The graph represents a network of 9,703 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, 10 May 2021 at 21:40 UTC.
The requested start date was Monday, 10 May 2021 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, 1-hour, 42-minute period from Wednesday, 05 May 2021 at 22:08 UTC to Sunday, 09 May 2021 at 23:51 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 : 9703
Unique Edges : 6070
Edges With Duplicates : 11512
Total Edges : 17582
Number of Edge Types : 5
Replies to : 890
Retweet : 5443
MentionsInRetweet : 7398
Mentions : 2745
Tweet : 1106
Self-Loops : 1171
Reciprocated Vertex Pair Ratio : 0.0147030742791675
Reciprocated Edge Ratio : 0.0289800526910049
Connected Components : 1515
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 3723
Maximum Edges in a Connected Component : 8428
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.630468
Graph Density : 0.000112897478955105
Modularity : 0.612543
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,703 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, 10 May 2021 at 21:40 UTC.
The requested start date was Monday, 10 May 2021 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, 1-hour, 42-minute period from Wednesday, 05 May 2021 at 22:08 UTC to Sunday, 09 May 2021 at 23:51 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:
[617] open,science [387] sci,hub [379] alexandra,founder [379] founder,sci [379] hub,stem [379] stem,sci [379] sci,comm [379] comm,legend [379] legend,owe [379] owe,tremendous Top Word Pairs in Tweet in G1:
[34] open,science [29] open,access [25] data,science [18] open,source [17] science,open [12] free,open [12] covid,19 [11] open,schools [10] computer,science [10] follow,science Top Word Pairs in Tweet in G2:
[204] klares,votum [204] votum,israel [204] israel,gegen [204] gegen,schulöffnungen [204] schulöffnungen,solange [204] solange,kinder [204] kinder,geimpft [204] geimpft,israel [204] israel,hält [204] hält,schulöffnungen Top Word Pairs in Tweet in G3:
[381] sci,hub [378] alexandra,founder [378] founder,sci [378] hub,stem [378] stem,sci [378] sci,comm [378] comm,legend [378] legend,owe [378] owe,tremendous [378] tremendous,debt Top Word Pairs in Tweet in G4:
[119] open,science [39] game,design [39] design,things [38] #nerd,stuff [38] stuff,#science [38] #science,#tech [38] #tech,#gaming [38] #gaming,#gamedev [38] #gamedev,game [34] things,#popculture Top Word Pairs in Tweet in G5:
[100] open,science [47] decision,many [47] many,countries [47] countries,call [47] call,lifting [47] lifting,patent [47] patent,protection [46] protection,#covid19 [28] unesco,recommendation [27] #covid19,vaccines Top Word Pairs in Tweet in G6:
[283] open,letter [283] letter,physicians [283] physicians,universities [283] universities,allow [283] allow,students [283] students,back [283] back,without [283] without,covid [283] covid,vaccine [283] vaccine,mandate Top Word Pairs in Tweet in G7:
[211] school,closures [211] closures,basis [211] basis,science [211] science,hurting [211] hurting,economy [211] economy,biden [211] biden,energy [211] energy,sec [211] sec,complaining [210] gopchairwoman,school Top Word Pairs in Tweet in G8:
[54] open,outdoor [46] science,table [45] outdoor,activities [36] listen,science [36] follow,science [31] science,open [23] fordnation,open [22] golf,courses [20] open,golf [16] allow,people Top Word Pairs in Tweet in G9:
[203] article,published [203] published,please [203] please,read [203] read,open [203] open,mind [203] mind,_the [203] _the,science [203] science,reading [203] reading,progresses [203] progresses,communicating Top Word Pairs in Tweet in G10:
[42] human,rights [38] eliminate,basic [38] basic,human [38] rights,politicians [38] politicians,enslave [38] enslave,punish [38] punish,humanity [37] humanity,having [37] having,great [37] great,success Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: