doximity, Twitter, 3/21/2019 12:51:09 AM, 191117


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doximity_2019-03-20_17-38-20.xlsx
doximity_2019-03-20_17-38-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2019
Short Description:
doximity via NodeXL http://bit.ly/2TXqV3D
@doximity
@macalusojoseph
@keithppereira
@crowdtalk
@juliamdwriter
@leahhoustonmd
@logghemd
@pedsmamadoc
@mastermedfacts1
@somedocs

Top hashtags:
#womeninmedicine
#opmed
#medtwitter
#somedocs
#physicians
#tweetatricians

Description:
Description
The graph represents a network of 2,155 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 Thursday, 21 March 2019 at 00:39 UTC.

The requested start date was Thursday, 21 March 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 78-day, 10-hour, 30-minute period from Tuesday, 01 January 2019 at 06:22 UTC to Wednesday, 20 March 2019 at 16:53 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 : 2155
Unique Edges : 3086
Edges With Duplicates : 2645
Total Edges : 5731
Number of Edge Types : 3
Mentions : 4648
Tweet : 704
Replies to : 379
Self-Loops : 704
Reciprocated Vertex Pair Ratio : 0.0609087979374799
Reciprocated Edge Ratio : 0.114823815309842
Connected Components : 453
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 1357
Maximum Edges in a Connected Component : 4791
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.830159
Graph Density : 0.000709196940026326
Modularity : 0.486627
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[29] https://opmed.doximity.com/articles/how-far-would-you-drive-to-increase-your-chances-of-cancer-survival
[29] https://opmed.doximity.com/articles/say-it-like-it-is-sugar-is-a-drug
[24] https://www.nytimes.com/2018/12/16/opinion/statin-side-effects-cancer.amp.html
[20] https://opmed.doximity.com/articles/we-are-trained-to-be-doctors-not-corporate-cogs
[19] https://opmed.doximity.com/articles/a-medical-case-for-a-whole-food-plant-based-diet
[19] https://opmed.doximity.com/articles/declaring-a-public-health-crisis-at-the-hunters-point-naval-shipyard-in-san-francisco-a-federal-superfund-site
[18] https://opmed.doximity.com/articles/why-does-organized-medicine-hate-guns-520d8d64-efd0-4a4c-bdb1-65365a0756f5
[17] https://opmed.doximity.com/articles/death-by-patient-satisfaction-in-the-er
[16] https://opmed.doximity.com/articles/the-invincible-superhuman-doctor-why-wellness-and-resiliency-programs-get-it-wrong

Top URLs in Tweet in G1:
[26] https://opmed.doximity.com/articles/say-it-like-it-is-sugar-is-a-drug
[16] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[9] https://opmed.doximity.com/articles/death-by-patient-satisfaction-in-the-er
[7] https://opmed.doximity.com/articles/the-hospital-will-not-love-you-back
[7] https://opmed.doximity.com/articles/we-are-trained-to-be-doctors-not-corporate-cogs
[6] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F15483381%3F_csrf_attempted%3Dyes
[6] https://opmed.doximity.com/articles/10-myths-about-inpatient-rehabilitation-4f57d45de61c
[5] https://opmed.doximity.com/articles/primary-care-physicians-are-of-primary-importance
[5] https://www.nytimes.com/2018/12/16/opinion/statin-side-effects-cancer.amp.html
[4] https://opmed.doximity.com/articles/doctors-are-fleeing-abusive-medicine

Top URLs in Tweet in G2:
[13] https://www.nytimes.com/2018/12/16/opinion/statin-side-effects-cancer.amp.html
[6] https://opmed.doximity.com/articles/sts-presentations-highlight-impact-of-registry-data-on-health-care-policy
[5] https://opmed.doximity.com/articles/the-hospital-will-not-love-you-back
[4] https://opmed.doximity.com/articles/rare-diseases-aren-t-that-rare
[4] https://www.entrepreneur.com/article/324628
[3] https://opmed.doximity.com/articles/the-new-golden-age-of-medicine-there-s-no-better-time-to-be-a-doctor/
[3] https://opmed.doximity.com/articles/this-doctor-stole-a-patient
[3] https://remoteok.io/jobs/71367-remote-software-engineer-ruby-javascript-doximity
[3] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F17263896%3F_csrf_attempted%3Dyes
[3] https://opmed.doximity.com/we-dont-need-self-care-we-need-boundaries-79042584b318?source=rss----ba5ee9cbb9fa---4&gi=9d9d22bd78d7

Top URLs in Tweet in G3:
[12] https://opmed.doximity.com/articles/overcoming-obstacles-to-career-growth-tackling-conferences
[11] https://opmed.doximity.com/articles/why-this-doctor-thinks-the-aca-is-unconstitutional
[7] https://opmed.doximity.com/articles/we-are-trained-to-be-doctors-not-corporate-cogs
[6] https://opmed.doximity.com/articles/why-we-should-tell-patients-their-illnesses-are-stories
[4] https://opmed.doximity.com/articles/i-have-exceeded-my-ancestors-wildest-dreams
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182404
[3] https://opmed.doximity.com/articles/don-t-capsize-under-capitation-a-primer-for-pcps
[3] https://opmed.doximity.com/articles/when-i-was-pregnant-i-let-my-patients-do-the-talking
[3] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[3] https://opmed.doximity.com/articles/the-new-golden-age-of-medicine-there-s-no-better-time-to-be-a-doctor

Top URLs in Tweet in G4:
[3] https://opmed.doximity.com/articles/physicians-angels-and-crowdfunding-in-healthcare
[2] https://twitter.com/doximity/status/1082298333560037381
[2] https://getreferralmd.com/2019/01/6-healthcare-apps-that-will-increase-productivity-in-your-office/#.XFD7irpU4DA.twitter
[1] https://twitter.com/nejm/status/1088048702919446528
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182404
[1] https://twitter.com/nodexl/status/1086269075351691269
[1] https://twitter.com/referralmd/status/1088466706715082752
[1] https://twitter.com/referralmd/status/1088875492193779712
[1] https://twitter.com/doximity/status/1080508787822395393
[1] https://twitter.com/nihdirector/status/1088081070837387265

Top URLs in Tweet in G5:
[8] https://opmed.doximity.com/articles/death-by-patient-satisfaction-in-the-er
[2] https://www.sciencedirect.com/science/article/abs/pii/S0025712517301931
[1] https://www.mastermedfacts.com/ecgs#no22
[1] https://accesscardiology.mhmedical.com/content.aspx?bookid=2372§ionid=185599126
[1] https://www.mastermedfacts.com/ecgs#no21
[1] https://www.acc.org/latest-in-cardiology/articles/2019/02/21/14/21/reporting-the-clinical-value-of-cv-risk-factors#.XHL2w3doUrE.twitter
[1] https://accesscardiology.mhmedical.com/content.aspx?bookid=2489§ionid=198702188
[1] http://www.onlinejacc.org/content/73/7/868
[1] http://time.com/5534352/food-best-medicine/?xid=tcoshare
[1] https://twitter.com/rblument1/status/1101169505579995136

Top URLs in Tweet in G6:
[2] https://opmed.doximity.com/articles/why-advocacy-is-medicine-too
[1] https://www.youtube.com/watch?v=20AkkWX7Q3Y

[1] https://opmed.doximity.com/articles/how-i-beat-burnout-95164911-f11d-40f5-b8f0-bba62cb96ebd
[1] https://www.linkedin.com/pulse/vet-jobs-girls-how-gender-bias-can-exist-even-female-dominated-gale
[1] https://blog.doximity.com/articles/doximity-2018-physician-compensation-report

Top URLs in Tweet in G7:
[2] https://opmed.doximity.com/articles/representing-the-hematology-oncology-physician-women-wolfpack-group-at-asco-2018-bb401e8b-1138-47f4-af20-76a30f2e7618?utm_sq=fz3buez2li
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F17719449%3F_csrf_attempted%3Dyes
[1] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries?fbclid=IwAR36IEi9-jw9uxvIk2ycqJQL4Bn-efg93I3jc_V1iexysXeQgiWQ6KY0rxk
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fdoc_news%2Fv2%2Fentries%2F17965276%3F_csrf_attempted%3Dyes
[1] https://opmed.doximity.com/articles/7-steps-to-be-a-good-antibiotic-steward
[1] https://opmed.doximity.com/articles/my-breastfeeding-experience-as-a-working-physician-mom
[1] https://auth.doximity.com/csrf_init?redirect_to=https%3A%2F%2Fwww.doximity.com%2Fnewsfeed%2F124438060%3F_csrf_attempted%3Dyes%26replyto%3D163805
[1] http://www.providencejournal.com/opinion/20180321/my-turn-katherine-m-sharkey-big-wage-gap-between-male-and-female-ri-doctors
[1] https://opmed.doximity.com/articles/why-we-should-tell-patients-their-illnesses-are-stories
[1] https://medium.com/m/global-identity?redirectUrl=https://opmed.doximity.com/they-dont-want-a-female-surgeon-you-know-how-it-is-no-i-don-t-6b53629d52a4

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
[2] https://opmed.doximity.com/articles/how-to-wear-glitter-to-the-operating-room
[2] https://opmed.doximity.com/articles/representing-the-hematology-oncology-physician-women-wolfpack-group-at-asco-2018-bb401e8b-1138-47f4-af20-76a30f2e7618?utm_sq=fz3buez2li
[1] https://opmed.doximity.com/articles/stop-calling-me-a-female-surgeon-a2c87f9749f3
[1] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[1] https://twitter.com/lillianerdahlmd/status/1093568955602649089?s=21
[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

Top URLs in Tweet in G9:
[8] https://opmed.doximity.com/articles/the-invincible-superhuman-doctor-why-wellness-and-resiliency-programs-get-it-wrong
[4] https://opmed.doximity.com/articles/we-don-t-need-self-care-we-need-boundaries
[2] https://opmed.doximity.com/articles/we-dont-need-self-care-we-need-boundaries-79042584b318
[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://aasm.org/six-new-scorecards-for-sleep-apnea-diagnostic-testing-policies-now-available/
[1] https://opmed.doximity.com/articles/how-i-beat-burnout-95164911-f11d-40f5-b8f0-bba62cb96ebd

Top URLs in Tweet in G10:
[1] https://opmed.doximity.com/articles/an-antidote-in-the-opioid-crisis-buprenorphine-as-the-primary-opioid-analgesic-for-chronic-pain?fbclid=IwAR1zMVyChjUtSp3VPxuDQEtBbCSoTvDaCR8qYqYQ69c61TGWqNVv2ZcOFXQ
[1] https://opmed.doximity.com/articles/they-fell-like-dominos-my-license-my-certification-my-profession-d4ee2ef1-ef91-4c88-835d-4a776880b4ec
[1] https://lnkd.in/gNzMFVA
[1] https://lnkd.in/gpf84-f
[1] https://opmed.doximity.com/articles/they-fell-like-dominos-my-license-my-certification-my-profession-21667cc4d596

Top Domains
Top Domains in Tweet in Entire Graph:
[976] doximity.com
[40] twitter.com
[31] nytimes.com
[29] lnkd.in
[18] smartmoneymd.com
[15] weworkremotely.com
[11] wantremote.com
[10] medium.com
[9] remoteok.io
[7] remotejob.io

Top Domains in Tweet in G1:
[282] doximity.com
[12] lnkd.in
[9] weworkremotely.com
[7] nytimes.com
[5] blogspot.com
[5] twitter.com
[4] oup.com
[4] positionremote.com
[4] iheartremotework.com
[3] google.com

Top Domains in Tweet in G2:
[216] doximity.com
[16] nytimes.com
[11] wantremote.com
[10] lnkd.in
[7] remoteok.io
[6] weworkremotely.com
[5] entrepreneur.com
[4] meetup.com
[4] remoteindex.io
[3] workatremote.com

Top Domains in Tweet in G3:
[112] doximity.com
[7] twitter.com
[5] medium.com
[4] nodexlgraphgallery.org
[2] carriereynoldsmd.com
[2] lnkd.in
[1] my-doctor-friend.com
[1] nytimes.com
[1] wikia.com

Top Domains in Tweet in G4:
[15] twitter.com
[9] doximity.com
[2] getreferralmd.com
[1] nodexlgraphgallery.org
[1] usnews.com
[1] nih.gov

Top Domains in Tweet in G5:
[9] doximity.com
[7] twitter.com
[2] mastermedfacts.com
[2] mhmedical.com
[2] acc.org
[2] sciencedirect.com
[2] youtube.com
[1] onlinejacc.org
[1] time.com
[1] technologyreview.com

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

Top Domains in Tweet in G7:
[13] doximity.com
[1] providencejournal.com
[1] medium.com
[1] okt.to

Top Domains in Tweet in G8:
[11] doximity.com
[1] twitter.com

Top Domains in Tweet in G9:
[15] doximity.com
[1] medium.com
[1] aasm.org

Top Domains in Tweet in G10:
[3] doximity.com
[2] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] womeninmedicine
[71] opmed
[55] medtwitter
[39] somedocs
[34] physicians
[33] tweetatricians
[28] cancer
[27] lcsm
[25] remotework
[25] job



Top Hashtags in Tweet in G1:
[5] rehabilitation
[5] remote
[5] job
[4] health
[4] doctors
[4] healthcare
[4] remotework
[4] devops
[4] sysadmin
[3] medicine

Top Hashtags in Tweet in G2:
[63] opmed
[29] medtwitter
[19] remotework
[18] job
[16] remote
[15] physicians
[9] hiring
[9] remotejob
[8] physicianburnout
[8] matchday

Top Hashtags in Tweet in G3:
[67] womeninmedicine
[35] somedocs
[28] tweetatricians
[18] medtwitter
[17] meded
[12] hcsm
[11] girlmedtwitter
[10] physicians
[7] medpeds
[6] primarycare

Top Hashtags in Tweet in G4:
[11] interventionalradiology
[7] angelmdforum
[7] irad
[6] wasday2019
[6] miips
[4] whenallelsefails
[4] trustanirad
[4] innovative
[4] stopthebleed
[4] iamir

Top Hashtags in Tweet in G5:
[9] internalmedicine
[7] accwic
[2] interventional
[2] osughndivision
[1] gendergap
[1] equality
[1] equalopportunities
[1] amreport
[1] grandrounds
[1] meded

Top Hashtags in Tweet in G6:
[2] emadvocacy
[1] brentisacheesenazi
[1] wellnesswednesday

Top Hashtags in Tweet in G7:
[11] breastfeeding
[8] mom
[5] womeninmedicine
[3] antimicrobial
[3] idmeded
[3] somedocs
[3] genderequity
[2] physicianmom
[2] heforshe
[2] ilooklikeasurgeon

Top Hashtags in Tweet in G8:
[2] plasticsurgery
[1] howtowearglittertotheoperatingroom
[1] opentosuggestions
[1] medtwitter
[1] heforshe
[1] opmed
[1] primarycare

Top Hashtags in Tweet in G9:
[4] phd
[3] tweetatricians
[1] phdlife
[1] womeninresearch
[1] womeninmedicine
[1] breastfeeding
[1] mom
[1] wellnesswednesday
[1] burnout
[1] resilience

Top Hashtags in Tweet in G10:
[1] opiodhysteria

Top Words
Top Words in Tweet in Entire Graph:
[1599] Words in Sentiment List#1: Positive
[1124] Words in Sentiment List#2: Negative
[30] Words in Sentiment List#3: Angry/Violent
[45759] Non-categorized Words
[48482] Total Words
[964] doximity
[191] care
[190] choo_ek
[187] s
[182] tnicholsmd

Top Words in Tweet in G1:
[115] à
[71] doximity
[32] more
[31] software
[31] engineer
[28] need
[26] care
[26] doctors
[23] physician
[23] t

Top Words in Tweet in G2:
[341] doximity
[64] opmed
[57] physician
[51] new
[45] physicians
[44] dr
[35] medicine
[33] article
[31] patients
[30] out

Top Words in Tweet in G3:
[85] plz
[84] doximity
[73] â
[72] somedocs
[67] womeninmedicine
[64] s
[58] women
[56] betamomma
[52] doctor
[51] womeninmedchat

Top Words in Tweet in G4:
[35] doximity
[21] amermedicalassn
[17] angelmd_inc
[13] healthcare
[11] keithppereira
[11] interventionalradiology
[10] alamo_angels
[8] jpmorgan
[8] nythealth
[7] doctors

Top Words in Tweet in G5:
[42] doximity
[21] center
[20] medical
[18] ohio
[18] state
[18] wexner
[15] darwinconwell
[14] osuwexmed
[14] university
[13] md

Top Words in Tweet in G6:
[187] choo_ek
[184] doximity
[182] tnicholsmd
[178] emrazz
[177] darakass
[175] convertdcyclist
[158] epa
[148] yourfeminstboss
[136] flamemasterelan
[25] cheese

Top Words in Tweet in G7:
[16] doximity
[15] breastfeeding
[12] s
[11] physician
[10] drmarleydoyle
[9] mom
[9] illnesses
[9] plots
[9] unfold
[9] symptoms

Top Words in Tweet in G8:
[80] need
[41] boundaries
[40] don
[40] t
[40] self
[40] care
[40] women
[38] article
[36] logghemd
[36] makes

Top Words in Tweet in G9:
[24] setting
[24] boundaries
[22] means
[22] pausing
[22] whenever
[22] anyone
[22] asks
[22] something
[22] remembering
[22] three

Top Words in Tweet in G10:
[24] doctors
[24] stand
[24] up
[23] begins
[23] increased
[23] fear
[23] mongering
[23] old
[23] school
[23] opioids

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[169] doximity,tnicholsmd
[163] convertdcyclist,doximity
[157] tnicholsmd,epa
[156] choo_ek,convertdcyclist
[151] darakass,choo_ek
[138] yourfeminstboss,darakass
[91] self,care
[91] à,à
[80] emrazz,yourfeminstboss
[77] don,t

Top Word Pairs in Tweet in G1:
[91] à,à
[30] software,engineer
[16] self,care
[15] ˆà,à
[14] à,ˆà
[14] doximity,software
[12] don,t
[10] need,boundaries
[9] t,need
[8] need,self

Top Word Pairs in Tweet in G2:
[24] software,engineer
[21] check,out
[17] new,remote
[17] remote,job
[16] physician,burnout
[14] dr,google
[13] google,liar
[11] doximity,today
[9] interview,doximity
[9] engineer,ruby

Top Word Pairs in Tweet in G3:
[38] plz,join
[38] join,4
[38] 4,great
[38] great,womeninmedicine
[38] womeninmedicine,chat
[38] chat,2nite
[38] 2nite,feb
[38] feb,10th
[38] 10th,9
[38] 9,pm

Top Word Pairs in Tweet in G4:
[6] doximity,know
[6] know,40
[6] 40,doctors
[6] doctors,marry
[6] marry,another
[6] another,doctor
[6] doctor,healthcare
[6] healthcare,professional
[6] professional,amermedicalassn
[6] amermedicalassn,explores

Top Word Pairs in Tweet in G5:
[18] ohio,state
[18] wexner,medical
[18] medical,center
[13] state,university
[13] university,wexner
[9] aga,regional
[9] regional,practice
[9] practice,skills
[9] skills,workshop
[9] workshop,ohio

Top Word Pairs in Tweet in G6:
[169] doximity,tnicholsmd
[163] convertdcyclist,doximity
[157] tnicholsmd,epa
[156] choo_ek,convertdcyclist
[151] darakass,choo_ek
[138] yourfeminstboss,darakass
[80] emrazz,yourfeminstboss
[58] flamemasterelan,yourfeminstboss
[58] emrazz,flamemasterelan
[33] flamemasterelan,emrazz

Top Word Pairs in Tweet in G7:
[9] breastfeeding,physician
[9] physician,mom
[9] plots,unfold
[9] unfold,symptoms
[9] symptoms,enter
[9] enter,characters
[9] characters,bodies
[9] bodies,setting
[8] wonderful,essay
[8] essay,challenges

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

Top Word Pairs in Tweet in G9:
[22] setting,boundaries
[22] boundaries,means
[22] means,pausing
[22] pausing,whenever
[22] whenever,anyone
[22] anyone,asks
[22] asks,something
[22] something,remembering
[22] remembering,three
[22] three,choices

Top Word Pairs in Tweet in G10:
[24] stand,up
[23] begins,increased
[23] increased,fear
[23] fear,mongering
[23] mongering,old
[23] old,school
[23] school,opioids
[23] opioids,slick
[23] slick,sales
[23] sales,pitch

Top Replied-To
Top Replied-To in Entire Graph:
@emrazz
@flamemasterelan
@pipelarry
@doximity
@convertdcyclist
@darakass
@wcinvestor
@womeninmedchat
@jyulette
@yourfeminstboss

Top Replied-To in G1:

Top Replied-To in G2:
@doximity
@kevinmd
@bortolettomd
@physphilosopher
@drjrmarcelin
@sacjai
@agsalib
@danisetor
@sneshah7
@nikitagill_

Top Replied-To in G3:
@womeninmedchat
@juliamdwriter
@marioatx_md
@day_flowerr
@narjustduma
@terryadirimmd
@arielalmarshall
@somedocs
@doximity
@divadocsbos

Top Replied-To in G4:
@angelmd_inc
@mdandersonnews
@doximity
@forbes
@xconomy
@ghostwr71573197
@keithppereira
@sirspecialists

Top Replied-To in G5:
@doximity
@drquinncapers4
@ahaokc
@drmarthagulati
@petersliang
@darwinconwell

Top Replied-To in G6:
@emrazz
@flamemasterelan
@pipelarry
@convertdcyclist
@darakass
@jyulette
@yourfeminstboss
@claudiapulchra
@rob_sheridan
@angryariesqueen

Top Replied-To in G7:
@shikhajainmd
@drjrmarcelin
@drjunejd
@medscape
@drsinhaesq

Top Replied-To in G8:
@storkbrian
@lydeey

Top Replied-To in G9:
@poojalakshmin
@babydoclaz

Top Mentioned
Top Mentioned in Entire Graph:
@doximity
@choo_ek
@tnicholsmd
@darakass
@convertdcyclist
@epa
@emrazz
@yourfeminstboss
@flamemasterelan
@betamomma

Top Mentioned in G1:

Top Mentioned in G2:
@doximity
@justindubin
@dox_engineering
@asco
@kategerull
@driribarne
@doxim
@drrodrohrich
@mencardio
@mtnmd

Top Mentioned in G3:
@doximity
@betamomma
@womeninmedchat
@crowdtalk
@juliamdwriter
@pedsmamadoc
@somedocs
@juliesilvermd
@drcorriel
@drjrmarcelin

Top Mentioned in G4:
@doximity
@amermedicalassn
@angelmd_inc
@alamo_angels
@keithppereira
@nythealth
@jpmorgan
@kevinmd
@cnnhealth
@sirspecialists

Top Mentioned in G5:
@doximity
@osuwexmed
@darwinconwell
@accintouch
@societygim
@amergastroassn
@payalkohlimd
@drquinncapers4
@williamtlchen
@thecurbsiders

Top Mentioned in G6:
@choo_ek
@doximity
@tnicholsmd
@darakass
@convertdcyclist
@epa
@emrazz
@yourfeminstboss
@flamemasterelan
@rob_sheridan

Top Mentioned in G7:
@doximity
@drmarleydoyle
@drvantilburg
@rubraveenough
@arghavan_salles
@sastrong2017
@sboerner
@womensurgeons
@gulmadison
@juliesilvermd

Top Mentioned in G8:
@logghemd
@doximity
@smeltzerb
@laurenkuwikmd
@drkarenhorton
@drannedancey
@drvfung
@drheatherfurnas
@courtneykrowe
@shereneshalhub

Top Mentioned in G9:
@lauriebaedke
@poojalakshmin
@ackerdoc
@juliamdwriter
@liangrhea
@doximity
@ledicmucy
@pedsmamadoc
@babydoclaz
@pash22

Top Mentioned in G10:
@ravensspirit68
@davidwcole1

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@engineersday
@chidambara09
@businessinsider
@huffpost
@guardian
@bivi_17
@ketaminh
@janiecestaton
@foxnews

Top Tweeters in G1:
@engineersday
@crweworld
@hedgely
@parvez1
@theonecalledeli
@drreneeobey
@jomaxx
@pieterkeeve
@ashercsnader_
@trustworthymike

Top Tweeters in G2:
@caffreyej
@cnbc
@omi_082
@medicalquack
@jenasummerlin
@hyhutriangle
@entrepreneur
@analisamendment
@wef
@oncologytube

Top Tweeters in G3:
@chidambara09
@ketaminh
@janiecestaton
@vernapolitics
@drshahrul80
@tomvarghesejr
@thinkalot
@cjmartin23
@francesmotley
@hcsmnews

Top Tweeters in G4:
@startupcrunch
@huffpost
@guardian
@foxnews
@washingtonpost
@drginareghetti
@wsj
@abc
@ft
@cnn

Top Tweeters in G5:
@saludhealthinfo
@juliomayol
@heartotxheartmd
@drmarthagulati
@techreview
@realcruzhenry
@swexner
@cardioian
@medschooladvice
@medflygenes

Top Tweeters in G6:
@objkshn
@omfgkarlee
@starrev
@falconer084
@itsalearning
@dianthrax
@burgskeletal
@gaylibman
@rob_sheridan
@thesangcafe

Top Tweeters in G7:
@pkanagaratnam
@copronorfolk
@medscape
@womensurgeons
@bethlinas
@drkathyhughes
@iamkasmer
@brownuniversity
@rihospital
@usnehal

Top Tweeters in G8:
@mary_b_68
@armando_ribeiro
@drheatherfurnas
@logghemd
@drkarenhorton
@sasanof
@storkbrian
@partnershipvibe
@bjemec
@drannedancey

Top Tweeters in G9:
@lizditz
@pash22
@bonillal1
@healthcarewen
@robincogan
@loisteston
@mahealthforkids
@docemurray
@owlblazek
@ellen313

Top Tweeters in G10:
@psychichealerc
@carolyncolson
@starvinlarry
@therebelpatient
@deeenst
@elianok10
@ghostingeek
@justmichellem77
@equalitycouple
@rogerth71142375


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