The graph represents a network of 6,891 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, 23 April 2019 at 14:07 UTC.
The requested start date was Tuesday, 23 April 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, 16-hour, 55-minute period from Thursday, 18 April 2019 at 07:05 UTC to Tuesday, 23 April 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 : 6891
Unique Edges : 8543
Edges With Duplicates : 1018
Total Edges : 9561
Number of Edge Types : 3
Mentions : 7756
Tweet : 1376
Replies to : 429
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0236366037237554
Reciprocated Edge Ratio : 0.0461816305469556
Connected Components : 1336
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 2374
Maximum Edges in a Connected Component : 4440
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.888901
Graph Density : 0.000163272217879951
Modularity : 0.816884
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[625] open,science [216] now,open [198] open,access [147] science,technology [138] data,science [129] open,doors [120] open,source [116] science,open [115] historic,buildings [115] virtual,visitors Top Word Pairs in Tweet in G1:
[34] check,out [18] social,media [18] #scicomm,#science [14] climate,change [12] s,one [11] looking,forward [10] stand,up [10] up,comedy [10] peer,review [10] find,out Top Word Pairs in Tweet in G2:
[65] open,doors [63] fragile,historic [63] historic,buildings [63] buildings,open [63] doors,virtual [63] virtual,visitors [45] open,science [34] click,link [33] link,bio [31] bio,see Top Word Pairs in Tweet in G3:
[233] open,science [102] science,practices [93] today,day [93] day,pledge [93] pledge,move [93] move,lab [93] lab,open [93] practices,prereg [93] prereg,studies [93] studies,entering Top Word Pairs in Tweet in G4:
[2] open,science [2] science,always [2] dadebiluno,legendzane [2] blairbrown,rholftroy [2] rholftroy,tiseven2 [2] tiseven2,cormaic_ruadh [2] cormaic_ruadh,jesus_is_g_d [2] jesus_is_g_d,lalanamour [2] lalanamour,garym9999 [2] bentley32255822,leanneaf Top Word Pairs in Tweet in G5:
[53] open,science [15] data,science [14] want,establish [14] establish,yourself [14] yourself,independent [14] independent,researcher [14] researcher,transition [14] transition,basic [14] basic,science [14] science,applied Top Word Pairs in Tweet in G6:
[3] fordnation,open [3] open,business [3] business,debt [3] debt,shares [3] shares,more [3] more,important [3] important,cuts [3] cuts,education [3] education,indigenous [3] indigenous,health Top Word Pairs in Tweet in G7:
[60] please,two [60] two,lectureship [60] lectureship,positions [60] positions,join [60] join,developmental [60] developmental,research [60] research,group [60] group,keelepsychology [60] keelepsychology,plus [60] plus,value Top Word Pairs in Tweet in G8:
[55] #ai,driven [55] driven,automated [55] automated,algorithm [55] algorithm,designed [55] designed,team [55] team,researchers [55] researchers,dukeu [55] dukeu,identify [55] identify,segment [55] segment,neurons Top Word Pairs in Tweet in G9:
[68] minister,science [67] science,technology [66] finally,meritorious [66] meritorious,appointment [66] appointment,pti [66] pti,announcing [66] announcing,fawad [66] fawad,ch [66] ch,minister [66] technology,ministry Top Word Pairs in Tweet in G10:
[14] esa_eo,copernicuseu [14] copernicuseu,katka_nedbal [14] eo_open_science,eodetective [14] eodetective,eu_opendata [14] eu_opendata,earthdaynetwork [13] katka_nedbal,eo_open_science [12] sentinel_hub,esa_eo [8] earthdaynetwork,londonsnowwatch [8] londonsnowwatch,esa [7] check,out Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: