The graph represents a network of 5,457 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, 20 May 2022 at 10:01 UTC.
The requested start date was Friday, 20 May 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 7-day, 18-hour, 43-minute period from Thursday, 12 May 2022 at 00:04 UTC to Thursday, 19 May 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 : 5457
Unique Edges : 2845
Edges With Duplicates : 8914
Total Edges : 11759
Number of Edge Types : 5
Tweet : 3380
Mentions : 1066
Retweet : 3429
Replies to : 457
MentionsInRetweet : 3427
Self-Loops : 3827
Reciprocated Vertex Pair Ratio : 0.0194744251525106
Reciprocated Edge Ratio : 0.038204833141542
Connected Components : 1806
Single-Vertex Connected Components : 1063
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 3209
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.394119
Graph Density : 0.000145935673033157
Modularity : 0.419641
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,457 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, 20 May 2022 at 10:01 UTC.
The requested start date was Friday, 20 May 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 7-day, 18-hour, 43-minute period from Thursday, 12 May 2022 at 00:04 UTC to Thursday, 19 May 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:
[899] online,class [715] essay,due [675] research,paper [573] content,marketing [528] due,assignment [520] #research,paper [434] immediate,hiring [434] hiring,native [434] native,fluent [434] fluent,korean Top Word Pairs in Tweet in G1:
[383] online,class [291] research,paper [232] essay,due [169] class,homework [152] business,law [146] algebra,calculus [136] exam,help [134] case,study [131] law,math [124] math,algebra Top Word Pairs in Tweet in G2:
[434] immediate,hiring [434] hiring,native [434] native,fluent [434] fluent,korean [434] korean,speaker [434] speaker,salary [434] salary,basic [434] basic,salary [434] salary,rm [434] rm,6000 Top Word Pairs in Tweet in G3:
[334] content,marketing [334] marketing,more [334] more,writing [334] writing,content [334] content,research [334] research,interviewing [334] interviewing,experts [334] experts,figuring [334] figuring,angle [333] inkandcopy,content Top Word Pairs in Tweet in G4:
[368] #research,paper [234] kindly,dm [231] dm,assignment [187] essay,due [175] due,assignment [174] 100,promising [174] promising,#ai [174] #ai,#startups [174] #startups,sector [174] #biotech,#health Top Word Pairs in Tweet in G5:
[317] online,class [232] research,paper [230] essay,due [168] algebra,calculus [168] due,assignment [167] business,law [166] law,math [166] statistics,biology [164] assignment,online [163] calculus,statistics Top Word Pairs in Tweet in G6:
[67] #prithviraj,going [67] going,#akshaykumar's [67] #akshaykumar's,best [67] best,marketed [67] marketed,movie [67] movie,independent [67] independent,research [67] research,company [67] company,#prithviraj's [66] niteshnaveenaus,#prithviraj Top Word Pairs in Tweet in G7:
[65] doing,intense [65] intense,research [65] research,save [65] save,world [65] world,faster [65] faster,using [65] using,pussy [65] pussy,marketing [65] marketing,tool [64] milfymacgyver,doing Top Word Pairs in Tweet in G8:
[61] late,game [61] game,predoc [61] predoc,opportunity [61] opportunity,looking [61] looking,someone [61] someone,join [61] join,team [61] team,chicagobooth [61] chicagobooth,next [61] next,academic Top Word Pairs in Tweet in G9:
[67] marketing,research [56] warner,marketing [55] print,number [54] research,before [54] before,pull [54] pull,print [54] number,sure [54] sure,leave [54] leave,group [54] group,themselves Top Word Pairs in Tweet in G10:
[54] content,marketing [54] marketing,beyond [54] beyond,mere [54] mere,writing [54] writing,entails [54] entails,content [54] content,research [54] research,interviewing [54] interviewing,experts [54] experts,figuring Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G9:
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: