The graph represents a network of 6,471 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, 25 March 2022 at 09:48 UTC.
The requested start date was Friday, 25 March 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 10-day, 7-hour, 36-minute period from Monday, 14 March 2022 at 11:11 UTC to Thursday, 24 March 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 : 6471
Unique Edges : 4093
Edges With Duplicates : 8157
Total Edges : 12250
Number of Edge Types : 5
Mentions : 1425
Retweet : 3033
MentionsInRetweet : 3641
Tweet : 3518
Replies to : 633
Self-Loops : 3796
Reciprocated Vertex Pair Ratio : 0.0248945994780165
Reciprocated Edge Ratio : 0.0485798237022527
Connected Components : 2452
Single-Vertex Connected Components : 1450
Maximum Vertices in a Connected Component : 367
Maximum Edges in a Connected Component : 1735
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.583435
Graph Density : 0.000121932664984689
Modularity : 0.480948
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,471 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, 25 March 2022 at 09:48 UTC.
The requested start date was Friday, 25 March 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 10-day, 7-hour, 36-minute period from Monday, 14 March 2022 at 11:11 UTC to Thursday, 24 March 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:
[701] market,research [566] marketing,research [482] research,paper [367] เท,าท [367] าท,เคยทำ [367] เคยทำ,market [367] research,ตลาดเคร [367] ตลาดเคร,องด [367] องด,มแอลกฮอล [367] มแอลกฮอล,เป Top Word Pairs in Tweet in G1:
[322] research,paper [186] marketing,research [172] online,class [167] essay,due [113] case,study [112] essay,pay [108] market,research [102] calculus,statistics [101] research,marketing [99] social,media Top Word Pairs in Tweet in G2:
[367] เท,าท [367] าท,เคยทำ [367] เคยทำ,market [367] market,research [367] research,ตลาดเคร [367] ตลาดเคร,องด [367] องด,มแอลกฮอล [367] มแอลกฮอล,เป [367] เป,น [367] น,male Top Word Pairs in Tweet in G3:
[207] research,semrush [207] semrush,40 [207] 40,marketing [207] marketing,departments [207] departments,prioritize [207] prioritize,#ai [207] #ai,technology [207] technology,machine [207] machine,learning [207] learning,success Top Word Pairs in Tweet in G4:
[146] #math,#algebra [143] #calculus,#statistics [142] #algebra,#calculus [131] #essay,due [126] #nursing,#essay [110] due,#assignment [109] #statistics,#biology [107] #biology,#nursing [105] #business,law [101] law,#math Top Word Pairs in Tweet in G5:
[99] marketing,research [41] market,research [13] #marketing,#research [12] social,media [11] customer,insights [10] #marketing,research [9] quasi,experiments [8] research,use [8] guide,affiliate [8] affiliate,marketing Top Word Pairs in Tweet in G6:
[65] online,class [58] exam,expert [58] expert,help [54] class,homework [54] homework,assignment [52] assignment,exam [42] market,research [39] research,report [39] report,imarc [39] imarc,group Top Word Pairs in Tweet in G7:
[41] marketing,framework [41] framework,never [41] never,heard [40] research,process [40] process,finding [40] finding,high [40] high,roi [40] roi,niche [40] niche,advertising [40] advertising,opportunities Top Word Pairs in Tweet in G8:
[75] eraxnft,announced [75] announced,partnership [75] partnership,rikxcapital [75] rikxcapital,rikx [75] rikx,capital [75] capital,vc [75] vc,helps [75] helps,projects [75] projects,turn [74] startup_space1,eraxnft Top Word Pairs in Tweet in G9:
[36] scam,project [32] big,marketing [31] research,gainjuice [31] gainjuice,project [31] project,guys [31] guys,team's [31] team's,previous [31] previous,project [31] project,reached [31] reached,7m Top Word Pairs in Tweet in G10:
[34] crowdfunding,tip [34] tip,#2356 [34] #2356,incentive [34] incentive,pledge [34] pledge,program [34] program,cover [34] cover,expenses [34] expenses,including [34] including,limited [18] market,research Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: