HealthIT, Twitter, 4/3/2019 12:12:08 AM, 192421


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HealthIT_2019-04-02_13-09-46.xlsx
HealthIT_2019-04-02_13-09-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2019
Short Description:
HealthIT via NodeXL http://bit.ly/2UrQ7PW
@onc_healthit
@datadrivencare
@dme_jun
@caring_mobile
@himss
@dejihesu
@reasobbob
@medappsab
@dermhag
@evankirstel

Top hashtags:
#healthit
#healthcare
#digitalhealth
#healthtech
#ai
#ehr
#healthcareit
#interoperability

Description:
Description
The graph represents a network of 3,109 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, 02 April 2019 at 20:10 UTC.

The requested start date was Monday, 01 April 2019 at 00:01 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 11-day, 8-hour, 28-minute period from Wednesday, 20 March 2019 at 15:32 UTC to Monday, 01 April 2019 at 00:01 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 : 3109
Unique Edges : 4987
Edges With Duplicates : 3474
Total Edges : 8461
Number of Edge Types : 3
Mentions : 6583
Tweet : 1648
Replies to : 230
Self-Loops : 1648
Reciprocated Vertex Pair Ratio : 0.0486286714646956
Reciprocated Edge Ratio : 0.0927471712112781
Connected Components : 358
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 2325
Maximum Edges in a Connected Component : 7247
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.858442
Graph Density : 0.000557914436975228
Modularity : 0.520936
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[74] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[20] https://utmhealthcare.com/
[17] https://www.wbur.org/commonhealth/2019/03/29/electronic-health-records-gag-clauses
[16] https://medium.com/auxesis/how-is-indias-healthcare-sector-adopting-blockchain-3ded6acb45f6?twitter=@aneeshnair
[14] https://www.idigitalhealth.com/news/health-it-teams-are-facing-many-challenges-in-2019
[14] https://patientengagementhit.com/news/how-patient-empowerment-tech-will-drive-the-future-of-healthcare
[14] https://twitter.com/aneeshnair/status/1112211926128513027
[14] https://www.business.att.com/learn/research-reports/healthcare-committed-to-an-intelligent-future-but-strategically-.html?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918
[14] http://fortune.com/2019/03/25/medicare-for-all-eliminate-private-insurance/
[14] https://undeveloped.com/buy-domain/whichmedical.com?redirected=true&tld=com

Top URLs in Tweet in G1:
[14] https://www.wbur.org/commonhealth/2019/03/29/electronic-health-records-gag-clauses
[13] http://fortune.com/2019/03/25/medicare-for-all-eliminate-private-insurance/
[10] https://www.idigitalhealth.com/news/health-it-teams-are-facing-many-challenges-in-2019
[7] https://www.healthit.gov/topic/laws-regulation-and-policy/notice-proposed-rulemaking-improve-interoperability-health
[6] https://www.healthit.gov/NPRM
[6] https://www.idigitalhealth.com/news/himss-on-the-proposed-interoperability-rules
[5] https://zoom.us/webinar/register/9afa8a0f30ccdc92dc2040ba88984b7b
[5] https://www.idigitalhealth.com/news/epic-parody-twitter-account-spotlights-deep-flaws-in-ehr
[4] https://www.healthit.gov/topic/privacy-security-and-hipaa/security-risk-assessment-tool
[4] http://utah.himsschapter.org/uhimss-annual-awards

Top URLs in Tweet in G2:
[12] http://kaysharbor.com/blog/healthcare/40-amazing-mhealth-statistics-to-blow-your-mind?utm_source=twitter&utm_campaign=mhealthstats&utm_medium=socialmedia&utm_content=infographic
[10] https://apple.news/AVDVeBqS7Myq84GhxaaA5XA
[8] http://kaysharbor.com/blog/healthcare/factors-for-successful-ehr-implementation
[8] http://smhs.motherson.com/
[8] https://www.accenture.com/gb-en/insights/health/ai-injecting-intelligence-into-healthcare
[7] http://kaysharbor.com/blog/healthcare/ways-mhealth-interoperability-benefits-healthcare
[7] http://news.mit.edu/2019/student-kyle-swanson-computer-science-0319#.XJPVLEtwDNk.twitter
[6] https://patientengagementhit.com/news/how-patient-empowerment-tech-will-drive-the-future-of-healthcare
[6] https://www.newswire.com/news/vizzia-technologies-achieves-record-54-year-on-year-growth-in-2018-20837415
[6] https://www.healthcareitnews.com/news/implementation-best-practices-migrating-cloud

Top URLs in Tweet in G3:
[10] https://www.imedicalmanagement.com/practice-management-services-medical-billing-and-coding/
[6] https://www.ifah.world/
[3] https://www.linkedin.com/pulse/unconfusing-digital-health-christian-milaster
[2] https://www.healthit.gov/playbook/pe/introduction/
[2] https://www.owlcyberdefense.com/blog/2019/3/19/medical-device-cybersecurity
[2] https://luxsci.com/blog/email-calls-messaging-apps-more-how-can-you-secure-it-all.html
[2] https://dirkmd.blogspot.com/2019/02/using-cpoe-order-modes-to-streamline.html?spref=tw
[2] https://chino.io/ebook-health-apps-compliance?utm_source=twitter&utm_campaign=promotional
[2] http://www.pharmexec.com/cystic-fibrosis-importance-patient-advocacy
[2] https://www.modernhealthcare.com/technology/himss-proposes-new-interoperability-definition?utm_source=modern-healthcare-am-tuesday&utm_medium=email&utm_campaign=20190326&utm_content=article9-headline

Top URLs in Tweet in G4:
[12] https://www.business.att.com/learn/research-reports/healthcare-committed-to-an-intelligent-future-but-strategically-.html?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918
[9] https://www.realclearpolitics.com/articles/2019/03/27/health_care_computers_can_kill_you_139865.html
[5] https://www.business.att.com/learn/research-reports/solving-it-talent-shortages-in-healthcare-with-a-virtualized-net.html?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918
[4] https://www.business.att.com/content/dam/attbusiness/briefs/5g-healthcare-ebook-brief.pdf?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918
[4] https://about.att.com/story/2019/att_vitas_launch_hospice_vr_study.html?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918
[2] https://www.linkedin.com/pulse/cybercriminals-focusing-small-healthcare-providers-2018-evan-kirstel/?published=t&utm_content=buffer6c695&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.nextgov.com/cio-briefing/2019/03/va-botched-gi-benefits-modernization-because-nobody-was-charge-watchdog-says/155733/
[2] https://www.cnbc.com/2019/01/15/cramer-apple-should-buy-digital-health-records-company-epic-systems.html
[2] https://www.healthpopuli.com/2019/01/22/what-if-marie-kondo-reorganized-health-care-in-the-u-s/
[2] https://www.enisa.europa.eu/publications/cyber-security-and-resilience-for-smart-hospitals

Top URLs in Tweet in G5:
[5] https://healthit.ahrq.gov/sites/default/files/docs/publication/r18hs017045-lazarus-final-report-2011.pdf

Top URLs in Tweet in G6:
[7] https://blog.netapp.com/how-artificial-intelligence-is-transforming-healthcare/amp/
[7] https://chimecentral.org/chime-most-wired-2/
[5] https://www.himsseuropeconference.eu/helsinki/2019/news/artificial-intelligence-all-around-us-and-healthcare
[2] https://www.healthcareitnews.com/news/china-s-mediway-technology-deploys-new-hit-platform-using-intersystems-iris-health
[2] https://info.thoughtwire.com/fp-smart-hospital-technololy-opm-application-ebook-download?utm_campaign=Smart%20Hospital&utm_content=87425393&utm_medium=social&utm_source=twitter&hss_channel=tw-86058916
[2] https://blog.thoughtwire.com/why-ai/ml-is-moving-so-slowly-in-healthcare?utm_campaign=Smart%20Hospital&utm_content=87750234&utm_medium=social&utm_source=twitter&hss_channel=tw-86058916
[2] https://www.healthcareittoday.com/2019/03/18/5-key-focus-areas-in-the-journey-to-the-cloud-for-health-life-sciences-organizations/
[2] https://www.healthcareittoday.com/cloudsurvey/
[2] http://healthsystemcio.com/policy-update-12/
[2] https://www.healthcareitnews.com/news/nz-e-prescription-service-makes-progress-towards-paperless-future

Top URLs in Tweet in G7:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/03/22/standardized-demographic-data-aids-patient-matching-rates-study-shows
[2] https://www.wbur.org/commonhealth/2019/03/29/epic-twitter-parody
[2] https://www.help.senate.gov/hearings/implementing-the-21st-century-cures-act-making-electronic-health-information-available-to-patients-and-providers
[2] https://medium.com/@SaraClarkBDM/emr-software-comparison-simplified-by-emrfinder-106c5cdc911d
[2] https://khn.org/news/fda-chief-calls-for-stricter-scrutiny-of-electronic-health-records/
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2018/08/28/ways-to-improve-electronic-health-record-safety
[1] https://www.phoenixhealth.com/future-of-health-it/how-patient-portals-are-failing-healthcare-and-our-patients/
[1] https://www.wbur.org/commonhealth/2019/03/29/electronic-health-records-gag-clauses
[1] https://fixpriorauth.org/
[1] https://twitter.com/hardeepsinghmd/status/1111834327938158592

Top URLs in Tweet in G8:
[5] https://www.healthcareitnews.com/news/himss-writes-new-definition-interoperability
[4] https://electronichealthreporter.com/hl7-launches-fhir-accelerator-program/?utm_content=87539662&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[4] https://electronichealthreporter.com/hl7-launches-fhir-accelerator-program/?utm_content=87539663&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[4] https://www.geneia.com/blog/2019/march/why-medicare-readmission-penalties-may-have-peaked
[3] https://www.beckershospitalreview.com/healthcare-information-technology/physician-viewpoint-blockchain-has-the-ability-to-alleviate-some-of-the-most-pressing-issues.html
[3] https://electronichealthreporter.com/hot-damn-healthcare-is-on-fhir/
[2] https://www.healthdatamanagement.com/video/fhir-future-now-burning-brighter-for-hl7?utm_content=87523692&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[2] https://www.healthcareitnews.com/video/hl7%E2%80%99s-grieve-fhir-will-set-data-free-empowering-both-patients-and-providers?utm_content=87540486&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[2] http://www.hl7.org/events/working_group_meeting/2019/05/?utm_campaign=May
[2] 2019

Top URLs in Tweet in G9:
[73] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[8] https://www.healthcarenowradio.com/programs/healthcare-it-today/
[3] https://www.healthcarenowradio.com/programs/conversations-on-healthcare/
[3] https://healthcarenowradio.airtime.pro/
[3] https://www.healthcarenowradio.com/programs/this-just-in/
[2] https://www.healthcarenowradio.com/the-friday-five-noteworthy-tweet-chats/
[2] https://www.hitechanswers.net/health-it-business-news-march-28-2019/
[2] https://www.hitechanswers.net/health-it-issues-that-deserve-a-second-read-february-2019/
[2] https://www.hitechanswers.net/upcoming-virtual-health-it-events/
[2] https://www.healthcareitleaders.com/wp-content/uploads/Top-50-Healthcare-IT-Influencers-on-Twitter_Healthcare-IT-Leaders.pdf?__hssc=234824961.2.1436463448452&__hstc=234824961.b663d199e2e0bdf5c0ee71132d303ec4.1436463448452.1436463448452.1436463448452.1&hsCtaTracking=aec16a77-b8b7-4537-a2a6-f39d0d1c10c2%7Cebb3748a-2fda-4a4c-8361-3113ff62c10f

Top URLs in Tweet in G10:
[3] http://nca.himsschapter.org/event/save-dat
[2] http://healthsystemcio.com/2013/03/19/bill-rieger-cio-flagler-hospital-chapter-2/
[2] https://ehrintelligence.com/news/cios-prioritize-interoperability-during-early-phase-ehr-adoption
[2] https://searchhealthit.techtarget.com/essentialguide/How-healthcare-AI-technology-might-improve-patient-outcomes?utm_campaign=shealth_hit&utm_content=1553184415&utm_medium=social&utm_source=twitter
[2] https://www.beckershospitalreview.com/healthcare-information-technology/6-recent-vendor-contracts-go-lives-16.html
[2] https://www.beckershospitalreview.com/artificial-intelligence/microsoft-dna-analysis-startup-to-develop-algorithm-to-predict-heart-disease.html
[1] https://www.healthimaging.com/topics/healthcare-economics/electronic-health-records-problems
[1] https://www.healthdatamanagement.com/news/trump-fy-2020-budget-funds-absorption-of-ahrq-into-nih?feed=00000152-1276-da4c-af7b-5676f6060000
[1] https://cheddar.com/media/katie-couric-how-digital-technology-can-help-fix-u-s-health-care
[1] https://searchhealthit.techtarget.com/opinion/Information-blocking-rule-aims-to-facilitate-health-data-exchange

Top Domains
Top Domains in Tweet in Entire Graph:
[209] twitter.com
[131] healthcareitnews.com
[117] hitconsultant.net
[92] statnews.com
[77] airtime.pro
[75] healthit.gov
[58] idigitalhealth.com
[56] beckershospitalreview.com
[41] ehrintelligence.com
[40] kaysharbor.com

Top Domains in Tweet in G1:
[62] twitter.com
[52] idigitalhealth.com
[41] healthit.gov
[15] wbur.org
[14] fortune.com
[10] linkedin.com
[8] zoom.us
[5] healthdatamanagement.com
[5] lnkd.in
[5] fiercehealthcare.com

Top Domains in Tweet in G2:
[52] twitter.com
[49] healthcareitnews.com
[40] kaysharbor.com
[26] twi.li
[24] forbes.com
[22] apple.news
[19] mailchi.mp
[14] healthtechmagazine.net
[13] hitinfrastructure.com
[12] plsg.com

Top Domains in Tweet in G3:
[18] dlvr.it
[16] twitter.com
[13] healthit.gov
[12] himss.org
[11] healthcareitnews.com
[10] imedicalmanagement.com
[9] lnkd.in
[8] ziftsolutions.com
[6] ifah.world
[5] ehrintelligence.com

Top Domains in Tweet in G4:
[27] att.com
[9] realclearpolitics.com
[2] twitter.com
[2] linkedin.com
[2] nextgov.com
[2] healthcareitnews.com
[2] cnbc.com
[2] healthpopuli.com
[2] europa.eu
[2] co.uk

Top Domains in Tweet in G5:
[5] ahrq.gov

Top Domains in Tweet in G6:
[36] healthcareitnews.com
[14] thoughtwire.com
[9] healthsystemcio.com
[7] netapp.com
[7] chimecentral.org
[6] himsseuropeconference.eu
[6] healthcareittoday.com
[4] youtube.com
[2] twitter.com
[2] healthdatamanagement.com

Top Domains in Tweet in G7:
[5] histalk2.com
[4] twitter.com
[3] pewtrusts.org
[3] wbur.org
[3] fortune.com
[3] khn.org
[2] senate.gov
[2] medium.com
[2] physicianleaders.org
[2] lnkd.in

Top Domains in Tweet in G8:
[27] electronichealthreporter.com
[19] healthcareitnews.com
[9] hl7.org
[7] beckershospitalreview.com
[6] ehrintelligence.com
[5] healthdatamanagement.com
[5] geneia.com
[4] healthleadersmedia.com
[4] modernhealthcare.com
[2] pathlms.com

Top Domains in Tweet in G9:
[76] airtime.pro
[16] healthcarenowradio.com
[6] hitechanswers.net
[6] ctg.com
[5] softheon.com
[3] twitter.com
[2] healthdatamanagement.com
[2] healthcareinfosecurity.com
[2] ehidc.org
[2] healthcareitleaders.com

Top Domains in Tweet in G10:
[30] beckershospitalreview.com
[4] ehrintelligence.com
[3] techtarget.com
[3] himsschapter.org
[3] twitter.com
[2] healthsystemcio.com
[2] fedhealthit.com
[1] healthimaging.com
[1] healthdatamanagement.com
[1] cheddar.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3128] healthit
[906] healthcare
[529] digitalhealth
[409] healthtech
[401] ai
[388] ehr
[315] healthcareit
[253] interoperability
[223] mhealth
[205] ehealth



Top Hashtags in Tweet in G1:
[336] healthit
[118] hdpalooza
[88] healthcare
[64] interoperability
[44] ehr
[39] digitalhealth
[37] healthdata
[33] nprm
[26] healthtech
[25] ai

Top Hashtags in Tweet in G2:
[721] healthit
[311] healthcare
[281] digitalhealth
[204] mhealth
[199] ai
[183] healthtech
[165] ehealth
[156] ehr
[98] medtech
[81] bigdata

Top Hashtags in Tweet in G3:
[285] healthit
[67] healthcare
[37] healthtech
[26] ehr
[26] digitalhealth
[17] emr
[14] health
[14] tech
[13] telehealth
[12] ai

Top Hashtags in Tweet in G4:
[102] healthcare
[59] healthit
[25] digitalhealth
[22] cybersecurity
[19] 5g
[18] attinfluencer
[17] iot
[15] vr
[14] iomt
[11] technology

Top Hashtags in Tweet in G6:
[123] healthit
[43] technology
[36] healthcareit
[35] informatics
[23] healthcare
[23] healthtech
[17] cio
[12] chimemostwired
[12] smarthospitals
[11] caredelivery

Top Hashtags in Tweet in G7:
[60] healthit
[15] ehr
[15] smartcare
[8] usability
[7] ehrs
[7] ehrseewhatwemean
[6] healthcare
[4] emr
[4] hcs2019
[4] seamhealth

Top Hashtags in Tweet in G8:
[124] healthit
[53] fhir
[52] hl7
[45] interoperability
[38] healthcare
[16] data
[15] healthdata
[11] ehr
[10] davinciproject
[9] digitalhealth

Top Hashtags in Tweet in G9:
[155] healthit
[40] hitmc
[28] hitsm
[24] thisjustinradio
[23] interviewsnow
[23] techguy
[23] colin_hung
[22] hcnowradio
[17] hitadvisor
[13] healthcare

Top Hashtags in Tweet in G10:
[55] healthit
[26] healthtech
[15] healthcareit
[9] ehr
[9] healthcare
[5] artificialintelligence
[4] himss
[4] digitalhealth
[4] ai
[4] patientengagement

Top Words
Top Words in Tweet in Entire Graph:
[3766] Words in Sentiment List#1: Positive
[1500] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[104408] Non-categorized Words
[109676] Total Words
[3127] #healthit
[908] #healthcare
[850] health
[529] #digitalhealth
[503] onc_healthit

Top Words in Tweet in G1:
[341] onc_healthit
[336] #healthit
[164] health
[141] data
[118] #hdpalooza
[90] s
[89] #healthcare
[75] now
[73] healthit_policy
[68] patients

Top Words in Tweet in G2:
[721] #healthit
[312] #healthcare
[281] #digitalhealth
[204] #mhealth
[199] #ai
[183] #healthtech
[173] health
[165] #ehealth
[156] #ehr
[102] healthcare

Top Words in Tweet in G3:
[285] #healthit
[74] health
[67] #healthcare
[48] healthcare
[39] patient
[37] #healthtech
[30] care
[28] more
[26] #ehr
[26] data

Top Words in Tweet in G4:
[102] #healthcare
[59] #healthit
[42] dez_blanchfield
[39] evankirstel
[30] care
[26] patient
[25] #digitalhealth
[23] attbusiness
[22] #cybersecurity
[20] ahmedjr_16

Top Words in Tweet in G5:
[4] just4thecause
[3] doritmi
[2] mcfunny
[2] plasticdoe
[2] geoffschuler
[2] mmelgar09
[2] dansmonkeyshack
[2] wendyorent
[2] chrisjohnsonmd
[2] mc40_e

Top Words in Tweet in G6:
[123] #healthit
[43] #technology
[36] #healthcareit
[35] #informatics
[30] michael81082
[24] innonurse
[23] #healthcare
[23] #healthtech
[21] ciochime
[20] chat

Top Words in Tweet in G7:
[60] #healthit
[26] health
[25] patients
[25] safety
[24] rajratwani
[23] onc_healthit
[22] records
[22] electronic
[18] make
[17] benmoscovitch

Top Words in Tweet in G8:
[124] #healthit
[53] #fhir
[52] #hl7
[45] hl7
[45] #interoperability
[38] #healthcare
[36] data
[34] health
[32] fhir
[28] director

Top Words in Tweet in G9:
[155] #healthit
[80] now
[80] live
[75] listen
[73] starts
[45] healthcare
[44] talking
[40] #hitmc
[28] today
[28] #hitsm

Top Words in Tweet in G10:
[55] #healthit
[26] #healthtech
[16] health
[15] #healthcareit
[9] #ehr
[9] #healthcare
[8] w
[7] data
[6] through
[5] recent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[268] #healthit,#healthcareit
[155] #healthit,#healthtech
[150] #digitalhealth,#healthit
[125] #healthcare,#healthit
[106] #healthit,#healthcare
[102] #healthit,#digitalhealth
[98] health,care
[98] check,out
[85] #healthtech,#healthit
[75] listen,live

Top Word Pairs in Tweet in G1:
[39] don,rucker
[34] dr,don
[32] health,data
[28] putting,patients
[28] onc_healthit,cmsgov
[27] proposed,rule
[25] donrucker,onc_healthit
[24] electronic,health
[24] formal,path
[24] path,putting

Top Word Pairs in Tweet in G2:
[71] #healthit,#healthtech
[70] #digitalhealth,#healthit
[58] #healthit,#digitalhealth
[54] #healthtech,#medtech
[45] gt,gt
[42] #ehealth,#healthit
[37] #digitalhealth,#mhealth
[35] #healthit,#emr
[33] #emr,#ehr
[33] #bigdata,#dataanalytics

Top Word Pairs in Tweet in G3:
[28] #healthtech,#healthit
[18] #healthcare,#healthtech
[16] #healthcare,#healthit
[13] #digitalhealth,#healthit
[10] #telehealth,#telemedicine
[10] use,medpilotnyc
[10] medpilotnyc,nuemd
[10] nuemd,#healthit
[9] #healthit,#telehealth
[9] #healthit,#tech

Top Word Pairs in Tweet in G4:
[21] #digitalhealth,#healthit
[15] #healthcare,patient
[15] patient,pathway
[15] pathway,changing
[15] changing,engage
[15] engage,patients
[15] patients,sms
[15] sms,video
[15] video,mobile
[15] mobile,more

Top Word Pairs in Tweet in G5:
[2] just4thecause,guess
[2] guess,never
[2] never,read
[2] read,lazarus
[2] lazarus,report

Top Word Pairs in Tweet in G6:
[35] #healthit,#healthcareit
[34] #healthcareit,#informatics
[34] #informatics,#technology
[17] #healthit,#healthtech
[16] 00,m
[11] himsseurope,gt
[11] thank,hit_geek
[11] hit_geek,ready_computing
[11] ready_computing,intersystems
[11] intersystems,powerpressparty

Top Word Pairs in Tweet in G7:
[19] electronic,health
[19] health,records
[15] aehin,taiwan
[15] taiwan,#smartcare
[13] #smartcare,#healthit
[11] records,supposed
[11] supposed,lot
[11] lot,make
[11] make,medicine
[11] medicine,safer

Top Word Pairs in Tweet in G8:
[36] #hl7,#fhir
[25] hl7,#hl7
[22] #fhir,product
[22] product,director
[22] director,grahamegrieve
[22] grahamegrieve,fhir
[22] fhir,set
[22] set,data
[22] data,free
[22] free,empowering

Top Word Pairs in Tweet in G9:
[73] starts,now
[73] now,listen
[73] listen,live
[27] healthcare,today
[23] thought,leaders
[23] leaders,talking
[23] #interviewsnow,starts
[22] talking,#healthit
[20] #hitmc,#healthit
[16] today,#techguy

Top Word Pairs in Tweet in G10:
[12] #healthit,#healthtech
[12] #healthit,#healthcareit
[10] #healthtech,#healthit
[5] data,analytics
[4] essential,guide
[4] guide,takes
[4] takes,through
[4] through,myriad
[4] myriad,uses
[4] uses,#ai

Top Replied-To
Top Replied-To in Entire Graph:
@healthit_policy
@onc_healthit
@kamleshkhunti
@rajratwani
@reasobbob
@coherencemed
@amalec
@dermhag
@hitpolicywonk
@pjonwhite

Top Replied-To in G1:
@healthit_policy
@onc_healthit
@reasobbob
@coherencemed
@hitpolicywonk
@amalec
@pjonwhite
@dermhag
@lmoriarty1
@carinalliance

Top Replied-To in G2:
@himss
@who
@allscripts
@siilomessenger
@hubsparks
@hubxstream

Top Replied-To in G3:
@medrecio

Top Replied-To in G4:
@dworkindarren

Top Replied-To in G5:
@mcfunny
@meddlinmegs
@just4thecause
@doritmi

Top Replied-To in G6:
@thoughtwire
@khgamble
@techienurse4eva
@cslocumb
@healthcarescene
@michael81082

Top Replied-To in G7:
@rajratwani
@commonhealth
@onc_healthit

Top Replied-To in G8:
@healthit_policy
@cmsgov

Top Replied-To in G9:
@shereesepubhlth
@healthcarewen

Top Replied-To in G10:
@us_fda
@hitmarketingpr
@apple
@sutterhealth
@mystlukes
@mountsinainyc
@health_it
@my_healthquest
@snapchat
@childrensla

Top Mentioned
Top Mentioned in Entire Graph:
@onc_healthit
@himss
@ajpcarr
@cmsgov
@rasushrestha
@hdpalooza
@healthit_policy
@dez_blanchfield
@donrucker
@healthitnews

Top Mentioned in G1:
@onc_healthit
@cmsgov
@healthit_policy
@rasushrestha
@donrucker
@hdpalooza
@himss
@reasobbob
@coherencemed
@i_digitalhealth

Top Mentioned in G2:
@hubbucket
@healthitnews
@kaysharbor
@hcitexpert
@medappsab
@advanceventures
@hubiomt
@msharmas
@forbes
@pulseitnews

Top Mentioned in G3:
@mohdalhajjy
@adamtabriz
@gatheringlab
@chino_api
@imprivata
@emrsystems
@emrfinder
@wearelemberg

Top Mentioned in G4:
@dez_blanchfield
@evankirstel
@attbusiness
@ahmedjr_16
@seeker
@louisserge
@ha
@irmaraste
@blindspots
@rodcruz88

Top Mentioned in G5:
@just4thecause
@plasticdoe
@geoffschuler
@doritmi
@mmelgar09
@dansmonkeyshack
@wendyorent
@chrisjohnsonmd
@mc40_e
@bluelionblog

Top Mentioned in G6:
@michael81082
@innonurse
@ciochime
@intersystems
@khgamble
@himsseurope
@hit_geek
@ready_computing
@powerpressparty
@thoughtwire

Top Mentioned in G7:
@onc_healthit
@rajratwani
@benmoscovitch
@medicalhfe
@gophelp
@helpcmtedems
@theihi
@khnews
@weareaehin
@fortunemagazine

Top Mentioned in G8:
@hl7
@lumeon_
@himss
@grahamegrieve
@healthitnews
@ehreporter
@rick_halton
@hslavoie
@onc_healthit
@derivehealth

Top Mentioned in G9:
@colin_hung
@techguy
@hcnowradio
@onc_healthit
@hitadvisor
@hitechanswers
@greenway
@mrocorp
@cynergistek
@nextgate

Top Mentioned in G10:
@onc_healthit
@ehrintel
@nih
@searchhealthit
@himss_nca
@jenningshealth
@dowdupontco
@healthit
@dandunlop
@hitmarketingpr

Top Tweeters
Top Tweeters in Entire Graph:
@vzwsupport
@sectest9
@marionspekker
@nosqldigest
@applesupport
@evankirstel
@myall3000
@jennasm66663888
@gamergeeknews
@ottlegalrebels

Top Tweeters in G1:
@drjudystone
@medicalquack
@jocelynseip
@ayirpelle
@epicfaildrone
@wareflo
@nickisnpdx
@shereesepubhlth
@google
@2healthguru

Top Tweeters in G2:
@nosqldigest
@ottlegalrebels
@chidambara09
@rosenchild
@kimvie
@calcaware
@jpwilloughby
@yamatho2
@caring_mobile
@cnn

Top Tweeters in G3:
@nishant_shastry
@seqcomplete
@mattsoleyn
@maxgattoni
@theiotwarehouse
@sofiaitc
@vichit2017
@solucionetcp
@dirkstanley
@nzdoctor_news

Top Tweeters in G4:
@evankirstel
@pussinpjs1
@evanderburg
@nancyrubin
@tendellshow
@colorstreamedia
@padididit
@thehipposhoe
@italiadeidolori
@ipfconline1

Top Tweeters in G5:
@veritasever
@itsmepanda1
@henjam48
@beckyjohnson222
@doritmi
@gothamist
@elle_franks
@emmagpaley
@plasticdoe
@denutrients

Top Tweeters in G6:
@gamergeeknews
@debraruh
@dchou1107
@agami
@kimberlyanngeo
@ozsilverfox
@drlindamd
@innonurse
@alecpett
@villekoiste

Top Tweeters in G7:
@rafat777
@fortunemagazine
@wbur
@abujaupdate
@hhask
@amermedicalassn
@khnews
@rfrsarmiento
@uclahealth
@pattymurray

Top Tweeters in G8:
@thecharpost
@modrnhealthcr
@beckershr
@healthleaders
@statnews
@amazon
@motorcycle_guy
@health_affairs
@fiercehealth
@geneia

Top Tweeters in G9:
@nxtstop1
@westr
@epatientdave
@colin_hung
@brad_justus
@hitechanswers
@healthcarewen
@hcnowradio
@techguy
@doctor_v

Top Tweeters in G10:
@pharmacypodcast
@reddit
@ups
@mountsinainyc
@deptvetaffairs
@dandunlop
@searchhealthit
@taylaholman
@energy
@jenningshealth


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