The graph represents a network of 6,423 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 Tuesday, 18 December 2018 at 14:55 UTC.
The requested start date was Tuesday, 18 December 2018 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 22-hour, 11-minute period from Friday, 14 December 2018 at 02:48 UTC to Tuesday, 18 December 2018 at 01:00 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 : 6423
Unique Edges : 8388
Edges With Duplicates : 1700
Total Edges : 10088
Number of Edge Types : 3
Mentions : 8725
Replies to : 305
Tweet : 1058
Self-Loops : 1058
Reciprocated Vertex Pair Ratio : 0.0291943365493046
Reciprocated Edge Ratio : 0.0567324080837594
Connected Components : 1015
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 2564
Maximum Edges in a Connected Component : 5798
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.655153
Graph Density : 0.000199134485016257
Modularity : 0.799873
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[762] open,science [487] difference,between [485] before,exposing [485] exposing,transphobia [485] transphobia,try [485] try,learn [485] learn,difference [485] between,female [485] female,woman [485] woman,miss Top Word Pairs in Tweet in G1:
[70] science,public [70] public,conference [62] held,manmetuni [59] manmetuni,collaboration [45] delighted,announce [45] announce,science [45] conference,sip2019 [45] sip2019,held [44] samillingworth,delighted [27] open,science Top Word Pairs in Tweet in G2:
[485] before,exposing [485] exposing,transphobia [485] transphobia,try [485] try,learn [485] learn,difference [485] difference,between [485] between,female [485] female,woman [485] woman,miss [485] miss,universe Top Word Pairs in Tweet in G3:
[77] open,science [21] now,open [19] data,science [17] open,access [16] open,data [14] science,open [13] royal,society [13] society,open [11] world,s [10] protecting,world Top Word Pairs in Tweet in G4:
[250] 1,5 [250] 5,interested [250] interested,learning [250] learning,collect [250] collect,analyze [250] analyze,social [250] social,media [250] media,data [250] data,using [250] using,topic Top Word Pairs in Tweet in G5:
[222] true,altean [222] altean,queen [222] queen,still [222] still,thriving [222] thriving,out [222] out,fixing [222] fixing,honerva [222] honerva,s [222] s,lotor [222] lotor,s Top Word Pairs in Tweet in G6:
[67] open,science [22] scienceopen,collection [20] open,source [19] article,scienceopen [17] derse19,1st [17] 1st,researchsoftwareengineering [17] researchsoftwareengineering,conference [17] conference,calling [17] calling,contributions [17] contributions,conference Top Word Pairs in Tweet in G7:
[106] open,science [55] science,platform [48] african,open [28] plan,s [25] coar,published [25] published,response [25] response,draft [25] draft,plan [25] s,implementation [25] implementation,guidelines Top Word Pairs in Tweet in G8:
[19] terrymorse,ladyspat1 [19] ladyspat1,miked194765 [19] miked194765,rln_nelson [19] rln_nelson,ethonraptor [19] ethonraptor,bradschrag [19] bradschrag,peterrchristian [19] peterrchristian,sturmlliouville [19] sturmlliouville,chigeorge72 [18] stevesgoddard,terrymorse [5] chigeorge72,stenchjudi Top Word Pairs in Tweet in G9:
[65] researchers,developed [65] developed,elastic [65] elastic,surgical [65] surgical,glue [65] glue,heal [65] heal,open [65] open,wounds [65] wounds,under [65] under,minute [65] minute,more Top Word Pairs in Tweet in G10:
[62] open,science [25] science,public [25] public,engagement [20] new,post [20] post,open [19] stevenhill,new [10] ignasi,labastida [10] na,1 [10] 1,maart [10] maart,2019 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
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: