The graph represents a network of 8,113 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, 11 September 2020 at 00:25 UTC.
The tweets in the network were tweeted over the 2-day, 9-hour, 17-minute period from Tuesday, 08 September 2020 at 11:47 UTC to Thursday, 10 September 2020 at 21:05 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 : 8113
Unique Edges : 11083
Edges With Duplicates : 12789
Total Edges : 23872
Number of Edge Types : 5
Tweet : 9280
Mentions : 3963
MentionsInRetweet : 3622
Retweet : 6777
Replies to : 230
Self-Loops : 9675
Reciprocated Vertex Pair Ratio : 0.03768921841211
Reciprocated Edge Ratio : 0.0726406668651384
Connected Components : 3027
Single-Vertex Connected Components : 2417
Maximum Vertices in a Connected Component : 3920
Maximum Edges in a Connected Component : 17223
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.51956
Graph Density : 0.000153116446174122
Modularity : 0.42782
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 8,113 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, 11 September 2020 at 00:25 UTC.
The tweets in the network were tweeted over the 2-day, 9-hour, 17-minute period from Tuesday, 08 September 2020 at 11:47 UTC to Thursday, 10 September 2020 at 21:05 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:
[889] #mpgvip,#defstar5 [754] #socialmedia,#seo [746] #business,#digitalmarketing [740] #defstar5,#makeyourownlane [722] #digitalmarketing,#marketingstrategy [722] #marketing,#sales [719] #marketer,#marketing [718] #startup,#growthhacking [718] #growthhacking,#business [718] #marketingstrategy,#mpgvip Top Word Pairs in Tweet in G1:
[157] digital,marketing [148] #digitalmarketing,#seo [146] #seo,#digitalmarketing [146] search,engine [108] #marketing,#seo [107] social,media [102] #digitalmarketing,#marketing [94] #seo,#marketing [92] #seo,#searchengineoptimization [78] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[250] #marketing,#seo [231] #digitalmarketing,#marketing [121] search,engine [116] #seo,#digitalmarketing [86] #seo,tools [75] #seo,#search [64] titles,meta [64] meta,descriptions [62] #search,#seo [61] seroundtable,#seo Top Word Pairs in Tweet in G3:
[74] #marketingdigital,#seo [59] evento,#seo [43] tus,contenidos [42] #seo,#socialmedia [40] organizado,puntorojom [38] contenidos,#marketingdigital [38] #seo,#socialmediamarketing [38] #socialmediamarketing,pasan [38] pasan,desapercibidos [38] desapercibidos,hora Top Word Pairs in Tweet in G4:
[868] #mpgvip,#defstar5 [719] #defstar5,#makeyourownlane [704] #business,#digitalmarketing [701] #marketing,#sales [700] #digitalmarketing,#marketingstrategy [699] #startup,#growthhacking [699] #growthhacking,#business [699] #marketingstrategy,#mpgvip [699] #makeyourownlane,#marketer [699] #marketer,#marketing Top Word Pairs in Tweet in G5:
[98] #webdesign,#seo [93] business,needs [92] digital,business [92] needs,please [92] please,visit [92] visit,#businessintelligence [92] #businessintelligence,#digitalmarketing [92] #digitalmarketing,#gdpr [92] #gdpr,#brexit [92] #brexit,#webdesign Top Word Pairs in Tweet in G6:
[467] #socialmedia,#seo [421] #visualcontenting,#contentmarketing [421] #contentmarketing,#socialmedia [416] #seo,#socialmedia [394] #socialmedia,#contentmarketing [359] #infographicb2b,#seo [186] #seo,#digitalmarketing [145] #wordpress,#seo [126] #blogging,#wordpress [105] #seo,#smm Top Word Pairs in Tweet in G7:
[60] #seo,#contentmarketing [47] #seo,comment [44] mots,clés [41] votre,site [37] comment,obtenir [32] clés,longue [32] longue,traîne [30] étude,#seo [29] réseaux,sociaux [26] partages,réseaux Top Word Pairs in Tweet in G8:
[61] google,knowledge [61] knowledge,graph [59] hey,#seo [59] #seo,ve [59] ve,added [59] added,few [59] few,more [59] more,tools [59] tools,sitting [59] sitting,private Top Word Pairs in Tweet in G9:
[16] alerte,#job [16] #job,#seo [16] #seo,#cdi [16] #cdi,basé [16] basé,proche [16] proche,villedenice [16] villedenice,1ere [16] 1ere,experience [16] experience,seo [16] seo,requise Top Word Pairs in Tweet in G10:
[38] voice,search [32] #digitalmarketing,#seo [28] #seo,#digitalmarketing [25] rank,voice [25] search,queries [21] #searchengineoptimization,#searchenginemarketing [20] #investor,#digitalmarketing [20] #seo,#bitcoin [20] #bitcoin,#networking [19] #seo,#searchengineoptimization Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G9:
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 G9:
Top Tweeters in G10: