meded, Twitter, 8/22/2022 6:07:17 AM, 280508


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meded_2022-08-21_22-30-00.xlsx
meded_2022-08-21_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
meded via NodeXL https://bit.ly/3AkesdA
@brownjhm
@innov_medicine
@cryptovitas
@nephrop
@rx_ed
@paul_wischmeyer
@imedverse
@docscribbles
@pedscases
@cureusinc

Top hashtags:
#meded
#medtwitter
#foamed
#bjhm
#medstudenttwitter
#pediatrics
#tipsfornewdocs
#foamped

Description:
Description
The graph represents a network of 5,539 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, 22 August 2022 at 05:35 UTC.

The requested start date was Monday, 22 August 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, 13-hour, 24-minute period from Wednesday, 17 August 2022 at 21:36 UTC to Sunday, 21 August 2022 at 11:00 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 : 5539
Unique Edges : 4596
Edges With Duplicates : 15110
Total Edges : 19706
Number of Edge Types : 5
Retweet : 6456
MentionsInRetweet : 10320
Mentions : 1853
Tweet : 853
Replies to : 224
Self-Loops : 913
Reciprocated Vertex Pair Ratio : 0.0152794101933967
Reciprocated Edge Ratio : 0.0300989265417807
Connected Components : 360
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 4274
Maximum Edges in a Connected Component : 17455
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.563939
Graph Density : 0.000309763832950252
Modularity : 0.387318
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,539 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, 22 August 2022 at 05:35 UTC.

The requested start date was Monday, 22 August 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, 13-hour, 24-minute period from Wednesday, 17 August 2022 at 21:36 UTC to Sunday, 21 August 2022 at 11:00 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:
[38] https://jamanetwork.com/journals/jama/article-abstract/2785943
[34] https://www.theepochtimes.com/a-third-of-americans-dont-know-theyre-obese-2-surprising-causes_4662737.html
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.liver.theclinics.com%2Farticle%2FS1089-3261%252821%252900003-9%2Ffulltext&rc=0
[16] https://medmovie.com/
[14] https://www.youtube.com/watch?app=desktop&v=jPk9gG8Ss8s
[12] https://www.jacc.org/doi/full/10.1016/j.jacc.2019.11.031?cookieSet=1
[10] https://cms.aot-start.org/index.php/spine/
[9] https://www.youtube.com/watch?v=x_pEkx9bUFo&feature=youtu.be

[7] https://career.ucsf.edu/sites/g/files/tkssra2771/f/wysiwyg/ResidencyPersonalStatementTips.pdf
[7] https://career.ucsf.edu/professional/medicine/cvs-resumes-cover-letters#Residency-Focused-CV-Samples

Top URLs in Tweet in G1:
[26] https://jamanetwork.com/journals/jama/article-abstract/2785943
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.liver.theclinics.com%2Farticle%2FS1089-3261%252821%252900003-9%2Ffulltext&rc=0
[13] https://medmovie.com/
[10] https://cms.aot-start.org/index.php/spine/
[5] https://cpb-us-w2.wpmucdn.com/sites.brown.edu/dist/9/350/files/2022/08/Updates-in-Hospital-Medicine-1.pdf
[5] https://www.nejm.org/doi/full/10.1056/NEJMra2202819?cookieSet=1
[4] https://medmovie.com
[3] https://www.nice.org.uk/guidance/ng28
[3] https://www.uptodate.com/contents/aortoenteric-fistula-recognition-and-management
[2] https://cpb-us-w2.wpmucdn.com/sites.brown.edu/dist/9/350/files/2022/08/Update-in-Hyperferritinemic-Syndromes.pdf

Top URLs in Tweet in G2:
[3] https://jamanetwork.com/journals/jama/article-abstract/2785943
[1] https://www.frontiersin.org/articles/10.3389/fphys.2022.866792/full
[1] https://mdpi-res.com/d_attachment/nutrients/nutrients-13-03293/article_deploy/nutrients-13-03293.pdf
[1] https://journals.lww.com/co-criticalcare/pages/articleviewer.aspx?year=2021&issue=08000&article=00007&type=Fulltext
[1] https://www.nutritioncare.org/uploadedFiles/Documents/Malnutrition/MAW_2021/ASPEN-Infograph_Poorer-Outcomes.pdf
[1] https://twitter.com/paul_wischmeyer/status/1560845195956060161?s=21
[1] https://www.instagram.com/p/Chf3oQcuuxH/?igshid=YTgzYjQ4ZTY=
[1] https://associationofanaesthetists-publications.onlinelibrary.wiley.com/doi/full/10.1111/anae.12989

Top URLs in Tweet in G3:
[6] https://jamanetwork.com/journals/jama/article-abstract/2785943
[2] https://medmovie.com/
[2] https://medmovie.com
[1] https://edhub.ama-assn.org/apha-education/video-player/18691656?utm_source=twitter&utm_medium=social_edhub&utm_campaign=manual_monthly&utm_content=apha_video&utm_term=hlthequity-20220817&linkId=176690776

Top URLs in Tweet in G4:
[4] https://cme.psychiatrist.com/content/bipolar-disorder-education-collection
[3] https://harvardmacy.org/index.php/hmi/mededpearls-august-2022
[3] https://sumatealiberoamericano.udec.cl
[3] https://generationleader.co.uk/news/what-makes-a-great-doctor/
[3] http://wikimoc.org/abfm/home.pdf
[3] https://journals.lww.com/academicmedicine/Citation/9900/Creating_Video_Abstracts_for_Scholarly.107.aspx?utm_source=twitter&utm_medium=acadmedjournal&utm_content=e541bd28-292b-45e0-8c01-7ebcd0499707&utm_source=twitter&utm_medium=acadmedjournal&utm_content=d45315f7-33d4-40fc-90ce-09cfa6fd4369
[2] https://www.atsjournals.org/doi/full/10.1164/rccm.202206-1041ST?cookieSet=1
[2] https://onlinelibrary.wiley.com/doi/abs/10.1111/medu.14853#.YwGaljVt9go.twitter
[2] https://edition.pagesuite.com/popovers/dynamic_article_popover.aspx?artguid=a72a4f4b-f90b-48e1-9669-458bcd0e4e24
[2] https://www.careerarc.com/job-listing/boone-county-hospital-jobs-rn-cardiac-rehab-44126342?campaign_id=28464&cb=1562105710&src=1&tx=i0WhDsPTnLya4w&utm_campaign=TW01&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G5:
[11] https://www.jacc.org/doi/full/10.1016/j.jacc.2019.11.031?cookieSet=1
[2] https://cjasn.asnjournals.org/content/17/8/1220
[2] https://twitter.com/nephrop/status/1561096135263113217
[2] https://twitter.com/dr_larryi/status/1560399368691277831
[2] https://twitter.com/i/moments/1261786024872681472
[2] https://twitter.com/USPed_Latam/status/1559180938147512326
[1] https://www.ahajournals.org/doi/10.1161/CIRCIMAGING.116.005332
[1] https://theultrasoundjournal.springeropen.com/articles/10.1186/s13089-020-00170-x/figures/3
[1] https://www.jacc.org/doi/10.1016/j.jacadv.2022.100034#:~:text=The%20classic%20target%20MAP%20of,to%2048%20hours%20of%20resuscitation
[1] https://onlinelibrary.wiley.com/doi/10.1002/ejhf.478

Top URLs in Tweet in G6:
[1] https://jamanetwork.com/journals/jama/article-abstract/2785943

Top URLs in Tweet in G7:
[4] https://academic.oup.com/ajcn/advance-article/doi/10.1093/ajcn/nqac219/6659183
[3] https://www.researchgate.net/publication/362777460_Marburg_virus_outbreak_in_Ghana_An_impending_crisis
[3] https://www.sciencedirect.com/science/article/pii/S259009352200011X
[2] https://www.cureus.com/articles/56242-a-case-of-postural-orthostatic-tachycardia-syndrome-secondary-to-the-messenger-rna-covid-19-vaccine
[2] https://www.cureus.com/articles/102700-glossopharyngeal-neuralgia-secondary-to-covid-19-a-case-report
[2] https://twitter.com/i/status/1546245019702640641
[2] https://news.doctors.net.uk/news/5AAcSILCsNjK52lasFpmJq
[2] https://news.doctors.net.uk/analysis/25wBLKg4Cxi6ZivCEyRYWF
[1] https://www.cureus.com/articles/100327-an-outlook-on-the-etiopathogenesis-of-pulmonary-hypertension-in-hiv
[1] https://www.cureus.com/articles/30468-ivabradine-in-postural-orthostatic-tachycardia-syndrome-a-review-of-the-literature

Top URLs in Tweet in G8:
[13] https://www.youtube.com/watch?app=desktop&v=jPk9gG8Ss8s
[7] https://career.ucsf.edu/sites/g/files/tkssra2771/f/wysiwyg/ResidencyPersonalStatementTips.pdf
[7] https://career.ucsf.edu/professional/medicine/cvs-resumes-cover-letters#Residency-Focused-CV-Samples
[2] https://www.youtube.com/watch?v=ROlWPjnnADw

[1] https://twitter.com/i/spaces/1vOGwydwwBvxB
[1] https://twitter.com/AwanRad/status/1560973687389569024
[1] https://twitter.com/acpinternists/status/1560265410309545987
[1] https://wmc.wa.gov/licensing/applications-and-forms/international-medical-graduates-clinical-experience-license?utm_campaign=IMG+license
[1] https://meded.ucsf.edu/md-program/current-students/student-services/advising-career-development/letters-recommendation
[1] https://thevibrantmed.com/2019/04/14/eras-photo-requirements/

Top URLs in Tweet in G9:
[34] https://www.theepochtimes.com/a-third-of-americans-dont-know-theyre-obese-2-surprising-causes_4662737.html
[3] https://emed.news/new-study-shows-rhodiola-rosea-root-might-be-beneficial-for-managing-type-2-diabetes/
[2] https://www.chestnet.org/Learning-and-Events/Events/Board-Review?utm_source=twitter&utm_medium=organic-social&utm_campaign=board-review2022&utm_content=reg
[2] https://twitter.com/Paul_Wischmeyer/status/1560109700070477824
[2] https://www.emedevents.com/online-cme-courses/webcasts/precision-medicine-development-and-practice?utm_source=Facebook&utm_medium=organic&utm_campaign=Personmed_m10
[2] https://emed.news/new-prenatal-test-can-reduce-time-cost-of-detecting-chromosomal-abnormalities/
[2] https://emed.news/severe-covid-19-increases-risk-of-life-threatening-blood-clots/
[2] https://emed.news/ai-could-help-patients-with-chronic-pain-avoid-opioids/
[2] https://emed.news/pregnant-women-with-epilepsy-have-more-depression-anxiety-symptoms/
[2] https://emed.news/dog-contracts-monkeypox-from-owners-prompting-change-to-cdc-guidance/

Top URLs in Tweet in G10:
[4] https://twitter.com/ABsteward/status/1560384574403878912
[2] https://twitter.com/ABsteward/status/1560980849755136000
[1] https://academic.oup.com/cid/advance-article-abstract/doi/10.1093/cid/ciac677/6672707#.YwDzuCJQYkk.twitter
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40262-022-01168-5
[1] https://www.mdpi.com/2079-6382/11/8/1104
[1] https://www.who.int/publications-detail-redirect/9789240052451
[1] https://jamanetwork.com/journals/jama/fullarticle/2795615
[1] https://academic.oup.com/jac/advance-article-abstract/doi/10.1093/jac/dkac271/6667674?redirectedFrom=fulltext
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11908-022-00782-5
[1] https://www.journalofinfection.com/article/S0163-4453(22)00479-0/fulltext

Top Domains
Top Domains in Tweet in Entire Graph:
[140] twitter.com
[59] facebook.com
[51] youtube.com
[39] jamanetwork.com
[34] theepochtimes.com
[31] elsevierhealth.com
[28] lww.com
[26] co.uk
[22] medmovie.com
[20] cureus.com

Top Domains in Tweet in G1:
[26] elsevierhealth.com
[26] jamanetwork.com
[17] medmovie.com
[10] aot-start.org
[7] wpmucdn.com
[7] nejm.org
[5] nature.com
[4] manualofmedicine.com
[4] creativemeddoses.com
[3] bit.ly

Top Domains in Tweet in G2:
[3] jamanetwork.com
[1] frontiersin.org
[1] mdpi-res.com
[1] lww.com
[1] nutritioncare.org
[1] twitter.com
[1] instagram.com
[1] wiley.com

Top Domains in Tweet in G3:
[6] jamanetwork.com
[4] medmovie.com
[1] ama-assn.org

Top Domains in Tweet in G4:
[59] facebook.com
[31] twitter.com
[9] wiley.com
[9] lww.com
[8] psychiatrist.com
[8] careerarc.com
[7] wikimoc.org
[5] windy.com
[4] youtube.com
[3] harvardmacy.org

Top Domains in Tweet in G5:
[13] jacc.org
[8] twitter.com
[2] asnjournals.org
[1] ahajournals.org
[1] springeropen.com
[1] wiley.com
[1] thoracickey.com
[1] 123sonography.com
[1] jamanetwork.com
[1] medmovie.com

Top Domains in Tweet in G6:
[1] jamanetwork.com

Top Domains in Tweet in G7:
[15] cureus.com
[7] twitter.com
[6] researchgate.net
[4] oup.com
[4] net.uk
[3] sciencedirect.com
[1] youtube.com
[1] gofundme.com
[1] ekjt.org
[1] m3medical.com

Top Domains in Tweet in G8:
[15] youtube.com
[15] ucsf.edu
[7] twitter.com
[1] wa.gov
[1] thevibrantmed.com
[1] allianceforclinicaleducation.org
[1] google.com
[1] harvard.edu
[1] megaphone.fm
[1] creogsovercoffee.com

Top Domains in Tweet in G9:
[34] theepochtimes.com
[19] emed.news
[12] windows.net
[10] doi.org
[7] twitter.com
[5] hrjournal.net
[3] podbean.com
[3] emedevents.com
[2] chestnet.org
[2] americanheadachesociety.org

Top Domains in Tweet in G10:
[8] twitter.com
[5] oup.com
[5] obgproject.com
[3] mdpi.com
[3] elsevierhealth.com
[2] springer.com
[2] jamanetwork.com
[1] who.int
[1] journalofinfection.com
[1] sagepub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5742] meded
[4354] medtwitter
[2442] foamed
[1879] bjhm
[1268] medstudenttwitter
[552] pediatrics
[506] tipsfornewdocs
[446] foamped
[405] cadiotwitter
[396] medicare



Top Hashtags in Tweet in G1:
[3274] meded
[2878] medtwitter
[1843] foamed
[1789] bjhm
[1176] medstudenttwitter
[532] pediatrics
[458] tipsfornewdocs
[433] foamped
[360] medicare
[311] health

Top Hashtags in Tweet in G2:
[424] meded
[419] medtwitter
[367] foamed
[21] foamcc
[17] bjhm
[13] nutrition
[9] innomed
[7] cardiotwitter
[6] pocus
[5] medstudenttwitter

Top Hashtags in Tweet in G3:
[372] meded
[363] medtwitter
[319] cadiotwitter
[32] radiology
[32] radiography
[32] foamrad
[32] radres
[32] neurotwitter
[19] foamed
[13] innomed

Top Hashtags in Tweet in G4:
[312] meded
[86] medtwitter
[59] like
[58] book
[58] pdf
[32] foamed
[28] tipsfornewdocs
[15] medicine
[15] medstudenttwitter
[15] eds

Top Hashtags in Tweet in G5:
[213] echofirst
[182] meded
[156] pocus
[75] nephrology
[65] vexus
[33] medtwitter
[22] foamed
[20] bjhm
[18] impocus
[11] medstudenttwitter

Top Hashtags in Tweet in G6:
[15] meded
[12] medtwitter
[7] foamed
[6] bjhm
[2] pediatrics
[2] foamped
[2] medpeds
[2] pocus
[2] echofirst
[1] eras

Top Hashtags in Tweet in G7:
[42] meded
[33] medtwitter
[16] foamed
[12] scicomm
[9] neurology
[8] internalmedicine
[8] covid
[8] marburg
[8] malaria
[8] nigeria

Top Hashtags in Tweet in G8:
[87] meded
[36] medtwitter
[27] match2023
[23] mededchat
[9] radonc
[8] usmle
[8] internalmedicine
[7] radmatch2023
[5] imed2022
[4] radtwitter

Top Hashtags in Tweet in G9:
[97] meded
[34] americans
[34] obesity
[34] paramedic
[34] ambulance
[34] hospital
[34] university
[30] medtwitter
[23] health
[21] cáncer

Top Hashtags in Tweet in G10:
[84] meded
[53] idtwitter
[36] medtwitter
[26] twitterx
[16] idboardreview
[13] foamed
[12] bjhm
[11] idmeded
[10] dermtwitter
[9] pathology

Top Words
Top Words in Tweet in Entire Graph:
[5749] #meded
[4361] #medtwitter
[2442] #foamed
[2120] brownjhm
[1879] #bjhm
[1268] #medstudenttwitter
[1251] innov_medicine
[650] pedscases
[552] #pediatrics
[506] #tipsfornewdocs

Top Words in Tweet in G1:
[3281] #meded
[2885] #medtwitter
[2001] brownjhm
[1843] #foamed
[1789] #bjhm
[1176] #medstudenttwitter
[721] innov_medicine
[633] pedscases
[532] #pediatrics
[458] #tipsfornewdocs

Top Words in Tweet in G2:
[424] #meded
[419] #medtwitter
[367] #foamed
[291] paul_wischmeyer
[195] medical
[190] more
[186] lung
[185] types
[185] inflammation
[181] docscribbles

Top Words in Tweet in G3:
[392] innov_medicine
[372] #meded
[363] #medtwitter
[320] patologcritica
[319] best
[319] explanation
[319] supraventricular
[319] tachycardia
[319] svt
[319] #cadiotwitter

Top Words in Tweet in G4:
[312] #meded
[86] #medtwitter
[74] dr
[61] notes
[59] #like
[58] #book
[58] #pdf
[45] check
[36] narrative
[32] #foamed

Top Words in Tweet in G5:
[279] nephrop
[213] #echofirst
[182] #meded
[156] #pocus
[152] right
[145] parameters
[142] click
[142] 'alt'
[141] ventricular
[140] graphic

Top Words in Tweet in G6:
[274] rx_ed
[274] make
[273] residency
[273] tell
[272] hard
[272] thread
[272] going
[272] easier
[272] subjective
[272] instead

Top Words in Tweet in G7:
[42] #meded
[33] #medtwitter
[30] article
[29] medical
[28] team
[28] published
[25] ''
[23] research
[22] olihealthorg
[22] titled

Top Words in Tweet in G8:
[87] #meded
[36] #medtwitter
[27] #match2023
[25] medical
[23] awanrad
[23] #mededchat
[22] hi
[19] students
[18] excited
[18] apply

Top Words in Tweet in G9:
[97] #meded
[36] know
[34] third
[34] #americans
[34] don
[34] re
[34] #obesity
[34] #paramedic
[34] #ambulance
[34] #hospital

Top Words in Tweet in G10:
[84] #meded
[73] absteward
[53] #idtwitter
[36] #medtwitter
[26] #twitterx
[26] analysis
[21] antibioticsmdpi
[18] clinical
[18] skin
[18] sulbactam

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2631] #meded,#medtwitter
[1629] #bjhm,#meded
[1288] #medtwitter,#foamed
[609] #foamed,#meded
[495] pedscases,#bjhm
[492] #meded,#foamed
[404] patologcritica,#meded
[401] tachycardia,svt
[399] best,explanation
[399] explanation,supraventricular

Top Word Pairs in Tweet in G1:
[1574] #meded,#medtwitter
[1556] #bjhm,#meded
[861] #medtwitter,#foamed
[551] #foamed,#meded
[482] pedscases,#bjhm
[428] #meded,#foamed
[360] #meded,#tipsfornewdocs
[329] #tipsfornewdocs,#medstudenttwitter
[310] medinaz,academy
[296] academy,#bjhm

Top Word Pairs in Tweet in G2:
[407] #meded,#medtwitter
[356] #medtwitter,#foamed
[185] types,lung
[185] lung,inflammation
[120] medical,art
[113] #foamed,more
[103] brilliant,visual
[103] visual,breakdown
[103] breakdown,types
[103] inflammation,#meded

Top Word Pairs in Tweet in G3:
[348] #meded,#medtwitter
[320] patologcritica,#meded
[319] innov_medicine,best
[319] best,explanation
[319] explanation,supraventricular
[319] supraventricular,tachycardia
[319] tachycardia,svt
[319] svt,patologcritica
[319] #medtwitter,#cadiotwitter
[32] innov_medicine,radiological

Top Word Pairs in Tweet in G4:
[61] dr,notes
[59] notes,#meded
[59] #meded,#like
[58] #like,#book
[58] #book,#pdf
[27] #meded,#medtwitter
[27] #medtwitter,#meded
[24] narrative,reviews
[19] litr_ex,narrative
[15] #medtwitter,#foamed

Top Word Pairs in Tweet in G5:
[142] click,'alt'
[141] right,ventricular
[140] graphic,representation
[140] representation,#echofirst
[140] #echofirst,parameters
[140] parameters,assessment
[140] assessment,right
[140] ventricular,failure
[139] failure,click
[138] nephrop,graphic

Top Word Pairs in Tweet in G6:
[272] residency,hard
[272] hard,thread
[272] thread,going
[272] going,tell
[272] tell,make
[272] make,easier
[272] easier,subjective
[272] subjective,instead
[272] instead,ll
[271] rx_ed,residency

Top Word Pairs in Tweet in G7:
[22] research,team
[22] team,olihealthorg
[22] olihealthorg,published
[22] article,titled
[22] titled,''
[18] uwolivier14,research
[14] published,latest
[13] #meded,#medtwitter
[13] easy,step
[13] step,end

Top Word Pairs in Tweet in G8:
[17] excited,apply
[16] social,media
[15] hi,#medtwitter
[14] #meded,#medtw
[13] medical,students
[13] students,leverage
[13] leverage,social
[13] media,effectively
[12] effectively,check
[12] check,video

Top Word Pairs in Tweet in G9:
[34] third,#americans
[34] #americans,don
[34] don,know
[34] know,re
[34] re,#obesity
[34] #obesity,#paramedic
[34] #paramedic,#ambulance
[34] #ambulance,#hospital
[34] #hospital,#university
[27] #meded,#medtwitter

Top Word Pairs in Tweet in G10:
[19] absteward,antibioticsmdpi
[18] #idtwitter,#meded
[17] antibioticsmdpi,interim
[17] interim,analysis
[17] analysis,randomized
[17] randomized,controlled
[17] controlled,trial
[17] trial,colistin
[17] colistin,combined
[17] combined,sulbactam

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@drsaustun
@cbuyukcelik
@sizoyumkiben
@drpandoradr
@eastblood_mdoc
@tevkifat1661
@dthsn
@ya_meded
@med14bahar

Top Replied-To in G4:
@megan_el_brown
@chriswatling3
@withferguson

Top Replied-To in G6:
@jbenyacar
@rx_ed

Top Replied-To in G7:
@charter4values
@professorignima
@luckytran
@comm_in_care
@cdcgov
@amermedicalassn

Top Replied-To in G8:
@mededchat
@acpinternists
@inside_thematch

Top Replied-To in G10:
@continuumaep

Top Mentioned
Top Mentioned in Entire Graph:
@brownjhm
@innov_medicine
@pedscases
@paul_wischmeyer
@patologcritica
@imedverse
@internatwork
@nephrop
@rx_ed
@docscribbles

Top Mentioned in G1:
@brownjhm
@innov_medicine
@pedscases
@internatwork
@imedverse
@sarahthelyon
@thecfcomplaint
@manualomedicine
@critcultivation
@paul_wischmeyer

Top Mentioned in G2:
@paul_wischmeyer
@docscribbles
@innov_medicine
@ogdukeneurosurg
@medics_abusaif
@brownjhm
@runthelistpod
@brown
@uiowa_surgery
@critcultivation

Top Mentioned in G3:
@innov_medicine
@patologcritica
@radiologistpage
@paul_wischmeyer
@thenci
@ncicancerctrl
@brownjhm
@robhumblemd
@docscribbles
@pedscases

Top Mentioned in G4:
@journalofgme
@litr_ex
@imedverse
@acadmedjournal
@meded_journal
@harvardmacy
@jeanmb47
@mededdoc
@drnotes3
@thenrmp

Top Mentioned in G5:
@nephrop
@brownjhm
@mcw_nephrology
@innov_medicine
@patologcritica
@jmmr83
@thefellowoncall
@pedscases
@paul_wischmeyer
@critcultivation

Top Mentioned in G6:
@rx_ed
@brownjhm
@innov_medicine
@paul_wischmeyer
@seefisch
@tnicholsmd
@nephrop
@imedverse
@pedscases
@docscribbles

Top Mentioned in G7:
@olihealthorg
@uwolivier14
@comm_in_care
@ekutscher
@cdcdirector
@charter4values
@togetherwemask
@karakittenson
@ancirabecky
@msjulieslam

Top Mentioned in G8:
@awanrad
@iowamed
@mededchat
@inside_thematch
@washuimres
@brynmcmyers
@abbywuim
@saeystephanie
@wudeptmedicine
@erina_quinn

Top Mentioned in G9:
@journal_chest
@accpchest
@hepatologo_rco
@emedevents
@bariquins
@seguracardio
@hepatomares
@paul_wischmeyer
@bnrome
@thelancet

Top Mentioned in G10:
@absteward
@antibioticsmdpi
@iuidfellowship
@weskufel
@brownjhm
@drestheradler
@1min_idconsult
@bradspellberg
@drsteventchen
@ofidjournal

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@bob_stinson1234
@fabriciosx
@codewithtwitchi
@education_24x7
@tanyawarren
@awlasky
@bfmtv
@mentalhealthbo5
@sukeji_handa

Top Tweeters in G1:
@codewithtwitchi
@msep0003
@pash22
@hragy
@scieducation1
@mary_almog
@macoursd
@jl_rodriguez91
@amainsight
@hernangraffe

Top Tweeters in G2:
@michellelanious
@algosensata
@watergatesummer
@tomvarghesejr
@homisnocturnae
@rosenfieldclar1
@jtdh
@xtian_tuck
@iceman_ex
@kldguitaramp

Top Tweeters in G3:
@petra_jansa
@gibth
@earl_pikz
@anasjumare
@retnoirfianti
@loolboad
@betzateasesora
@dr_elahmadi
@wano_dyaaa
@ialeider

Top Tweeters in G4:
@natalie91231732
@shanbarnsley
@elizabuf
@andrewsuleh
@thartman2u
@ntdbfsc
@bc_storm_watch
@cryptovitas
@dr_babu
@millimyian

Top Tweeters in G5:
@jboylan
@lydia_rashid
@_amiir
@anymzcs
@anace710
@gust_1971
@wilkinsonjonny
@jmmr83
@echofirstb
@jminardi21

Top Tweeters in G6:
@ikaka98
@aizosamaki
@waleog
@djaguile_
@dyhsmdn
@claso10
@nikatsu
@stakang10
@mothers_first
@tnicholsmd

Top Tweeters in G7:
@hephaistos_ai
@b0tsci
@dozie2103
@tujyekunywa
@mackayim
@hanna_hurley
@scicommbot
@robincogan
@kamalfizazi
@propublica

Top Tweeters in G8:
@cancergeek
@the__hustlerguy
@sondrawomen
@urotoday
@eventcentralme
@abbywuim
@futuredocs
@virtute_usmleck
@jesusanampa
@jennybencardino

Top Tweeters in G9:
@education_24x7
@drdavidwarriner
@precisionmedbot
@drdaleneedham
@mayoclinic
@icurehab
@hanouf_rawdhan
@botenarm
@medicalnewsbot
@titabmr

Top Tweeters in G10:
@bbddpp
@evidencerobot
@jcgomezrincon
@smlungpathguy
@mvmd0908
@drgeeone
@fjmazorra
@absteward
@carnold_gi
@drsuegross


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