The graph represents a network of 6,415 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, 04 December 2019 at 04:35 UTC.
The requested start date was Monday, 02 December 2019 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, 13-hour, 26-minute period from Thursday, 28 November 2019 at 11:33 UTC to Monday, 02 December 2019 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 : 6415
Unique Edges : 7653
Edges With Duplicates : 701
Total Edges : 8354
Number of Edge Types : 3
Mentions : 7026
Tweet : 977
Replies to : 351
Self-Loops : 977
Reciprocated Vertex Pair Ratio : 0.0211876621504756
Reciprocated Edge Ratio : 0.0414961185603387
Connected Components : 1015
Single-Vertex Connected Components : 354
Maximum Vertices in a Connected Component : 1340
Maximum Edges in a Connected Component : 2467
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.429573
Graph Density : 0.000172192502711698
Modularity : 0.838558
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,415 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, 04 December 2019 at 04:35 UTC.
The requested start date was Monday, 02 December 2019 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, 13-hour, 26-minute period from Thursday, 28 November 2019 at 11:33 UTC to Monday, 02 December 2019 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[1122] interested,learn [1122] learn,companies [1122] companies,scam [1122] scam,pseudoscience [1122] pseudoscience,products [1122] products,scam [1122] scam,detox [1121] dramalinabakri,interested [1121] detox,bea [466] open,science Top Word Pairs in Tweet in G1:
[1122] interested,learn [1122] learn,companies [1122] companies,scam [1122] scam,pseudoscience [1122] pseudoscience,products [1122] products,scam [1122] scam,detox [1121] dramalinabakri,interested [1121] detox,bea Top Word Pairs in Tweet in G2:
[40] open,science [20] science,communication [17] #openscienceinaction,learning [17] learning,continues [17] continues,check [17] check,online [17] online,resources [17] resources,including [17] including,recordings [17] recordings,presentation Top Word Pairs in Tweet in G3:
[38] open,science [26] currently,open [25] click,link [25] link,bio [25] bio,see [25] see,currently [23] data,science [21] open,access [19] rocket,science [18] science,jobs Top Word Pairs in Tweet in G4:
[6] re,re [5] aanthanurdc,mikey314159 [5] mikey314159,polemicarc [4] rushhourp,dan613 [4] noelturner194,nikolovscience [4] nikolovscience,keira_churchill [4] keira_churchill,joe_public2018 [4] joe_public2018,aanthanurdc [4] polemicarc,horrdorr [3] realjoedick,noelturner194 Top Word Pairs in Tweet in G5:
[96] data,science [48] open,source [28] projects,google [28] google,uber [28] uber,facebook [24] source,projects [24] facebook,data [24] science,ai [20] science,open [18] open,data Top Word Pairs in Tweet in G6:
[117] open,science [20] open,research [17] belgian,federal [17] federal,science [17] science,policy [17] policy,agency [17] agency,imposes [17] imposes,open [17] research,data [17] data,mandate Top Word Pairs in Tweet in G7:
[120] freaky,moment [120] moment,thinking [120] thinking,time [120] time,travel [120] travel,watching [120] watching,movie [120] movie,decide [120] decide,look [119] mitchellvii,freaky [119] look,scie Top Word Pairs in Tweet in G8:
[3] jatapps,dancasti96 [3] dancasti96,jerryhelton14 [3] wiguy45,wolfgar77 [3] wolfgar77,blackpanther963 [3] blackpanther963,tjimjones [3] davestewart4444,realanondouche [3] realanondouche,kyhilist_ [3] kyhilist_,leetwimberly [3] leetwimberly,scientiapercept [3] davieshyland,geraldpayne25 Top Word Pairs in Tweet in G9:
[48] open,science [12] time,#weekendreading [12] #weekendreading,suggestion [12] suggestion,martateperek [12] martateperek,wvanwezenbeek [12] wvanwezenbeek,hgheijmans [12] hgheijmans,alastairdunning [12] alastairdunning,write [11] gofairofficial,time [10] data,science Top Word Pairs in Tweet in G10:
[23] open,science [21] excited,announce [21] announce,call [21] call,applications [21] applications,2020 [21] 2020,21 [21] 21,round [21] round,mrc [21] mrc,industrial [21] industrial,collaborative Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: