The graph represents a network of 6,872 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 Wednesday, 24 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, 50-minute period from Thursday, 18 April 2019 at 07:09 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 : 6872
Unique Edges : 8518
Edges With Duplicates : 1023
Total Edges : 9541
Number of Edge Types : 3
Mentions : 7736
Tweet : 1376
Replies to : 429
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0235699152542373
Reciprocated Edge Ratio : 0.0460543337645537
Connected Components : 1332
Single-Vertex Connected Components : 534
Maximum Vertices in a Connected Component : 2371
Maximum Edges in a Connected Component : 4435
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.891216
Graph Density : 0.000163710447090054
Modularity : 0.816568
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[623] open,science [216] now,open [198] open,access [147] science,technology [138] data,science [128] open,doors [120] open,source [116] science,open [114] historic,buildings [114] 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:
[64] open,doors [62] fragile,historic [62] historic,buildings [62] buildings,open [62] doors,virtual [62] virtual,visitors [45] open,science [34] click,link [33] link,bio [31] bio,see Top Word Pairs in Tweet in G3:
[236] 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:
[48] 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:
Top Replied-To in G1:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: