The graph represents a network of 3,528 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, 30 May 2022 at 00:30 UTC.
The requested start date was Monday, 30 May 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, 5-hour, 9-minute period from Friday, 27 May 2022 at 12:42 UTC to Sunday, 29 May 2022 at 17:51 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 : 3528
Unique Edges : 2164
Edges With Duplicates : 10352
Total Edges : 12516
Number of Edge Types : 5
Retweet : 3709
MentionsInRetweet : 3875
Tweet : 3850
Mentions : 1039
Replies to : 43
Self-Loops : 4135
Reciprocated Vertex Pair Ratio : 0.0122448979591837
Reciprocated Edge Ratio : 0.0241935483870968
Connected Components : 1298
Single-Vertex Connected Components : 1004
Maximum Vertices in a Connected Component : 1713
Maximum Edges in a Connected Component : 9712
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.974199
Graph Density : 0.000259096172255879
Modularity : 0.29786
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,528 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, 30 May 2022 at 00:30 UTC.
The requested start date was Monday, 30 May 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, 5-hour, 9-minute period from Friday, 27 May 2022 at 12:42 UTC to Sunday, 29 May 2022 at 17:51 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:
[563] digital,marketing [428] #digitalmarketing,#marketing [398] sign,free [388] #marketing,#digitalmarketing [384] social,media [316] #digitalmarketing,#ai [265] case,study [255] free,middleman [254] #job,sign [251] more,clients Top Word Pairs in Tweet in G1:
[191] digital,marketing [119] social,media [93] #digitalmarketing,#marketing [78] #marketing,#digitalmarketing [59] #marketing,#socialmediamarketing [58] #socialmediamarketing,#socialmedia [45] #digitalmarketing,#socialmediamarketing [35] #seo,#digitalmarketing [33] #digitalmarketing,#digitalmarketingagency [30] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G2:
[170] #digitalmarketing,#marketing [156] #digitalmarketing,#onlinemarketing [108] #onlinemarketing,#seo [105] #onlineadvertising,#digitalmarketing [102] #onlinemarketingghana,#onlinemarketingineurope [101] charlesfrize,myfoodfantasy69 [98] #digitalmarketingservices,#onlinemarketingghana [97] myfoodfantasy69,#onlineadvertising [97] #seo,#digitalmarketingservices [96] #frizemedia,charlesfrize Top Word Pairs in Tweet in G3:
[374] sign,free [240] free,middleman [237] #job,sign [221] #digitalmarketing,#ai [212] #machinelearning,#python [192] #artificialintelligence,#machinelearning [180] seo,case [180] case,study [180] study,more [180] more,clients Top Word Pairs in Tweet in G4:
[38] #digitalmarketing,#marketing [38] digital,marketing [29] social,media [27] #marketing,#digitalmarketing [21] #hotel,#deals [21] #socialmediamarketing,#digitalmarketing [20] #socialmedia,#digitalmarketing [19] #simsof,#socialmediamarketing [17] #seo,#ppc [17] #digitalmarketing,#emailmarketing Top Word Pairs in Tweet in G5:
[22] #homebusiness,#entrepreneur [22] #entrepreneur,#socialmedia [22] #socialmedia,#digitalmarketing [22] #digitalmarketing,#smallbiz [22] #smallbiz,#growthhacking [22] #growthhacking,#startup [22] #startup,#smallbusiness [10] great,way [9] online,presence [9] social,media Top Word Pairs in Tweet in G6:
[55] #digitalrevolution,#india [55] #india,#highest [55] #highest,#realtime [55] #realtime,#payments [55] #payments,#business [55] #business,around [55] around,#world [55] #world,over [55] over,40 [55] 40,#percent Top Word Pairs in Tweet in G7:
[61] digital,marketing [50] #digitalmarketing,video [36] #socialmedia,#digitalmarketing [25] marketing,strategy [24] #digitalmarketing,#marketing [22] social,media [21] #digitalmarketing,#digital [20] #digital,#marketing [19] #marketing,video [17] #digitalmarketing,#marketingautomation Top Word Pairs in Tweet in G8:
[57] #marketing,#digitalmarketing [51] #smallbusiness,#growthhacking [45] #digitalmarketing,#businessgrowth [44] #businessgrowth,#smallbusiness [43] #growthhacking,#entrepreneur [28] #startup,#growthhacking [16] #seo,#digitalmarketing [15] social,media [14] #digitalmarketing,#onlinebusiness [14] #digitalmarketing,#startup Top Word Pairs in Tweet in G9:
[32] #digitalmarketing,#marketing [21] sale,ongoing [19] #seo,#digitalmarketing [18] digital,marketing [15] hire,#seo [14] #digitalmarketing,#onlinemarketing [14] #marketing,#fiverr [14] #fiverr,#gigs [11] #marketing,#socialmediamarketing [10] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G10:
[106] #startups,#startup [97] template,#digitalmarketing [87] presentation,template [74] #digitalmarketing,#bigdata [74] #bigdata,#startups [72] powerpoint,presentation [55] #startup,#digitalarts [48] #marketing,#seo [46] #seo,#datascience [45] #digitalmarketing,#startups 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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