The graph represents a network of 3,750 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, 31 May 2020 at 11:27 UTC.
The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 27-minute period from Friday, 29 May 2020 at 17:45 UTC to Saturday, 30 May 2020 at 21:12 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 : 3750
Unique Edges : 2658
Edges With Duplicates : 6228
Total Edges : 8886
Number of Edge Types : 5
Retweet : 2171
MentionsInRetweet : 2513
Tweet : 2939
Mentions : 1225
Replies to : 38
Self-Loops : 3114
Reciprocated Vertex Pair Ratio : 0.024340075419952
Reciprocated Edge Ratio : 0.0475234270414993
Connected Components : 1597
Single-Vertex Connected Components : 1093
Maximum Vertices in a Connected Component : 1162
Maximum Edges in a Connected Component : 5012
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.451747
Graph Density : 0.000212536676447053
Modularity : 0.392369
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,750 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, 31 May 2020 at 11:27 UTC.
The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 27-minute period from Friday, 29 May 2020 at 17:45 UTC to Saturday, 30 May 2020 at 21:12 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 G2:
[72] #ff,#followfriday [40] #followfriday,#digital [39] #digital,friends [37] friends,great [34] great,made [32] made,chewing [30] chewing,gum [28] gum,#smartcities [26] #smartcities,streets [23] streets,ty Top Word Pairs in Tweet in G3:
[27] #artificialintelligence,#machinelearning [27] #ai,#artificialintelligence [27] coursera,#excel [26] #excel,skills [26] skills,#business [26] #business,review [26] review,#ai [26] #node,#nodejs [26] #nodejs,#javascript [26] #javascript,#npm Top Word Pairs in Tweet in G4:
[115] commerce,#marketing [107] #zirigozagroup,#e [82] #e,commerce [82] #marketing,#enkil [82] #enkil,#8020 [82] #marketing,#seo [82] #contentmarketing,#socialmedia [82] #socialmedia,#seo [82] #visualcontenting,#contentmarketing [82] #digitalmarketing,#marketing Top Word Pairs in Tweet in G5:
[72] social,media [72] #marketing,#technews [71] #tech,#marketing [71] #socialmedia,#marketing [70] #marketingsolved,#digitalmarketing [66] #marketing,#socialmediamarketing [51] #socialmedia,#socialmediamarketing [51] #marketing,#onlinemarketing [50] #socialmediamarketing,#marketing [46] #contentmarketing,#marketing Top Word Pairs in Tweet in G6:
[23] content,marketing [19] video,marketing [18] #marketing,#videomarketing [13] small,business [13] #digitalmarketing,#marketing [12] cmswire,#marketing [11] #marketing,#cx [11] covid,19 [10] bit,ly [9] #seo,#digitalmarketing Top Word Pairs in Tweet in G7:
[6] affiliate,marketing [5] #marketing,#business [5] #leadership,#startup [5] help,business [4] #marketing,#prodmgmt [4] fabriziobustama,10 [4] 10,ways [4] ways,crank [4] crank,ecommerce [3] ecommerce,site Top Word Pairs in Tweet in G8:
[7] #marketing,#twittersmarter [7] #twittersmarter,featuring [5] dlaignite,#socialselling [5] #socialselling,#digitalselling [5] #socialmedia,#marketing [4] audience,responds [4] responds,analytics [4] analytics,crucial [4] crucial,successful [4] successful,community Top Word Pairs in Tweet in G9:
[4] #marketing,#socialmedia [4] #webinar,#podcast [3] #podcast,prefer [3] prefer,interaction [3] interaction,businesses [2] businesses,share [2] share,learn [2] learn,online [2] #socialmedia,#marketingdigital [2] address,covid Top Word Pairs in Tweet in G10:
[5] #startups,#startup [4] #startup,#bigdata [4] template,#startups [4] #seo,#digitalart [4] #marketing,#stayhome [4] presentation,template [4] powerpoint,presentation [4] #socialmediamarketing,#seo [4] #digital,#marketing [4] #bigdata,#staysafestayhealthy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: