The graph represents a network of 996 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1755-day, 6-hour, 7-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 17 February 2023 at 22:21 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 : 996
Unique Edges : 1048
Edges With Duplicates : 10029
Total Edges : 11077
Number of Edge Types : 9
MentionsInReplyTo : 2976
Mentions : 809
MentionsInRetweet : 2211
Retweet : 1399
Replies to : 2147
Tweet : 1048
Quote : 342
MentionsInQuote : 128
MentionsInQuoteReply : 17
Self-Loops : 1677
Reciprocated Vertex Pair Ratio : 0.187345526445872
Reciprocated Edge Ratio : 0.315570358034971
Connected Components : 130
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 826
Maximum Edges in a Connected Component : 10792
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.845763
Graph Density : 0.00242376541341244
Modularity : 0.14029
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 996 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1755-day, 6-hour, 7-minute period from Sunday, 29 April 2018 at 16:14 UTC to Friday, 17 February 2023 at 22:21 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:
[178] #twittersmarter,10 [156] #seochat,#freelancechat [136] #freelancechat,#twittersmarter [131] #usamfghour,11 [130] 10,#usamfghour [111] #agmarketingchats,11 [107] gt,gt [101] 11,#agmarketingchats [98] #seo,#seochat [97] #leadloudly,pm Top Word Pairs in Tweet in G1:
[107] gt,gt [56] hosting,#seochat [53] #seochat,today [51] next,week [48] make,sure [47] local,seo [44] welcome,#seochat [41] #seochat,week [38] #seochat,hashtag [37] week,#seochat Top Word Pairs in Tweet in G2:
[23] seo,roi [23] jeremyriveraseo,#seochat [20] miss,last [20] #seochat,recap [19] week's,#seochat [19] question,seo [18] #seochat,question [16] seoarcade,miss [15] last,week's [15] search,data Top Word Pairs in Tweet in G3:
[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 [19] #seo,#seochat Top Word Pairs in Tweet in G4:
[81] #ppcchat,#seochat [34] #seo,#seochat [19] latest,blog [19] hosting,#seochat [15] blog,#ppcchat [14] latest,#ppcchat [13] uk,time [13] 6pm,uk [12] 1pm,doing [12] selfish,reasons Top Word Pairs in Tweet in G5:
[178] #twittersmarter,10 [154] #seochat,#freelancechat [136] #freelancechat,#twittersmarter [131] #usamfghour,11 [130] 10,#usamfghour [111] #agmarketingchats,11 [101] 11,#agmarketingchats [96] #bizapaloozachat,pm [95] time,pst [92] pm,unplugged Top Word Pairs in Tweet in G6:
[14] digital,marketers [14] many,excellent [14] again,year [14] marketers,thank [14] top,seo [14] excellent,digital [14] included,again [14] year,many [14] 140,top [14] thank,140 Top Word Pairs in Tweet in G7:
[13] modules,#seo [13] #python,modules [13] #seochat,top [13] top,learn [13] learn,#python [12] surge,companies [12] #digitalmarketing,open [12] icymi,clockworktalent's [12] clockworktalent's,2022 [12] open,surge Top Word Pairs in Tweet in G8:
[13] 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:
[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:
[4] ai,tools [4] using,ai [4] started,#seochat [3] one,hour [3] until,started [3] hour,until [2] part,seo [2] #seo,#chatgpt [2] liamquinnseo,one [2] seen,direct Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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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 G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: