Overview

Dataset statistics

Number of variables5
Number of observations6981
Missing cells0
Missing cells (%)0.0%
Duplicate rows476
Duplicate rows (%)6.8%
Total size in memory272.8 KiB
Average record size in memory40.0 B

Variable types

Categorical1
Text3
DateTime1

Dataset

Description대구광역시 북구 관내 식품접객업(휴게음식점, 일반음식점, 유흥주점, 단란주점, 제과점, 위탁급식영업 현황) 정보를 제공합니다
URLhttps://www.data.go.kr/data/15006336/fileData.do

Alerts

데이터기준일 has constant value ""Constant
Dataset has 476 (6.8%) duplicate rowsDuplicates
업종명 is highly imbalanced (54.1%)Imbalance

Reproduction

Analysis started2023-12-12 04:15:46.733336
Analysis finished2023-12-12 04:15:48.223901
Duration1.49 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

업종명
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size54.7 KiB
일반음식점
4921 
휴게음식점
1656 
제과점영업
 
163
유흥주점영업
 
153
단란주점
 
47

Length

Max length6
Median length5
Mean length5.0210572
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
일반음식점 4921
70.5%
휴게음식점 1656
 
23.7%
제과점영업 163
 
2.3%
유흥주점영업 153
 
2.2%
단란주점 47
 
0.7%
위탁급식영업 41
 
0.6%

Length

2023-12-12T13:15:48.321786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:15:48.458528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반음식점 4921
70.5%
휴게음식점 1656
 
23.7%
제과점영업 163
 
2.3%
유흥주점영업 153
 
2.2%
단란주점 47
 
0.7%
위탁급식영업 41
 
0.6%

업소명
Text

Distinct6255
Distinct (%)89.6%
Missing0
Missing (%)0.0%
Memory size54.7 KiB
2023-12-12T13:15:48.744068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length28
Mean length7.0057298
Min length1

Characters and Unicode

Total characters48907
Distinct characters996
Distinct categories12 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5602 ?
Unique (%)80.2%

Sample

1st row본죽대구북구청점
2nd row황해도식당
3rd row노곡반점
4th row대동순대국밥
5th row오떡날
ValueCountFrequency (%)
칠곡점 52
 
0.7%
침산점 23
 
0.3%
경북대점 22
 
0.3%
대구칠곡점 19
 
0.2%
coffee 17
 
0.2%
복현점 13
 
0.2%
세븐일레븐 13
 
0.2%
칠곡3지구점 9
 
0.1%
태영생막창 9
 
0.1%
산격점 8
 
0.1%
Other values (6588) 7606
97.6%
2023-12-12T13:15:49.357840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
점 2239
 
4.6%
대 1226
 
2.5%
구 1039
 
2.1%
이 973
 
2.0%
811
 
1.7%
스 805
 
1.6%
) 787
 
1.6%
( 787
 
1.6%
식 561
 
1.1%
리 544
 
1.1%
Other values (986) 39135
80.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 42783
87.5%
Uppercase Letter 1432
 
2.9%
Lowercase Letter 1280
 
2.6%
Decimal Number 850
 
1.7%
Space Separator 811
 
1.7%
Close Punctuation 787
 
1.6%
Open Punctuation 787
 
1.6%
Other Punctuation 153
 
0.3%
Math Symbol 12
 
< 0.1%
Dash Punctuation 8
 
< 0.1%
Other values (2) 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 2239
 
5.2%
대 1226
 
2.9%
구 1039
 
2.4%
이 973
 
2.3%
스 805
 
1.9%
식 561
 
1.3%
리 544
 
1.3%
칠 530
 
1.2%
피 491
 
1.1%
산 462
 
1.1%
Other values (906) 33913
79.3%
Uppercase Letter
ValueCountFrequency (%)
C 161
 
11.2%
S 122
 
8.5%
G 112
 
7.8%
E 105
 
7.3%
O 90
 
6.3%
B 85
 
5.9%
T 84
 
5.9%
P 72
 
5.0%
A 67
 
4.7%
F 57
 
4.0%
Other values (16) 477
33.3%
Lowercase Letter
ValueCountFrequency (%)
e 196
15.3%
o 122
 
9.5%
a 120
 
9.4%
f 86
 
6.7%
i 73
 
5.7%
c 68
 
5.3%
n 66
 
5.2%
t 63
 
4.9%
s 62
 
4.8%
r 58
 
4.5%
Other values (15) 366
28.6%
Other Punctuation
ValueCountFrequency (%)
& 56
36.6%
. 40
26.1%
, 19
 
12.4%
' 17
 
11.1%
! 5
 
3.3%
/ 4
 
2.6%
: 3
 
2.0%
· 3
 
2.0%
? 2
 
1.3%
; 2
 
1.3%
Decimal Number
ValueCountFrequency (%)
2 194
22.8%
5 125
14.7%
3 122
14.4%
0 97
11.4%
1 93
10.9%
9 56
 
6.6%
8 50
 
5.9%
4 44
 
5.2%
7 37
 
4.4%
6 32
 
3.8%
Math Symbol
ValueCountFrequency (%)
< 6
50.0%
> 6
50.0%
Space Separator
ValueCountFrequency (%)
811
100.0%
Close Punctuation
ValueCountFrequency (%)
) 787
100.0%
Open Punctuation
ValueCountFrequency (%)
( 787
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%
Other Symbol
ValueCountFrequency (%)
℃ 3
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 42767
87.4%
Common 3412
 
7.0%
Latin 2712
 
5.5%
Han 16
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 2239
 
5.2%
대 1226
 
2.9%
구 1039
 
2.4%
이 973
 
2.3%
스 805
 
1.9%
식 561
 
1.3%
리 544
 
1.3%
칠 530
 
1.2%
피 491
 
1.1%
산 462
 
1.1%
Other values (895) 33897
79.3%
Latin
ValueCountFrequency (%)
e 196
 
7.2%
C 161
 
5.9%
S 122
 
4.5%
o 122
 
4.5%
a 120
 
4.4%
G 112
 
4.1%
E 105
 
3.9%
O 90
 
3.3%
f 86
 
3.2%
B 85
 
3.1%
Other values (41) 1513
55.8%
Common
ValueCountFrequency (%)
811
23.8%
) 787
23.1%
( 787
23.1%
2 194
 
5.7%
5 125
 
3.7%
3 122
 
3.6%
0 97
 
2.8%
1 93
 
2.7%
9 56
 
1.6%
& 56
 
1.6%
Other values (19) 284
 
8.3%
Han
ValueCountFrequency (%)
家 3
18.8%
人 2
12.5%
誠 2
12.5%
領 2
12.5%
美 1
 
6.2%
豚 1
 
6.2%
月 1
 
6.2%
愛 1
 
6.2%
黃 1
 
6.2%
魚 1
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 42767
87.4%
ASCII 6118
 
12.5%
CJK 16
 
< 0.1%
Letterlike Symbols 3
 
< 0.1%
None 3
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
점 2239
 
5.2%
대 1226
 
2.9%
구 1039
 
2.4%
이 973
 
2.3%
스 805
 
1.9%
식 561
 
1.3%
리 544
 
1.3%
칠 530
 
1.2%
피 491
 
1.1%
산 462
 
1.1%
Other values (895) 33897
79.3%
ASCII
ValueCountFrequency (%)
811
 
13.3%
) 787
 
12.9%
( 787
 
12.9%
e 196
 
3.2%
2 194
 
3.2%
C 161
 
2.6%
5 125
 
2.0%
3 122
 
2.0%
S 122
 
2.0%
o 122
 
2.0%
Other values (68) 2691
44.0%
CJK
ValueCountFrequency (%)
家 3
18.8%
人 2
12.5%
誠 2
12.5%
領 2
12.5%
美 1
 
6.2%
豚 1
 
6.2%
月 1
 
6.2%
愛 1
 
6.2%
黃 1
 
6.2%
魚 1
 
6.2%
Letterlike Symbols
ValueCountFrequency (%)
℃ 3
100.0%
None
ValueCountFrequency (%)
· 3
100.0%

소재지(도로명)
Text

Distinct5904
Distinct (%)84.6%
Missing0
Missing (%)0.0%
Memory size54.7 KiB
2023-12-12T13:15:49.778600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length66
Median length59
Mean length29.60679
Min length9

Characters and Unicode

Total characters206685
Distinct characters385
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

Unique5056 ?
Unique (%)72.4%

Sample

1st row대구광역시 북구 원대로 91 (노원동1가)
2nd row대구광역시 북구 칠성시장로5길 22 (칠성동1가)
3rd row대구광역시 북구 노곡로3길 2-1 (노곡동)
4th row대구광역시 북구 고성로 188 (고성동2가)
5th row대구광역시 북구 칠곡중앙대로69길 9-15 (태전동)
ValueCountFrequency (%)
대구광역시 6951
 
16.3%
북구 6950
 
16.3%
1층 3304
 
7.7%
산격동 983
 
2.3%
태전동 691
 
1.6%
동천동 570
 
1.3%
침산동 452
 
1.1%
복현동 441
 
1.0%
구암동 420
 
1.0%
칠성동2가 355
 
0.8%
Other values (2786) 21581
50.5%
2023-12-12T13:15:50.452963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
35722
 
17.3%
구 14940
 
7.2%
1 11676
 
5.6%
동 9716
 
4.7%
대 9256
 
4.5%
북 7475
 
3.6%
시 7180
 
3.5%
) 7084
 
3.4%
( 7084
 
3.4%
역 7012
 
3.4%
Other values (375) 89540
43.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 114612
55.5%
Space Separator 35722
 
17.3%
Decimal Number 33841
 
16.4%
Close Punctuation 7085
 
3.4%
Open Punctuation 7085
 
3.4%
Other Punctuation 6012
 
2.9%
Dash Punctuation 1716
 
0.8%
Uppercase Letter 528
 
0.3%
Math Symbol 66
 
< 0.1%
Lowercase Letter 18
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 14940
 
13.0%
동 9716
 
8.5%
대 9256
 
8.1%
북 7475
 
6.5%
시 7180
 
6.3%
역 7012
 
6.1%
광 6980
 
6.1%
로 6890
 
6.0%
층 4263
 
3.7%
길 3164
 
2.8%
Other values (323) 37736
32.9%
Uppercase Letter
ValueCountFrequency (%)
A 110
20.8%
B 109
20.6%
E 70
13.3%
C 51
9.7%
L 45
8.5%
P 32
 
6.1%
R 31
 
5.9%
D 16
 
3.0%
S 14
 
2.7%
H 11
 
2.1%
Other values (11) 39
 
7.4%
Decimal Number
ValueCountFrequency (%)
1 11676
34.5%
2 4650
 
13.7%
3 3582
 
10.6%
0 3034
 
9.0%
5 2234
 
6.6%
4 2032
 
6.0%
6 1919
 
5.7%
7 1594
 
4.7%
8 1590
 
4.7%
9 1530
 
4.5%
Lowercase Letter
ValueCountFrequency (%)
e 8
44.4%
l 4
22.2%
h 2
 
11.1%
c 1
 
5.6%
k 1
 
5.6%
t 1
 
5.6%
w 1
 
5.6%
Other Punctuation
ValueCountFrequency (%)
, 5986
99.6%
. 19
 
0.3%
@ 3
 
< 0.1%
/ 3
 
< 0.1%
* 1
 
< 0.1%
Math Symbol
ValueCountFrequency (%)
< 31
47.0%
> 31
47.0%
~ 4
 
6.1%
Close Punctuation
ValueCountFrequency (%)
) 7084
> 99.9%
] 1
 
< 0.1%
Open Punctuation
ValueCountFrequency (%)
( 7084
> 99.9%
[ 1
 
< 0.1%
Space Separator
ValueCountFrequency (%)
35722
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1716
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 114612
55.5%
Common 91527
44.3%
Latin 546
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 14940
 
13.0%
동 9716
 
8.5%
대 9256
 
8.1%
북 7475
 
6.5%
시 7180
 
6.3%
역 7012
 
6.1%
광 6980
 
6.1%
로 6890
 
6.0%
층 4263
 
3.7%
길 3164
 
2.8%
Other values (323) 37736
32.9%
Latin
ValueCountFrequency (%)
A 110
20.1%
B 109
20.0%
E 70
12.8%
C 51
9.3%
L 45
8.2%
P 32
 
5.9%
R 31
 
5.7%
D 16
 
2.9%
S 14
 
2.6%
H 11
 
2.0%
Other values (18) 57
10.4%
Common
ValueCountFrequency (%)
35722
39.0%
1 11676
 
12.8%
) 7084
 
7.7%
( 7084
 
7.7%
, 5986
 
6.5%
2 4650
 
5.1%
3 3582
 
3.9%
0 3034
 
3.3%
5 2234
 
2.4%
4 2032
 
2.2%
Other values (14) 8443
 
9.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 114612
55.5%
ASCII 92073
44.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
35722
38.8%
1 11676
 
12.7%
) 7084
 
7.7%
( 7084
 
7.7%
, 5986
 
6.5%
2 4650
 
5.1%
3 3582
 
3.9%
0 3034
 
3.3%
5 2234
 
2.4%
4 2032
 
2.2%
Other values (42) 8989
 
9.8%
Hangul
ValueCountFrequency (%)
구 14940
 
13.0%
동 9716
 
8.5%
대 9256
 
8.1%
북 7475
 
6.5%
시 7180
 
6.3%
역 7012
 
6.1%
광 6980
 
6.1%
로 6890
 
6.0%
층 4263
 
3.7%
길 3164
 
2.8%
Other values (323) 37736
32.9%

소재지(지번)
Text

Distinct4622
Distinct (%)66.2%
Missing0
Missing (%)0.0%
Memory size54.7 KiB
2023-12-12T13:15:50.797258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length43
Mean length20.978656
Min length9

Characters and Unicode

Total characters146452
Distinct characters328
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

Unique3388 ?
Unique (%)48.5%

Sample

1st row대구광역시 북구 노원동1가 359
2nd row대구광역시 북구 칠성동1가 81
3rd row대구광역시 북구 노곡동 287
4th row대구광역시 북구 고성동2가 33-1
5th row대구광역시 북구 태전동 984
ValueCountFrequency (%)
대구광역시 6979
23.4%
북구 6978
23.4%
산격동 1021
 
3.4%
태전동 716
 
2.4%
동천동 617
 
2.1%
침산동 469
 
1.6%
복현동 459
 
1.5%
구암동 435
 
1.5%
칠성동2가 366
 
1.2%
읍내동 354
 
1.2%
Other values (4484) 11463
38.4%
2023-12-12T13:15:51.325881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
29694
20.3%
구 14528
 
9.9%
동 7919
 
5.4%
대 7566
 
5.2%
1 7159
 
4.9%
시 7122
 
4.9%
역 7042
 
4.8%
북 7025
 
4.8%
광 6999
 
4.8%
- 5476
 
3.7%
Other values (318) 45922
31.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 78458
53.6%
Decimal Number 32314
22.1%
Space Separator 29694
 
20.3%
Dash Punctuation 5476
 
3.7%
Uppercase Letter 152
 
0.1%
Close Punctuation 126
 
0.1%
Open Punctuation 126
 
0.1%
Other Punctuation 89
 
0.1%
Lowercase Letter 9
 
< 0.1%
Math Symbol 8
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 14528
18.5%
동 7919
10.1%
대 7566
9.6%
시 7122
9.1%
역 7042
9.0%
북 7025
9.0%
광 6999
8.9%
산 1606
 
2.0%
가 1245
 
1.6%
격 1050
 
1.3%
Other values (276) 16356
20.8%
Uppercase Letter
ValueCountFrequency (%)
B 36
23.7%
A 25
16.4%
L 14
 
9.2%
C 13
 
8.6%
S 10
 
6.6%
E 8
 
5.3%
H 7
 
4.6%
K 6
 
3.9%
Y 6
 
3.9%
M 6
 
3.9%
Other values (8) 21
13.8%
Decimal Number
ValueCountFrequency (%)
1 7159
22.2%
2 4313
13.3%
3 3685
11.4%
9 2875
8.9%
4 2688
 
8.3%
0 2591
 
8.0%
7 2504
 
7.7%
5 2272
 
7.0%
6 2262
 
7.0%
8 1965
 
6.1%
Other Punctuation
ValueCountFrequency (%)
, 75
84.3%
. 8
 
9.0%
/ 3
 
3.4%
@ 3
 
3.4%
Lowercase Letter
ValueCountFrequency (%)
e 6
66.7%
l 2
 
22.2%
h 1
 
11.1%
Math Symbol
ValueCountFrequency (%)
> 3
37.5%
< 3
37.5%
~ 2
25.0%
Space Separator
ValueCountFrequency (%)
29694
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5476
100.0%
Close Punctuation
ValueCountFrequency (%)
) 126
100.0%
Open Punctuation
ValueCountFrequency (%)
( 126
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 78458
53.6%
Common 67833
46.3%
Latin 161
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 14528
18.5%
동 7919
10.1%
대 7566
9.6%
시 7122
9.1%
역 7042
9.0%
북 7025
9.0%
광 6999
8.9%
산 1606
 
2.0%
가 1245
 
1.6%
격 1050
 
1.3%
Other values (276) 16356
20.8%
Common
ValueCountFrequency (%)
29694
43.8%
1 7159
 
10.6%
- 5476
 
8.1%
2 4313
 
6.4%
3 3685
 
5.4%
9 2875
 
4.2%
4 2688
 
4.0%
0 2591
 
3.8%
7 2504
 
3.7%
5 2272
 
3.3%
Other values (11) 4576
 
6.7%
Latin
ValueCountFrequency (%)
B 36
22.4%
A 25
15.5%
L 14
 
8.7%
C 13
 
8.1%
S 10
 
6.2%
E 8
 
5.0%
H 7
 
4.3%
e 6
 
3.7%
K 6
 
3.7%
Y 6
 
3.7%
Other values (11) 30
18.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 78458
53.6%
ASCII 67994
46.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29694
43.7%
1 7159
 
10.5%
- 5476
 
8.1%
2 4313
 
6.3%
3 3685
 
5.4%
9 2875
 
4.2%
4 2688
 
4.0%
0 2591
 
3.8%
7 2504
 
3.7%
5 2272
 
3.3%
Other values (32) 4737
 
7.0%
Hangul
ValueCountFrequency (%)
구 14528
18.5%
동 7919
10.1%
대 7566
9.6%
시 7122
9.1%
역 7042
9.0%
북 7025
9.0%
광 6999
8.9%
산 1606
 
2.0%
가 1245
 
1.6%
격 1050
 
1.3%
Other values (276) 16356
20.8%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size54.7 KiB
Minimum2023-07-28 00:00:00
Maximum2023-07-28 00:00:00
2023-12-12T13:15:51.488153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:15:51.605029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Missing values

2023-12-12T13:15:48.014958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:15:48.157155image/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

업종명업소명소재지(도로명)소재지(지번)데이터기준일
0일반음식점본죽대구북구청점대구광역시 북구 원대로 91 (노원동1가)대구광역시 북구 노원동1가 3592023-07-28
1일반음식점황해도식당대구광역시 북구 칠성시장로5길 22 (칠성동1가)대구광역시 북구 칠성동1가 812023-07-28
2일반음식점노곡반점대구광역시 북구 노곡로3길 2-1 (노곡동)대구광역시 북구 노곡동 2872023-07-28
3일반음식점대동순대국밥대구광역시 북구 고성로 188 (고성동2가)대구광역시 북구 고성동2가 33-12023-07-28
4일반음식점오떡날대구광역시 북구 칠곡중앙대로69길 9-15 (태전동)대구광역시 북구 태전동 9842023-07-28
5일반음식점현대식당대구광역시 북구 노원동로3길 31 (노원동3가)대구광역시 북구 노원동3가 1052-32023-07-28
6일반음식점부흥식당대구광역시 북구 오봉로 156-18 (침산동)대구광역시 북구 침산동 1003-12023-07-28
7일반음식점흥구반점대구광역시 북구 산격로 96 (산격동)대구광역시 북구 산격동 1232-12023-07-28
8일반음식점아카리스시대구광역시 북구 칠곡중앙대로69길 15-5 (태전동)대구광역시 북구 태전동 981-52023-07-28
9일반음식점백조대구광역시 북구 검단로49길 9 (검단동)대구광역시 북구 검단동 1128-452023-07-28
업종명업소명소재지(도로명)소재지(지번)데이터기준일
6971위탁급식영업환림푸드대구광역시 북구 침산로 73, 대구도시공사 지하1층 (고성동3가)대구광역시 북구 고성동3가 1-1 대구도시공사2023-07-28
6972위탁급식영업이삭푸드서비스(주)경북인재개발원대구광역시 북구 칠곡중앙대로136길 11, 경상북도공무원교육원 (동호동)대구광역시 북구 동호동 516 경상북도공무원교육원2023-07-28
6973위탁급식영업푸디스트 롯데백화점 대구점대구광역시 북구 태평로 161, 롯데백화점 대구역 5층 (칠성동2가)대구광역시 북구 칠성동2가 302-155 롯데백화점 대구역2023-07-28
6974제과점영업(주)피쉐프코리아(빵장수쉐프대구역점)대구광역시 북구 태평로 161, 롯데백화점 대구역 지하2층 (칠성동2가)대구광역시 북구 칠성동2가 302-155 롯데백화점 대구역2023-07-28
6975제과점영업빵내음솔베이커리대구광역시 북구 동암로 110, 빅타운 101호 (동천동)대구광역시 북구 동천동 896-1 빅타운2023-07-28
6976제과점영업파티빛나다대구광역시 북구 태전로1길 6-1, 103호 (태전동)대구광역시 북구 태전동 161-12023-07-28
6977제과점영업파네토네대구광역시 북구 공항로 12-2, 2층 202호 (복현동)대구광역시 북구 복현동 209-92023-07-28
6978제과점영업라운드라운드대구광역시 북구 구리로 29, 1층 (학정동)대구광역시 북구 학정동 8252023-07-28
6979제과점영업앤서리케이크대구광역시 북구 동암로7길 39, 상가113동 206호 (읍내동, 칠곡한서타운)대구광역시 북구 읍내동 1234-7 칠곡한서타운2023-07-28
6980제과점영업더하당대구광역시 북구 칠성로 4, 1층 (칠성동2가)대구광역시 북구 칠성동2가 73-22023-07-28

Duplicate rows

Most frequently occurring

업종명업소명소재지(도로명)소재지(지번)데이터기준일# duplicates
0단란주점미강대구광역시 북구 학정로 421, 일도프라자 3층 (동천동)대구광역시 북구 동천동 912-1 일도프라자2023-07-282
1위탁급식영업주식회사 기운찬대구광역시 북구 노원로 280, 10층 (침산동, 엔유씨전자)대구광역시 북구 침산동 6792023-07-282
2유흥주점영업마흐대구광역시 북구 유통단지로8길 86 (산격동)대구광역시 북구 산격동 16822023-07-282
3유흥주점영업미강노래광장대구광역시 북구 학정로 421 (동천동,(3층))대구광역시 북구 동천동 912-1 (3층)2023-07-282
4유흥주점영업신세계대구광역시 북구 경진로1길 1 (복현동)대구광역시 북구 복현동 403-62023-07-282
5유흥주점영업인싸대구광역시 북구 동천로24길 17-15 (동천동)대구광역시 북구 동천동 911-12023-07-282
6유흥주점영업콘서트7080대구광역시 북구 칠성시장로 19 (칠성동1가)대구광역시 북구 칠성동1가 892023-07-282
7일반음식점'<REPLACE>007반점대구광역시 북구 노원로17길 19 (노원동3가)대구광역시 북구 노원동3가 227-72023-07-282
8일반음식점(주)에렉스 푸드랠리 칠곡경북대병원점대구광역시 북구 호국로 807, 칠곡경북대학교병원 임상실습동 지하1층 (학정동)대구광역시 북구 학정동 474 칠곡경북대학교병원2023-07-282
9일반음식점(주)캠퍼스칠곡경북대병원장례식장대구광역시 북구 호국로 807 (학정동,(1층))대구광역시 북구 학정동 474 (1층)2023-07-282