The graph represents a network of 7,521 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, 09 December 2022 at 13:16 UTC.
The requested start date was Friday, 09 December 2022 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 2-day, 23-hour, 39-minute period from Monday, 05 December 2022 at 19:10 UTC to Thursday, 08 December 2022 at 18:49 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 : 7521
Unique Edges : 3739
Edges With Duplicates : 9234
Total Edges : 12973
Number of Edge Types : 5
Tweet : 2957
Mentions : 1381
MentionsInRetweet : 4310
Retweet : 3771
Replies to : 554
Self-Loops : 3019
Reciprocated Vertex Pair Ratio : 0.0122866894197952
Reciprocated Edge Ratio : 0.0242751180040459
Connected Components : 2375
Single-Vertex Connected Components : 1380
Maximum Vertices in a Connected Component : 1677
Maximum Edges in a Connected Component : 3574
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.159873
Graph Density : 0.000104883630798304
Modularity : 0.507613
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,521 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, 09 December 2022 at 13:16 UTC.
The requested start date was Friday, 09 December 2022 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 2-day, 23-hour, 39-minute period from Monday, 05 December 2022 at 19:10 UTC to Thursday, 08 December 2022 at 18:49 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:
[2144] market,research [1312] market,manipulation [1300] manipulation,led [982] research,market [933] bankman,fried [932] federal,prosecutors [931] sam,bankman [923] prosecutors,investigating [912] alameda,research [868] fried,alameda Top Word Pairs in Tweet in G1:
[996] market,research [377] research,report [160] report,2022 [116] market,size [82] research,market [80] global,forecast [77] 2022,2028 [74] forecast,2030 [69] research,tools [68] read,more Top Word Pairs in Tweet in G2:
[769] federal,prosecutors [767] market,manipulation [767] alameda,research [766] bankman,fried [766] prosecutors,investigating [766] fried,alameda [766] sam,bankman [766] research,market [766] manipulation,led [764] investigating,sam Top Word Pairs in Tweet in G3:
[462] ftx,founder [455] market,manipulation [455] manipulation,led [413] led,collapse [412] under,investigation [412] investigation,market [412] collapse,terrausd [412] breaking,ftx [412] ust,luna [412] terrausd,ust Top Word Pairs in Tweet in G4:
[201] market,research [195] research,tools [193] year,one [193] first,year [193] reasons,poor [193] poor,market [193] one,top [193] research,use [193] startups,fail [193] 10,research Top Word Pairs in Tweet in G5:
[139] drawdown,another [139] 25,go [139] another,25 [139] wolfe,research [126] over,drawdown [126] bear,market [92] market,over [92] go,wolfe [91] fxhedgers,bear [34] isn,over Top Word Pairs in Tweet in G6:
[102] became,insolvent [102] tried,bail [102] #alameda,research [102] shortly,led [102] faced,liquidity [102] research,became [102] insolvent,#ftx [102] crisis,shortly [102] liquidity,crisis [102] #ftx,tried Top Word Pairs in Tweet in G7:
[95] red,market [95] go,go [95] go,gainers [95] 10x,research [95] research,minutes [95] minutes,red [95] market,go [95] make,10x [94] defiprincess_,make [7] take,profit Top Word Pairs in Tweet in G8:
[70] december,12 [68] 13,mvp [68] diamond,december [68] 12,13 [66] released,forum [65] forum,almaty [65] #ushi,diamond [65] mvp,released [57] ushi_eth,#ushi [29] software,research Top Word Pairs in Tweet in G9:
[84] lucky,stars [84] 100,usdt [84] #candydrop,100 [84] fall,#ftx [84] market,chat [84] weekly,market [84] 07,13 [84] #ftx,12 [84] usdt,lucky [84] due,fall Top Word Pairs in Tweet in G10:
[38] bottom,early [38] tycoons,web2 [38] early,2023 [38] reach,bottom [38] social,tycoons [38] market,reach [38] 2023,market [38] 2023,social [38] huobi,research [38] research,forecasting Top Replied-To in Entire Graph:
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Top Replied-To in G8:
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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: