HealthIT, Twitter, 12/24/2019 3:08:20 AM, 219466


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HealthIT_2019-12-23_18-21-32.xlsx
HealthIT_2019-12-23_18-21-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2019
Short Description:
HealthIT via NodeXL http://bit.ly/3783XK7
@onc_healthit
@caring_mobile
@evankirstel
@beckershr
@rasushrestha
@hubbucket
@psoriasischamp
@healthitnews
@hi_in_ksa
@dermhag

Top hashtags:
#healthit
#healthcare
#healthtech
#digitalhealth
#health
#ai
#medtech
#mhealth
#ehr

Description:
Description
The graph represents a network of 2,849 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, 24 December 2019 at 02:22 UTC.

The requested start date was Tuesday, 24 December 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, 14-hour, 29-minute period from Tuesday, 10 December 2019 at 01:12 UTC to Monday, 23 December 2019 at 15:41 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 : 2849
Unique Edges : 4488
Edges With Duplicates : 4065
Total Edges : 8553
Number of Edge Types : 4
Mentions : 2762
Tweet : 1449
MentionsInRetweet : 4155
Replies to : 187
Self-Loops : 1449
Reciprocated Vertex Pair Ratio : 0.0516882034180909
Reciprocated Edge Ratio : 0.0982956797463337
Connected Components : 346
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 1978
Maximum Edges in a Connected Component : 7087
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.896831
Graph Density : 0.000621891773577167
Modularity : 0.495378
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,849 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, 24 December 2019 at 02:22 UTC.

The requested start date was Tuesday, 24 December 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, 14-hour, 29-minute period from Tuesday, 10 December 2019 at 01:12 UTC to Monday, 23 December 2019 at 15:41 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:
[106] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[86] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[24] https://techcrunch.com/2019/12/19/1926012/
[24] https://healthit.ahrq.gov/sites/default/files/docs/publication/r18hs017045-lazarus-final-report-2011.pdf
[22] https://www.youtube.com/watch?v=JnQcYYWnUGs&feature=youtu.be

[21] https://phys.org/news/2019-12-polymer-drug-resistant-bacteria.html
[21] https://www.cio.com/article/3509462/healthcare-s-digital-transformation-5-predictions-for-2020.html
[20] https://www.healthit.gov/buzz-blog/interoperability/advancing-interoperable-social-determinants-of-health-data
[18] https://www.forbes.com/sites/nicolemartin1/2019/08/30/how-healthcare-is-using-big-data-and-ai-to-cure-disease/
[18] https://www.healthcareitnews.com/news/providers-innovated-patient-engagement-and-experience-2019

Top URLs in Tweet in G1:
[106] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[15] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[13] https://utmhealthcare.com/
[10] https://azure.microsoft.com/en-us/blog/azure-sphere-guardian-module-simplifies-secures-brownfield-iot/
[10] https://www.technative.io/planning-for-an-intelligent-future/
[10] https://techcrunch.com/2019/12/19/1926012/
[10] https://utmhealthcare.com/products/?platform=hootsuite
[10] https://www.healthcarenowradio.com/programs/this-just-in/
[10] https://www.linkedin.com/slink?code=enryUJQ
[9] https://www.cdc.gov/climateandhealth/effects/default.htm

Top URLs in Tweet in G2:
[8] https://www.healthit.gov/buzz-blog/interoperability/advancing-interoperable-social-determinants-of-health-data
[6] https://ainq.com/onc-awards-audacious-inquiry-contract-for-expansion-of-pulse-national-emergency-preparedness-and-response-platform/
[5] https://www.healthit.gov/news/events/2020-onc-annual-meeting
[5] https://register.gotowebinar.com/register/6680357075849337867
[5] https://www.fiercehealthcare.com/hospitals-health-systems/chutes-ladders-banner-health-names-new-hospital-ceo-new-coo-for-penn
[5] https://upi.com/6957565t
[3] https://www.healthit.gov/topic/privacy-security/security-risk-assessment-tool
[3] https://www.healthit.gov/api-education-module/story_html5.html
[3] https://cloud.connect.hhs.gov/HIT
[3] https://sequoiaproject.org/pulse/

Top URLs in Tweet in G3:
[65] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[18] https://www.youtube.com/watch?v=JnQcYYWnUGs&feature=youtu.be

[16] https://www.cio.com/article/3509462/healthcare-s-digital-transformation-5-predictions-for-2020.html
[15] https://phys.org/news/2019-12-polymer-drug-resistant-bacteria.html
[14] https://www.forbes.com/sites/nicolemartin1/2019/08/30/how-healthcare-is-using-big-data-and-ai-to-cure-disease/
[13] https://www.healthcareitnews.com/news/providers-innovated-patient-engagement-and-experience-2019
[12] https://venturebeat.com/2019/11/20/foodvisor-raises-4-5-million-for-its-ai-driven-app-that-helps-track-what-you-eat/
[11] https://techcrunch.com/2019/12/19/1926012/
[10] https://phys.org/news/2019-12-human-lifespan-written-dna.html
[10] https://hitconsultant.net/2019/12/13/xealth-finalist-accentures-healthtech-innovation-challenge/

Top URLs in Tweet in G4:
[6] https://www.healthit.gov/buzz-blog/interoperability/advancing-interoperable-social-determinants-of-health-data
[6] http://www.hin.com/lp/121619_non-emergency_hospitalizations_out_of_network_costs_US_doctors_and_care_coordination_health_IT_tools_ER_visit_trends.html
[4] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff808181554038d801554a4378ee52a0?cid=8a9983966ea9323c016ec73361b84d00&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fsimonchandler%2F2019%2F11%2F25%2Fhow-ai-is-helping-diagnose-rare-genetic-diseases%2F
[3] http://Cendien.com
[3] https://shop.lww.com/Health-Care-Management-Review/p/0361-6274
[2] https://www.pulseitmagazine.com.au:443/australian-ehealth/5262-tim-kelsey-steps-down-as-adha-ceo
[2] https://twinybots.ch/
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff8081815b1d1532015b3ad782eb3f84?cid=8a9983966ea9323c016ec73361b84d00&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fsimonchandler%2F2019%2F11%2F25%2Fhow-ai-is-helping-diagnose-rare-genetic-diseases%2F
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff8081815e747096015e8b330dc208fe?cid=8a9983966ea9323c016ec73361b84d00&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fsimonchandler%2F2019%2F11%2F25%2Fhow-ai-is-helping-diagnose-rare-genetic-diseases%2F
[2] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff8081815ce77364015cf742af322452?cid=8a9983966ea9323c016ec73361b84d00&url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fsimonchandler%2F2019%2F11%2F25%2Fhow-ai-is-helping-diagnose-rare-genetic-diseases%2F

Top URLs in Tweet in G5:
[6] https://www.himssconference.org/
[5] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[3] https://www.managedhealthcareexecutive.com/news/more-consumers-trusting-digital-health-data-tools
[3] https://www.healthcareitnews.com/news/providers-innovated-patient-engagement-and-experience-2019
[3] https://www.healthcareitnews.com/news/uptake-population-health-analytics-increase-gaps-remain
[2] https://www.jmir.org/2019/12/e15176
[2] https://www.beckershospitalreview.com/healthcare-information-technology/half-of-post-acute-providers-say-health-it-proficiency-almost-nonexistent-among-staff-survey-finds.html
[2] https://techcrunch.com/2019/11/18/the-coming-fight-over-who-controls-digital-health-data/
[2] https://medcitynews.com/2019/11/how-to-manage-patient-data-security-and-privacy-demands-in-the-digital-health-era/?rf=1
[2] https://www.wired.com/story/hey-surgeon-is-that-a-hololens-on-your-head/?utm_source=The%20Medical%20Futurist%20Newsletter&utm_campaign=be7b9b69bc-EMAIL_CAMPAIGN_2019_10_29_diabetes_companies_COPY_&utm_medium=email&utm_term=0_efd6a3cd08-be7b9b69bc-232423865

Top URLs in Tweet in G6:
[12] https://healthit.ahrq.gov/sites/default/files/docs/publication/r18hs017045-lazarus-final-report-2011.pdf
[3] https://healthit.ahrq.gov/ahrq-funded-projects/electronic-support-public-health-vaccine-adverse-event-reporting-system
[2] https://healthit.ahrq.gov/ahrq-funded-pr
[1] https://www.google.com.au/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&ved=2ahUKEwj41Zzx8LrmAhUU4zgGHRXWCWEQFjABegQIBRAC&url=https%3A%2F%2Fhealthit.ahrq.gov%2Fsites%2Fdefault%2Ffiles%2Fdocs%2Fpublication%2Fr18hs017045-lazarus-final-report-2011.pdf&usg=AOvVaw3T03_n09f3fU2ZehantOof

Top URLs in Tweet in G7:
[4] https://www.beckershospitalreview.com/lists/women-to-watch-in-health-it-2020.html
[3] https://www.nursingtimes.net/news/technology/nurse-engagement-in-tech-agenda-critical-to-protecting-clinical-practice-20-12-2019/
[3] https://twitter.com/VoceraComm/status/1204151894291161092
[2] https://www.forbes.com/sites/forbestechcouncil/2019/12/09/why-patients-and-care-teams-should-co-design-healthcare-technologies/#555a3a95f4a7
[2] https://www.newarkadvocate.com/story/news/2019/12/14/newark-teen-receives-distinguished-young-woman-ohio-awards/2607764001/
[2] https://www.prnewsonline.com/go/2019-top-women-in-pr-awards/
[2] https://www.beckershospitalreview.com/lists/women-to-watch-in-health-it-2020.html?sf114519855=1
[2] https://www.forbes.com/sites/joeharpaz/2019/12/09/5-ways-technology-will-enable-value-based-care-in-2020/#48684fb63511
[1] https://newatlas.com/medical/broken-bone-bandage-adenosine/?utm_content=109171417&utm_medium=social&utm_source=twitter&hss_channel=tw-40269568
[1] https://healthitanalytics.com/news/using-artificial-intelligence-to-strengthen-suicide-prevention?utm_content=109181352&utm_medium=social&utm_source=twitter&hss_channel=tw-40269568

Top URLs in Tweet in G8:
[6] https://www.healthit.gov/news/events/2020-onc-annual-meeting
[6] https://onlinelibrary.wiley.com/doi/full/10.1002/lrh2.10208
[5] https://www.themedicalcareblog.com/patient-portals-part-3/
[5] https://www.rti.org/insights/defragmenting-healthcare-fhir
[4] https://healthit.ahrq.gov/2018-year-review/research-spotlights
[4] https://www.hcinnovationgroup.com/interoperability-hie/fast-healthcare-interoperability-resources-fhir/article/21118297/fhir-bulk-data-standard-gains-momentum
[4] https://www.hcinnovationgroup.com/policy-value-based-care/health-it-leadership/article/21118876/top-10-health-it-quotes-of-2019
[3] http://chat.hl7.org/?utm_content=107701650&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[3] https://www.themedicalcareblog.com/patient-portals-part-1/
[3] https://www.rti.org/insights/interoperability-%E2%80%93-yesterday-today-and-tomorrow

Top URLs in Tweet in G9:
[11] https://hub.nic-us.org/events/what-do-smart-cities-have-to-do-with-interoperability
[5] https://www.nytimes.com/2019/03/02/opinion/sunday/diet-artificial-intelligence-diabetes.html
[3] http://www.smhs.motherson.com/
[3] https://www.stoltenberg.com/pages/articles/2019/HIMSS19Recap.aspx
[2] https://www.healthit.gov/buzz-blog/interoperability/advancing-interoperable-social-determinants-of-health-data
[2] https://twitter.com/FDADeviceInfo/status/1205525326123749377
[2] https://www.nytimes.com/2019/12/13/opinion/robot-caregiver-aging.html
[2] https://www.healthdatamanagement.com/list/how-ai-is-making-an-impact-in-healthcare?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[2] https://www.technologyreview.com/s/614894/how-artificial-intelligence-is-making-health-care-more-human/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[2] https://zurl.co/aRH8

Top URLs in Tweet in G10:
[14] https://youtu.be/fhwiSy54lyY
[11] https://community.intersystems.com/post/intersystems-iris-and-iris-health-20194-released
[6] https://www.intersystems.com/pulse-blog/pulsecast-ep-3-dave-menninger-discovering-the-hidden-dollars-within-your-data/
[5] https://www.youtube.com/watch?v=o0T0AgvxaNk&feature=youtu.be

[3] https://www.ahip.org/events/real-clinical-data-to-improve-health-plan-performance/
[2] http://www.intersystems.com/try
[2] https://www.intersystems.com/uk/resources/detail/interoperability-platforms-2019-klas-research/
[2] https://www.youtube.com/watch?v=CCyWcHi1wII&feature=youtu.be

[2] https://duality.solutions/pshare
[1] https://www.intersystems.com/pulse-blog/digital-transformation-in-healthcare-what-to-expect-in-2020-and-beyond/

Top Domains
Top Domains in Tweet in Entire Graph:
[133] forbes.com
[127] healthcareitnews.com
[118] twitter.com
[106] airtime.pro
[65] hitconsultant.net
[63] linkedin.com
[60] healthit.gov
[59] youtube.com
[58] ahrq.gov
[44] beckershospitalreview.com

Top Domains in Tweet in G1:
[106] airtime.pro
[31] kaysharbor.com
[25] healthcareitnews.com
[23] utmhealthcare.com
[20] forbes.com
[18] linkedin.com
[18] healthcarenowradio.com
[16] beckershospitalreview.com
[14] microsoft.com
[14] medium.com

Top Domains in Tweet in G2:
[33] healthit.gov
[14] twitter.com
[12] fiercehealthcare.com
[10] pewtrusts.org
[7] gotowebinar.com
[7] hipaasuite.com
[6] ainq.com
[6] healthcareitnews.com
[5] upi.com
[5] healthtechmagazine.net

Top Domains in Tweet in G3:
[85] forbes.com
[58] hitconsultant.net
[38] healthcareitnews.com
[25] phys.org
[18] youtube.com
[17] medicalxpress.com
[16] cio.com
[14] mobihealthnews.com
[12] venturebeat.com
[11] techcrunch.com

Top Domains in Tweet in G4:
[43] ziftsolutions.com
[16] givainc.com
[14] twitter.com
[11] healthcareitnews.com
[9] healthit.gov
[7] linkedin.com
[6] com.au
[6] hin.com
[6] mobisoftinfotech.com
[5] udemy.com

Top Domains in Tweet in G5:
[32] healthcareitnews.com
[10] healthsystemcio.com
[8] jmir.org
[8] forbes.com
[7] himssconference.org
[6] twitter.com
[4] techcrunch.com
[3] managedhealthcareexecutive.com
[3] youtube.com
[3] himss.org

Top Domains in Tweet in G6:
[17] ahrq.gov
[1] com.au

Top Domains in Tweet in G7:
[11] forbes.com
[9] beckershospitalreview.com
[6] twitter.com
[3] nursingtimes.net
[3] newatlas.com
[3] healthitanalytics.com
[3] knbcomm.com
[3] healtheuropa.eu
[2] newarkadvocate.com
[2] prnewsonline.com

Top Domains in Tweet in G8:
[21] ahrq.gov
[12] themedicalcareblog.com
[9] hl7.org
[9] hcinnovationgroup.com
[8] rti.org
[7] healthit.gov
[6] wiley.com
[3] gotowebinar.com
[3] twitter.com
[2] forbes.com

Top Domains in Tweet in G9:
[19] twitter.com
[19] zurl.co
[11] nic-us.org
[7] techcrunch.com
[7] nytimes.com
[6] healthdatamanagement.com
[6] plsg.com
[5] healthcareitnews.com
[5] medcitynews.com
[5] com.au

Top Domains in Tweet in G10:
[23] intersystems.com
[14] youtu.be
[7] youtube.com
[3] ahip.org
[3] twitter.com
[2] duality.solutions
[1] himss.eu
[1] healthcareitnews.com
[1] credsimple.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2693] healthit
[960] healthcare
[656] healthtech
[561] digitalhealth
[476] health
[458] ai
[294] medtech
[263] mhealth
[193] ehr
[169] ehealth



Top Hashtags in Tweet in G1:
[793] healthit
[252] healthcare
[180] healthtech
[156] mhealth
[133] digitalhealth
[122] medtech
[118] ai
[95] health
[89] cybersecurity
[80] medical

Top Hashtags in Tweet in G2:
[165] healthit
[50] ehr
[28] ehrs
[23] healthcare
[21] hit
[20] fhir
[18] interoperability
[18] hie
[15] hipaa
[13] unblockhealth

Top Hashtags in Tweet in G3:
[285] health
[269] healthit
[253] healthtech
[243] healthcare
[190] digitalhealth
[129] ai
[93] medtech
[81] mhealth
[71] medtwitter
[69] futuretech

Top Hashtags in Tweet in G4:
[302] healthit
[67] healthcare
[51] ai
[43] ml
[30] digitalhealth
[21] healthtech
[16] ehr
[14] interoperability
[14] hipaa
[9] hl7

Top Hashtags in Tweet in G5:
[124] healthit
[52] digitalhealth
[41] healthtech
[35] informatics
[34] healthcareit
[32] technology
[28] medtech
[28] healthcare
[27] ehealth
[24] health

Top Hashtags in Tweet in G6:
[2] harvard
[2] vaers
[2] vaccinations
[2] vaccines
[2] vexit
[2] learntherisk

Top Hashtags in Tweet in G7:
[92] healthit
[34] healthcare
[21] healthtech
[12] teleicu
[11] ai
[11] telemedicine
[9] nurseleaders
[4] mostwired
[4] nurseleader
[3] pr

Top Hashtags in Tweet in G8:
[38] healthit
[25] interoperability
[20] ahrq
[19] fhir
[14] hl7
[12] healthcare
[9] clinicaldecisionsupport
[8] telehealth
[5] connectathon
[4] ehr

Top Hashtags in Tweet in G9:
[199] healthit
[83] healthcare
[66] ai
[52] digitalhealth
[39] healthtech
[33] hit
[33] healthcareit
[33] medtech
[22] aiinhealthcare
[21] healthdata

Top Hashtags in Tweet in G10:
[60] healthit
[35] intersystemsiris
[27] fhir
[22] healthcare
[19] interoperability
[18] irisforhealth
[15] intersystems
[15] healthshare
[14] objectscript
[14] api

Top Words
Top Words in Tweet in Entire Graph:
[3664] Words in Sentiment List#1: Positive
[1288] Words in Sentiment List#2: Negative
[32] Words in Sentiment List#3: Angry/Violent
[96520] Non-categorized Words
[101472] Total Words
[2691] #healthit
[956] #healthcare
[734] health
[656] #healthtech
[561] #digitalhealth

Top Words in Tweet in G1:
[793] #healthit
[251] #healthcare
[180] #healthtech
[158] hubbucket
[156] #mhealth
[133] #digitalhealth
[122] #medtech
[119] healthcare
[118] #ai
[112] co

Top Words in Tweet in G2:
[244] onc_healthit
[165] #healthit
[101] health
[73] patient
[60] data
[55] hmkyale
[51] gracecordovano
[50] #ehr
[49] healthprivacy
[49] savagelucia

Top Words in Tweet in G3:
[297] #health
[269] #healthit
[253] #healthtech
[243] #healthcare
[190] #digitalhealth
[176] evankirstel
[150] health
[129] #ai
[104] 2020
[93] #medtech

Top Words in Tweet in G4:
[302] #healthit
[67] #healthcare
[51] #ai
[51] health
[47] years
[45] here's
[44] recent
[44] diseases
[43] #ml
[43] being

Top Words in Tweet in G5:
[124] #healthit
[52] #digitalhealth
[49] innonurse
[41] #healthtech
[39] data
[38] health
[35] #informatics
[34] rasushrestha
[34] #healthcareit
[32] forward

Top Words in Tweet in G6:
[21] bglthmnd
[21] smcwoof
[20] silversynergy
[20] chaoticsx2
[20] monstercoyliar
[20] jkellyca
[20] meddlinmegs
[20] _mamadeb
[17] tombarr26816936
[17] weaponizedword1

Top Words in Tweet in G7:
[92] #healthit
[34] #healthcare
[22] 2020
[21] #healthtech
[20] read
[20] voceracomm
[19] adv_icu_care
[18] rhondacno
[18] women
[18] karley

Top Words in Tweet in G8:
[50] health
[44] dr
[38] #healthit
[33] hl7
[26] data
[26] rti_intl
[25] #interoperability
[24] fhir
[23] flat
[23] onc_healthit

Top Words in Tweet in G9:
[199] #healthit
[80] #healthcare
[66] #ai
[52] #digitalhealth
[49] health
[40] healthcare
[39] #healthtech
[35] more
[33] #hit
[33] #healthcareit

Top Words in Tweet in G10:
[60] #healthit
[52] gt
[35] #intersystemsiris
[35] intersystemsdev
[27] #fhir
[22] 2019
[22] #healthcare
[20] intersystems
[19] #interoperability
[18] #irisforhealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[234] #health,#healthtech
[206] #healthcare,#healthit
[197] #healthit,#healthtech
[178] #healthtech,#digitalhealth
[131] digital,health
[130] #digitalhealth,#healthcare
[107] #medtech,#healthit
[106] starts,listen
[106] listen,live
[101] #healthit,#healthcare

Top Word Pairs in Tweet in G1:
[106] starts,listen
[106] listen,live
[99] #healthit,#healthtech
[78] #healthtech,#medtech
[49] internet,#medical
[49] #medical,things
[49] things,#iomt
[47] #machinelearning,#deeplearning
[47] #artificialintelligence,#ai
[45] #medtech,#mhealth

Top Word Pairs in Tweet in G2:
[40] hmkyale,cmd418
[40] healthprivacy,savagelucia
[40] savagelucia,onc_healthit
[32] cmd418,gracecordovano
[32] gracecordovano,healthprivacy
[26] thelizarmy,hmkyale
[21] usability,satisfaction
[17] onc_healthit,vanallenlab
[17] onc_healthit,donrucker
[16] decimal,point

Top Word Pairs in Tweet in G3:
[186] #health,#healthtech
[132] #healthtech,#digitalhealth
[99] #digitalhealth,#healthcare
[80] #healthcare,#medtech
[74] #medtech,#healthit
[71] #healthit,#medtwitter
[70] digital,health
[69] #medtwitter,#mhealth
[65] see,#ces2020
[65] #ces2020,#ai

Top Word Pairs in Tweet in G4:
[42] recent,years
[42] years,fight
[42] fight,against
[42] against,rare
[42] rare,diseases
[42] diseases,fueled
[42] fueled,#ai
[42] #ai,#ml
[42] #ml,here's
[42] here's,progress

Top Word Pairs in Tweet in G5:
[33] #healthit,#healthcareit
[32] #healthcareit,#informatics
[32] #informatics,#technology
[27] #digitalhealth,#ehealth
[27] #ehealth,#healthit
[27] #healthit,#medtech
[26] #medtech,#healthtech
[22] exciting,news
[22] news,innonurse
[21] social,media

Top Word Pairs in Tweet in G6:
[17] bglthmnd,tombarr26816936
[17] tombarr26816936,silversynergy
[17] silversynergy,chaoticsx2
[17] chaoticsx2,monstercoyliar
[17] monstercoyliar,smcwoof
[17] smcwoof,jkellyca
[17] jkellyca,meddlinmegs
[17] meddlinmegs,_mamadeb
[16] weaponizedword1,bglthmnd
[16] _mamadeb,taket

Top Word Pairs in Tweet in G7:
[20] #healthcare,#healthit
[19] #healthit,#healthtech
[16] watch,#healthit
[11] human,centered
[11] women,watch
[11] #healthit,2020
[10] #healthit,solutions
[10] making,beckershr's
[10] beckershr's,list
[10] list,women

Top Word Pairs in Tweet in G8:
[23] flat,fhir
[20] hl7,bulk
[20] bulk,data
[16] moving,push
[16] push,button
[16] button,population
[16] population,health
[16] health,few
[16] few,steps
[16] steps,closer

Top Word Pairs in Tweet in G9:
[20] #hit,#healthit
[20] #healthit,#healthcareit
[18] #aiinhealthcare,#ai
[17] #healthtech,#aiinhealthcare
[17] #ai,#digitalhealth
[17] #digitalhealth,#healthcaresolutions
[17] #healthcaresolutions,#healthcaretechnology
[17] #healthcaretechnology,#healthdata
[17] #healthdata,#healthinnovation
[17] #healthinnovation,#healthtechnology

Top Word Pairs in Tweet in G10:
[26] #healthit,gt
[26] gt,gt
[25] #fhir,#healthit
[17] dave,menninger
[17] menninger,ventanaresearch
[16] generally,available
[16] available,intersystemsdev
[15] 2019,versions
[15] versions,#intersystemsiris
[15] #intersystemsiris,#irisforhealth

Top Replied-To
Top Replied-To in Entire Graph:
@thelizarmy
@adamhayden
@reasobbob
@kschang777
@agropper
@brendanredox
@s_icd_for_me
@bravebosom
@savagelucia
@mshlcurrie

Top Replied-To in G1:
@beckershr
@antheminc
@incubatemd
@afceabethesda

Top Replied-To in G2:
@thelizarmy
@adamhayden
@reasobbob
@agropper
@brendanredox
@s_icd_for_me
@savagelucia
@bravebosom
@mshlcurrie
@mightycasey

Top Replied-To in G3:
@veritystream

Top Replied-To in G4:
@kpininja

Top Replied-To in G5:
@chrissyfarr
@belindasummers
@zdoggmd
@davidbutlermd
@hmkyale
@coherencemed
@janoldenburg
@hhsocr
@irmaraste
@epatientdave

Top Replied-To in G6:
@kschang777
@kimwahlman
@pacintx
@bglthmnd
@brianjohnson67
@jkellyca
@geoffschuler
@mattb1974
@thegigconomist
@aetna

Top Replied-To in G7:
@forbes
@dyno_tx
@sanofius
@expressscripts
@mayoclinic
@julez_norton
@nokiahealthcare

Top Replied-To in G8:
@ahrqnews
@kasshout
@amermedicalassn

Top Replied-To in G9:
@bossoft
@secure_exchange
@techguy

Top Replied-To in G10:
@coinmarketcap

Top Mentioned
Top Mentioned in Entire Graph:
@onc_healthit
@evankirstel
@hubbucket
@evirahealth
@healthtechmag
@hubiomt
@hmkyale
@gracecordovano
@healthprivacy
@hubbucketsearch

Top Mentioned in G1:
@hubbucket
@healthtechmag
@hubiomt
@hubbucketsearch
@fisher85m
@starbridgehit
@sgschade
@hubdirectorydb
@hubocto
@hubbasedb

Top Mentioned in G2:
@onc_healthit
@hmkyale
@gracecordovano
@healthprivacy
@cmd418
@savagelucia
@rajratwani
@thelizarmy
@sequoiaproject
@a_inq

Top Mentioned in G3:
@evankirstel
@evirahealth
@healthitnews
@irmaraste
@tecnbiz
@siwickihealthit
@jimharris
@hc_finance
@cio_asean
@cio_middleeast

Top Mentioned in G4:
@intersystemsita

Top Mentioned in G5:
@rasushrestha
@innonurse
@evankirstel
@himsseurope
@health2eu
@cioshafiq
@ciochime
@google
@onc_healthit
@farzad_md

Top Mentioned in G6:
@smcwoof
@silversynergy
@chaoticsx2
@monstercoyliar
@meddlinmegs
@_mamadeb
@bglthmnd
@jkellyca
@tombarr26816936
@weaponizedword1

Top Mentioned in G7:
@beckershr
@voceracomm
@rhondacno
@nursingtimes
@brentdlang
@forbes
@adv_icu_care
@roperstfrancis
@hbshealth
@drbridgetduffy

Top Mentioned in G8:
@hl7
@rti_intl
@smarthealthit
@onc_healthit
@mandl
@ahrqnews
@rti_healthit
@djvreeman
@davidraths
@medcarebloggers

Top Mentioned in G9:
@mcgibbons
@jamesfjordan3
@nicnetworks
@stewardschange
@shms_healthit
@aihealth1
@secure_exchange
@tcshealthcare
@ncqa
@uthealth_sbmi

Top Mentioned in G10:
@intersystemsdev
@intersystems
@ventanaresearch
@dualityofficial
@spencerlievens
@klasresearch
@dmenningervr
@thetomcastles
@jackmurtha
@ahipcoverage

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@jurylady5
@huskorkut
@marionspekker
@deejayiwan
@evankirstel
@chidambara09
@digestwordpress
@techl0g

Top Tweeters in G1:
@sectest9
@chidambara09
@techl0g
@cybersec_feeds
@nadiasindi
@andrewmorrisuk
@cnbc
@neusamandrade
@caring_mobile
@teresamac2009

Top Tweeters in G2:
@threadreaderapp
@lovetogive2
@nytimes
@washingtonpost
@neurolawguy
@marciasgreen
@kenzeroharm
@stales
@shereesepubhlth
@upi

Top Tweeters in G3:
@jurylady5
@evankirstel
@aldoceccarelli
@rosenchild
@juandoming
@nicochan33
@gezgintrk
@colorstreamedia
@padididit
@bayiskendr

Top Tweeters in G4:
@andysugs
@drzahwa
@robinyearsley
@kamlesm
@eudyzerpa
@nebumax
@cloudenfrancais
@shimcode
@quynhthi1
@h_i_n

Top Tweeters in G5:
@npsusa
@richsimmondsza
@natricer
@akwyz
@drferdowsi
@dchou1107
@bronwynhemsley
@ccprakay
@nickisnpdx
@google

Top Tweeters in G6:
@eddarrell
@therickwilson
@nbcnews
@veritasever
@_mamadeb
@rocza
@doritmi
@beckyjohnson222
@6bottoms
@danaelizabeth69

Top Tweeters in G7:
@arkangelscrap
@forbes
@hbsalumni
@topcybernews
@technojeder
@mvollmer1
@nursingtimes
@prnews
@newarkadvocate
@alvinfoo

Top Tweeters in G8:
@randcorporation
@healthpolicybot
@adamgdunn
@hunt
@alexanderberler
@cdcgov
@commonwealthfnd
@sairsyr
@hhsregion8
@ahrqnews

Top Tweeters in G9:
@inc
@techcrunch
@smartecocity
@lightifyco1
@kevin_jackson
@iot_technojeder
@colin_hung
@rhettpower
@techguy
@_atanas_

Top Tweeters in G10:
@wynandbooysen
@ventanaresearch
@marksmithvr
@techuk
@odbmsorg
@crypto_digital
@ahipcoverage
@intersystems
@jindal_utdallas
@intersystemsuk


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