jama_current, Twitter, 1/23/2021 7:35:38 PM, 246309


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jama_current_2021-01-23_04-03-07.xlsx
jama_current_2021-01-23_04-03-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2021
Short Description:
jama_current via NodeXL https://bit.ly/2Y6okF5
@jama_current
@erictopol
@ayudamedicamx
@jamanetwork
@cdcdirector
@c
@timbooth75
@eunicee62945638
@ryannipp
@power79646739

Top hashtags:
#covid19
#sarscov2
#medicine
#cannabis
#patients
#doctors
#opioid
#cancer
#meded

Description:
Description
The graph represents a network of 6,404 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, 23 January 2021 at 12:09 UTC.

The requested start date was Saturday, 23 January 2021 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 18-day, 2-hour, 25-minute period from Monday, 04 January 2021 at 20:53 UTC to Friday, 22 January 2021 at 23:19 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


Overall Graph Metrics
Vertices : 6404
Unique Edges : 9640
Edges With Duplicates : 17118
Total Edges : 26758
Number of Edge Types : 5
Retweet : 4507
MentionsInRetweet : 9775
Replies to : 1496
Mentions : 10880
Tweet : 100
Self-Loops : 207
Reciprocated Vertex Pair Ratio : 0.0364638682252922
Reciprocated Edge Ratio : 0.0703620634412047
Connected Components : 49
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 6256
Maximum Edges in a Connected Component : 26506
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.9345
Graph Density : 0.000380565090750812
Modularity : 0.401528
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,404 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, 23 January 2021 at 12:09 UTC.

The requested start date was Saturday, 23 January 2021 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 18-day, 2-hour, 25-minute period from Monday, 04 January 2021 at 20:53 UTC to Friday, 22 January 2021 at 23:19 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 : 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:
[82] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2774686
[37] https://jamanetwork.com/journals/jama/fullarticle/2773516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_tMrBTmN35.twitter
[28] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010821#.X_jIrkgajv4.twitter
[23] https://jamanetwork.com/journals/jama/fullarticle/2769872?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010721#.X_d_G0-N4L4.twitter
[23] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011121#.X_yxQbAuhqo.twitter
[20] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010821#.X_jKxd0AVbg.twitter
[20] https://www.iomcworld.org/internal-medicine-public-health.html
[19] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_owCM8Tg6I.twitter
[17] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_kp0zmtYgo.twitter
[17] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010721#.X_eIOXeKL8E.twitter

Top URLs in Tweet in G1:
[19] https://jamanetwork.com/journals/jama/fullarticle/2769872?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010721#.X_d_G0-N4L4.twitter
[16] https://jamanetwork.com/journals/jama/fullarticle/2773516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_tMrBTmN35.twitter
[16] https://jamanetwork.com/journals/jama/fullarticle/2773516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_ta9IdzU_I.twitter
[15] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010721#.X_eIOXeKL8E.twitter
[15] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010821#.X_jWKsnIlEk.twitter
[15] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_tv71g-5O5.twitter
[14] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_uFGS4vK0l.twitter
[13] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010621#.X_ZWPCQQhVA.twitter
[12] https://jamanetwork.com/journals/jama/fullarticle/2774412?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_t9UdpNPB-.twitter
[12] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010621#.X_ZpNlENtSw.twitter

Top URLs in Tweet in G2:
[10] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_vKb40SH0d.twitter
[9] https://jamanetwork.com/journals/jama/fullarticle/2774412?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010621#.X_X7-XLKLSs.twitter
[8] https://jamanetwork.com/journals/jama/fullarticle/2774412?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010121#.X-90U3H-w78.twitter
[8] https://jamanetwork.com/journals/jama/fullarticle/2775287?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAgstFOWXeQ.twitter
[7] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAg9Pbbhiu0.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2774539?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122220#.X-IszqSXiCp.twitter
[5] https://jamanetwork.com/journals/jama/fullarticle/2775646?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012221#.YApu4Erk1we.twitter
[5] https://jamanetwork.com/journals/jama/fullarticle/2774835?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011221#.X_4kd_peHw8.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2773516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_tMrBTmN35.twitter
[4] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2773516

Top URLs in Tweet in G3:
[16] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010821#.X_jKxd0AVbg.twitter
[8] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010621#.X_YusICienF.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2775646
[2] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2775006
[2] https://twitter.com/ArisKatzourakis/status/1345811795915767814
[2] https://jamanetwork.com/journals/jama/fullarticle/2775287?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAgstFOWXeQ.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_sztQRFnHI.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775647
[1] https://www.nytimes.com/2018/10/16/health/genetic-testing-mutations.html?rref=collection%2Fsectioncollection%2Fscience&action=click&contentCollection=science®ion=stream&module=stream_unit&version=latest&contentPlacement=2&pgtype=sectionfront
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2707953

Top URLs in Tweet in G4:
[3] https://www.capital.fr/entreprises-marches/covid-19-le-test-salivaire-easycov-sera-rembourse-par-la-securite-sociale-1390268
[2] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamanetworkopen/fullarticle/2774707
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0c8b59c0-5d09-11eb-b121-2fa5613cbe55&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMS0yMS9saWxseS1zLWFudGlib2R5LWhlbHBzLXByZXZlbnQtY292aWQtMTktaW4tbnVyc2luZy1ob21lLXN0dWR5
[1] https://jamanetwork.com/journals/jama/fullarticle/2775646#.YAqrrw0DMM2.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775647?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012321#.YAtaWGnzRpU.twitter
[1] https://twitter.com/JAMA_current/status/1351591668277866496
[1] https://jamanetwork.com/journals/jama/fullarticle/2773988
[1] https://www.pscp.tv/w/1DXxyRlYdNZKM
[1] https://vitamind4all.org/letter.html
[1] https://jamanetwork.com/journals/jama/fullarticle/2775687?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012221#.YAtBOEJWpAI.twitter

Top URLs in Tweet in G5:
[9] https://jamanetwork.com/journals/jama/fullarticle/2774078
[3] https://norml.org/news/2018/12/06/study-little-distinction-exists-among-sativa-or-indica?utm_sq=fxxs7h3igj&link_id=5&can_id=c863ed9b32362903fd43a439ec4d7068&source=email-norml-news-of-the-week-1262018-2&email_referrer=email_463843&email_subject=norml-news-of-the-week-1262018
[3] https://www.bmj.com/company/newsroom/healthcare-workers-7-times-as-likely-to-have-severe-covid-19-as-other-workers/
[2] https://www.analyticalcannabis.com/news/combining-cannabinoids-with-radiotherapy-improves-cancer-outcomes-300376?utm_sq=fqyr3dgu6g
[2] https://www.green-flower.com/articles/1080/do-strains-really-matter-in-medical-cannabis?utm_sq=g1y4jr8608
[2] https://www.insider.com/does-weed-make-you-lose-weight?utm_sq=gc7wzsvboj
[2] https://inhalemd.com/blog/how-marijuana-legalization-will-harm-patient-care/?utm_sq=gfd7e29ern
[2] https://cannabishealthinsider.com/2813/researchers-suggest-that-standardized-dosing-of-cannabis-might-be-important/?utm_sq=gex39786ct
[2] https://www.healthline.com/health-news/cannabis-use-can-increase-your-susceptibility-to-false-memories?utm_sq=gc7x62pyga
[2] https://www.medicaleconomics.com/news/cbd-oil-trend?utm_sq=g3hilp15l8

Top URLs in Tweet in G6:
[13] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_kp0zmtYgo.twitter
[3] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamaoncology/fullarticle/2774517
[2] https://jamanetwork.com/journals/jamaoncology/article-abstract/2774872
[2] https://twitter.com/orpanag/status/1346236964345946114
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2774088
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamainternalmedicine/fullarticle/2772327
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamanetworkopen/fullarticle/2774703
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamanetworkopen/fullarticle/2774715
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2774845
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2772627

Top URLs in Tweet in G7:
[9] https://nam.edu/20-years-of-health-care-quality/
[4] https://medicalxpress.com/news/2021-01-bamlanivimab-etesevimab-sars-cov-viral.html
[4] https://www.hhs.gov/about/news/2021/01/12/nationwide-study-shows-continued-rise-in-opioid-affected-births.html
[3] https://jamanetwork.com/journals/jama/fullarticle/2775280?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAefvwBjZfg.twitter
[3] https://twitter.com/jama_current/status/1346514390019760129
[3] https://www.youtube.com/watch?v=xN9h4jt0Wlc&feature=youtu.be

[2] https://jamanetwork.com/journals/jama/fullarticle/2775005?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YADc27_gFeo.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2775181?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_k8DJT_xQ8.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2768354?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011221#.X_5M4UzpY3w.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2774657?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011321#.X_47SXP7VLo.twitter

Top URLs in Tweet in G8:
[7] https://jamanetwork.com/journals/jama/fullarticle/2774845?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011221#.X_5Z9QlVYj0.twitter
[7] https://jamanetwork.com/journals/jama/fullarticle/2768396?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YADGC8dfwdq.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2775280#.YAfeOLhuS04.twitter
[5] https://jamanetwork.com/journals/jama/fullarticle/2775646?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012121#.YAn7T3ZUWHM.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2775291
[3] https://jamanetwork.com/journals/jama/fullarticle/2772137?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YACPqlPMNec.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2773516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011021#.X_syqZ13yNQ.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2775286?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAgn6d895BA.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2774681
[2] https://jamanetwork.com/journals/jama/fullarticle/2775004?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_n6J3dsH2A.twitter

Top URLs in Tweet in G9:
[3] https://jamanetwork.com/journals/jama/fullarticle/2775280
[2] https://www.nytimes.com/2021/01/01/health/coronavirus-vaccines-britain.html
[2] https://twitter.com/Power79646739/status/1350234628997730304?s=19
[2] https://twitter.com/Power79646739/status/1350859091585937410?s=19
[2] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/954724/Greenbook_chapter_14a_v5.pdf
[2] https://jamanetwork.com/journals/jama/fullarticle/2775280?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011921#.YAcDzzUFeWk.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775180?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_mloRgZuq8.twitter
[1] https://www.bbc.com/future/article/20210114-covid-19-how-effective-is-a-single-vaccine-dose
[1] https://www.nytimes.com/live/2021/01/17/world/covid-19-coronavirus
[1] https://hongkongfp.com/2021/01/14/covid-19-hong-kong-to-roll-out-city-wide-vaccination-scheme-as-early-as-next-month/

Top URLs in Tweet in G10:
[79] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2774686
[28] https://jamanetwork.com/journals/jama/fullarticle/2775006?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010821#.X_jIrkgajv4.twitter
[19] https://jamanetwork.com/journals/jama/fullarticle/2775003?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010921#.X_owCM8Tg6I.twitter
[7] https://jamanetwork.com/journals/jama/fullarticle/2775227?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011121#.X_zUYiY1lU8.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2775286?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAfyTIfhmPY.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2774834?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011321#.X_6o_P0QIIg.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775287?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAfyrscpXsc.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2774671?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=010621#.X_WLcrW4qjI.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775281?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAfx0uLVCEY.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2775266?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012021#.YAfyIL74SZo.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[2163] jamanetwork.com
[146] twitter.com
[77] ama-assn.org
[28] youtube.com
[24] nih.gov
[21] the-scientist.com
[20] iomcworld.org
[13] healio.com
[12] dlvr.it
[11] nam.edu

Top Domains in Tweet in G1:
[989] jamanetwork.com
[15] twitter.com
[12] dlvr.it
[7] emory.edu
[4] youtube.com
[2] ja.ma
[2] nih.gov
[2] physiciansweekly.com
[1] nytimes.com
[1] ajtmh.org

Top Domains in Tweet in G2:
[489] jamanetwork.com
[41] twitter.com
[23] ama-assn.org
[19] youtube.com
[12] healio.com
[6] pscp.tv
[6] nih.gov
[4] youtu.be
[3] jwatch.org
[3] 4sighthealth.com

Top Domains in Tweet in G3:
[49] jamanetwork.com
[9] twitter.com
[1] nytimes.com
[1] sciencemag.org
[1] pscp.tv
[1] realclearscience.com
[1] cnn.com
[1] upenn.edu
[1] emory.edu

Top Domains in Tweet in G4:
[12] jamanetwork.com
[4] twitter.com
[3] capital.fr
[1] bloomberg.com
[1] pscp.tv
[1] vitamind4all.org
[1] lindependant.fr
[1] chicagotribune.com
[1] forbes.com
[1] medium.com

Top Domains in Tweet in G5:
[16] jamanetwork.com
[13] twitter.com
[6] nih.gov
[5] inhalemd.com
[5] bmj.com
[4] bit.ly
[4] fbi.gov
[3] cannabis-specialists.org
[3] norml.org
[2] youtube.com

Top Domains in Tweet in G6:
[44] jamanetwork.com
[4] twitter.com
[2] facebook.com
[1] larepublica.co
[1] nam.edu
[1] acc.org
[1] arxiv.org

Top Domains in Tweet in G7:
[74] jamanetwork.com
[13] ama-assn.org
[12] twitter.com
[10] nam.edu
[9] medicalxpress.com
[4] hhs.gov
[3] youtube.com
[1] ja.ma
[1] washingtonpost.com
[1] amazon.com

Top Domains in Tweet in G8:
[59] jamanetwork.com
[3] twitter.com
[1] auntminnieeurope.com
[1] nih.gov
[1] auntminnie.com

Top Domains in Tweet in G9:
[21] twitter.com
[13] jamanetwork.com
[3] nytimes.com
[3] gov.uk
[2] bmj.com
[2] economist.com
[2] covid19criticalcare.com
[1] bbc.com
[1] hongkongfp.com
[1] bloomberg.com

Top Domains in Tweet in G10:
[146] jamanetwork.com
[5] nih.gov
[1] ama-assn.org
[1] umich.edu
[1] biomedcentral.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[589] covid19
[283] sarscov2
[82] medicine
[75] cannabis
[65] patients
[59] doctors
[54] opioid
[46] cancer
[43] meded
[34] publichealth



Top Hashtags in Tweet in G1:
[91] covid19
[34] sarscov2
[18] eol
[12] jamanetworkinthenews
[12] sars_cov_2
[10] saludpublica
[10] redessociales
[9] healthcare
[9] cutitout
[9] covid

Top Hashtags in Tweet in G2:
[153] covid19
[34] opioid
[24] texas
[24] abortion
[20] progeria
[18] fda
[16] jamalive
[14] sarscov2
[13] covid19vaccine
[11] copd

Top Hashtags in Tweet in G3:
[210] sarscov2
[11] covid19
[8] b117
[8] 501y
[5] coronavirus
[3] covid19vaccine
[2] publichealth
[2] ffce
[1] nomenklatura
[1] translational

Top Hashtags in Tweet in G4:
[33] covid19
[15] anaphylaxis
[15] vaccines
[11] hcps
[9] ffce
[6] bamlanivimab
[6] etesevimab
[4] sarscov2
[4] ivermectin
[3] covid_19

Top Hashtags in Tweet in G5:
[75] cannabis
[70] medicine
[64] patients
[59] doctors
[37] covid19
[22] acscme2021
[8] eccr21
[6] relax
[6] cbd
[5] ecmo

Top Hashtags in Tweet in G6:
[39] cancer
[24] covid19
[6] coronavirus
[3] pandemic
[3] telemedicine
[3] sarscov2
[2] us
[2] vaccine
[2] geriatrics
[2] pallonc

Top Hashtags in Tweet in G7:
[65] covid19
[19] opioid
[17] residents
[12] toerrishuman
[9] pregnant
[6] obesity
[6] women
[6] new
[6] moms
[5] sarscov2

Top Hashtags in Tweet in G8:
[9] asthmaguidelines
[9] copd
[7] covid19
[4] vbid
[4] coronavirus
[4] viewpoint
[3] residents
[3] embolism
[3] pep
[3] pe

Top Hashtags in Tweet in G9:
[10] covid19
[6] pandemia
[6] aislamiento
[5] mhealth
[5] digitalhealth
[4] sarscov2
[4] clinicaltrial
[3] fda
[2] leronlimab
[1] bamlanivimab

Top Hashtags in Tweet in G10:
[7] ibdpaper21
[7] crohn
[2] ifsovirtualworldcongress
[2] weightloss
[2] crohnsdisease
[1] benzodiazepines
[1] ibd
[1] gitwitter
[1] crohns

Top Words
Top Words in Tweet in Entire Graph:
[4634] jama_current
[1357] jamanetwork
[1212] part
[1004] covid
[826] 19
[644] variants
[583] #covid19
[566] health
[541] cdcdirector
[535] erictopol

Top Words in Tweet in G1:
[1234] jama_current
[942] jamanetwork
[816] part
[372] covid
[348] 19
[203] sars
[202] cov
[197] variants
[179] genetic
[163] mean

Top Words in Tweet in G2:
[984] jama_current
[166] part
[164] covid
[153] #covid19
[142] 19
[137] study
[136] health
[106] patients
[100] jamanetwork
[84] sars

Top Words in Tweet in G3:
[498] erictopol
[279] variants
[263] pfizer
[259] biontech_group
[256] people
[230] vaccine
[218] reactions
[217] 21
[213] dose
[212] anaphylactic

Top Words in Tweet in G4:
[389] cdcdirector
[358] jama_current
[324] cdcgov
[314] director
[249] start
[248] ve
[248] honored
[248] position
[247] spent
[247] life

Top Words in Tweet in G5:
[319] jama_current
[154] bmj_latest
[148] gmacscotland
[133] mancunianmedic
[109] nejm
[101] hospital
[75] #cannabis
[70] #medicine
[69] study
[67] cannaspecialist

Top Words in Tweet in G6:
[270] ayudamedicamx
[244] pruebas
[236] importancia
[236] uso
[235] 50
[235] dan
[235] asintomáticas
[234] masivo
[234] resume
[234] contagios

Top Words in Tweet in G7:
[286] jama_current
[80] nmhheartdoc
[74] health
[65] #covid19
[51] amermedicalassn
[39] author
[37] medical
[33] part
[33] jamanetwork
[31] quality

Top Words in Tweet in G8:
[154] jama_current
[81] wszczeklik
[59] health
[56] larry_levitt
[52] ja
[45] covid
[45] reform
[40] 19
[37] nie
[35] part

Top Words in Tweet in G9:
[200] jama_current
[132] cmichaelgibson
[131] drianweissman
[130] _atanas_
[126] stevefda
[124] drjudyamikovits
[120] drdavidsamadi
[120] denutrients
[107] cdcdirector
[103] delthiaricks

Top Words in Tweet in G10:
[121] jama_current
[101] drkeithsiau
[84] crohn
[81] disease
[81] differential
[81] diagnoses
[79] overview
[57] cov
[45] minesoh
[38] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1168] jama_current,part
[991] part,jamanetwork
[792] covid,19
[461] sars,cov
[370] genetic,variants
[352] variants,sars
[322] dose,pfizer
[301] jama_current,jamanetwork
[275] infectious,diseases
[273] pfizer,biontech_group

Top Word Pairs in Tweet in G1:
[814] jama_current,part
[746] part,jamanetwork
[338] covid,19
[202] sars,cov
[171] jama_current,jamanetwork
[167] genetic,variants
[155] variants,sars
[150] cov,mean
[118] mean,jama_current
[86] través,jama_current

Top Word Pairs in Tweet in G2:
[162] jama_current,part
[132] covid,19
[91] part,jamanetwork
[80] sars,cov
[66] genetic,variants
[62] variants,sars
[59] today,jama_current
[43] public,health
[43] cov,mean
[39] arnold_monto,umichsph

Top Word Pairs in Tweet in G3:
[259] pfizer,biontech_group
[210] 21,people
[210] anaphylactic,reactions
[209] details,21
[209] people,anaphylactic
[209] reactions,1st
[209] 1st,dose
[209] dose,pfizer
[209] biontech_group,vaccine
[208] erictopol,details

Top Word Pairs in Tweet in G4:
[247] ve,spent
[247] spent,life
[247] life,researching
[247] researching,treating
[247] treating,infectious
[247] infectious,diseases
[247] diseases,honored
[247] honored,start
[247] start,position
[247] position,director

Top Word Pairs in Tweet in G5:
[107] bmj_latest,jama_current
[104] gmacscotland,bmj_latest
[79] mancunianmedic,gmacscotland
[69] #cannabis,#medicine
[63] #medicine,#patients
[59] #patients,#doctors
[56] nejm,jama_current
[51] jama_current,bmj
[51] bmj,study
[51] study,scotland

Top Word Pairs in Tweet in G6:
[234] importancia,uso
[234] uso,masivo
[234] masivo,pruebas
[234] pruebas,resume
[234] resume,50
[234] 50,contagios
[234] contagios,dan
[234] dan,personas
[234] personas,asintomáticas
[233] ayudamedicamx,importancia

Top Word Pairs in Tweet in G7:
[30] jama_current,part
[25] first,author
[24] part,jamanetwork
[22] howardbauchner,jama_current
[22] #covid19,resource
[22] resource,center
[22] center,keeps
[22] keeps,informed
[22] informed,date
[22] date,coronavirus

Top Word Pairs in Tweet in G8:
[48] wszczeklik,jama_current
[37] covid,19
[31] health,reform
[20] zapalenie,wyrostka
[19] jama_current,part
[18] wyrostka,robaczkowego
[18] nie,pomyślenia
[18] wstrząs,anafilaktyczny
[18] anafilaktyczny,jako
[18] jako,powikłanie

Top Word Pairs in Tweet in G9:
[118] drdavidsamadi,drjudyamikovits
[87] nihdirector,jama_current
[87] drianweissman,drdavidsamadi
[77] jama_current,drianweissman
[61] cmichaelgibson,cdcdirector
[60] stevefda,denutrients
[59] cdcdirector,delthiaricks
[51] power79646739,nihdirector
[45] drjudyamikovits,stevefda
[44] drianweissman,cdcdirector

Top Word Pairs in Tweet in G10:
[80] crohn,disease
[79] disease,overview
[79] overview,differential
[79] differential,diagnoses
[79] diagnoses,jama_current
[78] drkeithsiau,crohn
[38] covid,19
[29] genetic,variants
[29] variants,sars
[29] sars,cov

Top Replied-To
Top Replied-To in Entire Graph:
@philippejuvin
@jama_current
@cdcdirector
@erictopol
@dr_sdrk
@wszczeklik
@mancunianmedic
@msharifpourmd
@power79646739
@rozehnalmd

Top Replied-To in G1:
@msharifpourmd
@absteward
@topknife_b
@rodgerardo
@drtoddlee
@christinejkomd
@jama_current
@mike_truittmd
@drjohnmorley
@docs4guncontrol

Top Replied-To in G2:
@jama_current
@alefolgarait
@stephenwpatrick
@najimcbride
@mirisapos
@lizszabo
@syramadad
@polskakobieta
@miaowlex
@dawnamughalphd

Top Replied-To in G3:
@erictopol
@lauringlab
@avi11215
@angryclicker
@jama_current
@cdcdirector
@subodhchandra
@preetinmalani
@g05vi
@picardonhealth

Top Replied-To in G4:
@philippejuvin
@cdcdirector
@jama_current
@majarry
@herodote1789
@brocardcatheri1
@akoubi_
@vaccinologist
@madras_bertha
@o_kinggz

Top Replied-To in G5:
@mancunianmedic
@ukcynic01
@jama_current
@jodyaberdein
@joebiden
@weselymd
@bob_wachter
@sranesthesiaicu
@farid__jalali
@drericding

Top Replied-To in G6:
@ayudamedicamx
@acletomasini
@orpanag
@lximenezfyvie
@5antus
@spjuraschek
@boersma_chris
@marcvs_avrelivs
@mlopezeneuroped
@alexbresciamd

Top Replied-To in G7:
@jama_current
@uressien
@okanlami
@nmhheartdoc
@alanaflex
@amermedicalassn
@tiffanymoonmd
@gradydoctor
@docurel
@morganstateu

Top Replied-To in G8:
@wszczeklik
@larry_levitt
@laurentbertole1
@miliwoltx
@fcouturaud
@nathanpsmad
@gendronnico
@bfialek
@mhstein
@doctoroboto

Top Replied-To in G9:
@dr_sdrk
@power79646739
@denutrients
@synapticity
@delthiaricks
@_atanas_
@midwestgal73
@cmichaelgibson
@pjanram
@sciencemagazine

Top Replied-To in G10:
@drkeithsiau
@disneyben
@drdeepakmadhu
@ibddoctor
@sentigastro
@fgomollon

Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@jamanetwork
@erictopol
@cdcdirector
@cdcgov
@pfizer
@biontech_group
@c
@ayudamedicamx
@ecdc_outbreaks

Top Mentioned in G1:
@jama_current
@jamanetwork
@absteward
@jamasurgery
@jamainternalmed
@topknife_b
@drjohnmorley
@drtoddlee
@medtorek

Top Mentioned in G2:
@jama_current
@jamanetwork
@arnold_monto
@umichsph
@stephenwpatrick
@alvarezmorenoc
@txpepresearch
@cdcmmwr
@macesari
@tumatime

Top Mentioned in G3:
@erictopol
@pfizer
@biontech_group
@jama_current
@firefoxx66
@lauringlab
@jamanetwork
@profhurst
@picardonhealth
@g05vi

Top Mentioned in G4:
@jama_current
@cdcgov
@cdcdirector
@c
@ecdc_outbreaks
@philippejuvin
@andreaadlerphd
@moreauchevrolet
@daniel_kraft
@vaccinologist

Top Mentioned in G5:
@jama_current
@bmj_latest
@gmacscotland
@who
@nejm
@mancunianmedic
@cannaspecialist
@bob_wachter
@cannabisjrnl
@mchdav

Top Mentioned in G6:
@ayudamedicamx
@jama_current
@a_manzano_g
@ryannipp
@jamanetworkopen
@hlgatell
@acletomasini
@jamaonc
@mlopezeneuroped
@spjuraschek

Top Mentioned in G7:
@jama_current
@nmhheartdoc
@amermedicalassn
@jamanetwork
@cdcgov
@msmpres
@howardbauchner
@drchellemd
@thenamedicine
@askdrfatima

Top Mentioned in G8:
@jama_current
@wszczeklik
@ja
@larry_levitt
@fcouturaud
@mmonrealriete
@djc6998
@jamanetwork
@jama
@nathanpsmad

Top Mentioned in G9:
@jama_current
@drianweissman
@cmichaelgibson
@_atanas_
@stevefda
@drjudyamikovits
@drdavidsamadi
@denutrients
@cdcdirector
@delthiaricks

Top Mentioned in G10:
@jama_current
@drkeithsiau
@minesoh
@j
@swexner
@ibdtweets
@drjonnys
@juliomayol
@empoweringpts9
@bisturitx

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@threadreaderapp
@edinburghwatch
@s9tmt
@inabster
@femtech_
@meruemgi
@evankirstel
@madfall1213
@truthglow

Top Tweeters in G1:
@jornalistavitor
@meruemgi
@kimvie
@carrybeyond
@kmontenegro
@shyduroff
@rmtakata
@kirkmurphy
@ap
@vicentelozadab

Top Tweeters in G2:
@femtech_
@ricardocipago
@rijin_nakamura
@adnanserpen
@letat_lechat
@cnn
@katydogcrazy
@paulmiller1313
@mpesce
@mitsuya_niwa

Top Tweeters in G3:
@inabster
@waweru
@djsiri
@victorb123
@ngourd
@bprophetable
@saludhealthinfo
@eide97
@ayirpelle
@esemendiola

Top Tweeters in G4:
@truthglow
@rebeccaalpert1
@lagrosta
@cblazblaz
@maryalicebisho2
@tyberzannxxxx
@jorge_c_ny
@tallyannae
@miti_vigliero
@lorisums

Top Tweeters in G5:
@edinburghwatch
@thestephenralph
@viralvideovlogs
@bostonglobe
@foxnews
@nytimes
@laurendownsouth
@washingtonpost
@politico
@abc

Top Tweeters in G6:
@mariacabadas
@rkastrejon
@magdagraciasfch
@doc_eva
@razcolnicov
@mariantop1
@lilianamega1
@gabrielsanmx
@migueltovar
@jav_riv

Top Tweeters in G7:
@loyalfan1
@adunlea
@coronaupdatebot
@ebscbwi
@cecalli_helper
@nancysa45944060
@bipolarblogger
@wordfinga
@physorg_health
@bregmanps

Top Tweeters in G8:
@billieo2
@teetweetshere
@sol121nadia
@ringo333
@swentol
@monitor_ph
@sygoflyy
@richard_trois
@jihel93
@phbaumann

Top Tweeters in G9:
@tess_blue815
@rclaudiag
@caring_mobile
@chichodisanto
@drferdowsi
@justmemarie2
@45albannach
@charger0843rion
@sminaev2015
@jazuletaj

Top Tweeters in G10:
@madfall1213
@tamatama2
@9b3or2qditmbdcd
@avalon1982
@tomohiro_diary
@ikko_yoshida
@makoto_souji
@juliomayol
@beautifulmumsie
@mihoko_nojiri


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