The graph represents a network of 4,890 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 Saturday, 21 November 2020 at 11:07 UTC.
The requested start date was Friday, 20 November 2020 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 7-day, 9-hour, 18-minute period from Thursday, 12 November 2020 at 15:42 UTC to Friday, 20 November 2020 at 01:01 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 : 4890
Unique Edges : 3338
Edges With Duplicates : 7232
Total Edges : 10570
Number of Edge Types : 5
Tweet : 4523
Retweet : 1975
MentionsInRetweet : 2198
Replies to : 701
Mentions : 1173
Self-Loops : 4849
Reciprocated Vertex Pair Ratio : 0.0270718232044199
Reciprocated Edge Ratio : 0.0527165142549758
Connected Components : 1912
Single-Vertex Connected Components : 1211
Maximum Vertices in a Connected Component : 688
Maximum Edges in a Connected Component : 3399
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.512155
Graph Density : 0.00015551793789405
Modularity : 0.41236
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,890 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 Saturday, 21 November 2020 at 11:07 UTC.
The requested start date was Friday, 20 November 2020 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 7-day, 9-hour, 18-minute period from Thursday, 12 November 2020 at 15:42 UTC to Friday, 20 November 2020 at 01:01 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:
[1495] #algebra,#calculus [1429] #math,#algebra [1428] #calculus,#statistics [1254] #essay,due [1236] #business,law [1215] law,#math [1151] #statistics,#biology [1131] #biology,#nursing [1091] #research,paper [1058] #nursing,#essay Top Word Pairs in Tweet in G1:
[482] #algebra,#calculus [460] #calculus,#statistics [458] #math,#algebra [373] #statistics,#biology [372] #business,law [370] #biology,#nursing [368] #essay,due [368] law,#math [359] #research,paper [309] due,#assignment Top Word Pairs in Tweet in G2:
[675] #algebra,#calculus [649] #math,#algebra [626] #calculus,#statistics [593] #essay,due [559] #business,law [546] law,#math [498] due,#assignment [490] #statistics,#biology [487] #biology,#nursing [485] #nursing,#essay Top Word Pairs in Tweet in G3:
[212] #algebra,#calculus [208] #calculus,#statistics [202] #math,#algebra [198] #statistics,#biology [188] #business,law [188] law,#math [188] #biology,#nursing [180] #essay,due [179] kindly,dm [173] #nursing,#essay Top Word Pairs in Tweet in G4:
[147] lead,generation [144] digital,marketer [144] web,research [142] hi,professional [142] professional,digital [142] marketer,lead [142] generation,specialist [142] specialist,interested [142] interested,b2b [142] b2b,lead Top Word Pairs in Tweet in G5:
[101] welcome,aboard [101] aboard,cryptostarship [101] cryptostarship,mastermind [101] mastermind,10x [101] 10x,gem [101] gem,research [101] research,crypto [101] crypto,fam [101] fam,marketing [101] marketing,last Top Word Pairs in Tweet in G6:
[87] check,service [87] service,fiverr [87] fiverr,definitely [86] definitely,quality [86] quality,prices [85] prices,services [85] services,click [85] click,watch [85] watch,gt [77] gt,gt Top Word Pairs in Tweet in G7:
[27] top,#content [27] #content,marketing [27] marketing,influencers [27] influencers,twitter [27] twitter,2020 [27] 2020,nealschaffer [27] nealschaffer,benkamaudigital [27] benkamaudigital,mikeschiemer [27] mikeschiemer,jeffbullas [26] semrush,top Top Word Pairs in Tweet in G8:
[28] state,future [28] future,b2b [21] 2020,research [21] b2b,#influencermarketing [18] current,state [18] b2b,influencer [17] audience,research [16] research,report [14] complete,guide [14] guide,audience Top Word Pairs in Tweet in G9:
[75] brand,rankings [75] rankings,actually [75] actually,research [75] research,done [75] done,consumers [75] consumers,designed [75] designed,marketing [75] marketing,managers [75] managers,determine [74] moonbinmemes126,brand Top Word Pairs in Tweet in G10:
[40] #algebra,#calculus [37] #research,paper [34] #calculus,#statistics [33] #math,#algebra [27] #statistics,#biology [26] research,paper [24] #online,class [23] #business,law [23] #assignment,#online [22] law,#math Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: