The graph represents a network of 4,466 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 2073-day, 10-hour, 42-minute period from Friday, 30 June 2017 at 14:17 UTC to Sunday, 05 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 : 4466
Unique Edges : 3338
Edges With Duplicates : 6118
Total Edges : 9456
Number of Edge Types : 9
Retweet : 1632
MentionsInRetweet : 2305
Mentions : 1867
Tweet : 2334
Replies to : 300
MentionsInQuote : 62
Quote : 90
MentionsInReplyTo : 815
MentionsInQuoteReply : 51
Self-Loops : 2896
Reciprocated Vertex Pair Ratio : 0.0161006289308176
Reciprocated Edge Ratio : 0.0316910126268878
Connected Components : 1194
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 1569
Maximum Edges in a Connected Component : 4012
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.421898
Graph Density : 0.000202550663994074
Modularity : 0.471419
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,466 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 2073-day, 10-hour, 42-minute period from Friday, 30 June 2017 at 14:17 UTC to Sunday, 05 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:
[1313] social,media [712] #socialmedia,#socio [698] media,platform [694] mega,airdrop [694] join,sociocrypt [694] sociocrypt,social [694] one,bsc [694] sociocrypt,mega [694] platform,biggest [694] #web3,#socialmedia Top Word Pairs in Tweet in G1:
[229] social,media [88] #socialmedia,#news [86] #news,#breakingnews [62] #socialmedia,#srudukfollow [54] #socialmedia,#marketing [44] #marketing,#socialmedia [37] #socialmedia,#socialmediamarketing [34] #facebook,#socialmedia [31] #digitalmarketing,#socialmedia [28] #jfb,#socialmedia Top Word Pairs in Tweet in G2:
[680] social,media [680] mega,airdrop [680] join,sociocrypt [680] sociocrypt,mega [680] airdrop,campaign [680] media,platform [680] one,bsc [680] platform,biggest [680] campaign,sociocrypt [680] biggest,one Top Word Pairs in Tweet in G3:
[16] #traveltech,#traveller [16] enilev,betamoroney [16] #traveller,#travel [16] #travel,#metaverse [16] #metaverse,enilev [13] #digitalhealth,#socialmedia [12] #bigdata,#twitter [11] rldi_lamy,tobiaskintzel [11] bimedotcom,rldi_lamy [11] khulood_almani,danfiehn Top Word Pairs in Tweet in G4:
[120] #contentmarketing,#socialmedia [118] #socialmedia,#seo [117] #visualcontenting,#contentmarketing [91] social,media [13] digital,marketing [12] campaign,sociocrypt [12] mega,airdrop [12] join,sociocrypt [12] sociocrypt,mega [12] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G5:
[9] friendly,free [9] speech,social [9] #video,#patriot [9] media,video [9] patriot,friendly [9] #freespeech,#socialmedia [9] #patriot,#bigtechxit [9] #bigtechxit,trump [9] americadefiant,#trump [9] video,sites Top Word Pairs in Tweet in G6:
[68] #workfromhome,#sidehustle [68] #sidehustle,#passiveincome [68] #makemoneyonline,#onlinebusiness [68] #passiveincome,#onlinetutoring [68] #onlinebusiness,#workfromhome [67] ivanpavii8,#makemoneyonline [67] #onlinetutoring,#socialm [26] social,media [26] job,opportunity [26] cash,job Top Word Pairs in Tweet in G7:
[78] accept,views [78] willing,accept [78] calls,intolerance [78] cji,calls [78] intolerance,#cjidychandrachud [78] tolerance,willing [78] people,low [78] low,tolerance [78] #cjidychandrachud,people [76] views,judg Top Word Pairs in Tweet in G8:
[80] स,शल [80] शल,म [80] कह,स [80] ड,य [80] म,ड [77] dainikbhaskar,cji [74] cji,ड [74] व,ई [74] ई,च [74] रच,ड Top Word Pairs in Tweet in G9:
[62] lives,'digital [62] precious,lives [62] #uppolice,saved [62] patrolling,swiftly [62] swiftly,acting [62] acting,#socialmedia [62] alerts,meta [62] saving,lives [62] #socialmedia,alerts [62] meta,#uppolice Top Word Pairs in Tweet in G10:
[55] market,again [55] stocks,gain [55] meme,stocks [55] gamestop,amc [55] again,gamestop [55] gain,popularity [55] popularity,investment [55] amc,stocks [55] take,market [55] stocks,take Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: