The graph represents a network of 1,174 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 20:01 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 32-minute period from Monday, 16 May 2022 at 10:19 UTC to Tuesday, 24 May 2022 at 19:51 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 : 1174
Unique Edges : 2874
Edges With Duplicates : 4085
Total Edges : 6959
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0730717185385656
Reciprocated Edge Ratio : 0.136191677175284
Connected Components : 15
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1074
Maximum Edges in a Connected Component : 6833
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.450562
Graph Density : 0.00287923479887474
Modularity : 0.35771
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,174 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 20:01 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 32-minute period from Monday, 16 May 2022 at 10:19 UTC to Tuesday, 24 May 2022 at 19:51 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
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[467] top,hashtags [86] hashtags,#ai [70] thank,u [66] #bigdata,#twitter [61] salhaj,fmfrancoise [57] #twitter,#ai [55] gp_pulipaka,kirkdborne [54] this0499154500,salhaj [50] nodexl,michaelbathurst [50] michaelbathurst,this0499154500 Top Word Pairs in Tweet in G1:
[145] top,hashtags [20] thank,u [17] nodexl,this0499154500 [12] this0499154500,salhaj [12] salhaj,fmfrancoise [12] nodexl,michaelbathurst [10] #bigdata,#twitter [9] docassar,nodexl [8] michaelbathurst,this0499154500 [8] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[199] top,hashtags [73] hashtags,#ai [56] #bigdata,#twitter [50] #twitter,#ai [50] thank,u [49] gp_pulipaka,kirkdborne [49] salhaj,fmfrancoise [42] michaelbathurst,this0499154500 [42] this0499154500,salhaj [41] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[25] using,#nodexl [22] #socialmedia,data [22] scholarship,competition [19] learn,analyse [19] analyse,unstructured [19] unstructured,#socialmedia [19] data,academic [19] academic,research [19] research,using [19] #nodexl,powerful Top Word Pairs in Tweet in G4:
[27] 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:
[7] #nodexl,#wordle [4] tutti,gli [3] #sbtweets,#nodexl [3] ne,parla [2] apr,mag [2] perché,si [2] si,parla [2] #orsini,g2 [2] altri,hashtag [2] #wordle,#clustercnm Top Word Pairs in Tweet in G6:
[29] top,hashtags [18] #corpgov,#csr [12] nodexl,hrcurator [12] #hr,#corpgov [11] #csr,#salesforce [9] #nonprofit,#nonprofits [8] #crm,#finserv [7] #hranalytics,nodexl [7] hashtags,#hranalytics [7] #hranalytics,#hr Top Word Pairs in Tweet in G7:
[20] #technovationgirlsmadrid,nodexl [20] nodexl,#seohashtag [18] technovationmad,anabelanogs [18] anabelanogs,empowertocode [18] emiliobarredam,imation4430 [18] imation4430,angelaesplic [18] angelaesplic,crtshrd [18] crtshrd,huhuzgz [18] huhuzgz,#technovationgirlsmadrid [17] top,hashtags Top Word Pairs in Tweet in G8:
[16] top,hashtags [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 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 G6:
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: