The graph represents a network of 8,979 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, 12 December 2022 at 23:44 UTC.
The requested start date was Monday, 12 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, 15-hour, 46-minute period from Wednesday, 07 December 2022 at 09:11 UTC to Monday, 12 December 2022 at 00:57 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 : 8979
Unique Edges : 6175
Edges With Duplicates : 10866
Total Edges : 17041
Number of Edge Types : 5
Retweet : 4809
MentionsInRetweet : 6804
Tweet : 1792
Mentions : 2896
Replies to : 740
Self-Loops : 1835
Reciprocated Vertex Pair Ratio : 0.0207052070520705
Reciprocated Edge Ratio : 0.0405703956617795
Connected Components : 1727
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 1831
Maximum Edges in a Connected Component : 4786
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.611988
Graph Density : 0.000123527755202971
Modularity : 0.595411
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,979 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, 12 December 2022 at 23:44 UTC.
The requested start date was Monday, 12 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, 15-hour, 46-minute period from Wednesday, 07 December 2022 at 09:11 UTC to Monday, 12 December 2022 at 00:57 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:
[936] open,science [315] open,access [235] non,rush [228] space,science [217] open,ai [214] lying,disinformation [214] created,extremely [214] science,engine [214] extremely,effective [214] pseudo,science Top Word Pairs in Tweet in G1:
[121] non,rush [117] reflection,paper [117] lf,clients [102] open,rush [102] rush,non [90] reaction,paper [89] write,ups [78] academic,commissions [69] paper,reaction [64] open,science Top Word Pairs in Tweet in G2:
[248] open,science [37] science,day [35] cape,town [27] open,source [27] international,workshop [24] learn,more [23] open,access [21] follow,live [20] needs,open [20] see,more Top Word Pairs in Tweet in G3:
[212] ai,created [212] science,engine [212] pseudo,science [212] open,ai [212] extremely,effective [212] disinformation,pseudo [212] lying,disinformation [212] effective,lying [212] created,extremely [211] ketanj0,open Top Word Pairs in Tweet in G4:
[161] open,science [114] guide,open [114] available,pre [114] using,replication [114] replication,crisis [114] crisis,reform [114] science,using [88] reform,psychologyâ [88] œa,studentâ [88] studentâ,guide Top Word Pairs in Tweet in G5:
[142] continues,vaccine [142] entry,open [142] tourists,countries [142] usa,continues [142] countries,without [142] without,testing [142] vaccine,mandate [142] open,tourists [142] testing,requirements [142] mandate,entry Top Word Pairs in Tweet in G6:
[10] open,discussion [9] open,debate [7] elonmusk,murraymints82 [6] lose,jobs [6] 2020,seen [6] parents,going [6] jobs,over [6] going,2020 [6] science,open [6] know,lose Top Word Pairs in Tweet in G7:
[7] rkdoctr,sidney1st [7] crispycurry,miss_p1_ [7] thhuxley1,gotaq4u [7] serpent210,ravenlove69 [7] jeremyfprice,waitherethen [7] waitherethen,jfayesf [7] ravenlove69,knitman57 [7] debbie25808035,truthwiththord [7] omnimomo,serpent210 [7] gotaq4u,omnimomo Top Word Pairs in Tweet in G8:
[76] death,certificate [76] deaths,covid [76] covid,listed [76] classified,deaths [76] listed,sole [76] covid,classified [76] many,covid [76] sole,cause [76] cause,death [75] another,short Top Word Pairs in Tweet in G9:
[69] ecology,position [69] 18,2023 [69] community,ecology [69] applications,begins [69] position,open [69] 2023,uc [69] assistant,professor [69] review,applications [69] professor,plant [69] plant,community Top Word Pairs in Tweet in G10:
[91] open,science [19] open,access [17] announce,open [17] excited,announce [17] learning,free [17] free,energy [17] access,publication [17] active,learning [17] publication,paper [16] paper,œoptimizing Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: