The graph represents a network of 2 211 Twitter users whose recent tweets contained "NodeXL OR Socioviz OR Gephi OR mspowerbi", 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 Sunday, 03 November 2019 at 09:57 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 37-minute period from Friday, 25 October 2019 at 03:50 UTC to Sunday, 03 November 2019 at 09:27 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 : 2356
Unique Edges : 9153
Edges With Duplicates : 17888
Total Edges : 27041
Number of Edge Types : 4
Mentions : 23866
Replies to : 900
Tweet : 418
Retweet : 1857
Self-Loops : 459
Reciprocated Vertex Pair Ratio : 0,0677744127036097
Reciprocated Edge Ratio : 0,126945189727865
Connected Components : 68
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 2155
Maximum Edges in a Connected Component : 24049
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3,387588
Graph Density : 0,00235113672819814
Modularity : 0,339292
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2 211 Twitter users whose recent tweets contained "NodeXL OR Socioviz OR Gephi OR mspowerbi", 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 Sunday, 03 November 2019 at 09:57 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 37-minute period from Friday, 25 October 2019 at 03:50 UTC to Sunday, 03 November 2019 at 09:27 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 OR Socioviz OR Gephi OR mspowerbi
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:
[1163] top,hashtags [393] #ai,#iot [333] nodexl,mikequindazzi [214] hashtags,#ai [208] social,media [175] #futureofwork,#ai [168] hashtags,#futureofwork [168] power,bi [144] mikequindazzi,ronald_vanloon [143] #futureofwork,nodexl Top Word Pairs in Tweet in G1:
[257] top,hashtags [163] social,media [112] #phdchat,#ecrchat [109] #ecrchat,#phdforum [109] #phdforum,#socialmedia [107] taking,place [99] #socialmedia,#academia [97] mapa,interacciones [86] possible,attend [86] attend,online Top Word Pairs in Tweet in G2:
[763] top,hashtags [358] #ai,#iot [302] nodexl,mikequindazzi [191] hashtags,#ai [171] #futureofwork,#ai [164] hashtags,#futureofwork [143] #futureofwork,nodexl [126] #automation,#robotics [124] cc,mikequindazzi [120] mikequindazzi,ronald_vanloon Top Word Pairs in Tweet in G3:
[152] power,bi [47] lineage,view [44] machine,learning [33] bi,lineage [33] view,mspowerbi [32] #powerplatformwt,#dublin [31] introducing,power [30] simplify,#data [30] #data,analysis [30] analysis,innovative Top Word Pairs in Tweet in G4:
[27] top,hashtags [20] fyahdaughter,rastafaritimes [16] théâtre,par [16] par,graphes [16] graphes,quelques [16] quelques,pistes [16] pistes,croisements [16] croisements,#lettres [16] #lettres,#snt [16] #snt,analysant Top Word Pairs in Tweet in G5:
[59] top,hashtags [30] exchangeclub,xcmuskogee [30] vivianfrancos,gamergeeknews [30] gamergeeknews,jacksonexchange [30] jacksonexchange,exchangeclublh [29] docassar,exchangeclub [29] xcmuskogee,seekingseo4u [24] hashtags,#uno1forall [24] unosml,nodexl [21] seekingseo4u,vivianfrancos Top Word Pairs in Tweet in G6:
[21] fascinating,'quiet [21] 'quiet,citizens' [21] citizens',world [21] world,tweeting [21] tweeting,#climatecrisis [21] #climatecrisis,govts [21] govts,talk [21] talk,world [15] nodexl,gretathunberg [11] geraldkutney,mikehudema Top Word Pairs in Tweet in G7:
[77] bluewhackadoo,securitybrew [77] callum90ish,sbisson [77] sbisson,sarahbday [77] getwired,tashaev [77] tashaev,eljefedsecurit [77] eljefedsecurit,wkmyrhang [77] wkmyrhang,amtwo [77] amtwo,northfacehiker [77] northfacehiker,noonefollowsme [77] noonefollowsme,slimjim2893 Top Word Pairs in Tweet in G8:
[32] thepatientsside,mcuban [32] mcuban,mikebiselli [32] mikebiselli,kimberlyanngeo [27] nodexl,2healthguru [27] 2healthguru,hlthevent [23] rasushrestha,wegohealth [19] healthdata4all,nodexl [17] dsgold,healthdata4all [16] wegohealth,thepatientsside [15] hlthevent,casjoquist Top Word Pairs in Tweet in G9:
[9] nodexl,insights [8] using,nodexl [8] insights,networks [6] power,bi [4] step,supercharge [4] supercharge,analytics [4] learn,more [4] more,#simplyunmatched [4] #simplyunmatched,#analytics [4] #analytics,#azure Top Word Pairs in Tweet in G10:
[28] swexner,pferrada1 [23] nejm,womensurgeons [23] womensurgeons,tomvarghesejr [23] cirbosque,pturnermd [19] pferrada1,davidsyong [19] davidsyong,logghemd [19] logghemd,stephen_sharpmd [16] amcollsurgeons,pferrada1 [15] stephen_sharpmd,twitonomyapp [15] rasacs,cirbosque 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: