The graph represents a network of 4,011 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 Friday, 21 June 2019 at 10:50 UTC.
The requested start date was Tuesday, 18 June 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 8-day, 9-hour, 10-minute period from Sunday, 09 June 2019 at 14:49 UTC to Tuesday, 18 June 2019 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 : 4011
Unique Edges : 5446
Edges With Duplicates : 5546
Total Edges : 10992
Number of Edge Types : 3
Replies to : 1696
Mentions : 8839
Tweet : 457
Self-Loops : 457
Reciprocated Vertex Pair Ratio : 0.0343467543138866
Reciprocated Edge Ratio : 0.0664124563075945
Connected Components : 206
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 3729
Maximum Edges in a Connected Component : 10561
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.730059
Graph Density : 0.000391317890762995
Modularity : 0.415735
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[378] science,justify [373] justify,transphobia [301] scientific,american [285] stop,using [226] american,sciam [200] using,phony [195] omg,iconic [195] iconic,scientific [195] sciam,knock [195] knock,using Top Word Pairs in Tweet in G1:
[360] science,justify [358] justify,transphobia [220] scientific,american [206] american,sciam [193] omg,iconic [193] iconic,scientific [193] sciam,knock [193] knock,using [193] using,terrible [193] terrible,science Top Word Pairs in Tweet in G2:
[133] bleedinheart2md,_holliver_ [130] _holliver_,sciam [94] stop,using [79] science,intersex [78] pseudo,science [78] seinneann,bleedinheart2md [77] using,pseudo [77] intersex,fight [77] fight,transphobia [77] transphobia,body Top Word Pairs in Tweet in G3:
[17] nytscience,sciencenews [17] sciencenews,sciencemagazine [17] sciencemagazine,sciam [17] sciam,wired [17] wired,wiredscience [11] poolseaardappel,iza_dobrowolska [10] newscientist,sciam [7] sciam,newscientist [6] tictoc,elonmusk [6] elonmusk,tesla Top Word Pairs in Tweet in G4:
[17] scientific,american [14] #sciencereclaimsthewww,#makesciencegreatagain [12] american,brasil [12] #makesciencegreatagain,#science [9] #wissenschaft,#wissen [8] #science,#wissenschaft [5] sciam,opinion [5] cachorros,conseguem [5] conseguem,farejar [5] farejar,câncer Top Word Pairs in Tweet in G5:
[51] way,being [51] being,human [50] another,way [49] aiyana,bailin [49] drpchouinard,m_kelter [49] m_kelter,sciam [48] amazing,piece [48] piece,#neurodiversity [48] #neurodiversity,aiyana [48] bailin,#autism Top Word Pairs in Tweet in G6:
[59] vaccine,doesn [59] doesn,t [58] chickenpox,vaccine [58] t,prevent [58] prevent,pesky [58] pesky,rash [58] rash,sometimes [58] sometimes,leads [58] leads,serious [58] serious,infections Top Word Pairs in Tweet in G7:
[43] see,signature [43] signature,human [43] human,activities [43] activities,global [43] global,drought [43] drought,early [43] early,first [43] first,half [43] half,20th [43] 20th,century Top Word Pairs in Tweet in G8:
[59] maggenerator1,sciam [37] orion7710,sciam [25] orion7710,maggenerator1 [10] maggenerator1,orion7710 [8] sciam,thanks [7] sciam,realdonaldtrump [7] space,time [6] unocha_rosea,uno [6] uno,sciam [6] menstrual,cycle Top Word Pairs in Tweet in G9:
[21] table,salt [20] europa,s [18] s,subsurface [18] subsurface,ocean [18] ocean,contains [18] contains,basic [18] basic,table [18] salt,crucial [18] crucial,ingredient [18] ingredient,cocktail Top Word Pairs in Tweet in G10:
[8] article,somewhat [8] somewhat,long [8] long,quite [8] quite,easy [8] easy,grasp [8] grasp,therefore [8] therefore,astonished [8] astonished,find [8] find,unsuited [7] phalpern,article Top Replied-To in Entire Graph:
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