The graph represents a network of 1,050 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 1,000 tweets. The network was obtained from Twitter on Thursday, 11 February 2021 at 18:48 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 31-minute period from Thursday, 04 February 2021 at 18:54 UTC to Thursday, 11 February 2021 at 17:25 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 : 1050
Unique Edges : 3635
Edges With Duplicates : 4952
Total Edges : 8587
Number of Edge Types : 5
MentionsInRetweet : 5497
Mentions : 2216
Retweet : 707
Tweet : 63
Replies to : 104
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0631088521812791
Reciprocated Edge Ratio : 0.118725099601594
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1024
Maximum Edges in a Connected Component : 8564
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.088792
Graph Density : 0.00455762858050751
Modularity : 0.353406
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,050 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 1,000 tweets. The network was obtained from Twitter on Thursday, 11 February 2021 at 18:48 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 31-minute period from Thursday, 04 February 2021 at 18:54 UTC to Thursday, 11 February 2021 at 17:25 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
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:
[455] top,hashtags [133] #ai,#iot [119] social,media [87] #ai,#bigdata [86] hashtags,#ai [76] #socialmedia,data [70] gp_pulipaka,chidambara09 [69] ingliguori,analytics_699 [66] chidambara09,enricomolinari [63] nodexl,pro Top Word Pairs in Tweet in G1:
[163] top,hashtags [79] #ai,#iot [70] #ai,#bigdata [69] hashtags,#ai [66] gp_pulipaka,chidambara09 [65] ingliguori,analytics_699 [63] chidambara09,enricomolinari [59] smartecocity,smartcities_hua [59] smartcities_hua,trendsinai [59] trendsinai,mohua_india Top Word Pairs in Tweet in G2:
[52] top,hashtags [18] #smmm2020,#socialmedia [14] #smc2021,#smmm2020 [12] #socialmedia,#aejmcchats [12] #aejmcchats,#pr [9] aejmc_prd,jeremyhl [9] kfreberg,thepagecenter [9] dominickalbano3,vivianfrancos [9] #smprofs,nodexl [9] nodexl,kfreberg Top Word Pairs in Tweet in G3:
[85] top,hashtags [30] social,media [29] #socialmedia,data [28] media,research [28] research,smr_foundation [28] smr_foundation,present [28] present,#socialmedia [28] #socialmedia,network [28] network,analysis [28] reduced,academic Top Word Pairs in Tweet in G4:
[89] top,hashtags [29] #ai,#iot [27] #iot,#tech [26] #datascience,#python [25] nodexl,dashboarddr [25] hashtags,#dataviz [25] #dataviz,#ai [24] #linux,#uk [22] nodexl,nodexl [19] lafrenchtech,cedric_o Top Word Pairs in Tweet in G5:
[29] top,hashtags [19] salhaj,top [15] #nodexl,#gephi [12] #twitterresearchproject,#mediaresearchinstitute [12] #mediaresearchinstitute,#socialnetworkanalysis [12] see,more [11] #datascience,#machinelearning [9] #gephi,#sna [9] #openscience,see [9] #vosonsml,twomodenetwork Top Word Pairs in Tweet in G6:
[13] #iot,#artificialintelligence [13] #artificialintelligence,#internetofthings [13] #internetofthings,#digital [12] nodexl,williamstim [10] #digitaltransformation,#technology [9] #digital,#digitaltransformation [9] #it,cc [9] samighazali,nodexl [7] williamstim,jamesmarland [7] #ai,#iot Top Word Pairs in Tweet in G7:
[8] #hydrogen,#fuelcell [7] top,hashtags [6] fuelcellsworks,mariofornarelli [6] mariofornarelli,irena [6] irena,sim2ben [6] sim2ben,h2europe [6] h2europe,eu_commission [6] eu_commission,nelhydrogen [5] #fuelcell,nodexl [5] h2gazette,fuelcellsworks Top Word Pairs in Tweet in G8:
[78] social,media [48] #phdchat,#socialmedia [47] pick,skills [47] training,event [44] #socialmedia,data [35] analyse,social [34] used,easily [34] easily,analyse [34] media,data [34] event,registration Top Word Pairs in Tweet in G9:
[11] nodexl,humanre41270855 [11] humanre41270855,lollydaskal [11] lollydaskal,do_kinder [11] do_kinder,braincures [11] braincures,markccrowley [11] markccrowley,meghanmbiro [11] meghanmbiro,talentculture [11] talentculture,gordontredgold [11] gordontredgold,akwyz [11] akwyz,hrcurator Top Word Pairs in Tweet in G10:
[5] top,hashtags [4] dataviz,cop26 [4] cop26,cop26 [4] cop26,antonioguterres [4] antonioguterres,aloksharma_rdg [4] aloksharma_rdg,borisjohnson [4] borisjohnson,ukinindia [4] ukinindia,unfccc [4] unfccc,sageness77 [4] sageness77,edwardjdavey Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: