Data Science Project

Twitter API
Twitter API
Github repo
1. Build a Twitter class in python on-top of the Twitter REST APIs. 2. Scrap tweets based on hashtags of something trending.
Ex. Movie reviews. Star wars movie reviews on day of release.

Data Scrapping

Pandas
1. Using Pandas explore the data.
2. Find something interesting about the data.
1. sentiment analysis, lots of tutorials on it.
2. look for tweet + replies and learn a model to generate replies to tweets.
3. you could also make a twitter bot that does nlp.

Data Wrangling

NLP

Visualize Data

spaCy
spaCy API
1. Extract all the features from the tokenization of the tweets.
2. Make predictions/build a model.
Ex. LDA
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