The graph represents a network of 4,938 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 Sunday, 21 February 2021 at 11:06 UTC.
The requested start date was Friday, 19 February 2021 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 7-day, 22-hour, 56-minute period from Thursday, 11 February 2021 at 02:03 UTC to Friday, 19 February 2021 at 00:59 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 : 4938
Unique Edges : 3035
Edges With Duplicates : 8167
Total Edges : 11202
Number of Edge Types : 5
Tweet : 4458
Replies to : 523
Mentions : 1533
Retweet : 2321
MentionsInRetweet : 2367
Self-Loops : 4906
Reciprocated Vertex Pair Ratio : 0.0216512702078522
Reciprocated Edge Ratio : 0.0423848544786663
Connected Components : 2035
Single-Vertex Connected Components : 1275
Maximum Vertices in a Connected Component : 606
Maximum Edges in a Connected Component : 3495
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.475153
Graph Density : 0.000145166481219461
Modularity : 0.383576
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,938 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 Sunday, 21 February 2021 at 11:06 UTC.
The requested start date was Friday, 19 February 2021 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 7-day, 22-hour, 56-minute period from Thursday, 11 February 2021 at 02:03 UTC to Friday, 19 February 2021 at 00:59 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:
[1169] #essay,due [967] #algebra,#calculus [917] #calculus,#statistics [889] #math,#algebra [812] #nursing,#essay [788] #research,paper [764] #business,law [686] law,#math [593] #statistics,#biology [572] #biology,#nursing Top Word Pairs in Tweet in G1:
[396] #essay,due [371] #algebra,#calculus [346] #calculus,#statistics [329] #math,#algebra [286] #nursing,#essay [259] #business,law [238] law,#math [222] need,help [214] #statistics,#biology [200] #research,paper Top Word Pairs in Tweet in G2:
[599] #essay,due [485] #research,paper [452] #algebra,#calculus [436] #calculus,#statistics [423] #math,#algebra [411] #nursing,#essay [392] #business,law [351] business,law [348] law,#math [331] computer,science Top Word Pairs in Tweet in G3:
[80] #essay,due [67] #algebra,#calculus [59] #math,#algebra [58] #calculus,#statistics [58] #nursing,#essay [43] #research,paper [42] #biology,#nursing [37] due,#assignment [36] #business,law [33] #statistics,#biology Top Word Pairs in Tweet in G4:
[12] business,one [12] one,important [12] important,pieces [12] pieces,advice [12] advice,ll [12] ll,receive [12] receive,know [12] know,market [12] market,guide [11] guide,business Top Word Pairs in Tweet in G5:
[45] lead,generation [45] generation,affiliate [45] affiliate,marketing [45] marketing,campaign [45] campaign,#freelancing [45] #freelancing,#leadgeneration [45] #leadgeneration,#marketing [45] #marketing,#affiliate [45] cnni,nbcnews [45] nbcnews,cbsnews Top Word Pairs in Tweet in G6:
[124] safe,food [62] learned,keto [62] keto,marketing [62] marketing,keto [62] keto,dieters [62] dieters,use [62] use,phrase [62] phrase,safe [62] food,safe [62] food,concept Top Word Pairs in Tweet in G7:
[56] moment,serious [56] serious,phd [56] phd,research [56] research,influence [56] influence,change [56] change,marketing [56] marketing,game [56] game,living [55] eniioti,moment [55] living,billboard Top Word Pairs in Tweet in G8:
[50] victor,oduor [50] oduor,munuango [50] munuango,nasaka [50] nasaka,job [50] job,man [50] man,specialize [50] specialize,management [50] management,sales [50] sales,marketing [50] marketing,projects Top Word Pairs in Tweet in G9:
[53] love,people [53] people,once [53] once,realkiddwaya [53] realkiddwaya,signed [53] signed,brand [53] brand,everyone [53] everyone,becomes [53] becomes,brand [53] brand,manager [53] manager,marketing Top Word Pairs in Tweet in G10:
[10] content,marketing [7] research,cmicontent [7] b2c,marketers [6] media,marketing [6] half,b2b [6] b2b,b2c [6] marketers,report [6] report,content [6] content,teams [6] teams,one Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: