The graph represents a network of 4,117 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, 05 October 2020 at 21:55 UTC.
The requested start date was Monday, 05 October 2020 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, 6-minute period from Friday, 02 October 2020 at 15:21 UTC to Sunday, 04 October 2020 at 19:28 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 : 4117
Unique Edges : 2865
Edges With Duplicates : 9548
Total Edges : 12413
Number of Edge Types : 5
Retweet : 3332
MentionsInRetweet : 3628
Tweet : 3978
Mentions : 1401
Replies to : 74
Self-Loops : 4233
Reciprocated Vertex Pair Ratio : 0.0178796272979098
Reciprocated Edge Ratio : 0.0351311232063335
Connected Components : 1345
Single-Vertex Connected Components : 978
Maximum Vertices in a Connected Component : 2047
Maximum Edges in a Connected Component : 9240
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.340688
Graph Density : 0.00023852838959936
Modularity : 0.352808
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,117 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, 05 October 2020 at 21:55 UTC.
The requested start date was Monday, 05 October 2020 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, 6-minute period from Friday, 02 October 2020 at 15:21 UTC to Sunday, 04 October 2020 at 19:28 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:
[554] digital,marketing [419] #digitalmarketing,#marketing [376] social,media [364] read,more [343] #digitalmarketing,#digital [335] #digital,#marketing [251] #marketing,#digitalmarketing [244] #seo,#digitalmarketing [214] #digitalmarketing,#seo [209] gt,gt Top Word Pairs in Tweet in G1:
[122] digital,marketing [92] social,media [83] #digitalmarketing,#marketing [60] logo,business [52] #digitalmarketing,#socialmediamarketing [46] #marketing,#digitalmarketing [46] #digitalmarketing,#seo [37] #youtuber,#youtubers [36] #marketing,#socialmediamarketing [36] worried,youtube Top Word Pairs in Tweet in G2:
[257] #digitalmarketing,#digital [255] #digital,#marketing [235] read,more [125] #digitalmarketing,#marketing [115] #seo,#digitalmarketing [112] digital,marketing [87] more,#bigdata [73] #contentmarketing,#digitalmarketing [73] #wordpress,#seo [72] #blogging,#wordpress Top Word Pairs in Tweet in G3:
[49] digital,marketing [32] #digitalmarketing,#marketing [30] social,media [28] #digitalmarketing,#digital [26] #digital,#marketing [19] digital,business [19] business,needs [18] #marketing,#digitalmarketing [18] pl,share [18] share,# Top Word Pairs in Tweet in G4:
[42] digital,marketing [22] #business,#digitalmarketing [22] #startup,#growthhacking [20] #growthhacking,#business [19] #digitalmarketing,#marketingstrategy [19] #marketingstrategy,#mpgvip [19] #mpgvip,#defstar5 [19] #defstar5,#makeyourownlane [19] #makeyourownlane,#marketer [19] #marketer,#marketing Top Word Pairs in Tweet in G5:
[95] looking,unique [86] unique,#logo [74] greetings,looking [70] #marketing,#womenwhocode [68] gt,gt [46] #womenwhocode,#design [45] #logo,order [45] order,#android [45] #design,#graphicdesigner [44] #digitalmarketing,#business Top Word Pairs in Tweet in G6:
[25] #rt,startgrowthhack [21] sovkcom,#rt [15] digital,marketing [14] startgrowthhack,sovkcom [12] small,business [11] solve,crucial [11] crucial,digital [11] digital,#growth [11] #growth,challenges [11] challenges,#smallbusinesses Top Word Pairs in Tweet in G7:
[39] click,link [38] #order,click [23] digital,marketing [20] #seo,#digitalmarketing [19] #ordernow,click [18] click,links [16] keyword,research [16] research,competitor [16] competitor,analysis [16] b2b,lead Top Word Pairs in Tweet in G8:
[12] airdrop,alert [12] alert,xstable [12] xstable,reward [12] reward,1500 [12] 1500,xusd [12] xusd,referral [12] referral,50 [12] 50,xusd [12] link,#airdrops [12] #airdrops,#airdrop Top Word Pairs in Tweet in G9:
[31] digital,marketing [22] social,media [21] #seo,#digitalmarketing [15] #digitalmarketing,#marketing [14] #socialmediamarketing,#digitalmarketing [13] #digitalmarketing,#contentmarketing [13] #socialmedia,#socialmediamarketing [13] #digitalmarketing,#onlinemarketing [13] #digitalmarketing,#seo [12] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G10:
[6] social,media [6] digital,marketing [6] #contentmarketing,#digitalmarketing [5] grow,business [5] cmicontent,#digitalmarketing [5] #digitalmarketing,#contentmarketing [5] #digitalmarketing,#digital [5] #digital,#marketing [4] #marketing,#digitalmarketing [4] business,article Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: