The graph represents a network of 9,079 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, 19 December 2022 at 23:42 UTC.
The requested start date was Monday, 19 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 4-day, 17-hour, 55-minute period from Wednesday, 14 December 2022 at 06:57 UTC to Monday, 19 December 2022 at 00:52 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 : 9079
Unique Edges : 5964
Edges With Duplicates : 10835
Total Edges : 16799
Number of Edge Types : 5
Retweet : 4843
MentionsInRetweet : 6466
Replies to : 775
Mentions : 2970
Tweet : 1745
Self-Loops : 1828
Reciprocated Vertex Pair Ratio : 0.022436569511428
Reciprocated Edge Ratio : 0.0438884331419196
Connected Components : 1728
Single-Vertex Connected Components : 632
Maximum Vertices in a Connected Component : 3011
Maximum Edges in a Connected Component : 7214
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.573525
Graph Density : 0.000118321998954563
Modularity : 0.591722
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,079 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, 19 December 2022 at 23:42 UTC.
The requested start date was Monday, 19 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 4-day, 17-hour, 55-minute period from Wednesday, 14 December 2022 at 06:57 UTC to Monday, 19 December 2022 at 00:52 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:
[775] open,science [582] open,letter [570] scientists,signed [570] signed,open [569] 150,scientists [569] cop15,incl [569] phds,published [569] 40,profs [569] incl,40 [569] profs,80 Top Word Pairs in Tweet in G1:
[126] non,rush [116] reflection,paper [111] open,rush [109] rush,non [108] lf,clients [98] reaction,paper [94] write,ups [87] academic,commissions [87] open,science [72] paper,reaction Top Word Pairs in Tweet in G2:
[564] signed,open [564] cop15,incl [564] profs,80 [564] open,letter [564] letter,cop15 [564] phds,published [564] 80,phds [564] 150,scientists [564] scientists,signed [564] 40,profs Top Word Pairs in Tweet in G3:
[312] open,science [39] science,indicators [28] indicators,dataset [28] first,open [24] action,plan [24] open,source [21] national,#openscience [21] #openscience,action [18] measure,success [18] government,ukraine Top Word Pairs in Tweet in G4:
[233] car,accident [233] america,more [233] drive,slower [233] people,need [233] unvaccinated,america [233] unvaccinated,people [233] accident,unvaccinated [233] need,counseled [233] counseled,drive [233] more,car Top Word Pairs in Tweet in G5:
[194] key,recognize [194] stop,doing [194] dead,end [194] doing,take [194] medical,science [194] science,fail [194] recognize,dead [194] quickly,stop [194] time,key [194] fail,time Top Word Pairs in Tweet in G6:
[9] science,tech [8] shape,fake [8] world,maps [8] lied,abt [8] fake,gods [8] nasa,climate [8] gods,fake [8] preserved,god [8] cudnt,alter [8] abt,history Top Word Pairs in Tweet in G7:
[167] university,offering [167] offering,beginner [167] programming,open [167] open,harvard [167] harvard,university [167] programming,computer [167] beginner,friendly [167] friendly,programming [166] computer,scienc [166] python_spaces,programming Top Word Pairs in Tweet in G8:
[132] articles,published [79] become,first [79] mdpi,become [79] milestone,one [79] first,#openaccess [79] #openaccess,publisher [79] million,articles [79] publisher,reach [79] one,million [79] reach,milestone Top Word Pairs in Tweet in G9:
[5] rkdoctr,sidney1st [5] crispycurry,miss_p1_ [5] thhuxley1,gotaq4u [5] serpent210,ravenlove69 [5] jeremyfprice,waitherethen [5] ravenlove69,knitman57 [5] debbie25808035,truthwiththord [5] omnimomo,serpent210 [5] mucusmucous,rkdoctr [5] gotaq4u,omnimomo Top Word Pairs in Tweet in G10:
[4] narvuntien,geoff4273 [4] alamerqld,cieloyla [4] no2wind,roypentland [4] brknman,narvuntien [4] osprey0,alamerqld [4] roypentland,brknman [4] cieloyla,no2wind [4] rustyaway,damienhamilto17 [4] damienhamilto17,osprey0 [3] geoff4273,barba Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: