HealthIT, Twitter, 9/1/2020 5:16:23 PM, 234136


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HealthIT_2020-09-01_09-55-49.xlsx
HealthIT_2020-09-01_09-55-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2020
Short Description:
HealthIT via NodeXL https://bit.ly/2EZs2tu
@onc_healthit
@pawlowskimario
@hubbucket
@margaretsiegien
@hl7
@healthitnews
@healthitanswers
@chidambara09
@rosenchild
@sujatvis

Top hashtags:
#healthit
#healthcare
#healthtech
#digitalhealth
#ai
#medtech
#covid19
#mhealth

Description:
Description
The graph represents a network of 2,395 Twitter users whose tweets in the requested range contained "HealthIT", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 01 September 2020 at 17:02 UTC.

The requested start date was Tuesday, 01 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 19-minute period from Tuesday, 18 August 2020 at 00:40 UTC to Tuesday, 01 September 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2395
Unique Edges : 2662
Edges With Duplicates : 8448
Total Edges : 11110
Number of Edge Types : 5
Mentions : 3268
Tweet : 1362
Retweet : 2439
MentionsInRetweet : 3912
Replies to : 129
Self-Loops : 1589
Reciprocated Vertex Pair Ratio : 0.0469862363550071
Reciprocated Edge Ratio : 0.0897552130553037
Connected Components : 270
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 1841
Maximum Edges in a Connected Component : 10135
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.545973
Graph Density : 0.000769495066825031
Modularity : 0.34664
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,395 Twitter users whose tweets in the requested range contained "HealthIT", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 01 September 2020 at 17:02 UTC.

The requested start date was Tuesday, 01 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 19-minute period from Tuesday, 18 August 2020 at 00:40 UTC to Tuesday, 01 September 2020 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : HealthIT
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[94] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[14] https://www.healthit.gov/news/events/onc-working-session-2-patient-identity-and-matching
[13] https://www.healthcareitnews.com/news/europe/nurses-20-digital-transformation-nursing
[12] https://www.youtube.com/watch?v=9n4prZmg5Oc

[12] https://coruzant.buzzsprout.com/866092/4450814
[12] https://coruzant.com/health-tech/how-to-rethink-population-health-in-this-strange-new-normal/
[11] https://patientengagementhit.com/news/using-health-it-for-personalized-medicine-patient-experience
[11] https://www.healthcareittoday.com/healthcare-it-today-interviews-podcast/
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-17419-7
[11] https://www.dhb.global/

Top URLs in Tweet in G1:
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-17419-7
[6] https://www.kdnuggets.com/2020/07/tour-end-to-end-machine-learning-platforms.html
[6] https://www.forbes.com/sites/robtoews/2020/08/26/ai-will-revolutionize-healthcare-the-transformation-has-already-begun/#62843651722f
[5] https://www.healthcareitnews.com/news/europe/nurses-20-digital-transformation-nursing
[5] https://patientengagementhit.com/news/using-health-it-for-personalized-medicine-patient-experience
[5] https://www.technologyreview.com/2018/09/10/140424/machine-learning-driven-analytics-key-to-digital-transformation/
[5] https://www.delltechnologies.com/en-us/perspectives/the-future-of-work-is-hybrid/?dgc=SM&cid=1117&lid=spr3606881716&linkId=97631183
[5] https://www.technologynetworks.com/neuroscience/news/can-machine-learning-and-brain-imaging-create-better-diagnostics-for-mental-illness-338710#.XzwPtqXlhms.twitter
[5] https://www.rtinsights.com/how-ai-and-machine-learning-can-revolutionize-drug-safety-monitoring/
[5] https://hbr.org/2020/08/the-secret-to-ai-is-people

Top URLs in Tweet in G2:
[4] https://neuralink.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233505
[2] https://healthitanalytics.com/
[2] https://healthitanalytics.com/news/artificial-intelligence-may-accelerate-heart-failure-diagnosis#healthtech
[1] https://www.independent.co.uk/life-style/gad
[1] https://twitter.com/elonmusk/status/1299422822205452288
[1] https://www.analyticsinsight.net/accelerating-mri-scans-with-artificial-intelligence/
[1] https://sponsored.bloomberg.com/news/sponsors/features/japangov/japan-innovating-the-future/?adv=11398&prx_t=zfoFAfwlGAYikPA&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&utm_content=business
[1] https://www.openhealthnews.com/articles/2020/appeal-graph-databases-health-care
[1] https://www.zdnet.com/article/real-time-gp-data-to-be-used-for-australian-covid-19-management/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS

Top URLs in Tweet in G3:
[10] https://www.healthit.gov/news/events/onc-working-session-2-patient-identity-and-matching
[8] https://www.hl7.org/events/fhir/connectathon/2020/09/?utm_campaign=Connectathon
[8] Virtual
[7] https://www.healthit.gov/topic/onc-funding-opportunities/strengthening-technical-advancement-and-readiness-public-health
[6] Sept
[6] 2020
[6] https://register.gotowebinar.com/register/8082559862212782347?utm_content=137950017&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[5] https://register.gotowebinar.com/register/8732749466670485773?utm_campaign=WGM
[5] https://utmhealthcare.com/remote-patient-monitoring/covid19/
[5] https://utmhealthcare.com/?platform=hootsuite

Top URLs in Tweet in G4:
[94] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[9] https://www.healthcarenowradio.com/programs/healthcare-it-today/
[8] https://healthcarenowradio.airtime.pro/
[7] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/
[6] https://www.healthitanswers.net/bridging-provider-payer-gaps-with-todays-technology/
[6] https://dhinsights.org/insight/flattening-the-curve/
[5] https://www.healthcareittoday.com/healthcare-it-today-interviews-podcast/
[5] https://www.allscripts.com/2020/08/navigating-your-vendor-relationship-virtually/
[4] https://www.healthitanswers.net/advancing-interoperability-in-healthcare/
[4] https://www.emrsystems.net/blog/simplify-ehr-software-evaluation-with-this-handy-checklist/

Top URLs in Tweet in G5:
[12] https://www.youtube.com/watch?v=9n4prZmg5Oc

[5] https://sedo.com/search/?member=0efadbbade3156a9f0fa4ae978196f501c8671fb&rel=1&orderdirection=1#
[4] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/04/09/digital-therapeutics-trends-and-considerations-in-times-of-crises/#350b47c4314a
[3] https://es.community.intersystems.com/post/quinto-concurso-para-desarrolladores-de-intersystems-fhir
[3] https://www.instamed.com/providers/integration/
[3] https://sedo.com/search/details/?partnerid=324561&language=us&domain=medizin.digital&origin=sales_lander_12&utm_medium=Parking&utm_campaign=offerpage
[3] https://www.writergirl.com/marketing-to-cios-how-to-make-sure-your-email-campaigns-stand-out/?utm_source=Twitter&utm_medium=Social
[3] http://www.ejhi.net/index.htm
[2] https://mitsloan.mit.edu/ideas-made-to-matter/how-to-build-a-data-analytics-dream-team
[2] https://www.imaginea.com/medication-adherence/

Top URLs in Tweet in G6:
[6] https://community.intersystems.com/post/welcome-intersystems-iris-health-fhir-contest-developers
[5] https://www.intersystems.com/pulse-blog/an-unprecedented-challenge-serving-our-customers-through-passion-and-commitment/
[5] https://www.linkedin.com/pulse/connectivity-interoperability-our-lifetime-howard-green-md
[3] https://www.intersystems.com/pulse-blog/why-interoperability-is-crucial-to-medtechs-survival/
[3] https://www.healthcareittoday.com/2020/08/27/health-equity-the-missing-aim-hitsm-chat-topic/
[3] https://www.healthcareittoday.com/healthcare-it-today-interviews-podcast/
[3] https://www.wired.com/story/covid-19-will-accelerate-ai-health-care-revolution/?mbid=social_twitter&utm_brand=wired&utm_campaign=falcon&utm_medium=social&utm_social-type=owned&utm_source=twitter
[2] https://www.intersystems.com/uk/news-events/news/news-item/intersystems-trakcare-supports-healthcare-providers-worldwide-to-deliver-better-patient-care-during-the-covid-19-pandemic/
[2] https://www.intersystems.com/pulse-blog/history-never-repeats-or-does-it/
[2] https://www.digitalhealth.net/2020/08/solving-interoperability-is-not-a-technical-problem-its-a-social-problem/

Top URLs in Tweet in G7:
[12] https://coruzant.buzzsprout.com/866092/4450814
[12] https://coruzant.com/health-tech/how-to-rethink-population-health-in-this-strange-new-normal/
[7] https://www.mcgohanbrabender.com/5-reasons-consider-telemedicine/
[6] https://101blockchains.com/practical-blockchain-use-cases/
[5] https://www.dialogtech.com/blog/how-the-rise-of-telehealth-is-redefining-the-healthcare-industry-for-providers-and-patients/
[4] https://hitconsultant.net/2015/03/16/infographic-sxsw-health-tech-trends/#.Xzgq5cAzbIU
[4] http://hin.com/blog/2019/05/20/infographic-5-tech-trends-that-will-disrupt-healthcare-in-2020/?utm_source=rss&utm_medium=rss&utm_campaign=infographic-5-tech-trends-that-will-disrupt-healthcare-in-2020
[4] https://sswanalytics.com/2018/07/27/infographic-how-big-data-will-unlock-the-potential-of-healthcare/
[2] News
[2] Blog

Top URLs in Tweet in G8:
[4] https://www.beckershospitalreview.com/healthcare-information-technology/10-concerning-trends-in-health-it.html
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233959
[3] https://mailchi.mp/pulseit/26august2020
[3] https://www.pulseitmagazine.com.au/news/australian-ehealth/5681-international-health-it-week-in-review-august-31?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.managedhealthcareexecutive.com/view/how-technology-can-revolutionize-outcomes-based-care
[2] https://www.mobihealthnews.com/news/health-tech-companies-claim-their-largest-share-inc-5000-date-123-entries
[2] https://www.linkedin.com/slink?code=dYq6PCt
[2] https://mailchi.mp/pulseit/20august2020
[2] https://mailchi.mp/pulseit/21august2020
[2] https://www.pulseitmagazine.com.au/news/australian-ehealth/5669-international-health-it-week-in-review-august-24?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[6] https://medcitynews.com/2020/08/survey-health-insurers-need-to-bridge-communication-gap-with-members/
[4] https://www.healthcareitnews.com/news/hhs-said-reverse-course-hospitals-report-covid-19-data-cdc-again
[3] https://medcitynews.com/2020/07/who-won-the-medcity-invest-pitch-perfect-competition/?rf=1
[3] https://www.healthcareitnews.com/news/konica-minolta-pays-500k-settle-ehr-whistleblower-case
[3] https://www.healthcareitnews.com/news/europe/new-digital-workplace-framework-launched-nhs-sbs-could-save-75m
[3] https://www.healthcarefinancenews.com/news/technology-prioritizes-patient-dignity-essential-expert-panel-says
[3] https://www.healthcareitnews.com/news/maine-health-system-embraces-telehealth-looks-policy-clarity
[3] https://www.healthcareitnews.com/news/fda-issues-emergency-use-authorization-plasma-covid-19-treatment
[3] https://www.sharearkansas.com/resources/news/share-announces-addition-pediatric-partners-pa-western-arkansas
[2] https://www.healthpay24.com/request-demo

Top URLs in Tweet in G10:
[7] Health
[4] Acquires
[4] Platform
[4] https://hitconsultant.net/2020/08/19/ux-ui-design-digital-health-adoption-seniors/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=9
[4] Ways
[4] UX/UI
[4] Design
[4] Can
[4] Improve
[4] Digital

Top Domains
Top Domains in Tweet in Entire Graph:
[175] healthcareitnews.com
[102] airtime.pro
[99] beckershospitalreview.com
[94] twitter.com
[88] healthit.gov
[60] forbes.com
[44] linkedin.com
[43] medium.com
[40] dhb.global
[34] youtube.com

Top Domains in Tweet in G1:
[53] healthcareitnews.com
[48] forbes.com
[37] medium.com
[19] healthitpittsburgh.com
[14] healthitanalytics.com
[13] nature.com
[12] twitter.com
[11] himss.org
[11] arxiv.org
[11] plsg.com

Top Domains in Tweet in G2:
[4] neuralink.com
[4] healthitanalytics.com
[2] nodexlgraphgallery.org
[1] co.uk
[1] twitter.com
[1] analyticsinsight.net
[1] bloomberg.com
[1] openhealthnews.com
[1] zdnet.com
[1] healio.com

Top Domains in Tweet in G3:
[51] healthit.gov
[25] hl7.org
[19] utmhealthcare.com
[14] gotowebinar.com
[13] twitter.com
[12] imohealth.com
[3] regenstrief.org
[3] nchica.org
[2] emrfinder.com
[2] emrsystems.net

Top Domains in Tweet in G4:
[102] airtime.pro
[31] healthitanswers.net
[28] healthcarenowradio.com
[28] emrsystems.net
[25] emrfinder.com
[20] healthsystemcio.com
[15] healthcareittoday.com
[13] twitter.com
[11] allscripts.com
[9] ehealthtechnologies.com

Top Domains in Tweet in G5:
[24] dlvr.it
[17] healthit.gov
[14] sedo.com
[13] youtube.com
[12] linkedin.com
[12] cognosante.com
[9] butterflypublisher.com
[7] twitter.com
[5] intersystems.com
[5] forbes.com

Top Domains in Tweet in G6:
[28] intersystems.com
[10] linkedin.com
[8] twitter.com
[6] healthcareittoday.com
[3] healthit.gov
[3] wired.com
[2] digitalhealth.net
[2] cnbc.com
[2] constantcontact.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[12] buzzsprout.com
[12] coruzant.com
[7] mcgohanbrabender.com
[6] 101blockchains.com
[5] dialogtech.com
[4] hitconsultant.net
[4] hin.com
[4] sswanalytics.com
[4] 3m.com
[2] twitter.com

Top Domains in Tweet in G8:
[24] com.au
[19] mailchi.mp
[16] jmir.org
[9] twitter.com
[8] mobihealthnews.com
[7] beckershospitalreview.com
[6] careclix.com
[5] co.uk
[5] medigy.com
[4] linkedin.com

Top Domains in Tweet in G9:
[86] healthcareitnews.com
[61] beckershospitalreview.com
[13] healthcarefinancenews.com
[11] convergehis.com
[11] medcitynews.com
[10] h-isac.org
[9] sharearkansas.com
[6] healthpay24.com
[3] mobihealthnews.com
[2] amia.org

Top Domains in Tweet in G10:
[16] voicestorm.com
[11] hitconsultant.net
[7] nashvillepost.com
[6] chilmarkresearch.com
[2] healthtechmagazine.net
[2] fastcompany.com
[2] nytimes.com
[2] twitter.com
[2] healthit.gov
[1] citrix.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3135] healthit
[1007] healthcare
[873] healthtech
[751] digitalhealth
[552] ai
[422] medtech
[358] covid19
[252] mhealth
[248] telehealth
[242] healthcareit



Top Hashtags in Tweet in G1:
[1047] healthit
[359] healthcare
[316] digitalhealth
[310] medtech
[270] healthtech
[236] ai
[210] mhealth
[190] datascience
[187] covid19
[180] data

Top Hashtags in Tweet in G2:
[282] healthtech
[223] ai
[153] mr
[153] vr
[153] ar
[130] healthit
[121] digitalhealth
[116] ml
[115] mixedreality
[115] surgery

Top Hashtags in Tweet in G3:
[148] healthit
[98] competition
[96] amia2020
[92] applications
[61] interoperability
[53] fhir
[50] hl7
[37] covid19
[32] healthcare
[27] telehealth

Top Hashtags in Tweet in G4:
[401] healthit
[124] healthcare
[54] digitalhealth
[48] hitsm
[46] hitmc
[45] simplifyingselection
[38] healthcareit
[37] interoperability
[36] cybersecurity
[27] emrsystems

Top Hashtags in Tweet in G5:
[228] healthit
[79] healthcare
[33] healthtech
[24] health
[22] ehr
[21] digitalhealth
[20] telehealth
[16] hospital
[13] emr
[13] pandemic

Top Hashtags in Tweet in G6:
[103] healthit
[31] fhir
[24] hitsm
[20] healthcare
[20] digitalhealth
[20] interoperability
[17] healthequity
[13] covid19
[13] hl7
[12] irisforhealth

Top Hashtags in Tweet in G7:
[145] healthit
[108] healthtech
[105] healthcare
[31] iot
[28] internetofthings
[27] ai
[25] telemedicine
[20] telehealth
[18] healthtechnology
[15] blockchain

Top Hashtags in Tweet in G8:
[204] healthit
[146] digitalhealth
[116] healthtech
[106] ehealth
[86] healthcare
[73] medtech
[30] hipaa
[29] medicalimaging
[28] mhealth
[25] rdee

Top Hashtags in Tweet in G9:
[215] healthit
[160] healthcareit
[157] informatics
[108] healthcare
[96] technology
[92] news
[8] healthtech
[7] interoperability
[6] payers
[5] patientpayments

Top Hashtags in Tweet in G10:
[69] healthit
[16] cdwsocial
[15] healthcare
[12] digitalhealth
[10] healthtech
[8] homehealth
[6] hitsm
[5] interoperability
[3] wearables
[3] payers

Top Words
Top Words in Tweet in Entire Graph:
[3134] #healthit
[1001] #healthcare
[873] #healthtech
[759] hubbucket
[751] #digitalhealth
[679] health
[552] #ai
[422] #medtech
[412] healthcare
[392] more

Top Words in Tweet in G1:
[1047] #healthit
[703] hubbucket
[351] #healthcare
[329] prosumersoft
[316] #digitalhealth
[310] #medtech
[281] co
[270] #healthtech
[244] hubmedx
[236] #ai

Top Words in Tweet in G2:
[282] #healthtech
[235] pawlowskimario
[223] #ai
[153] mt
[153] #mr
[153] #vr
[153] #ar
[137] margaretsiegien
[130] #healthit
[121] #digitalhealth

Top Words in Tweet in G3:
[259] hl7
[183] onc_healthit
[148] #healthit
[116] fhir
[104] health
[99] amia
[98] amiainformatics
[98] #competition
[97] again
[96] teaming

Top Words in Tweet in G4:
[401] #healthit
[126] #healthcare
[104] listen
[103] live
[100] starts
[91] healthcare
[67] today
[66] tate
[57] host
[54] #digitalhealth

Top Words in Tweet in G5:
[228] #healthit
[79] #healthcare
[68] health
[38] healthcare
[36] learn
[33] #healthtech
[32] patient
[26] more
[25] data
[24] #health

Top Words in Tweet in G6:
[102] #healthit
[48] intersystems
[44] health
[41] onc_healthit
[31] #fhir
[30] stanfordhealth
[29] join
[27] data
[24] #hitsm
[23] programming

Top Words in Tweet in G7:
[145] #healthit
[108] #healthtech
[105] #healthcare
[82] evankirstel
[70] sujatvis
[58] cc
[34] mikequindazzi
[32] antgrasso
[32] health
[31] fisher85m

Top Words in Tweet in G8:
[204] #healthit
[146] #digitalhealth
[116] #healthtech
[106] #ehealth
[86] #healthcare
[76] health
[73] #medtech
[34] patient
[34] care
[30] #hipaa

Top Words in Tweet in G9:
[215] #healthit
[160] #healthcareit
[157] #informatics
[108] #healthcare
[96] #technology
[92] #news
[80] health
[53] covid
[52] 19
[37] data

Top Words in Tweet in G10:
[69] #healthit
[22] health
[20] healthcare
[16] #cdwsocial
[15] #healthcare
[12] #digitalhealth
[11] very
[10] #healthtech
[10] company
[10] organizations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[298] #healthit,#healthtech
[211] #healthtech,#healthit
[195] hubbucket,#healthit
[161] #healthcare,#healthit
[158] covid,19
[157] hubbucket,prosumersoft
[157] #digitalhealth,#healthit
[155] #healthit,#medtech
[152] #healthit,#healthcareit
[149] #covid19,#coronavirus

Top Word Pairs in Tweet in G1:
[207] #healthit,#healthtech
[177] hubbucket,#healthit
[154] hubbucket,prosumersoft
[130] #covid19,#coronavirus
[118] #medtech,#mhealth
[105] #artificialintelligence,#ai
[103] prosumersoft,hubmedx
[96] #healthtech,#digitalhealth
[91] #digitalhealth,#healthit
[86] #healthit,#medtech

Top Word Pairs in Tweet in G2:
[115] #mixedreality,future
[115] future,#surgery
[115] #surgery,#healthtech
[115] #healthtech,mt
[115] mt,noemibarrazueta
[115] noemibarrazueta,#mr
[115] #mr,#vr
[115] #vr,#ar
[115] #ar,#ai
[115] #ai,#ml

Top Word Pairs in Tweet in G3:
[99] amia,hl7
[99] hl7,fhir
[98] amiainformatics,hl7
[96] teaming,amia
[92] fhir,#applications
[92] #applications,#competition
[92] #competition,#amia2020
[90] hl7,again
[90] again,teaming
[89] titusschleyer,amiainformatics

Top Word Pairs in Tweet in G4:
[98] starts,listen
[98] listen,live
[40] #simplifyingselection,#healthcare
[36] healthcare,today
[34] #healthit,starts
[34] #healthcare,#healthcareit
[33] tate,chronicles
[33] host,jim
[33] jim,tate
[31] john,lynn

Top Word Pairs in Tweet in G5:
[23] #healthtech,#healthit
[21] #healthcare,#healthtech
[14] covid,19
[13] #hospital,#clinic
[12] #patient,#engagement
[12] #engagement,#healthcare
[12] #healthcare,#health
[12] #ehr,#pandemic
[12] #medicare,#healthit
[11] learn,more

Top Word Pairs in Tweet in G6:
[23] programming,contest
[16] stanfordhealth,epicsystems
[16] epicsystems,onc_healthit
[13] intersystems,iris
[13] savagelucia,stanfordhealth
[11] #fhir,programming
[10] online,programming
[10] #digitalhealth,#healthit
[10] #healthit,infrastructure
[9] #covid19,global

Top Word Pairs in Tweet in G7:
[56] #healthtech,#healthit
[42] #healthcare,#healthtech
[27] cc,evankirstel
[25] #healthit,evankirstel
[23] internet,medical
[23] medical,things
[23] things,technology
[23] technology,#iot
[23] #iot,#internetofthings
[23] #internetofthings,#healthcare

Top Word Pairs in Tweet in G8:
[90] #ehealth,#healthit
[64] #digitalhealth,#ehealth
[59] #healthit,#medtech
[34] #healthit,#digitalhealth
[34] #medtech,#healthtech
[25] #rdee,#radiologex
[25] #healthit,#healthtech
[23] #medicalimaging,#hipaa
[23] #hipaa,#userauthentication
[23] #userauthentication,#healthit

Top Word Pairs in Tweet in G9:
[126] #healthit,#healthcareit
[122] #healthcareit,#informatics
[61] #informatics,#technology
[61] #healthcare,#healthit
[60] #informatics,#news
[51] covid,19
[35] #informatics,#healthcare
[34] #healthcare,#healthcareit
[32] #healthcareit,#technology
[32] #technology,#healthit

Top Word Pairs in Tweet in G10:
[8] eventually,doctors
[8] doctors,track
[8] track,health
[8] #homehealth,organizations
[8] organizations,still
[8] still,mixed
[8] mixed,bag
[8] bag,comes
[8] comes,technology
[8] technology,use

Top Replied-To
Top Replied-To in Entire Graph:
@thelizarmy
@savagelucia
@onc_healthit
@healthbjk
@datadrivenmd
@anitasamarth
@gracecordovano
@healthit_policy
@gnobreakthrough
@mightycasey

Top Replied-To in G1:
@himss
@guyinacube
@fmfrancoise
@hubharbor

Top Replied-To in G3:
@thelizarmy
@onc_healthit
@gracecordovano
@project2program
@amiainformatics
@nih
@susanhouckclark
@amermedicalassn
@newsomhcp
@mahealthdata

Top Replied-To in G4:
@ehealthtec
@marxtango
@matt_r_fisher
@thisweekinhit
@gtmrxinstitute

Top Replied-To in G6:
@savagelucia
@healthbjk
@anitasamarth
@datadrivenmd
@wareflo
@healthprivacy
@thomasnov
@coherencemed
@thelizarmy
@cagefreesingh

Top Replied-To in G7:
@sujatvis

Top Replied-To in G8:
@holyokehealth
@amazon

Top Replied-To in G10:
@waystar
@bridgeconnectus
@chilmarkhit
@experitypatient
@change_hc
@voceracomm

Top Mentioned
Top Mentioned in Entire Graph:
@hubbucket
@prosumersoft
@hubmedx
@pawlowskimario
@onc_healthit
@margaretsiegien
@hl7
@noemibarrazueta
@amiainformatics
@hubdataops

Top Mentioned in G1:
@hubbucket
@prosumersoft
@hubmedx
@hubdataops
@hubdevops
@hubiomt
@hubharbor
@rosenchild
@healthitnews
@hubbucketedge

Top Mentioned in G2:
@pawlowskimario
@margaretsiegien
@noemibarrazueta
@neuralink
@jblefevre60
@elonmusk
@diioannid
@seeker
@r
@iambriangraham

Top Mentioned in G3:
@onc_healthit
@hl7
@amiainformatics
@titusschleyer
@gracecordovano
@kpthrive
@coffeemommy
@hugooc
@ctlin1
@emrdoc1

Top Mentioned in G4:
@healthitanswers
@onc_healthit
@shieclive
@j2global
@techguy
@hcnowradio
@hubbucket
@jen_jennings
@tom_testa
@directtrustorg

Top Mentioned in G5:
@myopennotes
@ourwidercircle
@imaginghb
@lanes_hie

Top Mentioned in G6:
@onc_healthit
@intersystems
@stanfordhealth
@epicsystems
@reasobbob
@healthcora
@intersystemsdev
@savagelucia
@coherencemed
@hitpolicywonk

Top Mentioned in G7:
@sujatvis
@evankirstel
@mikequindazzi
@antgrasso
@fisher85m
@mvolle
@lindagrass0
@mvoller11
@iiot_world
@ronald_vanloon

Top Mentioned in G8:
@hubbucket
@jacobchristine
@rosenchild
@digi_bridges
@pulseitnews
@jmirpub
@radiologex
@wearablesexpert
@akwyz
@antgrasso

Top Mentioned in G9:
@healthisac
@sharearkansas
@medcitynews
@tonydaopharmd
@stephlbaum
@healthpay24
@rxinfoacademy
@commcarelink
@vcp_hq

Top Mentioned in G10:
@hitconsultant
@hhcarenews
@christian_bouch
@southcoasthlth
@cdw_healthcare
@gdelombaerde75
@citrix
@aaronneinstein
@fastcompany
@bridgeconnectus

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@huskorkut
@marionspekker
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@malliardreport
@femtech_
@rosenchild

Top Tweeters in G1:
@chidambara09
@rosenchild
@andrewmorrisuk
@nytimes
@ssxman2
@dataaugmented
@maine1977513
@hubbucket
@serverlessfan
@forbes

Top Tweeters in G2:
@bot_innovation
@nicochan33
@shicooks
@ilovebooks786
@heikkiojala
@openmarketingtv
@cnet
@bernardo_pirola
@enrirosasdiaz
@ganjasmokercb

Top Tweeters in G3:
@pfanderson
@wareflo
@lsaldanamd
@kpmemberservice
@google
@dnaed_tech
@kirklandwalsh
@mightycasey
@reginaholliday
@wiomax_va

Top Tweeters in G4:
@cybersec_feeds
@wordfinga
@grhluna24
@tv_hiec_chair
@drnic1
@cephalopodluke2
@hcnowradio
@cybazesocial
@healthitanswers
@hostinfonet

Top Tweeters in G5:
@glfceo
@danwils42696605
@dw40031913
@1996oakhill
@randstadhc
@3mhisnews
@jimsabogal
@domeny24
@greg_meyer93
@pflege42

Top Tweeters in G6:
@chholte
@cnbc
@neusamandrade
@techcrunch
@bocajoes
@wired
@shereesepubhlth
@johnnosta
@couriertimes
@stuckonsw

Top Tweeters in G7:
@evankirstel
@kuriharan
@spirosmargaris
@ipfconline1
@wil_bielert
@gbrilliantq
@mikeschiemer
@fabriziobustama
@iot_technojeder
@soca2k2

Top Tweeters in G8:
@gezgintrk
@akwyz
@caring_mobile
@debraruh
@meghanmbiro
@drferdowsi
@bagaluesunab
@wef
@_timos_
@salhaj

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@robinhadley1
@gate_15_analyst
@picante_media
@dushyantgadewal
@kimberlyanngeo
@catherineamcle1
@medcitynews
@medicaliphone

Top Tweeters in G10:
@fastcompany
@boltyboy
@daveandcori
@phoneguymark
@extremenetworks
@change_hc
@nashvillepost
@lynnsaratore
@citrix
@citrixready


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