The graph represents a network of 9,176 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 Monday, 26 December 2022 at 23:42 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 12-hour, 45-minute period from Monday, 19 December 2022 at 12:15 UTC to Monday, 26 December 2022 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 : 9176
Unique Edges : 6153
Edges With Duplicates : 10953
Total Edges : 17106
Number of Edge Types : 5
Retweet : 4551
MentionsInRetweet : 6090
Tweet : 2034
Replies to : 794
Mentions : 3637
Self-Loops : 2120
Reciprocated Vertex Pair Ratio : 0.0255509421909933
Reciprocated Edge Ratio : 0.0498287137963251
Connected Components : 1998
Single-Vertex Connected Components : 773
Maximum Vertices in a Connected Component : 1631
Maximum Edges in a Connected Component : 4187
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.523079
Graph Density : 0.000114420036631516
Modularity : 0.581091
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,176 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 Monday, 26 December 2022 at 23:42 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 12-hour, 45-minute period from Monday, 19 December 2022 at 12:15 UTC to Monday, 26 December 2022 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[635] open,science [545] open,access [433] shutting,down [432] science,back [432] provide,science [431] destroy,small [431] decisions,destroy [431] keriksenv2,provide [431] back,decisions [431] small,businesses Top Word Pairs in Tweet in G1:
[117] open,science [110] non,rush [102] lf,clients [99] rush,non [91] reflection,paper [90] open,rush [82] academic,commissions [77] write,ups [76] reaction,paper [68] lf,client Top Word Pairs in Tweet in G2:
[157] open,science [20] editorial,board [20] plosone,editorial [20] journal,publishing [20] #openscience,journal [20] join,plosone [20] excited,join [20] publishing,trusted [20] trusted,research [19] 200,subject Top Word Pairs in Tweet in G3:
[432] provide,science [431] shutting,down [431] keriksenv2,provide [431] destroy,small [431] science,back [431] small,businesses [431] decisions,destroy [431] businesses,shutting [431] back,decisions [3] jimmy,lai Top Word Pairs in Tweet in G4:
[289] political,science [238] topic,25 [238] hiring,oslo [238] 75,research [238] oslo,open [238] postdoc,political [238] teaching,75 [238] open,call [238] 25,teaching [238] science,topic Top Word Pairs in Tweet in G5:
[11] scientiapercept,drsly16 [10] philbrown62,jatapps [10] illmakelamb,repenthell [10] repenthell,haircutspock [10] bumpus_lumpus,robburdack [10] garygm9999,rlalbrechttroy [10] raven4212,heathenwombat [10] ithoughtiwas_u,awenature_ [10] kraegkust,briannazarenus [10] ei9iw,leanneaf Top Word Pairs in Tweet in G6:
[158] articles,published [108] science,open [107] making,science [90] million,scholarly [90] thanks,million [90] community,making [90] scholarly,community [90] open,access [89] open,000 [89] 000,open Top Word Pairs in Tweet in G7:
[6] anti,science [5] anti,propaganda [5] open,academic [5] wel,anti [5] zeggen,wetenschap [5] neiltyson,elonmusk [5] niemand,anti [5] alles,wat [5] wetenschappers,zeggen [5] wat,wetenschappers Top Word Pairs in Tweet in G8:
[2] diminishing,human [2] mann,jh [2] vs,michael [2] twitter,world [2] human,impact [2] criticism,pipeline [2] hansen,vs [2] michael,mann [2] science,told [2] jh,twitter Top Word Pairs in Tweet in G9:
[36] open,science [27] online,conference [27] open,unesco [27] together,experts [27] conference,conference [27] registration,open [27] conference,bring [27] iwra,online [27] unesco,iwra [27] bring,together Top Word Pairs in Tweet in G10:
[57] rank,ecology [57] data,science [57] looking,professor [57] ecology,data [57] job,alert [57] professor,open [57] alert,university [57] open,rank [57] helsinki,looking [57] university,helsinki Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: