#hcldr, Twitter, 11/21/2019 2:52:53 AM, 216885


FAQ | Problem?

#hcldr_2019-11-20_17-54-11.xlsx
#hcldr_2019-11-20_17-54-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
#hcldr via NodeXL http://bit.ly/2KGQ38L
@joebabaian
@rasushrestha
@colin_hung
@gracecordovano
@irmaraste
@infoway
@fsgoldstein
@cascadia
@2healthguru
@hcldr

Top hashtags:
#hcldr
#healthcare
#thinkdigitalhealth
#pinksocks
#xmed
#innovation
#hitsm
#cio
#digitalhealth

Description:
Description
The graph represents a network of 1,394 Twitter users whose tweets in the requested range contained "#hcldr", 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 01:54 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 13-day, 23-hour, 40-minute period from Tuesday, 05 November 2019 at 01:20 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 : 1394
Unique Edges : 2914
Edges With Duplicates : 4060
Total Edges : 6974
Number of Edge Types : 3
Mentions : 5389
Replies to : 788
Tweet : 797
Self-Loops : 797
Reciprocated Vertex Pair Ratio : 0.117629086465017
Reciprocated Edge Ratio : 0.210497539639147
Connected Components : 62
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 1246
Maximum Edges in a Connected Component : 6756
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.906241
Graph Density : 0.0018837783918568
Modularity : 0.340895
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,394 Twitter users whose tweets in the requested range contained "#hcldr", 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 01:54 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 13-day, 23-hour, 40-minute period from Tuesday, 05 November 2019 at 01:20 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 : #hcldr
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:
[37] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[37] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[23] https://www.brianthomas.me/blog/entry/wearables-and-your-health-where-do-they-intersect?utm_content=buffer683a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://www.forbes.com/sites/brucejapsen/2019/11/13/aetna-looks-to-curtail-loneliness-for-medicare-advantage-enrollees/
[16] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.brianthomas.me/blog/entry/why-wearables-are-important-and-what-to-expect?utm_content=buffer056c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://twitter.com/hcldr/status/1194432441621999616
[13] https://www.brianthomas.me/blog/entry/population-health-vs-public-health-the-rising-significance-of-population-health?utm_content=buffer3932c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://twitter.com/hcldr/status/1194438984757153793

Top URLs in Tweet in G1:
[16] https://www.forbes.com/sites/brucejapsen/2019/11/13/aetna-looks-to-curtail-loneliness-for-medicare-advantage-enrollees/
[11] https://hbr.org/2019/11/how-to-engage-physicians-in-innovative-health-care-efforts
[10] https://www.healthdatamanagement.com/news/cms-final-rule-aims-to-reduce-physician-billing-coding-burdens
[7] https://www.cnbc.com/2019/11/05/walgreens-shares-halted-on-report-that-company-is-in-talks-to-go-private.html?__source=sharebar|twitter&par=sharebar
[3] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[3] https://hcldr.wordpress.com/2019/11/04/innovations-challenge-in-healthcare/
[2] https://www.ypo.org/2019/10/cloudbreak-ceo-jamey-edwards-mission-for-health-care-innovation/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=
[2] https://www.healthcareittoday.com/2019/11/05/testing-an-undervalued-aspect-of-a-successful-ehr-implementation/
[2] https://twitter.com/hcldr/status/1194432441621999616
[2] https://twitter.com/H_SalemOaks/status/1191894081644965888

Top URLs in Tweet in G2:
[32] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[12] https://twitter.com/hcldr/status/1194432441621999616
[11] https://twitter.com/hcldr/status/1194438984757153793
[9] https://twitter.com/hcldr/status/1194429170136354816
[9] https://twitter.com/hcldr/status/1194435713216864257
[8] https://twitter.com/Colin_Hung/status/1193295953312309248
[5] https://hcldr.wordpress.com/2019/11/04/innovations-challenge-in-healthcare/
[5] https://twitter.com/hcldr/status/1191895978158125057
[5] https://twitter.com/hcldr/status/1192798676596461568
[4] https://www.cnbc.com/2018/06/29/why-telemedicine-is-a-bust.html

Top URLs in Tweet in G3:
[12] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[4] https://twitter.com/NCTreasurer/status/1196447527060434944
[2] https://soundcloud.com/hcnradio/pophealth-minutethinking-through-a-stratification-approach?in=hcnradio/sets/pophealth-minutes
[2] https://soundcloud.com/hcnradio/pophealth-minute-alternative-payment-models-and-value-creation-versus-value-extraction?in=hcnradio/sets/pophealth-minutes
[2] https://healthcarenowradio.airtime.pro/#
[2] https://www.umc.edu/SoPH/News-and-Events/PopHealth%20Minutes.html
[2] https://www.blogtalkradio.com/pophealth-week/2019/09/25/accenture-health-innovation-lead-michael-petersen-md-on-sdoh
[2] https://twitter.com/HCNowRadio/status/1196454328044789760
[2] https://www.healthcarenowradio.com/newly-released-podcasts-11-14-19/
[1] https://healthblawg.com/2019/05/artificial-intelligence-sap.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G4:
[8] https://www.modernhealthcare.com/opinion-editorial/despite-progress-were-still-waiting-truly-safer-healthcare-system#adunit_path=op-ed/commentaries
[4] http://www.ihi.org/communities/blogs/improvement-lessons-from-olympic-gold-medalist-abby-wambach
[3] http://forms.ihi.org/joy-results-info-call-nov-2019
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6780563/
[2] https://www.ismp.org/resources/speaking-about-patient-safety-requires-observant-questioner-and-high-index-suspicion
[2] https://www.ncbi.nlm.nih.gov/pubmed/31609172
[2] https://www.mobihealthnews.com/news/north-america/digital-therapeutics-map-still-hammering-out-tough-questions?mkt_tok=eyJpIjoiTURZNVlUTXlOMlF3TnpndyIsInQiOiJsbjZaSTRSZUwzUW55UW5vbGlHazBNZGVmMmdyZnpHR1lVNk1ZVlU4K2tnWmJ6MllaektFWDJyNStub3hnR2s1NzJBT0dRRnJwN2VOY2xRdHJEZFdCbjZpRThZSHdYUmpEVXdGR0tzTTQ2YWlMNm5INU56NDRXUlZCd1dscjVcL3EifQ%3D%3D
[2] https://medstro.com/challenges/TransformingIBD/pages/home
[2] https://www.healthcareittoday.com/2019/11/05/testing-an-undervalued-aspect-of-a-successful-ehr-implementation/
[2] https://twitter.com/sibloch/status/1191800470626390018

Top URLs in Tweet in G5:
[2] https://www.stressresources.com/blog/2015/11/17/oursharedworld
[1] https://socialmedia.mayoclinic.org/2019/11/18/knowledge-power-action-experts-by-experience/
[1] https://www.cms.gov/newsroom/press-releases/trump-administration-announces-historic-price-transparency-requirements-increase-competition-and
[1] https://www.healthcarefinancenews.com/news/kaiser-healthcare-community-mourns-loss-ceo-bernie-tyson
[1] https://med.stanford.edu/content/dam/sm/ehr/documents/EHR-Poll-Presentation.pdf
[1] https://www.statista.com/statistics/415961/share-of-age-among-us-physicians/
[1] https://twitter.com/UMass_CPHR/status/1196115939374358530
[1] https://exponential.singularityu.org/medicine/xmed-live/
[1] https://twitter.com/ddiamond/status/1195692744934592512
[1] https://www.nytimes.com/2019/11/07/opinion/nike-running-mary-cain.html?action=click&module=Opinion&pgtype=Homepage

Top URLs in Tweet in G6:
[4] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://stuckonsocialwork.com/2019/11/05/motispark/
[2] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[2] https://www.pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/
[2] https://www.aha.org/education-and-events/leadership-summit/call-for-proposals?utm_source=social&utm_medium=twitter&utm_campaign=2020-Summit&utm_content=callforspeakers
[2] https://ruralconference.aha.org/?utm_source=social&utm_medium=twitter&utm_campaign=2020-RURAL&utm_content=registration
[1] https://twitter.com/uniteushq/status/1193909182908555264
[1] https://www.yumpu.com/en/document/read/62356234/alternative-payment-models
[1] https://twitter.com/Colin_Hung/status/1193295953312309248
[1] https://www.physicianspractice.com/patient-relations/gaining-data-clarity-through-greater-connectivity-point-care

Top URLs in Tweet in G7:
[3] https://journals.lww.com/hcmrjournal/pages/default.aspx
[3] https://journals.lww.com/hcmrjournal/Abstract/publishahead/Women_at_the_helm__Chief_executive_officer_gender.99662.aspx
[3] https://healthitanalytics.com/news/ehr-usability-clear-benefits-drive-adoption-in-behavioral-health
[2] https://journals.lww.com/hcmrjournal/Abstract/publishahead/Revisiting_redundancy_in_hospitals_A_case_based.99657.aspx
[2] https://journals.lww.com/hcmrjournal/Abstract/publishahead/The_impact_of_interpersonal_support,_supervisory.99660.aspx
[2] https://klasresearch.com/resources/blogs/2019/11/13/what-works-in-strategic-m-a?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[2] https://klasresearch.com/report/healthcare-ai-2019/1291?utm_source=twitter&utm_medium=report&utm_campaign=rodneyh
[2] https://klasresearch.com/resources/blogs/2019/11/11/targeting-provider-wellness-and-efficiency-with-the-arch-collaborative?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[1] https://twitter.com/WSJ/status/1193959128709947396
[1] https://journals.lww.com/hcmrjournal/Abstract/publishahead/What_makes_health_services_usable___Insights_from.99664.aspx

Top URLs in Tweet in G8:
[2] https://improbable-developments.captivate.fm
[2] https://centerhxd.com/events/webinar-designing-a-more-humane-workplace-supporting-employees-that-juggle-working-and-caregiving/
[1] https://twitter.com/Ataxia_and_Me/status/1187366942157488132
[1] https://www.healthcareittoday.com/2019/11/12/does-patient-experience-transformation-depend-on-digital-transformation-hitsm-chat-topic/
[1] https://time.com/5717545/medical-errors/
[1] https://twitter.com/drjengunter/status/1192558887062425602
[1] https://twitter.com/meat_luvr/status/1193856335860948992
[1] https://twitter.com/hcldr/status/1194397461277806593
[1] http://www3.hilton.com/en/index.html
[1] https://www.healthcareittoday.com/healthcare-it-and-ehr-conferences-and-events/

Top URLs in Tweet in G9:
[33] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[23] https://www.brianthomas.me/blog/entry/wearables-and-your-health-where-do-they-intersect?utm_content=buffer683a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.brianthomas.me/blog/entry/why-wearables-are-important-and-what-to-expect?utm_content=buffer056c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.brianthomas.me/blog/entry/population-health-vs-public-health-the-rising-significance-of-population-health?utm_content=buffer3932c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://thebossmagazine.com/swope-health-services-2/
[1] https://www.kevinmd.com/blog/2018/08/the-demise-of-medicine-a-neurologist-advocates-for-patients-and-is-silenced.html
[1] https://neurologybuzz.com/2019/10/09/effects-of-barometric-pressure-changes-in-weather-change-in-patients-with-migraine/
[1] https://neurologybuzz.com/2018/04/29/a-review-of-mechanisms-in-medical-marijuana-the-endocannabinoid-pathway-receptors-tetrahydrocannabinol-and-cannabidiol/

Top URLs in Tweet in G10:
[2] https://medium.com/whose-health-is-it-anyway/patient-advocacy-a-chat-with-tina-d37ff6f1147f
[1] https://healthcaretransformers.com/creative-disruption-the-key-to-healthcare-transformation/
[1] https://www.hhs.gov/blog/2019/10/08/improving-public-health-through-accelerating-clinical-innovation.html
[1] https://www.healthcareitnews.com/ai-powered-healthcare/how-rpa-can-pave-way-ai?mkt_tok=eyJpIjoiTldJME9HSmtOemxsTkRObCIsInQiOiJFUjJkT3FuMnhLbHZVVVJtRkdROWU3UzJpaVBhVFE3ZTFlQU5IbDlOY2F0Sk5qazFpakRNaktyK2J2TGtSbzRiQ05wQmxERjBDYm51WjQ3cHcrNVBFbW9rNVJoZ1pWVDF0K1ZXVkx3OUdLUDFLRVZkUnE5MG1WbGVQTm9RTE5PdiJ9
[1] https://contently.com/2016/03/24/infographic-50-terrible-work-phrases-need-stop-using/
[1] https://twitter.com/drgoodknight/status/1195162632258494464
[1] https://neurosciencenews-com.cdn.ampproject.org/c/s/neurosciencenews.com/holographic-brain-atlas-15187/amp/
[1] https://twitter.com/Matt_R_Fisher/status/1194616289869873153
[1] https://twitter.com/cariumcares/status/1194692561153204225
[1] https://twitter.com/DrGoodknight/status/1195162632258494464

Top Domains
Top Domains in Tweet in Entire Graph:
[296] twitter.com
[88] brianthomas.me
[50] healthblawg.com
[47] wordpress.com
[25] cioreview.com
[20] forbes.com
[18] lww.com
[16] facht.org
[15] hbr.org
[14] airtime.pro

Top Domains in Tweet in G1:
[60] twitter.com
[49] healthblawg.com
[17] forbes.com
[12] hbr.org
[10] healthdatamanagement.com
[9] cnbc.com
[6] wordpress.com
[4] atriumhealth.org
[4] bit.ly
[3] linkedin.com

Top Domains in Tweet in G2:
[148] twitter.com
[38] wordpress.com
[9] infoway-inforoute.ca
[4] cnbc.com
[4] wsj.com
[4] opennotes.org
[2] medium.com
[2] access2022.ca
[2] nature.com
[2] statnews.com

Top Domains in Tweet in G3:
[21] twitter.com
[14] airtime.pro
[11] soundcloud.com
[4] blogtalkradio.com
[3] healthcarenowradio.com
[2] umc.edu
[2] meetup.com
[1] healthblawg.com
[1] businessinsider.com
[1] scribefusion.com

Top Domains in Tweet in G4:
[10] ihi.org
[9] modernhealthcare.com
[5] twitter.com
[4] nih.gov
[3] medstro.com
[3] nejm.org
[2] ismp.org
[2] statnews.com
[2] mobihealthnews.com
[2] healthcareittoday.com

Top Domains in Tweet in G5:
[9] twitter.com
[2] stressresources.com
[1] mayoclinic.org
[1] cms.gov
[1] healthcarefinancenews.com
[1] stanford.edu
[1] statista.com
[1] singularityu.org
[1] nytimes.com
[1] shoutengine.com

Top Domains in Tweet in G6:
[5] twitter.com
[5] aha.org
[4] brianthomas.me
[3] stuckonsocialwork.com
[2] wordpress.com
[2] pyimagesearch.com
[2] santafenewmexican.com
[2] healthforum.com
[1] yumpu.com
[1] physicianspractice.com

Top Domains in Tweet in G7:
[18] lww.com
[9] klasresearch.com
[3] healthitanalytics.com
[2] wecreateloyalty.com
[1] twitter.com
[1] mailchi.mp
[1] medpagetoday.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] captivate.fm
[2] centerhxd.com
[2] healthcareittoday.com
[1] time.com
[1] hilton.com
[1] bit.ly
[1] eventbrite.com

Top Domains in Tweet in G9:
[84] brianthomas.me
[25] cioreview.com
[16] facht.org
[12] thebossmagazine.com
[6] neurologybuzz.com
[1] kevinmd.com
[1] mysuncoast.com
[1] huffingtonpost.ca

Top Domains in Tweet in G10:
[5] twitter.com
[3] medium.com
[2] healthcareitnews.com
[1] healthcaretransformers.com
[1] hhs.gov
[1] contently.com
[1] ampproject.org
[1] gotowebinar.com
[1] fastcompany.com
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2543] hcldr
[355] healthcare
[194] thinkdigitalhealth
[181] pinksocks
[150] xmed
[141] innovation
[135] hitsm
[124] cio
[116] digitalhealth
[115] ai



Top Hashtags in Tweet in G1:
[621] hcldr
[121] xmed
[107] pinksocks
[105] healthcare
[72] hitsm
[59] innovation
[57] digitalhealth
[24] designthinking
[22] sdoh
[19] thinkdigitalhealth

Top Hashtags in Tweet in G2:
[1254] hcldr
[173] thinkdigitalhealth
[26] pinksocks
[24] healthcare
[22] innovation
[19] xmed
[13] digitalhealth
[11] ptexp
[11] ai
[10] unblockhealth

Top Hashtags in Tweet in G3:
[93] hcldr
[44] pophealth
[18] jpm20
[17] sdoh
[14] flaacos19
[13] pinksocks
[13] ces2020
[12] fsgoldstein
[12] 2healthguru
[12] healthcare

Top Hashtags in Tweet in G4:
[51] hcldr
[12] leadership
[11] innovation
[10] healthitchicks
[10] pinksocks
[8] healthcare
[8] digitalhealth
[8] transformingibd
[8] toerrishuman
[7] ptsafety

Top Hashtags in Tweet in G5:
[37] hcldr
[22] healthcare
[8] digitalhealth
[6] s4pm
[5] pinksocks
[5] humanizehealthcare
[5] 3dprinting
[4] socialmedia
[3] medtwitter
[3] digital

Top Hashtags in Tweet in G6:
[48] hcldr
[24] hitsm
[13] healthcare
[9] meded
[9] healthit
[6] hitmc
[6] ruralhealth
[5] spsm
[5] natcon19
[5] himss

Top Hashtags in Tweet in G7:
[43] hcldr
[16] healthcare
[12] healthcareleaders
[11] patientexperience
[10] hcr
[9] healthsystems
[8] klas
[7] hitsm
[7] healthmanagement
[7] hcit

Top Hashtags in Tweet in G8:
[22] hcldr
[5] pinksocks
[4] datablocking
[4] unblockhealth
[4] iarc2019
[3] hitsm
[2] patientadvocacy
[2] ehr
[2] ptexp
[2] patientchat

Top Hashtags in Tweet in G9:
[124] cio
[115] hcldr
[98] healthcare
[85] ai
[50] wearables
[49] health
[41] leadership
[38] technology
[33] himss
[33] airesearch

Top Hashtags in Tweet in G10:
[42] hcldr
[11] patientadvocacy
[7] healthcare
[6] hitsm
[5] innovation
[5] ibd
[3] lifestylemedicine
[3] hitmc
[2] tech
[2] pinksocks

Top Words
Top Words in Tweet in Entire Graph:
[4046] Words in Sentiment List#1: Positive
[1392] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[86829] Non-categorized Words
[92267] Total Words
[2536] #hcldr
[660] health
[529] access
[429] patients
[412] joebabaian

Top Words in Tweet in G1:
[615] #hcldr
[272] rasushrestha
[192] joebabaian
[133] healthcare
[124] colin_hung
[121] #xmed
[114] hcldr
[107] #pinksocks
[104] #healthcare
[82] health

Top Words in Tweet in G2:
[1254] #hcldr
[437] access
[381] health
[297] patients
[229] colin_hung
[214] infoway
[208] hcldr
[187] joebabaian
[173] #thinkdigitalhealth
[171] patient

Top Words in Tweet in G3:
[93] #hcldr
[44] #pophealth
[42] fsgoldstein
[34] 2healthguru
[27] panel
[25] live
[24] listen
[21] hcnowradio
[20] week
[18] health

Top Words in Tweet in G4:
[50] #hcldr
[18] care
[13] better
[12] report
[12] theihi
[12] development
[12] naomifried
[12] #leadership
[12] health
[11] #innovation

Top Words in Tweet in G5:
[37] #hcldr
[22] #healthcare
[20] social
[20] media
[18] zeevneuwirth
[16] â
[14] patients
[10] colin_hung
[9] s
[9] help

Top Words in Tweet in G6:
[48] #hcldr
[24] #hitsm
[17] health
[16] data
[13] #healthcare
[10] one
[10] stuckonsw
[10] care
[9] #meded
[9] #healthit

Top Words in Tweet in G7:
[43] #hcldr
[33] health
[22] new
[18] patient
[16] #healthcare
[13] care
[12] #healthcareleaders
[12] research
[11] #patientexperience
[11] klasresearch

Top Words in Tweet in G8:
[22] #hcldr
[13] w
[9] s4pm
[8] patients
[8] join
[6] patient
[6] time
[6] work
[6] more
[6] nov

Top Words in Tweet in G9:
[121] #cio
[115] #hcldr
[98] #healthcare
[85] #ai
[74] health
[70] healthcare
[53] divergentcio
[50] #wearables
[49] #health
[48] important

Top Words in Tweet in G10:
[42] #hcldr
[19] cariumcares
[17] joebabaian
[16] chronic
[15] patients
[11] hcldr
[11] disease
[11] latest
[11] #patientadvocacy
[11] blog

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[128] access,health
[115] #hcldr,chat
[110] #hcldr,#thinkdigitalhealth
[106] hcldr,joebabaian
[92] #hcldr,#pinksocks
[84] #hcldr,#xmed
[77] digital,health
[73] patients,need
[72] #hcldr,#hitsm
[69] health,information

Top Word Pairs in Tweet in G1:
[67] #hcldr,#xmed
[62] #hcldr,#pinksocks
[56] hcldr,joebabaian
[54] #hcldr,#hitsm
[52] #digitalhealth,#hcldr
[51] icymi,gt
[35] shocked,saddened
[35] saddened,news
[35] news,bernardjtyson's
[35] bernardjtyson's,passing

Top Word Pairs in Tweet in G2:
[113] access,health
[102] #hcldr,#thinkdigitalhealth
[91] #hcldr,chat
[60] digital,health
[58] patients,need
[56] health,information
[54] health,week
[48] need,access
[45] health,records
[45] week,canada

Top Word Pairs in Tweet in G3:
[14] #pophealth,minute
[13] powerful,panel
[13] panel,sponsored
[13] sponsored,navvispophealth
[13] navvispophealth,live
[13] live,flaacos
[13] flaacos,annual
[13] annual,conference
[13] conference,impressive
[13] impressive,panel

Top Word Pairs in Tweet in G4:
[12] better,care
[8] donberwick,md
[8] md,mpp
[8] mpp,frcp
[8] frcp,weighs
[8] weighs,20
[8] 20,years
[8] years,#toerrishuman
[8] #toerrishuman,week
[8] week,s

Top Word Pairs in Tweet in G5:
[20] social,media
[8] media,help
[8] help,transform
[8] transform,humanize
[8] humanize,#healthcare
[8] #healthcare,social
[8] media,guru
[8] guru,around
[8] around,#digitalhealth
[8] #digitalhealth,expert

Top Word Pairs in Tweet in G6:
[10] #hcldr,#hitsm
[7] health,care
[6] #hitsm,#hitmc
[6] care,leadership
[6] leadership,conference
[5] cleaning,up
[5] up,bit
[5] bit,today
[5] today,forgot
[5] forgot,scattergoodfdn

Top Word Pairs in Tweet in G7:
[10] health,care
[8] jlschilling22,new
[7] #hitsm,#hcldr
[7] learn,more
[6] research,suggests
[6] more,#hcldr
[6] ehr,usability
[6] usability,clear
[6] clear,return
[6] return,investment

Top Word Pairs in Tweet in G8:
[5] #hcldr,s4pm
[4] patients,suffered
[4] suffered,w
[4] w,#datablocking
[4] #datablocking,long
[4] long,enough
[4] enough,#unblockhealth
[4] #unblockhealth,armed
[4] armed,ready
[4] ready,end

Top Word Pairs in Tweet in G9:
[37] #health,#healthcare
[33] artificial,intelligence
[33] intelligence,important
[33] important,healthcare
[33] healthcare,#himss
[33] #himss,#healthcare
[33] #healthcare,#ai
[33] #ai,#airesearch
[27] #hcldr,#cio
[26] #cio,#samsung

Top Word Pairs in Tweet in G10:
[11] hcldr,joebabaian
[11] latest,#patientadvocacy
[11] #patientadvocacy,blog
[11] journey,managing
[11] managing,chronic
[10] chronic,disease
[6] professormac,hcldr
[6] want,learn
[6] learn,ways
[6] ways,engage

Top Replied-To
Top Replied-To in Entire Graph:
@hcldr
@colin_hung
@joebabaian
@gailzahtz
@mannziva
@shereesepubhlth
@nathangrunewald
@rasushrestha
@sandrawoodsmtl
@pat_health

Top Replied-To in G1:
@rasushrestha
@hcldr
@joebabaian
@gailzahtz
@coffeemommy
@vishnu_saxena
@sandrawoodsmtl
@lisadbudzinski
@colin_hung
@mannziva

Top Replied-To in G2:
@hcldr
@colin_hung
@joebabaian
@gailzahtz
@shereesepubhlth
@mannziva
@nathangrunewald
@raeofsunshine79
@pat_health
@bonniesheeren

Top Replied-To in G3:
@mannziva
@doc_rob
@drnic1
@shrawanpatel1
@oakstreethealth
@hcnowradio
@gmathews71

Top Replied-To in G4:
@statnews
@google
@barbyingle
@neshco

Top Replied-To in G5:
@bravebosom
@davidfajgenbaum
@intersystems
@_nowpow_
@colin_hung
@nasdaq
@zeevneuwirth
@lygeia

Top Replied-To in G8:
@gailzahtz
@healthcarescene
@ranaawdish
@bostonheartmom
@profamye

Top Replied-To in G10:
@billwongot
@hcldr
@professormac
@sandrawoodsmtl
@joebabaian
@colin_hung
@lisadbudzinski

Top Mentioned
Top Mentioned in Entire Graph:
@joebabaian
@colin_hung
@rasushrestha
@hcldr
@infoway
@brysk_
@gracecordovano
@nathangrunewald
@drrbhyat
@jameyedwards

Top Mentioned in G1:
@rasushrestha
@joebabaian
@colin_hung
@hcldr
@jameyedwards
@infoway
@mikebiselli
@irmaraste
@bernardjtyson
@atriumhealth

Top Mentioned in G2:
@infoway
@colin_hung
@joebabaian
@hcldr
@brysk_
@drrbhyat
@gracecordovano
@anetto
@nathangrunewald
@seastarbatita

Top Mentioned in G3:
@fsgoldstein
@2healthguru
@hcnowradio
@accenturehealth
@mpetersen_md
@navvispophealth
@flaacos
@pophealthweek
@davidshulkin
@aneeshchopra

Top Mentioned in G4:
@theihi
@naomifried
@lillypad
@donberwick
@fitwitmd
@harvardchanecpe
@tedjamesmd
@davidcookemd
@ascensionorg
@hhsgov

Top Mentioned in G5:
@zeevneuwirth
@veteranshealth
@thepatientsside
@colin_hung
@vhainnovation
@cascadia
@leebeckerdc
@gracecordovano
@arthurallen202

Top Mentioned in G6:
@stuckonsw
@bfmack
@ahahospitals
@scattergoodfdn
@wareflo
@glhc_hie
@divergentcio
@swsphn
@smartsparkme
@fidelityehr

Top Mentioned in G7:
@klasresearch
@jlschilling22
@jk_jeffery
@joebabaian
@kaysharbor
@rodneyhickman
@wecreateloyalty
@otheradamatklas
@loiskrotz_klas
@ekeeleymoore

Top Mentioned in G8:
@s4pm
@centerhxd
@k_salemoaks
@diffcollab
@unblockhealth
@gerilyn
@hiltonhotels
@caregiveraction
@wegohealth
@gracecordovano

Top Mentioned in G9:
@divergentcio
@samsung
@vthornleymd
@acht_usa
@bossnewsnetwork
@amepilepsysoc
@huffpost
@d
@tv_hiec_chair

Top Mentioned in G10:
@cariumcares
@joebabaian
@hcldr
@amariedauwer
@ownyourcrohns
@drgoodknight
@professormac
@hitlikeagirlpod
@colin_hung
@lygeia

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@sahelhkj
@gamergeeknews
@startupsbot
@evankirstel
@chidambara09
@ottlegalrebels
@huffpost
@richsimmondsza
@magannohate

Top Tweeters in G1:
@evankirstel
@ottlegalrebels
@richsimmondsza
@pfanderson
@cnbc
@andrewmorrisuk
@rf_jenkins
@wsj
@colorstreamedia
@padididit

Top Tweeters in G2:
@sahelhkj
@gamergeeknews
@dominos
@natricer
@blueravefinn
@waze
@theangrymick
@elinsilveous
@lalupuslady
@shereesepubhlth

Top Tweeters in G3:
@mdaware
@jaxdotcom
@2healthguru
@misterchambo
@hcnowradio
@hitechanswers
@wework
@deptvetaffairs
@aslavitt
@jaxbizjournal

Top Tweeters in G4:
@aldo_zaffalon
@drferdowsi
@pardoe_ai
@supplychainsn
@wef
@tomedmonds2
@justbementalist
@google
@armando_ribeiro
@crgonzalez

Top Tweeters in G5:
@magannohate
@nytimes
@politico
@stales
@strangeattract5
@cascadia
@nasdaq
@harvard
@hjsoch
@veteranshealth

Top Tweeters in G6:
@bartandrews
@wareflo
@xzpwedvhhh37i3c
@stuckonsw
@misssophiebot
@reinhartg
@epatientdave
@mededbot
@joyclee
@matt_r_fisher

Top Tweeters in G7:
@caring_mobile
@datadrivencare
@publichealthmap
@barry69104159
@johnshopkins
@utsa
@epi_twit
@ekeeleymoore
@kaysharbor
@ibmwatson

Top Tweeters in G8:
@time
@drjengunter
@alanroygbiv
@hiltonhotels
@wegohealth
@mswz
@ataxia_and_me
@thewalkingdead
@hiltongrandvac
@globalgenes

Top Tweeters in G9:
@sectest9
@huffpost
@authormichael57
@dcarsoncpa_ma
@paulmiller1313
@akdm_bot
@steedmrspeel
@tv_hiec_chair
@dme_jun
@stem_nastics

Top Tweeters in G10:
@womenhealthally
@wheezynurse
@kimberlyanngeo
@mandibpro
@ibdbatman
@healthitnews
@lisadbudzinski
@lisagualtieri
@sahara88uk
@jenndennard