The graph represents a network of 2,941 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, 04 July 2022 at 00:29 UTC.
The requested start date was Monday, 04 July 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, 20-minute period from Friday, 01 July 2022 at 13:31 UTC to Sunday, 03 July 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 : 2941
Unique Edges : 1790
Edges With Duplicates : 10007
Total Edges : 11797
Number of Edge Types : 5
Retweet : 3167
MentionsInRetweet : 3357
Tweet : 4443
Mentions : 801
Replies to : 29
Self-Loops : 4653
Reciprocated Vertex Pair Ratio : 0.014018691588785
Reciprocated Edge Ratio : 0.0276497695852535
Connected Components : 1255
Single-Vertex Connected Components : 987
Maximum Vertices in a Connected Component : 1258
Maximum Edges in a Connected Component : 9049
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.107388
Graph Density : 0.000276064182898593
Modularity : 0.247051
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,941 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, 04 July 2022 at 00:29 UTC.
The requested start date was Monday, 04 July 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, 20-minute period from Friday, 01 July 2022 at 13:31 UTC to Sunday, 03 July 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:
[729] #affiliatemarketing,#deal [707] #affiliate,#affiliatemarketing [706] #blogger,#business [704] #discount,#gifts [666] #gifts,#marketing [609] #marketing,#shopping [474] digital,marketing [474] #shopping,#socialmedia [471] #socialmedia,#travel [470] #twitter,#digitalmarketing Top Word Pairs in Tweet in G1:
[174] digital,marketing [87] social,media [85] #digitalmarketing,#marketing [85] #marketing,#digitalmarketing [52] #digitalmarketing,#digitalmarketingagency [51] #socialmediamarketing,#digitalmarketing [50] #socialmediamarketing,#socialmedia [45] #digitalmarketing,#socialmediamarketing [45] #socialmedia,#digitalmarketing [44] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[110] #digitalmarketing,#marketing [86] #marketing,#seo [59] #seo,#digitalmarketing [38] social,media [36] digital,marketing [36] seroundtable,#seo [35] sejournal,#digitalmarketing [26] google,#digitalmarketing [26] #digitalmarketing,#google [26] #domainsforsale,#domainname Top Word Pairs in Tweet in G3:
[659] #affiliatemarketing,#deal [639] #blogger,#business [638] #affiliate,#affiliatemarketing [636] #discount,#gifts [608] #gifts,#marketing [567] #marketing,#shopping [474] #shopping,#socialmedia [471] #socialmedia,#travel [461] #twitter,#digitalmarketing [439] #travel,#twitter Top Word Pairs in Tweet in G4:
[65] #marketing,#digitalmarketing [60] digital,marketing [41] #socialmedia,#digitalmarketing [40] #digitalmarketing,#businessgrowth [39] social,media [39] #businessgrowth,#smallbusiness [39] #smallbusiness,#growthhacking [39] #growthhacking,#entrepreneur [30] #digitalhealth,#socialmedia [30] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G5:
[364] sign,free [208] free,middleman [187] #machinelearning,#python [186] #job,sign [178] #hiring,sign [169] #artificialintelligence,#machinelearning [158] #innoavtion,#vr [158] #vr,#ar [158] #ar,#digitalmarketing [156] free,middlemen Top Word Pairs in Tweet in G6:
[29] #affiliatemarketing,#deal [28] #affiliate,#affiliatemarketing [28] #discount,#gifts [27] #blogger,#business [27] presentation,template [27] #digitalmarketing,#bigdata [26] bmurphypointman,#affiliate [25] #marketing,#inspiration [25] #inspiration,#instagram [25] #instagram,#socialmedia Top Word Pairs in Tweet in G7:
[59] #,ondeckeo [37] digital,marketing [33] #socialmedia,#digitalmarketing [33] #digitalmarketing,# [31] #digitalmarketing,video [28] #digitalmarketing,#ondeckeo [20] ondeckeo,#digitalmarketing [18] lead,generation [16] #ondeckeo,#digitalmarketing [13] #marketingsuccess,video Top Word Pairs in Tweet in G8:
[25] #digitalmarketing,#digital [23] #digital,#marketing [14] #digitalmarketing,#marketing [12] #marketing,#socialmediamarketing [11] #socialmediamarketing,#socialmedia [9] #marketing,#digitalmarketing [9] #socialmedia,#business [8] dün,gece [8] gece,böyle [8] böyle,güzel Top Word Pairs in Tweet in G9:
[44] #spectacular,#turnaround [44] #turnaround,#investment [44] #investment,#climate [44] #climate,under [44] under,#modi [44] #modi,#govt [44] #govt,#8yearsofseva [44] #8yearsofseva,#steady [44] #steady,#effort [44] #effort,made Top Word Pairs in Tweet in G10:
[39] #webdesign,#website [35] #digitalmarketing,#marketing [35] #marketing,#marketingtwitter [33] #marketingtwitter,#marketingtips [31] #webdevelopment,#marketing [27] #wordpress,#webdesign [23] need,started [23] started,wordpress [23] wordpress,#wordpress [23] #website,#seo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: