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My workflow for accessing, streaming, and analysing tweets. Part of a sentiment analysis and topic identification project.

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kaymal/twitter-analysis

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sentiment-emotions
sentiment-emotions
 
 
twitter-emotions.git
twitter-emotions.git
 
 
.gitignore
.gitignore
 
 
Analyzing Twitter Data with Python.ipynb
Analyzing Twitter Data with Python.ipynb
 
 
README.md
README.md
 
 
SListener.py
SListener.py
 
 
Twitter Credentials and Authentication.ipynb
Twitter Credentials and Authentication.ipynb
 
 
Twitter Streams.ipynb
Twitter Streams.ipynb
 
 
flatten.py
flatten.py
 
 
streamer_20190520-031709.json
streamer_20190520-031709.json
 
 

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Streaming and Analyzing Twitter Data in Python

Outline:

  • Credentials and Authentication
  • Collecting and Streaming Data
  • Loading Tweets
  • Analyzing Data
  • Modeling
  • Topic Identification

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My workflow for accessing, streaming, and analysing tweets. Part of a sentiment analysis and topic identification project.

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python docker data-science social-media twitter kafka twitter-api tweepy twitter-analysis

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