HealthIT, Twitter, 9/14/2021 5:15:45 PM, 262055


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HealthIT_2021-09-14_09-52-01.xlsx
HealthIT_2021-09-14_09-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2021
Short Description:
HealthIT via NodeXL https://bit.ly/393t5ER
@onc_healthit
@pawlowskimario
@healthitnews
@healthitanswers
@margaretsiegien
@hcnowradio
@reasobbob
@caring_mobile
@analytics_699
@medicompsys

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

Description:
Description
The graph represents a network of 2,031 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, 14 September 2021 at 16:59 UTC.

The requested start date was Tuesday, 14 September 2021 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, 44-minute period from Tuesday, 31 August 2021 at 00:15 UTC to Tuesday, 14 September 2021 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 : 2031
Unique Edges : 2151
Edges With Duplicates : 5880
Total Edges : 8031
Number of Edge Types : 5
Mentions : 2020
Replies to : 141
MentionsInRetweet : 2899
Retweet : 1777
Tweet : 1194
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.0552369453667371
Reciprocated Edge Ratio : 0.104691075514874
Connected Components : 253
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 1581
Maximum Edges in a Connected Component : 7301
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.545041
Graph Density : 0.000847940663557228
Modularity : 0.367569
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,031 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, 14 September 2021 at 16:59 UTC.

The requested start date was Tuesday, 14 September 2021 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, 44-minute period from Tuesday, 31 August 2021 at 00:15 UTC to Tuesday, 14 September 2021 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:
[92] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[35] https://healthcarenowradio.airtime.pro/
[34] https://www.forbes.com/sites/alexzhavoronkov/2021/08/11/aging-brings-us-closer-to-death-why-do-we-get-happier-as-we-age/
[29] https://www.healthit.gov/news/events/2021-onc-tech-forum-virtual
[25] https://www3.cs.stonybrook.edu/~zekzhang/code2vec.html
[15] https://www.scmagazine.com/feature/strategy/rethinking-the-approach-to-health-cares-reliance-on-it-as-security-leaders
[13] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/04/09/digital-therapeutics-trends-and-considerations-in-times-of-crises/?sh=5ef14a57314a
[11] https://www.zdnet.com/article/passport-info-and-healthcare-data-leaked-from-indonesias-covid-19-test-and-trace-app-for-travellers/
[11] to
[10] Sept

Top URLs in Tweet in G1:
[27] https://www.healthit.gov/news/events/2021-onc-tech-forum-virtual
[7] https://www.healthit.gov/hitac/events/health-it-advisory-committee-37
[7] https://drive.google.com/file/d/1ObKZu5HxsO1KHdux36AbwfPgjmcFPdji/view?usp=sharing
[5] https://www.healthit.gov/buzz-blog/health-it/using-standards-to-focus-on-transitions-of-care
[5] https://www.healthit.gov/news/events/webinar-what-healthcare-providers-need-know-about-information-sharing-information
[5] https://twitter.com/ONC_HealthIT/status/1436299415006822404?s=20
[4] https://www.healthit.gov/cures/sites/default/files/cures/2020-08/Health_Care_Provider_Definitions_v3.pdf
[4] https://www.healthit.gov/data/data-briefs/challenges-public-health-reporting-experienced-non-federal-acute-care-hospitals
[3] https://www.healthit.gov/buzz-blog/interoperability/opportunity-trifecta-isa-svap-and-draft-uscdi-version-3-feedback-period-now-open
[3] https://www.healthit.gov/news/events/webinar-training-data-machine-learning-ml-enhance-patient-centered-outcomes-research

Top URLs in Tweet in G2:
[11] https://www.scmagazine.com/feature/strategy/rethinking-the-approach-to-health-cares-reliance-on-it-as-security-leaders
[10] content
[8] https://www.salesforce.com/products/health-cloud/overview/?sfdc-redirect=93
[8] https://spirit-digital.co.uk/?utm_source=twitter&utm_medium=joao-bocas
[8] https://healthitsecurity.com/news/microsoft-data-breach-exposes-38m-records-containing-pii
[6] https://digitalsalutem.com/artificial-intelligence-and-healthcare-everything-you-need-to-know/
[6] https://spirit-digital.co.uk/?utm_source=youtube&utm_medium=joao-bocas
[6] https://healthtechmagazine.net/article/2021/04/choosing-right-identity-and-access-management-solution-healthcare?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[6] https://www.zdnet.com/article/passport-info-and-healthcare-data-leaked-from-indonesias-covid-19-test-and-trace-app-for-travellers/
[6] https://www.scmagazine.com/analysis/asset-management/cisa-urges-hospitals-to-remediate-flaws-in-philips-patient-monitoring-devices

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261437
[1] https://techxplore.com/news/2021-08-standard-artificial-intelligence-biomedicine.html
[1] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[1] https://bit.ly/3C98lIW
[1] https://bit.ly/3fxbJ6S
[1] https://twitter.com/Medgadget/status/1351946240926371840

Top URLs in Tweet in G4:
[24] https://www3.cs.stonybrook.edu/~zekzhang/code2vec.html
[9] https://www.medigy.com/topic/gartner-robotic-process-automation-rpa/
[9] https://grants.nih.gov/grants/guide/pa-files/PA-20-074.html
[7] to
[6] https://www.healthcareitnews.com/news/aws-ai-machine-learning-interoperability-improving-patient-outcomes
[6] https://hitconsultant.net/2021/09/01/is-zero-trust-the-remedy-to-healthcares-ransomware-epidemic/#.YS-bW9NucTV
[5] https://www.medigy.com/topic/frost-sullivan-electronic-health-records-ehrs/
[5] https://www.youtube.com/watch?v=BMEAB9EWYQc

[5] https://www.zdnet.com/article/passport-info-and-healthcare-data-leaked-from-indonesias-covid-19-test-and-trace-app-for-travellers/
[5] https://www.forbes.com/sites/alexzhavoronkov/2021/08/11/aging-brings-us-closer-to-death-why-do-we-get-happier-as-we-age/

Top URLs in Tweet in G5:
[28] https://www.forbes.com/sites/alexzhavoronkov/2021/08/11/aging-brings-us-closer-to-death-why-do-we-get-happier-as-we-age/
[9] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/04/09/digital-therapeutics-trends-and-considerations-in-times-of-crises/?sh=5ef14a57314a
[2] https://himssnca.regfox.com/health-data-interoperability-meeting-the-population-health-challenge
[2] https://www.healthit.gov/data/data-briefs/challenges-public-health-reporting-experienced-non-federal-acute-care-hospitals
[2] https://www.motient.io/
[2] https://www.nlm.nih.gov/healthit/snomedct/snomed_overview.html
[2] https://www2.modmed.com/l/27382/2021-07-28/8vj2sm
[1] https://twitter.com/audigitalhealth/status/1432482257965658117
[1] https://www.computerweekly.com/news/252502374/HammondCare-takes-procurement-to-the-cloud?Offer=mn_lo081121CPWKTWIT_HammondCare&utm_source=ComputerWeekly&utm_medium=LINK&utm_campaign=OTHER-Twitter-Aug1121&utm_content=HammondCare
[1] https://www.beckershospitalreview.com/

Top URLs in Tweet in G6:
[92] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[35] https://healthcarenowradio.airtime.pro/
[4] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/
[4] https://emrfinder.com/blog/improving-healthcare-delivery-with-artificial-intelligence/
[4] https://emrfinder.com/blog/5-tips-to-improve-patient-satisfaction-within-your-medical-practice/
[3] https://www.healthcarenowradio.com/health-it-events-and-hashtags/
[3] https://emrfinder.com/blog/improved-data-access-through-advanced-analytics/
[3] https://www.emrsystems.net/blog/epic-systems-and-ochin-launch-covid-19-preparedness-app/
[3] https://omny.fm/shows/pharmacy-podcast-network/himss-2021-review-be-the-change
[2] https://www.healthcarenowradio.com/programs/healthcare-it-today/

Top URLs in Tweet in G7:
[7] Sept
[7] 2021
[5] https://www.hl7.org/events/working_group_meeting/2021/09/?utm_campaign=WGM
[3] https://www.hl7.org/events/fhir/connectathon/2021/09/?utm_campaign=Connectathon
[3] Virtual
[3] September
[3] Online
[2] http://www.hl7.org/training/HL7-fundamentals.cfm?utm_campaign=HL7
[2] http://www.hl7.org/Special/committees/international/leadership.cfm?ref=nav&utm_campaign=Membership
[2] promos&utm_content=178068562&utm_medium=social&utm_source=twitter&hss_channel=tw-74519008

Top URLs in Tweet in G8:
[9] https://www.intersystems.com/pulse-blog/healthy-data-saves-lives/
[4] https://www.vibrenthealth.com/covid-research/
[4] https://www.vibrenthealth.com/
[3] https://www.pulseitmagazine.com.au/news/australian-ehealth/6238-synapse-works-with-ebm-analytics-on-technology-integration-for-clinical-registries?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.healthitanswers.net/whats-happening-at-the-onc-08-16-21/
[2] https://www.healthcareitnews.com/news/onc-wants-input-qualified-health-information-network-framework
[2] https://twitter.com/hitlikeagirlpod/status/1437446140841140229
[2] http://news.convergehis.com/?edition_id=0f983df0-0c08-11ec-bd88-fa163eed9ef2
[2] https://www.vibrenthealth.com/research/?utm_source=social&utm_medium=graphic&utm_campaign=research
[2] https://www.healthcaredive.com/news/telehealth-claim-lines-drop-to-lowest-level-since-before-pandemic-fair-hea/606298/?:%202021-09-09%20Healthcare%20Dive:%20IT%20%5Bissue:36613%5D&:%20IT

Top URLs in Tweet in G9:
[5] https://zoom.us/meeting/register/tJIrceyorzgqGdKfaN5cdJZrYZByyyd6spXE
[4] https://www.themedicalcareblog.com/community-benefit-spending/
[2] https://jamanetwork.com/journals/jama/fullarticle/2783415#nav
[2] https://www.rti.org/announcements/rti-international-awarded-contract-evaluate-cms-opioid-use-disorder-treatment
[1] https://twitter.com/pandad_nft/status/1433403642296537088
[1] https://twitter.com/pedsdocdex/status/1435191439516966916
[1] https://twitter.com/don_milton/status/1437458114106826764
[1] https://umd.zoom.us/meeting/register/tJEsfuyppjsoGdd6nkXbltmkOCoAF9FIbBNS
[1] https://developer.interop.molinahealthcare.com/
[1] https://recovercovid.org/

Top URLs in Tweet in G10:
[6] https://www.youtube.com/watch?v=NIb9irdyY9Q&utm_content=179125770&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695

[3] https://ehr.meditech.com/news/through-the-pandemic-and-beyond-more-hospitals-are-choosing-maas?utm_content=178070849&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695
[3] https://expo.health/
[3] https://www.expo.health/former-healthcare-cio-panel-insights-and-perspectives
[3] Media&utm_source=organic
[2] https://blog.meditech.com/5-reasons-to-listen-to-meditech-podcasts?utm_campaign=Executives&utm_content=178276789&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695
[2] https://ehr.meditech.com/news/through-the-pandemic-and-beyond-more-hospitals-are-choosing-maas?utm_content=178425455&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695
[2] https://ehr.meditech.com/news/preparing-for-covid-19-vaccine-booster-shots?utm_content=179127148&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695
[2] https://blog.meditech.com/5-ways-expanse-addresses-the-next-big-challenges-in-healthcare?utm_campaign=Executives&utm_content=178529563&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695
[2] https://us06web.zoom.us/webinar/register/WN_FNoelU8KT2eeTw8dN8cVmg

Top Domains
Top Domains in Tweet in Entire Graph:
[179] healthcareitnews.com
[127] airtime.pro
[124] twitter.com
[95] healthit.gov
[59] beckershospitalreview.com
[54] emrsystems.net
[54] ehrintelligence.com
[52] forbes.com
[50] scmagazine.com
[47] medigy.com

Top Domains in Tweet in G1:
[75] healthit.gov
[22] twitter.com
[9] hl7.org
[7] google.com
[7] ehrintelligence.com
[4] healthcareitnews.com
[3] sequoiaproject.org
[3] masschallenge.org
[3] zoom.us
[2] syntegra.io

Top Domains in Tweet in G2:
[111] healthcareitnews.com
[43] beckershospitalreview.com
[32] scmagazine.com
[26] healthtechmagazine.net
[20] co.uk
[17] youtube.com
[17] healthitsecurity.com
[15] healthitpittsburgh.com
[14] geneia.com
[13] twitter.com

Top Domains in Tweet in G3:
[3] nodexlgraphgallery.org
[2] bit.ly
[1] techxplore.com
[1] healthitanalytics.com
[1] twitter.com

Top Domains in Tweet in G4:
[54] healthcareitnews.com
[46] medigy.com
[24] stonybrook.edu
[17] hitconsultant.net
[9] constantcontact.com
[9] nih.gov
[8] youtube.com
[5] healthcarefinancenews.com
[5] zdnet.com
[5] forbes.com

Top Domains in Tweet in G5:
[38] forbes.com
[19] dlvr.it
[15] marketbeam.io
[8] healthit.gov
[8] linkedin.com
[7] twitter.com
[5] amazingcharts.com
[4] nih.gov
[4] bluetreenetwork.com
[3] beckershospitalreview.com

Top Domains in Tweet in G6:
[127] airtime.pro
[19] emrsystems.net
[18] healthitanswers.net
[18] twitter.com
[17] emrfinder.com
[16] healthcarenowradio.com
[4] deliverhealth.com
[3] healthsystemcio.com
[3] omny.fm
[3] kevinmd.com

Top Domains in Tweet in G7:
[23] hl7.org
[3] healthit.gov
[2] hsforms.com
[2] gotowebinar.com
[2] wedi.org
[1] bit.ly
[1] businesswire.com
[1] twitter.com
[1] apnews.com
[1] radian6.com

Top Domains in Tweet in G8:
[15] com.au
[11] mailchi.mp
[10] convergehis.com
[10] vibrenthealth.com
[9] intersystems.com
[8] ehealthtechnologies.com
[4] healthitanswers.net
[3] softwarefinder.com
[3] pinterest.com
[3] flickr.com

Top Domains in Tweet in G9:
[9] twitter.com
[6] zoom.us
[6] rti.org
[4] selectminds.com
[4] themedicalcareblog.com
[3] jamanetwork.com
[2] hceg.org
[1] molinahealthcare.com
[1] recovercovid.org
[1] sciencedirect.com

Top Domains in Tweet in G10:
[14] meditech.com
[6] youtube.com
[6] healthsystemcio.com
[6] healthcareittoday.com
[6] expo.health
[3] twitter.com
[3] simplecast.com
[3] nuance.com
[2] zoom.us
[1] constantcontact.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2089] healthit
[745] healthcare
[457] digitalhealth
[428] ai
[309] healthtech
[293] healthcareit
[228] analytics
[228] machinelearning
[204] rstats
[188] cybersecurity



Top Hashtags in Tweet in G1:
[139] healthit
[93] onctechforum
[34] interoperability
[20] fhir
[18] healthequity
[18] hl7
[17] healthdata
[16] healthcare
[11] improvehit
[9] digitalhealth

Top Hashtags in Tweet in G2:
[492] healthit
[243] healthcare
[165] healthcareit
[144] informatics
[138] digitalhealth
[121] cybersecurity
[90] technology
[73] ehealth
[72] news
[63] ai

Top Hashtags in Tweet in G3:
[145] surgery
[144] robots
[144] medical
[100] healthit
[91] healthtech
[49] bionic
[41] healthcare
[38] ai
[26] robotics
[26] amputees

Top Hashtags in Tweet in G4:
[240] ai
[212] healthit
[209] machinelearning
[205] analytics
[203] rstats
[175] reactjs
[170] iot
[150] python
[56] bigdata
[50] healthcare

Top Hashtags in Tweet in G5:
[222] healthit
[64] healthcare
[45] healthtech
[32] ai
[29] ml
[28] deeplearning
[28] automation
[23] digitalhealth
[16] imaging
[15] hospice

Top Hashtags in Tweet in G6:
[262] healthit
[100] healthcare
[70] digitalhealth
[44] hitmc
[43] himss21
[43] hitsm
[41] simplifyingselection
[33] healthcareit
[28] medtwitter
[26] doctors

Top Hashtags in Tweet in G7:
[53] hl7
[41] healthit
[34] fhir
[22] interoperability
[18] wgm
[11] hl7fhir
[10] davinciproject
[5] ai
[4] healthcare
[3] v2

Top Hashtags in Tweet in G8:
[110] healthit
[48] digitalhealth
[31] healthcare
[28] ehealth
[23] telehealth
[21] doctors
[18] healthcareit
[18] medtwitter
[18] ehr
[15] emr

Top Hashtags in Tweet in G9:
[9] healthit
[8] opennotes
[7] healthcare
[7] interoperability
[5] ai
[4] paymentintegrity
[3] covid19
[3] hotoffthepress
[3] medicare
[3] data

Top Hashtags in Tweet in G10:
[55] healthit
[11] expanse
[11] healthcare
[9] ehr
[6] meditechpodcast
[6] healthleaders
[5] googlecloud
[4] carequality
[4] digitalhealth
[4] cybersecurity

Top Words
Top Words in Tweet in Entire Graph:
[2090] #healthit
[746] #healthcare
[566] health
[456] #digitalhealth
[428] #ai
[394] healthcare
[344] data
[325] onc_healthit
[321] help
[309] #healthtech

Top Words in Tweet in G1:
[241] onc_healthit
[139] #healthit
[116] health
[93] #onctechforum
[79] data
[73] information
[59] more
[53] care
[53] today
[49] 2021

Top Words in Tweet in G2:
[491] #healthit
[242] #healthcare
[165] #healthcareit
[154] health
[144] #informatics
[138] #digitalhealth
[121] #cybersecurity
[90] #technology
[84] healthcare
[79] gt

Top Words in Tweet in G3:
[281] pawlowskimario
[145] help
[144] #robots
[144] #medical
[144] professionals
[144] tackle
[144] complexities
[144] spinal
[144] medtronic
[108] #surgery

Top Words in Tweet in G4:
[240] #ai
[215] #healthit
[209] #machinelearning
[205] #analytics
[203] #rstats
[175] learning
[175] #reactjs
[170] #iot
[150] #python
[144] analytics_699

Top Words in Tweet in G5:
[222] #healthit
[64] #healthcare
[45] #healthtech
[42] healthcare
[42] health
[36] learn
[32] #ai
[31] more
[29] shared
[29] #ml

Top Words in Tweet in G6:
[261] #healthit
[106] live
[101] #healthcare
[93] listen
[92] starts
[81] healthcare
[70] #digitalhealth
[58] tate
[53] health
[48] today

Top Words in Tweet in G7:
[58] hl7
[53] #hl7
[41] #healthit
[34] #fhir
[22] #interoperability
[20] register
[19] sept
[18] #wgm
[17] free
[15] onc_healthit

Top Words in Tweet in G8:
[110] #healthit
[47] #digitalhealth
[31] #healthcare
[30] health
[28] #ehealth
[23] #telehealth
[21] #doctors
[19] software
[18] #healthcareit
[18] #medtwitter

Top Words in Tweet in G9:
[18] rti_intl
[14] community
[11] recently
[9] access
[9] researcher
[9] #healthit
[9] discusses
[8] erictopol
[8] distinguished
[8] lecture

Top Words in Tweet in G10:
[55] #healthit
[42] meditech
[23] healthcare
[19] podcast
[18] listen
[18] 2021
[16] more
[15] join
[15] register
[11] #expanse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[175] #rstats,#reactjs
[155] #robots,help
[155] help,#medical
[155] #medical,professionals
[155] professionals,tackle
[155] tackle,complexities
[155] complexities,spinal
[155] medtronic,pawlowskimario
[153] #healthcare,#healthcareit
[147] #reactjs,#iot

Top Word Pairs in Tweet in G1:
[23] tech,forum
[23] onc_healthit's,2021
[23] 2021,#onctechforum
[21] information,sharing
[20] health,data
[19] healthbjk,onc_healthit
[18] learn,more
[18] #onctechforum,today
[17] virtual,#onctechforum
[17] health,information

Top Word Pairs in Tweet in G2:
[98] #healthit,#healthcareit
[92] #healthcareit,#informatics
[60] #healthcare,#healthit
[54] #informatics,#technology
[53] #healthcare,#healthcareit
[47] gt,gt
[37] #informatics,#news
[36] #healthit,#cybersecurity
[35] #ehealth,#healthit
[35] #informatics,#healthcare

Top Word Pairs in Tweet in G3:
[144] #robots,help
[144] help,#medical
[144] #medical,professionals
[144] professionals,tackle
[144] tackle,complexities
[144] complexities,spinal
[144] medtronic,pawlowskimario
[107] spinal,#surgery
[107] #surgery,medtronic
[99] pawlowskimario,#robots

Top Word Pairs in Tweet in G4:
[175] #rstats,#reactjs
[147] #reactjs,#iot
[136] #python,#rstats
[135] #ai,#machinelearning
[132] #analytics,#ai
[131] deep,learning
[131] learning,imaging
[131] imaging,detecting
[131] detecting,microorganisms
[131] microorganisms,#analytics

Top Word Pairs in Tweet in G5:
[28] #ai,scientist
[28] scientist,used
[28] used,#deeplearning
[28] #deeplearning,predict
[28] predict,human
[28] human,psychological
[28] psychological,subjective
[28] subjective,age
[28] age,forbes
[28] forbes,shared

Top Word Pairs in Tweet in G6:
[92] starts,listen
[92] listen,live
[34] healthcare,today
[32] #simplifyingselection,#healthcare
[31] #healthit,starts
[30] #healthcare,#healthcareit
[29] john,lynn
[29] tate,chronicles
[29] host,jim
[29] jim,tate

Top Word Pairs in Tweet in G7:
[18] #hl7,#wgm
[15] plenary,free
[15] sept,20
[12] #healthit,#interoperability
[11] onc,national
[10] #hl7,#davinciproject
[10] #davinciproject,community
[10] community,roundtable
[10] hear,onc
[10] national,coordinator

Top Word Pairs in Tweet in G8:
[24] #ehealth,#healthit
[21] #healthit,#doctors
[20] #doctors,#telehealth
[18] #digitalhealth,#healthit
[17] #medtwitter,#digitalhealth
[15] #healthcare,#healthcareit
[15] #healthcareit,#medtwitter
[15] #digitalhealth,#ehealth
[14] #telehealth,#publichealth
[13] #softwarefinder,#simplifyingselection

Top Word Pairs in Tweet in G9:
[8] distinguished,lecture
[8] recently,released
[8] released,medcarebloggers
[8] alexa_ortiznc,discusses
[8] discusses,community
[8] community,benefit
[8] benefit,spending
[6] researcher,alexa_ortiznc
[6] spending,need
[6] need,ensure

Top Word Pairs in Tweet in G10:
[8] meditech,listen
[8] listen,meditech
[8] #healthit,#ehr
[6] meditech,podcast
[6] podcast,stories
[6] stories,people
[6] people,#healthit
[6] #ehr,#healthcare
[6] #healthcare,#healthleaders
[5] listen,subscribe

Top Replied-To
Top Replied-To in Entire Graph:
@healthit_policy
@onc_healthit
@healthbjk
@reasobbob
@healthprivacy
@mattmbecker
@comparesoftware
@travishealthifx
@girdley
@teladoc

Top Replied-To in G1:
@healthit_policy
@onc_healthit
@healthbjk
@reasobbob
@mattmbecker
@travishealthifx
@comparesoftware
@healthprivacy
@teladoc
@jstclair1

Top Replied-To in G2:
@algocyte

Top Replied-To in G4:
@wittkieffer
@berci
@trifacta
@azaleahealth

Top Replied-To in G6:
@g4ahealth
@gabrieldane

Top Replied-To in G7:
@videhasharma
@orthopaedicoz
@serefarikan
@gabrieldane
@cambiagrove

Top Replied-To in G8:
@ehealthtec

Top Replied-To in G9:
@girdley
@cascadia
@vikbakhru
@alyssajoyjaffee
@seankross
@florinpop1705
@renodrew
@healthit_policy
@adamhayden
@thelizarmy

Top Mentioned
Top Mentioned in Entire Graph:
@onc_healthit
@pawlowskimario
@medtronic
@analytics_699
@healthitnews
@freeseenice
@margaretsiegien
@hl7
@eli_krumova
@hubbucket

Top Mentioned in G1:
@onc_healthit
@reasobbob
@hl7
@healthbjk
@hardeepsinghmd
@a_inq
@hhsgov
@mahealthdata
@directtrustorg
@bravebosom

Top Mentioned in G2:
@hubbucket
@digitalsalutem
@healthtechmag
@healthitnews
@rightpatient
@wearablesexpert
@agiohealthcare
@algocyte
@securityhit
@potus

Top Mentioned in G3:
@pawlowskimario
@medtronic
@margaretsiegien
@tachouhoner
@wef
@digitaltrends
@wefutureai
@mas
@analytics_699

Top Mentioned in G4:
@analytics_699
@freeseenice
@healthitnews
@eli_krumova
@columbiasurgery
@fortinet
@hc_finance
@siwickihealthit
@fortiguardlabs
@agiohealthcare

Top Mentioned in G5:
@ipro_qpp

Top Mentioned in G6:
@hcnowradio
@onc_healthit
@kelly_archives
@himss
@jimtate
@hitadvisor
@rasushrestha
@mickytripathi1
@jhalamka
@techguy

Top Mentioned in G7:
@hl7
@onc_healthit
@edifecs
@cambia
@openehr
@mickytripathi1
@emrdirect
@humana
@bcbst
@flblue

Top Mentioned in G8:
@onc_healthit
@don_woodlock
@hlthevent
@intersystems
@ehealthtec
@medicompsys
@medicompdoc
@healthitanswers
@one_healthtech
@ehrintel

Top Mentioned in G9:
@rti_intl
@erictopol
@medcarebloggers
@alexa_ortiznc
@onc_healthit
@rti_healthit
@adamhayden
@cmsgov
@scrippsrti
@susanhouckclark

Top Mentioned in G10:
@meditech
@colin_hung
@hscio
@cparent44
@healthcarescene
@hcittoday
@frederickhealth
@meditechcareers
@nuanceinc
@gocloudwave

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@evankirstel
@rosenchild
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs
@artificialbra1n

Top Tweeters in G1:
@pfanderson
@medicalquack
@thesiliconhill
@lsaldanamd
@hondanhon
@rei
@joebabaian
@maneeshjuneja
@datingrev
@mightycasey

Top Tweeters in G2:
@cybersec_feeds
@evankirstel
@rosenchild
@viralvideovlogs
@artificialbra1n
@straitarrow10
@ml_tweet_bot
@sustaintrends
@gezgintrk
@botcybersec

Top Tweeters in G3:
@trippbraden
@nicochan33
@mashable
@xzpwedvhhh37i3c
@ilovebooks786
@gvalan
@mark45dominic
@openmarketingtv
@medicsindex
@rldi_lamy

Top Tweeters in G4:
@sectest9
@xaelbot
@thedeveloperbot
@cybersecurityn8
@discovertech3
@ipythonistabot
@coder_487
@morolswediu
@hubofml
@andrewmorrisuk

Top Tweeters in G5:
@ajblackston
@alaa
@shellykramer
@elinsilveous
@bamitav
@darshantalks
@moueller1961
@doncapriccioso
@andrewplewe
@referralmd

Top Tweeters in G6:
@betterjobsearch
@pharmacypodcast
@satyajit1910
@lizszabo
@hcnowradio
@drnic1
@africaautomate
@rasushrestha
@eprado_melo
@who

Top Tweeters in G7:
@flblue
@chandrakant_b
@motorcycle_guy
@scriban2
@azdhs
@healthyopinion
@adebyrne
@humana
@omowizard
@matthewrehrl

Top Tweeters in G8:
@teyllan
@botfemale
@doramary
@drnoahross
@wireduk
@dawnblueberry
@statnews
@thebeardzwife
@coherencemed
@physicianspract

Top Tweeters in G9:
@endocrine_witch
@cognizant
@chrissyfarr
@ajmc_journal
@jama_current
@erictopol
@girdley
@florinpop1705
@thelizarmy
@jamanetwork

Top Tweeters in G10:
@googleplay
@colin_hung
@modrnhealthcr
@spotify
@proofpoint
@meditech
@healthcarescene
@lenovous
@trimama22
@noel_social