HealthIT, Twitter, 11/21/2019 2:08:36 AM, 216882


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HealthIT_2019-11-20_17-11-13.xlsx
HealthIT_2019-11-20_17-11-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
HealthIT via NodeXL http://bit.ly/2XvxXvR
@onc_healthit
@evankirstel
@dme_health
@glhc_hie
@irmaraste
@caring_mobile
@datadrivencare
@dermhag
@himss
@healthitnews

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

Description:
Description
The graph represents a network of 2,943 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 Thursday, 21 November 2019 at 01:12 UTC.

The requested start date was Tuesday, 19 November 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 12-day, 2-hour, 38-minute period from Wednesday, 06 November 2019 at 22:21 UTC to Tuesday, 19 November 2019 at 01:00 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 : 2943
Unique Edges : 4563
Edges With Duplicates : 3893
Total Edges : 8456
Number of Edge Types : 3
Mentions : 6886
Replies to : 147
Tweet : 1423
Self-Loops : 1423
Reciprocated Vertex Pair Ratio : 0.0340136054421769
Reciprocated Edge Ratio : 0.0657894736842105
Connected Components : 289
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 2168
Maximum Edges in a Connected Component : 7376
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.715909
Graph Density : 0.00057932810413492
Modularity : 0.505891
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,943 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 Thursday, 21 November 2019 at 01:12 UTC.

The requested start date was Tuesday, 19 November 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 12-day, 2-hour, 38-minute period from Wednesday, 06 November 2019 at 22:21 UTC to Tuesday, 19 November 2019 at 01:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[35] https://gl-hc.org/2019-summit-series/
[32] https://www.businessinsider.com/review-oral-b-genius-x-ai-toothbrush-2019-11
[22] https://www.techrepublic.com/article/what-happens-when-your-healthcare-data-is-stolen-or-held-for-ransom-it-depends/
[21] https://www.healthcareitnews.com/news/wearables-prove-reliable-determining-mortality-risk-adults-study-shows
[20] https://www.nytimes.com/2019/11/14/technology/apple-harvard-health-studies.html
[20] http://DesignTAXI.com
[20] https://designtaxi.com/news/407272/Researchers-Have-Developed-A-Virus-That-Can-Kill-All-Known-Cancer-Types/
[19] https://www.mobihealthnews.com/news/researchers-tap-precision-personalized-medicine-astronauts-health
[19] https://utmhealthcare.com/

Top URLs in Tweet in G1:
[30] https://www.businessinsider.com/review-oral-b-genius-x-ai-toothbrush-2019-11
[20] http://DesignTAXI.com
[20] https://designtaxi.com/news/407272/Researchers-Have-Developed-A-Virus-That-Can-Kill-All-Known-Cancer-Types/
[19] https://www.nytimes.com/2019/11/14/technology/apple-harvard-health-studies.html
[19] https://www.mobihealthnews.com/news/researchers-tap-precision-personalized-medicine-astronauts-health
[18] https://www.techrepublic.com/article/what-happens-when-your-healthcare-data-is-stolen-or-held-for-ransom-it-depends/
[18] https://futurism.com/neoscope/miracle-cancer-drug-starves-tumor-cells
[17] https://venturebeat.com/2019/11/09/lenovo-pilots-vr-as-an-alternative-to-general-anesthesia-for-kids/
[16] https://news.utexas.edu/2019/11/14/texas-advanced-computing-center-to-use-big-data-to-explore-chronic-pain-and-opioid-reliance/
[16] https://www.healthcareitnews.com/news/new-himss-maturity-model-helps-align-supply-chain-strategies

Top URLs in Tweet in G2:
[8] https://healthit.ahrq.gov/program-overview/health-it-research-report
[8] https://healthit.ahrq.gov/sites/default/files/ahrq-healthit-schedule-amia-2019.pdf
[7] https://event.capconcorp.com/wp/onc2020/
[7] https://symposium2019.zerista.com/event/member/602049
[6] https://healthit.ahrq.gov/2018-year-review/research-summary/reducing-childhood-obesity-risk-using-interactive-digital-comic
[6] https://www.healthit.gov/news/events/onc-amia-2019
[6] https://symposium2019.zerista.com/event/member/602378
[5] https://www.healthit.gov/buzz-blog/health-it/caring-for-our-loved-ones-with-health-it-celebrating-national-caregivers-month
[5] https://www.geron.org/meetings-events/gsa-2019-annual-scientific-meeting/meeting-program
[5] https://symposium2019.zerista.com/event/member/602309

Top URLs in Tweet in G3:
[34] https://gl-hc.org/2019-summit-series/
[10] https://gl-hc.org/news/mihin-integrates-with-glhc/
[7] https://nexcarehealth.com/
[7] https://www.zdnet.com/article/could-blockchain-be-the-answer-for-australias-digital-health-record/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[7] https://www.scality.com/solved/is-longevity-important-for-health-data/?utm_campaign=coschedule&utm_source=twitter&utm_medium=scality&utm_content=Is%20longevity%20important%20for%20health%20data%3F
[6] https://ehealthtechnologies.com/schedule-a-demo-2019-great-lakes-health-connect-summit-series
[6] https://www.nytimes.com/2019/03/02/opinion/sunday/diet-artificial-intelligence-diabetes.html
[4] https://mailchi.mp/gl-hc.org/the-interface-november-2019
[4] https://gl-hc.org/dave-debronkart-2019-summit-series-keynote-speaker/
[4] https://gl-hc.org/2019-summit-series/west-michigan/

Top URLs in Tweet in G4:
[5] https://twinybots.ch/
[5] https://workforcenow.adp.com/jobs/apply/posting.html?client=solcominc&ccId=19000101_000001&type=JS&lang=en_US
[4] https://www.scality.com/solved/is-longevity-important-for-health-data/?utm_campaign=coschedule&utm_source=twitter&utm_medium=scality&utm_content=Is%20longevity%20important%20for%20health%20data%3F
[3] https://www.youtube.com/watch?v=B1GPTNK9No8&feature=youtu.be

[2] http://www.chinadaily.com.cn/a/201910/24/WS5db114e2a310cf3e355724a7.html
[2] https://docs.google.com/forms/d/e/1FAIpQLSfOmRaHPZD50ZIrhn2JlUkoLaeo58mFXHHe5id8ERmX1opiVg/viewform
[2] https://web.facebook.com/events/494311794743503/
[2] https://habilitativeservices.com/
[2] https://www.wsj.com/articles/google-s-secret-project-nightingale-gathers-personal-health-data-on-millions-of-americans-11573496790
[2] https://www.fiercehealthcare.com/tech/chime19-7-predictions-for-what-lies-ahead-for-health-it-2020

Top URLs in Tweet in G5:
[3] https://www.linkedin.com/pulse/connectivity-interoperability-our-lifetime-howard-green-md
[1] https://www.linkedin.com/slink?code=eQyB75Y
[1] https://news.yale.edu/2019/11/14/yale-study-doctors-give-electronic-health-records-f
[1] https://www.linkedin.com/pulse/emr-buyer-beware-howard-green-md
[1] https://twitter.com/PedsMamaDoc/status/1196155844733194240
[1] https://twitter.com/RajRatwani/status/1116307918050213889
[1] https://www.ama-assn.org/amaone/augmented-intelligence-ai
[1] https://www.healthit.gov/sites/default/files/comments/leading_edge_interoperability_roadmap_comments_4-3-2015-signed.pdf
[1] https://www.nature.com/articles/d41586-019-02876-y
[1] https://twitter.com/DrJudyStone/status/1194297611118878721

Top URLs in Tweet in G6:
[11] https://www.practiceehr.com/blog/the-reviews-are-in-practice-ehr-named-top-20-most-popular-ehr
[8] https://www.healthpopuli.com/2019/11/18/most-health-consumers-expect-technology-to-play-a-larger-role-as-tech-angst-privacy-concerns-grow/
[5] https://www.thisweekhealth.com
[5] https://www.practiceehr.com/family-medicine-ehr/
[4] https://twitter.com/bossoft/status/1192837278848180224
[4] https://www.practiceehr.com/conferences-and-events
[3] https://www.practiceehr.com/blog/is-your-practice-ready-for-e-prescribing-mandates
[2] https://www.youtube.com/watch?v=Z8VgvbtRQ4w
[2] https://www.youtube.com/watch?v=lfsQgvPUKB0
[1] https://www.pbs.org/newshour/science/ransomware-and-other-data-breaches-linked-to-uptick-in-fatal-heart-attacks

Top URLs in Tweet in G7:
[79] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[7] https://www.healthcarenowradio.com/programs/this-just-in/
[6] https://www.healthcarenowradio.com/programs/the-tate-chronicles/
[4] https://www.healthdataanswers.net/ml-and-ai-in-healthit-things-to-think-about/
[3] https://www.hitechanswers.net/health-it-business-news-november-14-2019/
[2] https://www.hitechanswers.net/4-ways-using-the-hhs-security-risk-assessment-tool-can-help-your-organization/
[2] https://www.hitechanswers.net/health-it-appointments-and-hires-111219/
[2] https://www.hitechanswers.net/health-it-issues-that-deserve-a-second-read-october-2019/
[2] https://www.hitechanswers.net/upcoming-virtual-health-it-events/
[2] https://www.rcmanswers.net/health-it-business-news/

Top URLs in Tweet in G8:
[10] https://healthit.ahrq.gov/sites/default/files/docs/publication/r18hs017045-lazarus-final-report-2011.pdf
[2] https://truthsnitch.com/2017/10/24/cdc-silence-million-dollar-harvard-project-charged-upgrading-vaccine-safety-surveillance-system/#sthash.8XMfpeZA.dpbs
[2] https://healthit.ahrq.gov/ahrq-funded-projects/electronic-support-public-health-vaccine-adverse-event-reporting-system
[1] https://www.google.com.au/url?sa=t&rct=j&q=&esrc=s&source=web&cd=4&ved=2ahUKEwiZ4K355t3lAhVNIbcAHcVTAF4QFjADegQIAhAC&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 G9:
[7] http://marketing.goliathtechnologies.com/acton/media/15043/how-to-troubleshoot-and-resolve-clinician-workspace-performance-issues-before-patients-are-impacted?utm_source=HealthcareITToday
[7] social&utm_medium=SOCIAL
[7] AD&utm_campaign=Healthcare_Miller
[7] Webinar
[3] https://www.softwareadvice.com/resources/low-cost-emr/
[2] https://www.ceorater.com/ceo/145/144/Tim-Cook
[2] https://www.idigitalhealth.com/email-profile?m=4
[2] https://www.idigitalhealth.com/news/exec-voices-manu-tandon-mba-cio-bidmc
[2] https://twitter.com/Voalte/status/1195020718834143232
[2] https://www.healthcareittoday.com/2019/11/11/veterans-day-3/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[3] https://www.DeriveHealthCare.com/
[3] https://www.medpro.com/artificial-intelligence-risks-automationbias
[2] https://www.fiercehealthcare.com/tech/chime19-7-predictions-for-what-lies-ahead-for-health-it-2020
[2] https://www.beckershospitalreview.com/ehrs/intermountain-cmio-how-interoperability-bridges-gaps-in-knowledge-decision-support-to-improve-patient-care.html
[2] https://www.medpro.com/artificial-intelligence-risks-educationtraining
[2] https://www.medpro.com/challenges-risks-artificial-intelligence
[2] https://www.beckershospitalreview.com/healthcare-information-technology/viewpoint-ai-won-t-transform-healthcare-without-data-interoperability.html
[2] https://www.medpro.com/artificial-intelligence-risks-privacysecurity
[2] https://www.modernhealthcare.com/cybersecurity/new-york-health-system-pay-3-million-hipaa-fine
[2] https://www.redhat.com/en/solutions/optimize-it?sc_cid=7013a000002CwrcAAC

Top Domains
Top Domains in Tweet in Entire Graph:
[175] healthcareitnews.com
[138] twitter.com
[79] airtime.pro
[72] ahrq.gov
[61] hitconsultant.net
[57] gl-hc.org
[54] healthit.gov
[48] utmhealthcare.com
[45] fiercehealthcare.com
[42] linkedin.com

Top Domains in Tweet in G1:
[88] healthcareitnews.com
[40] designtaxi.com
[34] pcmag.com
[30] businessinsider.com
[27] futurism.com
[25] mashable.com
[24] nytimes.com
[24] kaysharbor.com
[20] mobihealthnews.com
[20] utmhealthcare.com

Top Domains in Tweet in G2:
[49] ahrq.gov
[35] twitter.com
[33] healthit.gov
[31] zerista.com
[10] dirkstanley.com
[7] capconcorp.com
[7] healthsystemcio.com
[5] geron.org
[5] ama-assn.org
[4] rti.org

Top Domains in Tweet in G3:
[56] gl-hc.org
[11] convergehis.com
[9] ehealthtechnologies.com
[8] medcitynews.com
[8] nytimes.com
[7] nexcarehealth.com
[7] twitter.com
[7] zdnet.com
[7] scality.com
[4] histalk2.com

Top Domains in Tweet in G4:
[16] twitter.com
[10] linkedin.com
[9] healthcareitnews.com
[9] youtube.com
[8] healthit.gov
[5] twinybots.ch
[5] fiercehealthcare.com
[5] adp.com
[5] himsslearn.org
[4] scality.com

Top Domains in Tweet in G5:
[5] linkedin.com
[3] twitter.com
[1] yale.edu
[1] ama-assn.org
[1] healthit.gov
[1] nature.com

Top Domains in Tweet in G6:
[24] practiceehr.com
[13] twitter.com
[8] healthpopuli.com
[8] youtube.com
[8] thisweekhealth.com
[3] healthtechmagazine.net
[2] instagram.com
[2] healthcaredive.com
[2] sharpindex.org
[2] linkedin.com

Top Domains in Tweet in G7:
[79] airtime.pro
[15] healthcarenowradio.com
[11] hitechanswers.net
[9] healthcareitnews.com
[4] healthdataanswers.net
[4] managedhealthcareexecutive.com
[4] twitter.com
[3] dssinc.com
[2] rcmanswers.net
[2] intersystems.com

Top Domains in Tweet in G8:
[12] ahrq.gov
[2] truthsnitch.com
[1] com.au

Top Domains in Tweet in G9:
[9] idigitalhealth.com
[8] goliathtechnologies.com
[6] softwareadvice.com
[4] healthcareittoday.com
[3] twitter.com
[2] news-medical.net
[2] healtheuropa.eu
[2] newatlas.com
[2] ceorater.com
[2] voalte.com

Top Domains in Tweet in G10:
[10] beckershospitalreview.com
[10] medpro.com
[3] derivehealthcare.com
[3] modernhealthcare.com
[2] fiercehealthcare.com
[2] nih.gov
[2] healthcareitnews.com
[2] redhat.com
[1] ceoworld.biz
[1] beckersasc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2547] healthit
[1047] healthtech
[1029] healthcare
[815] digitalhealth
[742] health
[392] medtech
[290] ai
[277] ehr
[274] mhealth
[196] healthcareit



Top Hashtags in Tweet in G1:
[799] healthtech
[668] healthit
[633] health
[600] healthcare
[535] digitalhealth
[296] medtech
[226] mhealth
[163] ai
[153] medtwitter
[91] artificialintelligence

Top Hashtags in Tweet in G2:
[159] healthit
[121] amia2019
[67] ahrq
[39] interoperability
[24] fhir
[23] ehr
[18] cmio
[17] dem2019
[16] apis
[14] hl7

Top Hashtags in Tweet in G3:
[221] healthit
[100] hie
[96] ehr
[81] glhcsummit19
[54] hit
[49] digitalhealth
[41] healthtech
[28] ai
[27] healthcare
[25] aiinhealthcare

Top Hashtags in Tweet in G4:
[192] healthit
[40] healthcare
[21] digitalhealth
[15] telehealth
[10] healthtech
[10] ehr
[9] hit
[9] interoperability
[9] medtech
[9] telemedicine

Top Hashtags in Tweet in G5:
[8] healthit
[7] burnout
[6] doctors
[4] ai
[3] ehr
[1] physicians
[1] meded
[1] wellbeing
[1] amamtg
[1] hcldr

Top Hashtags in Tweet in G6:
[84] healthit
[22] ehr
[20] healthcare
[14] practiceehr
[13] cio
[13] medicalpractices
[8] chime19
[7] himss
[7] womenintech
[7] chime

Top Hashtags in Tweet in G7:
[164] healthit
[26] thisjustinradio
[26] techguy
[26] colin_hung
[26] hitsm
[26] hitmc
[18] hitadvisor
[15] hcnowradio
[10] hit
[9] icymi

Top Hashtags in Tweet in G8:
[1] harvard

Top Hashtags in Tweet in G9:
[83] healthit
[32] healthcare
[29] vue19
[18] healthtech
[12] ehr
[7] digitalhealth
[7] innovation
[6] emr
[4] alarm
[4] alerts

Top Hashtags in Tweet in G10:
[41] healthit
[15] ai
[11] hospitalsupplychain
[11] artificialintelligence
[9] healthcare
[7] supplychain
[6] healthtech
[5] health
[3] cybersecurity
[2] healthcareanalytics

Top Words
Top Words in Tweet in Entire Graph:
[3779] Words in Sentiment List#1: Positive
[1647] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[103032] Non-categorized Words
[108459] Total Words
[2546] #healthit
[1037] #healthtech
[1016] #healthcare
[861] health
[815] #digitalhealth

Top Words in Tweet in G1:
[797] #healthtech
[680] #health
[668] evankirstel
[667] #healthit
[587] #healthcare
[535] #digitalhealth
[296] #medtech
[267] health
[226] #mhealth
[186] healthcare

Top Words in Tweet in G2:
[215] onc_healthit
[159] #healthit
[138] health
[121] #amia2019
[89] patient
[67] #ahrq
[64] data
[61] ahrqnews
[58] research
[57] more

Top Words in Tweet in G3:
[221] #healthit
[100] #hie
[96] #ehr
[81] #glhcsummit19
[74] health
[58] more
[57] glhc_hie
[56] care
[54] #hit
[49] #digitalhealth

Top Words in Tweet in G4:
[192] #healthit
[40] #healthcare
[35] health
[27] healthcare
[25] s
[24] data
[22] patient
[21] #digitalhealth
[19] more
[18] care

Top Words in Tweet in G5:
[23] s
[12] data
[9] physicians
[9] ehr
[8] #healthit
[7] patients
[7] onc_healthit
[7] health
[7] medical
[7] being

Top Words in Tweet in G6:
[84] #healthit
[33] ehr
[24] mrmazharshah
[22] #ehr
[20] #healthcare
[17] tech
[17] healthtechmag
[16] follow
[15] healthcare
[15] health

Top Words in Tweet in G7:
[164] #healthit
[94] now
[79] starts
[79] listen
[79] live
[50] healthcare
[47] s
[33] pulse8news
[28] today
[26] #thisjustinradio

Top Words in Tweet in G8:
[9] 1
[9] reported
[8] less
[7] vaccine
[7] cernovich
[6] jamesdieckhoff
[4] swperth11
[4] yes
[4] let's
[4] fight

Top Words in Tweet in G9:
[83] #healthit
[32] #healthcare
[29] #vue19
[24] voalte
[23] patient
[20] data
[18] #healthtech
[18] s
[16] health
[16] medical

Top Words in Tweet in G10:
[41] #healthit
[15] #ai
[11] #hospitalsupplychain
[11] beckershr
[11] #artificialintelligence
[10] more
[10] artificial
[10] intelligence
[10] risks
[9] #healthcare

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[553] #health,#healthtech
[466] #healthtech,#digitalhealth
[345] #digitalhealth,#healthcare
[223] #healthcare,#medtech
[198] #medtech,#healthit
[160] #healthit,#medtwitter
[130] #healthit,#healthtech
[127] #healthit,#healthcareit
[120] #healthcare,#healthit
[106] #medtwitter,#mhealth

Top Word Pairs in Tweet in G1:
[516] #health,#healthtech
[408] #healthtech,#digitalhealth
[310] #digitalhealth,#healthcare
[206] #healthcare,#medtech
[175] #medtech,#healthit
[147] #healthit,#medtwitter
[96] #medtwitter,#mhealth
[88] #healthit,#healthtech
[57] irmaraste,evirahealth
[51] #medtech,#mhealth

Top Word Pairs in Tweet in G2:
[34] annual,meeting
[32] check,out
[28] researcher,dr
[26] rti_healthit,researcher
[25] #ahrq,finding
[22] health,research
[20] #ahrq,key
[20] key,finding
[20] patient,safety
[19] learn,more

Top Word Pairs in Tweet in G3:
[66] #hie,#ehr
[56] #healthit,#hie
[33] #healthit,#hit
[32] #hit,#hie
[27] create,care
[27] care,connected
[26] connected,communities
[20] learn,more
[20] #glhcsummit19,#healthit
[20] #healthtech,#aiinhealthcare

Top Word Pairs in Tweet in G4:
[11] #healthcare,#healthit
[10] #healthit,#healthcare
[9] image,collection
[9] #telehealth,#telemedicine
[9] #healthit,#telehealth
[8] #digitalhealth,#healthit
[8] #telemedicine,#imst
[7] health,data
[7] #healthit,#himss
[7] learn,more

Top Word Pairs in Tweet in G5:
[6] health,information
[6] s,#burnout
[6] #burnout,s
[6] s,placing
[6] placing,#doctors
[6] #doctors,moral
[6] moral,bind
[6] bind,s
[6] s,being
[6] being,war

Top Word Pairs in Tweet in G6:
[16] ehr,#ehr
[13] #healthit,influencers
[12] mrmazharshah,practice
[11] #healthit,#healthcare
[11] practice,ehr
[11] ehr,named
[11] named,top
[11] top,20
[11] 20,popular
[11] popular,ehr

Top Word Pairs in Tweet in G7:
[79] starts,now
[79] now,listen
[79] listen,live
[26] healthcare,today
[25] tammy,clark
[25] clark,starts
[21] risk,adjustment
[18] #hitmc,starts
[17] transformed,transforming
[17] transforming,#healthit

Top Word Pairs in Tweet in G8:
[7] 1,vaccine
[7] less,1
[4] jamesdieckhoff,swperth11
[4] swperth11,cernovich
[4] cernovich,yes
[4] yes,let's
[4] let's,fight
[4] fight,misinformation
[4] misinformation,less
[4] vaccine,injuries

Top Word Pairs in Tweet in G9:
[19] #healthcare,#healthit
[16] #healthit,#healthtech
[9] make,sure
[8] thurs,nov
[7] electronic,medical
[7] medical,record
[7] data,center
[7] solutions,help
[6] patient,information
[6] zero,downtime

Top Word Pairs in Tweet in G10:
[10] artificial,intelligence
[9] #artificialintelligence,#ai
[9] #ai,#healthit
[8] intelligence,risks
[5] derivehealth,derivetech
[4] #hospitalsupplychain,more
[4] patient,care
[4] #hospitalsupplychain,costs
[4] medproprotector,artificial
[3] predictive,analytics

Top Replied-To
Top Replied-To in Entire Graph:
@healthit_policy
@glhc_hie
@aaronneinstein
@une_healthit
@rajratwani
@onc_healthit
@veggie64_leslie
@jamesdieckhoff
@choo_ek
@dermhag

Top Replied-To in G1:
@jotempleton13
@a2ztube

Top Replied-To in G2:
@healthit_policy
@aaronneinstein
@onc_healthit
@rajratwani
@ahrqnews
@ucsfcdhi
@aneeshchopra
@mandl
@pjonwhite
@amiainformatics

Top Replied-To in G3:
@glhc_hie
@ehealthtec
@reginaholliday
@unmc
@mhealthintel
@mihin
@voices4vaccines
@drfixus
@realitykllsdrms
@unicornpoet

Top Replied-To in G5:
@johnnosta
@dermhag
@kokomored1
@chrissyfarr
@lifelock
@gordonhlthadvo
@seemacms
@unbridledmd
@richduszak

Top Replied-To in G6:
@choo_ek
@mmsjennifer
@lygeia
@gailzahtz
@techguy
@healthtechmag
@michael81082
@huskorkut
@practiceehr

Top Replied-To in G7:
@chrissyfarr

Top Replied-To in G8:
@jamesdieckhoff
@patrickenrigh20
@pizzamess
@liveidiotfree
@ty_the_np
@thereal_truther
@lunruj
@cernovich
@wise_skeptic

Top Replied-To in G9:
@facebook
@google
@apple
@mit
@tuftsuniversity
@isalus_health
@solvhealth
@deptvetaffairs

Top Replied-To in G10:
@nlmdirector
@cvshealth
@intermountain
@who
@mlangguth

Top Mentioned
Top Mentioned in Entire Graph:
@evankirstel
@onc_healthit
@irmaraste
@exponentialmed
@evirahealth
@intersystems
@hubbucket
@intersystemsme
@lotusoak2
@healthitnews

Top Mentioned in G1:
@evankirstel
@irmaraste
@exponentialmed
@evirahealth
@intersystems
@intersystemsme
@hubbucket
@healthitnews
@daniel_kraft
@cioonline

Top Mentioned in G2:
@onc_healthit
@ahrqnews
@rti_healthit
@amiainformatics
@rajratwani
@rti_intl
@thelizarmy
@donrucker
@hl7
@policy2progress

Top Mentioned in G3:
@glhc_hie
@epatientdave
@mihin
@carlamsmith
@lygeia
@ehealthtec
@holonsolutions
@aihealth1
@cariumcares
@medcitynews

Top Mentioned in G4:
@dyn365pros
@tquaker
@healthaxis
@pocphit
@pain_train_

Top Mentioned in G5:
@onc_healthit
@j_luh
@pedsmamadoc
@dermhag
@emarianomd
@aiims1742
@jackmurtha
@barbaramcaneny
@meggerber
@gavinprestonmd

Top Mentioned in G6:
@mrmazharshah
@healthtechmag
@farzad_md
@healthythinker
@marionspekker
@bone_sharon
@globalwebindex
@susannah
@huskorkut
@coherencemed

Top Mentioned in G7:
@pulse8news
@cmsgov
@sphanalytics
@holonsolutions
@risehlth
@txhealthplans
@healthec_llc
@onc_healthit
@hitadvisor
@hitechanswers

Top Mentioned in G8:
@cernovich
@swperth11
@abc
@flobo2018
@jamesdieckhoff
@epochchanger
@smmsavvy
@tianabelle
@bobsnee
@doritmi

Top Mentioned in G9:
@voalte
@hillromcorp
@goliathsolution
@24x7itconnect
@smhcs
@google
@jspoehrer
@texaschildrens
@childrensal
@exeterhospital

Top Mentioned in G10:
@beckershr
@jumptechnews
@medproprotector
@himss
@derivehealth
@derivetech
@nih
@intermountain
@onc_healthit
@modrnhealthcr

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@piyuanker12
@huskorkut
@marionspekker
@nosqldigest
@gamergeeknews
@evankirstel
@chidambara09

Top Tweeters in G1:
@jornalistavitor
@arkangelscrap
@sectest9
@piyuanker12
@evankirstel
@chidambara09
@lorimoreno
@rosenchild
@clairebotai
@ronthornton

Top Tweeters in G2:
@yayayarndiva
@emocionycambio
@politico
@kidneystories
@tomvarghesejr
@jmkuhn99
@stales
@soriano_p
@hcresearcher
@jacoduivenboden

Top Tweeters in G3:
@zimmermann_st
@gilmerhealthlaw
@roccityretweet
@crainsdetroit
@summerlight00
@ritters90
@misssophiebot
@epatientdave
@rehownet2
@reginaholliday

Top Tweeters in G4:
@analyticaglobal
@bigdatabatman
@ritonkhan
@amruthasuri
@robinyearsley
@grjenkin
@vizworld
@quynhthi1
@contentsourcegl
@contentsourceeu

Top Tweeters in G5:
@drginareghetti
@drjudystone
@kentbottles
@cancergeek
@matthewherper
@holmescarolyn23
@misterchambo
@charlesornstein
@ip4pi
@richduszak

Top Tweeters in G6:
@huskorkut
@marionspekker
@ft
@femtech_
@wareflo
@mrmazharshah
@nickisnpdx
@shereesepubhlth
@tv_hiec_chair
@jandis_price

Top Tweeters in G7:
@forbes
@2healthguru
@drnic1
@muyiwasaka
@khattiy74899201
@hcnowradio
@hitechanswers
@matt_r_fisher
@cmsgov
@fsgoldstein

Top Tweeters in G8:
@abc
@veritasever
@rocza
@doritmi
@1blessedbee
@just4thecause
@thereal_truther
@cernovich
@takethatdoctors
@awithonelison

Top Tweeters in G9:
@pfanderson
@npr
@google
@kbreitman27
@gokareo
@i_digitalhealth
@ehrandhit
@amazon
@chrissyfarr
@deptvetaffairs

Top Tweeters in G10:
@latimes
@tmmmarshall
@yvettejacqr
@cbsthismorning
@everydayhealth
@womenshealthmag
@manifattura40
@ceoworld
@wiomax_pa
@wegohealth


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