BERTopic vs Dedoose

BERTopic has no write-up on Specifiction yet; its figures are above.

Dedoose is a cloud-based application for analyzing and visualizing qualitative and mixed methods data. It handles interviews, focus groups, documents, surveys, video, images, audio, social media, and websites, and lets researchers combine qualitative and quantitative material in an analysis process. Charts, graphs, and matrices help users explore findings, with filters for examining segments. Dedoose supports real-time collaboration with other Dedoose users at no additional cost. The first 30 days of a new individual account are free; paid plans start at $12.95 a month. Student and Individual plans charge for active months, while group plans provide centralized billing. Premier and Enterprise are annual plans with SSO integration and account administration. Dedoose says communications use an AES-256 CBC-encrypted SSL/TLS tunnel, passwords are not stored, and project data remains under customer control rather than being shared with third parties. The publisher says Leviathan Security Group verified its login system. Support includes a 24/7 self-service Learning Center and assistance from trained researchers. The service identifies academic, UX, health, and policy researchers among its users.