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Find out the subjects the users are talking about. Classify content by topic. Intelligently deduce geographic region.
Super granular. Supports IPTC, IAB, and Wikidata IDs.
Also known as: theme identification, subject detection, or key topic recognition. Topic extraction determines the dominant topics in the text.
Tisane provides the topics at a document level.
When a particular word has multiple interpretations, the sense of the word must be determined in the current context. For example, Jupiter is a planet and a Roman deity. Whether it's the planet or the deity, depends on the text.
For example, the sentence Juno is the wife of Jupiter refers to the deity. Tisane determines the relevant topics as Roman mythology, supernatural (gods), relationship, and family (since the spousal connection is mentioned).
There are common taxonomy standards that Tisane can provide::
native - native Tisane topic names; based on standard English terms for the topic. The default standard.iptc_code - codes of the IPTC (International Press Telecommunications Council) Media Topics classification - a standard used in the media.iptc_description - English descriptions of the IPTC codes.iab_code - codes of the IAB (Interactive Advertising Bureau) content taxonomy.iab_description - English descriptions of the IAB codes.wikidata - Wikidata codes (usually of the form Qnnnnn, e.g. Q123).DarkOwl offer the world's largest commercially available database of information collected from the darknet. Using machine learning and human analysts, DarkOwl automatically, continuously, and anonymously collect and index darknet, depp web, and high-risk surface net data. DarkOwl collect data from Tor, I2P, IRC, Telegram, Zeronet, as well as high value paste sites, deep web criminal categorize data in 52 different languages, and we tokenize data for east access and parsing.
How Datastreamer works
Quickly apply Tisane Topic Extraction to DarkOwl Search API with a Datstreamer Pipeline.
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