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Combining Context with Signals in the IoT (longer version)

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Andy Piper, profile picture
Andy Piper

The document discusses Andy Piper's presentation on using Twitter as a platform for the Internet of Things (IoT). It provides examples of objects like plants, ferries, houses, and sensors that already tweet. It also describes how Twitter's APIs can be used to ingest real-time streaming data from IoT devices and analyze historical tweet data. Finally, it discusses how object interactions can be driven by tweets on the Twitter platform.

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@andypiper Andy Piper Developer Advocate @andypiper | #gotoams Combining signals with context 
 in the Internet of Things
@andypiper “The Internet of Things is Made of Signals” – Me, at Thingmonk, 
 December 2013 https://www.flickr.com/photos/henrytapia/2893729684/
@andypiper The Internet is made of people
@andypiper … and: objects, services, sensors the Internet of Things https://www.flickr.com/photos/jaredzimmerman/4347009851
@andypiper the Internet of Things is
 broadcasting, analysing, responding https://www.flickr.com/photos/splatt/1211993988
@andypiper Twitter - the messaging platform 
 for conversations and signals
@andypiper 255M+ 500M+ 77% Active users Tweets per day of users are outside the US 2006 2014
@andypiper 143,199
 Tweets per second 5,700 TPS on average
@andypiper Twitter is global, open and real-time
@andypiper Twitter is the shortest distance between you (@) and what interests you most (#)
@andypiper Twitter is there at
 world events
@TwitterAds | Confidential
@andypiper Twitter is the pulse
 of the planet
@andypiper Using the Twitter Platform 
 for the Internet of Things
@andypiper Many objects tweet
@andypiper from plants… to ferries…
@andypiper to houses…
@andypiper to sensors…
@andypiper Smart environments
@andypiper Objects bring tweets to 
 the physical world
@andypiper
@andypiper
@andypiper
@andypiper Object interactions
 can be driven by tweets https://twitter.com/apistrat/status/449159950049480704
@andypiper Twitter is a great I/O channel 
 for the IoT https://www.flickr.com/photos/pulpolux/208661236
@andypiper Twitter APIs deal both with the
 right now and what happened
@andypiper Streaming APIs allow you to
 ingest what’s happening right now
@andypiper Streaming APIs allow you to
 ingest what’s happening right now POST https://stream.twitter.com/1.1/statuses/filter.json follow: 3946301
 track: #gotoams
 locations: 13.3773,52.5202,13.3979,52.5150
 Data:
@andypiper Streaming APIs allow you to
 ingest what’s happening right now GET https://stream.twitter.com/1.1/statuses/sample.json Returns ~1% of all firehose data, statistically relevant.
@andypiper Streaming APIs allow you to
 ingest what’s happening right now GET https://stream.twitter.com/1.1/statuses/firehose.json Returns all firehose data, requires business deal.
@andypiper Streaming APIs allow you to
 ingest what’s happening right now {"created_at":"Sun Dec 01 21:44:59 +0000 2013","id":407264085194330112,"id_str":"407264085194330112","text":"u201c@DM_Minions: The minion mobile! http://t.co/Tq8AQoXcVyu201d shall I get it, @CourtneyLouu ud83dude0fud83dude18","source":"u003ca href="http://twitter.com/download/iphone" rel="nofollow"u003eTwitter for iPhoneu003c/au003e","truncated":false,"in_reply_to_status_id":407263303405023232,"in_reply_to_status_id_str":"407263303405023232","in_reply_to_user_id": 948825632,"in_reply_to_user_id_str":"948825632","in_reply_to_screen_name":"DM_Minions","user":{"id":404024178,"id_str":"404024178","name":"emilyjade","screen_name":"_emilyjade","location":"","url":null,"description":"'what is essential, is invisible to the eye'","protected":false,"followers_count":156,"friends_count":287,"listed_count":0,"created_at":"Thu Nov 03 10:18:49 +0000 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Ferry","screen_name":"Jay_fezz","location":"London ","url":"http://www.facebook.com/jay_fezz","description":"Baker. Not A Candle Stick Maker. Im Perfectly Dysfunctional","protected":false,"followers_count":166,"friends_count":635,"listed_count": 24,"created_at":"Sun Jun 07 15:06:56 +0000 2009","favourites_count":56,"utc_offset":0,"time_zone":"London","geo_enabled":true,"verified":false,"statuses_count":
@andypiper Tweet: 140 characters
 ~4KB of information Tweet: 140 characters
 ~4KB of information { "created_at": "Wed Oct 02 15:53:43 +0000 2013", "id": 385432417126739968, "id_str": "385432417126739968", "text": "Learn more about the powerful #Linux container engine @docker in this video intro with @solomonstre - http://t.co/QJLdA1762Y @TwitterOSS", "source": "web", "truncated": false, "in_reply_to_status_id": null, "in_reply_to_status_id_str": null, "in_reply_to_user_id": null, "in_reply_to_user_id_str": null, "in_reply_to_screen_name": null, "user": { "id": 1665823832, "id_str": "1665823832", "name": "Twitter University", "screen_name": "university", "location": "", "description": "Building a culture of learning for @TwitterEng and the world at large", "url": "http://t.co/c8IHJLE1Y8", "entities": { "url": { "urls": [{ "url": "http://t.co/c8IHJLE1Y8", "expanded_url": "http://youtube.com/twitteruniversity", "display_url": "youtube.com/twitteruniversu2026", "indices": [0, 22] }]
@andypiper REST APIs let you perform actions
 and look at what happened
@andypiper REST APIs let you perform actions
 and look at what happened Tweets GET statuses/show/:id Timelines GET statuses/home_timeline GET statuses/user_timeline GET statuses/mentions_timeline POST statuses/update Search GET search/tweets … Users, Favorites, Direct Messages, Followings & Followers,
 Lists, Saved Searches, Trends, Geo, Spam Reporting
@andypiper Enrich mobile apps with 
 live contextual data from Twitter
@andypiper Demos and code…
Let’s talk code! :) @andypiper
@andypiper
@andypiper
@andypiper
@andypiper Useful links Automation best practices t.co/automate Developer Rules of the Road t.co/develror
@andypiper Streaming APIs t.co/streaming More resources REST API t.co/rest Create apps t.co/apps Open Source @Twitter t.co/opensource Developer discussions t.co/discuss Certified Products t.co/certified
@andypiper #ConnectYourDevice #ThankYou Andy Piper @andypiper andypiper@twitter.com

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Combining Context with Signals in the IoT (longer version)

  • 1. @andypiper Andy Piper Developer Advocate @andypiper | #gotoams Combining signals with context 
 in the Internet of Things
  • 2. @andypiper “The Internet of Things is Made of Signals” – Me, at Thingmonk, 
 December 2013 https://www.flickr.com/photos/henrytapia/2893729684/
  • 3. @andypiper The Internet is made of people
  • 4. @andypiper … and: objects, services, sensors the Internet of Things https://www.flickr.com/photos/jaredzimmerman/4347009851
  • 5. @andypiper the Internet of Things is
 broadcasting, analysing, responding https://www.flickr.com/photos/splatt/1211993988
  • 6. @andypiper Twitter - the messaging platform 
 for conversations and signals
  • 7. @andypiper 255M+ 500M+ 77% Active users Tweets per day of users are outside the US 2006 2014
  • 10. @andypiper Twitter is the shortest distance between you (@) and what interests you most (#)
  • 11. @andypiper Twitter is there at
 world events
  • 13. @andypiper Twitter is the pulse
 of the planet
  • 14. @andypiper Using the Twitter Platform 
 for the Internet of Things
  • 20. @andypiper Objects bring tweets to 
 the physical world
  • 24. @andypiper Object interactions
 can be driven by tweets https://twitter.com/apistrat/status/449159950049480704
  • 25. @andypiper Twitter is a great I/O channel 
 for the IoT https://www.flickr.com/photos/pulpolux/208661236
  • 26. @andypiper Twitter APIs deal both with the
 right now and what happened
  • 27. @andypiper Streaming APIs allow you to
 ingest what’s happening right now
  • 28. @andypiper Streaming APIs allow you to
 ingest what’s happening right now POST https://stream.twitter.com/1.1/statuses/filter.json follow: 3946301
 track: #gotoams
 locations: 13.3773,52.5202,13.3979,52.5150
 Data:
  • 29. @andypiper Streaming APIs allow you to
 ingest what’s happening right now GET https://stream.twitter.com/1.1/statuses/sample.json Returns ~1% of all firehose data, statistically relevant.
  • 30. @andypiper Streaming APIs allow you to
 ingest what’s happening right now GET https://stream.twitter.com/1.1/statuses/firehose.json Returns all firehose data, requires business deal.
  • 31. @andypiper Streaming APIs allow you to
 ingest what’s happening right now {"created_at":"Sun Dec 01 21:44:59 +0000 2013","id":407264085194330112,"id_str":"407264085194330112","text":"u201c@DM_Minions: The minion mobile! http://t.co/Tq8AQoXcVyu201d shall I get it, @CourtneyLouu ud83dude0fud83dude18","source":"u003ca href="http://twitter.com/download/iphone" rel="nofollow"u003eTwitter for iPhoneu003c/au003e","truncated":false,"in_reply_to_status_id":407263303405023232,"in_reply_to_status_id_str":"407263303405023232","in_reply_to_user_id": 948825632,"in_reply_to_user_id_str":"948825632","in_reply_to_screen_name":"DM_Minions","user":{"id":404024178,"id_str":"404024178","name":"emilyjade","screen_name":"_emilyjade","location":"","url":null,"description":"'what is essential, is invisible to the eye'","protected":false,"followers_count":156,"friends_count":287,"listed_count":0,"created_at":"Thu Nov 03 10:18:49 +0000 2011","favourites_count":379,"utc_offset":null,"time_zone":null,"geo_enabled":true,"verified":false,"statuses_count": 8506,"lang":"en","contributors_enabled":false,"is_translator":false,"profile_background_color":"EBEBEB","profile_background_image_url":"http://abs.twimg.com/images/themes/theme7/bg.gif","profile_background_image_url_https":"https://abs.twimg.com/ images/themes/theme7/bg.gif","profile_background_tile":false,"profile_image_url":"http://pbs.twimg.com/profile_images/378800000811908687/bc82e20db7c7812a1f61f72998f948e9_normal.jpeg","profile_image_url_https":"https://pbs.twimg.com/ profile_images/378800000811908687/bc82e20db7c7812a1f61f72998f948e9_normal.jpeg","profile_banner_url":"https://pbs.twimg.com/profile_banners/404024178/ 1385914936","profile_link_color":"990000","profile_sidebar_border_color":"DFDFDF","profile_sidebar_fill_color":"F3F3F3","profile_text_color":"333333","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":nul l,"follow_request_sent":null,"notifications":null},"geo":{"type":"Point","coordinates":[51.35264663,-1.15710757]},"coordinates":{"type":"Point","coordinates":[-1.15710757,51.35264663]},"place":{"id":"d009bfdb11c20f3e","url":"https://api.twitter.com/ 1.1/geo/id/d009bfdb11c20f3e.json","place_type":"city","name":"Basingstoke and Deane","full_name":"Basingstoke and Deane, Hampshire","country_code":"GB","country":"United Kingdom","contained_within":[],"bounding_box":{"type":"Polygon","coordinates": [[[-1.4601689999999998,51.133537999999994],[-1.4601689999999998,51.383949],[-0.9748119999999999,51.383949],[-0.9748119999999999,51.133537999999994]]]},"attributes":{}},"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags": [],"symbols":[],"urls":[],"user_mentions":[{"screen_name":"DM_Minions","name":"DespicableMe Minions","id":948825632,"id_str":"948825632","indices":[1,12]},{"screen_name":"CourtneyLouu","name":"coourts","id":43456930,"id_str":"43456930","indices": [73,86]}],"media":[{"id":407263303325335552,"id_str":"407263303325335552","indices":[33,55],"media_url":"http://pbs.twimg.com/media/Babj0QzCQAAMrX4.jpg","media_url_https":"https://pbs.twimg.com/media/Babj0QzCQAAMrX4.jpg","url":"http://t.co/ Tq8AQoXcVy","display_url":"pic.twitter.com/Tq8AQoXcVy","expanded_url":"http://twitter.com/DM_Minions/status/407263303405023232/photo/1","type":"photo","sizes":{"small":{"w":339,"h":236,"resize":"fit"},"large":{"w":958,"h": 666,"resize":"fit"},"thumb":{"w":150,"h":150,"resize":"crop"},"medium":{"w":599,"h":417,"resize":"fit"}},"source_status_id": 407263303405023232,"source_status_id_str":"407263303405023232"}]},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"medium","lang":"en"} {"created_at":"Sun Dec 01 21:44:59 +0000 2013","id":407264086347747328,"id_str":"407264086347747328","text":"@DannyArratoon already eaten it but you can bring me another one?","source":"u003ca href="http://twitter.com/download/iphone" rel= "nofollow"u003eTwitter for iPhoneu003c/au003e","truncated":false,"in_reply_to_status_id":407263944844533761,"in_reply_to_status_id_str":"407263944844533761","in_reply_to_user_id": 210579473,"in_reply_to_user_id_str":"210579473","in_reply_to_screen_name":"DannyArratoon","user":{"id": 495068253,"id_str":"495068253","name":"eleanor","screen_name":"ell_eysselinck","location":"london","url":null,"description":null,"protected":false,"followers_count":430,"friends_count":345,"listed_count":0,"created_at":"Fri Feb 17 15:23:34 +0000 2012","favourites_count":3934,"utc_offset":0,"time_zone":"London","geo_enabled":true,"verified":false,"statuses_count": 7800,"lang":"en","contributors_enabled":false,"is_translator":false,"profile_background_color":"000000","profile_background_image_url":"http://a0.twimg.com/profile_background_images/635582704/ nud5dpj44ngj5bgv5k55.jpeg","profile_background_image_url_https":"https://si0.twimg.com/profile_background_images/635582704/nud5dpj44ngj5bgv5k55.jpeg","profile_background_tile":true,"profile_image_url":"http://pbs.twimg.com/profile_images/ 378800000812022272/b0218f45cb51525440be4f5782aaba6b_normal.jpeg","profile_image_url_https":"https://pbs.twimg.com/profile_images/378800000812022272/b0218f45cb51525440be4f5782aaba6b_normal.jpeg","profile_banner_url":"https://pbs.twimg.com/ profile_banners/495068253/ 1378837388","profile_link_color":"EB091C","profile_sidebar_border_color":"C0DEED","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":nul l,"follow_request_sent":null,"notifications":null},"geo":{"type":"Point","coordinates":[51.37097685,-0.21992044]},"coordinates":{"type":"Point","coordinates":[-0.21992044,51.37097685]},"place":{"id":"8840213b5fc1032a","url":"https://api.twitter.com/ 1.1/geo/id/8840213b5fc1032a.json","place_type":"city","name":"Sutton","full_name":"Sutton, London","country_code":"GB","country":"United Kingdom","contained_within":[],"bounding_box":{"type":"Polygon","coordinates": [[[-0.24586899999999998,51.321324999999995],[-0.24586899999999998,51.393378999999996],[-0.117306,51.393378999999996],[-0.117306,51.321324999999995]]]},"attributes":{}},"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags": [],"symbols":[],"urls":[],"user_mentions":[{"screen_name":"DannyArratoon","name":"Danny","id":210579473,"id_str":"210579473","indices":[0,14]}]},"favorited":false,"retweeted":false,"filter_level":"medium","lang":"en"} {"created_at":"Sun Dec 01 21:44:59 +0000 2013","id":407264087085953025,"id_str":"407264087085953025","text":"@brontemaria22 #firstin","source":"u003ca href="http://twitter.com/download/iphone" rel="nofollow"u003eTwitter for iPhoneu003c/a u003e","truncated":false,"in_reply_to_status_id":407262865251643392,"in_reply_to_status_id_str":"407262865251643392","in_reply_to_user_id":771468884,"in_reply_to_user_id_str":"771468884","in_reply_to_screen_name":"brontemaria22","user":{"id": 442104599,"id_str":"442104599","name":"zolf","screen_name":"FleurMarie32","location":"","url":null,"description":null,"protected":false,"followers_count":360,"friends_count":238,"listed_count":0,"created_at":"Tue Dec 20 19:13:40 +0000 2011","favourites_count":563,"utc_offset":null,"time_zone":null,"geo_enabled":true,"verified":false,"statuses_count": 3092,"lang":"en","contributors_enabled":false,"is_translator":false,"profile_background_color":"BADFCD","profile_background_image_url":"http://a0.twimg.com/profile_background_images/622665567/ 46ehgxq1mfildvuk2ots.jpeg","profile_background_image_url_https":"https://si0.twimg.com/profile_background_images/622665567/46ehgxq1mfildvuk2ots.jpeg","profile_background_tile":true,"profile_image_url":"http://pbs.twimg.com/profile_images/ 378800000689641927/ed04861205ea2348e935d4a0b0a198e5_normal.jpeg","profile_image_url_https":"https://pbs.twimg.com/profile_images/378800000689641927/ed04861205ea2348e935d4a0b0a198e5_normal.jpeg","profile_banner_url":"https://pbs.twimg.com/ profile_banners/442104599/ 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[0.033526,51.417970999999994],[0.344761,51.417970999999994],[0.344761,51.131789999999995]]]},"attributes":{}},"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[{"text":"firstin","indices":[15,23]}],"symbols":[],"urls": [],"user_mentions":[{"screen_name":"brontemaria22","name":"bronteee","id":771468884,"id_str":"771468884","indices":[0,14]}]},"favorited":false,"retweeted":false,"filter_level":"medium","lang":"en"} {"created_at":"Sun Dec 01 21:44:59 +0000 2013","id":407264087404707840,"id_str":"407264087404707840","text":"Totally forgot about all this stuff.","source":"u003ca href="http://twitter.com/download/iphone" rel="nofollow"u003eTwitter for iPhone u003c/au003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":45353664,"id_str":"45353664","name":"Jay Ferry","screen_name":"Jay_fezz","location":"London ","url":"http://www.facebook.com/jay_fezz","description":"Baker. Not A Candle Stick Maker. Im Perfectly Dysfunctional","protected":false,"followers_count":166,"friends_count":635,"listed_count": 24,"created_at":"Sun Jun 07 15:06:56 +0000 2009","favourites_count":56,"utc_offset":0,"time_zone":"London","geo_enabled":true,"verified":false,"statuses_count":
  • 32. @andypiper Tweet: 140 characters
 ~4KB of information Tweet: 140 characters
 ~4KB of information { "created_at": "Wed Oct 02 15:53:43 +0000 2013", "id": 385432417126739968, "id_str": "385432417126739968", "text": "Learn more about the powerful #Linux container engine @docker in this video intro with @solomonstre - http://t.co/QJLdA1762Y @TwitterOSS", "source": "web", "truncated": false, "in_reply_to_status_id": null, "in_reply_to_status_id_str": null, "in_reply_to_user_id": null, "in_reply_to_user_id_str": null, "in_reply_to_screen_name": null, "user": { "id": 1665823832, "id_str": "1665823832", "name": "Twitter University", "screen_name": "university", "location": "", "description": "Building a culture of learning for @TwitterEng and the world at large", "url": "http://t.co/c8IHJLE1Y8", "entities": { "url": { "urls": [{ "url": "http://t.co/c8IHJLE1Y8", "expanded_url": "http://youtube.com/twitteruniversity", "display_url": "youtube.com/twitteruniversu2026", "indices": [0, 22] }]
  • 33. @andypiper REST APIs let you perform actions
 and look at what happened
  • 34. @andypiper REST APIs let you perform actions
 and look at what happened Tweets GET statuses/show/:id Timelines GET statuses/home_timeline GET statuses/user_timeline GET statuses/mentions_timeline POST statuses/update Search GET search/tweets … Users, Favorites, Direct Messages, Followings & Followers,
 Lists, Saved Searches, Trends, Geo, Spam Reporting
  • 35. @andypiper Enrich mobile apps with 
 live contextual data from Twitter
  • 37. Let’s talk code! :) @andypiper
  • 41. @andypiper Useful links Automation best practices t.co/automate Developer Rules of the Road t.co/develror
  • 42. @andypiper Streaming APIs t.co/streaming More resources REST API t.co/rest Create apps t.co/apps Open Source @Twitter t.co/opensource Developer discussions t.co/discuss Certified Products t.co/certified