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#IO17_2017-05-19_09-33-23.xlsx
#IO17_2017-05-19_09-33-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 19, 2017
Short Description:
#IO17 via NodeXL http://bit.ly/2qBJU4M
@google
@chromedevtools
@csharpcorner
@unicodeveloper
@brandonlyfe_
@vrscout
@paul_irish

Description:
Description
The graph represents a network of 265 Twitter users whose recent tweets contained "#IO17", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 19 May 2017 at 16:33 UTC.

The tweets in the network were tweeted over the 12-minute period from Friday, 19 May 2017 at 16:20 UTC to Friday, 19 May 2017 at 16:33 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 265
Unique Edges : 292
Edges With Duplicates : 43
Total Edges : 335
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.0182648401826484
Reciprocated Edge Ratio : 0.0358744394618834
Connected Components : 102
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 84
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.960433
Graph Density : 0.00318753573470555
Modularity : 0.747084
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.google.com/io
[6] https://www.fastcodesign.com/90126146/4-ways-google-is-fixing-vrs-terrible-ux?utm_content=buffer4bd47&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://vrscout.com/news/dance-lcd-soundsystem-vr-music-web/
[4] http://www.jagatgururampalji.org
[4] https://www.youtube.com/watch?v=hU89pPBmhds&feature=youtu.be
[3] https://twitter.com/i/web/status/865597932141035520
[2] https://news.fastcompany.com/google-sees-shopping-as-the-first-real-world-use-of-augmented-reality-4038262?utm_content=buffer9cbae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://gadgets.ndtv.com/apps/news/google-assistant-features-payment-api-ifttt-app-directory-1695728
[2] http://spotry.me/2017/google-photos-object-removal-feature-demo/?utm_content=bufferbea99&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.youtube.com/watch?v=lH5aywLo-Ic&feature=youtu.be

Top URLs in Tweet in G1:
[2] https://twitter.com/i/web/status/865597932141035520
[1] https://www.starlightdreamstudio.com/blog-1/2017/5/19/day-3-google-io-2017-live-streams
[1] https://www.instagram.com/p/BUR8sRmFtc3/
[1] https://twitter.com/i/web/status/865286817138036736
[1] https://getpocket.com/s/MThsy
[1] https://twitter.com/i/web/status/865604269096947712
[1] https://www.instagram.com/p/BUR9KHKlj4B/
[1] http://www.7dnn.net/%d8%ac%d9%88%d8%ac%d9%84-%d8%aa%d8%af%d8%b9%d9%85-%d8%b1%d8%b3%d9%85%d9%8a%d9%8b%d8%a7-%d9%84%d8%ba%d8%a9-%d8%a7%d9%84%d8%a8%d8%b1%d9%85%d8%ac%d8%a9-%d8%a7%d9%84%d8%ac%d8%af%d9%8a%d8%af%d8%a9-kotlin/
[1] http://paper.li/23Emm/1329762384?edition_id=e281a4e0-3caf-11e7-9571-002590a5ba2d
[1] https://www.fastcodesign.com/90126146/4-ways-google-is-fixing-vrs-terrible-ux?utm_content=buffer4bd47&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[6] https://vrscout.com/news/dance-lcd-soundsystem-vr-music-web/
[5] https://www.fastcodesign.com/90126146/4-ways-google-is-fixing-vrs-terrible-ux?utm_content=buffer4bd47&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.digitalisons-nous.com/2017/05/19/google-io-a-confirme-une-chose-google-est-une-entreprise-vraiment-ennuyeuse/
[1] https://theringer.com/google-io-conference-shazam-for-everything-artificial-intelligence-ea16131f66fd?utm_content=bufferc434b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/865586506622095362

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=lH5aywLo-Ic&feature=youtu.be
[1] https://twitter.com/i/web/status/865597785109782530

Top URLs in Tweet in G4:
[1] http://www.youtube.com/Firebase

Top URLs in Tweet in G5:
[2] https://events.google.com/io/schedule/?section=may-19&sid=fed907cf-4b51-4337-8ee0-43bca96dec08
[1] https://twitter.com/i/web/status/865604345760555009

Top URLs in Tweet in G6:
[1] https://events.google.com/io/schedule/?section=may-19&sid=7bf31aed-1c69-48dd-9a89-1f292f452d3d&track=mobileweb

Top URLs in Tweet in G7:
[6] https://www.google.com/io
[1] https://twitter.com/i/web/status/865597932141035520

Top URLs in Tweet in G8:
[1] https://events.google.com/io/schedule/?section=may-19&sid=e8436b55-ea89-4243-a644-5ecb319d9ef0

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=5DknTFbcGVM&t
[1] https://twitter.com/i/web/status/865308142665703424

Top Domains
Top Domains in Tweet in Entire Graph:
[28] twitter.com
[14] youtube.com
[12] paper.li
[11] google.com
[6] fastcodesign.com
[6] vrscout.com
[4] instagram.com
[4] jagatgururampalji.org
[4] techcrunch.com
[3] shopyourway.com

Top Domains in Tweet in G1:
[9] twitter.com
[5] paper.li
[4] instagram.com
[1] starlightdreamstudio.com
[1] getpocket.com
[1] 7dnn.net
[1] fastcodesign.com
[1] facebook.com
[1] nikkei.com
[1] t.co

Top Domains in Tweet in G2:
[6] vrscout.com
[5] fastcodesign.com
[1] digitalisons-nous.com
[1] theringer.com
[1] twitter.com

Top Domains in Tweet in G3:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] youtube.com

Top Domains in Tweet in G5:
[2] google.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] google.com

Top Domains in Tweet in G7:
[6] google.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] google.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] io17
[10] androiddev
[8] vr
[7] io17jp
[6] gamedev
[6] indiedev
[6] google
[6] kubernetes
[5] imissgeocities
[5] googleio2017



Top Hashtags in Tweet in G1:
[46] io17
[6] google
[3] googleio2017
[3] io17jp
[2] machinelearning
[2] defstar5
[2] makeyourownlane
[2] mpgvip
[2] helloworld
[2] napptilusio17

Top Hashtags in Tweet in G2:
[19] io17
[1] chromedevtools
[1] googleio

Top Hashtags in Tweet in G3:
[20] io17
[2] toolsarecool
[2] developers
[2] javascript
[2] css

Top Hashtags in Tweet in G4:
[11] io17
[4] firebase
[1] toolsarecool

Top Hashtags in Tweet in G5:
[5] io17

Top Hashtags in Tweet in G6:
[3] io17

Top Hashtags in Tweet in G7:
[6] io17

Top Hashtags in Tweet in G8:
[2] io17

Top Hashtags in Tweet in G9:
[6] io17
[6] vr
[6] gamedev
[6] indiedev

Top Hashtags in Tweet in G10:
[6] io17

Top Words
Top Words in Tweet in Entire Graph:
[77] Words in Sentiment List#1: Positive
[45] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3326] Non-categorized Words
[3448] Total Words
[240] io17
[59] google
[23] tensorflow
[21] talk
[18] machine

Top Words in Tweet in G1:
[46] io17
[16] google
[4] day
[4] tech
[4] android
[4] latest
[4] daily
[3] ai
[3] today
[3] new

Top Words in Tweet in G2:
[19] io17
[12] google
[12] s
[6] dancing
[6] night
[6] lcd
[6] soundsystem
[6] vr
[6] music
[6] experience

Top Words in Tweet in G3:
[20] io17
[11] paul_irish
[7] chromedevtools
[6] now
[6] console
[5] hellonehha
[4] much
[4] live
[4] coverage
[2] exhales

Top Words in Tweet in G4:
[11] io17
[9] firebase
[8] functions
[6] cloud
[5] ml
[5] stage
[5] rjhacks
[4] 7
[4] ok
[4] laurenzlong

Top Words in Tweet in G5:
[5] io17
[5] talk
[4] flutterio
[3] designer
[3] _fionayeung
[3] dvdwasibi
[2] meet
[2] eng
[2] flutter
[2] patio

Top Words in Tweet in G6:
[3] building
[3] marrrr
[3] io17
[2] gt
[2] next
[2] billion
[2] users
[2] taloppenheimer
[2] robertnyman
[2] start

Top Words in Tweet in G7:
[6] timothyjordan
[6] touring
[6] io17
[6] between
[6] sessions
[4] googledevs
[4] getting
[4] inside
[4] scoop
[4] find

Top Words in Tweet in G8:
[2] join
[2] friday
[2] io17
[2] talking
[2] pwas
[2] w
[2] reactjs
[2] preactjs
[2] vuejs
[2] polymer

Top Words in Tweet in G9:
[6] challenge
[6] accepted
[6] io17
[6] vr
[6] gamedev
[6] indiedev
[5] mrsdragos

Top Words in Tweet in G10:
[7] tensorflow
[6] io17
[4] see
[4] high
[4] schooler
[4] abu
[4] qader
[4] uses
[4] detect
[4] breast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] machine,learning
[16] google,io17
[9] timothyjordan,touring
[8] see,high
[8] high,schooler
[8] schooler,abu
[8] abu,qader
[8] qader,uses
[8] uses,tensorflow
[8] tensorflow,detect

Top Word Pairs in Tweet in G1:
[3] google,io17
[3] shoreline,amphitheatre
[3] amphitheatre,mountain
[3] mountain,view
[3] io17,io17jp
[3] googledevs,timothyjordan
[3] timothyjordan,touring
[3] touring,io17
[3] io17,getting
[3] getting,inside

Top Word Pairs in Tweet in G2:
[6] dancing,night
[6] night,lcd
[6] lcd,soundsystem
[6] soundsystem,s
[6] s,vr
[6] vr,music
[6] music,experience
[6] experience,io17
[5] google,isn
[5] isn,t

Top Word Pairs in Tweet in G3:
[4] console,paul_irish
[4] paul_irish,io17
[2] exhales,made
[2] made,day
[2] day,thanks
[2] thanks,chromedevtools
[2] chromedevtools,team
[2] team,much
[2] much,yumminess
[2] yumminess,io17

Top Word Pairs in Tweet in G4:
[6] cloud,functions
[4] stage,7
[3] ml,cloud
[3] laurenzlong,rjhacks
[3] rjhacks,talk
[3] functions,firebase
[3] machine,learning
[3] learning,cloud
[2] excited,hear
[2] hear,firebase

Top Word Pairs in Tweet in G5:
[3] flutterio,talk
[2] io17,meet
[2] meet,designer
[2] designer,_fionayeung
[2] _fionayeung,eng
[2] eng,dvdwasibi
[2] dvdwasibi,flutter
[2] flutter,talk
[2] talk,patio
[2] patio,next

Top Word Pairs in Tweet in G6:
[2] building,next
[2] next,billion
[2] billion,users
[2] users,taloppenheimer
[2] taloppenheimer,marrrr
[2] marrrr,robertnyman
[2] robertnyman,start
[2] start,io17

Top Word Pairs in Tweet in G7:
[6] timothyjordan,touring
[6] between,sessions
[4] touring,io17
[4] io17,getting
[4] getting,inside
[4] inside,scoop
[4] scoop,find
[4] find,between
[4] sessions,https
[3] googledevs,timothyjordan

Top Word Pairs in Tweet in G8:
[2] join,friday
[2] friday,io17
[2] io17,talking
[2] talking,pwas
[2] pwas,w
[2] w,reactjs
[2] reactjs,preactjs
[2] preactjs,vuejs
[2] vuejs,polymer
[2] polymer,more

Top Word Pairs in Tweet in G9:
[6] challenge,accepted
[6] accepted,io17
[6] io17,vr
[6] vr,gamedev
[6] gamedev,indiedev
[5] mrsdragos,challenge

Top Word Pairs in Tweet in G10:
[4] see,high
[4] high,schooler
[4] schooler,abu
[4] abu,qader
[4] qader,uses
[4] uses,tensorflow
[4] tensorflow,detect
[4] detect,breast
[4] breast,cancer
[4] cancer,io17

Top Replied-To
Top Replied-To in Entire Graph:
@kazunori_279

Top Mentioned
Top Mentioned in Entire Graph:
@google
@paul_irish
@chromedevtools
@timothyjordan
@rjhacks
@vrscout
@mrsdragos
@tensorflow
@hellonehha
@csteinert

Top Mentioned in G1:
@bourseettrading
@23emm

Top Mentioned in G2:
@google
@vrscout
@fastcodesign
@sketchfab
@albn
@chromedevtools
@alyssabereznak

Top Mentioned in G3:
@paul_irish
@chromedevtools
@hellonehha
@dvidsilva
@henrihelvetica
@goutaste

Top Mentioned in G4:
@rjhacks
@ok
@laurenzlong
@firebase
@inlined
@ultrasaurus
@henrihelvetica
@chromedevtools
@paul_irish

Top Mentioned in G5:
@flutterio
@_fionayeung
@dvdwasibi
@mraleph

Top Mentioned in G6:
@marrrr
@taloppenheimer
@robertnyman
@chromiumdev

Top Mentioned in G7:
@timothyjordan
@googledevs

Top Mentioned in G8:
@reactjs
@preactjs
@vuejs
@polymer
@addyosmani

Top Mentioned in G9:
@mrsdragos

Top Mentioned in G10:
@tensorflow
@googlecloud

Top Tweeters
Top Tweeters in Entire Graph:
@nontey
@el_universal_mx
@7daysmagz
@alevergara78
@psarmmiey
@game_developers
@zito_bares
@matsudamper
@fastcompany
@techcrunch

Top Tweeters in G1:
@7daysmagz
@game_developers
@basque_design
@g123k
@gatlingxyz
@bourseettrading
@edtech_llc
@justinangel
@milosgajdos
@ic

Top Tweeters in G2:
@google
@fastcodesign
@csharpcorner
@johann_mg
@albn
@brandonlyfe_
@sketchfab
@sxren
@west_syed
@alyssabereznak

Top Tweeters in G3:
@paul_irish
@henrihelvetica
@inphamela
@auchenberg
@dvidsilva
@azizantoun
@goutaste
@tevko
@hellonehha
@chromedevtools

Top Tweeters in G4:
@unicodeveloper
@ultrasaurus
@ok
@inlined
@firebase
@jdluna
@laurenzlong
@rjhacks

Top Tweeters in G5:
@psarmmiey
@mraleph
@d2kx_
@_fionayeung
@a_albiani
@flutterio
@dvdwasibi

Top Tweeters in G6:
@robertnyman
@bermanhale
@chromiumdev
@gokul_i
@marrrr
@taloppenheimer

Top Tweeters in G7:
@androidbot_
@tepa_1002121
@googledevs
@timothyjordan
@androiddev
@minbprogtirest1

Top Tweeters in G8:
@addyosmani
@bondparkerbond
@vuejs
@reactjs
@preactjs
@polymer

Top Tweeters in G9:
@alphasystech
@indiedevsharer
@gamedevsharer
@gandhivivek96
@thegamedevbot
@mrsdragos

Top Tweeters in G10:
@googleforedu
@googlecloud
@larasguimaraes
@augoustinosbou1
@sebastien_wood
@tensorflow