metacritic
Metacritic.com is a review site for movies, videogames, music and tv shows. This project is focused on videogames and is divided into 4 sections:
1 - Data scraping
The first step is to get the data from metacritic website. Game information and reviews are scraped for each title of PlayStation 4, Xbox One and Switch platforms.
2 - Data cleaning
Once raw data is available cleaning tasks are done (e.g. dealing with missing values and incorrect formats).
3 - Exploratory data analysis
A variety of analysis and visualizations are performed trying to answer different questions about the dataset in order to discover its main characteristics.
4 - Sentiment analysis
Several experiments are run to create a sentiment analysis classifier based on reviews. The objective is to train an algorithm that given a new review can classify it in positive or negative.
https://medium.com/@martinpella/naive-bayes-for-sentiment-analysis-49b37db18bf8
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