The graph represents a network of 9,122 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, 21 September 2020 at 19:50 UTC.
The requested start date was Monday, 21 September 2020 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, 15-hour, 19-minute period from Thursday, 17 September 2020 at 08:40 UTC to Monday, 21 September 2020 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 : 9122
Unique Edges : 4315
Edges With Duplicates : 12516
Total Edges : 16831
Number of Edge Types : 5
Retweet : 6008
MentionsInRetweet : 7071
Replies to : 688
Tweet : 827
Mentions : 2237
Self-Loops : 866
Reciprocated Vertex Pair Ratio : 0.0153619528619529
Reciprocated Edge Ratio : 0.030259067357513
Connected Components : 1210
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 4572
Maximum Edges in a Connected Component : 10038
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 5.975995
Graph Density : 0.000115983120645931
Modularity : 0.559033
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,122 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, 21 September 2020 at 19:50 UTC.
The requested start date was Monday, 21 September 2020 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, 15-hour, 19-minute period from Thursday, 17 September 2020 at 08:40 UTC to Monday, 21 September 2020 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:
[2332] former,stanford [2331] presidents',lawyers [2331] lawyers,threaten [2331] threaten,former [2331] stanford,med [2330] radiologist,leading [2330] leading,white [2330] white,house [2330] house,covid [2330] covid,policy Top Word Pairs in Tweet in G1:
[2304] former,stanford [2303] radiologist,leading [2303] leading,white [2303] white,house [2303] house,covid [2303] covid,policy [2303] policy,presidents' [2303] presidents',lawyers [2303] lawyers,threaten [2303] threaten,former Top Word Pairs in Tweet in G2:
[878] 28,year [878] year,old [878] old,healthy [878] healthy,physician [878] physician,die [878] die,#covid19 [878] #covid19,anyone [878] anyone,succumb [878] succumb,tell [878] tell,conservative Top Word Pairs in Tweet in G3:
[184] open,science [23] opensci_news,#openscience [20] rahmen,allgemeinen [20] allgemeinen,vorlesungswesens [20] vorlesungswesens,unihh [20] unihh,setzen [20] setzen,die [20] die,#openscience [20] #openscience,ringvorlesung [20] ringvorlesung,wintersemester Top Word Pairs in Tweet in G4:
[39] open,science [16] data,science [12] covid,19 [12] computer,science [11] open,source [9] rocket,science [9] click,link [8] admission,open [8] gt,gt [7] admissions,open Top Word Pairs in Tweet in G5:
[8] thewestonmike,antifarioter [8] rtc_127,fashjune [8] ah_science,takethatdarwin [8] darker_en,vincentpopart [8] vincentpopart,tokyogreen [8] jamie_foxworthy,s4r41_k44r [7] takethatdarwin,kitemanargues [7] kitemanargues,darker_en [7] melanie33720945,rosarubicon [6] aliyamahar,jordanbassior Top Word Pairs in Tweet in G6:
[82] county,director [82] director,public [82] public,health [82] health,dr [82] dr,barbara [82] barbara,ferrer [82] ferrer,caught [82] caught,tape [82] tape,saying [82] saying,county Top Word Pairs in Tweet in G7:
[96] finally,before [96] before,became [96] became,science [96] science,editor [96] editor,azeen [96] azeen,one [96] one,first [96] first,members [96] members,#fincenfiles [96] #fincenfiles,work Top Word Pairs in Tweet in G8:
[110] see,one [110] one,red [110] red,state [110] state,governor [110] governor,use [110] use,emergency [110] emergency,spending [110] spending,hcq [110] hcq,make [110] make,available Top Word Pairs in Tweet in G9:
[8] schools,open [8] cdc,director [5] open,science [4] science,open [4] infection,rate [4] follow,science [4] open,country [4] science,saying [4] open,cnn [4] cnn,declared Top Word Pairs in Tweet in G10:
[22] during,circumstances [22] circumstances,realized [22] realized,important [22] important,science [22] science,important [22] important,relations [22] relations,countries [10] parijamshidi,during [10] countries,educati [10] saryzuluaga,during Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: