Overview

Dataset statistics

Number of variables8
Number of observations110
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.2 KiB
Average record size in memory67.2 B

Variable types

Numeric2
Text4
Categorical1
DateTime1

Dataset

Description대구광역시 달서구 내 자원봉사 할인가맹점 현황에 대한 내용 및 정보가 담겨있음. (업체명, 주소, 전화번호, 할인율)
URLhttps://www.data.go.kr/data/3075865/fileData.do

Alerts

담당부서 has constant value ""Constant
기준일자 has constant value ""Constant
업체명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 23:51:08.842287
Analysis finished2023-12-12 23:51:09.682173
Duration0.84 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

Distinct107
Distinct (%)97.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.837761
Minimum35.804107
Maximum35.86024
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T08:51:09.751490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.804107
5-th percentile35.807493
Q135.816684
median35.84347
Q335.854857
95-th percentile35.858401
Maximum35.86024
Range0.05613247
Interquartile range (IQR)0.038172985

Descriptive statistics

Standard deviation0.018599499
Coefficient of variation (CV)0.00051899164
Kurtosis-1.3487467
Mean35.837761
Median Absolute Deviation (MAD)0.012537055
Skewness-0.4867551
Sum3942.1538
Variance0.00034594135
MonotonicityNot monotonic
2023-12-13T08:51:09.871451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.85545059 3
 
2.7%
35.84945213 2
 
1.8%
35.84491737 1
 
0.9%
35.8577651 1
 
0.9%
35.85292686 1
 
0.9%
35.8506242 1
 
0.9%
35.85857151 1
 
0.9%
35.81211323 1
 
0.9%
35.83416287 1
 
0.9%
35.81651286 1
 
0.9%
Other values (97) 97
88.2%
ValueCountFrequency (%)
35.80410737 1
0.9%
35.80571999 1
0.9%
35.80603378 1
0.9%
35.80693632 1
0.9%
35.80724278 1
0.9%
35.80734528 1
0.9%
35.80767366 1
0.9%
35.80816466 1
0.9%
35.80869052 1
0.9%
35.80917689 1
0.9%
ValueCountFrequency (%)
35.86023984 1
0.9%
35.8594568 1
0.9%
35.85945371 1
0.9%
35.85902662 1
0.9%
35.85857151 1
0.9%
35.85852058 1
0.9%
35.85825543 1
0.9%
35.85817876 1
0.9%
35.85798044 1
0.9%
35.85796389 1
0.9%

경도
Real number (ℝ)

Distinct107
Distinct (%)97.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.52995
Minimum128.48608
Maximum128.5741
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.1 KiB
2023-12-13T08:51:09.990554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.48608
5-th percentile128.49513
Q1128.52019
median128.53344
Q3128.54342
95-th percentile128.55519
Maximum128.5741
Range0.0880136
Interquartile range (IQR)0.02323355

Descriptive statistics

Standard deviation0.018666323
Coefficient of variation (CV)0.00014522936
Kurtosis-0.095298253
Mean128.52995
Median Absolute Deviation (MAD)0.0114857
Skewness-0.46709191
Sum14138.295
Variance0.00034843162
MonotonicityNot monotonic
2023-12-13T08:51:10.101270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.520158 3
 
2.7%
128.5274033 2
 
1.8%
128.5437792 1
 
0.9%
128.5308687 1
 
0.9%
128.5054166 1
 
0.9%
128.5127863 1
 
0.9%
128.5339742 1
 
0.9%
128.5141977 1
 
0.9%
128.511385 1
 
0.9%
128.5425779 1
 
0.9%
Other values (97) 97
88.2%
ValueCountFrequency (%)
128.4860816 1
0.9%
128.4878528 1
0.9%
128.4882729 1
0.9%
128.4887342 1
0.9%
128.4939551 1
0.9%
128.495102 1
0.9%
128.4951583 1
0.9%
128.4965007 1
0.9%
128.4977636 1
0.9%
128.4985526 1
0.9%
ValueCountFrequency (%)
128.5740952 1
0.9%
128.5701873 1
0.9%
128.5649934 1
0.9%
128.5578672 1
0.9%
128.5567022 1
0.9%
128.5556132 1
0.9%
128.5546806 1
0.9%
128.5506889 1
0.9%
128.5502959 1
0.9%
128.549946 1
0.9%

업체명
Text

UNIQUE 

Distinct110
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1012.0 B
2023-12-13T08:51:10.325623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length7.1727273
Min length3

Characters and Unicode

Total characters789
Distinct characters254
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique110 ?
Unique (%)100.0%

Sample

1st row박여사네책방
2nd row스타헤어
3rd row대은세탁소
4th row카포스영성카전문정비
5th row동성광고공사
ValueCountFrequency (%)
성서점 5
 
3.7%
월배점 2
 
1.5%
1001안경콘택트 2
 
1.5%
박여사네책방 1
 
0.7%
일공공일안경콘택트 1
 
0.7%
용산점 1
 
0.7%
이홍환안경콘택트 1
 
0.7%
뉴신라미장 1
 
0.7%
성창홈인테리어 1
 
0.7%
태백공인중개사 1
 
0.7%
Other values (120) 120
88.2%
2023-12-13T08:51:10.687731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
점 29
 
3.7%
26
 
3.3%
성 20
 
2.5%
이 19
 
2.4%
스 17
 
2.2%
대 16
 
2.0%
경 14
 
1.8%
사 14
 
1.8%
서 14
 
1.8%
트 12
 
1.5%
Other values (244) 608
77.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 743
94.2%
Space Separator 26
 
3.3%
Decimal Number 14
 
1.8%
Lowercase Letter 4
 
0.5%
Uppercase Letter 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 29
 
3.9%
성 20
 
2.7%
이 19
 
2.6%
스 17
 
2.3%
대 16
 
2.2%
경 14
 
1.9%
사 14
 
1.9%
서 14
 
1.9%
트 12
 
1.6%
안 12
 
1.6%
Other values (232) 576
77.5%
Decimal Number
ValueCountFrequency (%)
1 6
42.9%
0 4
28.6%
3 2
 
14.3%
5 1
 
7.1%
6 1
 
7.1%
Lowercase Letter
ValueCountFrequency (%)
e 1
25.0%
h 1
25.0%
t 1
25.0%
y 1
25.0%
Space Separator
ValueCountFrequency (%)
26
100.0%
Uppercase Letter
ValueCountFrequency (%)
T 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 743
94.2%
Common 41
 
5.2%
Latin 5
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 29
 
3.9%
성 20
 
2.7%
이 19
 
2.6%
스 17
 
2.3%
대 16
 
2.2%
경 14
 
1.9%
사 14
 
1.9%
서 14
 
1.9%
트 12
 
1.6%
안 12
 
1.6%
Other values (232) 576
77.5%
Common
ValueCountFrequency (%)
26
63.4%
1 6
 
14.6%
0 4
 
9.8%
3 2
 
4.9%
5 1
 
2.4%
6 1
 
2.4%
& 1
 
2.4%
Latin
ValueCountFrequency (%)
T 1
20.0%
e 1
20.0%
h 1
20.0%
t 1
20.0%
y 1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 743
94.2%
ASCII 46
 
5.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
점 29
 
3.9%
성 20
 
2.7%
이 19
 
2.6%
스 17
 
2.3%
대 16
 
2.2%
경 14
 
1.9%
사 14
 
1.9%
서 14
 
1.9%
트 12
 
1.6%
안 12
 
1.6%
Other values (232) 576
77.5%
ASCII
ValueCountFrequency (%)
26
56.5%
1 6
 
13.0%
0 4
 
8.7%
3 2
 
4.3%
T 1
 
2.2%
5 1
 
2.2%
e 1
 
2.2%
6 1
 
2.2%
h 1
 
2.2%
t 1
 
2.2%
Other values (2) 2
 
4.3%

주소
Text

Distinct109
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Memory size1012.0 B
2023-12-13T08:51:10.943045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length40
Mean length24.272727
Min length16

Characters and Unicode

Total characters2670
Distinct characters111
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

Unique108 ?
Unique (%)98.2%

Sample

1st row대구광역시 달서구 당산로21안길 53(감삼동)
2nd row대구광역시 달서구 감삼길 93(감삼동)
3rd row대구광역시 달서구 감삼남길 115(감삼동)
4th row대구광역시 달서구 감삼북길 88(감삼동)
5th row대구광역시 달서구 달구벌대로307길 82
ValueCountFrequency (%)
대구광역시 110
23.5%
달서구 110
23.5%
달구벌대로 6
 
1.3%
와룡로 5
 
1.1%
성지로 4
 
0.9%
성서청구상가 3
 
0.6%
대명천로 3
 
0.6%
상화북로 3
 
0.6%
계대동문로 2
 
0.4%
야외음악당로39동길 2
 
0.4%
Other values (201) 220
47.0%
2023-12-13T08:51:11.315346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
358
 
13.4%
구 234
 
8.8%
서 135
 
5.1%
대 133
 
5.0%
달 122
 
4.6%
동 116
 
4.3%
역 111
 
4.2%
광 110
 
4.1%
시 110
 
4.1%
로 103
 
3.9%
Other values (101) 1138
42.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1715
64.2%
Decimal Number 368
 
13.8%
Space Separator 358
 
13.4%
Open Punctuation 100
 
3.7%
Close Punctuation 100
 
3.7%
Other Punctuation 21
 
0.8%
Dash Punctuation 7
 
0.3%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 234
13.6%
서 135
 
7.9%
대 133
 
7.8%
달 122
 
7.1%
동 116
 
6.8%
역 111
 
6.5%
광 110
 
6.4%
시 110
 
6.4%
로 103
 
6.0%
길 48
 
2.8%
Other values (85) 493
28.7%
Decimal Number
ValueCountFrequency (%)
1 73
19.8%
3 52
14.1%
2 45
12.2%
9 35
9.5%
5 32
8.7%
4 29
 
7.9%
0 27
 
7.3%
8 25
 
6.8%
6 25
 
6.8%
7 25
 
6.8%
Space Separator
ValueCountFrequency (%)
358
100.0%
Open Punctuation
ValueCountFrequency (%)
( 100
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%
Other Punctuation
ValueCountFrequency (%)
, 21
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Uppercase Letter
ValueCountFrequency (%)
E 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1715
64.2%
Common 954
35.7%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 234
13.6%
서 135
 
7.9%
대 133
 
7.8%
달 122
 
7.1%
동 116
 
6.8%
역 111
 
6.5%
광 110
 
6.4%
시 110
 
6.4%
로 103
 
6.0%
길 48
 
2.8%
Other values (85) 493
28.7%
Common
ValueCountFrequency (%)
358
37.5%
( 100
 
10.5%
) 100
 
10.5%
1 73
 
7.7%
3 52
 
5.5%
2 45
 
4.7%
9 35
 
3.7%
5 32
 
3.4%
4 29
 
3.0%
0 27
 
2.8%
Other values (5) 103
 
10.8%
Latin
ValueCountFrequency (%)
E 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1715
64.2%
ASCII 955
35.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
358
37.5%
( 100
 
10.5%
) 100
 
10.5%
1 73
 
7.6%
3 52
 
5.4%
2 45
 
4.7%
9 35
 
3.7%
5 32
 
3.4%
4 29
 
3.0%
0 27
 
2.8%
Other values (6) 104
 
10.9%
Hangul
ValueCountFrequency (%)
구 234
13.6%
서 135
 
7.9%
대 133
 
7.8%
달 122
 
7.1%
동 116
 
6.8%
역 111
 
6.5%
광 110
 
6.4%
시 110
 
6.4%
로 103
 
6.0%
길 48
 
2.8%
Other values (85) 493
28.7%

전화번호
Text

Distinct108
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size1012.0 B
2023-12-13T08:51:11.775397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.027273
Min length12

Characters and Unicode

Total characters1323
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

Unique107 ?
Unique (%)97.3%

Sample

1st row070-8911-0211
2nd row053-567-6785
3rd row053-561-8198
4th row053-558-8796
5th row053-554-6208
ValueCountFrequency (%)
053-636-1365 3
 
2.7%
053-584-2405 1
 
0.9%
053-592-4200 1
 
0.9%
053-591-1236 1
 
0.9%
053-632-2591 1
 
0.9%
053-582-4577 1
 
0.9%
053-637-2530 1
 
0.9%
053-634-2121 1
 
0.9%
053-638-3856 1
 
0.9%
053-633-6165 1
 
0.9%
Other values (98) 98
89.1%
2023-12-13T08:51:12.157506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 227
17.2%
- 220
16.6%
3 195
14.7%
0 177
13.4%
6 122
9.2%
8 90
 
6.8%
2 85
 
6.4%
1 62
 
4.7%
7 54
 
4.1%
4 50
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1103
83.4%
Dash Punctuation 220
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 227
20.6%
3 195
17.7%
0 177
16.0%
6 122
11.1%
8 90
 
8.2%
2 85
 
7.7%
1 62
 
5.6%
7 54
 
4.9%
4 50
 
4.5%
9 41
 
3.7%
Dash Punctuation
ValueCountFrequency (%)
- 220
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1323
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 227
17.2%
- 220
16.6%
3 195
14.7%
0 177
13.4%
6 122
9.2%
8 90
 
6.8%
2 85
 
6.4%
1 62
 
4.7%
7 54
 
4.1%
4 50
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1323
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 227
17.2%
- 220
16.6%
3 195
14.7%
0 177
13.4%
6 122
9.2%
8 90
 
6.8%
2 85
 
6.4%
1 62
 
4.7%
7 54
 
4.1%
4 50
 
3.8%

할인율
Text

Distinct53
Distinct (%)48.2%
Missing0
Missing (%)0.0%
Memory size1012.0 B
2023-12-13T08:51:12.409862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length53
Mean length14.745455
Min length7

Characters and Unicode

Total characters1622
Distinct characters159
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

Unique45 ?
Unique (%)40.9%

Sample

1st row선금회원 1,000포인트지급
2nd row전체품목 20퍼센트
3rd row전체품목 10퍼센트(수선 제외)
4th row전체품목 5퍼센트
5th row전체품목 10퍼센트
ValueCountFrequency (%)
전체품목 70
24.4%
5퍼센트 37
 
12.9%
10퍼센트 33
 
11.5%
20퍼센트 10
 
3.5%
할인 7
 
2.4%
제외 7
 
2.4%
일부품목 4
 
1.4%
30퍼센트 4
 
1.4%
가격대비 3
 
1.0%
구매시 3
 
1.0%
Other values (90) 109
38.0%
2023-12-13T08:51:12.805103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
178
 
11.0%
트 117
 
7.2%
퍼 114
 
7.0%
센 112
 
6.9%
0 101
 
6.2%
품 82
 
5.1%
전 77
 
4.7%
목 76
 
4.7%
체 72
 
4.4%
1 52
 
3.2%
Other values (149) 641
39.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1112
68.6%
Decimal Number 233
 
14.4%
Space Separator 178
 
11.0%
Other Punctuation 36
 
2.2%
Close Punctuation 29
 
1.8%
Open Punctuation 29
 
1.8%
Math Symbol 3
 
0.2%
Dash Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
트 117
 
10.5%
퍼 114
 
10.3%
센 112
 
10.1%
품 82
 
7.4%
전 77
 
6.9%
목 76
 
6.8%
체 72
 
6.5%
인 20
 
1.8%
제 20
 
1.8%
할 18
 
1.6%
Other values (136) 404
36.3%
Decimal Number
ValueCountFrequency (%)
0 101
43.3%
1 52
22.3%
5 52
22.3%
2 16
 
6.9%
3 11
 
4.7%
8 1
 
0.4%
Other Punctuation
ValueCountFrequency (%)
, 31
86.1%
/ 5
 
13.9%
Space Separator
ValueCountFrequency (%)
178
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1112
68.6%
Common 510
31.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
트 117
 
10.5%
퍼 114
 
10.3%
센 112
 
10.1%
품 82
 
7.4%
전 77
 
6.9%
목 76
 
6.8%
체 72
 
6.5%
인 20
 
1.8%
제 20
 
1.8%
할 18
 
1.6%
Other values (136) 404
36.3%
Common
ValueCountFrequency (%)
178
34.9%
0 101
19.8%
1 52
 
10.2%
5 52
 
10.2%
, 31
 
6.1%
) 29
 
5.7%
( 29
 
5.7%
2 16
 
3.1%
3 11
 
2.2%
/ 5
 
1.0%
Other values (3) 6
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1112
68.6%
ASCII 510
31.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
178
34.9%
0 101
19.8%
1 52
 
10.2%
5 52
 
10.2%
, 31
 
6.1%
) 29
 
5.7%
( 29
 
5.7%
2 16
 
3.1%
3 11
 
2.2%
/ 5
 
1.0%
Other values (3) 6
 
1.2%
Hangul
ValueCountFrequency (%)
트 117
 
10.5%
퍼 114
 
10.3%
센 112
 
10.1%
품 82
 
7.4%
전 77
 
6.9%
목 76
 
6.8%
체 72
 
6.5%
인 20
 
1.8%
제 20
 
1.8%
할 18
 
1.6%
Other values (136) 404
36.3%

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1012.0 B
대구광역시 달서구 행복나눔과
110 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 달서구 행복나눔과
2nd row대구광역시 달서구 행복나눔과
3rd row대구광역시 달서구 행복나눔과
4th row대구광역시 달서구 행복나눔과
5th row대구광역시 달서구 행복나눔과

Common Values

ValueCountFrequency (%)
대구광역시 달서구 행복나눔과 110
100.0%

Length

2023-12-13T08:51:12.920359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:51:13.015233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 110
33.3%
달서구 110
33.3%
행복나눔과 110
33.3%

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1012.0 B
Minimum2022-12-31 00:00:00
Maximum2022-12-31 00:00:00
2023-12-13T08:51:13.083029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:51:13.159155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T08:51:09.349599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:51:09.184286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:51:09.426031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:51:09.268721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:51:13.216012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도할인율
위도1.0000.5290.748
경도0.5291.0000.000
할인율0.7480.0001.000
2023-12-13T08:51:13.292921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도
위도1.000-0.119
경도-0.1191.000

Missing values

2023-12-13T08:51:09.532234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:51:09.641536image/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

위도경도업체명주소전화번호할인율담당부서기준일자
035.844917128.543779박여사네책방대구광역시 달서구 당산로21안길 53(감삼동)070-8911-0211선금회원 1,000포인트지급대구광역시 달서구 행복나눔과2022-12-31
135.850095128.542962스타헤어대구광역시 달서구 감삼길 93(감삼동)053-567-6785전체품목 20퍼센트대구광역시 달서구 행복나눔과2022-12-31
235.849201128.543233대은세탁소대구광역시 달서구 감삼남길 115(감삼동)053-561-8198전체품목 10퍼센트(수선 제외)대구광역시 달서구 행복나눔과2022-12-31
335.852137128.543773카포스영성카전문정비대구광역시 달서구 감삼북길 88(감삼동)053-558-8796전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
435.853665128.534605동성광고공사대구광역시 달서구 달구벌대로307길 82053-554-6208전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
535.851979128.542809예림꽃종합원예대구광역시 달서구 달구벌대로 1610(감삼동)053-558-8406전체품목5퍼센트(100,000원이상 구매시)대구광역시 달서구 행복나눔과2022-12-31
635.854118128.546234한마루대구광역시 달서구 달구벌대로 1651-3(감삼동)053-566-8188전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
735.846231128.544386광장꽃시장대구광역시 달서구 당산로 97 (감삼동)053-553-3494전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
835.854514128.546325나들가게작지만통큰마트서남유통대구광역시 달서구 당산로41길 29(감삼동)053-563-3570전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
935.848968128.530943더타이어샵 성서점대구광역시 달서구 용산로 128(감삼동)053-556-1920한국타이어 공장도 가격대비 20~30퍼센트할인/타이어구매시 와이퍼 무상증정(일부차량제외)/차량무상안전점검대구광역시 달서구 행복나눔과2022-12-31
위도경도업체명주소전화번호할인율담당부서기준일자
10035.813736128.526469부림이용소대구광역시 달서구 월배로22길 11(진천동)053-632-8679전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
10135.812692128.528222시크 월배점대구광역시 달서구 월배로24길 50(진천동)053-641-4688전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
10235.813133128.528335귀요미애견샵대구광역시 달서구 월배로28안길 53(진천동)053-281-0451전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
10335.815541128.523947안동카전문정비대구광역시 달서구 진천로16길 11(진천동)053-634-7697전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
10435.835946128.487853호림자동차검사소대구광역시 달서구 성서공단로11길 9(호림동)053-593-0025수리비 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
10535.835918128.486082T스테이션 성서점대구광역시 달서구 호산동로 10(호림동)053-587-0909한국타이어 공장도 가격대비 20~30퍼센트할인/타이어구매시 와이퍼 무상증정(일부차량제외)/차량무상안전점검대구광역시 달서구 행복나눔과2022-12-31
10635.841263128.488273해성복어대구광역시 달서구 성서공단로11길 70(호산동)053-588-2999전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-12-31
10735.839571128.557867비엔씨네트워크대구광역시 달서구 대명천로 12053-628-6382전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-12-31
10835.830334128.549778알찬공인중개사사무소대구광역시 달서구 송현동길 15(송현동)053-623-4555중개수수료 5퍼센트 할인대구광역시 달서구 행복나눔과2022-12-31
10935.819889128.537366메를랑대구광역시 달서구 월곡로 294-10507-1319-3273서비스 이용 5퍼센트 할인대구광역시 달서구 행복나눔과2022-12-31