What's included

• Data Cleaning and Preparation

  - Cleaned and structured datasets ready for analysis. - Documentation of the data cleaning process, including any transformations, imputation, or normalization steps taken.

• Exploratory Data Analysis (EDA)

  Comprehensive EDA report with visualizations and insights on data trends, distributions, correlations, and outliers.

• Statistical Analysis and Insights

  In-depth statistical analysis (e.g., hypothesis testing, correlation analysis) tailored to the project’s needs.

• Data Visualizations

  A set of high-quality visualizations (graphs, plots, charts) that clearly communicate key insights.

• Reports and Documentation

  Detailed final report summarizing the data analysis process, insights discovered, and any conclusions or recommendations. Technical documentation for any code, data transformations, or processes performed during the project.

• Consultation and Recommendations

  A summary of key findings and recommendations based on the data analysis. A consultation session to explain the deliverables and provide guidance on next steps based on insights gained.