The graph represents a network of 5,755 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, 21 January 2022 at 10:50 UTC.
The requested start date was Friday, 21 January 2022 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 9-day, 5-hour, 44-minute period from Tuesday, 11 January 2022 at 13:01 UTC to Thursday, 20 January 2022 at 18:45 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 : 5755
Unique Edges : 3868
Edges With Duplicates : 8358
Total Edges : 12226
Number of Edge Types : 5
Retweet : 3069
MentionsInRetweet : 3610
Mentions : 1435
Tweet : 3453
Replies to : 659
Self-Loops : 3733
Reciprocated Vertex Pair Ratio : 0.0200626959247649
Reciprocated Edge Ratio : 0.0393362015980332
Connected Components : 2014
Single-Vertex Connected Components : 1154
Maximum Vertices in a Connected Component : 891
Maximum Edges in a Connected Component : 4525
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.441815
Graph Density : 0.000147398689447178
Modularity : 0.446111
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,755 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, 21 January 2022 at 10:50 UTC.
The requested start date was Friday, 21 January 2022 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 9-day, 5-hour, 44-minute period from Tuesday, 11 January 2022 at 13:01 UTC to Thursday, 20 January 2022 at 18:45 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:
[725] research,paper [599] essay,due [516] marketing,research [394] case,study [300] online,class [289] due,statistics [287] management,marketing [284] #calculus,#statistics [284] academic,assignments [283] assignments,due Top Word Pairs in Tweet in G1:
[386] essay,due [365] research,paper [249] marketing,research [209] case,study [202] thesis,calculus [176] due,assignment [160] online,class [159] due,marketing [151] research,papers [128] paper,pay Top Word Pairs in Tweet in G2:
[227] #calculus,#statistics [220] find,research [220] research,top [220] top,instagram [220] instagram,influencers [218] research,paper [209] #business,law [205] #algebra,#calculus [191] #datascience,#python [187] #math,#algebra Top Word Pairs in Tweet in G3:
[62] #business,law [54] #calculus,#statistics [51] #essay,due [48] psychological,principles [47] #online,class [43] law,#math [42] #biology,#nursing [42] #research,paper [41] #algebra,#calculus [41] #cro,#marketing Top Word Pairs in Tweet in G4:
[157] ibc,group [150] one,reputable [145] reputable,firms [145] firms,extensive [128] group,one [124] tankbattleco,ibc [123] between,tankbattleco [120] partnership,between [118] congratulations,partnership [116] luuphulam,congratulations Top Word Pairs in Tweet in G5:
[120] greenchart,hit [120] hit,last [120] last,ath [120] ath,much [120] much,more [120] more,marketing [120] marketing,come [120] come,180 [120] 180,arcticle [120] arcticle,green Top Word Pairs in Tweet in G6:
[56] metis,checked [56] checked,boxes [56] boxes,strong [56] strong,utility [56] utility,ease [56] ease,use [56] use,marketing [56] marketing,community [56] community,strong [56] strong,value Top Word Pairs in Tweet in G7:
[81] accelerate,marketing [80] decided,allocate [80] allocate,150 [80] 150,000 [80] 000,accelerate [80] marketing,money [80] money,used [80] used,paid [80] paid,advertising [80] advertising,campaigns Top Word Pairs in Tweet in G8:
[14] marketing,trends [14] measure,#content [14] #content,serving [14] serving,#contentmarketing [14] #contentmarketing,strategy [14] strategy,#business [14] #business,approach [13] starting,grant [13] tanyasinha_,measure [12] content,influences Top Word Pairs in Tweet in G9:
[7] ads,related [7] related,periods [7] periods,menopause [7] menopause,fertility [7] fertility,rejected [7] rejected,platform [7] platform,according [7] according,companies [7] companies,surveyed [6] released,report Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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