Overview

Dataset statistics

Number of variables4
Number of observations1773
Missing cells0
Missing cells (%)0.0%
Duplicate rows99
Duplicate rows (%)5.6%
Total size in memory55.5 KiB
Average record size in memory32.1 B

Variable types

Categorical4

Dataset

Description투어패스 여행콘텐츠 정보 통계(무주군, 순창군, 고창군, 부안군)모바일형, 카드형 / 1일권, 무주반디여행권 / 관광형
Author전북특별자치도
URLhttps://www.data.go.kr/data/15120929/fileData.do

Alerts

Dataset has 99 (5.6%) duplicate rowsDuplicates
종류 is highly overall correlated with 패스타입High correlation
패스타입 is highly overall correlated with 종류High correlation
패스타입 is highly imbalanced (90.7%)Imbalance

Reproduction

Analysis started2024-03-14 12:30:40.756194
Analysis finished2024-03-14 12:30:41.526024
Duration0.77 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

종류
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1일권
913 
남원춘향여행권
118 
2일권
113 
무주반디여행권
 
84
전주한옥 레일바이크
 
60
Other values (38)
485 

Length

Max length17
Median length3
Mean length5.6926114
Min length3

Unique

Unique6 ?
Unique (%)0.3%

Sample

1st row1일권
2nd row1일권
3rd row1일권
4th row2일권
5th row한옥마을권

Common Values

ValueCountFrequency (%)
1일권 913
51.5%
남원춘향여행권 118
 
6.7%
2일권 113
 
6.4%
무주반디여행권 84
 
4.7%
전주한옥 레일바이크 60
 
3.4%
무주리조트 곤도라 55
 
3.1%
김제 미즈노씨네 체험권 45
 
2.5%
3일권 45
 
2.5%
한옥마을권 36
 
2.0%
부안 벗님넷포레도 33
 
1.9%
Other values (33) 271
 
15.3%

Length

2024-03-14T21:30:41.797602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1일권 925
40.1%
남원춘향여행권 118
 
5.1%
2일권 113
 
4.9%
무주반디여행권 84
 
3.6%
한옥마을권 72
 
3.1%
무주리조트 66
 
2.9%
전주한옥 60
 
2.6%
레일바이크 60
 
2.6%
곤도라 55
 
2.4%
47
 
2.0%
Other values (51) 709
30.7%

시군
Categorical

Distinct14
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
전주시
372 
무주군
266 
남원시
243 
김제시
238 
부안군
145 
Other values (9)
509 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전주시 372
21.0%
무주군 266
15.0%
남원시 243
13.7%
김제시 238
13.4%
부안군 145
 
8.2%
고창군 126
 
7.1%
순창군 115
 
6.5%
임실군 114
 
6.4%
정읍시 55
 
3.1%
익산시 48
 
2.7%
Other values (4) 51
 
2.9%

Length

2024-03-14T21:30:42.202541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
전주시 372
21.0%
무주군 266
15.0%
남원시 243
13.7%
김제시 238
13.4%
부안군 145
 
8.2%
고창군 126
 
7.1%
순창군 115
 
6.5%
임실군 114
 
6.4%
정읍시 55
 
3.1%
익산시 48
 
2.7%
Other values (4) 51
 
2.9%

패스종류
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
모바일형
1280 
카드형
493 

Length

Max length4
Median length4
Mean length3.7219402
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row카드형
2nd row모바일형
3rd row카드형
4th row카드형
5th row카드형

Common Values

ValueCountFrequency (%)
모바일형 1280
72.2%
카드형 493
 
27.8%

Length

2024-03-14T21:30:42.598339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:30:42.929605image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
모바일형 1280
72.2%
카드형 493
 
27.8%

패스타입
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
관광형
1752 
교통형
 
21

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row관광형
2nd row관광형
3rd row교통형
4th row관광형
5th row관광형

Common Values

ValueCountFrequency (%)
관광형 1752
98.8%
교통형 21
 
1.2%

Length

2024-03-14T21:30:43.284259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:30:43.607945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
관광형 1752
98.8%
교통형 21
 
1.2%

Correlations

2024-03-14T21:30:43.804043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류시군패스종류패스타입
종류1.0000.8790.5070.851
시군0.8791.0000.1820.124
패스종류0.5070.1821.0000.262
패스타입0.8510.1240.2621.000
2024-03-14T21:30:44.059408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군패스종류종류패스타입
시군1.0000.1420.4790.096
패스종류0.1421.0000.4210.169
종류0.4790.4211.0000.742
패스타입0.0960.1690.7421.000
2024-03-14T21:30:44.321724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류시군패스종류패스타입
종류1.0000.4790.4210.742
시군0.4791.0000.1420.096
패스종류0.4210.1421.0000.169
패스타입0.7420.0960.1691.000

Missing values

2024-03-14T21:30:41.130946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T21:30:41.411863image/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

종류시군패스종류패스타입
01일권전주시카드형관광형
11일권전주시모바일형관광형
21일권전주시카드형교통형
32일권전주시카드형관광형
4한옥마을권전주시카드형관광형
5한옥마을권전주시모바일형관광형
6한옥마을권 + 사진촬영권전주시모바일형관광형
7한옥마을권 + 한복 대여권전주시모바일형관광형
8한옥마을종합권(한복대여,사진)전주시모바일형관광형
9한옥마을권 + 경성의복 대여권전주시모바일형관광형
종류시군패스종류패스타입
17631일권고창군카드형관광형
17641일권고창군모바일형관광형
17651일권고창군카드형관광형
17661일권고창군모바일형관광형
17671일권고창군모바일형관광형
17681일권고창군카드형관광형
17691일권고창군카드형관광형
17701일권고창군모바일형관광형
17711일권부안군카드형관광형
17721일권부안군모바일형관광형

Duplicate rows

Most frequently occurring

종류시군패스종류패스타입# duplicates
31일권김제시모바일형관광형93
211일권전주시모바일형관광형82
41일권김제시카드형관광형74
101일권부안군모바일형관광형65
61남원춘향여행권남원시모바일형관광형60
62남원춘향여행권남원시카드형관광형58
51일권남원시모바일형관광형57
121일권순창군모바일형관광형57
221일권전주시카드형관광형55
63무주리조트 곤도라무주군모바일형관광형55