The graph represents a network of 3,274 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 Tuesday, 01 February 2022 at 00:21 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 3-day, 3-hour, 8-minute period from Thursday, 27 January 2022 at 14:43 UTC to Sunday, 30 January 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 : 3274
Unique Edges : 2274
Edges With Duplicates : 10653
Total Edges : 12927
Number of Edge Types : 5
Tweet : 3782
Retweet : 3950
MentionsInRetweet : 4336
Mentions : 748
Replies to : 111
Self-Loops : 4058
Reciprocated Vertex Pair Ratio : 0.0134375
Reciprocated Edge Ratio : 0.0265186555658341
Connected Components : 1214
Single-Vertex Connected Components : 963
Maximum Vertices in a Connected Component : 1624
Maximum Edges in a Connected Component : 10658
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.191942
Graph Density : 0.00030263717078759
Modularity : 0.273243
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,274 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 Tuesday, 01 February 2022 at 00:21 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 3-day, 3-hour, 8-minute period from Thursday, 27 January 2022 at 14:43 UTC to Sunday, 30 January 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:
[512] digital,marketing [451] #dogecoin,#bitcoin [394] #gift,#shopping [386] #shopping,#gifts [368] #gifts,#onlineshopping [367] sign,free [351] #digitalmarketing,#marketing [339] #digitalmarketing,#gift [325] #innoavtion,#vr [324] #vr,#ar Top Word Pairs in Tweet in G1:
[145] digital,marketing [103] social,media [90] #digitalmarketing,#marketing [79] #marketing,#digitalmarketing [40] #digitalmarketing,#seo [40] #marketing,#socialmediamarketing [40] #seo,#digitalmarketing [39] #socialmediamarketing,#socialmedia [38] #socialmedia,#digitalmarketing [35] #digitalmarketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[322] sign,free [283] #innoavtion,#vr [283] #vr,#ar [232] free,charge [224] job,sign [206] #hiring,sign [198] free,middlemen [198] #digitalmarketing,#ai [186] #artificialintelligence,#machinelearning [182] #ar,#digitalmarketing Top Word Pairs in Tweet in G3:
[84] #affiliate,#affiliatemarketing [84] #affiliatemarketing,#blog [84] #blog,#blogger [82] digital,marketing [79] #business,#deal [79] #deal,#blogs [79] #discount,#gifts [79] #marketing,#shopping [78] #blogger,#business [78] #blogs,#discount Top Word Pairs in Tweet in G4:
[57] digital,marketing [42] #socialmedia,#digitalmarketing [23] business,#digitalmarketing [22] social,media [22] #socialmediamarketing,#digitalmarketing [21] #digitalmarketing,#digitalmarketingtips [19] drive,more [19] marketing,strategy [18] #digital,#marketing [17] more,business Top Word Pairs in Tweet in G5:
[408] #dogecoin,#bitcoin [313] #gift,#shopping [312] #shopping,#gifts [310] #gifts,#onlineshopping [298] #digitalmarketing,#gift [295] #affiliatemarketing,#freeshipping [293] #onlineshopping,#dogecoin [293] #bitcoin,#marketing [293] #marketing,#affiliatemarketing [293] #freeshipping,#ad Top Word Pairs in Tweet in G6:
[82] #alphanumericideas,#digitalmarketing [82] #digitalmarketing,#digitalagency [78] easy,ways [78] ways,makemoneyonline [78] makemoneyonline,boss [75] boss,#makemoneyonline [65] #digitalmarketing,#marketing [52] #makemoneyonline,#digitalbusiness [52] #marketing,#growthhacking [51] #digitalbusiness,#startup Top Word Pairs in Tweet in G7:
[108] #digitalmarketing,#socialmediamarketing [104] #adssquare,#digitalmarketing [32] digital,marketing [20] social,media [16] #digitalmarketing,#marketing [13] #digitalmarketing,video [13] #socialmediamarketing,#digitalmarketing [10] #ondeckeo,#digitalmarketing [10] #iidm,#digitalmarketing [10] freelancer,#digitalmarketing Top Word Pairs in Tweet in G8:
[76] #digitalmarketing,#marketing [53] #marketing,#seo [24] seroundtable,#seo [22] #seo,#digitalmarketing [16] social,media [15] #digitalmarketing,#seo [14] sengineland,#digitalmarketing [12] hubspot,#inboundmarketing [12] #onlinemarketing,#entrepreneur [11] thisissethsblog,#digitalmarketing Top Word Pairs in Tweet in G9:
[47] aggrieved,#citizens [47] #citizens,#scheduledcastes [47] #scheduledcastes,longer [47] longer,needed [47] needed,send [47] send,#complaints [47] #complaints,visit [47] visit,respective [46] skodineya,aggrieved [46] respective,#off Top Word Pairs in Tweet in G10:
[34] 125,crore [34] move,ahead [26] hr,related [25] hrm,solve [25] solve,many [25] many,hr [25] related,problems [25] problems,short [25] short,period [25] period,time Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: