The graph represents a network of 7,451 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, 08 January 2021 at 13:06 UTC.
The requested start date was Friday, 08 January 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, 13-hour, 45-minute period from Sunday, 03 January 2021 at 06:49 UTC to Wednesday, 06 January 2021 at 20:35 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 : 7451
Unique Edges : 4399
Edges With Duplicates : 8304
Total Edges : 12703
Number of Edge Types : 5
Tweet : 3400
Retweet : 3051
MentionsInRetweet : 3605
Replies to : 799
Mentions : 1848
Self-Loops : 3474
Reciprocated Vertex Pair Ratio : 0.0175707949505288
Reciprocated Edge Ratio : 0.0345347862531433
Connected Components : 2364
Single-Vertex Connected Components : 1153
Maximum Vertices in a Connected Component : 761
Maximum Edges in a Connected Component : 2070
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.357954
Graph Density : 0.000107458212446597
Modularity : 0.517609
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,451 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, 08 January 2021 at 13:06 UTC.
The requested start date was Friday, 08 January 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, 13-hour, 45-minute period from Sunday, 03 January 2021 at 06:49 UTC to Wednesday, 06 January 2021 at 20:35 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:
[1935] market,research [775] strong,evidence [775] weapons,research [774] biological,weapons [773] leaked,chinese [772] chinese,biological [772] research,laboratory [699] laboratory,developing [688] evidence,covid [687] covid,leaked Top Word Pairs in Tweet in G1:
[760] market,research [311] research,report [87] covid,19 [87] market,co [72] see,more [70] more,tifia [70] tifia,website [70] website,co [65] market,size [61] devices,market Top Word Pairs in Tweet in G2:
[682] weapons,research [681] strong,evidence [681] evidence,covid [681] covid,leaked [681] leaked,chinese [681] chinese,biological [681] biological,weapons [681] research,laboratory [681] laboratory,developing [679] australian,strong Top Word Pairs in Tweet in G3:
[515] 2021,2026 [241] market,analysis [238] analysis,2021 [143] outlook,2021 [138] report,2021 [136] market,overview [135] overview,report [109] market,research [91] artificial,intelligence [83] ken,research Top Word Pairs in Tweet in G4:
[115] research,shows [115] shows,market [80] market,based [80] based,models [78] models,school [78] school,choice [78] choice,test [78] test,based [78] based,accountability [40] accountability,privatisation Top Word Pairs in Tweet in G5:
[59] institutions,largely [59] largely,credited [59] credited,initiating [59] initiating,bitcoin [59] bitcoin,current [59] current,bull [59] bull,run [59] run,kaikodata [59] kaikodata,created [59] created,timeline Top Word Pairs in Tweet in G6:
[85] #gasen,runoffs [85] warnock,51 [85] 51,loeffler [85] loeffler,inc [85] inc,49 [85] 49,ossoff [85] ossoff,50 [85] 50,perdue [85] perdue,inc [85] inc,50 Top Word Pairs in Tweet in G7:
[55] ipoc,article [55] article,today [55] today,insurtech [55] insurtech,market [55] market,research [55] research,2020 [55] 2020,2024 [55] 2024,alan [55] alan,sa [55] sa,clover Top Word Pairs in Tweet in G8:
[11] financial,market [10] market,history [9] cfa,institute [8] research,market [7] interesting,research [7] market,bubbles [7] bubbles,carried [7] carried,cfa [7] institute,book [7] book,financial Top Word Pairs in Tweet in G9:
[8] georgia,senate [8] senate,runoffs [8] runoffs,culminate [8] culminate,tomorrow [8] tomorrow,stocks [8] stocks,bracing [8] bracing,possible [8] possible,blue [8] blue,wave [8] wave,dancliftonstrat Top Word Pairs in Tweet in G10:
[11] 2013,2028 [11] 2028,sample [11] sample,report [11] report,key [11] key,players [2] #syndiotactic_polystyrene_market,2013 [2] players,lyondellbasell Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: