The graph represents a network of 5,713 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 January 2021 at 12:19 UTC.
The requested start date was Sunday, 17 January 2021 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 2-day, 2-hour, 28-minute period from Thursday, 14 January 2021 at 19:09 UTC to Saturday, 16 January 2021 at 21:38 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 : 5713
Unique Edges : 4058
Edges With Duplicates : 8371
Total Edges : 12429
Number of Edge Types : 5
Retweet : 2675
MentionsInRetweet : 3156
Tweet : 4431
Mentions : 2055
Replies to : 112
Self-Loops : 4732
Reciprocated Vertex Pair Ratio : 0.0334659489819799
Reciprocated Edge Ratio : 0.0647644927536232
Connected Components : 2403
Single-Vertex Connected Components : 1660
Maximum Vertices in a Connected Component : 1771
Maximum Edges in a Connected Component : 6412
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.463563
Graph Density : 0.000135324565674336
Modularity : 0.419902
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,713 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 January 2021 at 12:19 UTC.
The requested start date was Sunday, 17 January 2021 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 2-day, 2-hour, 28-minute period from Thursday, 14 January 2021 at 19:09 UTC to Saturday, 16 January 2021 at 21:38 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 : #marketing
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:
[310] #algebra,#calculus [306] #calculus,#statistics [301] #math,#algebra [298] #essay,due [282] #research,paper [256] #nursing,#essay [251] #marketing,#physics [247] due,#assignment [247] #project,#marketing [241] social,media Top Word Pairs in Tweet in G1:
[191] #research,paper [188] #algebra,#calculus [187] #calculus,#statistics [184] #essay,due [181] #math,#algebra [171] #marketing,#physics [164] #project,#marketing [157] paper,#dissertation [147] #nursing,#essay [142] #dissertation,#project Top Word Pairs in Tweet in G2:
[51] domainfq,domain [44] #cybersecurity,#marketing [38] #startups,#smallbusiness [38] #smallbusiness,#entrepreneurs [38] #entrepreneurs,ravikikan [38] ravikikan,#startup [38] #startup,#cybersecurity [37] sale,buy [37] buy,low [37] low,price Top Word Pairs in Tweet in G3:
[113] #digitalmarketing,#bigdata [56] #bigdata,#startup [54] presentation,template [49] youtube,#digitalmarketing [48] template,#digitalmarketing [46] #marketing,#seo [45] powerpoint,presentation [40] free,web [40] web,proxy [40] #bigdata,#startups Top Word Pairs in Tweet in G4:
[36] #digitalmarketing,#marketing [26] social,media [24] #marketing,#technews [21] #marketing,#seo [18] #smallbiz,#marketing [17] #algebra,#calculus [16] #marketing,#contentmarketing [15] #tech,#marketing [14] #socialmedia,#marketing [14] #marketing,#digitalmarketing Top Word Pairs in Tweet in G5:
[24] #marketing,#contentmarketing [22] #contentmarketing,#inboundmarketing [22] #inboundmarketing,#blog [22] #blog,#mktg [21] #mktg,#socialmedia [20] #socialmedia,#socialmediamarketing [20] #socialmediamarketing,#smm [20] #smm,#growthhacking [20] #growthhacking,#website [19] vilnis11,#marketing Top Word Pairs in Tweet in G6:
[27] #digital,#marketing [26] passle,timothy_hughes [25] #digitalmarketing,#digital [21] inauthentic,brands [21] brands,fail [21] fail,consumers [17] timothy_hughes,dlaignite [16] digital,marketing [16] dlaignite,#socialselling [15] #marketing,#digitalmarketing Top Word Pairs in Tweet in G7:
[12] #sales,#marketing [10] read,article [10] article,learn [10] learn,ways [10] ways,use [10] use,end [10] end,year [10] year,#sales [10] #marketing,budget [10] budget,learn Top Word Pairs in Tweet in G8:
[27] grandes,momentos [27] momentos,quedan [27] quedan,inolvidables [27] inolvidables,recuerdos [27] recuerdos,recuerdos [27] 2020,cuento [22] queridasfashion,grandes [19] recuerdos,octubre [19] octubre,2020 [17] cuento,#insta Top Word Pairs in Tweet in G9:
[31] #marketing,video [15] #marketing,news [15] #marketing,#socialmedia [14] #advertising,newswire [12] facebook,ads [12] #linkedinmarketing,#marketing [10] #sales,#marketing [9] #marketing,#business [9] #socialmedia,#advertising [9] #advertising,#influencermarketing Top Word Pairs in Tweet in G10:
[5] hubspot,#marketing [5] #marketing,#tips [4] thinking,funny [4] mrstrongarm,#marketing [3] #martech,#marketo [3] multi,channel [3] #martechpulse,#martech [3] #marketing,#branding [2] #business,grows [2] grows,#hr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: