The graph represents a network of 1,122 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, 24 May 2022 at 15:42 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 33-minute period from Monday, 16 May 2022 at 10:19 UTC to Tuesday, 24 May 2022 at 14:53 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.
Vertices : 1122
Unique Edges : 2740
Edges With Duplicates : 3725
Total Edges : 6465
Number of Edge Types : 5
MentionsInRetweet : 3716
Mentions : 2129
Retweet : 460
Replies to : 103
Tweet : 57
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.076527698458024
Reciprocated Edge Ratio : 0.142175066312997
Connected Components : 15
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1022
Maximum Edges in a Connected Component : 6339
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.575932
Graph Density : 0.00299738742305778
Modularity : 0.370178
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,122 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, 24 May 2022 at 15:42 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 33-minute period from Monday, 16 May 2022 at 10:19 UTC to Tuesday, 24 May 2022 at 14:53 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:
[86] hashtags,#ai [63] #bigdata,#twitter [61] salhaj,fmfrancoise [57] #twitter,#ai [55] gp_pulipaka,kirkdborne [54] this0499154500,salhaj [50] nodexl,michaelbathurst [50] michaelbathurst,this0499154500 [48] #bigdata,#iot [48] #datascience,#machinelearning Top Word Pairs in Tweet in G1:
[14] nodexl,this0499154500 [12] this0499154500,salhaj [12] salhaj,fmfrancoise [12] nodexl,michaelbathurst [9] #bigdata,#twitter [8] michaelbathurst,this0499154500 [8] #datascience,#machinelearning [7] fmfrancoise,docassar [7] docassar,shoutmgb [7] nodexl,fluttbot Top Word Pairs in Tweet in G2:
[72] hashtags,#ai [54] #bigdata,#twitter [50] #twitter,#ai [49] salhaj,fmfrancoise [48] gp_pulipaka,kirkdborne [42] michaelbathurst,this0499154500 [42] this0499154500,salhaj [40] #datascience,#machinelearning [39] #iiot,#machinelearning [39] nodexl,gp_pulipaka Top Word Pairs in Tweet in G3:
[26] scholarship,competition [24] #socialmedia,data [20] learn,analyse [20] analyse,unstructured [20] unstructured,#socialmedia [20] data,academic [20] academic,research [20] research,#nodexl [20] #nodexl,powerful [20] powerful,microsoft Top Word Pairs in Tweet in G4:
[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 [10] msesingapore,earth_buddy_ Top Word Pairs in Tweet in G5:
[7] #nodexl,#wordle [4] tutti,gli [3] #sbtweets,#nodexl [3] ne,parla [2] apr,mag [2] perché,parla [2] #orsini,g2 [2] altri,hashtag [2] #wordle,#clustercnm [2] tutti,giorni Top Word Pairs in Tweet in G6:
[16] #corpgov,#csr [10] nodexl,hrcurator [10] #hr,#corpgov [9] #csr,#salesforce [9] #nonprofit,#nonprofits [8] #crm,#finserv [7] #hranalytics,nodexl [7] hashtags,#hranalytics [7] #hranalytics,#hr [6] #nonprofits,#socialgood Top Word Pairs in Tweet in G7:
[19] #technovationgirlsmadrid,nodexl [19] nodexl,#seohashtag [19] technovationmad,anabelanogs [19] anabelanogs,empowertocode [19] emiliobarredam,imation4430 [19] imation4430,angelaesplic [19] angelaesplic,crtshrd [19] crtshrd,huhuzgz [19] huhuzgz,#technovationgirlsmadrid [11] audiencias,#technovationgirlsmadrid Top Word Pairs in Tweet in G8:
[7] hashtags,#ai [6] fashiontech,nodexl [6] nodexl,pinakilaskar [6] pinakilaskar,enilev [6] bimedotcom,anand_narang [5] #selfdrivingcars,nodexl [5] nodexl,robotconsumer [5] robotconsumer,pinakilaskar [5] pinakilaskar,khulood_almani [5] khulood_almani,guidaautonoma Top Word Pairs in Tweet in G10:
[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 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:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: