The graph represents a network of 656 Twitter users whose recent tweets contained "#TwitterSmarter", 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:54 UTC.
The tweets in the network were tweeted over the 1713-day, 15-hour, 57-minute period from Thursday, 31 May 2018 at 08:23 UTC to Wednesday, 08 February 2023 at 00:21 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 : 656
Unique Edges : 850
Edges With Duplicates : 13483
Total Edges : 14333
Number of Edge Types : 9
Replies to : 1640
MentionsInReplyTo : 3616
Retweet : 2464
MentionsInRetweet : 4758
Mentions : 1038
Tweet : 475
Quote : 218
MentionsInQuote : 107
MentionsInQuoteReply : 17
Self-Loops : 1175
Reciprocated Vertex Pair Ratio : 0.162408759124088
Reciprocated Edge Ratio : 0.279434850863422
Connected Components : 77
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 516
Maximum Edges in a Connected Component : 14073
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.762723
Graph Density : 0.00444749581083597
Modularity : 0.087895
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 656 Twitter users whose recent tweets contained "#TwitterSmarter", 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:54 UTC.
The tweets in the network were tweeted over the 1713-day, 15-hour, 57-minute period from Thursday, 31 May 2018 at 08:23 UTC to Wednesday, 08 February 2023 at 00:21 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 : #TwitterSmarter
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:
[876] #twittersmarter,chat [338] madalynsklar,#twittersmarter [211] join,madalynsklar [191] social,media [189] sabrinacadini,albermoire [188] albermoire,darcydeleon [177] fuhsionmktg,s_narmadhaa [172] pst,pm [167] chat,thursday [156] thursday,26 Top Word Pairs in Tweet in G1:
[320] #twittersmarter,chat [59] social,media [46] madalynsklar,#twittersmarter [43] twitter,spaces [41] using,twitter [38] live,selling [37] today's,#twittersmarter [36] virtudeskcom,madalynsklar [34] set,reminder [33] sabrinacadini,albermoire Top Word Pairs in Tweet in G2:
[534] #twittersmarter,chat [288] madalynsklar,#twittersmarter [179] join,madalynsklar [160] albermoire,darcydeleon [156] sabrinacadini,albermoire [153] pst,pm [151] fuhsionmktg,s_narmadhaa [137] chat,thursday [134] thursday,26 [128] social,media Top Word Pairs in Tweet in G3:
[12] gt,gt [9] report,ready [9] conversation,report [9] ready,#twittersmarter [9] daily,conversation [7] top,conversations [7] yesterdays,top [6] #twitchstreamers,#twittersmarter [6] #keuangan,#instansi [6] #overlay,#graphic Top Word Pairs in Tweet in G4:
[22] natgeo,natgeophotos [22] #twitter,same [22] same,see [22] bollgare,petraau [22] #therapy,angelina [22] see,natgeo [22] petraau,bee [22] bee,#therapy [22] natgeophotos,natgeotv [22] angelina,jolie Top Word Pairs in Tweet in G5:
[4] joined,twitter [2] #nonplayercharactors,#imsicom [2] people,focused [2] care,shawntelle [2] gailnow,debcomanwriting [2] shawntelle,williams [2] southbaysome,maikosakaibiz [2] #twittersmarter,cc [2] csnakedoc13,thinkdesign_ed [2] #hashtags,powerful Top Word Pairs in Tweet in G6:
[23] dharilo,georgesilverman [23] georgesilverman,thestoicpadawan [20] profile,tips [20] along,dharilo [20] madalynsklar,saturday [20] saturday,share [20] twitter,profile [20] share,twitter [20] tips,along [14] #twittersmarter,chat Top Word Pairs in Tweet in G7:
[5] agorapulse,canva [5] tools,content [5] content,streamlining [5] descriptapp,#tw [5] template,show [5] great,tools [5] streamlining,agorapulse [5] adobeexpress,camtasia [5] setup,show [5] fuhsionmktg,sabrinacadini Top Word Pairs in Tweet in G8:
[2] bgsibmor,lordhasan [2] torrainewalker,black_mixed [2] hannahdrake628,crimsoncure [2] breenewsome,blacktzedek [2] drhoodscholar,torrainewalker [2] modestyqueen19,hannahdrake628 [2] lordhasan,breenewsome [2] blacktzedek,modestyqueen19 Top Word Pairs in Tweet in G9:
[10] #leather,#curved [10] oops,forgot [10] something,#twittersmarter [10] #stockings,#gothicgirls [10] #twittersmarter,#pants [10] #pants,#leather [10] forgot,something [10] #curved,#stockings [9] curvesrebecca,oops Top Word Pairs in Tweet in G10:
[11] true,#home [11] #dream,come [11] look,face [11] #home,#bestfriend [11] happen,soon [11] #bestfriend,happen [11] come,true [11] soon,look [11] calvin,#dream [10] kindness626,calvin Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: