The graph represents a network of 6,078 Twitter users whose recent tweets contained "open science", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 23:35 UTC.
The tweets in the network were tweeted over the 1318-day, 22-hour, 22-minute period from Friday, 28 June 2019 at 02:36 UTC to Monday, 06 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6078
Unique Edges : 3973
Edges With Duplicates : 9125
Total Edges : 13098
Number of Edge Types : 9
Retweet : 3085
MentionsInRetweet : 4138
Mentions : 810
MentionsInReplyTo : 2500
Replies to : 889
Quote : 98
Tweet : 1419
MentionsInQuote : 95
MentionsInQuoteReply : 64
Self-Loops : 2042
Reciprocated Vertex Pair Ratio : 0.0373606507984333
Reciprocated Edge Ratio : 0.0720302062155097
Connected Components : 1261
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 1471
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.620316
Graph Density : 0.000186430552345048
Modularity : 0.542384
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,078 Twitter users whose recent tweets contained "open science", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 23:35 UTC.
The tweets in the network were tweeted over the 1318-day, 22-hour, 22-minute period from Friday, 28 June 2019 at 02:36 UTC to Monday, 06 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : open science
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[448] open,science [238] non,rush [220] science,open [211] data,science [176] open,source [173] 10th,anniversary [171] favorite,japanese [171] celebrating,10th [171] anniversary,one [171] founded,euyoung Top Word Pairs in Tweet in G1:
[182] non,rush [135] lf,client [115] rush,non [112] still,open [105] open,source [105] lf,clients [103] open,light [103] data,science [98] dm,inquiries [96] rush,comms Top Word Pairs in Tweet in G2:
[102] open,science [52] science,conference [43] 3rd,open [29] undesa,unesco [27] unesco,kicks [27] conference,organized [27] less,week [27] before,3rd [27] organized,unlibrary [27] unlibrary,undesa Top Word Pairs in Tweet in G3:
[171] celebrating,10th [171] one,favorite [171] founded,euyoung [171] favorite,japanese [171] animation,studio [171] anniversary,one [171] euyoung,choi [171] studio,founded [171] science,saru [171] japanese,animation Top Word Pairs in Tweet in G4:
[118] officials,smash [118] beliefs,lucky [118] smash,open [118] #science,pursue [118] charms,isro [118] uphold,beliefs [118] each,uphold [118] lucky,charms [118] isro,officials [118] pursue,each Top Word Pairs in Tweet in G5:
[2] johnson_wrjohn1,markp1950 [2] lofaypeter,tom575935021 [2] jurasskick,atomskssanakan [2] data79504085,veritatem2021 [2] itstheatmospher,anvndarnamn5 [2] michael71718318,zombiepiano [2] j0aquim_b4rb0s4,sky48115666 [2] tomwhatsoeverb,wernerreinhard5 [2] denisdaly,ceist8 [2] aristotlemrs,s_d_mannix Top Word Pairs in Tweet in G6:
[124] pd,make [124] another,leftist [124] make,wall [124] idiot,pd [124] understand,history [124] stmts,doesn [124] leftist,idiot [124] wall,untrue [124] doesn,understand [124] untrue,stmts Top Word Pairs in Tweet in G7:
[120] funding,women [120] ladies,apply [120] enroll,stem [120] apply,enroll [120] university,trento [120] full,funding [120] courses,science [120] science,tech [120] stem,courses [120] trento,giving Top Word Pairs in Tweet in G8:
[70] open,science [39] journals,responded [39] including,awarding [39] responded,replicability [39] science,including [39] academic,journals [39] replicability,crisis [39] crisis,promoting [39] promoting,open [38] awarding,badge Top Word Pairs in Tweet in G9:
[74] wob,dossier [74] trust,science [74] dossier,trust [72] 'trust,science' [71] trust,kwakzalvers [71] science,niks [71] niks,'trust [71] kwakzalvers,#omt [71] science',trust [70] john_bumblebee,wob Top Word Pairs in Tweet in G10:
[77] #job,alert [77] position,open [77] developing,biodiversity [77] indicators,science [77] #academictwitter,years [77] biodiversity,indicators [77] #postdoc,position [77] years,#postdoc [77] open,developing [77] alert,#academictwitter Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: