The graph represents a network of 941 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 Thursday, 23 July 2020 at 12:00 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 11-minute period from Tuesday, 14 July 2020 at 13:30 UTC to Thursday, 23 July 2020 at 11:41 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 : 941
Unique Edges : 3528
Edges With Duplicates : 4541
Total Edges : 8069
Number of Edge Types : 5
Retweet : 475
Mentions : 2853
MentionsInRetweet : 4531
Replies to : 152
Tweet : 58
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.0766850828729282
Reciprocated Edge Ratio : 0.142446633825944
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 926
Maximum Edges in a Connected Component : 8056
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.078737
Graph Density : 0.00550794763379836
Modularity : 0.337104
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 941 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 Thursday, 23 July 2020 at 12:00 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 11-minute period from Tuesday, 14 July 2020 at 13:30 UTC to Thursday, 23 July 2020 at 11:41 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:
[396] top,hashtags [100] nodexl,enricomolinari [82] nodexl,nodexl_mktng [80] nodexl,gp_pulipaka [67] #ai,#iot [62] #bigdata,#datascience [59] hashtags,#ai [59] #finserv,#fintech [58] #datascience,#analytics [58] pinakilaskar,top Top Word Pairs in Tweet in G1:
[164] top,hashtags [55] nodexl,gp_pulipaka [51] nodexl,enricomolinari [50] #bigdata,#datascience [49] hashtags,#ai [49] pinakilaskar,top [49] #datascience,#analytics [48] #analytics,#machinelearning [47] hubofml,chidambara09 [42] enricomolinari,spirosmargaris Top Word Pairs in Tweet in G2:
[71] top,hashtags [25] #datascience,#bigdata [19] hashtags,#datascience [18] #bigdata,#analytics [17] nodexl,chidambara09 [17] hashtags,#bigdata [17] nodexl,gp_pulipaka [16] #frenchtech,nodexl [16] #analytics,#iot [15] #cloudcomputing,nodexl Top Word Pairs in Tweet in G3:
[20] top,hashtags [3] #disinformation,health [3] health,corona [3] corona,covid [3] covid,nodexl [3] nodexl,stollmeyereu [3] stollmeyereu,disinfoindex [3] disinfoindex,mediagazerchat [3] mediagazerchat,gijn [3] gijn,dwatchnews Top Word Pairs in Tweet in G4:
[59] top,hashtags [29] socnetanalysts,#sunbelt2020 [29] #sunbelt2020,nodexl [29] nodexl,socnetanalysts [29] socnetanalysts,lista_redes [29] hashtags,#sunbelt2020 [27] #sunbelt2020,#sna [22] csmarcum,akbaritabar [16] koehlylaura,csmarcum [16] #sna,#covidー19 Top Word Pairs in Tweet in G5:
[10] top,hashtags [2] hashtags,#findsomethingnew [2] quirksvirtual,nodexl [2] nodexl,quirksmr [2] quirksmr,julie1research [2] julie1research,innovatemr [2] innovatemr,voxpopme [2] voxpopme,stewtippler [2] stewtippler,cmbinfo [2] cmbinfo,fastuna1 Top Word Pairs in Tweet in G6:
[32] top,hashtags [30] #femtech,#womenwhocode [30] #womenwhocode,#uk [30] #datascientist,#datascience [30] #datascience,#linux [30] #linux,#frenchtech [30] #rstats,#javascript [30] #javascript,#france [27] #bigdata,#usa [26] nodexl,nodexl Top Word Pairs in Tweet in G7:
[21] top,hashtags [16] traveltech,nodexl [16] nodexl,enricomolinari [16] enricomolinari,fmfrancoise [16] fmfrancoise,travel_biz_news [16] travel_biz_news,oleryhq [16] oleryhq,eu_startups [16] eu_startups,usdataart [16] usdataart,traveltech [16] traveltech,theb1m Top Word Pairs in Tweet in G8:
[15] zwave_alliance,poorvika_mobile [15] poorvika_mobile,anvith64518557 [15] anvith64518557,fmfrancoise [15] fmfrancoise,iotinhome1 [15] iotinhome1,shicooks [15] shicooks,mikequindazzi [14] nodexl,nodexl_mktng [14] mikequindazzi,glengilmore [13] glengilmore,paula_piccard [12] creation,asco Top Word Pairs in Tweet in G9:
[5] robmay70,cybersecboardrm [5] cybersecboardrm,bethfratesmd [5] bethfratesmd,bigdata_joe [5] bigdata_joe,docassar [5] docassar,andrewincontact [5] andrewincontact,ragusosergio [5] ragusosergio,nodexl [5] nodexl,marc_smith [5] marc_smith,neilcattermull [5] neilcattermull,audreydesisto Top Word Pairs in Tweet in G10:
[27] mertiumfin,betamoroney [27] betamoroney,oluskayacan [27] oluskayacan,3itcom [27] 3itcom,ingliguori [27] joannmoretti,gvalan [26] ingliguori,louiseoconor [26] louiseoconor,joannmoretti [26] gvalan,maya_elkhoury [26] maya_elkhoury,nodexl [25] chirpty_team,mercer 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 G6:
Top Replied-To in G8:
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: