The graph represents a network of 4,642 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, 22 November 2019 at 10:19 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 18-hour, 4-minute period from Thursday, 14 November 2019 at 23:32 UTC to Thursday, 21 November 2019 at 17:37 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 : 4642
Unique Edges : 4786
Edges With Duplicates : 1853
Total Edges : 6639
Number of Edge Types : 3
Mentions : 3908
Replies to : 309
Tweet : 2422
Self-Loops : 2422
Reciprocated Vertex Pair Ratio : 0.0317289593976876
Reciprocated Edge Ratio : 0.0615063851967683
Connected Components : 1756
Single-Vertex Connected Components : 1065
Maximum Vertices in a Connected Component : 620
Maximum Edges in a Connected Component : 1677
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.241476
Graph Density : 0.000178104582899676
Modularity : 0.64916
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,642 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, 22 November 2019 at 10:19 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 18-hour, 4-minute period from Thursday, 14 November 2019 at 23:32 UTC to Thursday, 21 November 2019 at 17:37 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[714] marketing,research [308] keyword,research [306] #pay,homework [304] homework,#pay [303] essay,#pay [300] #pay,assignment [300] assignment,#pay [293] #pay,someone [284] research,paper [280] #pay,math Top Word Pairs in Tweet in G1:
[198] marketing,research [174] essay,#pay [174] #pay,assignment [174] assignment,#pay [174] #pay,homework [172] homework,#pay [162] #pay,someone [157] #pay,essay [154] #pay,math [150] math,#pay Top Word Pairs in Tweet in G2:
[56] content,marketing [35] target,audience [34] keyword,research [33] audience,research [33] steps,#success [33] #success,research [33] plan,strategy [33] strategy,site [33] site,site [31] 8,steps Top Word Pairs in Tweet in G3:
[148] 1b,revenue [148] revenue,servicenow [148] servicenow,atlassian [148] atlassian,spent [148] spent,70 [148] 70,revenue [148] revenue,sales [148] sales,marketing [148] marketing,research [148] research,development Top Word Pairs in Tweet in G4:
[91] gt,gt [58] market,2019 [37] gt,#strategy [37] #strategy,#competitiveintelligence [37] #competitiveintelligence,#marketing [29] time,send [27] best,time [26] send,email [24] email,research [24] research,backed Top Word Pairs in Tweet in G5:
[69] #wednesdaywisdom,3 [69] 3,reasons [69] reasons,talking [69] talking,communication [69] communication,marketing [69] marketing,research [69] research,needs [68] mmccgroupltd,#wednesdaywisdom Top Word Pairs in Tweet in G6:
[223] pay,write [206] #nursing,paper [146] write,#psychology [144] paper,#biochemistry [143] paper,#business [143] #business,paper [127] paper,#nursing [124] #psychology,paper [100] #research,paper [86] #technology,#biology Top Word Pairs in Tweet in G7:
[22] according,#linkedin [22] #linkedin,research [22] research,creativity [22] creativity,still [22] still,important [22] important,soft [22] soft,skill [22] skill,best [22] best,creatives [22] creatives,more Top Word Pairs in Tweet in G8:
[103] keyword,research [60] best,keyword [60] research,tool [60] tool,seo [60] seo,2019 [33] 2019,#keywordresearchtool [30] #keywordresearchtool,#keywordresearc [27] jacpquueline,best [27] 2019,click [27] click,here Top Word Pairs in Tweet in G9:
[55] big,pharmaceutical [55] pharmaceutical,companies [55] companies,spending [55] spending,far [55] far,more [55] more,marketing [55] marketing,research [54] shaunagee,big Top Word Pairs in Tweet in G10:
[24] marketing,strategies [19] business,roadmap [19] roadmap,marketing [19] strategies,accelerate [19] accelerate,rapid [19] rapid,growth [19] growth,exalt [19] exalt,firm [18] market,research [15] americans,think Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: