The graph represents a network of 6,331 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, 12 August 2022 at 10:01 UTC.
The requested start date was Friday, 12 August 2022 at 00:01 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 10-day, 17-hour, 31-minute period from Monday, 01 August 2022 at 01:15 UTC to Thursday, 11 August 2022 at 18:46 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 : 6331
Unique Edges : 3796
Edges With Duplicates : 7971
Total Edges : 11767
Number of Edge Types : 5
Retweet : 2871
MentionsInRetweet : 3155
Tweet : 3694
Replies to : 600
Mentions : 1447
Self-Loops : 4002
Reciprocated Vertex Pair Ratio : 0.0217060994139353
Reciprocated Edge Ratio : 0.0424899086466964
Connected Components : 2377
Single-Vertex Connected Components : 1439
Maximum Vertices in a Connected Component : 862
Maximum Edges in a Connected Component : 2653
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.72117
Graph Density : 0.000117454098204801
Modularity : 0.467602
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 6,331 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, 12 August 2022 at 10:01 UTC.
The requested start date was Friday, 12 August 2022 at 00:01 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 10-day, 17-hour, 31-minute period from Monday, 01 August 2022 at 01:15 UTC to Thursday, 11 August 2022 at 18:46 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:
[784] online,class [711] research,paper [580] essay,due [465] marketing,research [439] algebra,calculus [429] class,research [414] nursing,essay [404] due,assignment [402] stop,doing [395] assignment,online Top Word Pairs in Tweet in G1:
[441] research,paper [434] online,class [352] essay,due [301] algebra,calculus [291] class,research [282] due,assignment [275] assignment,online [264] nursing,essay [251] #essay,due [234] #online,class Top Word Pairs in Tweet in G2:
[402] stop,doing [201] stop,lazy [201] lazy,engaging [201] engaging,space [201] space,stop [201] doing,stop [201] doing,inner [200] 00point1,please [173] please,readðÿš [173] readðÿš,µ Top Word Pairs in Tweet in G3:
[111] scammed,paid [111] paid,#vpn [111] #vpn,stop [111] stop,hackers [111] hackers,identity [111] identity,theft [111] theft,big [111] big,tech [111] tech,tracking [111] tracking,etc Top Word Pairs in Tweet in G4:
[101] hello,everyone [101] everyone,need [101] need,funds [101] funds,lang [101] lang,po [101] po,buy [101] buy,mom [101] mom,gift [101] gift,kaya [101] kaya,selling Top Word Pairs in Tweet in G6:
[18] crowdfunding,tip [18] tip,#2356 [18] #2356,incentive [18] incentive,pledge [18] pledge,program [18] program,cover [18] cover,expenses [18] expenses,including [18] including,limited [16] limited,manufacturing Top Word Pairs in Tweet in G7:
[20] hiring,influencer [20] influencer,marketing [20] marketing,coordinator [20] coordinator,marketing [20] marketing,research [20] research,insights [20] insights,manager [20] manager,marketing [20] marketing,communications [19] scottytidwell,hiring Top Word Pairs in Tweet in G8:
[56] #marketresearch,#marketing [51] please,assist [51] assist,mba [51] mba,research [51] research,completing [51] completing,short [51] short,7min [51] 7min,experimental [51] experimental,survey [50] kundi_7,please Top Word Pairs in Tweet in G9:
[39] #research,#marketing [28] #marketing,#management [27] stucked,assignment [27] assignment,business [27] business,law [27] law,algebra [27] algebra,#biology [27] #biology,nursing [27] nursing,essays [27] essays,online Top Word Pairs in Tweet in G10:
[30] influencer,marketing [23] b2b,influencer [22] research,report [11] 86,b2b [11] b2b,brands [10] 2022,b2b [9] marketing,research [9] brands,find [9] find,success [9] report,state Top Replied-To in Entire Graph:
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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 G10: