The graph represents a network of 6,887 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, 20 November 2020 at 13:18 UTC.
The requested start date was Friday, 20 November 2020 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, 16-hour, 49-minute period from Tuesday, 17 November 2020 at 08:10 UTC to Friday, 20 November 2020 at 01:00 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 : 6887
Unique Edges : 3883
Edges With Duplicates : 7992
Total Edges : 11875
Number of Edge Types : 5
Mentions : 1538
Tweet : 3701
Retweet : 2784
Replies to : 654
MentionsInRetweet : 3198
Self-Loops : 3766
Reciprocated Vertex Pair Ratio : 0.0198702351987024
Reciprocated Edge Ratio : 0.0389662027833002
Connected Components : 2512
Single-Vertex Connected Components : 1363
Maximum Vertices in a Connected Component : 866
Maximum Edges in a Connected Component : 1780
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.448439
Graph Density : 0.000106064703855328
Modularity : 0.485613
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,887 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, 20 November 2020 at 13:18 UTC.
The requested start date was Friday, 20 November 2020 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, 16-hour, 49-minute period from Tuesday, 17 November 2020 at 08:10 UTC to Friday, 20 November 2020 at 01:00 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:
[1893] market,research [714] research,report [551] bull,market [472] important,message [470] message,enter [470] enter,next [468] bitcoin,bull [465] next,bitcoin [457] very,volatile [452] market,btc Top Word Pairs in Tweet in G1:
[881] market,research [554] research,report [281] market,2020 [206] covid,19 [153] market,size [135] report,till [116] 2020,global [112] industry,research [108] global,industry [99] report,2020 Top Word Pairs in Tweet in G2:
[429] bitcoin,bull [429] bull,market [428] important,message [428] message,enter [428] enter,next [428] next,bitcoin [428] market,btc [428] btc,very [428] very,volatile [428] volatile,lose Top Word Pairs in Tweet in G3:
[285] #bitcoin,time [285] time,highs [285] highs,sight [285] sight,time [285] time,without [285] without,hype [285] hype,public [285] public,interest [285] interest,measured [285] measured,mentions Top Word Pairs in Tweet in G4:
[150] gt,gt [76] construct,digital [76] digital,transformation [76] transformation,analytics [76] analytics,roadmap [76] roadmap,research [76] research,everestgroup [75] link,gt [73] everestgroup,link [69] antgrasso,construct Top Word Pairs in Tweet in G5:
[83] #altcoin,market [69] once,#bitcoin [69] #bitcoin,hits [69] hits,20 [69] 20,000 [69] 000,entire [69] entire,space [69] space,go [69] go,nuts [69] nuts,talking Top Word Pairs in Tweet in G6:
[10] #market,player [10] player,region [10] region,type [10] type,application [10] application,sales [10] sales,channel [10] channel,2028 [10] 2028,sample [10] sample,report [10] report,key Top Word Pairs in Tweet in G7:
[32] goldman,sachs [32] sachs,commodities [32] commodities,poised [32] poised,bull [32] bull,market [24] reuters,goldman [17] gold,market [14] gold,demand [13] #goldhub,blog [11] china,gold Top Word Pairs in Tweet in G8:
[32] job,market [32] whose,research [32] research,interests [32] interests,include [22] economics,phd [17] market,year [17] tcdeconomics,meet [15] meet,economics [15] phd,candidate [15] include,development Top Word Pairs in Tweet in G9:
[38] market,research [10] research,industry [9] survey,opiniumresearch [9] opiniumresearch,looked [9] looked,market [9] industry,mental [8] impactmrs,survey [7] mental,wellbeing [6] learn,more [6] wellbeing,providing Top Word Pairs in Tweet in G10:
[46] pledge,punish [46] punish,more [46] more,votes [46] votes,dstv [46] dstv,premium [46] premium,around [46] around,estate [46] estate,really [46] really,wonders [46] wonders,those Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: