The idea is to attach a number (or rather, a vector) to everything from a word to a document. If all that sounds Chinese to you, start by reading about "named entity recognition", and "word embeddings". If the graph is too dense, thin out the weaker edges. Once you have the embeddings, and the edges (thanks to NER), use a graph layout algorithm like force direction. If I had to do this I would use a named entity recognition (NER) and document embeddings (doc2vec, etc.). There are a lot of things going on here, but k-means is not one of them. They've created a graph from the news articles, topics, and named entities (locations, persons, companies, organizations). News Explorer is one of the best documented news apps with an extensive help page on. Universal purchase allows you to purchase News Explorer once, and then access it on all connected platforms. News Explorer for iPhone, iPad, Apple Watch and Apple TV is a universal purchase app, available on the App Store of the mentioned devices.News Explorer for Mac is available on the Mac App Store.You only need to buy two apps to cover all Apple platforms: Fully working iCloud sync based on CloudKit.Auto Dark Mode and Accent Color support.Support for displaying articles with RTL text like Arabic or Hebrew.Supports feeds with Basic and Digest HTTP Authentication.Supports RSS 2.0, RDF, JSON Feed, Reddit, ATOM, Podcast, YouTube and Twitter news feeds.Runs natively on Apple Silicon and Intel Macs.App icon badge with unread items count.With full Touch Bar support you have quick access to all essential functions.Simply hit the spacebar to open the next article or to scroll the article when needed.Assign keyboard shortcuts to sharing services, including Instapaper and Pocket.Feed manager let you manage the feeds that should be displayed in the Notification Center.Rename and reorder folders and feeds, using drag-and-drop.Group your subscriptions by using folders.Feed extension support let you open RSS news feed URL’s.Support to add manually RSS, Atom, JSON, Reddit and Twitter feeds.Add RSS and Twitter feeds via the built-in search form.Add new RSS, Atom, JSON, Reddit, Podcast and YouTube feeds directly from Safari, using the 'Add to News Explorer' share extension.Support for Notification Center widgets.Share news items via email, Messages, Facebook and other sharing services.Built-in support to share news items with Twitter, Instapaper and Pocket.Built-in image viewer to browse through all images of news items.Open articles in separate tabs or windows, for maximum focus.Timeline view shows your news items in an attractive newspaper-like way.Reply, retweet and like tweets in Twitter feeds without leaving the app.Navigate with one click to the original content.Mark items as favorite for later reading.Option to automatically use Reader view for all feeds, or selected feeds.Use Reader view to download and read the full text version of articles.Font of the article viewer is fully adjustable.Themes, adaptable to your taste and mood, or according appearance settings in macOS.Built-in browser for viewing inline links.Article list with thumbnails, adjustable in visibility, size and alignment.Clean, stylish and clutter-free user interface.Supports Twitter user and hashtags timelines.Built-in high speed RSS and Atom engine.Synchronisation is based on iCloud, so there is no need to login or to sign up into any other service, it just works out of the box.News Explorer syncs your RSS, JSON, Atom, Reddit and Twitter subscriptions, folder setup, news items, read statuses and favorites across all your Apple devices.News Explorer is a full-featured yet easy-to-use RSS, JSON, Atom and Twitter newsreader with iCloud based synchronisation between Mac, iPhone, iPad, Apple Watch and Apple TV.
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