Breaking the Cell #WebExpo
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Talk given at Using Google Apps Script and Sheets for social network data mining and analysis Examples used in this presentation bundled at http://bit.ly/breaking-cell There is growing interest in the use of data to provide actionable insight. This interest goes beyond the professional analysts and just as fields such as mathematics and astronomy have benefited from the enthusiastic amateur so does data science. Social networks are a rich playground of data and whilst many provide access to their data via APIs but access via this route can be daunting. You can of course turn to 'analytics as a service' sites which will take your credentials and provide you with some answers, but often this can be what they want to tell you and not what you want to hear. A solution is the spreadsheet. Spreadsheets provide an interface for data exploration for those with basic skills. With Google Sheets the opportunities increase exponentially, not just in terms of collaboration, but also with the power of Google Apps Script. Apps Script provides easy integration into other Google products and services, such as Google Analytics, as well as third party APIs like Twitter. In this presentation we show how Google Sheets can become a rich playground where data from different services can be collected and analysed.
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Breaking the Cell #WebExpo
- 2. Breaking the Cell Using Google Apps Script and Sheets for social network data mining and analysis Martin Hawksey Chief Innovation, Technology and Community Officer @mhawksey This work is licensed under a Creative Commons Attribution 3.0 Unported License. CC-BY mhawksey All links: http://bit.ly/breaking-cell
- 3. alt.ac.uk Goal ◊ make you aware of social data opportunities ◊ show you a toolset to achieve this http://bit.ly/breaking-cell
- 4. CC-BY-SA-NC Geoffery Kehrig Mother Of Invention :P https://flic.kr/p/bF3gjq http://bit.ly/breaking-cell
- 11. the network browser for Microsoft Excel™ http://bit.ly/breaking-cell
- 12. importFeed Warning: No persistence!!! alt.ac.uk http://bit.ly/breaking-cell
- 13. v {} alt.ac.uk http://bit.ly/breaking-cell
- 14. alt.ac.uk the hack http://bit.ly/breaking-cell
- 15. alt.ac.uk the hack (2) http://bit.ly/breaking-cell
- 16. alt.ac.uk the hack (2) http://bit.ly/breaking-cell
- 17. alt.ac.uk the hack (2) http://bit.ly/breaking-cell
- 18. v {} alt.ac.uk http://bit.ly/breaking-cell
- 19. CC-BY-NC-ND Geoff Llerena Dead End!!! http://bit.ly/breaking-cell https://flic.kr/p/f59zRU
- 20. Dr. Tony Hirst The Open University @psychemedia ouseful.info alt.ac.uk http://bit.ly/breaking-cell
- 21. Say hello to Google Apps Script CC-BY Google – Google Apps Script, 13-03-2012 alt.ac.uk http://bit.ly/breaking-cell
- 22. alt.ac.uk Code in the cloud ◊ Standalone Scripts script.google.com Google Drive > Create > Script ◊ Container-bound – Google Documents, Sheets, Forms Tools > Script editor – Google Sites More > Manage Site > Apps Script http://bit.ly/breaking-cell
- 23. 11 Google apps, 1 platform in the cloud Increase the power of your favorite Google apps — like Calendar, Docs, Drive, Gmail, and Sheets. Apps Script lets you do more with Google. All on a JavaScript platform in the cloud. http://bit.ly/breaking-cell alt.ac.uk
- 25. “ alt.ac.uk JavaScript in the cloud Apps Script is based on JavaScript 1.6, plus a few features from 1.7 and 1.8. http://bit.ly/breaking-cell
- 30. alt.ac.uk The addiction continues… http://bit.ly/breaking-cell
- 31. “ You may provide spreadsheet or PDF files or alt.ac.uk other export functionality via non-programmatic means, such as using a “save as” button, for up to 100,000 public Tweets and/or User Objects per user per day http://bit.ly/breaking-cell
- 34. TAGSExplorer Powered by Google Sheets, Google http://bit.ly/breaking-cell Visualisation API and D3js
- 36. Who are your top content distributors on Twitter?
- 37. [my link] alt.ac.uk http://bit.ly/breaking-cell
- 38. Step #1: Get t.co data from GA Try http://go.alt.ac.uk/ga-tco-referral [demo link] alt.ac.uk http://bit.ly/breaking-cell
- 39. Step #2: Search t.co’s on Twitter alt.ac.uk http://bit.ly/breaking-cell
- 40. alt.ac.uk Step #3: Make pretty… http://bit.ly/breaking-cell
- 41. alt.ac.uk Step #3: Make pretty… http://bit.ly/breaking-cell
- 42. http://bit.ly/breaking-cell TAGS - Twitter Archiving Google Sheet
- 43. http://bit.ly/breaking-cell TAGS - Twitter Archiving Google Sheet
- 44. http://bit.ly/breaking-cell TAGS - Twitter Archiving Google Sheet
- 45. http://bit.ly/breaking-cell TAGS - Twitter Archiving Google Sheet
- 46. http://bit.ly/breaking-cell TAGS - Twitter Archiving Google Sheet
- 47. Enable scripts to receive POST and/or GET function returns an HTML service HtmlOutput object, .. or a Content service TextOutput object. http://bit.ly/breaking-cell
- 48. alt.ac.uk Beyond Twitter http://bit.ly/breaking-cell
- 49. “ alt.ac.uk The Future of Ed-Tech is a Reclamation Project We can reclaim the Web and more broadly ed-tech for teaching and learning. But we must reclaim control of the data, content, and knowledge we create. ©Alan Levine October 14, 2013 https://flic.kr/p/gFKxes Audrey Watters Hack Education http://bit.ly/breaking-cell
- 50. alt.ac.uk Děkuji +MartinHawksey @mhawksey http://bit.ly/breaking-cell
- 51. Association for Learning Technology www.alt.ac.uk @A_L_T Registered charity number: 1063519
- 52. alt.ac.uk Update Your Twitter Archive with Google Drive http://bit.ly/breaking-cell
- 53. alt.ac.uk Update Your Twitter Archive with Google Drive http://bit.ly/breaking-cell
- 60. “ alt.ac.uk The Future of Ed-Tech is a Reclamation Project We can reclaim the Web and more broadly ed-tech for teaching and learning. But we must reclaim control of the data, content, and knowledge we create. ©Alan Levine October 14, 2013 https://flic.kr/p/gFKxes Audrey Watters Hack Education http://bit.ly/breaking-cell
- 61. alt.ac.uk Děkuji +MartinHawksey @mhawksey http://bit.ly/breaking-cell
- 62. Association for Learning Technology www.alt.ac.uk @A_L_T Registered charity number: 1063519
Hinweis der Redaktion
- Patrick Burns - Spreadsheet Addiction http://www.burns-stat.com/documents/tutorials/spreadsheet-addiction/ Overlap with my work as a web developer – ambiguity of a web page and viewsource:
- http://mashe.hawksey.info/2012/10/feeding-google-spreadsheets-exercises-in-import/ It’s easy to get data in … if you can find it
- http://mashe.hawksey.info/2013/02/lak13-recipes-in-capturing-and-analyzing-data-canvas-network-discussion-activity-data/ View spreadsheet source to see the formula used
- http://mashe.hawksey.info/2013/02/lak13-recipes-in-capturing-and-analyzing-data-canvas-network-discussion-activity-data/ View spreadsheet source to see the formula used
- http://mashe.hawksey.info/2013/02/lak13-recipes-in-capturing-and-analyzing-data-canvas-network-discussion-activity-data/ View spreadsheet source to see the formula used
- NodeXL the network browser for Microsoft Excel™
- No persistence – as new data comes in old is removed Feed is from Google’s cache (20 items opposed to 10 I’ve published in my feed)
- RSS/Atom versus JSON Google Sheets doesn’t do JSON as an import formula
- SharedCount is moving to all API key access but there is still a free level
- IMPORTDATA("http://pipes.yahoo.com/pipes/pipe.run?_id=507b1a09fc815cb9e8b00df9db442d69&_render=csv&url=http://mashe.hawksey.info”) Could do all this in Yahoo Pipes but why bother … there is a better way Variation of this technique at http://mashe.hawksey.info/2012/06/rss-feed-social-share-counting/
- IMPORTDATA("http://pipes.yahoo.com/pipes/pipe.run?_id=507b1a09fc815cb9e8b00df9db442d69&_render=csv&url=http://mashe.hawksey.info”) Could do all this in Yahoo Pipes but why bother … there is a better way Variation of this technique at http://mashe.hawksey.info/2012/06/rss-feed-social-share-counting/
- IMPORTDATA("http://pipes.yahoo.com/pipes/pipe.run?_id=507b1a09fc815cb9e8b00df9db442d69&_render=csv&url=http://mashe.hawksey.info”) Could do all this in Yahoo Pipes but why bother … there is a better way Variation of this technique at http://mashe.hawksey.info/2012/06/rss-feed-social-share-counting/
- OAuth logo, designed by Chris Messina CC BY-SA
- Dead end
- http://blog.ouseful.info/2010/03/04/maintaining-google-calendars-from-a-google-spreadsheet/
- About the badge Best educators take ownership. They create a personal experience 2010
- Need to install Chrome App to get create script from Drive menu Container bound scripts are included when you copy the parent document
- The power is that google have made it easy to access and use their product APIs and also not worry where to host the code It makes it very easy to write data in Drive to Sheets and more. Apps Script is cloud based and allows scheduling of scripts
- UrlFetch … like CURL https://developers.google.com/apps-script/reference/url-fetch/url-fetch-app
- https://developers.google.com/apps-script/guides/services/#basic_javascript_features These extra features include native JSON support
- http://mashe.hawksey.info/2010/06/using-google-spreadsheet-to-automatically-monitor-twitter/
- http://mashe.hawksey.info/2010/06/using-google-spreadsheet-to-automatically-monitor-twitter/
- http://mashe.hawksey.info/2010/06/using-google-spreadsheet-to-automatically-monitor-twitter/
- https://dev.twitter.com/overview/terms/rules-of-the-road
- http://mashe.hawksey.info/2011/11/twitter-how-to-archive-event-hashtags-and-visualize-conversation/
- http://mashe.hawksey.info/2011/11/twitter-how-to-archive-event-hashtags-and-visualize-conversation/
- http://mashe.hawksey.info/2011/11/twitter-how-to-archive-event-hashtags-and-visualize-conversation/
- Demo?
- http://mashe.hawksey.info/2012/03/combine-twitter-and-google-analytics-data-to-find-your-top-content-distributors/
- http://mashe.hawksey.info/2012/03/combine-twitter-and-google-analytics-data-to-find-your-top-content-distributors/
- Try on GA Query Explorer using http://go.alt.ac.uk/ga-tco-referral
- http://mashe.hawksey.info/2011/09/viralheat-sentiment-api-and-a-google-spreadsheet/ http://mashe.hawksey.info/2011/10/using-google-spreadsheet-to-feed-nodexl/ http://mashe.hawksey.info/2012/03/automatic-translation-of-tags-twitter-archives-using-google-apps-script-language-services/ http://mashe.hawksey.info/2014/01/making-a-twitter-hashtag-contributor-map-using-tags/ http://mashe.hawksey.info/2012/01/tags-r/
- http://mashe.hawksey.info/2011/09/viralheat-sentiment-api-and-a-google-spreadsheet/ http://mashe.hawksey.info/2011/10/using-google-spreadsheet-to-feed-nodexl/ http://mashe.hawksey.info/2012/03/automatic-translation-of-tags-twitter-archives-using-google-apps-script-language-services/ http://mashe.hawksey.info/2014/01/making-a-twitter-hashtag-contributor-map-using-tags/ http://mashe.hawksey.info/2012/01/tags-r/
- http://mashe.hawksey.info/2011/09/viralheat-sentiment-api-and-a-google-spreadsheet/ http://mashe.hawksey.info/2011/10/using-google-spreadsheet-to-feed-nodexl/ http://mashe.hawksey.info/2012/03/automatic-translation-of-tags-twitter-archives-using-google-apps-script-language-services/ http://mashe.hawksey.info/2014/01/making-a-twitter-hashtag-contributor-map-using-tags/ http://mashe.hawksey.info/2012/01/tags-r/
- http://mashe.hawksey.info/2011/09/viralheat-sentiment-api-and-a-google-spreadsheet/ http://mashe.hawksey.info/2011/10/using-google-spreadsheet-to-feed-nodexl/ http://mashe.hawksey.info/2012/03/automatic-translation-of-tags-twitter-archives-using-google-apps-script-language-services/ http://mashe.hawksey.info/2014/01/making-a-twitter-hashtag-contributor-map-using-tags/ http://mashe.hawksey.info/2012/01/tags-r/
- http://mashe.hawksey.info/2011/09/viralheat-sentiment-api-and-a-google-spreadsheet/ http://mashe.hawksey.info/2011/10/using-google-spreadsheet-to-feed-nodexl/ http://mashe.hawksey.info/2012/03/automatic-translation-of-tags-twitter-archives-using-google-apps-script-language-services/ http://mashe.hawksey.info/2014/01/making-a-twitter-hashtag-contributor-map-using-tags/ http://mashe.hawksey.info/2012/01/tags-r/
- https://developers.google.com/apps-script/guides/web Wrapper script at: http://mashe.hawksey.info/2014/07/google-sheets-as-a-database-insert-with-apps-script-using-postget-methods-with-ajax-example/
- http://ramblings.mcpher.com/Home/excelquirks/oauthtoo/ezyoauth2 https://github.com/googlesamples/apps-script-oauth2
- http://mashe.hawksey.info/2013/01/sync-twitter-archive-with-google-drive/
- http://mashe.hawksey.info/2013/01/sync-twitter-archive-with-google-drive/