Research Export: Skip the Data Cleaning

Every researcher knows the pain of 'day after fieldwork.' Downloading a messy CSV, spending hours manually mapping value labels, renaming variables, and rewriting codebooks by hand is tedious. Public-Op's Research Export engine completely eliminates these tasks. We generate clean, analysis-ready files directly from your survey schema.

Native SPSS (.sav) with Full Labels

Export fully labeled SPSS datasets instantly. Public-Op automatically maps your question text as variable labels and your option tags as value labels. We support precise scale metrics and multi-language datasets inside a single, structured `.sav` file, letting you import directly into SPSS or R without any reformatting.

Auto-Generated PDF Codebooks

Documentation is crucial for serious research. Public-Op automatically generates a clean PDF Codebook for every study, detailing variable definitions, question types, scoring weights, and response frequencies. It provides a structured, professional index of your study data that is ready to share with clients or internal analysts.

Clean Word (.docx) and CSV Out

Need to paste results into a slide deck or run quick calculations? Export fully formatted Word documents featuring clean, ready-to-copy result tables, or download raw tabular CSV datasets. The variable naming remains strictly stable across all formats, ensuring seamless script-based analysis (Python/Pandas/R).