Data SourcesData Sources
Ingest and analyze documents from various sources---
Use TxT to analyze data from multiple data types. Import documents and datasets such as news articles, reports, blogs, comments, chat transcripts, SMS, and e-mail.
Geo-Spatial AnalyticsGeo-Spatial Analytics
Geo-referencing and geo-fencing---
HEAT MAP & LOCATION MAP
Use TxT to gain a better understanding of the geo-referenced locations within your dataset. Chart the progress of unfolding events across the globe over time and drill down to specific regions/countries for more focused analysis.
Entity AnalyticsEntity Analytics
Named entity recognition and resolution, entity relation graph, and proximity correlator---
NAMED ENTITY RECOGNITION & RESOLUTION
When facing volumes of documents, use TxT to quickly and accurately detect named entities such as organizations, people, and locations. TxT will then determine when two entities refer to the same thing in the real world (entity resolution).
ENTITY RELATION NETWORK GRAPH
Use TxT to generate graphs of the relationships between entities within and across documents. In these graphs, the nodes represent entities and the links indicate relations between them.
Content AnalyticsContent Analytics
Topic modeling, timeline, and text summarization---
Use TxT to analyze your repository of documents to discover underlying engagement themes for your brand. TxT’s topic modeling analytic uses a language-independent probabilistic model to partition conversations into distinct topical threads.
Use TxT to see a break-out view of articles to gain a better temporal view of events and trends. Look at the history of an event with the easy scroll of a button. TxT’s Timeline view include headline text for enhanced knowledge discovery.
Use TxT to summarize a single document or find the most relevant sentences from a collection of documents. TxT’s summarization algorithm uses diversity as a crucial objective in ranking so that unique, high frequency information tops the results.
Image Processing AnalyticsImage Processing Analytics
Media gallery and face detection---
A picture is worth a thousand words, and TxT’s media gallery can help you tell a story. The media gallery provides all the images from your document repository and organizes them by frequency and media type.
Use TxT’s cutting-edge machine learning-based image processing to extract faces from the most popular images. Image irregularities or commonalities across documents can provide valuable insight about your brand.
Other FeaturesOther Features
In addition to a suite of analytics, TxT includes other valuable features---
Use TxT’s scalable data ingestion pipeline to index and store large volumes (terabytes) of content and scanned documents in multiple languages.
Enterprises can use TxT analytics with their proprietary datasets and data feeds, maintaining the installation behind their corporate firewall. TxT offers on-premise installation and deployment of the TxT analytics engine on standard server-class machines or on private cloud infrastructure.