The Covid Sentiment Map is a Dashboard from where you can check the Sentiments of the Indian population through an interactive map. Through a Choropleth overview, you can look at the spatial variation of the emotions surrounding major Covid-related events in India throughout 2021 and 2022, and understand how people in certain states might have felt about a certain time/event.
Go through the Sentiment Map here
A sample comparison:
- Python
- Dash
- Plotly
- Geopy
- Dask
- VADER
- Regex
- Twitter API
- Pandas
- Numpy
In the end, the Dash app was deployed to Heroku.
- IEEE Dataport - COVID-19 Tweets Dataset
- Load large JSONs through parallelization with Dask
- All you need to know about Sentiment Analysis using VADER
- A YouTube video explaining Data Visualization using Dash Plotly
