Tweet Analyser

NOTE: This is Developer Version (Please do not share with anyone without removing API Keys)

Python Version 3.6.3 MongoDB Version v4.0.4

Requirements

Use pip to install the following packages:

• tweepy
• pymongo
• pandas
• pickle
• re
• textblob
• plotly
• wordcloud
• matplotlib
• pycountry
• dateutil

Data Collection

• Import the mongoDB dump (mongorestore)
• The Script used for the creation of this Database can be found at twitterdatacollect.py

Plots

All the plots have been added in the Jupyter Notebook. Kindly run the command jupyter notebook and access the file TwitterAnalysis.ipynb

Folder Structure

• misc contains all the individual python scripts that were eventually combined to form the Jupyter Notebook
• twitterdatacollect.py was used to create the database
• create_dataframes.py was used to create dataframes of the relevant data collected in MongoDb
• load_pickle.py Use this to import the dataframes to any given file
• TwitterAnalysis.ipynb is the jupyter notebook used for displaying all the analysis
• TwitterAnalysis.html is the html file for the same
• countrycodes.csv contains countries and their codes used for plotting for spacial analysis