The graph represents a network of 6,839 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, 02 March 2020 at 04:40 UTC.
The requested start date was Monday, 02 March 2020 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 2-day, 19-hour, 54-minute period from Thursday, 27 February 2020 at 15:29 UTC to Sunday, 01 March 2020 at 11:23 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 : 6839
Unique Edges : 8149
Edges With Duplicates : 758
Total Edges : 8907
Number of Edge Types : 4
MentionsInRetweet : 4688
Tweet : 1065
Mentions : 2644
Replies to : 510
Self-Loops : 1065
Reciprocated Vertex Pair Ratio : 0.0223880597014925
Reciprocated Edge Ratio : 0.0437956204379562
Connected Components : 1213
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 2063
Maximum Edges in a Connected Component : 3368
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.675488
Graph Density : 0.000161124490276741
Modularity : 0.858457
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 6,839 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, 02 March 2020 at 04:40 UTC.
The requested start date was Monday, 02 March 2020 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 2-day, 19-hour, 54-minute period from Thursday, 27 February 2020 at 15:29 UTC to Sunday, 01 March 2020 at 11:23 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:
[737] open,science [306] open,access [164] open,borders [163] believe,science [157] science,fiction [153] climate,change [146] data,science [142] don,believe [140] science,believe [139] change,believe Top Word Pairs in Tweet in G1:
[24] open,science [13] science,writing [9] #science,#scicomm [8] great,#scicomm [8] #stem,experts [8] experts,informedops [8] informedops,needs [8] developing,#scicomm [8] #scicomm,tools [8] tools,help Top Word Pairs in Tweet in G2:
[42] open,science [27] science,day [23] open,house [23] #pay,essay [23] essay,#homework [23] #computer,science [22] open,doors [22] someone,write [22] write,#pay [22] #pay,psychology Top Word Pairs in Tweet in G3:
[6] billgates,hand [6] hand,ignore [6] ignore,co2 [6] co2,fixated [6] fixated,advice [6] advice,inventor [6] inventor,planet's [6] planet's,earth's [6] earth's,dysfunctional [5] joeblob20,billgates Top Word Pairs in Tweet in G4:
[16] open,borders [14] open,day [12] national,museum [12] museum,scotland [11] #psychology,lecturer [11] lecturer,passion [11] passion,open [11] open,children [11] children,eyes [11] eyes,wonders Top Word Pairs in Tweet in G5:
[97] open,science [68] roadmap,open [50] federal,government [48] federal,science [43] happy,deliver [43] deliver,roadmap [43] science,bolster [43] bolster,government [43] government,canada [43] canada,efforts Top Word Pairs in Tweet in G6:
[95] open,science [35] best,time [31] #opensource,software [31] software,future [31] future,science [31] science,thanks [31] thanks,everyone [31] everyone,joined [31] joined,meeting [31] meeting,challenges Top Word Pairs in Tweet in G7:
[139] don,believe [138] believe,climate [138] climate,change [138] change,believe [138] believe,science [138] science,believe [138] believe,human [138] human,embryo [138] embryo,baby [137] maxcredits,don Top Word Pairs in Tweet in G8:
[57] data,science [27] open,data [22] #opensource,secret [22] secret,sauce [22] sauce,others [22] others,use [22] use,enhance [22] enhance,underpins [22] underpins,business [22] business,modern Top Word Pairs in Tweet in G9:
[4] spiritking11,elishabenabuya [4] elishabenabuya,discojerrys [4] thagraysentinel,standbackup2 [4] standbackup2,smokemaster69 [4] vincentc143,astout111 [4] astout111,seanwoodard18 [4] seanwoodard18,emmygre19983668 [4] emmygre19983668,sweetje34582888 [4] sweetje34582888,yicyac [4] yicyac,godlesspontiff Top Word Pairs in Tweet in G10:
[100] odyssey,intensive [100] intensive,workshop [100] workshop,aspiring [100] aspiring,writers [100] writers,science [100] science,fiction [100] fiction,fantasy [100] fantasy,horror [100] horror,sponsored [100] sponsored,annual 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: