The graph represents a network of 651 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 Wednesday, 21 July 2021 at 09:11 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 1-minute period from Monday, 12 July 2021 at 21:01 UTC to Wednesday, 21 July 2021 at 09:03 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 : 651
Unique Edges : 1917
Edges With Duplicates : 1845
Total Edges : 3762
Number of Edge Types : 5
Retweet : 307
Replies to : 87
Mentions : 1316
MentionsInRetweet : 2029
Tweet : 23
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0445326278659612
Reciprocated Edge Ratio : 0.0852680455888561
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 634
Maximum Edges in a Connected Component : 3742
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.255994
Graph Density : 0.00559848753397141
Modularity : 0.437801
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 651 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 Wednesday, 21 July 2021 at 09:11 UTC.
The tweets in the network were tweeted over the 8-day, 12-hour, 1-minute period from Monday, 12 July 2021 at 21:01 UTC to Wednesday, 21 July 2021 at 09:03 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[127] top,hashtags [67] summer,school [64] social,media [57] nodexl,nodexl [54] samighazali,nodexl [53] #digital,#digitaltransformation [53] nodexl,michaelbathurst [48] learn,collect [48] collect,analyze [48] analyze,visualize Top Word Pairs in Tweet in G1:
[32] top,hashtags [22] nodexl,nodexl [21] nodexl,michaelbathurst [21] docassar,marc_smith [21] marc_smith,mihkal [20] salhaj,scottturneruon [18] #gephi,#nodexl [17] mihkal,enricomolinari [17] enricomolinari,salhaj [16] chidambara09,docassar Top Word Pairs in Tweet in G2:
[63] summer,school [59] social,media [45] catherineadenle,ingliguori [45] ingliguori,pythonexpertbot [45] learn,collect [45] collect,analyze [45] analyze,visualize [45] visualize,report [45] report,present [45] present,insights Top Word Pairs in Tweet in G3:
[20] top,hashtags [4] cjeu,nodexl [4] nodexl,eu_commission [4] eu_commission,j_jaraczewski [4] j_jaraczewski,interinoenfraud [4] interinoenfraud,vdombrovskis [4] vdombrovskis,europarl_en [4] europarl_en,euprosecutor [4] euprosecutor,josepborrellf [4] josepborrellf,stevepeers Top Word Pairs in Tweet in G4:
[16] worth,following [16] nodexl,nodexl [14] top,hashtags [13] nodexl,michaelbathurst [11] twitter,excellence [11] excellence,worth [11] #socialmedia,#bigdata [11] infotechrg,evankirstel [10] #ff,mt [10] mt,michaelbathurst Top Word Pairs in Tweet in G5:
[49] samighazali,nodexl [48] #digital,#digitaltransformation [29] nodexl,williamstim [27] microsoft,antgrasso [27] 7wdata,danielnewmanuv [27] danielnewmanuv,samighazali [26] intro,#cloud [26] #cloud,#edgecomputing [26] #edgecomputing,microsoft [26] antgrasso,#bigdata Top Word Pairs in Tweet in G6:
[21] top,hashtags [11] #eval,nodexl [11] nodexl,aeaweb [11] aeaweb,afghan_eval [11] afghan_eval,khalilbitar [11] khalilbitar,hurhassnain [11] hurhassnain,undp_evaluation [11] undp_evaluation,eval_youth [11] eval_youth,danawanzer [11] danawanzer,wfp_evaluation Top Word Pairs in Tweet in G7:
[11] made,again [11] again,nodexl's [11] nodexl's,top [11] top,10 [11] 10,insurtech [11] insurtech,influencers [11] influencers,huge [11] huge,thanks [11] thanks,chidambara09 [11] chidambara09,enricomolinari Top Word Pairs in Tweet in G8:
[4] humanre41270855,david_green_uk [4] martinhoyes,mitchzenger [4] top,hashtags [4] #futureofwork,#leadership [2] top,influencers [2] influencers,#peopleanalytics [2] #peopleanalytics,#nodexl [2] #nodexl,humanre41270855 [2] david_green_uk,hrcurator [2] hrcurator,martinhoyes Top Word Pairs in Tweet in G9:
[4] nodexl,minneapolisfed [4] minneapolisfed,philadelphiafed [4] philadelphiafed,kansascityfed [4] kansascityfed,bostonfed [4] bostonfed,jenniferdoleac [4] jenniferdoleac,nickturner718 [4] nickturner718,atlantafed [4] verainstitute,marcalevin [3] atlantafed,verainstitute [2] #racismandtheeconomy,event 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 G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: