Theme · updated weekly

Survey Data — SaaS tools & trends 2026

5 products Sparkpulse tracks are shipping around survey data. The highest-velocity survey data products right now are excluder, ggstats and labelled (ranked by Sparkpulse's velocity score). The theme runs across 2 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Tracked products here hold a velocity score of 0.0 out of 10. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Products shipping around survey data

#01excluderA Qualtrics data-cleaning package that has been in maintenance mode since its CRAN acceptance.0.0alternatives →

#02ggstatsggstats keeps widening what a coefficient or Likert plot can be0.0alternatives →

#03labelledThe bridge between Stata/SPSS labelled data and tidy R keeps widening, one integration at a time.0.0alternatives →

#04qualtRicsqualtRics moved its contact functions onto XM Directory days before the old endpoints died.0.0alternatives →

#05retroharmonizeSurvey harmonization tooling that spent its last release earning its way back onto CRAN.0.0alternatives →

Frequently asked questions about survey data

Which SaaS tools ship survey data in 2026?

excluder, ggstats, labelled, qualtRics, retroharmonize — the survey data products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which survey data product has the highest shipping velocity?

excluder, with the top velocity score (0.0/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around survey data?

Sparkpulse currently tracks 5 products carrying the survey data theme, updated continuously from verified release data.