The graph represents a network of 3,357 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 June 2022 at 00:27 UTC.
The requested start date was Monday, 13 June 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 3-day, 3-hour, 51-minute period from Thursday, 09 June 2022 at 14:00 UTC to Sunday, 12 June 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 : 3357
Unique Edges : 2136
Edges With Duplicates : 9522
Total Edges : 11658
Number of Edge Types : 5
Retweet : 3076
MentionsInRetweet : 3188
Tweet : 4382
Mentions : 983
Replies to : 29
Self-Loops : 4610
Reciprocated Vertex Pair Ratio : 0.0207452938916635
Reciprocated Edge Ratio : 0.0406473466315393
Connected Components : 1383
Single-Vertex Connected Components : 1085
Maximum Vertices in a Connected Component : 1413
Maximum Edges in a Connected Component : 8642
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.374464
Graph Density : 0.000235840431624382
Modularity : 0.277711
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,357 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 June 2022 at 00:27 UTC.
The requested start date was Monday, 13 June 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 3-day, 3-hour, 51-minute period from Thursday, 09 June 2022 at 14:00 UTC to Sunday, 12 June 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:
[536] #deal,#blog [527] #affiliatemarketing,#deal [520] #affiliate,#affiliatemarketing [516] #blogger,#business [495] #discount,#gifts [469] digital,marketing [465] #b2b,#saas [458] #gifts,#marketing [455] #saas,#iot [441] #lightlifeplatform,#b2b Top Word Pairs in Tweet in G1:
[176] digital,marketing [133] #digitalmarketing,#marketing [132] #marketing,#digitalmarketing [122] social,media [61] #marketing,#socialmediamarketing [61] #seo,#digitalmarketing [41] #socialmediamarketing,#socialmedia [38] #digitalmarketing,#seo [36] #digitalmarketing,#socialmedia [35] learn,more Top Word Pairs in Tweet in G2:
[518] #deal,#blog [500] #affiliatemarketing,#deal [491] #affiliate,#affiliatemarketing [489] #blogger,#business [471] #discount,#gifts [435] #gifts,#marketing [381] #marketing,#shopping [343] #shopping,#socialmedia [342] #socialmedia,#travel [325] #blog,#blogger Top Word Pairs in Tweet in G3:
[100] #digilifenamms,#digitalmarketing [59] #digitalmarketing,mmsolutionske [43] social,media [38] digital,marketing [28] #digitalmarketing,#marketing [26] #digitalmarketing,#socialmedia [24] #startup,#startups [22] #digitalmarketing,#digital [22] #marketing,#digitalmarketing [21] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G4:
[407] #b2b,#saas [400] #saas,#iot [378] #lightlifeplatform,#b2b [371] blue,nova [357] nova,technology [326] technology,llc [311] #machinelearning,#digitalmarketing [287] #management,#innovation [284] #ecommerce,#businessdevelopment [278] sign,free Top Word Pairs in Tweet in G5:
[87] #digitalmarketing,#marketing [71] #marketing,#seo [25] google,#digitalmarketing [25] #digitalmarketing,#seo [24] #seo,#digitalmarketing [24] sejournal,#digitalmarketing [23] #digitalmarketing,#google [23] #webdesign,#website [23] #webdevelopment,#marketing [21] seroundtable,#seo Top Word Pairs in Tweet in G6:
[79] #media,#business [73] #business,#digitalmarketing [71] #digitalmarketing,#technology [71] #technology,#finance [70] #digitalmarketing,#onlinemarketing [60] #finance,#economics [48] #onlinemarketing,#vacation [47] actravelservice,#wanderlust [41] #economics,#cryptocurrency [38] digital,marketing Top Word Pairs in Tweet in G7:
[35] #socialmedia,#digitalmarketing [33] digital,marketing [27] #digitalmarketing,#marketing [22] read,more [22] #creativeacademy,#yourcreativezone [22] #yourcreativezone,#digitalmarketing [21] bmurphypointman,#affiliate [21] #affiliate,#affiliatemarketing [21] #affiliatemarketing,#deal [21] #blogger,#business Top Word Pairs in Tweet in G8:
[18] #seo,#ebay [16] #ebay,#ebaytools [16] #ebaytools,#marketing [14] #marketing,#digitalmarketing [13] #digitalmarketing,#contentmarketing [12] digital,marketing [11] group,buy [11] 50,year [11] year,coupon [11] coupon,code Top Word Pairs in Tweet in G9:
[63] #digitalmarketing,#appstore [63] #appstore,#playstore [63] #playstore,#ios [63] #ios,#android [63] #android,#app [62] #app,#growthhacking [42] #growthhacking,#indiegame [40] retrieve,lost [39] lost,accounts [38] let's,retrieve Top Word Pairs in Tweet in G10:
[43] #developed,#nic [43] #nic,self [43] self,certification [43] certification,#portal [43] #portal,#streamline [43] #streamline,#process [43] #process,creation [43] creation,#geospatial [43] #geospatial,#data [43] #data,#map 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:
Top Tweeters in G1:
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Top Tweeters in G10: