The graph represents a network of 816 Twitter users whose recent tweets contained "Networks2021", 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 Thursday, 08 July 2021 at 17:05 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 51-minute period from Wednesday, 30 June 2021 at 11:59 UTC to Thursday, 08 July 2021 at 16:51 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 : 816
Unique Edges : 2417
Edges With Duplicates : 2119
Total Edges : 4536
Number of Edge Types : 5
Retweet : 1028
Replies to : 243
Mentions : 1179
MentionsInRetweet : 1986
Tweet : 100
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.100633619083116
Reciprocated Edge Ratio : 0.182864883169658
Connected Components : 39
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 727
Maximum Edges in a Connected Component : 4427
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.63986
Graph Density : 0.00444033441597498
Modularity : 0.33508
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 816 Twitter users whose recent tweets contained "Networks2021", 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 Thursday, 08 July 2021 at 17:05 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 51-minute period from Wednesday, 30 June 2021 at 11:59 UTC to Thursday, 08 July 2021 at 16:51 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 : Networks2021
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:
[105] #wins2021,#networks2021 [96] network,science [55] social,networks [54] network,analysis [52] satellite,networks2021 [49] networks2021,#networks2021 [48] networks2021,conference [46] looking,forward [42] couple,weeks [42] #networks2021,help Top Word Pairs in Tweet in G1:
[30] jugander,networks2021 [24] five,main [24] main,papers [24] registration,open [24] open,free [24] socio,semantic [23] looking,forward [20] networks2021,july [17] social,science [15] special,issue Top Word Pairs in Tweet in G2:
[47] #wins2021,#networks2021 [28] couple,weeks [27] #prx10years,#prxcomplex [27] #prxcomplex,#networks2021 [26] #igraph,#statnet [26] #statnet,#ndtv [26] #ndtv,#ggraph [26] #ggraph,#visnetwork [26] networks2021,conference [25] #networks2021,networks2021 Top Word Pairs in Tweet in G3:
[52] #wins2021,#networks2021 [28] networks2021,#wins2021 [22] network,science [18] lightning,session [18] higher,order [17] session,networks2021 [17] talk,today [17] #wins2021,networks2021 [17] narnolddd,wins_society [16] 15,pm Top Word Pairs in Tweet in G4:
[23] satellite,networks2021 [11] #netneurosci2021,satellite [9] fatamolinara,anduviera [9] anduviera,adria_plazas [9] higher,order [8] networks2021,#networks2021 [6] today,13 [6] 13,15edt [6] 15edt,19 [6] 19,15cet Top Word Pairs in Tweet in G5:
[32] #networks2021,help [32] help,update [32] update,list [32] list,network [32] network,science [32] science,centers [32] centers,institutes [32] institutes,know [8] #networks2021,#networkscience [8] #networkscience,training Top Word Pairs in Tweet in G6:
[14] networks2021,satellite [9] networks2021,cnei [9] cnei,satellite [9] cnei,networks2021 [7] next,networks2021 [7] satellite,estebanmoro [7] estebanmoro,tell [7] tell,resilience [7] resilience,labor [7] labor,markets Top Word Pairs in Tweet in G7:
[10] socnetanalysts,networks2021 [8] networks2021,netscisociety [8] socnetanalysts,wins_society [7] #networks2021,session [6] effective,legislators [6] netscisociety,socnetanalysts [6] #networks2021,talk [6] pklampros,ahmedtarekzaky [5] join,networks2021 [5] networks2021,talk Top Word Pairs in Tweet in G8:
[12] rob_choudhury,ricardoi_ [12] ricardoi_,sflhort [12] ufplantpath,fsi_uf_ifas [12] fsi_uf_ifas,epi_uf [11] great,work [11] work,berea_etherton [11] berea_etherton,presenting [11] presenting,networks2021 [11] networks2021,avocado [11] avocado,laurel Top Word Pairs in Tweet in G9:
[3] #networks2021,#networking [2] #networks2021,#networks2021 [2] #networks2021,whova [2] whova,event [2] event,app [2] feel,free [2] atencion,estas [2] estas,twitter [2] twitter,aun [2] aun,haces Top Word Pairs in Tweet in G10:
[2] joannemiles2,jenkteach [2] jenkteach,mwakeling008 [2] mwakeling008,k_pogson [2] k_pogson,kathburrows1 [2] kathburrows1,paulbanthorpe [2] paulbanthorpe,jedellion [2] jedellion,tutorstacey_ap [2] tutorstacey_ap,staceyannfoy [2] staceyannfoy,esol_eve [2] esol_eve,bethderbyshir18 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 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: