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 12:36 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 44-minute period from Wednesday, 08 September 2021 at 21:00 UTC to Friday, 17 September 2021 at 11:44 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 : 4209
Edges With Duplicates : 7046
Total Edges : 11255
Number of Edge Types : 5
Tweet : 43
Retweet : 907
MentionsInRetweet : 7245
Mentions : 2787
Replies to : 273
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0753079993059171
Reciprocated Edge Ratio : 0.140067774729708
Connected Components : 7
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1148
Maximum Edges in a Connected Component : 11128
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.931244
Graph Density : 0.00442430490507414
Modularity : 0.311867
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 12:36 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 44-minute period from Wednesday, 08 September 2021 at 21:00 UTC to Friday, 17 September 2021 at 11:44 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:
[546] top,hashtags [143] #bigdata,#twitter [135] social,media [130] #linux,#flutter [127] #twitter,#linux [127] #flutter,#womenintech [119] #womenwhocode,#100daysofcode [94] #womenintech,#womenwhocode [88] #100daysofcode,#socialmedia [82] #bigdata,#ai Top Word Pairs in Tweet in G1:
[244] top,hashtags [115] #bigdata,#twitter [99] #twitter,#linux [99] #linux,#flutter [99] #flutter,#womenintech [92] #womenwhocode,#100daysofcode [79] #100daysofcode,#socialmedia [76] #womenintech,#womenwhocode [75] #bigdata,#ai [74] minds,nodexl Top Word Pairs in Tweet in G2:
[136] top,hashtags [109] social,media [48] 17th,learn [48] media,analysis [40] #nodexl,#phdchat [37] join,intensive [36] intensive,half [36] half,day [36] day,event [36] event,september 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:
[27] top,hashtags [11] nodexl,jfsebastian146 [10] hashtags,#digitalmarketing [10] #digitalmarketing,#marketing [10] #marketing,#artificialintelligence [10] #artificialintelligence,#seo [7] top,#digitalmarketing [7] #digitalmarketing,influencers [7] influencers,nodexl [7] jfsebastian146,kaivalyacomm Top Word Pairs in Tweet in G5:
[66] top,hashtags [18] nodexl,martinhoyes [18] martinhoyes,baski_la [18] david_green_uk,fwdhumanity [18] #leadership,#shrm [18] nodexl,techsoup [18] #nonprofit,#nonprofits [16] baski_la,shrm [14] #shrm,#humanresources [14] #nonprofits,#fundraising 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:
[20] enricomolinari,nodexl [18] nodexl,pinakilaskar [18] boudoirnum,ralphlauren [18] ralphlauren,fashiontech101 [18] _aintelligence,sdgscolab [16] fashiontech101,junjudapi [16] margaretsiegien,_aintelligence [14] junjudapi,margaretsiegien [14] sdgscolab,netaporter [14] netaporter,mcarthurglenuk Top Word Pairs in Tweet in G8:
[9] top,hashtags [6] #nodexl,#ai [6] #ai,#ml [6] #ml,#bigdata [6] #bigdata,#datascience [6] #5g,#iot [6] #iot,#tech [6] #innovation,#vr [6] #vr,#ar [4] #datascience,#5g Top Word Pairs in Tweet in G9:
[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 G10:
[9] scistarter,eucitsci [7] citizenscience,nodexl [7] citscioz,raspishake [7] top,hashtags [7] hashtags,#citizenscience [7] #pm10,#airpollution [7] #airpollution,#luftdaten [7] #luftdaten,#fijnstof [7] #fijnstof,#pm2 [7] #pm2,#waalre 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 G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: