The graph represents a network of 6,792 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, 18 June 2019 at 14:06 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, 38-minute period from Thursday, 13 June 2019 at 16:22 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 : 6792
Unique Edges : 7951
Edges With Duplicates : 1190
Total Edges : 9141
Number of Edge Types : 3
Mentions : 7460
Tweet : 1222
Replies to : 459
Self-Loops : 1222
Reciprocated Vertex Pair Ratio : 0.027550879136093
Reciprocated Edge Ratio : 0.0536243600107788
Connected Components : 1216
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 2523
Maximum Edges in a Connected Component : 4407
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.206618
Graph Density : 0.000160912411094917
Modularity : 0.809843
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 [191] 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:
[149] open,science [65] synergies,conflicts [62] #openscience,#openinnovation [52] robert,jan [52] jan,smits [47] open,innovation [36] believe,#openscience [36] #openscience,gateway [36] gateway,more [36] more,inclusive 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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