The graph represents a network of 7,230 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, 02 July 2021 at 11:57 UTC.
The requested start date was Friday, 02 July 2021 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 3-day, 9-hour, 59-minute period from Monday, 28 June 2021 at 14:00 UTC to Thursday, 01 July 2021 at 23:59 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 : 7230
Unique Edges : 4741
Edges With Duplicates : 7068
Total Edges : 11809
Number of Edge Types : 5
Retweet : 2218
MentionsInRetweet : 2797
Tweet : 4155
Mentions : 1730
Replies to : 909
Self-Loops : 4222
Reciprocated Vertex Pair Ratio : 0.0237656217988117
Reciprocated Edge Ratio : 0.0464278567140284
Connected Components : 3024
Single-Vertex Connected Components : 1778
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 721
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.321345
Graph Density : 9.56076904782814E-05
Modularity : 0.503872
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,230 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, 02 July 2021 at 11:57 UTC.
The requested start date was Friday, 02 July 2021 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 3-day, 9-hour, 59-minute period from Monday, 28 June 2021 at 14:00 UTC to Thursday, 01 July 2021 at 23:59 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:
[1832] market,research [523] research,report [283] selling,house [281] house,time [278] time,consuming [275] consuming,process [264] process,especially [237] #nfp,preview [232] #jobsreport,maintain [232] maintain,market Top Word Pairs in Tweet in G1:
[885] market,research [368] research,report [275] selling,house [275] house,time [272] time,consuming [270] consuming,process [261] process,especially [212] save,time [212] time,effort [212] effort,selling Top Word Pairs in Tweet in G2:
[232] #jobsreport,maintain [232] maintain,market [232] market,calm [232] calm,engineered [232] engineered,#fed [232] #fed,#usd [232] #usd,react [232] react,read [232] read,#nfp [232] #nfp,preview Top Word Pairs in Tweet in G3:
[116] market,research [106] bot,helps [104] helps,market [81] try,tweeting [81] tweeting,spotalphaindia [79] research,try [31] here's,example [30] research,here's [30] example,spotalphaindia [10] bot,help Top Word Pairs in Tweet in G4:
[36] follow,concentration [36] concentration,market [36] market,interest [36] interest,around [36] around,certain [36] certain,price [36] price,points [36] points,weekly [36] weekly,insights [36] insights,report Top Word Pairs in Tweet in G5:
[5] stock,market [5] market,investors [5] investors,actual [5] actual,research [5] research,reports [5] reports,target [5] target,prices [5] prices,ph [5] ph,best [5] best,brokerage Top Word Pairs in Tweet in G6:
[30] market,map [18] remember,#unicorns [18] #unicorns,rare [18] rare,market [18] map,visualizes [18] visualizes,700 [18] 700,private [18] private,companies [18] companies,billion [18] billion,dollar Top Word Pairs in Tweet in G7:
[18] artificial,intelligence [15] forecast,2021 [14] market,global [13] 2021,2027 [12] market,see [12] global,outlook [12] outlook,forecast [11] european,#artificialintelligence [11] #artificialintelligence,market [11] see,exciting Top Word Pairs in Tweet in G8:
[82] research,report [81] cloud,computing [78] market,research [42] digital,transformation [37] machine,learning [37] computing,market [34] report,global [32] global,cloud [31] market,report [25] latest,research Top Word Pairs in Tweet in G9:
[38] research,newsletter [34] subscribe,research [34] market,insights [34] insights,research [33] research,delivered [20] crypto,market [19] ethereum,subscribe [19] newsletter,crypto [18] cryptocom,ethereum [17] weekly,market Top Word Pairs in Tweet in G10:
[80] infinity,pad [41] biggest,airdrop [40] airdrop,year [40] year,infinity [40] pad,#bsc's [40] #bsc's,dominant [40] dominant,launchpad [40] launchpad,infinity [40] pad,tokens [40] tokens,ipad Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: