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lines changed Original file line number Diff line number Diff line change @@ -10,12 +10,12 @@ I used [spaCy](https://spacy.io/) to tokenize and build my corpus.
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I used Latent Semantic Analysis (LSA) and KMeans clustering to generate my list of topics.
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There are six notebooks in my repository:
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- 1 . Getting tweets
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- 2 . Cleaning and sentiment analysis
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- 3 . More cleaning
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- 4 . Lemmatizing
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- 5 . Topic Modeling using Latent Semantic Analysis
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- 6 . Final Model using LSA and KMeans clustering
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+ 1 . [ Getting tweets] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/01.%20get_tweets.ipynb )
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+ 2 . [ Cleaning and sentiment analysis] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/02.%20cleaning_and_sentiment_analysis.ipynb )
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+ 3 . [ More cleaning] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/03.%20more_cleaning.ipynb )
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+ 4 . [ Lemmatizing] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/04.%20lemmatize.ipynb )
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+ 5 . [ Topic Modeling using Latent Semantic Analysis] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/05.%20topic_modeling_lsa.ipynb )
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+ 6 . [ Final Model using LSA and KMeans clustering] ( https://github.com/ericchan24/airline_twitter/blob/master/notebooks/06.%20final_model.ipynb )
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Here is a link to an interactive app that I made to summarize my project [ Airline Tweets] ( https://airline-tweets.herokuapp.com/ )
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Here is a link to my blog post about the project. [ Blog Post] ( https://ericchan24.squarespace.com/blog/analyzingairlinetweets )
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