What's included

• Analysis Report

  A detailed report summarizing the key findings, insights, and actionable recommendations from the data analysis. This document provides a clear overview of trends, patterns, and results, offering valuable guidance for decision-making and strategy development.

• Analytical Code

  The Python scripts and algorithms used throughout the analysis process are thoroughly documented and structured for transparency and scalability. These scripts handle data preprocessing, cleaning, exploratory analysis, modeling, and visualization, ensuring a seamless and reproducible workflow.

• Visualizations

  Customizable and high-quality visual outputs, including charts, graphs, and dashboards, are created to showcase the insights and relationships discovered in the data. Using Python libraries like Seaborn, Matplotlib, NumPy, and Pandas, these visuals help simplify complex data and enhance interpretation for clearer communication of results.