The graph represents a network of 1,169 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, 25 May 2022 at 12:26 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Tuesday, 17 May 2022 at 05:01 UTC to Wednesday, 25 May 2022 at 09:50 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 : 1169
Unique Edges : 2814
Edges With Duplicates : 4119
Total Edges : 6933
Number of Edge Types : 5
Mentions : 2359
MentionsInRetweet : 3938
Retweet : 474
Replies to : 109
Tweet : 53
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0736929922135706
Reciprocated Edge Ratio : 0.137270137270137
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1077
Maximum Edges in a Connected Component : 6787
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.414425
Graph Density : 0.00282775935409025
Modularity : 0.356835
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,169 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, 25 May 2022 at 12:26 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Tuesday, 17 May 2022 at 05:01 UTC to Wednesday, 25 May 2022 at 09:50 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[463] top,hashtags [90] hashtags,#ai [67] #bigdata,#twitter [61] salhaj,fmfrancoise [58] #twitter,#ai [56] gp_pulipaka,kirkdborne [54] nodexl,michaelbathurst [54] this0499154500,salhaj [49] #datascience,#machinelearning [48] michaelbathurst,this0499154500 Top Word Pairs in Tweet in G1:
[157] top,hashtags [19] nodexl,this0499154500 [13] nodexl,michaelbathurst [12] this0499154500,salhaj [12] salhaj,fmfrancoise [11] #bigdata,#twitter [10] docassar,nodexl [9] #smle2022,#ff [9] endruvitak,globaliqx [8] michaelbathurst,this0499154500 Top Word Pairs in Tweet in G2:
[158] top,hashtags [77] hashtags,#ai [55] #bigdata,#twitter [50] #twitter,#ai [50] gp_pulipaka,kirkdborne [48] salhaj,fmfrancoise [42] #machinelearning,#bigdata [42] #datascience,#iiot [41] this0499154500,salhaj [41] nodexl,gp_pulipaka Top Word Pairs in Tweet in G3:
[63] top,hashtags [20] #corpgov,#csr [13] #csr,#salesforce [12] nodexl,hrcurator [12] #hr,#corpgov [10] nodexl,michaelbathurst [10] #nonprofit,#nonprofits [8] unosmlre,nodexl [8] this0499154500,nebraskasower [8] #salesforce,#wef Top Word Pairs in Tweet in G4:
[28] top,hashtags [12] #deforestation,nodexl [12] #deforestation,#boycott4wildlife [12] #boycott4wildlife,#palmoil [12] #palmoil,#climatecrisis [12] #climatecrisis,#nature [10] nodexl,palmoildetect [10] palmoildetect,mikehudema [10] mikehudema,sadhgurujv [10] sadhgurujv,msesingapore Top Word Pairs in Tweet in G5:
[22] scholarship,competition [21] using,#nodexl [18] #socialmedia,data [17] network,analysis [16] top,hashtags [15] social,network [15] learn,analyse [15] analyse,unstructured [15] unstructured,#socialmedia [15] data,academic Top Word Pairs in Tweet in G6:
[7] #nodexl,#wordle [5] chi,occupa [4] #metaverso,occupa [4] occupa,chi [4] occupa,mercadocryptoit [4] mercadocryptoit,#nft [4] #nft,classcnbc [4] classcnbc,#zuckerberg [4] #zuckerberg,geeksacademyeu [4] geeksacademyeu,#tecnologia Top Word Pairs in Tweet in G7:
[25] #technovationgirlsmadrid,nodexl [25] nodexl,#seohashtag [18] technovationmad,anabelanogs [18] anabelanogs,empowertocode [18] emiliobarredam,imation4430 [18] imation4430,angelaesplic [18] angelaesplic,crtshrd [18] crtshrd,huhuzgz [18] huhuzgz,#technovationgirlsmadrid [16] activithink,anabelanogs Top Word Pairs in Tweet in G8:
[8] top,hashtags [7] hashtags,#ai [5] #selfdrivingcars,nodexl [5] nodexl,robotconsumer [5] robotconsumer,pinakilaskar [5] pinakilaskar,khulood_almani [5] khulood_almani,guidaautonoma [5] guidaautonoma,analytics_699 [5] analytics_699,ronald_vanloon [5] ronald_vanloon,jeroenbartelse Top Word Pairs in Tweet in G9:
[6] scichat,nodexl [6] nodexl,garym [6] garym,praxismedhat [6] praxismedhat,ncse [6] ncse,weareteachers [6] weareteachers,savvaslearning [6] savvaslearning,paulenderle [6] paulenderle,tcea [6] tcea,pj_saez [6] pj_saez,b0tsci Top Word Pairs in Tweet in G10:
[3] distancelearning,nodexl [3] nodexl,distancelrnbot [3] distancelrnbot,sharemylesson [3] sharemylesson,jurijkovalenok1 [3] jurijkovalenok1,jurczyk [3] jurczyk,lovegaelic [3] lovegaelic,officialaiou [3] officialaiou,imohq [3] imohq,stottern [3] stottern,natasianart 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 G7:
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: