The graph represents a network of 651 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 1,000 tweets. The network was obtained from Twitter on Friday, 01 January 2021 at 17:59 UTC.
The tweets in the network were tweeted over the 3-day, 14-hour, 52-minute period from Tuesday, 29 December 2020 at 02:54 UTC to Friday, 01 January 2021 at 17:46 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 : 651
Unique Edges : 3479
Edges With Duplicates : 7291
Total Edges : 10770
Number of Edge Types : 5
Mentions : 2623
Retweet : 755
MentionsInRetweet : 7172
Replies to : 192
Tweet : 28
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0.0721542608335061
Reciprocated Edge Ratio : 0.134596789789209
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 10728
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.647365
Graph Density : 0.0122202528654142
Modularity : 0.230487
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 651 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 1,000 tweets. The network was obtained from Twitter on Friday, 01 January 2021 at 17:59 UTC.
The tweets in the network were tweeted over the 3-day, 14-hour, 52-minute period from Tuesday, 29 December 2020 at 02:54 UTC to Friday, 01 January 2021 at 17:46 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[544] top,hashtags [263] nodexl,gp_pulipaka [227] #iot,#iiot [225] #ai,#machinelearning [213] #machinelearning,#iot [190] hashtags,#bigdata [169] #ai,#iot [164] #bigdata,#analytics [141] wef,mvollmer1 [141] terence_mills,humanre41270855 Top Word Pairs in Tweet in G1:
[265] top,hashtags [155] nodexl,gp_pulipaka [133] #ai,#machinelearning [125] #iot,#iiot [124] #machinelearning,#iot [98] #ai,#iot [97] hashtags,#bigdata [92] gp_pulipaka,chidambara09 [89] #bigdata,#analytics [80] jblefevre60,nicochan33 Top Word Pairs in Tweet in G2:
[129] top,hashtags [41] hashtags,#ai [38] #ai,#machinelearning [37] nodexl,gp_pulipaka [33] #ai,#iot [31] #iot,#iiot [28] hashtags,#bigdata [22] #machinelearning,#bigdata [22] gp_pulipaka,chidambara09 [20] #top10,global Top Word Pairs in Tweet in G3:
[126] top,hashtags [93] wef,mvollmer1 [93] terence_mills,humanre41270855 [93] pinakilaskar,analytics_699 [86] humanre41270855,chidambara09 [81] haroldsinnott,wef [72] #machinelearning,#iot [71] nodexl,gp_pulipaka [71] #iot,#iiot [69] mvollmer1,terenceleungsf Top Word Pairs in Tweet in G4:
[10] top,hashtags [4] piste,fi [4] fi,nodexl [2] nodexl,iltasanomat [2] iltasanomat,timohaapala [2] timohaapala,koippari61 [2] koippari61,pbyrokraatti [2] pbyrokraatti,skankaanrinta [2] skankaanrinta,mattimuukkonen [2] mattimuukkonen,matti_saarni Top Word Pairs in Tweet in G5:
[4] nodexl,ri_science [4] ri_science,seis_matters [4] helenczerski,shine_tara [4] top,hashtags [4] hashtags,#xmaslectures [3] #xmaslectures,nodexl [3] seis_matters,kevin_fong [3] kevin_fong,helenczerski [3] shine_tara,flimsin [3] flimsin,bbcfour Top Word Pairs in Tweet in G6:
[6] pinakilaskar,vrretweeter [6] vrretweeter,fashnerdeditor [6] glengilmore,jeanyvesgonin [6] jeanyvesgonin,fmfrancoise [6] fmfrancoise,360fashion [6] 360fashion,unrealengine [5] nodexl,enricomolinari [5] enricomolinari,pinakilaskar [5] fashnerdeditor,lyakovet [5] lyakovet,glengilmore Top Word Pairs in Tweet in G7:
[5] nodexl,smr_foundation [5] smr_foundation,caring_mobile [5] caring_mobile,e_health_ [5] cdc_ehealth,cdcgov [5] cdcgov,mlgg2 [5] mohfw_india,cdcemergency [5] cdcemergency,jenniekoo [4] enricomolinari,nodexl [4] e_health_,cdc_ehealth [4] jenniekoo,digitalmeddoc Top Word Pairs in Tweet in G8:
[2] foamecmo,fluid_academy [2] fluid_academy,emergenxyphysic [2] emergenxyphysic,wilkinsonjonny [2] wilkinsonjonny,drshahrul80 [2] drshahrul80,avkwong [2] avkwong,manu_malbrain [2] manu_malbrain,icmteaching [2] icmteaching,paradicmshift [2] paradicmshift,iceman_ex [2] iceman_ex,#ifad2020 Top Word Pairs in Tweet in G9:
[2] audiences,map [2] map,#salesforce [2] #salesforce,#nodexl [2] #nodexl,appitekbot [2] appitekbot,salesforce [2] salesforce,omprakash_it [2] omprakash_it,elleprovocateur [2] elleprovocateur,littleiglooo [2] littleiglooo,astroinfo_jp [2] astroinfo_jp,salesforcejapan Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: