Data
GoodReads-Choice-Awards

GoodReads-Choice-Awards

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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  • Computer Systems Machine Learning
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GoodReads Choice Awards Every year GoodReads announces a contest for the best book of the year called GoodReads Choice Awards. Every year there are multiple categories and every reader can vote for a single book in each of them. Data are scraped from GoodReads Choice Awards awards websites using Python

16 features

gid (ignore)numeric3513 unique values
0 missing
ranknumeric20 unique values
0 missing
votesnumeric3132 unique values
0 missing
titlestring3503 unique values
0 missing
categorystring29 unique values
0 missing
yearnumeric9 unique values
0 missing
authorsstring2462 unique values
0 missing
avg_ratingnumeric154 unique values
0 missing
pagesnumeric599 unique values
70 missing
publishedstring790 unique values
153 missing
publisherstring699 unique values
0 missing
5starsnumeric3162 unique values
0 missing
4starsnumeric3173 unique values
0 missing
3starsnumeric2864 unique values
0 missing
2starsnumeric1872 unique values
0 missing
1starsnumeric1275 unique values
0 missing
ratingsnumeric3395 unique values
0 missing
Show all 16 features

19 properties

NumberOfInstances
3660
Number of instances (rows) of the dataset.
NumberOfFeatures
16
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
223
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
162
Number of instances with at least one value missing.
NumberOfNumericFeatures
11
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
68.75
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
4.43
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.38
Percentage of missing values.
Show all 19 properties

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