imdb data analysis


What is the IMDb movie review dataset?

    The data we will look at is the IMDB Movie Review dataset. The data consists of a review (free text) and the sentiment, whether positive or negative. We will not go in depth on how to deal with text data and preprocess it for modeling. The article focuses on increasing the accuracy of the model.

What data is contained in the movie data?

    The data are contained in six files. tag.csv that contains tags applied to movies by users: rating.csv that contains ratings of movies by users: movie.csv that contains movie information: link.csv that contains identifiers that can be used to link to other sources:

How to conduct the sentiment analysis of IMDB reviews?

    The report proposes a methodology to conduct the sentiment analysis of IMDb reviews. The methodology has three major steps, as shown in Fig. 1. As the results show, the binary and 3 grams vectorization performs best among all three vectorizations for all the algorithms.
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