I built my first dash app called “Dash pokemon”. It is for visual analysis and pokemon type prediction and could be useful for pokemon related gaming.
app demo gif -
The app is currently live here - dash-pokemon
Check out the code here - github
The app has 4 tabs -
- Tab 1 - Bar graph visual of best pokemon using Pokemon type and strength criteria.
- Tab 2 - Box plot for each pokemon type. Also finds the best and worst types.
- Tab 3 - Scatterplot, pairplot - Correlations between different features of pokemon.
- Tab 4 - Predicting a Pokemon’s type using its features. There are options to play around with features as well as the targets (pokemon’s types) to be classified.
Model accuracy varies according to the options selected.
I enjoyed using Plotly dash, and have learned a fair bit about how it works.
Looking forward to making more dashboards!
Here are some Screenshots -
tab 1 -
tab 2 -
tab 3 -
tab 4 -