jama_current, Twitter, 1/1/2022 10:27:15 PM, 269323


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jama_current_2022-01-01_03-54-01.xlsx
jama_current_2022-01-01_03-54-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 01, 2022
Short Description:
jama_current via NodeXL https://bit.ly/3eXrvaB
@jama_current
@jamanetwork
@abraarkaran
@jrandallcurtis1
@profdavidhunter
@braincures
@weselymd
@serapsimsekyvz
@urenacard
@enirenberg

Top hashtags:
#covid19
#osteoarthritis
#cardiotwitter
#apixaban
#cannabis
#medicine

Description:
Description
The graph represents a network of 6,779 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, 01 January 2022 at 12:04 UTC.

The requested start date was Saturday, 01 January 2022 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 42-day, 1-hour, 54-minute period from Friday, 19 November 2021 at 17:50 UTC to Friday, 31 December 2021 at 19:44 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 : 6779
Unique Edges : 9785
Edges With Duplicates : 16767
Total Edges : 26552
Number of Edge Types : 5
Retweet : 4154
MentionsInRetweet : 8640
Mentions : 11851
Replies to : 1782
Tweet : 125
Self-Loops : 276
Reciprocated Vertex Pair Ratio : 0.0385430463576159
Reciprocated Edge Ratio : 0.074225226374187
Connected Components : 60
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 6528
Maximum Edges in a Connected Component : 26153
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.942738
Graph Density : 0.000341298399048909
Modularity : 0.416849
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,779 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, 01 January 2022 at 12:04 UTC.

The requested start date was Saturday, 01 January 2022 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 42-day, 1-hour, 54-minute period from Friday, 19 November 2021 at 17:50 UTC to Friday, 31 December 2021 at 19:44 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:
[65] https://jamanetwork.com/journals/jama/fullarticle/2787158
[30] https://pubmed.ncbi.nlm.nih.gov/34812863/
[27] https://jamanetwork.com/journals/jama/fullarticle/2786819?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=113021#.YaaEIlrq_Ag.twitter
[20] https://blogs.bmj.com/bjsm/2021/12/13/the-restore-trial-for-prp-injections-in-knee-osteoarthritis-what-does-it-show/
[19] https://jamanetwork.com/journals/jama/fullarticle/2786522?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112921#.YaU7-10cxmA.twitter
[19] https://jamanetwork.com/journals/jama/fullarticle/2785303
[19] https://jamanetwork.com/journals/jama/fullarticle/2787111?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121521#.Ybm0QHaUlQM.twitter
[19] https://jamanetwork.com/journals/jama/fullarticle/2787240?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121121#.YbUgNGplG38.twitter
[16] https://jamanetwork.com/journals/jama/fullarticle/2787240?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121221#.YbX9A4o2sNs.twitter
[15] https://criticalcarereviews.com/livestreams/bougie

Top URLs in Tweet in G1:
[30] https://pubmed.ncbi.nlm.nih.gov/34812863/
[14] https://jamanetwork.com/journals/jama/article-abstract/2787330
[12] https://medicalxpress.com/news/2021-12-breakthrough-infections-super-immunity-covid-.html
[9] http://jamanetwork.com/journals/jama/
[7] https://jamanetwork.com/journals/jama/fullarticle/2787451?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121721#.YbzrSkAhY3w.twitter
[6] https://medicalxpress.com/news/2021-11-college-age-americans-obese.html
[6] https://medicalxpress.com/news/2021-12-high-tech-bag-vision-issues-space.html
[5] https://jamanetwork.com/journals/jama/article-abstract/2786831
[5] https://jamanetwork.com/journals/jama/fullarticle/2786819?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120121#.YaalIrIMM1g.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2787240

Top URLs in Tweet in G2:
[18] https://jamanetwork.com/journals/jama/fullarticle/2786522?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112921#.YaU7-10cxmA.twitter
[18] https://jamanetwork.com/journals/jama/fullarticle/2787111?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121521#.Ybm0QHaUlQM.twitter
[16] https://jamanetwork.com/journals/jama/fullarticle/2787240?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121221#.YbX9A4o2sNs.twitter
[9] https://jamanetwork.com/journals/jama/fullarticle/2786826?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120821#.YbC32B9jm0p.twitter
[7] https://jamanetwork.com/journals/jama/fullarticle/2787207?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121021#.YbLfqmrnS8g.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2787758?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122921#.YczrysqaAPE.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2779826?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122921#.Yc0iONaap35.twitter
[6] https://jamanetwork.com/journals/jama/fullarticle/2784015?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112821#.YaP2NybTV8c.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2778191?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122621#.YciNF2BR6Kk.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2786666?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112221#.YZwHybY7_lg.twitter

Top URLs in Tweet in G3:
[12] https://jamanetwork.com/journals/jama/fullarticle/2786667?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112721#.YaJKz90tAoM.twitter
[5] https://jamanetwork.com/journals/jama/fullarticle/2787065?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120621#.Ya5BjQ-mbH4.twitter
[4] https://resettinghealthcare.com/
[3] https://inhalemd.com/blog/top-ten-questions-about-cannabis/
[3] https://inhalemd.com/blog/how-marijuana-legalization-will-harm-patient-care/?utm_sq=gfd7e29ern
[3] https://inhalemd.com/blog/medical-marijuana-glaucoma/?utm_sq=ggy40jtskl
[3] https://jamanetwork.com/journals/jama/fullarticle/2787609?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122221#.YcNR1tyHLjo.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2786992?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120621#.Ya3OGJkteZ0.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2787504?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122221#.YcMxM3L3mnA.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2787158

Top URLs in Tweet in G4:
[56] https://jamanetwork.com/journals/jama/fullarticle/2787158
[27] https://jamanetwork.com/journals/jama/fullarticle/2786819?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=113021#.YaaEIlrq_Ag.twitter
[14] https://criticalcarereviews.com/livestreams/bougie
[13] https://jamanetwork.com/journals/jama/fullarticle/2778487#.Ycjbymqitbw.twitter
[8] https://jamanetwork.com/journals/jama/fullarticle/2786819
[7] https://jamanetwork.com/journals/jama/fullarticle/2786667?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112321#.YZx3tgEODrY.twitter
[5] https://jamanetwork.com/journals/jama/fullarticle/2787609?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122321#.YcQZlsMpUo4.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2787451?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121721#.Ybzw_KF0hF0.twitter
[4] https://jamanetwork.com/journals/jama/fullarticle/2786842?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121021#.YbNvxedBj_A.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2787339?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122121#.YcI2-HynBQA.twitter

Top URLs in Tweet in G5:
[7] https://www.picujournalwatch.com/journalwatcharchive/latest
[5] https://jamanetwork.com/journals/jama/fullarticle/2787318?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122221#.YcK3iZC6iEs.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2787496?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122121#.YcGQlmj6_Hw.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2787158
[1] https://jamanetwork.com/journals/jama/fullarticle/2786826?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120721#.Ya-tvf2q7YE.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2787776?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=123121#.Yc4sfnS4h9U.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2787339?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122221#.YcI3D388xew.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2787494
[1] https://jamanetwork.com/journals/jama/fullarticle/2787494?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122021#.YcDzN6mwVBY.twitter
[1] https://jamanetwork.com/journals/jama/article-abstract/2787494

Top URLs in Tweet in G6:
[20] https://blogs.bmj.com/bjsm/2021/12/13/the-restore-trial-for-prp-injections-in-knee-osteoarthritis-what-does-it-show/
[5] https://jamanetwork.com/journals/jama/fullarticle/2786501?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112421#.YZ0uY9mjC3M.twitter
[3] https://www.abc.net.au/radionational/programs/healthreport/knee-joint-osteoarthritis-and-platelet-rich-plasma/13649884
[3] https://www.jointaction.info/podcast/episode/5212a3cc/platelet-rich-plasma-injections-for-knee-osteoarthritis-with-prof-kim-bennell
[1] https://jamanetwork.com/journals/jama/fullarticle/2787609
[1] https://jamanetwork.com/journals/jama/fullarticle/2785530?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121821#.Yb11QfiPqtg.twitter
[1] https://blogs.bmj.com/bjsm/2020/11/23/part-3-in-the-medicalreversals-series-why-are-cortisone-injections-for-knee-oa-still-in-the-guidelines/
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2778569
[1] https://jamanetwork.com/journals/jama/fullarticle/2770772
[1] https://jamanetwork.com/journals/jama/fullarticle/2786526?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112421#.YZ0wLVw6PYE.twitter

Top URLs in Tweet in G7:
[7] https://jamanetwork.com/journals/jama/fullarticle/2777389?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122721#.YcnbI_Qn2KI.twitter
[3] https://jamanetwork.com/journals/jama/article-abstract/2786831
[2] https://www.clinicbarcelona.org/en/news/mediterranean-diet-or-mindfulness-during-pregnancy-reduces-by-one-third-the-risk-of-a-low-birth-weight-baby
[2] https://www.clinicbarcelona.org/ca/noticies/la-dieta-mediterrania-o-el-mindfulness-durant-lembaras-redueixen-fins-a-un-terc-el-risc-de-tenir-un-nado-amb-baix-pes
[2] https://www.clinicbarcelona.org/noticias/la-dieta-mediterranea-o-el-mindfulness-durante-el-embarazo-reducen-hasta-un-tercio-el-riesgo-de-tener-un-bebe-con-bajo-peso
[2] https://jamanetwork.com/journals/jama/fullarticle/2786423
[2] https://jamanetwork.com/journals/jama/fullarticle/2786423?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=111521#.YZKEe_o6_WM.twitter
[2] https://twitter.com/medfetalbcn/status/1468267493940682753
[2] https://jamanetwork.com/journals/jama/fullarticle/2786831?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121321#.YbeCC9sOnE0.twitter
[1] https://twitter.com/medfetalBCN/status/1468275735949463553

Top URLs in Tweet in G8:
[1] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2786890
[1] https://facilities.uw.edu/news/how-ventilation-uw-buildings-works
[1] https://jamanetwork.com/journals/jama/fullarticle/2768396
[1] https://twitter.com/eliowa/status/1466971343086395393
[1] https://www.cdc.gov/vaccines/covid-19/info-by-product/pfizer/index.html
[1] https://twitter.com/jljcolorado/status/1468660460236926977
[1] http://isolating.So
[1] https://jamanetwork.com/journals/jama/fullarticle/2786270?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112921#.YaTUkENn3DU.twitter

Top URLs in Tweet in G9:
[17] https://jamanetwork.com/journals/jama/fullarticle/2787240?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121121#.YbUgNGplG38.twitter
[11] https://thesgem.com/2021/12/sgem353-at-the-coca-coca-for-ocha/
[8] https://jamanetwork.com/journals/jama/fullarticle/2787289?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121821#.Yb4YkjEoMjM.twitter
[5] https://pubmed.ncbi.nlm.nih.gov/34847226/
[5] https://jamanetwork.com/journals/jama/fullarticle/2786023?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112821#.YaOzUQzDwQU.twitter
[3] https://jamanetwork.com/journals/jama/fullarticle/2786992?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120321#.Yap6-KXvSSs.twitter
[2] https://thesgem.com/wp-content/uploads/2021/12/SGEM353-COCA-slides.pdf
[2] https://jamanetwork.com/journals/jama/fullarticle/2787240?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121021#.YbOrc6grq8Q.twitter
[2] https://jamanetwork.com/journals/jama/fullarticle/2787495?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=122021#.YcEA4cbMIto.twitter
[1] https://jamanetwork.com/.../jamanetwo.../fullarticle/2784395

Top URLs in Tweet in G10:
[1] https://jamanetwork.com/journals/jama/fullarticle/2786826?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121321#.Ybfb6HrFmH8.twitter
[1] https://jamanetwork-com.proxy.library.emory.edu/journals/jama/fullarticle/2786830?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120921#.YbITlR8W0aE.twitter
[1] https://jamanetwork.com/journals/jamasurgery/fullarticle/2787613?guestAccess&
[1] https://jamanetwork.com/journals/jama/article-abstract/2786260
[1] https://newsnetwork.mayoclinic.org/discussion/global-study-finds-metabolic-syndrome-increased-risk-of-acute-respiratory-distress-syndrome-death-in-patients-hospitalized-with-covid-19/
[1] https://twitter.com/graememaclaren/status/1471963645294743552
[1] https://thesgem.com/2021/12/sgem353-at-the-coca-coca-for-ocha/
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2787394?utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_term=122221
[1] https://jamanetwork.com/journals/jama/fullarticle/2786522?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112321#.YZ2nPjfsBmc.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2786819#.Yabh3JUZasg.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1846] jamanetwork.com
[138] twitter.com
[70] nih.gov
[38] medicalxpress.com
[29] ama-assn.org
[23] bmj.com
[16] criticalcarereviews.com
[15] inhalemd.com
[15] thesgem.com
[13] youtube.com

Top Domains in Tweet in G1:
[470] jamanetwork.com
[37] nih.gov
[37] medicalxpress.com
[27] ama-assn.org
[25] twitter.com
[11] obgproject.com
[7] healio.com
[4] youtube.com
[3] consumers4qualitycare.org
[3] med.br

Top Domains in Tweet in G2:
[694] jamanetwork.com
[13] twitter.com
[8] dlvr.it
[2] nih.gov
[2] retractionwatch.com
[2] clinicaltrials.gov
[1] youtube.com
[1] osf.io
[1] adamcifu.com
[1] jhu.edu

Top Domains in Tweet in G3:
[63] jamanetwork.com
[26] twitter.com
[17] nih.gov
[15] inhalemd.com
[8] medpagetoday.com
[5] t.co
[4] cannabis-specialists.org
[4] leafly.com
[4] resettinghealthcare.com
[3] nytimes.com

Top Domains in Tweet in G4:
[192] jamanetwork.com
[15] criticalcarereviews.com
[8] twitter.com
[4] vumc.org
[1] tradeoffs.org
[1] nih.gov
[1] agingpapers.fr
[1] wiley.com
[1] northwestern.edu
[1] bmj.com

Top Domains in Tweet in G5:
[23] jamanetwork.com
[7] picujournalwatch.com
[3] twitter.com
[1] washington.edu

Top Domains in Tweet in G6:
[21] bmj.com
[20] jamanetwork.com
[4] twitter.com
[3] net.au
[3] jointaction.info
[2] edu.au
[1] acast.com
[1] tobiconference2021.com
[1] medicinematters.com

Top Domains in Tweet in G7:
[21] jamanetwork.com
[6] twitter.com
[6] clinicbarcelona.org
[1] altmetric.com
[1] ciberobn.es
[1] lavanguardia.com
[1] youtube.com

Top Domains in Tweet in G8:
[3] jamanetwork.com
[2] twitter.com
[1] uw.edu
[1] cdc.gov
[1] isolating.so

Top Domains in Tweet in G9:
[52] jamanetwork.com
[14] thesgem.com
[5] nih.gov
[2] twitter.com
[1] worldtribune.com
[1] dailyexpose.uk
[1] youtube.com

Top Domains in Tweet in G10:
[11] jamanetwork.com
[5] twitter.com
[1] emory.edu
[1] mayoclinic.org
[1] thesgem.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[306] covid19
[129] osteoarthritis
[118] cardiotwitter
[118] apixaban
[98] cannabis
[95] medicine
[95] patients
[87] bougie
[84] covid
[79] doctors



Top Hashtags in Tweet in G1:
[92] covid19
[35] gitwitter
[25] covid
[14] omicron
[14] vaccines
[13] sarscov2
[12] meded
[10] cancer
[10] medtwitter
[9] cardiotwitter

Top Hashtags in Tweet in G2:
[33] covid19
[17] covid19vaccines
[13] pneumococcal
[7] jamanetworkinthenews
[6] mrna
[6] vaccination
[5] medtwitter
[4] covid
[4] ai
[3] vaccine

Top Hashtags in Tweet in G3:
[96] cannabis
[92] medicine
[87] patients
[79] doctors
[37] covid19
[37] longcovid
[11] cbd
[10] covid
[8] mmj
[8] boston

Top Hashtags in Tweet in G4:
[80] bougie
[6] publication
[5] medical
[4] opioides
[4] covid19
[3] heartfailure
[2] coronavirus
[2] medtwitter
[2] dietamediterránea
[2] mindfulness

Top Hashtags in Tweet in G5:
[12] als
[7] picujw
[7] pedsicu
[7] journalwatch
[6] anesthesia
[5] fracture
[5] surgery
[4] braininjury
[2] bougie
[1] omicron

Top Hashtags in Tweet in G6:
[120] osteoarthritis
[14] dobettter
[1] algorithmovigilance
[1] achilles
[1] tendinitis
[1] magic
[1] shazam
[1] oa

Top Hashtags in Tweet in G7:
[22] clãnic
[5] covid19
[5] clínic
[4] medicina
[4] investigacion
[3] aha21
[3] hfref
[2] dietamediterránea
[2] mindfulness
[2] embarazo

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G9:
[37] covid
[26] covid19
[20] ivermectin
[14] ebm
[4] foamed
[1] redflag
[1] pregnancy
[1] scienceupfirst
[1] vaccineswork
[1] vaccine

Top Hashtags in Tweet in G10:
[48] covid19
[22] ecmo
[12] hfnc
[6] sccmdiscovery
[1] ebm
[1] sccmsome
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[5221] jama_current
[1646] jamanetwork
[989] part
[953] covid
[652] 19
[540] study
[508] care
[462] vs
[458] patients
[443] those

Top Words in Tweet in G1:
[1341] jama_current
[254] covid
[151] study
[148] jramonfernandez
[139] care
[134] artículo
[129] pacientes
[128] bien
[124] reciente
[124] embarazo

Top Words in Tweet in G2:
[1203] jama_current
[1062] jamanetwork
[605] part
[398] serapsimsekyvz
[308] covid
[255] 19
[151] ve
[91] mrna
[90] bu
[86] eceaykultas

Top Words in Tweet in G3:
[377] jama_current
[135] nejm
[99] cannabis
[96] #cannabis
[95] covid
[92] #medicine
[86] cannaspecialist
[86] #patients
[85] used
[79] #doctors

Top Words in Tweet in G4:
[298] jama_current
[95] critcarereviews
[80] part
[80] #bougie
[76] tout
[71] jamanetwork
[66] calcium
[63] freundyonathan
[52] vs
[52] manuscript

Top Words in Tweet in G5:
[187] care
[174] advance
[126] jama_current
[121] jrandallcurtis1
[94] planning
[93] delirium
[92] sharing
[91] stories
[88] personal
[84] experiences

Top Words in Tweet in G6:
[191] knee
[173] rich
[172] platelet
[172] plasma
[146] profdavidhunter
[125] vs
[122] jama_current
[120] #osteoarthritis
[109] prp
[89] adults

Top Words in Tweet in G7:
[143] jama_current
[78] mindfulness
[66] bcnatalresearch
[65] medfetalbcn
[51] gratacoseduard
[49] dieta
[45] crovetto_franci
[43] resultados
[41] publicado
[40] hospitalclinic

Top Words in Tweet in G8:
[334] those
[188] abraarkaran
[169] impressive
[168] booster
[167] reduction
[167] odds
[167] positive
[166] 86
[166] testing
[166] compared

Top Words in Tweet in G9:
[159] jama_current
[68] caulfieldtim
[46] published
[45] study
[45] psychunseen
[43] year
[43] old
[43] therapeutic
[43] touch
[41] 1998

Top Words in Tweet in G10:
[128] jama_current
[99] zapateroantonio
[85] test
[78] antígenos
[76] estudio
[76] demuestra
[76] realización
[76] forma
[76] repetida
[76] equiparable

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[971] jama_current,part
[883] part,jamanetwork
[737] jama_current,jamanetwork
[607] covid,19
[340] serapsimsekyvz,jama_current
[209] advance,care
[201] platelet,rich
[192] rich,plasma
[177] testing,positive
[176] odds,testing

Top Word Pairs in Tweet in G1:
[124] reciente,artículo
[124] artículo,jama_current
[124] jama_current,embarazo
[124] embarazo,covid
[124] covid,pacientes
[124] pacientes,creo
[124] creo,útil
[124] útil,resume
[124] resume,bien
[123] jramonfernandez,reciente

Top Word Pairs in Tweet in G2:
[601] jama_current,part
[593] part,jamanetwork
[462] jama_current,jamanetwork
[340] serapsimsekyvz,jama_current
[254] covid,19
[81] eceaykultas,serapsimsekyvz
[55] través,jama_current
[53] bnt162b2,mrna
[49] mrna,covid
[42] sars,cov

Top Word Pairs in Tweet in G3:
[90] #cannabis,#medicine
[84] #medicine,#patients
[83] nejm,jama_current
[77] #patients,#doctors
[62] #doctors,nejm
[43] jama_current,cannabisjrnl
[41] covid,19
[36] covid,antibody
[36] antibody,lunacy
[36] lunacy,antibodies

Top Word Pairs in Tweet in G4:
[80] jama_current,part
[62] part,jamanetwork
[52] manuscript,jama_current
[52] jama_current,#bougie
[51] critcarereviews,manuscript
[40] covid,19
[38] tout,beau
[38] beau,tout
[38] tout,frais
[38] frais,notre

Top Word Pairs in Tweet in G5:
[174] advance,care
[94] care,planning
[84] sharing,personal
[83] jrandallcurtis1,sharing
[82] three,stories
[82] stories,value
[82] value,advance
[81] personal,experiences
[81] experiences,advance
[81] planning,three

Top Word Pairs in Tweet in G6:
[172] platelet,rich
[172] rich,plasma
[109] knee,#osteoarthritis
[106] plasma,vs
[76] vs,saline
[75] adults,knee
[75] #osteoarthritis,treatment
[75] treatment,platelet
[75] saline,injection
[75] injection,significantly

Top Word Pairs in Tweet in G7:
[37] publicado,hoy
[37] hoy,jama_current
[36] embarazadas,bcnatalresearch
[36] bcnatalresearch,publicado
[36] jama_current,demuestra
[35] medfetalbcn,resultados
[31] mediterranean,diet
[31] diet,mindfulness
[26] mindfulness,based
[26] based,stress

Top Word Pairs in Tweet in G8:
[166] impressive,86
[166] 86,reduction
[166] reduction,odds
[166] odds,testing
[166] testing,positive
[166] positive,those
[166] those,booster
[166] booster,compared
[166] compared,those
[166] those,doses

Top Word Pairs in Tweet in G9:
[46] published,jama_current
[43] year,old
[43] therapeutic,touch
[41] 1998,year
[41] old,emily
[41] emily,rosa
[41] rosa,published
[41] jama_current,study
[41] study,debunking
[41] debunking,therapeutic

Top Word Pairs in Tweet in G10:
[78] test,antígenos
[76] estudio,jama_current
[76] jama_current,demuestra
[76] demuestra,realización
[76] realización,test
[76] antígenos,forma
[76] forma,repetida
[76] repetida,equiparable
[75] zapateroantonio,estudio
[23] zapateroantonio,jama_current

Top Replied-To
Top Replied-To in Entire Graph:
@serapsimsekyvz
@jama_current
@eceaykultas
@drabdulrazak_md
@8bitsdepoder
@carlquintanilla
@roberto24051974
@martinwaltherdd
@nbamat
@professorlou1

Top Replied-To in G1:
@jama_current
@carlquintanilla
@erictopol
@jramonfernandez
@b_holmer
@davidasinclair
@medical_xpress
@kmpanthagani
@peter_vd_voort
@carol_perelman

Top Replied-To in G2:
@serapsimsekyvz
@eceaykultas
@professorlou1
@adamcifu
@ibedaiwi
@scottsimanski
@pavlosmsaouel
@t_allen1998
@xtroguyver
@drjgauthier

Top Replied-To in G3:
@jama_current
@farid__jalali
@vidyavis
@bogdienache
@lauraflowerse
@absteward
@carlosdelrio7
@mukandrita
@drmarcsiegel
@amermedicalassn

Top Replied-To in G4:
@freundyonathan
@critcarereviews
@jfdwolff
@formigafrancesc
@dilatantdoc
@jama_current
@expensivecare
@badassartoo
@vumc_insights
@drmaeker

Top Replied-To in G5:
@jrandallcurtis1
@lizwhitlockmd
@delirious_dr
@alwynkotzee
@weselymd
@therealalmay
@jamesto99541563
@sillyoldjen
@suzannekovenmd
@mrchecketts

Top Replied-To in G6:
@drjohnorchard
@profdavidhunter
@drchrisbarton
@chesm_unimelb
@keithgraham
@luiszuritag
@atulbutte
@catherinel_hill
@jointactionorg
@cdrissellphysio

Top Replied-To in G7:
@crovetto_franci
@cdebonrostro
@albaandreudn
@mcarmen_collado
@aburgaya
@asouth_neph
@dukehfdoc
@gcfmd
@menendez_lab
@oci_ilerget

Top Replied-To in G8:
@abraarkaran
@jljcolorado
@merz
@glyzeryn
@hikerdave57
@garyhollis52
@gordy1967
@jamanetwork
@huge_e87
@logicalkangaroo

Top Replied-To in G9:
@caulfieldtim
@thesgem
@psychunseen
@jama_current
@ellis_muggleton
@rexchapman
@marbenhouse
@aryngatto
@ffolliet
@corvusrobert

Top Replied-To in G10:
@zapateroantonio
@covid19registry
@juancaminante12
@josmanuelram
@sccm
@snigdhajain89
@jdensonmd
@hzendal
@jotitaese1
@ingohelbig

Top Mentioned
Top Mentioned in Entire Graph:
@jama_current
@jamanetwork
@serapsimsekyvz
@abraarkaran
@ebneo
@jramonfernandez
@nejm
@profdavidhunter
@enricoferromd
@profsomashekhar

Top Mentioned in G1:
@jama_current
@jramonfernandez
@jamanetwork
@erictopol
@johnspall247
@medical_xpress
@ritarubin
@jeremyfaust
@syedgerdezi
@rafarotaeche

Top Mentioned in G2:
@jama_current
@jamanetwork
@serapsimsekyvz
@eceaykultas
@gary_lyman
@adesaimd
@g33kgurli
@nicolekuderer
@xtroguyver
@drjgauthier

Top Mentioned in G3:
@jama_current
@nejm
@cannaspecialist
@weselymd
@thelancet
@carlosdelrio7
@cannabisjrnl
@jamanetwork
@absteward
@youricm

Top Mentioned in G4:
@jama_current
@critcarereviews
@jamanetwork
@ja
@freundyonathan
@expensivecare
@formigafrancesc
@afterrosc
@drjohnmorley
@jblascarrou

Top Mentioned in G5:
@jama_current
@jrandallcurtis1
@lizwhitlockmd
@jamanetwork
@delirious_dr
@weselymd
@claireankuda
@jam
@picjournalwatch
@amit_pawa

Top Mentioned in G6:
@profdavidhunter
@jama_current
@chesm_unimelb
@bjsmplus
@kimbennell
@jamanetwork
@catherinel_hill
@drjohnorchard
@drchrisbarton
@sydney_uni

Top Mentioned in G7:
@jama_current
@bcnatalresearch
@medfetalbcn
@gratacoseduard
@hospitalclinic
@idibaps
@crovetto_franci
@fatimacrispi
@gcfmd
@sjdbarcelona_ca

Top Mentioned in G8:
@abraarkaran
@jama_current
@jamainternalmed
@zeynep
@kprather88
@nuritbaytch
@macroliter
@ikostenas
@klausenhauser
@angie_rasmussen

Top Mentioned in G9:
@jama_current
@caulfieldtim
@psychunseen
@jamanetwork
@thesgem
@1commonreader
@hp_ems
@ems1
@jonathanstea
@jamane

Top Mentioned in G10:
@jama_current
@zapateroantonio
@stead_christine
@elsoorg
@graememaclaren
@profdalefisher
@nusmedicine
@jdensonmd
@nychealthcommr
@sccm

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@threadreaderapp
@dichristine
@edinburghwatch
@jatirado
@littlebytesnews
@inabster
@mhall55nine
@iartg
@evankirstel

Top Tweeters in G1:
@jornalistavitor
@maybel65
@amyayers16
@ken_crichlow
@njdoc
@bassaces1
@amazingchevvolt
@eilonwy24
@jim_b60
@815wrldtrvlr

Top Tweeters in G2:
@edinburghwatch
@allentien
@gadflyquebec
@jeannebartram
@foxnews
@forbes
@saudi_pharma_07
@lkafle
@grumpeoldman
@picochu89

Top Tweeters in G3:
@littlebytesnews
@inabster
@iartg
@rosenchild
@menabster
@monty_chadha
@carrybeyond
@mojos55
@sedzir
@bostonglobe

Top Tweeters in G4:
@lexmarcasvila
@mdaware
@broyletim
@clifford0584
@slbaldry
@le___doc
@aidan_baron
@corona_tweet
@wargonm
@nauscopio

Top Tweeters in G5:
@meatballmom2
@dancygeorgia
@walrathis
@luke_629
@tonyver45
@learnpeolc
@ljlmd
@pedsicu_tweets
@amit_pawa
@drcbsteer

Top Tweeters in G6:
@morpheusbeing
@branemark1
@joneshowdareyou
@plutoniannight
@teresabdb62
@kim
@jssciencefocus
@beneltham
@hagsie
@ojedathies

Top Tweeters in G7:
@lavanguardia
@pash22
@pointluck1
@drmarthagulati
@gustavobonzon
@wilgafi
@american_heart
@drfherediaz
@fundlacaixa
@accintouch

Top Tweeters in G8:
@reneevoicebrand
@funnagan
@deansherrys
@janattheocean
@lizdolphinfluff
@buzzedition
@aniqua16
@verticalrepeat
@francodespecho
@rlas19

Top Tweeters in G9:
@mhall55nine
@lizditz
@denniskoch10
@cblazblaz
@tomo_hiko
@ghostcatbce
@sameihuda
@jkfecke
@neurolawguy
@garage_floor

Top Tweeters in G10:
@dichristine
@viralvideovlogs
@aramirezsym
@arcange52536129
@drshahrul80
@drpaulmorgan
@v_neverever
@javiercaso
@alejandrasaku
@rickybrown75


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