The graph represents a network of 3,957 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, 10 May 2021 at 23:21 UTC.
The requested start date was Monday, 10 May 2021 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, 5-minute period from Friday, 07 May 2021 at 13:53 UTC to Sunday, 09 May 2021 at 17:58 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 : 3957
Unique Edges : 2812
Edges With Duplicates : 9977
Total Edges : 12789
Number of Edge Types : 5
Tweet : 3610
Retweet : 3794
MentionsInRetweet : 4123
Mentions : 1193
Replies to : 69
Self-Loops : 3843
Reciprocated Vertex Pair Ratio : 0.0130548302872063
Reciprocated Edge Ratio : 0.0257731958762887
Connected Components : 1199
Single-Vertex Connected Components : 942
Maximum Vertices in a Connected Component : 2322
Maximum Edges in a Connected Component : 10491
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.329266
Graph Density : 0.000272647850132095
Modularity : 0.3454
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,957 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, 10 May 2021 at 23:21 UTC.
The requested start date was Monday, 10 May 2021 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, 5-minute period from Friday, 07 May 2021 at 13:53 UTC to Sunday, 09 May 2021 at 17:58 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:
[569] digital,marketing [339] #digitalmarketing,#marketing [311] social,media [306] #marketing,#digitalmarketing [261] #seo,#digitalmarketing [189] gt,gt [175] #socialmedia,#digitalmarketing [158] #socialmediamarketing,#digitalmarketing [150] #digitalmarketing,#digital [143] #digital,#marketing Top Word Pairs in Tweet in G1:
[131] digital,marketing [87] #marketing,#digitalmarketing [71] #digitalmarketing,#marketing [59] #seo,#digitalmarketing [57] social,media [37] #digitalmarketing,#socialmediamarketing [36] #socialmediamarketing,#digitalmarketing [36] mother's,day [35] #digitalmarketing,#socialmedia [34] happy,mother's Top Word Pairs in Tweet in G2:
[79] digital,marketing [54] #digitalmarketing,#marketing [47] read,more [43] check,gig [43] gig,fiverr [43] fiverr,submit [43] submit,guest [41] guest,quality [41] blog,#guestpost [40] #digitalmarketing,#business Top Word Pairs in Tweet in G3:
[88] gt,gt [39] digital,spring [39] spring,cleaning [39] cleaning,#cx [39] #cx,#ai [39] #ai,#python [39] #python,#nocode [39] #nocode,#iot [39] #iot,#cybersecurity [39] #cybersecurity,#datascience Top Word Pairs in Tweet in G4:
[58] digital,marketing [29] social,media [24] #marketing,#marketingdigital [24] #business,#digitalmarketing [24] #digitalmarketing,#branding [22] #marketingdigital,#business [22] #branding,#socialmedia [22] #socialmedia,#entrepreneur [22] #entrepreneur,#instagram [22] #instagram,#advertising Top Word Pairs in Tweet in G5:
[90] #digitalmarketing,#digital [89] #digital,#marketing [75] #digitalhealth,#socialmedia [55] #digitalmarketing,#marketing [47] digital,marketing [46] #affiliatemarketing,check [46] check,website [41] #affiliate,#referral [40] #bitcoin,#dogecoin [36] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G6:
[59] #seo,#digitalmarketing [48] digital,marketing [48] #blogging,#wordpress [48] #wordpress,#seo [38] #socialmedia,#digitalmarketing [30] #socialmediamarketing,#digitalmarketing [25] #simsof,#socialmediamarketing [23] #digitalmarketing,#emailmarketing [23] social,media [21] #emailmarketing,#contentmarketing Top Word Pairs in Tweet in G7:
[61] group,buy [55] month,#seo [49] #digitalmarketing,#marketing [46] #seo,#digitalmarketing [37] digital,marketing [33] euro,month [31] price,10 [31] 10,euro [28] 2021,groupbuyseotool [27] #marketing,#marketingtips Top Word Pairs in Tweet in G8:
[68] gt,gt [57] need,please [57] please,assure [57] assure,order [56] order,fiverr [46] fiverr,#usa [38] #digitalmarketing,#branding [35] #usa,#digitalmarketing [35] #branding,#brand [35] #brand,#dogetothemoon Top Word Pairs in Tweet in G9:
[92] #cryptocurrency,#blockchain [92] #blockchain,#digitalmarketing [92] #digitalmarketing,#africa [91] something,coming [91] coming,way [91] way,hope [91] hope,ready [91] ready,#cryptocurrency [90] cryptobankafric,something [2] benzinga,benzinga Top Word Pairs in Tweet in G10:
[114] price,drop [114] #resort,#airfare [114] #airfare,#deals [112] #deals,compare [110] compare,best [83] actravelservice,price [75] best,prices [49] #marketingtips,#digitalmarketing [43] prices,#shoppingonline [35] #shoppingonline,#vacation 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: