The graph represents a network of 564 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 07:26 UTC.
The tweets in the network were tweeted over the 1723-day, 23-hour, 9-minute period from Wednesday, 11 April 2018 at 18:15 UTC to Friday, 30 December 2022 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 : 564
Unique Edges : 760
Edges With Duplicates : 9410
Total Edges : 10170
Number of Edge Types : 9
MentionsInReplyTo : 1437
Mentions : 4869
Retweet : 623
MentionsInRetweet : 1203
MentionsInQuote : 120
Tweet : 1093
Quote : 217
Replies to : 602
MentionsInQuoteReply : 6
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.146774193548387
Reciprocated Edge Ratio : 0.255977496483826
Connected Components : 39
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 491
Maximum Edges in a Connected Component : 10077
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.169409
Graph Density : 0.00447828880238842
Modularity : 0.106126
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 564 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 07:26 UTC.
The tweets in the network were tweeted over the 1723-day, 23-hour, 9-minute period from Wednesday, 11 April 2018 at 18:15 UTC to Friday, 30 December 2022 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:
[3258] #smchat,#sm [3257] #sm,#socialmedia [3250] latest,creativesage [3250] smchat,daily [3250] daily,#smchat [3250] creativesage,smchat [2508] #socialmedia,thanks [793] #hr,#worktrends [261] #hr,#leadership [233] thanks,meghanmbiro Top Word Pairs in Tweet in G1:
[72] #smchat,#contentseries [46] gt,gt [44] social,media [31] autom8,ajmunn [30] #smchat,#solopr [28] special,guest [28] today,#smchat [28] social,selling [27] looking,forward [25] #smchat,today Top Word Pairs in Tweet in G2:
[3256] #smchat,#sm [3255] #sm,#socialmedia [3250] latest,creativesage [3249] smchat,daily [3249] daily,#smchat [3249] creativesage,smchat [2508] #socialmedia,thanks [793] #hr,#worktrends [261] #hr,#leadership [233] thanks,meghanmbiro Top Word Pairs in Tweet in G3:
[69] #milsocialmedia,#smchat [22] social,media [22] johnhayward79,ubique_will [20] #smchat,#milsocialmedia [19] paulellisuk,johnhayward79 [18] alexschillemore,i3_gen [18] paulellisuk,timolloyd [17] i3_gen,ukgovcomms [14] ubique_will,paulellisuk [13] ubique_will,timolloyd Top Word Pairs in Tweet in G4:
[6] social,media [5] #socialmediamarketing,#smchat [5] #twittersmarter,#smchat [4] #socialroi,#linkedinchat [4] #smchat,#twittersmarter [4] chats,#contenthour [4] #advancechat,known [4] excited,next [4] join,really [4] early,edutopia Top Word Pairs in Tweet in G5:
[20] #smchat,#contentseries [17] domain,name [14] natasad,sourcepov [11] sourcepov,a1 [11] #smchat,#dotme [8] sourcepov,a2 [8] gt,gt [7] web,domain [7] twitter,chats [7] wed,twitter Top Word Pairs in Tweet in G6:
[8] social,media [3] #brandchat,#socialmediaexperts [3] #socialmediaexperts,#socialmediatips [3] stories,gt [3] #blogchat,#smmanners [3] #socialmediatips,#socialmediatalk [3] #socialmedia,#smchat [3] #smmanners,#smchat [3] #smchat,#brandchat [2] #socialchat,#blogchat 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:
[2] daily,thanks [2] latest,marinbuzz [2] marinbuzz,daily Top Word Pairs in Tweet in G10:
[4] #bdsmfilm,#bdsmfilme [4] #bdsmclip,#bdsmclips [4] #bdsmvideos,#smbilder [4] #bdsmclips,#bdsmfetisch [4] #bdsmfilme,#bdsmvideo [4] #bdsm,#bdsmclip [4] #bdsmvideo,#bdsmvideos [4] #bdsmfetisch,#bdsmfilm [3] #bdsmchat,#fetischchat [2] #smfetisch,#smvideo 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: