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sdoh_2023-02-04_22-50-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 05, 2023
Short Description:
sdoh via NodeXL https://bit.ly/3RO0fxT
@kentbuse
@healthbegins
@cmsgov
@vivimbmd
@healthythinker
@uressien
@melissasweetdr
@picardonhealth
@abnermason
@aligning4health

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

Description:
Description
The graph represents a network of 5,035 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 06:55 UTC.

The tweets in the network were tweeted over the 1572-day, 4-hour, 57-minute period from Tuesday, 16 October 2018 at 19:44 UTC to Sunday, 05 February 2023 at 00:41 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 : 5035
Unique Edges : 4148
Edges With Duplicates : 8225
Total Edges : 12373
Number of Edge Types : 9
Retweet : 2247
MentionsInRetweet : 3600
Tweet : 1404
Mentions : 1819
MentionsInQuote : 260
Quote : 225
MentionsInReplyTo : 1847
Replies to : 886
MentionsInQuoteReply : 85
Self-Loops : 2077
Reciprocated Vertex Pair Ratio : 0.0600665557404326
Reciprocated Edge Ratio : 0.113326008475906
Connected Components : 822
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 2926
Maximum Edges in a Connected Component : 8361
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.489818
Graph Density : 0.000251359277272048
Modularity : 0.507261
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,035 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 06:55 UTC.

The tweets in the network were tweeted over the 1572-day, 4-hour, 57-minute period from Tuesday, 16 October 2018 at 19:44 UTC to Sunday, 05 February 2023 at 00:41 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:
[35] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[32] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[31] https://twitter.com/cal50/status/1608194719921709058/photo/1
[17] https://minorityhealth.hhs.gov/bhm/
[17] https://www.healthcareitnews.com/news/what-2023-holds-ehr-optimization-sdoh-patient-access-health-equity-and-more
[17] https://www.justice.gov/usao-sdoh/pr/grand-jury-indicts-former-deportation-officer-federal-crimes-related-sexually
[13] https://www.justice.gov/usao-sdoh/pr/former-columbus-police-officer-pleads-guilty-fentanyl-trafficking-bribery
[12] https://r20.rs6.net/tn.jsp?f=001ZDOlFRtK-fkAyJennQB9rBBdpgrZt6DTSbRvc9fWGJR0sE7cgCGivtPqxgY4WTBt9V5j9X5o7YfdLLX_0bzXh9mnxjgamLCF8z4Q5g0zwFPOxlq-my_M2g66dgNHa70LKpOmtl9JLv1YfTa4kIzZR3o0SQ5ACEF1G9BTOkNgzfz9o0ZsPc9HPYAvv6WuxOzQ47cyDg6rndE=&c=Qgu7TWPD3VeyN0fzXk7-Kj-yir9KBfinpxgnHMWYAvl_jBC7suJ-4g==&ch=SV3vyT0EXBwXln-AIHhI_YYPqpH03KngstBqZSHFKjMFQ2XdNVw7ZQ==
[12] https://www.fiercehealthcare.com/providers/sdoh-analytics-startup-spatially-health-work-aco-health-partners
[11] https://www.justice.gov/usao-sdoh/pr/3-men-plead-guilty-domestic-terrorism-crime-related-plans-attack-power-grids

Top URLs in Tweet in G1:
[8] https://www.healthcareitnews.com/news/what-2023-holds-ehr-optimization-sdoh-patient-access-health-equity-and-more
[7] https://www.justice.gov/usao-sdoh/pr/grand-jury-indicts-former-deportation-officer-federal-crimes-related-sexually
[6] https://mhealthintelligence.com/news/patients-satisfied-with-sdoh-needs-addressed-via-telehealth
[6] https://patientengagementhit.com/news/food-insecurity-sdoh-costs-2.5k-in-family-healthcare-expenditures
[5] https://www.healthcareitnews.com/news/2023-may-bring-progress-sdoh-tech-telehealth-and-interoperability
[5] https://patientengagementhit.com/news/race-a-key-sdoh-fueling-health-disparities-in-cancer-outcomes
[5] https://californiahia.org/events/EventDetails.aspx?id=1695462&group=
[4] https://www.justice.gov/usao-sdoh/pr/cincinnati-septuagenarian-ordered-repay-461780-stolen-va-benefits
[4] https://www.chefaloconsulting.com/post/the-intersection-of-the-social-determinants-of-health-sdoh-and-trauma-informed-care-tic?ref=quuu
[4] https://twitter.com/drmasizer/status/1603573979754659841/photo/1

Top URLs in Tweet in G2:
[6] https://twitter.com/IlonaKickbusch/status/1621466196062228480/photo/1
[3] https://twitter.com/SocSocMed/status/1619012658833022976/photo/1
[2] https://twitter.com/sudhvir/status/1577307103542263811/photo/1
[2] https://twitter.com/DrPowerHays/status/1601949136143941633/photo/1
[2] https://www.worldobesity.org/resources/resource-library/statement-to-the-152nd-who-executive-board-social-determinants-of-health
[2] https://www.bmj.com/content/376/bmj-2021-066172
[2] https://twitter.com/MaritaHennessy/status/1140011020976644099/photo/1
[1] https://academic.oup.com/crawlprevention/governor?content=%2fheapro
[1] https://twitter.com/etiennekrug/status/1621511803930021888/photo/1
[1] https://visitor.r20.constantcontact.com/manage/optin?v=001KIKXHteYH7sZEy-UvndtcAnMFoStT1ulYAce5HwgDc-x5BBISJJnXkD0RiqE9kCMHv2bL1loJDHOeMryHWojSTvjdcgGe0AUGtL9Q5OraiI%3D

Top URLs in Tweet in G3:
[6] https://jamanetwork.com/journals/jamacardiology/fullarticle/2799379?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120822#.Y5JKrJ2Hxv4.twitter
[4] https://twitter.com/DVervoort94/status/1582706770367361025/photo/1
[4] https://twitter.com/DVervoort94/status/1616938509364764674/photo/1
[4] https://jamanetwork.com/journals/jamacardiology/fullarticle/2799379?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120722#.Y5FTyK_2AC0.twitter
[4] https://cloudmedxhealth.com/connect/
[3] https://healthlandscape.org/
[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
[2] https://twitter.com/HeartOTXHeartMD/status/1601227935939440641/photo/1
[2] https://www.ahajournals.org/doi/10.1161/JAHA.122.026590

Top URLs in Tweet in G4:
[11] https://healthcarenowradio.airtime.pro/
[10] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[7] https://www.healthcareitnews.com/news/what-2023-holds-ehr-optimization-sdoh-patient-access-health-equity-and-more
[4] https://twitter.com/GreggMastersMPH/status/1618354270465671169/photo/1
[4] https://twitter.com/healthythinker/status/1613543651149324288/photo/1
[4] https://www.healthcareitnews.com/news/2023-may-bring-progress-sdoh-tech-telehealth-and-interoperability
[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.medigy.com/news/2022/12/09/healthcareitnews-how-ai-and-machine-learning-can-predict-illness-and-boost-health-equity/
[2] https://www.medigy.com/communities/hospital-at-home/to-tackle-the-digital-divide-a-program-teaches-seniors-how-to-use-telehealth/

Top URLs in Tweet in G5:
[2] https://www.theglobeandmail.com/opinion/article-we-cant-view-health-as-an-exclusively-personal-matter-its-a-collective/
[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://vancouversun.com/news/local-news/better-than-tents-in-a-park-vancouver-approves-tiny-shelters-for-citys-homeless
[1] https://vancouversun.com/news/local-news/rare-disease-hits-vancouver-island-homeless
[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.cbc.ca/news/canada/toronto/cathy-crowe-street-nurse-homelessness-nursing-1.6686637?__vfz=medium%3Dsharebar
[1] https://www.theatlantic.com/magazine/archive/2023/01/homelessness-affordable-housing-crisis-democrats-causes/672224/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://twitter.com/DorisGrinspun/status/1604707343748698112
[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

Top URLs in Tweet in G6:
[15] https://minorityhealth.hhs.gov/bhm/
[7] https://www.pittmed.pitt.edu/social-determinants-of-health-addressing-autism-pediatric-nutrition-pitt
[5] https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries
[5] https://www.youtube.com/watch?v=lwAlKhBEm_Y&feature=youtu.be

[4] https://nimhd.nih.gov/programs/collab/phenx/index.html
[3] https://twitter.com/MinorityHealth/status/1620795367015989250/photo/1
[3] https://blog.nachc.org/social-drivers-vs-social-determinants-using-clear-terms/
[3] https://health.gov/news/202212/akron-summit-county-public-library-and-healthy-people-prioritizing-educational-opportunities-community-members
[3] https://twitter.com/samhsagov/status/1620808704407834625/photo/1
[3] https://researchallofus.org/

Top URLs in Tweet in G7:
[4] https://twitter.com/MelissaSweetDr/status/1606443175576768513/photo/1
[4] https://www.croakey.org/in-the-wake-of-kimberley-flooding-what-are-the-lessons-being-learnt/
[3] https://www.croakey.org/the-indigenous-voice-can-tackle-climate-change-and-empower-communities/
[2] https://www.croakey.org/its-not-just-twitter-the-whole-internet-is-broken-and-wed-better-fix-it-soon/
[2] https://twitter.com/MelissaSweetDr/status/1615872069484564480/photo/1
[2] https://www.sciencedirect.com/science/article/abs/pii/S0743016715300693
[1] https://theconversation.com/how-many-australians-are-going-hungry-we-dont-know-for-sure-and-thats-a-big-part-of-the-problem-195360?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.sciencedirect.com/science/article/pii/S2347562522002360
[1] https://twitter.com/M_Jefford/status/1601102227753799685/photo/1
[1] https://www.croakey.org/to-end-homelessness-australias-current-housing-system-needs-to-be-overhauled/

Top URLs in Tweet in G8:
[32] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[6] https://www.chcs.org/testing-one-two-three-cms-new-demonstration-opportunity-to-address-health-related-social-needs/
[3] https://www.linkedin.com/posts/dermhag_activity-6807101230419124224-2Aot?utm_source=share&utm_medium=member_ios
[2] https://www.chcs.org/resource/new-cms-guidance-on-addressing-social-needs-through-medicaid-implications-for-states-managed-care-and-health-systems/
[2] https://twitter.com/JasonJamesonMD/status/1614289213452689408/photo/1
[2] https://twitter.com/MarilynHeineMD/status/1545125280746016771/photo/1
[1] https://www.businessinsider.com/an-algorithm-treatment-to-white-patients-over-sicker-black-ones-2019-10
[1] https://twitter.com/WDeanMD/status/1213587752337444870
[1] https://twitter.com/DrAlexUrology/status/1607770405401509888
[1] https://www.healthleadersmedia.com/revenue-cycle/cost-denials-saw-67-increase-2022#%3A%7E%3Atext%3DPrior+authorization+denials+on+inpatient+accounts+in+particular%2C2021

Top URLs in Tweet in G9:
[3] https://www.americanprogress.org/article/disparities-in-housing-health-care-child-care-and-economic-security-affect-babies-for-life/
[3] https://go.edc.org/CSNHE1
[2] https://hbr.org/2023/01/employers-can-do-more-to-advance-health-equity
[2] https://healthbegins.org/upstreamist-in-action-moving-stakeholders-from-intention-to-action/
[2] https://healthbegins.org/organizing-health-equity-work-by-place/
[2] https://patientengagementhit.com/news/food-insecurity-sdoh-costs-2.5k-in-family-healthcare-expenditures
[2] https://patientengagementhit.com/features/is-aco-reach-model-poised-to-bring-health-equity-to-value-based-care
[2] https://twitter.com/AANP_NEWS/status/1620177699515006978/photo/1
[1] https://twitter.com/HealthBegins/status/1602840802270629888/photo/1
[1] https://healthbegins.org/great-books-to-gift-upstreamists-healthbegins-staff-picks/

Top URLs in Tweet in G10:
[10] https://communicatehealth.com/wehearthealthliteracy/clearing-up-social-determinants-of-health/
[4] https://twitter.com/The_BMC/status/1617283047375650816/photo/1
[3] https://www.canada.ca/en/public-health/services/health-promotion/population-health/what-determines-health.html
[2] https://www.liebertpub.com/doi/10.1089/heq.2022.0020?cookieSet=1
[2] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2800367
[2] https://twitter.com/stephanieloo19/status/1618970606455906310
[2] https://sirenetwork.ucsf.edu/2022-national-research-meeting-racial-health-equity-social-care
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/emp2.12883
[1] https://twitter.com/stephanieloo19/status/1618970606455906310/photo/1
[1] https://twitter.com/abnermason/status/1620561313071091712

Top Domains
Top Domains in Tweet in Entire Graph:
[1645] twitter.com
[170] justice.gov
[105] linkedin.com
[66] dy.si
[55] patientengagementhit.com
[52] healthcareitnews.com
[47] youtube.com
[42] jamanetwork.com
[34] healthcareittoday.com
[27] blogspot.com

Top Domains in Tweet in G1:
[173] twitter.com
[31] justice.gov
[23] healthcareitnews.com
[19] linkedin.com
[18] patientengagementhit.com
[13] arxiv.org
[10] dy.si
[9] google.com
[8] healthcareittoday.com
[8] youtube.com

Top Domains in Tweet in G2:
[60] twitter.com
[4] org.uk
[3] who.int
[3] bmj.com
[2] plos.org
[2] worldobesity.org
[2] ashpublications.org
[2] sciencedirect.com
[2] youtube.com
[1] oup.com

Top Domains in Tweet in G3:
[58] twitter.com
[15] jamanetwork.com
[8] healthlandscape.org
[5] cloudmedxhealth.com
[4] acc.org
[3] nejm.org
[2] jacc.org
[2] ahajournals.org
[2] oup.com
[2] ehrintelligence.com

Top Domains in Tweet in G4:
[125] twitter.com
[18] healthcareitnews.com
[11] airtime.pro
[10] healthblawg.com
[6] healthpopuli.com
[6] medigy.com
[5] soundcloud.com
[4] theguardian.com
[3] togetherforbettermedicaid.org
[3] linkedin.com

Top Domains in Tweet in G5:
[11] twitter.com
[5] theglobeandmail.com
[3] cbc.ca
[3] thestar.com
[2] vancouversun.com
[1] theatlantic.com
[1] yorku.ca
[1] futurity.org
[1] statnews.com
[1] biomedcentral.com

Top Domains in Tweet in G6:
[77] twitter.com
[16] hhs.gov
[14] health.gov
[12] pitt.edu
[6] nih.gov
[6] youtube.com
[5] joinallofus.org
[3] nachc.org
[3] salud-america.org
[3] researchallofus.org

Top Domains in Tweet in G7:
[24] twitter.com
[19] croakey.org
[3] sciencedirect.com
[3] gov.au
[2] theguardian.com
[2] org.au
[1] theconversation.com
[1] nationalelfservice.net
[1] com.au
[1] ifem.cc

Top Domains in Tweet in G8:
[36] linkedin.com
[31] twitter.com
[9] chcs.org
[4] ama-assn.org
[3] smh.re
[3] cms.gov
[2] insidehealthpolicy.com
[2] highmarkhealth.org
[1] businessinsider.com
[1] healthleadersmedia.com

Top Domains in Tweet in G9:
[49] twitter.com
[17] patientengagementhit.com
[5] healthbegins.org
[4] healthaffairs.org
[4] edc.org
[3] statnews.com
[3] americanprogress.org
[2] hbr.org
[2] youtube.com
[2] texastribune.org

Top Domains in Tweet in G10:
[45] twitter.com
[10] communicatehealth.com
[5] jamanetwork.com
[3] linkedin.com
[3] patientengagementhit.com
[3] sameskyhealth.com
[3] biomedcentral.com
[3] canada.ca
[3] ucsf.edu
[2] liebertpub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2164] sdoh
[409] healthequity
[234] healthcare
[140] publichealth
[130] health
[103] digitalhealth
[75] blackhistorymonth
[70] mentalhealth
[65] healthtech
[54] ehealth



Top Hashtags in Tweet in G1:
[196] sdoh
[50] healthcare
[40] healthequity
[25] health
[16] publichealth
[15] socialdeterminantsofhealth
[11] equity
[9] healthit
[8] teamcvs
[8] medicaid

Top Hashtags in Tweet in G2:
[82] sdoh
[33] eb152
[12] healthforall
[12] ash22
[11] cdoh
[9] sicklecell
[5] ssm2023
[5] wha
[4] healthinequalities
[4] mentalhealth

Top Hashtags in Tweet in G3:
[100] sdoh
[37] healthequity
[19] cvd
[18] afib
[7] usa
[7] atrialfibrillation
[6] athletesheart
[6] racialdisparities
[4] aces
[4] healthsystems

Top Hashtags in Tweet in G4:
[171] sdoh
[69] digitalhealth
[65] publichealth
[49] ehealth
[47] healthequity
[39] healthcare
[38] globalhealth
[38] healthpromotion
[33] sustainability
[25] mentalhealth

Top Hashtags in Tweet in G5:
[39] sdoh
[7] homelessness
[4] endhomelessness
[4] poverty
[4] mentalhealth
[4] onpoli
[4] cdnpoli
[3] cdnhealth
[3] geospatial
[2] onhealth

Top Hashtags in Tweet in G6:
[74] sdoh
[61] blackhistorymonth
[14] hp2030
[11] healthequity
[8] hdpulse
[8] healthdisparities
[7] covid19
[7] bhm
[7] researchers
[6] eltrr

Top Hashtags in Tweet in G7:
[47] sdoh
[23] inequity
[23] cancer
[10] ruralhealthmatters
[9] auspol
[9] publichealth
[7] icymi
[7] croakeyfundingdrive
[4] misogyny
[4] racism

Top Hashtags in Tweet in G8:
[32] sdoh
[15] stateadvocacysummit
[14] medicaid
[11] fixpriorauth
[5] healthequity
[3] cms
[2] hrsn
[2] ourama
[2] hrsns
[2] cms1984onsteroids

Top Hashtags in Tweet in G9:
[81] sdoh
[37] healthequity
[10] healthcare
[7] patientengagement
[6] foodinsecurity
[6] upstream
[6] systemicracism
[6] black
[6] socepi
[5] poverty

Top Hashtags in Tweet in G10:
[68] sdoh
[5] hcldr
[4] publichealth
[4] casemanagement
[3] healthequity
[3] healthcare
[3] prenatal
[2] suicideprevention
[2] meded
[2] health

Top Words
Top Words in Tweet in Entire Graph:
[2566] health
[2163] #sdoh
[1217] sdoh
[1036] social
[754] determinants
[663] more
[632] care
[477] equity
[453] data
[408] #healthequity

Top Words in Tweet in G1:
[343] health
[299] sdoh
[195] #sdoh
[167] social
[125] determinants
[76] care
[71] data
[69] healthcare
[68] more
[59] equity

Top Words in Tweet in G2:
[138] health
[82] #sdoh
[59] determinants
[55] social
[33] #eb152
[32] etiennekrug
[24] films
[24] film
[24] action
[23] last

Top Words in Tweet in G3:
[100] #sdoh
[78] health
[45] research
[40] nih_nhlbi
[40] care
[37] #healthequity
[33] address
[31] social
[30] black
[30] sdoh

Top Words in Tweet in G4:
[171] #sdoh
[90] health
[69] #digitalhealth
[65] #publichealth
[49] #ehealth
[47] #healthequity
[39] #healthcare
[38] #healthpromotion
[38] #globalhealth
[33] care

Top Words in Tweet in G5:
[87] people
[86] health
[80] debralefebvre
[57] picardonhealth
[48] mental
[39] #sdoh
[36] enough
[36] illness
[36] tents
[36] story

Top Words in Tweet in G6:
[252] health
[123] social
[107] determinants
[74] #sdoh
[65] join
[61] #blackhistorymonth
[60] minorityhealth
[58] black
[56] people
[55] equity

Top Words in Tweet in G7:
[47] #sdoh
[44] health
[39] melissasweetdr
[26] share
[25] pre
[24] pleased
[24] very
[23] write
[23] sanchiaaranda
[23] #inequity

Top Words in Tweet in G8:
[73] prior
[63] care
[59] rationing
[55] physicians
[53] authorization
[50] codes
[48] patients
[46] sdoh
[45] document
[45] delayed

Top Words in Tweet in G9:
[81] #sdoh
[73] health
[37] #healthequity
[31] healthbegins
[22] cc
[20] more
[19] inequities
[18] equity
[16] care
[15] social

Top Words in Tweet in G10:
[75] health
[68] #sdoh
[37] sdoh
[33] social
[22] care
[20] determinants
[19] more
[19] abnermason
[18] equity
[18] take

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[713] social,determinants
[700] determinants,health
[392] health,equity
[169] health,#sdoh
[151] learn,more
[150] health,sdoh
[121] health,outcomes
[101] #sdoh,#healthequity
[87] equity,network
[83] #healthequity,#sdoh

Top Word Pairs in Tweet in G1:
[122] social,determinants
[121] determinants,health
[50] health,equity
[48] health,sdoh
[25] sdoh,data
[18] health,outcomes
[18] health,#sdoh
[17] 2023,holds
[17] ehr,optimization
[17] patient,access

Top Word Pairs in Tweet in G2:
[50] social,determinants
[49] determinants,health
[18] executive,board
[16] board,#eb152
[15] today,executive
[14] #eb152,discuss
[14] violence,against
[14] discuss,accelerate
[14] against,children
[14] progress,tackling

Top Word Pairs in Tweet in G3:
[24] social,determinants
[23] determinants,health
[21] black,women
[19] affected,#cvd
[19] #cvd,face
[19] take,achieve
[19] mortality,take
[19] disproportionately,affected
[19] face,higher
[19] women,disproportionately

Top Word Pairs in Tweet in G4:
[29] electronic,health
[29] health,records
[17] #healthequity,#sdoh
[17] #digitalhealth,#ehealth
[16] determinants,health
[16] social,determinants
[13] #healthequity,forms
[13] #ehealth,#digitalhealth
[13] health,equity
[13] inspired,#martinlutherking

Top Word Pairs in Tweet in G5:
[35] people,live
[34] food,kids
[34] kids,go
[34] school,hungry
[34] suffer,mental
[34] tents,families
[34] mental,illness
[34] people,suffer
[34] families,enough
[34] hungry,people

Top Word Pairs in Tweet in G6:
[107] social,determinants
[105] determinants,health
[49] health,equity
[43] healthy,people
[38] people,2030
[37] equity,black
[36] advance,health
[34] african,american
[34] continue,advance
[34] #blackhistorymonth,continue

Top Word Pairs in Tweet in G7:
[23] #cancer,prof
[23] happy,share
[23] sanchiaaranda,happy
[23] #inequity,#cancer
[23] very,pleased
[23] share,pre
[23] pleased,write
[23] prof,sanchiaaranda
[23] editorial,#inequity
[23] write,editorial

Top Word Pairs in Tweet in G8:
[53] prior,authorization
[45] codes,document
[44] delayed,changed
[43] authorization,rationing
[42] abandoned,care
[42] changed,abandoned
[42] care,due
[37] insurer,prior
[37] due,insurer
[35] physicians,patients

Top Word Pairs in Tweet in G9:
[15] health,equity
[11] #healthequity,#sdoh
[10] read,more
[9] health,care
[8] social,determinants
[8] health,outcomes
[8] determinants,health
[7] inequities,health
[7] equity,improvement
[7] based,inequities

Top Word Pairs in Tweet in G10:
[20] determinants,health
[18] social,determinants
[17] health,equity
[12] public,health
[11] health,public
[10] health,buzz
[10] buzz,term
[10] super,important
[10] one,super
[10] clearly,explain

Top Replied-To
Top Replied-To in Entire Graph:
@mar_sdoh
@healthgorilla
@snovo_sdoh
@vickersbiostats
@abnermason
@drspratticus
@cledocudenise
@guardianaus
@thatladylyss
@petercronau

Top Replied-To in G2:
@pnatarajanmd
@dessoussante
@paimadhu
@spidermaani
@baumfran
@etienneguillard
@kentbuse
@larkinjames
@who
@thephitcoach

Top Replied-To in G3:
@alfredpoor
@drmichaelshapir
@drmarthagulati
@ryantedfordmd
@aditinayakmd
@drjohnm
@jaha_aha
@vikbakhru
@qhrhealth
@mdhhs_director

Top Replied-To in G4:
@guardianaus
@mikesington
@matildareallen
@g17esiason
@savagelucia
@seanessee
@pcci
@aihw
@drdemography

Top Replied-To in G5:
@picardonhealth
@sandrodemaio
@datatechsoln
@willfalk
@alandrummond2
@acoyne
@dondavies
@hurleyochucupe
@naheedd
@wabkinew

Top Replied-To in G6:
@bethfratesmd
@mayocliniccv
@jimcenova

Top Replied-To in G7:
@patmcgorry
@billlord2
@k_eagar
@amapresident
@emma4dobell
@drpete00
@commpsychaus
@stowell_liam
@deborahj77
@brookmanknight

Top Replied-To in G8:
@marilynheinemd
@chaddkollas
@joanneloethenmd
@nishapunatar
@jbryan522
@dapattmd
@dermhag
@dralexurology
@amermedicalassn
@charter4values

Top Replied-To in G9:
@ruqaiijah
@arrianna_planey
@texastribune

Top Replied-To in G10:
@abnermason
@healthgrapevine
@aureliacotta
@abgutman
@_eric_reinhart
@jonshaffer
@tracybethhoeg
@jennngandu
@smilleralert
@jamesian

Top Mentioned
Top Mentioned in Entire Graph:
@marmotihe
@debralefebvre
@who
@minorityhealth
@nationalmedassn
@picardonhealth
@melissasweetdr
@sdohnews
@healthythinker
@healthbegins

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

Top Mentioned in G2:
@who
@etiennekrug
@spidermaani
@healthpromint
@kentbuse
@doc_samantha
@martinmckee
@wetzelmaggie
@worldobesity
@djeffreedom

Top Mentioned in G3:
@nih_nhlbi
@uressien
@jamacardio
@accintouch
@dvervoort94
@emeliabenjamin
@afib_disease
@jonathankimmd
@amorrismd
@modeldoc

Top Mentioned in G4:
@healthythinker
@healthitnews
@silkelefay
@uniteushq
@hcnowradio
@dollargeneral
@commonwealthfnd
@pophealthweek
@andreyostrovsky
@akililabs

Top Mentioned in G5:
@debralefebvre
@picardonhealth
@wencyleung
@globeandmail
@mikephager
@torontostar
@drandrewb
@sandrodemaio
@maryniakolak

Top Mentioned in G6:
@minorityhealth
@healthgov
@nimhd
@allofusresearch
@samhsagov
@saludamerica
@abcardio1
@newamerica
@cdcfound
@nachc

Top Mentioned in G7:
@melissasweetdr
@sanchiaaranda
@m_jefford
@wepublichealth
@croakeynews
@amnestyoz
@nrhalliance
@jade_braddy
@alisonsbarrett
@marinag17807027

Top Mentioned in G8:
@amermedicalassn
@dermhag
@cmsgov
@dapattmd
@cmsinnovates
@jackresneckmd
@hivhep
@chcshealth
@brookslasurecms
@secbecerra

Top Mentioned in G9:
@healthbegins
@prof_goldberg
@health_affairs
@shwoolf
@statnews
@rihealth
@pehealthit
@nationalcfrp
@harvardbiz
@chcshealth

Top Mentioned in G10:
@abnermason
@communicatehlth
@stephanieloo19
@siren_ucsf
@jacepopen
@medicaidgov
@pabloandresbui
@healthythinker
@shereesemaymba
@farleyhealthpol

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@chidambara09
@lizditz
@vonrosenchild
@limportant_fr
@evankirstel
@thehill
@mayirmamay14
@stigmabasen
@cnbsnana

Top Tweeters in G1:
@stigmabasen
@ken_crichlow
@suriyasubraman
@winobs
@bboy_izilla
@420hotdogs
@nuyorican_21
@dsrecruitspwd
@border555
@sport_ru_portal

Top Tweeters in G2:
@limportant_fr
@msep0003
@madhavanpallan
@skatiq3
@newstatesman
@laprogressive
@ilonakickbusch
@himmoderator
@haescoach
@simonenicolem

Top Tweeters in G3:
@wordfinga
@fjvjjo
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@angelopezh
@mmamas1973
@krash63
@bhrenton
@ohanafamilies

Top Tweeters in G4:
@chidambara09
@evankirstel
@calcaware
@eco1start
@caring_mobile
@abcnews
@guardianaus
@drferdowsi
@minevoidmc
@gdorn1

Top Tweeters in G5:
@sexygirl798
@globeandmail
@anik1968
@torontostar
@vancouversun
@jemmscee2
@theatlantic
@dryoondzeepzig
@papillon4444
@acoyne

Top Tweeters in G6:
@monitor_ph
@globalcmrpt
@publichealthmap
@16thstmall
@mommytalkshow
@saludamerica
@sunsopeningband
@gordonterraysha
@mayoclinic
@jayanthdaytoday

Top Tweeters in G7:
@mariecolemanao
@melissasweetdr
@bbcscotlandnews
@davelennonabc
@slbaldry
@lynestel
@drol007
@thewarroomnz
@michael_jongen
@artistaffame

Top Tweeters in G8:
@lizditz
@marciasgreen
@kentbottles
@takeweightoffmd
@propublica
@kenjaques
@gallahercaren
@arghavan_salles
@genericpanic
@sonodoc99

Top Tweeters in G9:
@businessinsider
@cynicalvision50
@washingtonpost
@light_angel_12
@cnn
@phillyinquirer
@goodmenproject
@jranck
@djdig
@arrianna_planey

Top Tweeters in G10:
@jobsviatweet
@pfanderson
@aureliacotta
@wef
@shereesemaymba
@usnehal
@rossfelix
@leobeletsky
@colin_hung
@karynbaum


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