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on wednesday 2nd october i presented to a group of students at MIT on Twitter API Data. this is the presentation i gave them.
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Visualizing the real-time information network
Visualizing the real-time information network
@themattharris@kmonkeyjam
Global Conversation
http://www.flickr.com/photos/twitteroffice/7420677428/
Geographical
http://www.flickr.com/photos/twitteroffice/8798022019/
Getting Started
http://www.flickr.com/photos/chberge/3770601501/
@TwitterEng | HackMIT
URL: https://dev.twitter.com
Creating an App
7
@TwitterEng | HackMIT
URL: https://dev.twitter.com/apps
Creating an App
8
@TwitterEng | HackMIT
URL: https://dev.twitter.com/apps/new
Creating an App
9
@TwitterEng | HackMIT
URL: https://dev.twitter.com/apps/12345/show
OAuth Tokens
10
@TwitterEng | HackMIT
Core Objects
11
User
Timeline Social Graph
Tweet
@TwitterEng | HackMIT
User
12
User
Timeline Social Graph
Tweet
@TwitterEng | HackMIT
User
13
@TwitterEng | HackMIT
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] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "status": { "created_at": "Mon Sep 30 22:46:44 +0000 2013", "id": 384811580208082944, "id_str": "384811580208082944", "text": "the professor and i are deriving ... \/cc @jmhodges", "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, "geo": null, "coordinates": null, "place": null, "contributors": null, "retweet_count": 0, "favorite_count": 1, "entities": { "hashtags": [
], "symbols": [
], "urls": [
], "user_mentions": [ { "screen_name": "jmhodges", "name": "Jeff Hodges", "id": 9267272, "id_str": "9267272", "indices": [ 41, 50 ] } ] }, "favorited": false, "retweeted": false, "lang": "en" }, "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": false}
@TwitterEng | HackMIT
User
15
{ "id": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [ 0, 22 ] } ] }, "description": { "urls": [
] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "status": { "created_at": "Mon Sep 30 22:46:44 +0000 2013", "id": 384811580208082944, "id_str": "384811580208082944", "text": "the professor and i are deriving ... \/cc @jmhodges", "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, "geo": null, "coordinates": null, "place": null, "contributors": null, "retweet_count": 0, "favorite_count": 1, "entities": { "hashtags": [
], "symbols": [
], "urls": [
], "user_mentions": [ { "screen_name": "jmhodges", "name": "Jeff Hodges", "id": 9267272, "id_str": "9267272", "indices": [ 41, 50 ] } ] }, "favorited": false, "retweeted": false, "lang": "en" }, "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": false}
{ "id": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "protected": false, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "lang": "en",
@TwitterEng | HackMIT
User
16
{ "id": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [ 0, 22 ] } ] }, "description": { "urls": [
] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "status": { "created_at": "Mon Sep 30 22:46:44 +0000 2013", "id": 384811580208082944, "id_str": "384811580208082944", "text": "the professor and i are deriving ... \/cc @jmhodges", "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, "geo": null, "coordinates": null, "place": null, "contributors": null, "retweet_count": 0, "favorite_count": 1, "entities": { "hashtags": [
], "symbols": [
], "urls": [
], "user_mentions": [ { "screen_name": "jmhodges", "name": "Jeff Hodges", "id": 9267272, "id_str": "9267272", "indices": [ 41, 50 ] } ] }, "favorited": false, "retweeted": false, "lang": "en" }, "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": false}
"followers_count": 8586, "friends_count": 486, "listed_count": 314, "favourites_count": 338, "statuses_count": 4874,
@TwitterEng | HackMIT
Tweet
17
User
Timeline Social Graph
Tweet
@TwitterEng | HackMIT
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18
@TwitterEng | HackMIT
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19
140 Characters
@TwitterEng | HackMIT
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~200 bytes
@TwitterEng | HackMIT
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@TwitterEng | HackMIT
Tweet
22
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [0, 22] } ] }, "description": { "urls": [ ] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": null }, "geo": null, "coordinates": null, "place": { "id": "5a110d312052166f", "url": "https:\/\/api.twitter.com\/1.1\/geo\/id\/5a110d312052166f.json", "place_type": "city", "name": "San Francisco", "full_name": "San Francisco, CA", "country_code": "US", "country": "United States", "bounding_box": { "type": "Polygon", "coordinates": [ [ [-122.51368188, 37.70813196], [-122.35845384, 37.70813196], [-122.35845384, 37.83245301], [-122.51368188, 37.83245301] ] ] }, "attributes": { } }, "contributors": null, "retweet_count": 1, "favorite_count": 4, "entities": { "hashtags": [ ], "symbols": [ ], "urls": [ ], "user_mentions": [ ] }, "favorited": false, "retweeted": false, "lang": "en"}
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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,
@TwitterEng | HackMIT
Tweet
23
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [0, 22] } ] }, "description": { "urls": [ ] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": null }, "geo": null, "coordinates": null, "place": { "id": "5a110d312052166f", "url": "https:\/\/api.twitter.com\/1.1\/geo\/id\/5a110d312052166f.json", "place_type": "city", "name": "San Francisco", "full_name": "San Francisco, CA", "country_code": "US", "country": "United States", "bounding_box": { "type": "Polygon", "coordinates": [ [ [-122.51368188, 37.70813196], [-122.35845384, 37.70813196], [-122.35845384, 37.83245301], [-122.51368188, 37.83245301] ] ] }, "attributes": { } }, "contributors": null, "retweet_count": 1, "favorite_count": 4, "entities": { "hashtags": [ ], "symbols": [ ], "urls": [ ], "user_mentions": [ ] }, "favorited": false, "retweeted": false, "lang": "en"}
"user": { "id": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [0, 22]
@TwitterEng | HackMIT
Tweet
24
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [0, 22] } ] }, "description": { "urls": [ ] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": null }, "geo": null, "coordinates": null, "place": { "id": "5a110d312052166f", "url": "https:\/\/api.twitter.com\/1.1\/geo\/id\/5a110d312052166f.json", "place_type": "city", "name": "San Francisco", "full_name": "San Francisco, CA", "country_code": "US", "country": "United States", "bounding_box": { "type": "Polygon", "coordinates": [ [ [-122.51368188, 37.70813196], [-122.35845384, 37.70813196], [-122.35845384, 37.83245301], [-122.51368188, 37.83245301] ] ] }, "attributes": { } }, "contributors": null, "retweet_count": 1, "favorite_count": 4, "entities": { "hashtags": [ ], "symbols": [ ], "urls": [ ], "user_mentions": [ ] }, "favorited": false, "retweeted": false, "lang": "en"}
"place": { "id": "5a110d312052166f", "url": "https:\/\/api.twitter.com\/1.1\/geo\/id\/5a110d312052166f.json", "place_type": "city", "name": "San Francisco", "full_name": "San Francisco, CA", "country_code": "US", "country": "United States", "bounding_box": { "type": "Polygon", "coordinates": [ [ [-122.51368188, 37.70813196], [-122.35845384, 37.70813196], [-122.35845384, 37.83245301], [-122.51368188, 37.83245301] ] ] },
@TwitterEng | HackMIT
Tweet
25
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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": 777925, "id_str": "777925", "name": "Matt Harris", "screen_name": "themattharris", "location": "SFO\/LHR\/YVR\/JAX\/IAD", "description": "PECoS @twitter. Married to @cindyli. Kryptonite hurts me.", "url": "http:\/\/t.co\/ZDjyFfevMF", "entities": { "url": { "urls": [ { "url": "http:\/\/t.co\/ZDjyFfevMF", "expanded_url": "http:\/\/about.me\/themattharris", "display_url": "about.me\/themattharris", "indices": [0, 22] } ] }, "description": { "urls": [ ] } }, "protected": false, "followers_count": 8586, "friends_count": 486, "listed_count": 314, "created_at": "Sat Feb 17 20:49:54 +0000 2007", "favourites_count": 338, "utc_offset": -25200, "time_zone": "Pacific Time (US & Canada)", "geo_enabled": true, "verified": false, "statuses_count": 4874, "lang": "en", "contributors_enabled": false, "is_translator": false, "profile_background_color": "C0DEED", "profile_background_image_url": "http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_image_url_https": "https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png", "profile_background_tile": false, "profile_image_url": "http:\/\/a0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_image_url_https": "https:\/\/si0.twimg.com\/profile_images\/554181350\/matt_normal.jpg", "profile_banner_url": "https:\/\/pbs.twimg.com\/profile_banners\/777925\/1351367661", "profile_link_color": "0084B4", "profile_sidebar_border_color": "C0DEED", "profile_sidebar_fill_color": "DDEEF6", "profile_text_color": "333333", "profile_use_background_image": true, "default_profile": true, "default_profile_image": false, "following": true, "follow_request_sent": false, "notifications": null }, "geo": null, "coordinates": null, "place": { "id": "5a110d312052166f", "url": "https:\/\/api.twitter.com\/1.1\/geo\/id\/5a110d312052166f.json", "place_type": "city", "name": "San Francisco", "full_name": "San Francisco, CA", "country_code": "US", "country": "United States", "bounding_box": { "type": "Polygon", "coordinates": [ [ [-122.51368188, 37.70813196], [-122.35845384, 37.70813196], [-122.35845384, 37.83245301], [-122.51368188, 37.83245301] ] ] }, "attributes": { } }, "contributors": null, "retweet_count": 1, "favorite_count": 4, "entities": { "hashtags": [ ], "symbols": [ ], "urls": [ ], "user_mentions": [ ] }, "favorited": false, "retweeted": false, "lang": "en"}
"contributors": null, "retweet_count": 1, "favorite_count": 4, "entities": { "hashtags": [ ], "symbols": [ ], "urls": [ ], "user_mentions": [ ] }, "favorited": false, "retweeted": false, "lang": "en"
@TwitterEng | HackMIT
Timeline
26
User
Timeline Social Graph
Tweet
@TwitterEng | HackMIT
Timeline (User)
27
@TwitterEng | HackMIT
Timeline (Home)
28
@TwitterEng | HackMIT
Timeline
29
User
Timeline Social Graph
Tweet
@TwitterEng | HackMIT
Social Graph
30
Follows
Followed By
@TwitterEng | HackMIT
Social Graph
31
Follows
Followed By
@TwitterEng | HackMIT
Social Graph
32
Follows
@TwitterEng | HackMIT
Social Graph
33
FollowsFollows
Follows
Followed By
@TwitterEng | HackMIT
Social Graph
34
FollowsFollows
Followed By
Follows
Got Data?Got Data?
http://www.flickr.com/photos/nickwheeleroz/2669814012/
@TwitterEng | HackMIT
Sources
36
Search
Streaming Snapshot
Timelines
@TwitterEng | HackMIT
Sources
37
Search
Streaming Snapshot
Timelines
On Demand
Relevance Based
Rate Limited
Historical
@TwitterEng | HackMIT
Sources
38
Search
Streaming Snapshot
Timelines
On Demand
User Based
Rate Limited
Historical
@TwitterEng | HackMIT
Sources
39
Search
Streaming Snapshot
TimelinesLong Poll
Targetted
Sampled
Real Time
@TwitterEng | HackMIT
Sources
40
Search
Streaming Snapshot
Timelines
Event Focused
Sampled
Historical
@TwitterEng | HackMIT
Snapshots
41
Breaking Bad Final Season
“Felina” 9/29
Boston Redsox Game7/29
#breakingbad, #felina#redsox, @redsox, @Raysbaseball
Breaking Bad Final Season
“Bloodmoney” 8/11
#breakingbad, #bloodmoney
@TwitterEng | HackMIT
Things to know
42
use _str
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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,
@TwitterEng | HackMIT
Things to know
43
use _str
{ "created_at": "Thu Sep 19 17:43:52 +0000 2013", "id": 380749093766561793, "id_str": "380749093766561793", "text": "iOS7: battery life not included", "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,
@TwitterEng | HackMIT
Things to know
44
use _str
(380749093766561793).toString()"380749093766561800"
@TwitterEng | HackMIT
Things to know
45
use _str
(380749093766561793).toString()"380749093766561800"
@TwitterEng | HackMIT
Things to know
46
use _str
console
rate limits
@TwitterEng | HackMIT
Things to know
47
use _str
console support
rate limits
@TwitterEng | HackMIT
Docshttps://dev.twitter.comhttps://dev.twitter.com/console
Codehttps://github.com/mbilotti/hashtag_aggregatorhttps://github.com/kmonkeyjam/trends_cloudhttps://github.com/twitter/hbc
Visualshttp://www.flickr.com/photos/twitteroffice/sets/72157633647745984/
48
@TwitterEng | HackMIT
Come and see us
49
@TwitterEng | HackMIT
Demo
50
