The graph represents a network of 1,287 Twitter users whose recent tweets contained "NodeXL", 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 Wednesday, 06 March 2019 at 03:42 UTC.
The tweets in the network were tweeted over the 9-day, 22-hour, 6-minute period from Sunday, 24 February 2019 at 05:20 UTC to Wednesday, 06 March 2019 at 03:26 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
Vertices : 1287
Unique Edges : 5681
Edges With Duplicates : 9267
Total Edges : 14948
Number of Edge Types : 4
Mentions : 13260
Retweet : 1438
Replies to : 196
Tweet : 54
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0471168333105054
Reciprocated Edge Ratio : 0.0899934597776324
Connected Components : 14
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1272
Maximum Edges in a Connected Component : 14927
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.923082
Graph Density : 0.00461910648535843
Modularity : 0.272125
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[717] internetofthings,digitalmarketing [704] top,hashtags [700] infographics,nodexl [700] cc,mikequindazzi [691] datascientists,socialnetworks [683] 6,types [683] types,twitter [680] analytics,datascience [678] networks,infographics [587] socialnetworks,cc Top Word Pairs in Tweet in G1:
[706] internetofthings,digitalmarketing [689] infographics,nodexl [689] cc,mikequindazzi [680] datascientists,socialnetworks [673] 6,types [673] types,twitter [670] analytics,datascience [668] networks,infographics [578] socialnetworks,cc [498] iot,bigdata Top Word Pairs in Tweet in G2:
[107] top,hashtags [85] tamaramccleary,mikequindazzi [82] ipfconline1,alvinfoo [82] mikequindazzi,kashthefuturist [80] antgrasso,ronald_vanloon [79] ronald_vanloon,ipfconline1 [71] helene_wpli,tamaramccleary [70] alvinfoo,helene_wpli [65] kashthefuturist,fisher85m [51] nodexl,great Top Word Pairs in Tweet in G3:
[19] top,hashtags [3] nodexl,look_me_upbitch [3] look_me_upbitch,kiananuxo [3] kiananuxo,dramatixlmao [3] samanthayappp,greetinghimeros [3] greetinghimeros,mayatheslumpgod [3] glssytears,youtube [2] madmagazine,nodexl [2] nodexl,madmagazine [2] madmagazine,tjp_0309 Top Word Pairs in Tweet in G4:
[40] top,hashtags [33] ai,iot [27] machinelearning,bigdata [22] gt,gt [20] iot,machinelearning [16] artificial,intelligence [16] intelligence,influencers [16] influencers,mikequindazzi [16] mikequindazzi,ipfconline1 [16] ipfconline1,alvinfoo Top Word Pairs in Tweet in G5:
[33] ed_dorrell,disidealist [30] nodexl,tes [30] disidealist,debrakidd [28] dr_pam_jarvis,mrpranpatel [27] debrakidd,dr_pam_jarvis [25] teachertoolkit,nodexl [19] tes,paulgarvey4 [19] paulgarvey4,ed_dorrell [17] tes,ed_dorrell [9] top,hashtags Top Word Pairs in Tweet in G6:
[10] breaking,news [10] renoomokri,mbuhari [10] mbuhari,ediong [10] ediong,delemomodu [10] delemomodu,omojuwa [10] omojuwa,inecnigeria [10] inecnigeria,onlyafricafacts [10] onlyafricafacts,atiku [10] atiku,official_jstarz [9] phdchat,socialmedia Top Word Pairs in Tweet in G7:
[8] top,hashtags [6] hashtags,mwc19 [3] gsmaevents,nodexl [3] nodexl,gsmaevents [3] gsmaevents,everythingrf [3] everythingrf,gsma [3] gsma,pundixlabs [3] pundixlabs,functionx_io [3] functionx_io,zibin [3] zibin,fmfrancoise Top Word Pairs in Tweet in G8:
[9] top,hashtags [8] lthechat,advancehe_chat [6] hashtags,lthechat [4] advancehe_chat,nodexl [4] nodexl,s_j_norton [4] s_j_norton,advancehe_chat [4] advancehe_chat,kimkdo [4] kimkdo,squireburgess [4] squireburgess,leefallin [4] leefallin,profsallybrown Top Word Pairs in Tweet in G9:
[2] nodexl,rkymtnnaturals [2] rkymtnnaturals,c_dahlstrom [2] c_dahlstrom,nlmagazine [2] nlmagazine,peanuthottie [2] peanuthottie,organicmiracles [2] organicmiracles,jackieaina [2] jackieaina,solid_gold_eats [2] solid_gold_eats,gtskombucha [2] gtskombucha,drwardbondtv [2] drwardbondtv,jaredsprobiotic Top Word Pairs in Tweet in G10:
[3] utronschindler,collabital [3] collabital,justinpociask [3] justinpociask,thegaspar [3] thegaspar,thecr [3] thecr,kolseb [3] kolseb,talentedlearn [3] talentedlearn,sorokti [3] sorokti,slatts [3] slatts,3dsmjh [3] 3dsmjh,nodexl Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: