Overview

Dataset statistics

Number of variables8
Number of observations117
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.7 KiB
Average record size in memory67.1 B

Variable types

Numeric2
Text4
Categorical1
DateTime1

Dataset

Description대구광역시 달서구_자원봉사 할인가맹점 현황_20220430
Author대구광역시 달서구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=3075865&dataSetDetailId=307586519c897469a5ad&provdMethod=FILE

Alerts

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

Reproduction

Analysis started2024-04-19 05:44:38.889835
Analysis finished2024-04-19 05:44:40.110677
Duration1.22 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

Distinct113
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.837442
Minimum35.804107
Maximum35.86024
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2024-04-19T14:44:40.534018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.804107
5-th percentile35.807608
Q135.816516
median35.841963
Q335.854545
95-th percentile35.858308
Maximum35.86024
Range0.05613247
Interquartile range (IQR)0.03802911

Descriptive statistics

Standard deviation0.018424295
Coefficient of variation (CV)0.00051410743
Kurtosis-1.3507762
Mean35.837442
Median Absolute Deviation (MAD)0.01365703
Skewness-0.46109225
Sum4192.9807
Variance0.00033945465
MonotonicityNot monotonic
2024-04-19T14:44:40.667649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.85545059 3
 
2.6%
35.83573768 2
 
1.7%
35.84945213 2
 
1.7%
35.84491737 1
 
0.9%
35.85102419 1
 
0.9%
35.85503763 1
 
0.9%
35.85292686 1
 
0.9%
35.8506242 1
 
0.9%
35.85857151 1
 
0.9%
35.81211323 1
 
0.9%
Other values (103) 103
88.0%
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)

Distinct113
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.53062
Minimum128.48608
Maximum128.5741
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2024-04-19T14:44:40.810838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.48608
5-th percentile128.49623
Q1128.5215
median128.53352
Q3128.54323
95-th percentile128.55487
Maximum128.5741
Range0.0880136
Interquartile range (IQR)0.021737

Descriptive statistics

Standard deviation0.017896247
Coefficient of variation (CV)0.00013923723
Kurtosis0.071262573
Mean128.53062
Median Absolute Deviation (MAD)0.0108981
Skewness-0.48257596
Sum15038.083
Variance0.00032027567
MonotonicityNot monotonic
2024-04-19T14:44:40.939554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.520158 3
 
2.6%
128.5224198 2
 
1.7%
128.5274033 2
 
1.7%
128.5437792 1
 
0.9%
128.5182801 1
 
0.9%
128.5113976 1
 
0.9%
128.5054166 1
 
0.9%
128.5127863 1
 
0.9%
128.5339742 1
 
0.9%
128.5141977 1
 
0.9%
Other values (103) 103
88.0%
ValueCountFrequency (%)
128.4860816 1
0.9%
128.4878528 1
0.9%
128.4882729 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%
128.4993909 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%
128.5526541 1
0.9%
128.5506889 1
0.9%
128.5502959 1
0.9%

업체명
Text

UNIQUE 

Distinct117
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-04-19T14:44:41.148501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length7.1709402
Min length3

Characters and Unicode

Total characters839
Distinct characters267
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique117 ?
Unique (%)100.0%

Sample

1st row박여사네책방
2nd row스타헤어
3rd row대은세탁소
4th row카포스영성카전문정비
5th row동성광고공사
ValueCountFrequency (%)
성서점 5
 
3.4%
월배점 2
 
1.4%
1001안경콘택트 2
 
1.4%
달서점 2
 
1.4%
박여사네책방 1
 
0.7%
쎌빠 1
 
0.7%
대구계명대점 1
 
0.7%
뉴신라미장 1
 
0.7%
성창홈인테리어 1
 
0.7%
용산컴퓨터 1
 
0.7%
Other values (128) 128
88.3%
2024-04-19T14:44:41.539402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
점 32
 
3.8%
28
 
3.3%
성 20
 
2.4%
이 19
 
2.3%
스 16
 
1.9%
사 15
 
1.8%
서 15
 
1.8%
대 15
 
1.8%
경 14
 
1.7%
트 13
 
1.5%
Other values (257) 652
77.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 789
94.0%
Space Separator 28
 
3.3%
Decimal Number 14
 
1.7%
Lowercase Letter 4
 
0.5%
Uppercase Letter 1
 
0.1%
Other Punctuation 1
 
0.1%
Other Symbol 1
 
0.1%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 32
 
4.1%
성 20
 
2.5%
이 19
 
2.4%
스 16
 
2.0%
사 15
 
1.9%
서 15
 
1.9%
대 15
 
1.9%
경 14
 
1.8%
트 13
 
1.6%
어 12
 
1.5%
Other values (243) 618
78.3%
Decimal Number
ValueCountFrequency (%)
1 6
42.9%
0 4
28.6%
3 2
 
14.3%
6 1
 
7.1%
5 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 (%)
28
100.0%
Uppercase Letter
ValueCountFrequency (%)
T 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 790
94.2%
Common 44
 
5.2%
Latin 5
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 32
 
4.1%
성 20
 
2.5%
이 19
 
2.4%
스 16
 
2.0%
사 15
 
1.9%
서 15
 
1.9%
대 15
 
1.9%
경 14
 
1.8%
트 13
 
1.6%
어 12
 
1.5%
Other values (244) 619
78.4%
Common
ValueCountFrequency (%)
28
63.6%
1 6
 
13.6%
0 4
 
9.1%
3 2
 
4.5%
6 1
 
2.3%
5 1
 
2.3%
& 1
 
2.3%
- 1
 
2.3%
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 789
94.0%
ASCII 49
 
5.8%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
점 32
 
4.1%
성 20
 
2.5%
이 19
 
2.4%
스 16
 
2.0%
사 15
 
1.9%
서 15
 
1.9%
대 15
 
1.9%
경 14
 
1.8%
트 13
 
1.6%
어 12
 
1.5%
Other values (243) 618
78.3%
ASCII
ValueCountFrequency (%)
28
57.1%
1 6
 
12.2%
0 4
 
8.2%
3 2
 
4.1%
T 1
 
2.0%
6 1
 
2.0%
5 1
 
2.0%
e 1
 
2.0%
& 1
 
2.0%
h 1
 
2.0%
Other values (3) 3
 
6.1%
None
ValueCountFrequency (%)
㈜ 1
100.0%

주소
Text

Distinct116
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-04-19T14:44:41.815695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length40
Mean length24.264957
Min length16

Characters and Unicode

Total characters2839
Distinct characters113
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

Unique115 ?
Unique (%)98.3%

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 감삼길 58 (감삼동)
ValueCountFrequency (%)
대구광역시 117
23.5%
달서구 117
23.5%
달구벌대로 6
 
1.2%
와룡로 6
 
1.2%
대명천로 5
 
1.0%
성지로 4
 
0.8%
월배로 3
 
0.6%
상화북로 3
 
0.6%
성서청구상가 3
 
0.6%
한실로 2
 
0.4%
Other values (209) 231
46.5%
2024-04-19T14:44:42.230818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
380
 
13.4%
구 247
 
8.7%
서 141
 
5.0%
대 140
 
4.9%
달 127
 
4.5%
동 126
 
4.4%
역 118
 
4.2%
광 117
 
4.1%
시 117
 
4.1%
( 110
 
3.9%
Other values (103) 1216
42.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1823
64.2%
Decimal Number 387
 
13.6%
Space Separator 380
 
13.4%
Open Punctuation 110
 
3.9%
Close Punctuation 110
 
3.9%
Other Punctuation 21
 
0.7%
Dash Punctuation 7
 
0.2%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 247
13.5%
서 141
 
7.7%
대 140
 
7.7%
달 127
 
7.0%
동 126
 
6.9%
역 118
 
6.5%
광 117
 
6.4%
시 117
 
6.4%
로 109
 
6.0%
길 51
 
2.8%
Other values (87) 530
29.1%
Decimal Number
ValueCountFrequency (%)
1 79
20.4%
3 54
14.0%
2 47
12.1%
9 37
9.6%
5 36
9.3%
4 30
 
7.8%
0 28
 
7.2%
6 26
 
6.7%
7 25
 
6.5%
8 25
 
6.5%
Space Separator
ValueCountFrequency (%)
380
100.0%
Open Punctuation
ValueCountFrequency (%)
( 110
100.0%
Close Punctuation
ValueCountFrequency (%)
) 110
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 1823
64.2%
Common 1015
35.8%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 247
13.5%
서 141
 
7.7%
대 140
 
7.7%
달 127
 
7.0%
동 126
 
6.9%
역 118
 
6.5%
광 117
 
6.4%
시 117
 
6.4%
로 109
 
6.0%
길 51
 
2.8%
Other values (87) 530
29.1%
Common
ValueCountFrequency (%)
380
37.4%
( 110
 
10.8%
) 110
 
10.8%
1 79
 
7.8%
3 54
 
5.3%
2 47
 
4.6%
9 37
 
3.6%
5 36
 
3.5%
4 30
 
3.0%
0 28
 
2.8%
Other values (5) 104
 
10.2%
Latin
ValueCountFrequency (%)
E 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1823
64.2%
ASCII 1016
35.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
380
37.4%
( 110
 
10.8%
) 110
 
10.8%
1 79
 
7.8%
3 54
 
5.3%
2 47
 
4.6%
9 37
 
3.6%
5 36
 
3.5%
4 30
 
3.0%
0 28
 
2.8%
Other values (6) 105
 
10.3%
Hangul
ValueCountFrequency (%)
구 247
13.5%
서 141
 
7.7%
대 140
 
7.7%
달 127
 
7.0%
동 126
 
6.9%
역 118
 
6.5%
광 117
 
6.4%
시 117
 
6.4%
로 109
 
6.0%
길 51
 
2.8%
Other values (87) 530
29.1%

전화번호
Text

Distinct115
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-04-19T14:44:42.482832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.008547
Min length12

Characters and Unicode

Total characters1405
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

Unique114 ?
Unique (%)97.4%

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
 
2.6%
053-588-6677 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 (105) 105
89.7%
2024-04-19T14:44:42.949541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 245
17.4%
- 234
16.7%
3 204
14.5%
0 187
13.3%
6 132
9.4%
8 96
 
6.8%
2 89
 
6.3%
1 64
 
4.6%
7 55
 
3.9%
4 55
 
3.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1171
83.3%
Dash Punctuation 234
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 245
20.9%
3 204
17.4%
0 187
16.0%
6 132
11.3%
8 96
 
8.2%
2 89
 
7.6%
1 64
 
5.5%
7 55
 
4.7%
4 55
 
4.7%
9 44
 
3.8%
Dash Punctuation
ValueCountFrequency (%)
- 234
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1405
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 245
17.4%
- 234
16.7%
3 204
14.5%
0 187
13.3%
6 132
9.4%
8 96
 
6.8%
2 89
 
6.3%
1 64
 
4.6%
7 55
 
3.9%
4 55
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1405
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 245
17.4%
- 234
16.7%
3 204
14.5%
0 187
13.3%
6 132
9.4%
8 96
 
6.8%
2 89
 
6.3%
1 64
 
4.6%
7 55
 
3.9%
4 55
 
3.9%

할인율
Text

Distinct55
Distinct (%)47.0%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
2024-04-19T14:44:43.331911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length53
Mean length14.589744
Min length7

Characters and Unicode

Total characters1707
Distinct characters169
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

Unique46 ?
Unique (%)39.3%

Sample

1st row선금회원 1,000포인트지급
2nd row전체품목 20퍼센트
3rd row전체품목 10퍼센트(수선 제외)
4th row전체품목 5퍼센트
5th row전체품목 10퍼센트
ValueCountFrequency (%)
전체품목 75
25.0%
5퍼센트 41
 
13.7%
10퍼센트 35
 
11.7%
20퍼센트 10
 
3.3%
제외 8
 
2.7%
할인 6
 
2.0%
30퍼센트 4
 
1.3%
일부품목 4
 
1.3%
펌 3
 
1.0%
한국타이어 3
 
1.0%
Other values (91) 111
37.0%
2024-04-19T14:44:43.769207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
183
 
10.7%
트 125
 
7.3%
퍼 121
 
7.1%
센 119
 
7.0%
0 103
 
6.0%
품 88
 
5.2%
전 83
 
4.9%
목 83
 
4.9%
체 78
 
4.6%
5 57
 
3.3%
Other values (159) 667
39.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1175
68.8%
Decimal Number 242
 
14.2%
Space Separator 183
 
10.7%
Other Punctuation 42
 
2.5%
Open Punctuation 30
 
1.8%
Close Punctuation 30
 
1.8%
Math Symbol 3
 
0.2%
Dash Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
트 125
 
10.6%
퍼 121
 
10.3%
센 119
 
10.1%
품 88
 
7.5%
전 83
 
7.1%
목 83
 
7.1%
체 78
 
6.6%
제 22
 
1.9%
인 19
 
1.6%
할 17
 
1.4%
Other values (146) 420
35.7%
Decimal Number
ValueCountFrequency (%)
0 103
42.6%
5 57
23.6%
1 54
22.3%
2 16
 
6.6%
3 11
 
4.5%
8 1
 
0.4%
Other Punctuation
ValueCountFrequency (%)
, 37
88.1%
/ 5
 
11.9%
Space Separator
ValueCountFrequency (%)
183
100.0%
Open Punctuation
ValueCountFrequency (%)
( 30
100.0%
Close Punctuation
ValueCountFrequency (%)
) 30
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1175
68.8%
Common 532
31.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
트 125
 
10.6%
퍼 121
 
10.3%
센 119
 
10.1%
품 88
 
7.5%
전 83
 
7.1%
목 83
 
7.1%
체 78
 
6.6%
제 22
 
1.9%
인 19
 
1.6%
할 17
 
1.4%
Other values (146) 420
35.7%
Common
ValueCountFrequency (%)
183
34.4%
0 103
19.4%
5 57
 
10.7%
1 54
 
10.2%
, 37
 
7.0%
( 30
 
5.6%
) 30
 
5.6%
2 16
 
3.0%
3 11
 
2.1%
/ 5
 
0.9%
Other values (3) 6
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1175
68.8%
ASCII 532
31.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
183
34.4%
0 103
19.4%
5 57
 
10.7%
1 54
 
10.2%
, 37
 
7.0%
( 30
 
5.6%
) 30
 
5.6%
2 16
 
3.0%
3 11
 
2.1%
/ 5
 
0.9%
Other values (3) 6
 
1.1%
Hangul
ValueCountFrequency (%)
트 125
 
10.6%
퍼 121
 
10.3%
센 119
 
10.1%
품 88
 
7.5%
전 83
 
7.1%
목 83
 
7.1%
체 78
 
6.6%
제 22
 
1.9%
인 19
 
1.6%
할 17
 
1.4%
Other values (146) 420
35.7%

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
대구광역시 달서구 행복나눔과
117 

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 117
100.0%

Length

2024-04-19T14:44:43.907964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:44:43.993057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 117
33.3%
달서구 117
33.3%
행복나눔과 117
33.3%

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.0 KiB
Minimum2022-04-30 00:00:00
Maximum2022-04-30 00:00:00
2024-04-19T14:44:44.062251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:44:44.147863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-04-19T14:44:39.488828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:44:39.286987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:44:39.585496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:44:39.396963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-19T14:44:44.212236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도할인율
위도1.0000.5010.704
경도0.5011.0000.486
할인율0.7040.4861.000
2024-04-19T14:44:44.302289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도
위도1.000-0.103
경도-0.1031.000

Missing values

2024-04-19T14:44:39.756184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-19T14:44:40.032971image/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 행복나눔과2022-04-30
135.850095128.542962스타헤어대구광역시 달서구 감삼길 93(감삼동)053-567-6785전체품목 20퍼센트대구광역시 달서구 행복나눔과2022-04-30
235.849201128.543233대은세탁소대구광역시 달서구 감삼남길 115(감삼동)053-561-8198전체품목 10퍼센트(수선 제외)대구광역시 달서구 행복나눔과2022-04-30
335.852137128.543773카포스영성카전문정비대구광역시 달서구 감삼북길 88(감삼동)053-558-8796전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
435.850077128.540991동성광고공사대구광역시 달서구 감삼길 58 (감삼동)053-554-6208전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
535.851979128.542809예림꽃종합원예대구광역시 달서구 달구벌대로 1610(감삼동)053-558-8406전체품목5퍼센트(100,000원이상 구매시)대구광역시 달서구 행복나눔과2022-04-30
635.854118128.546234한마루대구광역시 달서구 달구벌대로 1651-3(감삼동)053-566-8188전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
735.846231128.544386광장꽃시장대구광역시 달서구 당산로 97 (감삼동)053-553-3494전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
835.854514128.546325나들가게작지만통큰마트서남유통대구광역시 달서구 당산로41길 29(감삼동)053-563-3570전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
935.855587128.540354수왕면옥대구광역시 달서구 당산로45길 130(감삼동)053-521-1429전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
위도경도업체명주소전화번호할인율담당부서기준일자
10735.813052128.526232수머리방대구광역시 달서구 월배로22길 31(진천동)053-638-7809커트 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
10835.812692128.528222시크 월배점대구광역시 달서구 월배로24길 50(진천동)053-641-4688전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
10935.813133128.528335귀요미애견샵대구광역시 달서구 월배로28안길 53(진천동)053-281-0451전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
11035.810783128.525697수도건재대구광역시 달서구 진천로 21(진천동)053-632-8868전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
11135.815541128.523947안동카전문정비대구광역시 달서구 진천로16길 11(진천동)053-634-7697전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
11235.835946128.487853호림자동차검사소대구광역시 달서구 성서공단로11길 9(호림동)053-593-0025수리비 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
11335.835918128.486082T스테이션 성서점대구광역시 달서구 호산동로 10(호림동)053-587-0909한국타이어 공장도 가격대비 20~30퍼센트할인/타이어구매시 와이퍼 무상증정(일부차량제외)/차량무상안전점검대구광역시 달서구 행복나눔과2022-04-30
11435.841263128.488273해성복어대구광역시 달서구 성서공단로11길 70(호산동)053-588-2999전체품목 5퍼센트대구광역시 달서구 행복나눔과2022-04-30
11535.839571128.557867비엔씨네트워크대구광역시 달서구 대명천로 12053-628-6382전체품목 10퍼센트대구광역시 달서구 행복나눔과2022-04-30
11635.830334128.549778알찬공인중개사사무소대구광역시 달서구 송현동길 15(송현동)053-623-4555중개수수료 5퍼센트 할인대구광역시 달서구 행복나눔과2022-04-30