The graph represents a network of 6,495 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, 18 April 2021 at 20:14 UTC.
The requested start date was Sunday, 18 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, 18-hour, 46-minute period from Tuesday, 13 April 2021 at 16:38 UTC to Saturday, 17 April 2021 at 11:25 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 : 6495
Unique Edges : 5866
Edges With Duplicates : 12280
Total Edges : 18146
Number of Edge Types : 5
Retweet : 3491
MentionsInRetweet : 5488
Mentions : 5683
Replies to : 2899
Tweet : 585
Self-Loops : 635
Reciprocated Vertex Pair Ratio : 0.0188620902906617
Reciprocated Edge Ratio : 0.0370257966616085
Connected Components : 405
Single-Vertex Connected Components : 293
Maximum Vertices in a Connected Component : 5830
Maximum Edges in a Connected Component : 17250
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.137083
Graph Density : 0.000234360941455285
Modularity : 0.41869
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,495 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, 18 April 2021 at 20:14 UTC.
The requested start date was Sunday, 18 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, 18-hour, 46-minute period from Tuesday, 13 April 2021 at 16:38 UTC to Saturday, 17 April 2021 at 11:25 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:
[860] climate,emergency [566] climate,change [543] scientific,american [358] sounds,very [358] very,very [358] very,sciency [358] sciency,political [357] benshapiro,sounds [332] living,climate [259] emergency,going Top Word Pairs in Tweet in G1:
[290] climate,emergency [223] living,climate [211] going,sciam [207] emergency,going [198] remember,everyone [198] everyone,vaccinated [198] vaccinated,ended [198] ended,polio [198] polio,sciam [197] heidi_cuda,remember Top Word Pairs in Tweet in G2:
[115] deanoarman,sciam [73] former,science [69] sciam,chipfranklin [64] ronnyreich,sciam [63] noellejt,sciam [54] basantadeka21,sciam [53] climate,emergency [53] science,magazine [52] magazine,explicitly [52] explicitly,coordinates Top Word Pairs in Tweet in G3:
[210] difference,between [209] looking,overall [209] overall,gestalt [209] gestalt,human [209] human,personality [209] personality,truly [209] truly,striking [209] striking,difference [209] between,typical [208] jordanbpeterson,looking Top Word Pairs in Tweet in G4:
[337] sounds,very [337] very,very [337] very,sciency [337] sciency,political [336] benshapiro,sounds [41] hi,everyone [41] everyone,republican [41] republican,party [41] party,come [41] come,roaring Top Word Pairs in Tweet in G5:
[133] tony__heller,sciam [116] scientific,american [96] climate,emergency [70] climate,change [50] sciam,scientific [50] sciam,wpcelebration [47] sciam,idea [47] idea,climate [47] emergency,farcical [47] farcical,reminiscent Top Word Pairs in Tweet in G6:
[23] climate,change [21] climate,emergency [13] scientific,american [10] global,warming [7] news,outlets [6] major,news [5] use,term [5] warming,climate [5] change,climate [4] agreed,major Top Word Pairs in Tweet in G7:
[38] sciguyspace,sciam [26] spacebeard,sciguyspace [23] climate,emergency [22] worked,well [21] latest,evidence [20] psilocybin,worked [20] well,maybe [20] maybe,better [20] better,standard [20] standard,ssri Top Word Pairs in Tweet in G8:
[34] climate,change [32] publicly,traded [32] traded,companies [32] companies,currently [32] currently,don [32] don,report [32] report,jack [32] jack,risks [32] risks,climate [31] robinlloyd99,publicly Top Word Pairs in Tweet in G9:
[13] mtv,freakonomics [13] freakonomics,boingboing [13] boingboing,billboarddotcom [13] billboarddotcom,empiremagazine [13] empiremagazine,todayshow [13] todayshow,good [13] good,gawker [13] gawker,msnbc_breaking [13] msnbc_breaking,cbsnews [12] cbsnews,guardiantech Top Word Pairs in Tweet in G10:
[68] stoopidtallkid,p_j_buckhaults [68] p_j_buckhaults,sciam [68] sciam,claireainsworth [60] dunc_disorderly,stoopidtallkid [54] claireainsworth,nature [52] nature,zaelefty [46] zaelefty,swipewright [39] pselkie1,dunc_disorderly [21] stoneyguardian,dunc_disorderly [14] swipewright,teenvogue 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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