The graph represents a network of 4,654 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, 16 October 2020 at 09:26 UTC.
The requested start date was Friday, 16 October 2020 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 6-day, 20-hour, 44-minute period from Friday, 09 October 2020 at 02:52 UTC to Thursday, 15 October 2020 at 23:37 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 : 4654
Unique Edges : 3051
Edges With Duplicates : 7553
Total Edges : 10604
Number of Edge Types : 5
Retweet : 2305
MentionsInRetweet : 2182
Tweet : 4331
Replies to : 588
Mentions : 1198
Self-Loops : 4854
Reciprocated Vertex Pair Ratio : 0.0253344719612866
Reciprocated Edge Ratio : 0.0494169905607996
Connected Components : 1778
Single-Vertex Connected Components : 1142
Maximum Vertices in a Connected Component : 993
Maximum Edges in a Connected Component : 4502
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.059772
Graph Density : 0.000166335243002306
Modularity : 0.397345
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,654 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, 16 October 2020 at 09:26 UTC.
The requested start date was Friday, 16 October 2020 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 6-day, 20-hour, 44-minute period from Friday, 09 October 2020 at 02:52 UTC to Thursday, 15 October 2020 at 23:37 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:
[1660] #algebra,#calculus [1599] #math,#algebra [1599] #calculus,#statistics [1458] #essay,due [1451] #research,paper [1427] #biology,#nursing [1397] due,#assignment [1372] #business,law [1312] #nursing,#essay [1298] #assignment,#online Top Word Pairs in Tweet in G1:
[366] #algebra,#calculus [361] #research,paper [360] #calculus,#statistics [358] #math,#algebra [322] due,#assignment [314] #essay,due [313] #biology,#nursing [305] #business,law [305] #statistics,#biology [294] #assignment,#online Top Word Pairs in Tweet in G2:
[1127] #algebra,#calculus [1082] #calculus,#statistics [1077] #math,#algebra [1008] #essay,due [970] #biology,#nursing [930] due,#assignment [929] #business,law [925] #nursing,#essay [921] #research,paper [858] #statistics,#biology Top Word Pairs in Tweet in G3:
[72] skills,required [72] required,#contentmarketing [72] #contentmarketing,industry [72] industry,2020 [71] 2020,marketing [71] marketing,social [71] social,media [71] media,strategy [69] semrush,skills [61] strategy,ˆ Top Word Pairs in Tweet in G4:
[70] building,marketing [70] marketing,plan [70] plan,without [70] without,doing [70] doing,customer [70] customer,research [69] katebour,building [69] research,first [69] first,drawing [69] drawing,eyes Top Word Pairs in Tweet in G5:
[45] need,assistance [45] assistance,pending [45] pending,school [45] school,essays [44] essays,assignments [44] assignments,dm [43] dm,help [43] help,social [42] social,work [42] research,paper Top Word Pairs in Tweet in G6:
[29] content,marketing [18] b2b,content [14] cmicontent,#contentmarketing [14] 2021,b2b [13] research,#b2b [13] marketing,research [12] #b2b,marketers [12] marketers,doing [12] doing,plan [12] plan,content Top Word Pairs in Tweet in G7:
[4] check,gigâ [4] gigâ,co [4] co,pz0thcassb [4] pz0thcassb,#leadgenerationtips [4] #leadgenerationtips,#emaillist [4] #emaillist,#email_marketing [4] #email_marketing,#web_research [4] #web_research,#linkedin [4] #linkedin,#zoominfo [4] #zoominfo,#fiverr Top Word Pairs in Tweet in G8:
[62] marketing,research [62] research,suggests [62] suggests,platitudes [62] platitudes,effective [62] effective,way [62] way,increase [62] increase,profit [62] profit,margins [62] margins,marginalized [62] marginalized,people Top Word Pairs in Tweet in G9:
[85] #algebra,#calculus [80] #math,#algebra [80] #calculus,#statistics [77] #assignment,#online [72] due,#assignment [70] #research,paper [69] #essay,due [65] #biology,#nursing [58] #statistics,#biology [57] paper,#dissertation Top Word Pairs in Tweet in G10:
[10] machine,learning [6] paper,co [5] co,led [5] led,daivanielsen [5] daivanielsen,available [5] available,research [5] research,leverages [5] leverages,behavioral [5] behavioral,marketing [5] ai,becoming Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: