MedEd FOAMed FOAMrad MedTwitter import from TAGS, Twitter, 5/6/2020 6:32:32 PM, 226251


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NodeXL Twitter MedEd FOAMed FOAMrad MedTwitter import from TAGS Tuesday, 05 May 2020 at 19:35 UTC
NodeXL Twitter MedEd FOAMed FOAMrad MedTwitter import from TAGS Tuesday, 05 May 2020 at 19:35 UTC
From:
scotpublichealth
Uploaded on:
May 06, 2020
Short Description:
MedEd FOAMed FOAMrad MedTwitter import from TAGS via NodeXL https://bit.ly/2yyAgGk
@_joshcase
@mededbot
@drshahrul80
@appyjumpindaze
@drrobdavidson
@bazinga_boomer
@dissanaikemd
@ranaawdish
@londyloo
@thatgurlangie

Top hashtags:
#medtwitter
#covid19
#meded
#foamed

Description:
Description
The graph represents a network of 36,943 Twitter users whose recent tweets were included in a list (MedEd FOAMed FOAMrad MedTwitter import from TAGS) of 60352 tweet IDs, or who were replied to or mentioned in those tweets. 57457 out of 60352 tweets were collected. The network was obtained from Twitter on Tuesday, 05 May 2020 at 21:43 UTC.

The tweets in the network were tweeted over the 10-day, 7-hour, 21-minute period from Saturday, 25 April 2020 at 11:35 UTC to Tuesday, 05 May 2020 at 18:56 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 : 36943
Unique Edges : 81842
Edges With Duplicates : 29430
Total Edges : 111272
Self-Loops : 9264
Reciprocated Vertex Pair Ratio : 0.0677460901563937
Reciprocated Edge Ratio : 0.126895505927764
Connected Components : 1837
Single-Vertex Connected Components : 1218
Maximum Vertices in a Connected Component : 33760
Maximum Edges in a Connected Component : 107208
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.481646
Graph Density : 6.37831896308652E-05
Modularity : 0.576595
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 36,943 Twitter users whose recent tweets were included in a list (MedEd FOAMed FOAMrad MedTwitter import from TAGS) of 60352 tweet IDs, or who were replied to or mentioned in those tweets. 57457 out of 60352 tweets were collected. The network was obtained from Twitter on Tuesday, 05 May 2020 at 21:43 UTC.

The tweets in the network were tweeted over the 10-day, 7-hour, 21-minute period from Saturday, 25 April 2020 at 11:35 UTC to Tuesday, 05 May 2020 at 18:56 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 : MedEd FOAMed FOAMrad MedTwitter import from TAGS
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:
[115] https://jamanetwork.com/abusenotice
[95] https://www.forbes.com/sites/judystone/2020/04/27/spots-on-toes-and-rashes-join-weird-new-symptoms-of-coronavirus/
[71] https://emcrit.org/pulmcrit/wang-remdesivir/
[71] https://first10em.com/droplets-spread-more-than-2-meters-a-systematic-review/
[66] https://emcrit.org/emcrit/right-heart-sara-crager/
[45] https://www.statnews.com/2020/04/25/remembering-uptodate-creator-burton-bud-rose/
[43] https://rebelem.com/covid-19-awake-proning/
[39] https://goo.gl/e4q1kT
[37] https://rebelem.com/rebel-cast-ep80-a-new-war-plan-for-covid-19-with-richard-levitan/
[35] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02878-7

Top URLs in Tweet in G1:
[7] https://abdulazizalrabiah.blogspot.com/2020/04/em-cases-series-case-no12.html
[3] https://www.change.org/p/national-board-of-osteopathic-medical-examiners-nbome-get-nbme-and-nbome-to-update-usmle-step-1-and-comlex-pass-fail?recruiter=599894279&utm_source=share_petition&utm_medium=copylink&utm_campaign=share_petition
[2] https://twitter.com/asmaaelghazali/status/1256771293325586433
[2] https://twitter.com/PoliticusSarah/status/1253450176510992384
[2] https://www.telegraph.co.uk/news/2020/02/04/fake-doctor-tried-kill-family-feared-secret-would-exposed/
[2] https://twitter.com/admit_medics/status/1256123649452621824
[1] https://joshcase.dev/articles/reasons-doctors-and-medical-students-should-learn-to-code
[1] https://joshcase.dev/articles/how-to-create-and-launch-your-app
[1] https://joshcase.dev/articles/chapter-1-how-to-learn-to-code
[1] https://developer.twitter.com/en/apps

Top URLs in Tweet in G2:
[39] https://emcrit.org/emcrit/right-heart-sara-crager/
[23] http://www.emdocs.net/covid-19-oxygen-escalation-therapy-and-noninvasive-ventilation/
[22] https://sites.google.com/view/pivotmeded/home
[22] https://www.statnews.com/2020/04/25/remembering-uptodate-creator-burton-bud-rose/
[19] https://thinkingcriticalcare.com/2020/04/24/covid19-ventilator-strategies-a-foamed-webinar/
[18] https://medicalterminologyblog.com/exploring-medical-language-2/
[16] http://www.emdocs.net/lung-ultrasound-in-covid-19/
[16] https://first10em.com/droplets-spread-more-than-2-meters-a-systematic-review/
[15] https://www.aliem.com/crincubator-live/
[13] https://rebelem.com/covid-19-cardiovascular-considerations/

Top URLs in Tweet in G3:
[58] https://emcrit.org/pulmcrit/wang-remdesivir/
[52] https://first10em.com/droplets-spread-more-than-2-meters-a-systematic-review/
[37] https://rebelem.com/covid-19-awake-proning/
[32] https://jamanetwork.com/abusenotice
[28] http://thesgem.com/2020/04/sgem290-neurologist-led-stroke-teams-working-9-to-5/
[28] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02878-7
[25] https://www.healio.com/orthopedics/business-of-orthopedics/news/online
[23] https://www.stemlynsblog.org/nice-guidelines-vte/
[22] https://rebelem.com/rebel-cast-ep80-a-new-war-plan-for-covid-19-with-richard-levitan/
[22] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-02859-w

Top URLs in Tweet in G4:
[29] https://radiopaedia.org/cases/acute-grade-4-traumatic-cartilage-defect-of-lateral-femoral-condyle
[28] https://goo.gl/e4q1kT
[25] https://aspnr.org/case-of-the-week/case-of-the-week-april-29-2020/
[24] https://aspnr.org/case-of-the-month-april-2020/
[23] https://radiopaedia.org/cases/colovesical-fistula-1
[19] https://radiopaedia.org/cases/caecal-mass-causing-appendicitis
[18] https://radiopaedia.org/cases/dislocated-4th-and-5th-carpometacarpal-joints
[17] https://radiopaedia.org/articles/scalpel-sign-spinal-cord
[14] https://radiopaedia.org/cases/cystic-fibrosis-and-left-upper-lobe-collapse
[11] https://radiopaedia.org/courses/featured-video?lang=gb

Top URLs in Tweet in G5:
[28] https://www.nj.com/opinion/2020/04/we-hold-the-phone-and-we-cry.html
[14] http://doc2dubai.com
[6] https://twitter.com/aclu/status/1255864986435416065
[5] https://twitter.com/ACLU/status/1255864986435416065
[4] https://www.dpbolvw.net/click-100117969-12898971?url=https://www.springer.com/gp/book/9783030389086%3FcountryChanged%3Dtrue
[4] https://jhupbooks.press.jhu.edu/title/becoming-healer
[4] https://twitter.com/acweyand/status/1254269725355528192
[4] https://jamanetwork.com/abusenotice
[4] https://www.proteinsimple.com/simple-plex-applications-covid-19-research.html?utm_source=pharmatimes&utm_medium=twitter&utm_campaign=covid19
[4] https://www.tandfonline.com/doi/full/10.1080/09540261.2020.1744252?cookieSet=1

Top URLs in Tweet in G6:
[88] https://www.forbes.com/sites/judystone/2020/04/27/spots-on-toes-and-rashes-join-weird-new-symptoms-of-coronavirus/
[26] https://www.youtube.com/playlist?list=PL6DbJmB3fDQqrCsDC51bqqIUu4KFG8gT2

[23] https://gurumedical.blogspot.com/2020/04/9-home-remedies-to-lose-weight-instantly.html?m=1
[21] https://www.youtube.com/watch?v=HqZSGhF8P0Q&feature=youtu.be

[14] https://www.youtube.com/watch?v=KBskQ5KVyss

[7] https://www.youtube.com/watch?v=BiNv1vxGet8

[7] https://www.youtube.com/watch?v=G6Xy7lN4RSs&feature=youtu.be

[6] https://www.youtube.com/watch?v=l02JD1dyF1M

[6] https://gurumedical.blogspot.com/2020/05/what-can-pneumonia-cause.html#.XqyC-_SGOVs.twitter
[6] https://www.technologyreview.com/2020/04/26/1000602/covid-coronavirus-doctors-tiktok-youtube-misinformation-pandemic/

Top URLs in Tweet in G7:
[48] https://jamanetwork.com/abusenotice
[10] https://journals.lww.com/thehearingjournal/Fulltext/2020/04000/The_Importance_of_Music_Appreciation_for_CI_Users.12.aspx
[8] https://sketchbookmd.com/
[7] https://litfl.com/sketchbook-md-sars-cov-2-phenotypes/
[6] https://www.mja.com.au/journal/2020/212/9/general-practice-research-investment-improve-health-all-australians
[6] https://www.mja.com.au/journal/2020/212/10/necrotising-enterocolitis-caused-clostridium-perfringens-life-threatening
[6] https://www.mja.com.au/journal/2020/australias-national-covid-19-primary-care-response
[6] https://www.mja.com.au/journal/2020/covid-19-and-implications-thiopurine-use
[6] https://www.mja.com.au/journal/2020/strategic-framework-ease-community-wide-covid-19-suppression-measures
[6] https://insightplus.mja.com.au/2020/16/ethical-justice-needle-and-syringe-programs-in-australian-prisons/

Top URLs in Tweet in G8:
[10] https://medicine-revived.ck.page/0acc8f9b1b
[10] https://foamfinder.com/
[7] https://attendee.gotowebinar.com/register/1541612465650357259
[5] https://www.facebook.com/groups/nhsWeightLoss
[4] https://kidney360.asnjournals.org/content/early/2020/04/15/KID.0000272019
[3] https://www.statnews.com/2020/04/25/remembering-uptodate-creator-burton-bud-rose/
[3] https://www.nytimes.com/2020/04/27/nyregion/new-york-city-doctor-suicide-coronavirus.html
[3] https://www.acep.org/corona/COVID-19/covid-19-articles/acep-aaem-joint-statement-on-physician-misinformation/
[3] https://twitter.com/ericpaulimd/status/1255302294654025728
[3] https://www.mdedge.com/dermatology/article/221210/business-medicine/private-equity-salvation-or-death-sentence

Top URLs in Tweet in G9:
[8] https://brbmx.com/cmim/
[8] https://clinicalproblemsolving.com/learn-live/
[4] http://www.chuletasmedicas.com/vaginosis-diagnostico-diferencial/
[4] https://emcrit.org/emcrit/right-heart-sara-crager/
[3] https://clinicalproblemsolving.com/iphone-app/
[3] https://www.nodehealth.org
[2] https://sketchbookmd.com/
[2] https://twitter.com/runthelistpod/status/1257331413277380611
[2] https://www.instagram.com/frameworks.for.im/
[2] https://rebelem.com/rebel-cast-ep80-a-new-war-plan-for-covid-19-with-richard-levitan/

Top URLs in Tweet in G10:
[2] https://twitter.com/behrooz_hm/status/1254214595876552704
[2] https://twitter.com/nowthisnews/status/1256720876122357762
[1] https://twitter.com/LBCNews/status/1256654495179780097
[1] https://committeetoprotect.org/covid-19-letter/
[1] https://committeetoprotect.org/
[1] https://www.miamiherald.com/news/state/florida/article242369266.html
[1] https://thehealthcareblog.com/blog/2014/09/18/how-to-discourage-a-doctor/
[1] https://twitter.com/RetractionWatch/status/1254511644228685824
[1] https://www.nytimes.com/2020/04/27/nyregion/new-york-city-doctor-suicide-coronavirus.html
[1] https://theconversation.com/we-found-and-tested-47-old-drugs-that-might-treat-the-coronavirus-results-show-promising-leads-and-a-whole-new-way-to-fight-covid-19-136789?utm_medium=amptwitter&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[3082] twitter.com
[502] youtube.com
[246] radiopaedia.org
[244] rebelem.com
[208] biomedcentral.com
[182] lww.com
[167] co.uk
[153] emcrit.org
[140] emdocs.net
[133] jamanetwork.com

Top Domains in Tweet in G1:
[55] twitter.com
[7] blogspot.com
[3] joshcase.dev
[3] change.org
[2] youtube.com
[2] co.uk
[1] elsevier.com
[1] statnews.com
[1] nelsonmandelachildrenshospital.org
[1] obgproject.com

Top Domains in Tweet in G2:
[924] twitter.com
[115] youtube.com
[105] emdocs.net
[76] rebelem.com
[56] google.com
[55] biomedcentral.com
[54] mdjobsite.com
[53] emcrit.org
[52] lww.com
[51] goo.gl

Top Domains in Tweet in G3:
[327] twitter.com
[152] rebelem.com
[143] biomedcentral.com
[88] emcrit.org
[84] healio.com
[81] first10em.com
[71] orthospinenews.com
[69] stemlynsblog.org
[68] co.uk
[64] youtube.com

Top Domains in Tweet in G4:
[265] twitter.com
[213] radiopaedia.org
[49] aspnr.org
[33] goo.gl
[23] birpublications.org
[22] disq.us
[17] youtube.com
[14] statnews.com
[13] cmeoutfitters.com
[12] zoom.us

Top Domains in Tweet in G5:
[235] twitter.com
[28] nj.com
[18] youtube.com
[16] obgproject.com
[15] gomerblog.com
[15] spotify.com
[14] doc2dubai.com
[14] co.uk
[12] nytimes.com
[9] tandfonline.com

Top Domains in Tweet in G6:
[114] youtube.com
[88] forbes.com
[64] twitter.com
[29] blogspot.com
[10] medpagetoday.com
[6] technologyreview.com
[5] usmle-rx.com
[5] mjrheum.org
[4] ic-onc.org
[4] lww.com

Top Domains in Tweet in G7:
[107] com.au
[54] twitter.com
[51] jamanetwork.com
[33] lww.com
[29] blogspot.com
[17] instagram.com
[9] sketchbookmd.com
[8] youtube.com
[7] litfl.com
[7] goo.gl

Top Domains in Tweet in G8:
[274] twitter.com
[38] medmastery.com
[24] neurology.org
[23] youtube.com
[19] dailymedicaltrivia.com
[10] facebook.com
[10] ck.page
[10] foamfinder.com
[9] gotowebinar.com
[8] instagram.com

Top Domains in Tweet in G9:
[33] twitter.com
[25] clinicalproblemsolving.com
[8] brbmx.com
[5] emcrit.org
[4] chuletasmedicas.com
[4] squarespace.com
[3] atsjournals.org
[3] rebelem.com
[3] nodehealth.org
[2] sciencemag.org

Top Domains in Tweet in G10:
[38] twitter.com
[3] nytimes.com
[2] committeetoprotect.org
[2] apple.news
[1] miamiherald.com
[1] thehealthcareblog.com
[1] theconversation.com
[1] healio.com
[1] latimes.com
[1] eeoc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25839] medtwitter
[8812] covid19
[8656] meded
[5216] foamed
[1392] coronavirus
[1120] medstudenttwitter
[863] covid
[742] cardiotwitter
[735] ecg
[693] batflu



Top Hashtags in Tweet in G1:
[9007] medtwitter
[52] medstudenttwitter
[50] meded
[36] covid19
[16] oncosurgery
[14] foamed
[13] nooffence
[12] coronawarriors
[10] surgery
[10] blockedbygu

Top Hashtags in Tweet in G2:
[3425] medtwitter
[3276] meded
[1924] covid19
[1480] foamed
[474] cardiotwitter
[340] pocus
[309] foamcc
[270] cardioed
[243] medstudenttwitter
[243] covid

Top Hashtags in Tweet in G3:
[1617] medtwitter
[1316] foamed
[1165] covid19
[845] meded
[587] orthotwitter
[358] orthonews
[188] covid19foam
[167] foamcc
[156] openaccess
[139] medstudenttwitter

Top Hashtags in Tweet in G4:
[987] medtwitter
[511] meded
[484] foamrad
[471] foamed
[455] covid19
[224] radres
[133] radiology
[118] neurorad
[101] gitwitter
[99] ibd

Top Hashtags in Tweet in G5:
[1255] medtwitter
[555] covid19
[313] meded
[95] foamed
[92] covid
[64] hcsm
[64] covidー19
[58] mentalhealth
[48] medstudenttwitter
[47] nurse

Top Hashtags in Tweet in G6:
[495] medtwitter
[364] histology
[163] meded
[151] skin
[146] pathology
[112] covid19
[100] coronavirus
[97] dermtwitter
[88] rashes
[81] neuropathchallenge

Top Hashtags in Tweet in G7:
[570] medtwitter
[429] covid19
[333] meded
[216] medstudenttwitter
[196] foamed
[167] openaccess
[95] epeeps
[87] covid
[83] foamems
[76] cardiotwitter

Top Hashtags in Tweet in G8:
[1387] medtwitter
[193] covid19
[188] meded
[131] foamed
[81] medstudenttwitter
[78] medical
[67] doctors
[65] healthcare
[61] nursetwitter
[55] coronavirus

Top Hashtags in Tweet in G9:
[870] medtwitter
[637] meded
[596] foamed
[249] usmle
[134] covid19
[106] foamped
[91] ecg
[81] cardioed
[48] medstudenttwitter
[43] foaned

Top Hashtags in Tweet in G10:
[845] medtwitter
[91] covid19
[63] drericksoncovid19briefing
[21] meded
[18] covidー19
[13] doctors
[13] obesity
[12] nurses
[11] medstudenttwitter
[9] usmle

Top Words
Top Words in Tweet in Entire Graph:
[54705] Words in Sentiment List#1: Positive
[31994] Words in Sentiment List#2: Negative
[287] Words in Sentiment List#3: Angry/Violent
[1631721] Non-categorized Words
[1718432] Total Words
[40232] #medtwitter
[20453] #meded
[12114] #covid19
[10778] #foamed
[9116] medical

Top Words in Tweet in G1:
[9401] #medtwitter
[8583] ai
[4932] profile
[4860] medical
[4554] josh's
[4098] #medstudenttwitter
[4091] #meded
[4052] doctor
[4047] code
[4046] hey

Top Words in Tweet in G2:
[6225] #medtwitter
[6113] #meded
[2949] #foamed
[2614] #covid19
[1509] covid
[1185] s
[1103] 1
[979] out
[933] more
[924] medical

Top Words in Tweet in G3:
[3008] #foamed
[2682] #medtwitter
[1703] #covid19
[1701] #meded
[991] covid
[797] #orthotwitter
[796] 19
[629] #foamcc
[556] s
[504] out

Top Words in Tweet in G4:
[1978] #medtwitter
[1229] #meded
[1100] #foamrad
[986] #foamed
[722] #covid19
[513] #radres
[440] answer
[365] more
[365] case
[359] #radiology

Top Words in Tweet in G5:
[2726] #medtwitter
[741] #covid19
[525] #meded
[501] out
[353] medicine
[303] s
[292] 1
[249] see
[235] want
[217] care

Top Words in Tweet in G6:
[897] #medtwitter
[889] #meded
[581] #pathology
[540] #dermatology
[478] #dermpath
[440] #pathart
[423] #histology
[410] one
[398] skin
[383] hair

Top Words in Tweet in G7:
[1274] #medtwitter
[856] #meded
[565] #foamed
[531] #covid19
[403] #medstudenttwitter
[334] covid
[334] venous
[330] video
[301] central
[290] clinical

Top Words in Tweet in G8:
[1395] #medtwitter
[197] #meded
[193] #covid19
[137] #foamed
[131] medical
[122] s
[101] out
[100] covid
[98] more
[94] t

Top Words in Tweet in G9:
[1472] #medtwitter
[774] metronidazole
[751] #meded
[702] #foamed
[528] 1
[417] #tweetorial
[412] answer
[394] wonder
[392] 15
[390] bacteria

Top Words in Tweet in G10:
[1272] #medtwitter
[620] erickson
[573] data
[501] fox
[501] real
[447] massihi
[445] up
[381] science
[377] think
[331] presented

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4566] josh's,ai
[4550] hey,#medtwitter
[4430] #medstudenttwitter,#meded
[4256] medical,specialty
[4253] dm,#medstudenttwitter
[4252] guess,medical
[4252] learn,code
[4251] #medtwitter,written
[4251] written,ai
[4251] ai,bot

Top Word Pairs in Tweet in G1:
[4554] josh's,ai
[4041] hey,#medtwitter
[4024] medical,specialty
[4024] #medstudenttwitter,#meded
[4023] #medtwitter,written
[4023] written,ai
[4023] ai,bot
[4023] bot,look
[4023] look,profile
[4023] profile,guess

Top Word Pairs in Tweet in G2:
[773] #meded,#medtwitter
[634] covid,19
[487] #foamed,#foamcc
[431] check,out
[367] #foamed,#meded
[360] during,covid
[347] #medtwitter,#medstudenttwitter
[322] #medtwitter,#meded
[302] eugene,gu
[298] teamed,up

Top Word Pairs in Tweet in G3:
[713] covid,19
[570] #orthotwitter,#medtwitter
[446] #medtwitter,#orthonews
[425] #foamed,#foamcc
[260] #foamed,#covid19
[171] #covid19,#covid19foam
[169] check,out
[165] #meded,#medtwitter
[155] #medtwitter,#orthotwitter
[143] sars,cov

Top Word Pairs in Tweet in G4:
[466] #foamrad,#foamed
[246] answer,#foamrad
[223] #foamed,#foamrad
[161] #meded,#medtwitter
[140] covid,19
[117] featured,video
[116] cancer,screenings
[98] med,student
[97] check,out
[92] #covid19,pandemic

Top Word Pairs in Tweet in G5:
[193] #covid19,#medtwitter
[183] visual,representation
[183] representation,authority
[183] authority,gradient
[183] gradient,medicine
[183] medicine,calling
[183] calling,out
[183] out,dangerous
[183] dangerous,behavior
[183] behavior,out

Top Word Pairs in Tweet in G6:
[381] hair,follicle
[381] #pathart,#dermpath
[370] #dermpath,#dermatology
[361] #dermatology,#meded
[360] one,mitotically
[360] mitotically,active
[360] active,parts
[360] parts,body
[360] body,hair
[360] follicle,waterfall

Top Word Pairs in Tweet in G7:
[301] central,venous
[271] #medtwitter,#medstudenttwitter
[258] covid,19
[211] #foam,#foamed
[204] #meded,#medtwitter
[189] #foamed,#meded
[187] #covidー19,#sarscov2
[185] #coronavirus,#covidー19
[184] #sarscov2,#foam
[150] video,clinical

Top Word Pairs in Tweet in G8:
[55] covid,19
[47] #medtwitter,#medstudenttwitter
[45] #covid19,#medtwitter
[34] don,t
[34] #medtwitter,#nursetwitter
[34] #foamed,#meded
[33] #medtwitter,#medical
[32] #doctors,#medtwitter
[30] #neurology,#doctors
[30] watch,rest

Top Word Pairs in Tweet in G9:
[548] #meded,#foamed
[392] #tweetorial,#medtwitter
[390] 1,15
[387] 15,wonder
[387] wonder,metronidazole
[387] metronidazole,flagyl
[387] flagyl,treats
[387] treats,both
[387] both,bacteria
[387] bacteria,parasites

Top Word Pairs in Tweet in G10:
[262] artin,massihi
[250] here,go
[250] go,#medtwitter
[250] #medtwitter,docs
[250] docs,dan
[250] dan,erickson
[250] erickson,artin
[250] massihi,bakersfield
[250] bakersfield,appearing
[250] appearing,fox

Top Replied-To
Top Replied-To in Entire Graph:
@jasonryanmd
@meded_journal
@jjcolemanmd
@tnicholsmd
@clinicalteacher
@evankirstel
@karenerrichetti
@wimchatsunday
@dglaucomflecken
@londyloo

Top Replied-To in G1:
@bosta17_
@itchymissy
@vancbromycin
@blackgirlmed
@drtobiasfunky
@mpho_bubbly
@malebo_rem
@skwaaaat
@choco_lover95

Top Replied-To in G2:
@jasonryanmd
@tnicholsmd
@wimchatsunday
@meded_journal
@londyloo
@harvardmacy
@nbmenow
@karenerrichetti
@futuredocs
@somedocs

Top Replied-To in G3:
@meded_journal
@pulmcrit
@clinicalteacher
@epicclearning
@dudesinterview
@apsmunro
@tiledpharmd
@orthopodreg
@schellongowski
@jamesashcroftmd

Top Replied-To in G4:
@lizzieabymd
@bilalmohammadmd
@stevenbollipo
@umamahadevanibd
@scopingsundays
@davidgsmithphd
@jennamkahn
@ellyhowse
@chungk1031
@sarahordway

Top Replied-To in G5:
@jjcolemanmd
@trilingual_med
@kenjaques
@cascellaclair
@rajanisurendarb
@hfhintmedres
@covid19docs
@drgolfshirt
@vtiredmedstud
@tracey1milligan

Top Replied-To in G6:
@dglaucomflecken
@brjdermatol
@misharosenbach
@lindyfox1
@donkarchermd
@j_thepa
@harkerdavid
@shailinthomas
@kmirza
@haileswinwin

Top Replied-To in G7:
@nejm
@ur_med
@cameronsloy
@gunjangandhiuf
@tjqpni
@dodellmd
@rymanns
@doctorgeorge15
@gownsfordoctors
@youramsarural

Top Replied-To in G8:
@shan_naved

Top Replied-To in G9:
@nejm
@sciencemagazine
@who
@a15_khaled
@dxrxedu
@cpsolvers
@otorhinosaurus
@miamipd
@gregdore2
@karenerrichetti

Top Replied-To in G10:
@surgeon_general
@chrissyfarr
@vinodsethmd
@ebrsonline
@jilevin
@prometricglobal
@marvindmartian2
@meatpoultry
@placebo90511492
@franzpoppz

Top Mentioned
Top Mentioned in Entire Graph:
@news_pandemic
@medpedshosp
@grepmeded
@nejm
@meded_journal
@pulmcrit
@srrezaie
@theusmle
@emswami
@ingrahamangle

Top Mentioned in G1:
@_farzi_doc_
@tweetsoffaishal
@dr_koganti100
@abous_k
@thewittydoctor_
@twitter
@jcvim
@medsupplydrive
@your_levodopa
@ca_stinnett

Top Mentioned in G2:
@medpedshosp
@grepmeded
@theusmle
@cianmcdermott
@choo_ek
@meded_journal
@purviparwani
@iamritu
@tchanmd
@mmamas1973

Top Mentioned in G3:
@pulmcrit
@emswami
@srrezaie
@isicem
@precordialthump
@jlvincen
@stemlyns
@iwashyna
@dogicuma
@cameronks

Top Mentioned in G4:
@radiopaedia
@dcharabaty
@mondaynightibd
@umamahadevanibd
@theasnr
@nytimes
@mregueiromd
@tmprowell
@v2019n
@statnews

Top Mentioned in G5:
@henryfordnews
@cdcgov
@sccm
@us_fda
@thedailyshow
@girlscouts
@ameracadpeds
@thehill
@pedcritcaremed
@brianbarnettmd

Top Mentioned in G6:
@drramongrimalt
@germhuntermd
@forbes
@youtube
@dglaucomflecken
@harvardmed
@roxanadaneshjou
@hopkinsmedicine
@drsteventchen
@massgeneralnews

Top Mentioned in G7:
@nejm
@soeducsa
@asofamech
@tomjford
@colinberrymd
@mja_editor
@eplabdigest
@skyekinder
@acrheum
@themja

Top Mentioned in G8:
@pulsemedic
@gds_medicina
@nobisrehab
@biostatstars

Top Mentioned in G9:
@rabihmgeha
@cpsolvers
@dxrxedu
@uabimres
@emmahlevine
@jackpenner
@emorymedicine
@cg_coleman
@ryokohamaguchi
@atsscholar

Top Mentioned in G10:
@ingrahamangle
@vp
@realdonaldtrump
@rainbownhsbadge
@alexwitt
@potus
@admit_medics
@drrobdavidson
@nygovcuomo
@un

Top Tweeters
Top Tweeters in Entire Graph:
@vzwsupport
@sectest9
@jurylady5
@cowboyscifibot
@solutioneer72
@joefreedomlove
@leratomannya
@threadreaderapp
@rjber15
@chidambara09

Top Tweeters in G1:
@leratomannya
@_siya101
@taahir98
@aoo60
@jeewwells
@forevershakes
@wavehit
@cci_network
@newyorktaughtme
@starcur1

Top Tweeters in G2:
@threadreaderapp
@mccarrenbill
@gambiste1
@trunfim
@lizditz
@ketaminh
@femtech_
@ronaldclarke
@nembotavy_0101
@mstepczyk

Top Tweeters in G3:
@wildwalkerwoman
@scott1984fp
@kirikami
@melissajpeltier
@shipa123
@telegraph
@roxann_minerals
@callmemonow
@caring_mobile
@melissasweetdr

Top Tweeters in G4:
@politicalbee
@rosenchild
@katcapps
@sueleugers
@huffpost
@yayayarndiva
@fwdcrocblu
@nytimes
@nadiaalhrbi_
@laura78703

Top Tweeters in G5:
@vzwsupport
@twitlertwit
@thehill
@bistycsross
@tadrow
@frecklesxx20
@jjj5819
@kellyrek
@mjohnso27
@tiniskwerl

Top Tweeters in G6:
@tighnacoille
@rousseauagnes
@redboybroken
@rockyintx
@frostbite___
@scopedbylarry
@jborrego
@labeautyologist
@jinxy_minxy
@glasgow_watch

Top Tweeters in G7:
@sectest9
@kimvie
@ladyguyton_
@noadanioz
@myglobalpac
@devalara44
@rhm1947
@kirkmurphy
@paulwiggins
@websecurityit

Top Tweeters in G8:
@nsilent2312
@ukfreenews
@ariesmorrison
@vegypower
@michellehillie7
@tgshepherdvan
@drandall
@douglascp
@m__belly
@jrwstormy

Top Tweeters in G9:
@franceafrik
@uchmoni
@lugwaja
@dralexconcorde
@vicentelozadab
@openmarketingtv
@purada0412
@boroflay
@syarifahfatin_
@occupydisabled

Top Tweeters in G10:
@jurylady5
@jilevin
@dismisstrump
@mwhalan
@jot_au
@wolfie_rankin
@gryking
@tinyboo49
@safimaasai
@cnbsnana