jama_current, Twitter, 11/30/2020 5:42:51 PM, 242438


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jama_current_2020-11-28_04-03-07.xlsx
jama_current_2020-11-28_04-03-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2020
Short Description:
jama_current via NodeXL https://bit.ly/39rlQHZ
@jama_current
@alexberenson
@jamanetwork
@foamecmo
@monsarkhe
@martinkulldorff
@ewang422
@rcpespana
@profpcdoherty
@andreagaines

Top hashtags:
#covid19
#longcovid
#hydroxychloroquine
#sarscov2
#medicine
#aha20
#patients

Description:
Description
The graph represents a network of 5,817 Twitter users whose tweets in the requested range contained "jama_current", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 November 2020 at 12:14 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 16-day, 1-hour, 9-minute period from Wednesday, 11 November 2020 at 14:06 UTC to Friday, 27 November 2020 at 15:15 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


Overall Graph Metrics
Vertices : 5817
Unique Edges : 9430
Edges With Duplicates : 19646
Total Edges : 29076
Number of Edge Types : 5
Retweet : 4599
MentionsInRetweet : 13382
Mentions : 9357
Replies to : 1676
Tweet : 62
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0318307631474891
Reciprocated Edge Ratio : 0.0616976432266718
Connected Components : 39
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 5732
Maximum Edges in a Connected Component : 28981
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.659924
Graph Density : 0.000462791197550035
Modularity : 0.337043
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,817 Twitter users whose tweets in the requested range contained "jama_current", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 November 2020 at 12:14 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 16-day, 1-hour, 9-minute period from Wednesday, 11 November 2020 at 14:06 UTC to Friday, 27 November 2020 at 15:15 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 : jama_current
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[74] https://www.nytimes.com/2007/01/22/health/22whoop.html
[36] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2773056?guestAccessKey=909320ed-2dc3-45b6-b08d-8753b290de90&utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=111120
[27] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111820#.X7VU0kOtNSM.twitter
[20] https://medicalxpress.com/news/2020-11-hydroxychloroquine-patients-hospitalized-covid-.html
[19] https://medicalxpress.com/news/2020-11-vitamin-d-omega-3s-bolster-health.html
[18] https://jamanetwork.com/journals/jama/fullarticle/2768155?alert=article
[18] https://jamanetwork.com/journals/jama/fullarticle/2773128?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111420#.X6-IlqVaO98.twitter
[16] https://threadreaderapp.com/thread/1327037476461027329.html
[15] https://jamanetwork.com/journals/jama/fullarticle/2454911
[15] https://www.atsjournals.org/doi/10.1164/rccm.201607-1345OC

Top URLs in Tweet in G1:
[32] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2773056?guestAccessKey=909320ed-2dc3-45b6-b08d-8753b290de90&utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=111120
[15] https://jamanetwork.com/journals/jama/fullarticle/2773128?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111420#.X6-IlqVaO98.twitter
[14] https://jamanetwork.com/journals/jama/fullarticle/2770275?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111920#.X7arasVJn6A.twitter
[13] https://jamanetwork.com/journals/jama/fullarticle/2772764?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111320#.X69YGgzCO3o.twitter
[10] https://jumpshare.com/v/ZLXyewNi1DTF6D3gMW8R
[10] https://jamanetwork.com/journals/jama/fullarticle/2773055?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111120#.X6x-kiSfC38.twitter
[10] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111920#.X7YeARJWTFM.twitter
[10] https://jamanetwork.com/journals/jama/fullarticle/2773338#.X7Wp4XCtgX4.twitter
[9] https://jamanetwork.com/journals/jama/fullarticle/2773108#.X7dSxB-Wcvk.twitter
[9] https://jamanetwork.com/journals/jama/fullarticle/2771111?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111320#.X68-12oZTQY.twitter

Top URLs in Tweet in G2:
[74] https://www.nytimes.com/2007/01/22/health/22whoop.html
[16] https://threadreaderapp.com/thread/1327037476461027329.html
[5] https://threadreaderapp.com/thread/1327023694024151052.html
[5] https://twitter.com/elonmusk/status/1327125840040169472?s=20
[3] https://www.rcpath.org/uploads/assets/90111431-8aca-4614-b06633d07e2a3dd9/Guidance-and-SOP-COVID-19-Testing-NHS-Laboratories.pdf
[2] https://twitter.com/Thomas_Binder/status/1326552924672061446
[2] https://twitter.com/ntldr2020/status/1281952776453591041
[2] http://www.kdca.go.kr/board/board.es?mid=a30402000000&bid=0030&act=view&list_no=367267&nPage=1
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamainternalmedicine/fullarticle/10.1001/jamainternmed.2020.7570?guestAccessKey=26a817a5-2e73-4c00-9fc8-42493feb1b6e&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jamainternalmedicine&utm_content=olf&utm_term=111220
[1] https://twitter.com/sinichol/status/1330865218730291200

Top URLs in Tweet in G3:
[15] https://jamanetwork.com/journals/jama/fullarticle/2768155?alert=article
[13] https://jamanetwork.com/journals/jama/fullarticle/2773055?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111420#.X7BaXPdq5yc.twitter
[10] https://jamanetwork.com/journals/jama/fullarticle/2773108?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112120#.X7fvM6_m8Jo.twitter
[9] https://jumpshare.com/v/QFdM8EXDVZerVynHXm0k
[8] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/10.1001/jama.2020.22240
[7] https://jamanetwork.com/journals/jama/fullarticle/2773056?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111120#.X6xwGA7Udmc.twitter
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXQYzb5_kax8%26feature%3Dyoutu.be&q=EgS4SO-bGLXUuv0FIhkA8aeDS0bdYUj2mzb6StRlHyHsgRblc2K-MgFy
[4] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2020.20717?guestAccessKey=32dceed4-bf99-4b62-84df-ee51fe3b47a6&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=etoc&utm_term=112420
[4] https://jamanetwork.com/journals/jama/fullarticle/2773058?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111220#.X61azh4tmRY.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2020.20275?guestAccessKey=a6c90b8f-0fb1-466e-ae4c-6c425a7d965b&utm_source=twitter&utm_medium=social_jama&utm_term=4117654002&utm_campaign=article_alert&linkId=104101665

Top URLs in Tweet in G4:
[19] https://medicalxpress.com/news/2020-11-vitamin-d-omega-3s-bolster-health.html
[18] https://medicalxpress.com/news/2020-11-hydroxychloroquine-patients-hospitalized-covid-.html
[15] https://jamanetwork.com/journals/jama/fullarticle/2454911
[15] https://www.atsjournals.org/doi/10.1164/rccm.201607-1345OC
[12] https://medicalxpress.com/news/2020-11-childhood-exposure-middle-aged-brains.html
[5] https://medicalxpress.com/news/2020-11-fluvoxamine-illness-covid-patients.html
[5] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112120#.X7i-yZRNyOg.twitter
[3] https://youtu.be/KkbAvfjalhQ
[3] https://twitter.com/GidMK/status/1329534966284251136?s=19
[3] https://jamanetwork.com/journals/jama/fullarticle/2773058?guestAccessKey=45faf418-c2af-4351-9b9c-ad7b808aaaee&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=olf&utm_term=111120

Top URLs in Tweet in G5:
[4] https://jamanetwork.com/journals/jama/fullarticle/2772922?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111120#.X6uaFwutyK4.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2773120#.X7GkgOEmQmc.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2773272?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112420#.X70uPbQEirI.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2772921?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111420#.X6_prW2em28.twitter
[2] https://www.tctmd.com/news/fish-oil-tanks-strength-making-waves-reduce-it
[2] https://jamanetwork.com/journals/jama/fullarticle/2772922?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111220#.X60cxltx5ux.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2773516
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2773107
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/pages/coronavirus-alert?utm_campaign=COVID19&utm_medium=banner&utm_source=house&utm_content=leader&utm_term=728x90
[1] https://jamanetwork.com/journals/jamacardiology/article-abstract/2773324

Top URLs in Tweet in G6:
[1] https://twitter.com/allymay82/status/1326679835792576517
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930785-4%2Ffulltext&rc=0
[1] https://jamanetwork.com/journals/jama/fullarticle/2769034
[1] https://www.cbs.nl/nl-nl/visualisaties/welvaart-in-coronatijd/gezondheid
[1] https://twitter.com/mzelst/status/1331131807320817664
[1] https://twitter.com/HansKoppies/status/1308840519607476231?s=19
[1] https://twitter.com/BallouxFrancois/status/1300819849745231872?s=19
[1] https://twitter.com/Anewday56697032/status/1331407407772266496?s=19
[1] https://jamanetwork.com/journals/jama/fullarticle/2773128?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112120#.X7hRav5TNlI.twitter
[1] https://twitter.com/kmvnarayan14/status/1328469500497448961

Top URLs in Tweet in G7:
[21] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111820#.X7VU0kOtNSM.twitter
[8] https://jamanetwork.com/journals/jama/fullarticle/2773058?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111120#.X6wTVd357BI.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112120#.X7lC_BMIDWs.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2773128?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111420#.X6-IlqVaO98.twitter
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2773057
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2771873
[1] https://jamanetwork.com/journals/jama/fullarticle/2773108?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111220#.X61g_TTVnPs.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2772498?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=110320#.X6GOxd6qg8Y.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2773056?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111320#.X66ukd5v0ps.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2773338?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111920#.X7YeARJWTFM.twitter

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=2tsUTAWBJ9M&feature=youtu.be

[3] https://www.youtube.com/watch?v=2tsUTAWBJ9M

[1] https://www.nbcnews.com/science/science-news/why-experts-say-we-need-stop-talking-about-herd-immunity-n1247470
[1] https://www.youtube.com/watch?v=2tsUTAWBJ9M&feature=emb_logo

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DZnpnBYgGARE&q=EgS4SO-bGJyjs_0FIhkA8aeDSwMfIPSSMW-uZObKtRGBCoLLJaIcMgFy
[1] https://www.youtube.com/watch?v=2tsUTAWBJ9M&feature=youtu.be&utm_content=buffer91c67&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://twitter.com/saraecook/status/1328477821598130176
[1] https://www.youtube.com/watch?v=0aw9A9r_bOA&feature=youtu.be

[1] https://marginalrevolution.com/marginalrevolution/2020/11/predictions-of-the-herd-immunity-theorists.html

Top URLs in Tweet in G9:
[2] https://jamanetwork.com/journals/jama/fullarticle/2772860
[2] https://twitter.com/mariadelmartom/status/1326769534062227456
[1] https://jamanetwork.com/journals/jama/fullarticle/2771841?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112520#.X75fSKcu9_U.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2773108?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111320#.X648a0rBxUo.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2773280?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112520#.X75fKLF11UE.twitter
[1] https://jamanetwork.com/crawlprevention/governor?content=%2fjournals%2fjama%2farticle-abstract%2f2772299
[1] https://twitter.com/AbraarKaran/status/1327077682551554054
[1] https://jamanetwork.com/journals/jama/fullarticle/2772299?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111120#.X6uKbCas3lI.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2772299?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111920#.X7bmG3V_C9g.twitter
[1] https://twitter.com/AmeshAA/status/1328902717117505536

Top URLs in Tweet in G10:
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2772627

Top Domains
Top Domains in Tweet in Entire Graph:
[1572] jamanetwork.com
[173] twitter.com
[74] nytimes.com
[71] medicalxpress.com
[52] ama-assn.org
[41] youtube.com
[23] nih.gov
[22] threadreaderapp.com
[21] jumpshare.com
[15] atsjournals.org

Top Domains in Tweet in G1:
[896] jamanetwork.com
[30] ama-assn.org
[30] twitter.com
[11] jumpshare.com
[9] dlvr.it
[5] youtube.com
[4] zenodo.org
[4] medium.com
[4] nih.gov
[3] ja.ma

Top Domains in Tweet in G2:
[74] nytimes.com
[21] threadreaderapp.com
[19] twitter.com
[5] youtube.com
[3] rcpath.org
[2] google.com
[2] go.kr
[1] jamanetwork.com
[1] yale.edu
[1] npr.org

Top Domains in Tweet in G3:
[355] jamanetwork.com
[46] twitter.com
[22] ama-assn.org
[12] youtube.com
[9] jumpshare.com
[5] eurekalert.org
[5] google.com
[4] datamethods.org
[3] medicalxpress.com
[3] sciencedirect.com

Top Domains in Tweet in G4:
[68] jamanetwork.com
[66] medicalxpress.com
[15] atsjournals.org
[13] twitter.com
[7] nih.gov
[3] youtu.be
[3] nejm.org
[2] bmj.com
[2] thoracic.org
[2] medpagetoday.com

Top Domains in Tweet in G5:
[33] jamanetwork.com
[10] twitter.com
[2] tctmd.com
[1] ja.ma
[1] jacc.org
[1] nationalgeographic.com
[1] medscape.com

Top Domains in Tweet in G6:
[9] twitter.com
[5] jamanetwork.com
[1] elsevierhealth.com
[1] cbs.nl
[1] journalstar.com
[1] washingtonpost.com
[1] kitabisa.com
[1] statnews.com

Top Domains in Tweet in G7:
[49] jamanetwork.com
[2] twitter.com
[2] youtube.com

Top Domains in Tweet in G8:
[9] youtube.com
[1] nbcnews.com
[1] google.com
[1] twitter.com
[1] marginalrevolution.com

Top Domains in Tweet in G9:
[12] twitter.com
[10] jamanetwork.com
[2] europa.eu
[1] cdc.gov
[1] usatoday.com
[1] nejm.org
[1] apnews.com
[1] elsevierhealth.com
[1] rapidtests.org
[1] google.com

Top Domains in Tweet in G10:
[1] jamanetwork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[605] covid19
[64] longcovid
[59] hydroxychloroquine
[55] sarscov2
[45] medicine
[40] aha20
[40] patients
[38] cannabis
[35] covid
[34] healthequity



Top Hashtags in Tweet in G1:
[232] covid19
[35] longcovid
[25] covidー19
[19] aha20
[15] healthcare
[15] flu
[15] fluvaccine
[13] hfref
[12] children
[12] sarscov2

Top Hashtags in Tweet in G2:
[3] proxy
[3] asymptomatic
[2] virus_replication
[2] culture
[1] covid
[1] fraud
[1] corruption
[1] police
[1] judiciary
[1] corrupt

Top Hashtags in Tweet in G3:
[152] covid19
[37] sarscov2
[24] hydroxychloroquine
[19] longcovid
[17] covid
[10] livercancer
[10] coronavirus
[9] icymi
[6] mentalhealth
[6] covid_19

Top Hashtags in Tweet in G4:
[115] covid19
[22] hydroxychloroquine
[19] vitamind
[19] health
[18] nih
[12] childhood
[10] vaccine
[8] jhmchat
[7] diabetes
[7] heartfailure

Top Hashtags in Tweet in G5:
[13] aha20
[8] covid19
[5] strength
[5] invested
[3] hfref
[2] grandrounds
[2] colchicine
[2] covid
[1] cardiotwitter
[1] arterial

Top Hashtags in Tweet in G6:
[2] covid19
[2] covid
[1] ccpchina
[1] tplf
[1] ethiopia
[1] امریکا
[1] کووید۱۹
[1] پرستاران
[1] پزشک
[1] کرونا

Top Hashtags in Tweet in G7:
[20] covid19
[6] longcovid
[6] lyme
[6] bartonella
[6] babesia
[6] rickettsia
[6] powassanvirus
[4] medhum
[2] girldad
[2] tocilizumab

Top Hashtags in Tweet in G8:
[6] johnsnowmemo
[4] greatbarringtondeclaration
[2] jaybhattacharya
[1] sarscov2
[1] herdimmunity
[1] coronavirus
[1] pandemic
[1] agenda2030

Top Hashtags in Tweet in G9:
[18] covid19
[1] hydroxychloroquine
[1] fluvoxamine
[1] weneedtodobetter
[1] sarscov2
[1] seasonalflu
[1] hcws
[1] healthcareworkers
[1] margaritadelval
[1] radioelrespeto

Top Hashtags in Tweet in G10:
[1] typography
[1] irq
[1] stonevaults
[1] caterpillar
[1] windowzoology
[1] penisvaginayou
[1] surrogateegg
[1] celldna
[1] spermcell
[1] lysine

Top Words
Top Words in Tweet in Entire Graph:
[6079] jama_current
[2570] alexberenson
[1466] subsix848
[1429] chicago_sunrise
[1419] michaelyeadon3
[1268] jamanetwork
[1022] more
[981] pcr
[934] testing
[886] part

Top Words in Tweet in G1:
[1344] jama_current
[837] jamanetwork
[673] part
[482] covid
[398] 19
[302] clinical
[232] #covid19
[181] effect
[181] sars
[179] cov

Top Words in Tweet in G2:
[2200] jama_current
[2198] alexberenson
[1465] subsix848
[1429] chicago_sunrise
[1418] michaelyeadon3
[660] pcr
[531] paper
[522] testing
[513] more
[487] fascinating

Top Words in Tweet in G3:
[1027] jama_current
[353] alexberenson
[309] more
[298] testing
[279] pcr
[270] today
[269] paper
[257] number
[256] vastly
[255] fascinating

Top Words in Tweet in G4:
[443] jama_current
[146] nejm
[115] #covid19
[101] niaidnews
[87] early
[83] foamecmo
[83] treatment
[81] lead
[80] dr
[80] fauci

Top Words in Tweet in G5:
[145] jama_current
[32] oil
[30] omega
[25] trial
[24] jamanetwork
[23] anubhaagarwalmd
[23] nmhheartdoc
[22] mark_huffman
[21] strength
[19] dr

Top Words in Tweet in G6:
[62] jama_current
[36] cdcgov
[17] hospital
[16] acquired
[16] sars
[16] cov
[16] infection
[15] ecdc_eu
[14] judyopreis
[14] walrathis

Top Words in Tweet in G7:
[58] jama_current
[50] clinical
[37] jama
[34] absteward
[33] infection
[31] sars
[31] cov
[30] spectrum
[30] preetinmalani
[29] proposed

Top Words in Tweet in G8:
[64] jay
[64] bhattacharya
[56] jama_current
[50] martinkulldorff
[48] focused
[48] protection
[47] excellent
[47] appearance
[47] stanfordmed's
[47] arguing

Top Words in Tweet in G9:
[189] jama_current
[166] pacificjulio
[159] jamanetwork
[147] mariagallegobl
[142] ligero999
[137] michaelmina_lab
[135] svillapol
[132] mariadelmartom
[101] oriolmitja
[101] drewanet

Top Words in Tweet in G10:
[11] jama_current
[6] usatoday's
[6] adriannausat
[6] research
[6] letter
[6] katiehale29
[6] ranitmd
[6] nishantuppal7
[6] caroline_hlee
[6] p4hr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1785] alexberenson,jama_current
[1454] subsix848,alexberenson
[1412] chicago_sunrise,subsix848
[1383] michaelyeadon3,chicago_sunrise
[868] jama_current,part
[770] part,jamanetwork
[763] jama_current,paper
[753] pcr,testing
[750] fascinating,jama_current
[750] paper,today

Top Word Pairs in Tweet in G1:
[669] jama_current,part
[617] part,jamanetwork
[395] covid,19
[190] jama_current,jamanetwork
[179] sars,cov
[126] vs,placebo
[122] cov,infection
[114] fluvoxamine,vs
[108] 19,jama_current
[106] clinical,deterioration

Top Word Pairs in Tweet in G2:
[1682] alexberenson,jama_current
[1453] subsix848,alexberenson
[1412] chicago_sunrise,subsix848
[1383] michaelyeadon3,chicago_sunrise
[486] pcr,testing
[485] fascinating,jama_current
[485] jama_current,paper
[485] paper,today
[485] today,offers
[485] offers,more

Top Word Pairs in Tweet in G3:
[254] fascinating,jama_current
[254] jama_current,paper
[254] paper,today
[254] today,offers
[254] offers,more
[254] more,proof
[254] pcr,testing
[254] vastly,overstates
[253] proof,pcr
[253] testing,scheme

Top Word Pairs in Tweet in G4:
[75] treatment,options
[75] options,early
[75] early,mild
[75] mild,#covid19
[69] jama_current,niaidnews
[67] delayed,fluid
[67] fluid,therapy
[67] therapy,lead
[67] lead,ischemic
[67] ischemic,injury

Top Word Pairs in Tweet in G5:
[20] nmhheartdoc,mark_huffman
[19] fish,oil
[18] strength,trial
[16] viewpoint,jama_current
[16] jama_current,co
[16] co,authors
[16] authors,nmhheartdoc
[16] mark_huffman,proposes
[16] proposes,pragmatic
[16] pragmatic,implementation

Top Word Pairs in Tweet in G6:
[16] hospital,acquired
[16] acquired,sars
[16] sars,cov
[16] cov,infection
[15] ecdc_eu,cdcgov
[14] judyopreis,walrathis
[14] walrathis,telegraaf
[14] telegraaf,kdenheijer
[14] kdenheijer,carstenlincke
[14] carstenlincke,ecdc_eu

Top Word Pairs in Tweet in G7:
[31] sars,cov
[31] cov,infection
[29] proposed,framework
[29] framework,timeline
[29] timeline,clinical
[29] clinical,spectrum
[29] spectrum,sars
[27] covid,19
[20] absteward,proposed
[20] infection,jama

Top Word Pairs in Tweet in G8:
[64] jay,bhattacharya
[48] focused,protection
[47] excellent,appearance
[47] appearance,stanfordmed's
[47] stanfordmed's,jay
[47] bhattacharya,arguing
[47] arguing,focused
[45] martinkulldorff,excellent
[45] protection,#greatbarringtondeclara
[18] barrington,declaration

Top Word Pairs in Tweet in G9:
[154] jama_current,jamanetwork
[139] mariagallegobl,pacificjulio
[129] jamanetwork,michaelmina_lab
[113] svillapol,mariagallegobl
[108] pacificjulio,ligero999
[108] ligero999,jama_current
[101] drewanet,svillapol
[55] pacificjulio,jama_current
[54] jozzyup,oriolmitja
[53] oriolmitja,drewanet

Top Word Pairs in Tweet in G10:
[6] usatoday's,adriannausat
[6] adriannausat,jama_current
[6] jama_current,research
[6] research,letter
[6] letter,katiehale29
[6] katiehale29,ranitmd
[6] ranitmd,nishantuppal7
[6] nishantuppal7,caroline_hlee
[5] p4hr,usatoday's
[5] caroline_hlee,erfan

Top Replied-To
Top Replied-To in Entire Graph:
@jama_current
@alexberenson
@michaelyeadon3
@jkerridgednp
@bjaekin
@erictopol
@noah97885865
@mariadelmartom
@chicago_sunrise
@nih

Top Replied-To in G1:
@jama_current
@erictopol
@srrezaie
@pviddy72
@snoqualmie
@caulfieldtim
@calinemattar
@profpcdoherty
@jenniferathomp
@hengartnermp

Top Replied-To in G2:
@michaelyeadon3
@alexberenson
@chicago_sunrise
@gosiamoro
@loganmayhem1
@dranandjain2009
@jeff_oakley1990
@pete0rz
@3gnole1
@ajcwindependen1

Top Replied-To in G3:
@jama_current
@alexberenson
@noah97885865
@sometal7
@jeffemdoc
@boutros555
@fionarmiller
@bmfiore2
@voraheeral
@dr_ml_md

Top Replied-To in G4:
@jkerridgednp
@bjaekin
@nih
@mdufay
@medical_xpress
@eric_weinhandl
@nihdirector
@rkwadhera
@ameykulkarnimd
@adanzbecerra1

Top Replied-To in G5:
@drmarthagulati
@anubhaagarwalmd
@ethanjweiss
@tarikyucemd
@dramitkhera
@jama_current
@hmkyale
@barttels2
@heartotxheartmd
@garimavsharmamd

Top Replied-To in G6:
@jama_current
@hanskoppies
@vandodona
@deemdeemlab
@curly_woowoowoo
@glenys_infexion
@overitall2020
@hinapatelrx
@gervanderveen
@erictopol

Top Replied-To in G7:
@preetinmalani
@carlosdelrio7
@k_stephensonmd
@ingridkatzmd
@chrisfriese_rn
@paulsaxmd
@columbia
@masatsugusakata

Top Replied-To in G8:
@ajkaywriter
@martinkulldorff
@aier
@michaelcave15
@harvardchansph
@achwendler
@dewhirstrichard
@petercbarbour
@jama_current
@ecommentator1

Top Replied-To in G9:
@mariadelmartom
@nikomer75
@ligero999
@oriolmitja
@mariagallegobl
@cientounero
@svillapol
@drewanet
@pacificjulio
@ogrecio

Top Replied-To in G10:
@chanzuckerberg
@jessicahuseman
@usatoday

Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@alexberenson
@subsix848
@chicago_sunrise
@michaelyeadon3
@jamanetwork
@nejm
@pacificjulio
@mariagallegobl
@michaelmina_lab

Top Mentioned in G1:
@jama_current
@jamanetwork
@erictopol
@muinjkhoury
@wustlmed
@jenabbasi
@right_covid19
@profpcdoherty
@hengartnermp
@caulfieldtim

Top Mentioned in G2:
@jama_current
@alexberenson
@subsix848
@chicago_sunrise
@michaelyeadon3
@threadreaderapp
@repandybiggsaz
@bmsmatrix
@ajcwindependen1
@martytwit

Top Mentioned in G3:
@jama_current
@alexberenson
@jamanetwork
@jeffemdoc
@emoryem
@f2harrell
@muinjkhoury
@edgarvlermamd
@uk_bio

Top Mentioned in G4:
@jama_current
@nejm
@niaidnews
@foamecmo
@medical_xpress
@nihdirector
@thelancet
@chris_iannacone
@gayfrose
@wendal88

Top Mentioned in G5:
@jama_current
@jamanetwork
@nmhheartdoc
@mark_huffman
@rblument1
@anubhaagarwalmd
@kbilimoria
@sethshaymartin
@hancardiomd
@nu_intmed

Top Mentioned in G6:
@jama_current
@cdcgov
@who
@judyopreis
@walrathis
@telegraaf
@kdenheijer
@carstenlincke
@ecdc_eu
@thelancet

Top Mentioned in G7:
@jama_current
@jama
@absteward
@preetinmalani
@carlosdelrio7
@jamanetwork
@rwalensky
@columbia
@robbieforchange

Top Mentioned in G8:
@jama_current
@stanfordmed
@martinkulldorff
@mlipsitch
@harvardchansph
@davidzweig
@ajkaywriter
@gbdeclaration
@alexberenson
@ccdd_hsph

Top Mentioned in G9:
@jama_current
@pacificjulio
@jamanetwork
@mariagallegobl
@michaelmina_lab
@ligero999
@svillapol
@mariadelmartom
@drewanet
@oriolmitja

Top Mentioned in G10:
@jama_current
@usatoday
@adriannausat
@katiehale29
@ranitmd
@nishantuppal7
@caroline_hlee
@p4hr
@erfan
@cia

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriangoski
@threadreaderapp
@edinburghwatch
@comcastcares
@revolution_fr
@housecracka
@myplace4u
@thehill
@pollsstar
@rosenchild

Top Tweeters in G1:
@edinburghwatch
@rosenchild
@kimvie
@morgfair
@blackrepublican
@lorettabower3
@upuouo
@andrewmorrisuk
@libbyliberalnyc
@manson_marina

Top Tweeters in G2:
@threadreaderapp
@housecracka
@magicdmw
@bearingtruth
@1catherinesiena
@rmack2x
@garthgodsman
@princessofwails
@serd1983
@rockie_springer

Top Tweeters in G3:
@juanmuriangoski
@revolution_fr
@myplace4u
@uchida_kawasaki
@markplackett1
@albertarabbit
@sandoly
@foxnews
@redianbot
@shyduroff

Top Tweeters in G4:
@loyalfan1
@betzmyboyblue11
@kellyclelland1
@beverlyfolkers
@npazderski
@mchovden1785
@bbcworld
@thalmearcreq
@france24_en
@monitor_ph

Top Tweeters in G5:
@saludhealthinfo
@mdaware
@hragy
@_ilannn
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@barttels2
@cmichaelgibson
@cardioian

Top Tweeters in G6:
@comcastcares
@thehill
@guardian
@business
@reuters
@telegraaf
@lesechos
@nytimes
@cnbc
@wsj

Top Tweeters in G7:
@njdoc
@cynicalvision50
@donaldverger
@krupali
@cchavezbowen
@adiar_os_dias
@citizencohn
@jan_kraaksd
@toetterbeck
@kidney_boy

Top Tweeters in G8:
@schwingcat
@canisgallicus
@mission_76
@br24
@wef
@merlotvine
@luma923
@scieducation1
@bidenhertime
@macsmart31

Top Tweeters in G9:
@roxann_minerals
@demiurgotuiter
@mic
@brianhill_53703
@msep0003
@valdescabb
@rosa_tomas
@tertulianes
@ppjvpp
@cescacorominas

Top Tweeters in G10:
@usatoday
@wholefoods
@marieclaireuk
@theatlantic
@marieclaire
@vanityfair
@publix
@jaxdotcom
@yahoo
@nasa


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