doximity, Twitter, 8/17/2019 5:31:45 AM, 207111


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doximity_2019-08-16_10-56-06.xlsx
doximity_2019-08-16_10-56-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2019
Short Description:
doximity via NodeXL http://bit.ly/2YYNqs8
@doximity
@juliesilvermd
@beebrookshire
@rubraveenough
@rrbaligamd
@aalkermd
@cardioimageninc
@meghanakarande
@somedocs
@keithppereira

Top hashtags:
#telemedicine
#medtwitter
#meded
#osughndivision
#internalmedicine

Description:
Description
The graph represents a network of 2,258 Twitter users whose tweets in the requested range contained "doximity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 August 2019 at 17:56 UTC.

The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 73-day, 23-hour, 29-minute period from Saturday, 01 June 2019 at 00:30 UTC to Tuesday, 13 August 2019 at 23:59 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 : 2258
Unique Edges : 3400
Edges With Duplicates : 1547
Total Edges : 4947
Number of Edge Types : 3
Mentions : 4235
Replies to : 235
Tweet : 477
Self-Loops : 477
Reciprocated Vertex Pair Ratio : 0.0521341463414634
Reciprocated Edge Ratio : 0.099101709649377
Connected Components : 300
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 1775
Maximum Edges in a Connected Component : 4371
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.992524
Graph Density : 0.000677157140878118
Modularity : 0.580987
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://opmed.doximity.com/articles/a-conversation-with-sasha-shillcutt-md-on-sponsoring-women-physician-leaders
[19] https://opmed.doximity.com/articles/immigrant-children-are-fighting-for-their-lives-what-can-we-do
[19] https://opmed.doximity.com/articles/hey-er-docs-you-rock
[17] https://mhealthintelligence.com/news/doximity-charts-the-top-15-medical-specialties-embracing-telemedicine
[17] https://opmed.doximity.com/articles/caring-and-learning-from-every-patient-and-ourselves-at-asco
[13] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F21281233%3F_csrf_attempted%3Dyes
[10] https://www.nytimes.com/2019/06/08/opinion/sunday/hospitals-doctors-nurses-burnout.amp.html
[9] https://www.mastermedfacts.com/
[9] https://community.anitab.org/event/technical-leaders-monthly-call-august-2019/
[9] https://opmed.doximity.com/articles/i-did-the-math-full-time-full-service-doctors-cannot-ever-have-a-work-life-balance

Top URLs in Tweet in G1:
[2] https://opmed.doximity.com/articles/a-conversation-with-sasha-shillcutt-md-on-sponsoring-women-physician-leaders
[2] https://opmed.doximity.com/articles/we-dont-need-self-care-we-need-boundaries-79042584b318
[1] https://opmed.doximity.com/articles/i-did-the-math-full-time-full-service-doctors-cannot-ever-have-a-work-life-balance
[1] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries?fbclid=IwAR1Gx7AT4j95r2atFP5mu3nf4bDlop0OwO7HsKXgwCy__1HRGslcqV79lks

Top URLs in Tweet in G2:
[9] https://community.anitab.org/event/technical-leaders-monthly-call-august-2019/
[7] https://www.healthleadersmedia.com/clinical-care/more-physicians-pursuing-job-opportunities-telemedicine
[7] https://www.beckershospitalreview.com/telehealth/top-15-physician-specialties-most-engaged-with-telemedicine.html
[6] https://mhealthintelligence.com/news/doximity-charts-the-top-15-medical-specialties-embracing-telemedicine
[5] https://opmed.doximity.com/articles/it-is-time-for-more-doctors-to-unionize
[3] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F21554512%3F_csrf_attempted%3Dyes
[3] https://opmed.doximity.com/articles/asco-2019-gender-equity-needs-a-diagnostic-approach
[3] https://www.nytimes.com/2019/06/08/opinion/sunday/hospitals-doctors-nurses-burnout.amp.html
[3] https://opmed.doximity.com/articles/indignity-board-exams
[3] https://opmed.doximity.com/articles/last-year-i-spent-almost-40-000-just-to-do-my-job

Top URLs in Tweet in G3:
[4] https://mhealthintelligence.com/news/doximity-charts-the-top-15-medical-specialties-embracing-telemedicine
[3] https://opmed.doximity.com/articles/hey-er-docs-you-rock
[3] https://opmed.doximity.com/articles/i-love-my-job-and-don-t-feel-overworked-who-do-i-talk-to
[3] https://opmed.doximity.com/articles/i-did-the-math-full-time-full-service-doctors-cannot-ever-have-a-work-life-balance
[3] https://opmed.doximity.com/articles/a-conversation-with-sasha-shillcutt-md-on-sponsoring-women-physician-leaders
[3] https://opmed.doximity.com/articles/canary-in-a-coal-mine
[3] https://opmed.doximity.com/articles/the-emotional-occupational-hazards-of-our-work
[3] https://weworkremotely.com/remote-jobs/doximity-qa-engineer-1
[3] https://weworkremotely.com/remote-jobs/doximity-software-engineer-data-infrastructure
[3] http://www.ogoing.com/

Top URLs in Tweet in G4:
[17] https://opmed.doximity.com/articles/a-conversation-with-sasha-shillcutt-md-on-sponsoring-women-physician-leaders
[4] https://opmed.doximity.com/articles/how-to-be-an-anesthesiologist
[3] https://opmed.doximity.com/articles/we-dont-need-self-care-we-need-boundaries-79042584b318
[3] https://www.doximity.com/doc_news/v2/entries/21156315
[2] https://opmed.doximity.com/articles/indignity-board-exams
[2] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F20552108%3F_csrf_attempted%3Dyes
[2] https://blog.doximity.com/articles/doximity-2018-physician-compensation-report
[2] https://www.shemd.org/
[2] https://twitter.com/doximity/status/1131588605548404737
[1] https://opmed.doximity.com/articles/3-tips-to-ease-the-impostor-syndrome-struggle

Top URLs in Tweet in G5:
[3] https://opmed.doximity.com/articles/perspectives-from-council-of-affiliated-regional-radiation-oncology-societies
[3] https://opmed.doximity.com/articles/we-are-trained-to-be-doctors-not-corporate-cogs
[2] https://opmed.doximity.com/articles/communication-is-at-the-heart-of-medicine
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F21305535%3F_csrf_attempted%3Dyes
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F21533397%3F_csrf_attempted%3Dyes
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F21104129%3F_csrf_attempted%3Dyes
[1] https://opmed.doximity.com/articles/let-s-keep-our-babies-safe-while-they-sleep
[1] https://opmed.doximity.com/articles/the-gender-pay-gay-is-finally-narrowing-in-medicine
[1] https://opmed.doximity.com/articles/the-doctor-is-in-the-patients-are-not
[1] https://opmed.doximity.com/articles/when-no-leads-to-wins

Top URLs in Tweet in G6:
[1] https://opmed.doximity.com/articles/a-conversation-with-sasha-shillcutt-md-on-sponsoring-women-physician-leaders

Top URLs in Tweet in G7:
[8] https://www.mastermedfacts.com/
[3] https://www.mastermedfacts.com/reviews/guidelines/5d4497e2d30917001753be89/view
[3] https://directory.libsyn.com/shows/view/id/drbaligasinternalmedicinepodcasts
[2] https://www.mastermedfacts.com/reviews/guidelines/5d266018e9c28600174227f0/view
[2] https://www.bidmc.org/centers-and-departments/neurology/programs-and-services/sleep-disorders-clinic/meet-our-team
[2] https://www.youtube.com/watch?v=Jt-Fv3eP_aY&feature=youtu.be

[1] http://hwcdn.libsyn.com/p/9/0/5/905e6af6ec7d5e53/Immune_Check_Point_Inhibitor_Cardiotoxicity.mp3?c_id=46629776&cs_id=46629776&destination_id=1395209&expiration=1562703441&hwt=b39ebd7718e1a2508d0c3700c8e5e010
[1] http://hwcdn.libsyn.com/p/f/c/1/fc1c767cec194efd/Jugular_Venous_Pulse.mp3?c_id=46782905&cs_id=46782905&destination_id=1395209&expiration=1562846455&hwt=b3043c5f656910847c93382dfb8808f2
[1] http://hwcdn.libsyn.com/p/c/a/9/ca9b43c4d0b32168/Screening_for_Colorectal_Cancer.mp3?c_id=47386535&cs_id=47386535&destination_id=1395209&expiration=1563481209&hwt=ca7e5f72655cf273d65b9f4802a5aa44
[1] http://hwcdn.libsyn.com/p/2/2/8/22853d7101e9c956/How_To_Write_Riveting_Assessments_Essay_by_Dr_Mark_Seigel_MD.mp3?c_id=46798577&cs_id=46798577&expiration=1562846192&hwt=4a8b54a8ad30a7ec9bd1a88acb7e4299

Top URLs in Tweet in G8:
[7] https://opmed.doximity.com/articles/in-the-words-of-my-mentor-the-best-cancer-is-no-cancer
[2] https://opmed.doximity.com/articles/bullet-journal-your-way-to-success-and-productivity
[2] https://opmed.doximity.com/articles/when-no-leads-to-wins
[1] https://opmed.doximity.com/articles/where-are-all-the-women
[1] https://opmed.doximity.com/articles/meeting-your-mentor-a-mentee-s-guide-for-success-c1339638-9783-4f70-95c7-8404c6d44227
[1] https://betamomma.files.wordpress.com/2018/07/mentee-guide-by-dr-joannie-yeh.pdf
[1] https://opmed.doximity.com/articles/five-point-strategy-for-salary-negotiation-a-primer-for-graduating-trainees-54b67046-fbe0-4c75-a993-9181d9b0f3b9
[1] https://opmed.doximity.com/articles/we-dont-need-self-care-we-need-boundaries-79042584b318
[1] https://opmed.doximity.com/articles/the-gender-wage-gap-limits-choices-for-women-physicians
[1] https://opmed.doximity.com/articles/like-fire-ai-is-an-excellent-servant-but-a-bad-master

Top URLs in Tweet in G9:
[7] https://mhealthintelligence.com/news/doximity-charts-the-top-15-medical-specialties-embracing-telemedicine
[5] https://opmed.doximity.com/articles/being-the-doctor-s-kid-isn-t-fair
[1] https://id.elsevier.com/as/authorization.oauth2?platSite=SD%2Fscience&scope=openid+email+profile+els_auth_info+urn%3Acom%3Aelsevier%3Aidp%3Apolicy%3Aproduct%3Ainst_assoc&response_type=code&redirect_uri=https%3A%2F%2Fwww.sciencedirect.com%2Fuser%2Fidentity%2Flanding&authType=SINGLE_SIGN_IN&prompt=none&client_id=SDFE-v2&state=retryCounter%3D0%26csrfToken%3De9f12faf-618b-440c-9a75-d5144a6682b3%26idpPolicy%3Durn%253Acom%253Aelsevier%253Aidp%253Apolicy%253Aproduct%253Ainst_assoc%26returnUrl%3D%252Fscience%252Farticle%252Fpii%252FS0091674919308887%26prompt%3Dnone%26cid%3Darp-e8250ea0-ca6c-4c95-9f35-51dc0abdc1aa
[1] https://opmed.doximity.com/articles/what-to-do-if-you-ever-get-called-a-disruptive-physician
[1] https://opmed.doximity.com/articles/app-of-the-week-choosing-wisely
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F19813260%3F_csrf_attempted%3Dyes
[1] https://mhealthintelligence.com/news/doximity-charts-the-top-15-medical-specialties-embracing-telemedicine?utm_content=96914338&utm_medium=social&utm_source=twitter&hss_channel=tw-2277059792

Top URLs in Tweet in G10:
[11] https://opmed.doximity.com/articles/hey-er-docs-you-rock
[1] https://www.emra.org/match/About-EMRA-Match/
[1] https://cdemcurriculum.files.wordpress.com/2016/06/em-response-to-doximity1.pdf
[1] http://westjem.com/original-research/impact-of-doximity-residency-rankings-on-emergency-medicine-applicant-rank-lists.html
[1] https://twitter.com/doximity/status/1153686224948879363
[1] https://twitter.com/mkleinmd/status/953345381093527556
[1] https://www.ajemjournal.com/article/S0735-6757(19)30466-8/fulltext

Top Domains
Top Domains in Tweet in Entire Graph:
[616] doximity.com
[29] twitter.com
[22] mhealthintelligence.com
[20] nytimes.com
[18] mastermedfacts.com
[15] libsyn.com
[15] lnkd.in
[11] beckershospitalreview.com
[10] wantremote.com
[9] anitab.org

Top Domains in Tweet in G1:
[6] doximity.com

Top Domains in Tweet in G2:
[140] doximity.com
[10] wantremote.com
[9] anitab.org
[9] beckershospitalreview.com
[9] remoteok.io
[8] twitter.com
[7] healthleadersmedia.com
[6] fiercehealthcare.com
[6] mhealthintelligence.com
[6] smartmoneymd.com

Top Domains in Tweet in G3:
[169] doximity.com
[15] lnkd.in
[8] nytimes.com
[8] mhealthintelligence.com
[6] amazonaws.com
[6] weworkremotely.com
[6] reworkin.com
[4] railsjobhub.com
[3] co.uk
[3] linkedin.com

Top Domains in Tweet in G4:
[47] doximity.com
[5] twitter.com
[2] shemd.org
[1] medium.com
[1] springer.com
[1] ovid.com
[1] becomebraveenough.com

Top Domains in Tweet in G5:
[19] doximity.com
[2] twitter.com

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

Top Domains in Tweet in G7:
[17] mastermedfacts.com
[13] libsyn.com
[2] bidmc.org
[2] youtube.com
[2] doximity.com
[1] wsj.com
[1] time.com
[1] acc.org
[1] acponline.org
[1] ecfmg.org

Top Domains in Tweet in G8:
[21] doximity.com
[1] wordpress.com
[1] twitter.com
[1] usnews.com
[1] instagram.com
[1] managedhealthcareexecutive.com

Top Domains in Tweet in G9:
[8] doximity.com
[8] mhealthintelligence.com
[1] elsevier.com

Top Domains in Tweet in G10:
[11] doximity.com
[2] twitter.com
[1] emra.org
[1] wordpress.com
[1] westjem.com
[1] ajemjournal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[79] telemedicine
[74] medtwitter
[60] meded
[40] osughndivision
[37] internalmedicine
[36] womeninmedicine
[36] moc
[35] asco19
[33] somedocs
[32] opmed



Top Hashtags in Tweet in G1:
[1] womeninmedicine
[1] internist

Top Hashtags in Tweet in G2:
[63] telemedicine
[31] opmed
[19] medtwitter
[17] somedocs
[15] healthcare
[15] genderequity
[14] asco2019
[13] asco19
[13] remote
[12] job

Top Hashtags in Tweet in G3:
[12] remotework
[10] remotejobs
[8] telemedicine
[7] healthcare
[4] job
[4] telehealth
[3] health
[3] doximity
[3] medtwitter
[3] meded

Top Hashtags in Tweet in G4:
[23] braveenough
[15] womeninmedicine
[10] madid19
[8] sheroes
[6] heforshe
[6] somedocs
[4] sheforshe
[4] mentoringmonday
[2] equalityforall
[2] doctors

Top Hashtags in Tweet in G5:
[3] radoncs
[3] acr2019
[3] meded
[2] moc
[2] somedocs
[2] primarycare
[2] vmp
[2] doctors
[1] abms
[1] medpaygap

Top Hashtags in Tweet in G7:
[39] medtwitter
[30] internalmedicine
[30] meded
[16] cardiotwitter
[13] foamed
[8] heartfailure
[8] ucsf
[6] cardiology
[5] medstudenttwitter
[5] usmle

Top Hashtags in Tweet in G8:
[9] womeninmedicine
[4] bulletjournal
[3] girlmedtwitter
[3] meded
[3] medtwitter
[3] career
[3] timesup
[3] timesuphc
[2] somedocs
[1] mentorship

Top Hashtags in Tweet in G9:
[6] telemedicine
[3] disruptivephysician
[2] virtualcare
[2] telehealth
[1] embound
[1] medstudents
[1] match2020
[1] choosingwisely
[1] decisionsupportapp
[1] connectedhealth

Top Hashtags in Tweet in G10:
[15] medstudents
[13] embound
[13] match2020
[2] match2018

Top Words
Top Words in Tweet in Entire Graph:
[1220] Words in Sentiment List#1: Positive
[539] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[45715] Non-categorized Words
[47474] Total Words
[902] doximity
[603] sponsorship
[587] women
[554] over
[548] opportunities

Top Words in Tweet in G1:
[408] sponsorship
[407] women
[407] tend
[407] over
[407] mentored
[407] under
[407] sponsored
[407] someone
[407] offers
[407] opportunities

Top Words in Tweet in G2:
[402] doximity
[63] #telemedicine
[40] more
[37] new
[36] asco
[31] doctors
[31] #opmed
[30] dr
[28] physician
[28] medicine

Top Words in Tweet in G3:
[81] doximity
[38] more
[28] healthcare
[25] telemedicine
[24] engineer
[23] medical
[19] care
[19] physician
[18] market
[18] doctors

Top Words in Tweet in G4:
[75] sponsorship
[64] doximity
[58] rubraveenough
[40] sashashillcutt
[34] women
[32] s
[31] thanks
[28] here
[27] take
[26] piece

Top Words in Tweet in G5:
[57] anti
[20] huge
[19] circ
[19] vax
[19] anything
[19] take
[19] down
[19] doctors
[19] reputation
[19] scary

Top Words in Tweet in G6:
[88] women
[88] tend
[88] over
[88] mentored
[88] under
[88] sponsored
[88] sponsorship
[88] someone
[88] offers
[88] opportunities

Top Words in Tweet in G7:
[58] doximity
[47] baliga's
[47] internal
[46] medicine
[46] know
[44] podcasts
[40] dr
[40] rr
[40] facts
[39] #medtwitter

Top Words in Tweet in G8:
[31] betamomma
[30] doximity
[16] article
[16] more
[11] usc
[11] anonymous
[11] op
[10] dr_uche_bee
[10] ed
[9] drstacit

Top Words in Tweet in G9:
[19] doximity
[9] top
[9] specialties
[9] embracing
[8] aliraja_md
[8] md
[7] 15
[7] medical
[6] mhealthintel
[6] charts

Top Words in Tweet in G10:
[22] doximity
[17] residency
[15] important
[15] mkleinmd
[15] #medstudents
[14] rankings
[13] reminder
[13] #embound
[13] applying
[13] #match2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[538] sponsorship,someone
[535] tend,over
[535] over,mentored
[535] mentored,under
[535] under,sponsored
[534] women,tend
[534] sponsored,sponsorship
[530] someone,offers
[530] offers,opportunities
[529] opportunities,directly

Top Word Pairs in Tweet in G1:
[407] tend,over
[407] over,mentored
[407] mentored,under
[407] under,sponsored
[407] sponsored,sponsorship
[407] sponsorship,someone
[407] someone,offers
[407] offers,opportunities
[406] women,tend
[406] opportunities,directly

Top Word Pairs in Tweet in G2:
[27] irislanceal,doximity
[17] asco,doximity
[14] register,technical
[14] technical,leaders
[14] leaders,monthly
[14] monthly,call
[14] call,august
[14] august,9
[14] 9,noon
[14] noon,et

Top Word Pairs in Tweet in G3:
[16] social,media
[14] software,engineer
[11] read,more
[10] pharma,healthcare
[10] healthcare,social
[10] media,market
[10] qa,engineer
[9] engineer,data
[8] sermo,doximity
[8] engineering,manager

Top Word Pairs in Tweet in G4:
[25] conversation,sasha
[24] here,s
[23] s,take
[23] take,sponsorship
[23] sponsorship,mentorship
[23] mentorship,thanks
[23] thanks,doximity
[23] doximity,#braveenough
[23] #braveenough,prowdwomen
[23] prowdwomen,conversation

Top Word Pairs in Tweet in G5:
[19] anti,circ
[19] circ,anti
[19] anti,vax
[19] vax,anti
[19] anti,anything
[19] anything,take
[19] take,down
[19] down,doctors
[19] doctors,reputation
[19] reputation,scary

Top Word Pairs in Tweet in G6:
[88] women,tend
[88] tend,over
[88] over,mentored
[88] mentored,under
[88] under,sponsored
[88] sponsored,sponsorship
[88] sponsorship,someone
[88] someone,offers
[88] offers,opportunities
[88] opportunities,directly

Top Word Pairs in Tweet in G7:
[46] internal,medicine
[40] dr,rr
[40] rr,baliga's
[40] know,facts
[39] baliga's,internal
[37] podcasts,physicians
[35] medicine,podcasts
[31] physicians,know
[17] #internalmedicine,#medtwitter
[15] societygim,shmlive

Top Word Pairs in Tweet in G8:
[10] op,ed
[8] usc,cards
[8] cards,fellow
[8] fellow,sexually
[8] sexually,assaulted
[8] assaulted,3
[8] 3,trainees
[8] trainees,last
[8] last,month
[8] month,doximity

Top Word Pairs in Tweet in G9:
[9] specialties,embracing
[7] top,15
[7] 15,medical
[7] medical,specialties
[6] doximity,charts
[6] charts,top
[6] embracing,#telemedicine
[5] being,doctor
[5] doctor,s
[5] s,kid

Top Word Pairs in Tweet in G10:
[14] doximity,residency
[14] residency,rankings
[13] important,reminder
[13] reminder,#embound
[13] #embound,#medstudents
[13] #medstudents,applying
[13] applying,#match2020
[13] #match2020,doximity
[13] rankings,serious
[13] serious,flaws

Top Replied-To
Top Replied-To in Entire Graph:
@doximity
@somedocs
@lutherdoctor123
@theprefect_doll
@shreyatrivedimd
@laurenkuwikmd
@nedafrayha
@eminmiami
@drjrmarcelin
@darwinconwell

Top Replied-To in G2:
@doximity
@lutherdoctor123
@theprefect_doll
@somedocs
@adamcifu
@aalkermd
@rrbaligamd
@shikhajainmd
@firecracker_doc
@irislanceal

Top Replied-To in G4:
@mmpharmd
@drjrmarcelin
@drnichengliang1
@rama_elyafawi
@arghavan_salles
@traependergrast
@aholdenj
@cacace_frank
@renamalikmd
@somedocs

Top Replied-To in G5:
@laurenkuwikmd
@bobbyo_
@laxswamy
@marioatx_md
@jamesmarroquin
@drsuzyfeigofsky

Top Replied-To in G7:
@sgim
@doximity
@samitinjay2
@futuredocs

Top Replied-To in G8:
@betamomma
@dr_uche_bee
@drericlevi
@youngoncdoc
@datcherylmd
@physicianslead
@womeninmedchat
@drnredmond
@drmstiegler

Top Replied-To in G9:
@kimberlyblumen1
@aliraja_md
@agnessolberg

Top Replied-To in G10:
@eminmiami
@mcsassymd
@mkleinmd

Top Mentioned
Top Mentioned in Entire Graph:
@doximity
@juliesilvermd
@beebrookshire
@osuwexmed
@rubraveenough
@osuccc_james
@amcollegegastro
@amergastroassn
@sashashillcutt
@dmgraymd

Top Mentioned in G1:
@juliesilvermd
@sashashillcutt
@sarehparangimd
@womensurgeons
@smukkamalamd
@rubraveenough
@karapeppermd
@doximity
@scrennie

Top Mentioned in G2:
@doximity
@asco
@irislanceal
@shikhajainmd
@somedocs
@drbushraanjum
@juliesilvermd
@ascopres
@nsabpfoundation
@rrbaligamd

Top Mentioned in G3:
@02catz
@industrytoday
@maglioccotony
@rttcraig
@jsirven

Top Mentioned in G4:
@rubraveenough
@sashashillcutt
@doximity
@prowdwomen
@mad_id_asp
@womensurgeons
@juliesilvermd
@etsshow
@rakheebhayanimd
@sarehparangimd

Top Mentioned in G5:
@drjaimefriedman
@doximity
@laurenkuwikmd
@liberty_ken
@jsonin
@chestmedicine
@gallahercaren
@wesmoss1018
@kenjaques
@drcraigwax

Top Mentioned in G6:
@beebrookshire
@juliesilvermd

Top Mentioned in G7:
@doximity
@shmlive
@futuredocs
@rrbaligamd
@societygim
@yaleimed
@medchiefs
@utswinternalmed
@sgim
@nejmres360

Top Mentioned in G8:
@betamomma
@doximity
@drstacit
@dr_uche_bee
@usc
@theblondemd
@loconte
@choo_ek
@amypearsonmd
@emarianomd

Top Mentioned in G9:
@doximity
@aliraja_md
@mhealthintel
@drjessigold
@coherencemed
@meganranney
@sue_bornstein
@susanhingle
@mcarneymd
@delthiaricks

Top Mentioned in G10:
@mkleinmd
@jeremyfaust
@emresidents
@rick_pescatore
@wandering_er
@wikem_org
@mdcalc
@emdocsdotnet
@ibookcc
@hghed

Top Tweeters
Top Tweeters in Entire Graph:
@marxpace
@businessinsider
@donotgiveuphope
@guardian
@huffpost
@yayayarndiva
@sws_edu
@lianabrooks
@lizditz
@shelbylanemd

Top Tweeters in G1:
@hyhutriangle
@zaichishka
@thinkalot
@picardonhealth
@stales
@elastword
@ronchatterjee7
@matthisvernon
@kickbraintumors
@jewelbarnettphd

Top Tweeters in G2:
@businessinsider
@yayayarndiva
@shelbylanemd
@nyt
@usatoday
@adekleine
@caring_mobile
@techcrunch
@drjengunter
@andyrose12

Top Tweeters in G3:
@marxpace
@donotgiveuphope
@iam__network
@googletrendson1
@hiringremote
@socialmedia_rs
@gammacounter
@iskandarhai
@virtumente
@railsjobhub

Top Tweeters in G4:
@mdaware
@medpierre
@tomvarghesejr
@dulcimer1978
@timallenmdjd
@cd_fuller
@heartotxheartmd
@catchthebaby
@richduszak
@kksheld

Top Tweeters in G5:
@lizditz
@cancergeek
@kath2cats
@francesmotley
@ip4pi
@doctor_david
@bethfratesmd
@kenjaques
@salwapt
@drianweissman

Top Tweeters in G6:
@lianabrooks
@drugmonkeyblog
@jennygadget
@leafwarbler
@pulegon
@needhibhalla
@cat_lance
@drsinbin
@nholzschuch
@jjsaenzde

Top Tweeters in G7:
@mededbot
@ron_george
@mountsinainyc
@accintouch
@utswnews
@yale
@tamarnegie
@uchicagomed
@bob_wachter
@mariacmorap

Top Tweeters in G8:
@drericlevi
@choo_ek
@usc
@theblondemd
@aamctoday
@laxswamy
@betamomma
@taustinwitt
@marvelousmarks
@guidemd

Top Tweeters in G9:
@paleophile
@mishalawless
@robincogan
@meganranney
@aliraja_md
@rfrsarmiento
@cmionline
@maggiemfox
@drsinhaesq
@delthiaricks

Top Tweeters in G10:
@cabreraerdr
@mcsassymd
@saemonline
@jeremyfaust
@heydrnik
@acepnow
@rick_pescatore
@emergencydocs
@drlauraduggan
@ryangamlin


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