CharlesBookClub.csv

 

 

 

CharlesBookClub.csv

·         찰스 북클럽 회원 개인의 과거 실제 데이터셋입니다.

·         This data set represents information associated with individuals who are members of a book club.

 

·         한 사람이 책 구매시 함께 구매한 책 정보가 포함되어 있습니다.

·         4,000 거래

 

 

 

  

Description of Variables

attribute	description
Seq#	Sequence number in the partition
ID#	Identification number in the full (unpartitioned) market test data set
Gender	O=Male 1=Female
M	Monetary- Total money spent on books
R	Recency- Months since last purchase
F	Frequency - Total number of purchases
FirstPurch	Months since first purchase
ChildBks	어린이책 구매 수 Number of purchases from the category: Child books
YouthBks	청소년 책 구매 수 Number of purchases from the category: Youth books
CookBks	요리책 구매 수 Number of purchases from the category: Cookbooks
DoItYBks	Number of purchases from the category: Do It Yourself books I
RefBks	Number of purchases from the category: Reference books (Atlases, Encyclopedias, Dictionaries)
ArtBks	Number of purchases from the category: Art books
GeoBks	Number of purchases from the category: Geography books
ItalCook	Number of purchases of book title: "Secrets of Italian Cooking"
ItalAtlas	Number of purchases of book title: "Historical Atlas of Italy"
ItalArt	Number of purchases of book title: "Italian Art"
Florence	=1 if 'The Art History of Florence" was bought, =0 if not
Related purchase	Number of related books purchased
Algorithm used	Logistic Regression

 

Accuracy ~ 92%

 

 

 

 

 

 

 

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CharlesBookClub.csv

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