The graph represents a network of 7,826 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, 25 November 2022 at 13:15 UTC.
The requested start date was Friday, 25 November 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 4-day, 3-hour, 37-minute period from Sunday, 20 November 2022 at 15:11 UTC to Thursday, 24 November 2022 at 18:48 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 : 7826
Unique Edges : 4299
Edges With Duplicates : 8686
Total Edges : 12985
Number of Edge Types : 5
Tweet : 3188
Retweet : 3272
MentionsInRetweet : 3826
Mentions : 1850
Replies to : 849
Self-Loops : 3256
Reciprocated Vertex Pair Ratio : 0.0154080596004064
Reciprocated Edge Ratio : 0.0303485075871269
Connected Components : 2547
Single-Vertex Connected Components : 1349
Maximum Vertices in a Connected Component : 462
Maximum Edges in a Connected Component : 933
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.233514
Graph Density : 9.79286706309516E-05
Modularity : 0.519148
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,826 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, 25 November 2022 at 13:15 UTC.
The requested start date was Friday, 25 November 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 4-day, 3-hour, 37-minute period from Sunday, 20 November 2022 at 15:11 UTC to Thursday, 24 November 2022 at 18:48 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:
[2518] market,research [453] science,market [452] research,report [451] fall,under [451] #louistomlinson,age [451] age,bracket [451] fan,#louistomlinson [451] under,retweet [451] retweet,science [451] bracket,fall Top Word Pairs in Tweet in G1:
[1037] market,research [310] research,report [200] market,size [137] report,2022 [101] global,forecast [90] business,research [89] read,more [86] billion,2030 [86] expected,reach [86] research,company Top Word Pairs in Tweet in G2:
[460] market,research [451] fan,#louistomlinson [451] fall,under [451] bracket,fall [451] age,bracket [451] #louistomlinson,age [451] retweet,science [451] science,market [451] under,retweet [450] research,purpos Top Word Pairs in Tweet in G3:
[352] companies,fold [352] make,one [352] ventures,make [352] large,companies [352] lot,ventures [352] certain,#bitcoin [352] thing,certain [352] fold,lot [352] one,thing [351] #bitcoin,strong Top Word Pairs in Tweet in G4:
[257] research,chosen [257] failed,months [257] strategies,failed [257] investor,tried [257] swing,strategies [257] term,investor [257] always,long [257] months,research [257] long,term [257] add,swing Top Word Pairs in Tweet in G5:
[184] alameda,research [183] lost,billion [183] 2021,despite [183] billion,inception [183] 2020,21 [183] market,2020 [183] 21,alameda [183] bull,market [183] inception,2021 [183] despite,raging Top Word Pairs in Tweet in G6:
[120] hotcopper,themarketherald [110] research,shown [110] shown,hotcopper [110] independent,research [109] host,people [109] employs,host [109] people,influence [109] sentiment,stock [109] forums,aided [109] herald,employs Top Word Pairs in Tweet in G7:
[25] market,research [21] smart,contract [11] contract,programming [10] contract,language [10] step,smart [10] next,step [10] language,market [8] market,dominated [8] report,address [8] binanceresearch,next Top Word Pairs in Tweet in G8:
[24] competitive,research [24] positive,spillover [24] suggests,positive [24] garygensler,auctions [24] research,suggests [24] designed,highly [24] well,designed [24] spillover,effects [24] highly,competitive [24] auctions,well Top Word Pairs in Tweet in G9:
[62] video,games [62] fastest,growing [62] market,revenue [62] gamers,arpu [62] india,fastest [62] 10,region [62] region,latest [62] asia,10 [62] games,market [62] arpu,asia Top Word Pairs in Tweet in G10:
[43] #ushi,best [43] investment,far [43] token,collaboration [43] best,investment [43] far,token [30] ushi_eth,#ushi [21] jenichka_iv,tonymoontanaeth [13] tonymoontanaeth,ushi_eth [11] tokens,nft [11] nft,collection Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: