The main objectif of this project is to conduct some analysis on the european and american population on how they react on MCU ( Marvel Cinematic Universe ) & DC.
this repository includs:
- 01- Data Collections: this jupyter notebook include functions to help you to collect data using tweepy API using both struming mode and cursor.
- 02- Data Transmission & Preparation: this jupyter notebook include EDA after and before the prepartion of data, that help us to create a Pipeline to preprocess our data.
- 03- Sentiment Analysis: we performed some sentiment analysis on DC & Marvels heros in both europe and USA.
- 04- Topic modeling: we have built some dataset about marvel and DC, we would like to know what kinf of topics takle these movies.
- 05- Data encryption: we used some data encryption methods to encrypt the tweets in order to send them in the web
- 06- graph analytics
!pip install tweepy==3.9.0
!conda install -c conda-forge wordcloud
!pip install textblob**
!pip install nltk
!pip install bokeh
bokeh serve --show .\bokeh_app.py
Bar menu
- pie chart
- scatter plot
- hist plot