sdoh, Twitter, 10/16/2022 10:46:39 AM, 282983


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sdoh_2022-10-15_22-50-00.xlsx
sdoh_2022-10-15_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3yJOCzq
@magnorris
@ncqa
@positivjunelbug
@healthbegins
@epflcswccm
@fbicincinnati
@peacelovingrn
@nytimes
@fbi
@precisionmedbot

Top hashtags:
#sdoh
#healthequity
#healthcare
#publichealth
#pathologic
#рпп
#health
#diabetes
#ñ€ð¿ð¿

Description:
Description
The graph represents a network of 2,646 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, 16 October 2022 at 05:54 UTC.

The requested start date was Sunday, 16 October 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 13-day, 10-hour, 27-minute period from Sunday, 02 October 2022 at 00:35 UTC to Saturday, 15 October 2022 at 11:02 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 : 2646
Unique Edges : 1793
Edges With Duplicates : 3905
Total Edges : 5698
Number of Edge Types : 5
Tweet : 731
Retweet : 1602
MentionsInRetweet : 2148
Replies to : 230
Mentions : 987
Self-Loops : 752
Reciprocated Vertex Pair Ratio : 0.0417673455298585
Reciprocated Edge Ratio : 0.0801855533465871
Connected Components : 368
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 1517
Maximum Edges in a Connected Component : 3495
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.325383
Graph Density : 0.000431224789852929
Modularity : 0.527111
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 2,646 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, 16 October 2022 at 05:54 UTC.

The requested start date was Sunday, 16 October 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 13-day, 10-hour, 27-minute period from Sunday, 02 October 2022 at 00:35 UTC to Saturday, 15 October 2022 at 11:02 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:
[19] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[15] https://twitter.com/nytimes/status/1577740437145649154
[12] https://ehrintelligence.com/features/how-a-michigan-hie-is-working-towards-sdoh-interoperability
[9] https://anchor.fm/centeringhealthequity/episodes/Health-Equity-and-Mental-Health-Key-Issues-to-Reduce-Inequities-e1nf1o6?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com&utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[9] https://patientengagementhit.com/features/what-are-political-determinants-of-health-do-they-differ-from-sdoh
[8] https://www.justice.gov/usao-sdoh/pr/23-ohioans-indicted-part-narcotics-distribution-ring-involving-bulk-amounts-fentanyl
[6] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://deliriumnetwork.org/a-conceptual-framework-for-social-determinants-of-health-and-delirium-sdoh/
[5] https://twitter.com/civitas4health/status/1580658680420524033
[5] https://patientengagementhit.com/news/which-social-determinants-of-health-interventions-yield-best-roi

Top URLs in Tweet in G1:
[1] https://www.cdc.gov/socialdeterminants/index.htm
[1] https://twitter.com/nytimes/status/1577740437145649154

Top URLs in Tweet in G2:
[6] https://www.justice.gov/usao-sdoh/pr/23-ohioans-indicted-part-narcotics-distribution-ring-involving-bulk-amounts-fentanyl
[3] https://www.justice.gov/usao-sdoh/pr/highland-county-man-pleads-guilty-attempting-hate-crime
[3] https://www.justice.gov/usao-sdoh/pr/hocking-county-woman-admits-sexually-exploiting-children-young-3-years-old-her
[2] https://www.justice.gov/usao-sdoh/pr/cincinnati-man-sentenced-37-months-prison-possessing-pistol-he-converted-fully
[2] https://www.justice.gov/usao-sdoh/pr/former-local-bakery-owner-admits-stealing-identity-deceased-baby-15m-pandemic-relief
[1] https://www.justice.gov/usao-sdoh/pr/us-attorney-parker-announces-cases-involved-national-elder-justice-sweep
[1] https://www.justice.gov/usao-sdoh/pr/former-bookkeeper-federally-funded-domestic-violence-shelter-sentenced-prison-misusing
[1] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-ohio-house-speaker-enterprise-federal-public-corruption
[1] https://www.justice.gov/usao-sdoh/pr/us-attorney-parker-recognizes-community-law-enforcement-first-annual-awards
[1] https://www.justice.gov/usao-sdoh/pr/ohio-man-charged-aiding-and-abetting-plot-murder-former-president

Top URLs in Tweet in G3:
[5] https://twitter.com/nytimes/status/1577740437145649154
[4] https://www.healthcareittoday.com/2022/10/02/bonus-features-october-2-2022-tech-vendors-commit-to-standardizing-sdoh-data-at-white-house-event-1-in-3-patients-using-telehealth-to-manage-a-chronic-condition-and-more/
[3] https://www.marshmma.com/us/events/details/webinar-understanding-and-addressing-social-determinants-of-health-as-an-employer.html
[2] https://patientengagementhit.com/news/soaring-food-costs-worsen-food-insecurity-sdoh-for-older-adults
[2] https://patientengagementhit.com/news/which-social-determinants-of-health-interventions-yield-best-roi
[2] https://racmonitor.com/new-hospital-reporting-requirements-for-sdoh/
[2] https://patientengagementhit-com.cdn.ampproject.org/c/s/patientengagementhit.com/features/amp/what-are-political-determinants-of-health-do-they-differ-from-sdoh
[2] https://health.gov/healthypeople/priority-areas/social-determinants-health
[2] https://www.justice.gov/usao-sdoh/pr/highland-county-man-pleads-guilty-attempting-hate-crime
[2] https://www.cdc.gov/socialdeterminants/about.html

Top URLs in Tweet in G4:
[1] https://cutt.ly/bVKZtY6
[1] https://m.vk.com/kfdfst
[1] https://twitter.com/aiishemm/status/1580060145614061568
[1] https://nekokinou.com/
[1] https://t.me/gumskladspb
[1] https://stihi.pro/11802-golodomor.html
[1] https://ficbook.net/readfic/10312319

Top URLs in Tweet in G5:
[11] https://ehrintelligence.com/features/how-a-michigan-hie-is-working-towards-sdoh-interoperability
[5] https://twitter.com/civitas4health/status/1580658680420524033
[3] https://ehrintelligence.com/news/the-joint-commission-joins-white-house-coalition-for-sdoh-data-collection
[3] https://participant.joinallofus.org/register?lang=en?utm_source=hpo-uic&utm_medium=twitter&utm_campaign=register&c=0KYEXI6
[2] https://www.civitasforhealth.org/civitas-networks-for-health-announces-grant-award-to-lead-implementation-and-dissemination-of-gravity-project-sdoh-standards/
[2] https://healthexec.com/topics/health-it/medical-records/white-house-works-health-tech-companies-address-social
[2] https://allofus.nih.gov/news-events/research-highlights/all-us-data-helps-better-predict-hospital-readmission-patients-sepsis?utm_source=nih&utm_medium=twitter&utm_campaign=research-highlight
[2] https://www.joinallofus.org/
[1] https://confluence.hl7.org/download/attachments/97470545/New
[1] ICD

Top URLs in Tweet in G6:
[3] https://patientengagementhit.com/features/what-are-political-determinants-of-health-do-they-differ-from-sdoh
[3] https://journals.lww.com/familyandcommunityhealth/Pages/Call-for-Papers-on-Systems-level-Public-Health-Interventions.aspx
[2] https://journals.lww.com/familyandcommunityhealth/Pages/issuelist.aspx
[2] https://tradeoffs.org/2022/09/22/calaim-california-medicaid-housing-sdoh/
[2] https://cmsatoday.com/
[2] https://www.milbank.org/quarterly/articles/social-determinants-of-health-influences-future-health-care-costs-in-the-medicaid-cohort-of-the-district-of-columbia-study/?utm_content=buffercd14a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.healthaffairs.org/content/forefront/improve-dual-eligibles-health-create-targeted-sdoh-funds-and-increase-integration
[2] https://www.healthaffairs.org/content/forefront/improve-dual-eligibles-health-create-targeted-sdoh-funds-and-increase-integration?cookieSet=1
[1] https://blog.uniteus.com/unite-us-joins-national-coalition-standardizing-sdoh-data
[1] https://uniteus.zoom.us/webinar/register/2216638849252/WN_mzg65RkRRdar-LjFLZMi_A

Top URLs in Tweet in G7:
[5] https://www.ahrq.gov/news/blog/ahrqviews/patient-centered-care-dhr.html
[4] https://www.sameskyhealth.com/under-the-same-sky/findhelp-2022-10-13
[3] https://healthlandscape.org/webinars/
[2] https://homehealthcarenews.com/2022/08/ma-plan-finds-social-determinants-of-health-are-worsening-among-seniors/
[2] https://www.hhs.gov/about/news/2022/10/03/hhs-announces-leap-health-it-awardees-focused-health-equity.html
[1] https://academic.oup.com/jamia/pages/cfp-social-determinants
[1] https://twitter.com/HealthLandscape/status/1578396764939354114
[1] https://www.fiercehealthcare.com/providers/physician-foundation-survey-addressing-social-determinants-health
[1] https://vimeo.com/734505244
[1] https://www.sameskyhealth.com/blog/the-halo-effect-of-improving-health-outcomes-through-incentives

Top URLs in Tweet in G8:
[1] https://www.theguardian.com/environment/2022/oct/05/toxic-air-pollution-particles-found-in-lungs-and-brains-of-unborn-babies?CMP=share_btn_tw
[1] https://www.civitasforhealth.org/civitas-networks-for-health-announces-grant-award-to-lead-implementation-and-dissemination-of-gravity-project-sdoh-standards/
[1] https://www.aamc.org/news-insights/how-climate-change-harming-kids
[1] https://www.forbes.com/sites/maiahoskin/2022/09/26/the-dangerous-impact-of-racial-trauma-on-the-black-community/
[1] https://www.usatoday.com/story/news/health/2022/09/22/black-hispanic-kids-suffer-more-asthma-extreme-heat-makes-worse/10386041002/
[1] https://www.npr.org/sections/health-shots/2022/09/28/1125176699/some-hospitals-rake-in-high-profits-while-their-patients-are-loaded-with-medical?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.theatlantic.com/health/archive/2022/09/covid-pandemic-exposes-americas-failing-systems-future-epidemics/671608/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://www.commonwealthfund.org/publications/issue-briefs/2022/sep/state-us-health-insurance-2022-biennial-survey
[1] https://capitalbnews.org/hurricane-ian-fort-myers/
[1] https://www.cnn.com/2022/10/02/us/buffalo-shooting-mental-health-funding

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3969575/
[1] https://nytimes.com/2022/10/05/hea
[1] https://www.verywellhealth.com/social-determinants-of-health-circulation-study-5115882
[1] https://www.statnews.com/2022/10/06/business-impact-on-public-health-experts/
[1] https://corporate.walmart.com/newsroom/2022/10/11/walmarts-healthcare-research-institute-launches-with-mission-to-improve-care-for-underserved-communities-through-research
[1] https://twitter.com/africanarchives/status/1578494514351652864
[1] https://www.nytimes.com/2022/10/05/health/diabetes-prevention-diet.html

Top URLs in Tweet in G10:
[1] https://twitter.com/DrCsbond/status/1580876359815303169
[1] https://twitter.com/DrCsbond/status/1580254435540074496
[1] https://www.getrevue.co/profile/drcsbond/issues/social-determinants-of-health-sdoh-1-1407956
[1] https://globalnews.ca/news/9176485/poverty-canadians-disabilities-medically-assisted-death/
[1] https://twitter.com/sanokondu/status/1578564992474877952
[1] https://thetyee.ca/News/2022/10/13/Long-Road-BC-NDP-Leadership-Mess/
[1] https://static1.squarespace.com/static/62eac48bea90970439526f8e/t/6348470fac5c291f3598d7f8/1665681168771/Anjali+Health+Policy+-+HEALTHY+PEOPLE+HEALTHY+COMMUNITIES+%288.5+%C3%97+11in%29.pdf
[1] https://www.nytimes.com/2022/10/05/health/diabetes-prevention-diet.html?smid=tw-share
[1] https://twitter.com/cisp_icps/status/1577644777696133124
[1] https://www.theglobeandmail.com/opinion/article-canadas-climate-reckoning-is-upon-is-the-costs-of-ignoring-the/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links

Top Domains
Top Domains in Tweet in Entire Graph:
[139] twitter.com
[39] justice.gov
[30] linkedin.com
[27] patientengagementhit.com
[22] ehrintelligence.com
[15] lww.com
[12] nytimes.com
[11] fiercehealthcare.com
[11] nih.gov
[10] anchor.fm

Top Domains in Tweet in G1:
[1] cdc.gov
[1] twitter.com

Top Domains in Tweet in G2:
[22] justice.gov

Top Domains in Tweet in G3:
[23] twitter.com
[10] patientengagementhit.com
[8] justice.gov
[5] healthcareittoday.com
[4] on24.com
[3] fiercehealthcare.com
[3] marshmma.com
[3] cdc.gov
[3] ehrintelligence.com
[3] ampproject.org

Top Domains in Tweet in G4:
[1] cutt.ly
[1] vk.com
[1] twitter.com
[1] nekokinou.com
[1] t.me
[1] stihi.pro
[1] ficbook.net

Top Domains in Tweet in G5:
[18] ehrintelligence.com
[8] twitter.com
[5] joinallofus.org
[3] nih.gov
[2] civitasforhealth.org
[2] linkedin.com
[2] healthexec.com
[2] oup.com
[2] rosettahealth.com
[1] hl7.org

Top Domains in Tweet in G6:
[7] lww.com
[6] healthaffairs.org
[5] twitter.com
[3] risehealth.org
[3] patientengagementhit.com
[3] communityplans.net
[2] linkedin.com
[2] tradeoffs.org
[2] cmsatoday.com
[2] milbank.org

Top Domains in Tweet in G7:
[5] sameskyhealth.com
[5] ahrq.gov
[4] twitter.com
[3] healthlandscape.org
[2] homehealthcarenews.com
[2] hhs.gov
[1] oup.com
[1] fiercehealthcare.com
[1] vimeo.com
[1] wired.com

Top Domains in Tweet in G8:
[2] commonwealthfund.org
[1] theguardian.com
[1] civitasforhealth.org
[1] aamc.org
[1] forbes.com
[1] usatoday.com
[1] npr.org
[1] theatlantic.com
[1] capitalbnews.org
[1] cnn.com

Top Domains in Tweet in G9:
[2] nytimes.com
[1] nih.gov
[1] verywellhealth.com
[1] statnews.com
[1] walmart.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] nytimes.com
[1] getrevue.co
[1] globalnews.ca
[1] thetyee.ca
[1] squarespace.com
[1] theglobeandmail.com
[1] cbc.ca
[1] brown.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[867] sdoh
[163] healthequity
[66] healthcare
[50] publichealth
[44] pathologic
[41] рпп
[39] health
[33] diabetes
[33] ñ€ð¿ð¿
[32] medtwitter



Top Hashtags in Tweet in G1:
[4] sdoh
[1] caregiving
[1] lgbtq
[1] bipoc
[1] bbpgh22

Top Hashtags in Tweet in G2:
[2] breaking
[2] fbi

Top Hashtags in Tweet in G3:
[82] sdoh
[11] healthcare
[9] healthequity
[8] foodinsecurity
[7] health
[5] socialdeterminantsofhealth
[5] patients
[4] webinar
[4] cancer
[4] populationhealth

Top Hashtags in Tweet in G4:
[44] pathologic
[27] ð¼ð¾ñ€ñƒñ‚ð¾ð¿ð¸ñ
[21] pathologic_fest
[19] ð¼ð¾ñ€ð¾ðºñ‚ñð±ñ€ñœ
[16] морутопия
[14] мороктябрь
[4] discoelysium
[4] portfolioday
[4] lyrictober
[3] pathologic2

Top Hashtags in Tweet in G5:
[75] sdoh
[16] interoperability
[10] hie
[7] healthequity
[5] healthit
[5] healthdata
[5] trccsummit22
[4] healthcare
[4] ehr
[4] jamia

Top Hashtags in Tweet in G6:
[66] sdoh
[10] healthequity
[8] pdoh
[7] healthdisparities
[6] publichealth
[5] healthpolicy
[4] interdependence
[4] communityhealth
[3] hiap
[3] vitalconditions

Top Hashtags in Tweet in G7:
[35] sdoh
[9] healthequity
[8] ahrq
[5] linkedinlive
[5] leapinhealthit
[3] hcldr
[3] health
[3] obesity
[3] healthit
[2] thoughtleadership

Top Hashtags in Tweet in G8:
[33] sdoh
[9] healthequity
[7] black
[7] ahima22
[5] pollution
[5] healthcare
[5] poverty
[5] txhimayall
[4] upstream
[4] publichealth

Top Hashtags in Tweet in G9:
[11] sdoh
[3] healthequity
[2] driversofhealth
[2] whconfhungerhealth
[1] njdvhimss2022fallconference
[1] youmightbeafamilydoc
[1] pocus
[1] sbcchc
[1] fmrising

Top Hashtags in Tweet in G10:
[14] sdoh
[9] homelessness
[8] addiction
[7] poverty
[6] diabetes
[5] healthcare
[2] disability
[2] cdnpoli
[1] healthequity
[1] publichealth

Top Words
Top Words in Tweet in Entire Graph:
[862] #sdoh
[673] health
[557] more
[542] care
[389] model
[376] based
[369] family
[360] home
[360] technology
[359] sdoh

Top Words in Tweet in G1:
[347] magnorris
[346] training
[346] based
[346] more
[346] care
[346] caregivers
[346] family
[346] model
[346] willing
[346] home

Top Words in Tweet in G2:
[256] cocaine
[152] narcotics
[149] ring
[149] part
[149] ohioans
[149] indicted
[149] distribution
[148] 23
[136] guilty
[130] fentanyl

Top Words in Tweet in G3:
[92] health
[86] sdoh
[82] #sdoh
[42] social
[30] determinants
[29] care
[26] more
[18] data
[16] patients
[16] learn

Top Words in Tweet in G4:
[230] ðµð
[204] ðµ
[150] ðºð
[145] ñœ
[137] ðµñ
[67] ñƒð
[67] ñƒñ
[61] и
[56] ñƒ
[55] ðºñ

Top Words in Tweet in G5:
[74] #sdoh
[44] social
[43] health
[32] data
[26] civitas4health
[26] rwjf
[23] news
[21] support
[20] determinants
[19] allofusresearch

Top Words in Tweet in G6:
[67] #sdoh
[48] health
[33] health_affairs
[29] today
[29] community
[27] hospitals
[27] published
[27] typology
[26] action
[25] article

Top Words in Tweet in G7:
[34] #sdoh
[24] health
[20] more
[13] social
[13] healthcare
[11] digital
[11] abnermason
[10] sdoh
[10] addressing
[9] model

Top Words in Tweet in G8:
[30] #sdoh
[17] data
[12] health
[9] hospitals
[9] #healthequity
[9] healthbegins
[8] community
[7] cc
[7] #ahima22
[7] patients

Top Words in Tweet in G9:
[11] #sdoh
[9] care
[9] patient
[8] health
[7] take
[7] longitudinal
[6] look
[6] record
[6] many
[6] justice

Top Words in Tweet in G10:
[14] picardonhealth
[14] #sdoh
[9] #homelessness
[9] medicine
[8] last
[8] #addiction
[8] family
[8] long
[8] breakdown
[8] alexnatarosmd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[353] care,model
[351] based,care
[350] more,willing
[350] family,caregivers
[349] willing,facilitate
[349] facilitate,home
[349] home,based
[349] eager,training
[349] caregivers,more
[349] training,technology

Top Word Pairs in Tweet in G1:
[346] more,willing
[346] facilitate,home
[346] caregivers,more
[346] training,technology
[346] care,model
[346] eager,training
[346] family,caregivers
[346] model,eager
[346] home,based
[346] willing,facilitate

Top Word Pairs in Tweet in G2:
[149] part,narcotics
[149] distribution,ring
[149] narcotics,distribution
[149] indicted,part
[149] ohioans,indicted
[148] 23,ohioans
[128] involving,bulk
[128] amounts,fentanyl
[128] bulk,amounts
[128] fentanyl,crack

Top Word Pairs in Tweet in G3:
[29] social,determinants
[28] determinants,health
[10] health,sdoh
[8] white,house
[8] health,equity
[7] sdoh,data
[7] health,outcomes
[5] food,insecurity
[5] october,2022
[5] features,october

Top Word Pairs in Tweet in G4:
[42] ðµð,ñœ
[38] ðµð,ðµ
[33] ðµ,ðµð
[32] ðµ,ðµñ
[29] ðµð,ðµð
[27] #ð,ñƒñ
[24] ðºð,ðµð
[23] ðºñ,ñœ
[22] ðµñ,ðµ
[21] ðºð,ðµ

Top Word Pairs in Tweet in G5:
[19] social,determinants
[19] determinants,health
[18] #sdoh,data
[17] big,news
[13] social,care
[12] health,#sdoh
[10] #sdoh,#interoperability
[10] civitas4health,thegravityproj
[10] rwjf,civitas4health
[10] partner,help

Top Word Pairs in Tweet in G6:
[25] #sdoh,action
[25] action,hospitals
[25] hospitals,published
[25] published,today
[25] today,health_affairs
[25] article,proposing
[25] community,#sdoh
[25] proposing,typology
[25] typology,community
[24] matildareallen,article

Top Word Pairs in Tweet in G7:
[11] digital,healthcare
[9] serve,individuals
[9] individuals,unmet
[9] healthcare,technologies
[9] model,#sdoh
[8] views,blog
[8] #ahrq,views
[7] erine,gray
[6] finding,implementing
[6] learn,more

Top Word Pairs in Tweet in G8:
[4] #sdoh,#healthequity
[4] #txhimayall,#ahima22
[3] health,outcomes
[3] #publichealth,practice
[3] based,historical
[3] data,models
[3] ai,biased
[3] #povertyâ,known
[3] models,ai
[3] small,subset

Top Word Pairs in Tweet in G9:
[6] many,times
[6] record,patient
[6] justice,involved
[6] involved,astounding
[6] healthcare,record
[6] look,longitudinal
[6] patient,justice
[6] take,look
[6] astounding,many
[6] longitudinal,healthcare

Top Word Pairs in Tweet in G10:
[8] ended,#homelessness
[8] medicine,ended
[8] #homelessness,year
[8] last,long
[8] long,family
[8] #addiction,mental
[8] year,ago
[8] breakdown,#addiction
[8] ago,last
[8] family,breakdown

Top Replied-To
Top Replied-To in Entire Graph:
@snovo_sdoh
@sgrolpy
@mar_sdoh
@kosyastruggle
@alkoparty92
@amybaugher
@qenisho
@guardianaus
@karlamalamut
@inquisitordoll

Top Replied-To in G1:
@mollyculture
@magnorris

Top Replied-To in G2:
@marshablackburn
@senjohnkennedy
@casbeataol

Top Replied-To in G3:

Top Replied-To in G4:
@mar_sdoh
@alkoparty92
@kosyastruggle
@inquisitordoll
@karlamalamut
@ican_domiracles
@nicetea__
@_general_ashes
@nikogonelubly
@halsynurm

Top Replied-To in G5:
@ahcccsgov
@willbleser
@whitehouse
@julianzxie

Top Replied-To in G6:
@safetynetplans
@matildareallen
@theihi

Top Replied-To in G7:
@abnermason
@hassanah2017
@impscinorc
@jenweaver524

Top Replied-To in G9:
@markcheetham
@olliehart7
@drrichardpile
@michaelalbertmd
@jencolamonico
@kimbbellard

Top Mentioned
Top Mentioned in Entire Graph:
@magnorris
@fbi
@fbicincinnati
@sdohnews
@health_affairs
@trisha_the_doc
@kimperrotta57
@rwjf
@sudhvir
@matildareallen

Top Mentioned in G1:
@magnorris
@ktan_rn

Top Mentioned in G2:
@fbi
@fbicincinnati
@sdohnews
@atfcolumbus
@aarpohio
@senjohnkennedy
@magnorris

Top Mentioned in G3:
@jmirpub
@benestarsl

Top Mentioned in G4:
@doyouhavealco
@mor_utopia_bot
@karlamalamut
@willdeineseele
@pharaohdragon
@aiishemm
@jukjujada
@tireksesh
@souffrantmitte1
@arradraws

Top Mentioned in G5:
@rwjf
@allofusresearch
@civitas4health
@mihin
@thegravityproj
@rootcauseco
@ehrintel
@hl7
@lisabari
@ncdhhs

Top Mentioned in G6:
@health_affairs
@matildareallen
@aligning4health
@risehlth
@gwpublichealth
@arnold_ventures
@epflcswccm
@rawhitted
@fchonline
@rootcauseco

Top Mentioned in G7:
@abnermason
@sameskyhealth
@findhelporg
@drkeilalopez
@onc_healthit
@hassanah2017
@ahrqnews
@thegravityproj
@nasem_health
@healthbegins

Top Mentioned in G8:
@healthbegins
@commonwealthfnd
@ahimaresources
@abc
@malizondo
@uclahealth
@ellis_ln
@danielkrutech
@ahima22
@dpcarrington

Top Mentioned in G9:
@corbettkr
@walmart
@aafp
@aleksiraudasoja
@tompmarshall
@paulpharoah
@mbrettha
@susan_bewley
@michaelbaum11
@1987andrewk

Top Mentioned in G10:
@picardonhealth
@alexnatarosmd
@anjaliapp
@leighchappy
@cma_docs
@har
@garymasonglobe
@brownmedicine
@nythealth

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@chidambara09
@kat4obama
@lizditz
@cheezwitham
@evankirstel
@marthalynneowe1
@carrybeyond
@netminnow
@79topper

Top Tweeters in G1:
@oldlady12345
@lizditz
@cheezwitham
@netminnow
@bellesapepper37
@unlewis
@lllwry
@pushandpulljlm
@wismiss3
@nitenitemelissa

Top Tweeters in G2:
@carrybeyond
@79topper
@theresamax
@adekleine
@roripierpont1
@deesbarbara
@kimpy123
@bethsinniresist
@masky_jay_hoody
@ydanasmithdutra

Top Tweeters in G3:
@spanishcountry
@420hotdogs
@gate_15_analyst
@el_grillo1
@wayne_effect
@tinarose_
@domycustomessay
@debruning
@gethypedllc
@borderobserver

Top Tweeters in G4:
@archillect
@rita_chalova
@the_77thelement
@apostatelehosum
@maxbanshees
@borodate_bidlo
@punk_lemon
@kohakunobaka
@alkoparty92
@ioannzh

Top Tweeters in G5:
@rosario_strano
@markquarter
@kamalfizazi
@jettieeddleman
@uchicago
@umichmedicine
@wv_dhhr
@rwjf
@emilyymata
@arbakr

Top Tweeters in G6:
@b0tsci
@thartman2u
@theoceanlawyers
@scicommbot
@healthpolicybot
@krash63
@brianrahmer
@ericschrimshaw
@asanakpan
@astho

Top Tweeters in G7:
@drferdowsi
@mightycasey
@catchthebaby
@rasushrestha
@epatientdave
@iamritu
@statnews
@healthitanswers
@boltyboy
@savaslab

Top Tweeters in G8:
@mayread3
@abc
@cnn
@usatoday
@ap
@theatlantic
@edyong209
@grumpybaldprof
@markpoloncarz
@uthealth_sbmi

Top Tweeters in G9:
@walmart
@pash22
@stuckonsw
@zaynakhayat
@aafp
@markcheetham
@drselvarajah
@alexmmtri
@nejm
@kimbbellard

Top Tweeters in G10:
@terpsichore_los
@latimes
@wsj
@codienec
@miamiherald
@dallasnews
@cbcnews
@patstagepage
@mlgg2
@thegentyyc


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