Launching today
SiftRaw
Stop Cleaning Data. Start Understanding It
8 followers
Stop Cleaning Data. Start Understanding It
8 followers
SiftRaw helps you turn messy CSV files and Google Sheets into clean, reliable, analysis ready data in minutes. Clean and transform your data, create visualizations, save reusable playbooks for repetitive workflows, and export your cleaned datasets or charts with ease. Built for analysts, researchers, marketers, and anyone who wants to spend less time preparing data and more time discovering insights.
Does the playbook system capture the entire transformation sequence? My issue is that when a CSV format shifts slightly, the whole thing breaks and I have to redo half the steps manually.
@talhakhalidmtk Good question right now Playbooks replay the exact steps you recorded, so if the CSV structure shifts (columns renamed, reordered, or missing), steps tied to those specific columns can break, and you’re right that it currently needs manual patching.
It’s a real gap and something we’re actively working on smarter step-matching that can handle minor structural drift instead of requiring an exact match. For now, the safest approach is running the profiler first when a new file comes in, so you catch structural changes before running the Playbook rather than after.
Appreciate you flagging this it’s going straight into our roadmap notes.