The graph represents a network of 1 549 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 Saturday, 29 May 2021 at 07:54 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 40-minute period from Friday, 21 May 2021 at 15:01 UTC to Saturday, 29 May 2021 at 07:42 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 : 1549
Unique Edges : 3463
Edges With Duplicates : 8833
Total Edges : 12296
Number of Edge Types : 5
Mentions : 3800
MentionsInRetweet : 7277
Retweet : 1000
Replies to : 94
Tweet : 125
Self-Loops : 357
Reciprocated Vertex Pair Ratio : 0,0587366087920207
Reciprocated Edge Ratio : 0,110956036287509
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1537
Maximum Edges in a Connected Component : 12286
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,560155
Graph Density : 0,00239047280649515
Modularity : 0,29646
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 549 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 Saturday, 29 May 2021 at 07:54 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 40-minute period from Friday, 21 May 2021 at 15:01 UTC to Saturday, 29 May 2021 at 07:42 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 Color : Out-Degree
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[874] top,hashtags [579] via,#nodexl [449] top,influencers [351] via,nodexl [268] social,media [145] congrats,top [122] media,research [111] #ai,#iot [105] #phdchat,#socialmedia [98] how,to Top Word Pairs in Tweet in G1:
[563] top,hashtags [478] via,#nodexl [364] top,influencers [118] social,media [112] congrats,top [104] via,nodexl [65] #nodexl,albertoemachado [58] media,research [46] top,10 [43] 10,influencers Top Word Pairs in Tweet in G2:
[202] top,hashtags [178] via,nodexl [150] social,media [72] data,for [70] how,to [66] learn,how [64] analyse,social [64] media,research [64] #phdchat,#socialmedia [63] for,academic Top Word Pairs in Tweet in G3:
[63] top,hashtags [36] via,nodexl [27] via,#nodexl [25] #climatechange,via [25] hashtags,#climatechange [25] #climatecrisis,#climateaction [22] top,influencers [20] #climatechange,#fridaysforfuture [18] nodexl,jfsebastian146 [16] pauledawson,fffbot1 Top Word Pairs in Tweet in G4:
[43] samighazali,nodexl [34] a,modern [33] #ai,#iot [28] cc,danielnewmanuv [28] danielnewmanuv,samighazali [27] nodexl,williamstim [25] #digitaltransformation,#technology [25] #technology,cc [19] williamstim,jamesmarland [18] #innovation,#influencer Top Word Pairs in Tweet in G5:
[8] via,nodexl [8] top,hashtags [4] guy,in [4] in,a [4] a,cube [4] cube,or [4] or,guyinacube [4] guyinacube,via [4] nodexl,guyinacube [4] guyinacube,dahlyrist Top Word Pairs in Tweet in G6:
[14] digitalmehmet,nataliamodjeska [14] nataliamodjeska,nodexl [14] nodexl,ubuntu [14] books_milly,bobbibicker [14] rootnk,lorimoreno [14] lorimoreno,markbird17 [14] markbird17,heinzvhoenen [12] paula_piccard,digitalmehmet [11] techpearce2,bootsieboutique [11] bootsieboutique,books_milly Top Word Pairs in Tweet in G7:
[9] top,hashtags [7] top,influencers [7] via,#nodexl [6] #traveltech,via [6] hashtags,#traveltech [6] #travel,#blockchain [5] #nodexl,enricomolinari [5] caring_mobile,enricomolinari [5] enricomolinari,cdc_ehealth [5] cdc_ehealth,e_health_ Top Word Pairs in Tweet in G8:
[2] via,nodexl [2] top,hashtags Top Word Pairs in Tweet in G10:
[3] nodexl,scistarter [2] scistarter,foldit [2] foldit,citsci [2] citsci,coopsciscoop [2] coopsciscoop,nhm_citsci [2] nhm_citsci,citscimonth [2] citscimonth,citscioz [2] citscioz,inaturalist [2] inaturalist,eucitsciproject [2] eucitsciproject,jillfnugent Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: