The graph represents a network of 8,293 Twitter users whose recent tweets contained "#SEO", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 14 February 2020 at 14:16 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 42-minute period from Wednesday, 12 February 2020 at 12:35 UTC to Friday, 14 February 2020 at 12:18 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 8293
Unique Edges : 10600
Edges With Duplicates : 10942
Total Edges : 21542
Number of Edge Types : 5
Retweet : 5640
Tweet : 9474
MentionsInRetweet : 3422
Mentions : 2852
Replies to : 154
Self-Loops : 9811
Reciprocated Vertex Pair Ratio : 0.0131608051316081
Reciprocated Edge Ratio : 0.0259796965396791
Connected Components : 3021
Single-Vertex Connected Components : 2377
Maximum Vertices in a Connected Component : 4131
Maximum Edges in a Connected Component : 15370
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.882803
Graph Density : 0.000133220765349443
Modularity : 0.449058
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 8,293 Twitter users whose recent tweets contained "#SEO", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 14 February 2020 at 14:16 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 42-minute period from Wednesday, 12 February 2020 at 12:35 UTC to Friday, 14 February 2020 at 12:18 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #SEO
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:
[870] #seo,#smm [760] #marketing,#seo [754] #socialmedia,#seo [667] #seo,#digitalmarketing [653] #digitalmarketing,#seo [599] #seo,#searchengineoptimization [526] #seo,#marketing [510] #digitalmarketing,#marketing [508] #contentmarketing,#seo [462] #seo,#socialmedia Top Word Pairs in Tweet in G1:
[173] #digitalmarketing,#seo [141] #seo,#digitalmarketing [129] digital,marketing [123] #seo,#sem [118] search,engine [106] #seo,#smm [96] #seo,#searchengineoptimization [85] #seo,#marketing [75] #seo,#socialmedia [71] #marketing,#seo Top Word Pairs in Tweet in G2:
[283] #seo,#searchengineoptimization [269] #searchengineoptimization,#digitalmarketing [227] #marketing,#seo [207] #digitalmarketing,#marketing [192] #seo,#digitalmarketing [166] #digitalmarketing,#google [143] #google,#heygoogle [143] #heygoogle,google [103] #wordpress,#seo [98] #blogging,#wordpress Top Word Pairs in Tweet in G3:
[590] #seo,#smm [428] #mpgvip,#defstar5 [324] #smm,#mpgvip [305] #marketing,#socialmedia [293] #digitalmarketing,#contentmarketing [283] #seo,#branding [283] #iot,#ai [282] #branding,#smm [282] #digital,#iot [282] #ai,#ceo Top Word Pairs in Tweet in G4:
[172] intención,búsqueda [172] dale,play [164] #happybuilding,#seo [163] nuestro,nuevo [161] búsqueda,seo [161] seo,cómo [161] cómo,responder [161] responder,todas [161] todas,intenciones [161] intenciones,usuario Top Word Pairs in Tweet in G5:
[53] see,more [48] #seo,#socialmedia [40] #socialmedia,jblefevre60 [37] haroldsinnott,paula_piccard [35] jblefevre60,'hypnotic [35] 'hypnotic,robot [35] robot,drone [35] drone,#ai [35] #ai,#robotics [35] #robotics,#5g Top Word Pairs in Tweet in G6:
[463] #socialmedia,#seo [427] #visualcontenting,#contentmarketing [427] #contentmarketing,#socialmedia [271] #marketing,#seo [231] #zirigozagroup,#marketing [70] #seo,#digitalmarketing [67] #seo,#onlinemarketing [57] digital,marketing [56] #digitalmarketing,#marketing [48] #seo,seodotco Top Word Pairs in Tweet in G7:
[31] #seo,#marketing [19] search,engine [19] seo,tips [18] search,engines [16] #seo,#digitalmarketing [16] #marketing,#social [15] #seo,#seotips [13] engine,optimisation [13] #contentmarketing,#seo [12] check,#seo Top Word Pairs in Tweet in G8:
[40] #seo,#contentmarketing [37] votre,site [27] mots,clés [22] abondance_com,#seo [19] #seo,local [17] recherche,web [16] web,2020 [16] 2020,étude [16] référencement,naturel [15] stratégie,#seo Top Word Pairs in Tweet in G9:
[180] #cdn,#anycast [180] #anycast,#webhosting [180] #webhosting,#ssl [180] #ssl,#antiddos [180] #antiddos,#waf [180] #waf,#seo [180] #seo,#vpshosting [180] #vpshosting,#dedicated [8] #integratedmarketingplatform,#canada [8] #canada,#unitedstates Top Word Pairs in Tweet in G10:
[94] learn,create [94] create,tab [94] tab,link [94] link,data [94] data,filter [94] filter,ongoing [94] ongoing,reuse [94] reuse,42 [94] 42,easy [94] easy,seconds Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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: