The graph represents a network of 4,243 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 3876-day, 9-hour, 20-minute period from Monday, 30 July 2012 at 15:40 UTC to Sunday, 12 March 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 : 4243
Unique Edges : 4750
Edges With Duplicates : 8651
Total Edges : 13401
Number of Edge Types : 9
Tweet : 3154
Retweet : 1553
MentionsInRetweet : 2607
Mentions : 2961
Replies to : 230
MentionsInReplyTo : 2713
MentionsInQuote : 104
Quote : 54
MentionsInQuoteReply : 25
Self-Loops : 3888
Reciprocated Vertex Pair Ratio : 0.0252146902978257
Reciprocated Edge Ratio : 0.0491890928533238
Connected Components : 1356
Single-Vertex Connected Components : 844
Maximum Vertices in a Connected Component : 1660
Maximum Edges in a Connected Component : 8649
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.703627
Graph Density : 0.000311742901168
Modularity : 0.410879
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,243 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 3876-day, 9-hour, 20-minute period from Monday, 30 July 2012 at 15:40 UTC to Sunday, 12 March 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:
[747] social,media [585] #breakingnews,#breaking [477] #socialmedia,#business [410] #business,#news [408] #news,#newsupdate [407] #b2b,#socialmedia [405] #rt,#writerslift [374] #marketing,#bmprt [360] #breaking,#pointmanrt [359] #discount,#rt Top Word Pairs in Tweet in G1:
[243] social,media [147] #socialmedia,#seo [143] #contentmarketing,#socialmedia [137] #visualcontenting,#contentmarketing [69] #socialmedia,#srudukfollow [61] #socialmedia,#socialmediamarketing [60] #socialmedia,#marketing [54] #facebook,#socialmedia [47] #telegram,#facebook [47] #socialmedia,#reddit Top Word Pairs in Tweet in G2:
[95] jess_sosnoski,xephula [95] xephula,finaltelegraph [95] #freespeech,#socialmedia [95] #video,#patriot [95] #patriot,#bigtechxit [95] #socialmedia,#video [95] #trump,#freespeech [95] finaltelegraph,americadefiant [95] americadefiant,#trump [94] social,media Top Word Pairs in Tweet in G3:
[89] #digitalhealth,#socialmedia [58] #socialmedia,#digital [52] #digital,#digitalhealth [46] #digitalhealth,#health [37] #socialmedia,#digitalmarketing [29] #digitalhealth,#web3 [29] #vive2023,#healthtech [29] #healthtech,#smartcity [29] #csuite,#digitalhealth [29] #datascientist,#csuite Top Word Pairs in Tweet in G4:
[90] social,media [43] #socialmediajobs,#socialmedia [43] #makemoney,#makemoneyonline [43] #remotework,#socialmediamanager [43] #socialmediamanager,#getpaid [43] #workathome,#remotework [43] #socialmedia,#workathome [43] #getpaid,#makemoney [30] #facebook,#socialmedia [29] trade_2022,#socialmediajobs Top Word Pairs in Tweet in G5:
[40] ji,rammohaninc [40] pawankhera,ji [27] #socialmedia,#telangana [27] gandhibhavan,#socialmedia [27] #telangana,#congress [27] anna,gandhibhavan [27] #congress,inctelangana [25] rammohaninc,anna [24] inctelangana,#telanganac [24] santoshreddyvk1,pawankhera Top Word Pairs in Tweet in G6:
[10] garylineker,outside [10] bbc,concerns [10] outside,bbc [10] concerns,anyone [10] anyone,orwelliaian [9] thatbelfast_boy,garylineker [9] orwelliaian,interferenc [2] described,sideways [2] never,made [2] sideways,move Top Word Pairs in Tweet in G7:
[11] social,media [3] psychographic,profiling [2] analytics,engine [2] onlygod85908339,queenscorpio93 [2] powerhouse,#twitter [2] social,network [2] #ugccommunity,#ugccontent [2] #communication,sustainable [2] this_t_is_hot,sweetsexy_39 [2] true,potential Top Word Pairs in Tweet in G8:
[3] bailey83enigma,oceanbreeze473 [3] linda1322,orangejesusfan [3] orangejesusfan,dawnmgillespie [3] jess_sosnoski,pwrfulwoman2 [3] pwrfulwoman2,linda1322 [3] marklaude63,ifollowqdoyou [3] dawnmgillespie,bailey83enigma [3] oceanbreeze473,marklaude63 [2] join,maga [2] warriors,pwrfulwoman2 Top Word Pairs in Tweet in G9:
[42] sign,account [42] fade,#airdrop [42] co,yjuqvp7mgc [42] account,co [42] join,sign [42] favoomofficial,join [42] #airdrop,favoomofficial [41] asap_xbt,fade Top Word Pairs in Tweet in G10:
[585] #breakingnews,#breaking [430] #socialmedia,#business [409] #business,#news [407] #news,#newsupdate [405] #b2b,#socialmedia [404] #rt,#writerslift [374] #marketing,#bmprt [360] #breaking,#pointmanrt [358] #discount,#rt [357] #writerslift,#discounts 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 G10:
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: