The graph represents a network of 2,547 Twitter users whose recent tweets contained "NodeXL", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 9/14/2023 9:07:18 PM. The network was obtained from Twitter on Friday, 15 September 2023 at 04:38 UTC.
The tweets in the network were tweeted over the 1365-day, 22-hour, 34-minute period from Thursday, 19 December 2019 at 02:14 UTC to Friday, 15 September 2023 at 00:49 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2547
Unique Edges : 3587
Edges With Duplicates : 9629
Total Edges : 13216
Number of Edge Types : 9
Tweet : 456
MentionsInReplyTo : 6501
Mentions : 4090
Replies to : 590
Quote : 142
MentionsInQuoteReply : 321
MentionsInQuote : 844
MentionsInRetweet : 220
Retweet : 52
Self-Loops : 847
Reciprocated Vertex Pair Ratio : 0.0432123125493291
Reciprocated Edge Ratio : 0.0828447134480802
Connected Components : 89
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 2393
Maximum Edges in a Connected Component : 13033
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.366013
Graph Density : 0.000815308492562912
Modularity : 0.28993
NodeXL Version : 1.0.1.521
Data Import : The graph represents a network of 2,547 Twitter users whose recent tweets contained "NodeXL", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 9/14/2023 9:07:18 PM. The network was obtained from Twitter on Friday, 15 September 2023 at 04:38 UTC.
The tweets in the network were tweeted over the 1365-day, 22-hour, 34-minute period from Thursday, 19 December 2019 at 02:14 UTC to Friday, 15 September 2023 at 00:49 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
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:
[323] top,hashtags [154] nodexl,pro [118] social,media [111] #phdchat,#academicchatter [104] summer,school [94] few,clicks [75] social,networks [73] school,social [72] pro,few [72] clicks,insights Top Word Pairs in Tweet in G1:
[63] #iotpl,#iotcl [63] top,hashtags [53] khulood_almani,chidambara09 [51] congrats,chidambara09 [50] #iot,#iiot [49] gsma,analytics_659 [49] sallyeaves,gsma [47] nodexl,hashtagmarketi7 [47] analytics_659,betamoroney [46] betamoroney,theadityapatro Top Word Pairs in Tweet in G2:
[80] top,hashtags [25] nodexl,jeremyhl [21] jeremyhl,michaelbathurst [21] network,data [21] tweet,network [20] data,nodexl [19] #prprofs,#smle2022 [18] jeremyhl,nodexl [18] #smprofs,#prprofs [17] 2ug2ug,visegrad24 Top Word Pairs in Tweet in G3:
[61] top,hashtags [8] hashtags,#saamelaiskäräjälaki [7] #saamelaiskäräjälaki,#saamelaiset [6] fi,nodexl [5] mihkal,nodexl [4] jnkka,nodexl [4] #rasismi,#persut [4] nodexl,smr_foundation [4] samisyrjamaki,nodexl [4] lang,fi Top Word Pairs in Tweet in G4:
[54] top,hashtags [52] nodexl,#seohashtag [39] #nodexl,pro [35] conversaciones,#twitter [34] power,bi [19] multitudes,polarizadas [19] #nodexl,multitudes [19] polarizadas,conversaciones [18] nodexl,pro [17] automation,muestra Top Word Pairs in Tweet in G5:
[115] nodexl,pro [111] #phdchat,#academicchatter [102] summer,school [101] social,media [88] few,clicks [66] school,social [66] networks,nodexl [66] pro,few [66] 2023,summer [66] social,networks Top Word Pairs in Tweet in G6:
[16] top,hashtags [5] nodexl,pro [4] nodexl,netnocon [4] raulpacheco,lldesimone [4] pro,insights [4] magdamraza,raulpacheco [4] data,nodexl [4] #wwweek,nywaterweek [4] stepru,gojohnab [4] jeremyhl,amecorg Top Word Pairs in Tweet in G7:
[5] jack,nodexl [4] unrollhelper,adbusters [4] lloydsbank,zurich [4] lenosgarage,mgmotorin [4] dubmagazine,freescale [4] boschautona,autozone [4] freescale,boschautona [4] adweek,carmagazine [4] villagevoice,jack [4] adbusters,cushwakenyc Top Word Pairs in Tweet in G8:
[15] #prodomosua,#nodexl [9] degli,americani [9] #sentiment,degli [8] negli,ultimi [8] ultimi,tweet [8] americani,verso [6] #nodexl,#gephi [5] #nodexl,#prodomosua [5] #prodomosua,#gtm [5] tweet,#sentimentwiz Top Word Pairs in Tweet in G9:
[14] top,hashtags [7] hrcurator,tcarpenter216 [7] synctrics,hrdive [6] #hrtech,#leadership [6] nodexl,david_green_uk [6] nodexl,chidambara09 [6] michaelbathurst,#peopleanalytics [6] #futureofwork,#hr [6] #hr,#hrtech [5] tcarpenter216,michaelbathurst Top Word Pairs in Tweet in G10:
[47] #gephi,#nodexl [45] #nodexl,#rstats [40] #mediaresearchinstitute,#twitterresearchproject [38] #datascience,#machinelearning [36] #rstats,#socialnetwork [35] #machinelearning,#ml [28] #ml,#openscience [28] social,network [25] #socialnetwork,#datascience [14] different,colours Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: