The graph represents a network of 4,048 Twitter users whose recent tweets contained "#SocialMedia", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2344-day, 14-hour, 56-minute period from Sunday, 18 September 2016 at 10:03 UTC to Sunday, 19 February 2023 at 01:00 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 : 4048
Unique Edges : 3489
Edges With Duplicates : 7679
Total Edges : 11168
Number of Edge Types : 9
Retweet : 1491
MentionsInRetweet : 2203
Tweet : 2984
Mentions : 2344
MentionsInReplyTo : 1519
Replies to : 355
MentionsInQuote : 135
Quote : 90
MentionsInQuoteReply : 47
Self-Loops : 3788
Reciprocated Vertex Pair Ratio : 0.0307961942914372
Reciprocated Edge Ratio : 0.0597522467816371
Connected Components : 1376
Single-Vertex Connected Components : 882
Maximum Vertices in a Connected Component : 910
Maximum Edges in a Connected Component : 4177
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.152796
Graph Density : 0.000251308488891884
Modularity : 0.40468
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,048 Twitter users whose recent tweets contained "#SocialMedia", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2344-day, 14-hour, 56-minute period from Sunday, 18 September 2016 at 10:03 UTC to Sunday, 19 February 2023 at 01:00 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 : #SocialMedia
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:
[675] social,media [265] #socialmedia,#marketing [259] #twitter,#socialmedia [197] #newsupdate,#news [194] #breakingnews,#breaking [192] #healthtech,#smartcity [192] #csuite,#digitalhealth [192] #datascientist,#csuite [191] #smartcity,#5g [191] #web3,#cx Top Word Pairs in Tweet in G1:
[323] social,media [71] #socialmedia,#srudukfollow [70] #facebook,#socialmedia [65] #socialmedia,#reddit [63] #reddit,#snapchatdown [62] #socialmedia,#socialmediamarketing [58] #socialmedia,#marketing [58] #telegram,#facebook [57] #hackedrecover,#telegram [57] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G2:
[32] social,media [32] jess_sosnoski,xephula [32] xephula,finaltelegraph [32] #freespeech,#socialmedia [32] patriot,friendly [32] free,speech [32] friendly,free [32] media,video [32] speech,social [32] #video,#patriot Top Word Pairs in Tweet in G3:
[190] #healthtech,#smartcity [190] #csuite,#digitalhealth [190] #datascientist,#csuite [189] #digitalhealth,#web3 [189] #smartcity,#5g [189] #5g,#datascientist [189] #cx,#ehealth [189] #web3,#cx [187] #vive2023,#healthtech [109] #digitalhealth,#socialmedia Top Word Pairs in Tweet in G4:
[214] #twitter,#socialmedia [195] #newsupdate,#news [193] #breakingnews,#breaking [150] #breaking,#newsupdate [127] #marketing,#bmprt [110] #rt,#twitter [92] #socialmedia,#digitalmarketing [90] #socialmedia,#business [80] #twitter,#marketing [72] #missing,#missingperson Top Word Pairs in Tweet in G5:
[23] #marketing,#socialmedia [22] information,click [22] #youtubevideoseo,#videopromotion [22] best,youtube [22] youtube,video [22] #youtubechannelpromotion,#videomarketing [22] #videopromotion,#organicpromotion [22] click,#youtubechannelpromotion [22] #socialmedia,#youtubesubscribers [22] #organicpromotion,#video Top Word Pairs in Tweet in G6:
[130] #socialmedia,#seo [130] #contentmarketing,#socialmedia [130] #visualcontenting,#contentmarketing [64] reach,instagram [41] social,media [32] specializing,increasing [32] expand,reach [32] visit,#instagrammarketing [32] everyday,users [32] businesses,influencers Top Word Pairs in Tweet in G7:
[13] jmdardy,jmdardy [10] #marketing,#socialmedia [10] ligne,merci [9] expérience,client [8] projet,digital [8] chef,projet [8] digital,jmdardy [8] jmdardy,ligne [7] améliorer,expérience [7] sémantique,améliorer Top Word Pairs in Tweet in G8:
[39] #share,#support [36] coffee,spread [36] word,#pinterest [36] outreach,buy [36] spread,word [36] dbe,community [36] buy,coffee [36] community,outreach [36] #pinterest,board [30] #writersoftwitter,#writerslift Top Word Pairs in Tweet in G9:
[3] drumeshprabhu,andrewhelpinguk [3] marshacollier,susybotello [3] susybotello,gospeakyourmind [3] iriskre,marshacollier [3] andrewhelpinguk,iriskre [3] marekjuskiewicz,bernardmelchior [3] bernardmelchior,drumeshprabhu [2] googleexpertuk,marekjuskiewicz Top Word Pairs in Tweet in G10:
[49] things,#crypto [49] #crypto,#blockchain [49] information,things [49] follow,quora [49] looking,more [49] #blockchain,#p2e [49] #p2e,gaming [49] more,information [49] gaming,follow [48] coinfantasyio,looking Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: