FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020, Twitter, 5/26/2020 6:46:01 PM, 228320


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NodeXL Twitter FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020 Monday, 25 May 2020 at 18:26 UTC
NodeXL Twitter FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020 Monday, 25 May 2020 at 18:26 UTC
From:
scotpublichealth
Uploaded on:
May 26, 2020
Short Description:
FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020 via NodeXL https://bit.ly/2XtU6uM
@mededbot
@_joshcase
@nmfonline
@manualomedicine
@gmacscotland
@ranaawdish
@avrahamcoopermd
@drpess
@travisabenson
@drshahrul80

Top hashtags:
#medtwitter
#meded
#covid19
#foamed

Description:
Description
The graph represents a network of 39,119 Twitter users whose recent tweets were included in a list (FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020) of 66040 tweet IDs, or who were replied to or mentioned in those tweets. 62567 out of 66040 tweets were collected. The network was obtained from Twitter on Monday, 25 May 2020 at 20:57 UTC.

The tweets in the network were tweeted over the 12-day, 23-hour, 5-minute period from Friday, 01 May 2020 at 22:50 UTC to Thursday, 14 May 2020 at 21:55 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 : 39119
Unique Edges : 97181
Edges With Duplicates : 42109
Total Edges : 139290
Self-Loops : 11092
Reciprocated Vertex Pair Ratio : 0.0436130898714989
Reciprocated Edge Ratio : 0.0835809559975317
Connected Components : 2022
Single-Vertex Connected Components : 1371
Maximum Vertices in a Connected Component : 35686
Maximum Edges in a Connected Component : 134767
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.598669
Graph Density : 6.88348408855092E-05
Modularity : 0.546033
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 39,119 Twitter users whose recent tweets were included in a list (FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020) of 66040 tweet IDs, or who were replied to or mentioned in those tweets. 62567 out of 66040 tweets were collected. The network was obtained from Twitter on Monday, 25 May 2020 at 20:57 UTC.

The tweets in the network were tweeted over the 12-day, 23-hour, 5-minute period from Friday, 01 May 2020 at 22:50 UTC to Thursday, 14 May 2020 at 21:55 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 : TwitterIDList
Graph Term : FOAMed FOAMRad MedEd MedTwitter 1-14 May 2020
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:
[370] https://www.facebook.com/1671734119709013/posts/2794626097419804/?d=n
[126] https://oxfordmedicine.com/page/on-the-radar?esctwitter
[81] https://jamanetwork.com/abusenotice
[55] https://covid19factcheck.com/
[51] http://www.emdocs.net/covid-19-oxygen-escalation-therapy-and-noninvasive-ventilation/
[42] https://goo.gl/clZRc4
[41] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02859-w
[41] https://marlin-prod.literatumonline.com/pb-assets/Health%20Advance/journals/ymob/SARS-CoV-2_and_pregnancy_letter_line_nbrs.pdf
[40] https://www.coreultrasound.com/5ms_rwma/
[39] http://doc2dubai.com

Top URLs in Tweet in G1:
[36] https://jamanetwork.com/abusenotice
[16] https://rebelem.com/rebel-core-cast-32-0-needle-decompression/
[13] https://twitter.com/jbcarmody/status/1258586293744873472
[13] https://link.chtbl.com/curb20
[12] https://www.acgme.org/Portals/0/MilestonesImplementationGuidebook.pdf?ver=2020-05-08-144348-037
[12] https://clinicalproblemsolving.com/learn-live/
[12] https://link.springer.com/epdf/10.1007/s40670-020-00979-0?sharing_token=0JtAelAb06EDp0ZCDel9R_e4RwlQNchNByi7wbcMAY4_8orUEmBnq6wcUt1VtY7VjxWbnmGr8i4cu7XFC5-Lkkeydl9aH5Bri0XxJzgZtPzqXio4CHWa7QoQAL71cA7zUTaILZyztLGS0pwJ49iznBhQIJzrYEnn6t0dMQHaVHk%3D
[12] http://www.acphospitalist.org/weekly/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=hospitalistweekly
[11] https://docs.google.com/forms/d/e/1FAIpQLSdnjxRq6yPazH1r0SBxfyaHVkOReu1bpw3UZQ2scaXxsRdmMQ/viewform?usp=sf_link&urp=gmail_link
[10] https://www.youtube.com/watch?v=RrpDa_LmkF4&feature=youtu.be


Top URLs in Tweet in G2:
[9] https://notanotherdoctorblog.com/2020/05/01/the-time-a-patient-was-shot-dr-olufadejis-story/
[5] https://www.facebook.com/1671734119709013/posts/2794626097419804/?d=n
[3] https://jamanetwork.com/journals/jamasurgery/fullarticle/2765849?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=051420#.Xr1Hg4MKn3Q.twitter
[2] https://docs.google.com/forms/d/e/1FAIpQLScRbYqOerCyCQ06WriFvEsH3GBBbWIa2g1IpzJAJyGBD_rl2A/viewform
[2] https://twitter.com/Sir_Chatur/status/1260768438592499713
[2] https://www.bitchute.com/video/0hRnzOgaUxJW/
[1] https://joshcase.dev/articles/chapter-1-how-to-learn-to-code
[1] https://developer.twitter.com/en/apps
[1] https://twitter.com/AnnaMedaris/status/1258405871106887683
[1] https://twitter.com/DShadowgazer/status/1260922885515943936

Top URLs in Tweet in G3:
[115] https://oxfordmedicine.com/page/on-the-radar?esctwitter
[49] http://www.emdocs.net/covid-19-oxygen-escalation-therapy-and-noninvasive-ventilation/
[40] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02859-w
[39] https://www.coreultrasound.com/5ms_rwma/
[34] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02878-7
[31] https://sites.google.com/presby.edu/pharmacy-friday/home
[31] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02912-8
[30] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02882-x
[29] https://www.stemlynsblog.org/nice-guidelines-vte/
[28] http://www.emdocs.net/the-storm-within-cytokine-storm-and-covid-19/

Top URLs in Tweet in G4:
[37] https://goo.gl/clZRc4
[34] https://radiopaedia.org/courses/featured-video
[32] https://goo.gl/e4q1kT
[29] http://doc2dubai.com
[27] https://www.youtube.com/channel/UCxx1HKR6qIH7QUerNtn3ceQ
[25] https://aspnr.org/case-of-the-week/case-of-the-week-may-6-2020/
[24] https://radiopaedia.org/cases/skin-fold-mimicking-pneumothorax
[21] https://radiopaedia.org/cases/dislocated-4th-and-5th-carpometacarpal-joints
[21] https://www.networkworld.com/article/3542679/the-pandemic-reveals-the-need-for-better-telemedicine.html
[19] https://radiopaedia.org/cases/acetabular-fracture-4

Top URLs in Tweet in G5:
[47] https://covid19factcheck.com/
[23] https://mk0nrmp3oyqui6wqfm.kinstacdn.com/wp-content/uploads/2020/05/MM_Results_and-Data_2020.pdf
[18] https://tiny.cc/MedAppGuide
[17] https://docs.google.com/forms/d/e/1FAIpQLSfGKnUgT-hczz6ws7Wz1ijrnTkj8rKhqJnjWJ42tya6TmBtcg/viewform?usp=send_form
[17] https://www.prescribeitforward.com/
[12] https://twitter.com/ACLU/status/1255864986435416065
[11] https://www.physiatry.org/page/Webinars
[10] https://docs.google.com/forms/d/e/1FAIpQLScpVJrwohtm5jWTm7InN5aMRMfry4bV1M2UWCDzOl4zbkxUFA/viewform
[7] https://twitter.com/jbcarmody/status/1258586293744873472
[7] https://t.co/MfoNwEoUZT?linkId=87748736

Top URLs in Tweet in G6:
[17] https://www.protecthealthcare.ca/why_we_care_saving_family_practice_in_the_community
[16] https://www.youtube.com/watch?v=uJ4NzHMsPag

[8] https://www.facebook.com/events/s/discussion-to-save-our-clinics/882991412203003/?ti=icl
[8] https://www.cps.ca/en/documents/position/nicu-care-for-infants-born-to-mothers-with-suspected-or-proven-covid-19
[8] http://cmajnews.com/2020/05/08/royal-ai-1095871/
[8] https://chiromt.biomedcentral.com/articles/10.1186/s12998-020-00318-5?fbclid=IwAR1fr5KKfQFtvjD88PJHZtoKKsuFmvlyeASiA_kL2ZFQJbZ0MtnsvezjTto
[7] https://www.change.org/p/office-of-the-deputy-premier-and-minister-of-health-and-long-term-care-of-ontario-open-capitation-model-funding-fho-to-all-family-physicians-in-ontario-urgently/exp/cl_/cl_sharecopy_21776399_en-CA/v10/1081301420?utm_content=cl_sharecopy_21776399_en-CA%3Av10&recruiter=1081301420&recruited_by_id=3dd885b0-8713-11ea-b232-cb650f3767fd&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi&utm_term=14f14588e94345d681cf9e93b4ed6244
[6] https://medicinegovorgmedlearn-innovation-event-nhs.blog/2020/04/22/making-the-most-of-telephone-consultations-a-guide-for-patients/
[6] https://survey.ca1.qualtrics.com/jfe/form/SV_bayzOKVzxFdPW0B
[6] http://ohtwist.com/about-eds/comorbidities/

Top URLs in Tweet in G7:
[349] https://www.facebook.com/1671734119709013/posts/2794626097419804/?d=n
[24] http://vortexapproach.org
[24] https://medicalterminologyblog.com/exploring-medical-language-2/
[18] https://es.surveymonkey.com/r/DocenciaenLinea
[6] http://www.uptodate.com/
[3] https://sketchbookmd.com/
[3] https://jamanetwork.com/abusenotice
[3] https://www.medicalexamprep.co.uk/diagnosing-pneumonia-on-chest-x-ray/
[2] https://www.youtube.com/watch?v=mA1wqjaeKj0&feature=youtu.be

[2] https://radiopaedia.org/cases/foreign-body-in-airway-1?lang=gb

Top URLs in Tweet in G8:
[9] https://medicine-revived.ck.page/0acc8f9b1b
[5] https://www.mdedge.com/familymedicine/article/221634/coronavirus-updates/primary-care-physicians-reshuffle-their-work-lives
[5] https://twitter.com/karlitaliliana/status/1260761171717582848
[4] https://attendee.gotowebinar.com/register/1541612465650357259
[4] https://www.mdedge.com/dermatology/article/221210/business-medicine/private-equity-salvation-or-death-sentence
[3] https://twitter.com/LisaRieffel/status/1256599946226102272
[3] http://Fyntv.net
[3] https://jamanetwork.com/abusenotice
[3] https://waysofthinking.co.uk/
[2] https://www.nih.gov/news-events/news-releases/study-determine-incidence-novel-coronavirus-infection-us-children-begins?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[7] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD004349.pub2/full
[6] https://nephsim.com/
[6] https://journals.lww.com/thehearingjournal/Fulltext/2020/04000/The_Importance_of_Music_Appreciation_for_CI_Users.12.aspx
[5] http://www.crstonline.com/article.asp?issn=2590-3233;year=2020;volume=3;issue=5;spage=80;epage=85;aulast=Ahuja
[4] https://2020sim.com/
[4] https://journals.lww.com/thehearingjournal/pages/currenttoc.aspx
[4] https://journals.lww.com/thehearingjournal/blog/OnlineFirst/pages/post.aspx?PostID=62
[4] http://ow.ly/myVQ50yIhcU?utm_source=twitter&utm_medium=hearingjournal&utm_term=&utm_content=&utm_campaign=
[4] https://journals.lww.com/thehearingjournal/Fulltext/2020/05000/The_Reality_of_Hearing_Care_in_Nursing_Homes.1.aspx
[4] https://journals.lww.com/thehearingjournal/Fulltext/2020/05000/2020_Priorities_of_Aging_Baby_Boomers.12.aspx

Top URLs in Tweet in G10:
[11] https://edition.cnn.com/2020/05/06/politics/donald-trump-nurse-ppe-coronavirus/index.html
[7] https://arthros.org/index.cfm
[5] https://www.shemd.org/post/top-five-things-i-wish-i-had-known-before-starting-my-intern-year
[5] http://mjrheum.org/september-2019/newsid792/192/showfulltext792/1
[3] https://covid.medicalrealities.com/global-virtual-grand-rounds-2/
[3] https://kmblegal.com/sites/default/
[3] https://threadreaderapp.com/thread/1258970936411410433.html
[3] https://open.spotify.com/show/70yZEIlSsAGAaDqMpVyxiu?si=MRsbBFDQTrGyVYB-67fNGQ
[2] https://rafaelgrossmann.health/
[2] https://journals.sagepub.com/doi/full/10.1177/1753193418825440?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[3994] twitter.com
[640] youtube.com
[432] facebook.com
[295] biomedcentral.com
[262] emdocs.net
[258] radiopaedia.org
[241] jamanetwork.com
[211] google.com
[207] lww.com
[203] co.uk

Top Domains in Tweet in G1:
[1210] twitter.com
[129] jamanetwork.com
[104] youtube.com
[52] lww.com
[51] nih.gov
[51] clinicalproblemsolving.com
[40] google.com
[39] usmlematerials.net
[38] goo.gl
[34] zoom.us

Top Domains in Tweet in G2:
[38] twitter.com
[25] dailymedicaltrivia.com
[12] docmode.org
[9] notanotherdoctorblog.com
[5] facebook.com
[4] jamanetwork.com
[2] google.com
[2] disq.us
[2] bitchute.com
[1] joshcase.dev

Top Domains in Tweet in G3:
[363] twitter.com
[264] biomedcentral.com
[226] emdocs.net
[148] rebelem.com
[118] oxfordmedicine.com
[90] youtube.com
[72] stemlynsblog.org
[69] blogspot.com
[64] co.uk
[59] mdjobsite.com

Top Domains in Tweet in G4:
[562] twitter.com
[225] radiopaedia.org
[141] youtube.com
[72] goo.gl
[43] google.com
[43] aspnr.org
[38] co.uk
[36] disq.us
[30] jamanetwork.com
[29] doc2dubai.com

Top Domains in Tweet in G5:
[432] twitter.com
[49] youtube.com
[47] covid19factcheck.com
[36] google.com
[26] kinstacdn.com
[20] spotify.com
[18] tiny.cc
[17] lww.com
[17] prescribeitforward.com
[15] medpagetoday.com

Top Domains in Tweet in G6:
[119] twitter.com
[40] youtube.com
[23] ohtwist.com
[17] protecthealthcare.ca
[16] facebook.com
[16] change.org
[13] cps.ca
[10] org.uk
[10] biomedcentral.com
[9] nosm.ca

Top Domains in Tweet in G7:
[349] facebook.com
[40] twitter.com
[29] medicalterminologyblog.com
[24] vortexapproach.org
[18] surveymonkey.com
[17] larocheposaypro.com
[10] co.uk
[7] radiopaedia.org
[6] youtube.com
[6] uptodate.com

Top Domains in Tweet in G8:
[304] twitter.com
[26] youtube.com
[25] medmastery.com
[23] instagram.com
[23] neurology.org
[18] careerarc.com
[11] jamanetwork.com
[9] mdedge.com
[9] ck.page
[7] co.uk

Top Domains in Tweet in G9:
[38] lww.com
[32] twitter.com
[19] cochranelibrary.com
[10] nephsim.com
[10] crstonline.com
[9] ow.ly
[9] ubc.ca
[6] m3india.in
[5] youtube.com
[4] 2020sim.com

Top Domains in Tweet in G10:
[82] twitter.com
[11] cnn.com
[7] facebook.com
[7] arthros.org
[5] kmblegal.com
[5] shemd.org
[5] mjrheum.org
[4] medicalrealities.com
[4] jamanetwork.com
[3] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24216] medtwitter
[11601] meded
[7309] covid19
[6305] foamed
[1511] medstudenttwitter
[1346] coronavirus
[1041] foamrad
[856] cardiotwitter
[849] covid
[773] foamcc



Top Hashtags in Tweet in G1:
[4264] meded
[4101] medtwitter
[1381] covid19
[691] foamed
[364] medstudenttwitter
[219] hpe
[211] cardiotwitter
[202] womeninmedicine
[194] tweetorial
[153] neurology

Top Hashtags in Tweet in G2:
[5126] medtwitter
[567] meded
[343] surged
[149] medtwitterph
[60] medstudenttwitter
[26] medicos
[16] antimaskers
[14] covid19
[14] nooffence
[13] aatmanirbharbharat

Top Hashtags in Tweet in G3:
[2897] foamed
[1851] covid19
[1753] medtwitter
[1106] meded
[700] coronavirus
[682] batflu
[645] wuhan
[585] foamcc
[509] cardiotwitter
[493] pocus

Top Hashtags in Tweet in G4:
[2155] medtwitter
[1166] meded
[643] foamed
[639] foamrad
[546] covid19
[298] orthotwitter
[251] radres
[197] tweetorial
[188] radiology
[185] medstudenttwitter

Top Hashtags in Tweet in G5:
[2191] medtwitter
[726] meded
[708] covid19
[332] medstudenttwitter
[99] epitwitter
[78] covid
[75] loveislove
[70] lgbtqia
[69] мойангелa
[65] foamed

Top Hashtags in Tweet in G6:
[825] medtwitter
[424] meded
[213] covid19
[155] covid_19
[108] pediatrics
[86] onpoli
[65] ontario
[61] healthcare
[61] primarycare
[58] doctors

Top Hashtags in Tweet in G7:
[1183] medtwitter
[1022] meded
[951] foamed
[373] dermtwitter
[352] covidderm
[337] usmle
[225] foamrad
[149] mir
[138] ecg
[132] cardioed

Top Hashtags in Tweet in G8:
[1561] medtwitter
[204] meded
[163] covid19
[112] medstudenttwitter
[104] foamed
[91] nursetwitter
[71] healthcare
[64] doctors
[55] coronavirus
[55] medical

Top Hashtags in Tweet in G9:
[401] medtwitter
[161] foamed
[144] meded
[109] nephpearls
[99] covid19
[80] nephronotes
[45] tweetorial
[44] medstudenttwitter
[33] cirrhosis
[30] covid

Top Hashtags in Tweet in G10:
[460] covid19
[375] medtwitter
[261] meded
[82] getmeppe
[20] healthcareheroes
[17] foamed
[13] ppe
[12] covidー19
[12] hrs2020science
[11] healthcare

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[7572] #meded
[6949] #medtwitter
[1994] #covid19
[1346] s
[1329] #foamed
[1197] 1
[1046] out
[1016] here
[965] more
[960] medical

Top Words in Tweet in G2:
[5445] #medtwitter
[4467] ai
[4248] #meded
[4000] medical
[3813] profile
[3737] #medstudenttwitter
[3706] doctor
[3694] hey
[3687] code
[3681] learn

Top Words in Tweet in G3:
[6045] #foamed
[3853] #medtwitter
[2669] #covid19
[2633] #meded
[1647] #foamcc
[1449] #cardiotwitter
[1300] covid
[1173] 19
[997] #pocus
[988] #coronavirus

Top Words in Tweet in G4:
[4073] #medtwitter
[2698] #meded
[1474] #foamed
[1388] #foamrad
[942] 1
[937] #covid19
[729] #radres
[682] s
[678] answer
[647] case

Top Words in Tweet in G5:
[4559] #medtwitter
[1260] #meded
[1005] #covid19
[954] #medstudenttwitter
[892] students
[858] med
[693] 1
[609] medical
[597] please
[545] s

Top Words in Tweet in G6:
[1396] #medtwitter
[822] #meded
[343] #covid19
[324] need
[287] stopped
[272] t
[268] please
[234] share
[230] care
[216] realdonaldtrump

Top Words in Tweet in G7:
[1496] #medtwitter
[1356] #meded
[1178] #foamed
[381] #dermtwitter
[353] #covidderm
[349] visuals
[349] australasian
[349] college
[349] dermatologists
[345] #usmle

Top Words in Tweet in G8:
[1570] #medtwitter
[214] #meded
[163] #covid19
[150] s
[120] t
[120] covid
[116] out
[113] #medstudenttwitter
[111] medical
[110] #foamed

Top Words in Tweet in G9:
[1353] #medtwitter
[894] 1
[744] metronidazole
[660] #tweetorial
[483] m
[450] #foamed
[395] answer
[379] both
[378] wonder
[377] 15

Top Words in Tweet in G10:
[761] #medtwitter
[532] #covid19
[442] #meded
[326] early
[228] t
[209] care
[184] important
[183] don
[171] please
[167] tell

Top Word Pairs
Top Word Pairs in Tweet in G2:
[893] hey,#medtwitter
[447] learn,code
[401] medical,specialty
[378] #medtwitter,written
[365] written,ai
[365] ai,bot
[324] bot,look
[245] look,profile
[235] profile,guess
[228] guess,medical

Top Word Pairs in Tweet in G3:
[3692] #foamed,#foamcc
[3677] covid,19
[3668] #batflu,#wuhan
[3667] #covid2019,#covid19
[3667] #corona,#pandemic
[3667] #coronavirusoutbreak,#covid2019
[3667] #coronavirus,#coronavirusoutbreak
[3667] #quarantine,#socialdistancing
[3667] #foamed,#foamus
[3667] #foamed,#meded

Top Word Pairs in Tweet in G4:
[1175] #foamrad,#foamed
[1014] answer,#foamrad
[847] #foamed,#foamrad
[581] #orthotwitter,#medtwitter
[573] covid,19
[568] #meded,#medtwitter
[566] #gitwitter,#meded
[555] check,out
[429] sign,up
[401] #meded,#foamed

Top Word Pairs in Tweet in G5:
[532] #medtwitter,#medstudenttwitter
[293] med,students
[288] med,school
[245] pre,meds
[238] loan,forgiveness
[216] #covid19,#medtwitter
[212] nbmenow,theusmle
[190] current,med
[188] quite,few
[171] few,admissions

Top Word Pairs in Tweet in G6:
[676] #meded,#medtwitter
[414] please,share
[305] brought,light
[299] need,reason
[260] reason,#medtwitter
[221] #medtwitter,aligned
[195] aligned,against
[185] against,administration
[184] administration,thank
[184] thank,those

Top Word Pairs in Tweet in G7:
[180] #meded,#foamed
[179] #dermtwitter,#medtwitter
[172] #covidderm,visuals
[170] visuals,australasian
[170] australasian,college
[170] college,dermatologists
[170] dermatologists,#dermtwitter
[170] central,venous
[170] #foamed,#usmle
[170] #foamed,#foamrad

Top Word Pairs in Tweet in G8:
[755] #medtwitter,#medstudenttwitter
[380] covid,19
[349] don,t
[349] #medtwitter,#nursetwitter
[349] #nursetwitter,#medtwitter
[349] #doctors,#medtwitter
[349] #neurology,#doctors
[258] #medstudenttwitter,#medtwitter
[258] hey,#medtwitter
[217] #covid19,#medtwitter

Top Word Pairs in Tweet in G9:
[59] #tweetorial,#medtwitter
[56] 1,15
[47] 15,wonder
[42] wonder,metronidazole
[41] metronidazole,flagyl
[32] flagyl,treats
[29] treats,both
[28] both,bacteria
[25] bacteria,parasites
[25] parasites,answer

Top Word Pairs in Tweet in G10:
[572] don,t
[372] early,intubation
[372] social,media
[372] please,don
[372] t,tell
[372] tell,social
[372] media,upended
[372] upended,#meded
[372] #meded,twitter
[372] twitter,youtube

Top Replied-To
Top Replied-To in Entire Graph:
@drpess
@meded_journal
@clinicalteacher
@dglaucomflecken
@karenerrichetti
@colleenmfarrell
@drlesleybarron
@celliottability
@uclh
@evankirstel

Top Replied-To in G1:
@meded_journal
@clinicalteacher
@orthopodreg
@colleenmfarrell
@nabilahmayat
@rakheebhayanimd
@drpess
@futuredocs
@wimchatsunday
@margaretsaira

Top Replied-To in G2:
@drpratiksha1
@sud_0107
@slo0o0oom
@mishramridula10
@drbhardwaj06
@llvxav
@viswas_mr
@dglaucomflecken

Top Replied-To in G3:
@epicclearning
@grepmeded
@rajanisurendarb
@accpchest
@wandering_er
@dudesinterview
@agem_saem
@caep_docs
@siddharth_dugar
@cleavon_md

Top Replied-To in G4:
@drpess
@evankirstel
@karenerrichetti
@scopingsundays
@bilalmohammadmd
@lizzieabymd
@mondaynightibd
@dcharabaty
@craniocaudal
@koolkpmd

Top Replied-To in G5:
@jack_turban
@dglaucomflecken
@hpjournalclub
@nbmenow
@trilingual_med
@drpess
@govpritzker
@hsafamd
@colleenmfarrell
@travisabenson

Top Replied-To in G6:
@drlesleybarron
@celliottability
@mlgg2
@justintrudeau
@geraldkutney
@jkwan_md
@canadadev
@winder_gill
@canpaedsociety
@markbir41552571

Top Replied-To in G7:
@latulippesteven
@impulsamedicina
@alsharifghadah
@jgbaritmd
@openacademics
@mdaware
@target
@manualomedicine

Top Replied-To in G8:
@shan_naved
@interactiveclin

Top Replied-To in G9:
@iheartkidneys
@varunkumarbandi
@ct_bergstrom
@rush_nephrology
@rjelinek
@mcgrathew33
@nephprasad
@drpess
@marklewismd
@hrh_approved

Top Replied-To in G10:
@uclh
@1brahim_1brahim
@kavit_amin
@supremecourt_tx
@littlenik
@meatpoultry
@clbuonpane
@hijabintheor_
@dxrxedu
@leahsoderberg

Top Mentioned
Top Mentioned in Entire Graph:
@grepmeded
@medpedshosp
@news_pandemic
@cianmcdermott
@nephrop
@arghavan_salles
@nejm
@theusmle
@nbmenow

Top Mentioned in G1:
@asmeofficial
@dxrxedu
@cpsolvers
@rabihmgeha
@clinicalteacher
@meded_journal
@orthopodreg
@gradydoctor
@harvardmacy
@arghavan_salles

Top Mentioned in G2:
@narendramodi
@twitter
@mcatbros
@rajeshtope11
@drharshvardhan
@sambitswaraj
@arvindkejriwal
@_farzi_doc_
@thewittydoctor_

Top Mentioned in G3:
@grepmeded
@medpedshosp
@news_pandemic
@cianmcdermott
@nephrop
@jlvincen
@isicem
@msiuba
@precordialthump
@dogicuma

Top Mentioned in G4:
@swexner
@juliomayol
@misirg1
@dcharabaty
@mondaynightibd
@scopingsundays
@almagoch
@mregueiromd
@radiopaedia
@pferrada1

Top Mentioned in G5:
@theusmle
@nbmenow
@arghavan_salles
@jmugele
@lizstein_
@repmaloney
@drsanjaygupta
@forbes
@choo_ek
@acadmedjournal

Top Mentioned in G6:
@realdonaldtrump
@jodikantor
@ddsv3
@vp
@ontariosdoctors
@fordnation
@dmarshnosm
@uhn
@celliottability
@ubcmedicine

Top Mentioned in G7:
@nejm
@drjirofano
@medcomic
@soeducsa
@spotlightmed
@jwatch
@asofamech
@semes_

Top Mentioned in G8:
@medstudenthq
@a100_medblog
@topmedstore

Top Mentioned in G9:
@nsmcinternship
@saynanorouzi
@nephro_sparks
@ssfarouk
@atsscholar
@icnarc
@rachelhilburg
@remap_cap
@anzicrc

Top Mentioned in G10:
@strauss_matt
@medrealities
@zgjr
@acutemedicine
@npr
@icplasticsurg
@andrearussoep
@andrewkrahnmd
@drkathrynmannix
@aslavitt

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@paul_cude
@yuuji_k1
@sectest9
@piyuanker12
@edinburghwatch
@s9tmt
@united
@littlebytesnews
@solutioneer72

Top Tweeters in G1:
@littlebytesnews
@threadreaderapp
@mccarrenbill
@scott1984fp
@lizditz
@bistycsross
@femtech_
@yayayarndiva
@angels_xr
@nembotavy_0101

Top Tweeters in G2:
@76ercule
@timileyin_
@culiraj
@taahir98
@nig_bmt
@indiantweeter
@wavehit
@jsingh2252
@thfundraiser
@ch3oma

Top Tweeters in G3:
@jornalistavitor
@solutioneer72
@gambiste1
@billnigh
@ketaminh
@ronaldclarke
@noholidayforgop
@1i5t3n3r
@suzanneinlgb
@nytimes

Top Tweeters in G4:
@yuuji_k1
@sectest9
@piyuanker12
@s9tmt
@evankirstel
@aaroncuddeback
@ottlegalrebels
@sueleugers
@tinyboo49
@tess_blue815

Top Tweeters in G5:
@thehill
@rosenchild
@mayirmamay14
@huffpost
@bob_stinson1234
@estarianne
@melissajpeltier
@safimaasai
@rousseauagnes
@familygrowing1

Top Tweeters in G6:
@trump_enemy
@guardian
@dismisstrump
@frecklesxx20
@jot_au
@firetrench
@lndontretweets
@mlczone
@globeandmail
@cnbsnana

Top Tweeters in G7:
@chidambara09
@kimvie
@franceafrik
@ishagshafeeg
@813_ct
@jimenezana
@andymoz78
@leschique
@d_melissa2
@vicentelozadab

Top Tweeters in G8:
@msrobinhosking
@metalrulestv
@elinsilveous
@drandall
@jrwstormy
@tradetexasbig
@woutgorge
@ouchh_potato
@htstelian
@kimberley_ok

Top Tweeters in G9:
@frazzling
@entwistletx
@dralexconcorde
@pash22
@tamer_abdullah
@anemnnn
@ch_mendezv
@syarifahfatin_
@rstatstweet
@desmond185

Top Tweeters in G10:
@joefreedomlove
@tacobell
@fasting39
@trunfim
@happanarinder
@sandoly
@svagdis
@esme_hornbeam
@neusamandrade
@drginareghetti