요일 운행
3rd row매주 금요일 운행
4th row매주 토요일 운행
5th row잠정중단
ValueCountFrequency (%)
매주 8
 
8.1%
공휴일 7
 
7.1%
정상운영 7
 
7.1%
개별)매주주말+공휴일운영(단체는평일가능 6
 
6.1%
운행 6
 
6.1%
단체)주말+공휴일+평일 5
 
5.1%
5월~예산소진시까지 5
 
5.1%
5
 
5.1%
토요일 3
 
3.0%
토+일 3
 
3.0%
Other values (41) 44
44.4%
2024-04-29T22:23:26.303765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
55
 
9.6%
53
 
9.2%
28
 
4.9%
( 23
 
4.0%
) 23
 
4.0%
22
 
3.8%
21
 
3.7%
+ 20
 
3.5%
19
 
3.3%
16
 
2.8%
Other values (69) 294
51.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 402
70.0%
Space Separator 55
 
9.6%
Decimal Number 32
 
5.6%
Math Symbol 30
 
5.2%
Open Punctuation 23
 
4.0%
Close Punctuation 23
 
4.0%
Other Punctuation 8
 
1.4%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
53
 
13.2%
28
 
7.0%
22
 
5.5%
21
 
5.2%
19
 
4.7%
16
 
4.0%
14
 
3.5%
14
 
3.5%
14
 
3.5%
12
 
3.0%
Other values (52) 189
47.0%
Decimal Number
ValueCountFrequency (%)
1 13
40.6%
5 6
18.8%
0 4
 
12.5%
2 3
 
9.4%
3 3
 
9.4%
6 1
 
3.1%
4 1
 
3.1%
9 1
 
3.1%
Other Punctuation
ValueCountFrequency (%)
, 4
50.0%
: 2
25.0%
/ 2
25.0%
Math Symbol
ValueCountFrequency (%)
+ 20
66.7%
~ 10
33.3%
Space Separator
ValueCountFrequency (%)
55
100.0%
Open Punctuation
ValueCountFrequency (%)
( 23
100.0%
Close Punctuation
ValueCountFrequency (%)
) 23
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 402
70.0%
Common 172
30.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
53
 
13.2%
28
 
7.0%
22
 
5.5%
21
 
5.2%
19
 
4.7%
16
 
4.0%
14
 
3.5%
14
 
3.5%
14
 
3.5%
12
 
3.0%
Other values (52) 189
47.0%
Common
ValueCountFrequency (%)
55
32.0%
( 23
13.4%
) 23
13.4%
+ 20
 
11.6%
1 13
 
7.6%
~ 10
 
5.8%
5 6
 
3.5%
0 4
 
2.3%
, 4
 
2.3%
2 3
 
1.7%
Other values (7) 11
 
6.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 402
70.0%
ASCII 172
30.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
55
32.0%
( 23
13.4%
) 23
13.4%
+ 20
 
11.6%
1 13
 
7.6%
~ 10
 
5.8%
5 6
 
3.5%
0 4
 
2.3%
, 4
 
2.3%
2 3
 
1.7%
Other values (7) 11
 
6.4%
Hangul
ValueCountFrequency (%)
53
 
13.2%
28
 
7.0%
22
 
5.5%
21
 
5.2%
19
 
4.7%
16
 
4.0%
14
 
3.5%
14
 
3.5%
14
 
3.5%
12
 
3.0%
Other values (52) 189
47.0%

씨티투어탑승장소
Categorical

HIGH CORRELATION 

Distinct21
Distinct (%)47.7%
Missing0
Missing (%)0.0%
Memory size484.0 B
출발지 홍대입구역+경유지 운정역
동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터
단체신청자요구장소
이천역+이천터미널
정발산역 2번출구 시티투어 승강장
Other values (16)
18 

Length

Max length57
Median length39
Mean length17.363636
Min length3

Unique

Unique14 ?
Unique (%)31.8%

Sample

1st row가평터미널
2nd row정발산역 2번출구 시티투어 승강장
3rd row정발산역 2번출구 시티투어 승강장
4th row정발산역 2번출구 시티투어 승강장
5th row경기광주역

Common Values

ValueCountFrequency (%)
출발지 홍대입구역+경유지 운정역 7
15.9%
동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터 6
13.6%
단체신청자요구장소 5
11.4%
이천역+이천터미널 5
11.4%
정발산역 2번출구 시티투어 승강장 3
 
6.8%
서울 교대역(서울시청역 경유) 2
 
4.5%
서울시청역+교대역+성남시청 2
 
4.5%
중앙역 1
 
2.3%
경기광주역 1
 
2.3%
부천시청(시의회 옆) 1
 
2.3%
Other values (11) 11
25.0%

Length

2024-04-29T22:23:26.448828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
출발지 7
 
9.0%
운정역 7
 
9.0%
홍대입구역+경유지 7
 
9.0%
동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터 6
 
7.7%
단체신청자요구장소 5
 
6.4%
이천역+이천터미널 5
 
6.4%
승강장 4
 
5.1%
정발산역 3
 
3.8%
2번출구 3
 
3.8%
시티투어 3
 
3.8%
Other values (24) 28
35.9%

이용요금
Categorical

HIGH CORRELATION 

Distinct19
Distinct (%)43.2%
Missing0
Missing (%)0.0%
Memory size484.0 B
18000원부터(체험 프로그램에 따라 42000원까지)
13 
5000원
투어버스기본요금 5000원+코스별 추가요금 발생
성인6000원+기타4000원
9000원
Other values (14)
15 

Length

Max length54
Median length44
Mean length18.136364
Min length1

Unique

Unique13 ?
Unique (%)29.5%

Sample

1st row8000원
2nd row성인6000원+기타4000원
3rd row성인6000원+기타4000원
4th row성인6000원+기타4000원
5th row0

Common Values

ValueCountFrequency (%)
18000원부터(체험 프로그램에 따라 42000원까지) 13
29.5%
5000원 6
13.6%
투어버스기본요금 5000원+코스별 추가요금 발생 5
 
11.4%
성인6000원+기타4000원 3
 
6.8%
9000원 2
 
4.5%
15000 2
 
4.5%
14900 1
 
2.3%
0 1
 
2.3%
10000 1
 
2.3%
1인 9900원 1
 
2.3%
Other values (9) 9
20.5%

Length

2024-04-29T22:23:26.576995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
18000원부터(체험 13
11.8%
따라 13
11.8%
42000원까지 13
11.8%
프로그램에 13
11.8%
5000원 6
 
5.5%
투어버스기본요금 5
 
4.5%
5000원+코스별 5
 
4.5%
추가요금 5
 
4.5%
발생 5
 
4.5%
성인6000원+기타4000원 3
 
2.7%
Other values (25) 29
26.4%

운행코스정보
Text

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size484.0 B
2024-04-29T22:23:26.732654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length335
Median length44
Mean length44.75
Min length5

Characters and Unicode

Total characters1969
Distinct characters317
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique44 ?
Unique (%)100.0%

Sample

1st row가평터미널-가평레일바이크-자라섬-가평역-남이섬-쁘띠프랑스-청평터미널-청평역-비령이-아침고요수목원 등
2nd row현대모터스튜디오고양-서오릉-서삼릉
3rd row중남미문화원-가와지볍씨박물관-일산역전시관-밤가시초가
4th row행주산성-행주산성역사공원-이신의선생기념관-고양시현충전시관
5th row경기광주역
ValueCountFrequency (%)
24
 
12.0%
17
 
8.5%
코스 5
 
2.5%
경유 4
 
2.0%
택1 3
 
1.5%
3
 
1.5%
중식 3
 
1.5%
양주 3
 
1.5%
양주역 2
 
1.0%
3 2
 
1.0%
Other values (118) 134
67.0%
2024-04-29T22:23:27.125814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
162
 
8.2%
- 151
 
7.7%
) 43
 
2.2%
( 35
 
1.8%
35
 
1.8%
34
 
1.7%
31
 
1.6%
26
 
1.3%
25
 
1.3%
24
 
1.2%
Other values (307) 1403
71.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1471
74.7%
Space Separator 162
 
8.2%
Dash Punctuation 151
 
7.7%
Close Punctuation 43
 
2.2%
Decimal Number 43
 
2.2%
Open Punctuation 35
 
1.8%
Other Punctuation 32
 
1.6%
Math Symbol 25
 
1.3%
Uppercase Letter 6
 
0.3%
Lowercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
35
 
2.4%
34
 
2.3%
31
 
2.1%
26
 
1.8%
25
 
1.7%
24
 
1.6%
24
 
1.6%
24
 
1.6%
24
 
1.6%
23
 
1.6%
Other values (284) 1201
81.6%
Decimal Number
ValueCountFrequency (%)
2 14
32.6%
3 13
30.2%
1 8
18.6%
5 5
 
11.6%
4 1
 
2.3%
9 1
 
2.3%
8 1
 
2.3%
Uppercase Letter
ValueCountFrequency (%)
M 2
33.3%
D 1
16.7%
K 1
16.7%
Z 1
16.7%
B 1
16.7%
Other Punctuation
ValueCountFrequency (%)
/ 15
46.9%
: 8
25.0%
, 8
25.0%
· 1
 
3.1%
Math Symbol
ValueCountFrequency (%)
24
96.0%
+ 1
 
4.0%
Space Separator
ValueCountFrequency (%)
162
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 151
100.0%
Close Punctuation
ValueCountFrequency (%)
) 43
100.0%
Open Punctuation
ValueCountFrequency (%)
( 35
100.0%
Lowercase Letter
ValueCountFrequency (%)
m 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1471
74.7%
Common 491
 
24.9%
Latin 7
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
35
 
2.4%
34
 
2.3%
31
 
2.1%
26
 
1.8%
25
 
1.7%
24
 
1.6%
24
 
1.6%
24
 
1.6%
24
 
1.6%
23
 
1.6%
Other values (284) 1201
81.6%
Common
ValueCountFrequency (%)
162
33.0%
- 151
30.8%
) 43
 
8.8%
( 35
 
7.1%
24
 
4.9%
/ 15
 
3.1%
2 14
 
2.9%
3 13
 
2.6%
: 8
 
1.6%
, 8
 
1.6%
Other values (7) 18
 
3.7%
Latin
ValueCountFrequency (%)
M 2
28.6%
D 1
14.3%
m 1
14.3%
K 1
14.3%
Z 1
14.3%
B 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1471
74.7%
ASCII 473
 
24.0%
Arrows 24
 
1.2%
None 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
162
34.2%
- 151
31.9%
) 43
 
9.1%
( 35
 
7.4%
/ 15
 
3.2%
2 14
 
3.0%
3 13
 
2.7%
: 8
 
1.7%
, 8
 
1.7%
1 8
 
1.7%
Other values (11) 16
 
3.4%
Hangul
ValueCountFrequency (%)
35
 
2.4%
34
 
2.3%
31
 
2.1%
26
 
1.8%
25
 
1.7%
24
 
1.6%
24
 
1.6%
24
 
1.6%
24
 
1.6%
23
 
1.6%
Other values (284) 1201
81.6%
Arrows
ValueCountFrequency (%)
24
100.0%
None
ValueCountFrequency (%)
· 1
100.0%

Correlations

2024-04-29T22:23:27.227390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군명시티투어코스명연락처홈페이지주소시티투어운행일정보씨티투어탑승장소이용요금운행코스정보
시군명1.0001.0001.0001.0000.9931.0001.0001.000
시티투어코스명1.0001.0001.0001.0001.0001.0001.0001.000
연락처1.0001.0001.0001.0000.9951.0001.0001.000
홈페이지주소1.0001.0001.0001.0000.9931.0001.0001.000
시티투어운행일정보0.9931.0000.9950.9931.0000.9960.9811.000
씨티투어탑승장소1.0001.0001.0001.0000.9961.0000.9891.000
이용요금1.0001.0001.0001.0000.9810.9891.0001.000
운행코스정보1.0001.0001.0001.0001.0001.0001.0001.000
2024-04-29T22:23:27.365740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용요금씨티투어탑승장소연락처시군명홈페이지주소
이용요금1.0000.8540.9280.9450.945
씨티투어탑승장소0.8541.0000.8910.9060.906
연락처0.9280.8911.0000.9830.983
시군명0.9450.9060.9831.0001.000
홈페이지주소0.9450.9060.9831.0001.000
2024-04-29T22:23:27.471554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군명연락처홈페이지주소씨티투어탑승장소이용요금
시군명1.0000.9831.0000.9060.945
연락처0.9831.0000.9830.8910.928
홈페이지주소1.0000.9831.0000.9060.945
씨티투어탑승장소0.9060.8910.9061.0000.854
이용요금0.9450.9280.9450.8541.000

Missing values

2024-04-29T22:23:24.676078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-29T22:23:24.825414image/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

시군명시티투어코스명연락처홈페이지주소시티투어운행일정보씨티투어탑승장소이용요금운행코스정보
0가평군가평순환버스A코스031-582-2308https://www.gptour.go.kr/tour/citytour_A.jsp?menu=guide&submenu=theme1일 10회 운행가평터미널8000원가평터미널-가평레일바이크-자라섬-가평역-남이섬-쁘띠프랑스-청평터미널-청평역-비령이-아침고요수목원 등
1고양시일요왕릉나들이1533-3158www.goyangcitytour.modoo.at매주 일요일 운행정발산역 2번출구 시티투어 승강장성인6000원+기타4000원현대모터스튜디오고양-서오릉-서삼릉
2고양시금요고양나들이1533-3158www.goyangcitytour.modoo.at매주 금요일 운행정발산역 2번출구 시티투어 승강장성인6000원+기타4000원중남미문화원-가와지볍씨박물관-일산역전시관-밤가시초가
3고양시토요행주나들이1533-3158www.goyangcitytour.modoo.at매주 토요일 운행정발산역 2번출구 시티투어 승강장성인6000원+기타4000원행주산성-행주산성역사공원-이신의선생기념관-고양시현충전시관
4광주시광주시티투어031-760-1723https://www.gjcity.go.kr잠정중단경기광주역0경기광주역
5부천시역사, 상상, 환경, 부천8경 정규코스. 특별코스032-656-4306http://bucheonculture.or.kr3월 ~ 11월 매주 토요일 10시 ~ 16시부천시청(시의회 옆)10000(역사코스)안중근공원-한옥체험마을-고강동선사유적공원-선사유적체험관 (상상코스)한국만화박물관-부천천문과학관-폴리스튜디오 (환경코스)자전거 문화센터-부천시립박물관-부천호수식물원 수피아 (부천8경코스)부천자연생태공원-아트벙커B39-친환경도시원예체험장
6성남시성남시티투어 도시樂버스 2코스070-7813-5000www.seongnamtour.com연중 주말 중 모란장이 서는 날(끝자리 4일, 9일)서울시청역+교대역+성남시청9000원성남시청-신구대식물원-모란민속5일장-중식-남한산성
7성남시성남시티투어 도시樂버스 1코스070-7813-5000www.seongnamtour.com연중 주말(토, 일) 운영서울시청역+교대역+성남시청9000원성남시청-남한산성-중식-판교박물관-신구대식물원
8시흥시수시코스031-314-9055http://www.shcitytour.com3월~11월 일정 상담 후 운행단체지정장소15000역사(소래산),환경(시화호),공동체(맞춤형)
9시흥시정기코스031-314-9055http://www.shcitytour.com3월~11월 매주 토/일 운행사당역/시흥시청역15000사당역-시흥시청역-갯골생태공원/오이도/연꽃테마파크 등-시흥시청역-사당역
시군명시티투어코스명연락처홈페이지주소시티투어운행일정보씨티투어탑승장소이용요금운행코스정보
34화성시테마투어(목장 체험)031-366-8921http://tour.hscity.go.kr/citytour/(단체)주말+공휴일+평일단체신청자요구장소18000원부터(체험 프로그램에 따라 42000원까지)진주목장-신하늘목장-라바팜스토리-계절별체험지(총2-3곳)
35화성시모두여행(무장애 여행)031-366-8921http://tour.hscity.go.kr/citytour/(개별)매월20일전후1회동탄역+병점역+어천역18000원부터(체험 프로그램에 따라 42000원까지)서해랑해상케이블카-우리꽃식물원-융릉건릉-계절별체험지(총1-2곳)
36화성시평화의숨결031-366-8921http://tour.hscity.go.kr/citytour/(개별)매주주말+공휴일운영(단체는평일가능)동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터18000원부터(체험 프로그램에 따라 42000원까지)매향리-제암리-발안만세시장-남양성모성지-계절별체험지(총2-3곳)
37화성시자연의숨결031-366-8921http://tour.hscity.go.kr/citytour/(개별)매주주말+공휴일운영(단체는평일가능)동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터18000원부터(체험 프로그램에 따라 42000원까지)우리꽃식물원-제부도또는비봉습지-계절별체험지(총2-3곳)
38화성시파도의숨결031-366-8921http://tour.hscity.go.kr/citytour/(개별)매주주말+공휴일운영(단체는평일가능)동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터18000원부터(체험 프로그램에 따라 42000원까지)국화도또는입파도
39화성시바다의숨결031-366-8921http://tour.hscity.go.kr/citytour/(개별)매주주말+공휴일운영(단체는평일가능)동탄역2번출구+화성시미디어센터+병점역+동부출장소+봉담읍+향남읍+남양모두누림센터18000원부터(체험 프로그램에 따라 42000원까지)매화리염전-화성호철새탐조-궁평솔밭-계절별체험지(총2-3곳)
40화성시테마투어(지역축제 체험)031-366-8921http://tour.hscity.go.kr/citytour/(단체)주말+공휴일+평일단체신청자요구장소18000원부터(체험 프로그램에 따라 42000원까지)민들레연극마을축제-송산포도축제-정조효문화제-화성뱃놀이축제-계절별체험지(총2-3곳)
41화성시코레일-화성 시티투어031-366-8921http://tour.hscity.go.kr/citytour/(개별)매월1-2회(주말)수원역18000원부터(체험 프로그램에 따라 42000원까지)코레일-융릉건릉-제부도-전곡항-공룡알화석산지-계절별체험지(총2곳)
42화성시테마투어(해양생태 체험)031-366-8921http://tour.hscity.go.kr/citytour/(단체)주말+공휴일+평일단체신청자요구장소18000원부터(체험 프로그램에 따라 42000원까지)화성요트-전곡항해양아카데미-보물섬모험레져-계절별체험지(총2-3곳)
43화성시테마투어(농어촌 체험)031-366-8921http://tour.hscity.go.kr/citytour/(단체)주말+공휴일+평일단체신청자요구장소18000원부터(체험 프로그램에 따라 42000원까지)공생염전-백미리어촌체험마을-연꽃농원등-계절별체험지(총2-3곳)