sdoh, Twitter, 6/12/2022 1:26:08 PM, 278159


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sdoh_2022-06-11_22-50-00.xlsx
sdoh_2022-06-11_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3ObJXeU
@dermhag
@amermedicalassn
@monitor_ph
@stephanieloo19
@asco
@siren_ucsf
@umfamilymed
@picardonhealth
@carolynshimmin
@chrisleiter_

Top hashtags:
#sdoh
#healthequity
#arm22
#health
#maid
#digitalhealth
#asco22
#healthcare

Description:
Description
The graph represents a network of 1,920 Twitter users whose tweets in the requested range contained "sdoh", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 June 2022 at 05:53 UTC.

The requested start date was Sunday, 12 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 9-hour, 0-minute period from Sunday, 29 May 2022 at 01:13 UTC to Friday, 10 June 2022 at 10:14 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 : 1920
Unique Edges : 1488
Edges With Duplicates : 2363
Total Edges : 3851
Number of Edge Types : 5
Retweet : 952
MentionsInRetweet : 1353
Mentions : 852
Replies to : 156
Tweet : 538
Self-Loops : 556
Reciprocated Vertex Pair Ratio : 0.0534388916378031
Reciprocated Edge Ratio : 0.101456082667919
Connected Components : 351
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 635
Maximum Edges in a Connected Component : 1459
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 9.457883
Graph Density : 0.000577829164495397
Modularity : 0.560703
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,920 Twitter users whose tweets in the requested range contained "sdoh", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 June 2022 at 05:53 UTC.

The requested start date was Sunday, 12 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 9-hour, 0-minute period from Sunday, 29 May 2022 at 01:13 UTC to Friday, 10 June 2022 at 10:14 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 : sdoh
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://twinybots.ch/
[18] https://www.cmaj.ca/content/194/21/E741
[13] https://www.justice.gov/usao-sdoh/pr/grand-jury-charges-2-new-york-men-1-million-california-cincinnati-narcotics-conspiracy
[12] https://hitconsultant.net/2022/05/31/lightbeam-health-acquires-jvion-ai/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Lightbeam%20Health%20Acquires%20Jvion%20AI%20and%20SDOH%20Solutions%20-%20MandA
[12] https://www.fiercehealthcare.com/health-tech/lightbeam-scoops-jvion-expand-ai-sdoh-analytics-capabilities
[11] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[10] -
[9] Health
[9] https://patientengagementhit.com/news/younger-patients-want-social-determinants-of-health-screenings
[9] https://penntoday.upenn.edu/news/both-nature-and-nurture-contribute-signatures-socioeconomic-status-brain

Top URLs in Tweet in G1:
[3] https://www.justice.gov/usao-sdoh/pr/ohio-man-charged-aiding-and-abetting-plot-murder-former-president
[3] https://www.titas.massblog.xyz/health-business/lightbeam-health-acquires-jvion-ai-and-sdoh-solutions-ma/
[3] https://www.fiercehealthcare.com/health-tech/lightbeam-scoops-jvion-expand-ai-sdoh-analytics-capabilities
[3] https://www.avtovzglyad.ru/avto/krossovery/2022-06-08-bobik-sdoh-pochemu-ne-stoit-pokupat-novyj-krossover-haval-dargo/
[2] https://www.fiercehealthcare.com/payers/carefirst-bcbs-socially-determined-use-data-drive-personalized-interventions
[2] https://www.justice.gov/usao-sdoh/pr/jury-finds-canal-winchester-man-guilty-all-counts-romance-scam-money-laundering
[2] https://gwu-edu.zoom.us/webinar/register/WN_tyYU5NjKScu8pmPbeUvAkg
[2] https://www.ahip.org/news/articles/health-insurance-providers-actions-concerning-sdoh
[2] https://reg.xtelligentmedia.com/PharmaLifeSciences2022
[2] https://twitter.com/bkeithpayne/status/1532394081728581633

Top URLs in Tweet in G2:
[3] https://academyhealth.org/blog/2022-05/exploring-data-populations-and-outcomes-regarding-social-determinants-health-arm-2022
[2] https://www.news-medical.net/health/Recent-Developments-in-Health-Technology.aspx
[2] https://ihpi.umich.edu/news/gen-z-wants-health-providers-ask-about-food-housing-safety-more
[2] https://twitter.com/KPWaResearch/status/1533842736528367618
[2] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[2] https://www.episcopalhealth.org/enews/new-study-examines-how-texas-clinics-collect-and-use-social-determinants-of-health-data-to-provide-assistance-and-inform-medical-care/
[2] Matter
[1] https://www.cbc.ca/news/business/food-cost-survey-1.6478695?__vfz=medium%3Dsharebar
[1] https://www.cbc.ca/news/canada/british-columbia/bc-heat-dome-coroners-report-1.6480026?__vfz=medium%3Dsharebar
[1] https://twitter.com/UMich/status/1533081134027796480

Top URLs in Tweet in G3:
[18] https://www.cmaj.ca/content/194/21/E741
[4] https://www.theglobeandmail.com/podcasts/the-decibel/article-putting-a-federal-disability-benefit-back-on-the-table/
[2] https://www.cbc.ca/news/canada/calgary/alberta-doctors-patients-financial-circumstances-pilot-project-1.6476955?__vfz=medium%3Dsharebar
[1] https://www.cbc.ca/listen/live-radio/1-75-white-coat-black-art/clip/15915366-foreseeable-deaths
[1] https://www.theglobeandmail.com/politics/article-scathing-auditor-general-report-finds-indigenous-and-black-offenders/
[1] https://twitter.com/derrickokeefe/status/1531363236712312832
[1] https://twitter.com/cbcwhitecoat/status/1530564551938285568

Top URLs in Tweet in G4:
[2] https://linktr.ee/CanisBruno
[2] https://twitter.com/i/events/1446160473360060416
[2] https://linktr.ee/Marshzhinok
[2] https://docs.google.com/spreadsheets/d/1l_KOXOyQMzghPmDwXMdDakigjETXymvOAaqQDWkOmqk/edit#gid=871929189
[2] https://ficbook.net/readfic/12209816
[2] https://t.me/LookForMe_animals/686?single
[1] https://t.me/helpUKRAINAMINCK
[1] https://send.monobank.ua/jar/AKas1NhdmR
[1] https://www.instagram.com/qirimname?igshid=YmMyMTA2M2Y=
[1] https://twitter.com/max_katz/status/1532361760187064323

Top URLs in Tweet in G5:
[1] https://www.sciencedirect.com/science/article/abs/pii/S0360301620310798
[1] https://connection.asco.org/blogs/re-engineering-health-care-code-reality-genetic-codes-and-zip-codes-context-social
[1] https://twitter.com/flatironhealth/status/1530205664093605889
[1] https://twitter.com/familyreach/status/1534611513885040640
[1] https://twitter.com/jonmarronmd/status/1533932471401709569
[1] https://twitter.com/anand_88_patel/status/1532722968530497537
[1] https://twitter.com/journalcancer/status/1532747434949914624
[1] https://twitter.com/journalcancer/status/1533091703392854020
[1] https://twitter.com/SoniSmithMD/status/1532822784916787201

Top URLs in Tweet in G6:
[6] https://healthpayerintelligence.com/news/how-loneliness-impacts-employees-as-a-social-determinant-of-health
[3] https://science.sciencemag.org/content/370/6522/eaay0214?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.ahip.org/conferences/ahip-2022?utm_campaign=AHIP%202022%20Booth%20info&utm_content=sponsor_ads&utm_medium=social&utm_source=twitter&hss_channel=tw-890128004
[2] https://www.washingtonpost.com/education/2022/06/04/school-heat-days-climate-change/?tid=ss_tw
[1] https://www.thedailybeast.com/the-growing-cap-and-cover-movement-that-wants-to-bury-american-highways-to-undo-racial-inequities?source=twitter&via=desktop
[1] https://www.statnews.com/2022/05/31/factoring-in-patients-experiences-is-essential-for-moving-the-needle-on-health-disparities/
[1] https://buff.ly/3wQLyRw
[1] https://www.americanprogress.org/article/the-behavioral-health-care-affordability-problem/
[1] https://www.bloomberg.com/news/features/2022-05-19/what-is-ubi-how-cash-payments-during-covid-helped-black-mothers
[1] https://www.washingtonpost.com/nation/interactive/2022/buffalo-shooting-tops-food-desert/?tid=ss_tw

Top URLs in Tweet in G7:
[2] https://www.healthaffairs.org/membership-faqs?cookieSet=1
[1] https://www.tandfonline.com/doi/epub/10.1080/09581596.2022.2036701?needAccess=true&cookieSet=1
[1] https://khn.org/news/energy-hog-hospitals-when-they-start-thinking-green-they-see-green/
[1] https://gh.bmj.com/content/bmjgh/6/2/e003850.full.pdf
[1] https://www.theguardian.com/environment/2022/jun/01/we-cannot-adapt-our-way-out-of-climate-crisis-warns-leading-scientist
[1] https://twitter.com/brianrahmer/status/1529085963170992128
[1] https://www.mdpi.com/1660-4601/18/24/13339#
[1] https://phys.org/news/2022-06-welfare-crime.html
[1] https://twitter.com/brianrahmer/status/1318674558795325446
[1] https://www.theguardian.com/environment/2022/jun/09/climate-policy-dragged-into-culture-wars-as-a-delay-tactic-finds-study

Top URLs in Tweet in G8:
[3] for
[2] from
[2] The
[2] Conversation
[2] June
[2] 10
[2] 2022
[2] -
[2] https://www.croakey.org/memo-to-minister-mark-butler-and-colleagues-your-to-do-list-is-packed/
[1] https://theconversation.com/mental-distress-is-rising-especially-for-low-income-middle-aged-women-medicare-needs-a-major-shakeup-to-match-need-184635?utm_medium=email&utm_campaign=Latest

Top URLs in Tweet in G9:
[4] https://www.healthitanswers.net/using-predictive-and-prescriptive-insights-to-close-care-gaps/
[3] https://www.fiercehealthcare.com/health-tech/lightbeam-scoops-jvion-expand-ai-sdoh-analytics-capabilities
[2] https://www.healthitanswers.net/social-determinants-of-health-how-to-drive-action-from-data/
[2] https://www.healthcareittoday.com/2022/06/03/lightbeam-acquires-jvion-ai-and-sdoh-solutions/
[2] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[2] https://vimeo.com/714152952
[1] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/
[1] https://lightbeamhealth.com/news/lightbeam-acquires-jvion-ai-and-sdoh-solutions/
[1] https://www.lohud.com/story/life/2022/05/16/school-lunch-culturally-appropriate-new-york-new-jersey-philadelphia-red-rabbit/7379700001/
[1] https://www.hhs.gov/about/news/2021/07/09/hhs-updates-interoperability-standards-to-support-electronic-exchange-of-sogi-sdoh.html

Top URLs in Tweet in G10:
[11] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[3] https://www.ama-assn.org/practice-management/cpt/social-determinants-health-and-medical-coding-what-know?utm_source=twitter&utm_medium=social_ama&utm_term=6995883093&utm_campaign=Health+Solutions
[2] https://go.vot-er.org/voting-SDoH?rb.routing.mode=proxy&rb.routing.signature=429672
[1] https://twitter.com/balinoruo/status/1532005608152387584
[1] https://physiciansfoundation.org/physician-and-patient-surveys/the-physicians-foundation-2022-physician-survey-part-1/
[1] https://www.hhs.gov/surgeongeneral/priorities/health-worker-burnout/index.html
[1] https://www.hhs.gov/surgeongeneral/priorities/downloads/health-worker-burnout-advisory.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[94] twitter.com
[44] justice.gov
[39] patientengagementhit.com
[23] linkedin.com
[20] fiercehealthcare.com
[20] twinybots.ch
[19] hitconsultant.net
[18] cmaj.ca
[13] healthcareitnews.com
[9] upenn.edu

Top Domains in Tweet in G1:
[12] twitter.com
[8] fiercehealthcare.com
[8] justice.gov
[8] patientengagementhit.com
[4] healthcareitnews.com
[3] massblog.xyz
[3] avtovzglyad.ru
[3] sdlcpartners.com
[2] vimeo.com
[2] healthitanalytics.com

Top Domains in Tweet in G2:
[7] twitter.com
[5] healthcareitnews.com
[4] academyhealth.org
[2] cbc.ca
[2] patientengagementhit.com
[2] news-medical.net
[2] umich.edu
[2] confex.com
[2] ahrq.gov
[2] episcopalhealth.org

Top Domains in Tweet in G3:
[18] cmaj.ca
[5] theglobeandmail.com
[3] cbc.ca
[2] twitter.com

Top Domains in Tweet in G4:
[4] linktr.ee
[4] twitter.com
[4] t.me
[2] google.com
[2] ficbook.net
[1] monobank.ua
[1] instagram.com
[1] tinkoff.ru

Top Domains in Tweet in G5:
[7] twitter.com
[1] sciencedirect.com
[1] asco.org

Top Domains in Tweet in G6:
[13] patientengagementhit.com
[6] healthpayerintelligence.com
[5] nanthealth.com
[3] washingtonpost.com
[3] ahip.org
[3] sciencemag.org
[2] commonwealthfund.org
[1] thedailybeast.com
[1] statnews.com
[1] buff.ly

Top Domains in Tweet in G7:
[3] healthaffairs.org
[2] theguardian.com
[2] twitter.com
[2] milbank.org
[2] cochranelibrary.com
[1] tandfonline.com
[1] khn.org
[1] bmj.com
[1] mdpi.com
[1] phys.org

Top Domains in Tweet in G8:
[7] croakey.org
[5] twitter.com
[2] theconversation.com

Top Domains in Tweet in G9:
[7] healthitanswers.net
[5] fiercehealthcare.com
[2] healthcareittoday.com
[2] healthit.gov
[2] vimeo.com
[1] lightbeamhealth.com
[1] lohud.com
[1] hhs.gov
[1] realneo.us
[1] gainwelltechnologies.com

Top Domains in Tweet in G10:
[11] linkedin.com
[3] ama-assn.org
[2] hhs.gov
[2] vot-er.org
[1] twitter.com
[1] physiciansfoundation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[734] sdoh
[140] healthequity
[51] arm22
[44] health
[40] maid
[38] digitalhealth
[35] asco22
[33] healthcare
[31] covid19
[30] digital



Top Hashtags in Tweet in G1:
[75] sdoh
[18] healthequity
[8] healthcare
[7] socialdeterminantsofhealth
[4] foodinsecurity
[4] telehealth
[4] digital
[4] health
[3] wholepersoncare
[3] accesstocare

Top Hashtags in Tweet in G2:
[101] sdoh
[41] arm22
[9] healthequity
[9] ai
[8] ahrq
[7] ehr
[5] bigdata
[5] datascience
[5] texas
[4] healthcare

Top Hashtags in Tweet in G3:
[40] maid
[18] covid19
[14] canadadisabilitybenefit
[13] indigenous
[11] sdoh
[8] cdnhealth
[2] poverty
[2] cdnpoli
[1] datagap
[1] bioethics

Top Hashtags in Tweet in G4:
[4] pathologic
[4] mermay_ua
[2] ð¼ð¾ñ€ñƒñ‚ð¾ð¿ð¸ñ
[2] lookingglassai
[2] mermay_ukraine2022
[2] ð°ñ€ñ‚ðºð¾ð·ð°ñ†ñ‚ð²ð¾
[2] ðšñ€ð¸ð¼ñ†ðµð£ðºñ€ð°ñ—ð½ð°
[2] genshinlmpact
[2] kaeluc
[2] luckae

Top Hashtags in Tweet in G5:
[32] asco22
[21] sdoh
[13] dei
[11] clinical
[11] trials
[8] healthequity
[7] research
[7] childhoodcancer
[5] cancer
[4] pedcsm

Top Hashtags in Tweet in G6:
[54] sdoh
[15] healthequity
[8] mentalhealth
[8] sharedfacts
[6] loneliness
[6] hr
[6] socialdeterminantsofhealth
[6] cashhoarding
[5] universalbasicincome
[5] healthdisinformation

Top Hashtags in Tweet in G7:
[15] sdoh
[9] interdependence
[6] pdoh
[5] vitalconditions
[2] healthequity
[2] hainsider
[1] hiap
[1] cdoh
[1] multisolving
[1] equity

Top Hashtags in Tweet in G8:
[22] sdoh
[9] auspol
[6] healthequity
[5] housingjusticeaus
[5] publichealth
[5] globalhealth
[5] healthyclimate
[3] housing
[3] health
[2] socialj

Top Hashtags in Tweet in G9:
[25] sdoh
[8] disease
[6] healthequity
[4] healthdata
[3] bigdata
[2] healthit
[2] healthcare
[2] ai
[2] hitsm
[2] hie

Top Hashtags in Tweet in G10:
[11] sdoh
[3] physicians
[1] burnout

Top Words
Top Words in Tweet in Entire Graph:
[732] #sdoh
[731] health
[370] ðµð
[317] sdoh
[278] social
[243] ðµñ
[226] ðµ
[222] ðºð
[217] determinants
[176] ñœ

Top Words in Tweet in G1:
[83] health
[75] #sdoh
[61] sdoh
[36] social
[28] more
[28] determinants
[23] ai
[21] care
[20] lightbeam
[19] ãƒ

Top Words in Tweet in G2:
[101] #sdoh
[52] health
[41] #arm22
[35] data
[27] care
[26] determinants
[21] social
[17] academyhealth
[16] more
[16] sdoh

Top Words in Tweet in G3:
[82] picardonhealth
[40] assisted
[40] dying
[40] law
[40] includes
[40] deaths
[40] reasonably
[40] foreseeable
[40] #maid
[34] canada's

Top Words in Tweet in G4:
[227] ðµð
[153] ðµñ
[139] ðºð
[129] ðµ
[98] ñœ
[79] ñƒð
[58] ðº
[55] ñƒ
[49] ñƒñ
[44] в

Top Words in Tweet in G5:
[32] #asco22
[22] asco
[21] #sdoh
[19] justinekahnmd
[16] outcomes
[15] thank
[14] work
[13] black
[13] disparities
[13] #dei

Top Words in Tweet in G6:
[53] #sdoh
[43] health
[20] social
[15] #healthequity
[12] care
[11] allentien
[9] determinants
[9] more
[8] pehealthit
[8] #mentalhealth

Top Words in Tweet in G7:
[72] health
[25] cash
[22] social
[22] determinants
[19] brianrahmer
[19] effects
[19] unconditional
[19] transfers
[19] service
[19] use

Top Words in Tweet in G8:
[45] croakeynews
[22] #sdoh
[22] impact
[22] see
[21] thanks
[21] everyone
[21] helping
[21] share
[21] updated
[21] check

Top Words in Tweet in G9:
[25] #sdoh
[15] health
[12] data
[11] prescriptive
[9] using
[9] predictive
[9] insights
[9] close
[9] care
[9] gaps

Top Words in Tweet in G10:
[18] codes
[17] physicians
[16] care
[15] ama
[15] document
[15] prior
[15] rationing
[15] high
[15] costs
[14] sdoh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[196] social,determinants
[180] determinants,health
[69] ai,sdoh
[50] #sdoh,#healthequity
[49] health,equity
[49] ðµð,ðµð
[49] ðµð,ðµ
[49] health,#sdoh
[47] acquires,jvion
[47] jvion,ai

Top Word Pairs in Tweet in G1:
[28] determinants,health
[27] social,determinants
[19] ai,sdoh
[13] ãƒ,ãƒ
[11] health,sdoh
[9] lightbeam,acquires
[8] acquires,jvion
[8] jvion,ai
[7] sdoh,solutions
[6] learn,more

Top Word Pairs in Tweet in G2:
[26] determinants,health
[13] social,determinants
[13] political,determinants
[10] racism,classism
[10] classism,homophobia
[10] homophobia,etc
[10] etc,find
[10] find,way
[9] pm_alberti,racism
[9] address,#sdoh

Top Word Pairs in Tweet in G3:
[40] assisted,dying
[40] dying,law
[40] law,includes
[40] includes,deaths
[40] reasonably,foreseeable
[34] canada's,assisted
[34] deaths,reasonably
[34] foreseeable,people
[34] people,seek
[34] seek,#maid

Top Word Pairs in Tweet in G4:
[30] ðµð,ðµð
[28] ðµñ,ðµð
[28] ñœ,ðµð
[27] ðµð,ðºð
[26] ðµð,ðµ
[22] ðµð,ðµñ
[21] ðºð,ðµð
[20] ðµ,ðµñ
[19] ðµ,ðºð
[17] ðµñ,ðµñ

Top Word Pairs in Tweet in G5:
[12] cmo,jrgralow
[12] jrgralow,#asco22
[12] #asco22,abs
[12] abs,6509
[12] 6509,found
[12] found,increased
[12] increased,public
[12] public,welfare
[12] welfare,investment
[12] investment,improves

Top Word Pairs in Tweet in G6:
[9] social,determinants
[9] determinants,health
[8] #healthequity,#sdoh
[8] public,health
[7] webinar,tackling
[7] tackling,online
[7] online,health
[7] health,disinformation
[7] disinformation,dr
[7] dr,garth

Top Word Pairs in Tweet in G7:
[22] social,determinants
[19] effects,unconditional
[19] unconditional,cash
[19] cash,transfers
[19] transfers,health
[19] health,service
[19] service,use
[19] use,health
[19] health,outcomes
[19] outcomes,social

Top Word Pairs in Tweet in G8:
[21] thanks,everyone
[21] everyone,helping
[21] helping,share
[21] share,croakeynews
[21] croakeynews,impact
[21] impact,updated
[21] updated,check
[21] check,see
[20] croakeynews,thanks
[20] see,we'

Top Word Pairs in Tweet in G9:
[9] using,predictive
[9] predictive,prescriptive
[9] prescriptive,insights
[9] insights,close
[9] close,care
[9] care,gaps
[8] better,treating
[8] treating,#disease
[8] #disease,preventing
[6] health,systems

Top Word Pairs in Tweet in G10:
[15] physicians,codes
[15] codes,document
[15] rationing,high
[15] high,costs
[13] costs,sdoh
[11] ama,give
[11] give,physicians
[11] document,delayed
[11] delayed,changed
[11] changed,abandoned

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@akumallator
@snovo_sdoh
@_eric_reinhart
@mar_sdoh
@dvasishtha
@jacquicameron18
@lightbeamhealth
@stephanieloo19
@arrianna_planey

Top Replied-To in G2:
@stephanieloo19
@arrianna_planey
@assumenormality
@abnermason
@david_steeb
@researchmatters
@neekknack

Top Replied-To in G3:
@nilikm

Top Replied-To in G4:
@mar_sdoh
@wrrwrrm
@trappedwell
@dama_v_abde
@alkoparty92
@public_mental
@gamevoid3

Top Replied-To in G5:
@parikhsimul
@jonmarronmd
@justinekahnmd
@nikeshagilmore

Top Replied-To in G6:
@ahipcoverage

Top Replied-To in G7:
@_eric_reinhart
@loretta_torrago

Top Replied-To in G8:
@apeterwt
@ellyhowse
@fullnam88340203

Top Replied-To in G9:
@lightbeamhealth
@briezeltner

Top Replied-To in G10:
@crisbergerot
@drdooleymd
@amafound
@drsinhaesq
@tshahmd
@surgeon_general
@libmedicine
@avanipatelmd
@doctorgates
@cmadocs

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@usa2_latinos
@asco
@croakeynews
@brianrahmer
@sdohnews
@nationshealth
@kimchspr
@cmaj
@frank_pega

Top Mentioned in G1:
@nejmcatalyst

Top Mentioned in G2:
@academyhealth
@stephanieloo19
@pm_alberti
@himss
@health4texas
@cliir_ucsf
@bradleyiott
@siren_ucsf
@ahrqnews
@um_ihpi

Top Mentioned in G3:
@picardonhealth
@kimchspr
@cmaj
@nightshiftmd
@epaultaylor
@drscbrown
@hledelstein
@hanigsberg
@drmelpenner
@irfandhalla

Top Mentioned in G4:
@savepolyhendron
@trappedwell
@psycho__cats
@gumball_eyes
@augustberlioz
@kryulia7
@ua__comix
@mirai_mizue
@nesanechkaa
@wolfotyl

Top Mentioned in G5:
@asco
@justinekahnmd
@jrgralow
@journalcancer
@koontzoncology
@sonismithmd
@flatironhealth
@jennyguadamuz
@cogorg
@hugh_levaux

Top Mentioned in G6:
@allentien
@pehealthit
@healthbegins
@hpayerintel
@washingtonpost
@sleotin
@_saraeheath
@amprog
@nychealthy
@commonwealthfnd

Top Mentioned in G7:
@brianrahmer
@frank_pega
@spidermaani
@milbankfund
@njdeptofhealth
@rutgerscshp
@health_affairs
@alanrweil
@arrianna_planey

Top Mentioned in G8:
@croakeynews
@croakeyservices
@melissasweetdr
@_phaa_
@coopesdetat
@abc730
@legalaidnsw
@lrussellwolpe
@mark_butler_mp
@neelajan

Top Mentioned in G9:
@jvionhealth
@lightbeamhealth
@healthitanswers
@broadreachinfo
@mssoftware
@fiercehealth
@uniteushq
@gtmrxinstitute
@ehnac
@hitrust

Top Mentioned in G10:
@amermedicalassn
@amafound
@dermhag
@surgeon_general
@nationalmed
@vot_er_org
@nickcf
@asco
@paulobergerot
@fumikochino

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@tinamarie_80s
@jfsebastian146
@vonrosenchild
@jilliemary
@sar_oso
@convomf
@marting8177
@andrewmorrisuk
@education_24x7

Top Tweeters in G1:
@obozrevatel_ua
@zicutake
@eprnetwork
@border555
@elle_v__
@maryhofstette17
@mass_blog_
@doctor_david
@ryujin4k
@britney26462166

Top Tweeters in G2:
@vonrosenchild
@calcaware
@caring_mobile
@monitor_ph
@manifattura40
@houmanitarian
@meadnansiddiqui
@rpardee
@appthisway
@mstoya1913

Top Tweeters in G3:
@globeandmail
@basuashis
@cbcnews
@bugjudy
@vicgrams
@grandma_hockey
@geewhizpat
@ojibray
@picardonhealth
@silvipastured

Top Tweeters in G4:
@aaluminium
@0kbps
@fellvein
@pan_sodom
@the_77thelement
@rz00ms
@apostatelehosum
@sisterlybid
@just_jaskier
@nastty_llay

Top Tweeters in G5:
@hephaistos_ai
@oncologyforum
@oncoalert
@6state
@letswinpc
@asco
@montse_barcelo
@fbetancortreyes
@koontzoncology
@darcyburbage

Top Tweeters in G6:
@allentien
@mentalhealthbo5
@washingtonpost
@thedailybeast
@mjcaswell
@hundjavelen
@voxdotcom
@davidshepardson
@lyft
@xzppaddy

Top Tweeters in G7:
@arrianna_planey
@theoceanlawyers
@jhillport
@mollydot
@kswenger
@drrajivkjain
@bennysiauw89
@brianrahmer
@keithmccallin
@health_affairs

Top Tweeters in G8:
@melissasweetdr
@kate_eviva
@lynmaree56
@an_leavy
@pg0268
@dazza50
@coopesdetat
@nacchoaustralia
@lrussellwolpe
@conversationedu

Top Tweeters in G9:
@xthebigdatabotx
@lauramcshanecle
@techguy
@healthitanswers
@onc_healthit
@sid_healthcare
@fiercehealthit
@fiercehealth
@bluecrossnc
@cityofcleveland

Top Tweeters in G10:
@hubbucket
@veritas1012
@dermhag
@texmed
@amermedicalassn
@hokiepharm
@drsinhaesq
@crisbergerot
@itsnot_pink
@drdooleymd


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