sma-polish-parties-tweets-analysis

This project is an assigment for Social Media Analysis course at Wroclaw Univ. of Science and Technology.

Project goal

Analysis and visualisation of aquired dataset about polish parliament parties activity on Twitter.

Knowledge and skills scope

• understanding Twitter data
• Twitter data acquisition
• basic textual analysis
• time series visualization
• Docker
• Jupyter ipython notebooks
• Python:
  • data organization: pandas
  • visualization: plotly
  • NLP: polyglot

Project steps

1. Scrapping polish parties tweets using twint library.
2. Analysing aquired tweets sentiment.
3. Tweets processing and time series visualization.
4. Creating SPA for outcome visualization.

Outcome

The outcome app is available here.

If you would like to use some of project component please take a note that bash scripts bind docker containers data to local absolute path.