The graph represents a network of 3,121 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, 23 May 2022 at 00:29 UTC.
The requested start date was Monday, 23 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, 4-hour, 27-minute period from Friday, 20 May 2022 at 13:25 UTC to Sunday, 22 May 2022 at 17:52 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 : 3121
Unique Edges : 1934
Edges With Duplicates : 10541
Total Edges : 12475
Number of Edge Types : 5
Replies to : 49
Mentions : 778
Retweet : 3696
MentionsInRetweet : 3998
Tweet : 3954
Self-Loops : 4162
Reciprocated Vertex Pair Ratio : 0.0126353790613718
Reciprocated Edge Ratio : 0.0249554367201426
Connected Components : 1169
Single-Vertex Connected Components : 885
Maximum Vertices in a Connected Component : 1435
Maximum Edges in a Connected Component : 9913
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.766229
Graph Density : 0.000288061025805339
Modularity : 0.260925
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,121 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, 23 May 2022 at 00:29 UTC.
The requested start date was Monday, 23 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, 4-hour, 27-minute period from Friday, 20 May 2022 at 13:25 UTC to Sunday, 22 May 2022 at 17:52 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:
[770] #affiliatemarketing,#deal [733] #blogger,#business [715] #discount,#gifts [707] #affiliate,#affiliatemarketing [684] #gifts,#marketing [681] #marketing,#shopping [645] #deal,#blogger [615] #business,#crypto [494] sign,free [488] digital,marketing Top Word Pairs in Tweet in G1:
[131] digital,marketing [85] #marketing,#digitalmarketing [83] social,media [73] #digitalmarketing,#marketing [38] #marketing,#socialmediamarketing [37] #socialmediamarketing,#socialmedia [34] #digitalmarketing,#socialmediamarketing [34] search,engine [32] #seo,#digitalmarketing [31] #digitalmarketing,#digitalmarketingagency Top Word Pairs in Tweet in G2:
[444] sign,free [298] free,middleman [291] #machinelearning,#python [276] #artificialintelligence,#machinelearning [254] #job,sign [254] middleman,#artificialintelligence [210] need,#job [190] #hiring,sign [173] jobpreference,need [146] free,middlemen Top Word Pairs in Tweet in G3:
[618] #affiliatemarketing,#deal [588] #blogger,#business [574] #discount,#gifts [566] #affiliate,#affiliatemarketing [555] #gifts,#marketing [549] #marketing,#shopping [506] #deal,#blogger [483] #business,#crypto [444] #shopping,#socialmedia [444] #socialmedia,#travel Top Word Pairs in Tweet in G4:
[58] #affiliate,#affiliatemarketing [58] #affiliatemarketing,#deal [58] #blogger,#business [53] digital,marketing [50] #digitalmarketing,ondeckeo [50] #deal,#blogger [50] #discount,#gifts [50] #marketing,#shopping [48] bmurphypointman,#affiliate [45] #marketing,#digitalmarketing Top Word Pairs in Tweet in G5:
[106] #unique,#land [106] #land,parcel [106] parcel,#identification [106] #identification,#number [106] #number,#generated [106] #generated,#bhunaksha [106] #bhunaksha,#cadastral [106] #cadastral,#mapping [106] #mapping,#solution [106] #solution,#nic Top Word Pairs in Tweet in G6:
[56] #marketing,#digitalmarketing [44] #digitalmarketing,#businessgrowth [41] #businessgrowth,#smallbusiness [41] #smallbusiness,#growthhacking [41] #growthhacking,#entrepreneur [22] digital,marketing [16] contact,prosfic [15] #media,#business [15] #digitalmarketing,#digital [14] social,media Top Word Pairs in Tweet in G7:
[44] find,#ebooks [44] #ebooks,#digitalmarketing [44] #digitalmarketing,#resources [20] #marketing,#digitalmarketing [20] digital,marketing [19] dlaignite,#socialselling [18] passle,timothy_hughes [17] timothy_hughes,dlaignite [16] #digitalmarketing,#marketing [15] #abtesting,#cro Top Word Pairs in Tweet in G8:
[53] #digitalmarketing,#marketing [39] #classifiedads,#classifieds [38] #classifieds,#marketplace [37] adsthumb,#classifiedads [37] #marketplace,#classified [37] #classified,#advertising [36] #affiliatemarketing,#deal [36] #discount,#gifts [36] #ads,#digitalmarketing [35] #advertising,#classifiedadvertisements Top Word Pairs in Tweet in G9:
[75] #digitalmarketing,#marketing [66] #marketing,#seo [41] #seo,#digitalmarketing [32] seroundtable,#seo [23] #google,#seo [22] google,#digitalmarketing [22] #digitalmarketing,#google [20] quicksprout,#digitalmarketing [16] sejournal,#digitalmarketing [15] marcflood,google Top Word Pairs in Tweet in G10:
[129] #digitalmarketing,#onlinemarketing [97] actravelservice,#wanderlust [69] #onlinemarketing,#vacation [53] #affiliatemarketing,#deal [50] #deal,#blogger [50] #discount,#gifts [49] #affiliate,#affiliatemarketing [49] #blogger,#business [48] #business,#crypto [47] #gifts,#marketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G10: