The graph represents a network of 6,784 Twitter users whose tweets in the requested range contained "open science", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 15:09 UTC.
The requested start date was Tuesday, 19 February 2019 at 01:01 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 3-day, 20-hour, 54-minute period from Thursday, 14 February 2019 at 22:41 UTC to Monday, 18 February 2019 at 19:36 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 : 6784
Unique Edges : 8562
Edges With Duplicates : 1991
Total Edges : 10553
Number of Edge Types : 3
Tweet : 1330
Mentions : 8767
Replies to : 456
Self-Loops : 1330
Reciprocated Vertex Pair Ratio : 0.0259658805820371
Reciprocated Edge Ratio : 0.0506174348942414
Connected Components : 1280
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 2015
Maximum Edges in a Connected Component : 4402
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.061492
Graph Density : 0.000177743018756659
Modularity : 0.771861
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[507] open,science [334] now,open [252] milky,way [247] billion,years [244] end,milky [244] way,know [244] know,come [244] years,ahead [244] ahead,schedule [243] come,few Top Word Pairs in Tweet in G1:
[27] open,science [26] check,out [22] two,days [19] aaasmtg,scicomm [18] science,communication [18] aaasmtg,aaas2019 [17] aaas2019,scicomm [16] science,scicomm [15] hey,aaasmtg [15] open,access Top Word Pairs in Tweet in G2:
[111] open,science [41] drug,discovery [39] science,model [39] model,drug [39] discovery,expands [38] neurodegenerative,diseases [37] expands,neurodegenerative [34] now,open [34] open,access [19] royal,society Top Word Pairs in Tweet in G3:
[6] jcvampuk,lalanamour [6] thinkytexan,beastcoaster91 [6] createdin6days,blairbrown [6] blairbrown,michellenewday [6] michellenewday,justin_tense86 [6] dabauz,rholftroy [6] rholftroy,michellmybell1 [6] michellmybell1,daccampofamily [6] daccampofamily,atheisticdragon [6] atheisticdragon,pjlegba Top Word Pairs in Tweet in G4:
[244] milky,way [241] end,milky [241] way,know [241] know,come [241] come,few [241] few,billion [241] billion,years [241] years,ahead [241] ahead,schedule [241] schedule,nbcnewsmach Top Word Pairs in Tweet in G5:
[4] open,science [4] paulroundy1,theresphysics [4] polanimalaus,rasputi84556755 [4] rasputi84556755,djdubya3 [4] djdubya3,bobkerns [4] bobkerns,barbaramck42 [4] barbaramck42,mlbinwa [4] mlbinwa,audif1 [4] audif1,sueytonius [4] sueytonius,kctaz Top Word Pairs in Tweet in G6:
[46] annasvrn,peerjpreprints [46] oatp,scigeist [41] peerjpreprints,michstrin [41] michstrin,cabellspublish [41] cabellspublish,fwfopenaccess [40] fwfopenaccess,oatp [34] scigeist,science_open [31] open,science [31] martin_eve,annasvrn [28] nicolamlow,dhuerlimann Top Word Pairs in Tweet in G7:
[46] ve,three [46] three,posts [46] posts,advertised [46] advertised,lecturer [46] lecturer,professor [46] professor,looking [46] looking,inspiring [46] inspiring,people [46] people,interesting [46] interesting,new Top Word Pairs in Tweet in G8:
[39] ve,advocate [39] advocate,leader [39] leader,reproducibility [39] reproducibility,evidenced [39] evidenced,open [39] open,code [39] code,papers [39] papers,courses [39] courses,25 [39] 25,year Top Word Pairs in Tweet in G9:
[88] open,question [88] question,given [88] given,davidlammy [88] davidlammy,s [88] s,recent [88] recent,tweet [88] tweet,saying [88] saying,50 [88] 50,note [88] note,minority Top Word Pairs in Tweet in G10:
[42] now,open [42] open,wcsj2019eu [33] registration,now [33] wcsj2019eu,wcsj2019 [33] jnjnews,bertarelli_fdn [27] wfsj,registration [27] wcsj2019,sponsors [27] sponsors,jnjnews [27] bertarelli_fdn,europeancom [25] science,journalists 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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Top Tweeters in G10: