The graph represents a network of 5,531 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 21:24 UTC.
The requested start date was Sunday, 21 November 2021 at 01:01 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 13-day, 8-hour, 36-minute period from Sunday, 07 November 2021 at 01:43 UTC to Saturday, 20 November 2021 at 10:19 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 : 5531
Unique Edges : 6033
Edges With Duplicates : 15555
Total Edges : 21588
Number of Edge Types : 5
Retweet : 3385
MentionsInRetweet : 7160
Replies to : 1424
Mentions : 9217
Tweet : 402
Self-Loops : 506
Reciprocated Vertex Pair Ratio : 0.0330757341576507
Reciprocated Edge Ratio : 0.064033512866547
Connected Components : 253
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 5090
Maximum Edges in a Connected Component : 21009
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.833819
Graph Density : 0.000327792422979733
Modularity : 0.355605
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,531 Twitter users whose tweets in the requested range contained "sciam", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 21:24 UTC.
The requested start date was Sunday, 21 November 2021 at 01:01 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 13-day, 8-hour, 36-minute period from Sunday, 07 November 2021 at 01:43 UTC to Saturday, 20 November 2021 at 10:19 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 : sciam
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:
[491] gt,gt [479] scientific,american [406] sciam,scientific [402] two,sciam [402] american,articles [402] articles,published [402] published,2017 [402] 2017,2021 [402] 2021,warned [402] warned,style Top Word Pairs in Tweet in G1:
[397] scientific,american [389] sciam,scientific [386] two,sciam [386] american,articles [386] articles,published [386] published,2017 [386] 2017,2021 [386] 2021,warned [386] warned,style [386] style,destructive Top Word Pairs in Tweet in G2:
[57] news,stories [56] impulsive,people [56] share,false [56] false,news [55] pushes,misinformation [54] misinformation,impulsive [54] people,create [54] create,disorder [54] disorder,share [53] jfischman,pushes Top Word Pairs in Tweet in G3:
[7] sciam,mind [7] mind,brain [7] brain,brainsights [7] brainsights,ios [3] covid,sow [2] sterile,neutrinos [2] look,forward [2] money,power [2] years,ago [2] jako,być Top Word Pairs in Tweet in G4:
[88] more,readily [62] forgive,humans [62] humans,more [62] readily,machines [55] #aiethics,forgive [55] machines,cesifoti [55] cesifoti,aniti_toulouse [54] pierrepinna,#aiethics [27] sciam,cesifoti [26] #forgive,#humans Top Word Pairs in Tweet in G5:
[64] dovepress,nhsuk [64] nhsuk,aoc [62] gglinskii,harmonigenic [55] aoc,cdcgov [52] cdcgov,hrw [41] inabster,gglinskii [34] menabster,dovepress [32] thebma,guardian [28] harmonigenic,ballouxfrancois [28] ballouxfrancois,menabster Top Word Pairs in Tweet in G6:
[65] climate,scientists [62] latest,climate [62] scientists,mad [62] mad,think [62] think,seriously [62] seriously,revkin [61] naomioreskes,latest [61] revkin,sci [20] revkin,sciam [17] naomioreskes,revkin Top Word Pairs in Tweet in G7:
[484] gt,gt [306] clarencehouse,edward_hrh [306] edward_hrh,royalfamily [306] royalfamily,pharry_meghan [306] pharry_meghan,kensingtonroyal [306] kensingtonroyal,sciam [306] sciam,newscientist [306] newscientist,nsf [306] nsf,thedukeofyork [264] lt,lt Top Word Pairs in Tweet in G8:
[45] top,10 [45] fleurcompassion,victorekman5 [45] victorekman5,reversed_mind [42] rachelh89496052,sourcevolume [39] reversed_mind,anonymousson17 [31] 10,#emergingtech21 [31] #emergingtech21,report [31] report,available [31] available,build [31] build,greener Top Word Pairs in Tweet in G9:
[7] vaccine,mandates [5] 25,64 [5] 64,arstechnica [5] arstechnica,sciencealert [5] sciencealert,beccrew [5] beccrew,futurity [5] futurity,cnbc [5] cnbc,scsatuoa [5] scsatuoa,scienceuoa [5] tbluvoter,sciam Top Word Pairs in Tweet in G10:
[41] alicetiara,ftripodi [28] kreissdaniel,alicetiara [27] critical,race [27] race,theory [22] meghas,sciam [22] being,taught [22] taught,schools [20] hello,ed [20] ed,worth [20] worth,reading 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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Top Tweeters in G10: