OpenML
Best-Books-of-the-19th-Century

Best-Books-of-the-19th-Century

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Elif Ceren Gok
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This dataset has been scrapped off Goodreads to obtain land information about the best books of the 19th Century. Feature Description Book_Name the title of the book Author_Name the author(s) of the book Description a brief description about the book Rating rating given by Goodreads users CoverImageLink the book cover

5 features

Book_Namestring1087 unique values
4 missing
Author_Namestring424 unique values
0 missing
Discriptionstring1021 unique values
0 missing
Book_Ratingstring159 unique values
0 missing
Cover_Image_Linkstring1073 unique values
0 missing
Show all 5 features

19 properties

NumberOfInstances
1101
Number of instances (rows) of the dataset.
NumberOfFeatures
5
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
4
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
4
Number of instances with at least one value missing.
NumberOfNumericFeatures
0
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0.36
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.07
Percentage of missing values.
Show all 19 properties

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