The graph represents a network of 6,709 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, 25 October 2020 at 16:35 UTC.
The requested start date was Sunday, 25 October 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 5-day, 4-hour, 31-minute period from Monday, 19 October 2020 at 19:29 UTC to Sunday, 25 October 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 : 6709
Unique Edges : 6992
Edges With Duplicates : 13193
Total Edges : 20185
Number of Edge Types : 5
Tweet : 439
Replies to : 2062
Mentions : 5953
MentionsInRetweet : 7592
Retweet : 4139
Self-Loops : 478
Reciprocated Vertex Pair Ratio : 0.0214211076280042
Reciprocated Edge Ratio : 0.0419437340153453
Connected Components : 298
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 6286
Maximum Edges in a Connected Component : 19718
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.755709
Graph Density : 0.000260643660519565
Modularity : 0.429594
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,709 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, 25 October 2020 at 16:35 UTC.
The requested start date was Sunday, 25 October 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 5-day, 4-hour, 31-minute period from Monday, 19 October 2020 at 19:29 UTC to Sunday, 25 October 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 : 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:
[499] #covid19,misinformation [498] go,away [495] major,#covid19 [495] misinformation,myths [495] myths,go [494] away,tanyalewis314 [494] tanyalewis314,nails [494] nails,sciam's [493] sciam's,misinformation [492] misinformation,issue Top Word Pairs in Tweet in G1:
[223] time,twist [223] twist,offers [223] offers,way [223] way,create [222] quantum,time [212] sciam,quantum [210] create,schrödinger [210] schrödinger,clock [114] research,makes [113] makes,someone Top Word Pairs in Tweet in G2:
[252] joe,biden [236] covid,deaths [235] trump,tried [235] tried,insult [235] insult,joe [235] biden,saying [235] saying,listen [235] listen,scientists [234] scientists,exactly [234] clear,powerful Top Word Pairs in Tweet in G3:
[487] go,away [485] major,#covid19 [485] #covid19,misinformation [485] misinformation,myths [485] myths,go [484] away,tanyalewis314 [484] tanyalewis314,nails [484] nails,sciam's [483] sciam's,misinformation [482] misinformation,issue Top Word Pairs in Tweet in G4:
[74] sciam,nejm [72] thelancet,sciencemagazine [71] nejm,nature [70] nature,thelancet [62] looks,scientists [62] scientists,heels [62] heels,sciam [61] vincentrk,looks [23] nejm,sciam [21] nature,sciam Top Word Pairs in Tweet in G5:
[8] covid,19 [6] sciam,mind [6] mind,brain [6] brain,brainsights [6] brainsights,ios [4] scientific,american [4] mental,illness [3] drug,based [3] based,approach [3] approach,mental Top Word Pairs in Tweet in G6:
[77] covid,19 [75] leading,cause [75] cause,death [74] 19,third [74] third,leading [68] happen,covid [67] melissadderosa,happen [26] melissadderosa,sciam [6] death,sciam [6] sciam,realdonaldtrump Top Word Pairs in Tweet in G7:
[13] laurahelmuth,sciam [10] thinkpix_suze,oed [10] oed,ahdictionary [10] ahdictionary,collinsdict [10] collinsdict,thecrashcourse [10] thecrashcourse,betsydevosed [10] betsydevosed,ajitpaifcc [10] ajitpaifcc,brendancarrfcc [10] brendancarrfcc,fcc [10] fcc,usedgov Top Word Pairs in Tweet in G8:
[192] dianamkwon,sciam [32] elizabethlquant,dianamkwon [31] psychiatryadv,neuroadvisor [30] sciam,psychiatryadv [30] functional,neurological [22] excited,share [21] share,feature [21] feature,wrote [21] wrote,november [21] november,issue Top Word Pairs in Tweet in G9:
[12] natgeo,sciam [9] themadstone,nytimes [8] popsci,themadstone [8] nytimes,popsci [8] popsci,natgeo [8] sciam,rollingstone [8] rollingstone,wired [8] wired,longreads [7] ndengineering's,clive [7] clive,neal Top Word Pairs in Tweet in G10:
[176] profesores,matemáticas [89] martin,gardner [89] jóvenes,inocentes [88] gardner,convirtió [88] convirtió,docenas [88] docenas,jóvenes [88] inocentes,profesores [88] matemáticas,docenas [88] docenas,profesores [87] fblascoxyz,martin 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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