The graph represents a network of 5,371 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 11:06 UTC.
The requested start date was Friday, 15 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 8-day, 9-hour, 43-minute period from Wednesday, 06 January 2021 at 10:51 UTC to Thursday, 14 January 2021 at 20:34 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 : 5371
Unique Edges : 3502
Edges With Duplicates : 7620
Total Edges : 11122
Number of Edge Types : 5
Replies to : 615
Tweet : 4145
Retweet : 2426
MentionsInRetweet : 2721
Mentions : 1215
Self-Loops : 4459
Reciprocated Vertex Pair Ratio : 0.0226377952755906
Reciprocated Edge Ratio : 0.0442733397497594
Connected Components : 2019
Single-Vertex Connected Components : 1299
Maximum Vertices in a Connected Component : 860
Maximum Edges in a Connected Component : 3545
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.676293
Graph Density : 0.000144094067491914
Modularity : 0.439341
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,371 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 11:06 UTC.
The requested start date was Friday, 15 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 8-day, 9-hour, 43-minute period from Wednesday, 06 January 2021 at 10:51 UTC to Thursday, 14 January 2021 at 20:34 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 research
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:
[1386] #algebra,#calculus [1363] #calculus,#statistics [1281] #math,#algebra [1276] #essay,due [1134] #statistics,#biology [1041] #nursing,#essay [1009] #business,law [983] law,#math [976] #biology,#nursing [940] #research,paper Top Word Pairs in Tweet in G1:
[449] #algebra,#calculus [436] #calculus,#statistics [410] #math,#algebra [367] #essay,due [363] #statistics,#biology [342] #business,law [319] #biology,#nursing [318] law,#math [317] #nursing,#essay [315] #research,paper Top Word Pairs in Tweet in G2:
[186] big,pharma [186] pharma,firms [186] marketing,covid [186] vaccines,profit [186] profit,research [186] research,behind [183] jacobinmag,big [104] firms,marketing [104] covid,vaccines [104] behind,impossible Top Word Pairs in Tweet in G3:
[404] #calculus,#statistics [403] #algebra,#calculus [393] #essay,due [371] #statistics,#biology [366] #math,#algebra [318] case,study [313] #biology,#nursing [308] #nursing,#essay [300] #business,law [296] law,#math Top Word Pairs in Tweet in G4:
[88] kindly,dm [88] dm,#business [88] #business,law [88] law,#math [88] #math,#algebra [88] #algebra,#calculus [88] #calculus,#statistics [86] #statistics,#biology [86] #biology,#nursing [83] #nursing,#essay Top Word Pairs in Tweet in G5:
[97] bestlucaseubank,research [97] research,marketing [97] marketing,assistant [96] chakabars,bestlucaseubank Top Word Pairs in Tweet in G6:
[40] content,marketing [39] research,cmicontent [24] demand,gen [24] next,decade [21] marketing,next [20] decade,research [19] gen,content [15] 2021,b2b [15] b2b,content [15] marketing,research Top Word Pairs in Tweet in G7:
[73] community,managers [73] managers,partner [73] partner,influencer [73] influencer,relations [73] relations,product [73] product,managers [73] managers,marketing [73] marketing,team [73] team,hiring [73] hiring,managers Top Word Pairs in Tweet in G8:
[159] #algebra,#calculus [156] #math,#algebra [156] #calculus,#statistics [137] #essay,due [126] #statistics,#biology [113] #nursing,#essay [101] law,#math [96] #business,law [96] due,#assignment [95] #research,paper Top Word Pairs in Tweet in G9:
[38] working,content [38] content,marketing [38] marketing,strategy [38] strategy,2021 [38] 2021,here's [38] here's,keyword [38] keyword,research [38] research,guide [38] guide,looking [37] timsoulo,working Top Word Pairs in Tweet in G10:
[61] research,shows [61] shows,tobacco [61] tobacco,industry [61] industry,marketing [61] marketing,activities [61] activities,play [61] play,key [61] key,role [61] role,leading [61] leading,young Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: