The graph represents a network of 553 Twitter users whose recent tweets contained "#SMChat", 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 07:25 UTC.
The tweets in the network were tweeted over the 1688-day, 21-hour, 47-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 10 February 2023 at 17:24 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 : 553
Unique Edges : 731
Edges With Duplicates : 9415
Total Edges : 10146
Number of Edge Types : 9
Retweet : 610
MentionsInRetweet : 1174
MentionsInReplyTo : 1419
Mentions : 4952
Replies to : 587
MentionsInQuote : 114
Tweet : 1077
Quote : 209
MentionsInQuoteReply : 4
Self-Loops : 1217
Reciprocated Vertex Pair Ratio : 0.146300914380715
Reciprocated Edge Ratio : 0.255257432922408
Connected Components : 38
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 480
Maximum Edges in a Connected Component : 10051
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.199672
Graph Density : 0.00451751972115208
Modularity : 0.09901
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 553 Twitter users whose recent tweets contained "#SMChat", 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 07:25 UTC.
The tweets in the network were tweeted over the 1688-day, 21-hour, 47-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 10 February 2023 at 17:24 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 : #SMChat
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:
[3296] #smchat,#sm [3295] #sm,#socialmedia [3288] daily,#smchat [3288] smchat,daily [3288] creativesage,smchat [3288] latest,creativesage [2551] #socialmedia,thanks [790] #hr,#worktrends [261] #hr,#leadership [237] thanks,meghanmbiro Top Word Pairs in Tweet in G1:
[3294] #smchat,#sm [3293] #sm,#socialmedia [3288] latest,creativesage [3287] smchat,daily [3287] daily,#smchat [3287] creativesage,smchat [2551] #socialmedia,thanks [790] #hr,#worktrends [261] #hr,#leadership [237] thanks,meghanmbiro Top Word Pairs in Tweet in G2:
[41] social,media [24] autom8,ajmunn [23] future,work [21] looking,forward [20] sourcepov,autom8 [19] martinlieberman,sourcepov [19] johnwlewis,ajmunn [17] #smchat,sourcepov [15] johnwlewis,sourcepov [14] today,#smchat Top Word Pairs in Tweet in G3:
[77] #smchat,#contentseries [41] gt,gt [21] domain,name [15] today,#smchat [14] natasad,sourcepov [14] #smchat,today [13] choosing,next [13] #smchat,#trends [13] special,guest [13] sourcepov,a1 Top Word Pairs in Tweet in G4:
[73] #milsocialmedia,#smchat [23] social,media [22] johnhayward79,ubique_will [21] paulellisuk,johnhayward79 [20] #smchat,#milsocialmedia [19] i3_gen,ukgovcomms [19] alexschillemore,i3_gen [18] paulellisuk,timolloyd [14] ubique_will,paulellisuk [14] johnhayward79,ric_cole Top Word Pairs in Tweet in G5:
[9] social,media [5] #socialmediamarketing,#smchat [5] #twittersmarter,#smchat [4] #contenthour,#socialroi [4] #socialpowwow,#twittersmarter [4] week's,#advancechat [4] really,excited [4] known,elanaleoni [4] #smchat,#socialpowwow [4] #smchat,#twittersmarter Top Word Pairs in Tweet in G6:
[8] social,media [3] #smmanners,#smchat [3] #socialmediaexperts,#socialmediatips [3] stories,gt [3] #brandchat,#socialmediaexperts [3] #socialmediatips,#socialmediatalk [3] #smchat,#brandchat [3] #socialmedia,#smchat [3] #blogchat,#smmanners [2] best,product Top Word Pairs in Tweet in G7:
[13] personal,branding [10] branding,digital [10] incredible,opportunity [10] digital,communication [10] teacher,nbpseagles [10] communication,teacher [10] opportunity,personal [8] drmcgettigan,incredible [6] nbpseagles,#appledi [6] #edtech,#smchat Top Word Pairs in Tweet in G9:
[5] #bdsmvideo,#bdsmvideos [5] #bdsmvideos,#smbilder [5] #bdsm,#bdsmclip [5] #bdsmclips,#bdsmfetisch [5] #bdsmfilme,#bdsmvideo [5] #bdsmclip,#bdsmclips [5] #bdsmfilm,#bdsmfilme [5] #bdsmfetisch,#bdsmfilm [3] kleiner,#bdsm [3] #bdsmchat,#fetischchat Top Word Pairs in Tweet in G10:
[2] daily,thanks [2] latest,marinbuzz [2] marinbuzz,daily 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 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: