/COVID-19-in-India-Multivariate-Visualization

Primary LanguageJupyter Notebook

MSBD5005_data_pirates

The report is added for clarity - https://github.com/priyankob/COVID-19-in-India-Multivariate-Visualization/blob/main/MSBD5005%20Final%20Report.docx.pdf

TASK1

Summarized vis about COVID-19 outbreak in India

Requirements

  • Python3
  • json
  • pandas
  • numpy
  • plotly
  • dash
  • dash_core_components
  • dash_html_components
  • dash_bootstrap_components
  • dash.dependencies

Run Steps

  1. go into TASK1 folder: cd TASK1
  2. run the dash app: python3 dash_app.py and you should see the visualization at localhost:8050

TASK2

Requirements

  • Python 3
  • Plotly express

Covid and International Arrival data preprocessing is not included - due to volume

PCA and tSNE baseline Final.ipynb - Shows the state level cluster analytics and visualization of varying infection rate against import features PCA and tSNE baseline with VBM.ipynb - Similar study - along with additional data on International arrival

streamgraph process.ipynb - Data Processing for Stacked Area Chart , actual visualization done on "Flourish Studio"

Related .csv files are in data/ - Please change the current folder accordingly

TASK3

Text_sentiment - Python file is used for Text Sentiment analysis and related visualization

Related .csv files are in data/ - Please change the current folder accordingly