The graph represents a network of 787 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 Sunday, 13 January 2019 at 21:03 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 52-minute period from Thursday, 10 January 2019 at 12:01 UTC to Sunday, 13 January 2019 at 20:54 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 : 846
Unique Edges : 4099
Edges With Duplicates : 6797
Total Edges : 10896
Number of Edge Types : 4
Mentions : 9667
Retweet : 1054
Tweet : 45
Replies to : 130
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0642802155504234
Reciprocated Edge Ratio : 0.120795660036166
Connected Components : 14
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 821
Maximum Edges in a Connected Component : 10862
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.878045
Graph Density : 0.00773567222012394
Modularity : 0.262814
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[724] cc,mikequindazzi [541] infographics,nodexl [536] 6,types [536] types,twitter [536] networks,infographics [533] iot,bigdata [525] top,hashtags [524] analytics,datascience [512] internetofthings,digitalmarketing [512] datascientists,socialnetworks Top Word Pairs in Tweet in G1:
[683] cc,mikequindazzi [515] infographics,nodexl [510] 6,types [510] types,twitter [510] networks,infographics [496] analytics,datascience [489] iot,bigdata [489] internetofthings,digitalmarketing [489] datascientists,socialnetworks [454] socialnetworks,cc Top Word Pairs in Tweet in G2:
[53] top,hashtags [26] social,media [20] media,news [16] cc,mikequindazzi [15] ai,iot [15] jpm19,jpm2019 [15] gt,gt [13] iot,bigdata [13] aminekorchimd,macalusojoseph [11] jpmhc19,nodexl Top Word Pairs in Tweet in G3:
[97] top,hashtags [33] ces2019,iot [33] hashtags,ces2019 [29] ces2019,ai [25] ai,iot [25] nodexl,haroldsinnott [24] ces,mikequindazzi [22] iot,ai [20] ai,nodexl [20] sectest9,evankirstel Top Word Pairs in Tweet in G4:
[18] some4surgery,tweets [15] some4surgery,nodexl [15] perbinder,swexner [14] juliomayol,perbinder [11] juliomayol,swexner [9] swexner,me4_so [9] celestinogutirr,drumeshprabhu [7] me4_so,celestinogutirr [6] 28,july [6] profdemartines,bjsurgery Top Word Pairs in Tweet in G5:
[35] psb_dc,tamaramccleary [34] honored,regularly [34] regularly,part [34] thanks,nodexl [34] nodexl,haroldsinnott [34] haroldsinnott,alan_moratelli [34] alan_moratelli,mikequindazzi [34] mikequindazzi,thefuturist007 [34] tamaramccleary,pat_milligan1 [34] pat_milligan1,paula_piccard Top Word Pairs in Tweet in G6:
[5] top,hashtags [5] hashtags,hr [3] nodexl,davemillner [3] myhrfuture,nodexl [3] nodexl,myhrfuture [3] myhrfuture,david_green_uk [3] david_green_uk,orgmapper [3] orgmapper,hrcurator [3] hrcurator,martinesastre34 [3] martinesastre34,ianbailie Top Word Pairs in Tweet in G7:
[7] top,hashtags [5] kashthefuturist,fisher85m [4] ronald_vanloon,ipfconline1 [4] helene_wpli,tamaramccleary [4] tamaramccleary,mikequindazzi [4] mikequindazzi,kashthefuturist [4] fisher85m,chidambara09 [4] iot,bigdata [4] ai,iot [3] nodexl,antgrasso Top Word Pairs in Tweet in G9:
[5] nodexl,maxlarsenjr [5] maxlarsenjr,evankirstel [5] evankirstel,haroldsinnott [5] haroldsinnott,mikequindazzi [5] mikequindazzi,soulfoxgaming [5] soulfoxgaming,roblemvr [5] roblemvr,rickking16 [5] rickking16,future_tech_now [5] future_tech_now,beatsaber [5] beatsaber,vrgamersbot Top Word Pairs in Tweet in G10:
[5] nodexl,mikequindazzi [5] mikequindazzi,ipfconline1 [5] ipfconline1,alvinfoo [5] alvinfoo,juliosilvajr [5] juliosilvajr,ronald_vanloon [5] ronald_vanloon,enkronos [5] enkronos,jblefevre60 [5] jblefevre60,fisher85m [4] artificialintelligence,ai [4] ai,nodexl Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: