The graph represents a network of 985 Twitter users whose recent tweets contained "#SEOChat", 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 04:34 UTC.
The tweets in the network were tweeted over the 1748-day, 3-hour, 49-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 10 February 2023 at 20:04 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 : 985
Unique Edges : 1040
Edges With Duplicates : 10118
Total Edges : 11158
Number of Edge Types : 9
MentionsInReplyTo : 3026
MentionsInRetweet : 2229
Mentions : 796
Retweet : 1405
Replies to : 2169
Tweet : 1045
Quote : 343
MentionsInQuote : 128
MentionsInQuoteReply : 17
Self-Loops : 1671
Reciprocated Vertex Pair Ratio : 0.187962506166749
Reciprocated Edge Ratio : 0.316445182724252
Connected Components : 125
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 821
Maximum Edges in a Connected Component : 10880
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.848024
Graph Density : 0.00248442078329413
Modularity : 0.139141
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 985 Twitter users whose recent tweets contained "#SEOChat", 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 04:34 UTC.
The tweets in the network were tweeted over the 1748-day, 3-hour, 49-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 10 February 2023 at 20:04 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 : #SEOChat
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:
[177] #twittersmarter,10 [153] #seochat,#freelancechat [134] #freelancechat,#twittersmarter [130] #usamfghour,11 [129] 10,#usamfghour [110] #agmarketingchats,11 [107] gt,gt [100] 11,#agmarketingchats [98] #seo,#seochat [95] #leadloudly,pm Top Word Pairs in Tweet in G1:
[107] gt,gt [55] hosting,#seochat [52] #seochat,today [51] next,week [47] make,sure [42] welcome,#seochat [40] #seochat,week [38] #seochat,hashtag [37] week,#seochat [36] local,seo Top Word Pairs in Tweet in G2:
[177] #twittersmarter,10 [152] #seochat,#freelancechat [134] #freelancechat,#twittersmarter [130] #usamfghour,11 [129] 10,#usamfghour [110] #agmarketingchats,11 [100] 11,#agmarketingchats [95] #bizapaloozachat,pm [94] time,pst [91] pm,unplugged Top Word Pairs in Tweet in G3:
[23] seo,roi [23] jeremyriveraseo,#seochat [20] miss,last [19] #seochat,recap [19] question,seo [18] #seochat,question [17] week's,#seochat [16] seoarcade,miss [15] last,week's [15] search,data Top Word Pairs in Tweet in G4:
[31] download,#seochat [31] free,download [31] crack,activation [31] key,free [31] activation,key [22] daily,conversation [22] report,ready [22] conversation,report [22] ready,#seochat [19] #seo,#seochat Top Word Pairs in Tweet in G5:
[73] #ppcchat,#seochat [19] hosting,#seochat [19] latest,blog [15] blog,#ppcchat [14] latest,#ppcchat [13] 6pm,uk [13] uk,time [12] 1pm,doing [12] selfish,reasons [12] doing,selfish Top Word Pairs in Tweet in G6:
[12] months,ago [12] niche,helping [12] someone,keywords [12] ago,accidentally [12] keywords,research [12] helping,someone [12] unusual,niche [12] accidentally,bumped [12] bumped,unusual [11] research,fr Top Word Pairs in Tweet in G7:
[13] modules,#seo [13] #python,modules [13] #seochat,top [13] top,learn [13] learn,#python [11] #1,eliasdabbas's [11] eliasdabbas's,#advertools [11] #advertools,scraping [11] scraping,#2 [11] surge,companies Top Word Pairs in Tweet in G8:
[14] seo,strategy [11] marketer,seo [11] airtable's,seo [11] study,airtable's [11] need,study [11] strategy,seo [11] seo,need [11] growth,strategies [11] re,marketer [11] strategies,used Top Word Pairs in Tweet in G9:
[14] top,seo [14] honored,included [14] marketers,thank [14] 140,top [14] many,excellent [14] excellent,digital [14] included,again [14] year,many [14] humbled,honored [14] digital,marketers Top Word Pairs in Tweet in G10:
[2] #seo,#chatgpt [2] expected,ctr [2] #seotalk,#seochat Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: