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README.md
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README.md

RSS Dashboard

Extract summaries, tags, and sentiment from an RSS feed

This is a demo of several of Algorithmia's website inspection and text analysis tools, including:

  • Scrape RSS - parses an RSS feed, extracting each entry's title and url
  • HTML2Text - converts the main content of an HTML page to plain text
  • Summarizer - creates a summary by extracting topic sentences based on frequency of key terms
  • AutoTag - uses a variant of nlp/LDA to extract keywords.
  • Sentiment Analysis - assigns a sentiment rating from -1 (very negative) to to 1 (very positive).

This tool takes a URL for an RSS feed, and automatically generates tags, text summaries, and sentiment analysis.

See this demo in action

This demo can be viewed at https://demos.algorithmia.com/rss-dashboard

Run it yourself

This demo only contains frontend code and requires no specialized hosting (or even a server).

  1. download the repository
  2. edit /JavaScript/rss-dashboard/public/js/main.js to place your own API Key (free signup w/ 5k credits monthly) in the line containing "Algorithmia.client()"
  3. if you have not already, run the setup steps outlined in /PUBLISH.md
  4. build the demo: grunt build:rss-dashboard
  5. open /build/rss-dashboard/index.html in a web browser

Find more information in the Algorithmia Developer Center or the API Docs.