The graph represents a network of 4,301 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 April 2019 at 10:49 UTC.
The requested start date was Tuesday, 23 April 2019 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 4-day, 5-hour, 56-minute period from Thursday, 18 April 2019 at 18:03 UTC to Monday, 22 April 2019 at 23:59 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 : 4301
Unique Edges : 5500
Edges With Duplicates : 3024
Total Edges : 8524
Number of Edge Types : 3
Mentions : 6985
Replies to : 937
Tweet : 602
Self-Loops : 602
Reciprocated Vertex Pair Ratio : 0.0237849017580145
Reciprocated Edge Ratio : 0.0464646464646465
Connected Components : 300
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 3785
Maximum Edges in a Connected Component : 7915
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.616949
Graph Density : 0.000321180039255338
Modularity : 0.485822
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[524] sciam,opinion [431] kick,addiction [430] need,kick [430] addiction,plastic [428] politicians,ceos [427] opinion,need [427] plastic,time [427] time,politicians [427] step,up [427] up,take Top Word Pairs in Tweet in G1:
[504] sciam,opinion [418] need,kick [418] kick,addiction [418] addiction,plastic [416] politicians,ceos [415] opinion,need [415] plastic,time [415] time,politicians [415] take,action [414] ceos,step Top Word Pairs in Tweet in G2:
[9] scientific,american [7] u,s [7] sciam,mind [7] mind,brain [6] know,tap [6] tap,water [6] water,safe [6] solar,energy [6] #spaceflight,#moon2mars [6] #moon2mars,#scienceed Top Word Pairs in Tweet in G3:
[140] long,time [113] yes,abruptly [113] abruptly,discontinuing [113] discontinuing,opioid [113] opioid,medication [113] medication,long [113] time,users [113] users,poor [113] poor,medicine [113] medicine,below Top Word Pairs in Tweet in G4:
[99] hockey,stick [83] earth,day [83] day,hockey [83] stick,singular [83] singular,message [80] re,upping [80] upping,earth [80] message,sciam [79] michaelemann,re [19] 20th,anniversary Top Word Pairs in Tweet in G5:
[53] sciam,brianvad [53] brianvad,christianonre [52] #solarenergy,electricity [52] electricity,#energytransition [52] #energytransition,#renewableenergy [52] #renewableenergy,#renewables [52] #renewables,sciam [51] profstrachan,#solarenergy [23] microplastics,much [23] much,plastic Top Word Pairs in Tweet in G6:
[49] scientific,revolution [49] revolution,limits [49] limits,quantum [49] quantum,theory [49] theory,sciam [47] watch,einstein [47] einstein,s [47] s,scientific [46] alberteinstein,watch [5] world,watched Top Word Pairs in Tweet in G7:
[106] #furze,#furze [44] liver,disease [29] sciam,khnews [29] latino,kids [29] kids,sciam [28] genes,sugar [28] sugar,combine [28] combine,unique [28] unique,way [28] way,unleash Top Word Pairs in Tweet in G8:
[44] #arxiv,#the_ias [38] #the_ias,#royalsociety [27] #royalsociety,#sciam [25] #pnasnews,#sciam [23] oben99998,#arxiv [20] #cern,#pnasnews [20] #pnasnews,#aaas [18] #sciam,#nobelprize [15] #sciam,#pnasnews [15] #cnrs,#cern Top Word Pairs in Tweet in G9:
[33] garrett,hardin [31] written,essay [31] essay,garrett [31] hardin,sciam [31] sciam,read [31] read,here [31] here,explore [31] explore,racist [30] mmildenberger,written [23] mmildenberger,sciam Top Word Pairs in Tweet in G10:
[39] space,physics [38] lot,big [38] big,discoveries [38] discoveries,space [38] physics,lately [38] lately,here's [38] here's,another [38] another,veritable [37] veritable,bonanza [36] agawrylewski,lot 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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