The graph represents a network of 9,483 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, 27 September 2021 at 21:39 UTC.
The requested start date was Monday, 27 September 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, 19-hour, 36-minute period from Thursday, 23 September 2021 at 04:22 UTC to Sunday, 26 September 2021 at 23:59 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 : 9483
Unique Edges : 6593
Edges With Duplicates : 11359
Total Edges : 17952
Number of Edge Types : 5
Retweet : 5175
MentionsInRetweet : 7612
Replies to : 752
Mentions : 3005
Tweet : 1408
Self-Loops : 1483
Reciprocated Vertex Pair Ratio : 0.02108175140704
Reciprocated Edge Ratio : 0.0412929745889387
Connected Components : 1666
Single-Vertex Connected Components : 589
Maximum Vertices in a Connected Component : 2836
Maximum Edges in a Connected Component : 7289
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.153297
Graph Density : 0.000119042050469959
Modularity : 0.604477
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,483 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, 27 September 2021 at 21:39 UTC.
The requested start date was Monday, 27 September 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, 19-hour, 36-minute period from Thursday, 23 September 2021 at 04:22 UTC to Sunday, 26 September 2021 at 23:59 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:
[703] open,science [399] studies,open [398] open,battleground [388] battleground,between [383] between,science [362] science,misinformation [360] covid,19 [356] ivermectin,studies [355] fraudulent,ivermectin [278] political,science Top Word Pairs in Tweet in G1:
[72] studies,open [72] open,battleground [72] battleground,between [72] between,science [70] science,misinformation [68] fraudulent,ivermectin [68] ivermectin,studies [61] open,science [48] covid,19 [43] chris,kenny Top Word Pairs in Tweet in G2:
[276] open,science [54] proud,support [54] support,reliable [54] reliable,trustworthy [54] trustworthy,scientific [54] scientific,record [54] record,peer [54] peer,reviewer [52] #openscience,#peerreviewweek [51] reviewer,#openscience Top Word Pairs in Tweet in G3:
[112] tell,melissaldavey [112] melissaldavey,fact [112] fact,article [112] article,below [112] below,based [112] based,upon [112] upon,misinformation [112] misinformation,quite [111] ai_clayton,tell [111] quite,guard Top Word Pairs in Tweet in G4:
[201] covid,19 [199] #chriskenny,skynewsaust [199] skynewsaust,those [199] those,promoted [199] promoted,use [199] use,#ivermectin [199] #ivermectin,covid [199] 19,treatment [199] treatment,despite [198] simonahac,#chriskenny Top Word Pairs in Tweet in G5:
[212] poisoning,progress [211] vaccine,tribalism [211] tribalism,poisoning [211] progress,covid [211] covid,science [211] science,simply [211] simply,raising [211] raising,questions [211] questions,vaccines [211] vaccines,anti Top Word Pairs in Tweet in G6:
[15] think,famous [15] famous,highly [15] highly,contextual [15] contextual,microfame [15] microfame,maybe [15] maybe,thing [15] thing,times [15] times,higher [14] bengoldacre,think [14] higher,focuse Top Word Pairs in Tweet in G7:
[164] claremont,institute [152] political,scientist [152] scientist,think [152] think,outrage [152] outrage,claremont [152] institute,invited [152] invited,coup [152] coup,architect [152] architect,john [151] davekarpf,political Top Word Pairs in Tweet in G8:
[202] political,science [83] department,political [83] science,university [83] university,illinois [83] illinois,chicago [83] chicago,invites [83] invites,applications [83] applications,position [64] position,tenure [63] phd,positions Top Word Pairs in Tweet in G9:
[108] please,invite [108] invite,expressions [108] expressions,interest [108] interest,several [108] several,marine [108] marine,science [108] science,technician [108] technician,positions [108] positions,interdisciplinary [107] anorkko,please Top Word Pairs in Tweet in G10:
[4] inanedragon,lunusofgaytakes [4] lunusofgaytakes,asinister [4] asinister,ansgartodinson [4] ansgartodinson,danielkuhn1975 [4] danielkuhn1975,roger_clague [4] roger_clague,climateskeptic4 [4] climateskeptic4,climate_takes [3] og_advisors,inanedragon [3] climate_takes,b_ [2] actually,wide Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: