The graph represents a network of 6,534 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, 11 September 2019 at 14:18 UTC.
The requested start date was Tuesday, 10 September 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 3-day, 4-hour, 1-minute period from Friday, 06 September 2019 at 19:58 UTC to Tuesday, 10 September 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 : 6534
Unique Edges : 8230
Edges With Duplicates : 1052
Total Edges : 9282
Number of Edge Types : 3
Mentions : 7836
Tweet : 1008
Replies to : 438
Self-Loops : 1008
Reciprocated Vertex Pair Ratio : 0.0171152338646459
Reciprocated Edge Ratio : 0.0336544637122672
Connected Components : 1052
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 2956
Maximum Edges in a Connected Component : 5258
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.406002
Graph Density : 0.000182375639843321
Modularity : 0.826126
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[758] open,letter [610] orbiting,around [468] science,technology [411] open,science [399] minister,science [355] letter,pakistan [355] pakistan,minister [338] ch,fawad [330] technology,ch [328] pakistani,minister Top Word Pairs in Tweet in G1:
[705] open,letter [542] orbiting,around [398] science,technology [383] minister,science [323] ch,fawad [321] technology,ch [321] letter,pakistan [321] pakistan,minister [319] pakistani,minister [318] letter,pakistani Top Word Pairs in Tweet in G2:
[19] check,out [18] open,science [13] science,communication [11] looking,forward [11] find,out [10] #scifi,#scicomm [10] plain,language [10] language,summary [10] social,media [9] lara,wagner Top Word Pairs in Tweet in G3:
[33] open,science [25] open,source [18] access,open [17] data,science [17] northrop,grumman [17] grumman,s [16] teachers,nationwide [16] nationwide,now [16] now,access [16] source,science Top Word Pairs in Tweet in G4:
[4] mikeh_maplegrov,jjforamerica1 [4] climate,change [3] _miraju,cromwellstuff [3] cromwellstuff,dawntj90 [3] dawntj90,caragraesser [3] caragraesser,user160275438 [3] user160275438,greensat1 [3] greensat1,asinister [3] asinister,91996340e81d45a [3] 91996340e81d45a,over400ppm Top Word Pairs in Tweet in G5:
[171] space,deep [171] deep,science [171] science,extremely [171] extremely,difficult [171] difficult,complicated [171] complicated,seems [171] seems,#vikramlander [171] #vikramlander,near [171] near,2 [171] 2,1 Top Word Pairs in Tweet in G6:
[110] open,science [30] found,out [30] out,theme [30] theme,year's [30] year's,unesco [30] unesco,world [30] world,science [30] science,day [30] day,peace [30] peace,development Top Word Pairs in Tweet in G7:
[98] malware,analysis [98] between,fireeye [97] check,out [97] out,new [97] new,malware [97] analysis,tool [97] tool,stringsifter [97] stringsifter,joint [97] joint,effort [97] effort,between Top Word Pairs in Tweet in G8:
[4] want,2 [3] shrekthepunk,jukieisme [3] jukieisme,hindleydan [3] hindleydan,boodacat2020 [3] boodacat2020,misscalliecat [3] misscalliecat,vickie627 [3] vickie627,poshmepretty [3] poshmepretty,tomag49 [3] tomag49,mrfly187 [2] dogsbcool,shrekthepunk Top Word Pairs in Tweet in G9:
[54] open,science [23] very,happy [23] happy,announce [23] announce,commentary [23] commentary,cuddy [23] cuddy,et [23] et,2018 [23] 2018,power [23] power,pose [23] pose,p Top Word Pairs in Tweet in G10:
[57] more,mad [57] mad,science [57] science,wanting [57] wanting,commercialize [57] commercialize,dna [57] dna,synthesis [57] synthesis,claiming [57] claiming,open [57] open,biology [56] 99freemind,more Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: