The graph represents a network of 1 436 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 Tuesday, 12 November 2019 at 19:37 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 38-minute period from Monday, 04 November 2019 at 02:45 UTC to Tuesday, 12 November 2019 at 19:24 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 : 1570
Unique Edges : 6506
Edges With Duplicates : 11035
Total Edges : 17541
Number of Edge Types : 4
Replies to : 379
Mentions : 15653
Tweet : 317
Retweet : 1192
Self-Loops : 336
Reciprocated Vertex Pair Ratio : 0,0595536324299704
Reciprocated Edge Ratio : 0,112412681354111
Connected Components : 20
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1467
Maximum Edges in a Connected Component : 17048
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,03317
Graph Density : 0,00377740700596347
Modularity : 0,338341
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1 436 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 Tuesday, 12 November 2019 at 19:37 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 38-minute period from Monday, 04 November 2019 at 02:45 UTC to Tuesday, 12 November 2019 at 19:24 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:
[907] top,hashtags [303] #ai,#iot [270] nodexl,mikequindazzi [163] hashtags,#ai [130] ronald_vanloon,mikequindazzi [123] social,media [121] mikequindazzi,ronald_vanloon [112] hashtags,#futureofwork [100] #iot,#robotics [99] #futureofwork,nodexl Top Word Pairs in Tweet in G1:
[228] top,hashtags [99] social,media [72] 13,nov [58] event,taking [58] taking,place [50] #savethedate,awesome [49] #digitalresponsable,#paris [48] place,agence_socialty [47] #paris,learn [47] learn,#nodexl Top Word Pairs in Tweet in G2:
[561] top,hashtags [260] #ai,#iot [246] nodexl,mikequindazzi [137] hashtags,#ai [126] ronald_vanloon,mikequindazzi [109] mikequindazzi,ronald_vanloon [105] hashtags,#futureofwork [98] #futureofwork,nodexl [87] #bigdata,nodexl [86] #iot,#robotics Top Word Pairs in Tweet in G3:
[44] top,hashtags [7] #slush,nodexl [7] nodexl,slushhq [7] hashtags,#slush [6] #ilmastotwitter,nodexl [6] nodexl,maripantsar [6] maripantsar,jbistrom [6] jbistrom,kaisakosonen [6] kaisakosonen,jmkorhonen [6] jmkorhonen,yjaakkol Top Word Pairs in Tweet in G4:
[22] fyahdaughter,rastafaritimes [12] alvaroleyva,drodriguezven [12] drodriguezven,mashirafael [12] mashirafael,presidency_sy [12] presidency_sy,jc_varela [12] jc_varela,xijingping [12] xijingping,abeshinzo [12] abeshinzo,kimjong_un [12] kimjong_un,michelaoun [12] michelaoun,caritas_milano Top Word Pairs in Tweet in G5:
[14] top,hashtags [6] #caschat,nodexl [6] nodexl,simonpj0 [6] simonpj0,caschat_uk [6] caschat_uk,ddr333 [6] ddr333,strictlycomp1 [6] strictlycomp1,wearecomputing [6] wearecomputing,baggiepr [6] baggiepr,bradleydardis [6] bradleydardis,clcsimon Top Word Pairs in Tweet in G6:
[14] top,hashtags [6] ravenintell,ihrim [6] ihrim,hrtechconf [6] #hr,#futureofwork [6] #dreamforce,#salesforce [4] #culturefirst19,nodexl [4] nodexl,cultureamp [4] cultureamp,martinhoyes [4] martinhoyes,hrcertinstitute [4] hrcertinstitute,robinschooling Top Word Pairs in Tweet in G7:
[12] tweets,hashtag [12] hashtag,#datascience [12] rtweet,#rstats [12] social,media [12] media,analysis [10] package,rtweet [9] corpgov,nodexl [9] top,hashtags [8] #twitter,research [8] research,project Top Word Pairs in Tweet in G8:
[29] #aiio,#bigdata [29] #bigdata,#ml [29] #ml,#nlu [29] #nlu,#iot [29] #iot,cc [29] mikequindazzi,moz [29] moz,nealschaffer [29] nealschaffer,nigelwalsh [29] nigelwalsh,nodexl [29] nodexl,pbouillaud Top Word Pairs in Tweet in G9:
[6] greens,sciencepartyaus [6] sciencepartyaus,piratepartyau [6] piratepartyau,oddemocracya [6] oddemocracya,ausworkersparty [6] australianlabor,voteflux [5] ausworkersparty,australianlabor [3] mathsparty_mpa,greens [3] voteflux,nodexl [3] livingatlas,tern_aus [3] googlearvr,earthoutreach Top Word Pairs in Tweet in G10:
[18] sna,#wcol2019 [14] top,hashtags [14] hashtags,#wcol2019 [14] #wcol2019,#openteach [14] #openteach,#onlinelearning [14] #dublin,#oer [12] nodexl,wcol2019 [12] brittazawada,dublincityuni [10] #wcol2019,#nodexl [10] #nodexl,wcol2019 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 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 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: