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scoble_2017-10-12_05-33-18.xlsx
scoble_2017-10-12_05-33-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
scoble via NodeXL http://bit.ly/2gz93Hf
@scobleizer
@ingaroma
@marketingland
@martech_today
@martechconf
@dma_usa
@one_reality_one

Description:
Description
The graph represents a network of 579 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, 12 October 2017 at 12:34 UTC.

The requested start date was Thursday, 12 October 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, 18-hour, 52-minute period from Thursday, 28 September 2017 at 02:06 UTC to Wednesday, 11 October 2017 at 20:58 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 : 579
Unique Edges : 593
Edges With Duplicates : 114
Total Edges : 707
Self-Loops : 452
Reciprocated Vertex Pair Ratio : 0.0269058295964126
Reciprocated Edge Ratio : 0.0524017467248908
Connected Components : 408
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 97
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.728079
Graph Density : 0.000684272489855436
Modularity : 0.525685
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617
[51] http://feeds.marketingland.com/~r/mktingland/~3/VgsNEQ5citA/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617
[22] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_source=dlvr.it&utm_medium=twitter
[12] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_source=feedburner&utm_medium=feed&utm_campaign=feed-main
[11] https://andthen.thedma.org/speakers/robert-scoble/
[10] http://www.tobem.com/cyberwar/age-of-context-mobile-sensors-data-and-the-future-of-privacy/
[9] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092
[7] https://www.inc.com/chirag-kulkarni/what-hillel-fuld-the-scoble-of-israel-think-is-preventing-israeli-tech-from-surp.html?utm_content=buffer30c1e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.youtube.com/c/estream_studios
[5] https://twitter.com/sam_barke/status/914418147452706818

Top URLs in Tweet in G1:
[64] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617
[48] http://feeds.marketingland.com/~r/mktingland/~3/VgsNEQ5citA/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617
[11] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_source=dlvr.it&utm_medium=twitter
[10] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_source=feedburner&utm_medium=feed&utm_campaign=feed-main
[5] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092
[5] https://andthen.thedma.org/speakers/robert-scoble/
[2] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092?utm_source=&utm_medium=&utm_campaign=
[2] https://www.marketingnewstip.com/at-martech-conference-tech-evangelist-robert-scoble-envisions-how-ar-and-vr-will-transform-marketing/
[1] https://fb.me/19cYbNePv
[1] https://fb.me/HW60FDkQ

Top URLs in Tweet in G2:
[2] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092#.Wdp1wHtqHnw.twitter
[2] https://trib.al/pvg5nfO
[2] https://www.cnbc.com/2017/09/18/apples-arkit-to-help-make-augmented-reality-mainstream-robert-scoble.html
[2] https://www.google.com/url?rct=j&sa=t&url=https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092&ct=ga&cd=CAIyGjgzNTk4MjJmYjdiZGY3NjM6Y29tOmVuOlVT&usg=AFQjCNETs-tvFWYMB9q-1LEg1VyVzU_s7w
[1] https://twitter.com/i/web/status/918058596348260352
[1] https://trib.al/ukyqKIm
[1] https://trib.al/m7DsPji
[1] https://trib.al/8VySiPL
[1] https://trib.al/ObLflx6
[1] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092#.WdqZYJEi2G4.twitter

Top URLs in Tweet in G3:
[6] https://andthen.thedma.org/speakers/robert-scoble/
[4] https://andthen.thedma.org/?utm_source=twitter&utm_medium=social&utm_campaign=robert-scoble
[1] https://twitter.com/i/web/status/913463361366568967
[1] https://twitter.com/i/web/status/913825761462751232
[1] https://twitter.com/i/web/status/914188109180493824
[1] https://twitter.com/i/web/status/917777501862223872
[1] https://martechtoday.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-205092
[1] https://twitter.com/i/web/status/915215614784016384
[1] http://www.scoop.it/t/workplace-learning-by-klaus-meschede/p/4085931511/2017/10/02/robert-scoble-ar-apps-ios-11-scobleizer?utm_medium=social&utm_source=twitter
[1] http://www.thevrara.com/events/2017/10/2/ar-the-future-of-work-online-class

Top URLs in Tweet in G4:
[2] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617#.WdfSPyGCiCQ.twitter
[2] http://feeds.marketingland.com/~r/mktingland/~3/VgsNEQ5citA/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617
[1] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617#.Wd0mqz9JF34.twitter
[1] https://trib.al/tZT4EXk
[1] http://feeds.marketingland.com/~r/mktingland/~3/VgsNEQ5citA/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_content=bufferd7a48&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617#.WdioNOas52E.twitter
[1] http://ow.ly/Yyu650eszJc

Top URLs in Tweet in G5:
[5] https://twitter.com/sam_barke/status/914418147452706818
[1] https://twitter.com/GloucsCountyRFU/status/915808338671280129
[1] https://fb.me/1iyKao5Td
[1] https://twitter.com/BristolMatch/status/914247159914074113
[1] https://fb.me/953eAeIzp
[1] https://fb.me/HaeTSU4H

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/916951702242283520

Top URLs in Tweet in G7:
[9] https://marketingland.com/martech-conference-tech-evangelist-robert-scoble-envisions-ar-vr-will-transform-marketing-225617?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.youtube.com/c/estream_studios
[1] https://twitter.com/i/web/status/916441194665730048
[1] https://twitter.com/i/web/status/916350223856787457

Top URLs in Tweet in G8:
[1] https://www.instagram.com/p/BXxRdOpDs6H/
[1] https://twitter.com/i/web/status/897033519981096961

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/916977642380976129

Top Domains
Top Domains in Tweet in Entire Graph:
[185] marketingland.com
[181] twitter.com
[36] fb.me
[22] martechtoday.com
[15] thedma.org
[12] trib.al
[10] tobem.com
[9] youtube.com
[7] inc.com
[7] feedburner.com

Top Domains in Tweet in G1:
[155] marketingland.com
[145] twitter.com
[15] fb.me
[10] martechtoday.com
[7] feedburner.com
[5] trib.al
[5] thedma.org
[3] snip.ly
[2] google.com
[2] t.co

Top Domains in Tweet in G2:
[7] martechtoday.com
[6] trib.al
[5] twitter.com
[2] marketingland.com
[2] cnbc.com
[2] google.com

Top Domains in Tweet in G3:
[10] thedma.org
[5] twitter.com
[2] fb.me
[1] martechtoday.com
[1] scoop.it
[1] thevrara.com

Top Domains in Tweet in G4:
[7] marketingland.com
[1] trib.al
[1] ow.ly

Top Domains in Tweet in G5:
[7] twitter.com
[3] fb.me

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

Top Domains in Tweet in G7:
[9] marketingland.com
[7] youtube.com
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] marketing
[29] ar
[26] vr
[25] martech
[21] andthen17
[10] hacker
[10] cybersecurity
[9] shopping
[9] deals
[7] afrommtt



Top Hashtags in Tweet in G1:
[32] marketing
[9] martech
[9] ar
[8] andthen17
[7] vr
[6] digital
[5] afrommtt
[5] a_from_mtt
[5] a
[3] socialmedia

Top Hashtags in Tweet in G2:
[10] ar
[8] vr
[6] martech
[2] marketing
[2] arvrmr
[2] mr
[2] arkit
[2] iphonex
[2] iphone8
[1] virtualreality

Top Hashtags in Tweet in G3:
[13] andthen17
[6] martech
[6] appleevent
[4] technology
[4] marketers
[3] ar
[3] vr
[1] marketing

Top Hashtags in Tweet in G4:
[1] tech
[1] marketing
[1] advertising
[1] ppc

Top Hashtags in Tweet in G6:
[3] uptheparley

Top Hashtags in Tweet in G7:
[9] shopping
[9] deals

Top Hashtags in Tweet in G8:
[2] repost
[2] male
[2] handsome
[2] photography
[2] photo
[2] handsomehunk

Top Hashtags in Tweet in G10:
[6] gladstone
[5] caribbean

Top Words
Top Words in Tweet in Entire Graph:
[121] Words in Sentiment List#1: Positive
[29] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[9140] Non-categorized Words
[9291] Total Words
[509] scoble
[453] robert
[425] ar
[417] tech
[411] evangelist

Top Words in Tweet in G1:
[358] scoble
[343] robert
[331] tech
[329] evangelist
[326] ar
[326] martech
[319] vr
[318] conference
[314] envisions
[295] transform

Top Words in Tweet in G2:
[29] ar
[27] vr
[19] scoble
[19] envisions
[19] transform
[19] marketing
[18] tech
[18] evangelist
[18] robert
[16] martech

Top Words in Tweet in G3:
[20] robert
[20] scoble
[20] scobleizer
[15] tech
[15] ar
[13] andthen17
[12] evangelist
[11] new
[10] dissect
[10] apple

Top Words in Tweet in G4:
[18] tech
[18] evangelist
[18] robert
[18] scoble
[18] envisions
[17] ar
[17] vr
[17] marketingland
[16] martech
[16] conference

Top Words in Tweet in G5:
[11] gloucscountyrfu
[7] retweeted
[7] mark
[7] scoble
[7] scobes1421
[6] bristoljrc
[5] oldbristolians

Top Words in Tweet in G6:
[8] parley_fc_bmth
[6] scoble_s10
[6] curtisrayner
[6] mowlamb
[4] ham_rec_res
[4] 5
[3] result
[3] 3
[3] goalscorers
[3] uptheparley

Top Words in Tweet in G7:
[9] shopping
[9] deals
[9] martech
[9] subscribe
[9] see
[9] entertaining
[9] videos
[7] ebargainstoday

Top Words in Tweet in G8:
[6] dan
[6] scoble
[5] brianjamie
[4] british
[4] beauty
[2] men
[2] 24
[2] instagram
[2] dan_scoble
[2] repost

Top Words in Tweet in G9:
[6] t
[4] woo
[3] grace_scoble
[3] daniemilyx
[2] fab
[2] birthday
[2] out
[2] keep
[2] toilet
[2] believe

Top Words in Tweet in G10:
[6] sir
[6] john
[6] gladstone's
[6] letter
[6] 4
[6] jan
[6] 1836
[6] start
[6] process
[6] indentured

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[452] robert,scoble
[411] tech,evangelist
[396] evangelist,robert
[392] ar,vr
[381] scoble,envisions
[380] envisions,ar
[377] martech,conference
[377] conference,tech
[358] vr,transform
[311] transform,marketing

Top Word Pairs in Tweet in G1:
[342] robert,scoble
[329] tech,evangelist
[323] evangelist,robert
[318] ar,vr
[318] martech,conference
[318] conference,tech
[314] scoble,envisions
[313] envisions,ar
[295] vr,transform
[258] transform,marketing

Top Word Pairs in Tweet in G2:
[27] ar,vr
[19] envisions,ar
[19] vr,transform
[18] tech,evangelist
[18] evangelist,robert
[18] robert,scoble
[18] scoble,envisions
[17] transform,marketing
[9] martech,conference
[9] conference,tech

Top Word Pairs in Tweet in G3:
[20] robert,scoble
[12] tech,evangelist
[10] dissect,new
[10] new,apple
[10] dma's,andthen17
[7] evangelist,scobleizer
[6] scoble,scobleizer
[6] scobleizer,dissect
[6] apple,martech
[6] martech,dma's

Top Word Pairs in Tweet in G4:
[18] tech,evangelist
[18] evangelist,robert
[18] robert,scoble
[18] scoble,envisions
[17] envisions,ar
[17] ar,vr
[16] martech,conference
[16] conference,tech
[16] vr,transform
[14] transform,marketing

Top Word Pairs in Tweet in G5:
[7] retweeted,mark
[7] mark,scoble
[7] scoble,scobes1421
[6] scobes1421,gloucscountyrfu
[5] gloucscountyrfu,oldbristolians
[5] oldbristolians,bristoljrc
[4] gloucscountyrfu,retweeted

Top Word Pairs in Tweet in G6:
[6] scoble_s10,curtisrayner
[6] curtisrayner,mowlamb
[3] parley_fc_bmth,scoble_s10
[3] result,ham_rec_res
[3] ham_rec_res,5
[3] 5,3
[3] 3,parley_fc_bmth
[3] parley_fc_bmth,goalscorers
[3] goalscorers,scoble_s10
[3] mowlamb,uptheparley

Top Word Pairs in Tweet in G7:
[9] shopping,deals
[9] deals,martech
[9] martech,subscribe
[9] subscribe,see
[9] see,entertaining
[9] entertaining,videos
[7] ebargainstoday,shopping

Top Word Pairs in Tweet in G8:
[6] dan,scoble
[4] british,beauty
[4] beauty,dan
[3] brianjamie,british
[2] men,24
[2] 24,instagram
[2] instagram,dan
[2] scoble,dan_scoble
[2] dan_scoble,repost
[2] repost,calvins

Top Word Pairs in Tweet in G9:
[2] t,believe
[2] believe,people
[2] people,s
[2] s,favourite
[2] favourite,spoons
[2] spoons,pitcher
[2] pitcher,isn
[2] isn,t
[2] t,purple
[2] purple,rain

Top Word Pairs in Tweet in G10:
[6] sir,john
[6] john,gladstone's
[6] gladstone's,letter
[6] letter,4
[6] 4,jan
[6] jan,1836
[6] 1836,start
[6] start,process
[6] process,indentured
[6] indentured,labour

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@scobleizer
@marketingland
@martech_today
@martechconf
@ebargainstoday
@gloucscountyrfu
@scobes1421
@ofsocialmedia
@scoble_s10
@curtisrayner

Top Mentioned in G1:
@charnwoodobcc

Top Mentioned in G2:
@martech_today
@martechconf
@scobleizer
@ingaroma
@gbtinman
@mediaworldsa
@dm_connect
@grigortw
@xbarry
@marketingland

Top Mentioned in G3:
@scobleizer
@thevrara
@dma_usa
@lombardimc
@vitalusche
@ambarteam
@scoopit
@olgababan

Top Mentioned in G4:
@marketingland
@colfert

Top Mentioned in G5:
@gloucscountyrfu
@scobes1421
@bristoljrc
@oldbristolians

Top Mentioned in G6:
@scoble_s10
@curtisrayner
@mowlamb
@parley_fc_bmth
@ham_rec_res
@paulgilb66

Top Mentioned in G7:
@ebargainstoday

Top Mentioned in G8:
@brianjamie
@dan_scoble
@men24uk
@paparazzo504

Top Mentioned in G9:
@daniemilyx
@rorymeep
@grace_scoble

Top Mentioned in G10:
@jajafri

Top Tweeters
Top Tweeters in Entire Graph:
@roomeezon
@cyberdomain
@bhumharit
@retweetdnr
@uk_myob
@affiliatebuildr
@gedespi
@lelkan
@mpesce
@_maeander

Top Tweeters in G1:
@bhumharit
@uk_myob
@affiliatebuildr
@gedespi
@bestseobet
@ebstt
@kwstartups
@nitzrulzx412
@olmktgpro
@socialracemedia

Top Tweeters in G2:
@grigortw
@teedubya
@monicawright
@suzzicks
@chiefmartec
@ingaroma
@martechconf
@mediaworldsa
@caseyabribat
@gbtinman

Top Tweeters in G3:
@theroyaltyclub
@scobleizer
@rtraino
@dma_usa
@nyentertain
@johnalexander
@stimuluspackage
@kmesch1
@scoopit
@chaostheorem

Top Tweeters in G4:
@lelkan
@reach1socmedia
@apache14
@marketingland
@gotomarketers
@pjkuhlenbeckiii
@gfernandoamb
@cleancoded
@current_social
@addicted2ppc

Top Tweeters in G5:
@gloucscountyrfu
@spichael1964
@oldbristolians
@i_dstyles
@scobes1421
@m9sbh
@shanealdridge
@bristoljrc

Top Tweeters in G6:
@curtisrayner
@mowlamb
@parley_fc_bmth
@justbmthfooty
@ham_rec_res
@paulgilb66
@scoble_s10

Top Tweeters in G7:
@retweetdnr
@ebargainstoday
@linkeditzrts
@marjorie__bueno
@millieondoilars
@kjones647
@fuckdafedz__

Top Tweeters in G8:
@achnaton100
@men24uk
@paparazzo504
@amenallthetime
@brianjamie
@dan_scoble

Top Tweeters in G9:
@rorymeep
@daniemilyx
@megganepps_
@grace_scoble
@milliecameronxx
@hannahobrienxx

Top Tweeters in G10:
@sanjayuvacha
@sawyerandrew
@historyheroes
@lanah03
@jajafri
@ssaltus