The graph represents a network of 5,561 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, 24 June 2022 at 10:02 UTC.
The requested start date was Friday, 24 June 2022 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 9-day, 8-hour, 53-minute period from Tuesday, 14 June 2022 at 09:53 UTC to Thursday, 23 June 2022 at 18:47 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 : 5561
Unique Edges : 3368
Edges With Duplicates : 7817
Total Edges : 11185
Number of Edge Types : 5
Tweet : 4122
Retweet : 2609
MentionsInRetweet : 2640
Mentions : 1227
Replies to : 587
Self-Loops : 4544
Reciprocated Vertex Pair Ratio : 0.0189315352697095
Reciprocated Edge Ratio : 0.0371595825909901
Connected Components : 2192
Single-Vertex Connected Components : 1330
Maximum Vertices in a Connected Component : 463
Maximum Edges in a Connected Component : 2894
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.54493
Graph Density : 0.000127073309882933
Modularity : 0.419714
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,561 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, 24 June 2022 at 10:02 UTC.
The requested start date was Friday, 24 June 2022 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 9-day, 8-hour, 53-minute period from Tuesday, 14 June 2022 at 09:53 UTC to Thursday, 23 June 2022 at 18:47 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:
[1190] marketing,research [1086] research,paper [1039] essay,due [666] maths,marketing [647] due,math [641] feeling,stuck [637] stuck,assignment [627] math,maths [620] class,kicking [620] kicking,ass Top Word Pairs in Tweet in G1:
[507] marketing,research [496] research,paper [482] essay,due [327] feeling,stuck [327] stuck,assignment [325] due,math [322] maths,marketing [307] math,maths [294] pay,feeling [293] class,kicking Top Word Pairs in Tweet in G2:
[135] influencer,marketing [135] marketing,market [135] market,projected [135] projected,touch [135] touch,85 [135] 85,billion [135] billion,2025 [135] 2025,grow [135] grow,cagr [135] cagr,report Top Word Pairs in Tweet in G3:
[105] hey,shib [105] shib,family [105] family,share [105] share,doing [105] doing,marketing [105] marketing,research [105] research,over [105] over,20 [105] 20,years [105] years,shibarium Top Word Pairs in Tweet in G4:
[333] kindly,dm [327] dm,assignments [263] #research,paper [210] #equality,#diversity [210] #diversity,#inclusion [207] services,project [194] management,research [192] project,management [192] research,#marketing [192] #marketing,technology Top Word Pairs in Tweet in G5:
[104] specialize,calculus [102] calculus,psychology [97] business,law [96] blogs,articles [95] sociology,blogs [95] articles,assignments [95] psychology,nursing [94] nursing,business [84] assignments,essays [84] keyword,research Top Word Pairs in Tweet in G6:
[86] pharmaceutical,industry [86] industry,fit [86] fit,purpose [86] purpose,commits [86] commits,widespread [86] widespread,fraud [86] fraud,many [86] many,medicines [84] medicines,overprice [59] toadmeister,pharmaceutical Top Word Pairs in Tweet in G7:
[142] research,paper [129] essay,due [112] marketing,research [102] maths,marketing [94] paper,sociology [86] java,script [85] math,maths [84] sociology,java [79] script,work [78] class,kicking Top Word Pairs in Tweet in G8:
[70] ceo,taking [70] taking,screenshots [70] screenshots,cool [70] cool,ideas [70] ideas,brands [70] brands,stats [70] stats,marketing [70] marketing,ideas [70] ideas,etc [70] etc,research Top Word Pairs in Tweet in G9:
[105] research,paper [85] essay,due [57] feeling,stuck [57] marketing,research [56] stuck,assignment [55] assignment,class [55] class,kicking [55] kicking,ass [55] ass,essay [54] due,math Top Word Pairs in Tweet in G10:
[58] hey,fam [58] fam,need [58] need,help [58] help,dm [58] dm,due [58] due,essays [58] essays,statistics [58] statistics,assignments [58] assignments,final [58] final,exams Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: