Overview

Dataset statistics

Number of variables7
Number of observations1249
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory72.1 KiB
Average record size in memory59.1 B

Variable types

Categorical5
Numeric2

Dataset

Description2020년 이후 중소기업유통센터 지원사업(중소기업전용판매장, 홈쇼핑방송판매대행) 카테고리별 매출비중 정보 제공
Author(주)중소기업유통센터
URLhttps://www.data.go.kr/data/15059740/fileData.do

Alerts

단위 has constant value ""Constant
카테고리 is highly overall correlated with 판매형태High correlation
매장 is highly overall correlated with 판매형태High correlation
판매형태 is highly overall correlated with 매장 and 1 other fieldsHigh correlation
매출비중 has 30 (2.4%) zerosZeros

Reproduction

Analysis started2024-04-06 08:35:38.399871
Analysis finished2024-04-06 08:35:40.150608
Duration1.75 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

판매형태
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
중소기업전용판매장
710 
홈쇼핑 판매대행
539 

Length

Max length9
Median length9
Mean length8.5684548
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
중소기업전용판매장 710
56.8%
홈쇼핑 판매대행 539
43.2%

Length

2024-04-06T17:35:40.313858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:35:40.469916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
중소기업전용판매장 710
39.7%
홈쇼핑 539
30.1%
판매대행 539
30.1%

연도
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2022
372 
2023
362 
2020
282 
2021
207 
2024
 
26

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020
2nd row2020
3rd row2020
4th row2020
5th row2020

Common Values

ValueCountFrequency (%)
2022 372
29.8%
2023 362
29.0%
2020 282
22.6%
2021 207
16.6%
2024 26
 
2.1%

Length

2024-04-06T17:35:40.692399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:35:41.234071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 372
29.8%
2023 362
29.0%
2020 282
22.6%
2021 207
16.6%
2024 26
 
2.1%

월
Real number (ℝ)

Distinct12
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.2433947
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.1 KiB
2024-04-06T17:35:41.417387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.5059482
Coefficient of variation (CV)0.56154519
Kurtosis-1.2128379
Mean6.2433947
Median Absolute Deviation (MAD)3
Skewness0.079429141
Sum7798
Variance12.291673
MonotonicityNot monotonic
2024-04-06T17:35:41.619323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 135
10.8%
2 109
8.7%
3 104
8.3%
4 104
8.3%
5 104
8.3%
6 104
8.3%
7 104
8.3%
8 104
8.3%
12 104
8.3%
9 94
7.5%
Other values (2) 183
14.7%
ValueCountFrequency (%)
1 135
10.8%
2 109
8.7%
3 104
8.3%
4 104
8.3%
5 104
8.3%
6 104
8.3%
7 104
8.3%
8 104
8.3%
9 94
7.5%
10 94
7.5%
ValueCountFrequency (%)
12 104
8.3%
11 89
7.1%
10 94
7.5%
9 94
7.5%
8 104
8.3%
7 104
8.3%
6 104
8.3%
5 104
8.3%
4 104
8.3%
3 104
8.3%

매장
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
홈쇼핑 지원사업
539 
판판 SHOP KTX부산역점
230 
판판 DUTY FREE SHOP 인천공항 T1 서편 면세점
165 
판판 DUTY FREE SHOP 인천공항 T1 동편 면세점
165 
판판 DUTY FREE SHOP 인천공항 T2 면세점
130 
Other values (3)
 
20

Length

Max length32
Median length29
Mean length17.815853
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row판판 SHOP KTX부산역점
2nd row판판 SHOP KTX부산역점
3rd row판판 SHOP KTX부산역점
4th row판판 SHOP KTX부산역점
5th row판판 SHOP KTX부산역점

Common Values

ValueCountFrequency (%)
홈쇼핑 지원사업 539
43.2%
판판 SHOP KTX부산역점 230
18.4%
판판 DUTY FREE SHOP 인천공항 T1 서편 면세점 165
 
13.2%
판판 DUTY FREE SHOP 인천공항 T1 동편 면세점 165
 
13.2%
판판 DUTY FREE SHOP 인천공항 T2 면세점 130
 
10.4%
아임쇼핑 화성휴게소 10
 
0.8%
인천공항서편 5
 
0.4%
인천공항동편 5
 
0.4%

Length

2024-04-06T17:35:41.885993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:35:42.145129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
판판 690
12.9%
shop 690
12.9%
홈쇼핑 539
10.1%
지원사업 539
10.1%
면세점 460
8.6%
duty 460
8.6%
free 460
8.6%
인천공항 460
8.6%
t1 330
6.2%
ktx부산역점 230
 
4.3%
Other values (7) 490
9.2%

카테고리
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
패션잡화
191 
식품
142 
뷰티
142 
기념품
78 
전자기기
78 
Other values (12)
618 

Length

Max length8
Median length6
Mean length3.6333066
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row디지털/가전
2nd row생활/주방/욕실
3rd row뷰티
4th row식품
5th row패션잡화

Common Values

ValueCountFrequency (%)
패션잡화 191
15.3%
식품 142
11.4%
뷰티 142
11.4%
기념품 78
 
6.2%
전자기기 78
 
6.2%
생활/주방/욕실 64
 
5.1%
디지털/가전 64
 
5.1%
식품건강 49
 
3.9%
의류속옷 49
 
3.9%
교육아동 49
 
3.9%
Other values (7) 343
27.5%

Length

2024-04-06T17:35:42.472416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
패션잡화 191
15.3%
뷰티 142
11.4%
식품 142
11.4%
기념품 78
 
6.2%
전자기기 78
 
6.2%
생활/주방/욕실 64
 
5.1%
디지털/가전 64
 
5.1%
가구 49
 
3.9%
가전/컴퓨터 49
 
3.9%
주방 49
 
3.9%
Other values (7) 343
27.5%

매출비중
Real number (ℝ)

ZEROS 

Distinct1007
Distinct (%)80.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.292322
Minimum0
Maximum87.59
Zeros30
Zeros (%)2.4%
Negative0
Negative (%)0.0%
Memory size11.1 KiB
2024-04-06T17:35:42.745534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.62
Q13.45
median8.71
Q322.82
95-th percentile47.06
Maximum87.59
Range87.59
Interquartile range (IQR)19.37

Descriptive statistics

Standard deviation16.191912
Coefficient of variation (CV)1.0588263
Kurtosis3.4155432
Mean15.292322
Median Absolute Deviation (MAD)6.87
Skewness1.7160494
Sum19100.11
Variance262.17803
MonotonicityNot monotonic
2024-04-06T17:35:43.119097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 30
 
2.4%
1.19 5
 
0.4%
2.64 5
 
0.4%
2.5 4
 
0.3%
2.63 4
 
0.3%
1.79 4
 
0.3%
2.71 3
 
0.2%
3.72 3
 
0.2%
0.63 3
 
0.2%
8.21 3
 
0.2%
Other values (997) 1185
94.9%
ValueCountFrequency (%)
0.0 30
2.4%
0.02 1
 
0.1%
0.03 1
 
0.1%
0.05 1
 
0.1%
0.06 1
 
0.1%
0.13 1
 
0.1%
0.15 1
 
0.1%
0.18 1
 
0.1%
0.22 1
 
0.1%
0.24 1
 
0.1%
ValueCountFrequency (%)
87.59 1
0.1%
87.02 1
0.1%
86.0 1
0.1%
85.86 1
0.1%
85.16 1
0.1%
84.82 1
0.1%
83.49 1
0.1%
83.41 1
0.1%
82.34 1
0.1%
82.23 1
0.1%

단위
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
%
1249 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row%
2nd row%
3rd row%
4th row%
5th row%

Common Values

ValueCountFrequency (%)
% 1249
100.0%

Length

2024-04-06T17:35:43.441878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:35:43.626102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1249
100.0%

Interactions

2024-04-06T17:35:39.415819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:35:39.052758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:35:39.610003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:35:39.242093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:35:43.750802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
판매형태연도월매장카테고리매출비중
판매형태1.0000.1620.0001.0000.9490.516
연도0.1621.0000.3180.3260.2780.260
월0.0000.3181.0000.2210.0000.000
매장1.0000.3260.2211.0000.7090.436
카테고리0.9490.2780.0000.7091.0000.621
매출비중0.5160.2600.0000.4360.6211.000
2024-04-06T17:35:43.950689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도카테고리매장판매형태
연도1.0000.1460.2070.198
카테고리0.1461.0000.3910.932
매장0.2070.3911.0000.998
판매형태0.1980.9320.9981.000
2024-04-06T17:35:44.138248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
월매출비중판매형태연도매장카테고리
월1.000-0.0320.0000.1370.1070.000
매출비중-0.0321.0000.3970.1110.2250.297
판매형태0.0000.3971.0000.1980.9980.932
연도0.1370.1110.1981.0000.2070.146
매장0.1070.2250.9980.2071.0000.391
카테고리0.0000.2970.9320.1460.3911.000

Missing values

2024-04-06T17:35:39.833232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:35:40.039377image/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

판매형태연도월매장카테고리매출비중단위
0중소기업전용판매장20201판판 SHOP KTX부산역점디지털/가전14.17%
1중소기업전용판매장20201판판 SHOP KTX부산역점생활/주방/욕실36.69%
2중소기업전용판매장20201판판 SHOP KTX부산역점뷰티4.59%
3중소기업전용판매장20201판판 SHOP KTX부산역점식품3.86%
4중소기업전용판매장20201판판 SHOP KTX부산역점패션잡화40.69%
5중소기업전용판매장20201판판 DUTY FREE SHOP 인천공항 T1 서편 면세점디지털/가전5.08%
6중소기업전용판매장20201판판 DUTY FREE SHOP 인천공항 T1 서편 면세점생활/주방/욕실35.17%
7중소기업전용판매장20201판판 DUTY FREE SHOP 인천공항 T1 서편 면세점뷰티14.07%
8중소기업전용판매장20201판판 DUTY FREE SHOP 인천공항 T1 서편 면세점식품34.7%
9중소기업전용판매장20201판판 DUTY FREE SHOP 인천공항 T1 서편 면세점패션잡화10.97%
판매형태연도월매장카테고리매출비중단위
1239홈쇼핑 판매대행20241홈쇼핑 지원사업생활용품9.1%
1240홈쇼핑 판매대행20241홈쇼핑 지원사업가전/컴퓨터1.32%
1241홈쇼핑 판매대행20241홈쇼핑 지원사업레저스포츠1.79%
1242홈쇼핑 판매대행20241홈쇼핑 지원사업주방4.55%
1243홈쇼핑 판매대행20241홈쇼핑 지원사업침구8.32%
1244홈쇼핑 판매대행20241홈쇼핑 지원사업패션잡화10.27%
1245홈쇼핑 판매대행20241홈쇼핑 지원사업가구3.25%
1246홈쇼핑 판매대행20241홈쇼핑 지원사업식품건강8.11%
1247홈쇼핑 판매대행20241홈쇼핑 지원사업화장품6.89%
1248홈쇼핑 판매대행20241홈쇼핑 지원사업교육아동5.89%