Baselight

Twitter Sentiment Analysis And Word Embeddings

A dataset containing 940k+ tweets about Messi&Ronaldo, and GloVe+Sentiment140

@kaggle.ibrahimserouis99_twitter_sentiment_analysis_and_word_embeddings

About this Dataset

Twitter Sentiment Analysis And Word Embeddings

Content

TSA model v3

The third version of the Sentiment Analysis model trained in this notebook.

Dataset folder

  • GloVe embeddings
  • Sentiment140 Dataset (train+test)

Root path

  • Messi and Ronaldo tweets : raw-fetched tweets about Messi and Ronaldo
  • Cleaned Messi and Ronaldo tweets : the same tweets, but with their content cleaned (extra spaces and link removal, etc). Consult the Data cleaning notebook for more details about the process.
  • Predictions : inferences results on the aforementioned datasets. Learn more
  • Final dataset : geo-location retrieval and aggregations performed on the predictions result

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