Data
PS4-Games

PS4-Games

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Elif Ceren Gok
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  • Computer Systems Machine Learning
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Context This dataset include all games for PlayStation 4 for the present. I used the truetrophies website to create this dataset. Content You can find 1 datasets : games_data.csv: contend up to date list of PlayStation 4 (PS4) games , games name and some details like score ,rating for each game etc. This dataset includes 1584 games information Acknowledgements The data in this dataset has been scraped using BeautifulSoup from the truetrophies website Inspiration what you can do with this data is : 1- Popularity based recommenders system you can recommend games by taking the count of number of ratings given to each place. The assumption is, the game that has the most number of ratings are the popular. 2-content based recommenders system you can recommend games based on its features and how similar they are to features of other games in the data set.

10 features

Unnamed:_0numeric1584 unique values
0 missing
gamestring1584 unique values
0 missing
scorenumeric1063 unique values
0 missing
leaderbordnumeric250 unique values
0 missing
gamersnumeric1487 unique values
0 missing
comp_percnumeric733 unique values
0 missing
ratingnumeric45 unique values
0 missing
urlstring1584 unique values
0 missing
min_comp_timenumeric23 unique values
0 missing
max_comp_timenumeric23 unique values
0 missing

19 properties

1584
Number of instances (rows) of the dataset.
10
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
8
Number of numeric attributes.
0
Number of nominal attributes.
Average class difference between consecutive instances.
0
Percentage of missing values.
0.01
Number of attributes divided by the number of instances.
80
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.

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