How to transpose a/b test results csv for reporting
- Step 1Export results from your A/B testing platform — Download the results CSV from Optimizely, VWO, or LaunchDarkly.
- Step 2Identify the current layout — Note whether rows are variants and columns are metrics, or the reverse.
- Step 3Drop into CSV Transposer and run — Transpose the file to the layout needed for your reporting chart.
- Step 4Paste into your report or dashboard — Download and load the transposed data into Google Sheets or your BI tool.
Frequently asked questions
What if my results file has confidence intervals or p-values in extra rows?+
The transposer includes all rows. If statistical rows should not appear in the chart, remove them with the CSV Row Limiter or manually after transposing.
Does this change metric values?+
No. Cell values are not modified. Only the row-column orientation changes.
Is A/B test data uploaded?+
No. Processing runs in your browser without any server upload.
Privacy first
Processing runs locally in your browser with PapaParse. No file is uploaded — only metadata counters are saved for signed-in dashboard stats.