Overview

Dataset statistics

Number of variables4
Number of observations138
Missing cells11
Missing cells (%)2.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory33.0 B

Variable types

Categorical1
Text3

Dataset

Description관광업소 현황_20200918
Author대구광역시 수성구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=3070206&dataSetDetailId=30702061a1a0b146b036&provdMethod=FILE

Alerts

전화번호 has 11 (8.0%) missing valuesMissing

Reproduction

Analysis started2024-04-17 10:15:59.215402
Analysis finished2024-04-17 10:15:59.819513
Duration0.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종
Categorical

Distinct4
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
국외여행업
60 
국내여행업
54 
일반여행업
19 
관광숙박업
 
5

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
국외여행업 60
43.5%
국내여행업 54
39.1%
일반여행업 19
 
13.8%
관광숙박업 5
 
3.6%

Length

2024-04-17T19:15:59.869273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T19:15:59.950151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
국외여행업 60
43.5%
국내여행업 54
39.1%
일반여행업 19
 
13.8%
관광숙박업 5
 
3.6%

상호
Text

Distinct91
Distinct (%)65.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2024-04-17T19:16:00.144721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length14
Mean length8.1594203
Min length4

Characters and Unicode

Total characters1126
Distinct characters165
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

Unique44 ?
Unique (%)31.9%

Sample

1st row(주)유성관광여행사
2nd row(주)세일관광여행사
3rd row동화항공여행주식회사
4th row(주)알프스여행사
5th row(주)투어토탈
ValueCountFrequency (%)
주식회사 21
 
11.7%
투어 3
 
1.7%
여행사 3
 
1.7%
주)유성관광여행사 2
 
1.1%
주)이편한여행 2
 
1.1%
주 2
 
1.1%
오로라 2
 
1.1%
관광 2
 
1.1%
참길여행사 2
 
1.1%
와이티이 2
 
1.1%
Other values (95) 138
77.1%
2024-04-17T19:16:00.466321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 94
 
8.3%
( 71
 
6.3%
) 71
 
6.3%
사 64
 
5.7%
행 56
 
5.0%
여 54
 
4.8%
어 54
 
4.8%
투 51
 
4.5%
41
 
3.6%
이 26
 
2.3%
Other values (155) 544
48.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 940
83.5%
Open Punctuation 71
 
6.3%
Close Punctuation 71
 
6.3%
Space Separator 41
 
3.6%
Other Punctuation 3
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 94
 
10.0%
사 64
 
6.8%
행 56
 
6.0%
여 54
 
5.7%
어 54
 
5.7%
투 51
 
5.4%
이 26
 
2.8%
식 25
 
2.7%
회 23
 
2.4%
스 22
 
2.3%
Other values (150) 471
50.1%
Other Punctuation
ValueCountFrequency (%)
& 2
66.7%
/ 1
33.3%
Open Punctuation
ValueCountFrequency (%)
( 71
100.0%
Close Punctuation
ValueCountFrequency (%)
) 71
100.0%
Space Separator
ValueCountFrequency (%)
41
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 940
83.5%
Common 186
 
16.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 94
 
10.0%
사 64
 
6.8%
행 56
 
6.0%
여 54
 
5.7%
어 54
 
5.7%
투 51
 
5.4%
이 26
 
2.8%
식 25
 
2.7%
회 23
 
2.4%
스 22
 
2.3%
Other values (150) 471
50.1%
Common
ValueCountFrequency (%)
( 71
38.2%
) 71
38.2%
41
22.0%
& 2
 
1.1%
/ 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 940
83.5%
ASCII 186
 
16.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 94
 
10.0%
사 64
 
6.8%
행 56
 
6.0%
여 54
 
5.7%
어 54
 
5.7%
투 51
 
5.4%
이 26
 
2.8%
식 25
 
2.7%
회 23
 
2.4%
스 22
 
2.3%
Other values (150) 471
50.1%
ASCII
ValueCountFrequency (%)
( 71
38.2%
) 71
38.2%
41
22.0%
& 2
 
1.1%
/ 1
 
0.5%

소재지(도로명)
Text

Distinct92
Distinct (%)66.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2024-04-17T19:16:00.711478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length42
Mean length31.326087
Min length22

Characters and Unicode

Total characters4323
Distinct characters149
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique49 ?
Unique (%)35.5%

Sample

1st row대구광역시 수성구 국채보상로 826 (범어동)
2nd row대구광역시 수성구 지범로 192 (범물동)
3rd row대구광역시 수성구 국채보상로 1049 (만촌동)
4th row대구광역시 수성구 지범로 91 (지산동)
5th row대구광역시 수성구 달구벌대로 3188, 아레나스포츠센터 (신매동)
ValueCountFrequency (%)
대구광역시 138
 
16.4%
수성구 138
 
16.4%
범어동 36
 
4.3%
달구벌대로 22
 
2.6%
동대구로 19
 
2.3%
지산동 14
 
1.7%
시지동 12
 
1.4%
만촌동 12
 
1.4%
지범로 12
 
1.4%
범물동 10
 
1.2%
Other values (209) 431
51.1%
2024-04-17T19:16:01.088661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
708
 
16.4%
구 333
 
7.7%
대 197
 
4.6%
동 188
 
4.3%
수 176
 
4.1%
성 172
 
4.0%
시 161
 
3.7%
1 149
 
3.4%
) 141
 
3.3%
( 141
 
3.3%
Other values (139) 1957
45.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2494
57.7%
Space Separator 708
 
16.4%
Decimal Number 702
 
16.2%
Close Punctuation 141
 
3.3%
Open Punctuation 141
 
3.3%
Other Punctuation 114
 
2.6%
Dash Punctuation 21
 
0.5%
Uppercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 333
13.4%
대 197
 
7.9%
동 188
 
7.5%
수 176
 
7.1%
성 172
 
6.9%
시 161
 
6.5%
광 138
 
5.5%
역 138
 
5.5%
로 137
 
5.5%
범 80
 
3.2%
Other values (122) 774
31.0%
Decimal Number
ValueCountFrequency (%)
1 149
21.2%
3 100
14.2%
2 99
14.1%
0 93
13.2%
6 53
 
7.5%
4 50
 
7.1%
8 44
 
6.3%
5 43
 
6.1%
9 37
 
5.3%
7 34
 
4.8%
Uppercase Letter
ValueCountFrequency (%)
K 1
50.0%
S 1
50.0%
Space Separator
ValueCountFrequency (%)
708
100.0%
Close Punctuation
ValueCountFrequency (%)
) 141
100.0%
Open Punctuation
ValueCountFrequency (%)
( 141
100.0%
Other Punctuation
ValueCountFrequency (%)
, 114
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2494
57.7%
Common 1827
42.3%
Latin 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 333
13.4%
대 197
 
7.9%
동 188
 
7.5%
수 176
 
7.1%
성 172
 
6.9%
시 161
 
6.5%
광 138
 
5.5%
역 138
 
5.5%
로 137
 
5.5%
범 80
 
3.2%
Other values (122) 774
31.0%
Common
ValueCountFrequency (%)
708
38.8%
1 149
 
8.2%
) 141
 
7.7%
( 141
 
7.7%
, 114
 
6.2%
3 100
 
5.5%
2 99
 
5.4%
0 93
 
5.1%
6 53
 
2.9%
4 50
 
2.7%
Other values (5) 179
 
9.8%
Latin
ValueCountFrequency (%)
K 1
50.0%
S 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2494
57.7%
ASCII 1829
42.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
708
38.7%
1 149
 
8.1%
) 141
 
7.7%
( 141
 
7.7%
, 114
 
6.2%
3 100
 
5.5%
2 99
 
5.4%
0 93
 
5.1%
6 53
 
2.9%
4 50
 
2.7%
Other values (7) 181
 
9.9%
Hangul
ValueCountFrequency (%)
구 333
13.4%
대 197
 
7.9%
동 188
 
7.5%
수 176
 
7.1%
성 172
 
6.9%
시 161
 
6.5%
광 138
 
5.5%
역 138
 
5.5%
로 137
 
5.5%
범 80
 
3.2%
Other values (122) 774
31.0%

전화번호
Text

MISSING 

Distinct81
Distinct (%)63.8%
Missing11
Missing (%)8.0%
Memory size1.2 KiB
2024-04-17T19:16:01.286357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.96063
Min length9

Characters and Unicode

Total characters1519
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)28.3%

Sample

1st row053-742-0333
2nd row053-784-6701
3rd row053-752-6200
4th row053-784-9005
5th row053-794-3388
ValueCountFrequency (%)
053-756-0010 3
 
2.4%
1899-5887 2
 
1.6%
053-753-9997 2
 
1.6%
053-742-0333 2
 
1.6%
053-755-2562 2
 
1.6%
053-751-3366 2
 
1.6%
053-781-3885 2
 
1.6%
053-742-2338 2
 
1.6%
053-219-0047 2
 
1.6%
053-782-2232 2
 
1.6%
Other values (71) 106
83.5%
2024-04-17T19:16:01.819381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 252
16.6%
0 227
14.9%
5 212
14.0%
3 185
12.2%
7 151
9.9%
2 111
7.3%
8 98
 
6.5%
4 82
 
5.4%
6 73
 
4.8%
1 69
 
4.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1267
83.4%
Dash Punctuation 252
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 227
17.9%
5 212
16.7%
3 185
14.6%
7 151
11.9%
2 111
8.8%
8 98
7.7%
4 82
 
6.5%
6 73
 
5.8%
1 69
 
5.4%
9 59
 
4.7%
Dash Punctuation
ValueCountFrequency (%)
- 252
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1519
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 252
16.6%
0 227
14.9%
5 212
14.0%
3 185
12.2%
7 151
9.9%
2 111
7.3%
8 98
 
6.5%
4 82
 
5.4%
6 73
 
4.8%
1 69
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1519
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 252
16.6%
0 227
14.9%
5 212
14.0%
3 185
12.2%
7 151
9.9%
2 111
7.3%
8 98
 
6.5%
4 82
 
5.4%
6 73
 
4.8%
1 69
 
4.5%

Correlations

2024-04-17T19:16:01.899936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업종상호소재지(도로명)전화번호
업종1.0000.7350.7910.749
상호0.7351.0000.9991.000
소재지(도로명)0.7910.9991.0001.000
전화번호0.7491.0001.0001.000

Missing values

2024-04-17T19:15:59.713647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T19:15:59.793293image/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

업종상호소재지(도로명)전화번호
0국내여행업(주)유성관광여행사대구광역시 수성구 국채보상로 826 (범어동)053-742-0333
1국내여행업(주)세일관광여행사대구광역시 수성구 지범로 192 (범물동)053-784-6701
2국내여행업동화항공여행주식회사대구광역시 수성구 국채보상로 1049 (만촌동)053-752-6200
3국내여행업(주)알프스여행사대구광역시 수성구 지범로 91 (지산동)053-784-9005
4국내여행업(주)투어토탈대구광역시 수성구 달구벌대로 3188, 아레나스포츠센터 (신매동)053-794-3388
5국내여행업(주)동성여행사대구광역시 수성구 달구벌대로627길 5-4 (매호동)053-792-8952
6국내여행업(주)수은관광대구광역시 수성구 달구벌대로 3103 (시지동)053-792-2888
7국내여행업(주)범어투어대구광역시 수성구 달구벌대로 2378 (범어동,2층)053-755-8888
8국내여행업꿈의교실&꿈의여행대구광역시 수성구 달구벌대로 3138 (시지동,5층)053-795-6624
9국내여행업삼성고속관광(주)대구광역시 수성구 들안로 250-1 (수성동3가)053-427-3077
업종상호소재지(도로명)전화번호
128일반여행업(주)투어인터불고대구광역시 수성구 화랑로 108, 3층 (만촌동)053-714-5055
129일반여행업퍼스트여행사대구광역시 수성구 신매로 102-1, 2층층 (신매동)053-793-4418
130일반여행업마루투어대구광역시 수성구 국채보상로 931, 3층 (만촌동)053-721-7121
131일반여행업라온컨벤션대구광역시 수성구 미술관로 40, 대구미술관 1층 (삼덕동)053-792-7788
132일반여행업아이피엠 코퍼레이션대구광역시 수성구 청수로26길 36, 한성스퀘어 601호 (두산동)070-4797-1712
133관광숙박업(주)호텔 수성대구광역시 수성구 용학로 106-7 (두산동)053-763-7311
134관광숙박업호텔아리아나대구광역시 수성구 동대구로 27 (두산동)053-765-7776
135관광숙박업(주)그랜드관광호텔대구광역시 수성구 동대구로 305 (범어동)053-742-0001
136관광숙박업호텔인터불고대구광역시 수성구 팔현길 212 (만촌동, 호텔인터불고)053-602-7113
137관광숙박업(주)호텔 라온제나대구광역시 수성구 범어천로 73 (범어동, 호텔 라온제나)053-718-7000