The graph represents a network of 2,875 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, 02 March 2020 at 06:53 UTC.
The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 5-minute period from Saturday, 29 February 2020 at 02:32 UTC to Sunday, 01 March 2020 at 11:38 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 : 2875
Unique Edges : 3491
Edges With Duplicates : 2901
Total Edges : 6392
Number of Edge Types : 4
MentionsInRetweet : 2771
Mentions : 1093
Tweet : 2467
Replies to : 61
Self-Loops : 2467
Reciprocated Vertex Pair Ratio : 0.0265177948360084
Reciprocated Edge Ratio : 0.0516655336505778
Connected Components : 1046
Single-Vertex Connected Components : 750
Maximum Vertices in a Connected Component : 1199
Maximum Edges in a Connected Component : 4170
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.121827
Graph Density : 0.000356055792563009
Modularity : 0.483736
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 2,875 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, 02 March 2020 at 06:53 UTC.
The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 5-minute period from Saturday, 29 February 2020 at 02:32 UTC to Sunday, 01 March 2020 at 11:38 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:
[467] digital,marketing [298] social,media [294] #digitalmarketing,#marketing [276] #marketing,#digitalmarketing [251] #digitalmarketing,#contentmarketing [200] gt,gt [197] #digitalmarketing,#onlinemarketing [189] #digitalmarketing,#seo [179] #socialmedia,#digitalmarketing [172] #seo,#digitalmarketing Top Word Pairs in Tweet in G1:
[108] digital,marketing [67] #digitalmarketing,#marketing [48] #digitalmarketing,#seo [44] social,media [44] #pakistan,#karachi [39] #marketing,#socialmediamarketing [37] #marketing,#digitalmarketing [34] #seo,#digitalmarketing [30] #business,#digitalmarketing [29] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[175] #digitalmarketing,#contentmarketing [151] digital,marketing [142] #marketing,#digitalmarketing [111] #seo,#marketing [107] #digitalmarketing,#onlinemarketing [98] social,media [95] #keyword,#digitalmarketing [87] #onlinemarketing,#marketingtips [82] iam,platform [82] platform,curated Top Word Pairs in Tweet in G3:
[65] gt,gt [45] social,media [43] #conversions,#crm [43] #crm,#digitalmarketing [43] #onlinebusiness,#smm [41] digital,marketing [37] sign,free [35] #digitalmarketing,#marketing [19] #digitalmarketing,#surveysparrow [19] #surveysparrow,#onlinebusiness Top Word Pairs in Tweet in G4:
[88] #digitalmarketing,#marketing [76] #marketing,#seo [26] digital,marketing [25] sejournal,#digitalmarketing [24] digiday,#digitalmarketing [24] mattgsouthern,sejournal [22] #marketing,#digitalmarketing [19] social,media [18] gt,gt [17] #seo,#digitalmarketing Top Word Pairs in Tweet in G5:
[38] #quizcontest,#rockingmarketer [38] #rockingmarketer,#socialmediamarketing [28] #contest,#quizcontest [20] #socialmediamarketing,#contestalert [20] #contestalert,#quiz [20] #quiz,#yaxisquiz [16] play,win [16] win,pick [16] pick,exact [16] exact,google Top Word Pairs in Tweet in G6:
[47] actravelservice,special [30] #digitalmarketing,#onlinemarketing [29] digital,marketing [29] #digitalmarketing,#contentmarketing [24] #marketing,#digitalmarketing [22] #digitalmarketing,#marketing [18] #socialmedia,#digitalmarketing [17] #onlinemarketing,#vacation [17] #vacation,#travel [17] #travel,#emailmarketing Top Word Pairs in Tweet in G7:
[19] #seo,#sem [15] #enaedm20,enaebusiness [15] #digitalmarketing,#murcia [14] digital,marketing [14] youtube,#enaedm20 [13] #womenceo,#businesscoaching [10] enaebusiness,#murcia [10] #murcia,#digitalmarketing [10] #sem,#digitalmarketing [9] enaebusiness,#seo Top Word Pairs in Tweet in G8:
[8] #holographic,displays [8] displays,#future [8] #future,#digital [8] #digital,presentation [8] presentation,#advertising [8] #advertising,mt [8] mt,mikequindazzi [8] mikequindazzi,#iot [8] #iot,#4ir [7] pawlowskimario,#holographic Top Word Pairs in Tweet in G9:
[11] linkedin,account [11] account,missing [11] missing,huge [11] huge,networking [11] networking,opportunity [10] sweetbutkanana,linkedin [10] number,one [10] one,secret [10] secret,getting [10] getting,ahead Top Word Pairs in Tweet in G10:
[10] digital,marketing [8] good,seo [8] remarkable,web [7] visit,website [6] #digitalmarketing,#seo [6] rome,experimental [6] experimental,javascript [6] javascript,toolchain [6] toolchain,#webdevelopment [6] #webdevelopment,#webdesign Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: