The graph represents a network of 6,791 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 Wednesday, 19 June 2019 at 14:07 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 4-day, 7-hour, 35-minute period from Thursday, 13 June 2019 at 16:25 UTC to Tuesday, 18 June 2019 at 00:01 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 : 6791
Unique Edges : 7950
Edges With Duplicates : 1190
Total Edges : 9140
Number of Edge Types : 3
Mentions : 7458
Tweet : 1223
Replies to : 459
Self-Loops : 1223
Reciprocated Vertex Pair Ratio : 0.0275585099016757
Reciprocated Edge Ratio : 0.0536388140161725
Connected Components : 1217
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 2520
Maximum Edges in a Connected Component : 4404
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.21139
Graph Density : 0.000160916434273986
Modularity : 0.810565
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[666] open,science [233] now,open [208] data,science [192] open,access [172] black,pigeon [171] open,source [171] amazing,teamyoutube [171] teamyoutube,systematically [171] systematically,ban [171] ban,demonetize Top Word Pairs in Tweet in G1:
[24] open,science [22] check,out [12] looking,forward [11] don,t [11] phd,student [11] #scicomm,#science [10] find,out [8] plain,language [8] language,summary [8] here,s Top Word Pairs in Tweet in G2:
[52] open,science [30] data,science [30] click,link [30] link,bio [30] bio,see [30] see,currently [30] currently,open [30] open,access [26] science,jobs [23] open,biotech Top Word Pairs in Tweet in G3:
[127] open,science [65] synergies,conflicts [62] #openscience,#openinnovation [52] robert,jan [52] jan,smits [47] open,innovation [33] conflicts,between [33] between,#openscience [33] #openinnovation,standard [33] standard,#ipr Top Word Pairs in Tweet in G4:
[9] object,calling [9] calling,internet [9] internet,conversation [9] conversation,science [9] science,debate [9] debate,debate [9] debate,#climatechange [8] science,settled [8] settled,alarmists [8] alarmists,pretend Top Word Pairs in Tweet in G5:
[5] wintersfalt,nm_rocker [3] schmoop0521,the_newty [3] the_newty,skot777 [3] skot777,simimark03 [3] simimark03,takethatdarwin [3] takethatdarwin,bootsrnecessary [3] yorksfromhome,blueprint_371 [3] blueprint_371,kissmyhitchens [3] kissmyhitchens,tvictorinus [3] tvictorinus,stejwill Top Word Pairs in Tweet in G6:
[171] amazing,teamyoutube [171] teamyoutube,systematically [171] systematically,ban [171] ban,demonetize [171] demonetize,lgbt [171] lgbt,creators [171] creators,specifically [171] specifically,restore [171] restore,black [171] black,pigeon Top Word Pairs in Tweet in G7:
[43] open,science [28] thesis',literature [28] literature,review [28] review,counted [28] counted,60 [28] 60,published [28] published,systematic [28] systematic,reviews [28] reviews,meta [28] meta,analyses Top Word Pairs in Tweet in G8:
[139] pro,lifers [139] lifers,please [139] please,refrain [139] refrain,insulting [139] insulting,pro [139] pro,choicers [139] choicers,line [139] line,prolife [139] prolife,values [139] values,prove Top Word Pairs in Tweet in G9:
[42] call,workshop [42] workshop,hackathon [42] hackathon,discussion [42] discussion,group [42] group,proposals [42] proposals,posters [42] posters,aimos [42] aimos,association [42] association,interdisciplinary [42] interdisciplinary,metaresearch Top Word Pairs in Tweet in G10:
[23] open,access [19] open,science [15] open,research [15] article,#scienceopen [14] collaborative,science [14] science,2 [14] 2,0 [14] 0,open [13] science,policy [13] policy,under 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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