/automated-report-generation

Parametrization and Automated Report Generation using Papermill. Automatic generation of shareable HTML reports from excel files.

Primary LanguageHTML

Automated Report Generation

Automatically generate shareable HTML reports from any Excel file using combination of tools, centered around Python.

Steps

  1. Creating a Jupyter Notebook reports from Excel files.

    • sales_january.xlsx

    with corresponding Jupyter notebook:

    • sales_january.ipynb or,
    • sales_template.ipynb

  2. Generating HTML reports from Jupyter Notebooks.

    Nbconvert allows you to generate an HTML version of your notebook.

    • Stored in HTML Outputs

  3. Automating report generation using papermill.

    Papermill is a handy tool that allows us to “parameterize and execute” Jupyter Notebooks.

    • papermill_automated.ipynb

Reference

Practical Business Python

Netflix