The graph represents a network of 9,210 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, 09 May 2022 at 22:42 UTC.
The requested start date was Monday, 09 May 2022 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 4-day, 1-hour, 25-minute period from Wednesday, 04 May 2022 at 22:34 UTC to Monday, 09 May 2022 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 : 9210
Unique Edges : 4935
Edges With Duplicates : 11881
Total Edges : 16816
Number of Edge Types : 5
Mentions : 2857
Retweet : 5352
MentionsInRetweet : 6562
Tweet : 1411
Replies to : 634
Self-Loops : 1477
Reciprocated Vertex Pair Ratio : 0.022534606717459
Reciprocated Edge Ratio : 0.0440759785916675
Connected Components : 1455
Single-Vertex Connected Components : 513
Maximum Vertices in a Connected Component : 4142
Maximum Edges in a Connected Component : 9000
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 6.813586
Graph Density : 0.000112350555427237
Modularity : 0.562977
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,210 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, 09 May 2022 at 22:42 UTC.
The requested start date was Monday, 09 May 2022 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 4-day, 1-hour, 25-minute period from Wednesday, 04 May 2022 at 22:34 UTC to Monday, 09 May 2022 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:
[1907] wear,mask [1906] sick,open [1905] mask,isolate [1905] isolate,sick [1905] open,window [1905] window,work [1905] work,fully [1905] fully,vaccinated [1905] vaccinated,crazy [1904] danielgoyal,wear Top Word Pairs in Tweet in G1:
[1890] wear,mask [1890] mask,isolate [1890] isolate,sick [1890] sick,open [1890] open,window [1890] window,work [1890] work,fully [1890] fully,vaccinated [1890] vaccinated,crazy [1889] danielgoyal,wear Top Word Pairs in Tweet in G2:
[119] open,science [94] lf,commissioner [92] open,access [69] math,science [59] write,ups [58] lf,client [49] frontiers,award [49] award,winning [49] winning,open [49] science,platform Top Word Pairs in Tweet in G3:
[250] open,science [45] open,access [45] opensci_news,#openscience [38] open,data [29] scientific,publications [29] access,publishing [29] psych,science [28] assigned,students [28] students,go [28] go,psych Top Word Pairs in Tweet in G4:
[249] free,book [249] book,learn [249] learn,numpy [249] numpy,pandas [249] pandas,matplotlib [249] matplotlib,data [249] data,visualizations [249] visualizations,scikit [249] scikit,learn [249] learn,efficient Top Word Pairs in Tweet in G5:
[123] weekly,reminder [123] reminder,greens [123] greens,party [123] party,science [123] science,based [123] based,climate [123] climate,policy [123] policy,labor [122] greenforgreens,weekly [122] labor,lib Top Word Pairs in Tweet in G6:
[17] legend,never [17] never,dies [17] dies,comes [17] comes,back [17] back,life [17] life,learns [17] learns,advanced [17] advanced,science [17] science,reach [17] reach,heights Top Word Pairs in Tweet in G7:
[11] collaborating,started [11] started,work [11] work,semh [11] semh,school [11] school,due [11] due,open [11] open,sept [11] sept,need [11] need,write [11] write,science Top Word Pairs in Tweet in G8:
[154] kadal,berjanggut [153] berjanggut,sebuah [153] sebuah,penelitian [153] penelitian,yg [153] yg,diterbitkan [153] diterbitkan,dalam [153] dalam,jurnal [153] jurnal,royal [153] royal,society [153] society,open Top Word Pairs in Tweet in G9:
[2] based,emissions Top Word Pairs in Tweet in G10:
[6] ms_bubble,jools6691 [6] jools6691,reactiveintent [6] reactiveintent,brijswijk [6] geraldpayne25,peterfi98279139 [6] peterfi98279139,denbar64 [6] denbar64,humeanskeptic76 [6] p3driver,leanneaf [6] leanneaf,bitcoinbabbi [6] bitcoinbabbi,deanomartino1 [6] deanomartino1,c_82l Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: