Research data quality · English

Scientific CSV Rescue Kit

Offline scientific CSV validation and cleaning in Python, without copy-paste or cloud upload.

What you receive

  • csv_rescue.py: tested Python 3.10+ command-line CSV cleaner and profiler
  • cleaned.csv output and quality_report.json describing all changes and checks
  • Synthetic teaching dataset; never real client or research-subject data
  • Ten automated test cases and complete user instructions
  • Individual internal-use license with mandatory consumer rights preserved

What it does not include

Not a statistical analysis or scientific verification service, a full course, manual troubleshooting, or guaranteed removal of experimental mistakes.

System requirements

Python 3.10 or newer; works on Windows, macOS and Linux via a terminal; UTF-8 delimited CSV.