DiscoverText vs Tweet Archivist

DiscoverText is a cloud service for mining, annotating and analyzing multilingual text collections with machine learning. It can work with free text and metadata from surveys, customer feedback, CRM, chats, email, public comments, X/Twitter and RSS feeds. Users can build reusable classifiers called sifters to find relevant material and sort it into topics, sentiment or other categories. Its described process combines machine classification with human annotation, crowdsourcing, adjudication, measurement and iteration. For eDiscovery, it offers deduplication, near-duplicate clustering and document redaction that can produce Bates-stamped, spreadsheet-indexed PDF collections. Students and professors may receive free access, training and project support from the founder; academic group licenses are also listed as free. API access is limited to licensed Enterprise users granted an API key. Documented API operations include projects, archives, buckets, datasets, deduplication, clustering and tag clouds. The maker says it no longer collects Twitter data in real time and is not connected to Facebook’s open API. Professional costs $99 a month; Enterprise costs $3,000 a month.

Tweet Archivist is a web service for analyzing, visualizing, and preserving Twitter data. It covers engagement metrics, follower growth, tweet performance, hashtag activity, sentiment, word clouds, heatmaps, and tweet-type breakdowns. Charts include engagement and volume views, tweet timelines, word clouds, and posting-activity heatmaps. Archived tweets can be searched and filtered, with media preservation, deleted-tweet recovery from the archive, and link sharing. You can upload an official X data export ZIP for analysis without API access. Free accounts show a preview, while paid plans provide the full dashboard. For profiles you do not own, scraping returns recent tweets up to the plan limit; your own export can provide complete history. Exports include Excel, CSV, JSON, or direct database integration. It offers a free plan, a 14-day trial, and paid plans from $29/mo. Archives may take up to 72 hours.