Sentiment-Analysis

Movie ratings prediction

Description

Dataset

Source: http://snap.stanford.edu/data/amazon/productGraph/categoryFiles/reviews_Movies_and_TV_5.json.gz Sample review:

{'asin': '0005019281',

'helpful': [0, 0],

'overall': 4.0,

'reviewText': 'This is a charming version of the classic Dicken's tale. Henry Winkler makes a good showing as the "Scrooge" character. Even though you know what will happen this version has enough of a change to make it better that average. If you love A Christmas Carol in any version, then you will love this.',

'reviewTime': '02 26, 2008',

'reviewerID': 'ADZPIG9QOCDG5',

'reviewerName': 'Alice L. Larson "alice-loves-books"',

'summary': 'good version of a classic',

'unixReviewTime': 1203984000}

Models

MLP

1D convolutional neural network

LSTM