Data Cleaning:

VIE Company Limited ensures data integrity through comprehensive data cleaning services. Using advanced tools like Stata, R and Python, the team meticulously identifies and resolves errors, inconsistencies, and missing values to produce high-quality datasets. The process includes validation checks, duplicate removal, and logical consistency reviews. With a commitment to accuracy and transparency, VIE Company Limited documents all changes and adheres to rigorous quality control protocols. This ensures that clients receive datasets that are reliable and ready for analysis, ultimately supporting robust research findings and actionable insights.