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sdoh_2023-02-18_22-50-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2023
Short Description:
sdoh via NodeXL https://bit.ly/414Y1OG
@healthbegins
@minorityhealth
@nationshealth
@kentbuse
@vivimbmd
@aligning4health
@dermhag
@health_affairs
@abnermason
@picardonhealth

Top hashtags:
#sdoh
#healthequity
#healthcare
#blackhistorymonth
#publichealth
#digitalhealth

Description:
Description
The graph represents a network of 4,991 Twitter users whose recent tweets contained "sdoh", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 06:55 UTC.

The tweets in the network were tweeted over the 1586-day, 4-hour, 39-minute period from Tuesday, 16 October 2018 at 19:44 UTC to Sunday, 19 February 2023 at 00:23 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4991
Unique Edges : 4157
Edges With Duplicates : 8087
Total Edges : 12244
Number of Edge Types : 9
Retweet : 2255
MentionsInRetweet : 3587
Tweet : 1387
Mentions : 1919
MentionsInQuote : 340
MentionsInReplyTo : 1721
Quote : 227
Replies to : 799
MentionsInQuoteReply : 9
Self-Loops : 2003
Reciprocated Vertex Pair Ratio : 0.0644290774160904
Reciprocated Edge Ratio : 0.121058469339249
Connected Components : 793
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 2845
Maximum Edges in a Connected Component : 8134
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.963462
Graph Density : 0.000253402015411307
Modularity : 0.509254
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,991 Twitter users whose recent tweets contained "sdoh", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 06:55 UTC.

The tweets in the network were tweeted over the 1586-day, 4-hour, 39-minute period from Tuesday, 16 October 2018 at 19:44 UTC to Sunday, 19 February 2023 at 00:23 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[52] https://minorityhealth.hhs.gov/bhm/
[49] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[36] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[32] https://twitter.com/cal50/status/1608194719921709058/photo/1
[20] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md/
[18] https://anchor.fm/centeringhealthequity/episodes/Ep-13-The-Role-of-Health-Plans-in-Advancing-Health-Equity-e1ue64g?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[14] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[12] https://www.fiercehealthcare.com/providers/sdoh-analytics-startup-spatially-health-work-aco-health-partners
[10] https://r20.rs6.net/tn.jsp?f=001ZDOlFRtK-fkAyJennQB9rBBdpgrZt6DTSbRvc9fWGJR0sE7cgCGivtPqxgY4WTBt9V5j9X5o7YfdLLX_0bzXh9mnxjgamLCF8z4Q5g0zwFPOxlq-my_M2g66dgNHa70LKpOmtl9JLv1YfTa4kIzZR3o0SQ5ACEF1G9BTOkNgzfz9o0ZsPc9HPYAvv6WuxOzQ47cyDg6rndE=&c=Qgu7TWPD3VeyN0fzXk7-Kj-yir9KBfinpxgnHMWYAvl_jBC7suJ-4g==&ch=SV3vyT0EXBwXln-AIHhI_YYPqpH03KngstBqZSHFKjMFQ2XdNVw7ZQ==
[10] https://patientengagementhit.com/news/food-insecurity-sdoh-costs-2.5k-in-family-healthcare-expenditures

Top URLs in Tweet in G1:
[9] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[6] https://patientengagementhit.com/news/food-insecurity-sdoh-costs-2.5k-in-family-healthcare-expenditures
[6] https://www.ninepatch.com/
[6] https://medcitynews.com/2023/02/seniors-mental-health-and-sdoh-a-family-physicians-view/
[5] https://patientengagementhit.com/news/race-a-key-sdoh-fueling-health-disparities-in-cancer-outcomes
[5] https://mhealthintelligence.com/news/patients-satisfied-with-sdoh-needs-addressed-via-telehealth
[4] https://www.cdc.gov/about/sdoh/index.html
[4] https://patientengagementhit.com/news/few-studies-assess-social-determinants-of-health-intervention-by-race
[4] https://www.justice.gov/usao-sdoh/pr/cincinnati-septuagenarian-ordered-repay-461780-stolen-va-benefits
[4] https://californiahia.org/events/EventDetails.aspx?id=1695462&group=

Top URLs in Tweet in G2:
[10] https://www.fiercehealthcare.com/providers/sdoh-analytics-startup-spatially-health-work-aco-health-partners
[10] https://www.chcs.org/resource/financing-approaches-to-address-social-determinants-of-health-via-medicaid-managed-care-a-twelve-state-review/
[9] https://refreshmiami.com/spatially-health-is-paving-the-way-to-value-based-care-through-its-data-driven-platform/
[7] https://www.chcs.org/resource/new-cms-guidance-on-addressing-social-needs-through-medicaid-implications-for-states-managed-care-and-health-systems/
[6] https://www.medicaleconomics.com/view/health-equity-the-challenge-facing-physicians-in-the-move-to-value-based-care
[5] https://spatiallyhealth.com/platforms-should-support-providers-in-value-based-care-models/
[4] https://www.healthleadersmedia.com/revenue-cycle/cdc-releases-new-diagnosis-codes-2023-focus-sdoh
[4] https://www.chcs.org/testing-one-two-three-cms-new-demonstration-opportunity-to-address-health-related-social-needs/
[3] https://patientengagementhit.com/news/racial-disparities-apparent-in-benefits-to-walkability-neighborhood-sdoh
[3] https://www.prweb.com/releases/2023/1/prweb19120203.htm

Top URLs in Tweet in G3:
[6] https://twitter.com/IlonaKickbusch/status/1621466196062228480/photo/1
[4] https://www.croakey.org/in-the-wake-of-kimberley-flooding-what-are-the-lessons-being-learnt/
[3] https://www.croakey.org/five-policy-interventions-to-support-a-more-diverse-media-landscape/
[3] https://twitter.com/SocSocMed/status/1619012658833022976/photo/1
[2] https://www.bmj.com/content/376/bmj-2021-066172
[2] https://www.croakey.org/the-indigenous-voice-can-tackle-climate-change-and-empower-communities/
[2] https://twitter.com/MelissaSweetDr/status/1615872069484564480/photo/1
[2] https://www.worldobesity.org/resources/resource-library/statement-to-the-152nd-who-executive-board-social-determinants-of-health
[2] https://www.sciencedirect.com/science/article/abs/pii/S0743016715300693
[1] https://academic.oup.com/crawlprevention/governor?content=%2fheapro

Top URLs in Tweet in G4:
[47] https://minorityhealth.hhs.gov/bhm/
[4] https://salud-america.org/3-tools-to-screen-for-social-determinants-of-health/
[3] https://twitter.com/MinorityHealth/status/1620795367015989250/photo/1
[3] https://blog.nachc.org/social-drivers-vs-social-determinants-using-clear-terms/
[3] https://twitter.com/samhsagov/status/1620808704407834625/photo/1
[3] https://twitter.com/samhsagov/status/1623739771083186178/photo/1
[3] https://salud-america.org/the-rise-of-screening-for-social-determinants-of-health/
[3] https://health.gov/healthypeople/priority-areas/social-determinants-health
[3] https://twitter.com/mercycareaz/status/1625905070406610956/photo/1
[2] https://hdpulse.nimhd.nih.gov/index.html?utm_source=LinkedIn&utm_medium=osocial&utm_campaign=PartnerToolkit&utm_content=

Top URLs in Tweet in G5:
[49] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[20] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md/
[4] https://twitter.com/docwithapurpose/status/1625339235145220096/photo/1
[4] https://twitter.com/AcademyMedCLE/status/1625892221525405697/photo/1
[3] https://www.kff.org/medicaid/issue-brief/california-efforts-to-address-behavioral-health-and-sdoh-a-look-at-whole-person-care-pilots/
[2] https://twitter.com/propublica/status/1624408397670977537
[2] https://twitter.com/DrishPill/status/1623783713203970051
[2] https://twitter.com/JasonJamesonMD/status/1614289213452689408/photo/1
[2] https://www.ama-assn.org/amaone/ama-recovery-plan-america-s-physicians?utm_source=ambassador-program&utm_medium=social_ama
[2] https://www.kff.org/medicare/issue-brief/over-35-million-prior-authorization-requests-were-submitted-to-medicare-advantage-plans-in-2021/

Top URLs in Tweet in G6:
[2] https://www.theglobeandmail.com/opinion/article-we-cant-view-health-as-an-exclusively-personal-matter-its-a-collective/
[2] https://www.winnipegfreepress.com/opinion/analysis/2023/02/08/data-required-to-stop-downtowns-downward-slide
[2] https://www.thestar.com/news/canada/2023/02/04/a-national-strategy-on-aging-health-leaders-are-asking-trudeau-to-heed-their-call.html
[1] https://theprovince.com/opinion/op-ed/disability-diagnosis-in-canada-must-not-be-prescription-for-poverty
[1] https://www.theglobeandmail.com/opinion/article-how-ottawa-can-help-fix-health-care-first-send-less-money/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/canada/article-experts-look-to-diagnose-the-toll-of-homelessness-on-health-care/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.cbc.ca/news/canada/ottawa/kingston-encampment-eviction-march-care-hub-support-1.6709189
[1] https://listserv.yorku.ca/cgi-bin/wa?SUBED1=SDOH&A=1
[1] https://twitter.com/willfalk/status/1615093556858822664/photo/1
[1] https://twitter.com/datatechsoln/status/1613300424970313731/photo/1

Top URLs in Tweet in G7:
[6] https://twitter.com/ShrillaB/status/1626681616687824896/photo/1
[4] https://twitter.com/DVervoort94/status/1616938509364764674/photo/1
[4] https://twitter.com/DrMarthaGulati/status/1626648995048132610/photo/1
[4] https://twitter.com/hvanspall/status/1615370212387217408/photo/1
[4] https://twitter.com/hvanspall/status/1615344434358493185/photo/1
[4] https://twitter.com/RBP0612/status/1625922608351903744/photo/1
[3] https://twitter.com/AnastasiaSMihai/status/1626668258001559553/photo/1
[3] https://twitter.com/LmarieAsad/status/1615377059643273217/photo/1
[2] https://www.acc.org/Latest-in-Cardiology/Articles/2022/10/27/18/42/JACC-Paper-Outlines-Actionable-Plan-to-Address-CVD-Disparities-in-Black-Women?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[2] https://www.acc.org/About-ACC/Diversity-and-Inclusion?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post%F0%9F%91%89

Top URLs in Tweet in G8:
[3] https://go.edc.org/CSNHE1
[3] https://allzonems.com/important-changes-to-icd-10-cm-codes-and-guidelines/
[2] https://healthbegins.org/organizing-health-equity-work-by-place/
[2] https://twitter.com/Prison_Health/status/1618728108818931713/photo/1
[2] https://www.politico.eu/article/uk-is-it-time-to-ditch-nhs-healthcare-model/
[2] https://twitter.com/AANP_NEWS/status/1620177699515006978/photo/1
[1] https://www.thebody.com/article/reclaiming-our-power-as-black-women?ap=2008
[1] https://twitter.com/HealthBegins/status/1624249619864555520/photo/1
[1] https://healthbegins.org/great-books-to-gift-upstreamists-healthbegins-staff-picks/
[1] https://twitter.com/HealthBegins/status/1611175725536534529/photo/1

Top URLs in Tweet in G9:
[10] https://communicatehealth.com/wehearthealthliteracy/clearing-up-social-determinants-of-health/
[4] https://twitter.com/healthythinker/status/1613543651149324288/photo/1
[2] https://www.medigy.com/news/2023/02/09/healthcareitnews-how-ai-driven-patient-scheduling-can-improve-health-equity/
[2] https://www.medigy.com/communities/hospital-at-home/to-tackle-the-digital-divide-a-program-teaches-seniors-how-to-use-telehealth/
[2] https://www.mobihealthnews.com/news/socially-determined-and-datavant-partner-sdoh-data
[1] https://twitter.com/abnermason/status/1620561313071091712
[1] https://twitter.com/abnermason/status/1617193874123784192
[1] https://www.weforum.org/agenda/2023/01/health-equity-aligning-health-and-social-care-davos23/
[1] https://twitter.com/abnermason/status/1616188247792558080/photo/1
[1] https://www.linkedin.com/posts/abnermason_healthequity-healthplans-sdoh-activity-7021871714787581952-ayPE

Top URLs in Tweet in G10:
[8] https://www.eventbrite.com/e/dap-cye-2024-requirements-for-all-eligible-ahcccs-provider-types-registration-520059561147
[6] https://www.healthcareitnews.com/news/what-2023-holds-ehr-optimization-sdoh-patient-access-health-equity-and-more
[4] https://www.healthcareitnews.com/news/exploring-connections-between-sdoh-and-public-health
[3] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[3] https://twitter.com/MontefiorePeds/status/1622589417092222977/photo/1
[3] https://assets.togetherforbettermedicaid.org/media/okbm_hma_strategies-for-addressing-sdoh-and-health-equity-brief_december-2021.pdf
[3] https://twitter.com/BriljentLLC/status/1613597597003927552/photo/1
[2] https://www.himss.org/resources/social-determinants-health?utm_source=twitter&utm_medium=social&utm_campaign=sdoh_guide
[2] https://www.ahajournals.org/doi/10.1161/JAHA.122.026590
[2] http://healthlandscape.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[1660] twitter.com
[163] justice.gov
[140] linkedin.com
[63] hhs.gov
[60] patientengagementhit.com
[58] dy.si
[42] healthcareitnews.com
[36] youtube.com
[34] healthcareittoday.com
[28] jamanetwork.com

Top Domains in Tweet in G1:
[154] twitter.com
[24] justice.gov
[20] linkedin.com
[19] patientengagementhit.com
[17] healthcareitnews.com
[12] dy.si
[11] medcitynews.com
[10] cdc.gov
[8] youtube.com
[8] arxiv.org

Top Domains in Tweet in G2:
[83] twitter.com
[22] chcs.org
[20] patientengagementhit.com
[14] voicestorm.com
[13] fiercehealthcare.com
[12] healthaffairs.org
[11] healthleadersmedia.com
[11] okt.to
[9] risehealth.org
[9] refreshmiami.com

Top Domains in Tweet in G3:
[49] twitter.com
[13] croakey.org
[4] org.uk
[3] bmj.com
[3] co.uk
[3] gov.au
[3] sciencedirect.com
[2] who.int
[2] plos.org
[2] viglink.com

Top Domains in Tweet in G4:
[92] twitter.com
[50] hhs.gov
[9] health.gov
[9] salud-america.org
[4] nih.gov
[4] nachc.org
[4] youtube.com
[2] youtu.be
[2] cancer.gov
[2] careinnovations.org

Top Domains in Tweet in G5:
[69] linkedin.com
[54] twitter.com
[7] ama-assn.org
[5] kff.org
[3] smh.re
[2] nytimes.com
[2] substack.com
[2] highmarkhealth.org
[2] patientengagementhit.com
[1] healthleadersmedia.com

Top Domains in Tweet in G6:
[14] twitter.com
[7] thestar.com
[4] theglobeandmail.com
[4] cbc.ca
[4] winnipegfreepress.com
[3] nunatsiaq.com
[1] theprovince.com
[1] yorku.ca
[1] futurity.org
[1] biomedcentral.com

Top Domains in Tweet in G7:
[51] twitter.com
[5] acc.org
[2] nbc4i.com
[2] ahajournals.org
[1] bemidjipioneer.com
[1] news-medical.net
[1] hcsc.com
[1] huffpost.com
[1] saferfoundation.org
[1] docwirenews.com

Top Domains in Tweet in G8:
[50] twitter.com
[4] healthbegins.org
[4] statnews.com
[4] edc.org
[4] allzonems.com
[3] youtube.com
[2] healthaffairs.org
[2] commonwealthfund.org
[2] capitalbnews.org
[2] patientengagementhit.com

Top Domains in Tweet in G9:
[87] twitter.com
[10] communicatehealth.com
[5] healthpopuli.com
[4] jamanetwork.com
[4] medigy.com
[4] theguardian.com
[3] linkedin.com
[3] biomedcentral.com
[2] weforum.org
[2] sameskyhealth.com

Top Domains in Tweet in G10:
[42] twitter.com
[17] healthcareitnews.com
[8] eventbrite.com
[7] healthlandscape.org
[3] togetherforbettermedicaid.org
[3] zoom.us
[3] ehrintelligence.com
[3] contexture.org
[3] stateofreform.com
[2] healthleadersmedia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2135] sdoh
[431] healthequity
[196] healthcare
[139] blackhistorymonth
[133] publichealth
[89] digitalhealth
[87] health
[68] healthtech
[62] rise2023
[62] medicaid



Top Hashtags in Tweet in G1:
[208] sdoh
[43] healthequity
[40] healthcare
[19] publichealth
[15] health
[12] socialdeterminantsofhealth
[10] healthtech
[10] healthit
[10] medicaid
[10] interoperability

Top Hashtags in Tweet in G2:
[244] sdoh
[74] healthequity
[36] healthcare
[35] medicaid
[26] healthtech
[19] thinkspatially
[16] valuebasedcare
[14] cdwsocial
[13] hrsn
[12] data

Top Hashtags in Tweet in G3:
[87] sdoh
[34] eb152
[18] cdoh
[13] oralhealth
[12] healthforall
[11] publichealth
[10] ruralhealthmatters
[9] auspol
[6] icymi
[5] wha

Top Hashtags in Tweet in G4:
[117] blackhistorymonth
[64] sdoh
[17] healthequity
[12] bhm
[11] covid19
[7] hdpulse
[5] hp2030
[5] bhm2023
[4] professors
[4] healtheducators

Top Hashtags in Tweet in G5:
[23] fixpriorauth
[17] sdoh
[15] stateadvocacysummit
[7] gi23
[6] amanac
[5] medtwitter
[5] oncoalerttoptweet
[4] fightingfordocs
[3] ourama
[3] medicaid

Top Hashtags in Tweet in G6:
[34] sdoh
[15] poverty
[13] disability
[6] med6288
[4] policyinaction
[4] indigenoushealth
[3] ruralhealth
[3] publicpolicy
[3] ruralcommunities
[3] geospatial

Top Hashtags in Tweet in G7:
[62] rise2023
[54] sdoh
[41] cvd
[27] healthequity
[13] education
[13] housing
[13] food
[10] riskfactors
[9] ehr
[7] cv

Top Hashtags in Tweet in G8:
[69] sdoh
[24] healthequity
[14] black
[11] poverty
[8] racism
[4] cms
[4] medicaid
[4] publichealth
[4] environmentaljustice
[4] maternalhealth

Top Hashtags in Tweet in G9:
[104] sdoh
[64] publichealth
[46] ehealth
[46] digitalhealth
[35] healthpromotion
[35] globalhealth
[30] sustainability
[27] mentalhealth
[26] closethegap
[25] housing

Top Hashtags in Tweet in G10:
[77] sdoh
[24] healthcare
[15] healthequity
[7] thebronx
[6] pophealthit
[6] healthit
[5] pediatrics
[5] hie
[4] health
[4] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[2700] health
[2134] #sdoh
[1276] sdoh
[1086] social
[755] determinants
[689] care
[686] more
[430] #healthequity
[429] data
[420] equity

Top Words in Tweet in G1:
[350] health
[259] sdoh
[207] #sdoh
[168] social
[120] determinants
[76] care
[67] more
[53] equity
[53] data
[45] outcomes

Top Words in Tweet in G2:
[244] #sdoh
[181] health
[96] data
[96] sdoh
[84] social
[73] #healthequity
[72] more
[65] care
[51] address
[48] health_affairs

Top Words in Tweet in G3:
[189] health
[87] #sdoh
[56] social
[51] determinants
[42] spidermaani
[41] money
[41] thanks
[40] power
[34] #eb152
[30] melissasweetdr

Top Words in Tweet in G4:
[312] health
[139] social
[131] determinants
[120] minorityhealth
[117] #blackhistorymonth
[112] join
[103] communities
[99] black
[94] sdoh
[87] addressing

Top Words in Tweet in G5:
[122] care
[116] prior
[105] physicians
[99] codes
[99] changed
[99] delayed
[95] document
[90] authorization
[89] rationing
[84] abandoned

Top Words in Tweet in G6:
[103] health
[90] people
[61] picardonhealth
[54] debralefebvre
[50] mental
[47] go
[42] enough
[38] food
[37] live
[37] kids

Top Words in Tweet in G7:
[67] cv
[62] #rise2023
[57] health
[56] outcomes
[54] #sdoh
[44] women
[41] #cvd
[39] ditchhaporia
[35] disparities
[34] black

Top Words in Tweet in G8:
[69] #sdoh
[63] health
[31] healthbegins
[24] #healthequity
[24] social
[18] cc
[17] addressing
[16] more
[15] inequities
[14] #black

Top Words in Tweet in G9:
[104] #sdoh
[103] health
[64] #publichealth
[46] #ehealth
[46] #digitalhealth
[35] #globalhealth
[35] #healthpromotion
[34] electronic
[34] records
[31] healthythinker

Top Words in Tweet in G10:
[95] health
[77] #sdoh
[41] social
[35] sdoh
[34] more
[31] data
[31] determinants
[26] community
[25] learn
[24] care

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[724] social,determinants
[695] determinants,health
[349] health,equity
[203] health,sdoh
[174] learn,more
[165] health,outcomes
[159] health,#sdoh
[118] addressing,social
[110] #healthequity,#sdoh
[101] #sdoh,#healthequity

Top Word Pairs in Tweet in G1:
[120] social,determinants
[112] determinants,health
[56] health,sdoh
[47] health,equity
[18] health,outcomes
[18] health,#sdoh
[18] learn,more
[17] sdoh,data
[17] #sdoh,#healthequity
[15] sdoh,coding

Top Word Pairs in Tweet in G2:
[39] social,determinants
[38] determinants,health
[33] #sdoh,data
[28] social,needs
[25] related,social
[24] health,related
[22] value,based
[20] #sdoh,#healthequity
[19] food,insecure
[18] insecure,families

Top Word Pairs in Tweet in G3:
[42] determinants,health
[41] social,determinants
[39] power,health
[38] money,power
[24] episode,money
[23] huge,thanks
[19] executive,board
[17] board,#eb152
[16] pleased,share
[16] today,executive

Top Word Pairs in Tweet in G4:
[131] social,determinants
[129] determinants,health
[77] addressing,social
[70] proud,join
[69] health,sdoh
[66] health,equity
[65] #blackhistorymonth,addressing
[65] celebrating,#blackhistorymonth
[63] minorityhealth,celebrating
[62] join,minorityhealth

Top Word Pairs in Tweet in G5:
[98] delayed,changed
[95] codes,document
[90] prior,authorization
[84] changed,abandoned
[83] care,due
[82] abandoned,care
[78] due,insurer
[76] authorization,rationing
[75] insurer,prior
[72] rationing,high

Top Word Pairs in Tweet in G6:
[35] people,live
[34] people,suffer
[34] tents,families
[34] food,kids
[34] school,hungry
[34] suffer,mental
[34] kids,go
[34] enough,food
[34] families,enough
[34] live,tents

Top Word Pairs in Tweet in G7:
[24] black,women
[22] higher,cv
[22] mortality,take
[22] cv,mortality
[22] face,higher
[22] affected,#cvd
[22] women,disproportionately
[22] #cvd,face
[22] disproportionately,affected
[22] take,achieve

Top Word Pairs in Tweet in G8:
[10] social,needs
[10] health,equity
[10] #healthequity,#sdoh
[8] health,outcomes
[8] many,#black
[8] life's,essential
[8] health,related
[7] related,social
[6] determinants,health
[6] icd,10

Top Word Pairs in Tweet in G9:
[34] health,records
[34] electronic,health
[18] #digitalhealth,#ehealth
[17] determinants,health
[16] health,equity
[16] social,determinants
[14] forms,inequality
[14] let's,act
[14] #healthequity,forms
[14] inspired,#martinlutherking

Top Word Pairs in Tweet in G10:
[30] social,determinants
[26] determinants,health
[14] learn,more
[10] 2024,program
[10] dap,cye
[10] health,outcomes
[10] ahcccsgov,dap
[10] community,health
[10] health,#sdoh
[10] cye,2024

Top Replied-To
Top Replied-To in Entire Graph:
@mar_sdoh
@healthgorilla
@vickersbiostats
@snovo_sdoh
@abnermason
@amermedicalassn
@gregggonsalves
@drspratticus
@rooster_ohio
@marilynheinemd

Top Replied-To in G2:
@ucsdhealth
@graymatterdata
@cmsgov
@sethaberkowitz
@spatiallyhealth
@health_affairs
@ehrintel
@hhsgov
@sacjai
@newsomhcp

Top Replied-To in G3:
@drtomfrieden
@spidermaani
@baumfran
@patmcgorry
@who
@beckycnn
@thephitcoach
@fionaquigs
@sandrodemaio
@leannewells63

Top Replied-To in G4:
@bethfratesmd
@mayocliniccv

Top Replied-To in G5:
@amermedicalassn
@marilynheinemd
@chaddkollas
@jbryan522
@joanneloethenmd
@healthapiguy
@physgrassroots
@dapattmd
@jasonjamesonmd
@nishapunatar

Top Replied-To in G6:
@raghu_venugopal
@tutor_chris
@rawsthornetrish
@jdaviesphd
@sandrodemaio
@datatechsoln
@willfalk
@alandrummond2
@acoyne
@commpsychaus

Top Replied-To in G7:
@drbirgitvogel
@womenas1
@maxjordan_n
@heartotxheartmd
@drjohnm

Top Replied-To in G8:
@nemours

Top Replied-To in G9:
@guardianaus
@abnermason
@tom_laroc
@mikesington
@abcnews
@g17esiason
@mazzucatom
@neurosciencenew
@christiantams
@docjeffd

Top Replied-To in G10:
@alfredpoor
@jaha_aha
@mdhhs_director
@qhrhealth
@specialtypharm
@btabarsimd
@drbctheat
@thenci
@azdhs
@tweetsofcats

Top Mentioned
Top Mentioned in Entire Graph:
@minorityhealth
@who
@picardonhealth
@nationalmedassn
@marmotihe
@debralefebvre
@health_affairs
@healthbegins
@spidermaani
@fbicincinnati

Top Mentioned in G1:
@judsontelemed
@ubssw
@meditech
@who
@slealrx
@fnbntv
@mummichogblogd1

Top Mentioned in G2:
@health_affairs
@cmsgov
@chcshealth
@fiercehealth
@sethaberkowitz
@newsomhcp
@wedionline
@risehlth
@hillitma
@spatiallyhealth

Top Mentioned in G3:
@who
@spidermaani
@melissasweetdr
@kentbuse
@etiennekrug
@healthpromint
@doc_samantha
@martinmckee
@wepublichealth
@croakeynews

Top Mentioned in G4:
@minorityhealth
@samhsagov
@nimhd
@drmermincdc
@saludamerica
@healthgov
@publichealthmap
@cdchep
@abcardio1
@cdcstd

Top Mentioned in G5:
@amermedicalassn
@dermhag
@fumikochino
@qasimhussainimd
@guptaarjun90
@dapattmd
@kff
@hivhep
@gabrieldane
@brookslasurecms

Top Mentioned in G6:
@picardonhealth
@debralefebvre
@wencyleung
@torontostar
@winnipegnews
@globeandmail
@raghu_venugopal
@amitaryamd
@umasswalker

Top Mentioned in G7:
@ditchhaporia
@jholtzman3
@accintouch
@athenapoppas
@womenas1
@drmarthagulati
@shrillab
@anastasiasmihai
@hvanspall
@dvervoort94

Top Mentioned in G8:
@healthbegins
@chcshealth
@nemourscardiac
@statnews
@brianccastrucci
@rishimanchanda
@carissabakersm1
@allzone_online
@rihealth
@politico

Top Mentioned in G9:
@healthythinker
@silkelefay
@abnermason
@communicatehlth
@amazon
@dollargeneral
@oecd
@commonwealthfnd
@mhealthintel
@shereesemaymba

Top Mentioned in G10:
@montefiorenyc
@healthitnews
@ahcccsgov
@hubbucket
@uniteushq
@earlechambers
@nih
@himss
@pega
@ameracadpeds

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@chidambara09
@hrblock_21
@independent
@lizditz
@vonrosenchild
@limportant_fr
@evankirstel
@thehill
@life_sciences_

Top Tweeters in G1:
@stigmabasen
@winobs
@spanishcountry
@420hotdogs
@dsrecruitspwd
@border555
@sport_ru_portal
@einpresswirepr
@charotardaily
@dataemia

Top Tweeters in G2:
@walmart
@latimes
@forbes
@pythonroboto
@medicalquack
@misterchambo
@komala_hayes
@queer_spice
@drzackaryberger
@aaaaaaavalon

Top Tweeters in G3:
@mariecolemanao
@melissasweetdr
@fastcompany
@madhavanpallan
@davelennonabc
@skatiq3
@newstatesman
@laprogressive
@thewarroomnz
@ilonakickbusch

Top Tweeters in G4:
@monitor_ph
@globalcmrpt
@publichealthmap
@16thstmall
@mommytalkshow
@saludamerica
@gordonterraysha
@cdcstd
@younginvincible
@mayoclinic

Top Tweeters in G5:
@lizditz
@marciasgreen
@propublica
@genericpanic
@sonodoc99
@bgordski
@cmichaelgibson
@johnminehan1
@tormagnuslarsen
@kari_jerge

Top Tweeters in G6:
@sexygirl798
@meeksvs
@globeandmail
@anik1968
@torontostar
@activisthat_
@jemmscee2
@winnipegnews
@dryoondzeepzig
@papillon4444

Top Tweeters in G7:
@cnbsnana
@huffpost
@wordfinga
@nbc4i
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@proftomquinn
@bemidji
@mstoya1913

Top Tweeters in G8:
@independent
@businessinsider
@cynicalvision50
@prison_health
@washingtonpost
@politico
@fortunemagazine
@harlemgirl59
@jranck
@drefleming7

Top Tweeters in G9:
@evankirstel
@pfanderson
@caring_mobile
@abcnews
@guardianaus
@gdorn1
@herve73950491
@wef
@compchembiobot
@jandis_price

Top Tweeters in G10:
@vonrosenchild
@hubbucket
@onclive
@angelopezh
@healthitnews
@aslavitt
@einsteinmed
@montefiorenyc
@himss
@211arizona