The graph represents a network of 1 184 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 Friday, 17 September 2021 at 15:14 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 31-minute period from Thursday, 09 September 2021 at 08:07 UTC to Friday, 17 September 2021 at 14:38 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 : 1184
Unique Edges : 4236
Edges With Duplicates : 6949
Total Edges : 11185
Number of Edge Types : 5
Mentions : 2755
MentionsInRetweet : 7198
Retweet : 904
Tweet : 49
Replies to : 279
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0,0742985798406651
Reciprocated Edge Ratio : 0,138320167660809
Connected Components : 7
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1148
Maximum Edges in a Connected Component : 11058
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,939574
Graph Density : 0,00442858856320395
Modularity : 0,308831
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1 184 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 Friday, 17 September 2021 at 15:14 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 31-minute period from Thursday, 09 September 2021 at 08:07 UTC to Friday, 17 September 2021 at 14:38 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:
[524] top,hashtags [138] social,media [137] #bigdata,#twitter [130] #linux,#flutter [127] #twitter,#linux [127] #flutter,#womenintech [119] #womenwhocode,#100daysofcode [94] #womenintech,#womenwhocode [89] enricomolinari,nodexl [88] #100daysofcode,#socialmedia Top Word Pairs in Tweet in G1:
[232] top,hashtags [64] hashtags,#ai [61] enricomolinari,nodexl [54] top,influencers [53] nodexl,chidambara09 [53] antgrasso,rpatoolsc [51] nodexl,pinakilaskar [50] #bigdata,#twitter [47] boudoirnum,ralphlauren [47] ralphlauren,fashiontech101 Top Word Pairs in Tweet in G2:
[152] top,hashtags [96] social,media [90] #linux,#flutter [87] #bigdata,#twitter [87] #twitter,#linux [87] #flutter,#womenintech [82] #womenwhocode,#100daysofcode [62] #womenintech,#womenwhocode [58] #100daysofcode,#socialmedia [46] mpweirdopodcast,mjoehlerich Top Word Pairs in Tweet in G3:
[27] top,hashtags [5] nodexl,helsinkiuni [5] hashtags,#veikkauskratia [5] lang,fi [5] fi,nodexl [4] #veikkauskratia,nodexl [4] nodexl,anupeltola22 [4] anupeltola22,pihanurmi [4] pihanurmi,senjalarsen [4] senjalarsen,akaa89 Top Word Pairs in Tweet in G4:
[42] top,hashtags [19] social,media [11] nodexl,jfsebastian146 [11] jeremyhl,drjimmystar [11] drjimmystar,twizmwhytepiece [11] twizmwhytepiece,timothy_hughes [11] timothy_hughes,kirkdborne [11] kirkdborne,gp_pulipaka [11] gp_pulipaka,markbird17 [11] markbird17,spacesreporter Top Word Pairs in Tweet in G5:
[42] top,hashtags [15] nodexl,techsoup [15] #nonprofit,#nonprofits [13] nodexl,martinhoyes [13] martinhoyes,baski_la [13] baski_la,shrm [13] david_green_uk,fwdhumanity [13] #leadership,#shrm [11] #nonprofits,#fundraising [10] #shrm,#humanresources Top Word Pairs in Tweet in G6:
[7] nodexl,caring_mobile [6] caring_mobile,e_health_ [5] e_health_,cdc_ehealth [5] bhojrsingh,cdcgov [5] cdcgov,eumhealthhub [5] eumhealthhub,globaliqx [4] enricomolinari,nodexl [4] cdc_ehealth,bhojrsingh [4] globaliqx,world [4] world,watching Top Word Pairs in Tweet in G7:
[11] top,hashtags [11] #lthechat,#highered [7] #practicalpedagogy1,nodexl [7] nodexl,practicalped [7] practicalped,chrisheadleand [7] chrisheadleand,profsallybrown [7] profsallybrown,alejandroa [7] alejandroa,mdleast [7] mdleast,cuthbert_kate [7] cuthbert_kate,suebecks Top Word Pairs in Tweet in G8:
[22] proud,great [22] great,#insurtech [22] #insurtech,minds [22] minds,nodexl [20] #insurtech,#fintech [19] nodexl,#programming [19] #programming,#data [19] #data,#analytics [19] #analytics,#bigdata [19] #bigdata,#ai Top Word Pairs in Tweet in G9:
[5] nodexl,growthhub_ [5] growthhub_,chidambara09 [5] chidambara09,digitalmehmet [5] digitalmehmet,edward733 [5] edward733,walthollick [5] walthollick,sallyeaves [5] sallyeaves,hrcurator [5] hrcurator,antgrasso [3] rootnk,michaelbathurst [3] michaelbathurst,nodexl Top Word Pairs in Tweet in G10:
[16] #mediaresearchinstitute,#twitterresearchproject [15] #gephi,#nodexl [15] #nodexl,#rstats [15] #datascience,#openscience [14] #rstats,#machinelearning [14] #machinelearning,#datascience [9] #twitterresearchproject,#socialnetworkanalysis [8] #openscience,#dataviz [7] #twitterresearchproject,digital [7] digital,landscape Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: