meded, Twitter, 7/5/2021 7:55:12 AM, 258322


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meded_2021-07-04_22-20-48.xlsx
meded_2021-07-04_22-20-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 05, 2021
Short Description:
meded via NodeXL https://bit.ly/2Uqu3qE
@medstudent_bot
@mededbot
@drkeithsiau
@telehealthbot
@drmiketodorovic
@manualomedicine
@harvardmacy
@nephrop
@m
@ehlisunnetyolu_

Top hashtags:
#meded
#medtwitter
#foamed
#gitwitter
#cardiotwitter
#pocus
#usmle
#covid19

Description:
Description
The graph represents a network of 5,208 Twitter users whose tweets in the requested range contained "meded", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 July 2021 at 05:34 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 21-hour, 40-minute period from Wednesday, 30 June 2021 at 13:30 UTC to Sunday, 04 July 2021 at 11:11 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 : 5208
Unique Edges : 4310
Edges With Duplicates : 14858
Total Edges : 19168
Number of Edge Types : 5
Retweet : 5073
Tweet : 1359
MentionsInRetweet : 7552
Replies to : 860
Mentions : 4324
Self-Loops : 1446
Reciprocated Vertex Pair Ratio : 0.0483285338675347
Reciprocated Edge Ratio : 0.0922011226561567
Connected Components : 312
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 4290
Maximum Edges in a Connected Component : 15635
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.637476
Graph Density : 0.000308761070483813
Modularity : 0.376593
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,208 Twitter users whose tweets in the requested range contained "meded", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 July 2021 at 05:34 UTC.

The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 21-hour, 40-minute period from Wednesday, 30 June 2021 at 13:30 UTC to Sunday, 04 July 2021 at 11:11 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 : 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[392] https://www.medpub.app/
[183] https://www.nejm.org/doi/10.1056/NEJMcp1113996?cookieSet=1
[108] https://manualofmedicine.com/topics/endocrinology/diabetic-ketoacidosis-dka-algorithm/
[12] https://www.simzine.it/
[12] https://aspnr.org/case-of-the-month-june-2021/
[9] https://orthohub.xyz/examination-of-the-ulnar-nerve-with-tom-quick/
[9] https://liverfellow.org/post/top-10-clinical-tips/
[8] https://www.sciencedaily.com/releases/2021/06/210630135033.htm
[8] https://www.mdpi.com/2072-6643/13/3/868
[8] https://www.mdpi.com/2072-6643/13/3/952

Top URLs in Tweet in G1:
[48] https://www.medpub.app/
[6] https://wikism.org/Lever_Sign_Test
[4] https://harvardmacy.org/index.php/hmi/medical-trainee-assessment
[4] Media
[4] https://ohtwist.com/resources/
[3] https://www.blog.intedashboard.com/case-study/chsu-com-2021?utm_campaign=Social
[3] Updates&utm_content=171180457&utm_medium=social&utm_source=twitter&hss_channel=tw-3955458734
[3] https://garnessociety.org/travel-scholarship/
[3] https://www.cureus.com/articles/60098-a-standardized-evaluation-method-for-assessing-patients-with-genital-dyschromia
[3] https://guides.lib.wayne.edu/choosingajournal/meded

Top URLs in Tweet in G2:
[174] https://www.nejm.org/doi/10.1056/NEJMcp1113996?cookieSet=1
[5] https://www.youtube.com/watch?v=vJ2bGWyKdWw&feature=youtu.be

[5] https://manualofmedicine.com/topics/endocrinology/diabetic-ketoacidosis-dka-algorithm/
[4] https://www.youtube.com/watch?v=jTN1AAQgFtg&feature=youtu.be

[3] https://www.sciencedirect.com/science/article/abs/pii/S1357303917301500
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900136-7%2Ffulltext%3Frss%3Dyes&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.gastrojournal.org%2Farticle%2FS0016-5085%2819%2930372-5%2Ffulltext&rc=0
[2] https://twitter.com/scopingsundays/status/1411302964522897408
[2] https://drawittoknowit.com/course/embryology/glossary/developmental-process/neurulation
[1] https://qxmd.com/r/34140324

Top URLs in Tweet in G3:
[59] https://www.medpub.app/
[6] https://www2.pedsedation.org/sections/meetings/2021virtual/guide/
[4] https://liverfellow.org/post/top-10-clinical-tips/
[3] https://www.cureus.com/articles/63121-bells-palsy-after-24-hours-of-mrna-1273-sars-cov-2-vaccine
[3] https://www.cureus.com/articles/61324-bilateral-internal-carotid-artery-occlusion-an-unusual-clinical-entity-in-a-young-adult
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=60174130-dab3-11eb-b59d-4b3b96b07911&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0zMC9pbmZsYXRpb24tZWF0cy1hdC1zdXJnaW5nLXUtcy13YWdlcy13aXRoLWJpZGVuLWFnZW5kYS1hdC1zdGFrZQ==
[3] https://www.beckersasc.com/asc-transactions-and-valuation-issues/70-of-physicians-are-now-employed-by-hospitals-or-corporations.html
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=e6ff7ad0-dbd2-11eb-81bb-37c16acd1fbd&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0xNi9ob3NwaXRhbC1tZXJnZXJzLW1ha2UtdS1zLWhlYWx0aC1jYXJlLWV2ZW4tbW9yZS1leHBlbnNpdmU=
[3] https://twitter.com/fr_hossain/status/1329187646401175552?s=21
[3] https://twitter.com/fr_hossain/status/987046854071332864

Top URLs in Tweet in G4:
[200] https://www.medpub.app/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221922/pdf/fp-38-4-168.pdf
[2] https://aroramedicaleducation.co.uk/how-your-mindset-can-influence-your-clinic-in-gp-training/
[2] https://medicalxpress.com/news/2021-06-covid-loss-brain-tissue.html
[2] https://medicalxpress.com/news/2021-06-breast-cancer-response-tumor-stiffness.html
[2] https://medicalxpress.com/news/2021-07-brain-circuit-spirituality.html
[2] https://www.middleeastmedicalportal.com/webinars/update-management-of-acute-coronary-syndromes-1-cme-point/
[2] https://twitter.com/jan_choutka/status/1411355611485331457
[2] https://twitter.com/gp_sexualhealth/status/1410363185752907782
[2] https://twitter.com/blondemedSJW/status/1410365757578428416

Top URLs in Tweet in G5:
[99] https://manualofmedicine.com/topics/endocrinology/diabetic-ketoacidosis-dka-algorithm/
[6] https://www.medpub.app/
[3] https://www.nejm.org/doi/10.1056/NEJMcp1113996?cookieSet=1
[2] https://manualofmedicine.com/topics/pharmacology/cardiac-glycosides/
[1] https://www.thedermconsult.org/episodes/episode-5
[1] https://twitter.com/drsteventchen/status/1410224158756290563
[1] https://manualofmedicine.com/topics/emergency-acute-medicine/preventing-ventilator-associated-pneumonia/
[1] https://manualofmedicine.com/spot-diagnosis/erythematous-concentric-raised-serpiginous-skin-lesions/
[1] https://twitter.com/meganranney/status/1409713414734155778
[1] https://twitter.com/inglisjosh/status/1399712653333852161

Top URLs in Tweet in G6:
[3] https://iem-student.org/tv/
[2] https://twitter.com/NephroP/status/1410724290224267265
[2] https://osler.app.link/hF2xb5jyyhb
[2] https://twitter.com/drmiketodorovic/status/1410506622007349249
[1] https://iem-student.org/chronic-obstructive-pulmonary-disease-copd/
[1] https://soundcloud.com/iem-student/copd-ramin-tabatabai-david-hoffman-and-tiffany-abramson
[1] https://m.youtube.com/watch?v=9eqLykxM0iE&feature=youtu.be

[1] https://iem-student.org/pneumonia/
[1] https://m.youtube.com/watch?v=5Tyny-ll7y4&feature=youtu.be

[1] https://iem-student.org/acute-psychosis-in-the-emergency-department/

Top URLs in Tweet in G7:
[6] https://teckro.com/podcast-andrea-parish-site-engagement?utm_content=171047736&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[5] https://teckro.com/podcast-women-in-leadership?utm_campaign=Awe&utm_content=170060897&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[5] https://teckro.com/podcast-women-in-leadership?utm_campaign=International%20Women%27s%20Day%202021&utm_content=171778653&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[5] https://teckro.com/news-and-events/addressing-clinical-trial-accessibility?utm_campaign=Awe&utm_content=170947452&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[5] https://teckro.com/news-and-events/mega-trials-vs-personalized-medicines?utm_campaign=Awe&utm_content=171047858&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[4] https://www.womeninmedicinesummit.org/blog1/using-the-professional-curriculum-vitae-to-tackle-pandemic-related-inequities
[4] https://teckro.com/podcast-women-in-leadership?utm_campaign=Awe&utm_content=171047466&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[4] https://teckro.com/podcast-women-in-leadership?utm_campaign=International%20Women%27s%20Day%202021&utm_content=170946994&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[4] https://teckro.com/news-and-events/digital-engagement-platform-fire-for-clinical-trials?utm_campaign=Awe&utm_content=171047455&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[4] https://teckro.com/podcast-andrea-parish-site-engagement?utm_campaign=Awe&utm_content=171046979&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947

Top URLs in Tweet in G8:
[1] https://www.nejm.org/doi/10.1056/NEJMcp1113996?cookieSet=1
[1] https://teachmepaediatrics.com/ent/throat/laryngomalacia/

Top URLs in Tweet in G9:
[7] https://event.arraylive.com/activity_files/60d4c615961e2/splash_1.html
[5] https://www.cmeoutfitters.com/transfers/cm/?ID=46837
[3] https://www.grepmed.com/?q=ekg+interpretation
[2] https://twitter.com/JAMANetworkOpen/status/1411082255263571972
[2] http://cmeo.me/TV124CG
[2] https://www.aan.com/education-and-research/online-learning-programs/neurology-question-of-the-day/?utm_source=twitter&utm_medium=organic
[2] social
[2] https://docs.google.com/presentation/d/1GQju_NpKoqsUVVAmDYrmVrnhCCmCGIN6Lrc97X2upGM/edit#slide=id.p
[1] https://twitter.com/emily_fri/status/1410391100095934464
[1] https://mailchi.mp/5406b9b52867/hypercalcemia-get-ready-from-some-calci-fun

Top URLs in Tweet in G10:
[38] https://www.medpub.app/
[7] https://www.nejm.org/doi/full/10.1056/NEJMicm2029179?cookieSet=1
[6] https://www.sciencedaily.com/releases/2021/06/210630135033.htm
[6] https://www.mdpi.com/2072-6643/13/3/868
[5] https://www.theguardian.com/science/2021/jul/01/covid-perfect-storm-as-more-patients-hit-by-fungal-infections
[5] https://www.sciencedirect.com/science/article/pii/S2667102621000176
[5] https://www.pennmedicine.org/for-health-care-professionals/for-physicians/physician-education-and-resources/physician-interviews/2020/august/sanghavi-interview
[4] https://www.linkedin.com/posts/r-r-baliga-md-mba-frcp-edin-facp-facc-445301_cardiology-oncology-cancertreatment-activity-6817298594736013312-plxr
[4] https://www.mdpi.com/2072-6643/13/3/952
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7198407/

Top Domains
Top Domains in Tweet in Entire Graph:
[392] medpub.app
[371] twitter.com
[194] nejm.org
[169] teckro.com
[112] manualofmedicine.com
[107] medicalxpress.com
[73] youtube.com
[37] healio.com
[33] nih.gov
[28] onclive.com

Top Domains in Tweet in G1:
[84] twitter.com
[48] medpub.app
[15] obgproject.com
[14] lww.com
[12] youtube.com
[12] ohtwist.com
[8] co.uk
[7] harvardmacy.org
[7] cureus.com
[6] wikism.org

Top Domains in Tweet in G2:
[174] nejm.org
[10] youtube.com
[5] elsevierhealth.com
[5] manualofmedicine.com
[4] twitter.com
[4] drawittoknowit.com
[3] sciencedirect.com
[2] lww.com
[1] qxmd.com
[1] iddforum.com

Top Domains in Tweet in G3:
[63] twitter.com
[59] medpub.app
[13] cureus.com
[11] youtube.com
[8] pedsedation.org
[7] healio.com
[7] liverfellow.org
[6] medics.academy
[6] bloomberg.com
[6] usmle-rx.com

Top Domains in Tweet in G4:
[200] medpub.app
[66] medicalxpress.com
[32] twitter.com
[28] onclive.com
[16] youtube.com
[14] healio.com
[14] careerarc.com
[9] co.uk
[8] com.au
[8] neurologylive.com

Top Domains in Tweet in G5:
[103] manualofmedicine.com
[9] twitter.com
[6] medpub.app
[3] pulmonologyadvisor.com
[3] nejm.org
[2] pulmonaryfibrosisnews.com
[1] thedermconsult.org
[1] pulmonaryhypertensionnews.com
[1] jacc.org
[1] nephsim.com

Top Domains in Tweet in G6:
[6] iem-student.org
[6] app.link
[4] twitter.com
[2] soundcloud.com
[2] youtube.com
[2] jacc.org
[1] ipssglobal.org

Top Domains in Tweet in G7:
[166] teckro.com
[10] twitter.com
[4] womeninmedicinesummit.org
[4] vimeo.com
[3] allenpress.com
[2] linkedin.com
[2] acrm.org
[1] nyacp.org
[1] dropbox.com
[1] nejm.org

Top Domains in Tweet in G8:
[1] nejm.org
[1] teachmepaediatrics.com

Top Domains in Tweet in G9:
[10] twitter.com
[7] arraylive.com
[5] cmeoutfitters.com
[4] grepmed.com
[2] cmeo.me
[2] pscp.tv
[2] aan.com
[2] google.com
[1] mailchi.mp
[1] gold-foundation.org

Top Domains in Tweet in G10:
[38] medpub.app
[37] twitter.com
[15] nih.gov
[12] mdpi.com
[10] medicalxpress.com
[9] healio.com
[8] nejm.org
[6] sciencedaily.com
[6] sciencedirect.com
[6] pennmedicine.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3590] meded
[1344] medtwitter
[402] foamed
[300] gitwitter
[174] cardiotwitter
[152] pocus
[139] usmle
[131] covid19
[110] oncology
[108] epidemiology



Top Hashtags in Tweet in G1:
[501] meded
[157] medtwitter
[51] foamed
[43] asme2021
[25] orthotwitter
[24] eds
[21] hmiassessment
[20] hmieducators
[18] brighambei
[17] neurorad

Top Hashtags in Tweet in G2:
[433] meded
[268] gitwitter
[24] medtwitter
[17] gimnemonics
[13] foamed
[10] livertwitter
[8] usmle
[6] endoscopy
[5] ergonomics
[5] gifellows

Top Hashtags in Tweet in G3:
[402] meded
[142] medtwitter
[42] foamed
[26] covid19
[19] pedsicu
[19] ophthalmology
[17] review
[17] usmle
[16] health
[14] corpgov

Top Hashtags in Tweet in G4:
[554] meded
[350] medtwitter
[88] epidemiology
[66] oncology
[38] usmle
[37] doctor
[36] medicine
[35] medstudents
[32] nmbe
[29] neurology

Top Hashtags in Tweet in G5:
[217] meded
[194] medtwitter
[172] foamed
[61] tweetorial
[60] usmle
[30] pulmonary
[26] respiratory
[26] chronicrespiratoryfailure
[21] copd
[16] dermatology

Top Hashtags in Tweet in G6:
[186] meded
[115] pocus
[84] impocus
[70] medtwitter
[61] cardiotwitter
[17] foamed
[16] echofirst
[16] emergencymedicine
[13] medicalstudents
[10] vexus

Top Hashtags in Tweet in G7:
[145] meded
[103] clinicaltrials
[90] teckrotheanswer
[88] medtech
[88] pharma
[86] mhealth
[74] clinicaltrial
[73] ai
[73] biotech
[57] protocol

Top Hashtags in Tweet in G8:
[31] meded
[8] medtwitter
[7] foamed
[4] neurotwitter
[2] pocus
[2] impocus
[2] gitwitter
[1] neuroscience
[1] clinical
[1] chemistry

Top Hashtags in Tweet in G9:
[73] meded
[10] obesity
[9] medtwitter
[9] neurotwitter
[7] foamed
[7] improud
[7] neurology
[6] july1st
[5] rheumfellows
[5] rheumies

Top Hashtags in Tweet in G10:
[145] meded
[76] cardiotwitter
[57] covid19
[45] notisalud
[44] medtwitter
[38] colombia
[36] ecuador
[36] peru
[36] bolivia
[34] cardioed

Top Words
Top Words in Tweet in Entire Graph:
[3591] #meded
[1347] #medtwitter
[869] more
[783] medical
[521] news
[411] drkeithsiau
[402] #foamed
[398] meded_i
[342] july
[307] study

Top Words in Tweet in G1:
[501] #meded
[159] medical
[157] #medtwitter
[136] more
[83] news
[62] week
[55] july
[51] very
[51] #foamed
[50] one

Top Words in Tweet in G2:
[433] #meded
[379] drkeithsiau
[268] #gitwitter
[195] causes
[174] vitamin
[174] b12
[174] deficiency
[174] consequences
[124] rigler's
[89] management

Top Words in Tweet in G3:
[402] #meded
[142] #medtwitter
[124] medical
[124] more
[87] news
[57] great
[47] clinical
[46] first
[43] dr
[42] #foamed

Top Words in Tweet in G4:
[555] #meded
[353] #medtwitter
[246] medical
[242] more
[221] news
[88] #epidemiology
[75] july
[73] next
[73] day
[66] #oncology

Top Words in Tweet in G5:
[217] #meded
[194] #medtwitter
[179] manualomedicine
[172] #foamed
[109] more
[103] read
[99] diabetic
[99] ketoacidosis
[99] dka
[99] algorithm

Top Words in Tweet in G6:
[186] #meded
[115] #pocus
[100] nephrop
[84] #impocus
[70] #medtwitter
[68] tail
[67] fox
[67] sign
[67] adnanalkhouli
[61] #cardiotwitter

Top Words in Tweet in G7:
[189] teckroofficial
[145] #meded
[103] #clinicaltrials
[98] clinical
[90] #teckrotheanswer
[88] #medtech
[88] #pharma
[86] #mhealth
[74] #clinicaltrial
[73] #ai

Top Words in Tweet in G8:
[183] drmiketodorovic
[165] head
[153] around
[151] very
[151] early
[151] study
[151] couldn
[151] wrap
[151] during
[151] diastole

Top Words in Tweet in G9:
[73] #meded
[45] day
[35] first
[28] dr
[28] july
[27] 1st
[22] ccf_imchiefs
[22] year
[21] meded
[19] one

Top Words in Tweet in G10:
[145] #meded
[76] #cardiotwitter
[64] medical
[63] more
[58] patients
[58] news
[57] #covid19
[54] _sivasai
[51] primary_immune
[45] #notisalud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[584] #medtwitter,#meded
[485] more,medical
[481] medical,news
[417] #meded,#medtwitter
[280] #meded,#gitwitter
[183] vitamin,b12
[183] b12,deficiency
[183] deficiency,causes
[183] causes,consequences
[183] consequences,#meded

Top Word Pairs in Tweet in G1:
[79] more,medical
[77] medical,news
[66] #meded,#medtwitter
[36] #medtwitter,#meded
[34] #meded,#foamed
[27] social,media
[25] excited,announce
[25] announce,recruiting
[25] recruiting,very
[25] very,important

Top Word Pairs in Tweet in G2:
[256] #meded,#gitwitter
[174] vitamin,b12
[174] b12,deficiency
[174] deficiency,causes
[174] causes,consequences
[174] consequences,#meded
[173] drkeithsiau,vitamin
[84] management,pancreatic
[84] pancreatic,exocrine
[84] exocrine,insufficiency

Top Word Pairs in Tweet in G3:
[86] more,medical
[84] medical,news
[83] #medtwitter,#meded
[33] #meded,#foamed
[29] #meded,#medtwitter
[19] covid,19
[15] news,#ophthalmology
[15] great,#review
[15] #review,#covid19
[15] #covid19,neurological

Top Word Pairs in Tweet in G4:
[218] more,medical
[218] medical,news
[209] #medtwitter,#meded
[88] news,#epidemiology
[81] #epidemiology,#medtwitter
[67] #meded,#medtwitter
[66] news,#oncology
[63] #oncology,#medtwitter
[45] july,1st
[41] 1st,big

Top Word Pairs in Tweet in G5:
[111] #meded,#medtwitter
[101] read,more
[101] more,#meded
[100] #medtwitter,#foamed
[99] diabetic,ketoacidosis
[99] ketoacidosis,dka
[99] dka,algorithm
[99] algorithm,read
[98] manualomedicine,diabetic
[98] #foamed,#medicin

Top Word Pairs in Tweet in G6:
[81] #pocus,#impocus
[81] #impocus,#meded
[67] fox,tail
[67] tail,sign
[67] sign,#pocus
[66] nephrop,fox
[55] #medtwitter,#meded
[54] future,fist
[54] fist,use
[54] use,next

Top Word Pairs in Tweet in G7:
[88] #medtech,#meded
[88] #meded,#pharma
[86] #mhealth,#medtech
[73] #pharma,#ai
[73] #ai,#biotech
[66] #clinicaltrials,#teckrotheanswer
[58] #teckrotheanswer,#clinicaltrial
[55] #protocol,#mhealth
[54] clinical,trial
[47] #trials,#protocol

Top Word Pairs in Tweet in G8:
[151] very,early
[151] early,study
[151] study,couldn
[151] couldn,wrap
[151] wrap,head
[151] head,around
[151] around,during
[151] during,diastole
[151] diastole,relaxation
[151] relaxation,blood

Top Word Pairs in Tweet in G9:
[34] first,day
[25] july,1st
[16] meded,national
[16] national,holiday
[16] holiday,july
[16] 1st,great
[16] great,first
[15] kidney_boy,meded
[14] blood,gas
[14] gas,interpretation

Top Word Pairs in Tweet in G10:
[53] more,medical
[52] medical,news
[38] #medtwitter,#meded
[31] news,#cardiotwitter
[30] #cardiotwitter,#medtwitter
[27] #peru,#bolivia
[24] rafael52987,#notisalud
[24] #bolivia,#venezuela
[24] #venezuela,#chile
[23] #colombia,#ecuador

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@antimaddee1
@k_doppler
@fizyojiji
@cozkan07
@atamadih1
@sc0ttiepippen33
@pervinecz
@ehlisunnetyolu_
@tibbiyelikeko

Top Replied-To in G1:
@asmeofficial
@erikwdriessen
@shaque89_
@jonnygucks
@usu_chpe
@andrewongml
@bronwynw00dburn
@kaanthanj
@judygadde
@womeninomfs

Top Replied-To in G2:
@blackingastro

Top Replied-To in G3:
@deannamarie208
@tlmeded
@teekayoki
@castldalmunzie
@mayoclinic
@zainahmad465

Top Replied-To in G4:
@drdre424
@drzeshanqureshi
@kaleelucy
@beckyparkes5
@drjengunter

Top Replied-To in G5:
@meganranney
@drsteventchen

Top Replied-To in G7:
@societyhospmed
@gimapreceptor
@rakheebhayanimd
@mount_md
@futuredocs
@chungk1031
@dhpomerantz
@wraycharles

Top Replied-To in G8:
@drryanpdaly

Top Replied-To in G9:
@stevefuest
@shreyatrivedimd
@kidney_boy
@drnandiwada

Top Mentioned
Top Mentioned in Entire Graph:
@drkeithsiau
@drmiketodorovic
@manualomedicine
@teckroofficial
@meded_i
@cozkan07
@eelifozkan
@atamadih1
@nephrop
@okuyankukumav

Top Mentioned in G1:
@harvardmacy
@acadmedjournal
@asmeofficial
@epidpublisher
@erikwdriessen
@javeedsukhera
@oncopublisher
@h2ohtwist
@tchanmd
@theobgproject

Top Mentioned in G2:
@drkeithsiau
@bmjopen_gastro
@paul_wischmeyer
@amcollegegastro
@youtube
@asgeendoscopy
@manualomedicine
@ambossmed
@peyoungmd
@iddf_cuhk

Top Mentioned in G3:
@vslanziotti
@epidpublisher
@fr_hossain
@oncopublisher
@liverfellow
@sapnakmd
@aman999arora
@drpetra
@yoncabulutmd
@jennamillerkc

Top Mentioned in G4:
@drug_evidence
@richarlisa
@drdennar
@drandriatatem
@drjrubenstein
@epidpublisher
@nuhpmed
@amtejani
@oncopublisher
@dr_ghtb

Top Mentioned in G5:
@manualomedicine
@drsteventchen
@satyapatelmd
@sargsyanz
@thedermconsult
@landsbergmanual
@drkeithsiau
@mendesthiagob
@drmiketodorovic
@medtweetorials

Top Mentioned in G6:
@nephrop
@adnanalkhouli
@mayocliniccv
@oslertech
@jaccjournals
@iem_student
@apfenniger
@must_emig
@metrohealth_em
@2pm

Top Mentioned in G7:
@teckroofficial
@futuredocs
@journalofgme
@clearityfnd
@htheaks10
@aoglasser
@drchowdharymd
@societyhospmed
@ovariancanada
@aboutface

Top Mentioned in G8:
@drmiketodorovic
@teachmepaeds
@nephrop
@drkeithsiau
@roysocmed
@kidney_boy
@satyapatelmd
@pgmedicine
@bhcintervention
@choudryfizzah

Top Mentioned in G9:
@ccf_imchiefs
@kidney_boy
@medpedshosp
@askdrfatima
@aanmember
@grepmeded
@deborahgorth
@drrobertkushner
@acgme
@atscommunity

Top Mentioned in G10:
@_sivasai
@primary_immune
@rafael52987
@cardiopublisher
@acneurologia
@minsaludcol
@radcliffecardio
@penncardiology
@vivekkulkarnimd
@shamsan_ha

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@edinburghwatch
@femtech_
@b1e56df9ce6549f
@thedeveloperbot
@viralvideovlogs
@cotey_mary
@ahaber
@yayayarndiva
@artificialbra1n

Top Tweeters in G1:
@edinburghwatch
@drumeshprabhu
@jandroid
@drmel_t
@quatoria
@dr_mz13
@usnehal
@orthopodreg
@chasetmanderson
@spencerideas

Top Tweeters in G2:
@lkfpaez
@kumar_ranjeet
@celestinogutirr
@sminaev2015
@divagotm
@jl_rodriguez91
@vvolvox121
@twtnvm
@schanzenini
@bmj_latest

Top Tweeters in G3:
@nycnavid
@academicchatter
@thetimes
@khalilbum
@drpetra
@mededbot
@heartotxheartmd
@joltdude
@corpgovuk
@excellencia_ltd

Top Tweeters in G4:
@nytimes
@themuslimhippie
@richardhdent
@drjengunter
@grandma_hockey
@usnews
@janjoong
@whaaf
@picardonhealth
@advprashant90

Top Tweeters in G5:
@raana_234
@boladeismyname
@nadahassib1
@copd_research
@_marinamds
@exifam
@anasjumare
@mvmd0908
@thatguytoy
@aleferrerverde

Top Tweeters in G6:
@drshahrul80
@sekai_myworlds
@watashi_nouso
@dog4holiday
@idhzan
@rafavidalperez
@iamritu
@andrewjtagg
@sosoamodihotmai
@tulunsokit

Top Tweeters in G7:
@cotey_mary
@calcaware
@caring_mobile
@the404code
@education_24x7
@pyscalellc
@cards79
@nerfzilla
@healthpolicygrp
@maxm_profit

Top Tweeters in G8:
@proftomquinn
@keatingteam1
@aidan_baron
@_duck_tweeting
@angelinehaaanxe
@arcsine
@ow_error404
@danngoodingrn
@dalton_cfr
@sarahp_para

Top Tweeters in G9:
@kirkmurphy
@mdaware
@thinkalot
@jorroser
@flo_rox
@classyminari
@kidney_boy
@medpedshosp
@globalhealthbot
@ltreac

Top Tweeters in G10:
@chidambara09
@femtech_
@b1e56df9ce6549f
@thedeveloperbot
@viralvideovlogs
@ecuabot
@coderretweet
@_reactdev
@snrtg
@helperstream


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