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Tracking Emerging Technologies With Python

Tracking Emerging Technologies With Python. Pick Topics. There is huge list of emerging technologies. Just a few… Multi-core Parallel Programming Web Frameworks Scalable Computing Cloud Computing Mobile Computing Social Computing Web Frameworks

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Tracking Emerging Technologies With Python

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  1. Tracking Emerging TechnologiesWith Python

  2. Pick Topics • There is huge list of emerging technologies. Just a few… Multi-core Parallel Programming Web Frameworks Scalable Computing Cloud Computing Mobile Computing Social Computing Web Frameworks Data Analytics Machine Learning Visualization Game Computing ….

  3. Discover Sources • Search patterns to discover sources • Top in “Cloud Computing” • Blogs in “Cloud Computing” • “Cloud Computing” Portals • Vendors “Cloud Computing” • Products “Cloud Computing” The query: Top (Blogs OR Vendors OR Portals OR Products) in “Cloud Computing” Let us add filetype: xml to get feeds

  4. A Bit of Tiny Python Code

  5. A List of Saved Queries

  6. Let Us Look

  7. Save the Results in a File

  8. Once You Get the Sources Let Us Track Them

  9. Track Sources • Track Web pages • @checkpage , InfoMinder • Track Feeds, Blogs • RSS Aggregator, InfoStreams • Combine the stuff • Yahoo Pipes • Do It Yourself • Write your own Python/Django App

  10. Checkpage – A free Twitter Tool

  11. Eliminate Duplicates • Harder than it looks • URL dups – normalize, check • Similarity Checks • Other Clever Methods • Discussion • Twitter Streams? • Noisy Channels?

  12. Get a List of News Items • Just the headlines • Title + a bit of description • Title + the first para of the article • Title + the entire article

  13. Create a Tag Cloud • Simple tag clouds • Noise words • Standard Words • Incremental Tag Clouds with Visual Cues • WordClouds, Digrams, Tri-grams • Python NLTK to the rescue

  14. Detect Trends • Progressive Tag Clouds • Cumulative Counts over a period • Heat Maps • Visualization Tools • Mind Map Generators

  15. Graph Trends • Splash Lines • Graphs • Motion Charts

  16. Spiral • From the news and trends, find new sources and add them to your list • Repeat the whole process • Rank Sources, Items • Voting (manual) • Click tracking (auto) • Collaborative Filtering

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