How Data Analyzer Turns Raw Feedback Into Ready-to-Share Stories

Most research platforms promise “quick insights.” Few actually deliver. RWAI's Data Analyzer changes that.

Built for researchers who are done waiting on downloads, scripts, and spreadsheets, Data Analyzer turns messy survey data into clear, visual insights — all in under five minutes. There’s no setup, no coding, and no endless clicking through menus. You upload your data, and the system instantly surfaces what matters: patterns, themes, and relationships that would normally take hours to uncover.

How It Works

At its core, Data Analyzer uses a mix of natural language processing and statistical modeling to read your dataset like a human analyst — but at machine speed. It identifies the questions that drive variance, helps detect meaningful differences between segments, and automatically summarizes the “why” behind the numbers in plain English.

Behind the scenes, it applies model selection logic tuned for survey and behavioral data, not just raw analytics. The result: contextually accurate findings, ready to share.

Get Started

If you’ve ever looked at a fresh dataset and thought, “I’ll get to that later,” this is your moment. Drop your data into Data Analyzer and see what five minutes can reveal.

Free Credits

All new RWAI accounts get 1,000 complimentary credits, which many people find enough to analyze several projects with Data Analyzer.

Upload a file, get context-rich insights

Drop in any CSV, XLS, or XLSX file and Data Analyzer automatically profiles the structure, detects key variables, and runs AI models that understand sentiment, themes, segments, and anomalies. There is no templating to manage—our pipeline adapts to the headers you already use.

Outputs teams can use immediately

For every column of data analyzed, you will get a written summary, a chart of how the data breaks-down, sentiment analysis (for text columns), cross-tabbing (by closed columns). In addition to the per-column view, Data Analyzer will also generate a two-page overview of the entire project and an Assistant mode in beta which allows you to ask further questions of the data.

What’s next for Data Analyzer

The initial use and enthusiasm for Data Analyzer has been fantastic. Therefore, we are working on a new version for 2026 with a lot of new capabilities. Sign up to our newsletter or follow us on LinkedIn to keep up to date.