The graph represents a network of 14,156 Twitter users whose recent tweets contained "#digitalmarketing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 12/1/2022 8:40:53 AM and 12/8/2022 8:40:53 AM. The network was obtained from Twitter on Thursday, 08 December 2022 at 17:35 UTC.
The tweets in the network were tweeted over the 3691-day, 19-hour, 25-minute period from Monday, 29 October 2012 at 21:15 UTC to Thursday, 08 December 2022 at 16:40 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 : 14156
Unique Edges : 8597
Edges With Duplicates : 64533
Total Edges : 73130
Number of Edge Types : 9
Retweet : 14575
MentionsInRetweet : 17147
Tweet : 32425
Mentions : 6056
Replies to : 1335
MentionsInReplyTo : 1232
Quote : 198
MentionsInQuote : 160
MentionsInQuoteReply : 2
Self-Loops : 35881
Reciprocated Vertex Pair Ratio : 0.0171038565907409
Reciprocated Edge Ratio : 0.0336324682674428
Connected Components : 5418
Single-Vertex Connected Components : 4647
Maximum Vertices in a Connected Component : 7406
Maximum Edges in a Connected Component : 60255
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.696195
Graph Density : 6.17282779991314E-05
Modularity : 0.197441
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285816
Data Import : The graph represents a network of 14,156 Twitter users whose recent tweets contained "#digitalmarketing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 12/1/2022 8:40:53 AM and 12/8/2022 8:40:53 AM. The network was obtained from Twitter on Thursday, 08 December 2022 at 17:35 UTC.
The tweets in the network were tweeted over the 3691-day, 19-hour, 25-minute period from Monday, 29 October 2012 at 21:15 UTC to Thursday, 08 December 2022 at 16:40 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 : #digitalmarketing
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:
[5748] #socialmedia,#business [5540] #digitalmarketing,#affiliatemarketing [5326] #poetry,#music [4970] #book,#poetry [4767] #business,#deal [4562] #script,#film [4558] #film,#movie [4409] #link,#book [3972] #socialmedia,#digitalmarketing [3449] #blog,#link Top Word Pairs in Tweet in G1:
[1138] digital,marketing [811] social,media [778] #digitalmarketing,#marketing [596] #marketing,#digitalmarketing [441] #marketing,#socialmediamarketing [302] media,marketing [295] #seo,#digitalmarketing [267] #digitalmarketing,#seo [262] #socialmediamarketing,#socialmedia [242] #digitalmarketing,#digitalmarketingagency Top Word Pairs in Tweet in G2:
[708] #marketing,#digitalmarketing [632] #digitalmarketing,#onlinemarketing [588] #digitalmarketing,#digital [553] #digital,#marketing [539] #onlinemarketing,#vacation [537] digital,marketing [520] #vacation,#travel [445] #digitalmarketing,#marketing [407] #digitalmarketing,video [362] gt,gt Top Word Pairs in Tweet in G3:
[600] #frizemedia,charlesfrize [442] #marketing,#digitalmarketing [377] charlesfrize,reading [295] charlesfrize,dynamicfrize [264] digital,marketing [260] #digitalmarketing,#digitalmarketingservices [254] #onlineadvertising,#digitalmarketing [205] dynamicfrize,#digitalbranding [204] #digitalmarketingservices,#biztips [204] #digitalbranding,#onlineadvertising Top Word Pairs in Tweet in G4:
[264] #seo,#digitalmarketing [227] #digitalmarketing,#brandveda [208] #brandveda,#marketing [163] increase,likes [163] contests,grow [163] running,contests [163] comments,shares [163] brand,easily [163] best,tool [163] grow,brand Top Word Pairs in Tweet in G5:
[184] digital,marketing [136] #branding,#digitalmarketing [136] #blog,#emailmarketing [136] #mohammadkhan,#bigdata [136] #bigdata,#blog [135] #onlinemarketing,#sales [134] #inboundmarketing,#smm [134] #entrepreneur,#startup [134] #seo,#entrepreneur [134] #analytics,#seo Top Word Pairs in Tweet in G6:
[5158] #digitalmarketing,#affiliatemarketing [5142] #poetry,#music [5106] #socialmedia,#business [4794] #book,#poetry [4463] #business,#deal [4381] #script,#film [4381] #film,#movie [4268] #link,#book [3338] #socialmedia,#digitalmarketing [3319] #shortstories,#script Top Word Pairs in Tweet in G7:
[1102] #playstore,#ios [1099] #ios,#android [1095] #android,#app [1072] #app,#growthhacking [1018] #appstore,#playstore [1018] #digitalmarketing,#appstore [995] #growthhacking,#indiegame [781] #socailmedia,#gmailhack [760] #gmailhack,#gmaildown [754] #gmaildown,#hacked Top Word Pairs in Tweet in G8:
[237] joined,read [237] haven't,anything [237] pretty,happy [237] happy,joined [237] article,learn [237] anything,cashrain [237] entire,article [237] cashrain,pretty [237] read,entire [236] learn,goo Top Word Pairs in Tweet in G9:
[122] #digitalmarketing,#marketing [105] #marketing,#socialmediamarketing [99] social,media [98] #socialmediamarketing,#socialmedia [85] #eastcoastdm,#eastcoastdigitalmarketing [84] #eastcoastdigitalmarketing,#enjoytheride [84] #socialmedia,#business [79] #seo,#branding [78] #enjoytheride,#socialmedia [74] #business,#seo Top Word Pairs in Tweet in G10:
[205] next,level [205] social,boost [205] #socialmedia,presence [205] presence,next [205] boost,take [205] level,message [205] take,#socialmedia [205] message,#digitalmarketing [204] socialboostt,social [204] #digitalmarketing,#digitalmar Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: