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HealthIT_2023-03-07_11-15-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2023
Short Description:
HealthIT via NodeXL PERMANENTLY_REMOVED
@onc_healthit
@chidambara09
@apothera
@convergehis
@answersnetwork
@caring_mobile
@scmagazine
@eli_krumova
@hhsgov
@lygeia

Top hashtags:
#healthit
#healthcare
#medtwitter
#digitalhealth
#bioinformatics
#healthtech
#mhealth

Description:
Description
The graph represents a network of 2,768 Twitter users whose recent tweets contained "HealthIT", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 19:20 UTC.

The tweets in the network were tweeted over the 2202-day, 12-hour, 29-minute period from Thursday, 23 February 2017 at 12:30 UTC to Tuesday, 07 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2768
Unique Edges : 2933
Edges With Duplicates : 9222
Total Edges : 12155
Number of Edge Types : 9
Replies to : 353
MentionsInReplyTo : 1270
Mentions : 2455
Retweet : 2360
MentionsInRetweet : 3966
Tweet : 1361
MentionsInQuoteReply : 15
Quote : 100
MentionsInQuote : 275
Self-Loops : 1975
Reciprocated Vertex Pair Ratio : 0.0461571489909833
Reciprocated Edge Ratio : 0.0882413297763185
Connected Components : 266
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 2149
Maximum Edges in a Connected Component : 10922
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.33927
Graph Density : 0.000636240288620425
Modularity : 0.332988
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,768 Twitter users whose recent tweets contained "HealthIT", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 19:20 UTC.

The tweets in the network were tweeted over the 2202-day, 12-hour, 29-minute period from Thursday, 23 February 2017 at 12:30 UTC to Tuesday, 07 March 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[760] https://apps.apple.com/us/app/apothera/id526613282
[117] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[27] http://utmhealthcare.com/news/
[22] https://nerdist.com/article/googles-deepmind-releases-structure-of-every-known-protein/
[19] https://www.icarebilling.com/blog/icarebilling-named-among-clutchs-top-1000-global-companies-for-2022/
[14] https://www.sciencedirect.com/topics/computer-science/sequential-decision-making
[14] https://healthcarenowradio.airtime.pro/
[14] https://www.bizjournals.com/albany/inno/stories/profiles/2022/09/01/vivalynx-telemedicine-seniors.html
[12] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[12] https://www.youtube.com/watch?v=CP-0l6Z3H0E&feature=youtu.be


Top URLs in Tweet in G1:
[117] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[14] https://healthcarenowradio.airtime.pro/
[10] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[9] https://www.healthit.gov/sites/default/files/2023-02/Social%20Determinants%20of%20Health%20Information%20Exchange%20Toolkit%202023_508.pdf
[8] https://www.healthit.gov/buzz-blog/electronic-health-and-medical-records/interoperability-electronic-health-and-medical-records/building-tefca
[8] https://healthcarenowradio.com/programs/this-just-in/
[7] https://www.forbes.com/sites/michaelmillenson/2023/02/27/ai-driven-medical-care-a-health-data-reality-check/
[6] https://www.healthitanswers.net/weekend-playlist-on-healthcare-now-radio/
[5] https://www.healthit.gov/buzz-blog/health-it-policy/new-cms-rules-advancing-interoperability
[5] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/

Top URLs in Tweet in G2:
[633] https://apps.apple.com/us/app/apothera/id526613282
[8] https://www.chestnet.org/Topic-Collections/Infographics/Postintubation-Tracheal-Stenosis
[4] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2206038?articleTools=true
[2] https://twitter.com/ApoThera/status/1626431444993314816/photo/1
[2] https://twitter.com/ApoThera/status/1621463957201633280/photo/1
[1] https://twitter.com/i/web/status/1629653487951945728
[1] https://twitter.com/ApoThera/status/1629653487951945728/photo/1
[1] https://twitter.com/ApoThera/status/1625018009650864130/photo/1
[1] https://twitter.com/i/web/status/1625072892710092801
[1] https://twitter.com/ApoThera/status/1625072892710092801/photo/1

Top URLs in Tweet in G3:
[37] https://apps.apple.com/us/app/apothera/id526613282
[9] https://www.scmagazine.com/news/privacy/consumer-privacy-protections-data-brokers-sell-mental-health-info
[8] https://www.scmagazine.com/news/threat-intelligence/killnet-ddos-attacks-inflicting-damage-on-healthcare-this-is-war
[8] https://www.healthcareitnews.com/news/womens-telehealth-program-diminishes-stigma-technology
[8] https://telemedicine.global-summit.com/
[6] https://www.scmagazine.com/news/data-security/dna-diagnostics-to-pay-400k-after-breach-affected-2-1-million-patients
[6] https://www.scmagazine.com/news/threats/danish-hospitals-latest-target-of-ddos-attacks-on-nato-backed-countries
[6] https://www.scmagazine.com/news/ransomware/as-medusalocker-ransomware-targets-rdp-hhs-urges-brute-force-defense
[6] https://www.scmagazine.com/news/privacy/lawmakers-privacy-law-consumers-data
[6] https://healthitsecurity.com/news/banner-health-pays-1.25m-to-resolve-hipaa-security-rule-investigation

Top URLs in Tweet in G4:
[4] https://twitter.com/STATECS_LLC/status/1631336510510309384/photo/1
[3] https://www.healthit.gov/buzz-blog/health-it-policy/new-cms-rules-advancing-interoperability
[3] https://ehrintelligence.com/news/95-of-certified-health-it-developers-met-onc-cures-act-deadline
[2] https://healthit.tistory.com/1110
[2] https://healthit.tistory.com/1106
[2] https://healthit.tistory.com/1108
[2] https://healthit.tistory.com/1107
[2] https://healthit.tistory.com/1111
[2] https://healthit.tistory.com/1113
[2] https://healthit.tistory.com/1104

Top URLs in Tweet in G5:
[3] https://twitter.com/CDCFound/status/1631396525065510915/photo/1
[3] https://twitter.com/CDCFound/status/1628452566546751488
[3] https://altarum.org/event/state-michigan-present-results-altarum-collaboration-cdc-onc-industry-days
[3] https://www.healthit.gov/buzz-blog/health-data/flipping-the-script-leveraging-ehr-data-to-inform-clinical-burden-reduction-approaches
[3] https://nypost.com/2023/02/27/10-myths-told-by-covid-experts-now-debunked/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://twitter.com/CDCFound/status/1630230321567285250/photo/1
[2] https://twitter.com/CDCFound/status/1630230321567285250
[2] https://twitter.com/WaHealthSec/status/1630660443051294720/photo/1
[2] https://www.dwt.com/blogs/privacy--security-law-blog/2022/09/electronic-designated-record-set-hipaa#:~:text=In%20two%20weeks%2C%20on%20October,term%20is%20defined%20under%20HIPAA
[2] https://www.fbcinc.com/e/cdcid/

Top URLs in Tweet in G6:
[52] https://apps.apple.com/us/app/apothera/id526613282
[27] http://utmhealthcare.com/news/
[14] https://www.bizjournals.com/albany/inno/stories/profiles/2022/09/01/vivalynx-telemedicine-seniors.html
[11] https://www.youtube.com/watch?v=CP-0l6Z3H0E&feature=youtu.be

[9] https://www.youtube.com/watch?v=WVwHGKPyuAQ&feature=youtu.be

[8] https://soundcloud.com/digital-health-wearables/the-future-of-healthcare-discussion-with-howard-rosen-joao-bocas-the-wearables-expert?si=837f24e2439645c69da1eb02ef3763f9&utm_source=clipboard&utm_medium=text&utm_campaign=social_sharing
[7] https://digitalsalutem.com/7-technologies-changing-healthcare/
[6] https://www.youtube.com/watch?v=NoXI5kBWrRQ&feature=youtu.be

[6] https://www.youtube.com/watch?v=TVjUlcLVVEM&feature=youtu.be

[5] https://digitalsalutem.com/25-digital-health-influencers-to-follow-in-2023/

Top URLs in Tweet in G7:
[5] https://directory.libsyn.com/episode/index/id/25868121
[5] https://twitter.com/HealthIT_Policy/status/1628881845445181440/photo/1
[4] https://www.linkedin.com/pulse/health-which-problem-we-trying-solve-pablo-pazos-gutierrez/
[4] https://twitter.com/ppazos/status/1627922785002561536/photo/1
[2] http://www.hl7.org/participate/case-studies/index.cfm?rev=nav&utm_content=239801683&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[2] https://twitter.com/HL7/status/1630962366841077760/photo/1
[2] http://www.hl7.org/events/workgroupmeetings.cfm?ref=nav&utm_campaign=WGM%20May%202023&utm_content=238717568&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[2] https://twitter.com/HL7/status/1628063013210144772/photo/1
[2] http://www.hl7.org/participate/membership/index.cfm?ref=nav&utm_campaign=Membership%20promos&utm_content=238402576&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008
[2] https://twitter.com/HL7/status/1627700146577211397/photo/1

Top URLs in Tweet in G8:
[7] https://soundcloud.com/fortinet/take-five-53-cybersecurity-for-2023-and-beyond-healthcare-life-sciences
[3] https://virtual.healthimpactlive.com/page/1787714/live-february-16th
[3] https://calendly.com/fortinethealthcare/himss-2023-chicago?month=2023-04
[3] https://www.youtube.com/watch?v=H0hlFirxeNQ

[2] https://twitter.com/LittleMissData/status/1628952134359056384
[2] https://www.himss.org/global-conference
[2] https://virtual.healthimpactlive.com/
[2] https://surveys.himss.org/checkbox/e50c3fe9-fc64-4e3d-bb91-7a1911005f14
[2] https://surveys.himss.org/checkbox/b88e1bb9-01d7-432f-b7f7-1b83e31168c8
[2] https://www.fortinet.com/customers/catholic-health-services?utm_source=TWITTER

Top URLs in Tweet in G9:
[9] https://news.google.com/rss/articles/CBMiVWh0dHBzOi8vaGVhbHRoaXRhbmFseXRpY3MuY29tL25ld3Mva3MtaGVhbHRoLXN5c3RlbS11bnZlaWxzLWdlbmVyYXRpdmUtYWktcGFydG5lcnNoaXDSAVlodHRwczovL2hlYWx0aGl0YW5hbHl0aWNzLmNvbS9uZXdzL2FtcC9rcy1oZWFsdGgtc3lzdGVtLXVudmVpbHMtZ2VuZXJhdGl2ZS1haS1wYXJ0bmVyc2hpcA?oc=5
[7] https://www.dirkstanley.com/2019/11/ten-easy-steps-for-building-healthcare.html?spref=tw
[6] https://aipocrates.org/2023/03/05/mas-alla-de-un-sistema-de-salud-predictivo/
[6] https://aipocrates.org/2023/02/19/el-nuevo-determinante-social-de-la-salud/
[4] https://paper.li/AllenKnowsHIE/1428629972?share_id=20573420-b1bb-11ed-8842-fa163e6ccaff
[4] https://www.newswire.com/news/vizzia-technologies-named-a-2023-power-500-healthcare-technology-21956944
[3] https://healthtechmagazine.net/media/video/connected-care-eskatons-updated-networking-infrastructure-supports-residents-and-staff?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://aipocrates.org/2023/02/26/del-hombre-nuclear-y-la-mujer-bionica-al-medico-cuantico-parte-1/
[2] https://medcitynews.com/2023/02/feedback-agility-the-road-to-digital-why-culture-trumps-technology-every-time/
[2] https://www.healthdatamanagement.com/articles/how-telehealth-can-save-providers-sanity-and-keep-them-in-the-profession

Top URLs in Tweet in G10:
[4] https://hitconsultant.net/2023/02/22/klas-it-advisory-services/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=KLAS%20Names%20Chartis,%20Nordic,%20Tegria%20Top%20Performers%20for%20IT%20Advisory%20Services
[3] https://www.tegria.com/tegria-news/tegria-on-techquity/
[2] https://hitconsultant.net/2023/02/09/why-its-time-for-intelligent-prior-authorization/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Why%20It's%20Time%20for%20Intelligent%20Prior%20Authorization
[2] https://healthsystemcio.com/examining-the-art-science-of-change-management
[2] https://www.nordicglobal.com/blog/designing-for-health-interview-with-uchealth-cmio-dr.-ct-lin?hss_channel=lcp-819886
[2] https://radiologybusiness.com/topics/artificial-intelligence/trends-adoption-and-integration-ai-radiology-workflows
[1] https://hitconsultant.net/2023/02/14/quest-diagnostics-acquires-newyork-presbyterian-lab-services-assets/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Quest%20Diagnostics%20Acquires%20NewYork-Presbyterian%20Lab%20Services%20Assets
[1] https://hitconsultant.net/2023/02/15/klas-automated-prior-authorization-solutions/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=KLAS:%20What%20Impact%20Do%20Automated%20Prior%20Authorization%20Solutions%20Provide%3F
[1] https://hitconsultant.net/2023/02/28/the-rise-of-fourth-party-risk-in-healthcare/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=The%20Rise%20of%20Fourth-Party%20Risk%20in%20Healthcare%E2%80%93%E2%80%93And%20How%20to%20Combat%20It
[1] https://hitconsultant.net/2023/02/16/includehealth-secures-11m-for-virtual-musculoskeletal-platform/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=IncludeHealth%20Secures%20$11M%20for%20Virtual%20Musculoskeletal%20Platform

Top Domains
Top Domains in Tweet in Entire Graph:
[1392] twitter.com
[764] apple.com
[179] paper.li
[140] healthcareitnews.com
[131] airtime.pro
[115] healthit.gov
[77] scmagazine.com
[65] beckershospitalreview.com
[64] voicestorm.com
[55] youtube.com

Top Domains in Tweet in G1:
[241] twitter.com
[131] airtime.pro
[66] healthit.gov
[37] healthitanswers.net
[31] ehrintelligence.com
[26] healthcarenowradio.com
[13] ow.ly
[8] healthcareittoday.com
[8] forbes.com
[7] hhs.gov

Top Domains in Tweet in G2:
[633] apple.com
[203] twitter.com
[8] chestnet.org
[4] nejm.org

Top Domains in Tweet in G3:
[87] twitter.com
[77] scmagazine.com
[75] healthcareitnews.com
[62] beckershospitalreview.com
[37] apple.com
[32] healthitsecurity.com
[25] medigy.com
[19] co.uk
[9] hipaajournal.com
[9] global-summit.com

Top Domains in Tweet in G4:
[165] twitter.com
[53] voicestorm.com
[52] healthcareitnews.com
[45] tistory.com
[17] healthit.gov
[16] mediformatica.com
[11] linkedin.com
[5] com.au
[4] healthtechmagazine.net
[4] openclinica.com

Top Domains in Tweet in G5:
[46] twitter.com
[8] healthit.gov
[3] altarum.org
[3] nypost.com
[3] fbcinc.com
[2] cdc.gov
[2] dwt.com
[1] cdcfoundation.org
[1] clinicalarchitecture.com
[1] reginfo.gov

Top Domains in Tweet in G6:
[132] twitter.com
[53] apple.com
[38] youtube.com
[35] digitalsalutem.com
[27] utmhealthcare.com
[23] mailchi.mp
[16] bizjournals.com
[14] soundcloud.com
[10] emrsystems.net
[8] viveevent.com

Top Domains in Tweet in G7:
[70] twitter.com
[27] hl7.org
[5] site.com
[5] libsyn.com
[5] linkedin.com
[4] hl7vulcan.org
[2] newyorker.com
[2] sos4hit.com
[2] himss.org
[2] healthcarediversion.org

Top Domains in Tweet in G8:
[48] twitter.com
[16] convergehis.com
[14] himss.org
[8] healthimpactlive.com
[7] soundcloud.com
[5] fortinet.com
[5] calendly.com
[3] youtube.com
[2] linkedin.com
[2] voicestorm.com

Top Domains in Tweet in G9:
[43] twitter.com
[21] paper.li
[20] dirkstanley.com
[18] aipocrates.org
[14] healthtechmagazine.net
[9] google.com
[7] voicestorm.com
[4] newswire.com
[3] medcitynews.com
[3] healthitanalytics.com

Top Domains in Tweet in G10:
[21] paper.li
[15] hitconsultant.net
[12] healthcareittoday.com
[9] twitter.com
[6] youtube.com
[6] nordicglobal.com
[5] tegria.com
[5] healthsystemcio.com
[4] radiologybusiness.com
[3] anchor.fm

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2448] healthit
[901] healthcare
[633] medtwitter
[590] digitalhealth
[446] bioinformatics
[343] healthtech
[338] mhealth
[326] meded
[294] healthcareit
[270] ehealth



Top Hashtags in Tweet in G1:
[369] healthit
[109] tefca
[97] healthcare
[75] interoperability
[70] hitsm
[69] sdoh
[64] hitmc
[40] qhin
[30] hdpalooza
[29] ehr

Top Hashtags in Tweet in G2:
[479] medtwitter
[313] bioinformatics
[276] meded
[159] mhealth
[156] idtwitter
[115] pharmatwitter
[115] healthit
[103] digitalhealth
[99] healthcare
[88] icu

Top Hashtags in Tweet in G3:
[410] healthit
[197] healthcare
[136] cybersecurity
[115] digitalhealth
[108] healthcareit
[81] infosec
[69] technology
[59] itsecurity
[58] databreach
[58] news

Top Hashtags in Tweet in G4:
[319] healthit
[121] healthcare
[61] healthcareit
[59] news
[56] technology
[53] cdwsocial
[51] informatics
[25] health
[22] interoperability
[22] cybersecurity

Top Hashtags in Tweet in G5:
[9] publichealth
[5] healthit
[4] sdoh
[4] nurses4hit
[3] cdc
[3] industrydays
[3] industryday
[3] wahealth
[2] health
[2] hiring

Top Hashtags in Tweet in G6:
[315] healthit
[217] ehealth
[214] digitalhealth
[148] telehealth
[136] ai
[128] healthcare
[126] mhealth
[105] telemedicine
[103] healthtech
[74] healthcareuncomplicated

Top Hashtags in Tweet in G7:
[61] healthit
[43] hl7
[34] interoperability
[32] fhir
[9] hl7members
[8] hl7fhir
[6] vulcan
[6] healthcare
[5] wgm
[5] fhircertified

Top Hashtags in Tweet in G8:
[89] healthit
[26] himss23
[25] healthcare
[12] healthimpact
[10] cybersecurity
[8] ai
[5] interoperability
[5] securityfabric
[4] digitaltransformation
[4] digitalhealth

Top Hashtags in Tweet in G9:
[131] healthit
[64] healthcare
[35] digitalhealth
[24] cmio
[20] healthtech
[19] ai
[12] workflow
[12] design
[11] blueprintsbeforebuild
[11] cnio

Top Hashtags in Tweet in G10:
[80] healthit
[35] hitsm
[31] healthcare
[21] hit
[6] digitalhealth
[5] cio
[4] healthequity
[4] ehr
[4] ai
[4] radiology

Top Words
Top Words in Tweet in Entire Graph:
[2458] #healthit
[941] health
[903] #healthcare
[726] apothera
[703] healthcare
[693] onc_healthit
[633] #medtwitter
[590] #digitalhealth
[487] data
[451] more

Top Words in Tweet in G1:
[404] onc_healthit
[369] #healthit
[234] health
[136] healthcare
[127] live
[122] data
[119] starts
[118] listen
[114] today
[109] #tefca

Top Words in Tweet in G2:
[567] apothera
[479] #medtwitter
[313] #bioinformatics
[276] #meded
[275] treatments
[235] dose
[212] line
[193] regimens
[188] first
[159] #mhealth

Top Words in Tweet in G3:
[410] #healthit
[198] #healthcare
[136] #cybersecurity
[125] scmagazine
[121] healthcare
[115] #digitalhealth
[108] #healthcareit
[108] health
[85] data
[81] #infosec

Top Words in Tweet in G4:
[319] #healthit
[123] healthcare
[121] #healthcare
[78] more
[63] health
[61] #healthcareit
[59] #news
[56] #technology
[53] #cdwsocial
[51] #informatics

Top Words in Tweet in G5:
[181] onc_healthit
[156] cdcgov
[118] cdcfound
[87] data
[57] health
[55] cdc
[50] public
[39] industry
[31] ushahmd
[26] systems

Top Words in Tweet in G6:
[315] #healthit
[217] #ehealth
[214] #digitalhealth
[154] health
[148] #telehealth
[136] #ai
[129] #healthcare
[126] #mhealth
[119] wearablesexpert
[119] healthcare

Top Words in Tweet in G7:
[61] #healthit
[43] #hl7
[43] hl7
[34] #interoperability
[32] #fhir
[26] healthit_policy
[21] health
[20] join
[20] onc_healthit
[16] newest

Top Words in Tweet in G8:
[89] #healthit
[43] healthcare
[40] health
[36] join
[31] fortinet
[29] learn
[28] today
[26] #himss23
[25] #healthcare
[20] himss

Top Words in Tweet in G9:
[131] #healthit
[64] #healthcare
[35] #digitalhealth
[29] healthcare
[28] data
[24] #cmio
[24] hubbucket
[22] hit
[21] daily
[20] perspective

Top Words in Tweet in G10:
[80] #healthit
[35] #hitsm
[31] #healthcare
[24] healthcare
[21] today's
[21] thanks
[21] headlines
[21] #hit
[12] learn
[12] health

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[244] line,treatments
[217] dose,regimens
[209] #medtwitter,#bioinformatics
[174] treatments,#medtwitter
[161] #medtwitter,#meded
[154] first,line
[139] learn,more
[122] #healthcare,#healthcareit
[118] #healthtech,#healthit
[117] listen,live

Top Word Pairs in Tweet in G1:
[117] starts,listen
[117] listen,live
[56] health,information
[55] healthcare,today
[50] #healthit,starts
[48] john,lynn
[35] colin,hung
[35] qualified,health
[33] information,exchange
[32] today,john

Top Word Pairs in Tweet in G2:
[205] line,treatments
[195] #medtwitter,#bioinformatics
[193] dose,regimens
[154] treatments,#medtwitter
[135] #medtwitter,#meded
[132] first,line
[94] ivig,dose
[89] barre,syndrome
[89] syndrome,gbs
[89] guillain,barre

Top Word Pairs in Tweet in G3:
[64] #healthit,#cybersecurity
[58] #healthit,#healthcareit
[57] #healthcare,#executive
[57] #executive,#news
[57] #healthit,headline
[57] #infosec,#itsecurity
[57] headline,beckershr
[55] #cybersecurity,#infosec
[53] #healthcareit,#informatics
[52] #informatics,#technology

Top Word Pairs in Tweet in G4:
[52] #technology,#healthit
[51] #healthcare,#healthcareit
[51] #healthit,#news
[50] #healthcareit,#technology
[50] #informatics,#healthcare
[42] #healthit,#cdwsocial
[24] during,pandemic
[20] 영양제,추천
[20] healthcare,news
[20] learn,more

Top Word Pairs in Tweet in G5:
[101] cdcgov,onc_healthit
[67] onc_healthit,cdcfound
[37] public,health
[31] health,data
[26] onc_healthit,cdcgov
[22] drjudymonroe,onc_healthit
[22] cdcfound,drjudymonroe
[22] data,systems
[22] ushahmd,cdcfound
[21] data,inform

Top Word Pairs in Tweet in G6:
[72] #ai,#machinelearning
[66] #healthcareuncomplicated,wearablesexpert
[60] learn,more
[59] #machinelearning,#iot
[58] #iot,#ml
[57] remote,patient
[57] patient,monitoring
[55] digital,health
[55] #healthtech,#healthit
[46] #ehealth,#healthit

Top Word Pairs in Tweet in G7:
[23] #healthit,#interoperability
[18] #hl7,#fhir
[16] newest,#hl7
[13] look,forward
[13] #hl7,gold
[13] gold,member
[12] forward,collaboration
[10] support,look
[10] march,14
[10] collaboration,#healthit

Top Word Pairs in Tweet in G8:
[17] #healthit,#healthcare
[16] tech,news
[16] health,tech
[16] today,thanks
[16] news,today
[14] join,fortinet
[10] medical,devices
[8] health,services
[8] spark,joy
[8] burnout,team

Top Word Pairs in Tweet in G9:
[21] hit,daily
[21] #healthit,#healthcare
[20] #cmio,perspective
[20] dirkmd,#cmio
[19] daily,stories
[13] #healthit,#healthtech
[12] #workflow,#design
[11] #digitalhealth,#healthit
[9] #healthit,leaders
[9] #foamed,#somedocs

Top Word Pairs in Tweet in G10:
[21] #healthcare,#hitsm
[21] #healthit,headlines
[21] #hit,thanks
[21] headlines,#hit
[21] today's,#healthit
[9] #hitsm,#healthit
[4] signify,research
[4] research,explains
[4] amy,thompson
[4] senior,analyst

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@onc_healthit
@trentrosenbloom
@ushahmd
@wearablesexpert
@cdcfound
@healthit_policy
@sumitresearch
@farzad_md
@gerilynn

Top Replied-To in G1:
@onc_healthit
@rasushrestha
@lygeia
@savagelucia
@healthapiguy
@hitprivacy
@claudiawilliams
@lisabari
@mickytripathi1
@healthgorilla

Top Replied-To in G3:
@hhsgov
@talend
@onc_healthit
@scmagazine

Top Replied-To in G5:
@cdcgov
@ushahmd
@cdcfound
@trentrosenbloom
@ari58394958
@wadepthealth
@lovemayordeb
@carriepricecox3
@susanchull
@lisabari

Top Replied-To in G6:
@wearablesexpert
@kineticbusiness
@msft_business
@health2047
@hhsgov
@keycare

Top Replied-To in G7:
@healthit_policy
@onc_healthit
@ppazos
@jonathonfeit
@toddtess
@joshcmandel
@healthtechatx
@rikrenard
@healthapiguy
@motorcycle_guy

Top Replied-To in G9:
@healthtechmag

Top Replied-To in G10:
@questdx
@coherehealth
@includehealth
@centrak
@datalinksoft
@avaneerhealth
@walmart
@amxhealthcare
@nordic_global
@beckershr

Top Mentioned
Top Mentioned in Entire Graph:
@onc_healthit
@apothera
@digitalsalutem
@wearablesexpert
@cdcfound
@eli_krumova
@cdcgov
@mickytripathi1
@hhsgov
@scmagazine

Top Mentioned in G1:
@onc_healthit
@mickytripathi1
@secbecerra
@hhsgov
@commonwell
@ehealthexchange
@cmsgov
@healthgorilla
@sequoiaproject
@kno2

Top Mentioned in G2:
@apothera
@lillypad

Top Mentioned in G3:
@scmagazine
@beckershr
@hhsgov
@apothera
@agiohealthcare
@securityhit
@digitalsalutem
@healthitnews
@wearablesexpert
@dukecyberpolicy

Top Mentioned in G4:
@healthitafrica
@gocloudwave
@mylinks
@thecolourmoon
@uonbi

Top Mentioned in G5:
@onc_healthit
@cdcfound
@cdcgov
@drjudymonroe
@ushahmd
@wadepthealth
@wahealthsec
@cdc
@informaticsani
@amianiwg

Top Mentioned in G6:
@digitalsalutem
@wearablesexpert
@analytics_659
@apothera
@theviveevent
@brianoconecha
@echalliance
@youthisme
@miguelnui
@ondigitalhealth

Top Mentioned in G7:
@hl7
@healthit_policy
@onc_healthit
@mgreenonhealth
@12maloney
@cmsgov
@ahipcoverage
@infoway
@cgi_usfederal
@bgosoftware

Top Mentioned in G8:
@fortinet
@himss
@hithealthimpact
@coherencemed
@makemydana
@maradaiker
@drannesnowdonrn
@cdw_healthcare
@onc_healthit
@lalgbtcenter

Top Mentioned in G9:
@hubbucket
@healthtechmag
@finnpartners
@gil_bashe
@healthitmktg
@rafael52987
@dirkstanley
@onc_healthit
@sonu_monika
@aipocrates

Top Mentioned in G10:
@hitconsultant
@tegriatogether
@healthcareitjob
@techguy
@kevinmd
@onc_healthit
@craigjoseph
@televox_health
@signifyresearch
@cdw_healthcare

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@vonrosenchild
@evankirstel
@rahul05ranjan
@tyberzannxxxx
@youranonriots
@dsochoa
@lndontretweets
@dna
@andrewmorrisuk

Top Tweeters in G1:
@tyberzannxxxx
@dsochoa
@hiringcare
@forbes
@nayasala
@abc
@politico
@gma
@johnoeffinger75
@shashib

Top Tweeters in G2:
@drshahrul80
@mohammadala33
@monohernandez
@watashi_nouso
@michael_antwi
@dahri85waqar
@askdrshashank
@liztbec
@unirendgi01
@epstrong

Top Tweeters in G3:
@chidambara09
@youranonriots
@andrewmorrisuk
@economictimes
@ssxman2
@mig30m6
@gdprai
@greentechdon
@jayeshmthakur
@techmemechatter

Top Tweeters in G4:
@homeworkbest
@juan_silta
@daveandcori
@drmattcrowson
@bdpatoday
@ukauthority
@willfalk
@aanandsivaraman
@drmaypole
@vydute

Top Tweeters in G5:
@monitor_ph
@medicalquack
@aacamerano
@seattletimes
@roxyferret
@bttbbrack
@loretta63354723
@thechefsgardens
@gaksoid
@cretanadia

Top Tweeters in G6:
@fintechna
@caring_mobile
@fmfrancoise
@robotconsumer
@dasfintechbot
@jeancayeux
@davidulysse1
@johnnosta
@cryptovitas
@glfceo

Top Tweeters in G7:
@broyletim
@onceupona
@sahilbloom
@amermedicalassn
@nacchoalerts
@sxsw
@jettieeddleman
@motorcycle_guy
@wharton
@delaware_dhss

Top Tweeters in G8:
@pavelnosok
@newsweek
@geziwoman
@fox32news
@tinasmi43212544
@whrjongo55
@kojoidrissa
@phoneguymark
@brucelesley
@drjessigold

Top Tweeters in G9:
@vonrosenchild
@hubbucket
@drferdowsi
@pharmacypodcast
@markquarter
@estudions9
@avrohomg
@nature
@yayusyru
@dirkstanley

Top Tweeters in G10:
@dna
@walmart
@toiindianews
@lsaldanamd
@yourstoryco
@propublica
@reuters_health
@future_of_ai
@drdave01
@kevinmd


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