The graph represents a network of 7,963 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 December 2021 at 12:51 UTC.
The requested start date was Friday, 17 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 3-day, 0-hour, 58-minute period from Monday, 13 December 2021 at 17:48 UTC to Thursday, 16 December 2021 at 18:46 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 : 7963
Unique Edges : 4747
Edges With Duplicates : 8706
Total Edges : 13453
Number of Edge Types : 5
Tweet : 2954
Replies to : 808
Mentions : 1852
Retweet : 3459
MentionsInRetweet : 4380
Self-Loops : 3019
Reciprocated Vertex Pair Ratio : 0.0212896308776229
Reciprocated Edge Ratio : 0.0416916616676665
Connected Components : 2543
Single-Vertex Connected Components : 1272
Maximum Vertices in a Connected Component : 501
Maximum Edges in a Connected Component : 998
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.695411
Graph Density : 0.00010517116923243
Modularity : 0.546577
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,963 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 December 2021 at 12:51 UTC.
The requested start date was Friday, 17 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 3-day, 0-hour, 58-minute period from Monday, 13 December 2021 at 17:48 UTC to Thursday, 16 December 2021 at 18:46 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 : market 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:
[1840] market,research [394] group,consumer [394] consumer,research [393] nation,oldest [393] oldest,consumer [393] consumer,advocacy [393] advocacy,group [393] research,sent [393] sent,letter [393] letter,10 Top Word Pairs in Tweet in G1:
[661] market,research [224] research,report [164] stock,market [132] market,size [131] market,news [130] profit,faster [130] faster,stock [130] news,research [85] research,inc [85] view,research Top Word Pairs in Tweet in G2:
[392] nation,oldest [392] oldest,consumer [392] consumer,advocacy [392] advocacy,group [392] group,consumer [392] consumer,research [392] research,sent [392] sent,letter [392] letter,10 [392] 10,governors Top Word Pairs in Tweet in G3:
[192] fact,gallup [192] gallup,korea [192] korea,korean [192] korean,biggest [192] biggest,market [192] market,research [192] research,company [192] company,legit [192] legit,validating [192] validating,hopes Top Word Pairs in Tweet in G4:
[271] blockchain,research [261] research,development [150] partnership,between [135] between,#calo [133] kzgmalik,congratulations [132] development,company [130] congratulations,successful [130] successful,partnership [130] #calo,#jadelabs [130] #jadelabs,jadelabs Top Word Pairs in Tweet in G5:
[103] took,ultraviolette [103] ultraviolette,electric [103] electric,bike [103] bike,around [103] around,area [103] area,roads [103] roads,asked [103] asked,random [103] random,passing [103] passing,bikers Top Word Pairs in Tweet in G6:
[95] governor,bank [95] bank,canada [95] canada,publicly [95] publicly,disclose [95] disclose,assets [95] assets,huge [95] huge,public [95] public,concern [94] stephenpunwasi,governor [2] daniel_foch,thehabistat Top Word Pairs in Tweet in G7:
[29] weekly,market [29] market,update [29] update,price [29] price,index [29] index,recovers [29] recovers,volatility [29] volatility,volume [29] volume,indices [29] indices,fall [29] fall,top Top Word Pairs in Tweet in G8:
[36] hcl,software [36] software,#devops [36] #devops,portfolio [25] market,research [21] #hclswlobp,#nocode [20] portfolio,analizad [20] analizad,download [20] download,report [20] report,#hclswlobp [19] miriamasensi,hcl Top Word Pairs in Tweet in G9:
[29] elf,elf_token [29] elf_token,red [29] red,market [29] market,holding [29] holding,strong [29] strong,still [29] still,paying [28] paying,people [28] people,daily [20] donated,43k Top Word Pairs in Tweet in G10:
[62] 451nexus,provides [62] provides,holistic [62] holistic,view [62] view,innovation [62] innovation,entire [62] entire,enterprise [62] enterprise,landscape [62] landscape,explore [62] explore,session [62] session,recordings Top Replied-To in Entire Graph:
Top Replied-To in G6:
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: