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airline_performance_dashboard

Practicing Plotly/Dash on airline data.

Python packages used :
  1. Pandas
  2. Plotly ( express and graph_objects )
  3. Dash ( dash_html_components, dash_core_components, callback function for interactive functionaluty)
Methods and technics, related to data analysis, used:
  1. pandas : pd.read_csv(), df.groupby(), df.reset_index()
  2. Dash : dash.Dash(), app.layout() , @app.callback, app.run_server()
  3. Plotly: px.bar(), px.line(), px.pie(), px.chloropleth(), px.treemap(),

Structure of analysis:

  1. Load data from CSV
  2. Create an app and its layout with dash_html_components
  3. Create function for callback which built graphs with 2 different options ( 2 dropdown options)
  4. Create callback decorator funtion for interaction

Pictures of the Dashboard

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