What's included

• Deliverables Overview for Data Cleaning and Sourcing

  Cleaned Data Set: A fully cleaned and standardized data set, free from errors, duplicates, and inconsistencies. Data Sourcing Report: A detailed report on data sourcing, including the methods used, sources identified, and any relevant metadata. Data Quality Assessment: A comprehensive assessment of the data quality before and after cleaning, highlighting improvements and remaining challenges. Documentation: Clear and concise documentation outlining the data cleaning and sourcing process, including any transformations or assumptions made. Visualizations (Optional): Basic visualizations to illustrate the quality and structure of the cleaned data, providing a quick overview for decision-makers. Recommendations: Strategic recommendations for future data management, including best practices for maintaining data quality and sourcing accuracy. Final Consultation: A wrap-up session to review the deliverables, answer any questions, and discuss next steps or additional needs.