The graph represents a network of 6,860 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 Tuesday, 27 August 2019 at 14:18 UTC.
The requested start date was Tuesday, 27 August 2019 at 00:01 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 4-day, 9-hour, 22-minute period from Thursday, 22 August 2019 at 14:38 UTC to Tuesday, 27 August 2019 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 : 6860
Unique Edges : 8107
Edges With Duplicates : 1663
Total Edges : 9770
Number of Edge Types : 3
Tweet : 1295
Mentions : 7950
Replies to : 525
Self-Loops : 1295
Reciprocated Vertex Pair Ratio : 0.0299185254441031
Reciprocated Edge Ratio : 0.0580988198677214
Connected Components : 1278
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 2352
Maximum Edges in a Connected Component : 4663
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.178292
Graph Density : 0.000163879935578672
Modularity : 0.792432
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[532] open,science [442] open,access [257] data,science [255] now,open [188] science,open [107] open,source [98] climate,science [97] open,data [94] applications,now [84] deadline,september Top Word Pairs in Tweet in G1:
[28] #scicomm,#science [27] check,out [18] #scifi,#scicomm [18] #vss365,#bravewrite [15] open,science [13] climate,change [13] #scicomm,#sciencetwitter [12] 15x4munich,#scicomm [10] #sciart,#scicomm [10] looking,forward Top Word Pairs in Tweet in G2:
[49] open,science [41] open,access [28] science,technology [24] now,open [20] computer,science [18] open,up [14] patient,safety [14] data,science [14] ne,stop [13] science,open Top Word Pairs in Tweet in G3:
[9] melanie33720945,takethatepi [9] takethatepi,davidpsbdivinyl [9] wiguy45,scientiapercept [9] doubledoublejon,firefighter5511 [9] firefighter5511,geraldpayne25 [9] spikeinthemidge,r0samond [9] blackpanther963,davestewart4444 [9] davestewart4444,realanondouche [9] realanondouche,kyhilist_ [9] kyhilist_,davieshyland Top Word Pairs in Tweet in G4:
[74] open,access [58] open,science [57] thrilled,see [57] see,nih [57] nih,require [57] require,immediate [57] immediate,open [57] access,opioid [57] opioid,research [57] research,ask Top Word Pairs in Tweet in G5:
[16] science,open [15] deny,science [14] real,deniers [14] deniers,climate [14] climate,alarmists [14] alarmists,deny [14] open,process [14] process,based [14] based,consensus [13] maximebernier,real Top Word Pairs in Tweet in G6:
[80] open,science [16] wrong,wrong [15] pleased,announce [15] announce,digital [15] digital,catapult [15] catapult,inviting [15] inviting,new [15] new,members [15] members,join [15] join,machine Top Word Pairs in Tweet in G7:
[56] lindau,nobel [56] nobel,laureate [56] laureate,meeting [32] meeting,2020 [31] spread,word [31] word,open [31] open,application [31] application,process [31] process,interdisciplinary [31] interdisciplinary,lindau Top Word Pairs in Tweet in G8:
[43] open,access [17] open,science [13] fruitful,way [13] way,achieve [13] achieve,open [13] access,work [13] work,constructively [13] constructively,step [13] step,step [13] step,country Top Word Pairs in Tweet in G9:
[79] data,science [55] open,data [20] open,source [18] odsc,open [16] open,science [12] lightning,talks [12] speakers,share [12] share,5 [10] 27,hqraleigh [9] source,tools Top Word Pairs in Tweet in G10:
[79] financial,aid [77] dataquest,financial [77] aid,scholarship [77] scholarship,program [77] program,take [77] take,data [77] data,science [77] science,courses [77] courses,deadline [77] deadline,september 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 G7:
Top Replied-To in G8:
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: