sdoh, Twitter, 1/17/2021 7:01:13 AM, 245824


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sdoh_2021-01-16_22-30-00.xlsx
sdoh_2021-01-16_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
sdoh via NodeXL https://bit.ly/35NpR7g
@picardonhealth
@healthbegins
@kentonjjohnston
@drchellemd
@drnunezsmith
@siren_ucsf
@rishimanchanda
@kathykastner
@epflcswccm
@cmsgov

Top hashtags:
#sdoh
#covid19
#healthequity
#healthcare
#coronavirus
#publichealth
#pophealth

Description:
Description
The graph represents a network of 2,786 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, 17 January 2021 at 06:34 UTC.

The requested start date was Sunday, 17 January 2021 at 01:01 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, 9-hour, 30-minute period from Sunday, 03 January 2021 at 03:09 UTC to Friday, 15 January 2021 at 12:39 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 : 2786
Unique Edges : 2307
Edges With Duplicates : 6110
Total Edges : 8417
Number of Edge Types : 5
Replies to : 1393
Mentions : 1326
Retweet : 1697
MentionsInRetweet : 2447
Tweet : 1554
Self-Loops : 1584
Reciprocated Vertex Pair Ratio : 0.0588768115942029
Reciprocated Edge Ratio : 0.111206159110351
Connected Components : 353
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 1383
Maximum Edges in a Connected Component : 3399
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.419446
Graph Density : 0.000451990653446767
Modularity : 0.413118
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,786 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, 17 January 2021 at 06:34 UTC.

The requested start date was Sunday, 17 January 2021 at 01:01 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, 9-hour, 30-minute period from Sunday, 03 January 2021 at 03:09 UTC to Friday, 15 January 2021 at 12:39 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:
[13] https://www.tfah.org/wp-content/uploads/2020/08/SDOH-bill-fact-sheet.pdf
[13] https://www.justice.gov/usao-sdoh/pr/federal-authorities-investigating-any-potential-violations-federal-law-residents
[12] https://patientengagementhit.com/news/social-determinants-of-health-fuel-covid-19-health-disparities
[12] https://healthcarenowradio.airtime.pro/
[9] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[9] https://www.justice.gov/usao-sdoh/pr/20th-ms-13-member-pleads-guilty-violent-racketeering-conspiracy
[8] https://sirenetwork.ucsf.edu/news-events/siren-coffee-science
[8] https://science.sciencemag.org/content/370/6522/eaay0214?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[7] https://patientengagementhit.com/news/how-is-artificial-intelligence-shaping-patient-engagement-tools?utm_campaign=Industry
[7] News&utm_content=150416138&utm_medium=social&utm_source=twitter&hss_channel=tw-900362448

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=jvVbaLINHk0&feature=youtu.be

[2] https://twitter.com/Im_SoDamnTired/status/1346910468556742668
[2] https://twitter.com/elandea_af/status/1349258895500447746
[1] https://twitter.com/oonelyya/status/1346466443274059777
[1] https://twitter.com/mandarin_sdoh/status/1346746610454319106
[1] https://twitter.com/briscoepark/status/1346906777397456896
[1] https://twitter.com/smpupdate/status/1346910176771653636
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D-c2sQKoOUYQ&q=EgS4SO-bGMizj4AGIhkA8aeDS5DFiK8_0x-7WJzEZfXGWVj3sbCtMgFy
[1] https://twitter.com/tisssueBox/status/1348386936499552257
[1] https://twitter.com/anzuro_/status/1349697621514973185

Top URLs in Tweet in G2:
[2] https://www.cbc.ca/news/canada/toronto/ontario-paid-sick-days-recommendations-1.5869230?__vfz=medium%3Dsharebar
[2] https://www.cbc.ca/news/canada/toronto/ontario-s-homeless-5-times-more-likely-to-die-of-covid-19-study-finds-1.5869024?__vfz=medium%3Dsharebar
[1] https://www.thestar.com/opinion/contributors/2020/12/29/as-doctors-who-work-in-long-term-care-homes-and-serve-marginalized-populations-we-believe-its-well-past-time-to-end-for-profit-long-term-care.html
[1] https://www.theguardian.com/commentisfree/2021/jan/08/lockdowns-workers-restrictions-self-isolate
[1] https://www.thestar.com/news/gta/2021/01/11/torontos-top-doctor-calls-on-province-to-provide-10-paid-sick-days-amid-surging-covid-19-cases.html
[1] https://www.nytimes.com/2021/01/08/health/coronavirus-marcella-nunez-smith.html?smid=tw-share
[1] https://www.nytimes.com/2021/01/02/opinion/sunday/2020-worst-year-famine.html?smid=tw-share
[1] https://www.thestar.com/news/gta/2020/10/18/you-get-walked-on-stepped-over-and-passed-by-homeless-seniors-in-toronto-falling-through-the-cracks-in-long-term-care.html
[1] https://www.theglobeandmail.com/opinion/article-what-erin-otoole-is-really-saying-when-he-says-criminals-shouldnt-get/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theguardian.com/commentisfree/2021/jan/11/second-wave-political-change-global-pandemic

Top URLs in Tweet in G3:
[7] https://patientengagementhit.com/news/social-determinants-of-health-fuel-covid-19-health-disparities
[2] http://www.pressnews.biz/@evelynjhendrix/black-nurses-launch-the-first-black-wellness-magazine-6p3w7pjrr35y
[2] http://www.njtod.org/transit-health-equity-covid-19/
[1] https://www.racmonitor.com/deepening-disparities-continue-for-vulnerable-populations#.YAF_zciBrgQ.twitter
[1] https://www.linkedin.com/slink?code=dasnNCt
[1] https://twitter.com/epflcswccm/status/1347673887987949571
[1] https://www.risehealth.org/insights-articles/sdoh-in-the-news-behavioral-health-most-common-treatment-in-telehealth-pharmacy-deserts-linked-to-vulnerable-communities-and-more/?utm_source=LinkedIn&utm_medium=social&utm_campaign=News
[1] https://twitter.com/AP/status/1349714490892427265
[1] https://healthpayerintelligence.com/news/aca-medicaid-expansion-reduced-income-inequality-sdoh-by-10
[1] https://theindependent.com/news/local/unhealthy-nebraska-state-has-one-of-the-nation-s-highest-binge-drinking-rates/article_98d49ba6-4a64-11eb-b992-e7e2a6aa7b80.html

Top URLs in Tweet in G4:
[1] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[1] http://journals.sagepub.com/doi/10.1177/2373379920937719
[1] https://think.taylorandfrancis.com/special_issues/behavioral-medicine-covid-19-and-social-determinants-of-health/?utm_source=TFO&utm_medium=cms&utm_campaign=JPG15743
[1] https://journals.lww.com/lww-medicalcare/Abstract/2020/12000/Utilization_of_Social_Determinants_of_Health.2.aspx
[1] https://www.ruralhealthresearch.org/webinars/sdoh-in-rural-america
[1] https://twitter.com/PHP_SOPHE/status/1346726193664442368?s=20

Top URLs in Tweet in G5:
[4] https://journal.ahima.org/cms-issues-guidance-to-state-healthcare-officials-on-sdoh/
[4] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[3] https://www.medicaid.gov/federal-policy-guidance/downloads/sho21001.pdf
[3] https://www.usnews.com/news/health-news/articles/2021-01-13/how-underused-medical-codes-for-social-needs-could-transform-health-care
[2] https://www.justice.gov/usao-sdoh/pr/anna-man-pleads-guilty-creating-pornography-rape-infant-child-10-teens
[2] https://www.recoverycapital.io/webinar-beyond-sobriety-jan-2021
[2] https://hub.nic-us.org/groups/sdoh-national-action-agenda
[2] https://blog.ncqa.org/ncqa-releases-its-social-determinants-of-health-resource-guide/
[2] https://www.justice.gov/usao-sdoh/pr/20th-ms-13-member-pleads-guilty-violent-racketeering-conspiracy
[2] https://patientengagementhit.com/news/social-determinants-of-health-fuel-covid-19-health-disparities

Top URLs in Tweet in G6:
[5] https://twitter.com/ThomasNOV/status/1347289214199672833
[4] https://www.healthleadersmedia.com/technology/health-information-exchanges-jump-front-health-it-line-year
[2] https://healthblawg.com/2019/09/keith-hovan-southcoast.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2020/01/virtualhealth-mirabelle-cabiling.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2020/05/konstantin-pophealth-axispointhealth.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.usnews.com/news/health-news/articles/2021-01-13/how-underused-medical-codes-for-social-needs-could-transform-health-care
[1] https://www.linkedin.com/slink?code=ec7SZGD
[1] https://twitter.com/shieclive/status/1346953760883548161
[1] https://ehrintelligence.com/news/tips-to-integrate-social-determinants-of-health-data-into-the-ehr
[1] https://www.healthit.gov/isa/social-psychological-and-behavioral-data

Top URLs in Tweet in G7:
[7] https://sirenetwork.ucsf.edu/news-events/siren-coffee-science
[2] https://www.giaging.org/documents/201012_GIA_Complex_Care_Fuding_Guide_FINAL2.pdf
[1] http://systemsforaction.org/projects/effectiveness-early-childhood-development-partnerships-addressing-pediatric-health-and-social-needs
[1] https://www.healthaffairs.org/do/10.1377/hblog20210113.155994/full/?utm_medium=social&utm_source=twitter&utm_campaign=blog&utm_content=healthaffairs&utm_term=ha+top+20
[1] https://nam.edu/publications/top-10-most-read-perspectives-of-2020/?utm_source=National+Academy+of+Medicine&utm_campaign=9acd88811a-Top+10+Perps_COPY_01&utm_medium=email&utm_term=0_b8ba6f1aa1-9acd88811a-151036913
[1] https://www.healthaffairs.org/doi/10.1377/hlthaff.2019.01246?utm_medium=social&utm_source=twitter&utm_campaign=journal&utm_content=horwitz&utm_term=ha+top+20
[1] https://www.healthaffairs.org/doi/10.1377/hblog20210113.155994?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/1468-0009.12491?cookieSet=1
[1] https://twitter.com/laurentaylor_lt/status/1348989694181330944
[1] https://twitter.com/SIREN_UCSF/status/1343607213877653505

Top URLs in Tweet in G8:
[12] https://www.tfah.org/wp-content/uploads/2020/08/SDOH-bill-fact-sheet.pdf
[2] https://naccho.libsyn.com/podcast-from-washington-healthy-people-2030
[1] https://health.gov/healthypeople/objectives-and-data/social-determinants-health
[1] https://health.gov/healthypeople/objectives-and-data/leading-health-indicators
[1] https://health.gov/healthypeople/objectives-and-data/social-determinants-health/literature-summaries
[1] https://www.nimhd.nih.gov/programs/collab/phenx/index.html
[1] https://www.cdc.gov/pcd/issues/2020/20_0213.htm
[1] https://medical-legalpartnership.org/5-questions-with-eric-elbogen/
[1] https://youtu.be/V08i4noMfwE
[1] https://medium.com/@natalie4health/american-fairness-is-m-i-a-7c9fc21427c6

Top URLs in Tweet in G9:
[8] https://science.sciencemag.org/content/370/6522/eaay0214?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[6] 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
[3] https://www.linkedin.com/slink?code=e8xyCVb&utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://academic.oup.com/heapol/advance-article/doi/10.1093/heapol/czaa097/5998277
[2] https://www.insider.com/cdc-11-percent-us-adults-seriously-considered-suicide-in-june-2020-8?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://science.sciencemag.org/content/370/6522/eaay0214
[1] https://apps.who.int/gb/ebwha/pdf_files/EB148/B148_24-en.pdf
[1] https://twitter.com/socscimed/status/1347868241708933120
[1] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[1] https://twitter.com/kentbuse/status/1349331062820917249

Top URLs in Tweet in G10:
[4] https://www.healthmanagement.com/knowledge-share/briefs-reports/report-examines-medicare-advantage-supplemental-benefits/
[2] https://www.healthcareitnews.com/news/women-are-less-likely-use-video-telehealth-care
[2] https://www.geneia.com/blog/2020/july/healthcare-recovery-social-determinants-and-population-health?utm_source=sm&utm_medium=twitter&utm_campaign=healthcare-recovery-sdoh-and-pop-health
[2] https://healthpayerintelligence.com/news/payers-kick-off-2021-investments-in-social-determinants-of-health
[2] https://www.medicaid.gov/federal-policy-guidance/downloads/sho21001.pdf
[2] https://www.cms.gov/newsroom/press-releases/cms-issues-new-roadmap-states-address-social-determinants-health-improve-outcomes-lower-costs
[1] https://twitter.com/ThomasNOV/status/1347289214199672833
[1] https://healthpayerintelligence.com/news/cms-outlines-medicaid-social-determinants-of-health-flexibilities
[1] https://www.hcinnovationgroup.com/analytics-ai/article/21203893/4-ways-clinical-ai-will-transform-healthcare-in-2021?utm_source=HI+Daily+NL&utm_medium=email&utm_campaign=CPS210104038&o_eid=6667D7106345H8A&rdx.ident[pull]=omeda|6667D7106345H8A&oly_enc_id=6667D7106345H8A
[1] https://www.fiercehealthcare.com/tech/covid-19-supercharged-digital-health-funding-2020-record-21-6b-invested-report

Top Domains
Top Domains in Tweet in Entire Graph:
[278] twitter.com
[42] justice.gov
[31] patientengagementhit.com
[21] linkedin.com
[16] tfah.org
[13] healthpayerintelligence.com
[12] airtime.pro
[12] nytimes.com
[11] sciencemag.org
[10] ahrq.gov

Top Domains in Tweet in G1:
[19] twitter.com
[2] youtube.com
[2] google.com

Top Domains in Tweet in G2:
[6] cbc.ca
[4] thestar.com
[4] theglobeandmail.com
[4] twitter.com
[2] theguardian.com
[2] nytimes.com
[1] montrealgazette.com

Top Domains in Tweet in G3:
[7] twitter.com
[7] patientengagementhit.com
[2] pressnews.biz
[2] njtod.org
[1] racmonitor.com
[1] linkedin.com
[1] risehealth.org
[1] healthpayerintelligence.com
[1] theindependent.com
[1] lww.com

Top Domains in Tweet in G4:
[1] ahrq.gov
[1] sagepub.com
[1] taylorandfrancis.com
[1] lww.com
[1] ruralhealthresearch.org
[1] twitter.com

Top Domains in Tweet in G5:
[42] twitter.com
[12] linkedin.com
[7] ahima.org
[6] justice.gov
[4] healthpayerintelligence.com
[4] ahrq.gov
[3] medicaid.gov
[3] patientengagementhit.com
[3] ehrintelligence.com
[3] chilmarkresearch.com

Top Domains in Tweet in G6:
[10] twitter.com
[6] healthblawg.com
[4] healthleadersmedia.com
[1] usnews.com
[1] linkedin.com
[1] ehrintelligence.com
[1] healthit.gov
[1] medicaid.gov
[1] healthpopuli.com
[1] inquirer.com

Top Domains in Tweet in G7:
[11] twitter.com
[8] ucsf.edu
[3] healthaffairs.org
[2] giaging.org
[2] medicaidinnovation.org
[1] systemsforaction.org
[1] nam.edu
[1] wiley.com
[1] sdoheducation.org
[1] nejm.org

Top Domains in Tweet in G8:
[14] tfah.org
[3] health.gov
[2] libsyn.com
[1] nih.gov
[1] cdc.gov
[1] medical-legalpartnership.org
[1] youtu.be
[1] medium.com

Top Domains in Tweet in G9:
[10] sciencemag.org
[7] twitter.com
[6] healio.com
[3] linkedin.com
[3] oup.com
[2] insider.com
[1] who.int
[1] ahrq.gov
[1] bmj.com
[1] diabetesjournals.org

Top Domains in Tweet in G10:
[5] twitter.com
[5] caresource.com
[4] healthpayerintelligence.com
[4] healthmanagement.com
[3] healthify.us
[2] hcinnovationgroup.com
[2] healthcareitnews.com
[2] geneia.com
[2] patientengagementhit.com
[2] medicaid.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[912] sdoh
[214] covid19
[134] healthequity
[90] healthcare
[79] coronavirus
[45] publichealth
[40] pophealth
[36] health
[35] healthdisparities
[26] covidvaccine



Top Hashtags in Tweet in G1:
[24] philzafanart
[22] dreamsmpfanart
[22] technofanart
[19] wilbursootfanart
[13] sadistappreciation
[12] dreamfanart
[12] ranboofanart
[11] fundyfanart
[10] dreamsmp
[8] mcytfanart

Top Hashtags in Tweet in G2:
[78] coronavirus
[70] covid19
[23] sdoh
[18] homelessness
[10] indigenous
[6] cdnpoli
[5] onpoli
[5] cdnhealth
[3] ontario
[2] ltc

Top Hashtags in Tweet in G3:
[36] sdoh
[8] healthequity
[5] sdomh
[4] sundaymorning
[3] mentalhealthdisparities
[3] healthdisparities
[3] covid
[3] letsbehealthytogether
[3] medleg
[2] healthcosts

Top Hashtags in Tweet in G4:
[7] covid19
[3] sdoh
[1] php_sophe
[1] structuralviolence
[1] criticalracetheory
[1] behavioralmedicine
[1] publichealth
[1] health
[1] research
[1] academictwitter

Top Hashtags in Tweet in G5:
[116] sdoh
[17] healthcare
[14] healthequity
[10] healthdisparities
[10] covid19
[7] populationhealth
[7] publichealth
[6] medicaid
[6] socialdeterminantsofhealth
[4] behavioralhealth

Top Hashtags in Tweet in G6:
[43] sdoh
[10] digitalhealth
[9] covid19
[7] healthcare
[6] hcldr
[6] hitsm
[5] fhir
[5] ces2021
[4] healthcitizenship
[4] publichealth

Top Hashtags in Tweet in G7:
[43] sdoh
[14] socialcare
[11] healthequity
[9] healthcare
[8] sirenchats
[8] medtwitter
[6] aging
[5] covid19
[4] housing
[3] pi

Top Hashtags in Tweet in G8:
[43] sdoh
[20] hp2030
[8] healthequity
[7] covid19
[7] healthoutcomes
[3] racialequity
[2] datascientists
[2] racialhealing
[2] vaccineswork
[2] trustmatters

Top Hashtags in Tweet in G9:
[67] sdoh
[24] eb148
[24] gpw13
[23] sharedfacts
[19] suicideprevention
[16] universalbasicincome
[13] ubi
[10] cashhoarding
[10] economics
[10] ecosystem

Top Hashtags in Tweet in G10:
[60] sdoh
[6] healthcare
[6] valuebasedcare
[4] healthit
[4] pophealth
[4] medicareadvantage
[3] healthequity
[3] interoperability
[3] pophealthit
[3] covid

Top Words
Top Words in Tweet in Entire Graph:
[982] ðµð
[909] #sdoh
[789] health
[760] ðµ
[703] ðµñ
[564] ðºð
[555] я
[471] bulka_no_sdoh
[444] не
[429] и

Top Words in Tweet in G1:
[144] ðµð
[119] ðµñ
[118] mandarin_sdoh
[115] ðµ
[99] я
[93] в
[91] ðžð
[88] ðºð
[78] и
[78] не

Top Words in Tweet in G2:
[221] picardonhealth
[78] #coronavirus
[70] #covid19
[63] access
[61] conservative
[61] leader
[61] erinotoole
[61] really
[61] saying
[61] criminals

Top Words in Tweet in G3:
[69] health
[48] disparities
[37] 2021
[37] racism
[37] still
[37] root
[37] cause
[37] check
[37] goldensherita
[37] i's

Top Words in Tweet in G4:
[241] database
[123] sdoh
[121] ahrq
[120] valuable
[120] released
[120] today
[120] researchers
[120] links
[120] existing
[120] federal

Top Words in Tweet in G5:
[116] #sdoh
[92] health
[54] social
[42] sdoh
[41] determinants
[29] care
[24] more
[17] #healthcare
[17] data
[15] healthcare

Top Words in Tweet in G6:
[44] sdoh
[43] #sdoh
[30] health
[27] thomasnov
[27] medicaid
[27] onc_healthit
[27] standards
[25] guidance
[25] supporting
[25] technology

Top Words in Tweet in G7:
[43] #sdoh
[31] health
[22] series
[21] social
[21] siren_ucsf
[19] research
[18] elenabyhoff
[18] community
[17] 30
[17] laurentaylor_lt

Top Words in Tweet in G8:
[80] health
[48] social
[43] #sdoh
[41] determinants
[34] people
[32] healthy
[29] healthgov
[28] focus
[23] 2030
[20] learn

Top Words in Tweet in G9:
[67] #sdoh
[51] population
[48] key
[34] social
[30] level
[28] health
[26] determinants
[24] allentien
[24] item
[24] #eb148

Top Words in Tweet in G10:
[60] #sdoh
[32] caresource
[31] health
[18] care
[16] states
[16] address
[15] social
[15] cmsgov
[15] gt
[13] communities

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[241] social,determinants
[215] determinants,health
[151] ðµ,ðµð
[127] ðµð,ðµ
[124] valuable,database
[124] database,released
[124] released,today
[124] today,ahrq
[124] ahrq,researchers
[124] researchers,sdoh

Top Word Pairs in Tweet in G1:
[22] ðµ,ðµð
[20] ðµñ,ðµ
[20] ðžð,ðžð
[19] ðµ,ðµñ
[18] ðµð,ðµ
[18] ðžð,ðž
[17] ðµð,ðµñ
[16] ðµ,ñƒð
[15] ðµñ,ðµð
[15] ðÿð,ðžð

Top Word Pairs in Tweet in G2:
[61] conservative,leader
[61] leader,erinotoole
[61] erinotoole,really
[61] really,saying
[61] saying,criminals
[61] criminals,shouldn
[61] shouldn,early
[61] early,access
[61] access,#coronavirus
[60] picardonhealth,conservative

Top Word Pairs in Tweet in G3:
[44] health,disparities
[37] 2021,racism
[37] racism,still
[37] still,root
[37] root,cause
[37] cause,health
[37] disparities,check
[37] check,goldensherita
[37] goldensherita,i's
[37] i's,commentary

Top Word Pairs in Tweet in G4:
[120] valuable,database
[120] database,released
[120] released,today
[120] today,ahrq
[120] ahrq,researchers
[120] researchers,sdoh
[120] sdoh,database
[120] database,links
[120] links,existing
[120] existing,federal

Top Word Pairs in Tweet in G5:
[41] social,determinants
[37] determinants,health
[8] health,care
[8] health,#sdoh
[8] guidance,state
[7] address,social
[6] #healthequity,#sdoh
[6] cms,issues
[6] issues,guidance
[5] addressing,social

Top Word Pairs in Tweet in G6:
[25] medicaid,guidance
[25] guidance,sdoh
[25] sdoh,supporting
[25] supporting,technology
[25] technology,points
[25] points,onc_healthit
[25] onc_healthit,interoperability
[25] interoperability,standards
[25] standards,advisory
[24] thomasnov,medicaid

Top Word Pairs in Tweet in G7:
[16] research,elenabyhoff
[16] elenabyhoff,milbankfund
[16] milbankfund,try
[16] try,answer
[16] answer,question
[16] question,community
[16] community,based
[16] based,orgs
[16] orgs,eg
[15] social,determinants

Top Word Pairs in Tweet in G8:
[41] social,determinants
[41] determinants,health
[31] healthy,people
[26] healthgov,healthy
[23] people,2030
[20] learn,more
[18] 2030,increased
[18] increased,focus
[18] focus,social
[18] health,learn

Top Word Pairs in Tweet in G9:
[25] social,determinants
[24] key,item
[24] item,#eb148
[24] #eb148,social
[24] determinants,key
[24] key,org
[24] org,initiatives
[24] initiatives,#sdoh
[24] #sdoh,#gpw13
[24] #gpw13,3rd

Top Word Pairs in Tweet in G10:
[12] social,determinants
[10] determinants,health
[10] gt,gt
[9] address,#sdoh
[8] #sdoh,needs
[7] affordable,housing
[7] interesting,headline
[7] headline,women
[7] women,less
[7] less,use

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@artistjanai
@mandarin_sdoh
@yellow_ffs
@frogh_twt
@coconutpepe
@s_sdoh
@tofumikado
@bay_baykrizu
@ultimate_puddle

Top Replied-To in G1:
@mandarin_sdoh
@ultimate_puddle
@alkozhaba
@hochu_feijoa
@apelsin_voskres
@crazy_huezy
@sokdobryy
@artistwithpenci
@ogoyayfloli
@liebiber

Top Replied-To in G2:
@erikaeastferris

Top Replied-To in G3:
@chadcookpt
@soflobasebaldad
@alisadoc1
@ontapphysio
@lisavanhoosept
@bglickstein
@sunsopeningband
@drbryanleyva

Top Replied-To in G4:
@kejoynt

Top Replied-To in G6:
@chrissyfarr
@aodhanc
@stuckonsw
@healthythinker
@wecareaboutmh
@saraketteley
@oireachtasnews
@profsuperjunior
@hitprivacy
@n_brennan

Top Replied-To in G7:
@jes_cerdena
@leorahorwitzmd
@shawnjohnsonbos

Top Replied-To in G8:
@nacchoalerts
@lphiorg
@forbesscience

Top Replied-To in G9:
@ahrqnews
@derekgriffin86

Top Replied-To in G10:
@cmsgov
@soumya_goblue
@mattsakumoto

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@kentonjjohnston
@erinotoole
@drchellemd
@goldensherita
@bulka_no_sdoh
@healthgov
@frogh_twt
@ananya_tb

Top Mentioned in G1:
@dualitylyrics
@mandarin_sdoh
@hochu_feijoa
@liebiber
@cupcupcupoftea
@anzuro_
@ultimate_puddle
@smpupdate
@technothepig
@mmlyricbot

Top Mentioned in G2:
@picardonhealth
@erinotoole
@nickjboisvert
@epdevilla
@saramoj
@byjameskeller
@drnunezsmith
@torontostar
@globeandmail

Top Mentioned in G3:
@goldensherita
@drchellemd
@epflcswccm
@judgewren
@divadocsbos
@minorityhealth
@robincogan
@rwjbarnabas

Top Mentioned in G4:
@kentonjjohnston
@php_sophe
@behavioral_med
@rhrgateway
@deanpnhalkitis
@kristendkrause
@tandfmedicine
@usnews
@hannahptruong
@alinaluke

Top Mentioned in G5:
@paul_irving1
@sdlcpartners
@7gtech

Top Mentioned in G6:
@thomasnov
@onc_healthit
@thegravityproj
@sarcandes
@healthythinker
@carolinejbald
@egallego
@northwellhealth
@aodhanc
@schoolnurses

Top Mentioned in G7:
@siren_ucsf
@elenabyhoff
@laurentaylor_lt
@milbankfund
@nu_nceas
@kellymdoran
@rwjf
@giaging
@pophealthnyc
@actuallydrj

Top Mentioned in G8:
@healthgov
@healthyamerica1
@sophetweets
@repbarragan
@renatasnyc
@cdcgov
@hhsgov
@jcdhtweets
@hlthequityinit
@phenxtoolkit

Top Mentioned in G9:
@who
@allentien
@kentbuse
@jjaimemiranda
@globalphobserv
@ises_epi
@votepulver
@himmoderator
@conniehoe1
@hpp_

Top Mentioned in G10:
@caresource
@cmsgov
@healthifyus
@mattsakumoto
@julietteprice
@hslavoie
@suefuehrer
@hmaconsultants
@metrohealthcle
@nemours

Top Tweeters
Top Tweeters in Entire Graph:
@thehugfairy
@edinburghwatch
@evankirstel
@chuddles11
@thehill
@b1e56df9ce6549f
@1loriking
@reagancbrown
@sallyrmelb
@guardian

Top Tweeters in G1:
@thebiggrib
@asgardskaya
@lesh_ik
@damn_mccoy
@fellvein
@piggytechnobarb
@markassus
@dolph_paw
@teal00f
@zobieez

Top Tweeters in G2:
@chuddles11
@1loriking
@globeandmail
@viralvideovlogs
@meeksvs
@gadflyquebec
@lambert_pp
@hopealdridge
@kchernecky
@demrn1974

Top Tweeters in G3:
@o_g_log
@pkanagaratnam
@jerry_durhampt
@kyblueblood
@sassistheword
@karenzgoda
@robincogan
@ryanmarino
@sheologian
@mromara30

Top Tweeters in G4:
@usnews
@mswz
@pratherlab
@zoelightly
@yfeyman
@mayrenaisamar
@aaron_guest
@rebeccastob
@liv_jackson4
@mmteacherdoc

Top Tweeters in G5:
@zeolyne_
@mazenz_com
@uniquelygillian
@dheysrios
@chriscol22nd
@amberowens18
@brad_justus
@7gtech
@lmarieasad
@astutecitizen

Top Tweeters in G6:
@evankirstel
@ml_tweet_bot
@wsj
@phillyinquirer
@nickisnpdx
@stuckonsw
@dougonipcomm
@fluttbot
@madeinbedlam
@rasushrestha

Top Tweeters in G7:
@monitor_ph
@doritmi
@swmstn2
@prof_goldberg
@thartman2u
@craig_schaffer
@kathykastner
@bjdickmayhew
@eschattner
@health_affairs

Top Tweeters in G8:
@business
@people
@instyle
@drnurseprof
@espn
@healthyamerica1
@medium
@nacchoalerts
@bustarhymes
@dodsonadvocate

Top Tweeters in G9:
@allentien
@carstarr6
@andrea_pmm
@txpts777
@djinsom
@himmoderator
@mentalhealthbo5
@abokazhanova
@who
@cynmoto

Top Tweeters in G10:
@medical_xpress
@iamritu
@healthitnews
@dbjnews
@coherencemed
@bicmay
@soumya_goblue
@geneia
@cmsgov
@hslavoie


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