#hcldr, Twitter, 6/3/2019 10:35:51 PM, 198909


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#hcldr_2019-06-03_10-50-12.xlsx
#hcldr_2019-06-03_10-50-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2019
Short Description:
#hcldr via NodeXL http://bit.ly/2WK9Knr
@joebabaian
@rasushrestha
@colin_hung
@pfanderson
@jameyedwards
@2healthguru
@who
@eonhealth
@healthythinker
@jk_jeffery

Top hashtags:
#hcldr
#pinksocks
#healthcare
#hitsm
#leadership
#ptsd
#digitalhealth
#hcsm
#meded
#hitmc

Description:
Description
The graph represents a network of 1,268 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, 03 June 2019 at 17:50 UTC.

The requested start date was Monday, 03 June 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, 39-minute period from Monday, 20 May 2019 at 01:20 UTC to Monday, 03 June 2019 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1268
Unique Edges : 2533
Edges With Duplicates : 3276
Total Edges : 5809
Number of Edge Types : 3
Mentions : 4467
Tweet : 635
Replies to : 707
Self-Loops : 635
Reciprocated Vertex Pair Ratio : 0.103510028653295
Reciprocated Edge Ratio : 0.187601428107757
Connected Components : 77
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1086
Maximum Edges in a Connected Component : 5578
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.956144
Graph Density : 0.00191776694992269
Modularity : 0.347271
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://digitalhealthtoday.com/podcasts/
[14] https://twitter.com/hcldr/status/1131002737972396033
[12] https://hcldr.wordpress.com/2019/05/21/following-the-leader-in-healthcare/
[11] https://www.wsj.com/articles/data-challenges-are-halting-ai-projects-ibm-executive-says-11559035800?redirect=amp#click=https://t.co/frSKk4vcaD
[11] https://twitter.com/hcldr/status/1131006008929599488
[11] https://twitter.com/hcldr/status/1130999717255557122
[10] https://www.latimes.com/politics/la-pol-ca-alexa-google-home-privacy-rules-california-20190528-story.html
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[9] http://www.edmariano.com/archives/1447
[9] https://www.healthcarenowradio.com/programs/interviewsnow/

Top URLs in Tweet in G1:
[14] https://twitter.com/hcldr/status/1131002737972396033
[10] https://hcldr.wordpress.com/2019/05/21/following-the-leader-in-healthcare/
[10] https://twitter.com/hcldr/status/1130999717255557122
[9] https://twitter.com/hcldr/status/1131006008929599488
[8] https://hcldr.wordpress.com/2019/05/27/veterans-ptsd/
[7] https://twitter.com/hcldr/status/1133539452754780165
[6] https://expo.health/
[6] https://www.expo.health/program
[5] https://www.bloomberg.com/news/features/2019-05-16/insurance-covers-mental-health-but-good-luck-using-it
[5] https://twitter.com/hcldr/status/1133536181113765888

Top URLs in Tweet in G2:
[6] https://www.latimes.com/politics/la-pol-ca-alexa-google-home-privacy-rules-california-20190528-story.html
[6] https://www.wsj.com/articles/data-challenges-are-halting-ai-projects-ibm-executive-says-11559035800?redirect=amp#click=https://t.co/frSKk4vcaD
[2] https://twitter.com/AviBhar/status/1130978966716801024
[2] https://twitter.com/corinnelgray/status/1134616818319089666
[1] https://twitter.com/HealthXPh/status/1129742867298213889
[1] https://www.vice.com/en_us/article/wjvxk5/project-hospital-is-a-great-way-to-understand-our-broken-healthcare-system
[1] https://twitter.com/RasuShrestha/status/1103276870534086656
[1] https://www.forbes.com/sites/kaleighmoore/2019/05/31/how-tech-is-driving-innovation-in-the-retail-sector/
[1] https://www.cnbc.com/2019/05/24/fda-approves-novartis-2-million-spinal-muscular-atrophy-gene-therapy.html
[1] https://twitter.com/treverburgon/status/1133940800394448897

Top URLs in Tweet in G3:
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[9] https://www.healthcarenowradio.com/programs/interviewsnow/
[3] https://www.rbrlondon.com/wp-content/uploads/2019/05/GA24_Press_Release_200519.pdf
[3] https://www.intersystems.com/pulse-blog/three-advancements-in-mental-health-a-reflection-on-mental-health-month/
[2] https://www.blog.google/technology/health/lung-cancer-prediction/
[2] https://www.eventbrite.com/e/hitmc-hcldr-pinksocks-hitsm-meetup-atlanta-june-11-tickets-61857295837
[1] https://twitter.com/drvantilburg/status/1135294627857281025
[1] https://twitter.com/chrissyfarr/status/1135191885671260161
[1] https://twitter.com/HCNowRadio/status/1131250894060883968
[1] https://twitter.com/treebaa/status/1130542369718329345

Top URLs in Tweet in G4:
[5] https://twitter.com/NLashutka/status/1131318072034365440
[5] https://www.who.int/news-room/detail/25-05-2019-world-health-assembly-update#.XOthBbVwzE1.twitter
[3] https://twitter.com/womeninmedchat/status/1132545837848977408
[3] https://twitter.com/EdKimMDLCI/status/1134899556582338560
[3] https://twitter.com/bidencancer/status/1134897193800929283
[3] https://hcldr.wordpress.com/2019/05/13/tough-questions-about-patient-experience/
[2] https://www.theguardian.com/commentisfree/ng-interactive/2019/jan/15/the-proudest-day-of-graces-life-was-graduating-as-a-doctor-then-she-began-treating-patients
[2] https://www.jointcommissionjournal.com/article/S1553-7250(17)30576-7/fulltext#.XOtdmpAmw4s.twitter
[2] https://www.ncbi.nlm.nih.gov/pubmed/31024645
[2] https://twitter.com/claireekt/status/1130515067311669249

Top URLs in Tweet in G5:
[3] https://www.fiercehealthcare.com/payer/largest-health-disparity-growth-20-years-seen-among-more-and-less-educated-white-adults
[2] https://www.mobihealthnews.com/content/north-america/tyto-care-launches-epics-app-orchard-will-integrate-mychart?mkt_tok=eyJpIjoiWVdVd1pXRTNPVGswT1RJdyIsInQiOiI4SUdURmJ2bUxFQ1JlVnh0ZDd6T3NmTnphOVFTS1l6VUxmU2JMV0Yzb0hDaFBCK3J1d1dIeVVsZTBzdE52XC9neE51VHg4OFhSMjR2Y1NEYjROdEdwYmxVVnQzNDloUWVLXC9HM0cwTkg2SUpJN3g3VnNBVk1abmY2RmxzWFwvSEs0cCJ9
[1] https://qz.com/work/1629015/
[1] https://twitter.com/erictlevine/status/1133889863101509632
[1] https://www.vaticannews.va/en/pope/news/2019-05/pope-to-healthcare-workers-treat-the-sick-as-people-not-as-num.html
[1] https://www.healthcareitnews.com/news/europe/transformers-chief-navigating-digital-redesign
[1] https://www.nih.gov/news-events/news-releases/leveraging-information-technology-address-health-disparities
[1] https://healthitsecurity.com/news/majority-of-medical-devices-are-running-on-legacy-systems
[1] https://www.statnews.com/2019/05/24/hold-novartis-zolgensma-approval/?utm_campaign=breaking_news&utm_source=hs_email&utm_medium=email&utm_content=73029318&_hsenc=p2ANqtz-8B7AZ-mE_HtzQRZLAIEWKPzEK_FrE8LSlDmBeDBQKdKaDRpzvqZdNSaYwVg9XmlDb8zBrC1os6DB6t-44i5AU3gVSOyQ&_hsmi=73029318
[1] https://himsstv.brightcovegallery.com/detail/videos/latest-videos/video/6039487861001/naomi-fried-on-entering-the-drug-and-digital-era?autoStart=true

Top URLs in Tweet in G6:
[3] https://healthblawg.com/2018/01/sms-phi-cms.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.nihcm.org/categories/sources-and-burden-of-opioid-deaths
[3] https://www.poynter.org/reporting-editing/2019/there-are-three-nurses-for-every-doctor-in-the-u-s-but-nurses-appear-as-sources-in-only-2-of-health-care-stories/
[2] https://thehill.com/policy/healthcare/445263-bipartisan-senators-reveal-sweeping-health-care-package#.XOfkFcURidQ.twitter
[2] https://healthblawg.com/2018/07/kvedar-connected-health.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
[2] https://healthblawg.com/2018/01/shrestha-healthcare-innovation.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2019/02/data-analytics-insurance.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://ow.ly/mAsA300qXE0
[1] https://www.statnews.com/2019/05/20/after-forced-sale-patientslikeme-founder-frets-that-u-s-policy-could-chill-collaboration-in-biotech/

Top URLs in Tweet in G7:
[1] https://twitter.com/chrissyfarr/status/1135191885671260161
[1] https://www.idigitalhealth.com/news/tips-select-startup-partners-health-systems
[1] https://link.medium.com/JAW9el6rQW
[1] https://medium.com/whose-health-is-it-anyway/cms-paving-the-way-for-consumer-centric-care-eb7e3dbc8ad6
[1] https://medium.com/whose-health-is-it-anyway/advocacy-program-a-chat-with-cat-6a2b4e0922de
[1] https://www.youtube.com/watch?v=JkTq-_kPoas&feature=youtu.be

[1] https://thehealthcareblog.com/blog/2019/05/24/perspectives-on-working-with-healthcare-systems-for-digital-start-up-companies-part-2/
[1] https://thehealthcareblog.com/blog/2019/05/23/perspectives-on-working-with-healthcare-systems-for-digital-start-up-companies-part-1/
[1] https://www.idigitalhealth.com/news/what-would-it-take-for-social-media-to-help-treat-mental-health
[1] https://twitter.com/TechNurseJon/status/1134454714542829569

Top URLs in Tweet in G8:
[1] https://twitter.com/erictopol/status/1132344065389867009

Top URLs in Tweet in G9:
[4] https://klasresearch.com/resources/blogs/2019/05/23/leaving-a-legacy-with-the-arch-collaborative?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[3] https://klasresearch.com/report/opioid-prescription-intelligence-2019/1372?utm_source=twitter&utm_medium=report&utm_campaign=rodneyh
[2] https://klasresearch.com/report/payer-it-consulting-2019/1464?utm_source=twitter&utm_medium=report&utm_campaign=rodneyh
[2] https://klasresearch.com/report/practice-management-11plus-physicians-2019/1377?utm_source=twitter&utm_medium=report&utm_campaign=rodneyh
[2] https://klasresearch.com/resources/blogs/2019/05/28/the-value-of-dhis19-international?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[1] https://www.youtube.com/watch?v=xhm_kuw-XL8

[1] https://virencehealth.com/blog/unlock-higher-productivity-and-improved-collections

Top URLs in Tweet in G10:
[3] 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
[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] https://dirkmd.blogspot.com/2019/04/culture-terminology-and-emr-usability.html?spref=tw
[2] https://dirkmd.blogspot.com/2019/04/highlights-from-last-250-years-of.html?spref=tw
[1] https://www.aamc.org/professional-development
[1] https://tiny.cc/ukiredocs
[1] http://r.socialstudio.radian6.com/3746840c-9dd6-4417-9f64-7056bc5c4d63
[1] https://www.aha.org/aha-rural-health-care-leadership-conference
[1] https://pages.pointclickcare.com/BTG-WI.html
[1] https://www.beckershospitalreview.com/hospital-management-administration/a-south-carolina-hospital-s-surgical-checklist-adoption-rate-was-30-why-it-s-now-100.html?origin=qualitye&utm_source=qualitye

Top Domains
Top Domains in Tweet in Entire Graph:
[257] twitter.com
[57] healthblawg.com
[37] wordpress.com
[18] digitalhealthtoday.com
[15] lww.com
[14] expo.health
[13] nih.gov
[13] wsj.com
[13] klasresearch.com
[10] latimes.com

Top Domains in Tweet in G1:
[142] twitter.com
[31] wordpress.com
[12] expo.health
[7] getsocialhealth.com
[6] nih.gov
[5] bloomberg.com
[4] intersystems.com
[4] wsj.com
[3] theguardian.com
[3] amazon.com

Top Domains in Tweet in G2:
[13] twitter.com
[6] latimes.com
[6] wsj.com
[1] vice.com
[1] forbes.com
[1] cnbc.com
[1] hfma.org
[1] linkedin.com
[1] theriveter.co
[1] lnkd.in

Top Domains in Tweet in G3:
[17] twitter.com
[10] airtime.pro
[9] healthcarenowradio.com
[3] rbrlondon.com
[3] intersystems.com
[2] wordpress.com
[2] blog.google
[2] eventbrite.com
[2] expo.health
[1] singularityhub.com

Top Domains in Tweet in G4:
[24] twitter.com
[14] lww.com
[5] who.int
[4] healthblawg.com
[3] wordpress.com
[2] theguardian.com
[2] jointcommissionjournal.com
[2] nih.gov
[1] containmedical.com
[1] thedoctorweighsin.com

Top Domains in Tweet in G5:
[4] mobihealthnews.com
[3] fiercehealthcare.com
[2] statnews.com
[2] medcitynews.com
[1] qz.com
[1] twitter.com
[1] vaticannews.va
[1] healthcareitnews.com
[1] nih.gov
[1] healthitsecurity.com

Top Domains in Tweet in G6:
[53] healthblawg.com
[6] twitter.com
[3] nihcm.org
[3] poynter.org
[2] thehill.com
[2] ow.ly
[1] statnews.com
[1] apnews.com
[1] cisomag.com
[1] academyhealth.org

Top Domains in Tweet in G7:
[5] twitter.com
[3] medium.com
[2] idigitalhealth.com
[2] thehealthcareblog.com
[1] youtube.com
[1] mdmag.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[13] klasresearch.com
[1] youtube.com
[1] virencehealth.com

Top Domains in Tweet in G10:
[5] blogspot.com
[4] iconohash.com
[3] twitter.com
[3] nchica.org
[3] toyotadriverseat.com
[1] aamc.org
[1] tiny.cc
[1] radian6.com
[1] aha.org
[1] pointclickcare.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2200] hcldr
[196] pinksocks
[163] healthcare
[162] hitsm
[126] leadership
[125] ptsd
[117] digitalhealth
[97] hcsm
[72] meded
[72] hitmc



Top Hashtags in Tweet in G1:
[1478] hcldr
[116] ptsd
[110] pinksocks
[72] hitsm
[59] healthcare
[46] hitmc
[37] leadership
[25] s4pm
[24] patients
[20] ptexp

Top Hashtags in Tweet in G2:
[110] hcldr
[67] leadership
[52] pinksocks
[16] healthcare
[9] healthit
[6] alexa
[6] ai
[6] analytics
[6] data
[6] ptexp

Top Hashtags in Tweet in G3:
[109] hcldr
[27] phychat
[17] hitsm
[17] hitmc
[15] pophealth
[15] swtech
[14] interoperability
[13] digitalhealth
[12] healthcare
[11] theincrementalist

Top Hashtags in Tweet in G4:
[61] hcldr
[48] hcsm
[45] meded
[34] foamed
[20] womeninmedicine
[20] girlmedtwitter
[20] medtwitter
[20] somedocs
[20] heforshe
[16] patientsafety

Top Hashtags in Tweet in G5:
[25] hcldr
[16] healthcare
[13] digitalhealth
[11] pinksocks
[10] healthitchicks
[9] innovation
[8] iot
[7] humanizehealthcare
[6] telehealth
[5] ehr

Top Hashtags in Tweet in G6:
[96] hcldr
[53] digitalhealth
[52] hitsm
[5] ptexp
[5] bcsm
[4] lcsm
[3] infographic
[3] opioidcrisis
[3] pinksocks
[3] arm19

Top Hashtags in Tweet in G7:
[29] hcldr
[6] hitsm
[6] healthit
[5] mcsmn
[5] hcmktg
[5] hcsm
[3] hitmc
[3] digitalhealth
[3] startups
[2] pinksocks

Top Hashtags in Tweet in G8:
[10] hcldr
[8] healthcare
[5] lcsm
[5] hcsm
[4] hcit
[3] ff
[3] followfriday
[3] pinksocks
[2] pulmonary
[2] ats2019

Top Hashtags in Tweet in G9:
[10] klas
[7] hcldr
[5] healthcare
[4] healthcareit
[4] healthtech
[2] ahrq
[2] questionbuilder
[2] cio
[2] digitalhealth
[2] investor

Top Hashtags in Tweet in G10:
[38] hcldr
[7] healthcare
[5] hit
[4] google
[4] healthit
[4] somedocs
[3] cmio
[3] informatics
[3] nchicalegend
[2] hcmktg

Top Words
Top Words in Tweet in Entire Graph:
[3429] Words in Sentiment List#1: Positive
[1216] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[69151] Non-categorized Words
[73796] Total Words
[2198] #hcldr
[331] hcldr
[300] joebabaian
[296] healthcare
[266] rasushrestha

Top Words in Tweet in G1:
[1478] #hcldr
[313] hcldr
[265] joebabaian
[221] colin_hung
[200] gailzahtz
[183] s
[159] pfanderson
[146] rasushrestha
[146] people
[145] t1

Top Words in Tweet in G2:
[115] rasushrestha
[110] #hcldr
[67] #leadership
[52] #pinksocks
[39] example
[38] position
[38] title
[38] action
[38] cory
[38] booker

Top Words in Tweet in G3:
[109] #hcldr
[27] #phychat
[26] healthythinker
[26] healthcare
[24] 2healthguru
[19] hcnowradio
[19] drnic1
[19] w
[17] #hitsm
[17] #hitmc

Top Words in Tweet in G4:
[61] #hcldr
[48] #hcsm
[45] #meded
[34] #foamed
[24] healthcare
[20] please
[20] join
[20] #womeninmedicine
[20] chat
[20] #girlmedtwitter

Top Words in Tweet in G5:
[25] #hcldr
[22] jameyedwards
[16] #healthcare
[15] medical
[13] naomifried
[13] #digitalhealth
[12] see
[11] researchers
[11] #pinksocks
[10] digital

Top Words in Tweet in G6:
[96] #hcldr
[55] icymi
[55] gt
[53] #digitalhealth
[52] #hitsm
[50] healthcare
[37] harlow
[25] health
[14] hugooc
[13] coffeemommy

Top Words in Tweet in G7:
[29] #hcldr
[10] colin_hung
[8] read
[8] thanks
[7] gailzahtz
[7] today
[7] thcbstaff
[6] health
[6] #hitsm
[6] april

Top Words in Tweet in G8:
[10] #hcldr
[8] #healthcare
[7] t
[5] #lcsm
[5] #hcsm
[5] s
[4] mcuban
[4] #hcit
[4] datainsightsinc
[4] ignore

Top Words in Tweet in G9:
[13] klasresearch
[10] #klas
[8] rodneyhickman
[7] 2019
[7] report
[7] #hcldr
[6] blog
[5] #healthcare
[4] value
[4] #healthcareit

Top Words in Tweet in G10:
[38] #hcldr
[7] #healthcare
[7] gt
[5] more
[5] #hit
[5] ready
[4] summit
[4] #google
[4] s
[4] #healthit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[104] #hcldr,#pinksocks
[74] #hcldr,#hitsm
[69] #digitalhealth,#hcldr
[62] #hcldr,blog
[61] icymi,gt
[53] mental,health
[52] #pinksocks,#hcldr
[52] #leadership,position
[52] position,title
[52] title,action

Top Word Pairs in Tweet in G1:
[47] #hcldr,#pinksocks
[47] #hcldr,blog
[45] storkbrian,hcldr
[44] mental,health
[43] colin_hung,joebabaian
[39] following,leader
[37] make,sure
[37] #pinksocks,#hcldr
[35] leader,healthcare
[32] #hcldr,chat

Top Word Pairs in Tweet in G2:
[41] #hcldr,#pinksocks
[38] #leadership,position
[38] position,title
[38] title,action
[38] action,example
[38] example,cory
[38] cory,booker
[38] booker,#hcldr
[37] rasushrestha,#leadership
[21] cvshealth,aetna

Top Word Pairs in Tweet in G3:
[14] healthcare,trying
[14] trying,achieve
[14] achieve,#interoperability
[14] #interoperability,#hitsm
[14] #hitsm,#hitmc
[14] #hitmc,#swtech
[14] #swtech,#hcldr
[13] use,social
[13] stuckonsw,healthcare
[12] social,media

Top Word Pairs in Tweet in G4:
[34] #meded,#foamed
[21] #foamed,#hcsm
[20] please,join
[20] join,#womeninmedicine
[20] #womeninmedicine,chat
[20] chat,#girlmedtwitter
[20] #girlmedtwitter,#medtwitter
[20] #medtwitter,#meded
[20] #hcsm,#somedocs
[20] #somedocs,#heforshe

Top Word Pairs in Tweet in G5:
[9] medical,devices
[8] researchers,determined
[8] determined,39
[8] 39,#iot
[8] #iot,53
[8] 53,common
[8] common,medical
[8] devices,still
[8] still,operating
[8] operating,traditional

Top Word Pairs in Tweet in G6:
[55] icymi,gt
[52] #digitalhealth,#hcldr
[52] #hcldr,#hitsm
[35] harlow,healthcare
[33] healthcare,#digitalhealth
[8] hugooc,healthprivacy
[7] healthblawg,icymi
[5] healthprivacy,survivorshipit
[5] survivorshipit,kpdor
[5] kpdor,kpchr

Top Word Pairs in Tweet in G7:
[6] gailzahtz,april
[6] april,#hcldr
[6] #hcldr,bfmack
[6] bfmack,mloxton
[6] mloxton,colin_hung
[6] colin_hung,lgin412
[6] lgin412,mariahwrites
[6] mariahwrites,blestbutstrest
[6] blestbutstrest,kldavid
[6] kldavid,pfanderson

Top Word Pairs in Tweet in G8:
[5] #hcsm,#hcldr
[4] t,ignore
[4] ignore,greatest
[4] greatest,value
[4] value,#healthcare
[4] #healthcare,relationship
[4] relationship,between
[4] between,patient
[4] patient,caregiver
[4] caregiver,s

Top Word Pairs in Tweet in G9:
[7] 2019,klasresearch
[7] klasresearch,report
[7] report,#klas
[6] klasresearch,blog
[4] leaving,legacy
[4] legacy,arch
[4] arch,collaborative
[4] collaborative,klasresearch
[4] blog,ukpenguin
[4] ukpenguin,rachel

Top Word Pairs in Tweet in G10:
[4] daily,conversation
[4] conversation,report
[4] report,ready
[4] ready,#hcldr
[3] eruptr,s
[3] s,client
[3] client,summit
[3] summit,google
[3] google,chicago
[3] #healthcare,#hcldr

Top Replied-To
Top Replied-To in Entire Graph:
@gailzahtz
@hcldr
@pfanderson
@joebabaian
@colin_hung
@jk_jeffery
@barbyingle
@aecothron
@debralindh
@askdrfitz

Top Replied-To in G1:
@gailzahtz
@pfanderson
@joebabaian
@hcldr
@colin_hung
@jk_jeffery
@barbyingle
@debralindh
@aecothron
@nathangrunewald

Top Replied-To in G2:
@maggiekeresteci
@joebabaian
@brianlrman
@aecothron
@norarahimian
@mrsgomezmd
@budoylim
@karenatxmh
@colin_hung
@cascadia

Top Replied-To in G3:
@sklasko
@storkbrian

Top Replied-To in G5:
@michaelwardrn
@solerahealth
@google

Top Replied-To in G6:
@researchmatters
@danielrskinner
@dianabuist
@viet_pa
@jamesian
@askdrfitz
@joebabaian

Top Replied-To in G7:
@jk_jeffery
@altspacevr

Top Replied-To in G8:
@datainsightsinc

Top Mentioned
Top Mentioned in Entire Graph:
@hcldr
@rasushrestha
@joebabaian
@colin_hung
@gailzahtz
@pfanderson
@epatientdave
@jk_jeffery
@aecothron
@emoriartywade

Top Mentioned in G1:
@hcldr
@joebabaian
@colin_hung
@rasushrestha
@gailzahtz
@pfanderson
@epatientdave
@jk_jeffery
@barbyingle
@aecothron

Top Mentioned in G2:
@rasushrestha
@cvshealth
@aetna
@joebabaian
@hfmaorg
@himss
@berylinstitute
@colin_hung
@ibm
@sacjai

Top Mentioned in G3:
@healthythinker
@2healthguru
@hcnowradio
@drnic1
@stuckonsw
@shereesepubhlth
@chrissyfarr
@austinchiangmd
@fsgoldstein
@colin_hung

Top Mentioned in G4:
@pipsqc
@petradmd
@kgshojania
@healthblawg
@brian_m_wong
@womeninmedchat
@compareedu
@actorielle
@atlanticlive
@repugen_

Top Mentioned in G5:
@jameyedwards
@naomifried
@teladoc
@tytocare
@bostonchildrens
@epic
@apple
@fiercehealth
@lacktman
@cloudbreakhlth

Top Mentioned in G6:
@hugooc
@coffeemommy
@healthblawg
@healthprivacy
@researchmatters
@ucdavis_nursing
@redwoofer
@academyhealth
@kimkater
@survivorshipit

Top Mentioned in G7:
@colin_hung
@gailzahtz
@bfmack
@mloxton
@lgin412
@mariahwrites
@blestbutstrest
@kldavid
@pfanderson
@jaredpiano

Top Mentioned in G8:
@mcuban
@amypearsonmd
@who
@datainsightsinc
@hiteshbatra921
@chrisneville84
@arpanashokpatel
@swimdutta
@nfcr
@bquirkquirk

Top Mentioned in G9:
@klasresearch
@rodneyhickman
@ukpenguin
@affirmhealth
@apprisshealth
@accenture
@change_hc
@cognizant
@advancedmd
@allscripts

Top Mentioned in G10:
@nchicaorg
@dirkstanley
@aamcprofdev

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@rapplerdotcom
@businessinsider
@valaafshar
@natricer
@pfanderson
@cnbc
@wsj
@caring_mobile
@ft

Top Tweeters in G1:
@evankirstel
@valaafshar
@pfanderson
@buzzfeed
@allentien
@forbes
@jerry_durhampt
@tiffanyandlupus
@wareflo
@mah_ree_oh4

Top Tweeters in G2:
@drferdowsi
@tomvarghesejr
@cancergeek
@aldo_zaffalon
@lsaldanamd
@hitpol
@medivizor
@givoly
@dnaed_tech
@rasushrestha

Top Tweeters in G3:
@wsj
@google
@2healthguru
@roseperson
@drnic1
@cd_fuller
@stuckonsw
@cfr_org
@neilflochmd
@hitechanswers

Top Tweeters in G4:
@iamukasa
@datadrivencare
@misssophiebot
@justask
@drfna
@mededbot
@atlanticlive
@alanjcard
@sherrypollex
@marydixonwoods

Top Tweeters in G5:
@dchou1107
@mtherfckerjones
@hjsoch
@drfyne
@ryanlouie
@manyonyimulimah
@pharmadecisions
@fiercehealth
@vaticannews
@michaelwardrn

Top Tweeters in G6:
@natricer
@mightycasey
@poynter
@hcitexpert
@teaminspire
@healthblawg
@statnews
@healthpolicybot
@jamesian
@coffeemommy

Top Tweeters in G7:
@shimcode
@hjluks
@mloxton
@bobbyrettew
@boltyboy
@i_digitalhealth
@blestbutstrest
@chimoose
@bfmack
@cmsgov

Top Tweeters in G8:
@glfceo
@hcsmnews
@dme_jun
@malikshareef
@who
@drsuegross
@nfcr
@njhealth
@wsisprocess
@amypearsonmd

Top Tweeters in G9:
@dme_health
@cognizant
@change_hc
@accenture
@nttdataservices
@cerner
@ahrqnews
@deloitteus
@nextgen
@ourhospitals

Top Tweeters in G10:
@iconohash
@dirkstanley
@kiwifreund
@whccevents
@epatientlinx
@knbcomm
@pointclickcare
@mmsjennifer
@nchicaorg
@ageorgioumq


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