Analyze Typeform responses, quote by quote
Open-ended responses are the part nobody finishes reading
From Typeform to insights in three steps

Example data
What the Typeform preset reads
| Column in the export | What RawQuotes does with it |
|---|---|
| The columns of your questions | The text insights are counted from. Imported into a survey, each column goes to the question with the same text or one you pick; imported as a general source, you pick the column, with the longest answers suggested. |
Submit Date (UTC) | The date. It decides which week and month the item is counted in. |
Network ID | Only used to recognise the export. |
| Every other column | Left out, including the response ID, start date, tags and ending, unless you map one to a question yourself. |
A multiple-choice question that allows several answers comes out as one column per choice, and in a survey all of those columns can fill the same question. Typeform writes a Yes/No answer as 1 or 0, which matches no option label. A column whose header equals the question text is mapped for you, so remove that mapping before you import, or every row with an answer there is rejected.
What your Typeform answers turn into
A short list of sentences, each naming something respondents keep writing, with a count of the answers behind it. Open one to read those answers word for word, with the date each response was submitted.
From here on, every source works the same. All sources in a project feed one set of insights, and each insight shows how many items came from each one. The list under an insight is exactly as long as its count, a month can be compared with the one before, and only the insight’s name and description are written by the model, labelled as generated. How the analysis works

Example data
Ten responses before the first insight
One row of the export becomes one response, however many questions it answered. Below ten complete responses in a period, RawQuotes shows how many responses you have, how many are missing, and links to them, but names no insight.

Example data
Questions about Typeform responses
Does RawQuotes connect to Typeform?
No. You export the responses and upload the file; your Typeform account stays out of it.
Should I export CSV or XLSX?
Either. From an XLSX file only the first sheet is read, and a date Excel stores as a date is read in UTC.