Data Visualisation Portfolio

Worldwide Healthcare Capacities

Analytics, Health | Python, Plotly Dash

Given all that is going in the world, this app was built to visualise various countries' healthcare capacities around the world, and the strain that exponential growth would pose to hospital systems.

Tech:

  • Python/Pandas (data processing)
  • Plotly Express (data visualisations)
  • Plotly Dash (web dashboard application)

NBA Analytics Dashoard

Analytics, Sports | Python, Plotly Dash

Back in the pre-pandemic world, when professional sports existed, I used to watch a lot of NBA basketball. I did quite a bit of data analysis and visualisation. This is one example that I built. It includes a shot chart where you can filter by quite a few characteristics and a team scoring load chart to show how much each team's scoring is done by each player throughout the game.

Tech:

  • Python/Pandas (data processing)
  • Plotly Express (data visualisations)
  • Plotly Dash (web dashboard application)

Natural Language Processing / Plotly Dash Demo Article

Natural Language Processing, Finance | Content Marketing, Plotly Dash

I was lucky enough to do some work with Plotly, putting together this article with them detailing how data visualisation can help NLP practitioners, and how easy it is to do with Plotly, as well as adding further features to their demo NLP data visualisation app.

Jeff Bezos Wealth Tracker

Live data, Finance | Python, Plotly Dash

I wanted to build a web app where its data would be updated live, and be updated on the fly automatically. As the world is essentially shut down during the COVID-19 pandemic, I noticed that Amazon stocks were rising to unprecedented levels, while unemployment skyrocketed. So I put this together to contrast the two and to drive awareness.

Tech:

  • Python
  • APIs (data, TIINGO / FRED)
  • Plotly Express (data visualisations)
  • Plotly Dash (web dashboard application)