doximity, Twitter, 1/17/2019 1:24:31 AM, 182217


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doximity_2019-01-16_15-52-02.xlsx
doximity_2019-01-16_15-52-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2019
Short Description:
doximity via NodeXL http://bit.ly/2DeQ7JO
@doximity
@drjrmarcelin
@leahhoustonmd
@macalusojoseph
@drtoniyasingh
@poojalakshmin
@betamomma
@narjustduma
@logghemd
@arielalmarshall

Top hashtags:
#medtwitter
#womeninmedicine
#opmed
#sheleadshealthcare

Description:
Description
The graph represents a network of 2,573 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 Wednesday, 16 January 2019 at 23:53 UTC.

The requested start date was Wednesday, 16 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 21-hour, 32-minute period from Thursday, 01 November 2018 at 00:02 UTC to Tuesday, 15 January 2019 at 21:34 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 : 2573
Unique Edges : 4648
Edges With Duplicates : 2121
Total Edges : 6769
Number of Edge Types : 3
Mentions : 5599
Tweet : 889
Replies to : 281
Self-Loops : 889
Reciprocated Vertex Pair Ratio : 0.057360519829711
Reciprocated Edge Ratio : 0.108497563043018
Connected Components : 477
Single-Vertex Connected Components : 372
Maximum Vertices in a Connected Component : 1830
Maximum Edges in a Connected Component : 5818
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.658158
Graph Density : 0.000713081594425663
Modularity : 0.545498
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[104] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine
[68] https://opmed.doximity.com/articles/what-women-and-minorities-can-learn-from-hamilton-and-sheleadshealthcare
[42] https://opmed.doximity.com/articles/dear-nra-this-is-our-lane
[37] https://www.entrepreneur.com/article/324628
[27] https://opmed.doximity.com/articles/why-canada-s-docs-never-burn-out
[20] https://opmed.doximity.com/articles/gun-research-a-pediatrician-s-call-to-action
[19] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[19] https://opmed.doximity.com/articles/death-by-patient-satisfaction-in-the-er
[18] https://opmed.doximity.com/articles/what-makes-busy-women-go-to-the-psychiatrist
[18] https://opmed.doximity.com/articles/staying-in-my-lane

Top URLs in Tweet in G1:
[45] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine
[25] https://www.entrepreneur.com/article/324628
[13] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F14996848%3F_csrf_attempted%3Dyes
[12] https://www.nytimes.com/2018/12/16/opinion/statin-side-effects-cancer.amp.html
[6] https://opmed.doximity.com/articles/medical-education-for-millennials
[6] https://www.healthcaredive.com/news/physician-demand-grew-7-this-year-outpacing-2017-doximity-says/543644/
[5] https://s3.amazonaws.com/s3.doximity.com/press/2018_US_physician_employment_report.pdf
[5] https://www.mdmag.com/medical-news/physician-job-demand-grows-again-in-2018
[5] https://remoteok.io/jobs/69648-remote-data-analyst-business-insights-doximity
[5] https://remoteok.io/jobs/69650-remote-analyst-client-data-relationships-doximity

Top URLs in Tweet in G2:
[46] https://opmed.doximity.com/articles/what-women-and-minorities-can-learn-from-hamilton-and-sheleadshealthcare
[15] https://opmed.doximity.com/articles/what-makes-busy-women-go-to-the-psychiatrist
[10] https://opmed.doximity.com/articles/we-do-not-need-to-fix-women-we-need-to-fix-the-system
[5] https://opmed.doximity.com/articles/private-practice-call-the-coroner-or-throw-up-your-shingle
[5] https://twitter.com/doximity/status/1060295328669278208
[4] https://opmed.doximity.com/articles/staying-in-my-lane
[4] https://opmed.doximity.com/articles/this-diversity-is-not-real-how-to-tell-if-your-program-s-diversity-is-a-hologram?utm_content=buffer67038&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[4] https://opmed.doximity.com/articles/10-things-a-psychiatrist-wants-you-to-know-about-postpartum-depression
[4] https://hbr.org/2018/04/6-things-successful-women-in-stem-have-in-common
[3] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries

Top URLs in Tweet in G3:
[33] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine
[12] https://opmed.doximity.com/articles/why-canada-s-docs-never-burn-out
[12] https://www.entrepreneur.com/article/324628
[10] https://opmed.doximity.com/articles/death-by-patient-satisfaction-in-the-er
[9] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[9] https://opmed.doximity.com/articles/primary-care-physicians-are-of-primary-importance
[8] https://opmed.doximity.com/articles/10-things-a-psychiatrist-wants-you-to-know-about-postpartum-depression
[6] https://opmed.doximity.com/articles/10-myths-about-inpatient-rehabilitation-4f57d45de61c
[5] https://opmed.doximity.com/articles/how-medicine-tricks-you-into-thinking-this-life-is-normal
[4] https://opmed.doximity.com/articles/top-seven-reasons-why-i-m-tired-of-practicing-oncology-with-one-hand-tied-behind-my-back

Top URLs in Tweet in G4:
[8] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine
[7] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F14946210%3F_csrf_attempted%3Dyes
[6] https://opmed.doximity.com/articles/the-health-risks-of-an-imperfect-immigration-process
[2] https://blog.doximity.com/articles/how-this-radiologist-tackles-work-life-balance
[2] https://opmed.doximity.com/articles/what-i-learned-when-i-tried-a-direct-primary-care-practice
[1] http://link.medium.com/rc5Ld5s4gT
[1] https://opmed.doximity.com/what-doctors-can-learn-from-nurses-31d7cc0580fa?gi=d8301880c89b
[1] https://opmed.doximity.com/articles/why-women-physicians-need-a-girltribe
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F14831235%3F_csrf_attempted%3Dyes
[1] https://opmed.doximity.com/articles/private-practice-call-the-coroner-or-throw-up-your-shingle

Top URLs in Tweet in G5:
[5] https://opmed.doximity.com/articles/physicians-angels-and-crowdfunding-in-healthcare
[2] https://twitter.com/doximity/status/1082298333560037381
[1] https://twitter.com/doximity/status/1080508787822395393
[1] https://twitter.com/NHS/status/1072179017321771009
[1] https://lnkd.in/ePt_jfe
[1] https://opmed.doximity.com/articles/harnessing-hope-in-the-opioid-storm
[1] https://okt.to/Qdc9PB
[1] https://auth.doximity.com/sessions/login?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fnewsfeed%2Fcollections%2Fdocnews-digests%2F15557%3F_csrf_attempted%3Dyes%26_eda_link_uuid%3D68746f1e-bbea-4f2b-8241-7059ffee7a97%26_r%3D1%26_ref%3Ddigest%26_t%3D4572527%26article_title%3DResponses%2Bto%2Bthe%2BTop%2B12%2BExcuses%2Bfor%2Ba%2BLack%2Bof%2BWomen%2BSpeakers%26clicked%3Dtrue%26first_position%3Ddocnews-articles%252F4959720%26position%3D2%26redirect_entry_id%3D15190010%26source%3Demail_doc_news%253A%253Awomen_in_medicine_digest%26utm_campaign%3Ddoc_news%253A%253Awomen_in_medicine_digest%26utm_medium%3Demail%26utm_source%3Ddoximity-eda
[1] http://www.envisioninteligence.com/industry-report/e-healthcare-market/?utm_source=tw-anusha
[1] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine

Top URLs in Tweet in G6:
[15] https://opmed.doximity.com/articles/dear-nra-this-is-our-lane
[5] https://medium.com/m/global-identity?redirectUrl=https://opmed.doximity.com/youre-the-surgeon-56cb2f1fb6c8
[5] https://opmed.doximity.com/articles/the-perils-and-pitfalls-of-anesthesia-outside-the-operating-room
[5] https://opmed.doximity.com/articles/pain-it-s-personal
[3] https://opmed.doximity.com/articles/who-is-truly-allergic-to-penicillin
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopmed.doximity.com%2Fwe-dont-need-self-care-we-need-boundaries-79042584b318
[1] https://opmed.doximity.com/articles/youre-the-surgeon-56cb2f1fb6c8
[1] https://blog.doximity.com/articles/best-conference-presentations-on-social-media-in-healthcare-44d4da7e-40a2-4a8d-af87-07e833af03cb
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fpublications%2F14759981%3F_csrf_attempted%3Dyes
[1] https://twitter.com/healthxph/status/1061250293621436417

Top URLs in Tweet in G7:
[14] https://opmed.doximity.com/articles/gun-research-a-pediatrician-s-call-to-action
[1] https://opmed.doximity.com/articles/have-you-ever-been-to-iraq-87342bd3ebe2
[1] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[1] https://lnkd.in/ejy5ZPi
[1] https://opmed.doximity.com/articles/the-human-cost-of-detention-centers-for-immigrant-children?fbclid=IwAR3P9qopgSPjjd3rESpuEgNHzKFlp5zEw478SkhwWTXUiL2YNAsLmIIHG2M

Top URLs in Tweet in G8:
[4] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries?fbclid=IwAR36IEi9-jw9uxvIk2ycqJQL4Bn-efg93I3jc_V1iexysXeQgiWQ6KY0rxk
[4] https://opmed.doximity.com/articles/finding-a-niche-or-digging-a-rut
[1] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[1] https://opmed.doximity.com/articles/what-women-and-minorities-can-learn-from-hamilton-and-sheleadshealthcare
[1] https://opmed.doximity.com/articles/should-i-stay-or-should-i-go-10-warning-signs-that-it-may-be-time-to-quit-your-job
[1] https://opmed.doximity.com/articles/6-culture-lessons-the-army-can-teach-medicine-about-burnout-ad1877210cb7
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopmed.doximity.com%2Fstop-calling-me-a-female-surgeon-a2c87f9749f3

Top URLs in Tweet in G9:
[2] https://www.ypo.org/2018/12/remarkable-ypo-members-chosen-as-ey-entrepreneurs-of-the-year/
[1] https://lnkd.in/epD5G65
[1] https://lnkd.in/e-_USYB
[1] https://lnkd.in/ecaekcp
[1] https://twitter.com/doximity/status/1063212458456821766
[1] https://33charts.com/doximity/
[1] https://stevaino.blogspot.com/2018/12/american-world-war-ll-oldest-veteran.html?m=1
[1] https://stevaino.blogspot.com/2018/11/english-fa-planning-to-reduce-numbers.html?m=1
[1] https://www.ey.com/us/en/about-us/entrepreneurship/entrepreneur-of-the-year/us_eoy_2018-services
[1] https://doximity.com/uber

Top URLs in Tweet in G10:
[6] http://www.onlinejacc.org/content/72/23_Part_A/2813
[3] https://opmed.doximity.com/articles/we-operate-on-the-body-but-forget-the-soul
[2] https://opmed.doximity.com/articles/questioning-one-of-healthcare-s-sacred-cows
[2] https://opmed.doximity.com/articles/the-hopeful-future-of-spinal-cord-injury-technology
[1] https://opmed.doximity.com/articles/should-i-stay-or-should-i-go-10-warning-signs-that-it-may-be-time-to-quit-your-job
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopmed.doximity.com%2Fis-it-still-possible-to-be-a-triple-threat-in-modern-medicine-b838bcc7abc1

Top Domains
Top Domains in Tweet in Entire Graph:
[1265] doximity.com
[89] lnkd.in
[64] smartmoneymd.com
[44] twitter.com
[39] entrepreneur.com
[27] medium.com
[20] nytimes.com
[16] wantremote.com
[13] google.com
[12] healthcaredive.com

Top Domains in Tweet in G1:
[347] doximity.com
[63] smartmoneymd.com
[27] entrepreneur.com
[16] wantremote.com
[12] nytimes.com
[10] remoteok.io
[8] medium.com
[8] healthcaredive.com
[7] lnkd.in
[6] amazonaws.com

Top Domains in Tweet in G2:
[177] doximity.com
[20] twitter.com
[5] hbr.org
[4] medium.com
[4] nodexlgraphgallery.org
[3] shemd.org
[2] sciencemag.org
[1] hmscme.com
[1] womeninwhitecoats.com
[1] my-doctor-friend.com

Top Domains in Tweet in G3:
[314] doximity.com
[19] lnkd.in
[12] google.com
[12] entrepreneur.com
[11] whereverjobs.com
[6] nytimes.com
[4] weworkremotely.com
[4] hedgeaccordingly.com
[4] medium.com
[4] healthcaredive.com

Top Domains in Tweet in G4:
[49] doximity.com
[1] medium.com
[1] osteopathic.org
[1] bmj.com
[1] jamanetwork.com
[1] nejm.org
[1] annals.org

Top Domains in Tweet in G5:
[8] doximity.com
[4] twitter.com
[1] lnkd.in
[1] okt.to
[1] envisioninteligence.com

Top Domains in Tweet in G6:
[34] doximity.com
[6] medium.com
[1] twitter.com
[1] lnkd.in

Top Domains in Tweet in G7:
[17] doximity.com
[1] lnkd.in

Top Domains in Tweet in G8:
[12] doximity.com
[1] medium.com

Top Domains in Tweet in G9:
[3] lnkd.in
[2] ypo.org
[2] blogspot.com
[1] twitter.com
[1] 33charts.com
[1] ey.com
[1] doximity.com
[1] forbes.com

Top Domains in Tweet in G10:
[8] doximity.com
[6] onlinejacc.org
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[103] medtwitter
[101] womeninmedicine
[99] opmed
[57] sheleadshealthcare
[52] blackwomeninmedicine
[48] somedocs
[41] healthcare
[39] medicine
[38] meded
[38] physicians



Top Hashtags in Tweet in G1:
[92] opmed
[84] medtwitter
[21] physicians
[19] remote
[17] healthcare
[17] remotework
[16] job
[14] womeninmedicine
[13] meded
[11] hiring

Top Hashtags in Tweet in G2:
[73] womeninmedicine
[48] blackwomeninmedicine
[46] sheleadshealthcare
[37] somedocs
[17] authenticity
[15] medtwitter
[13] chf
[12] depression
[9] mentalhealth
[9] meded

Top Hashtags in Tweet in G3:
[10] digitalnomad
[10] remote
[8] jobs
[6] digitalnomads
[5] healthcare
[5] freelannce
[5] job
[5] rehabilitation
[4] health
[4] freelancing

Top Hashtags in Tweet in G4:
[6] girltribe
[4] medicine
[4] dpc
[3] somedocs
[3] physicians
[2] worklifebalance
[2] sheleadshealthcare
[1] ilooklikeasurgeon
[1] braveenough
[1] womeninmedicine

Top Hashtags in Tweet in G5:
[3] jpm2019
[3] irad
[3] interventionalradiology
[3] minimallyinvasivemedicine
[3] precisionmedicine
[3] opioidepidemic
[3] pinksocks
[2] jpm19
[2] angelmd
[2] jpmhc19

Top Hashtags in Tweet in G6:
[15] thisisourlane
[9] anesthesia
[8] healthcare
[5] ilooklikeasurgeon
[5] womeninmedicine
[5] jama
[5] nejm
[5] some
[3] socialmedia
[3] hcsm

Top Hashtags in Tweet in G7:
[17] veteransday
[14] gunviolence
[12] thisisourlane
[8] doctorsspeakout
[3] aap
[3] thisismylane
[3] gunsense
[1] womeninmedicine
[1] doctoringwhilefemale
[1] physicians

Top Hashtags in Tweet in G8:
[4] burnout
[1] medtwitter
[1] heforshe
[1] braveenough2018
[1] womeninwhitecoats
[1] nmwim18
[1] blackwomeninmedicine
[1] sheleadsheathcare
[1] primarycare
[1] feminem

Top Hashtags in Tweet in G9:
[8] eoyus
[2] sgfus
[1] mobilevideo
[1] shortformvideo
[1] video
[1] physiciansfirst
[1] digitalmakeover
[1] ash18
[1] fcoi
[1] flu

Top Hashtags in Tweet in G10:
[13] meded
[9] neurosurgery
[6] medtech
[5] spinalcordinjuryresearch
[4] foamed
[4] neuroeducacion
[1] womeninmedicine
[1] medstudent
[1] surgtweeting
[1] medhum

Top Words
Top Words in Tweet in Entire Graph:
[2173] Words in Sentiment List#1: Positive
[1491] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[54158] Non-categorized Words
[57823] Total Words
[1221] doximity
[357] doctors
[331] medicine
[260] physicians
[237] s

Top Words in Tweet in G1:
[584] doximity
[98] medicine
[95] doctors
[92] opmed
[90] new
[84] medtwitter
[73] physicians
[68] physician
[58] good
[56] read

Top Words in Tweet in G2:
[193] doximity
[133] drjrmarcelin
[105] poojalakshmin
[96] s
[91] women
[82] article
[81] hamiltonmusical
[76] lin_manuel
[73] womeninmedicine
[69] somedocs

Top Words in Tweet in G3:
[115] à
[84] doximity
[45] doctors
[39] medicine
[31] care
[28] remote
[26] physicians
[26] new
[25] data
[25] fleeing

Top Words in Tweet in G4:
[112] leahhoustonmd
[90] doximity
[90] doctors
[79] physicians
[78] medicine
[71] patient
[70] system
[65] leaving
[64] surgeons
[64] abused

Top Words in Tweet in G5:
[16] doximity
[10] healthcare
[8] amermedicalassn
[7] angelmd_inc
[7] nythealth
[6] physicians
[6] kevinmd
[5] angels
[5] crowdfunding
[5] medscape

Top Words in Tweet in G6:
[36] doximity
[22] karensibertmd
[20] emarianomd
[20] dremilym
[19] csahq
[16] anesthesia
[16] dear
[16] nra
[16] lane
[15] thisisourlane

Top Words in Tweet in G7:
[18] those
[17] veteransday
[17] thank
[17] stood
[17] gave
[17] privilege
[17] caring
[17] talk
[16] erdisasterdoc
[14] gunviolence

Top Words in Tweet in G8:
[62] need
[31] boundaries
[31] women
[30] don
[30] t
[30] self
[30] care
[28] something
[27] article
[27] learn

Top Words in Tweet in G9:
[32] doximity
[17] jefftangney
[16] s
[16] award
[13] ypo
[13] congratulations
[11] bradkeywell
[10] national
[10] ey_eoy
[10] uptake

Top Words in Tweet in G10:
[13] meded
[9] hopeful
[9] future
[9] spinal
[9] cord
[9] injury
[9] jrobertsmeded
[9] neurosurgery
[7] cabg
[7] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] à,à
[90] doctors,fleeing
[89] fleeing,abusive
[86] abusive,medicine
[78] self,care
[75] leaving,medicine
[74] doctors,leaving
[73] medicine,physicians
[73] physicians,surgeons
[73] surgeons,abused

Top Word Pairs in Tweet in G1:
[49] medicine,doximity
[46] opmed,medtwitter
[46] doctors,fleeing
[46] fleeing,abusive
[46] abusive,medicine
[41] med,students
[38] take,look
[37] narjustduma,diversity
[37] diversity,good
[37] good,tokenism

Top Word Pairs in Tweet in G2:
[48] caribbean,immigrant
[47] m,blackwomeninmedicine
[47] blackwomeninmedicine,caribbean
[47] immigrant,really
[47] really,enjoyed
[47] enjoyed,lin_manuel
[47] lin_manuel,s
[47] s,hamiltonmusical
[47] hamiltonmusical,story
[47] story,many

Top Word Pairs in Tweet in G3:
[91] à,à
[25] doctors,fleeing
[24] fleeing,abusive
[24] abusive,medicine
[15] ˆà,à
[14] 5,new
[14] new,year's
[14] year's,resolutions
[14] resolutions,company
[14] company,make

Top Word Pairs in Tweet in G4:
[64] doctors,leaving
[64] leaving,medicine
[64] medicine,physicians
[64] physicians,surgeons
[64] surgeons,abused
[64] abused,system
[64] system,patient
[63] leahhoustonmd,doctors
[63] patient,worri
[49] kksheld,rubraveenough

Top Word Pairs in Tweet in G5:
[4] physicians,angels
[4] angels,crowdfunding
[4] crowdfunding,healthcare
[3] kevinmd,doximity
[3] irad,interventionalradiology
[3] interventionalradiology,minimallyinvasivemedicine
[3] minimallyinvasivemedicine,precisionmedicine
[3] precisionmedicine,cnnhealth
[3] cnnhealth,bbchealth
[3] bbchealth,nythealth

Top Word Pairs in Tweet in G6:
[18] doximity,csahq
[16] dear,nra
[16] nra,lane
[16] csahq,emarianomd
[16] emarianomd,dremilym
[15] lane,doximity
[15] dremilym,thisisourlane
[14] karensibertmd,dear
[14] thisisourlane,mentalhealt
[9] anesthesia,outside

Top Word Pairs in Tweet in G7:
[17] veteransday,thank
[17] thank,those
[17] those,stood
[17] stood,gave
[17] gave,privilege
[17] privilege,caring
[17] caring,talk
[16] erdisasterdoc,veteransday
[10] better,child
[10] child,custody

Top Word Pairs in Tweet in G8:
[30] don,t
[30] t,need
[30] need,self
[30] self,care
[30] care,need
[30] need,boundaries
[26] article,don
[26] boundaries,makes
[26] makes,wonder
[26] wonder,perhaps

Top Word Pairs in Tweet in G9:
[10] bradkeywell,uptake
[8] u,s
[8] national,award
[8] award,winners
[8] winners,bradkeywell
[8] eoyus,award
[8] award,winner
[8] winner,jefftangney
[8] jefftangney,keep
[8] keep,more

Top Word Pairs in Tweet in G10:
[9] hopeful,future
[9] future,spinal
[9] spinal,cord
[9] cord,injury
[9] injury,jrobertsmeded
[9] jrobertsmeded,meded
[6] ten,year
[6] year,outcomes
[6] outcomes,stents
[6] stents,versus

Top Replied-To
Top Replied-To in Entire Graph:
@drjrmarcelin
@doximity
@shikhajainmd
@leahhoustonmd
@narjustduma
@poojalakshmin
@womeninmedchat
@julialclose
@thecheapseats18
@laurenkuwikmd

Top Replied-To in G1:
@doximity
@gicancerdoc
@drjudymelinek
@bortolettomd
@betamomma
@markdowe1
@katie_sharkey
@etsshow
@sagar_ankita
@sarah08732969

Top Replied-To in G2:
@drjrmarcelin
@shikhajainmd
@womeninmedchat
@poojalakshmin
@thecheapseats18
@julialclose
@arielalmarshall
@laurenkuwikmd
@terryadirimmd
@narjustduma

Top Replied-To in G4:
@leahhoustonmd
@sp_osteo
@marioatx_md
@pedsmamadoc
@parkerpodiatry
@lynn_weiser
@etsshow
@meghanakarande
@gallahercaren
@theroctor_md

Top Replied-To in G5:
@angelmd_inc
@pamelawiblemd
@keithppereira
@doximity

Top Replied-To in G6:
@nejm
@dremilym
@doximity

Top Replied-To in G8:
@hedy_wald

Top Replied-To in G9:
@ypo
@jbcarmody
@doctorsadiel
@lundybraun
@marla_blow

Top Mentioned
Top Mentioned in Entire Graph:
@doximity
@drjrmarcelin
@leahhoustonmd
@poojalakshmin
@hamiltonmusical
@lin_manuel
@narjustduma
@pedsmamadoc
@rubraveenough
@kevinmd

Top Mentioned in G1:
@doximity
@narjustduma
@kevinmd
@drrodrohrich
@entrepreneur
@sindhu_kunal
@drjudymelinek
@drjrmarcelin
@tssmn
@amandasxi

Top Mentioned in G2:
@doximity
@drjrmarcelin
@poojalakshmin
@hamiltonmusical
@lin_manuel
@somedocs
@shikhajainmd
@arielalmarshall
@betamomma
@womeninmedchat

Top Mentioned in G3:
@phyllislevy1

Top Mentioned in G4:
@leahhoustonmd
@doximity
@pedsmamadoc
@rubraveenough
@kksheld
@drlindamd
@rebekah_bernard
@rebeldocs
@mdforchange
@hpecdao

Top Mentioned in G5:
@doximity
@amermedicalassn
@nythealth
@kevinmd
@medscape
@cnnhealth
@abc
@angelmd_inc
@macalusojoseph
@washingtonpost

Top Mentioned in G6:
@doximity
@karensibertmd
@emarianomd
@dremilym
@apsforg
@asalifeline
@qaalihussein1
@happydocpodcast
@drdeepasoni
@qeldoq

Top Mentioned in G7:
@erdisasterdoc
@ninaagrawalmd
@pisalapel
@nydocs
@maggienyt
@betamomma
@drsforamerica
@doximity

Top Mentioned in G8:
@logghemd
@sharonnehayes
@womeninomfs
@arielalmarshall
@doximity
@smeltzerb
@surajkapa
@r
@narjustduma
@laurenkuwikmd

Top Mentioned in G9:
@doximity
@jefftangney
@bradkeywell
@ey_eoy
@uptake
@ey_eoyus
@ypo
@ey_growth
@jefftang
@stanfordgsb

Top Mentioned in G10:
@jrobertsmeded
@joesabik
@doximity
@spinalpedia
@jasonhanmd
@modernmeded
@jackiekolive
@j
@mhealthsurgeon
@ehljama

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@mccarrenbill
@razzletazzlemag
@zippylab
@lynn_weiser
@ottlegalrebels
@politicalhedge
@emceeslim
@billnigh
@foxnews

Top Tweeters in G1:
@zippylab
@emceeslim
@bostonglobe
@caffreyej
@pfanderson
@nadeemansary
@bleedingheartmx
@cnbc
@caring_mobile
@omi_082

Top Tweeters in G2:
@njokingumi
@mdaware
@benefitvburden
@tomvarghesejr
@liberalibrarian
@thinkalot
@asieduedmund
@ronchatterjee7
@wunpini_fm
@browofjustice

Top Tweeters in G3:
@razzletazzlemag
@politicalhedge
@iscool
@hedgely
@parvez1
@thefiretracker2
@qcheur
@freshglobalnews
@entrepreneurs28
@theonecalledeli

Top Tweeters in G4:
@mccarrenbill
@lynn_weiser
@shoutgracegrace
@janiek13
@drginareghetti
@t2gunner
@laokiekat
@trumpcat04
@lindarockers
@polarwhut

Top Tweeters in G5:
@startupcrunch
@foxnews
@nytimes
@washingtonpost
@usatoday
@wsj
@nydailynews
@abc
@ft
@cnn

Top Tweeters in G6:
@natricer
@chazzofsheckys
@iamukasa
@clevelandssi
@guntruth
@momandbabydepot
@ausgovgunfacts
@bladez_edge
@ron_george
@ari_kos

Top Tweeters in G7:
@ketaminh
@lizditz
@jessicafastball
@maggienyt
@sam10k
@sapienist
@kausikdatta22
@qualityninja
@meganranney
@momsdemand

Top Tweeters in G8:
@armando_ribeiro
@logghemd
@sasanof
@partnershipvibe
@r
@darakass
@drkristie
@hedy_wald
@finkshrink
@artofstriving

Top Tweeters in G9:
@mtmdphd
@wdsprmaven
@doctor_v
@jerryebby1
@stanfordgsb
@ypo
@uber
@ronsuber
@dpatjr
@adalthousephd

Top Tweeters in G10:
@ottlegalrebels
@formilabhx
@mededbot
@ivandiaz_pr
@spinalpedia
@cardiodata
@cityofhope
@cardioacademic
@eri_ont
@mhealthsurgeon


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