The graph represents a network of 4,443 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, 25 November 2022 at 10:59 UTC.
The requested start date was Friday, 25 November 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 8-day, 8-hour, 53-minute period from Wednesday, 16 November 2022 at 09:46 UTC to Thursday, 24 November 2022 at 18:39 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 : 4443
Unique Edges : 2965
Edges With Duplicates : 5153
Total Edges : 8118
Number of Edge Types : 5
Retweet : 1646
MentionsInRetweet : 1970
Tweet : 3050
Replies to : 480
Mentions : 972
Self-Loops : 3183
Reciprocated Vertex Pair Ratio : 0.0237475601821731
Reciprocated Edge Ratio : 0.0463933905306641
Connected Components : 1890
Single-Vertex Connected Components : 1214
Maximum Vertices in a Connected Component : 545
Maximum Edges in a Connected Component : 1703
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.167242
Graph Density : 0.000159456370821643
Modularity : 0.465737
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,443 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, 25 November 2022 at 10:59 UTC.
The requested start date was Friday, 25 November 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 8-day, 8-hour, 53-minute period from Wednesday, 16 November 2022 at 09:46 UTC to Thursday, 24 November 2022 at 18:39 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:
[825] online,class [669] research,paper [635] essay,due [510] marketing,research [489] business,law [451] law,math [451] algebra,calculus [443] math,algebra [442] due,assignment [429] class,research Top Word Pairs in Tweet in G1:
[647] online,class [557] research,paper [534] essay,due [436] business,law [420] law,math [417] algebra,calculus [412] math,algebra [404] due,assignment [393] assignment,online [393] class,research Top Word Pairs in Tweet in G2:
[163] sugar,coating [163] coating,stuff [163] without,sugar [163] well,thought [163] fall,prey [163] campaigns,research [163] stuff,diamonds [163] marketing,campaigns [163] prey,well [163] diamonds,sham Top Word Pairs in Tweet in G3:
[100] online,class [96] class,homework [91] research,papers [89] marketing,research [82] management,accounting [82] education,marketing [82] papers,essay [82] accounting,education [81] expert,help [79] exam,expert Top Word Pairs in Tweet in G4:
[46] #math,#calculus [38] #pay,essay [38] #nursing,#pay [37] #accounting,#nursing [37] law,music [37] hello,kindly [37] #business,law [37] #calculus,#accounting [37] kindly,hmu [37] hmu,#business Top Word Pairs in Tweet in G5:
[12] marketing,research [3] research,marketing [2] vitalikbuterin,richardheartwin [2] research,development [2] tobiwan_hexobi,hextronaut [2] dineshdsouza,elonmusk [2] use,twitter [2] research,platform [2] content,marketing [2] 0xcoast,vitalikbuterin Top Word Pairs in Tweet in G6:
[73] kindly,checked [73] checked,proper [73] solved,today [73] proper,ways [73] struggling,solved [73] today,kindly [56] #worldcup2022,#jungkookxfifa [56] ways,#worldcup [56] #worldcup,#worldcup2022 [11] #photograph,#instagood Top Word Pairs in Tweet in G7:
[29] heard,sink [29] one,probably [29] report,#web3 [29] #web3,#layer1 [29] read,cointelegraph [29] cointelegraph,report [29] probably,never [29] sink,read [29] never,heard [28] cragorn1,one Top Word Pairs in Tweet in G8:
[27] content,marketing [19] top,content [19] challenges,manufacturing [19] marketing,challenges [18] manufacturing,research [10] b2b,content [10] cmicontent,top [9] palabras,clave [8] herramientas,keyword [8] keyword,research Top Word Pairs in Tweet in G9:
[43] fill,allegedly [43] asked,plans [43] mentioned,brief [43] nexuspad1,mentioned [43] chat,owner [43] brief,chat [43] owner,asked [43] plans,fill [42] gollumsgems,nexuspad1 [42] allegedly,hav 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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