The graph represents a network of 6,219 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 23:34 UTC.
The tweets in the network were tweeted over the 1784-day, 12-hour, 39-minute period from Monday, 16 April 2018 at 12:20 UTC to Monday, 06 March 2023 at 01:00 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 : 6219
Unique Edges : 3583
Edges With Duplicates : 9280
Total Edges : 12863
Number of Edge Types : 9
Retweet : 2788
MentionsInRetweet : 3592
Tweet : 1520
Replies to : 1338
MentionsInReplyTo : 2654
Quote : 125
MentionsInQuote : 66
Mentions : 745
MentionsInQuoteReply : 35
Self-Loops : 2011
Reciprocated Vertex Pair Ratio : 0.0390874282067645
Reciprocated Edge Ratio : 0.0752341470904345
Connected Components : 1318
Single-Vertex Connected Components : 448
Maximum Vertices in a Connected Component : 653
Maximum Edges in a Connected Component : 1327
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.892692
Graph Density : 0.000168426259476983
Modularity : 0.530357
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,219 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 23:34 UTC.
The tweets in the network were tweeted over the 1784-day, 12-hour, 39-minute period from Monday, 16 April 2018 at 12:20 UTC to Monday, 06 March 2023 at 01:00 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:
[652] data,science [643] computer,science [598] science,data [584] free,courses [584] harvard,university [584] learn,computer [583] free,online [583] science,free [583] online,courses [582] offering,free Top Word Pairs in Tweet in G1:
[579] free,courses [577] harvard,university [577] free,online [577] learn,computer [577] data,science [577] computer,science [577] university,offering [577] offering,free [577] courses,learn [577] science,data Top Word Pairs in Tweet in G2:
[117] lf,client [91] non,rush [83] academic,commissions [75] math,science [74] client,academic [73] essay,research [72] open,rush [71] rush,non [71] science,english [58] open,science Top Word Pairs in Tweet in G3:
[369] open,rush [366] rush,non [366] non,rush [354] write,ups [351] science,write [307] stem,grad [305] consistent,honor [305] fortes,science [305] student,dean [305] student,nurse Top Word Pairs in Tweet in G4:
[119] open,science [51] science,portal [36] launched,open [36] portal,makes [36] makes,easier [36] emit,launched [36] easier,access [36] mission's,data [36] access,use [36] use,mission's Top Word Pairs in Tweet in G5:
[4] brknman,narvuntien [4] roypentland,brknman [4] osprey0,alamerqld [4] narvuntien,geoff4273 [4] damienhamilto17,osprey0 [4] no2wind,roypentland [4] cieloyla,no2wind [4] rustyaway,damienhamilto17 [4] alamerqld,cieloyla [3] friendsoscience,rustyaway Top Word Pairs in Tweet in G6:
[62] open,letter [57] listen,science [57] scientists,experts [57] government,listen [42] 118,scientists [39] letter,calling [39] calling,government [39] coal,gas [34] gas,projects [33] science,hear Top Word Pairs in Tweet in G7:
[6] science,open [5] elonmusk,richarddawkins [4] western,science [3] grandmother,told [3] open,heart [3] left,contact [3] monkeyking67,looking [3] surgery,walked [3] five15design,elonmusk [3] conversation,compare Top Word Pairs in Tweet in G8:
[39] open,djokovic [39] person,associated [39] deserves,scorned [39] scorned,noted [39] single,person [39] associated,deserves [39] noted,open [38] gregbradyto,single [22] failed,wasted [22] years,utterly Top Word Pairs in Tweet in G9:
[30] open,science [22] non,profit [21] last,24 [21] mailed,flan [21] hours,eleutherai [21] weights,mailed [21] eleutherai,announced [21] 65b,weights [21] 24,hours [21] llama,65b Top Word Pairs in Tweet in G10:
[44] open,day [11] departments,iiscbangalore [11] visit,campus [11] today,9am [11] campus,today [11] 9am,onwards [11] science,lovers [11] onwards,open [11] come,visit [11] over,bengaluru Top Replied-To in Entire Graph:
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 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: