The graph represents a network of 977 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1719-day, 22-hour, 45-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 13 January 2023 at 15:00 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 : 977
Unique Edges : 1041
Edges With Duplicates : 10255
Total Edges : 11296
Number of Edge Types : 9
Replies to : 2162
MentionsInReplyTo : 3083
Retweet : 1430
MentionsInRetweet : 2301
Tweet : 1028
MentionsInQuote : 123
Mentions : 822
Quote : 330
MentionsInQuoteReply : 17
Self-Loops : 1674
Reciprocated Vertex Pair Ratio : 0.19127023050515
Reciprocated Edge Ratio : 0.321119802387814
Connected Components : 114
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 820
Maximum Edges in a Connected Component : 11031
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.871803
Graph Density : 0.00254731781801097
Modularity : 0.138304
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 977 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1719-day, 22-hour, 45-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 13 January 2023 at 15:00 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:
[189] #twittersmarter,10 [142] #usamfghour,11 [141] 10,#usamfghour [135] #seochat,#freelancechat [123] #freelancechat,#twittersmarter [120] #agmarketingchats,11 [115] gt,gt [112] 11,#agmarketingchats [100] #seo,#seochat [95] hosting,#seochat Top Word Pairs in Tweet in G1:
[115] gt,gt [56] hosting,#seochat [51] #seochat,today [46] next,week [46] mordyoberstein,simoncox [45] #seochat,week [41] make,sure [38] #seochat,question [38] week's,#seochat [35] #seochat,hashtag Top Word Pairs in Tweet in G2:
[65] #ppcchat,#seochat [39] #seo,#seochat [20] hosting,#seochat [17] latest,blog [13] 6pm,uk [13] uk,time [13] blog,#ppcchat [12] #seochat,today [12] latest,#ppcchat [12] 1pm,doing Top Word Pairs in Tweet in G3:
[18] content,helpful [17] helpful,content [17] content,#seochat [17] google,search [14] launching,simplified [14] guidelines,rebranding [14] webmaster,guidelines [14] #google,launching [14] google,webmaster [14] simplified,version Top Word Pairs in Tweet in G4:
[31] download,#seochat [31] activation,key [31] crack,activation [31] key,free [31] free,download [21] report,ready [21] ready,#seochat [21] conversation,report [21] daily,conversation [18] #seo,#seochat Top Word Pairs in Tweet in G5:
[188] #twittersmarter,10 [142] #usamfghour,11 [141] 10,#usamfghour [134] #seochat,#freelancechat [122] #freelancechat,#twittersmarter [120] #agmarketingchats,11 [112] 11,#agmarketingchats [95] #bizapaloozachat,pm [94] time,pst [93] pm,unplugged Top Word Pairs in Tweet in G6:
[16] welcome,#seochat [13] companies,better [13] open,surge [13] #salarysurvey,#digitalmarketing [13] 2022,#salarysurvey [13] icymi,clockworktalent's [13] surge,companies [13] #digitalmarketing,open [13] clockworktalent's,2022 [12] #seochat,today Top Word Pairs in Tweet in G7:
[14] seo,news [13] news,google [13] thread,#seochat [12] seo,team [9] #seochat,#searchengineoptimization [9] latest,blog [9] sejournal,#seochat [8] year,show [8] shared,earlier [8] updated,#seo Top Word Pairs in Tweet in G8:
[17] digital,marketers [17] many,excellent [17] again,year [17] marketers,thank [17] top,seo [17] excellent,digital [17] included,again [17] year,many [17] 140,top [17] thank,140 Top Word Pairs in Tweet in G9:
[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 G10:
[13] top,learn [12] modules,#seo [12] learn,#python [12] #seochat,top [12] #python,modules [10] #1,eliasdabbas's [10] scraping,#2 [10] #advertools,scraping [10] #seo,#1 [10] eliasdabbas's,#advertools 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:
Top Mentioned in G1:
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Top Mentioned in G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G10: