#medtwitter, Twitter, 12/8/2019 12:11:21 AM, 218359


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#medtwitter_2019-12-07_13-31-14.xlsx
#medtwitter_2019-12-07_13-31-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 08, 2019
Short Description:
#medtwitter via NodeXL http://bit.ly/2P2kN70
@mededbot
@shrutipatelmd
@dr_hempenstall
@manualomedicine
@docrunner1
@pedsmd2b
@jack_turban
@medpedshosp
@somedocs
@academicchatter

Top hashtags:
#medtwitter
#meded
#foamed
#usmle
#cardiotwitter
#somedocs

Description:
Description
The graph represents a network of 10,798 Twitter users whose recent tweets contained "#medtwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 22:10 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 47-minute period from Thursday, 28 November 2019 at 17:52 UTC to Saturday, 07 December 2019 at 21:39 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 : 10798
Unique Edges : 21193
Edges With Duplicates : 5753
Total Edges : 26946
Self-Loops : 2717
Reciprocated Vertex Pair Ratio : 0.0295767950546838
Reciprocated Edge Ratio : 0.0574542767411786
Connected Components : 907
Single-Vertex Connected Components : 557
Maximum Vertices in a Connected Component : 9050
Maximum Edges in a Connected Component : 24752
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.156221
Graph Density : 0.000185716971897982
Modularity : 0.682128
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 10,798 Twitter users whose recent tweets contained "#medtwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 22:10 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 47-minute period from Thursday, 28 November 2019 at 17:52 UTC to Saturday, 07 December 2019 at 21:39 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 : TwitterSearch
Graph Term : #medtwitter
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:
[56] https://academic.oup.com/ehjcr/advance-article/doi/10.1093/ehjcr/ytz210/5645377?esctwitter
[52] https://twitter.com/ip4pi/status/1201624289780412418
[24] https://clinicalproblemsolving.com/typhoid-fever/
[23] https://www.forbes.com/sites/jamessomauroo/2019/12/02/ada-health-launches-worlds-first-ai-powered-health-app-in-swahili/
[21] https://clinicalproblemsolving.com/%20dx-schema-hyponatremia/
[16] https://techcrunch.com/2019/12/02/amazon-debuts-automatic-speech-recognition-service-amazon-transcribe-medical/
[16] https://www.inverse.com/article/61402-tiny-artificial-neuron-could-lead-the-fight-against-chronic-brain-diseases
[15] https://www.mdjobsite.com/registration.cfm
[14] https://academic.oup.com/ehjcr/advance-article/doi/10.1093/ehjcr/ytz211/5645379?esctwitter
[14] https://www.independent.co.uk/news/health/prostate-cancer-surgery-ultrasound-men-treatment-study-a9229461.html

Top URLs in Tweet in G1:
[15] https://www.mdjobsite.com/registration.cfm
[12] https://www.hprime.com.au/
[9] http://H.Prime
[8] http://drbaligasinternalmedicinepodcasts.libsyn.com
[5] https://residentbolde.org/2019/07/04/the-fear/
[5] http://www.harvardmacy.org/index.php/hmi-courses/assessment
[5] https://twitter.com/_waleedshahid/status/1201888480223285249
[5] https://www.usatoday.com/story/money/food/2019/12/03/national-cookie-day-2019-where-get-free-cookies-deals/2590198001/
[4] https://johnsonfrancis.org/professional/echo-quiz-3/
[4] http://drbaligasinternalmedicinepodcasts.libsyn.com/

Top URLs in Tweet in G2:
[7] https://twitter.com/bmj_latest/status/1202945805843390465
[5] https://www.bicycling.com/health-nutrition/a29554218/girls-concussion-care-and-recovery-study/
[5] https://www.newswise.com/articles/a-knee-replacement-that-could-last-a-lifetime
[5] https://www.symplur.com/blog/does-a-physicians-social-media-impact-belong-on-their-cv/
[5] https://www.reuters.com/article/us-china-health-plague/china-reports-fourth-case-of-bubonic-plague-this-month-idUSKBN1Y20BI?feedType=RSS&feedName=healthNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FhealthNews+%28Reuters+Health+News%29
[4] https://twitter.com/ip4pi/status/1201624289780412418
[3] http://medpagetoday.com/publichealthpolicy/workforce/83576?trw=no
[3] http://ow.ly/GP9Q30lpNpN
[3] https://twitter.com/JArthroplasty/status/1197493535785836551
[3] https://www.fastlaynesolutions.com/

Top URLs in Tweet in G3:
[56] https://academic.oup.com/ehjcr/advance-article/doi/10.1093/ehjcr/ytz210/5645377?esctwitter
[35] https://twitter.com/ip4pi/status/1201624289780412418
[14] https://academic.oup.com/ehjcr/advance-article/doi/10.1093/ehjcr/ytz211/5645379?esctwitter
[5] https://osler.force.com/
[5] https://osler.force.com/s/feature-podcast
[3] https://twitter.com/nolanjimradial/status/1202180485415346181
[3] http://www.heraldopenaccess.us/fulltext/Nuclear-Medicine-Radiology-&-Radiation-Therapy/Dynamic-Ultrasound-for-Medial-Meniscus-Tear-Transverse.php
[3] https://www.youtube.com/watch?v=MAJ11gro-ZY

[2] https://www.creativebloq.com/features/graphic-design-trends-2020
[2] https://www.nuemblog.com/blog/angio-vs-needle-central-line

Top URLs in Tweet in G4:
[8] https://twitter.com/postgradw/status/1200887563436920838
[3] https://hbr.org/2019/11/the-costs-of-codeswitching
[2] https://twitter.com/DavidNHackney/status/1200379204719779840
[2] https://twitter.com/doctormromeo/status/1200865696177172485
[2] https://twitter.com/laceydurham/status/1200964450842484736
[2] https://twitter.com/mahad_minhas/status/1201157176045264897
[2] https://kaptest.com/usmle
[2] https://home.pearsonvue.com/ukfp
[1] https://www.youtube.com/watch?v=iNqvMmcXfpo&app=desktop

[1] https://twitter.com/IDdocAdi/status/1199086524899434497

Top URLs in Tweet in G5:
[1] https://twitter.com/RobForbesDJ/status/1198171947223461888
[1] https://www.youtube.com/watch?v=zeCcOdHiZJE&feature=youtu.be

[1] https://twitter.com/byninamartin/status/1202943070628503554
[1] https://twitter.com/okjvaisbien/status/1201186052779782146
[1] https://twitter.com/dshadowgazer/status/1202571871796903936
[1] https://twitter.com/ae_ajnabi_/status/1201546254519422991

Top URLs in Tweet in G6:
[20] https://clinicalproblemsolving.com/typhoid-fever/
[19] https://clinicalproblemsolving.com/%20dx-schema-hyponatremia/
[4] https://clinicalproblemsolving.com/iphone-app/
[3] https://wintercourseinfectiousdiseasefoundation.wildapricot.org/
[2] https://aac.asm.org/content/abbreviations-and-conventions
[2] https://twitter.com/ABsteward/status/1201443666981720064
[2] https://twitter.com/ABsteward/status/1202026925356724224
[2] https://www.idstewardship.com/top-new-idstewardship-journal-articles-november-2019/
[2] https://www.ahrq.gov/antibiotic-use/acute-care/four-moments/index.html
[2] https://clinicalproblemsolving.com/wp-content/uploads/2017/05/Dengue-IS.pdf

Top URLs in Tweet in G7:
[6] https://lachuletadeosler.com/2019/12/06/fundamentos-de-las-taquiarritmias/
[2] https://lachuletadeosler.com/2019/09/19/paralisis-de-bell/
[1] https://doi.org/10.1080/17453054.2019.1671168
[1] https://artibiotics.com/shop
[1] https://rafalafena.wordpress.com/2019/12/02/respuestas-al-caso-anterior-dolor-toracico-de-24-horas-de-evolucion-enfermedad-pericardica/
[1] https://twitter.com/JArthroplasty/status/1197493535785836551
[1] https://twitter.com/AJaggers324/status/1199521266362920961
[1] https://www.youtube.com/watch?v=XQ7zh5rdu6o&feature=youtu.be


Top URLs in Tweet in G8:
[3] https://aroramedicaleducation.co.uk/the-plab-2-exam-what-it-is-and-how-to-prepare/
[2] https://threadreaderapp.com/thread/1202983490859470849.html
[2] https://aroramedicaleducation.co.uk/the-csa-exam-what-it-is-and-how-to-prepare/
[2] https://aroramedicaleducation.co.uk/the-plab-1-exam-what-to-expect-and-how-to-prepare/
[2] https://aroramedicaleducation.co.uk/10-game-changers-to-beat-exam-fear/
[2] https://aroramedicaleducation.co.uk/the-akt-exam-what-it-is-and-how-to-prepare/
[2] https://aroramedicaleducation.co.uk/the-gp-stage-3-assessment-what-it-is-and-how-to-prepare/
[2] https://aroramedicaleducation.co.uk/how-to-get-into-uk-gp-training-uk-trained-or-img-doctor/
[2] https://aroramedicaleducation.co.uk/10-key-tips-to-pass-your-csa-exam/
[1] https://www.youtube.com/watch?v=Gqypkn9jIuw&feature=youtu.be


Top URLs in Tweet in G9:
[3] https://twitter.com/NatashaBhuyan/status/1200442547778154496
[1] https://twitter.com/amydjohn/status/1202044689765019648
[1] https://www.sandiegouniontribune.com/sdut-army-nurse-recalls-attack-on-pearl-harbor-2003dec07-story.html
[1] https://twitter.com/lab_shenanigans/status/1203365322826366976
[1] https://twitter.com/MaraGordonMD/status/1202275338291728384
[1] https://twitter.com/gradydoctor/status/1202331079140630540
[1] https://www.barnesandnoble.com/w/dermatology-and-dermatological-therapy-of-pigmented-skins-rebat-halder/1103273850
[1] https://www.cnbc.com/2019/12/01/omada-health-is-seeking-solutions-for-clash-of-doctors-and-techies.html?mc_cid=2a753e5199&mc_eid=20990f21ce
[1] https://twitter.com/thequeenmuse1/status/1199879645652508672
[1] https://twitter.com/nbcnews/status/1202297479556993024

Top URLs in Tweet in G10:
[3] https://twitter.com/garrytan/status/1202081349517107200
[2] https://threader.app/thread/1201216548909670401
[2] https://twitter.com/psforscher/status/1202698798272827400
[1] https://twitter.com/chrissyfarr/status/1200847274118537216
[1] https://threader.app/thread/1202983490859470849
[1] https://twitter.com/LennaHowells/status/1200175868447993861
[1] https://twitter.com/amcollsurgeons/status/1202362288684044289

Top Domains
Top Domains in Tweet in Entire Graph:
[957] twitter.com
[105] youtube.com
[79] oup.com
[64] co.uk
[59] clinicalproblemsolving.com
[37] lww.com
[35] ow.ly
[33] forbes.com
[28] libsyn.com
[27] jamanetwork.com

Top Domains in Tweet in G1:
[190] twitter.com
[32] youtube.com
[26] libsyn.com
[20] johnsonfrancis.org
[18] residentbolde.org
[16] co.uk
[15] mdjobsite.com
[12] com.au
[12] harvardmacy.org
[12] lww.com

Top Domains in Tweet in G2:
[100] twitter.com
[22] medpagetoday.com
[9] fastlaynesolutions.com
[6] youtube.com
[5] bicycling.com
[5] newswise.com
[5] forbes.com
[5] symplur.com
[5] reuters.com
[4] ow.ly

Top Domains in Tweet in G3:
[74] oup.com
[58] twitter.com
[10] force.com
[4] johnsonfrancis.org
[4] youtube.com
[3] creativebloq.com
[3] rebelem.com
[3] clinicalproblemsolving.com
[3] heraldopenaccess.us
[2] blogspot.com

Top Domains in Tweet in G4:
[109] twitter.com
[17] dailymedicaltrivia.com
[7] youtube.com
[5] boardvitals.com
[4] cnbc.com
[3] hbr.org
[2] elsevierhealth.com
[2] medscape.com
[2] lww.com
[2] sciencedirect.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] youtube.com

Top Domains in Tweet in G6:
[53] clinicalproblemsolving.com
[27] twitter.com
[5] humandx.org
[4] oup.com
[3] springer.com
[3] jamanetwork.com
[3] ahrq.gov
[3] amazon.com
[3] wildapricot.org
[2] asm.org

Top Domains in Tweet in G7:
[8] lachuletadeosler.com
[2] twitter.com
[1] doi.org
[1] artibiotics.com
[1] wordpress.com
[1] youtube.com

Top Domains in Tweet in G8:
[23] co.uk
[23] youtube.com
[2] threadreaderapp.com
[1] twitter.com

Top Domains in Tweet in G9:
[34] twitter.com
[1] sandiegouniontribune.com
[1] barnesandnoble.com
[1] cnbc.com
[1] ottawaheart.ca
[1] khn.org
[1] medium.com

Top Domains in Tweet in G10:
[8] twitter.com
[3] threader.app

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7374] medtwitter
[1599] meded
[1008] foamed
[560] usmle
[457] cardiotwitter
[406] somedocs
[346] medstudenttwitter
[265] medstudents
[256] cognitivebias
[248] psychtwitter



Top Hashtags in Tweet in G1:
[1142] medtwitter
[378] meded
[127] somedocs
[113] medstudenttwitter
[110] foamed
[71] womeninmedicine
[69] cardiotwitter
[60] academicchatter
[50] academictwitter
[47] medicaleducation

Top Hashtags in Tweet in G2:
[704] medtwitter
[148] orthotwitter
[51] medstudenttwitter
[49] meded
[40] hiv
[39] medicine
[33] therapy
[33] pharma
[27] somedocs
[26] demec2019

Top Hashtags in Tweet in G3:
[494] medtwitter
[268] cardiotwitter
[148] foamed
[113] ecg
[99] meded
[54] pocus
[51] acs
[39] somedocs
[38] echofirst
[35] somepatients

Top Hashtags in Tweet in G4:
[675] medtwitter
[45] medstudenttwitter
[28] nursetwitter
[27] meded
[12] medicine
[10] healthcare
[9] womeninmedicine
[9] medical
[9] foamed
[8] somedocs

Top Hashtags in Tweet in G5:
[171] medtwitter
[24] medical
[19] meded
[6] medhumor
[6] pharmacology
[4] endocrinology
[3] mbbs
[2] diabetesawareness
[2] lifeofamedicalstudent
[2] tuberculosis

Top Hashtags in Tweet in G6:
[256] medtwitter
[65] idtwitter
[33] foamed
[31] icu
[31] fevers
[30] meded
[10] twitterx
[9] usmle
[7] medstudenttwitter
[6] medicine

Top Hashtags in Tweet in G7:
[557] meded
[537] medtwitter
[493] foamed
[483] usmle
[33] radres
[22] cartoon
[22] surgeon
[10] foam
[10] enarm
[9] medicina

Top Hashtags in Tweet in G8:
[51] medtwitter
[49] meded
[47] foamed
[45] medicaleducation
[45] canpasswillpass
[4] medthread
[4] tweetorial
[2] lchf
[1] usmle
[1] cardiotwitter

Top Hashtags in Tweet in G9:
[326] medtwitter
[88] academicchatter
[87] followfriday
[86] somedocs
[85] phdchat
[47] blackfriday
[36] ff
[33] worldaidsday
[33] prep
[22] worstblackfridaysaleever

Top Hashtags in Tweet in G10:
[206] medstudents
[206] cognitivebias
[205] diagnosticerrors
[29] medtwitter
[4] meded
[3] patientsafety
[3] tweetorial
[1] epitwitter
[1] medthread
[1] lchf

Top Words
Top Words in Tweet in Entire Graph:
[13807] Words in Sentiment List#1: Positive
[11892] Words in Sentiment List#2: Negative
[135] Words in Sentiment List#3: Angry/Violent
[383918] Non-categorized Words
[409621] Total Words
[14036] #medtwitter
[2639] #meded
[1867] more
[1854] s
[1573] #foamed

Top Words in Tweet in G1:
[2024] #medtwitter
[630] #meded
[289] s
[233] #somedocs
[202] out
[193] more
[182] #medstudenttwitter
[179] here
[159] #foamed
[157] know

Top Words in Tweet in G2:
[1382] #medtwitter
[286] s
[274] #orthotwitter
[222] patient
[183] 3
[149] more
[142] #foamed
[133] here
[130] patients
[123] medical

Top Words in Tweet in G3:
[900] #medtwitter
[434] #cardiotwitter
[250] #foamed
[192] #meded
[134] diagnosis
[129] em_resus
[119] #ecg
[108] #echofirst
[106] #radialfirst
[99] smithecgblog

Top Words in Tweet in G4:
[675] #medtwitter
[64] t
[61] s
[58] medical
[53] patient
[50] time
[45] out
[45] #medstudenttwitter
[41] today
[40] patients

Top Words in Tweet in G5:
[914] students
[910] more
[655] #medtwitter
[459] med
[459] need
[458] times
[455] 3x
[455] suicide
[455] counterparts
[455] general

Top Words in Tweet in G6:
[780] #medtwitter
[430] #idtwitter
[290] new
[184] esicm
[184] escmid
[147] escalation
[133] patients
[131] alexist
[129] antimicrobial
[120] youricm

Top Words in Tweet in G7:
[679] #medtwitter
[602] #foamed
[601] #meded
[586] #usmle
[218] differential
[180] diagnosis
[122] fever
[100] causes
[98] noninfectious
[79] nephron

Top Words in Tweet in G8:
[706] 2
[702] diabetes
[701] type
[432] #medtwitter
[386] 1
[382] wondered
[382] #medthread
[382] #tweetorial
[350] 16
[350] doctors

Top Words in Tweet in G9:
[452] #medtwitter
[298] s
[131] follow
[106] academicchatter
[102] retweet
[100] #academicchatter
[99] 5
[98] 1
[95] everyone
[89] 2

Top Words in Tweet in G10:
[428] cognitive
[428] clinical
[412] medicine
[408] bias
[283] #medtwitter
[224] biases
[209] now
[208] 1
[208] #tweetorial
[206] love

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[846] #meded,#foamed
[739] #meded,#medtwitter
[728] type,2
[724] 2,diabetes
[619] #usmle,#medtwitter
[612] #foamed,#usmle
[576] medical,students
[561] #medtwitter,#meded
[558] med,students
[532] better,#medtwitter

Top Word Pairs in Tweet in G1:
[222] #meded,#medtwitter
[136] #medtwitter,#meded
[88] #medtwitter,#somedocs
[76] #meded,#foamed
[73] #medtwitter,#medstudenttwitter
[62] hey,#medtwitter
[57] #somedocs,#medtwitter
[55] don,t
[47] #medtwitter,#epitwitter
[42] #womeninmedicine,#medtwitter

Top Word Pairs in Tweet in G2:
[142] #orthotwitter,#medtwitter
[112] xr,neg
[110] #medtwitter,#foamed
[106] #medtwitter,#orthotwitter
[84] elson,test
[69] #medtwitter,#meded
[67] central,slip
[60] #medtwitter,#some
[57] 1,3
[57] examine,patient

Top Word Pairs in Tweet in G3:
[331] #cardiotwitter,#medtwitter
[92] #medtwitter,#foamed
[86] #meded,#medtwitter
[78] #echofirst,#cardiotwitter
[77] diagnosis,#cardiotwitter
[75] #medtwitter,ase360
[74] #openaccess,#ehjcasereports
[74] #ehjcasereports,#esccot
[74] #esccot,#escardioed
[61] #ecg,smithecgblog

Top Word Pairs in Tweet in G4:
[35] #medtwitter,#medstudenttwitter
[24] don,t
[17] #medstudenttwitter,suggested
[17] suggested,answer
[15] #nursetwitter,#medtwitter
[11] hey,#medtwitter
[10] #medtwitter,#meded
[9] #meded,#medtwitter
[9] #medtwitter,#nursetwitter
[7] medical,school

Top Word Pairs in Tweet in G5:
[459] med,students
[455] students,3x
[455] 3x,more
[455] more,suicide
[455] suicide,counterparts
[455] counterparts,general
[455] general,population
[455] population,three
[455] three,times
[455] times,more

Top Word Pairs in Tweet in G6:
[360] #idtwitter,#medtwitter
[117] critically,ill
[116] new,alexist
[116] alexist,marcleone8
[116] marcleone8,garnachojose
[116] garnachojose,jeroenschouten3
[116] jeroenschouten3,drjordirello
[116] drjordirello,jasonroberts_pk
[116] jasonroberts_pk,youricm
[116] youricm,antimicrobial

Top Word Pairs in Tweet in G7:
[546] #meded,#foamed
[539] #foamed,#usmle
[539] #usmle,#medtwitter
[147] differential,diagnosis
[122] fever,#meded
[98] diagnosis,noninfectious
[98] noninfectious,causes
[98] causes,fever
[79] nephron,physiology
[79] physiology,#meded

Top Word Pairs in Tweet in G8:
[701] type,2
[701] 2,diabetes
[382] #medthread,#tweetorial
[382] #tweetorial,#medtwitter
[350] 1,16
[350] 16,wondered
[350] wondered,doctors
[350] doctors,people
[350] people,type
[350] diabetes,getting

Top Word Pairs in Tweet in G9:
[94] #medtwitter,#academicchatter
[91] retweet,s
[88] #academicchatter,#phdchat
[84] #phdchat,academicchatter
[84] academicchatter,#somedocs
[83] #followfriday,#medtwitter
[81] 4,follow
[81] follow,everyone
[81] everyone,5
[81] 5,retweet

Top Word Pairs in Tweet in G10:
[409] clinical,medicine
[224] cognitive,biases
[206] #medstudents,#cognitivebias
[206] #cognitivebias,#diagnosticerrors
[205] biases,clinical
[204] 1,cognitive
[204] cognitive,bias
[204] bias,clinical
[204] medicine,love
[204] love,teaching

Top Replied-To
Top Replied-To in Entire Graph:
@karenerrichetti
@barttels2
@stanfordpsy
@cclaremdmph
@doctornikkid
@sarah_mojarad
@pedsmd2b
@hopkinsmedicine
@medpedshosp
@emily_fri

Top Replied-To in G1:
@karenerrichetti
@mloxton
@drjrmarcelin
@alvie_barr
@kevinmd
@etsshow
@dunivangc
@medpedshosp
@meganranney
@lead_coalition

Top Replied-To in G2:
@pedsmd2b
@sarah_mojarad
@drgalenmd
@abel_livingston
@javmo205
@saidamy2
@burnoutmd
@francesmotley
@iddocadi
@drvangalen

Top Replied-To in G3:
@emily_fri
@ktamirisamd
@anastasiasmihai
@lvselbs
@smithecgblog
@applecard
@dralexshehata
@teaandreverie
@medpedshosp
@chadinabhan

Top Replied-To in G4:
@psychicdiction

Top Replied-To in G5:
@drvivekjoshi007

Top Replied-To in G6:
@ajwpharm
@alexist
@atscommunity
@jdcooperid
@amykotsenas
@paulsaxmd
@gimapreceptor
@pgyfun
@sree
@dxrxedu

Top Replied-To in G9:
@karenerrichetti
@cclaremdmph
@dissanaikemd
@michael_rntopa
@amygdalamd
@docfingerguns
@mkittlesonmd
@minaleent
@eceel_ee
@jonasattilus

Top Replied-To in G10:
@jainnitk
@azeem
@charlesfoxiv
@glemack

Top Mentioned
Top Mentioned in Entire Graph:
@esicm
@escmid
@academicchatter
@alexist
@em_resus
@youricm
@tiledpharmd
@marcleone8
@garnachojose
@jeroenschouten3

Top Mentioned in G1:
@somedocs
@academicchatter
@dr_uche_bee
@choo_ek
@kristinadzara
@drhowardliu
@drquinncapers4
@brighamwomens
@jesstrier
@drcorriel

Top Mentioned in G2:
@drjengunter
@forbes
@amermedicalassn
@sciam
@nejm
@bota_uk
@mayoclinic
@symplur
@drsarahhal

Top Mentioned in G3:
@em_resus
@smithecgblog
@ase360
@johncamm
@butterflynetinc
@cardioreg
@drankitkpatel
@ankitapatelmd
@mswami001
@zainkhakwani

Top Mentioned in G4:
@backlode

Top Mentioned in G5:
@memecitis
@shreyayaya
@nejm

Top Mentioned in G6:
@esicm
@escmid
@alexist
@youricm
@marcleone8
@garnachojose
@jeroenschouten3
@drjordirello
@jasonroberts_pk
@taescmid

Top Mentioned in G7:
@ctisus
@rafalafena
@grepmeded
@manualomedicine

Top Mentioned in G8:
@docrunner1
@llcoolj

Top Mentioned in G9:
@academicchatter
@karenerrichetti
@amydjohn
@cwhhs
@jpbrown5
@dshadowgazer
@shannontapiamd
@abcsharktank
@ayshaslam999
@drfolamay

Top Mentioned in G10:
@anantbhan
@thebma
@tea_empathynhs
@dr_hempenstall
@drgerrylee
@varunphadke2
@jenniferspicer4
@docrunner1
@academicchatter
@jaredgiordano1

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@alllibertynews
@dichristine
@piyuanker12
@rk70534
@kat4obama
@independent
@evankirstel
@_redfrog
@billm9

Top Tweeters in G1:
@lizditz
@calcaware
@jjj5819
@inpoco
@natricer
@roseannebyrne
@janniaragon
@wsj
@femtech_
@mjoehlerich

Top Tweeters in G2:
@shalisa_renee
@blogdiva
@debeauxos1
@slate
@blackswan725
@815wrldtrvlr
@scopedbylarry
@ebbi_onelove
@bsupimp
@dunnclan

Top Tweeters in G3:
@osvaldoalcants
@saludhealthinfo
@drshahrul80
@mdaware
@hragy
@wordfinga
@exerciseworks
@gadiooumoul
@michalboni
@drskharlamov

Top Tweeters in G4:
@fmcqueen31
@danielf90
@hcambero
@markwwilsonmd
@kyraproulx
@norcoslinger
@awithonelison
@madsyamada
@ybartolovic
@dyod0rant

Top Tweeters in G5:
@minhkular
@mreverything_22
@_paulm
@muralipiyer
@itssumiyya
@atrivandi
@jboyded
@varibar02_dr
@isktweets
@the_bby__

Top Tweeters in G6:
@_redfrog
@threadreaderapp
@dismisstrump
@markmilleritpro
@syarifahfatin_
@thinkalot
@researchmrx
@pharmacypodcast
@marianmme16513
@wendelltulay

Top Tweeters in G7:
@billnigh
@franceafrik
@uchmoni
@saudi_pharma_07
@iddannerck
@chichodisanto
@davipc19
@famartinez2001
@francisc0dehesa
@bsmhtt_

Top Tweeters in G8:
@josordoni
@rhh
@julestw9
@aimeejasmin
@cm_bagot
@ummumairah
@discostew66
@itsjillgardner
@kayan2727
@_eleanorina

Top Tweeters in G9:
@taatjenethomas
@jorg3395
@trundlebedtales
@shereesepubhlth
@bassrck4
@t1g3rl1ly
@jaydookie1
@spacekatia
@nazgul
@jhill_2015

Top Tweeters in G10:
@gsurya
@vgliatti
@grumpeoldman
@mangobwoy
@jojo_le_doc
@_nairfyi
@jimmyroybloom
@diolchgar
@indrani_s
@anantbhan