The graph represents a network of 3,661 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2813-day, 14-hour, 18-minute period from Sunday, 31 May 2015 at 10:41 UTC to Sunday, 12 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 : 3661
Unique Edges : 2665
Edges With Duplicates : 7945
Total Edges : 10610
Number of Edge Types : 9
Retweet : 1704
MentionsInRetweet : 2277
Tweet : 2840
Mentions : 1911
MentionsInReplyTo : 1251
Replies to : 405
MentionsInQuoteReply : 69
Quote : 71
MentionsInQuote : 82
Self-Loops : 3688
Reciprocated Vertex Pair Ratio : 0.0218394340203014
Reciprocated Edge Ratio : 0.0427453341360626
Connected Components : 1245
Single-Vertex Connected Components : 816
Maximum Vertices in a Connected Component : 851
Maximum Edges in a Connected Component : 5112
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.036138
Graph Density : 0.000247924139094248
Modularity : 0.363336
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,661 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2813-day, 14-hour, 18-minute period from Sunday, 31 May 2015 at 10:41 UTC to Sunday, 12 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 [545] #smartcity,#5g [545] #web3,#cx [545] #healthtech,#smartcity [545] #csuite,#digitalhealth [545] #vive2023,#healthtech [545] #cx,#ehealth [545] #datascientist,#csuite [545] #5g,#datascientist [545] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[297] social,media [77] #facebook,#socialmedia [74] #contentmarketing,#socialmedia [73] #socialmedia,#seo [67] #socialmedia,#marketing [65] #socialmedia,#reddit [64] #socialmedia,#srudukfollow [64] #reddit,#snapchatdown [64] #hackedrecover,#telegram [64] #visualcontenting,#contentmarketing Top Word Pairs in Tweet in G2:
[541] #digitalhealth,#web3 [541] #smartcity,#5g [541] #vive2023,#healthtech [541] #5g,#datascientist [541] #cx,#ehealth [541] #healthtech,#smartcity [541] #csuite,#digitalhealth [541] #datascientist,#csuite [541] #web3,#cx [332] chidambara09,#vive2023 Top Word Pairs in Tweet in G3:
[68] social,media [11] #socialmedia,#digitale [10] सकत,ह [10] gt,gt [9] blurt,lifestyle [9] lifestyle,work [9] making,blurt [9] earn,making [9] work,team [9] share,doing Top Word Pairs in Tweet in G4:
[7] finaltelegraph,americadefiant [7] speech,social [7] trump,patriot [7] social,media [7] americadefiant,#trump [7] friendly,free [7] #video,#patriot [7] jess_sosnoski,xephula [7] xephula,finaltelegraph [7] free,speech Top Word Pairs in Tweet in G5:
[103] #investing,#marketingstrategy [103] #foolish,#investing [103] #crypto,#nfts [103] being,outnumbered [103] #marketingstrategy,#socialmedia [103] #socialmedia,#crypto [103] #nfts,fake [103] outnumbered,#foolish [102] sled_club,being Top Word Pairs in Tweet in G6:
[66] #decensorized,#socialmedia [66] #appstore,#googleplay [65] #decentralized,#decensorized [65] #googleplay,#decentralized [61] #genesis,#genesisblock [57] genesisblocketh,#genblok [54] #socialmedia,#freespeech [50] #genblok,genblok [49] #eth,#appstore [48] #donotobey,#eth Top Word Pairs in Tweet in G7:
[90] #etsy,#seo [90] co,3gapzxwgll [90] rank,etsy [90] #digitalmarketing,#etsyseller [90] 3gapzxwgll,#etsy [90] title,tags [90] #art,#socialmedia [90] #etsyshop,#marketing [90] seo,title [90] etsy,seo Top Word Pairs in Tweet in G8:
[13] #socialmedia,#loveisland [13] #socialsecurity,#socialmedia [13] free,click [13] #loveisland,#amazinggirl [13] #tiktokviral,#follower [13] #amakhosi4life,#socialsecurity [13] followers,tiktok [13] #tiktok,#tiktokleaked [13] know,#tiktok [13] #tiktokleaked,#tiktokgirls Top Word Pairs in Tweet in G9:
[2] #socialmedia,play [2] fadouce,atkamel [2] atkamel,franckconfino [2] look,twitter [2] marekjuskiewicz,bernardmelchior [2] iriskre,marshacollier [2] #manchester,#hollywood [2] monopolyslotsea,googleexpertuk [2] play,#monopoly [2] drumeshprabhu,andrewhelpinguk Top Word Pairs in Tweet in G10:
[26] ड,य [24] र,क [23] क,ब [20] क,म [18] त,र [18] प,र [17] र,म [17] #viralvideo,#socialmedia [15] स,मन [15] व,ड Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: