The graph represents a network of 1,639 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, 09 November 2021 at 21:54 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 36-minute period from Monday, 01 November 2021 at 04:11 UTC to Tuesday, 09 November 2021 at 21:47 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 : 1639
Unique Edges : 7189
Edges With Duplicates : 16173
Total Edges : 23362
Number of Edge Types : 5
Replies to : 572
Mentions : 6358
MentionsInRetweet : 14648
Retweet : 1745
Tweet : 39
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0807057840885362
Reciprocated Edge Ratio : 0.14935754999517
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1613
Maximum Edges in a Connected Component : 23310
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.700392
Graph Density : 0.00385557768108104
Modularity : 0.246086
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,639 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, 09 November 2021 at 21:54 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 36-minute period from Monday, 01 November 2021 at 04:11 UTC to Tuesday, 09 November 2021 at 21:47 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:
[949] top,hashtags [251] nodexl,chidambara09 [184] #bigdata,#twitter [176] #twitter,#ces2022 [167] #ces2022,#nodexl [157] hablamos,nodexl [157] #nodexl,#linkedin [148] hegilr,verukita1 [146] nodexl,#ahoranodexlhablaespañol [146] top,#influencers Top Word Pairs in Tweet in G1:
[442] top,hashtags [152] hablamos,nodexl [141] nodexl,#ahoranodexlhablaespañol [136] hegilr,verukita1 [124] analíticos,#redessociales [123] recolección,data [122] marcos,colsa [122] miembros,smr_foundation [122] smr_foundation,analizan [122] analizan,impacto Top Word Pairs in Tweet in G2:
[199] top,hashtags [31] nodexl,chidambara09 [20] #bigdata,#twitter [19] enilev,evasmartai [16] top,10 [16] 10,influencers [16] #twitter,#ces2022 [15] nodexl,jeremyhl [14] #ai,#datascience [14] congrats,everyone Top Word Pairs in Tweet in G3:
[259] top,hashtags [134] #twitter,#ces2022 [133] #ces2022,#nodexl [131] #bigdata,#twitter [128] #nodexl,#linkedin [119] nodexl,chidambara09 [114] #linkedin,#salesforce [83] hashtags,#ai [82] enilev,mam [82] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[7] top,hashtags [2] nodexl,fazersuomi Top Word Pairs in Tweet in G5:
[25] nodexl,jfsebastian146 [25] jfsebastian146,cop26 [25] cop26,jane__eden [25] jane__eden,undp [25] undp,arikring [25] arikring,unbiodiversity [25] enricomolinari,profmarkmaslin [25] profmarkmaslin,imagine_garden [19] #influencer,nodexl [18] #climatechange,#influencer Top Word Pairs in Tweet in G6:
[23] nodexl,embassy [23] embassy,expulsion [20] social,network [20] network,analysis [16] academic,study [16] present,false [16] false,pictures [16] pictures,support [16] support,disinformation [16] wikileaks,supporter Top Word Pairs in Tweet in G7:
[20] samighazali,nodexl [19] cc,samighazali [18] nodexl,jamesmarland [18] jamesmarland,williamstim [18] williamstim,lucindarhenry1 [17] measure,draw [17] draw,floorplans [17] floorplans,more [17] more,#augmentedreality [17] #augmentedreality,harbrimah Top Word Pairs in Tweet in G8:
[20] #influencer,nodexl [14] caring_mobile,cdc_ehealth [14] cdc_ehealth,e_health_ [14] e_health_,enricomolinari [14] enricomolinari,mlgg2 [14] mlgg2,microtruffle [14] microtruffle,bhojrsingh [13] bhojrsingh,globaliqx [13] globaliqx,m6sp2004 [13] m6sp2004,epic_ehealth Top Word Pairs in Tweet in G9:
[11] top,hashtags [9] hashtags,#exchangestrong [8] #exchangestrong,nodexl [8] nodexl,chidambara09 [8] #exchangestrong,#exchangecares [8] #exchangecares,#xcmemphis [8] #xcmemphis,#bigdata [6] chidambara09,mjoehlerich [6] procurement2030,procurementstar [6] procurementstar,supplychain2030 Top Word Pairs in Tweet in G10:
[3] adweek,ogilvy [3] ogilvy,wirelesscar [3] wirelesscar,vwvortex [3] vwvortex,motorious_com [3] motorious_com,nodexl [3] nodexl,twitter [3] twitter,svb_financial [3] svb_financial,f6s_gov [3] f6s_gov,secelainechao [3] secelainechao,usdot 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: