The graph represents a network of 4 081 Twitter users whose recent tweets contained "gephi OR nodexl OR socioviz", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.1.2023 0.00.00 and 12.12.2023 18.05.48. The network was obtained from Twitter on Tuesday, 12 December 2023 at 17:07 UTC.
The tweets in the network were tweeted over the 1608-day, 2-hour, 13-minute period from Thursday, 18 July 2019 at 16:53 UTC to Tuesday, 12 December 2023 at 19:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4081
Unique Edges : 5630
Edges With Duplicates : 10557
Total Edges : 16187
Number of Edge Types : 9
Replies to : 1554
MentionsInReplyTo : 8022
Mentions : 4680
Tweet : 933
Quote : 203
MentionsInRetweet : 182
MentionsInQuote : 294
Retweet : 89
MentionsInQuoteReply : 230
Self-Loops : 1574
Reciprocated Vertex Pair Ratio : 0,0510741214966567
Reciprocated Edge Ratio : 0,097184623714131
Connected Components : 529
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 3115
Maximum Edges in a Connected Component : 15201
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3,784905
Graph Density : 0,000443710932057214
Modularity : 0,356995
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 4 081 Twitter users whose recent tweets contained "gephi OR nodexl OR socioviz", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.1.2023 0.00.00 and 12.12.2023 18.05.48. The network was obtained from Twitter on Tuesday, 12 December 2023 at 17:07 UTC.
The tweets in the network were tweeted over the 1608-day, 2-hour, 13-minute period from Thursday, 18 July 2019 at 16:53 UTC to Tuesday, 12 December 2023 at 19:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : gephi OR nodexl 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[315] top,hashtags [238] nodexl,pro [197] social,media [129] few,clicks [126] networks,nodexl [124] nodexl,hashtagmarketi7 [123] social,networks [117] school,social [117] gephi,theprojectmerge [114] theprojectmerge,mergebcdg Top Word Pairs in Tweet in G1:
[121] nodexl,hashtagmarketi7 [91] fmfrancoise,nodexl [76] top,hashtags [54] betamoroney,sir [51] mr,betamoroney [48] francos,mam [48] vivian,francos [47] hashtagmarketi7,vivian [46] top,10 [42] congrats,chidambara09 Top Word Pairs in Tweet in G2:
[117] gephi,theprojectmerge [114] theprojectmerge,mergebcdg [109] mergebcdg,rocketbotpro [102] dfwplay,gephi [37] gephi,lite [31] a_khaitrine,gephi [25] rocketbotpro,#merge [25] #machinelearning,#datascience [25] nicolasbchb,sylvqin [25] stephanecapo,nicolasbchb Top Word Pairs in Tweet in G3:
[49] top,hashtags [29] nodexl,pro [18] pro,insights [17] 2ug2ug,visegrad24 [16] visegrad24,nodexl [14] thesadpingu,2ug2ug [12] flefgraph,nodexl [9] social,media [7] marguerite00,thesadpingu [7] fezzikfella,thesadpingu Top Word Pairs in Tweet in G4:
[61] top,hashtags [58] nodexl,#seohashtag [40] #nodexl,pro [39] análisis,audiencias [35] conversaciones,#twitter [34] power,bi [32] análisis,semántico [32] #redessociales,análisis [32] semántico,#nodexl [32] expresados,mapas Top Word Pairs in Tweet in G5:
[48] #gephi,#nodexl [45] #nodexl,#rstats [40] #mediaresearchinstitute,#twitterresearchproject [38] #datascience,#machinelearning [36] #rstats,#socialnetwork [36] social,network [35] #machinelearning,#ml [28] #ml,#openscience [25] #socialnetwork,#datascience [22] network,analysis Top Word Pairs in Tweet in G6:
[87] top,hashtags [26] #smprofs,#prprofs [25] nodexl,jeremyhl [22] data,nodexl [21] #prprofs,#smle2022 [21] tweet,network [20] network,data [18] jeremyhl,nodexl [15] hashtags,#smprofs [15] jeremyhl,michaelbathurst Top Word Pairs in Tweet in G7:
[162] nodexl,pro [154] social,media [122] few,clicks [114] #phdchat,#academicchatter [104] school,social [104] social,networks [104] networks,nodexl [103] summer,school [96] clicks,insights [96] pro,few Top Word Pairs in Tweet in G8:
[12] top,hashtags [2] iltalehti_fi,top [2] nodexl,nodexl Top Word Pairs in Tweet in G9:
[6] cia,nodexl [4] _garageitalia_,gefranchise [4] unrollhelper,adbusters [4] autozone,lenosgarage [4] marc_smith,nodexl [4] gefranchise,lloydsbank [4] hotimportnights,dubmagazine [4] adbusters,cushwakenyc [4] lenosgarage,mgmotorin [4] freescale,boschautona Top Word Pairs in Tweet in G10:
[16] #prodomosua,#nodexl [9] degli,americani [9] #sentiment,degli [8] negli,ultimi [8] ultimi,tweet [8] americani,verso [6] #nodexl,#prodomosua [6] #nodexl,#gephi [5] #selenium,#nodexl [5] tweet,#sentimentwiz 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 G9:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: