The graph represents a network of 1 411 Twitter users whose recent tweets contained "NodeXL OR Gephi OR Socioviz", 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, 01 March 2020 at 10:46 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 46-minute period from Thursday, 20 February 2020 at 23:24 UTC to Sunday, 01 March 2020 at 10:11 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 : 1537
Unique Edges : 5752
Edges With Duplicates : 10735
Total Edges : 16487
Number of Edge Types : 5
Replies to : 526
Mentions : 5209
MentionsInRetweet : 10435
Tweet : 254
Retweet : 63
Self-Loops : 255
Reciprocated Vertex Pair Ratio : 0,0496425734710087
Reciprocated Edge Ratio : 0,0945894816496406
Connected Components : 55
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1396
Maximum Edges in a Connected Component : 16278
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,286011
Graph Density : 0,00335856172739102
Modularity : 0,286075
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 1 411 Twitter users whose recent tweets contained "NodeXL OR Gephi OR Socioviz", 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, 01 March 2020 at 10:46 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 46-minute period from Thursday, 20 February 2020 at 23:24 UTC to Sunday, 01 March 2020 at 10:11 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : NodeXL OR Gephi OR Socioviz
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[885] top,hashtags [327] #ai,#iot [233] nodexl,nodexl [212] hashtags,#ai [212] #bigdata,#ai [144] docassar,nodexl [134] #futureofwork,#ai [129] hashtags,#futureofwork [129] #iot,#bigdata [127] gp_pulipaka,mikequindazzi Top Word Pairs in Tweet in G1:
[231] top,hashtags [67] #ai,#iot [64] nodexl,nodexl [57] hashtags,#ai [47] #iot,#bigdata [42] nodexl,vivianfrancos [34] vivianfrancos,bonniebaehr [34] statmaven,hubofml [33] bonniebaehr,mihkal [32] mihkal,docassar Top Word Pairs in Tweet in G2:
[514] top,hashtags [251] #ai,#iot [179] #bigdata,#ai [164] nodexl,nodexl [136] docassar,nodexl [126] hashtags,#ai [102] gp_pulipaka,mikequindazzi [102] #futureofwork,#ai [101] chidambara09,docassar [99] hashtags,#futureofwork Top Word Pairs in Tweet in G3:
[16] fyahdaughter,rastafaritimes [12] planeta,tierra [10] tierra,nuestro [8] dancohen3000,basharaljafari1 [8] basharaljafari1,syriasim [8] syriasim,aponwaog [8] aponwaog,ecogranjero [8] ecogranjero,roajavierr [8] roajavierr,dlatitudes [8] dlatitudes,ali_anzola Top Word Pairs in Tweet in G4:
[73] top,hashtags [27] hashtags,#ai [26] ibmstorage,nodexl [26] zoginstor,ibmsystems [26] ibmsystems,bobby_gratz [26] bobby_gratz,cardineauxibm [26] cardineauxibm,ed_j_walsh [26] ed_j_walsh,chidambara09 [26] chidambara09,ronriffe [21] nodexl,ibmstorage Top Word Pairs in Tweet in G5:
[53] samighazali,nodexl [50] #influencer,#it [50] #it,cc [44] nodexl,jamesmarland [44] jamesmarland,williamstim [44] williamstim,lucindarhenry1 [41] measure,draw [41] draw,floorplans [41] floorplans,more [41] more,#augmentedreality Top Word Pairs in Tweet in G6:
[21] t_hoarder,congosto [17] congosto,pageonex [15] opcw,bellingcat [14] qss_issi,crossreforg [14] crossreforg,i4oc_org [13] bellingcat,gephi [9] i4oc_org,gephi [9] amarlakel,gephi [9] jacomyma,gephi [7] ludowaltman,neesjanvaneck Top Word Pairs in Tweet in G7:
[9] manishchandsurg,swexner [9] swexner,venky72 [9] venky72,marianaberho [9] marianaberho,vincentobiasmd [9] vincentobiasmd,hospitalsapollo [9] hospitalsapollo,uraiqat [9] uraiqat,samatallahmd [9] samatallahmd,me4_so [8] swexner,manishchandsurg [8] manishchandsurg,ascrs_1 Top Word Pairs in Tweet in G8:
[7] top,hashtags [4] andrewyang,exchangeseva [3] talk,disinformation [3] disinformation,#nodexl [3] #nodexl,barackobama [3] barackobama,ellenlweintraub [3] ellenlweintraub,mzhemingway [3] mzhemingway,realdonaldtrump [3] realdonaldtrump,juliadavisnews [3] juliadavisnews,specghost Top Word Pairs in Tweet in G9:
[3] top,hashtags Top Word Pairs in Tweet in G10:
[8] bigdata_joe,docassar [8] docassar,andrewincontact [8] andrewincontact,nodexl [8] nodexl,neilcattermull [8] neilcattermull,sportsdean [8] digitalked,digitalmstream [7] sportsdean,neurozoinnovat1 [5] neurozoinnovat1,digitalked [5] digitalmstream,margaretsiegien [5] margaretsiegien,pawlowskimario Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: