The graph represents a network of 9,561 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 Monday, 06 December 2021 at 22:42 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 4-hour, 42-minute period from Wednesday, 01 December 2021 at 20:18 UTC to Monday, 06 December 2021 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 : 9561
Unique Edges : 6505
Edges With Duplicates : 11664
Total Edges : 18169
Number of Edge Types : 5
Tweet : 1559
Retweet : 4947
MentionsInRetweet : 6653
Replies to : 844
Mentions : 4166
Self-Loops : 1654
Reciprocated Vertex Pair Ratio : 0.0240315293665289
Reciprocated Edge Ratio : 0.046935135642542
Connected Components : 1720
Single-Vertex Connected Components : 577
Maximum Vertices in a Connected Component : 2421
Maximum Edges in a Connected Component : 5987
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.26254
Graph Density : 0.000116549580999169
Modularity : 0.591424
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,561 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 Monday, 06 December 2021 at 22:42 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 4-hour, 42-minute period from Wednesday, 01 December 2021 at 20:18 UTC to Monday, 06 December 2021 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:
[986] open,science [404] open,access [245] science,technology [227] open,air [177] survives,open [176] air,spreads [175] simulation,provides [175] provides,unprecedented [175] unprecedented,glimpse [175] glimpse,coronavirus Top Word Pairs in Tweet in G1:
[373] open,science [91] unesco,recommendation [90] recommendation,open [83] creative,commons [79] commons,applauds [79] applauds,unanimous [79] unanimous,ratification [79] ratification,unesco [79] science,landmark [78] creativecommons,creative Top Word Pairs in Tweet in G2:
[65] open,science [55] still,open [54] dm,tags [52] write,ups [52] acad,commission [52] tags,acad [50] open,write [50] ups,commissions [50] don,hesitate [50] hesitate,slide Top Word Pairs in Tweet in G3:
[91] powerful,episode [91] episode,zecohealth [91] zecohealth,show [91] show,dr [91] dr,ashley [91] ashley,lucas [91] lucas,explains [91] explains,struggle [91] struggle,lose [91] lose,weight Top Word Pairs in Tweet in G4:
[17] open,science [17] 2nd,cross [17] cross,swafs [17] swafs,stakeholder [9] stakeholder,forum [9] forum,meeting [9] meeting,responsible [9] responsible,open [9] science,meeting [9] meeting,successfully Top Word Pairs in Tweet in G5:
[175] simulation,provides [175] provides,unprecedented [175] unprecedented,glimpse [175] glimpse,coronavirus [175] coronavirus,survives [175] survives,open [175] open,air [175] air,spreads [100] nytscience,simulation [100] spreads,ho Top Word Pairs in Tweet in G6:
[151] room,more [151] more,women [151] women,science [151] science,technology [151] technology,engineering [151] engineering,mathematics [151] mathematics,please [151] please,come [151] come,keep [151] keep,door Top Word Pairs in Tweet in G7:
[77] open,letter [77] letter,distinguished [77] distinguished,group [77] group,science [77] science,math [77] math,professors [77] professors,criticizes [77] criticizes,proposed [77] proposed,california [77] california,math Top Word Pairs in Tweet in G8:
[125] hello,twitter [125] twitter,fam [125] fam,job [125] job,market [125] market,non [125] non,academic [125] academic,ecology [125] ecology,bird [125] bird,science [125] science,policy Top Word Pairs in Tweet in G9:
[13] wally_wego,inbybits2 [13] inbybits2,drsly16 [13] galcondude,bartrardo [13] bartrardo,melanie33720945 [13] melanie33720945,ah_science [13] hugh_bothwell,greekvikingx [13] greekvikingx,crispycurry [13] crispycurry,d1scojerrys [13] d1scojerrys,thedukeistheman [13] thedukeistheman,mscredentials Top Word Pairs in Tweet in G10:
[114] florida's,incredible [114] incredible,economic [114] economic,recovery [114] recovery,covid [114] covid,made [114] made,possible [114] possible,science [114] science,based [114] based,decisions [114] decisions,kept 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 G7:
Top Replied-To in G9:
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: