The graph represents a network of 4,264 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, 27 March 2020 at 10:54 UTC.
The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Tuesday, 24 March 2020 at 21:39 UTC to Friday, 27 March 2020 at 00:00 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 : 4264
Unique Edges : 3976
Edges With Duplicates : 2313
Total Edges : 6289
Number of Edge Types : 4
Tweet : 3133
Mentions : 909
MentionsInRetweet : 1797
Replies to : 450
Self-Loops : 3133
Reciprocated Vertex Pair Ratio : 0.017687074829932
Reciprocated Edge Ratio : 0.0347593582887701
Connected Components : 1819
Single-Vertex Connected Components : 1038
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 354
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.822692
Graph Density : 0.000164599708033566
Modularity : 0.569731
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 4,264 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, 27 March 2020 at 10:54 UTC.
The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Tuesday, 24 March 2020 at 21:39 UTC to Friday, 27 March 2020 at 00:00 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:
[1618] market,research [721] 2020,2025 [674] forecast,2020 [440] market,size [374] market,share [355] depth,analysis [353] over,years [351] research,depth [350] 2015,2019 [350] analysis,over Top Word Pairs in Tweet in G1:
[1159] market,research [719] 2020,2025 [671] forecast,2020 [423] market,size [354] depth,analysis [352] market,share [351] research,depth [350] analysis,over [350] over,years [350] years,2015 Top Word Pairs in Tweet in G2:
[76] nomoreelitists,liontedpride [76] liontedpride,ca [76] ca,pensions [76] pensions,underfunded [76] underfunded,946 [76] 946,billion [76] billion,2013 [76] 2013,according [76] according,stanford [75] politick_rick,nomoreelitists Top Word Pairs in Tweet in G3:
[6] #chinesemotto,invent [6] invent,1500 [6] 1500,types [6] types,viruses [6] viruses,sort [6] sort,#chinesevirus [5] china_amb_india,#chinesemotto [4] #chinesevirus,#covid19 [3] watsupwitthatms,firebird22 [3] firebird22,sentomcotton Top Word Pairs in Tweet in G4:
[27] everyone,use [27] use,blockchain [27] blockchain,seems [27] seems,someone [27] someone,still [27] still,lagging [27] lagging,example [27] example,finance [27] finance,accounting [26] antgrasso,everyone Top Word Pairs in Tweet in G5:
[10] talked,dan [10] dan,faggella [10] faggella,ceo [10] ceo,emerj [10] emerj,trajectory [9] trajectory,intelligence [9] intelligence,especially [8] market,research [4] secpompeo,hfi_research [4] blockchain,based Top Word Pairs in Tweet in G6:
[8] check,latest [8] latest,article [8] market,research [6] article,morning [6] morning,market [6] market,update [6] update,knight [6] knight,frank [6] frank,research [6] trump,wouldn Top Word Pairs in Tweet in G7:
[8] know,more [6] key,players [4] market,2020 [3] 2028,key [3] leading,players [3] 2020,2028 [2] blood,coagulation [2] coagulation,tubes [2] tubes,market [2] treatment,market Top Word Pairs in Tweet in G8:
[37] over,past [37] past,month [37] month,oil [37] oil,prices [37] prices,halved [37] halved,pump [37] pump,prices [37] prices,back [37] back,similar [37] similar,levels Top Word Pairs in Tweet in G9:
[5] sunpacificpower,amazon [5] amazon,microsoft [5] microsoft,fedex [5] fedex,ups [5] ups,fisherinvest [5] fisherinvest,tatamotors [5] tatamotors,ford [5] ford,toyota [5] toyota,nissan [5] nissan,bmw Top Word Pairs in Tweet in G10:
[27] research,kamakshya [27] kamakshya,trivedi [27] trivedi,explains [23] goldmansachs,watch [16] goldman,sachs [16] sachs,research [16] watch,conditions [16] conditions,indicate [16] indicate,market [16] market,trough 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:
Top Tweeters in G1:
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Top Tweeters in G10: