The graph represents a network of 9,322 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, 16 August 2021 at 21:36 UTC.
The requested start date was Monday, 16 August 2021 at 00:01 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 3-day, 11-hour, 46-minute period from Thursday, 12 August 2021 at 12:13 UTC to Monday, 16 August 2021 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 : 9322
Unique Edges : 4372
Edges With Duplicates : 12771
Total Edges : 17143
Number of Edge Types : 5
Tweet : 972
Retweet : 5945
MentionsInRetweet : 7109
Replies to : 623
Mentions : 2494
Self-Loops : 1016
Reciprocated Vertex Pair Ratio : 0.0133585778899758
Reciprocated Edge Ratio : 0.0263649574423915
Connected Components : 1310
Single-Vertex Connected Components : 378
Maximum Vertices in a Connected Component : 2039
Maximum Edges in a Connected Component : 4093
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.172489
Graph Density : 0.000110875358074812
Modularity : 0.562555
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,322 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, 16 August 2021 at 21:36 UTC.
The requested start date was Monday, 16 August 2021 at 00:01 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 3-day, 11-hour, 46-minute period from Thursday, 12 August 2021 at 12:13 UTC to Monday, 16 August 2021 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".
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:
[1142] police,push [1142] push,way [1142] way,empty [1142] empty,store [1142] store,warn [1142] warn,owner [1142] owner,young [1142] young,child [1140] child,fa [756] social,distancing Top Word Pairs in Tweet in G1:
[747] amazing,open [747] open,spaces [747] spaces,proper [747] proper,ventilation [747] ventilation,excellent [747] excellent,social [747] social,distancing [747] distancing,create [747] create,cluster [746] 1obefiend,amazing Top Word Pairs in Tweet in G2:
[656] police,push [656] push,way [656] way,empty [656] empty,store [656] store,warn [656] warn,owner [656] owner,young [656] young,child [655] child,fa [648] meanwhile,newcastle Top Word Pairs in Tweet in G3:
[545] keep,schools [545] schools,open [545] open,taking [545] taking,sensible [545] sensible,swedish [545] swedish,approach [545] approach,masks [545] masks,tests [545] tests,send [545] send,home Top Word Pairs in Tweet in G4:
[476] police,push [476] push,way [476] way,empty [476] empty,store [476] store,warn [476] warn,owner [476] owner,young [476] young,child [475] child,fa [436] meanwhile,australia Top Word Pairs in Tweet in G5:
[211] open,science [23] generation,open [23] science,good [23] good,science [23] let's,check [22] science,science [21] science,few [21] few,open [21] open,let's [21] check,statement Top Word Pairs in Tweet in G6:
[44] open,science [32] open,access [28] research,paper [23] data,science [23] case,study [23] physics,biology [22] computer,science [18] dm,open [18] pay,homework [17] book,review Top Word Pairs in Tweet in G7:
[327] canada,border [327] border,closed [327] closed,nonessential [327] nonessential,travel [327] travel,march [327] march,2020 [327] 2020,extended [327] extended,ban [326] laurenboebert,canada [8] guys,inside Top Word Pairs in Tweet in G8:
[94] sci,hub [92] inyas_insa,#inyasmidyearmeeting2021 [91] public,lecture [91] alexandra,elbakyan [91] elbakyan,ringo_ring [91] ringo_ring,founder [91] founder,sci [90] #inyasmidyearmeeting2021,public [90] lecture,alexandra [90] hub,share Top Word Pairs in Tweet in G9:
[6] complicated,science [6] science,schools [6] schools,open [6] open,few [6] few,weeks [6] weeks,mitigations [6] mitigations,place [6] place,transmission [5] alisongeorge10,complicated [5] transmission,wil Top Word Pairs in Tweet in G10:
[128] science,done [128] done,point [128] point,denying [128] denying,climate [128] climate,crisis [128] crisis,exists [128] exists,denying [128] denying,gravity [128] gravity,exists [128] exists,deniers Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: