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scoble_2017-09-14_05-36-58.xlsx
scoble_2017-09-14_05-36-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
scoble via NodeXL http://bit.ly/2eYrOCF
@xvhhvx
@scobleizer
@jbernoff
@dma_usa
@shelisrael
@sylviegendreau
@petersyravong
@bizradio111

Description:
Description
The graph represents a network of 372 Twitter users whose tweets in the requested range contained "scoble", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 12:38 UTC.

The requested start date was Thursday, 14 September 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 56-minute period from Thursday, 31 August 2017 at 02:11 UTC to Wednesday, 13 September 2017 at 23:07 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 : 372
Unique Edges : 407
Edges With Duplicates : 63
Total Edges : 470
Self-Loops : 103
Reciprocated Vertex Pair Ratio : 0.032069970845481
Reciprocated Edge Ratio : 0.0621468926553672
Connected Components : 91
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 142
Maximum Edges in a Connected Component : 143
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.986758
Graph Density : 0.00256499434831754
Modularity : 0.695136
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://andthen.thedma.org/speakers/robert-scoble/
[5] http://www.thevrara.com/events/2017/10/2/ar-the-future-of-work-online-class
[4] http://dy.si/bLjaD
[3] https://withoutbullshit.com/blog/robert-scoble-wrong-iphone-x-hes-mensch?utm_content=bufferf2b9d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://andthen.thedma.org/?utm_source=twitter&utm_medium=social&utm_campaign=robert-scoble
[2] https://www.facebook.com/RobertScoble/posts/10155687824189655?utm_content=buffer5f3c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://withoutbullshit.com/blog/robert-scoble-wrong-iphone-x-hes-mensch
[2] https://thedma.org/?p=25006%26utm_source=social-button%26utm_medium=website
[2] http://thedma.org/news/tech-evangelist-robert-scoble-to-dissect-new-apple-technology-for-marketers-at-dmas-then/
[2] http://www.adweek.com/news/technology/robert-scobles-22-tips-better-facebook-engagement-164995

Top URLs in Tweet in G2:
[2] http://www.adweek.com/news/technology/robert-scobles-22-tips-better-facebook-engagement-164995
[2] http://thedma.org/news/tech-evangelist-robert-scoble-to-dissect-new-apple-technology-for-marketers-at-dmas-then/
[1] http://feeds.feedburner.com/~r/MobileWorldCongress-OSS-BSS-Consulting/~3/KQCujXwFneQ/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=ossbss_ami_ucc
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.innovatorsmag.com%2Fscoble-joins-san-francisco-showcase%2F&ct=ga&cd=CAIyHDZhNmFlYzgxMjAwZjVmMDU6Y28uaW46ZW46SU4&usg=AFQjCNHGQadBenIVnw2xfxtPuSNzfTyWcQ&utm_source=dlvr.it&utm_medium=twitter
[1] https://fb.me/2lD9v8xDD
[1] https://news.crunchbase.com/news/funding-bliss-mindfulness-startups-scale/?utm_source=cb_daily&utm_medium=email&utm_campaign=20170901&utm_content=intro&utm_term=content&send_email=matt.scoble@avalara.com
[1] https://twitter.com/i/web/status/903738993770201092
[1] http://globerunner.com/top-100-tech-influencers-on-twitter/
[1] https://www.flickr.com/photos/scoble/36866378591
[1] https://fb.me/6caHpIkHj

Top URLs in Tweet in G3:
[12] https://andthen.thedma.org/speakers/robert-scoble/
[3] https://withoutbullshit.com/blog/robert-scoble-wrong-iphone-x-hes-mensch?utm_content=bufferf2b9d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://andthen.thedma.org/?utm_source=twitter&utm_medium=social&utm_campaign=robert-scoble
[2] https://withoutbullshit.com/blog/robert-scoble-wrong-iphone-x-hes-mensch
[2] https://www.theymakemesmarter.com/blog-free-tool/tfs-008-robert-scoble
[2] https://thedma.org/?p=25006%26utm_source=social-button%26utm_medium=website
[1] https://twitter.com/i/web/status/907208099248951297
[1] https://twitter.com/i/web/status/907725770856042496
[1] https://twitter.com/i/web/status/908088157043875841
[1] https://twitter.com/i/web/status/907958987647340545

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/907227237790965762

Top URLs in Tweet in G6:
[2] https://twitter.com/thexzaminer/status/903664060629221376
[1] https://twitter.com/i/web/status/906235429376151553

Top URLs in Tweet in G7:
[5] http://www.thevrara.com/events/2017/10/2/ar-the-future-of-work-online-class
[2] https://www.facebook.com/RobertScoble/posts/10155687824189655?utm_content=buffer5f3c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/908001064930160640

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/907661195653591041

Top URLs in Tweet in G10:
[1] https://twitter.com/thisisanfield/status/906493605195513856

Top Domains
Top Domains in Tweet in Entire Graph:
[40] twitter.com
[19] thedma.org
[19] fb.me
[8] facebook.com
[5] thevrara.com
[5] withoutbullshit.com
[4] t.co
[4] instagram.com
[4] dy.si
[2] adweek.com

Top Domains in Tweet in G2:
[12] fb.me
[9] twitter.com
[4] instagram.com
[4] t.co
[3] facebook.com
[2] adweek.com
[2] thedma.org
[1] feedburner.com
[1] google.com
[1] crunchbase.com

Top Domains in Tweet in G3:
[17] thedma.org
[10] twitter.com
[5] withoutbullshit.com
[2] theymakemesmarter.com
[1] geekwire.com
[1] soundcloud.com
[1] youtube.com

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

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[5] thevrara.com
[2] facebook.com

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

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] andthen17
[23] appleevent
[15] ar
[12] technology
[8] marketers
[7] arkit
[7] ymm
[5] facebooklive
[5] vr
[4] digital



Top Hashtags in Tweet in G2:
[9] andthen17
[5] appleevent
[4] technology
[4] marketers
[4] digital
[3] ar
[2] facebooktips
[2] mwca17
[2] hydepark
[2] london

Top Hashtags in Tweet in G3:
[22] andthen17
[18] appleevent
[6] ar
[4] technology
[4] marketers
[4] vr
[3] facebooklive
[3] iphonex
[3] theymakemesmarter
[2] 4thtransformation

Top Hashtags in Tweet in G5:
[7] ymm

Top Hashtags in Tweet in G7:
[2] arkit
[2] ar

Top Hashtags in Tweet in G8:
[5] arkit

Top Words
Top Words in Tweet in Entire Graph:
[125] Words in Sentiment List#1: Positive
[42] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4320] Non-categorized Words
[4487] Total Words
[292] scoble
[158] dan
[143] daniel
[143] jaems
[142] xvhhvx

Top Words in Tweet in G1:
[143] dan
[143] scoble
[143] daniel
[143] jaems
[142] xvhhvx

Top Words in Tweet in G2:
[53] scoble
[41] robert
[11] new
[9] ar
[9] tech
[9] apple
[9] andthen17
[7] evangelist
[6] culture
[6] facebook

Top Words in Tweet in G3:
[35] robert
[29] scobleizer
[22] andthen17
[18] scoble
[18] appleevent
[18] keynote
[16] dma_usa
[16] scoble's
[16] take
[15] unveil

Top Words in Tweet in G4:
[12] fitness
[12] hunk
[12] dan
[12] scoble
[12] cal_mcdougall
[11] mrpeaksnvalleys

Top Words in Tweet in G5:
[16] 100
[16] united
[16] way
[8] faces
[8] 34
[8] angela
[8] scoble
[8] volunteer
[8] suncorenergy
[8] sayatauro

Top Words in Tweet in G6:
[3] grace_scoble
[2] post
[2] twitter
[2] hoss
[2] way
[2] cute
[2] eyebrows
[2] cancelled
[2] none
[2] know

Top Words in Tweet in G7:
[7] ar
[7] robert
[7] scoble
[5] future
[5] work
[5] online
[5] class
[5] shel
[5] israel
[4] thevrara

Top Words in Tweet in G8:
[5] scoble's
[5] mea
[5] culpa
[5] apple
[5] ar
[5] predictions
[5] good
[5] read
[5] retrospective
[5] arkit

Top Words in Tweet in G9:
[3] words
[2] 1952
[2] list
[2] recommended
[2] genteelisms
[2] replace
[2] normal
[2] vocabulary
[2] few
[2] notes

Top Words in Tweet in G10:
[4] scoble_golf
[2] turnergolfing
[2] 50
[2] quite
[2] l_gorman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] dan,scoble
[143] scoble,daniel
[143] daniel,jaems
[142] xvhhvx,dan
[72] robert,scoble
[22] andthen17,keynote
[22] keynote,robert
[17] appleevent,unveil
[17] unveil,andthen17
[17] robert,scobleizer

Top Word Pairs in Tweet in G1:
[143] dan,scoble
[143] scoble,daniel
[143] daniel,jaems
[142] xvhhvx,dan

Top Word Pairs in Tweet in G2:
[36] robert,scoble
[7] tech,evangelist
[7] evangelist,robert
[6] scoble,dissect
[6] dissect,new
[6] new,apple
[6] apple,technology
[6] technology,marketers
[4] marketers,dma's
[4] dma's,andthen17

Top Word Pairs in Tweet in G3:
[18] robert,scoble
[18] andthen17,keynote
[18] keynote,robert
[15] appleevent,unveil
[15] unveil,andthen17
[15] robert,scobleizer
[15] scobleizer,scoble's
[15] scoble's,take
[12] dma_usa,appleevent
[7] iphone,x

Top Word Pairs in Tweet in G4:
[12] fitness,hunk
[12] hunk,dan
[12] dan,scoble
[12] scoble,cal_mcdougall
[11] mrpeaksnvalleys,fitness

Top Word Pairs in Tweet in G5:
[16] united,way
[8] 100,faces
[8] faces,united
[8] way,34
[8] 34,100
[8] 100,angela
[8] angela,scoble
[8] scoble,united
[8] way,volunteer
[8] volunteer,suncorenergy

Top Word Pairs in Tweet in G6:
[2] post,twitter
[2] twitter,hoss
[2] hoss,way
[2] way,cute
[2] eyebrows,cancelled
[2] cancelled,none
[2] none,know
[2] know,act

Top Word Pairs in Tweet in G7:
[7] robert,scoble
[5] ar,future
[5] future,work
[5] work,online
[5] online,class
[5] class,robert
[5] scoble,shel
[5] shel,israel
[4] thevrara,ar
[2] arkit,robert

Top Word Pairs in Tweet in G8:
[5] scoble's,mea
[5] mea,culpa
[5] culpa,apple
[5] apple,ar
[5] ar,predictions
[5] predictions,good
[5] good,read
[5] read,retrospective
[5] retrospective,arkit
[5] arkit,build

Top Word Pairs in Tweet in G9:
[2] 1952,list
[2] list,recommended
[2] recommended,genteelisms
[2] genteelisms,replace
[2] replace,normal
[2] normal,words
[2] words,vocabulary
[2] vocabulary,few
[2] few,notes
[2] chris_scoble,markwalley13

Top Word Pairs in Tweet in G10:
[2] turnergolfing,scoble_golf

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@xvhhvx
@scobleizer
@dma_usa
@cal_mcdougall
@mrpeaksnvalleys
@suncorenergy
@sayatauro
@fridhed
@fmunitedway
@kentbye

Top Mentioned in G1:
@xvhhvx

Top Mentioned in G2:
@greenvillencart

Top Mentioned in G3:
@scobleizer
@dma_usa
@jbernoff
@robert
@augieray
@sylviegendreau
@jgownder
@shelisrael
@johnnosta
@robconeybeer

Top Mentioned in G4:
@cal_mcdougall
@mrpeaksnvalleys

Top Mentioned in G5:
@suncorenergy
@sayatauro
@fridhed
@fmunitedway

Top Mentioned in G6:
@abituttle
@okoktati
@jordynmacias1
@submarine4813
@grace_scoble

Top Mentioned in G7:
@thevrara
@ctricot

Top Mentioned in G8:
@kentbye

Top Mentioned in G9:
@markwalley13
@haggardhawks
@gunsatbatasi
@chris_scoble

Top Mentioned in G10:
@scoble_golf
@turnergolfing
@yourgolftravel

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@startupcrunch
@mskeou
@complexabel
@markmilleritpro
@s2_sasanaka
@curationsuite
@_maeander
@hadelry
@koringo_jp

Top Tweeters in G1:
@mskeou
@complexabel
@s2_sasanaka
@hadelry
@ayazo
@maruka1001
@rhodanthe_tr
@_28454
@shousostripper
@shoutforlife

Top Tweeters in G2:
@startupcrunch
@markmilleritpro
@ossbss_ami_ucc
@stiel
@chrisabraham
@echenze
@touchpointent
@donmalloy
@homotography
@jeanniecw

Top Tweeters in G3:
@calcaware
@johnnosta
@scobleizer
@augieray
@rtraino
@dma_usa
@vassko
@stephendale
@petersyravong
@bizradio111

Top Tweeters in G4:
@mrpeaksnvalleys
@modelviews
@jasonk27
@21cumm
@closetcase760
@todd02370
@mrbuitenzorg
@spectacularbody
@turingboys
@misterjcolero

Top Tweeters in G5:
@rvthomas67
@colinhartigan
@suncorenergy
@fmunitedway
@fridhed
@lynnrhoddy
@ceciliamutch
@sayatauro
@juliannebourque

Top Tweeters in G6:
@okoktati
@abituttle
@jordynmacias1
@jessica_wilkie
@grace_scoble
@submarine4813
@videocats
@zsmith_97

Top Tweeters in G7:
@ctricot
@dan_talmon
@thevrara
@enlighten_ac
@vrara_sf
@vrara_milan

Top Tweeters in G8:
@scott_squires
@johndobbin
@kentbye
@alexllhuang
@jaredpeters

Top Tweeters in G9:
@haggardhawks
@markwalley13
@kaliwoodward5
@chris_scoble
@gunsatbatasi

Top Tweeters in G10:
@yourgolftravel
@l_gorman
@scoble_golf
@coopsrj
@turnergolfing