The graph represents a network of 5,941 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, 16 September 2022 at 09:59 UTC.
The requested start date was Friday, 16 September 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, 1-hour, 13-minute period from Tuesday, 06 September 2022 at 22:42 UTC to Thursday, 15 September 2022 at 23:55 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 : 5941
Unique Edges : 3079
Edges With Duplicates : 8128
Total Edges : 11207
Number of Edge Types : 5
Replies to : 611
Tweet : 3745
Retweet : 3000
MentionsInRetweet : 2811
Mentions : 1040
Self-Loops : 4216
Reciprocated Vertex Pair Ratio : 0.0152912621359223
Reciprocated Edge Ratio : 0.0301219220655032
Connected Components : 2166
Single-Vertex Connected Components : 1364
Maximum Vertices in a Connected Component : 525
Maximum Edges in a Connected Component : 1124
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.076774
Graph Density : 0.000118533707155151
Modularity : 0.440393
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,941 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, 16 September 2022 at 09:59 UTC.
The requested start date was Friday, 16 September 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, 1-hour, 13-minute period from Tuesday, 06 September 2022 at 22:42 UTC to Thursday, 15 September 2022 at 23:55 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:
[961] online,class [775] test,help [773] help,stats [769] professionals,help [767] pay,professionals [764] pay,paper [755] class,pay [748] paper,math [615] essay,due [611] #essay,due Top Word Pairs in Tweet in G1:
[385] online,class [334] test,help [333] help,stats [324] professionals,help [322] pay,professionals [320] pay,paper [316] research,paper [315] class,pay [312] essay,due [300] paper,math Top Word Pairs in Tweet in G2:
[488] good,research [488] research,found [488] found,professional [488] professional,marketing [488] marketing,agency [488] agency,signed [488] ultra,instinct [488] instinct,marketing [486] scarface_fans,good [386] signed,contract✠Top Word Pairs in Tweet in G3:
[298] obtain,lizard [298] lizard,prime [298] prime,receive [298] receive,unique [298] unique,portfolio [298] portfolio,full [298] full,services [298] services,offered [298] offered,prime [298] prime,nft Top Word Pairs in Tweet in G4:
[186] 10,skills [186] skills,focus [186] focus,improving [186] improving,seo [186] seo,technical [186] technical,optimization [186] optimization,content [186] content,optimization [186] optimization,reporting [186] reporting,comms Top Word Pairs in Tweet in G5:
[420] online,class [269] class,homework [195] homework,assignment [194] assignment,exam [192] essay,due [191] expert,help [180] exam,expert [147] exam,help [136] test,help [135] help,stats Top Word Pairs in Tweet in G6:
[140] free,marketing [140] marketing,websites [140] websites,marketer [140] marketer,know [140] know,swiped [140] swiped,co [140] co,demand [140] demand,curve [140] curve,really [140] really,good Top Word Pairs in Tweet in G7:
[170] lead,generation [136] data,entry [136] entry,copy [136] copy,paste [136] paste,web [136] web,research [135] research,email [135] email,find [135] find,list [130] list,marketing Top Word Pairs in Tweet in G8:
[14] keyword,research [13] marketing,research [11] research,competitive [11] competitive,analysis [10] marketing,strategy [9] research,seem [9] seem,complicated [9] complicated,know [9] know,start [9] start,help Top Word Pairs in Tweet in G9:
[43] another,cbt [43] cbt,marketing [43] marketing,document [42] document,passing [42] passing,itself [42] itself,research [42] research,king's [42] king's,college [42] college,london's [42] london's,factually Top Word Pairs in Tweet in G10:
[186] market,2022 [130] read,more [94] #usa,#europe [77] #research,#marketing [67] #europe,#post [67] #post,#report [64] more,#trending [61] #trending,#research [60] #marketing,#usa [60] #research,#news Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: