The graph represents a network of 5,368 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, 10 December 2021 at 11:00 UTC.
The requested start date was Friday, 10 December 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 9-day, 13-hour, 47-minute period from Tuesday, 30 November 2021 at 10:44 UTC to Friday, 10 December 2021 at 00:31 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 : 5368
Unique Edges : 3814
Edges With Duplicates : 8133
Total Edges : 11947
Number of Edge Types : 5
Tweet : 3634
Replies to : 967
Mentions : 1562
Retweet : 2640
MentionsInRetweet : 3144
Self-Loops : 3856
Reciprocated Vertex Pair Ratio : 0.0159021406727829
Reciprocated Edge Ratio : 0.0313064419024684
Connected Components : 1702
Single-Vertex Connected Components : 1003
Maximum Vertices in a Connected Component : 1219
Maximum Edges in a Connected Component : 4721
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.320107
Graph Density : 0.000172960441312575
Modularity : 0.456951
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,368 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, 10 December 2021 at 11:00 UTC.
The requested start date was Friday, 10 December 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 9-day, 13-hour, 47-minute period from Tuesday, 30 November 2021 at 10:44 UTC to Friday, 10 December 2021 at 00:31 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:
[1177] research,paper [713] online,class [501] essay,due [465] #essay,due [464] come,help [464] help,heal [463] huge,marketing [463] heal,world [462] world,fully [460] fully,doxxed Top Word Pairs in Tweet in G1:
[421] research,paper [270] online,class [187] essay,due [180] calculus,statistics [152] marketing,research [152] algebra,calculus [140] biology,nursing [129] essay,pay [126] paper,pay [124] paper,dissertation Top Word Pairs in Tweet in G2:
[464] come,help [464] help,heal [463] heal,world [462] world,fully [460] fully,doxxed [457] dev,huge [456] huge,marketing [440] marketing,incoming [384] doxxed,dev [345] incoming,liquidity Top Word Pairs in Tweet in G3:
[398] #business,law [381] #calculus,#statistics [374] research,paper [370] law,#math [368] #essay,due [329] #algebra,#calculus [324] online,class [316] #math,#algebra [313] #nursing,#essay [275] #statistics,#biology Top Word Pairs in Tweet in G4:
[149] #saitama,devs [149] devs,brilliant [149] brilliant,utilize [149] utilize,brand [149] brand,integration [149] integration,marketing [149] marketing,strategy [149] strategy,hereâ [149] hereâ,personal [148] saitamawolfess,#saitama Top Word Pairs in Tweet in G5:
[102] katebour,marketing [96] marketing,harder [96] harder,wanna [96] wanna,quickly [96] quickly,figure [96] figure,works [96] works,buyers [96] need,spend [96] spend,100s [96] 100s,hours Top Word Pairs in Tweet in G6:
[96] excited,announce [93] partnership,announcement [91] announcement,šwe [91] šwe,excited [91] announce,partnership [91] partnership,dextforce [91] dextforce,powerful [91] powerful,trading [91] trading,research [90] daoland_io,partnership Top Word Pairs in Tweet in G7:
[91] babies,look [91] look,dope [91] dope,project [91] project,degen [91] degen,ape [91] ape,club [91] club,dac [91] dac,released [91] released,short [91] short,term Top Word Pairs in Tweet in G8:
[21] b2b,content [20] content,marketing [19] best,results [16] content,delivers [16] delivers,best [16] results,includes [16] includes,online [16] online,events [16] events,58 [16] 58,research Top Word Pairs in Tweet in G9:
[24] crowdfunding,tip [24] tip,#2356 [24] #2356,incentive [24] incentive,pledge [24] pledge,program [24] program,cover [24] cover,expenses [24] expenses,including [23] including,limited [15] startupgenesis,crowdfunding Top Word Pairs in Tweet in G10:
[56] #blackdragonama,bdt [56] bdt,ama [56] ama,session [56] session,present [56] present,go_influencer [56] go_influencer,give [56] give,brand [56] brand,rocket [56] rocket,boost [55] blackdragon_io,#blackdragonama Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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: