The graph represents a network of 4,071 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2138-day, 13-hour, 33-minute period from Wednesday, 29 March 2017 at 11:27 UTC to Sunday, 05 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 : 4071
Unique Edges : 3506
Edges With Duplicates : 7459
Total Edges : 10965
Number of Edge Types : 8
Tweet : 2994
Mentions : 2101
Retweet : 1529
MentionsInRetweet : 2135
MentionsInQuote : 46
Quote : 113
Replies to : 279
MentionsInReplyTo : 1768
Self-Loops : 3574
Reciprocated Vertex Pair Ratio : 0.0272841051314143
Reciprocated Edge Ratio : 0.0531189083820663
Connected Components : 1410
Single-Vertex Connected Components : 948
Maximum Vertices in a Connected Component : 898
Maximum Edges in a Connected Component : 4200
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.748965
Graph Density : 0.000247691920499584
Modularity : 0.415886
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,071 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 16:06 UTC.
The tweets in the network were tweeted over the 2138-day, 13-hour, 33-minute period from Wednesday, 29 March 2017 at 11:27 UTC to Sunday, 05 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:
[815] social,media [503] #twitter,#socialmedia [275] #socialmedia,#marketing [270] #healthtech,#smartcity [270] #vive2023,#healthtech [263] #smartcity,#5g [263] #web3,#cx [263] #csuite,#digitalhealth [263] #cx,#ehealth [263] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[316] social,media [140] #socialmedia,#seo [134] #contentmarketing,#socialmedia [131] #visualcontenting,#contentmarketing [82] #socialmedia,#marketing [80] #facebook,#socialmedia [74] #socialmediamarketing,#socialmedia [68] #reddit,#snapchatdown [68] #socialmedia,#reddit [67] #telegram,#facebook Top Word Pairs in Tweet in G2:
[30] finaltelegraph,americadefiant [30] speech,social [30] trump,patriot [30] social,media [30] americadefiant,#trump [30] friendly,free [30] #video,#patriot [30] jess_sosnoski,xephula [30] xephula,finaltelegraph [30] free,speech Top Word Pairs in Tweet in G3:
[265] #healthtech,#smartcity [265] #vive2023,#healthtech [258] #smartcity,#5g [258] #web3,#cx [258] #csuite,#digitalhealth [258] #digitalhealth,#web3 [258] #cx,#ehealth [257] #datascientist,#csuite [257] #5g,#datascientist [186] chidambara09,#vive2023 Top Word Pairs in Tweet in G4:
[64] social,media [25] social,networking [24] founded,mark [24] #harvard,#university [24] mark,#zuckerberg [24] feb,2004 [24] networking,website [24] website,#facebook [24] #facebook,founded [24] #zuckerberg,#harvard Top Word Pairs in Tweet in G5:
[490] #twitter,#socialmedia [253] #blog,#link [252] #film,#movie [252] #script,#film [250] #link,#book [248] #newsupdate,#news [231] #rt,#twitter [228] #help,#support [192] #breakingnews,#breaking [166] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G6:
[70] thousands,#bloggers [70] termination,#socialmedia [70] projects,around [70] faced,termination [70] #bloggers,projects [70] #socialmedia,accounts [68] around,world [68] accounts,#youtube [68] world,faced [66] creativescty,thousands Top Word Pairs in Tweet in G7:
[64] several,promoter [64] kindly,dm [64] project,kindly [64] promote,account [64] need,promote [64] account,project [64] promoter,audience [64] dm,admin [64] admin,several [63] nisawberry,need Top Word Pairs in Tweet in G8:
[51] تو,نظر [51] میڈیا,کو [51] کوشش,جو [51] پڑگئ,یہ [51] نظر,آتا [51] جو,مین [51] کی,اصل [51] طاقت,کام [51] آتا,ہے [51] مین,سٹریم Top Word Pairs in Tweet in G9:
[32] गठ,त [32] स,गठ [32] कर,एक [19] त,ह [18] ज,क [17] ach_balkrishna,rakesh_bstpyp [17] स,स [17] भ,रत [17] श,र [17] ओम,श Top Word Pairs in Tweet in G10:
[3] social,media [2] srodan,tturk_01 [2] biancajagger,jacquelinetate_ [2] twovizthink,housingfirstuk [2] amyklobuchar,marshacollier [2] foodfanstockpt,disabilitysk [2] lisaringga01,amyklobuchar [2] levyoldlibrary,mrsedithrigby [2] social,good [2] bullyingalberta,do_kinder 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 G9:
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: