sdoh, Twitter, 7/10/2022 9:53:17 AM, 279308


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sdoh_2022-07-09_22-50-00.xlsx
sdoh_2022-07-09_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3IplcdI
@silkelefay
@epflcswccm
@picardonhealth
@fchonline
@qmhonline
@michaelmarmot
@aihw
@melissasweetdr
@nhlbi_translate
@aligning4health

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

Description:
Description
The graph represents a network of 1,788 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, 10 July 2022 at 05:53 UTC.

The requested start date was Sunday, 10 July 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, 2-hour, 5-minute period from Sunday, 26 June 2022 at 09:08 UTC to Friday, 08 July 2022 at 11:14 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 : 1788
Unique Edges : 1404
Edges With Duplicates : 2402
Total Edges : 3806
Number of Edge Types : 5
Tweet : 528
Retweet : 879
MentionsInRetweet : 1332
Mentions : 763
Replies to : 304
Self-Loops : 548
Reciprocated Vertex Pair Ratio : 0.0524658971668416
Reciprocated Edge Ratio : 0.0997008973080758
Connected Components : 361
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 244
Maximum Edges in a Connected Component : 574
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.451013
Graph Density : 0.000627825370654829
Modularity : 0.532829
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,788 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, 10 July 2022 at 05:53 UTC.

The requested start date was Sunday, 10 July 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, 2-hour, 5-minute period from Sunday, 26 June 2022 at 09:08 UTC to Friday, 08 July 2022 at 11:14 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:
[19] https://www.mobihealthnews.com/news/socially-determined-scores-26m-sdoh-data-platform?utm_source=dlvr.it&utm_medium=twitter
[16] https://twinybots.ch/
[15] https://www.justice.gov/usao-sdoh/pr/federal-agents-arrest-former-ohio-national-guard-member-making-and-selling-ghost-guns
[10] https://www.justice.gov/usao-sdoh/pr/serial-rapist-sentenced-35-years-prison-sexually-assaulting-7-year-old
[7] https://www.cdc.gov/prc/issue-briefs/addressing-social-determinants-of-health.html
[7] https://ehrintelligence.com/news/improved-sdoh-data-collection-interoperability-needed-for-health-equity
[7] https://www.justice.gov/usao-sdoh/pr/11-arrested-part-narcotics-distribution-ring-bringing-bulk-amounts-fentanyl-cocaine-and
[6] https://www.joinallofus.org/
[6] of
[5] https://www.justice.gov/usao-sdoh/pr/fentanyl-meth-dealer-who-hid-drugs-teddy-bear-sentenced-230-months-prison

Top URLs in Tweet in G1:
[8] https://www.justice.gov/usao-sdoh/pr/federal-agents-arrest-former-ohio-national-guard-member-making-and-selling-ghost-guns
[5] https://www.justice.gov/usao-sdoh/pr/serial-rapist-sentenced-35-years-prison-sexually-assaulting-7-year-old
[5] https://www.justice.gov/usao-sdoh/pr/11-arrested-part-narcotics-distribution-ring-bringing-bulk-amounts-fentanyl-cocaine-and
[3] https://www.mobihealthnews.com/news/socially-determined-scores-26m-sdoh-data-platform?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.healthcareittoday.com/2022/06/26/bonus-features-june-26-2022-walgreens-gets-into-clinical-trials-onc-offering-sdoh-grants-and-more/
[2] https://www.ama-assn.org/practice-management/cpt/social-determinants-health-and-medical-coding-what-know
[2] https://www.ninr.nih.gov/newsandinformation/events/directors-lecture-sdoh?utm_campaign=directorslecture&utm_medium=email&utm_source=govdelivery
[2] https://healthitanalytics.com/news/all-of-us-program-expands-covid-19-sdoh-data-available-to-researchers
[2] https://ninr.nih.gov/newsandinformation/events/directors-lecture-sdoh
[2] https://wn4dc-symposium-2019.teachable.com/p/idc-certificate

Top URLs in Tweet in G2:
[3] https://academic.oup.com/heapro/article/30/2/380/564369
[3] https://journals.sagepub.com/doi/full/10.1177/00207314221109515
[2] https://www.theglobeandmail.com/canada/article-covid-health-care-community-workers/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://listserv.yorku.ca/cgi-bin/wa?SUBED1=SDOH&A=1
[1] https://www.thestar.com/news/gta/2022/07/05/lower-income-ontarians-died-at-higher-rates-in-the-first-covid-waves-six-waves-in-the-pattern-remains.html
[1] https://www.theglobeandmail.com/canada/article-inuit-group-presses-nunavut-government-for-transparency-on/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/podcasts/the-decibel/article-tuberculosis-in-canada-the-story-behind-a-recent-outbreak/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/canada/article-nunavut-pangnirtung-tuberculosis-outbreak-crisis/
[1] https://www.ctvnews.ca/health/poorest-canadians-nearly-4-times-more-likely-to-die-from-opioids-than-richest-study-1.5973034
[1] https://www.cbc.ca/radio/whitecoat/hard-to-reach-vancouver-patients-find-compassion-care-in-mobile-clinic-1.6336565?__vfz=medium%3Dsharebar

Top URLs in Tweet in G3:
[16] https://twinybots.ch/
[9] https://www.mobihealthnews.com/news/socially-determined-scores-26m-sdoh-data-platform?utm_source=dlvr.it&utm_medium=twitter
[4] https://healthcarenowradio.airtime.pro/
[2] https://www.risehealth.org/insights-articles/the-state-of-the-sdoh-on-a-day-of-major-impact/?utm_source=Marketo&utm_medium=email&utm_campaign=20220702-RISENews&mkt_tok=OTM2LUZSWi03MTkAAAGFXcLb3G6D8EyBa1QotSaQv6xL1UzKIq4Ea62aFSVQTZQNi1o6N8X2AZEeLg-1uiRZ_nI-baiWgq9C7vOe6hpQb0_5YMfXz2F98AtWfWhV7UgVCg
[2] https://minorityhealth.hhs.gov/minority-mental-health/
[2] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.risehealth.org/event-center/rise-events/qualipalooza/
[2] https://www.managedhealthcareexecutive.com/view/why-social-determinants-of-health-are-a-critical-factor-for-preventing-member-risk-escalation-in-the-value-based-care-equation
[1] https://us02web.zoom.us/webinar/register/WN_5eSk9SDtSQuH2LaguU4XrQ
[1] https://go.onduo.com/l/947482/2022-06-28/mj2jv?utm_campaign=WP-Q3-22-product-inclusion-whitepaper&utm_medium=organic&utm_source=twitter-verily&utm_content=product-inclusion-whitepaper-form

Top URLs in Tweet in G4:
[4] http://paypal.me/auroracruiser
[3] http://PayPal.me/auroracruiser
[2] https://www.buymeacoffee.com/nekreiserka
[2] https://ficbook.net/readfic/12287564/31612330#part_content
[2] https://www.comebackalive.in.ua/uk/donate
[2] https://twitter.com/natasha2000nat2/status/1542418469936922624
[1] https://twitter.com/fatherlandavi/status/1542168744482439170
[1] https://twitter.com/fatherlandavi/status/1542164162238898176?s=20&t=fwSwNGz_CBE3Eoi4GNoN1w
[1] https://twitter.com/feanor_69/status/1544309770521288706
[1] https://twitter.com/natasha2000nat2/status/1544943966923231235

Top URLs in Tweet in G5:
[5] https://www.justice.gov/usao-sdoh/pr/fentanyl-meth-dealer-who-hid-drugs-teddy-bear-sentenced-230-months-prison
[4] https://www.justice.gov/usao-sdoh/pr/serial-rapist-sentenced-35-years-prison-sexually-assaulting-7-year-old
[2] https://www.justice.gov/usao-sdoh/pr/armed-robbery-and-illegal-possession-firearm-brings-102-month-sentence-columbus-man
[2] https://www.justice.gov/usao-sdoh/pr/life-sentence-dayton-man-who-fatally-shot-girlfriend-s-ex-husband-front-victim-s
[2] https://www.justice.gov/usao-sdoh/pr/federal-agents-arrest-former-ohio-national-guard-member-making-and-selling-ghost-guns
[2] https://www.justice.gov/usao-sdoh/pr/columbus-man-sentenced-prison-threatening-local-reproductive-health-services-facility
[2] https://www.justice.gov/usao-sdoh/pr/11-arrested-part-narcotics-distribution-ring-bringing-bulk-amounts-fentanyl-cocaine-and
[1] https://www.justice.gov/usao-sdoh/pr/10-charged-distributing-bulk-amounts-fentanyl-heroin-cocaine-meth-marijuana
[1] https://www.justice.gov/usao-sdoh/pr/greene-county-man-who-shot-odnr-officer-sentenced-nearly-10-years-prison-illegal-gun

Top URLs in Tweet in G6:
[3] https://www.healthitanswers.net/4-takeaways-from-ahip-2022/
[2] https://patientengagementhit.com/features/understanding-neighborhood-redlining-as-social-determinants-of-health
[2] https://www.healthit.gov/topic/onc-funding-opportunities/leading-edge-acceleration-projects-leap-health-information
[1] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/
[1] https://patientengagementhit.com/news/redlining-continues-to-impact-cardiometabolic-risk-health-disparities
[1] https://patientengagementhit.com/news/maternal-health-disparities-widened-during-covid-19-pandemic
[1] https://www.inquirer.com/news/civid-equity-access-vaccine-treatment-philadelphia-paxlovid-children-20220705.html?utm_source=t.co&utm_campaign=edit_social_share_twitter_traffic&utm_medium=social&utm_content=&utm_term=&int_promo=
[1] https://www.healthaffairs.org/do/10.1377/forefront.20220601.271306/#.YrSRaMjpvzU.twitter
[1] https://www.healthaffairs.org/do/10.1377/forefront.20220615.279516/#.YrSZdiI3omI.twitter
[1] https://www.vox.com/policy-and-politics/23057032/supreme-court-abortion-rights-roe-v-wade-state-aid?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[2] https://jamanetwork.com/journals/jama/fullarticle/2793822?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070622#.YsWfZ9XpjOM.twitter
[1] https://twitter.com/gcfmd/status/1544811889548374016
[1] https://twitter.com/gcfmd/status/1544819849418854402
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/10.1001/jamacardio.2022.1900?guestAccessKey=d9acac0e-40dc-497b-9c2c-5b519938fdb3&utm_source=twitter&utm_medium=social_jamacard&utm_term=7217165791&utm_campaign=article_alert&linkId=172166066
[1] https://jamanetwork.com/journals/jamacardiology/article-abstract/2793728
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/2793728?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070722#.YsdljejTsSc.twitter
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/2793728?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070722#.Ysdl1P49TyA.twitter
[1] https://jamanetwork.com/journals/jamacardiology/article-abstract/2793731
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/2793728?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=070622#.YsYMfcPabHA.twitter
[1] https://www.healthaffairs.org/doi/10.1377/hlthaff.2022.00680?cookieSet=1

Top URLs in Tweet in G8:
[7] https://www.mobihealthnews.com/news/socially-determined-scores-26m-sdoh-data-platform?utm_source=dlvr.it&utm_medium=twitter
[2] https://journals.lww.com/familyandcommunityhealth/Pages/Call-for-Papers-on-Systems-level-Public-Health-Interventions.aspx
[2] https://www.mobihealthnews.com/news/socially-determined-scores-26m-sdoh-data-platform
[1] https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1360-0443.2005.01292.x?cookieSet=1
[1] https://www.sciencedirect.com/science/article/abs/pii/S0165032721011411

Top URLs in Tweet in G9:
[2] https://www.healthaffairs.org/membership-faqs?cookieSet=1
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2021.01825?utm_medium=social&utm_source=twitter&utm_campaign=june2022issue&utm_content=andino&cookieSet=1
[1] https://www.nejm.org/doi/full/10.1056/NEJMp2202740?cookieSet=1
[1] https://www.kff.org/policy-watch/falling-off-the-subsidy-cliff-how-aca-premiums-would-change-for-people-losing-rescue-plan-subsidies/
[1] https://www.forbes.com/sites/debgordon/2022/07/03/new-healthcare-price-transparency-rule-took-effect-july-1-but-it-may-not-help-much-yet/
[1] https://twitter.com/Health_Affairs/status/1544425891110977537
[1] https://www.healthaffairs.org/do/10.1377/forefront.20220628.771279?cookieSet=1
[1] https://thehill.com/changing-america/well-being/longevity/3538826-gen-z-wants-doctors-to-discuss-food-housing-safety-survey-finds/
[1] https://twitter.com/UM_IHPI/status/1542150612955107329
[1] https://twitter.com/BYehia/status/1541794632421351425

Top URLs in Tweet in G10:
[2] https://www.ninr.nih.gov/newsandinformation/events/directors-lecture-sdoh
[2] https://www.ninr.nih.gov/newsandinformation/events/directors-lecture-sdoh?utm_campaign=directorslecture&utm_medium=email&utm_source=govdelivery
[1] https://twitter.com/NINR/status/1541473936722071554
[1] https://www.youtube.com/watch?v=MHrrRt_w89Y

[1] https://www.psychiatrictimes.com/view/how-would-you-tackle-mental-health-disparities
[1] https://www.hcinnovationgroup.com/population-health-management/care-management/news/21271006/healthcare-policy-researchers-examine-outcomes-in-carefully-tailored-care-management
[1] https://patientengagementhit.com/features/understanding-neighborhood-redlining-as-social-determinants-of-health
[1] https://twitter.com/shesinscrubs/status/1544198328333778945
[1] https://ninr.nih.gov/newsandinformation/events/directors-lecture-sdoh
[1] https://debeaumont.org/made-for-health-justice/call-for-applications/

Top Domains
Top Domains in Tweet in Entire Graph:
[89] twitter.com
[59] justice.gov
[24] mobihealthnews.com
[16] twinybots.ch
[13] linkedin.com
[13] nih.gov
[11] patientengagementhit.com
[11] cdc.gov
[9] oup.com
[8] google.com

Top Domains in Tweet in G1:
[23] justice.gov
[19] twitter.com
[7] nih.gov
[6] linkedin.com
[6] google.com
[4] fiercehealthcare.com
[4] patientengagementhit.com
[3] healthcareittoday.com
[3] mobihealthnews.com
[3] hhs.gov

Top Domains in Tweet in G2:
[5] theglobeandmail.com
[3] oup.com
[3] sagepub.com
[2] yorku.ca
[1] thestar.com
[1] ctvnews.ca
[1] cbc.ca
[1] ungm.org

Top Domains in Tweet in G3:
[16] twinybots.ch
[9] mobihealthnews.com
[7] risehealth.org
[4] airtime.pro
[4] managedhealthcareexecutive.com
[3] linkedin.com
[3] activatecare.com
[2] zoom.us
[2] hhs.gov
[2] healthblawg.com

Top Domains in Tweet in G4:
[13] twitter.com
[7] paypal.me
[3] ficbook.net
[2] buymeacoffee.com
[2] in.ua
[1] tinkoff.ru
[1] funaroundy.me
[1] google.com
[1] youtube.com
[1] instagram.com

Top Domains in Tweet in G5:
[21] justice.gov

Top Domains in Tweet in G6:
[5] patientengagementhit.com
[4] healthitanswers.net
[2] healthaffairs.org
[2] healthit.gov
[1] inquirer.com
[1] vox.com
[1] nytimes.com
[1] healthcareittoday.com

Top Domains in Tweet in G7:
[8] jamanetwork.com
[2] twitter.com
[1] healthaffairs.org
[1] goo.gl

Top Domains in Tweet in G8:
[9] mobihealthnews.com
[2] lww.com
[1] wiley.com
[1] sciencedirect.com

Top Domains in Tweet in G9:
[4] healthaffairs.org
[3] twitter.com
[1] nejm.org
[1] kff.org
[1] forbes.com
[1] thehill.com

Top Domains in Tweet in G10:
[5] nih.gov
[3] twitter.com
[1] youtube.com
[1] psychiatrictimes.com
[1] hcinnovationgroup.com
[1] patientengagementhit.com
[1] debeaumont.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[595] sdoh
[102] healthequity
[45] healthcare
[44] digitalhealth
[38] publichealth
[30] health
[25] globalhealth
[23] disparities
[23] tuberculosis
[22] cardiooncology



Top Hashtags in Tweet in G1:
[98] sdoh
[19] healthequity
[15] healthcare
[8] populationhealth
[8] socialdeterminantsofhealth
[6] healthdisparities
[5] healthtech
[5] ai
[4] publichealth
[4] riskintelligence

Top Hashtags in Tweet in G2:
[23] tuberculosis
[14] inuit
[9] sdoh
[3] opioids
[2] tb
[2] cdnhealth
[1] covid19
[1] thedecibel
[1] addiction
[1] dtes

Top Hashtags in Tweet in G3:
[51] sdoh
[28] digitalhealth
[21] digital
[21] health
[10] socialmedia
[9] healthequity
[7] r21
[6] globalhealth
[5] publichealth
[5] data

Top Hashtags in Tweet in G4:
[11] морутопия
[11] pathologic
[4] russiaisaterroriststate
[4] villanelle
[4] jodiecomer
[3] russiaisaterrorisstate
[2] 2022年自分が選ぶ今年上半期の4枚
[2] кременчук
[2] kremenchug
[2] этерна

Top Hashtags in Tweet in G6:
[30] sdoh
[10] interoperability
[5] upstream
[4] healthit
[4] healthequity
[3] healthcare
[3] ahip2022
[3] chip
[3] housing
[2] healthpolicy

Top Hashtags in Tweet in G7:
[18] sdoh
[8] hid2022
[4] ml
[4] hf
[3] homedialysis
[2] systemicracism
[2] death
[2] endoflife
[2] hospice
[1] gwtgresearch

Top Hashtags in Tweet in G8:
[19] publichealth
[17] sdoh
[15] digitalhealth
[14] healthequity
[14] globalhealth
[11] neuropsychology
[10] mentalhealth
[9] scicomm
[8] sustainability
[8] microbiome

Top Hashtags in Tweet in G9:
[18] sdoh
[5] hainsider
[5] socialdeterminants
[3] healthequity
[3] arpa
[2] covid
[2] insurance
[1] telehealth
[1] valuebasedcare
[1] populationhealth

Top Hashtags in Tweet in G10:
[16] sdoh
[4] dyk
[4] virtualreality
[2] mentalhealth
[2] clinicians
[2] healthcare
[2] ssri
[2] healthequity
[2] inequities
[2] inequalities

Top Words
Top Words in Tweet in Entire Graph:
[595] #sdoh
[565] health
[299] sdoh
[216] social
[202] income
[188] rates
[153] determinants
[151] more
[141] picardonhealth
[131] в

Top Words in Tweet in G1:
[98] #sdoh
[96] health
[76] sdoh
[45] social
[34] determinants
[29] more
[25] data
[19] #healthequity
[18] outcomes
[18] care

Top Words in Tweet in G2:
[180] income
[180] rates
[140] picardonhealth
[92] die
[90] omicron
[90] waves
[90] saw
[90] lower
[90] ontarians
[90] higher

Top Words in Tweet in G3:
[67] health
[51] #sdoh
[35] social
[33] sdoh
[32] data
[30] determinants
[28] #digitalhealth
[22] address
[22] socially
[22] determined

Top Words in Tweet in G4:
[109] в
[73] и
[68] я
[64] не
[63] на
[40] mar_sdoh
[37] это
[34] с
[31] из
[30] по

Top Words in Tweet in G5:
[75] sdohnews
[71] federal
[70] agents
[70] former
[70] ohio
[68] national
[68] guard
[68] member
[68] making
[68] selling

Top Words in Tweet in G6:
[30] #sdoh
[12] interoperability
[10] #interoperability
[8] onc_healthit's
[8] june
[8] learning
[8] session
[7] greg
[7] bloom
[7] emiadvisors

Top Words in Tweet in G7:
[19] models
[18] #sdoh
[18] mortality
[16] race
[12] jamacardio
[12] using
[12] risk
[11] machine
[11] learning
[11] sdoh

Top Words in Tweet in G8:
[23] health
[19] #publichealth
[19] sdoh
[17] #sdoh
[15] #digitalhealth
[14] #healthequity
[14] #globalhealth
[11] #neuropsychology
[11] interventions
[10] seeking

Top Words in Tweet in G9:
[23] health
[18] #sdoh
[9] valuepropblog
[9] care
[9] screening
[8] disparities
[7] events
[7] check
[7] addressing
[7] overdose

Top Words in Tweet in G10:
[25] ninr
[24] health
[23] social
[17] drvincentramos
[16] director
[16] #sdoh
[14] 12
[14] determinants
[14] first
[14] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] social,determinants
[129] determinants,health
[92] higher,rates
[91] omicron,waves
[91] waves,saw
[91] saw,lower
[91] lower,income
[91] income,ontarians
[91] ontarians,die
[91] die,higher

Top Word Pairs in Tweet in G1:
[33] social,determinants
[32] determinants,health
[13] sdoh,data
[12] health,sdoh
[10] socially,determined
[9] learn,more
[9] health,equity
[8] health,outcomes
[7] social,needs
[7] #healthequity,#sdoh

Top Word Pairs in Tweet in G2:
[90] omicron,waves
[90] waves,saw
[90] saw,lower
[90] lower,income
[90] income,ontarians
[90] ontarians,die
[90] die,higher
[90] higher,rates
[90] rates,uoft
[90] uoft,researchers

Top Word Pairs in Tweet in G3:
[29] social,determinants
[25] sdoh,data
[23] determinants,health
[22] socially,determined
[22] determined,scores
[22] scores,26m
[22] 26m,sdoh
[22] data,platform
[13] platform,#digitalhealth
[12] #digitalhealth,#digital

Top Word Pairs in Tweet in G4:
[10] quantumknife,mar_sdoh
[8] у,меня
[8] qwertyyulou,rllygaydude
[7] оторвало,ручку
[7] что,то
[6] фантомные,боли
[6] в,ленте
[6] #pathologic,#морутопия
[6] просто,прохаю
[6] прохаю,про

Top Word Pairs in Tweet in G5:
[69] federal,agents
[68] ohio,national
[68] national,guard
[68] making,selling
[67] agents,arrest
[67] arrest,former
[67] former,ohio
[67] guard,member
[67] member,making
[65] selling,'ghost

Top Word Pairs in Tweet in G6:
[8] onc_healthit's,june
[8] june,#sdoh
[8] #sdoh,#interoperability
[8] #interoperability,learning
[8] learning,session
[7] greg,bloom
[7] bloom,emiadvisors
[7] emiadvisors,onc_healthit's
[6] five,types
[6] types,interoperability

Top Word Pairs in Tweet in G7:
[11] machine,learning
[10] hospital,mortality
[8] maternal,mortality
[8] mortality,gotten
[8] gotten,worse
[8] worse,recent
[8] recent,years
[8] years,especially
[8] especially,black
[8] black,women

Top Word Pairs in Tweet in G8:
[10] seeking,manuscripts
[10] manuscripts,systems
[10] systems,level
[10] level,public
[10] public,health
[10] health,interventions
[10] interventions,special
[9] fchonline,seeking
[9] socially,determined
[9] determined,scores

Top Word Pairs in Tweet in G9:
[7] addressing,overdose
[7] overdose,epidemic
[7] epidemic,requires
[7] requires,eliminating
[7] eliminating,racial
[7] racial,ethnic
[7] ethnic,disparities
[7] disparities,along
[7] along,socioeconomic
[7] socioeconomic,gender

Top Word Pairs in Tweet in G10:
[14] social,determinants
[14] determinants,health
[11] 12,10
[11] ninr,director
[10] nursing,research
[9] research,social
[9] first,ninr
[8] mark,calendar
[8] calendar,12
[8] 10,drvincentramos

Top Replied-To
Top Replied-To in Entire Graph:
@kto_sdoh
@mar_sdoh
@punk_lemon
@quantumknife
@trappedwell
@alkoparty92
@kosyastruggle
@bulka_no_sdoh
@mandarin_sdoh
@jareddashevsky

Top Replied-To in G2:
@dennisraphael01

Top Replied-To in G4:
@mar_sdoh
@punk_lemon
@quantumknife
@trappedwell
@kosyastruggle
@alkoparty92
@nuckhana
@apostatelehosum
@dama_v_abde
@niospektral

Top Replied-To in G7:
@kdjhaveri
@garysingermd

Top Replied-To in G8:
@guardianaus
@themja
@aihw
@medical_xpress
@mcri_for_kids
@danielle_mazza
@drdemography

Top Replied-To in G10:
@scaldwell7201

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@uoft
@sdohnews
@drandrewb
@sarjuganatramd
@java
@mar_sdoh
@brianrahmer
@ninr
@drvincentramos

Top Mentioned in G1:
@judsontelemed
@soplet
@decodehealthai

Top Mentioned in G2:
@picardonhealth
@uoft
@drandrewb
@ntunngavik
@kellygra
@kilalalelum
@kellygrant1
@menakarw
@dennisraphael01
@globeandmail

Top Mentioned in G3:
@nhlbi_translate
@nachc
@nihgrants
@michaelhadleymd
@rvedanthan
@risehlth
@cmsinnovates
@healthgov
@epflcswccm
@silkelefay

Top Mentioned in G4:
@mar_sdoh
@nesanechkaa
@apostatelehosum
@rllygaydude
@quantumknife
@natasha2000nat2
@qwertyyulou
@alkoparty92
@vorephilforbids
@punk_lemon

Top Mentioned in G5:
@sdohnews
@fbicincinnati
@stephaniefishm4

Top Mentioned in G6:
@onc_healthit
@emiadvisors
@healthbegins
@assurecarellc
@instamed
@healthcatalyst
@1sthcc
@luminahp
@harmonyhit
@pehealthit

Top Mentioned in G7:
@jamacardio
@nmhheartdoc
@cardiologytoday
@heartdocsadiya
@ambarish4786
@garysingermd
@jamanetwork
@kantsmd
@ajkdonline
@drraymd

Top Mentioned in G8:
@fchonline
@silkelefay
@_timos_
@jlschilling22
@muschealth
@unimelb
@ausrotaryhealth
@plosone
@l_biggs
@strongerfutures

Top Mentioned in G9:
@valuepropblog
@health_affairs
@thehill
@um_ihpi
@physiciansfound
@myvoiceyouth
@ascension_mi
@jjandinomd
@hfmaorg
@clairehchang

Top Mentioned in G10:
@ninr
@drvincentramos
@brianccastrucci
@dukeu_nursing
@anacnurses
@zeomega
@debeaumontfndtn
@psychtimes
@rachel_prusak
@beyondflexner

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@thehill
@jjj5819
@1loriking
@cotey_mary
@reuters
@wildwalkerwoman
@theresamax
@rusthackreport
@tadrow

Top Tweeters in G1:
@rusthackreport
@suriyasubraman
@nazmulmarketer1
@spanishcountry
@newsfrombw
@420hotdogs
@keenessays
@gate_15_analyst
@joelleclista
@maryhofstette17

Top Tweeters in G2:
@1loriking
@deepvard
@globeandmail
@mig30m6
@gailwaldby
@natricer
@torontostar
@mtlseb
@ctvnews
@tigershah26

Top Tweeters in G3:
@chidambara09
@lucian2drei
@axios
@hcnowradio
@usnehal
@yixuantu1
@irmaraste
@precisionmedbot
@smm_news_feed
@fredkuukusmith

Top Tweeters in G4:
@apostatelehosum
@lycoris_liqueur
@lathemmenikita
@uslugimafii
@fisch_bitte
@feanor_69
@isananika
@kohakunobaka
@natasha2000nat2
@inellis09

Top Tweeters in G5:
@cotey_mary
@theresamax
@tadrow
@avonan
@ydanasmithdutra
@laurendownsouth
@b_sputnik
@iridescentashes
@jmoon901
@saintsfan5348

Top Tweeters in G6:
@nytimes
@phillyinquirer
@voxdotcom
@pharmacypodcast
@techguy
@healthitanswers
@onc_healthit
@georgemasonu
@policylabchop
@instamed

Top Tweeters in G7:
@pyscalellc
@hswapnil
@slowitdownckd
@fikkumamoto
@jama_current
@gina_lundberg
@drraymd
@erinmichos
@cardiologytoday
@jamanetwork

Top Tweeters in G8:
@thecuriousluke
@caring_mobile
@guardianaus
@_timos_
@iottogether
@scicommbot
@womenshealthmag
@lqventures
@pawansomanchi
@_oliviabot

Top Tweeters in G9:
@thehill
@forbes
@monitor_ph
@google
@jillmarette99
@alexstevenskent
@health_affairs
@um_ihpi
@jpbettger
@cynthiaccox

Top Tweeters in G10:
@mentalhealthbo5
@vrretweeter
@healthpolicybot
@idcobot
@drsalliepnp
@vrkingxyz
@blackwidow284
@psychtimes
@brianccastrucci
@onsalec