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meded_2022-06-12_22-30-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2022
Short Description:
meded via NodeXL https://bit.ly/3Qic4eo
@brownjhm
@nephrop
@shimaghavimimd
@drkeithsiau
@accpchest
@precisionmedbot
@harvardmed
@gastrorts
@vijayselvarajmd
@acadmedjournal

Top hashtags:
#meded
#medtwitter
#foamed
#gitwitter
#pulmtwitter
#bjhm
#ild
#ipf
#mednews

Description:
Description
The graph represents a network of 6,500 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, 13 June 2022 at 05:43 UTC.

The requested start date was Monday, 13 June 2022 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, 20-hour, 14-minute period from Wednesday, 08 June 2022 at 14:57 UTC to Sunday, 12 June 2022 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 : 6500
Unique Edges : 5628
Edges With Duplicates : 13009
Total Edges : 18637
Number of Edge Types : 5
Mentions : 2921
Replies to : 353
MentionsInRetweet : 8434
Retweet : 5404
Tweet : 1525
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.0362865708673628
Reciprocated Edge Ratio : 0.0700319233838787
Connected Components : 585
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 4518
Maximum Edges in a Connected Component : 15172
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.484368
Graph Density : 0.000237290944168925
Modularity : 0.49426
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,500 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, 13 June 2022 at 05:43 UTC.

The requested start date was Monday, 13 June 2022 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, 20-hour, 14-minute period from Wednesday, 08 June 2022 at 14:57 UTC to Sunday, 12 June 2022 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:
[383] https://medpub.io/
[71] https://thoracickey.com/pericardial-disease-diagnosis-and-hemodynamics/
[53] https://armandoh.org/disease/bowel-cancer/
[47] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrcardio.2014.100
[35] https://onlinelibrary.wiley.com/doi/10.1177/2050640615582293?cookieSet=1
[26] https://www.roshreview.com/blog/ep-23-pneumomediastinum-pericarditis-sirs-multiple-sclerosis-ramsay-hunt-syndrome-brues-and-more/
[25] https://www.uq.edu.au/news/article/2022/05/obesity-lowering-age-knee-replacements
[21] https://www.youtube.com/watch?v=o6HDS6_Xf2g

[20] https://www.bhf.org.uk/what-we-do/news-from-the-bhf/news-archive/2022/june/obesity-linked-to-damaging-changes-in-failing-hearts
[11] https://rebelem.com/rebel-core-cast-82-0-abdominal-aortic-aneurysm/

Top URLs in Tweet in G1:
[26] https://www.roshreview.com/blog/ep-23-pneumomediastinum-pericarditis-sirs-multiple-sclerosis-ramsay-hunt-syndrome-brues-and-more/
[26] https://thoracickey.com/pericardial-disease-diagnosis-and-hemodynamics/
[9] https://armandoh.org/disease/bowel-cancer/
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrcardio.2014.100
[5] https://onlinelibrary.wiley.com/doi/10.1177/2050640615582293?cookieSet=1
[4] https://twitter.com/kingsresp/status/1534991100439674882
[3] https://www.youtube.com/watch?v=o6HDS6_Xf2g

[2] https://www.grepmed.com/?q=hypothyroidism+physicalexam
[2] https://jkms.org/DOIx.php?id=10.3346/jkms.2021.36.e24
[1] https://musculoskeletalkey.com/polyarticular-arthritis/

Top URLs in Tweet in G2:
[39] https://armandoh.org/disease/bowel-cancer/
[30] https://onlinelibrary.wiley.com/doi/10.1177/2050640615582293?cookieSet=1
[6] https://gut.bmj.com/content/71/6/1117
[6] https://gastro.org/fellows-and-early-career/training-resources/fellows-resources/10-tips-for-new-gi-fellows/
[5] https://pubmed.ncbi.nlm.nih.gov/26621941/
[5] https://www.journal-of-hepatology.eu/article/S0168-8278(22)00210-0/fulltext
[3] https://pubmed.ncbi.nlm.nih.gov/35413330/
[3] http://www.annalsgastro.gr/files/journals/1/earlyview/2022/ev-06-2022-05-AG_6572-0724.pdf
[2] https://www.mja.com.au/system/files/issues/207_04/10.5694mja16.00851.pdf
[2] https://twitter.com/bilalmohammadmd/status/1534612124764409857

Top URLs in Tweet in G3:
[9] https://nephsim.com
[5] https://www.litr-ex.com/
[4] https://harvardmacy.org/index.php/hmi/podcasts-for-teaching-and-learning
[4] https://www.surveymonkey.com/r/3CZSVGD
[3] https://twitter.com/seguracardio/status/1534860599389306883
[3] https://pubmed.ncbi.nlm.nih.gov/35653319/
[3] https://osler.app.link/ZJGMlcUoLqb
[2] https://www.kidneynews.org/view/journals/kidney-news/13/7/article-p11_8.xml
[2] https://journals.lww.com/academicmedicine/Abstract/9900/Promoting_Female_Leadership_in_Academic_Surgery_.13.aspx?utm_source=twitter&utm_medium=acadmedjournal&utm_content=aaac8211-8866-4610-b776-ab1ce3bc1137
[2] http://www.harvardmacy.org/index.php/hmi-courses/educators

Top URLs in Tweet in G4:
[5] https://www.barrons.com/articles/things-to-know-today-51654683760
[5] https://www.nytimes.com/live/2022/06/10/business/inflation-cpi-report-may
[4] https://www.youtube.com/watch?v=E-IhJuNZbtU&feature=youtu.be

[3] https://jamanetwork.com/crawlprevention/governor?content=%2fjournals%2fjama-health-forum%2ffullarticle%2f2790961
[3] https://emed.news/simple-blood-test-may-allow-for-early-detection-of-oral-cancer/
[2] https://www.protocol.com/workplace/startup-ceo-salary-male-female
[2] https://www.federalreserve.gov/econres/feds/files/2022037pap.pdf
[2] https://www.axios.com/results
[2] https://doctorsonsocialmedia.com/heres-how-to-help-a-patient-die-peacefully/
[2] https://doctorsonsocialmedia.com/why-become-a-member/

Top URLs in Tweet in G5:
[35] https://thoracickey.com/pericardial-disease-diagnosis-and-hemodynamics/
[30] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrcardio.2014.100
[9] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10396-021-01166-3
[4] http://developingem.com/
[4] https://t.co/f6gGFIXDaS
[2] https://www.pocusmeded.com/post/pocus-for-botox-fillers-necessary-or-excessive
[1] https://www.karger.com/Article/Abstract/522652
[1] https://radiologykey.com/hepatobiliary-system-spleen-and-pancreas/
[1] https://www.jacc.org/doi/10.1016/j.jcmg.2017.10.028?cookieSet=1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.kidneymedicinejournal.org%2Farticle%2FS2590-0595%2822%2900098-X%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[3] https://armandoh.org/disease/bowel-cancer/
[1] https://us06web.zoom.us/meeting/register/tZMtcuGqrzopH9HuVNp7KReiGAlILLM5GmQO
[1] https://www.ahajournals.org/doi/10.1161/STROKEAHA.118.024754?cookieSet=1
[1] http://www.ajnr.org/content/38/11/2034
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrcardio.2014.100
[1] https://foundation.asnr.org/page/awards-and-honors/cert-program/
[1] https://foundation.asnr.org/page/awards-and-honors/trainee-research-award/
[1] https://twitter.com/danbrownio/status/1535586736440492032
[1] https://twitter.com/drkatiemdavis/status/1534498506924244993
[1] http://www.pediatrikradyoloji.com

Top URLs in Tweet in G7:
[4] https://usmle-rx.com/
[3] https://absitesmackdown.com/blogs/news/episode-84-all-about-matching-into-surgery-residency-nowadays?utm_campaign=episode-84-all-about-matching-into-surgery-residency-nowadays&utm_medium=social_link&utm_source=missinglettr-twitter
[3] https://absitesmackdown.com/blogs/news/episode-87-now-that-youve-matched-into-surgery-residency-whats-the-absite?utm_campaign=episode-87-now-that-youve-matched-into-surgery-residencywhats-the-absite&utm_medium=social_link&utm_source=missinglettr-twitter
[3] https://www.medics.academy/pages/training-in-teaching-page
[3] https://lalitatimes.com/know-the-signs-symptoms-diagnosis-treatment-of-hepatitis-c/
[2] https://www.cghjournal.org/article/S1542-3565(09)01076-3/fulltext
[2] https://epicard.io
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40037-022-00714-y
[1] http://www.bestchoicewellness4u.com
[1] https://www.compcaremedicalcenter.com/

Top URLs in Tweet in G8:
[2] https://thoracickey.com/pericardial-disease-diagnosis-and-hemodynamics/
[2] http://meded.reeldx.com/cases/303?utm_campaign=caseofweek&utm_source=twitter&utm_medium=tweet
[2] https://armandoh.org/disease/bowel-cancer/
[1] https://hrjournal.net/article/view/4021
[1] https://oaepublishstorage.blob.core.windows.net/49473ec4-35a9-48bc-8276-9d510530edd8/4021.pdf
[1] https://hrjournal.net/article/view/3851
[1] https://oaepublishstorage.blob.core.windows.net/14ba1807-e227-4200-96c2-2085345e0b6b/3851.pdf
[1] https://hrjournal.net/article/view/3744
[1] https://oaepublishstorage.blob.core.windows.net/d749efd4-d676-4f31-8487-5cb51e46bfcd/3744.pdf
[1] https://hrjournal.net/article/view/3990

Top URLs in Tweet in G9:
[6] https://www.asme.org.uk/events/asm2022#registration
[4] https://asme.org.uk/pride2022
[2] https://www.instagram.com/accounts/login/?next=/tv/CelyW6gFmeV/
[2] https://www.cureus.com/articles/97292-pseudo-subarachnoid-hemorrhage-sign-in-bacterial-meningitis-in-a-patient-presenting-with-acute-ischemic-stroke-a-novel-radiological-clue-to-rapid-diagnosis
[2] https://thedoctorsbookshelf.com/2022/06/03/12-trailblazing-women-doctors-and-their-inspiring-stories/
[2] https://blogs.nottingham.ac.uk/medicaleducation/2022/06/09/spotlight-on-scholars-dr-shibley-rahman/
[2] https://docs.google.com/forms/d/e/1FAIpQLSe-eefrwYsaiojZAyKU5WjzjMH9_6MGsc128UQzFCaBW_QFxw/viewform?usp=send_form
[2] https://twitter.com/triscalpel/status/1534868122183909376
[1] https://www.eventbrite.com/e/paediatric-sim-off-2022-registration-275556997397
[1] http://www.mindsnewsletter.com/volume-12-issue-4-april/

Top URLs in Tweet in G10:
[10] https://cbirt.net/crispr-technology-and-perturb-seq-to-map-every-human-gene-to-its-function/
[6] https://cbirt.net/raptgen-for-aptamer-generation/
[5] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2793101?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=060722#.Yp-NDlpGqy4.twitter
[3] https://www.billingcaresolutions.com/
[2] https://twitter.com/optomizeltd/status/1535176663444643840
[2] https://thoracickey.com/pericardial-disease-diagnosis-and-hemodynamics/
[2] https://www.journalmechanicalventilation.com/wp-content/uploads/2022/06/Mechanical-power-in-AVM-2-versus-conventional-ventilation-modes-in-a-normal-lung-model-A-bench-study.pdf
[2] https://twitter.com/rafael52987/status/1534687069154463745
[2] https://teckro.com/news-and-events/digital-engagement-platform-fire-for-clinical-trials?utm_campaign=Awe&utm_content=208883552&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[1] https://pubmed.ncbi.nlm.nih.gov/28045707/

Top Domains
Top Domains in Tweet in Entire Graph:
[383] medpub.io
[317] twitter.com
[99] youtube.com
[77] medicalxpress.com
[71] thoracickey.com
[53] armandoh.org
[51] lww.com
[50] nature.com
[43] wiley.com
[40] nih.gov

Top Domains in Tweet in G1:
[26] roshreview.com
[26] thoracickey.com
[14] doi.org
[10] nature.com
[9] armandoh.org
[6] twitter.com
[5] wiley.com
[5] youtube.com
[3] bit.ly
[3] thelancet.com

Top Domains in Tweet in G2:
[39] armandoh.org
[30] wiley.com
[12] twitter.com
[9] nih.gov
[7] bmj.com
[6] gastro.org
[5] journal-of-hepatology.eu
[3] annalsgastro.gr
[2] com.au
[2] thoracickey.com

Top Domains in Tweet in G3:
[22] twitter.com
[13] lww.com
[10] nephsim.com
[7] nih.gov
[6] harvardmacy.org
[5] youtube.com
[5] litr-ex.com
[4] podbean.com
[4] surveymonkey.com
[4] app.link

Top Domains in Tweet in G4:
[35] emed.news
[28] twitter.com
[9] doctorsonsocialmedia.com
[8] emedevents.com
[7] youtube.com
[6] nytimes.com
[5] barrons.com
[4] jamanetwork.com
[4] oncotarget.com
[4] aging-us.com

Top Domains in Tweet in G5:
[35] thoracickey.com
[32] nature.com
[9] springer.com
[4] developingem.com
[4] t.co
[3] medscape.org
[2] pocusmeded.com
[1] karger.com
[1] radiologykey.com
[1] jacc.org

Top Domains in Tweet in G6:
[4] twitter.com
[3] armandoh.org
[2] asnr.org
[1] zoom.us
[1] ahajournals.org
[1] ajnr.org
[1] nature.com
[1] pediatrikradyoloji.com

Top Domains in Tweet in G7:
[40] twitter.com
[15] mindthebleep.com
[8] youtube.com
[6] absitesmackdown.com
[5] medscape.org
[4] integrityce.com
[4] usmle-rx.com
[4] medics.academy
[3] nih.gov
[3] instagram.com

Top Domains in Tweet in G8:
[7] windows.net
[6] hrjournal.net
[2] youtube.com
[2] manualofmedicine.com
[2] thoracickey.com
[2] reeldx.com
[2] armandoh.org
[1] twitter.com
[1] nature.com
[1] springer.com

Top Domains in Tweet in G9:
[20] twitter.com
[11] org.uk
[10] cureus.com
[3] google.com
[2] wiley.com
[2] instagram.com
[2] rcsi.com
[2] thedoctorsbookshelf.com
[2] ac.uk
[1] eventbrite.com

Top Domains in Tweet in G10:
[17] cbirt.net
[13] twitter.com
[5] jamanetwork.com
[4] medscape.org
[3] billingcaresolutions.com
[2] nih.gov
[2] thoracickey.com
[2] journalmechanicalventilation.com
[2] teckro.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4004] meded
[1800] medtwitter
[553] foamed
[398] gitwitter
[380] pulmtwitter
[351] bjhm
[350] ild
[349] ipf
[262] mednews
[220] hospitalist



Top Hashtags in Tweet in G1:
[369] pulmtwitter
[344] ipf
[343] bjhm
[342] ild
[334] meded
[304] medtwitter
[215] hospitalist
[161] endotwitter
[146] criticalcare
[141] hyperthyroidism

Top Hashtags in Tweet in G2:
[298] meded
[202] gitwitter
[57] medtwitter
[56] livertwitter
[13] foamed
[11] uegambassador
[9] nash
[8] ibd
[7] icunutrition
[7] nutritionmatters

Top Hashtags in Tweet in G3:
[228] meded
[29] medtwitter
[26] hpe
[13] hmicommunity
[11] facultydevelopment
[10] foamed
[10] nephsim
[9] wutpp
[9] academicmedicine
[8] simulation

Top Hashtags in Tweet in G4:
[163] meded
[58] medtwitter
[31] equity
[30] leadership
[25] healthcare
[18] longcovid
[18] emednews
[17] emedevents
[16] scicomm
[15] unmciae

Top Hashtags in Tweet in G5:
[192] meded
[133] pocus
[75] echofirst
[67] hemodynamics
[35] criticalcare
[21] foamed
[20] medtwitter
[16] ecg
[16] impocus
[13] nephrology

Top Hashtags in Tweet in G6:
[125] meded
[95] foamed
[92] radres
[79] foamrad
[52] futureradres
[49] medstudenttwitter
[49] larynx
[40] gitwitter
[39] medtwitter
[34] radiology

Top Hashtags in Tweet in G7:
[272] meded
[123] medtwitter
[43] foamed
[29] medstudenttwitter
[23] nurses
[21] fy1
[21] tipsfornewdocs
[20] pharmacists
[19] physicianassociate
[19] paramedic

Top Hashtags in Tweet in G8:
[241] meded
[217] medtwitter
[130] foamed
[103] usmle
[79] razausmlemnemonics
[74] mrcp
[9] livertwitter
[7] hcc
[7] gitwitter
[7] nephrology

Top Hashtags in Tweet in G9:
[115] meded
[32] neurosurgery
[28] medtwitter
[17] neuroscience
[12] neurology
[10] neurotwitter
[10] foamed
[10] medicine
[10] asmepride
[9] neuroqna

Top Hashtags in Tweet in G10:
[118] meded
[85] medtwitter
[63] anestesioarmy
[63] smmce
[44] medtech
[38] influence
[31] healthcare
[29] healthit
[29] mhealth
[27] ai

Top Words
Top Words in Tweet in Entire Graph:
[3998] #meded
[1800] #medtwitter
[807] medical
[769] more
[571] disease
[553] #foamed
[514] brownjhm
[476] news
[401] patients
[398] #gitwitter

Top Words in Tweet in G1:
[491] brownjhm
[418] disease
[369] #pulmtwitter
[349] interstitial
[349] lung
[344] #ipf
[343] #bjhm
[342] #ild
[334] #meded
[332] vijayselvarajmd

Top Words in Tweet in G2:
[298] #meded
[202] #gitwitter
[148] drkeithsiau
[62] syndrome
[57] #medtwitter
[56] #livertwitter
[51] cancer
[47] jjfordemd
[40] review
[39] colorectal

Top Words in Tweet in G3:
[222] #meded
[57] acadmedjournal
[52] learning
[42] concept
[38] great
[30] journalofgme
[30] last
[29] styles
[29] today
[29] #medtwitter

Top Words in Tweet in G4:
[163] #meded
[58] #medtwitter
[35] harvardmed
[33] year
[32] juliesilvermd
[32] more
[31] #equity
[31] course
[30] design
[30] gender

Top Words in Tweet in G5:
[192] #meded
[153] nephrop
[133] #pocus
[96] constrictive
[75] #echofirst
[69] co
[67] #hemodynamics
[66] vs
[65] pericarditis
[64] pericardial

Top Words in Tweet in G6:
[147] box
[125] #meded
[95] #foamed
[92] #radres
[79] #foamrad
[79] teachplaygrub
[62] lapsiasnehal
[58] theneuroradguy
[57] ct
[57] anatomy

Top Words in Tweet in G7:
[272] #meded
[123] #medtwitter
[43] #foamed
[29] #medstudenttwitter
[26] more
[25] medical
[24] meded
[23] #nurses
[21] #fy1
[21] #tipsfornewdocs

Top Words in Tweet in G8:
[241] #meded
[217] #medtwitter
[131] manualomedicine
[130] #foamed
[103] #usmle
[99] sites
[96] diagrammatic
[96] representation
[96] nephron
[96] showing

Top Words in Tweet in G9:
[115] #meded
[32] #neurosurgery
[32] read
[31] join
[31] asmeofficial
[28] #medtwitter
[26] health
[25] medical
[23] research
[22] education

Top Words in Tweet in G10:
[118] #meded
[85] #medtwitter
[76] kred
[65] vm_aventho
[63] #anestesioarmy
[63] #smmce
[56] diegoescarraman
[44] #medtech
[38] gave
[38] #influence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[659] #medtwitter,#meded
[513] #meded,#medtwitter
[470] more,medical
[459] medical,news
[358] interstitial,lung
[356] lung,disease
[347] #ild,#ipf
[347] #ipf,#pulmtwitter
[334] #foamed,#meded
[317] classification,types

Top Word Pairs in Tweet in G1:
[349] interstitial,lung
[349] lung,disease
[342] #ild,#ipf
[342] #ipf,#pulmtwitter
[312] classification,types
[310] brilliant,infographic
[310] infographic,classification
[310] types,interstitial
[310] disease,accpchest
[310] accpchest,#ild

Top Word Pairs in Tweet in G2:
[88] #meded,#gitwitter
[70] #gitwitter,#meded
[40] cancer,#meded
[39] colorectal,cancer
[38] drkeithsiau,colorectal
[34] digestive,system
[34] system,#gitwitter
[33] drkeithsiau,digestive
[30] #meded,#medtwitter
[30] budd,chiari

Top Word Pairs in Tweet in G3:
[29] learning,styles
[26] great,acadmedjournal
[21] early,career
[21] acadmedjournal,last
[21] last,debunking
[21] debunking,concept
[21] concept,learning
[21] styles,#meded
[21] #meded,intuitively
[21] intuitively,appealing

Top Word Pairs in Tweet in G4:
[30] course,harvardmed
[29] year,design
[29] design,gender
[29] gender,#equity
[29] #equity,campaign
[29] campaign,women's
[29] women's,#leadership
[29] #leadership,course
[28] juliesilvermd,year
[23] #medtwitter,#meded

Top Word Pairs in Tweet in G5:
[69] #pocus,#meded
[65] constrictive,pericarditis
[58] nephrop,#meded
[41] #meded,#echofirst
[35] #hemodynamics,constrictive
[35] pericarditis,vs
[35] vs,pericardial
[35] pericardial,effusion
[35] effusion,#pocus
[35] #meded,#criticalcare

Top Word Pairs in Tweet in G6:
[67] #foamrad,#foamed
[64] #foamed,#meded
[57] #meded,#radres
[51] #radres,#futureradres
[49] voice,box
[49] box,black
[49] black,box
[49] box,let's
[49] let's,open
[49] open,pandora's

Top Word Pairs in Tweet in G7:
[53] #meded,#medtwitter
[49] #medtwitter,#meded
[24] #foamed,#meded
[24] #medtwitter,#medstudenttwitter
[21] #medstudenttwitter,#fy1
[19] #fy1,#physicianassociate
[19] #physicianassociate,#paramedic
[19] #paramedic,#anp
[19] #anp,#nurses
[19] #nurses,#tipsfornewdocs

Top Word Pairs in Tweet in G8:
[118] #foamed,#meded
[115] #medtwitter,#foamed
[96] diagrammatic,representation
[96] representation,nephron
[96] nephron,showing
[96] showing,four
[96] four,sites
[96] sites,solute
[96] solute,reabsorption
[96] reabsorption,#medtwitter

Top Word Pairs in Tweet in G9:
[17] read,article
[17] #meded,#medtwitter
[14] medical,education
[10] future,health
[10] health,social
[10] social,care
[10] care,prof
[10] prof,michael
[10] michael,west
[10] west,westm61

Top Word Pairs in Tweet in G10:
[74] #meded,#medtwitter
[63] #anestesioarmy,#smmce
[63] #smmce,vm_aventho
[61] #medtwitter,#anestesioarmy
[38] gave,kred
[38] kred,#influence
[32] recomendaciones,ayuno
[32] ayuno,preoperatorio
[32] preoperatorio,#meded
[32] vm_aventho,american

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@tinuvieleonidas
@fluderler
@pekimademmm_
@hemsire_bahar
@25sykr
@61curly61
@kohkihko
@__misal__

Top Replied-To in G1:
@sharibrosnahan

Top Replied-To in G2:
@lizzieabymd
@wabillin
@amcollegegastro
@kcklatt

Top Replied-To in G3:
@mededdoc
@tchanmd
@mpusic
@mcmasterhsed
@broomedocs
@shreyatrivedimd
@singhvmeded
@tlhpbristol
@kao_patricia
@juliesilvermd

Top Replied-To in G4:
@drdanielgih
@yesiamthedoctor
@juliesilvermd
@futuredocs

Top Replied-To in G6:
@reedomary

Top Replied-To in G7:
@epicardio

Top Replied-To in G9:
@opwhisperer
@bmj_latest
@katystevenson_
@shaque89_
@tasme_uk
@uonmeded
@brisgasdoc

Top Replied-To in G10:
@childrensasthma
@paton_catie
@uhhvascular
@nickcalder1972

Top Mentioned
Top Mentioned in Entire Graph:
@brownjhm
@accpchest
@vijayselvarajmd
@nephrop
@drkeithsiau
@manualomedicine
@dharsaty
@usmle_mnemonics
@internatwork
@jolaburnett

Top Mentioned in G1:
@brownjhm
@vijayselvarajmd
@accpchest
@dharsaty
@internatwork
@nephrop
@lorrainelipsc17
@sonia_butaliamd
@islettx
@insarajaffer

Top Mentioned in G2:
@drkeithsiau
@jjfordemd
@my_ueg
@creativemeddose
@uegjournal
@paul_wischmeyer
@neilrsharmamd
@shimaghavimimd
@nejm
@ambossmed

Top Mentioned in G3:
@acadmedjournal
@journalofgme
@basakcoruhuw
@mededdoc
@harvardmacy
@laravarpio
@thorsley_handle
@jcummingsmd
@renoplant
@tchanmd

Top Mentioned in G4:
@harvardmed
@juliesilvermd
@unmc_iae
@futuredocs
@uchipritzker
@thartman2u
@fr_hossain
@emedevents
@somedocs
@bcdfoundation

Top Mentioned in G5:
@nephrop
@impocusfocus
@pocusmeded
@pocusiapn
@practicalpocus
@maruancarlos
@the_nanashi_o
@doctor_roig
@druvbhagavan
@ulhasdr

Top Mentioned in G6:
@teachplaygrub
@lapsiasnehal
@theneuroradguy
@theasnr
@arrs_radiology
@mohitagneurorad
@judygadde
@drkatiemdavis
@lucatoleandro
@medtweetorials

Top Mentioned in G7:
@halisuar9
@annelester9999
@amytrowbridge15
@lorenaolsonmd
@kristinrojasmd
@ved_living19

Top Mentioned in G8:
@manualomedicine
@usmle_mnemonics
@nephrop
@dharsaty
@themedquest
@brownjhm
@drkeithsiau
@reeldx
@1min_idconsult

Top Mentioned in G9:
@asmeofficial
@rcsi_irl
@meded_journal
@clinicalteacher
@ickyplod
@tasme_uk
@cureusneuro
@hartlandjoseph
@westm61
@duncanshrew

Top Mentioned in G10:
@vm_aventho
@diegoescarraman
@kred
@eli_krumova
@cbirtdirector
@nhsl_meded
@paton_catie
@nhs_education
@ngajree

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@s9tmt
@cybersecurityn8
@lizditz
@fabriciosx
@opensource_orgs
@ketaminh
@andrewmorrisuk
@robotproud
@education_24x7

Top Tweeters in G1:
@vicentelozadab
@hragy
@earl_pikz
@nadahassib1
@hafshahaqlh
@seetrips
@copd_research
@yungrdl
@odavidbrizuela
@anasjumare

Top Tweeters in G2:
@sraclaus
@muhdmukhlis_
@softyagustd
@drjhk
@ynwa_nole
@adribottero
@josfer2011
@dr_mike08
@blah_blablather
@empoweringpts9

Top Tweeters in G3:
@drshahrul80
@inquisitivegyn
@tchanmd
@drjfrank
@coherencemed
@nephro_sparks
@yozhik_alissa
@abbywuim
@ford
@johnshopkins

Top Tweeters in G4:
@reartistron
@botfemale
@tomvarghesejr
@mdaware
@pib_india
@academicchatter
@b0tsci
@hephaistos_ai
@cards79
@tcrg2012

Top Tweeters in G5:
@onyourm_grez
@iceman_ex
@diegoobiwan
@epeeps_bot
@vadeboncoeur_al
@hanouf_rawdhan
@wilkinsonjonny
@jmmr83
@docnikko
@jminardi21

Top Tweeters in G6:
@broyletim
@heartotxheartmd
@vaaleriarosas
@andrsofroniou
@euodeioamarelo
@heydrnik
@abelgavino
@rmilesmd
@salvasapedraza
@dissanaikemd

Top Tweeters in G7:
@ihabfathisulima
@neilflochmd
@gloriamiele
@bamzagli
@doctortro
@alisadoc1
@davelbywater
@syedmughees_76
@jesusanampa
@suleymanboz3

Top Tweeters in G8:
@nekopia01
@khalid26121992
@cruzcorba
@adlinaabr
@marciatama
@myfanwycook
@drdonmendes
@mededucation101
@chuletadeosler
@fauzanelexito

Top Tweeters in G9:
@s9tmt
@dr_shibley
@katecushing2
@david_colquhoun
@orthopodreg
@bmj_latest
@roshni_beeharry
@careopinion
@drk_w1984
@brianwdolan

Top Tweeters in G10:
@xaelbot
@cybersecurityn8
@fabriciosx
@robotproud
@xeronbot
@caring_mobile
@devretweetbot
@gladeolie
@datasciencebot_
@lebotpython


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