sdoh, Twitter, 3/21/2021 4:09:45 PM, 250950


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sdoh_2021-03-20_22-51-20.xlsx
sdoh_2021-03-20_22-51-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2021
Short Description:
sdoh via NodeXL https://bit.ly/2OKC6w1
@healthbegins
@picardonhealth
@who
@himss
@h2cm
@silkelefay
@pehealthit
@epflcswccm
@ianjpereira
@healthythinker

Top hashtags:
#sdoh
#covid19
#healthequity
#healthcare
#publichealth
#pdoh
#interdependence
#mentalhealth

Description:
Description
The graph represents a network of 3,222 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, 21 March 2021 at 05:57 UTC.

The requested start date was Sunday, 21 March 2021 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, 12-hour, 22-minute period from Sunday, 07 March 2021 at 00:02 UTC to Saturday, 20 March 2021 at 12:25 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 : 3222
Unique Edges : 2682
Edges With Duplicates : 6124
Total Edges : 8806
Number of Edge Types : 5
Retweet : 1894
MentionsInRetweet : 2588
Tweet : 1600
Replies to : 981
Mentions : 1743
Self-Loops : 1625
Reciprocated Vertex Pair Ratio : 0.0703995650992117
Reciprocated Edge Ratio : 0.131538852209243
Connected Components : 426
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 1551
Maximum Edges in a Connected Component : 4073
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.388807
Graph Density : 0.000379454275759771
Modularity : 0.437206
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,222 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, 21 March 2021 at 05:57 UTC.

The requested start date was Sunday, 21 March 2021 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, 12-hour, 22-minute period from Sunday, 07 March 2021 at 00:02 UTC to Saturday, 20 March 2021 at 12:25 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:
[29] https://patientengagementhit.com/news/is-the-digital-divide-the-newest-social-determinant-of-health
[14] https://www.managedhealthcareexecutive.com/view/how-technology-can-unlock-the-value-of-sdoh
[13] https://www.healthcareitnews.com/news/change-healthcare-offer-data-science-service-focus-sdoh
[9] https://www.centeringhealthequity.com/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[9] https://www.healio.com/news/psychiatry/20200915/deaths-of-despair-have-increased-along-demographic-geographic-lines?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[8] https://innovation.cms.gov/innovation-models/ahcm
[7] https://www.pharmacist.com/article/apha-house-delegates-debates-health-inequities-harassment-national-pharmacy-organization
[7] https://twitter.com/nprpolitics/status/1369486943185145863
[7] https://www.phenxtoolkit.org/collections/view/6#
[6] https://www.fiercehealthcare.com/finance/cvs-to-invest-12-4m-affordable-housing-phoenix

Top URLs in Tweet in G1:
[2] https://peppafanon.fandom.com/wiki/Technoblade
[1] https://m.tiktok.com/v/6939579760498445574.html?_d=secCgYIASAHKAESMgowtAlFJoMjPccF0fK9nTrPc2OX%2B8HBPtGypVJCmEsqnUDIsxDHpysSIw7lQZofXvrzGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAfNR75g-dqYaCCkxo2KdYfj905GOJYYvHYHUFhRl7qaDwxdr4Ur7NAnCA2CjnIQiC&share_app_name=musically&share_item_id=6939579760498445574&share_link_id=25d3da39-4c6a-4589-b8b0-6010336f2bca×tamp=1615813844&u_code=d9mh6fhae47gg5&user_id=6771382431461458949&utm_campaign=client_share&utm_medium=android&utm_source=copy
[1] https://m.tiktok.com/v/6939579922742627590.html?_d=secCgYIASAHKAESMgowEuLRvJZceOhMPSBhfSOVtBJRpd1ptl6gue0lrJRuwdVemU07wtOMz%2BwtT5trToGlGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAfNR75g-dqYaCCkxo2KdYfj905GOJYYvHYHUFhRl7qaDwxdr4Ur7NAnCA2CjnIQiC&share_app_name=musically&share_item_id=6939579922742627590&share_link_id=47af9e59-7616-467f-84b1-e74672a84c20×tamp=1615813865&u_code=d9mh6fhae47gg5&user_id=6771382431461458949&utm_campaign=client_share&utm_medium=android&utm_source=copy
[1] https://m.tiktok.com/v/6939581344737529094.html?_d=secCgYIASAHKAESMgow1eWJXdyFWNL1a3BxQozANxZ%2Fg%2BSyuycHJDJm%2BUgK9GVCIOdImlzDF%2BjOTGAoS%2FMUGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAfNR75g-dqYaCCkxo2KdYfj905GOJYYvHYHUFhRl7qaDwxdr4Ur7NAnCA2CjnIQiC&share_app_name=musically&share_item_id=6939581344737529094&share_link_id=07e66dbd-9cd3-45c9-be59-3266952cca9a×tamp=1615813877&u_code=d9mh6fhae47gg5&user_id=6771382431461458949&utm_campaign=client_share&utm_medium=android&utm_source=copy
[1] https://twitter.com/twtselfieupdate/status/1368949220309340160
[1] https://twitter.com/_n__7__/status/1368826827347755008
[1] https://twitter.com/danisgrande/status/1369479833516994561
[1] https://twitter.com/finebyme16/status/1369930498382893057
[1] https://www.youtube.com/watch?v=T70eRkz9R5g&feature=youtu.be

[1] https://twitter.com/RespectfulMemes/status/1368261448321892358

Top URLs in Tweet in G2:
[5] https://www.healthcareitnews.com/news/change-healthcare-offer-data-science-service-focus-sdoh
[3] https://www.mobihealthnews.com/news/unite-us-lands-150m-its-platform-address-sdoh?utm_source=dlvr.it&utm_medium=twitter
[3] https://healthblawg.com/2020/01/virtualhealth-mirabelle-cabiling.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.healthcareitnews.com/news/change-healthcare-offer-data-science-service-focus-sdoh?utm_source=dlvr.it&utm_medium=twitter
[2] https://viehealthcare.com/proven-sdoh-strategies-to-save-your-hospital-money/
[2] https://www.managedhealthcareexecutive.com/view/how-technology-can-unlock-the-value-of-sdoh
[2] https://www.justice.gov/usao-sdoh/pr/purported-501c4-admits-being-used-conceal-corrupt-payments-related-passage-legislation
[2] https://www.robinspost.com/news/technology-news/daily-technology-news/1320395-technology-news-how-technology-can-unlock-the-value-of-sdoh-managed-healthcare-executive.html
[2] https://www.linkedin.com/slink?code=g3QmAhv
[2] https://twitter.com/uniteushq/status/1371827909732794371

Top URLs in Tweet in G3:
[4] https://twitter.com/kwardvancouver/status/1336799213535993856
[3] https://theconversation.com/covid-19-how-to-tackle-vaccine-hesitancy-among-bame-groups-156333?utm_medium=amptwitter&utm_source=Twitter
[2] https://www.nejm.org/doi/full/10.1056/NEJMms2025396?cookieSet=1
[1] https://www.nytimes.com/interactive/2021/03/11/opinion/covid-inequality-race-gender.html?smid=tw-share
[1] https://twitter.com/DonPlett/status/1372559032372854785
[1] https://www.theglobeandmail.com/canada/article-vaccination-teams-set-up-mobile-clinics-offer-cash-or-gift-cards-to/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.thestar.com/life/together/people/2021/03/07/take-what-you-need-leave-what-you-can-how-a-toronto-network-is-transforming-the-way-we-think-about-food-insecurity.html?utm_source=Twitter
[1] https://www.theglobeandmail.com/opinion/article-for-indigenous-people-the-urban-northern-divide-has-produced-a-tale-of/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.ctvnews.ca/health/coronavirus/we-failed-the-most-vulnerable-dr-tam-s-biggest-takeaway-after-a-year-of-covid-19-1.5345393
[1] https://www.nytimes.com/2021/03/16/opinion/ezra-klein-podcast-mark-bittman.html?smid=tw-share

Top URLs in Tweet in G4:
[9] https://www.centeringhealthequity.com/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.racmonitor.com/the-gravity-project-recommends-social-risk-codes-for-icd-10-cm#.YEoalNH4jm4.twitter
[3] https://patientengagementhit.com/news/is-the-digital-divide-the-newest-social-determinant-of-health
[3] https://events.risehealth.org/events/rise-national-2021-h2588-/registration-76773f44f15e493395d416b32ec36058.aspx?fqp=true
[2] https://www.racmonitor.com/robert-wood-johnson-foundation-advances-guidance-to-address-sdoh#.YFR5ek6DfSc.twitter
[2] https://www.resourcesforintegratedcare.com/sites/default/files/CBO-Plan-Partnerships-Brief.pdf
[1] https://www.ajmc.com/view/the-association-of-social-determinants-of-health-with-health-outcomes
[1] https://www.linkedin.com/slink?code=dYyJqXu
[1] https://www.linkedin.com/slink?code=dPJKPQE
[1] https://www.linkedin.com/slink?code=dUCJsvn

Top URLs in Tweet in G5:
[2] https://www.healthline.com/health-news/managing-depression-and-anxiety-may-be-harder-during-covid-19-these-12-tips-can-help
[2] https://center-for-care-innovations.breezy.hr/p/26717743ab47-program-manager
[2] https://www-nytimes-com.cdn.ampproject.org/c/s/www.nytimes.com/2021/03/07/opinion/racism-public-health-emergency.amp.html
[1] https://www.npr.org/sections/health-shots/2020/06/25/877549715/bear-our-pain-the-plea-for-more-black-mental-health-workers?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://healthbegins.us7.list-manage.com/subscribe?u=ed462df56981151cb4afc84bb&id=1a7d76754d
[1] https://patientengagementhit.com/news/is-the-digital-divide-the-newest-social-determinant-of-health
[1] https://www.ajmc.com/view/the-association-of-social-determinants-of-health-with-health-outcomes
[1] https://www.nytimes.com/2021/03/07/opinion/racism-public-health-emergency.html?smid=tw-share
[1] https://khn.org/MTI2MzYwNg
[1] https://www.kff.org/55056b1/

Top URLs in Tweet in G6:
[8] https://www.healthcareitnews.com/news/change-healthcare-offer-data-science-service-focus-sdoh
[5] https://www.modernhealthcare.com/technology/digital-divide-becomes-new-social-determinant-health
[3] https://www.healthitanswers.net/to-reduce-health-inequities-start-by-identifying-social-determinants-of-health/
[3] https://www.himss.org/events/global-maternal-health-tech-challenge
[2] https://www.himss.org/events/match-coalition-virtual-hill-briefing-combatting-maternal-mortality-age-digital-health?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=match_coalition
[2] https://www.healthcarefinancenews.com/news/250-million-covid-19-grants-aim-vaccinate-underserved-populations
[2] https://www.healthcarefinancenews.com/news/long-term-stroke-death-rates-are-higher-among-black-medicare-patients
[2] https://www.mobihealthnews.com/news/unite-us-lands-150m-its-platform-address-sdoh?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.himss.org/events/maternal-health-tech-challenge
[2] https://www.healthcareitnews.com/news/how-machine-learning-can-improve-patients-care-plans

Top URLs in Tweet in G7:
[6] https://www.fiercehealthcare.com/finance/cvs-to-invest-12-4m-affordable-housing-phoenix
[6] https://twitter.com/nprpolitics/status/1369486943185145863
[2] https://www.mobihealthnews.com/news/unite-us-lands-150m-its-platform-address-sdoh
[2] https://cvshealth.com/news-and-insights/programs/health-trends/report-2021
[2] https://blog.getwellnetwork.com/what-is-health-equity-why-does-it-matter?utm_source=Facebook&utm_medium=social&utm_campaign=health
[2] equity
[2] https://open.spotify.com/episode/7Cv255zhmUqucj96PtRnFU?si=pPuWEe3ESMSbROV1eGQcXA
[1] https://www.joinclubhouse.com/club/future-of-healthcar
[1] https://khn.org/news/article/richest-us-counties-overwhelmed-by-surge-in-child-hunger/
[1] https://www.washingtonpost.com/business/2021/03/01/diaper-banks-pandemic-poverty/

Top URLs in Tweet in G8:
[1] https://twitter.com/ZloyBorisB/status/1371486476953866240

Top URLs in Tweet in G9:
[9] https://www.managedhealthcareexecutive.com/view/how-technology-can-unlock-the-value-of-sdoh
[6] https://www.accountablehealthllc.com/media/pophealth-minute/
[4] https://www.accountablehealthllc.com/running-to-the-ball-the-shiny-object-of-social-determinants-of-health/
[2] https://www.accountablehealthllc.com/media/pophealth-week/
[1] https://digital.sandiego.edu/dissertations/186/
[1] https://www.ahajournals.org/doi/full/10.1161/CIRCHEARTFAILURE.109.868513?cookieSet=1
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10865-017-9887-2
[1] https://www.sciencedirect.com/science/article/abs/pii/S0306452220302657
[1] https://care.diabetesjournals.org/content/44/1/258.abstract
[1] https://www.mdpi.com/1660-4601/18/3/1269

Top URLs in Tweet in G10:
[1] https://hodges-model.blogspot.com/2021/03/universal-health-coverage.html
[1] https://hodges-model.blogspot.com/search?q=biopsychosocial
[1] https://hodges-model.blogspot.com/search?q=political
[1] https://hodges-model.blogspot.com/search?q=LEAVE
[1] https://hodges-model.blogspot.com/2021/03/ai-augmenting-inequality.html
[1] https://twitter.com/deepend_ireland/status/1370693380485869569
[1] https://twitter.com/wearenewlocal/status/1369953866553384963
[1] https://slate.com/news-and-politics/2021/03/mental-health-basic-needs-come-first.amp?__twitter_impression=true
[1] https://www.bmc.org/healthcity/population-health/upstream-healthcare-sdoh-root-causes
[1] https://news.bloomberglaw.com/health-law-and-business/medicaid-work-rule-fight-threatens-push-to-cover-social-needs?fbclid=IwAR0Jm4fFCq8_R8AUBCRPINtzI-RhsRRM4UG3VCQjc_TUstIXDdFfEHxrQ1I

Top Domains
Top Domains in Tweet in Entire Graph:
[253] twitter.com
[42] patientengagementhit.com
[35] linkedin.com
[32] nytimes.com
[25] healthcareitnews.com
[19] justice.gov
[17] managedhealthcareexecutive.com
[17] youtube.com
[13] himss.org
[13] mobihealthnews.com

Top Domains in Tweet in G1:
[5] twitter.com
[3] tiktok.com
[2] fandom.com
[1] youtube.com

Top Domains in Tweet in G2:
[33] twitter.com
[20] linkedin.com
[8] healthcareitnews.com
[5] healthblawg.com
[4] nytimes.com
[4] justice.gov
[4] patientengagementhit.com
[3] robinspost.com
[3] healthpayerintelligence.com
[3] mobihealthnews.com

Top Domains in Tweet in G3:
[11] twitter.com
[4] nytimes.com
[4] theglobeandmail.com
[3] theconversation.com
[2] nejm.org
[2] thestar.com
[1] ctvnews.ca
[1] theguardian.com
[1] veradigm.com

Top Domains in Tweet in G4:
[11] twitter.com
[9] centeringhealthequity.com
[6] racmonitor.com
[5] risehealth.org
[4] linkedin.com
[4] resourcesforintegratedcare.com
[3] ajmc.com
[3] patientengagementhit.com
[3] insidehealthpolicy.com
[3] radian6.com

Top Domains in Tweet in G5:
[4] statnews.com
[2] patientengagementhit.com
[2] nytimes.com
[2] kff.org
[2] healthaffairs.org
[2] twitter.com
[2] verywellhealth.com
[2] healthline.com
[2] breezy.hr
[2] ampproject.org

Top Domains in Tweet in G6:
[15] healthcareitnews.com
[11] himss.org
[7] healthcarefinancenews.com
[5] modernhealthcare.com
[4] mobihealthnews.com
[3] healthitanswers.net
[3] twitter.com
[2] healthpayerintelligence.com
[2] sociallydetermined.com
[1] managedhealthcareexecutive.com

Top Domains in Tweet in G7:
[10] twitter.com
[7] fiercehealthcare.com
[4] healthpopuli.com
[3] mobihealthnews.com
[2] washingtonpost.com
[2] npr.org
[2] uniteus.com
[2] cvshealth.com
[2] getwellnetwork.com
[2] spotify.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[12] accountablehealthllc.com
[9] managedhealthcareexecutive.com
[2] sciencedirect.com
[2] wiley.com
[2] eventbrite.com
[2] twitter.com
[1] sandiego.edu
[1] ahajournals.org
[1] springer.com
[1] diabetesjournals.org

Top Domains in Tweet in G10:
[5] blogspot.com
[2] twitter.com
[1] slate.com
[1] bmc.org
[1] bloomberglaw.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1453] sdoh
[242] covid19
[237] healthequity
[133] healthcare
[115] publichealth
[62] pdoh
[58] interdependence
[56] mentalhealth
[55] systemicracism
[45] digitalhealth



Top Hashtags in Tweet in G1:
[27] dreamsmpfanart
[25] dreamsmp
[21] tubbofanart
[16] ranboofanart
[14] dreamfanart
[12] tommyinnitfanart
[9] technoblade
[8] wilbursootfanart
[8] wilburfanart
[8] philzafanart

Top Hashtags in Tweet in G2:
[102] sdoh
[32] healthcare
[24] nur4108
[24] w8
[12] healthequity
[11] technology
[10] digitalhealth
[7] mentalhealth
[6] payers
[5] news

Top Hashtags in Tweet in G3:
[45] covid19
[41] systemicracism
[27] sdoh
[15] vaccination
[8] cfto
[7] coronavirus
[6] indigenous
[6] bcpoli
[5] cdnpoli
[5] dtes

Top Hashtags in Tweet in G4:
[115] sdoh
[34] healthequity
[17] covid19
[15] healthcare
[14] medtwitter
[9] publichealth
[9] healthsystems
[9] vaccine
[7] healthplans
[6] sdomh

Top Hashtags in Tweet in G5:
[68] sdoh
[33] healthequity
[8] racism
[8] systemicracism
[4] upstream
[4] coronavirus
[4] publichealth
[3] mentalhealth
[3] covid19
[3] asianamerican

Top Hashtags in Tweet in G6:
[108] sdoh
[28] healthequity
[20] pesummit
[18] maternalhealth
[12] digitalhealth
[9] healthcareinnovation
[8] covid19
[8] ml
[8] healthit
[8] healthcare

Top Hashtags in Tweet in G7:
[65] sdoh
[18] healthequity
[17] healthcare
[12] digitalhealth
[10] covid19
[5] housing
[4] socialdeterminants
[4] potus
[4] homeeconomics
[4] vaccines

Top Hashtags in Tweet in G8:
[7] genshinimpact
[4] 原神
[2] luckae
[2] kaeluc
[2] ディルガイ
[2] sk8
[2] sk8theinfinity
[2] chongqiu
[2] xingyun
[2] 細革工

Top Hashtags in Tweet in G9:
[74] sdoh
[38] publichealth
[37] mentalhealth
[29] epidemiology
[26] stress
[26] depression
[23] sociology
[22] nursing
[19] socialwork
[19] greennewdeal

Top Hashtags in Tweet in G10:
[9] sdoh
[4] sdgs
[3] h2cm
[2] globalhealth
[2] ai
[1] cop26
[1] universalhealthcoverage
[1] uhc
[1] personcentredness
[1] parityofesteem

Top Words
Top Words in Tweet in Entire Graph:
[1453] #sdoh
[996] health
[592] я
[546] и
[533] не
[531] social
[469] sdoh
[456] в
[336] что
[331] determinants

Top Words in Tweet in G1:
[149] и
[136] в
[132] я
[120] что
[115] mandarin_sdoh
[110] не
[77] ultimate_puddle
[63] с
[62] а
[58] это

Top Words in Tweet in G2:
[102] #sdoh
[97] sdoh
[92] health
[44] social
[35] care
[32] #healthcare
[29] healthcare
[27] determinants
[25] individual
[25] level

Top Words in Tweet in G3:
[114] picardonhealth
[62] pandemic
[45] #covid19
[41] #systemicracism
[40] racialized
[40] communities
[40] ravaged
[40] effects
[40] time
[39] declar

Top Words in Tweet in G4:
[115] #sdoh
[73] health
[44] social
[34] #healthequity
[33] determinants
[25] consejosano_us
[19] data
[19] people
[18] more
[17] #covid19

Top Words in Tweet in G5:
[68] #sdoh
[41] healthbegins
[33] #healthequity
[30] health
[25] more
[20] people
[17] housing
[15] covid
[12] cc
[11] 19

Top Words in Tweet in G6:
[108] #sdoh
[66] himss
[64] health
[36] help
[34] sdoh
[34] maternal
[28] #healthequity
[27] healthcare
[26] patients
[25] tech

Top Words in Tweet in G7:
[65] #sdoh
[18] come
[18] over
[18] #healthequity
[17] #healthcare
[17] nationshealth
[17] health
[17] uniteushq
[14] connect
[14] financing

Top Words in Tweet in G8:
[133] я
[117] и
[115] не
[99] в
[69] что
[54] на
[52] это
[48] s_sdoh
[43] coconutpepe
[42] у

Top Words in Tweet in G9:
[74] #sdoh
[38] #publichealth
[37] #mentalhealth
[29] #epidemiology
[26] #stress
[26] #depression
[23] #sociology
[22] #nursing
[20] silkelefay
[19] #socialwork

Top Words in Tweet in G10:
[13] needs
[11] social
[11] sdoh
[9] #sdoh
[9] need
[8] health
[8] assessments
[7] work
[6] viscidula
[6] mental

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[313] social,determinants
[290] determinants,health
[103] health,#sdoh
[100] я,не
[76] у,меня
[71] #healthequity,#sdoh
[60] health,sdoh
[58] #sdoh,#healthequity
[54] social,determinant
[52] determinant,health

Top Word Pairs in Tweet in G1:
[25] mandarin_sdoh,ultimate_puddle
[17] mandarin_sdoh,в
[16] у,меня
[15] я,и
[15] и,mandarin_sdoh
[15] в,чужих
[15] чужих,реплаях
[15] реплаях,забецали
[15] забецали,целый
[15] целый,кроссовер

Top Word Pairs in Tweet in G2:
[27] social,determinants
[25] determinants,health
[24] #nur4108,#w8
[15] individual,level
[9] science,service
[9] service,focus
[9] focus,sdoh
[8] health,sdoh
[8] offer,data
[8] data,science

Top Word Pairs in Tweet in G3:
[40] racialized,communities
[40] communities,ravaged
[40] ravaged,pandemic
[40] pandemic,effects
[40] effects,#systemicracism
[40] #systemicracism,time
[39] picardonhealth,racialized
[39] time,declar
[30] failed,vulnerable'
[30] vulnerable',cpho_canada's

Top Word Pairs in Tweet in G4:
[33] social,determinants
[22] determinants,health
[13] #sdoh,#medtwitter
[12] #medtwitter,drmghernandez
[12] drmghernandez,duane_reynolds
[12] duane_reynolds,justhealthco
[12] need,social
[12] health,approaches
[12] approaches,addiction
[12] addiction,highlighted

Top Word Pairs in Tweet in G5:
[11] #healthequity,#sdoh
[11] covid,19
[9] make,policy
[9] policy,proactively
[9] proactively,stops
[9] stops,harm
[9] harm,people
[9] people,harmed
[9] harmed,centered
[8] healthbegins,make

Top Word Pairs in Tweet in G6:
[21] maternal,mortality
[18] himss,global
[14] tech,solution
[14] solution,help
[13] social,determinants
[13] mortality,unacceptably
[13] unacceptably,high
[13] high,worldwide
[13] worldwide,tech
[13] help,enter

Top Word Pairs in Tweet in G7:
[13] #sdoh,washingtonpost
[12] usda,announces
[12] announces,schoolchildren
[12] schoolchildren,eligible
[12] eligible,free
[12] free,school
[12] school,meals
[12] meals,over
[12] over,summer
[12] summer,break

Top Word Pairs in Tweet in G8:
[22] у,меня
[15] я,не
[11] потому,что
[11] и,я
[9] из,за
[8] я,просто
[7] у,тебя
[7] и,не
[6] того,что
[6] что,у

Top Word Pairs in Tweet in G9:
[18] #sociology,#socialwork
[16] #greennewdeal,#greenrecovery
[9] #mentalhealth,#depression
[9] technology,unlock
[9] unlock,value
[9] value,sdoh
[9] sdoh,managed
[9] managed,healthcare
[9] healthcare,executive
[9] executive,read

Top Word Pairs in Tweet in G10:
[6] mental,health
[6] social,work
[4] criminogenic,needs
[3] #sdgs,#sdoh
[3] non,criminogenic
[3] forensic,mh
[3] basic,needs
[2] awaisaftab,matthewrbroome
[2] matthewrbroome,sameihuda
[2] sameihuda,chrismeechan2

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@artistjanai
@mandarin_sdoh
@s_sdoh
@coconutpepe
@ultimate_puddle
@tww_twt
@alkozhaba
@oil_lok
@yasuuuf

Top Replied-To in G1:
@mandarin_sdoh
@ultimate_puddle
@alkozhaba
@spasiboputiny01
@patchehehe
@cornbamboni
@_aprelskiy
@poshel_nawhoi
@balikot1488

Top Replied-To in G3:
@janephilpott
@fmwcanada

Top Replied-To in G4:
@stronggirl51
@jameyedwards
@ubssw
@mickytripathi1
@elenamarks
@lee_md_it
@janoldenburg
@consejosano_us
@hitroundtable
@ahimaresources

Top Replied-To in G5:
@umasswalker
@sarcandes

Top Replied-To in G6:
@change_hc
@matt_w_coleman
@h_shriya
@_mom_of_3_
@falanbennett

Top Replied-To in G7:
@tclawry
@healthbjk

Top Replied-To in G8:
@s_sdoh
@coconutpepe
@roflitso1
@lish_ba_ne_sdoh
@_mary__may_
@terrorist_sdoh
@_goose_berry
@alekmorningsta

Top Replied-To in G9:
@medical_xpress
@drajrose
@guardian
@slamup
@draxelrod_who
@mikkelsenbente_

Top Replied-To in G10:
@marthaclark
@aodhanc
@amybarnhorst
@appgglobhealth
@awaisaftab
@wenurses
@robmccargow
@bmj_latest
@vgeiran
@swordscalvin

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@brianrahmer
@himss
@mandarin_sdoh
@healthbegins
@kff
@ultimate_puddle
@neighborhoodats
@drrachelshelton
@cpho_canada

Top Mentioned in G1:
@mandarin_sdoh
@ultimate_puddle
@patchehehe
@liebiber
@spasiboputiny01
@cupcupcupoftea
@zapekan6000
@aurelio_bruh
@cornbamboni
@sosiski_klass2

Top Mentioned in G2:
@therapy4theppl
@judsontelemed

Top Mentioned in G3:
@picardonhealth
@cpho_canada
@rachaiello
@kwardvancouver
@nytopinion
@conversationuk
@globeandmail
@tan
@guyfelicella
@nejm

Top Mentioned in G4:
@consejosano_us
@abnermason
@drmghernandez
@duane_reynolds
@justhealthco
@epflcswccm
@miller7
@rasushrestha
@latimoreamanda
@judgewren

Top Mentioned in G5:
@healthbegins
@thegravityproj
@rheaboydmd
@dralexamm
@sarcandes
@equalityhealth
@drrichbesser
@statnews
@redhookjustice
@pehealthit

Top Mentioned in G6:
@himss
@healthitnews
@hc_finance
@clevelandclinic
@byehia
@matchcoalition
@matt_w_coleman
@cwrusom
@gerilynn
@maradaiker

Top Mentioned in G7:
@nationshealth
@uniteushq
@washingtonpost
@cvshealth
@publichealth
@getclubhouse
@daniel_kraft
@healthythinker
@donnaklencki
@joebiden

Top Mentioned in G8:
@ne_n_kai
@nintendopins
@inspector_erik
@killuacat_mef
@pepernoria
@seoulstationn
@soggyfroggy1
@shll1y
@fflosya
@hssywel

Top Mentioned in G9:
@silkelefay
@fedora_rapp
@jcihonline
@fsgoldstein
@acpinternists
@renatasnyc
@paragmehta6
@nasem_health
@hlthequityinit

Top Mentioned in G10:
@viscidula
@matthewrbroome
@sameihuda
@chrismeechan2
@abdisanati
@sameerjauhar
@gikkos1
@ammaralam93
@schizosemia
@huwtube

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@evankirstel
@xaelbot
@thehill
@rosenchild
@b1e56df9ce6549f
@sandyalz
@kimvie
@business
@guardian

Top Tweeters in G1:
@iggykoopa666
@lesh_ik
@florensunstone
@bikenesmith
@palayeroyale
@tinvafla
@tealoofcore
@ac1dgreen
@hasharakl
@technobrainrot

Top Tweeters in G2:
@robinsnewswire
@into_ai
@420hotdogs
@ogatakchgim
@judsontelemed
@njanitz
@hugosays
@mchand13
@childreninni
@sachinsworld17

Top Tweeters in G3:
@kimvie
@viralvideovlogs
@lorettabower3
@globeandmail
@meeksvs
@softgrasswalker
@terpsichore_los
@hopealdridge
@geoffypjohnston
@torontostar

Top Tweeters in G4:
@politico
@pkanagaratnam
@lkafle
@juliebhunt
@fcn2go
@kyblueblood
@publichealthmap
@doctor_david
@glfceo
@joebabaian

Top Tweeters in G5:
@thehill
@latimes
@ap
@freep
@wfaa
@daytondailynews
@motherjones
@yahoonews
@kens5
@nytopinion

Top Tweeters in G6:
@rosenchild
@mrtallerjerry
@hubbucket
@supplychainsn
@manifattura40
@stuckonsw
@jdavis_halton
@andi_staub
@clevelandclinic
@healthcareagg

Top Tweeters in G7:
@evankirstel
@tess_blue815
@coronaupdatebot
@washingtonpost
@cbsnews
@drferdowsi
@nickisnpdx
@johnnosta
@grbusinaro
@irmaraste

Top Tweeters in G8:
@6171241
@lilgojoya
@pepernoria
@ironduuude
@rosietherat50
@nekoma__manager
@hemorrhoid_bear
@iamzalma
@feelingsohorny
@ne_n_kai

Top Tweeters in G9:
@xaelbot
@guardian
@hubofml
@code_convention
@30xcodes
@thecuriousluke
@ipythonistabot
@yahyapatel
@godfrey_g_
@nvsdata

Top Tweeters in G10:
@sameihuda
@pash22
@thesandlings
@wenurses
@drwinarick
@bbcradio4
@raj_psyc
@mindcharity
@savechildrenuk
@netshrink


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