The graph represents a network of 9,534 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, 12 April 2021 at 20:22 UTC.
The requested start date was Monday, 12 April 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, 7-hour, 49-minute period from Thursday, 08 April 2021 at 16:11 UTC to Monday, 12 April 2021 at 00:01 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 : 9534
Unique Edges : 5352
Edges With Duplicates : 11428
Total Edges : 16780
Number of Edge Types : 5
Mentions : 2756
Replies to : 749
Retweet : 5354
MentionsInRetweet : 6695
Tweet : 1226
Self-Loops : 1297
Reciprocated Vertex Pair Ratio : 0.0143585474976589
Reciprocated Edge Ratio : 0.0283105959585599
Connected Components : 1621
Single-Vertex Connected Components : 597
Maximum Vertices in a Connected Component : 3072
Maximum Edges in a Connected Component : 6614
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 11.487675
Graph Density : 0.000107264331329958
Modularity : 0.596083
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,534 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, 12 April 2021 at 20:22 UTC.
The requested start date was Monday, 12 April 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, 7-hour, 49-minute period from Thursday, 08 April 2021 at 16:11 UTC to Monday, 12 April 2021 at 00:01 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:
[654] covid,19 [575] doctors,scientists [570] youtube,censored [570] censored,videos [570] videos,doctors [570] scientists,criticizing [570] criticizing,covid [570] 19,lockdown [570] lockdown,policies [570] policies,benefited Top Word Pairs in Tweet in G1:
[77] open,access [51] science,publishing [50] open,science [49] plan,open [49] access,initiative [49] initiative,shaking [49] shaking,science [48] guide,plan [38] science,clear [38] open,schools Top Word Pairs in Tweet in G2:
[557] youtube,censored [557] censored,videos [557] videos,doctors [557] doctors,scientists [557] scientists,criticizing [557] criticizing,covid [557] covid,19 [557] 19,lockdown [557] lockdown,policies [557] policies,benefited Top Word Pairs in Tweet in G3:
[150] open,science [50] open,access [26] plan,open [24] access,initiative [24] initiative,shaking [24] shaking,science [24] science,publishing [21] guide,plan [20] #openscience,#openaccess [19] #openaccess,#openscience Top Word Pairs in Tweet in G4:
[306] schools,important [306] important,last [306] last,close [306] close,first [306] first,open [306] open,unless [306] unless,iffy [306] iffy,safety [306] safety,protocols [306] protocols,horrible Top Word Pairs in Tweet in G5:
[328] tabletop,science [328] science,fantasy [328] fantasy,role [328] role,playing [328] playing,game [328] game,created [328] created,led [328] led,team [328] team,natives [328] natives,set Top Word Pairs in Tweet in G6:
[314] ivermectin,here's [314] here's,balanced [314] balanced,unemotional [314] unemotional,podcast [314] podcast,explainer [314] explainer,filipinos [314] filipinos,dr [314] dr,dj [314] dj,bandoy [314] bandoy,formerly Top Word Pairs in Tweet in G8:
[120] open,schools [116] teachers,vaxxed [115] vaxxed,science [115] science,clear [114] clear,stop [114] stop,abusing [114] abusing,children [114] children,open [85] schools,nypost [21] one,fine Top Word Pairs in Tweet in G9:
[105] iranian,students [105] students,native [105] native,american [105] american,students [105] students,those [105] those,identify [105] identify,group [105] group,hold [105] hold,open [105] open,office Top Word Pairs in Tweet in G10:
[163] media,trying [163] trying,blame [163] blame,lower [163] lower,covid [163] covid,numbers [163] numbers,open [163] open,states [163] states,less [163] less,testing [163] testing,people Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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