The graph represents a network of 10,520 Twitter users whose recent tweets contained "sciam", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 21:29 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 1-minute period from Friday, 29 November 2019 at 17:57 UTC to Saturday, 07 December 2019 at 19:59 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 : 10520
Unique Edges : 23653
Edges With Duplicates : 32995
Total Edges : 56648
Self-Loops : 428
Reciprocated Vertex Pair Ratio : 0.0328651029328351
Reciprocated Edge Ratio : 0.0636387130120171
Connected Components : 196
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 10229
Maximum Edges in a Connected Component : 56239
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.21153
Graph Density : 0.000279740046708889
Modularity : 0.283696
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 10,520 Twitter users whose recent tweets contained "sciam", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 21:29 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 1-minute period from Friday, 29 November 2019 at 17:57 UTC to Saturday, 07 December 2019 at 19:59 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 : TwitterSearch
Graph Term : sciam
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3870] drjengunter,sciam [2000] sciam,drjengunter [1958] hit,job [1520] e,mail [1451] writingblock,drjengunter [1451] last,resort [1447] down,now [1444] sciam,day [1444] led,believe [1442] phone,e Top Word Pairs in Tweet in G1:
[878] hit,job [617] e,mail [601] down,now [599] phone,e [599] e,mailing [599] mailing,sciam [599] sciam,day [599] day,detailed [599] detailed,lie [599] lie,half Top Word Pairs in Tweet in G2:
[1148] sciam,drjengunter [1130] drjengunter,sciam [982] choo_ek,sciam [789] hit,job [729] e,mail [695] last,resort [691] phone,e [691] e,mailing [691] mailing,sciam [691] sciam,day Top Word Pairs in Tweet in G3:
[2286] drjengunter,sciam [1401] writingblock,drjengunter [1061] writingblock,sciam [784] sciam,drjengunter [322] drjengunter,writingblock [294] hit,piece [293] dr,gunter [239] clothingspin,writingblock [237] sciam,writingblock [231] don,t Top Word Pairs in Tweet in G4:
[93] drjengunter,sciam [66] editorial,standards [57] sciam,deliberately [57] outrage,marketing [56] thesis,sciam [56] deliberately,entered [56] entered,outrage [56] marketing,business [55] extraordinary,story [55] story,devastation Top Word Pairs in Tweet in G5:
[87] climate,models [86] peer,review [83] #climatescam,straight [83] straight,using [83] using,outdated [83] outdated,climate [83] models,70s [83] 70s,now [83] now,info [83] info,available Top Word Pairs in Tweet in G6:
[31] bactérias,comunicam [30] comunicam,evitar [30] evitar,antibióticos [10] sciam,mind [10] mind,brain [10] brain,brainsights [10] brainsights,ios [8] #sciam,#scientificamerican [8] #scientificamerican,#agenparlenglish [8] #agenparlenglish,#ambiente Top Word Pairs in Tweet in G7:
[28] drjengunter,sciam [26] hit,job [26] sciam,drjengunter [24] doesn,t [24] t,meet [22] good,news [22] news,sciam [22] sciam,withdrawn [22] withdrawn,editorial [22] editorial,unfairly Top Word Pairs in Tweet in G8:
[27] solar,panels [22] renewable,energy [22] energy,expands [22] expands,used [22] used,photovoltaic [22] photovoltaic,panels [22] panels,growing [22] growing,waste [22] waste,problem [22] problem,recycling Top Word Pairs in Tweet in G9:
[8] sciam,naturephysics [6] physical,nature [6] sciam,nature [6] christian,kiss [5] oxfordscience,harvardscience [5] harvardscience,camsciencepark [5] camsciencepark,sciam [5] sciam,nsf [5] nsf,americanacad [5] americanacad,thenasciences Top Word Pairs in Tweet in G10:
[31] 3percentconf,feministabulous [31] feministabulous,drtcp [31] drtcp,harvardbiz [30] cindygallop,3percentconf [28] harvardbiz,sciam [26] drjengunter,sciam [14] drhowardliu,tomvarghesejr [14] tomvarghesejr,heartbobh [14] heartbobh,drsinhaesq [14] drsinhaesq,choo_ek Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: