The graph represents a network of 8,943 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, 23 May 2022 at 22:42 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 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 4-day, 17-hour, 20-minute period from Wednesday, 18 May 2022 at 06:39 UTC to Monday, 23 May 2022 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 : 8943
Unique Edges : 6387
Edges With Duplicates : 11043
Total Edges : 17430
Number of Edge Types : 5
Tweet : 1715
Retweet : 4894
MentionsInRetweet : 7203
Replies to : 611
Mentions : 3007
Self-Loops : 1772
Reciprocated Vertex Pair Ratio : 0.0292338709677419
Reciprocated Edge Ratio : 0.0568070519098923
Connected Components : 1696
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 2763
Maximum Edges in a Connected Component : 7596
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.626706
Graph Density : 0.000127675581873649
Modularity : 0.586021
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,943 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, 23 May 2022 at 22:42 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 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 4-day, 17-hour, 20-minute period from Wednesday, 18 May 2022 at 06:39 UTC to Monday, 23 May 2022 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".
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:
[1199] open,science [504] open,access [294] data,science [276] science,team [267] kiit,school [267] school,social [267] social,finance [267] finance,human [267] human,science [267] team,distributed Top Word Pairs in Tweet in G1:
[411] open,science [77] science,tops [75] transform,open [72] subject,matter [71] tops,nasa [71] nasa,nasaearthdata [71] nasaearthdata,curriculum [71] curriculum,development [71] development,team [71] team,theagu Top Word Pairs in Tweet in G2:
[114] lf,commissioner [73] open,science [72] non,rush [64] academic,commission [62] write,ups [62] lf,client [61] open,acad [60] political,science [59] academic,commissions [57] reflection,paper Top Word Pairs in Tweet in G3:
[267] kiit,school [267] school,social [267] social,finance [267] finance,human [267] human,science [267] science,team [267] team,distributed [267] distributed,sports [267] sports,accessories [267] accessories,stationery Top Word Pairs in Tweet in G4:
[29] open,science [24] living,planet [22] planet,symposium [11] next,week [10] gt,lt [10] esa_eo,eo_open_science [9] esa_eo,involved [9] involved,future [9] future,#eo [9] #eo,open Top Word Pairs in Tweet in G5:
[190] massive,open [189] open,online [189] online,course [189] course,overview [189] overview,space [189] space,science [189] science,technology [188] isro,conducts [188] conducts,massive [188] technology,school Top Word Pairs in Tweet in G6:
[103] developmental,science [67] open,developmental [67] science,overview [66] annotated,reading [64] reading,list [63] overview,annotated [62] paper,open [62] list,infant [62] infant,child [62] child,development Top Word Pairs in Tweet in G7:
[96] open,debate [95] debate,science [95] science,without [94] much,concern [94] concern,open [94] without,draseemmalhotra [94] draseemmalhotra,making [93] alanvibe,much [52] speakers,globe [52] globe,over Top Word Pairs in Tweet in G8:
[46] open,science [24] janet,thornton [19] dame,janet [17] congratulations,prof [17] prof,dame [17] thornton,winning [17] winning,first [17] first,febsnews [17] febsnews,#openscience [17] #openscience,award Top Word Pairs in Tweet in G9:
[117] official,reconstruction [117] reconstruction,#shuri [117] #shuri,lab [117] lab,set [117] set,#blackpanther [117] #blackpanther,open [117] open,gallery [117] gallery,london's [117] london's,science [115] mcu_direct,official Top Word Pairs in Tweet in G10:
[3] fvckyourfear,krebiozen [2] provaxtexan,skepticalmutant [2] jameslynchgtc,ang__johnson [2] open,debate [2] andrewlazarus4,aspalaasnasntyr [2] alex_on_a14,isthisnetaken [2] malo_j,tryingmypatient [2] tryingmypatient,chimera414 [2] chimera414,itisjustmebabe [2] diar380,realshocks 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 G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: