The graph represents a network of 4,783 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, 20 November 2020 at 11:10 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 8-day, 1-hour, 39-minute period from Wednesday, 11 November 2020 at 23:22 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 : 4783
Unique Edges : 3209
Edges With Duplicates : 7306
Total Edges : 10515
Number of Edge Types : 5
Tweet : 4572
Retweet : 2001
Replies to : 631
Mentions : 1078
MentionsInRetweet : 2233
Self-Loops : 4896
Reciprocated Vertex Pair Ratio : 0.0225199543899658
Reciprocated Edge Ratio : 0.0440479509339281
Connected Components : 1936
Single-Vertex Connected Components : 1231
Maximum Vertices in a Connected Component : 742
Maximum Edges in a Connected Component : 3721
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.412749
Graph Density : 0.000156827212787377
Modularity : 0.406087
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,783 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, 20 November 2020 at 11:10 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 8-day, 1-hour, 39-minute period from Wednesday, 11 November 2020 at 23:22 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:
[1526] #algebra,#calculus [1440] #calculus,#statistics [1428] #math,#algebra [1249] #essay,due [1191] #business,law [1185] law,#math [1116] #statistics,#biology [1100] #biology,#nursing [1041] #nursing,#essay [1014] #research,paper Top Word Pairs in Tweet in G1:
[480] #algebra,#calculus [463] #calculus,#statistics [447] #math,#algebra [405] #essay,due [358] law,#math [349] #business,law [348] #research,paper [342] #nursing,#essay [342] #statistics,#biology [342] #biology,#nursing Top Word Pairs in Tweet in G2:
[906] #algebra,#calculus [853] #math,#algebra [853] #calculus,#statistics [749] #essay,due [741] #business,law [726] law,#math [673] #statistics,#biology [656] #biology,#nursing [623] #nursing,#essay [583] due,#assignment Top Word Pairs in Tweet in G3:
[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 G4:
[76] check,service [76] service,fiverr [76] fiverr,definitely [76] definitely,quality [76] quality,prices [75] prices,services [75] services,click [75] click,watch [75] watch,gt [68] gt,gt Top Word Pairs in Tweet in G5:
[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 G6:
[22] top,#content [22] #content,marketing [22] marketing,influencers [22] influencers,twitter [22] twitter,2020 [22] 2020,nealschaffer [22] nealschaffer,benkamaudigital [22] benkamaudigital,mikeschiemer [22] mikeschiemer,jeffbullas [21] semrush,top Top Word Pairs in Tweet in G7:
[30] read,more [26] content,marketing [15] marketing,research [15] digital,marketing [11] wouldn,great [11] great,read [11] read,minds [11] minds,audience [11] audience,professor [11] professor,xavier Top Word Pairs in Tweet in G8:
[34] #algebra,#calculus [32] #calculus,#statistics [30] #research,paper [27] #math,#algebra [26] #statistics,#biology [21] #business,law [21] law,#math [21] #essay,due [19] #online,class [19] #marketing,#physics Top Word Pairs in Tweet in G9:
[21] state,future [21] future,b2b [21] b2b,#influencermarketing [16] audience,research [16] research,report [14] 2020,research [13] complete,guide [13] guide,audience [13] b2b,influencer [12] research,segmentation Top Word Pairs in Tweet in G10:
[6] marketing,automation [5] companies,listed [4] great,report [4] report,salesforce [4] salesforce,marketing [4] marketing,trends [4] trends,2021 [4] 2021,lots [4] lots,insights [4] insights,nearly Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G5:
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: