The graph represents a network of 6,710 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, 15 January 2019 at 15:08 UTC.
The requested start date was Tuesday, 15 January 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, 7-hour, 45-minute period from Friday, 11 January 2019 at 17:14 UTC to Tuesday, 15 January 2019 at 01:00 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 : 6710
Unique Edges : 8207
Edges With Duplicates : 1577
Total Edges : 9784
Number of Edge Types : 3
Mentions : 8045
Tweet : 1329
Replies to : 410
Self-Loops : 1329
Reciprocated Vertex Pair Ratio : 0.0263753829758892
Reciprocated Edge Ratio : 0.0513951979234263
Connected Components : 1308
Single-Vertex Connected Components : 577
Maximum Vertices in a Connected Component : 2040
Maximum Edges in a Connected Component : 3644
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.316591
Graph Density : 0.00017115607990601
Modularity : 0.798901
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[472] open,science [449] milky,way [425] end,milky [425] way,know [425] know,come [425] come,few [425] few,billion [425] billion,years [425] years,ahead [425] ahead,schedule Top Word Pairs in Tweet in G1:
[139] open,fires [132] wood,burners [128] burners,open [128] fires,face [127] face,restrictions [124] restrictions,new [124] clean,air [122] new,clean [122] air,plan [57] open,science Top Word Pairs in Tweet in G2:
[15] open,science [13] check,out [13] science,scicomm [13] scicomm,piece [11] tokeneureka,ico [11] new,conversationus [11] conversationus,piece [11] piece,new [11] new,scicomm [11] piece,waronscience Top Word Pairs in Tweet in G3:
[341] milky,way [333] end,milky [333] way,know [333] know,come [333] come,few [333] few,billion [333] billion,years [333] years,ahead [333] ahead,schedule [325] nbcnews,end Top Word Pairs in Tweet in G4:
[70] quantitative,science [69] open,access [61] editorial,board [60] new,open [59] science,studies [54] j,informetrics [54] access,journal [50] comments,resignation [50] resignation,j [50] informetrics,editorial Top Word Pairs in Tweet in G5:
[16] climateofgavin,michaelemann [15] gavin_cawley,theresphysics [15] theresphysics,ec_kosters [15] ec_kosters,6esm [15] 6esm,bradschrag [15] bradschrag,rarohde [15] rarohde,climateofgavin [15] michaelemann,pointing [14] baerbelw,gavin_cawley [14] pointing,potentia Top Word Pairs in Tweet in G6:
[123] 6,years [123] years,ago [123] ago,moocs [123] moocs,massive [123] massive,open [123] open,online [123] online,courses [123] courses,supposed [123] supposed,big [123] big,disruption Top Word Pairs in Tweet in G7:
[66] open,science [20] science,without [20] without,kindness [20] kindness,mindfulness [20] mindfulness,power [20] power,structures [20] structures,open [20] open,privileged [20] privileged,powerful [20] powerful,iow Top Word Pairs in Tweet in G8:
[84] postdoc,positions [84] positions,machine [84] machine,learning [84] learning,network [84] network,science [84] science,open [84] open,group [84] group,stanford [84] stanford,please [84] please,apply Top Word Pairs in Tweet in G9:
[27] open,science [11] check,out [10] re,proud [10] proud,support [10] support,open [10] science,including [10] including,preprints [10] preprints,check [10] out,top [10] top,2018 Top Word Pairs in Tweet in G10:
[30] open,science [19] 28,01 [13] people,live [13] live,stream [13] stream,science [13] science,online [13] online,twitch [13] twitch,people [13] people,even [13] even,want Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: