The graph represents a network of 547 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 07:41 UTC.
The tweets in the network were tweeted over the 1709-day, 21-hour, 48-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 03 March 2023 at 17:25 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 : 547
Unique Edges : 726
Edges With Duplicates : 9292
Total Edges : 10018
Number of Edge Types : 9
Retweet : 601
MentionsInRetweet : 1150
MentionsInReplyTo : 1410
Mentions : 4882
MentionsInQuote : 109
Replies to : 585
Tweet : 1073
Quote : 204
MentionsInQuoteReply : 4
Self-Loops : 1210
Reciprocated Vertex Pair Ratio : 0.146341463414634
Reciprocated Edge Ratio : 0.25531914893617
Connected Components : 38
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 474
Maximum Edges in a Connected Component : 9923
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.172305
Graph Density : 0.00456368737904387
Modularity : 0.107213
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 547 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 07:41 UTC.
The tweets in the network were tweeted over the 1709-day, 21-hour, 48-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 03 March 2023 at 17:25 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:
[3292] #smchat,#sm [3291] #sm,#socialmedia [3284] daily,#smchat [3284] smchat,daily [3284] creativesage,smchat [3284] latest,creativesage [2550] #socialmedia,thanks [780] #hr,#worktrends [259] #hr,#leadership [237] thanks,meghanmbiro Top Word Pairs in Tweet in G1:
[80] #smchat,#contentseries [47] gt,gt [43] social,media [32] autom8,ajmunn [27] today,#smchat [26] #smchat,today [25] looking,forward [24] future,work [24] 10,years [22] #smchat,#ai Top Word Pairs in Tweet in G2:
[3290] #smchat,#sm [3289] #sm,#socialmedia [3284] latest,creativesage [3283] smchat,daily [3283] daily,#smchat [3283] creativesage,smchat [2550] #socialmedia,thanks [780] #hr,#worktrends [259] #hr,#leadership [237] thanks,meghanmbiro Top Word Pairs in Tweet in G3:
[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 G4:
[6] social,media [5] #socialmediamarketing,#smchat [5] #twittersmarter,#smchat [4] join,really [4] edutopia,days [4] #socialpowwow,#twittersmarter [4] #linkedinchat,#smchat [4] #contenthour,#socialroi [4] chats,#contenthour [4] #smchat,#twittersmarter Top Word Pairs in Tweet in G5:
[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 G6:
[13] personal,branding [10] digital,communication [10] branding,digital [10] teacher,nbpseagles [10] opportunity,personal [10] incredible,opportunity [10] communication,teacher [8] drmcgettigan,incredible [6] nbpseagles,#appledi [6] #edtech,#smchat Top Word Pairs in Tweet in G8:
[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 G9:
[2] daily,thanks [2] latest,marinbuzz [2] marinbuzz,daily Top Word Pairs in Tweet in G10:
[3] listen,thejennyli [3] right,listen [3] josieatpodcast,director [3] weekend,right [3] start,weekend [3] director,social [3] media,strategy [3] social,media [3] thejennyli,josieatpodcast [2] belonging,over 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 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: