sentiment_analysis-streaming_platform

Sentiment analysis conducted on the main streaming platforms.

Structure of the Repository

• data_collection_exploration folder
  • Google_Play_Data_Acquisition.ipynb : Jupyter notebook to scrape and collect reviews of the streaming platforms from Google Play
  • *_data_exploration.ipynb : text preprocessing and lemmatization; exploration of the lemmatized words, bigrams, trigrams; creation of Word2Vec (for each streaming platform)
• data_analysis_visualization folder:
  • *_time_series_plots.ipynb : plots about trends of score, reviews and subscribers
  • *_topic_modeling.ipynb : classification model to label the reviews depending on the topic and data visualization