#hcldr, Twitter, 11/19/2019 2:11:08 AM, 216700


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#hcldr_2019-11-18_17-54-10.xlsx
#hcldr_2019-11-18_17-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2019
Short Description:
#hcldr via NodeXL http://bit.ly/37g212U
@joebabaian
@rasushrestha
@colin_hung
@irmaraste
@infoway
@gracecordovano
@fsgoldstein
@cascadia
@nickisnpdx
@hcldr

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

Description:
Description
The graph represents a network of 1,336 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 Tuesday, 19 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, 12-hour, 11-minute period from Tuesday, 05 November 2019 at 01:20 UTC to Monday, 18 November 2019 at 13:32 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 : 1336
Unique Edges : 2758
Edges With Duplicates : 3979
Total Edges : 6737
Number of Edge Types : 3
Mentions : 5174
Tweet : 778
Replies to : 785
Self-Loops : 778
Reciprocated Vertex Pair Ratio : 0.118589743589744
Reciprocated Edge Ratio : 0.212034383954155
Connected Components : 62
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1192
Maximum Edges in a Connected Component : 6529
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.868836
Graph Density : 0.00195676063603131
Modularity : 0.340554
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,336 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 Tuesday, 19 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, 12-hour, 11-minute period from Tuesday, 05 November 2019 at 01:20 UTC to Monday, 18 November 2019 at 13:32 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://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
[35] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[25] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[22] 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
[14] 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
[12] https://thebossmagazine.com/swope-health-services-2/
[12] https://twitter.com/hcldr/status/1194438984757153793

Top URLs in Tweet in G1:
[28] 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
[16] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.forbes.com/sites/brucejapsen/2019/11/13/aetna-looks-to-curtail-loneliness-for-medicare-advantage-enrollees/
[14] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[14] 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
[12] https://thebossmagazine.com/swope-health-services-2/
[12] 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://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
[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

Top URLs in Tweet in G2:
[30] https://hcldr.wordpress.com/2019/11/08/the-right-data-the-right-decisions-why-patients-need-access-to-their-health-information/
[13] https://twitter.com/hcldr/status/1194432441621999616
[10] https://twitter.com/hcldr/status/1194435713216864257
[10] https://twitter.com/hcldr/status/1194438984757153793
[8] https://twitter.com/hcldr/status/1194429170136354816
[5] https://hcldr.wordpress.com/2019/11/04/innovations-challenge-in-healthcare/
[5] https://twitter.com/hcldr/status/1191895978158125057
[4] https://www.cnbc.com/2018/06/29/why-telemedicine-is-a-bust.html
[4] https://twitter.com/Colin_Hung/status/1194363936667103232
[4] https://twitter.com/ACCESS2022/status/1194439169826795521

Top URLs in Tweet in G3:
[11] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[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/1193631937346322435
[2] https://www.healthcarenowradio.com/newly-released-podcasts-11-14-19/
[1] https://www.wsj.com/articles/amazon-joins-trend-of-sending-workers-away-for-health-care-11571131801
[1] https://soundcloud.com/hcnradio/behavioral-health?in=hcnradio/sets/pophealth-minutes

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.healthcareittoday.com/2019/11/05/testing-an-undervalued-aspect-of-a-successful-ehr-implementation/
[2] https://www.mobihealthnews.com/news/north-america/digital-therapeutics-map-still-hammering-out-tough-questions?mkt_tok=eyJpIjoiTURZNVlUTXlOMlF3TnpndyIsInQiOiJsbjZaSTRSZUwzUW55UW5vbGlHazBNZGVmMmdyZnpHR1lVNk1ZVlU4K2tnWmJ6MllaektFWDJyNStub3hnR2s1NzJBT0dRRnJwN2VOY2xRdHJEZFdCbjZpRThZSHdYUmpEVXdGR0tzTTQ2YWlMNm5INU56NDRXUlZCd1dscjVcL3EifQ%3D%3D
[2] https://twitter.com/sibloch/status/1191800470626390018
[2] https://www.weforum.org/agenda/2019/06/companies-and-governments-are-paying-people-to-get-healthy-and-it-works
[2] https://catalyst.nejm.org/leadership-education-skills-teachable-vital/
[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

Top URLs in Tweet in G5:
[3] http://stuckonsocialwork.com/2019/11/05/motispark/
[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://link.medium.com/xn3vAn4Vp1
[1] https://register.gotowebinar.com/register/3853371943109086732
[1] https://www.healthcareitnews.com/news/health-systems-upping-investments-remote-patient-monitoring
[1] https://medium.com/whose-health-is-it-anyway/patient-advocacy-a-chat-with-tina-d37ff6f1147f
[1] https://twitter.com/uniteushq/status/1193909182908555264
[1] https://www.yumpu.com/en/document/read/62356234/alternative-payment-models

Top URLs in Tweet in G6:
[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
[1] https://twitter.com/runmarycain/status/1192411785032278024
[1] https://www.healthcarefinancenews.com/news/kaiser-healthcare-community-mourns-loss-ceo-bernie-tyson
[1] https://twitter.com/truenorthcustom/status/1194664989258395648
[1] https://twitter.com/Colin_Hung/status/1191726360558891009

Top URLs in Tweet in G7:
[3] https://www.opennotes.org/news/opennotes-grand-rounds-writing-better-notes/
[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://www.usnewshot.com/speakers/liz-salmi/
[1] https://www.opennotes.org/charlotte-blease-phd-opennotes-keane-scholar/
[1] https://www.healthaffairs.org/do/10.1377/hblog20191108.972878/full/?cookieSet=1
[1] https://twitter.com/WSJ/status/1193959128709947396
[1] https://klasresearch.com/report/remote-patient-monitoring-2019/1532?utm_source=twitter&utm_medium=report&utm_campaign=rodneyh
[1] https://klasresearch.com/resources/blogs/2019/11/15/first-look-home-assistant-solutions-will-drive-new-levels-of-patient-engagement?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh

Top URLs in Tweet in G8:
[3] http://toyotadriverseat.com/community/tssc-childrens-hospitals.htm?utm_sq=fp2ag06i3j&utm_source=Twitter&utm_medium=social&utm_campaign=NCHICAorg&utm_content=Articles
[2] media&utm_medium=social_facebook&utm_campaign=fbintw
[2] https://www.beckershospitalreview.com/consumerism/91-percent-of-providers-want-to-be-more-involved-in-digital-patient-access-initiatives-3-notes.html?utm_sq=g5ijsfstvn&oly_enc_id=0806E5434278B6E&utm_source=Twitter&utm_medium=social&utm_campaign=NCHICAorg&utm_content=Articles
[2] https://nchica.org/nchica-member-spotlight-podcast-featuring-jane-smith-patterson/?utm_sq=ftx7qgv8nk&utm_source=twitter&utm_medium=social&utm_campaign=nchicaorg&utm_content=articles
[1] https://twitter.com/aamctoday/status/1191398682605817858
[1] https://healthsparq.com/blog/how-data-teams-can-succeed-through-failure-with-data-prototyping/
[1] https://www.crisisprevention.com/Blog/violence-against-healthcare-workers
[1] https://twinybots.ch/
[1] https://singularityhub.com/2017/11/16/design-thinking-may-be-your-secret-weapon-for-building-a-greater-good/
[1] https://twitter.com/kidney_boy/status/1193163202881871872

Top URLs in Tweet in G9:
[11] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[10] 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
[9] 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] 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
[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/

Top URLs in Tweet in G10:
[5] https://www.eventbrite.com/e/hcsrn-webinar-a-new-opportunity-to-advance-the-safety-and-effectiveness-of-regulated-products-imeds-tickets-79571417251
[2] https://twitter.com/reaganudall/status/1192544720205029382
[1] https://www.nytimes.com/2019/11/11/upshot/drugs-cost-diabetes.html
[1] https://twitter.com/PeterNeumann11/status/1194659340168450049
[1] https://twitter.com/colin_hung/status/1194645570998153217
[1] https://twitter.com/chrissyfarr/status/1192911039228076033

Top Domains
Top Domains in Tweet in Entire Graph:
[285] twitter.com
[85] brianthomas.me
[48] healthblawg.com
[45] wordpress.com
[25] cioreview.com
[20] forbes.com
[18] lww.com
[16] facht.org
[15] hbr.org
[13] cnbc.com

Top Domains in Tweet in G1:
[66] brianthomas.me
[47] healthblawg.com
[28] twitter.com
[16] facht.org
[16] forbes.com
[14] cioreview.com
[12] thebossmagazine.com
[12] hbr.org
[10] healthdatamanagement.com
[9] cnbc.com

Top Domains in Tweet in G2:
[170] twitter.com
[37] wordpress.com
[9] infoway-inforoute.ca
[5] wsj.com
[4] cnbc.com
[3] access2022.ca
[3] statnews.com
[3] youtube.com
[2] medium.com
[2] nature.com

Top Domains in Tweet in G3:
[16] twitter.com
[13] airtime.pro
[10] soundcloud.com
[4] blogtalkradio.com
[3] healthcarenowradio.com
[2] umc.edu
[2] meetup.com
[1] wsj.com
[1] healthblawg.com
[1] businessinsider.com

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

Top Domains in Tweet in G5:
[7] twitter.com
[5] aha.org
[3] stuckonsocialwork.com
[2] medium.com
[2] pyimagesearch.com
[2] santafenewmexican.com
[1] gotowebinar.com
[1] healthcareitnews.com
[1] yumpu.com
[1] wareflo.com

Top Domains in Tweet in G6:
[9] twitter.com
[1] stanford.edu
[1] statista.com
[1] singularityu.org
[1] nytimes.com
[1] healthcarefinancenews.com
[1] shoutengine.com
[1] govmatters.tv
[1] va.gov
[1] forbes.com

Top Domains in Tweet in G7:
[9] klasresearch.com
[4] opennotes.org
[1] usnewshot.com
[1] healthaffairs.org
[1] twitter.com

Top Domains in Tweet in G8:
[7] racmonitor.com
[6] twitter.com
[4] iconohash.com
[3] icd10monitor.com
[3] cvent.com
[3] toyotadriverseat.com
[2] beckershospitalreview.com
[2] nchica.org
[1] healthsparq.com
[1] crisisprevention.com

Top Domains in Tweet in G9:
[19] brianthomas.me
[18] lww.com
[11] cioreview.com
[6] neurologybuzz.com
[3] healthitanalytics.com
[2] wecreateloyalty.com
[1] kevinmd.com
[1] mysuncoast.com
[1] huffingtonpost.ca
[1] mailchi.mp

Top Domains in Tweet in G10:
[5] eventbrite.com
[5] twitter.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2485] hcldr
[340] healthcare
[191] thinkdigitalhealth
[172] pinksocks
[147] xmed
[138] innovation
[130] hitsm
[121] cio
[114] digitalhealth
[110] ai



Top Hashtags in Tweet in G1:
[561] hcldr
[193] healthcare
[106] xmed
[99] pinksocks
[89] cio
[78] hitsm
[72] innovation
[57] health
[56] ai
[55] digitalhealth

Top Hashtags in Tweet in G2:
[1398] hcldr
[175] thinkdigitalhealth
[30] healthcare
[30] xmed
[29] pinksocks
[26] innovation
[13] digitalhealth
[12] ai
[10] hitsm
[10] unblockhealth

Top Hashtags in Tweet in G3:
[82] hcldr
[42] pophealth
[16] sdoh
[16] jpm20
[14] flaacos19
[13] pinksocks
[11] fsgoldstein
[11] 2healthguru
[11] ces2020
[10] populationhealth

Top Hashtags in Tweet in G4:
[48] hcldr
[12] leadership
[10] pinksocks
[10] innovation
[9] healthitchicks
[8] digitalhealth
[8] toerrishuman
[7] transformingibd
[7] healthcare
[7] ihiforum

Top Hashtags in Tweet in G5:
[41] hcldr
[14] hitsm
[7] healthcare
[6] patientadvocacy
[5] innovation
[5] spsm
[5] natcon19
[5] ruralhealth
[3] valuebasedcare
[3] swtech

Top Hashtags in Tweet in G6:
[31] hcldr
[22] healthcare
[8] digitalhealth
[5] humanizehealthcare
[5] 3dprinting
[4] pinksocks
[4] socialmedia
[3] s4pm
[3] digital
[3] veterans

Top Hashtags in Tweet in G7:
[19] hcldr
[8] klas
[7] hcit
[6] healthcare
[5] healthcareit
[3] patientcenteredcare
[3] patientengagement
[3] patientexperience
[2] hitsm
[2] hcisummit

Top Hashtags in Tweet in G8:
[46] hcldr
[12] healthcare
[12] hcsm
[5] cms
[4] medicare
[3] indushealthplus
[3] icd10
[3] physician
[3] hit
[2] meded

Top Hashtags in Tweet in G9:
[54] hcldr
[35] ai
[32] cio
[20] healthcare
[19] mhealth
[18] neurology
[12] digitalhealth
[12] innovation
[12] healthcareleaders
[11] cto

Top Hashtags in Tweet in G10:
[16] hcldr
[5] bigdata
[3] healthdata
[3] research
[3] data
[2] collaboration
[2] health
[2] healthcare
[1] fridaymotivation
[1] apple

Top Words
Top Words in Tweet in Entire Graph:
[3925] Words in Sentiment List#1: Positive
[1359] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[84371] Non-categorized Words
[89655] Total Words
[2478] #hcldr
[642] health
[520] access
[414] patients
[404] joebabaian

Top Words in Tweet in G1:
[555] #hcldr
[257] rasushrestha
[192] #healthcare
[159] healthcare
[137] joebabaian
[127] health
[106] #xmed
[101] colin_hung
[99] #pinksocks
[89] #cio

Top Words in Tweet in G2:
[1398] #hcldr
[445] access
[390] health
[329] patients
[255] hcldr
[251] joebabaian
[247] colin_hung
[221] infoway
[202] patient
[175] #thinkdigitalhealth

Top Words in Tweet in G3:
[82] #hcldr
[42] #pophealth
[39] fsgoldstein
[29] 2healthguru
[27] panel
[24] live
[22] listen
[20] hcnowradio
[19] week
[18] accenturehealth

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

Top Words in Tweet in G5:
[41] #hcldr
[15] health
[14] #hitsm
[12] care
[12] cariumcares
[10] stuckonsw
[9] data
[8] chronic
[8] disease
[8] join

Top Words in Tweet in G6:
[31] #hcldr
[22] #healthcare
[20] social
[20] media
[18] zeevneuwirth
[16] â
[10] colin_hung
[9] help
[9] boxâ
[8] health

Top Words in Tweet in G7:
[19] #hcldr
[14] patient
[12] myopennotes
[11] klasresearch
[10] notes
[8] #klas
[7] better
[7] #hcit
[6] 4
[6] clinicians

Top Words in Tweet in G8:
[46] #hcldr
[12] #healthcare
[12] #hcsm
[7] diabetes
[7] health
[7] more
[6] daily
[5] nov
[5] read
[4] care

Top Words in Tweet in G9:
[54] #hcldr
[42] health
[35] #ai
[32] new
[30] divergentcio
[29] #cio
[24] healthcare
[20] vthornleymd
[20] #healthcare
[19] #mhealth

Top Words in Tweet in G10:
[16] #hcldr
[8] another
[8] terrific
[8] explainer
[8] aaronecarroll
[8] even
[8] modest
[8] co
[8] payment
[8] cause

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[125] access,health
[111] #hcldr,chat
[108] #hcldr,#thinkdigitalhealth
[106] hcldr,joebabaian
[91] #hcldr,#pinksocks
[84] #hcldr,#xmed
[75] digital,health
[71] patients,need
[69] #hcldr,#hitsm
[65] health,information

Top Word Pairs in Tweet in G1:
[59] #hcldr,#pinksocks
[55] #hcldr,#xmed
[51] #hcldr,#hitsm
[50] #digitalhealth,#hcldr
[48] icymi,gt
[35] innovation's,challenge
[33] #health,#healthcare
[33] shocked,saddened
[33] saddened,news
[33] news,bernardjtyson's

Top Word Pairs in Tweet in G2:
[112] access,health
[102] #hcldr,#thinkdigitalhealth
[81] #hcldr,chat
[81] hcldr,joebabaian
[58] digital,health
[57] patients,need
[56] health,information
[52] health,week
[46] need,access
[45] health,records

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:
[9] #hcldr,#hitsm
[8] chronic,disease
[6] published,latest
[6] latest,#patientadvocacy
[6] #patientadvocacy,blog
[6] blog,hear
[6] hear,tina
[6] tina,journey
[6] journey,managing
[6] managing,chronic

Top Word Pairs in Tweet in G6:
[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 G7:
[7] better,notes
[5] notes,patients
[5] klasresearch,blog
[4] miss,hear
[4] hear,4
[4] 4,researchers
[4] researchers,clinicians
[4] clinicians,talk
[4] talk,learning
[4] learning,writing

Top Word Pairs in Tweet in G8:
[12] #hcsm,#hcldr
[4] daily,conversation
[4] conversation,report
[4] report,ready
[4] ready,#hcldr
[4] #hcldr,nov
[4] read,more
[3] academic,medicine
[3] #healthcare,#hcsm
[3] toyota,engineer

Top Word Pairs in Tweet in G9:
[11] divergentcio,healthcare
[11] healthcare,new
[11] new,cross
[11] cross,section
[11] section,#cio
[11] #cio,#cio
[11] #cio,#cto
[11] #cto,#hcldr
[11] #hcldr,#innovation
[11] #innovation,#ai

Top Word Pairs in Tweet in G10:
[8] another,terrific
[8] terrific,explainer
[8] explainer,aaronecarroll
[8] aaronecarroll,even
[8] even,modest
[8] modest,co
[8] co,payment
[8] payment,cause
[8] cause,people
[8] people,skip

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
@vishnu_saxena
@joebabaian
@coffeemommy
@sandrawoodsmtl
@hcldr
@pat_health
@pfanderson
@gilmanfamily
@brysk_

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

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

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

Top Replied-To in G6:
@bravebosom
@intersystems
@davidfajgenbaum
@colin_hung
@nasdaq
@zeevneuwirth
@lygeia

Top Replied-To in G7:
@rphteach

Top Replied-To in G10:
@chrissyfarr
@barbyingle
@akkitwts
@drjasik

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

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

Top Mentioned in G2:
@joebabaian
@infoway
@colin_hung
@hcldr
@brysk_
@drrbhyat
@nathangrunewald
@gracecordovano
@anetto
@access2022

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

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

Top Mentioned in G5:
@cariumcares
@stuckonsw
@ahahospitals
@scattergoodfdn
@joebabaian
@wareflo
@amariedauwer
@smartsparkme
@fidelityehr
@lygeia

Top Mentioned in G6:
@zeevneuwirth
@veteranshealth
@colin_hung
@vhainnovation
@cascadia
@leebeckerdc
@erictopol
@arthurallen202
@politico

Top Mentioned in G7:
@klasresearch
@myopennotes
@jk_jeffery
@joebabaian
@bidmchealth
@usnhot
@thelizarmy
@rodneyhickman
@otheradamatklas
@loiskrotz_klas

Top Mentioned in G8:
@nchicaorg
@healthsparq
@racmonitor

Top Mentioned in G9:
@divergentcio
@vthornleymd
@jlschilling22
@amepilepsysoc
@kaysharbor
@huffpost
@wecreateloyalty
@brianhilligoss
@cascadia
@ergunnyc

Top Mentioned in G10:
@aaronecarroll
@researchmatters
@hcsrn
@chrissyfarr
@kenraytaylor
@kpchr
@deptpopmed
@upshotnyt
@thenamedicine

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

Top Tweeters in G1:
@sectest9
@evankirstel
@ottlegalrebels
@richsimmondsza
@cnbc
@andrewmorrisuk
@rf_jenkins
@colorstreamedia
@padididit
@thehipposhoe

Top Tweeters in G2:
@sahelhkj
@gamergeeknews
@dominos
@natricer
@pfanderson
@blueravefinn
@wsj
@waze
@billwongot
@theangrymick

Top Tweeters in G3:
@mdaware
@jaxdotcom
@2healthguru
@hcnowradio
@hitechanswers
@healtheugene
@deptvetaffairs
@livestrong
@jaxbizjournal
@futuredocs

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

Top Tweeters in G5:
@bartandrews
@wareflo
@xzpwedvhhh37i3c
@stuckonsw
@reinhartg
@wheezynurse
@kimberlyanngeo
@mandibpro
@healthitnews
@matt_r_fisher

Top Tweeters in G6:
@magannohate
@nytimes
@politico
@strangeattract5
@cascadia
@nasdaq
@harvard
@hjsoch
@veteranshealth
@erictopol

Top Tweeters in G7:
@barry69104159
@johnshopkins
@health_affairs
@lisafieldsms
@thelizarmy
@ekeeleymoore
@ibmwatson
@aprilm2011
@healthcatalyst
@datarobot

Top Tweeters in G8:
@amruthasuri
@iconohash
@tchanmd
@kia
@sturdymckee
@cpi_training
@a
@fittmd
@cchl_ccls
@healthsparq

Top Tweeters in G9:
@huffpost
@caring_mobile
@authormichael57
@paulmiller1313
@dme_jun
@datadrivencare
@publichealthmap
@urbansqr
@epstrong
@gallahercaren

Top Tweeters in G10:
@chidambara09
@estarianne
@tmwinsett
@manifattura40
@upshotnyt
@aaronecarroll
@anndavisgarvin
@chrissyfarr
@nejm
@barbyingle


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