The graph represents a network of 3,038 Twitter users whose recent tweets contained "#MarketingTwitter", 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 Tuesday, 23 February 2021 at 20:20 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 17-minute period from Tuesday, 16 February 2021 at 03:50 UTC to Tuesday, 23 February 2021 at 20:07 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 : 3038
Unique Edges : 3538
Edges With Duplicates : 3258
Total Edges : 6796
Number of Edge Types : 5
Tweet : 2409
Replies to : 259
Retweet : 1809
Mentions : 1085
MentionsInRetweet : 1234
Self-Loops : 2505
Reciprocated Vertex Pair Ratio : 0.0612013600302229
Reciprocated Edge Ratio : 0.115343538625845
Connected Components : 1137
Single-Vertex Connected Components : 752
Maximum Vertices in a Connected Component : 1062
Maximum Edges in a Connected Component : 4055
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.602189
Graph Density : 0.000304452242834317
Modularity : 0.450735
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,038 Twitter users whose recent tweets contained "#MarketingTwitter", 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 Tuesday, 23 February 2021 at 20:20 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 17-minute period from Tuesday, 16 February 2021 at 03:50 UTC to Tuesday, 23 February 2021 at 20:07 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 : #MarketingTwitter
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:
[755] charlesfrize,#marketingtwitter [566] #frizemedia,charlesfrize [450] #digitalmarketing,#seo [427] #marketingtwitter,dynamicfrize [427] dynamicfrize,#onlineadvertising [427] #onlineadvertising,#onlinemarketingghana [427] #onlinemarketingghana,#digitalmarketing [325] #marketingtwitter,#onlinemarketingtopeurope [325] #onlinemarketingtopeurope,#onlinemarketingghana [325] #onlinemarketingghana,#marketing Top Word Pairs in Tweet in G1:
[62] hey,#marketingtwitter [58] social,media [26] #marketing,#marketingtwitter [22] #marketingtwitter,#marketing [18] #marketingtwitter,#marketingstrategy [17] #marketingdigital,#marketingtwitter [15] digital,marketing [14] content,marketing [12] #digitalmarketing,#marketingtwitter [12] #marketingtwitter,anyone Top Word Pairs in Tweet in G2:
[46] hi,#marketingtwitter [42] social,media [39] thatchristinag,hi [34] hey,#marketingtwitter [26] #marketing,#affiliatemarketing [26] #affiliatemarketing,#digitalmarketing [26] #onlinemarketing,#marketingstrategy [26] #marketingstrategy,#programming [26] #programming,#marketingtwitter [23] #digitalmarketing,#seo Top Word Pairs in Tweet in G3:
[22] many,lost [22] lost,jobs [22] jobs,pandemic [22] pandemic,many [22] many,having [22] having,hard [22] hard,time [22] time,finding [22] finding,one [22] one,many Top Word Pairs in Tweet in G4:
[29] social,media [29] hey,#marketingtwitter [17] kitkat,#marketingtwitter [15] well,done [15] done,kitkat [9] #facebookads,#marketingtwitter [9] #marketingtwitter,launched [9] launched,masterclass [9] masterclass,course [9] course,today Top Word Pairs in Tweet in G5:
[9] ny,looking [9] looking,marketing [9] marketing,associate [9] associate,fast [9] fast,growing [9] growing,hair [9] hair,care [9] care,brand [9] brand,featured [9] featured,vogue Top Word Pairs in Tweet in G6:
[18] #business,#marketingtwitter [16] hashtag,trending [16] trending,twitter [16] twitter,# [16] #,choose [15] choose,relevant [15] relevant,hashtag [15] hashtag,start [15] start,sharing [15] sharing,hashtags Top Word Pairs in Tweet in G7:
[50] won,#marketingtwitter [10] #marketingtwitter,#copywriters [8] #copywriters,#graphicdesigners [5] hey,#marketingtwitter [5] #graphicdesigners,#freelancers [5] clients,thread [4] #marketingtwitter,stand [4] stand,hiding [4] hiding,comments [4] comments,facebook Top Word Pairs in Tweet in G8:
[755] charlesfrize,#marketingtwitter [566] #frizemedia,charlesfrize [427] #marketingtwitter,dynamicfrize [427] dynamicfrize,#onlineadvertising [427] #onlineadvertising,#onlinemarketingghana [427] #onlinemarketingghana,#digitalmarketing [425] #digitalmarketing,#seo [325] #marketingtwitter,#onlinemarketingtopeurope [325] #onlinemarketingtopeurope,#onlinemarketingghana [325] #onlinemarketingghana,#marketing Top Word Pairs in Tweet in G9:
[11] social,media [8] person,#marketingtwitter [8] #marketingtwitter,zero [8] zero,interest [8] interest,clubhouse [8] clubhouse,happy [8] happy,combining [8] combining,aspects [8] aspects,conference [8] conference,call Top Word Pairs in Tweet in G10:
[21] #marketingtwitter,looking [20] looking,#marketing [20] #marketing,job [20] job,bunch [20] bunch,things [20] things,make [20] make,resume [20] resume,come [20] come,strong [20] strong,vs Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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 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:
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Top Tweeters in G9:
Top Tweeters in G10: