Overview

Dataset statistics

Number of variables5
Number of observations263
Missing cells61
Missing cells (%)4.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.4 KiB
Average record size in memory40.5 B

Variable types

Text4
Categorical1

Dataset

DescriptionMICE(회의, 인센티브, 컨벤션, 전시회)관광과 관련된 영문 시설정보(시설명, 홈페이지 주소, 시설상세내용, 시설주소) 제공
Author한국관광공사
URLhttps://www.data.go.kr/data/3069594/fileData.do

Alerts

형태(TYPE) has constant value ""Constant
시설상세내역 has 12 (4.6%) missing valuesMissing
홈페이지 has 49 (18.6%) missing valuesMissing
시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 13:44:09.182368
Analysis finished2023-12-12 13:44:09.621855
Duration0.44 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Text

UNIQUE 

Distinct263
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
2023-12-12T22:44:09.792135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length64
Median length42
Mean length22.174905
Min length4

Characters and Unicode

Total characters5832
Distinct characters67
Distinct categories9 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique263 ?
Unique (%)100.0%

Sample

1st rowLotte Hotel Seoul
2nd rowBEXCO (Busan Exhibition & Convention Center)
3rd rowJeju Oriental Hotel
4th rowSheraton Seoul palace Gangnam Hotel
5th rowSamsung Hotel Geoje
ValueCountFrequency (%)
hotel 127
 
14.8%
seoul 37
 
4.3%
center 30
 
3.5%
resort 18
 
2.1%
convention 17
 
2.0%
jeju 14
 
1.6%
busan 14
 
1.6%
ambassador 13
 
1.5%
13
 
1.5%
the 10
 
1.2%
Other values (343) 563
65.8%
2023-12-12T22:44:10.149919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
595
 
10.2%
e 582
 
10.0%
o 508
 
8.7%
n 451
 
7.7%
t 379
 
6.5%
a 358
 
6.1%
l 278
 
4.8%
r 235
 
4.0%
i 226
 
3.9%
u 199
 
3.4%
Other values (57) 2021
34.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 4161
71.3%
Uppercase Letter 1022
 
17.5%
Space Separator 595
 
10.2%
Other Punctuation 18
 
0.3%
Decimal Number 14
 
0.2%
Dash Punctuation 10
 
0.2%
Close Punctuation 5
 
0.1%
Open Punctuation 5
 
0.1%
Final Punctuation 2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 582
14.0%
o 508
12.2%
n 451
10.8%
t 379
9.1%
a 358
8.6%
l 278
 
6.7%
r 235
 
5.6%
i 226
 
5.4%
u 199
 
4.8%
s 188
 
4.5%
Other values (16) 757
18.2%
Uppercase Letter
ValueCountFrequency (%)
H 165
16.1%
C 115
 
11.3%
S 110
 
10.8%
P 52
 
5.1%
A 46
 
4.5%
G 46
 
4.5%
T 45
 
4.4%
O 44
 
4.3%
B 43
 
4.2%
I 43
 
4.2%
Other values (14) 313
30.6%
Decimal Number
ValueCountFrequency (%)
1 3
21.4%
3 3
21.4%
0 3
21.4%
2 2
14.3%
9 1
 
7.1%
6 1
 
7.1%
5 1
 
7.1%
Other Punctuation
ValueCountFrequency (%)
& 14
77.8%
. 1
 
5.6%
, 1
 
5.6%
; 1
 
5.6%
/ 1
 
5.6%
Space Separator
ValueCountFrequency (%)
595
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 5183
88.9%
Common 649
 
11.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 582
 
11.2%
o 508
 
9.8%
n 451
 
8.7%
t 379
 
7.3%
a 358
 
6.9%
l 278
 
5.4%
r 235
 
4.5%
i 226
 
4.4%
u 199
 
3.8%
s 188
 
3.6%
Other values (40) 1779
34.3%
Common
ValueCountFrequency (%)
595
91.7%
& 14
 
2.2%
- 10
 
1.5%
) 5
 
0.8%
( 5
 
0.8%
1 3
 
0.5%
3 3
 
0.5%
0 3
 
0.5%
’ 2
 
0.3%
2 2
 
0.3%
Other values (7) 7
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5830
> 99.9%
Punctuation 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
595
 
10.2%
e 582
 
10.0%
o 508
 
8.7%
n 451
 
7.7%
t 379
 
6.5%
a 358
 
6.1%
l 278
 
4.8%
r 235
 
4.0%
i 226
 
3.9%
u 199
 
3.4%
Other values (56) 2019
34.6%
Punctuation
ValueCountFrequency (%)
’ 2
100.0%

시설상세내역
Text

MISSING 

Distinct250
Distinct (%)99.6%
Missing12
Missing (%)4.6%
Memory size2.2 KiB
2023-12-12T22:44:10.457501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length441
Mean length446.94821
Min length26

Characters and Unicode

Total characters112184
Distinct characters84
Distinct categories16 ?
Distinct scripts2 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique249 ?
Unique (%)99.2%

Sample

1st rowLotte Hotel Seoul, Korean 5 star best luxury hotel, is conveniently located in the heart of Seoul’s central business district near Myeongdong and features two hotels Main Building and New Wing boasting 1,120 guest rooms combined. Lotte Hotel Seoul is a perfect hotel of 5 star hotels in Seoul for your tourism providing luxurious accommodation options designed by 4 world’s leading design firms. It offers Club Floor for successful business and Ladies Floor designed only for women boasting its class and sophistication. Lotte Hotel is also preferred by many VIPs and leaders from different countries as a Korea’s representative hotel holding the largest number of international events and cultural festivals. Experience ultimate comfort and unbeatable luxury in the center of Seoul, Choose Korean best hotel, Lotte for your exclusive stay.
2nd rowBEXCO spans a total area of 46,380㎡ and boasts some of the best infrastructure in Northeast Asia, with outstanding exhibition halls, international convention halls, and an auditorium. BEXCO also offers a conference room with an accommodation capacity of 7,200 persons, and an auditorium that seats 4,002. BEXCO is ready to take another leap towards becoming the most competitive exhibition and convention center in Northeast Asia.
3rd row Jeju oriental hotel & casino opened on August 20, 1988 Located nearby Jeju international airport and Jeju port Hotel has 10 floors with 321 guest rooms Business center, Sauna & Fitness, Screen golf club Lobby lounge caf Leciel on 1st floor
4th rowLocated within a 5 minutes’ walk from the Express Bus Terminal station, Seoul Palace Hotel consists of banquet halls of various sizes that are ideal for small gatherings and large events. The main banquet hall can be divided or used whole and can accommodate up to 400 people.
5th rowWe are committed to providing prestigious and refined services at this luxury hotel founded by the management of Samsung Heavy Industries and The Shilla Hotel. Samsung Heavy Industries has prepared over the last 10 years to enter the hotel business, beginning from November 1st, 2005. Now we are at the stage of continuing to grow in our impressive customer service, together with our high-profile management team. On this beautiful island where many of the worlds leading shipbuilding companies are based, we will always seek to provide higher-quality hotel amenities and services you have not experienced ever before
ValueCountFrequency (%)
and 952
 
5.4%
the 881
 
5.0%
of 435
 
2.5%
a 434
 
2.5%
to 320
 
1.8%
is 318
 
1.8%
for 315
 
1.8%
hotel 277
 
1.6%
with 247
 
1.4%
in 242
 
1.4%
Other values (2775) 13114
74.8%
2023-12-12T22:44:10.986093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
17208
15.3%
e 10783
 
9.6%
a 7721
 
6.9%
o 7062
 
6.3%
n 7055
 
6.3%
t 7053
 
6.3%
i 6254
 
5.6%
s 6155
 
5.5%
r 5122
 
4.6%
l 4257
 
3.8%
Other values (74) 33514
29.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 86639
77.2%
Space Separator 17208
 
15.3%
Uppercase Letter 3509
 
3.1%
Other Punctuation 2292
 
2.0%
Decimal Number 1473
 
1.3%
Control 404
 
0.4%
Dash Punctuation 385
 
0.3%
Final Punctuation 99
 
0.1%
Open Punctuation 53
 
< 0.1%
Close Punctuation 52
 
< 0.1%
Other values (6) 70
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 10783
12.4%
a 7721
 
8.9%
o 7062
 
8.2%
n 7055
 
8.1%
t 7053
 
8.1%
i 6254
 
7.2%
s 6155
 
7.1%
r 5122
 
5.9%
l 4257
 
4.9%
h 3150
 
3.6%
Other values (16) 22027
25.4%
Uppercase Letter
ValueCountFrequency (%)
T 404
 
11.5%
C 355
 
10.1%
H 334
 
9.5%
S 315
 
9.0%
I 240
 
6.8%
B 195
 
5.6%
G 180
 
5.1%
A 171
 
4.9%
E 132
 
3.8%
P 127
 
3.6%
Other values (16) 1056
30.1%
Decimal Number
ValueCountFrequency (%)
0 528
35.8%
1 214
14.5%
2 188
 
12.8%
5 116
 
7.9%
4 109
 
7.4%
3 106
 
7.2%
6 58
 
3.9%
8 57
 
3.9%
7 51
 
3.5%
9 46
 
3.1%
Other Punctuation
ValueCountFrequency (%)
, 1382
60.3%
. 817
35.6%
& 39
 
1.7%
/ 30
 
1.3%
; 15
 
0.7%
: 9
 
0.4%
Control
ValueCountFrequency (%)
228
56.4%
176
43.6%
Final Punctuation
ValueCountFrequency (%)
’ 93
93.9%
” 6
 
6.1%
Initial Punctuation
ValueCountFrequency (%)
‘ 14
77.8%
“ 4
 
22.2%
Letter Number
ValueCountFrequency (%)
Ⅰ 2
50.0%
Ⅱ 2
50.0%
Space Separator
ValueCountFrequency (%)
17208
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 385
100.0%
Open Punctuation
ValueCountFrequency (%)
( 53
100.0%
Close Punctuation
ValueCountFrequency (%)
) 52
100.0%
Other Symbol
ValueCountFrequency (%)
㎡ 41
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 4
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%
Other Number
ValueCountFrequency (%)
² 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 90152
80.4%
Common 22032
 
19.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 10783
12.0%
a 7721
 
8.6%
o 7062
 
7.8%
n 7055
 
7.8%
t 7053
 
7.8%
i 6254
 
6.9%
s 6155
 
6.8%
r 5122
 
5.7%
l 4257
 
4.7%
h 3150
 
3.5%
Other values (44) 25540
28.3%
Common
ValueCountFrequency (%)
17208
78.1%
, 1382
 
6.3%
. 817
 
3.7%
0 528
 
2.4%
- 385
 
1.7%
228
 
1.0%
1 214
 
1.0%
2 188
 
0.9%
176
 
0.8%
5 116
 
0.5%
Other values (20) 790
 
3.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112021
99.9%
Punctuation 117
 
0.1%
CJK Compat 41
 
< 0.1%
Number Forms 4
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
17208
15.4%
e 10783
 
9.6%
a 7721
 
6.9%
o 7062
 
6.3%
n 7055
 
6.3%
t 7053
 
6.3%
i 6254
 
5.6%
s 6155
 
5.5%
r 5122
 
4.6%
l 4257
 
3.8%
Other values (66) 33351
29.8%
Punctuation
ValueCountFrequency (%)
’ 93
79.5%
‘ 14
 
12.0%
” 6
 
5.1%
“ 4
 
3.4%
CJK Compat
ValueCountFrequency (%)
㎡ 41
100.0%
Number Forms
ValueCountFrequency (%)
Ⅰ 2
50.0%
Ⅱ 2
50.0%
None
ValueCountFrequency (%)
² 1
100.0%

형태(TYPE)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
Meeting Facility
263 

Length

Max length16
Median length16
Mean length16
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMeeting Facility
2nd rowMeeting Facility
3rd rowMeeting Facility
4th rowMeeting Facility
5th rowMeeting Facility

Common Values

ValueCountFrequency (%)
Meeting Facility 263
100.0%

Length

2023-12-12T22:44:11.175284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T22:44:11.282855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
meeting 263
50.0%
facility 263
50.0%

홈페이지
Text

MISSING 

Distinct212
Distinct (%)99.1%
Missing49
Missing (%)18.6%
Memory size2.2 KiB
2023-12-12T22:44:11.519702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length114
Median length59
Mean length41.485981
Min length16

Characters and Unicode

Total characters8878
Distinct characters68
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique210 ?
Unique (%)98.1%

Sample

1st rowhttp://www.lottehotel.com/seoul/en/
2nd rowhttp://www.bexco.co.kr/eng/Main.do
3rd rowhttp://www.oriental.co.kr/view/index.doSS_SVC_LANG_CODE=ENG
4th rowhttp://www.starwoodhotels.com/sheraton/index.html&language=en_US&localeCode=en_US
5th rowhttp://www.sghotel.co.kr/main.dolocale=en
ValueCountFrequency (%)
http://eng.ibexco.net 2
 
0.9%
http://www.high1.com/eng/hhome/main.high1 2
 
0.9%
http://www.dgdc.or.kr/dgdc_eng 1
 
0.5%
http://namdaemun-seoul.frasershospitality.com/en 1
 
0.5%
http://english.busan.go.kr/culture/main.bs 1
 
0.5%
http://www.hotelhana.co.kr/html/eng/in_010.asp 1
 
0.5%
http://www.lottehotel.com/seoul/en 1
 
0.5%
http://www.eldishotel.com/html/main.asp 1
 
0.5%
http://www.grand-hotel.co.kr/eng 1
 
0.5%
https://ibis.ambatelen.com/suwon/main.amb 1
 
0.5%
Other values (202) 202
94.4%
2023-12-12T22:44:11.975626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 874
 
9.8%
t 699
 
7.9%
. 650
 
7.3%
e 586
 
6.6%
o 558
 
6.3%
n 524
 
5.9%
w 519
 
5.8%
h 458
 
5.2%
a 406
 
4.6%
p 345
 
3.9%
Other values (58) 3259
36.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 6751
76.0%
Other Punctuation 1746
 
19.7%
Uppercase Letter 166
 
1.9%
Decimal Number 122
 
1.4%
Connector Punctuation 43
 
0.5%
Math Symbol 28
 
0.3%
Dash Punctuation 21
 
0.2%
Space Separator 1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 699
 
10.4%
e 586
 
8.7%
o 558
 
8.3%
n 524
 
7.8%
w 519
 
7.7%
h 458
 
6.8%
a 406
 
6.0%
p 345
 
5.1%
m 308
 
4.6%
c 288
 
4.3%
Other values (16) 2060
30.5%
Uppercase Letter
ValueCountFrequency (%)
S 21
12.7%
E 21
12.7%
D 13
 
7.8%
I 13
 
7.8%
G 12
 
7.2%
N 12
 
7.2%
C 10
 
6.0%
M 8
 
4.8%
L 8
 
4.8%
U 7
 
4.2%
Other values (14) 41
24.7%
Decimal Number
ValueCountFrequency (%)
0 26
21.3%
1 22
18.0%
4 20
16.4%
2 15
12.3%
3 13
10.7%
6 9
 
7.4%
9 6
 
4.9%
5 6
 
4.9%
8 4
 
3.3%
7 1
 
0.8%
Other Punctuation
ValueCountFrequency (%)
/ 874
50.1%
. 650
37.2%
: 215
 
12.3%
& 7
 
0.4%
Connector Punctuation
ValueCountFrequency (%)
_ 43
100.0%
Math Symbol
ValueCountFrequency (%)
= 28
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 21
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 6917
77.9%
Common 1961
 
22.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 699
 
10.1%
e 586
 
8.5%
o 558
 
8.1%
n 524
 
7.6%
w 519
 
7.5%
h 458
 
6.6%
a 406
 
5.9%
p 345
 
5.0%
m 308
 
4.5%
c 288
 
4.2%
Other values (40) 2226
32.2%
Common
ValueCountFrequency (%)
/ 874
44.6%
. 650
33.1%
: 215
 
11.0%
_ 43
 
2.2%
= 28
 
1.4%
0 26
 
1.3%
1 22
 
1.1%
- 21
 
1.1%
4 20
 
1.0%
2 15
 
0.8%
Other values (8) 47
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 8878
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 874
 
9.8%
t 699
 
7.9%
. 650
 
7.3%
e 586
 
6.6%
o 558
 
6.3%
n 524
 
5.9%
w 519
 
5.8%
h 458
 
5.2%
a 406
 
4.6%
p 345
 
3.9%
Other values (58) 3259
36.7%

주소
Text

Distinct262
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
2023-12-12T22:44:12.300401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length89
Median length69
Mean length48.86692
Min length22

Characters and Unicode

Total characters12852
Distinct characters74
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique261 ?
Unique (%)99.2%

Sample

1st rowLotte Hotel Seoul, 30, Uljiro, Jung-gu, Seoul
2nd rowBexco, 55, Apec-ro, Haeundae-gu, Busan
3rd row47, Tapdong-ro, Jeju-si, Jeju-do
4th row160, Saffyeong road, Seocho-gu, Seoul
5th row80-37,JANGPYEONG 3 RO, GEOJE-SI, GYEONGSANGNAM-DO
ValueCountFrequency (%)
seoul 66
 
4.8%
korea 65
 
4.8%
busan 26
 
1.9%
jung-gu 23
 
1.7%
gyeonggi-do 23
 
1.7%
jeju-do 19
 
1.4%
gangwon-do 18
 
1.3%
of 15
 
1.1%
gangnam-gu 15
 
1.1%
republic 14
 
1.0%
Other values (753) 1081
79.2%
2023-12-12T22:44:12.812337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
o 1146
 
8.9%
1109
 
8.6%
n 1014
 
7.9%
, 893
 
6.9%
g 843
 
6.6%
e 796
 
6.2%
- 785
 
6.1%
a 700
 
5.4%
u 667
 
5.2%
i 350
 
2.7%
Other values (64) 4549
35.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 7841
61.0%
Uppercase Letter 1134
 
8.8%
Space Separator 1109
 
8.6%
Decimal Number 1052
 
8.2%
Other Punctuation 900
 
7.0%
Dash Punctuation 785
 
6.1%
Other Letter 13
 
0.1%
Open Punctuation 9
 
0.1%
Close Punctuation 9
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 1146
14.6%
n 1014
12.9%
g 843
10.8%
e 796
10.2%
a 700
8.9%
u 667
8.5%
i 350
 
4.5%
r 340
 
4.3%
s 261
 
3.3%
l 246
 
3.1%
Other values (15) 1478
18.8%
Uppercase Letter
ValueCountFrequency (%)
G 198
17.5%
S 176
15.5%
J 127
11.2%
D 71
 
6.3%
K 71
 
6.3%
B 71
 
6.3%
C 56
 
4.9%
Y 52
 
4.6%
N 40
 
3.5%
H 33
 
2.9%
Other values (11) 239
21.1%
Other Letter
ValueCountFrequency (%)
개 2
15.4%
중 1
7.7%
대 1
7.7%
종 1
7.7%
세 1
7.7%
구 1
7.7%
특 1
7.7%
시 1
7.7%
별 1
7.7%
울 1
7.7%
Other values (2) 2
15.4%
Decimal Number
ValueCountFrequency (%)
1 170
16.2%
2 151
14.4%
0 115
10.9%
3 112
10.6%
5 104
9.9%
4 102
9.7%
7 95
9.0%
6 84
8.0%
8 66
 
6.3%
9 53
 
5.0%
Other Punctuation
ValueCountFrequency (%)
, 893
99.2%
. 7
 
0.8%
Space Separator
ValueCountFrequency (%)
1109
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 785
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 8975
69.8%
Common 3864
30.1%
Hangul 13
 
0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 1146
12.8%
n 1014
 
11.3%
g 843
 
9.4%
e 796
 
8.9%
a 700
 
7.8%
u 667
 
7.4%
i 350
 
3.9%
r 340
 
3.8%
s 261
 
2.9%
l 246
 
2.7%
Other values (36) 2612
29.1%
Common
ValueCountFrequency (%)
1109
28.7%
, 893
23.1%
- 785
20.3%
1 170
 
4.4%
2 151
 
3.9%
0 115
 
3.0%
3 112
 
2.9%
5 104
 
2.7%
4 102
 
2.6%
7 95
 
2.5%
Other values (6) 228
 
5.9%
Hangul
ValueCountFrequency (%)
개 2
15.4%
중 1
7.7%
대 1
7.7%
종 1
7.7%
세 1
7.7%
구 1
7.7%
특 1
7.7%
시 1
7.7%
별 1
7.7%
울 1
7.7%
Other values (2) 2
15.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12839
99.9%
Hangul 13
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 1146
 
8.9%
1109
 
8.6%
n 1014
 
7.9%
, 893
 
7.0%
g 843
 
6.6%
e 796
 
6.2%
- 785
 
6.1%
a 700
 
5.5%
u 667
 
5.2%
i 350
 
2.7%
Other values (52) 4536
35.3%
Hangul
ValueCountFrequency (%)
개 2
15.4%
중 1
7.7%
대 1
7.7%
종 1
7.7%
세 1
7.7%
구 1
7.7%
특 1
7.7%
시 1
7.7%
별 1
7.7%
울 1
7.7%
Other values (2) 2
15.4%

Missing values

2023-12-12T22:44:09.412264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T22:44:09.508825image/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.
2023-12-12T22:44:09.584173image/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

시설명시설상세내역형태(TYPE)홈페이지주소
0Lotte Hotel SeoulLotte Hotel Seoul, Korean 5 star best luxury hotel, is conveniently located in the heart of Seoul’s central business district near Myeongdong and features two hotels Main Building and New Wing boasting 1,120 guest rooms combined. Lotte Hotel Seoul is a perfect hotel of 5 star hotels in Seoul for your tourism providing luxurious accommodation options designed by 4 world’s leading design firms. It offers Club Floor for successful business and Ladies Floor designed only for women boasting its class and sophistication. Lotte Hotel is also preferred by many VIPs and leaders from different countries as a Korea’s representative hotel holding the largest number of international events and cultural festivals. Experience ultimate comfort and unbeatable luxury in the center of Seoul, Choose Korean best hotel, Lotte for your exclusive stay.Meeting Facilityhttp://www.lottehotel.com/seoul/en/Lotte Hotel Seoul, 30, Uljiro, Jung-gu, Seoul
1BEXCO (Busan Exhibition & Convention Center)BEXCO spans a total area of 46,380㎡ and boasts some of the best infrastructure in Northeast Asia, with outstanding exhibition halls, international convention halls, and an auditorium. BEXCO also offers a conference room with an accommodation capacity of 7,200 persons, and an auditorium that seats 4,002. BEXCO is ready to take another leap towards becoming the most competitive exhibition and convention center in Northeast Asia.Meeting Facilityhttp://www.bexco.co.kr/eng/Main.doBexco, 55, Apec-ro, Haeundae-gu, Busan
2Jeju Oriental HotelJeju oriental hotel & casino opened on August 20, 1988 Located nearby Jeju international airport and Jeju port Hotel has 10 floors with 321 guest rooms Business center, Sauna & Fitness, Screen golf club Lobby lounge caf Leciel on 1st floorMeeting Facilityhttp://www.oriental.co.kr/view/index.doSS_SVC_LANG_CODE=ENG47, Tapdong-ro, Jeju-si, Jeju-do
3Sheraton Seoul palace Gangnam HotelLocated within a 5 minutes’ walk from the Express Bus Terminal station, Seoul Palace Hotel consists of banquet halls of various sizes that are ideal for small gatherings and large events. The main banquet hall can be divided or used whole and can accommodate up to 400 people.Meeting Facilityhttp://www.starwoodhotels.com/sheraton/index.html&language=en_US&localeCode=en_US160, Saffyeong road, Seocho-gu, Seoul
4Samsung Hotel GeojeWe are committed to providing prestigious and refined services at this luxury hotel founded by the management of Samsung Heavy Industries and The Shilla Hotel. Samsung Heavy Industries has prepared over the last 10 years to enter the hotel business, beginning from November 1st, 2005. Now we are at the stage of continuing to grow in our impressive customer service, together with our high-profile management team. On this beautiful island where many of the worlds leading shipbuilding companies are based, we will always seek to provide higher-quality hotel amenities and services you have not experienced ever beforeMeeting Facilityhttp://www.sghotel.co.kr/main.dolocale=en80-37,JANGPYEONG 3 RO, GEOJE-SI, GYEONGSANGNAM-DO
5Hotelpark BusinessLocated in Gumi, Gyeongsangbuk-do, Hotelpark Business consists of 4 banquet halls that can accommodate events for 60-250 people. All the equipment (Beam projector, OHP, screen, slider, TV projector, laser pointer, white boards) necessary for conferences is provided; and some conferences and events can be broadcast via a live-broadcasting system and 3 cameras in the main banquet hall on the second floor.Meeting Facilityhttp://www.hotelparkbusiness.com/eng/html/main.htm217-16 Geumo-san Road, Gumi-si, Gyeongsangbuk-do
6Grand Hyatt SeoulGrand Hyatt Seoul, located in the heart of the nation’s capital, is situated amidst beautifully landscaped gardens on historic Mt. Namsan, offering guests a diversity of extraordinary features. Contemporary rooms with stunning views: Grand rooms and suites with fashionable furnishings and contemporary dcor Ideal location: Easily accessible to most of the city’s key districts including Gangnam, City center and more Dining discovery: A new dynamic in fine dining, featuring a diversity of culinary experiences exceeding expectations, with 12 restaurants and bars Versatile meetings and events: Professional service teams and meeting venues that can accommodate 20 to 2,000 guests Recharge and relax: A stunning outdoor swimming pool with panoramic views of the city, an incredibly romantic ice rink in winter, 14 private Spa rooms and a 24 hour gymMeeting Facilityhttps://seoul.grand.hyatt.com/en/hotel/home.html322 Sowol-ro, Yongsan-gu, Seoul 140-738
7Hotel NongshimHotel Nongshim consists of a very large banquet hall that can hold up to 1,200 people and which is equipped with the latest sound and lighting systems. It can accommodate large events such as international meetings, seminars, fashion shows, etc. and, depending on the size of the event, can be divided into 4 sections.Meeting Facilityhttp://www.hotelnongshim.com/eng/html/main/index.php23, Geumganggongwon-ro 20beon-gil, Dongnae-gu, Busan
8Ramada Plaza JejuRamada Plaza Jeju Hotel is luxurious resort and business hotel with 400 spacious guest rooms, which has introduced the most upscale brand, Ramada Plaza under the franchise agreement with Wyndham Hotel group. With the feel of unique experience, there is grand ballroom which has a capacity of 1,200 designed for convention and global conferences, 4 seminar rooms and also 4 mid-sized meeting rooms with a fine view of the Jeju ocean for various functions with state-of-the-art facilities. Seminar rooms will be provided as an additional feature when holding a large-scale event in the large ballroom.Meeting Facilityhttp://www.ramadajeju.co.kr/ENG/66 Tapdong-ro, Jeju-si, Jeju-do
9Ramada Plaza Suwon HotelRamada Plaza Suwon is a refined and elegant business hotel opened in April 2009. Consisting of 18 ground floors and six sub-ground levels, the hotel offers 288 guest rooms. It is fitted with the Grand Ballroom, which can be used for international conferences and large corporate meetings: the Plaza Hall for medium-sized corporate meetings; the Maple and Oak Rooms for small meetings; and the Board Room for small discussions and gatherings.Meeting Facilityhttps://www.ramadaplazasuwon.com:4431/eng/index.asp150, Jungbu-daero, Paldal-gu, Suwon-si, Gyeonggi-do, Republic of Korea
시설명시설상세내역형태(TYPE)홈페이지주소
253Phoenix PyeongchangPhoenix PyeongChang is an integrated resort comprised recreational facilities, such as Snow Park, Phoenix Country Club, and the Phoenix Blue Canyon (water park), located 700m above sea level. The Phoenix Snow Park is a representative ski resort of Korea, featuring 21 courses and the best snow quality. Additionally, as the official venue for the PyeongChang 2018 Olympic Winter Games, it will be the main venue where 18 gold medalists in a total 9 events will be announced. Phoenix Country Club is the first golf club in Korea that has been designed and endowed by Jack Nicklaus with a total course spanning 6,338 meters with 18 holes. It features extensive natural geography and world-class course configuration, which is selected as the best course in Korea year after year for its eco-friendly landscaping. Phoenix Blue Canyon (water park) and other various attractions will also present customers with four seasons of happiness and joy. For convention, Phoenix PyeongChang has state-of-the-art conference facilities wMeeting Facilityhttp://phoenixhnr.co.kr/pyeongchang/global/en/index174, Taegi-ro, Bongpyeong-myeon, Pyeongchang-gun, Gangwon-do, Republic of Korea
254HILTON BUSANMake your next destination Hilton Busan, the ultimate venue for business or leisure, offering a variety of unique oceanfront settings, both indoor and outdoor, for distinctive conferences & events. The hotel blends the stunning Korean coastline location with a modern and edgy terraced design featuring multi-level swimming pools, restaurants and bars, providing discrete accommodation and dining experiences not just for leisure, but business meeting guests alike. With 1,419 and 990 sqm meeting and banquet space including two sumptuous ballrooms: the Grand Ballroom can welcome up to 1,500 delegates, making it the ideal venue for large conferences and incentive groups. The Ballroom equipped with state-of-the-art lighting and sound systemsall ready to accommodate a variety of events and functions, including seminars, weddings, fashion shows and gala dinners. Ocean Garden & Terrace, two oceanfront outdoor venues for spectacular receptions and events, accommodates up to 500 guests. Admire the breathtaking oceanMeeting Facility<NA>268-32, Gijanghaean-ro, Gijang-eup, Gijang-gun, Busan 46083, South Korea
255LOTTE City Hotel DaejeonLOTTE City Hotel Daejeon opened in March 2014 in Daejeon, where it’s a hub of R&D and education in the Northeast Asia, a mecca of advanced science and technology, and the Silicon Valley of South Korea. This 18-story hotel is located in front of the Daejeon Convention Center, and has 312 modern-designed rooms, a luxurious restaurant commanding a sky view, and multi-purpose banquet halls. LOTTE City Hotel Daejeon is perfect for corporate seminars and academic conference events.Meeting Facilityhttp://www.lottehotel.com/city/daejeon/en/Incheon International Airport Course Time About 2 hour 50 min
256NOVOTEL AMBASSADOR SEOUL DONGDAEMUN HOTELS & RESIDENCESWith a premium central Seoul location and an incredible view of cityscape, the hotel is situated adjacent to the famous Dongdaemun Design Plaza and Dongdaemun Market. The hotel will offer an unforgettable experience for both business and leisure travelers. It boasts 331 guest rooms and 192 residences with a stunning rooftop bar and an outdoor pool. With our chic dining options and modern convention facilities, we will ensure your successful business meetings and social gatherings.Meeting Facilityhttps://www.ambatel.com/novotel/dongdaemun/en/main.do238 Eulji-ro, Jung-gu, Seoul 04561 Korea
257Conrad SeoulConrad Seoul redefines a whole new world of luxury, sophistication and service in Korea. Strategically located, Conrad Seoul occupies one of the four towers of the renowned International Finance Centre (IFC) in Yeouido Business District. Conveniently attached to Seoul’s subway system and an upmarket International lifestyle Mall with 9 CGV Movie Theaters, Conrad Seoul is the closest luxury hotel to both International Airports. A landmark in more ways than one, Conrad Seoul offers stunning 434 super spacious guest rooms with views to match and provides a real first in providing Apple based in-room technology. With banquet facilities that will stimulate and inspire, exotic dining options and a luxurious wellness center for Smart balanced lifestyle makes Conrad Seoul a special place not just to stay, but to stay inspired.Meeting Facilityhttp://conradhotels3.hilton.com/en/10, Gukjegeumyung-ro 8-gil, Yeongdeungpo-gu, Seoul
258Coex Convention & Exhibition CenterCoex is Korea’s premier convention center located in the heart of Gangnam, Seoul’s business district, and with over 30 years of experience and know-how in event planning and hosting. Covering a total area of 106,612㎡, with 4 floors above ground and 4 floors underground, Coex consists of 4 professional exhibitions halls and 55 meeting rooms. Popular facilities include the 1,817m², column-free Grand Ballroom, the sweeping 1,080 seat Auditorium, and Hall D, one of Seoul’s largest column-free spaces able to accommodate up to 7,000 people. Its 55 meeting rooms come in all sizes and can be divided to create a total of 92 spaces for events. On-site attractions and amenities includes three 5-star luxury hotels, one of Asia’s largest underground shopping malls, a city airport terminal, aquarium, casino, duty-free shop, free public WiFi and more. Coex is serviced by two subway metro lines as well as non-stop, direct limousine bus transfers to and from Incheon International Airport, easily making it one of Korea’s mostMeeting Facilityhttp://www.coex.co.kr/eng/513, Yeongdong-daero, Gangnam-gu, Seoul 06164, Korea
259Seoul Dragon CityTHE FIRST-EVER LIFESTYLE HOTEL-PLEX Seoul Dragon City is Asia’s first-ever lifestyle hotel-plex, where everything from luxury to economy can be enjoyed in one place. Three connected high-rise towers of Seoul Dragon City take on the appearance of a dragon, the symbol of prosperity and success. It consists of four hotel brands that belong to France’s AccorHotels group, including Grand Mercure, Novotel Suites, Novotel and Ibis Styles. Seoul Dragon City is the foremost hotel complex with 1,700 guest rooms, a variety of restaurants and bars, state-of-the-art meeting and convention facilities, and Sky Kingdom, offering everything that the customers want, from leisure to business. The complex is located right next to Yongsan Station, a major transportation hub in Seoul where railway (ITX & KTX) and three subway lines (1, 4 & 6) run. Offering convenient access to central business and commercial districts including Yeouido, Itaewon, Myeongdong, Gangnam, and more, Seoul Dragon City ideally meets a variety of guest needMeeting Facilityhttp://www.seouldragoncity.com95, Cheongpa-ro 20-gil, Yongsan-gu, Seoul, 04372, Korea
260ibis Styles Ambassador Seoul Gangnamibis Styles Ambassador Seoul Gangnam pursues style and trends as a member of world-class hotel group Accor, offering great services as well as various ancillary facilities at affordable rates. Located in Teheran-ro, the economic center of Seoul, the hotel provides the best ambiance to business travelers with busy schedules and urban leisure customers seeking relaxing weekends in the city.Meeting Facility<NA>431 Samseong-ro, Gangnam-gu, Seoul, 06195
261BAYHILL POOL&VILLABayhill Pool & Villa is a luxurious pool villa located south of Haye-dong, Seogwipo City, Jeju. There are one hotel building and nine villas. Each room is designed with a unique concept. It offers the perfect place for guests to relax. All rooms have ocean view, and the blue sea to the south of Jeju Island can be seen through the wide windows. This is the attraction of Bayhill Pool & Villa. The outdoor swimming pool and in-room private jacuzzis will relax and unwind after a busy day.Meeting Facilityhttp://bayhill.co.kr/lang=en424, Yerae-ro, Seogwipo-si, Jeju-do, Republic of Korea
262Hotel ThomasThe Hotel Thomas registered to 3 star(123 room’s) and We have meeting room available 100 people. And then new type’s projector and wireless micro-phone, BGM.Meeting Facilityhttp://www.hotelthomas.co.kr/eng/index.do26, Sejong-Daero 16-Gil, Jung-gu, Seoul, Korea 04526