Data science project presentation

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Data science project presentation

  1. 1. DATASCIENCE *PROJECTKEVIN BLUER
  2. 2. DSRUPTIONhttp://www.dsruption.com/
  3. 3. TRENDSTECHNOLOGYhttp://www.dsruption.com/trend/wearable-computing
  4. 4. GOALSDerive Insight from Dsruption(www.dsruption.com)Focus on establishing company (startup)momentum & insights#1 Article popularity (FB / Twitter shares)#2 Auto generation of article tags
  5. 5. FEATURESdsruption.activity, 691 documents (744 KB)dsruption.articles, 14022 documents (125.61 MB)dsruption.comment, 43 (40 KB)dsruption.companies, 524 (3.65 MB)dsruption.tags, 329 (40 KB)dsruption.trends, 32 (140 KB)dsruption.users, 39 (632 KB)
  6. 6. TECHNOLOGIESMongoDBJavaScript and Node.jsD3.jsHadoopPythonFacebook and Twitter API’s
  7. 7. ARTICLE POPULARITY
  8. 8. IMPORTINGTWEETS & SHAREShttp://www.dsruption.com/dwolla/json-social
  9. 9. SIMPLE D3.JSVISUALIZATIONhttp://www.dsruption.com/dwolla/visualize
  10. 10. COMPANY TAGSFROM ARTICLES
  11. 11. HADOOP -> MONGOhttp://www.dsruption.com/dwolla/articleshttp://www.dsruption.com/data/dwolla.json
  12. 12. BEAUTIFUL SOUP<p><ul><li><span style="font-family: arial;"><i>100,000 refrigeratorsand freezers have now made their way through the revolutionaryUNTHA Recycling Technology system</i></span></li><li><spanstyle="font-family: arial;"><i>Innovative recycling system reduceslandfill waste and greenhouse gas and ozone-depleting substanceemissions</i></span></li><li><span style="font-family:arial;"><i>Initiative has diverted 5.5 million pounds of material fromU.S. landfills<b><a href="#_ftn1"name="_ftnref1">[1]</a></b></i></span></li></ul> </p><pstyle="text-indent: -0.25in;"><i><b><br/><br/></b></i></p><p><div><br/><div id="ftn1"></div> </div></p>100,000 refrigerators and freezers have now made their way throughthe revolutionary UNTHA Recycling Technology systemInnovativerecycling system reduces landfill waste and greenhouse gas andozone-depleting substance emissionsInitiative has diverted 5.5million pounds of material from U.S. landfills.
  13. 13. LOTS OFNOISEhttp://www.dsruption.com/dwolla/words
  14. 14. EXCLUDE NOISEcount: 252, word: "Dwolla”count: 73, word: "money”count: 45, word: "photo”count: 44, word: "people”count: 42, word: "pay”count: 39, word: "payment”count: 35, word: "payments”count: 34, word: "business"
  15. 15. WHAT’S NEXT?Sentiment Analysis (both on the articles / comments)Integration of Additional Datasets (Crunchbase, etc)Broader Visualization
  16. 16. THANK YOU 

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