The graph represents a network of 1,076 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, 21 July 2020 at 18:16 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 38-minute period from Monday, 13 July 2020 at 05:15 UTC to Tuesday, 21 July 2020 at 17:54 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 : 1076
Unique Edges : 4068
Edges With Duplicates : 4900
Total Edges : 8968
Number of Edge Types : 5
Mentions : 3138
MentionsInRetweet : 5066
Replies to : 179
Retweet : 527
Tweet : 58
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0633720930232558
Reciprocated Edge Ratio : 0.119190814652816
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1064
Maximum Edges in a Connected Component : 8957
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.414713
Graph Density : 0.00474366732947177
Modularity : 0.345854
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 1,076 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, 21 July 2020 at 18:16 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 38-minute period from Monday, 13 July 2020 at 05:15 UTC to Tuesday, 21 July 2020 at 17:54 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:
[424] top,hashtags [137] nodexl,nodexl_mktng [91] nodexl,enricomolinari [78] nodexl,gp_pulipaka [76] #bigdata,#usa [69] #datascientist,#datascience [69] #datascience,#linux [69] #femtech,#womenwhocode [69] #womenwhocode,#uk [66] #bigdata,#datascience Top Word Pairs in Tweet in G1:
[160] top,hashtags [37] nodexl,enricomolinari [36] enricomolinari,spirosmargaris [32] nodexl,gp_pulipaka [32] spirosmargaris,jimmarous [31] #bigdata,#datascience [31] #datascience,#analytics [31] hashtags,#ai [30] socnetanalysts,#sunbelt2020 [30] #sunbelt2020,nodexl Top Word Pairs in Tweet in G2:
[40] top,hashtags [8] hashtags,#agenda2030 [8] #agenda2030,#hlpf2020 [5] ilmasto,nodexl [5] nodexl,meri_ja_ilmasto [5] meri_ja_ilmasto,maripantsar [5] koomikkokivi,top [5] hashtags,#ilmasto [5] #ilmasto,#ilmastokriisi [5] #ilmastokriisi,#farmageddon Top Word Pairs in Tweet in G3:
[109] top,hashtags [69] #bigdata,#usa [67] #femtech,#womenwhocode [67] #womenwhocode,#uk [66] #datascientist,#datascience [66] #datascience,#linux [59] #usa,#canada [57] #linux,#frenchtech [57] #rstats,#javascript [57] #javascript,#france Top Word Pairs in Tweet in G4:
[64] nodexl,nodexl_mktng [30] #fintech,#marketing [29] nodexl_mktng,enricomolinari [25] ranked,1st [25] zwave_alliance,poorvika_mobile [25] poorvika_mobile,anvith64518557 [25] anvith64518557,fmfrancoise [25] fmfrancoise,iotinhome1 [25] iotinhome1,shicooks [25] shicooks,mikequindazzi Top Word Pairs in Tweet in G5:
[71] top,hashtags [18] hashtags,#bigdata [18] nodexl,enricomolinari [17] nodexl,gp_pulipaka [17] #bigdata,#datascience [17] #iot,#ai [16] #datascience,#analytics [15] #analytics,#iot [14] #cloudcomputing,nodexl [14] #ai,#iiot Top Word Pairs in Tweet in G6:
[9] 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 G7:
[4] nodexl,unosmlre [2] #prprofs,tweet [2] tweet,data [2] data,nodexl [2] unosmlre,dr_ti [2] dr_ti,aejmc_prd [2] aejmc_prd,broomcenter [2] broomcenter,docassar [2] docassar,jeremyhl [2] jeremyhl,prsaeducators Top Word Pairs in Tweet in G8:
[9] top,hashtags [6] days,#caschat [6] #caschat,nodexl [6] nodexl,caschat_uk [6] caschat_uk,petermarshman [6] petermarshman,casmidlands [6] casmidlands,clcsimon [6] clcsimon,compatsch [6] compatsch,ddr333 [6] ddr333,baggiepr Top Word Pairs in Tweet in G9:
[16] pwc,mikequindazzi [16] beveve,hansvestberg [16] hansvestberg,revodavid [16] revodavid,nodexl [15] emerging,#technologies [15] #technologies,pwc [15] mikequindazzi,#digital [15] #digital,#datascience [15] #datascience,#5g [15] #5g,#digitaltransformation Top Word Pairs in Tweet in G10:
[14] sninobecerra,mcitlfraphorism [14] mcitlfraphorism,sindi584 [14] sindi584,martinschmierer [14] martinschmierer,donaldtusk [14] donaldtusk,dlatitudes [14] dlatitudes,pedrobriegerok [14] pedrobriegerok,howardstern [14] howardstern,aoc [14] aoc,planetary_sec [14] planetary_sec,wwfcolombia 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 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: