#hcldr, Twitter, 1/10/2019 9:57:37 PM, 181469


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#hcldr_2019-01-10_13-37-31.xlsx
#hcldr_2019-01-10_13-37-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2019
Short Description:
#hcldr via NodeXL http://bit.ly/2TGhfGG
@rasushrestha
@joebabaian
@gracecordovano
@mededbot
@2healthguru
@drmstiegler
@drpiekarz
@theihi
@nathangrunewald
@stuckonsw

Top hashtags:
#hcldr
#healthcare
#hitsm
#pinksocks
#jpm19
#hcsm
#meded
#digitalhealth
#himss19

Description:
Description
The graph represents a network of 1,343 Twitter users whose tweets in the requested range contained "#hcldr", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 January 2019 at 21:38 UTC.

The requested start date was Monday, 07 January 2019 at 01:01 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 13-day, 23-hour, 19-minute period from Monday, 24 December 2018 at 01:40 UTC to Monday, 07 January 2019 at 01:00 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 : 1343
Unique Edges : 2365
Edges With Duplicates : 1370
Total Edges : 3735
Number of Edge Types : 3
Mentions : 3229
Tweet : 394
Replies to : 112
Self-Loops : 394
Reciprocated Vertex Pair Ratio : 0.069758064516129
Reciprocated Edge Ratio : 0.130418394270637
Connected Components : 58
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 1207
Maximum Edges in a Connected Component : 3538
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.41051
Graph Density : 0.0014720030893755
Modularity : 0.485587
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] http://wareflo.com/jpm19.htm
[19] http://www.ihi.org/communities/blogs/to-prevent-patient-harm-practice-respect-and-deliver-dignity
[12] https://www.fiercehealthcare.com/hospitals-health-systems/ihi-creates-framework-to-better-bring-health-system-boards-into-quality
[11] http://nolahi.com/
[10] http://healthcarenowradio.out.airtime.pro:8000/healthcarenowradio_a
[9] https://account.altvr.com/events/1103632450430435646
[8] https://twitter.com/apeastregion/status/1077217184865288192
[7] https://blog.dealforma.com/2019/01/04/life-sciences-ma-starts-with-a-bang-in-2019-after-rebounding-in-2018/
[7] https://www.medstartr.com/pages/nolahichallenge19
[6] https://internalmedicine.euroscicon.com/registration/discount

Top URLs in Tweet in G1:
[44] http://wareflo.com/jpm19.htm
[11] http://nolahi.com/
[9] https://account.altvr.com/events/1103632450430435646
[9] http://healthcarenowradio.out.airtime.pro:8000/healthcarenowradio_a
[8] https://twitter.com/apeastregion/status/1077217184865288192
[7] https://www.medstartr.com/pages/nolahichallenge19
[6] https://www.healthcarenowradio.com/programs/pophealth-week/
[5] https://twitter.com/wsj/status/1078432866588078081
[5] https://www.healthcarenowradio.com/programs/healthcare-it-today/
[3] https://mailchi.mp/fcfa5148916b/start-2019-out-with-a-big-win-apply-to-win-one-of-the-four-challenges-on-medstartr-today

Top URLs in Tweet in G2:
[5] http://www.healthinnovationmedia.com/2019/01/01/37th-jp-morgan-healthcare-investor-conference/
[5] https://blog.dealforma.com/2019/01/04/life-sciences-ma-starts-with-a-bang-in-2019-after-rebounding-in-2018/
[3] https://digitalmastersmedia.com/
[3] http://www.healthinnovationmedia.com/team/
[3] https://www.nytimes.com/2019/01/03/opinion/new-horizons-ultima-thule-mission.html
[2] https://twitter.com/RANDCorporation/status/1079806398408450048
[2] http://www.healthinnovationmedia.com/team
[1] https://twitter.com/JamesARay/status/1073326804515999744
[1] https://twitter.com/mdandersonnews/status/1078320099155759104
[1] https://twitter.com/rasushrestha/status/1081514907214987264

Top URLs in Tweet in G3:
[2] https://twitter.com/gracecordovano/status/1081272128039776257
[1] https://www.medpagetoday.com/primarycare/exercisefitness/77089
[1] https://www.fastcompany.com/90207550/this-co-op-lets-patients-monetize-their-own-health-data
[1] https://twitter.com/GraceCordovano/status/1081272128039776257
[1] https://twitter.com/jhoronjeff/status/1080816684678725632
[1] https://www.statnews.com/2019/01/02/physician-innovators-needed/
[1] https://twitter.com/JamieRoger8/status/1073311565196214273
[1] https://www.cnbc.com/2018/12/17/amazon-vision-future-health-care.html?__source=sharebar|twitter&par=sharebar
[1] https://twitter.com/healthcarerap/status/1080855932874088448
[1] https://www.washingtonpost.com/business/2018/07/18/open-office-plans-are-bad-you-thought/?utm_term=.35566440bb6e

Top URLs in Tweet in G4:
[17] http://www.ihi.org/communities/blogs/to-prevent-patient-harm-practice-respect-and-deliver-dignity
[12] https://www.fiercehealthcare.com/hospitals-health-systems/ihi-creates-framework-to-better-bring-health-system-boards-into-quality
[6] http://www.ihi.org/communities/blogs/why-middle-managers-are-the-key-to-qi-success?utm_source=IHI_Social&utm_medium=Twitter&utm_campaign=2019_January_LQI&utm_content=Munch_Blog
[5] http://www.ihi.org/communities/blogs/tips-for-reducing-readmissions-improving-equity
[5] http://www.ihi.org/communities/blogs/how-to-help-boards-oversee-quality
[2] http://www.ihi.org/education/WebTraining/Webinars/Leading-Quality-Improvement-Essentials-for-Managers/Pages/default.aspx?utm_source=IHI_Social&utm_medium=Twitter&utm_campaign=2019_January_LQI
[2] https://www.cnbc.com/2017/08/02/hospitals-can-kill-the-health-insurance-industry-commentary.html
[1] https://hbr.org/2018/09/why-design-thinking-works?utm_campaign=hbr&utm_source=twitter&utm_medium=social
[1] https://hbr.org/2018/09/how-to-minimize-stress-before-during-and-after-your-vacation?utm_medium=email&utm_source=newsletter_daily&utm_campaign=mtod_not_activesubs&referral=00203&deliveryName=DM22692
[1] https://catalyst.nejm.org/nurse-leaders-need-advance-degrees?utm_source=Twitter_Cat&utm_medium=Tweet_org&utm_content=Gittlen25v3&utm_campaign=Content

Top URLs in Tweet in G5:
[2] https://pca.st/v74Z
[1] https://www.marjoriestieglermd.com/personal-branding-for-physicians-what-why-and-how/
[1] https://www.marjoriestieglermd.com/finding-and-leveraging-sponsorship-for-career-development/

Top URLs in Tweet in G6:
[1] https://m.facebook.com/story.php?story_fbid=1967935603293645&id=226328224101270&_rdr
[1] https://deloitte.wsj.com/cmo/2018/12/17/ways-to-engage-the-modern-health-care-consumer/
[1] https://twitter.com/BuildTmrw/status/1078057870745313280
[1] https://theweeklyone.net/2018/08/10/31-healthy-hunting-online/
[1] https://twitter.com/shannondingle/status/1080268320811687936
[1] https://mailchi.mp/27193ec74368/weeklyonesignup
[1] https://www.kevinmd.com/blog/2017/11/physicians-must-embrace-business-side-medicine.html
[1] https://www.opennotes.org/top10of2018/
[1] https://www.nytimes.com/2018/07/09/upshot/sometimes-patients-simply-need-other-patients.html

Top URLs in Tweet in G7:
[2] https://www.medpagetoday.com/practicemanagement/informationtechnology/77175
[1] https://twitter.com/DrIanWeissman/status/1077030613130059776
[1] https://www.kevinmd.com/blog/2018/12/3-lessons-this-physician-learned-from-her-patients.html
[1] https://www.cancer.gov/about-nci/budget/fact-book
[1] https://www.cnbc.com/2018/12/26/health-tech-predictions-for-2019.html?__source=sharebar|twitter&par=sharebar
[1] https://twitter.com/dsquintana/status/1080188823416590336
[1] https://twitter.com/ACRPDC/status/1080876543243706368
[1] https://twitter.com/AetnaNews/status/1080926787843117061
[1] https://twitter.com/DrDave01/status/1080881548730294273
[1] https://twitter.com/hassanah2017/status/1080218478743674880

Top URLs in Tweet in G8:
[5] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[4] https://www.brianthomas.me/blog/entry/wearables-and-your-health-where-do-they-intersect?utm_content=buffer683a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.brianthomas.me/blog/entry/why-wearables-are-important-and-what-to-expect?utm_content=buffer056c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://searchhealthit.techtarget.com/feature/Hospitals-battle-duplicate-medical-records-with-technology
[2] https://www.brianthomas.me/blog/entry/population-health-vs-public-health-the-rising-significance-of-population-health?utm_content=buffer3932c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://thebossmagazine.com/swope-health-services/?utm_content=bufferec06c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/DrIanWeissman/status/1077030613130059776
[1] https://twitter.com/wareFLO/status/1079391745551548416

Top URLs in Tweet in G9:
[6] https://internalmedicine.euroscicon.com/registration/discount
[3] https://medicalschool.anu.edu.au/news-events/news/anu-medical-school-helps-fight-bullying-harassment-and-discrimination
[2] https://www.bmj.com/content/363/bmj.k4907
[2] https://twitter.com/Medrobotics/status/1077956611988226049
[2] https://twitter.com/HCA_News/status/1077956452394958848
[1] https://twitter.com/womeninmedchat/status/1078768680597622784
[1] https://twitter.com/OrchaUK/status/1080837473532563456
[1] https://twitter.com/andresvilarino/status/1077000917935898625
[1] https://twitter.com/MarilynHeineMD/status/1077916278613069825
[1] https://twitter.com/fsgoldstein/status/1078333557343424515

Top URLs in Tweet in G10:
[3] https://twitter.com/DRPiekarz
[2] https://twitter.com/HealthData4All/status/881651037156847616?s=19
[2] https://clicktotweet.com/nRfY4+
[2] https://twitter.com/chrissyfarr/status/1078363827559747584
[2] https://twitter.com/Medrobotics/status/1077956611988226049
[1] http://www.healthinnovationmedia.com/team
[1] https://lnkd.in/ex4VuAx
[1] https://lnkd.in/ed2PFZP
[1] https://www.healthdatamanagement.com/news/healthcare-organizations-begin-to-embrace-for-digital-disruption
[1] https://ctt.ec/nRfY4+

Top Domains
Top Domains in Tweet in Entire Graph:
[174] twitter.com
[44] wareflo.com
[37] ihi.org
[15] healthinnovationmedia.com
[15] brianthomas.me
[15] healthblawg.com
[13] fiercehealthcare.com
[13] airtime.pro
[12] healthcareitnews.com
[12] healthcarenowradio.com

Top Domains in Tweet in G1:
[50] twitter.com
[44] wareflo.com
[12] airtime.pro
[11] nolahi.com
[11] healthcarenowradio.com
[9] altvr.com
[8] medstartr.com
[7] healthcareitnews.com
[4] healthinnovationmedia.com
[3] mobihealthnews.com

Top Domains in Tweet in G2:
[34] twitter.com
[10] healthinnovationmedia.com
[5] dealforma.com
[4] blogtalkradio.com
[3] digitalmastersmedia.com
[3] nytimes.com
[2] accenture.com
[2] lnkd.in
[1] bio.org
[1] propublica.org

Top Domains in Tweet in G3:
[10] twitter.com
[1] medpagetoday.com
[1] fastcompany.com
[1] statnews.com
[1] cnbc.com
[1] washingtonpost.com
[1] madison.com

Top Domains in Tweet in G4:
[35] ihi.org
[12] fiercehealthcare.com
[3] hbr.org
[2] cnbc.com
[1] nejm.org
[1] washingtonpost.com
[1] forbes.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] pca.st
[2] marjoriestieglermd.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] facebook.com
[1] wsj.com
[1] theweeklyone.net
[1] mailchi.mp
[1] kevinmd.com
[1] opennotes.org
[1] nytimes.com

Top Domains in Tweet in G7:
[7] twitter.com
[2] medpagetoday.com
[2] athenahealth.com
[1] kevinmd.com
[1] cancer.gov
[1] cnbc.com
[1] theladders.com
[1] opennotes.org

Top Domains in Tweet in G8:
[15] brianthomas.me
[4] cioreview.com
[3] twitter.com
[2] techtarget.com
[2] healthcareitnews.com
[2] statnews.com
[2] nytimes.com
[2] thebossmagazine.com
[2] facht.org
[1] kqed.org

Top Domains in Tweet in G9:
[25] twitter.com
[6] euroscicon.com
[3] edu.au
[2] bmj.com
[2] medgadget.com
[1] fiercehealthcare.com
[1] healthcareitnews.com
[1] medcitynews.com
[1] bbc.com
[1] techtarget.com

Top Domains in Tweet in G10:
[10] twitter.com
[4] klasresearch.com
[2] lnkd.in
[2] medium.com
[2] clicktotweet.com
[1] healthinnovationmedia.com
[1] healthdatamanagement.com
[1] ctt.ec
[1] healthcareittoday.com
[1] hcanews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1003] hcldr
[221] healthcare
[178] hitsm
[172] pinksocks
[162] jpm19
[143] hcsm
[134] meded
[115] digitalhealth
[92] himss19
[69] virtualreality



Top Hashtags in Tweet in G1:
[381] hcldr
[92] pinksocks
[83] hitsm
[83] jpm19
[73] himss19
[70] healthcare
[61] virtualreality
[54] socialvr
[53] healthsystemschat
[38] vr

Top Hashtags in Tweet in G2:
[75] hcldr
[60] jpm19
[25] phychat
[16] bts19
[16] pophealth
[14] acochat
[13] docsf19
[13] pinksocks
[6] himss19
[4] cannabis

Top Hashtags in Tweet in G3:
[56] pricelist
[34] hcldr
[11] pinksocks
[9] patientadvocacy
[9] medtwitter
[8] healthcare
[8] digitalhealth
[7] patientchat
[7] hitsm
[7] htreads

Top Hashtags in Tweet in G4:
[43] hcldr
[28] qi
[9] healthcare
[5] healthequity
[5] sdoh
[2] designthinking
[2] insurance
[2] leadership
[2] leadershipdevelopment
[2] joyinmedicine

Top Hashtags in Tweet in G5:
[61] meded
[60] hcsm
[60] hcldr
[2] pinksocks
[1] womeninmedicine
[1] sponsor
[1] mentor

Top Hashtags in Tweet in G6:
[15] hcldr
[12] patients
[8] pinksocks
[7] providers
[4] healthcare
[3] opennotes
[2] medical
[2] physiciansrise
[2] takebackmedicine
[2] physicianstakebackmedicine

Top Hashtags in Tweet in G7:
[31] hcldr
[9] pfcc
[6] healthcare
[5] lcsm
[3] bcsm
[3] lungcancer
[3] sdoh
[3] patientcentered
[3] healthequity
[3] ff

Top Hashtags in Tweet in G8:
[51] hcldr
[40] healthcare
[22] ai
[22] cio
[20] pinksocks
[15] innovation
[11] healthitchicks
[10] jpm19
[10] technology
[10] wearables

Top Hashtags in Tweet in G9:
[54] hcldr
[50] meded
[43] hcsm
[35] hitsm
[32] digitalhealth
[24] womeninmedicine
[23] healthcare
[20] technology
[19] healthtalk
[17] healthdata

Top Hashtags in Tweet in G10:
[32] hcldr
[17] healthtech
[12] neurotech
[12] hitsm
[10] digitalhealth
[8] ai
[6] pinksocks
[6] jpm19
[6] meded
[6] kareochat

Top Words
Top Words in Tweet in Entire Graph:
[1793] Words in Sentiment List#1: Positive
[685] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[39558] Non-categorized Words
[42036] Total Words
[1005] hcldr
[522] healthcare
[242] health
[178] hitsm
[172] pinksocks

Top Words in Tweet in G1:
[381] hcldr
[261] healthcare
[116] w
[110] join
[97] rasushrestha
[92] pinksocks
[89] social
[83] hitsm
[83] jpm19
[81] colin_hung

Top Words in Tweet in G2:
[75] hcldr
[60] jpm19
[55] 2healthguru
[34] healthcare
[25] phychat
[23] c
[19] jpmorgan
[19] conference
[18] drnic1
[18] fsgoldstein

Top Words in Tweet in G3:
[68] gracecordovano
[57] online
[56] local
[56] hospital's
[56] pricelist
[54] up
[53] looked
[53] newly
[53] posted
[53] find

Top Words in Tweet in G4:
[61] theihi
[43] hcldr
[37] health
[28] qi
[27] ihi
[24] care
[22] boards
[22] quality
[20] managers
[18] md

Top Words in Tweet in G5:
[64] drmstiegler
[61] meded
[60] cite
[60] tweet
[60] instagram
[60] post
[60] youtube
[60] video
[60] academic
[60] work

Top Words in Tweet in G6:
[16] patients
[15] hcldr
[11] health
[10] care
[8] take
[8] pinksocks
[8] families
[8] well
[8] help
[8] each

Top Words in Tweet in G7:
[31] hcldr
[14] cancergeek
[14] findlungcancer
[14] patients
[13] health
[12] drianweissman
[11] healthcare
[9] pfcc
[9] sethmhardy
[8] anetto

Top Words in Tweet in G8:
[53] healthcare
[51] hcldr
[30] health
[22] ai
[22] cio
[20] pinksocks
[18] wearables
[15] innovation
[15] rasushrestha
[13] jameyedwards

Top Words in Tweet in G9:
[54] hcldr
[50] meded
[43] hcsm
[35] hitsm
[33] healthcare
[32] digitalhealth
[24] womeninmedicine
[21] technology
[19] healthtalk
[17] womeninmedchat

Top Words in Tweet in G10:
[32] hcldr
[17] healthtech
[15] brain
[13] healthcare
[13] consumer
[12] choosemuse
[12] leading
[12] neurotech
[12] company
[12] creator

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] hitsm,hcldr
[76] new,year
[71] hcldr,himss19
[71] pinksocks,hcldr
[70] j,p
[70] p,morgan
[70] morgan,healthcare
[70] future,healthcare
[68] predict,future
[68] healthcare,during

Top Word Pairs in Tweet in G1:
[65] j,p
[65] p,morgan
[65] morgan,healthcare
[64] hitsm,hcldr
[63] predict,future
[63] future,healthcare
[63] healthcare,during
[63] during,37th
[63] 37th,j
[62] hcldr,himss19

Top Word Pairs in Tweet in G2:
[19] jpmorgan,healthcare
[19] healthcare,conference
[15] jpm19,hcldr
[14] hcldr,phychat
[11] published,jpmorgan
[11] conference,post
[11] post,select
[11] select,links
[11] links,best
[11] best,guides

Top Word Pairs in Tweet in G3:
[56] local,hospital's
[56] online,pricelist
[53] looked,up
[53] up,local
[53] hospital's,newly
[53] newly,posted
[53] posted,online
[53] pricelist,find
[53] find,thousands
[53] thousands,rows

Top Word Pairs in Tweet in G4:
[20] health,care
[17] disrespectful,behavior
[17] behavior,affront
[17] affront,patient
[17] patient,s
[17] s,dignity
[17] dignity,cause
[17] cause,real
[17] real,lasting
[17] lasting,harm

Top Word Pairs in Tweet in G5:
[60] cite,tweet
[60] tweet,instagram
[60] instagram,post
[60] post,youtube
[60] youtube,video
[60] video,academic
[60] academic,work
[60] work,hcsm
[60] hcsm,meded
[59] drmstiegler,cite

Top Word Pairs in Tweet in G6:
[7] time,take
[7] take,well
[7] well,deserved
[7] deserved,break
[7] break,patients
[7] patients,care
[7] care,providers
[7] providers,friends
[7] friends,families
[7] families,help

Top Word Pairs in Tweet in G7:
[5] 3,lessons
[5] lessons,physician
[5] physician,learned
[5] learned,patients
[5] patients,pfcc
[5] pfcc,crisalvaradomd
[5] crisalvaradomd,drianweissman
[5] drianweissman,hcldr
[5] sbrudnicki,sethmhardy
[5] sethmhardy,anetto

Top Word Pairs in Tweet in G8:
[14] hcldr,pinksocks
[8] healthitchicks,hcldr
[7] top,10
[6] gentle,reminder
[6] reminder,awesome
[6] awesome,monday
[6] monday,sf
[6] sf,come
[6] come,join
[6] join,explore

Top Word Pairs in Tweet in G9:
[24] hitsm,hcldr
[22] digitalhealth,hcsm
[19] hcsm,healthtalk
[19] healthtalk,hitsm
[19] hcldr,meded
[16] new,year
[15] womeninmedicine,chat
[15] 9pm,est
[15] healthdata,healthcare
[15] healthcare,technology

Top Word Pairs in Tweet in G10:
[12] choosemuse,leading
[12] leading,consumer
[12] consumer,neurotech
[12] neurotech,company
[12] company,creator
[12] creator,muse
[12] muse,brain
[12] brain,sensing
[12] sensing,headband
[11] headband,joins

Top Replied-To
Top Replied-To in Entire Graph:
@lgin412
@joebabaian
@anthonynotleon
@chrissyfarr
@colin_hung
@rasushrestha
@leahhoustonmd
@theroctor_md
@wareflo
@nathangrunewald

Top Replied-To in G1:
@lgin412
@joebabaian
@anthonynotleon
@colin_hung
@rasushrestha
@theroctor_md
@wareflo
@tomvarghesejr
@mi_turnaround
@chrissyfarr

Top Replied-To in G2:
@dranderson19
@kristihenderson
@richardbagdonas
@gracecordovano

Top Replied-To in G3:
@lgin412

Top Replied-To in G6:
@leahhoustonmd
@ali_hhnyc

Top Replied-To in G7:
@drianweissman
@solidfooting
@jenniferkempmd
@nciprevention
@megan_janas
@chrissyfarr
@thelizarmy

Top Replied-To in G8:
@dlschermd
@kristihenderson
@chrissyfarr
@partnersnews

Top Replied-To in G9:
@matthancock

Top Replied-To in G10:
@upmcenterprises

Top Mentioned
Top Mentioned in Entire Graph:
@rasushrestha
@gracecordovano
@2healthguru
@colin_hung
@joebabaian
@drmstiegler
@theihi
@wareflo
@nickisnpdx
@drnic1

Top Mentioned in G1:
@rasushrestha
@colin_hung
@joebabaian
@wareflo
@gracecordovano
@nickisnpdx
@nathangrunewald
@emranswers
@lgin412
@2healthguru

Top Mentioned in G2:
@2healthguru
@jpmorgan
@drnic1
@fsgoldstein
@thedocsf
@efuturist
@nickisnpdx
@doncrane
@jpenso1
@lorrithanos

Top Mentioned in G3:
@gracecordovano
@jamieroger8
@jaredpiano
@colin_hung
@savvy_coop
@savvypuppets
@s4pm
@f
@mood481
@k_salemoaks

Top Mentioned in G4:
@theihi
@donberwick
@emarianomd
@nejmcatalyst
@tgandhi_ihi
@harvardbiz
@rasushrestha
@fiercehealth
@bidmchealth

Top Mentioned in G5:
@drmstiegler
@globalphobserv
@mackert
@wnyc
@radiolab
@uthealthcomm

Top Mentioned in G6:
@apptnotify
@dpeelmd
@gracecordovano
@bruce_y_lee
@adamtabriz
@rreecemd
@hugooc
@healthprivacy
@patientprivacy
@patientslikeme

Top Mentioned in G7:
@cancergeek
@findlungcancer
@drianweissman
@sethmhardy
@anetto
@jenniferkempmd
@crisalvaradomd
@researchmatters
@daveyoumansmd
@sbrudnicki

Top Mentioned in G8:
@rasushrestha
@jameyedwards
@naomifried
@amazon
@divergentcio
@cloudbreakhlth
@apple
@chrissyfarr
@samsung
@facebook

Top Mentioned in G9:
@womeninmedchat
@drpiekarz
@petradmd
@blestab
@pipsqc
@ia_mitchell
@themja
@medicine_conf
@mzkazmi
@charter4values

Top Mentioned in G10:
@choosemuse
@catalyst
@rasushrestha
@cariumcares
@mikebiselli
@healthdata4all
@catalysthti
@philips
@upmc
@healthitnews

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@piyuanker12
@evankirstel
@ottlegalrebels
@netminnow
@kotaknaren
@chidambara09
@ketaminh
@calcaware
@nytimes

Top Tweeters in G1:
@chidambara09
@pfanderson
@mjoehlerich
@quailcrown
@jerry_durhampt
@usnews
@akasassinak
@euphoriceuler
@tomvarghesejr
@spirosmargaris

Top Tweeters in G2:
@calcaware
@yamatho2
@pash22
@drferdowsi
@2healthguru
@healthpolicygrp
@propublica
@kimberlyanngeo
@walgreens
@rfwrightlsl

Top Tweeters in G3:
@piyuanker12
@ottlegalrebels
@akwyz
@fastcompany
@vanalich
@bdsharmas
@wordfinga
@stales
@shab302611
@wheezynurse

Top Tweeters in G4:
@kotaknaren
@forbes
@designthinkbot
@kentbottles
@docsa_
@harvardbiz
@copronorfolk
@__heycourt
@dbarrath
@denniskendel

Top Tweeters in G5:
@marmota_maligna
@wnyc
@anilkjain61
@mariiam666
@orthopodreg
@35rawan58
@geonovators
@ghia1212
@globalphobserv
@equityhealthdev

Top Tweeters in G6:
@nytimes
@wsj
@heartotxheartmd
@drmarthagulati
@medicalaxioms
@frankpasquale
@mightycasey
@kevinmd
@wegohealth
@rcalo

Top Tweeters in G7:
@parvez1
@nbcnews
@cancergeek
@dchou1107
@mandibpro
@stroketattler
@anetto
@drianweissman
@tcorobin
@mooreroxanne

Top Tweeters in G8:
@lkafle
@cnbc
@ap
@google
@subatomicdoc
@manojmayogi
@alanroygbiv
@kqednews
@dme_jun
@healtheugene

Top Tweeters in G9:
@evankirstel
@ketaminh
@kuriharan
@ipfconline1
@slbaldry
@kirkdborne
@hcsmnews
@ronald_vanloon
@chboursin
@mikequindazzi

Top Tweeters in G10:
@infopronetwork
@machinelearn_d
@dme_health
@ali
@healthitnews
@catalyst
@thechrischua
@dukeu
@innonurse
@healthdata4all


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