The graph represents a network of 623 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 7/21/2023 2:52:25 PM and 7/28/2023 2:52:25 PM. The network was obtained from Twitter on Friday, 28 July 2023 at 12:54 UTC.
The tweets in the network were tweeted over the 0-minute period from Friday, 28 July 2023 at 14:52 UTC to Friday, 28 July 2023 at 14:52 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 : 623
Unique Edges : 365
Edges With Duplicates : 934
Total Edges : 1299
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0207156308851224
Reciprocated Edge Ratio : 0.040590405904059
Connected Components : 341
Single-Vertex Connected Components : 321
Maximum Vertices in a Connected Component : 234
Maximum Edges in a Connected Component : 1160
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.587274
Graph Density : 0.00139868802031452
Modularity : 0.344575
NodeXL Version : 1.0.1.517
Data Import : The graph represents a network of 623 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 7/21/2023 2:52:25 PM and 7/28/2023 2:52:25 PM. The network was obtained from Twitter on Friday, 28 July 2023 at 12:54 UTC.
The tweets in the network were tweeted over the 0-minute period from Friday, 28 July 2023 at 14:52 UTC to Friday, 28 July 2023 at 14:52 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 : TwitterSearch2
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[108] nodexl,pro [106] #phdchat,#academicchatter [91] social,media [88] summer,school [64] few,clicks [61] #academicchatter,#nodexl [61] #socialmedia,data [53] academic,research [51] using,nodexl [50] data,academic Top Word Pairs in Tweet in G1:
[20] #gephi,#nodexl [19] #datascience,#machinelearning [19] #nodexl,#rstats [18] #mediaresearchinstitute,#twitterresearchproject [17] #machinelearning,#ml [17] #rstats,#socialnetwork [11] social,network [11] #ml,#openscience [9] #socialnetwork,#sna [9] #sna,#datascience Top Word Pairs in Tweet in G2:
[20] nodexl,hashtagmarketi7 [16] fmfrancoise,nodexl [13] conversaciones,en [13] #nodexl,pro [13] en,#twitter [12] power,bi [9] hashtagmarketi7,congrats [8] e,interacciones [7] multitudes,polarizadas [7] con,solo Top Word Pairs in Tweet in G3:
[21] top,hashtags [13] jeremyhl,nodexl [7] eli_krumova,ccooke6685 [7] hashtags,#smprofs [7] tutormentorteam,eli_krumova [7] daisysellshouse,pamelafortune10 [7] pamelafortune10,keithkeller [7] jeremyhl,michaelbathurst [7] michaelbathurst,tutormentorteam [7] ccooke6685,dwpippy Top Word Pairs in Tweet in G4:
[10] 2ug2ug,visegrad24 [9] visegrad24,nodexl [7] marguerite00,thesadpingu [7] nodexl,pro [7] thesadpingu,2ug2ug [3] summer,school [3] marguerite00,2ug2ug [3] social,networks [3] many,more [2] few,clicks Top Word Pairs in Tweet in G5:
[8] ventaabasto,lorenvergarap [8] comunidadmadrid,supermujerspain [8] efesecso,jesus_pedrero04 [8] nodexlacademy,nodexl_mktng [8] idiazayuso,nunezfeijoo [8] 40_648,archivoct [8] sanchezcastejon,chemamartinez63 [8] hashtagmarketi7,nodexl [8] lilianasnchez9,connectedaction [8] chemamartinez63,comunidadmadrid Top Word Pairs in Tweet in G6:
[4] adweek,carmagazine [4] carmagazine,jackd [4] mgmotorin,_garageitalia_ [4] hotimportnights,dubmagazine [4] fayemi_olu,unrollhelper [4] boschautona,autozone [4] freescale,boschautona [4] tagteam_tweets,installernetmx [4] jack,nodexl [4] zurich,tagteam_tweets Top Word Pairs in Tweet in G7:
[106] #phdchat,#academicchatter [92] nodexl,pro [86] social,media [84] summer,school [61] #academicchatter,#nodexl [61] #socialmedia,data [61] few,clicks [53] academic,research [50] data,academic [46] media,data Top Word Pairs in Tweet in G8:
[4] #prodomosua,#nodexl [4] #prodomosua,#gtm [4] 2023,#prodomosua [3] di,museitaliani [3] e,hashtag [3] museitaliani,2023 [3] #gtm,#nodexl [3] #musei,di [3] #nodexl,#wordle [2] ilpelagi,rominafuochi Top Word Pairs in Tweet in G9:
[2] downloaded,here [2] using,nodexl [2] osint_research,cen4infores [2] bocchi,rock [2] twitter,data [2] bendobrown,osint_research [2] osintarabic,bendobrown [2] yh_magazine,nodexl [2] albertoescorcia,elonmusk Top Word Pairs in Tweet in G10:
[10] https,t [10] t,co [7] #academictwitter,#networkscience [6] #datavisualization,#phd [6] #datascience,#neuroscience [5] #networkscience,#datavisualization [5] #machinelearning,#datascience [4] #neuroscience,#ai [3] data,source [3] la,red Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G4:
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 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: