The graph represents a network of 868 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 Saturday, 10 July 2021 at 00:20 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 5-minute period from Thursday, 01 July 2021 at 16:10 UTC to Friday, 09 July 2021 at 23:15 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 : 868
Unique Edges : 2527
Edges With Duplicates : 2095
Total Edges : 4622
Number of Edge Types : 5
Retweet : 1048
Replies to : 232
Mentions : 1197
MentionsInRetweet : 2042
Tweet : 103
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0957977207977208
Reciprocated Edge Ratio : 0.174845628859279
Connected Components : 49
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 751
Maximum Edges in a Connected Component : 4478
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.649291
Graph Density : 0.00408873226710039
Modularity : 0.355736
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 868 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 Saturday, 10 July 2021 at 00:20 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 5-minute period from Thursday, 01 July 2021 at 16:10 UTC to Friday, 09 July 2021 at 23:15 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[104] network,science [74] #wins2021,#networks2021 [52] networks2021,conference [52] science,society [51] looking,forward [47] social,networks [44] network,analysis [44] networks2021,#networks2021 [43] #networks2021,help [43] help,update Top Word Pairs in Tweet in G1:
[30] jugander,networks2021 [27] socio,semantic [26] network,science [26] networks2021,conference [25] looking,forward [22] couple,weeks [21] weeks,amazing [21] amazing,pre [21] pre,conference [21] conference,satellites Top Word Pairs in Tweet in G2:
[48] network,science [39] #wins2021,#networks2021 [34] #networks2021,help [34] help,update [34] update,list [34] list,network [34] science,centers [34] centers,institutes [34] institutes,know [31] #igraph,#statnet Top Word Pairs in Tweet in G3:
[29] science,society [26] #wins2021,#networks2021 [24] network,science [23] covid,19 [19] well,deserved [18] narnolddd,wins_society [16] networks2021,#wins2021 [16] higher,order [15] join,networks2021 [15] networks2021,session Top Word Pairs in Tweet in G4:
[11] networks2021,#networks2021 [11] join,networks2021 [8] dakotasmurray,dansen2015 [8] dansen2015,wsjung [8] fatamolinara,anduviera [8] anduviera,adria_plazas [7] joint,work [7] wsjung,yy [7] covid,19 [6] #ethnicrepresentation,#academicfield Top Word Pairs in Tweet in G5:
[26] ufplantpath,fsi_uf_ifas [26] fsi_uf_ifas,epi_uf [14] ricardoi_,jankreuze [14] epi_uf,rtb_cgiar [14] rtb_cgiar,cipotato [12] congrats,ricardoi_ [12] jankreuze,team [12] team,exciting [12] exciting,work [12] work,presented Top Word Pairs in Tweet in G6:
[3] #networks2021,#networking [3] social,media [2] feel,free [2] atencion,estas [2] estas,twitter [2] twitter,aun [2] aun,haces [2] haces,forever [2] forever,quieres [2] quieres,iniciar Top Word Pairs in Tweet in G7:
[9] science,science [9] networks2021,socnetanalysts [9] socnetanalysts,netscisociety [8] session,science [8] science,networks [8] present,work [8] session,#scienceofscience [8] #scienceofscience,networks [8] #networks2021,networks2021 [8] netscisociety,noshir Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[12] directed,percolation [12] temporal,networks [6] latest,paper [6] paper,directed [6] percolation,temporal [6] networks,arashbadie [6] arashbadie,martonkarsai [6] martonkarsai,abbas_k_rizi [6] abbas_k_rizi,arxiv [6] arxiv,#networks2021 Top Word Pairs in Tweet in G10:
[11] mind,isolation [11] isolation,#souravsarkarbd [11] #souravsarkarbd,#quotes [11] #quotes,#networks2021 [11] #networks2021,#drake [11] #drake,#casagrande [11] #casagrande,#permissiontodance [11] #permissiontodance,#zamalek_african_century_club 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 G8:
Top Replied-To in G9:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: