Nutter Tools
Nutter Tools

A free toolbox that runs in your browser. A tool for every job.

Your files never leave your device

Images

  • Convert images
  • Compress images
  • Resize images
  • Crop
  • Watermark

PDF & files

  • Merge PDFs
  • Split a PDF
  • Images to PDF
  • PDF to images
  • Remove photo location

Video & audio

  • Compress video
  • Convert video
  • Video to GIF
  • Convert audio
  • Trim audio

Everyday

  • QR codes
  • Passwords
  • Time zones
  • Unit converter
  • Word count
  • Webcam test

Developer

  • JSON formatter
  • Base64
  • Regex tester
  • Hashes
  • JWT decoder

Site

  • About
  • Contact
  • Settings
  • Privacy
  • Terms
  • Site map
  • llms.txt

Everyday

  • Images
  • Video
  • Audio
  • PDF & files
  • Text
  • QR codes
  • Units & math
  • Time & dates
  • Color
  • Passwords & IDs
  • Device tests
  • Sun & moon

For developers

  • JSON
  • Encoding
  • Regex & cron
  • Web & auth
  • Hashing & encryption
  • Config files
  • Network
  • Browser
  • AI
  • Fake data
© Nutter Toolsnutter.tools
  1. Home
  2. Fake data
  3. Survey response analyzer
Your files stay on your device

Survey response analyzer

Load a survey CSV export and get answer distributions, rating means with top-2-box, multi-select counts, a cross-tab and open-text term counts, bases disclosed.

This tool is in beta

Still being tested. If a result looks wrong, tell us.

Report a problem

Paste a survey export and press Analyse responses.

Every figure uses an answered-only base, printed on its card: people who skipped a question are counted as missing, never as zero, and the skipped count sits next to the base. Detections are this tool's own heuristics, not a standard: whole numbers 0 to 10 become a rating, known Likert label sets keep their order, a column with a semicolon or pipe in at least 15 % of answers becomes multi-select, and text with at least 80 % distinct answers becomes open text. Multi-select percentages are of the respondents who answered and sum past 100 % by design. Top-2-box is the share of answers in the two highest points of the scale (9 and 10 on a 0 to 10 rating; the top two labels of a Likert set). Term counts use an English stop-word list, and words in any script are counted, but text written without spaces counts as runs rather than words. Exports prefix cells starting with =, +, - or @ so spreadsheets do not run them as formulas. Processed in this tab; nothing is uploaded, logged or stored.

Survey data

Paste the export, or open a file

One response per row, one question per column. Comma, tab, semicolon and pipe exports are detected from the header. Question types are detected automatically and every detection can be overridden from the results below. Caps: 5 MB, 20,000 responses.

Runs on this device. Nothing is uploaded.

More fake data tools

  • Cohort retention analyzer
  • Bulk test data
  • Relational datasets
All fake data tools

Was this tool useful?