JohnsonTask

Overview

JohnsonTask.ipynb is a Jupyter Notebook that contains the code, analysis, and outputs for [Monthly Business Review, sales data analysis, data quality summary, data preprocessing outputs]

This notebook is designed to be run interactively, allowing you to explore the workflow step-by-step.

Contents

• Data Loading & Preparation Importing datasets and cleaning the data.
• Data Quality Summary Performing calculations, Drop duplicates.
• Summary Outputs & Using Pandas agg Summarized findings and conclusions from the task.

Requirements

To run the notebook, you need the following installed:

• Python 3.8+
• Jupyter Notebook / JupyterLab
• Required Python packages (install via pip install -r requirements.txt if available):

  pip install pandas numpy matplotlib seaborn