The graph represents a network of 4,269 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, 10 August 2020 at 22:15 UTC.
The requested start date was Monday, 10 August 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 4-day, 21-hour, 25-minute period from Tuesday, 04 August 2020 at 15:54 UTC to Sunday, 09 August 2020 at 13:19 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 : 4269
Unique Edges : 2953
Edges With Duplicates : 10098
Total Edges : 13051
Number of Edge Types : 5
Tweet : 3684
Retweet : 3892
MentionsInRetweet : 4235
Mentions : 1196
Replies to : 44
Self-Loops : 3927
Reciprocated Vertex Pair Ratio : 0.0219638242894057
Reciprocated Edge Ratio : 0.0429835651074589
Connected Components : 1648
Single-Vertex Connected Components : 1212
Maximum Vertices in a Connected Component : 1820
Maximum Edges in a Connected Component : 9455
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.106051
Graph Density : 0.000217068058712327
Modularity : 0.33942
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,269 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, 10 August 2020 at 22:15 UTC.
The requested start date was Monday, 10 August 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 4-day, 21-hour, 25-minute period from Tuesday, 04 August 2020 at 15:54 UTC to Sunday, 09 August 2020 at 13:19 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:
[605] digital,marketing [515] social,media [437] ryanglass4real,#entreprenuer [337] ø,ø [298] #digitalmarketing,#marketing [296] #socialmedia,#digitalmarketing [289] #digitalmarketing,#contentmarketing [287] #marketing,#digitalmarketing [285] read,more [214] #startup,#growthhacking Top Word Pairs in Tweet in G1:
[136] digital,marketing [101] social,media [76] #marketing,#digitalmarketing [74] #digitalmarketing,#marketing [53] #digitalmarketing,#seo [52] #digitalmarketing,#socialmedia [48] #socialmediamarketing,#digitalmarketing [47] #seo,#digitalmarketing [37] #digitalmarketing,#socialmediamarketing [33] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G2:
[433] ryanglass4real,#entreprenuer [212] #startup,#growthhacking [166] read,more [154] digital,marketing [149] social,media [133] #digitalmarketing,#bigdata [128] #digitalmarketing,#digital [124] #growthhacking,#business [120] #digital,#marketing [112] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G3:
[60] digital,marketing [48] àª,ઠ[41] social,media [36] #digitalmarketing,#marketing [26] read,more [19] #marketing,#digitalmarketing [15] #business,#branding [15] more,#digitalmarketing [14] #socialmedia,#digitalmarketing [14] #digitalmarketing,#socialmediamarketing Top Word Pairs in Tweet in G4:
[64] #digitalmarketing,#marketing [50] #marketing,#seo [39] #inboundmarketing,#digitalmarketing [35] hubspot,#inboundmarketing [34] social,media [27] #seo,#digitalmarketing [18] gt,gt [16] #socialmedia,#digitalmarketing [16] google,#digitalmarketing [14] content,marketing Top Word Pairs in Tweet in G5:
[34] role,#bigdata [34] #bigdata,#digitalmarketing [34] #digitalmarketing,#predictiveanalytics [34] #predictiveanalytics,#ai [34] #ai,#dataviz [34] #dataviz,#martech [34] #martech,#fintech [34] #fintech,spirosmargaris [33] andi_staub,role [33] spirosmargaris,jblefevre60 Top Word Pairs in Tweet in G6:
[28] digital,marketing [26] #marketing,#digitalmarketing [22] enrich,online [22] online,presence [22] presence,business [22] business,well [22] well,enroll [22] enroll,digital [22] marketing,training [22] training,program Top Word Pairs in Tweet in G7:
[23] social,media [19] read,more [17] digital,marketing [12] #marketing,#digitalmarketing [10] #digitalmarketing,#digital [10] #digitalmarketing,#marketing [9] #seo,#digitalmarketing [8] #digitalmarketing,#socialmediastrategy [8] #digital,#marketing [8] #digitalmarketing,#digitalmarketingtips Top Word Pairs in Tweet in G8:
[46] #digitalmarketing,english [46] english,#finance [46] #finance,history [46] history,#seo [46] #seo,#entrepreneur [46] #entrepreneur,#digitaltransformation [38] #marketing,#onlineclasses [37] #digitaltransformation,#marketing [28] gt,gt [28] digital,marketing Top Word Pairs in Tweet in G9:
[93] #socialmedia,#digitalmarketing [92] #digitalmarketing,#contentmarketing [64] #contentmarketing,#growthhacking [60] #growthhacking,#startup [60] #startup,#seo [58] #blogging,#infographic [52] #marketing,#influencermarketing [50] #ecommerce,#marketing [48] #influencermarketing,#blogging [48] #ai,#machinelearning Top Word Pairs in Tweet in G10:
[29] very,happy [29] happy,birthday [25] digitallynow,wishing [25] wishing,actor [25] actor,mahesh [25] mahesh,babu [25] babu,very [25] birthday,urstrulymahesh [25] urstrulymahesh,#hbdmaheshbabu [25] #hbdmaheshbabu,#happybirthdaymaheshbabu Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: