A simple dashboard using Dash, Plotly, Pandas.
The Assignment was solved using the following:
- Python 3.8 Interpreter (3.8.5)
- Dash 2.0.0
- Dash-table 5.0.0
- Flask 2.0.2
- Pandas 1.3.4
- Plotly 5.1.0
The distinguish between numeric variables to categorical made on a personal logic basis, and then using the function ‘get_col_keys’ by a specific threshold.
All graphs were build using plotly-express, besides the charts with two categorical variables that was too complexed and was build using plotly graph objects.
When a user will enter the same variable to both X and Y dropdowns, Dash will issue a warning and return an empty graph, using dbc.Alert.
Style was made using ‘external_stylesheets’ and with the style attribute of the components. It considered best practice to include all css style in a specific file, so I tried to match it.
The Dash App is working and there are 7 screenshots, with different styles to show that.