The graph represents a network of 3,405 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, 13 September 2021 at 23:19 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 2-hour, 46-minute period from Tuesday, 07 September 2021 at 15:06 UTC to Sunday, 12 September 2021 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 : 3405
Unique Edges : 2111
Edges With Duplicates : 11197
Total Edges : 13308
Number of Edge Types : 5
Retweet : 4511
MentionsInRetweet : 4729
Mentions : 670
Tweet : 3313
Replies to : 85
Self-Loops : 3585
Reciprocated Vertex Pair Ratio : 0.0160427807486631
Reciprocated Edge Ratio : 0.0315789473684211
Connected Components : 1141
Single-Vertex Connected Components : 908
Maximum Vertices in a Connected Component : 1847
Maximum Edges in a Connected Component : 10973
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.163832
Graph Density : 0.000311458748539768
Modularity : 0.292679
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 3,405 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, 13 September 2021 at 23:19 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 2-hour, 46-minute period from Tuesday, 07 September 2021 at 15:06 UTC to Sunday, 12 September 2021 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:
[1228] #artificialintelligence,#digitalmarketing [974] #digitalmarketing,#cybersecurity [766] #cybersecurity,#ai [634] #machinelearning,#artificialintelligence [470] digital,marketing [338] #marketing,#digitalmarketing [338] #digitalmarketing,#marketing [332] social,media [315] #ai,#datascience [253] #seo,#digitalmarketing Top Word Pairs in Tweet in G1:
[129] digital,marketing [73] #marketing,#digitalmarketing [68] social,media [62] #digitalmarketing,#marketing [48] #digitalmarketing,#business [45] gt,gt [39] #digitalmarketing,#socialmediamarketing [37] #seo,#digitalmarketing [36] #digitalmarketing,#socialmedia [33] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G2:
[111] #seo,#digitalmarketing [90] digital,marketing [76] #blogging,#wordpress [76] #wordpress,#seo [72] #digitalmarketing,#marketing [52] #marketing,#digitalmarketing [50] social,media [34] #affiliates,#digitalmarketing [30] business,#digitalmarketing [30] check,latest Top Word Pairs in Tweet in G3:
[87] #digitalmarketing,#marketing [54] #marketing,#seo [43] social,media [42] #digitalhealth,#socialmedia [39] #marketing,#digitalmarketing [32] digital,marketing [27] #digitalmarketing,#seo [26] #startup,#growthhacking [25] #growthhacking,#business [22] #business,#digitalmarketing Top Word Pairs in Tweet in G4:
[1165] #artificialintelligence,#digitalmarketing [924] #digitalmarketing,#cybersecurity [729] #cybersecurity,#ai [596] #machinelearning,#artificialintelligence [301] #ai,#datascience [191] #datascience,#machinelearning [167] create,glitch [167] glitch,effect [167] effect,pure [167] pure,css Top Word Pairs in Tweet in G5:
[47] #digitalmarketing,#marketing [33] #marketing,#digitalmarketing [30] digital,marketing [21] #marketing,#socialmediamarketing [19] social,media [19] #digital,#digitalmarketing [18] price,drop [18] #resort,#airfare [18] #airfare,#deals [18] #deals,compare Top Word Pairs in Tweet in G6:
[127] kaivalya,communication [127] communication,idea [127] idea,factory [127] factory,grow [127] grow,business [127] business,#publicrelations [127] #publicrelations,#digitalmarketing [127] #digitalmarketing,#brandmanagement [126] kaivalyacomm,kaivalya [126] #brandmanagement,#soci Top Word Pairs in Tweet in G7:
[89] #affiliatemarketing,#gift [87] #dogecoin,#bitcoin [87] #gift,#shopping [87] #shopping,#gifts [87] #gifts,#onlineshopping [87] free,shipping [87] shipping,purchases [87] purchases,over [87] over,25 [87] 25,#amazon Top Word Pairs in Tweet in G8:
[36] social,media [33] #marketing,#digitalmarketing [29] group,buy [23] digital,marketing [19] #digital,#marketing [18] #digitalmarketing,#digital [16] #websiterank,#marketing [14] euro,month [13] media,marketing [13] #digitalmarketing,#searchengineoptimization Top Word Pairs in Tweet in G9:
[61] #google,announced [61] announced,google [61] google,#news [61] #news,#initiative [61] #initiative,#startup [61] #startup,#lab [61] #lab,16 [61] 16,week [61] week,programme [61] programme,#news Top Word Pairs in Tweet in G10:
[35] #marketing,#digitalmarketing [30] #smallbusiness,#growthhacking [27] #digitalmarketing,#businessgrowth [22] #startup,#smallbusiness [21] #startup,#growthhacking [19] #growthhacking,#entrepreneur [18] #growthhacking,#digitalmarketing [18] #growthhacking,#startup [16] #marketing,#smallbusiness [15] small,business Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: