The graph represents a network of 4,317 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 October 2022 at 00:31 UTC.
The requested start date was Monday, 17 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 4-hour, 23-minute period from Wednesday, 12 October 2022 at 13:30 UTC to Friday, 14 October 2022 at 17:53 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 : 4317
Unique Edges : 2783
Edges With Duplicates : 9053
Total Edges : 11836
Number of Edge Types : 5
Tweet : 4319
MentionsInRetweet : 3191
Mentions : 1351
Retweet : 2887
Replies to : 88
Self-Loops : 4585
Reciprocated Vertex Pair Ratio : 0.017743979721166
Reciprocated Edge Ratio : 0.0348692403486924
Connected Components : 1934
Single-Vertex Connected Components : 1560
Maximum Vertices in a Connected Component : 1696
Maximum Edges in a Connected Component : 7865
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.05854
Graph Density : 0.000172389992964857
Modularity : 0.339661
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 4,317 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 October 2022 at 00:31 UTC.
The requested start date was Monday, 17 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 4-hour, 23-minute period from Wednesday, 12 October 2022 at 13:30 UTC to Friday, 14 October 2022 at 17:53 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 : GraphServerTwitterSearch
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:
[540] digital,marketing [471] #digitalmarketing,#marketing [460] #marketing,#digitalmarketing [388] social,media [243] #seo,#digitalmarketing [171] #digitalmarketing,#digital [160] #socialmedia,#digitalmarketing [159] #digitalmarketing,#socialmediamarketing [157] #digitalmarketing,#seo [154] #marketing,#seo Top Word Pairs in Tweet in G1:
[260] digital,marketing [172] social,media [151] #marketing,#digitalmarketing [147] #digitalmarketing,#marketing [68] #digitalmarketing,#socialmediamarketing [67] #seo,#digitalmarketing [67] #marketing,#socialmediamarketing [65] #digitalmarketing,#digitalmarketingagency [59] #socialmediamarketing,#socialmedia [59] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G2:
[51] #marketing,#digitalmarketing [42] #webdesign,#followback [42] #seo,#webdesign [42] #500aday,#f4f [42] #followback,#teamfollowback [42] #graphicdesign,#marketresearch [42] #teamfollowback,#500aday [42] #marketresearch,#seo [42] #digitalmarketing,#graphicdesign [40] #f4f,#sem Top Word Pairs in Tweet in G3:
[40] #digitalmarketing,#marketing [34] digital,marketing [27] #marketing,#digitalmarketing [27] #localseo,#digitalmarketing [27] #seo,#localseo [27] #digitalmarketing,#socialmedia [23] tag,share [23] someone,needs [23] share,someone [22] #entrepeneurship,#digitalmarketing Top Word Pairs in Tweet in G4:
[85] uses,#internet [85] anyone,uses [85] #becareful,spot [85] वध,न [85] #cyber,#attacks [85] #beaware,ensure [85] #attacks,#becareful [85] #online,#danger [85] #internet,#vulnerable [85] न,anyone Top Word Pairs in Tweet in G5:
[59] tracking,hire [59] ecommerce,goals [59] manager,enhanced [59] tag,manager [59] events,tracking [59] google,analytics [59] google,tag [59] analytics,google [59] enhanced,ecommerce [59] goals,events Top Word Pairs in Tweet in G6:
[148] #digitalmarketing,#marketing [123] #marketing,#seo [69] #seo,#digitalmarketing [49] seroundtable,#seo [48] gt,gt [39] google,#digitalmarketing [38] #digitalmarketing,#seo [38] sejournal,#digitalmarketing [34] sengineland,#digitalmarketing [32] #digitalmarketing,#google Top Word Pairs in Tweet in G7:
[32] #leadership,#analytics [32] add,#leadership [32] modern,#marketing [32] both,sides [32] #analytics,#content [32] key,add [30] paula_piccard,key [30] info,paula_piccard [30] sides,info [30] #marketing,need Top Word Pairs in Tweet in G8:
[91] #digitalmarketing,#digital [78] #digital,#marketing [64] #marketing,#digitalmarketing [25] #smallbusiness,#growthhacking [23] #digitalmarketing,#businessgrowth [23] #growthhacking,#entrepreneur [21] #businessgrowth,#smallbusiness [20] #digitalmarketing,#seo [18] #digitalmarketing,#onlinebusiness [14] social,media Top Word Pairs in Tweet in G9:
[83] #digitalmarketing,#appstore [83] #playstore,#ios [83] #ios,#android [83] #appstore,#playstore [82] #android,#app [80] #app,#growthhacking [66] #growthhacking,#indiegame [56] #digitalmarketing,video [46] #indiegame,#gamedev [46] #gamedev,#socailmedia Top Word Pairs in Tweet in G10:
[57] #giveaway,retweet [57] retweet,enter [41] card,#giveaway [41] gift,card [33] #deznat,#diet [29] #datascience,#deals [29] enter,#dmvsupport [29] #dmvsupport,#datascience [19] #diet,#digitalhealth [19] enter,#deznat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: