The graph represents a network of 6,781 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, 26 March 2019 at 14:06 UTC.
The requested start date was Tuesday, 26 March 2019 at 00:01 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 4-day, 1-hour, 21-minute period from Thursday, 21 March 2019 at 22:38 UTC to Tuesday, 26 March 2019 at 00:00 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 : 6781
Unique Edges : 8364
Edges With Duplicates : 1742
Total Edges : 10106
Number of Edge Types : 3
Tweet : 1351
Mentions : 8325
Replies to : 430
Self-Loops : 1351
Reciprocated Vertex Pair Ratio : 0.029769609112089
Reciprocated Edge Ratio : 0.0578179989944696
Connected Components : 1264
Single-Vertex Connected Components : 495
Maximum Vertices in a Connected Component : 2438
Maximum Edges in a Connected Component : 4283
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.569194
Graph Density : 0.000173049893442505
Modularity : 0.780924
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[719] open,science [227] open,access [219] now,open [206] open,day [197] data,science [121] open,source [120] check,out [112] day,day [106] day,see [106] see,#science Top Word Pairs in Tweet in G1:
[37] check,out [16] don,t [13] science,communication [13] open,science [12] 30,pm [12] great,see [12] #science,#scicomm [10] science,writing [10] find,out [10] #filesfmlibrary,#openscience Top Word Pairs in Tweet in G2:
[82] open,science [52] data,science [33] solutions,open [31] now,open [24] open,source [24] open,access [24] currently,open [24] click,link [23] link,bio [23] bio,see Top Word Pairs in Tweet in G3:
[201] open,science [31] critical,assessment [31] assessment,open [31] looks,absolutely [31] absolutely,brilliant [31] brilliant,100 [31] 100,wish [31] wish,existed [31] existed,beginning [31] beginning,phd Top Word Pairs in Tweet in G4:
[3] ramizarra12,hugh_bothwell [3] hugh_bothwell,greekvikingx [3] greekvikingx,ah_science [3] ah_science,manawell [3] manawell,michaelmccahan [3] michaelmccahan,wearetheleavers [3] wearetheleavers,trilluminarian [3] nosciencedenial,rusle01 [3] rusle01,remnantofisrae1 [3] remnantofisrae1,heathenopinions Top Word Pairs in Tweet in G5:
[106] open,day [103] #bangalore,nearby [103] nearby,day [103] day,see [103] see,#science [103] #science,action [103] action,called [103] called,open [103] day,day [102] parveenkaswan,#bangalore Top Word Pairs in Tweet in G6:
[9] nicksoutter,charlieskeptic [9] ooohglobbits,mrstardust1969 [9] mrstardust1969,charles74140432 [9] charles74140432,jaidibear81 [9] jaidibear81,ah_science [9] ah_science,jimmatisi [9] jimmatisi,johnnyissoalive [9] leothegreat19,bossfurber [9] bossfurber,alexandradepn1 [9] ohprogressive,nakedfooty Top Word Pairs in Tweet in G7:
[54] 2019,nature [54] nature,research [54] research,awards [54] awards,inspiring [54] inspiring,innovating [54] innovating,science [54] science,partnership [54] partnership,estée [54] estée,lauder [54] lauder,companies Top Word Pairs in Tweet in G8:
[70] r_sabarinathan,abel [69] wrote,review [69] review,local [69] local,chromatin [69] chromatin,structures [69] structures,affect [69] affect,mutation [69] mutation,rate [69] rate,local [69] local,scale Top Word Pairs in Tweet in G9:
[3] captscorch,bikinatroll [3] the_clairewitch,fightthefakeea1 [3] fightthefakeea1,badibulgator [3] badibulgator,foulkesy1 [3] foulkesy1,nothingsirius [3] nothingsirius,flatslugbrains [3] flatslugbrains,skeptropolis [3] skeptropolis,surfercosmic [3] surfercosmic,callmeeonly [3] callmeeonly,alexisonfire303 Top Word Pairs in Tweet in G10:
[4] meet,people [4] people,behind [4] behind,noaa's [4] noaa's,science [4] science,service [4] service,stewardship [4] stewardship,mission [4] mission,open [4] open,house [4] house,march Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: