#hcldr, Twitter, 9/16/2019 4:38:09 PM, 209932


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#hcldr_2019-09-16_09-00-02.xlsx
#hcldr_2019-09-16_09-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2019
Short Description:
#hcldr via NodeXL http://bit.ly/307hj9m
@rasushrestha
@colin_hung
@shereesepubhlth
@joebabaian
@nickisnpdx
@jasonawolf
@jameyedwards
@irmaraste
@2healthguru
@fsgoldstein

Top hashtags:
#hcldr
#healthcare
#pinksocks
#suicidepreventionweek
#hitsm
#ai
#cio
#shsmd19

Description:
Description
The graph represents a network of 1,269 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 Monday, 16 September 2019 at 16:00 UTC.

The requested start date was Monday, 16 September 2019 at 00:01 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, 22-hour, 46-minute period from Monday, 02 September 2019 at 00:58 UTC to Sunday, 15 September 2019 at 23:45 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 : 1269
Unique Edges : 2353
Edges With Duplicates : 2692
Total Edges : 5045
Number of Edge Types : 3
Mentions : 3968
Replies to : 457
Tweet : 620
Self-Loops : 620
Reciprocated Vertex Pair Ratio : 0.103748580083302
Reciprocated Edge Ratio : 0.187993138936535
Connected Components : 54
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1103
Maximum Edges in a Connected Component : 4820
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.714503
Graph Density : 0.00181158069271365
Modularity : 0.382435
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[34] 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
[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
[21] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[15] https://hcldr.wordpress.com/2019/09/10/the-hidden-mental-health-epidemic/
[14] https://hcldr.wordpress.com/2019/09/01/implications-of-physician-nurse-shortage/
[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/why-wearables-are-important-and-what-to-expect?utm_content=buffer056c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://thebossmagazine.com/swope-health-services-2/
[10] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a

Top URLs in Tweet in G1:
[15] https://hcldr.wordpress.com/2019/09/10/the-hidden-mental-health-epidemic/
[14] https://hcldr.wordpress.com/2019/09/01/implications-of-physician-nurse-shortage/
[9] https://twitter.com/hcldr/status/1171590178298687488
[8] https://twitter.com/hcldr/status/1171584138316525569
[8] https://twitter.com/hcldr/status/1171587158244651008
[5] https://www.cdc.gov/mmwr/volumes/67/wr/mm6745a1.htm
[5] https://www.atriumhealthfoundation.org/
[5] https://www.ama-assn.org/practice-management/physician-health/how-often-do-physicians-and-medical-students-die-suicide
[4] https://www.phillyvoice.com/study-instagram-photos-can-reveal-signs-depression/
[4] https://findyouranchor.us/

Top URLs in Tweet in G2:
[3] https://twitter.com/PallMedEd/status/1037852267813261312
[3] https://www.atriumhealthfoundation.org/
[2] https://www.healthdatamanagement.com/news/epic-to-gather-records-of-20-million-patients-for-medical-research
[2] https://www.ama-assn.org/practice-management/physician-health/how-often-do-physicians-and-medical-students-die-suicide
[1] https://www.forbes.com/sites/jeanbaptiste/2019/09/12/huawei-ceo-reportedly-offers-to-license-5g-technology-stack-to-american-companies-in-peace-offer-to-trump/
[1] https://hcldr.wordpress.com/2019/08/20/the-importance-of-trust-in-healthcare/amp/?__twitter_impression=true
[1] https://twitter.com/hcldr/status/1158903331466596353
[1] https://twitter.com/hcldr/status/1158900059758399489
[1] https://www.theberylinstitute.org/page/PXPodcast
[1] https://www.cbsnews.com/news/tuition-free-medical-school-how-the-nyu-school-of-medicine-is-going-tuition-free-60-minutes-2019-09-01/

Top URLs in Tweet in G3:
[15] 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
[10] 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
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[6] https://www.blogtalkradio.com/healthtechmedia/2019/09/04/acos-and-value-based-healthcare-nicole-bradberry-flaacos-ceo-weighs-in
[4] http://www.rafaelgrossmann.com/
[3] https://klasresearch.com/resources/blogs/2019/09/05/current-uses-of-ai-in-healthcare?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[2] https://healthblawg.com/2018/04/goldburgh-ntt-himss18.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2018/04/himss18-harlow-healthcare.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2018/08/gropper-hie-one.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G4:
[4] https://participatorymedicine.org/conference/
[3] https://salemoaks.com/its-your-first-day/
[3] https://twitter.com/hcldr/status/1169056734838607877
[3] https://twitter.com/storkbrian/status/1169714985154547712
[3] https://www.linkedin.com/slink?code=giPid-v
[3] https://powerfulpatients.org/event/empowered-patientchat-september-6th/
[2] https://gcaptain.com/remembering-sept-11-boatlift-an-untold-tale-of-911-resilience/
[2] Serve
[2] https://twitter.com/ImDevPodcast/status/1168905937991680001
[2] https://twitter.com/gyncsm/status/1171432607017390081

Top URLs in Tweet in G5:
[19] 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
[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
[12] 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
[11] https://oracle.cioreview.com/cioviewpoint/healthcare-is-at-a-new-crosssection-nid-25044-cid-57.html
[10] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://thebossmagazine.com/swope-health-services-2/
[5] https://twitter.com/fdaoncology/status/1170357310121811971
[4] https://www.npr.org/sections/health-shots/2019/09/11/756090847/how-to-teach-future-doctors-about-pain-in-the-midst-of-the-opioid-crisis
[1] https://twitter.com/womeninmedchat/status/1170865150980759552

Top URLs in Tweet in G6:
[2] https://www.insidehighered.com/admissions/article/2019/01/14/nyu-medical-school-sees-surge-applications-after-going-tuition-free
[2] https://www.dirkstanley.com/2016/02/the-red-sneaker-problem.html?spref=tw
[1] https://pittsburgh.cbslocal.com/2019/09/08/hospital-workers-lost-jobs-ohio-west-virginia/
[1] https://gcaptain.com/remembering-sept-11-boatlift-an-untold-tale-of-911-resilience/
[1] https://www.ama-assn.org/practice-management/physician-health/9-major-institutions-create-healthier-environment-physicians
[1] https://www.symplur.com/healthcare-hashtags/HCLDR/analytics/?hashtag=HCLDR&fdate=09/03/2019&shour=17&smin=30&tdate=09/03/2019&thour=18&tmin=45
[1] https://www.instagram.com/p/B2PtrHvJgRu/?igshid=114958jsqsr2x
[1] https://www.instagram.com/p/B2PtrHvJgRu/
[1] https://twitter.com/sarahgcandler/status/1172496192879640582
[1] https://www.amazon.com/dp/0578554275

Top URLs in Tweet in G7:
[1] https://www.forbes.com/sites/brucejapsen/2019/09/13/walmarts-first-healthcare-services-super-center-opens/#6f6a886a79d2
[1] https://www.healthcareitnews.com/news/digital-identity-verification-one-key-fighting-cybersecurity-threats
[1] https://www.npr.org/templates/story/story.php?storyId=746950433&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://patientengagementhit.com/news/racial-health-disparities-emerge-in-emergency-department-access
[1] https://www.managedhealthcareexecutive.com/news/walmart-launches-digital-healthcare-site
[1] https://www.fiercehealthcare.com/tech/cvs-health-s-digital-executive-we-want-to-create-a-healthcare-experience-as-easy-to-use-and
[1] https://twitter.com/CornellMBA/status/1172223499655700480
[1] https://www.forbes.com/sites/michaelmillenson/2019/09/04/can-rah-rah-blah-blah-and-meh-accelerate-digital-health-innovation/#20e6551f120a
[1] https://www.forbes.com/sites/louiscolumbus/2019/08/28/top-10-most-popular-cybersecurity-certifications-in-2019/

Top URLs in Tweet in G8:
[4] https://www.hcxpinc.com/hcxp100/
[2] https://pxjournal.org/journal/vol6/iss2/7/
[2] https://pxjournal.org/journal/vol6/iss2/8/
[2] https://www.hcxpinc.com/wp-content/uploads/2017/04/HCXP1Sheet_Final.pdf
[2] https://healthitanalytics.com/news/ehr-usability-clear-benefits-drive-adoption-in-behavioral-health
[1] https://www.theberylinstitute.org/events/EventDetails.aspx?id=1254241&group=
[1] https://www.theberylinstitute.org/events/EventDetails.aspx?id=1243093
[1] https://www.theberylinstitute.org/page/MembershipOverview
[1] https://www.theberylinstitute.org/page/PX101
[1] https://www.theberylinstitute.org/events/EventDetails.aspx?id=1253159

Top URLs in Tweet in G9:
[7] http://www.ihi.org/communities/blogs/africa-a-checklist-for-care-in-the-first-hour-after-birth
[6] https://www.healthaffairs.org/do/10.1377/hpb20180622.107025/full/
[6] http://www.ihi.org/communities/blogs/valuing-lived-experience-why-science-is-not-enough
[4] http://www.ihi.org/communities/blogs/3-ways-to-use-community-organizing-methods-to-boost-your-improvement-efforts
[1] http://www.ihi.org/communities/blogs/getting-to-the-roots-of-respect
[1] http://www.ihi.org/communities/blogs/saranya-loehrer-moving-qi-innovation-forward

Top URLs in Tweet in G10:
[1] https://skylightcounselingcenter.com/foundation/
[1] https://twitter.com/MarkMilliganDPT/status/1169264522504392704
[1] https://access2022.ca/story/colin
[1] https://access2022.ca/fr/histoires/colin
[1] https://www.leadmd.com/products/#/product/blbgfgd02fjhghi29b6g
[1] https://twitter.com/MarkMilliganDPT/status/1170009380135297024
[1] https://www.connectedhealthconf.org/boston/2019/news/8-real-patient-experiences-using-digital-health?utm_source=twitter&utm_medium=social&utm_campaign=nurture
[1] https://twitter.com/hcldr/status/1158909874375450624

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[80] brianthomas.me
[52] healthblawg.com
[41] wordpress.com
[27] lww.com
[21] cioreview.com
[20] ihi.org
[18] drperrone.com
[15] klasresearch.com
[11] ama-assn.org

Top Domains in Tweet in G1:
[92] twitter.com
[39] wordpress.com
[5] cdc.gov
[5] atriumhealthfoundation.org
[5] ama-assn.org
[4] phillyvoice.com
[4] findyouranchor.us
[3] higheredtoday.org
[3] osu.edu
[3] hitmc.com

Top Domains in Tweet in G2:
[18] twitter.com
[5] klasresearch.com
[3] ama-assn.org
[3] atriumhealthfoundation.org
[2] healthdatamanagement.com
[1] forbes.com
[1] wordpress.com
[1] theberylinstitute.org
[1] cbsnews.com
[1] healthline.com

Top Domains in Tweet in G3:
[51] healthblawg.com
[25] brianthomas.me
[18] twitter.com
[10] cioreview.com
[10] klasresearch.com
[10] airtime.pro
[7] blogtalkradio.com
[5] spencerhealthsolutions.com
[4] linkedin.com
[4] rafaelgrossmann.com

Top Domains in Tweet in G4:
[31] twitter.com
[5] participatorymedicine.org
[4] powerfulpatients.org
[4] cvent.com
[3] salemoaks.com
[3] linkedin.com
[2] gcaptain.com
[2] aamc.org
[1] atriumhealthfoundation.org
[1] youtube.com

Top Domains in Tweet in G5:
[55] brianthomas.me
[11] cioreview.com
[10] facht.org
[10] thebossmagazine.com
[7] twitter.com
[4] npr.org
[1] pscp.tv
[1] statnews.com
[1] mailchi.mp
[1] nam.edu

Top Domains in Tweet in G6:
[2] insidehighered.com
[2] instagram.com
[2] dirkstanley.com
[1] cbslocal.com
[1] gcaptain.com
[1] ama-assn.org
[1] symplur.com
[1] twitter.com
[1] amazon.com
[1] linkedin.com

Top Domains in Tweet in G7:
[3] forbes.com
[1] healthcareitnews.com
[1] npr.org
[1] patientengagementhit.com
[1] managedhealthcareexecutive.com
[1] fiercehealthcare.com
[1] twitter.com

Top Domains in Tweet in G8:
[6] theberylinstitute.org
[6] hcxpinc.com
[4] pxjournal.org
[2] healthitanalytics.com
[2] apple.com
[2] twitter.com
[1] beckershospitalreview.com
[1] patientengagementhit.com

Top Domains in Tweet in G9:
[19] ihi.org
[6] healthaffairs.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] access2022.ca
[1] skylightcounselingcenter.com
[1] leadmd.com
[1] connectedhealthconf.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1772] hcldr
[261] healthcare
[170] pinksocks
[128] suicidepreventionweek
[125] hitsm
[112] ai
[112] cio
[93] shsmd19
[89] suicideprevention
[82] digitalhealth



Top Hashtags in Tweet in G1:
[945] hcldr
[119] suicidepreventionweek
[88] pinksocks
[70] shsmd19
[47] suicideprevention
[37] hitmc
[35] healthcare
[35] hitsm
[21] ptexp
[13] burnout

Top Hashtags in Tweet in G2:
[101] hcldr
[39] suicideprevention
[18] ai
[17] pinksocks
[15] dhis19
[14] gentrl
[11] hurricanedorian
[11] burnout
[10] medtwitter
[10] shsmd19

Top Hashtags in Tweet in G3:
[167] hcldr
[65] digitalhealth
[60] healthcare
[57] hitsm
[46] ai
[36] cio
[28] leadership
[23] pophealth
[20] boston
[15] himss

Top Hashtags in Tweet in G4:
[111] hcldr
[24] pinksocks
[21] patientchat
[15] nurse
[10] s4pm2019
[10] medx
[8] healthcare
[8] htreads
[8] 2019ggsummit
[8] patientadvocacy

Top Hashtags in Tweet in G5:
[106] hcldr
[76] cio
[69] healthcare
[42] ai
[40] health
[34] wearables
[26] hcsm
[24] technology
[22] samsung
[21] leadership

Top Hashtags in Tweet in G6:
[48] hcldr
[9] linkedin
[9] networking
[5] htreads
[5] somedocs
[4] socialbizchat
[4] medtwitter
[3] meded
[3] womeninmedicine
[3] 100tourtuesday

Top Hashtags in Tweet in G7:
[17] healthcare
[16] hcldr
[15] darkweb
[15] breach
[7] humanizehealthcare
[5] pinksocks
[4] digitalhealth
[3] innovation
[3] addiction
[3] depression

Top Hashtags in Tweet in G8:
[37] patientexperience
[34] hcldr
[23] ptexp
[18] healthcare
[15] px
[12] pxj
[9] tocareishuman
[9] mmj
[9] medicalcannabis
[8] outpatient

Top Hashtags in Tweet in G9:
[8] hcldr
[6] qi
[3] s4pm
[1] maternalhealth
[1] ptexp
[1] ptsafety
[1] opennotes

Top Hashtags in Tweet in G10:
[30] hcldr
[14] chicago
[12] pinksocks
[4] healthcare
[3] hitsm
[2] travel
[2] mentalhealth
[1] travelwarriors
[1] travelerslife
[1] mentalhealthmatters

Top Words
Top Words in Tweet in Entire Graph:
[2710] Words in Sentiment List#1: Positive
[1552] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[59639] Non-categorized Words
[63901] Total Words
[1773] #hcldr
[305] colin_hung
[292] rasushrestha
[288] health
[267] healthcare

Top Words in Tweet in G1:
[945] #hcldr
[235] colin_hung
[124] s
[124] rasushrestha
[122] hcldr
[119] #suicidepreventionweek
[114] suicide
[113] joebabaian
[107] t3
[96] people

Top Words in Tweet in G2:
[129] rasushrestha
[101] #hcldr
[44] physicians
[39] #suicideprevention
[36] health
[36] 5
[36] needs
[36] seriously
[36] 2
[35] depression

Top Words in Tweet in G3:
[167] #hcldr
[94] healthcare
[65] #digitalhealth
[60] #healthcare
[58] gt
[57] #hitsm
[52] icymi
[46] #ai
[41] health
[39] value

Top Words in Tweet in G4:
[111] #hcldr
[24] #pinksocks
[24] s4pm
[22] care
[22] w
[21] #patientchat
[21] gracecordovano
[20] pamressler
[18] friend
[17] patient

Top Words in Tweet in G5:
[106] #hcldr
[76] #cio
[69] #healthcare
[59] health
[42] #ai
[41] healthcare
[40] #health
[34] #wearables
[31] important
[26] #hcsm

Top Words in Tweet in G6:
[48] #hcldr
[18] s
[11] here
[11] shereesepubhlth
[11] up
[10] somedocs
[10] ur
[10] link
[9] wood
[9] connect

Top Words in Tweet in G7:
[48] jameyedwards
[28] data
[28] rah
[28] blah
[17] #healthcare
[17] patients
[16] #hcldr
[15] medical
[15] records
[15] listed

Top Words in Tweet in G8:
[37] #patientexperience
[34] #hcldr
[23] patient
[23] health
[23] #ptexp
[22] care
[20] hcxp
[19] data
[18] berylinstitute
[18] engage

Top Words in Tweet in G9:
[26] theihi
[13] health
[8] #hcldr
[8] need
[8] more
[8] reliably
[8] turn
[8] learn
[8] root
[8] cause

Top Words in Tweet in G10:
[30] #hcldr
[16] friends
[15] foundation
[15] join
[14] #chicago
[14] event
[14] launch
[14] skylight
[13] markmilligandpt
[13] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[83] #hcldr,#suicidepreventionweek
[79] #hcldr,#hitsm
[76] #hcldr,#pinksocks
[76] mental,health
[63] social,media
[56] icymi,gt
[54] #digitalhealth,#hcldr
[46] health,issue
[45] #suicideprevention,needs
[45] needs,taken

Top Word Pairs in Tweet in G1:
[81] #hcldr,#suicidepreventionweek
[50] social,media
[40] #hcldr,#pinksocks
[39] mental,illness
[38] mental,health
[35] week's,#hcldr
[34] 8,30pm
[30] hope,matters
[28] looking,forward
[27] #hcldr,chat

Top Word Pairs in Tweet in G2:
[34] #suicideprevention,needs
[34] needs,taken
[34] taken,seriously
[34] seriously,2
[34] 2,5
[34] 5,physicians
[34] physicians,screen
[34] screen,positive
[34] positive,depression
[34] depression,mental

Top Word Pairs in Tweet in G3:
[53] #digitalhealth,#hcldr
[53] #hcldr,#hitsm
[52] icymi,gt
[33] healthcare,#digitalhealth
[32] harlow,healthcare
[18] #healthcare,leaders
[18] leaders,especially
[18] especially,#boston
[18] #boston,intersystems
[18] intersystems,hosting

Top Word Pairs in Tweet in G4:
[14] friend,#nurse
[14] #nurse,colleague
[14] colleague,theresa
[14] theresa,brown
[14] brown,nails
[14] nails,w
[14] w,ny
[14] ny,times
[14] times,op
[14] op,ed

Top Word Pairs in Tweet in G5:
[30] #health,#healthcare
[24] population,health
[22] #cio,#samsung
[22] #hcldr,#cio
[20] #hcsm,#hcldr
[20] #samsung,#apple
[20] #hcldr,#health
[20] #healthcare,samsung
[20] #cio,#hcldr
[19] artificial,intelligence

Top Word Pairs in Tweet in G6:
[9] wood,connect
[9] connect,#linkedin
[9] #linkedin,s
[9] s,leave
[9] leave,ur
[9] ur,url
[9] url,below
[9] below,s
[9] s,link
[9] link,up

Top Word Pairs in Tweet in G7:
[15] medical,records
[15] records,listed
[15] listed,up
[15] up,1
[15] 1,000
[15] 000,each
[15] each,#darkweb
[15] #darkweb,10x
[15] 10x,average
[15] average,credit

Top Word Pairs in Tweet in G8:
[15] point,care
[12] next,#pxj
[12] #pxj,volume
[12] volume,6
[12] 6,2
[12] capacity,engage
[12] patient,experience
[9] #ptexp,#hcldr
[8] collect,#patientexperience
[8] #patientexperience,feedback

Top Word Pairs in Tweet in G9:
[8] need,more
[8] more,reliably
[8] reliably,turn
[8] turn,learn
[8] learn,root
[8] root,cause
[8] cause,analyses
[8] analyses,stronger
[8] stronger,corrective
[8] corrective,actions

Top Word Pairs in Tweet in G10:
[14] skylight,foundation
[12] please,join
[11] alright,friends
[11] friends,please
[11] join,#chicago
[11] #chicago,skylight
[11] foundation,launch
[11] launch,event
[11] event,honored
[11] honored,support

Top Replied-To
Top Replied-To in Entire Graph:
@colin_hung
@hcldr
@gailzahtz
@shereesepubhlth
@bonniesheeren
@rasushrestha
@joebabaian
@pfanderson
@michaelwroberts
@khanlon

Top Replied-To in G1:
@colin_hung
@hcldr
@gailzahtz
@bonniesheeren
@shereesepubhlth
@pfanderson
@michaelwroberts
@khanlon
@joebabaian
@rasushrestha

Top Replied-To in G2:
@hcldr
@colin_hung
@shereesepubhlth
@dlschermd
@rasushrestha
@drnic1
@amyjose21
@cmoorespeaks
@khanlon
@lisagerrn

Top Replied-To in G3:
@fsgoldstein
@mmmnews
@hcldr
@amia
@aashimatweets

Top Replied-To in G4:
@colin_hung
@joebabaian
@hcldr
@epatientdave
@salemoaks
@profamye
@ranaawdish
@pamressler
@franciegrace
@lygeia

Top Replied-To in G5:
@gina_lundberg
@cardiobot
@creighton
@gailzahtz

Top Replied-To in G6:
@colin_hung
@rasushrestha
@usnehal
@thepatientsside
@nathangrunewald
@askjoyrios
@jamesian
@gailzahtz
@joebabaian
@shereesepubhlth

Top Replied-To in G7:
@jameyedwards

Top Replied-To in G9:
@fcbourgeois

Top Replied-To in G10:
@hcldr

Top Mentioned
Top Mentioned in Entire Graph:
@rasushrestha
@colin_hung
@joebabaian
@hcldr
@jameyedwards
@gailzahtz
@shereesepubhlth
@lalupuslady
@jasonawolf
@pamressler

Top Mentioned in G1:
@colin_hung
@rasushrestha
@joebabaian
@hcldr
@gailzahtz
@lalupuslady
@nathangrunewald
@shereesepubhlth
@nickisnpdx
@amyjose21

Top Mentioned in G2:
@rasushrestha
@colin_hung
@arwmd
@klasresearch
@joebabaian
@insilicomeds
@natur
@mmamas1973
@atriumhealth
@iamritu

Top Mentioned in G3:
@2healthguru
@divergentcio
@irmaraste
@intersystems
@geisingercwlth
@fsgoldstein
@klasresearch
@mayoclinic
@craiglipset
@hcnowradio

Top Mentioned in G4:
@s4pm
@gracecordovano
@pamressler
@k_salemoaks
@jamieroger8
@colin_hung
@rasushrestha
@shereesepubhlth
@profamye
@gailzahtz

Top Mentioned in G5:
@samsung
@divergentcio
@aanmember
@acht_usa
@bossnewsnetwork
@petradmd
@prasannatadi
@actorielle
@imcreighton

Top Mentioned in G6:
@somedocs
@shereesepubhlth
@colin_hung
@gracecordovano
@joebabaian
@hcldr
@rasushrestha
@leahhoustonmd
@fpapro1
@docstrange_1

Top Mentioned in G7:
@jameyedwards
@walmart
@nickisnpdx
@joebabaian
@andrewintech
@rasushrestha
@healthcareitnew
@healtheugene
@vishnu_saxena
@cioshafiq

Top Mentioned in G8:
@berylinstitute
@jasonawolf
@hcxperience
@pxjournal
@reedsmith
@chrisboyer
@lbmedicalcenter
@vaminneapolis
@ohiostate
@pitttweet

Top Mentioned in G9:
@theihi
@bidmchealth
@katebhilton
@health_affairs
@saranya_loehrer
@rasushrestha
@cmd418
@atriumhealth

Top Mentioned in G10:
@markmilligandpt
@rasushrestha
@joebabaian
@colin_hung
@hcldr
@access2022
@drianweissman
@nathangrunewald
@grebeccahaines
@leebeckerdc

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ee
@sahelhkj
@nosqldigest
@southwestair
@startupsbot
@evankirstel
@chidambara09
@billnigh
@clairebotai

Top Tweeters in G1:
@natricer
@pfanderson
@wordfinga
@ecrisishotline
@cathcoste
@elinsilveous
@zorgenzo
@dchou1107
@lalupuslady
@nickisnpdx

Top Tweeters in G2:
@nosqldigest
@billnigh
@calcaware
@themominatrixx
@themuslimhippie
@drferdowsi
@mogulazam
@semmoneglynn
@giasison
@drnic1

Top Tweeters in G3:
@startupsbot
@evankirstel
@chidambara09
@iam__network
@richsimmondsza
@nytimes
@trippbraden
@usatoday
@mercnews
@colorstreamedia

Top Tweeters in G4:
@tiffanyandlupus
@cristo_monte
@dr4sue
@jbbc
@couragesings
@markwwilsonmd
@diversealz
@dobieblue
@authorjchowell
@mightycasey

Top Tweeters in G5:
@slbaldry
@femtech_
@misssophiebot
@mededbot
@kenjaques
@lisadbudzinski
@scicommbot
@drericlevi
@kexp
@divergentcio

Top Tweeters in G6:
@browofjustice
@shereesepubhlth
@angelahemans
@ip4pi
@q_aurelius
@dirkstanley
@dermhag
@kksheld
@jaimespencer1
@usnehal

Top Tweeters in G7:
@sectest9
@clairebotai
@walmart
@forbes
@cybersec_feeds
@npr
@markthespaman
@jldercle
@jpfrioul
@ku5h4l

Top Tweeters in G8:
@caring_mobile
@anvil_gayltr
@datadrivencare
@pharmakaz
@louisebrady17
@deptvetaffairs
@ohiostate
@evariant
@pitttweet
@kaysharbor

Top Tweeters in G9:
@swmstn2
@jenkenward
@agwalker01
@health_affairs
@thelizarmy
@theihi
@lynwilliams10
@sallyfereday
@bostonchildrens
@amiainformatics

Top Tweeters in G10:
@sahelhkj
@southwestair
@jerry_durhampt
@cancergeek
@kimberlyanngeo
@drianweissman
@marketo
@judithconsult
@sarahhaagpt
@veteranshealth


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