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meded_2019-08-13_09-21-43.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Description:
Description
The graph represents a network of 4,382 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 Tuesday, 13 August 2019 at 16:23 UTC.

The requested start date was Monday, 12 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 10-hour, 32-minute period from Thursday, 08 August 2019 at 13:27 UTC to Monday, 12 August 2019 at 00:00 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 : 4382
Unique Edges : 6241
Edges With Duplicates : 2575
Total Edges : 8816
Number of Edge Types : 3
Mentions : 7472
Replies to : 255
Tweet : 1089
Self-Loops : 1089
Reciprocated Vertex Pair Ratio : 0.0439140811455847
Reciprocated Edge Ratio : 0.0841335162322817
Connected Components : 321
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 3347
Maximum Edges in a Connected Component : 7233
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.159376
Graph Density : 0.0003417625027204
Modularity : 0.660101
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[34] https://twitter.com/janetmariewong/status/1159224220456386561
[23] http://www.doc2dubai.com
[17] https://signin.hematology.org/Login.aspx?vi=9&vt=a6d88df86b1da1a0f207eeddf9874dc3fddbb8fcd51d17c385d8da612c619b9384840b2e1490e02cfd68fe38305f81bd3363ced4782188dda9c263d7da4a5e26b674a79904f9b41bf6a7fc6080115ca258386ffebe6006d8bc8b335d01c9b913&DPLF=Y
[16] https://livestream.com/debakey/events/8714109
[13] http://www.rafaelgrossmann.com/
[13] https://www.idstewardship.com/icymi-top-idstewardship-journal-articles-just-released-july-2019/
[10] https://asecondopinionpodcast.com/?utm_source=Twitter
[10] Ads&utm_medium=cpc&utm_campaign=A
[10] Second
[10] Opinion&utm_term=Healthcare&utm_content=Advertising

Top URLs in Tweet in G1:
[6] https://newsroom.royalcollege.ca/first-international-partner-achieves-royal-college-accredited-program-status/
[5] https://twitter.com/gradydoctor/status/1159668169721679872
[3] https://bit.ly/2xNbQoH?utm_source=twitter&utm_medium=acadmedjournal&utm_content=0a956b28-9454-4d05-bdb9-03430923f2ef
[3] https://twitter.com/casemacmse/status/1158743307402600454
[3] https://twitter.com/ICREConf/status/1158835484724015104
[3] http://www.royalcollege.ca/rcsite/events/icre-registration-e
[3] https://twitter.com/NBLUniv/status/1159585762716901377
[3] https://twitter.com/idahocom/status/1159124627563565056
[2] https://www.harvardmacy.org/index.php/hmi/learners-following-suit
[2] https://twitter.com/an_leavy/status/1160347944446390273

Top URLs in Tweet in G2:
[23] http://www.doc2dubai.com
[8] https://www.amazon.com/gp/product/1548053821/ref=as_li_qf_sp_asin_il_tl?ie=UTF8&tag=atelier68-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1548053821&linkId=b1356143b35b6e967fec30ccbdbbbc61
[7] https://www.rockymountainim.com/research
[6] https://www.meded101.com/seizure-medication/
[6] http://www.rafaelgrossmann.com/
[6] https://www.middleeastmedicalportal.com/events/
[6] http://meded101.com
[5] https://www.reddit.com/r/nutrition/comments/coodth/help_with_diet_on_ship/
[5] https://www.rockymountainim.com/registration
[4] https://www.reddit.com/r/nutrition/comments/corqqy/oats_vegs/

Top URLs in Tweet in G3:
[1] https://tiny.cc/Welcome-Med-School-1
[1] https://www.nejm.org/doi/full/10.1056/NEJMp1904482?cookieSet=1
[1] https://creativemeddoses.com/
[1] https://creativemeddoses.com/topics-list/apoptosis-the-programmed-cell-death/
[1] https://creativemeddoses.com/topics-list/dilated-cardiomyopathy-most-common-cause/
[1] https://twitter.com/MedStudentChat/status/1158769703554338818
[1] https://twitter.com/amcollegegastro/status/1159507564801003521
[1] https://twitter.com/gradydoctor/status/1159668169721679872
[1] https://www.nytimes.com/2019/08/06/magazine/should-patients-be-allowed-to-choose-or-refuse-doctors-by-race-or-gender.html
[1] https://twitter.com/choo_ek/status/1159687689475522560

Top URLs in Tweet in G4:
[8] http://www.learntheheart.com/cardiology-review/mitral-stenosis/introduction-and-etiology/
[3] https://dryeyecoach.com/
[3] http://www.learntheheart.com/cardiology-review/cardiology-mnemonics/
[2] http://www.learntheheart.com/cardiology-review/cardiology-guidelines/
[2] http://rebelem.com/a-new-pulseless-electrical-activity-algorithm/
[1] http://www.emdocs.net/abdominal-compartment-syndrome-pearls-pitfalls/
[1] https://jamanetwork.com/journals/jama/fullarticle/2740724?_branch_match_id=563674571346230689
[1] https://www.rheumatologynetwork.com/article/it-axspa-or-just-simple-case-pelvic-pain?_branch_match_id=563674571346230689
[1] http://www.learntheheart.com/cardiology-review/atrial-fibrillation/
[1] https://pharmacologyreview.com/2018/05/14/omeprazole-prilosec-proton-pump-inhibitor/

Top URLs in Tweet in G5:
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/ecin.12819?cookieSet=1
[2] https://ir.shareaholic.com/e?a=1&u=https://www.health.harvard.edu/blog/kratom-fear-worthy-foliage-or-beneficial-botanical-2019080717466%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://www.medscape.com/viewarticle/915546?src=soc_tw_share
[1] https://jamanetwork.com/journals/jama/fullarticle/2748398?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=081019#.XU9g38BiaRg.twitter
[1] https://drive.google.com/drive/u/1/folders/1ecrAr8m4Oe5AYN5k9qNU_dwyZ1gmOX_Q
[1] https://www.newyorker.com/culture/annals-of-inquiry/why-doctors-should-organize
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/pon.5077#.XLieKY2iV1o.twitter

Top URLs in Tweet in G6:
[2] https://twitter.com/meinacademy/status/1159366684987265025
[2] https://twitter.com/marinasoltan_/status/1159723827015966720
[2] https://twitter.com/qeuhanaesthesia/status/1157961724043104257
[1] https://www.ncbi.nlm.nih.gov/pubmed/31272937
[1] https://twitter.com/prof_nch/status/1159434985297862657
[1] https://twitter.com/monashnutrition/status/1159736095212539904
[1] https://journals.sagepub.com/doi/full/10.1177/2382120519849409
[1] https://twitter.com/fy1buddy/status/1149990160265818114
[1] https://twitter.com/mikaelastiver/status/1159859796348157952
[1] https://www.acponline.org/cme-moc/online-learning-center/getting-it-right-cases-to-improve-diagnosis

Top URLs in Tweet in G7:
[7] http://www.rafaelgrossmann.com/
[3] https://twitter.com/slacip17/status/1160285962997501952
[3] https://podcasts.apple.com/us/podcast/vanderbilt-internal-medicine-residency-podcast/id1447141627
[2] https://twitter.com/icu_management/status/1160116086202916864
[2] https://onlinelibrary.wiley.com/doi/abs/10.1111/jth.14590
[2] https://twitter.com/jthlam/status/1159573819062988802
[1] https://twitter.com/PatriciaWu3/status/1160061485151686656
[1] https://twitter.com/ButterflyNetInc/status/1160024249211314176
[1] https://twitter.com/andrewmibrahim/status/1159474391207567365
[1] https://healthmanagement.org/c/icu/issuearticle/big-data-and-hidden-subtypes-of-sepsis

Top URLs in Tweet in G8:
[6] https://www.youtube.com/channel/UCcb6O5tnEtSL5a_UeaoJyoA/videos
[5] https://medicalterminologyblog.com/exploring-medical-language-2/
[2] https://twitter.com/Sarah_Mojarad/status/1159010798238179330
[2] https://www.globalmeded.com.au/
[2] https://www.strelcheck.com/2019/08/08/life-after-residency-securing-your-first-job/
[1] https://twitter.com/cookuro/status/1159453976221368320
[1] http://emjreviews.com/therapeutic-area/respiratory/
[1] http://www.cmecoalition.org/news/cms-adopts-cme-coalition-recommendation-to-align-qi-cme-with-fda-rems-cme
[1] https://www.nbcnews.com/health/heart-health/healthy-blood-pressure-both-numbers-matter-n1030851
[1] http://www.residentfatigue.ca/mssites/frm/PDF/Fatigue-Risk-Management-Toolkit-WEB5.pdf

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/29637414/
[1] https://twitter.com/ilanarosman/status/1159862137017315328
[1] https://twitter.com/ilanarosman/status/1159865581362958336
[1] https://twitter.com/DrQuinnCapers4/status/1160290635225563136
[1] https://emeunet.eular.org/epidemiology.cfm
[1] https://emeunet.eular.org/win_osteoarthritis.cfm

Top URLs in Tweet in G10:
[2] https://twitter.com/i/moments/1081233382510608384
[2] https://link.chtbl.com/curbsiders
[1] https://twitter.com/usnehal/status/1148145534189920260
[1] https://www.gold-foundation.org/newsroom/blog/2019-summer-reading-for-compassionate-clinicians/
[1] https://mednews.hofstra.edu/index.php/2019/08/05/zucker-school-of-medicine-welcomes-ninth-class-of-medical-students/
[1] https://twitter.com/nephondemand/status/1082334746208882690?s=20
[1] https://anchor.fm/nephondemand
[1] https://twitter.com/mylesudland/status/1159214708764942340
[1] http://viewer.zmags.com/publication/e8b2deea#/e8b2deea/44
[1] https://twitter.com/austindopp/status/1160208404809494528

Top Domains
Top Domains in Tweet in Entire Graph:
[404] twitter.com
[195] reddit.com
[50] careerarc.com
[30] meded101.com
[28] youtube.com
[25] livestream.com
[24] ohtwist.com
[23] doc2dubai.com
[23] nih.gov
[20] hematology.org

Top Domains in Tweet in G1:
[81] twitter.com
[11] royalcollege.ca
[10] bit.ly
[8] lww.com
[8] nih.gov
[6] harvardmacy.org
[4] ow.ly
[3] tandfonline.com
[3] linkedin.com
[3] sonosite.com

Top Domains in Tweet in G2:
[195] reddit.com
[58] twitter.com
[37] careerarc.com
[30] meded101.com
[23] doc2dubai.com
[16] rockymountainim.com
[14] middleeastmedicalportal.com
[8] amazon.com
[6] rafaelgrossmann.com
[5] youtu.be

Top Domains in Tweet in G3:
[12] twitter.com
[3] creativemeddoses.com
[1] tiny.cc
[1] nejm.org
[1] nytimes.com
[1] va.gov
[1] doximity.com
[1] hmscme.com
[1] apple.com
[1] spotify.com

Top Domains in Tweet in G4:
[14] learntheheart.com
[3] dryeyecoach.com
[2] emdocs.net
[2] rebelem.com
[1] jamanetwork.com
[1] rheumatologynetwork.com
[1] pharmacologyreview.com

Top Domains in Tweet in G5:
[3] wiley.com
[2] shareaholic.com
[1] medscape.com
[1] jamanetwork.com
[1] google.com
[1] newyorker.com

Top Domains in Tweet in G6:
[16] twitter.com
[2] improvediagnosis.org
[1] nih.gov
[1] sagepub.com
[1] acponline.org

Top Domains in Tweet in G7:
[16] twitter.com
[7] rafaelgrossmann.com
[3] apple.com
[2] wiley.com
[1] healthmanagement.org
[1] lww.com
[1] biomedcentral.com
[1] oup.com
[1] sciencealert.com
[1] vimeo.com

Top Domains in Tweet in G8:
[28] twitter.com
[8] youtube.com
[8] medicalterminologyblog.com
[5] careerarc.com
[3] com.au
[3] nih.gov
[2] nbcnews.com
[2] co.uk
[2] medschooltutors.com
[2] strelcheck.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] eular.org
[1] nih.gov

Top Domains in Tweet in G10:
[8] twitter.com
[2] chtbl.com
[2] mailchi.mp
[1] gold-foundation.org
[1] hofstra.edu
[1] anchor.fm
[1] zmags.com
[1] linkedin.com
[1] chicagotribune.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2784] meded
[531] foamed
[346] medtwitter
[241] health
[224] hcsm
[180] nutrition
[180] healthcare
[172] life
[172] cardioed
[170] digitalhealth



Top Hashtags in Tweet in G1:
[408] meded
[68] mededchat
[37] foamed
[33] medtwitter
[18] hmichat
[17] hpe
[17] icre2019
[15] somedocs
[14] some_week
[13] leadership

Top Hashtags in Tweet in G2:
[665] meded
[206] health
[196] hcsm
[178] nutrition
[172] life
[166] digitalhealth
[147] healthy
[145] healthcare
[133] foamed
[125] 4patients

Top Hashtags in Tweet in G3:
[81] meded
[47] medtwitter
[44] womeninmedicine
[15] somedocs
[14] medstudenttwitter
[11] foamed
[10] heforshe
[9] medicalstudents
[8] girlmedtwitter
[8] ilooklikeasurgeon

Top Hashtags in Tweet in G4:
[233] meded
[196] foamed
[140] cardioed
[77] cardiotwitter
[61] foamrx
[46] usmle
[33] foamped
[33] pediatrics
[16] ecg
[7] medtwitter

Top Hashtags in Tweet in G5:
[163] cannabis
[18] opioid
[18] kratom
[11] meded
[10] chronicpain
[10] opiates
[9] opiate
[8] medtwitter
[4] foamed
[2] addiction

Top Hashtags in Tweet in G6:
[49] meded
[42] ifaa2019
[23] anatomy
[6] anated
[6] ican
[5] leadership
[4] anatsome
[4] nclmed1
[4] onepageanatomy
[4] snapchat

Top Hashtags in Tweet in G7:
[84] meded
[32] pocus
[29] butterflyiq
[19] sepsis
[15] survivingsepsis
[11] medtwitter
[8] cardiotwitter
[7] physical
[6] speedmentoring
[4] walkingmeeting

Top Hashtags in Tweet in G8:
[116] meded
[10] healthcare
[10] medtwitter
[8] health
[7] healthtalk
[6] healthquestions
[6] drwhaley
[6] cancered
[5] medicalterminology
[4] gpcpd

Top Hashtags in Tweet in G9:
[44] meded
[10] medtwitter
[10] pain
[9] whatisnew
[6] osteoarthritis
[5] medicine
[4] gratitude
[4] residency
[3] neurology
[3] foamed

Top Hashtags in Tweet in G10:
[48] meded
[8] journey
[8] compassionate
[8] communications
[7] some
[7] medtwitter
[5] nephtwitter
[5] pocus
[5] bugeriatrics
[4] empathy

Top Words
Top Words in Tweet in Entire Graph:
[4020] Words in Sentiment List#1: Positive
[1781] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[110417] Non-categorized Words
[116218] Total Words
[2787] #meded
[531] #foamed
[431] medical
[423] s
[346] #medtwitter

Top Words in Tweet in G1:
[410] #meded
[68] #mededchat
[60] medical
[60] out
[53] work
[50] more
[48] great
[43] harvardmacy
[40] learning
[40] students

Top Words in Tweet in G2:
[665] #meded
[207] #health
[196] #hcsm
[178] #nutrition
[172] #life
[166] #digitalhealth
[147] #healthy
[145] #healthcare
[133] #foamed
[127] ahomeremedyfor

Top Words in Tweet in G3:
[81] #meded
[78] t
[77] medical
[73] don
[73] programs
[72] sarah_mojarad
[71] wellness
[70] school
[69] unpopular
[69] opinion

Top Words in Tweet in G4:
[233] #meded
[196] #foamed
[179] manualomedicine
[140] #cardioed
[78] complications
[78] following
[78] myocardial
[78] infarction
[77] #cardiotwitter
[68] properties

Top Words in Tweet in G5:
[186] peter_grinspoon
[163] #cannabis
[153] patient
[147] use
[142] s
[140] thc
[139] yes
[139] another
[139] daily
[139] benzos

Top Words in Tweet in G6:
[49] #meded
[42] #ifaa2019
[23] #anatomy
[23] nhsl_meded
[16] room
[16] 2
[16] w
[15] wearehairmyres
[13] anatomyroyer
[13] development

Top Words in Tweet in G7:
[84] #meded
[59] butterflynetinc
[39] ucirvinesom
[32] congratulations
[32] day
[32] #pocus
[31] ucirvine
[31] class
[31] impact
[29] #butterflyiq

Top Words in Tweet in G8:
[116] #meded
[26] medical
[17] meded
[14] s
[14] dr
[12] hospital
[11] more
[10] #healthcare
[10] many
[10] #medtwitter

Top Words in Tweet in G9:
[92] know
[69] gavinprestonmd
[68] much
[44] #meded
[42] autoantibody
[38] one
[36] care
[34] cares
[34] until
[32] second

Top Words in Tweet in G10:
[48] #meded
[22] new
[15] students
[12] md
[11] uiccom
[10] today
[10] welcomed
[10] 176
[10] during
[10] 25th

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[292] #meded,#foamed
[178] #health,#nutrition
[172] #nutrition,#life
[166] don,t
[158] #life,#hcsm
[147] #hcsm,#healthy
[140] yes,another
[140] another,patient
[140] patient,daily
[140] daily,benzos

Top Word Pairs in Tweet in G1:
[32] #mededchat,#meded
[26] medical,students
[20] socialization,experiences
[20] experiences,medical
[20] check,out
[17] early,bird
[16] days,left
[15] pass,fail
[14] excited,share
[14] share,work

Top Word Pairs in Tweet in G2:
[178] #health,#nutrition
[172] #nutrition,#life
[158] #life,#hcsm
[147] #hcsm,#healthy
[134] #healthy,#digitalhealth
[122] #digitalhealth,#4patients
[122] #meded,#healthcare
[98] #4patients,#foamed
[96] #meded,#healthtalk
[83] #foamed,#mhealth

Top Word Pairs in Tweet in G3:
[73] don,t
[71] wellness,programs
[70] medical,school
[69] unpopular,opinion
[69] opinion,don
[69] t,mean
[69] mean,offend
[69] offend,majority
[69] majority,wellness
[69] programs,medical

Top Word Pairs in Tweet in G4:
[185] #meded,#foamed
[78] #foamed,#cardioed
[78] complications,following
[78] following,myocardial
[78] myocardial,infarction
[78] infarction,#meded
[77] manualomedicine,complications
[76] #cardioed,#cardiotwitter
[61] clinical,pharmacologic
[61] pharmacologic,properties

Top Word Pairs in Tweet in G5:
[139] yes,another
[139] another,patient
[139] patient,daily
[139] daily,benzos
[139] benzos,use
[139] use,#cannabis
[139] #cannabis,ambien
[139] ambien,3
[139] 3,drops
[139] drops,thc

Top Word Pairs in Tweet in G6:
[14] #anatomy,#meded
[12] gi,fellows
[11] fellows,improve
[11] improve,procedural
[11] procedural,adr
[11] adr,particularly
[11] particularly,low
[11] low,detecting
[11] detecting,attendings
[11] attendings,thanks

Top Word Pairs in Tweet in G7:
[28] congratulations,ucirvine
[28] ucirvine,entering
[28] entering,class
[28] class,equipped
[28] equipped,#butterflyiq
[28] #butterflyiq,day
[28] day,one
[28] one,imagine
[28] imagine,impact
[27] butterflynetinc,congratulations

Top Word Pairs in Tweet in G8:
[8] medical,terminology
[7] #meded,#healthcare
[6] dr,william
[6] william,whaley
[6] whaley,md
[6] md,coming
[6] coming,live
[6] live,friday
[6] friday,morning
[6] morning,8

Top Word Pairs in Tweet in G9:
[34] one,cares
[34] cares,much
[34] much,know
[34] know,until
[34] until,know
[34] know,much
[34] much,care
[32] second,law
[30] gavinprestonmd,second
[27] law,medicine

Top Word Pairs in Tweet in G10:
[10] today,welcomed
[10] welcomed,176
[10] 176,new
[10] new,md
[10] md,students
[10] students,during
[10] during,25th
[10] 25th,annual
[10] annual,white
[10] white,coat

Top Replied-To
Top Replied-To in Entire Graph:
@ccim2019
@meded_i
@sibellata
@mededchat
@tobin_meded
@drhowardliu
@drvantilburg
@primarycarechat
@ctfnhsl
@kristinadzara

Top Replied-To in G1:
@mededchat
@kristinadzara
@mededdoc
@fwmdschool
@tobin_meded
@davidacohen_md
@drjenchen4kids
@lisanashdo
@tchanmd
@liangrhea

Top Replied-To in G2:
@toddessig
@somedocs

Top Replied-To in G3:
@celebratemed
@aoglasser
@juliesilvermd
@primarycarechat
@simonbchen
@drcorriel
@jrossfamilymed
@dickkovacs
@mededchat
@ibdtweets

Top Replied-To in G5:
@peter_grinspoon

Top Replied-To in G6:
@ctfnhsl
@stjohns_ed
@fimcd3
@cathhennessy
@nhsl_meded
@helloarrianne
@baca_anatomy
@hairmyres_ed
@paddymedic86
@damson29

Top Replied-To in G7:
@drvantilburg
@warrenwiechmann
@doctor_v

Top Replied-To in G9:
@juleslipoff

Top Replied-To in G10:
@cjchiu
@primarycarechat
@gimapreceptor
@nickisnpdx
@decety
@uiccom
@drgaellon

Top Mentioned
Top Mentioned in Entire Graph:
@manualomedicine
@peter_grinspoon
@ahomeremedyfor
@primary_immune
@sarah_mojarad
@gavinprestonmd
@butterflynetinc
@docscribbles
@harvardmacy
@acadmedjournal

Top Mentioned in G1:
@harvardmacy
@mededchat
@acadmedjournal
@jthlam
@drjfrank
@icreconf
@tchanmd
@kristinadzara
@royal_college
@fwmdschool

Top Mentioned in G2:
@ahomeremedyfor
@mstcvs_qc
@doc2dubai
@amee_online
@woncaworld
@bibliosepsis
@knowmedge
@memedicalportal
@victorng_md
@suzanwhitedo

Top Mentioned in G3:
@sarah_mojarad
@womeninmedchat
@brichristophers
@drjcofthedc
@jillgrimesmd
@juliesilvermd
@meggerber
@9pm
@etsshow
@drcorriel

Top Mentioned in G4:
@manualomedicine
@learntheheart
@dryeyecoach
@emdocsdotnet
@long_brit
@meditonline
@optometrytimes
@optomanagement
@modoptometry
@pismoeyedoc

Top Mentioned in G5:
@peter_grinspoon
@tomfolanmd
@drcaplan
@saralederman
@thomasjsorenson

Top Mentioned in G6:
@nhsl_meded
@w
@wearehairmyres
@anatomyroyer
@andrewomalley
@ouraniavarsou
@dartmouthhitch
@wishawgen
@monklandshosp
@glasgowdodo

Top Mentioned in G7:
@butterflynetinc
@ucirvinesom
@ucirvine
@warrenwiechmann
@jchristianfox
@reedomary
@grace_lin_md
@perbess
@zgjr
@u

Top Mentioned in G8:
@jvrbntz

Top Mentioned in G9:
@gavinprestonmd
@roxanadaneshjou
@emeunet
@deshire_alpizar
@ilanarosman
@liangrhea
@mcgillmed
@hopkinsmedicine
@oxfordmedsci
@yoojkim

Top Mentioned in G10:
@zuckersom
@uiccom
@kapoormeded
@thecurbsiders
@asnkidney
@the_bmc
@northwellhealth
@goldfdtn
@drsonosrd
@kashlakhospital

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@vivacoid
@marciojmsilva
@evankirstel
@dclarediane
@businessinsider
@1loriking
@scott1984fp
@guardian
@threadreaderapp

Top Tweeters in G1:
@irisstylosa
@zdnet
@drshahrul80
@erobbprincipal
@swardley
@shereesepubhlth
@newyorker
@newsday
@scalarhumanity
@armando_ribeiro

Top Tweeters in G2:
@natricer
@caring_mobile
@myglobalpac
@culiraj
@drjengunter
@dme_health
@macleans
@timallenmdjd
@doctorcaldwell
@adamoprogresso

Top Tweeters in G3:
@pfanderson
@juliomayol
@usnews
@tomvarghesejr
@jeffjarvis
@xmisschocoholic
@healthpolicygrp
@zackbergermdphd
@goodgreenhealth
@noethematt

Top Tweeters in G4:
@francisc0dehesa
@iodine121
@arafatmahmoud
@sfhfhmmmmm
@bonvoyagelle
@bsmhtt_
@angieroc1965
@analuciamcardio
@fareezalx
@arroyoivn

Top Tweeters in G5:
@watershed_ltd
@miluramalho
@cynicalvision50
@kelownascott
@crvallotton
@sonyabaker2
@benishii_
@morpheusbeing
@stuccoman1
@ivanmosovitch

Top Tweeters in G6:
@imonlyslightly
@gozde786
@claireymck
@kiranjoza
@mpascoe
@andrewomalley
@helenbevan
@chapman_histo
@n
@mavscotland

Top Tweeters in G7:
@andytoronto
@cancergeek
@iceman_ex
@nenagoin
@aminekorchimd
@hugosays
@mgalandejuana
@iamritu
@vumchealth
@javier_carrerah

Top Tweeters in G8:
@isabelanadya
@robinyearsley
@apc_md
@jvrbntz
@fetchyournews
@robertaschell
@edsamanda
@sirdoc
@petradmd
@bachyns

Top Tweeters in G9:
@drofdem
@paintoolkit2
@hscholtz
@grb090423
@andrewsuleh
@jacksotwister
@methos2010
@gavinprestonmd
@husmo
@molinarizuzek

Top Tweeters in G10:
@evankirstel
@nickisnpdx
@avradio
@epatientdave
@wheezynurse
@franloachamin
@sonodoc99
@emranswers
@irmaraste
@brian_eastwood