#MedTwitter -#foamed -#foamrad -#meded, Twitter, 4/20/2020 4:42:37 PM, 225258


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#MedTwitter -#foamed -#foamrad -#meded Twitter NodeXL SNA Map and Report for Sunday, 19 April 2020 a
#MedTwitter -#foamed -#foamrad -#meded Twitter NodeXL SNA Map and Report for Sunday, 19 April 2020 a
From:
scotpublichealth
Uploaded on:
April 20, 2020
Short Description:
#MedTwitter -#foamed -#foamrad -#meded via NodeXL https://bit.ly/3cAZ8vg
@mededbot
@drchristinemann
@em_resus
@nejmres360
@gattinon
@srrezaie
@orthopodreg
@drshahrul80
@nmfonline
@covid19docs

Top hashtags:
#medtwitter
#covid19
#meded
#foamed
#coronavirus
#foamcc

Description:
Description
The graph represents a network of 15,348 Twitter users whose recent tweets contained "#MedTwitter -#foamed -#foamrad -#meded", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 19 April 2020 at 22:52 UTC.

This adds to a previous graph that looked at the three hashtags excluded for this search (#foamed #foamrad #meded), to provide a combined view of tweets using any of these four hashtags over a period of a week: http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225227

The tweets in the network were tweeted over the 7-day, 11-hour, 8-minute period from Sunday, 12 April 2020 at 10:50 UTC to Sunday, 19 April 2020 at 21:58 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 : 25221
Unique Edges : 59081
Edges With Duplicates : 18062
Total Edges : 77143
Self-Loops : 6825
Reciprocated Vertex Pair Ratio : 0.0277020739165116
Reciprocated Edge Ratio : 0.0539107093769707
Connected Components : 1505
Single-Vertex Connected Components : 970
Maximum Vertices in a Connected Component : 22581
Maximum Edges in a Connected Component : 73767
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.85656
Graph Density : 9.7226166996204E-05
Modularity : 0.621011
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 15,348 Twitter users whose recent tweets contained "#MedTwitter -#foamed -#foamrad -#meded", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 19 April 2020 at 22:52 UTC.

The tweets in the network were tweeted over the 7-day, 11-hour, 8-minute period from Sunday, 12 April 2020 at 10:50 UTC to Sunday, 19 April 2020 at 21:58 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 : TwitterSearch
Graph Term : #MedTwitter -#foamed -#foamrad -#meded
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[127] https://academic.oup.com/eurheartj/article/doi/10.1093/eurheartj/ehaa288/5819437?esctwitter
[109] https://www.nejm.org/doi/full/10.1056/NEJMc2009316?cookieSet=1
[99] https://www.dpbolvw.net/click-100117969-12898971?url=https://www.springer.com/gp/book/9783030389086%3FcountryChanged%3Dtrue
[83] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02880-z
[63] https://emcrit.org/pulmcrit/happy-hypoxemia-physiology/
[48] https://www.stemlynsblog.org/covid19-why-we-need-evidence-based-medicine-ebm-more-than-ever-in-a-pandemic-st-emlyns/
[44] https://www.escardio.org/Education/COVID-19-and-Cardiology/m-health-apps-to-the-rescue-maastricht-the-netherlands?twitter
[41] https://jamanetwork.com/abusenotice
[41] https://academic.oup.com/ehjcvp/article/doi/10.1093/ehjcvp/pvaa028/5819438?esctwitter
[33] https://radiopaedia.org/cases/sickle-cell-anaemia-on-chest-radiograph

Top URLs in Tweet in G1:
[14] https://www.youtube.com/watch?v=WhHfjsOl8Tc&feature=youtu.be

[13] https://forum.facmedicine.com/threads/covid-19-ingredients-for-this-major-pandemic.49303/
[10] https://courses.rcpi.ie/product?catalog=COVID-19-A-Clinical-Perspective-online-recording
[10] https://journals.lww.com/academicmedicine/Citation/publishahead/Your__Attending_Will__Tweet_You_Now__Using_Twitter.97237.aspx?utm_source=twitter&utm_medium=acadmedjournal&utm_content=0df7595b-519b-4642-8802-36f8b751a31b
[9] https://www.washingtonpost.com/graphics/world/2020/04/09/italian-artist-pays-homage-pandemics-heroic-women/
[9] http://closler.org/passion-in-the-medical-profession/what-makes-you-grateful-to-be-a-healthcare-professional-right-now
[8] https://www.nejm.org/doi/full/10.1056/NEJMc2009316?query=RP&cookieSet=1
[8] https://creativemeddoses.com/topics-list/duchenne-muscular-dystrophy-illustrations/
[7] http://disq.us/t/2xds7uy
[7] https://www.dpbolvw.net/click-100117969-12898971?url=https://www.springer.com/gp/book/9783030389086%3FcountryChanged%3Dtrue

Top URLs in Tweet in G2:
[83] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02880-z
[56] https://emcrit.org/pulmcrit/happy-hypoxemia-physiology/
[26] https://rebelem.com/rebel-reviews/
[25] https://www.youtube.com/watch?v=250a4zG0oGc

[21] https://esicm-tv.org/
[21] https://www.urgenciasyemergen.com/las-derivaciones-del-electrocardiograma/
[20] https://www.thennt.com/review-covid-analysis-april-2020/
[20] https://journals.lww.com/ccejournal/Fulltext/2020/04000/Using_the_Surviving_Sepsis_Coronavirus_Disease.13.aspx?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[19] https://thinkingcriticalcare.com/2020/04/18/understanding-alveolar-physiology-ventilation-in-the-covid-era-foamed-foamcc/
[19] https://onlinelibrary.wiley.com/doi/10.1111/anae.15082?cookieSet=1

Top URLs in Tweet in G3:
[31] https://radiopaedia.org/cases/gossypiboma-uterine
[30] https://www.stemlynsblog.org/covid19-why-we-need-evidence-based-medicine-ebm-more-than-ever-in-a-pandemic-st-emlyns/
[28] https://radiopaedia.org/articles/lunate-dislocation
[28] https://radiopaedia.org/articles/left-lower-lobe-collapse
[27] https://radiopaedia.org/cases/sickle-cell-anaemia-on-chest-radiograph
[25] https://radiopaedia.org/cases/rhinocerebral-mucormycosis
[19] https://radiopaedia.org/articles/spinal-meningioma
[18] https://www.nejm.org/doi/full/10.1056/NEJMc2009020?query=RP&cookieSet=1
[17] https://dontforgetthebubbles.com/smile-behind-mask/
[17] https://canadiem.org/

Top URLs in Tweet in G4:
[17] https://www.paediatricfoam.com/2017/05/inotropes/
[4] https://news.cuanschutz.edu/news-stories/calming-the-inflammation-storm-to-protect-the-lungs-in-covid-19
[2] https://artibiotics.com/blog/causes-of-headache
[2] https://www.escardio.org/Councils/council-of-cardio-oncology/News/routine-cardiotoxicity-echo-screening-for-chemotherapy-patients-during-covid-19?twitter
[2] https://bit.ly/2VxWO1c
[2] https://www.jems.com/2020/04/15/is-now-the-time-for-ems-initiated-refusal/
[2] https://radiopaedia.org/articles/lunate-dislocation
[2] https://twitter.com/munkschool/status/1251156702038130695
[1] https://resident360.nejm.org/posts/19251
[1] https://resident360.nejm.org/posts/19148

Top URLs in Tweet in G5:
[2] https://2020sim.com/
[2] https://jamanetwork.com/abusenotice
[2] https://www.routledge.com/The-Research-Companion-A-practical-guide-for-those-in-the-social-sciences/Boynton/p/book/9781138917613
[2] https://theresearchcompanion.com/onlinetandltips/
[2] https://snip.ly/so67v8#https://www.youtube.com/watch?v=NWSHtAuleAE&feature=youtu.be
[2] https://www.everydayebm.org/naunheim-files/2020/4/13/a-51-yo-woman-presents-with-l-flank-pain-and-pelvic-pain
[2] https://twitter.com/BethFratesMD
[2] https://www.medmastery.com/magazine/evaluating-right-ventricular-size-and-function-help-echo?utm_sq=fv5u5fx1sa&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos
[2] https://www.medmastery.com/magazine/how-reduce-stress-and-fear-and-during-your-next-presentation?utm_sq=fv5txmdm0i&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos
[2] https://www.medmastery.com/magazine/how-interpret-total-thyroid-hormone-levels?utm_sq=fv5tl1saa9&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos

Top URLs in Tweet in G6:
[9] https://twitter.com/rabihmgeha/status/1234840853308264448
[8] https://clinicalproblemsolving.com/learn-live/
[8] https://nephsim.com/acid-base/
[4] https://esicm-tv.org/
[4] https://ajkdblog.org/
[4] https://www.ejpd.com/images/acroischemia-ENG.pdf
[3] http://bit.ly/2YqRF0L
[3] https://link.chtbl.com/curb20
[3] https://covid19toolbox.com/
[3] https://nephsim.com/

Top URLs in Tweet in G7:
[81] https://www.dpbolvw.net/click-100117969-12898971?url=https://www.springer.com/gp/book/9783030389086%3FcountryChanged%3Dtrue
[16] https://www.physiatry.org/general/custom.asp?page=Webinars
[3] https://www.aad.org/member/practice/coronavirus/registry
[3] https://alliesinrecovery.net/
[2] https://jamanetwork.com/abusenotice
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.jaad.org%2Farticle%2FS0190-9622%2820%2930533-8%2Ffulltext&rc=0
[2] https://www.aad.org/covidregistry
[2] https://my.togetherplatform.com/login?organizationId=DVoIvC7UrPREtntUyxFw&invitedBy=EDtSCB1sSFC9WFyvDNdN
[1] https://www.washingtonpost.com/opinions/2020/03/30/how-i-am-prioritizing-my-psychiatry-patients-amid-pandemic/?arc404=true
[1] https://twitter.com/miriampcallahan/status/1250195854767554562

Top URLs in Tweet in G8:
[2] https://healthinnovationmedia.com/2020/04/12/were-all-carriers/
[2] https://twitter.com/OrthopodReg/status/1251038755449982977
[2] https://twitter.com/drchristinemann/status/1249794498869239810
[1] https://twitter.com/2healthguru/status/1250961133843841024
[1] https://twitter.com/ThisWeekABC/status/1249355459586383873
[1] https://twitter.com/pfanderson/status/1249471090692370437
[1] https://twitter.com/jeremyphoward/status/1249708702984220676
[1] https://twitter.com/jeremyphoward/status/1249698787666399235
[1] https://twitter.com/martinswelchmd/status/1250210669934370818
[1] https://twitter.com/DrLeanaWen/status/1250838394307072000

Top URLs in Tweet in G9:
[119] https://academic.oup.com/eurheartj/article/doi/10.1093/eurheartj/ehaa288/5819437?esctwitter
[44] https://www.escardio.org/Education/COVID-19-and-Cardiology/m-health-apps-to-the-rescue-maastricht-the-netherlands?twitter
[39] https://academic.oup.com/ehjcvp/article/doi/10.1093/ehjcvp/pvaa028/5819438?esctwitter
[27] https://academic.oup.com/eurheartj/article/doi/10.1093/eurheartj/ehaa307/5819799?esctwitter
[18] https://www.escardio.org/Journals/ESC-Journal-Family/European-Heart-Journal-Case-Reports/esc-funding-for-covid-19-related-case-reports?twitter
[17] https://www.escardio.org/Councils/council-of-cardio-oncology/News/routine-cardiotoxicity-echo-screening-for-chemotherapy-patients-during-covid-19?twitter
[12] https://academic.oup.com/eurheartj/article/doi/10.1093/eurheartj/ehaa311/5820327?esctwitter
[2] https://www.escardio.org/Education/COVID-19-and-Cardiology?twitter
[2] https://pharmacyjoe.com/free
[1] https://www.escardio.org/Sub-specialty-communities/European-Heart-Rhythm-Association-(EHRA)/Research-and-Publications/EHRA-Essentials4U?twitter

Top URLs in Tweet in G10:
[12] https://covidreview.ca/
[7] https://petitions.whitehouse.gov/petition/grant-pas-full-practice-authority-function-licensed-independent-practitioners-federal-jurisdictions
[3] https://www.ama-assn.org/residents-students/residency/final-med-school-milestone-goes-digital-virtual-graduations
[2] https://www.nejm.org/doi/full/10.1056/NEJMc2009316?cookieSet=1
[2] https://www.fox26houston.com/video/672674
[1] https://www.anesthesiologynews.com/Correspondence/Article/04-20/The-View-From-Portland-A-Gathering-Storm/57814?utm_source=Social&utm_medium=twitter&utm_campaign=0403CovidFile
[1] https://abcnews.go.com/Health/anesthesiologists-hailed-special-heroes-fight-coronavirus/story?id=70000864
[1] https://www.timesofisrael.com/physicians-assistant-at-sheba-in-critical-condition-with-covid-19/
[1] https://twitter.com/aapaorg/status/1249786840225386498
[1] https://twitter.com/MaureenRegan18/status/1249913699579674624

Top Domains
Top Domains in Tweet in Entire Graph:
[2362] twitter.com
[384] youtube.com
[262] radiopaedia.org
[213] oup.com
[186] nejm.org
[169] biomedcentral.com
[152] lww.com
[135] co.uk
[122] google.com
[122] gomerblog.com

Top Domains in Tweet in G1:
[493] twitter.com
[61] lww.com
[44] youtube.com
[27] disq.us
[25] nytimes.com
[19] nejm.org
[14] closler.org
[13] facmedicine.com
[13] creativemeddoses.com
[11] aamc.org

Top Domains in Tweet in G2:
[195] twitter.com
[163] biomedcentral.com
[87] emcrit.org
[73] youtube.com
[68] emdocs.net
[52] rebelem.com
[36] lww.com
[32] wiley.com
[26] google.com
[26] thinkingcriticalcare.com

Top Domains in Tweet in G3:
[480] twitter.com
[237] radiopaedia.org
[88] dontforgetthebubbles.com
[86] youtube.com
[68] stemlynsblog.org
[60] ow.ly
[44] johnsonfrancis.org
[39] orthospinenews.com
[38] lww.com
[36] mdjobsite.com

Top Domains in Tweet in G4:
[17] paediatricfoam.com
[6] youtube.com
[5] nejm.org
[5] twitter.com
[5] radiopaedia.org
[5] cuanschutz.edu
[2] artibiotics.com
[2] escardio.org
[2] elsevier.health
[2] bit.ly

Top Domains in Tweet in G5:
[226] twitter.com
[28] youtube.com
[22] medmastery.com
[7] instagram.com
[6] nejm.org
[5] nih.gov
[5] cnn.com
[4] rsna.org
[4] nature.com
[4] nytimes.com

Top Domains in Tweet in G6:
[76] twitter.com
[20] clinicalproblemsolving.com
[14] nephsim.com
[6] cmeoutfitters.com
[4] chtbl.com
[4] mailchi.mp
[4] esicm-tv.org
[4] ajkdblog.org
[4] gotowebinar.com
[4] ejpd.com

Top Domains in Tweet in G7:
[81] dpbolvw.net
[57] twitter.com
[17] physiatry.org
[8] alliesinrecovery.net
[5] aad.org
[2] washingtonpost.com
[2] statnews.com
[2] newsbreak.com
[2] jamanetwork.com
[2] elsevierhealth.com

Top Domains in Tweet in G8:
[27] twitter.com
[2] healthinnovationmedia.com
[1] blogtalkradio.com
[1] jamanetwork.com
[1] businessinsider.com
[1] gov.ie
[1] theatlantic.com
[1] bluedot.global
[1] ca.gov
[1] youtube.com

Top Domains in Tweet in G9:
[198] oup.com
[82] escardio.org
[11] twitter.com
[5] ejinme.com
[4] youtube.com
[3] idsociety.org
[2] heart.org
[2] org.au
[2] springeropen.com
[2] pharmacyjoe.com

Top Domains in Tweet in G10:
[23] twitter.com
[12] covidreview.ca
[7] whitehouse.gov
[4] youtube.com
[3] ama-assn.org
[2] nejm.org
[2] fox26houston.com
[1] anesthesiologynews.com
[1] go.com
[1] timesofisrael.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12298] medtwitter
[8324] covid19
[5792] meded
[3670] foamed
[1584] coronavirus
[752] foamcc
[693] covid
[675] covid2019
[655] medstudenttwitter
[599] pandemic



Top Hashtags in Tweet in G1:
[2389] medtwitter
[1260] covid19
[601] meded
[204] foamed
[189] medstudenttwitter
[176] coronavirus
[123] womeninmedicine
[101] covid
[93] nursetwitter
[79] leadership

Top Hashtags in Tweet in G2:
[1338] foamed
[1249] covid19
[631] foamcc
[586] medtwitter
[356] meded
[208] covid19foam
[167] pocus
[160] coronavirus
[153] critcare
[141] graphicmedicine

Top Hashtags in Tweet in G3:
[2305] meded
[1212] medtwitter
[1144] covid19
[858] foamed
[476] foamrad
[319] orthotwitter
[252] radres
[222] covid
[187] cardiotwitter
[185] wellbeing

Top Hashtags in Tweet in G4:
[761] medtwitter
[670] covid19
[394] meded
[288] foamed
[210] usmle
[58] asthma
[32] medstudenttwitter
[31] cardiology
[27] dermatology
[27] eczema

Top Hashtags in Tweet in G5:
[983] medtwitter
[261] covid19
[163] meded
[99] foamed
[63] medstudenttwitter
[56] nursetwitter
[56] coronavirus
[36] covid
[34] medicine
[32] covid_19

Top Hashtags in Tweet in G6:
[361] medtwitter
[246] covid19
[194] meded
[103] foamed
[44] nephrology
[41] gitwitter
[39] medstudenttwitter
[37] covid
[34] cirrhosis
[31] hepatitisb

Top Hashtags in Tweet in G7:
[439] medtwitter
[197] covid19
[82] health
[81] trans
[75] meded
[50] dermatology
[49] dermtwitter
[49] dermpath
[33] nursetwitter
[32] covidtoes

Top Hashtags in Tweet in G8:
[675] medtwitter
[37] covid19
[19] publichealth
[18] cahealthcorps
[15] phychat
[6] getusppe
[4] meded
[4] tweetorial
[3] pophealth
[3] coronaviruspandemic

Top Hashtags in Tweet in G9:
[392] covid19
[208] cardiotwitter
[199] medtwitter
[158] ehj
[48] digitalhealth
[44] telecheckaf
[37] ehjcasereports
[27] foamed
[27] meded
[18] aha20

Top Hashtags in Tweet in G10:
[232] pedsanes
[106] covid19
[102] medtwitter
[26] meded
[13] foamed
[11] pasarethesolution
[11] womeninmedicine
[10] anesthesia
[10] pamedtwitter
[9] fullpracticeauthority

Top Words
Top Words in Tweet in Entire Graph:
[33858] Words in Sentiment List#1: Positive
[23825] Words in Sentiment List#2: Negative
[148] Words in Sentiment List#3: Angry/Violent
[987428] Non-categorized Words
[1045114] Total Words
[21523] #medtwitter
[12813] #covid19
[10722] #meded
[8937] #foamed
[4770] covid

Top Words in Tweet in G1:
[4308] #medtwitter
[1962] #covid19
[1390] #meded
[522] s
[431] people
[415] more
[400] medical
[392] out
[380] #foamed
[379] t

Top Words in Tweet in G2:
[4346] #foamed
[2201] #covid19
[2034] type
[1735] #foamcc
[1726] covid
[1499] h
[1336] compliance
[1331] elastic
[1328] resistance
[1328] recruitability

Top Words in Tweet in G3:
[3932] #meded
[2133] #medtwitter
[1847] #foamed
[1826] #covid19
[945] #foamrad
[673] covid
[640] 19
[563] more
[527] new
[499] #orthotwitter

Top Words in Tweet in G4:
[1066] #medtwitter
[847] #covid19
[504] new
[483] covid
[474] 19
[470] #meded
[419] case
[416] report
[380] updated
[350] #foamed

Top Words in Tweet in G5:
[988] #medtwitter
[265] #covid19
[172] #meded
[118] covid
[108] #foamed
[95] s
[84] patients
[84] medical
[79] more
[73] out

Top Words in Tweet in G6:
[742] #medtwitter
[360] #meded
[293] #covid19
[223] #foamed
[159] s
[141] patients
[138] here
[136] 2
[129] talk
[117] w

Top Words in Tweet in G7:
[762] #medtwitter
[336] #covid19
[150] #dermatology
[148] #dermtwitter
[115] #meded
[100] 1
[92] work
[88] physical
[86] please
[84] book

Top Words in Tweet in G8:
[698] #medtwitter
[630] medical
[624] now
[623] make
[623] one
[623] please
[622] m
[622] calling
[622] voices
[622] scientists

Top Words in Tweet in G9:
[497] #cardiotwitter
[472] #covid19
[449] #medtwitter
[315] #covid_19
[268] medics
[249] #foamed
[229] #coronavirus
[166] #meded
[160] related
[158] #ehj

Top Words in Tweet in G10:
[550] #medtwitter
[415] #covid19
[324] time
[310] front
[310] #anesthesiology
[288] one
[275] thank
[270] heroes
[268] line
[236] #pedsanes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2982] covid,19
[1964] #covid19,#medtwitter
[1450] type,h
[1448] compliance,elastic
[1448] elastic,resistance
[1448] resistance,recruitability
[1317] #foamed,#foamcc
[1268] #medtwitter,#covid19
[950] #meded,#medtwitter
[885] right,now

Top Word Pairs in Tweet in G1:
[254] #medtwitter,#covid19
[240] #covid19,#medtwitter
[223] covid,19
[162] #medtwitter,#medstudenttwitter
[160] #meded,#medtwitter
[144] during,#covid19
[139] #medtwitter,#meded
[122] #medtwitter,#nursetwitter
[121] med,students
[114] don,t

Top Word Pairs in Tweet in G2:
[1328] compliance,elastic
[1328] elastic,resistance
[1328] resistance,recruitability
[1328] type,h
[1101] #foamed,#foamcc
[847] covid,19
[745] 2,covid
[664] covid,phenotypes
[664] phenotypes,described
[664] described,gattinon

Top Word Pairs in Tweet in G3:
[507] covid,19
[403] #foamrad,#foamed
[343] #meded,#medtwitter
[242] #meded,#hpe
[238] #orthotwitter,#medtwitter
[237] #foamed,#foamrad
[208] answer,#foamrad
[187] medical,students
[179] #medtwitter,#meded
[175] #nightingale,#nhs

Top Word Pairs in Tweet in G4:
[474] covid,19
[412] new,case
[412] case,report
[266] #meded,#foamed
[234] #covid19,#medtwitter
[223] #medtwitter,#covid19
[204] presents,acute
[204] acute,abdomen
[203] report,covid
[203] 19,presents

Top Word Pairs in Tweet in G5:
[65] covid,19
[58] #covid19,#medtwitter
[34] #medtwitter,#medstudenttwitter
[30] #medtwitter,#nursetwitter
[30] #medtwitter,#covid19
[19] don,t
[19] #nursetwitter,#medtwitter
[18] hey,#medtwitter
[16] #medtwitter,#dermatology
[15] #meded,#foamed

Top Word Pairs in Tweet in G6:
[112] let's,talk
[60] #medtwitter,#foamed
[59] #medtwitter,excited
[59] liver,disease
[56] talk,cytopenias
[56] cytopenias,cirrhosis
[56] cirrhosis,many
[56] many,patients
[56] patients,cirrhosis
[56] cirrhosis,one

Top Word Pairs in Tweet in G7:
[81] book,real
[81] real,physical
[81] physical,entity
[81] entity,#trans
[81] #trans,#health
[81] #health,#medtwitter
[80] #dermtwitter,#medtwitter
[59] #medtwitter,#nursetwitter
[49] #covid19,#medtwitter
[46] #dermtwitter,#dermatology

Top Word Pairs in Tweet in G8:
[622] public,health
[621] m,calling
[621] calling,#medtwitter
[621] #medtwitter,act
[621] act,right
[621] right,now
[621] now,make
[621] make,voices
[621] voices,heard
[621] heard,speak

Top Word Pairs in Tweet in G9:
[201] #cardiotwitter,#medtwitter
[158] #ehj,ehj_ed
[158] ehj_ed,#cardiotwitter
[156] #covid19,related
[134] cruel,profdfrancis
[134] profdfrancis,people
[134] people,placebo
[134] placebo,instead
[134] instead,miracle
[134] miracle,drug

Top Word Pairs in Tweet in G10:
[268] heroes,front
[268] front,line
[247] #medtwitter,#covid19
[230] anesthesiologist,cover
[230] cover,time
[230] time,one
[230] one,heroes
[230] line,thank
[230] thank,ht
[230] ht,neilindranil

Top Replied-To
Top Replied-To in Entire Graph:
@euroelso
@mfranklinnp
@mededchat
@sacov19
@sagar_ankita
@somedocs
@cameronks
@dglaucomflecken
@hsafamd
@laxswamy

Top Replied-To in G1:
@sacov19
@somedocs
@vprasadmdmph
@nakedcapsid
@lkshawn
@dglaucomflecken
@rohankhaz
@nicolekuderer
@fglimed
@kimtempleton3

Top Replied-To in G2:
@euroelso
@cameronks
@fluid_academy
@thenpiap
@laxswamy
@mlgg2
@gallodemoraesmd
@wilkinsonjonny
@brad4sc1
@jenicaatwin

Top Replied-To in G3:
@mededchat
@becomingadr
@docskalski
@dradamcol
@medicsacademy
@rfentonmd
@veggieequallife
@ohiostatemed
@orthopodreg
@lungsatwork

Top Replied-To in G4:
@angrierwhstaff
@teachme_uk
@babydrclaire
@euroelso

Top Replied-To in G5:

Top Replied-To in G6:
@nancyreau
@advanirashmi
@ruben_hernaez
@naspghan
@baldeeppablamd
@amcollegegastro
@sanchezlunamd
@mfranklinnp
@yetenaw
@scopingsundays

Top Replied-To in G7:
@mfranklinnp
@jonelleelgaway
@hsafamd
@oprah
@jack_turban
@txsconstitution
@dr_brian_cox
@fmstudent
@vanilasingh
@angelpanizo1

Top Replied-To in G8:
@capublichealth
@rtdnews

Top Replied-To in G9:
@dotmdconf
@noshreza
@idsainfo
@dbelardomd
@drleahth
@purviparwani

Top Replied-To in G10:
@responsiblemds
@docmcohen
@tjm1989
@natekunzler
@msharifpourmd
@newscentermaine
@tomfolanmd
@cnn
@ennnerz
@marymcdonnell10

Top Mentioned
Top Mentioned in Entire Graph:
@gattinon
@time
@srrezaie
@emcrit
@pulmcrit
@neilindranil
@nejm
@cameronks
@radiopaedia
@johncena

Top Mentioned in G1:
@tmprowell
@somedocs
@colleenmfarrell
@tomfolanmd
@asco
@mknoll_md
@covid19docs
@annalaucis
@drlindamd
@amandariveramd

Top Mentioned in G2:
@gattinon
@srrezaie
@emcrit
@pulmcrit
@cameronks
@emswami
@isicem
@atsscholar
@wilkinsonjonny
@jlvincen

Top Mentioned in G3:
@radiopaedia
@stemlyns
@drcraighacking
@dftbubbles
@pacsbin
@emmanchester
@nejm
@theapdr
@jama_current
@harvardmacy

Top Mentioned in G4:
@nejm
@picsociety
@jround999
@londonpaeds
@goshpictraining
@georgespicu
@renearathrojasm
@aepap
@juanfdo97
@gpi_aepap

Top Mentioned in G5:
@comclinicalrx
@illuminatehlth
@trimco_
@adamtabriz
@uclasurgery
@dfcrorg

Top Mentioned in G6:
@renalfellowntwk
@cpsolvers
@kidney_boy
@dxrxedu
@paulnwilliamz
@tony_breu
@ebtapper
@rabihmgeha
@amcollegegastro
@soupvector

Top Mentioned in G7:
@aadmember
@academicchatter
@aadskin
@nythealth
@aaphysiatrists
@drestherfreeman
@lindyfox1
@meddermsoc
@dermhospitalist
@tferriss

Top Mentioned in G8:
@hcnowradio
@bowersoph
@aslavitt
@dellmedschool
@geisingercwlth
@kpmedschool
@pophealthweek
@uhouston
@humana
@ucsfhospitals

Top Mentioned in G9:
@ehj_ed
@escardio
@dominik_linz
@idsainfo
@agewallstefan
@gianlusava
@ccfcards
@cardionerds
@jama_current
@debakeycvedu

Top Mentioned in G10:
@time
@neilindranil
@aapaorg
@umassmedical
@snaccneuro
@cumcanesthesia
@drmwalkermd
@columbiasurgery
@columbiaccm
@columbiaem

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sectest9
@jurylady5
@edinburghwatch
@s9tmt
@ejlazar
@joefreedomlove
@kat4obama
@chidambara09
@threadreaderapp

Top Tweeters in G1:
@maybel65
@katcapps
@scott1984fp
@lizditz
@lacunalingua
@cblazblaz
@kellyrek
@glynmoody
@foxnews
@lunasangrienta1

Top Tweeters in G2:
@joefreedomlove
@npsusa
@ketaminh
@rmack2x
@debhiers1
@bolajuade
@fj_newman
@paladine
@beccanalia
@cabird6

Top Tweeters in G3:
@threadreaderapp
@bkindngood
@davemasters
@sherrilee7
@yayayarndiva
@femtech_
@bostonglobe
@iamrana
@conservativela
@heatherpeno

Top Tweeters in G4:
@edinburghwatch
@flight_refunds
@rigotordoc
@uchmoni
@claimcompanies
@nightnurse38
@intrepido221bx
@katamirsha
@claudina1947
@techlewis

Top Tweeters in G5:
@iam__network
@ukfreenews
@addictionguy
@vegypower
@itsmethehbic
@netofeverything
@kittyhundal
@drpetra
@bccww
@darshantalks

Top Tweeters in G6:
@lawgirl318
@kimpy123
@syawal
@gellyroll82
@lkfpaez
@celestinogutirr
@aguilara54
@lavendery1
@pinkypie41
@drjhk

Top Tweeters in G7:
@senseof_outrage
@pauldramone
@skepmi
@sandralhanlon
@pietro__bruno
@lipkinlip
@goprapebuster
@socratic1
@picochu89
@vampwritergrrl

Top Tweeters in G8:
@thepoliticalcat
@foggybottomgal
@astwisa
@jilevin
@businessinsider
@darrellpmwest
@teetweetshere
@rodneyclaeys
@yagbebi
@knight201701

Top Tweeters in G9:
@teppdude
@zgur_
@saudi_pharma_07
@saludhealthinfo
@f_camel
@mwt2008
@hugorelly
@neurolawguy
@lehmanndrc
@6f6e5ba6bdc34ae

Top Tweeters in G10:
@phendricks71
@vernapolitics
@fox26houston
@time
@lilsliceofcraze
@gmarie55
@tayywurrr
@lisawinslow
@newscentermaine
@thejadelord


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