The graph represents a network of 6,124 Twitter users whose recent tweets contained "open science", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 23:34 UTC.
The tweets in the network were tweeted over the 2025-day, 0-hour, 41-minute period from Friday, 25 August 2017 at 23:19 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6124
Unique Edges : 3627
Edges With Duplicates : 9214
Total Edges : 12841
Number of Edge Types : 9
Retweet : 3345
MentionsInRetweet : 4418
Tweet : 1130
Replies to : 925
MentionsInReplyTo : 2209
Quote : 85
Mentions : 611
MentionsInQuote : 85
MentionsInQuoteReply : 33
Self-Loops : 1498
Reciprocated Vertex Pair Ratio : 0.0306530430919591
Reciprocated Edge Ratio : 0.0594827586206897
Connected Components : 1202
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 2031
Maximum Edges in a Connected Component : 5039
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.245395
Graph Density : 0.000185613601764737
Modularity : 0.545543
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,124 Twitter users whose recent tweets contained "open science", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 23:34 UTC.
The tweets in the network were tweeted over the 2025-day, 0-hour, 41-minute period from Friday, 25 August 2017 at 23:19 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1142] swedish,schools [1122] stayed,open [1120] schools,stayed [1118] open,followed [1117] followed,science [697] science,clear [689] clear,assessment [688] children,little [688] little,risk [688] assessment,children Top Word Pairs in Tweet in G1:
[626] assessment,children [626] schools,stayed [626] science,clear [626] swedish,schools [626] stayed,open [626] children,little [626] open,followed [626] clear,assessment [626] followed,science [626] little,risk Top Word Pairs in Tweet in G2:
[232] stayed,open [231] schools,stayed [230] open,followed [228] swedish,schools [222] followed,science [191] science,anna_ekstrom [145] minister,education [144] schools,open [134] former,minister [115] sweden's,former Top Word Pairs in Tweet in G3:
[99] non,rush [65] rush,comms [62] still,open [56] essay,reflection [56] rush,non [50] open,light [49] lf,client [47] open,rush [47] slide,dm [45] write,ups Top Word Pairs in Tweet in G4:
[93] swedish,schools [69] schools,stayed [69] followed,science [69] stayed,open [69] open,followed [61] gekund,zo [61] zo,gekund [61] science,zo [60] zo,gemoe [60] john_bumblebee,swedish Top Word Pairs in Tweet in G5:
[154] open,rush [153] rush,non [153] non,rush [149] science,write [149] write,ups [101] consistent,honor [101] stem,grad [101] fortes,science [101] student,dean [101] grad,consistent Top Word Pairs in Tweet in G6:
[77] schools,stayed [77] stayed,open [77] followed,science [77] open,followed [77] swedish,schools [73] education,mar2020 [73] sweden,minister [73] mar2020,clear [73] science,sweden [73] minister,education Top Word Pairs in Tweet in G7:
[12] #einstein,#newton [12] podcast,#physics [12] hey,learn [12] minutes,simply [12] simply,having [12] check,podcast [12] #physics,#science [12] few,minutes [12] learn,physics [12] physics,few Top Word Pairs in Tweet in G8:
[50] open,science [9] next,level [9] level,postdoc [9] #openscience,research [9] collaborate,take [9] hiring,collaborate [9] take,#openscience [9] research,next [8] annekezuiderwyk,hiring [7] selected,asbmb Top Word Pairs in Tweet in G9:
[79] completely,wrong [79] lockdown,loonies [79] right,lockdown [79] sweden,right [79] loonies,completely [78] lukejohnsonrcp,sweden [7] schools,stayed [7] stayed,open [7] followed,science [7] open,followed Top Word Pairs in Tweet in G10:
[78] open,followed [78] stayed,open [78] followed,science [78] schools,stayed [78] swedish,schools [74] heytammybruce,swedish 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 G4:
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: