sdoh, Twitter, 9/26/2021 7:43:02 AM, 262876


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sdoh_2021-09-25_22-52-16.xlsx
sdoh_2021-09-25_22-52-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
sdoh via NodeXL https://bit.ly/3i8PmFX
@picardonhealth
@epflcswccm
@3dcommission
@brianrahmer
@healthbegins
@globalhealthbot
@greggmastersmph
@abnermason
@rasanathan
@artificialbra1n

Top hashtags:
#sdoh
#healthequity
#covid19
#data
#ai
#healthcare
#poverty
#health

Description:
Description
The graph represents a network of 2,719 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, 26 September 2021 at 05:56 UTC.

The requested start date was Sunday, 26 September 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 12-day, 10-hour, 30-minute period from Sunday, 12 September 2021 at 00:43 UTC to Friday, 24 September 2021 at 11:13 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 : 2719
Unique Edges : 2399
Edges With Duplicates : 4994
Total Edges : 7393
Number of Edge Types : 5
Retweet : 1894
MentionsInRetweet : 2927
Tweet : 817
Replies to : 327
Mentions : 1428
Self-Loops : 832
Reciprocated Vertex Pair Ratio : 0.0673618940248027
Reciprocated Edge Ratio : 0.126221283337734
Connected Components : 353
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 1522
Maximum Edges in a Connected Component : 4777
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.369406
Graph Density : 0.000512432475147634
Modularity : 0.491083
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,719 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, 26 September 2021 at 05:56 UTC.

The requested start date was Sunday, 26 September 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 12-day, 10-hour, 30-minute period from Sunday, 12 September 2021 at 00:43 UTC to Friday, 24 September 2021 at 11:13 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:
[153] https://healthitanalytics.com/
[115] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[20] https://www.hhs.gov/live/live-1/index.html#13325
[16] https://www.theglobeandmail.com/opinion/article-what-if-childcare-was-a-dads-issue-too/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[15] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[11] https://chasecanada.org/wp-content/uploads/2021/02/Transit-Factsheet-Eng-Formatted.pdf
[10] https://3dcommission.health/report
[10] https://www.croakey.org/covid-in-wilcannia-a-national-disgrace-we-all-saw-coming/
[10] https://www.theglobeandmail.com/canada/british-columbia/article-june-heat-wave-in-bc-was-deadliest-weather-event-in-canadian-history/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[9] https://3dcommission.health/events/unga-final-report-launch

Top URLs in Tweet in G1:
[16] https://www.theglobeandmail.com/opinion/article-what-if-childcare-was-a-dads-issue-too/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[10] https://www.theglobeandmail.com/canada/british-columbia/article-june-heat-wave-in-bc-was-deadliest-weather-event-in-canadian-history/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[4] https://www.cbc.ca/news/canada/british-columbia/high-stakes-in-federal-election-for-b-c-s-10-a-day-child-care-plan-1.6178864?__vfz=medium%3Dsharebar
[3] https://www.lapresse.ca/actualites/chroniques/2021-09-12/la-presse-en-ontario/de-l-eau-potable-enfin.php
[3] https://www.lapresse.ca/actualites/chroniques/2021-09-13/une-realite-imbuvable.php
[3] https://healthblawg.com/2020/05/konstantin-pophealth-axispointhealth.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.thestar.com/opinion/commentary/2014/12/27/aboriginal_question_the_most_important_moral_issue_in_canada.html
[2] https://www.theglobeandmail.com/opinion/article-all-parties-should-commit-to-lifting-people-with-disabilities-out-of/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.nytimes.com/2021/09/17/opinion/climate-change-environment.html?smid=tw-share
[1] https://ipolitics.ca/2021/09/19/disability-benefits-need-overhaul-to-break-the-cycle-of-poverty/

Top URLs in Tweet in G2:
[10] https://3dcommission.health/report
[9] https://3dcommission.health/events/unga-final-report-launch
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902085-7%2Ffulltext&rc=0
[4] https://3dcommission.health/events/zlrb691tbpkyaq9xmxxx29yu7ipsda
[3] https://3dcommission.health/news-events
[2] https://3dcommission.health/events/h1gps56fu6k6qbmme5dac29solmt3c
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DqJdtRizNvfI&q=EgS4SO-bGOeWwIoGIhC6fpS0U-HgssGQLNxVJNGUMgFy
[1] https://3dcommission.health/events/3-d-conversation-professor-sir-michael-marmot
[1] https://3dcommission.health/news/3-d-commissions-the-journal-of-urban-health-supplement-published
[1] https://link.springer.com/epdf/10.1007/s11524-021-00555-w?sharing_token=ZGioRGDA5hWP811ar5yPQPe4RwlQNchNByi7wbcMAY73uR60lYLDmtI7lpumuHPjCfZ1QGxqQJCSWvC_WxtEMt1tNXHTVQEfd1v9OVFbIXRubrA6aHqdac1xzMF6b0syaOY1DATY4hZHdeNtx0nVW7IfnC6MsWBSUcaTd7yeckc%3D

Top URLs in Tweet in G3:
[4] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[3] https://www.chilmarkresearch.com/sdoh-patient-data/
[3] https://ehrintelligence.com/news/directtrust-launches-consensus-body-for-sdoh-data-exchange-interoperability
[3] https://www.justice.gov/usao-sdoh/pr/former-air-force-contractor-sentenced-prison-illegally-taking-2500-pages-classified
[3] https://medcitynews.com/2021/09/unite-us-acquires-nowpow-to-bulk-up-sdoh-screenings-referrals-platform/
[2] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator
[2] https://www.justice.gov/usao-sdoh/pr/ohio-man-who-pretended-be-missing-illinois-boy-sentenced-prison
[2] https://shop.icd10monitor.com/2022-sdoh-new-icd-10-cm-z-codes-p/ai091521.htm?utm_campaign=coschedule&utm_source=twitter&utm_medium=ICD10monitor
[2] https://docs.google.com/forms/d/e/1FAIpQLSdJ4gzL1q3gTIDg1CXa477k2TO6GkpQg35d36BMYf-vqtN7ig/viewform
[2] https://twitter.com/acweyand/status/1438162725956431873

Top URLs in Tweet in G4:
[2] https://m.vk.com/crilf
[1] https://twitter.com/vbiior/status/1439270241322864644
[1] https://twitter.com/reuters/status/1440337572647956494
[1] https://twitter.com/Iifegoesblue/status/1439849170022637572
[1] https://earthwindandfire.lnk.to/listen
[1] https://twitter.com/wuj_bogdan/status/1435259314210476037
[1] https://twitter.com/lentaruofficial/status/1438498667778822151
[1] https://twitter.com/PoliticsForAlI/status/1436708908219969541

Top URLs in Tweet in G5:
[6] https://www.chcs.org/medicaid-and-health-related-social-needs-four-insights-over-four-years/
[2] https://nam.edu/an-equity-agenda-for-the-field-of-health-care-quality-improvement
[2] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator
[2] https://healthbegins.org/about/#jobs
[2] https://nam.edu/an-equity-agenda-for-the-field-of-health-care-quality-improvement/
[1] https://twitter.com/RWJF/status/1436035680254275588
[1] https://m.youtube.com/watch?v=xSoRdyb769g&feature=youtu.be

[1] https://www.politico.com/news/magazine/2021/09/12/its-time-to-dismantle-americas-residential-caste-system-511150
[1] https://www.kff.org/?p=531874
[1] https://www.washingtonpost.com/climate-environment/2021/09/04/climate-disaster-hurricane-ida/

Top URLs in Tweet in G6:
[10] https://www.croakey.org/covid-in-wilcannia-a-national-disgrace-we-all-saw-coming/
[6] https://www.croakey.org/back-to-school-plans-must-address-issues-of-educational-inequity-say-experts/
[4] https://probonoaustralia.com.au/news/2021/09/global-citizens-advocacy-given-green-light-by-tribunal/
[2] https://3dcommission.health/events/3-d-conversation-professor-sir-michael-marmot
[1] https://www.croakey.org/build-back-better-and-here-are-some-ways-how/
[1] https://twitter.com/MelissaSweetDr/status/1438308857458008064
[1] https://nwmphn.cmail19.com/t/ViewEmail/t/9F9702241088871E2540EF23F30FEDED/7D8131AE85F4455E25D77A725F39070E
[1] https://www.croakey.org/national-plan-needed-to-address-family-violence-against-aboriginal-and-torres-strait-islander-people/
[1] https://ehealthinitiative.zoom.us/webinar/register/4616321718849/WN_Ix_WVooBSsi6PFolIwM1xg
[1] https://twitter.com/erikalougheed/status/1436840485327417345

Top URLs in Tweet in G7:
[149] https://healthitanalytics.com/
[112] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[4] https://hukum.blog/ext/57/https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[2] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes?eid=CXTEL000000347627&elqCampaignId=21340&utm_source=nl&utm_medium=email&utm_campaign=newsletter&elqTrackId=3df3e8b19bbf4eccbb9df670a29acd65&elq=e997cde57b47456eb91711574d4a067b&elqaid=22230&elqat=1&elqCampaignId=21340
[1] https://www.ahip.org/agenda_item/increase-member-engagement-and-roi-for-hard-to-reach-communities/?utm_campaign=2021%20AHIP%20National%20Policy%20Conference&utm_content=179677546&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186
[1] https://register.gotowebinar.com/register/564214809363061262?utm_campaign=How%20to%20Navigate%20SDoH%20Impacts&utm_content=179676944&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186
[1] https://www.healthleadersmedia.com/clinical-care/unitedhealthcare-boosts-efforts-address-social-determinants-health?utm_campaign=Industry%20News&utm_content=179148845&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186
[1] https://register.gotowebinar.com/register/564214809363061262?utm_campaign=How%20to%20Navigate%20SDoH%20Impacts&utm_content=179677061&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186
[1] https://www.mobihealthnews.com/news/address-health-inequities-upstream-can-curb-later-health-disparities?utm_campaign=Industry%20News&utm_content=179150926&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186
[1] https://carrothealth.com/advancing-health-equity/?utm_campaign=Carrot%20Health%20blog%20post&utm_content=180093594&utm_medium=social&utm_source=twitter&hss_channel=tw-3062803186

Top URLs in Tweet in G8:
[9] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[4] https://www.pacesconnection.com/login!login/action/checkAuth/redirect/https%3A%2F%2Fwww.pacesconnection.com%2Fblog%2Ffood-insecurity-trauma-and-poor-health-outcomes
[3] https://journals.lww.com/professionalcasemanagementjournal/Abstract/2021/09000/The_Social_Determinants_of_Mental_Health_.2.aspx
[1] https://www.linkedin.com/slink?code=dyuXtGYv
[1] https://www.linkedin.com/slink?code=dSxcNAu
[1] https://healthitanalytics.com/news/sdoh-related-stress-can-lead-to-increased-risk-of-heart-disease
[1] https://aligningforhealth.org/aligning-for-health-submits-comments-to-the-congressional-sdoh-caucus-rfi/
[1] https://aligningforhealth.org/social-determinants-updates-september-17-2021/
[1] https://www.politico.com/news/2021/09/16/food-medicine-covid-health-care-511169
[1] https://www.disabilityscoop.com/2021/09/17/clinics-prescription-for-healthier-patients-lawyers/29488/

Top URLs in Tweet in G9:
[3] https://healthitanalytics.com/
[2] https://www.ahrq.gov/sdoh/data-analytics/sdoh-tech-poverty.html
[2] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[2] https://twitter.com/ushamcfarling/status/1440989426402803715
[1] https://twitter.com/maxgoldsmith6/status/1440043509948420107
[1] https://twitter.com/ProfRGWilkinson/status/1440432460206993415
[1] https://dy.si/1Kkdu4
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-021-00943-x%2Findex.html
[1] https://twitter.com/LexisHealthCare/status/1439976141809496067
[1] https://twitter.com/abnermason/status/1441089624693088260

Top URLs in Tweet in G10:
[3] https://live.remo.co/e/medcity-invest-digital-health-ne/register
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/07/most-americans-want-to-share-and-access-more-digital-health-data
[3] https://www.prnewswire.com/news-releases/unite-us-acquires-nowpow-to-address-health-and-social-needs-nationwide-301381577.html
[2] https://healthitanalytics.com/news/using-big-data-to-enhance-population-health-management
[2] https://medcitynews.com/2021/09/unite-us-acquires-nowpow-to-bulk-up-sdoh-screenings-referrals-platform/
[2] https://www.healthleadersmedia.com/clinical-care/yale-new-haven-health-system-honored-quality-improvement
[2] https://www.nyu.edu/about/news-publications/news/2021/july/machine-learning-for-cardiovascular-disease-improves-when-social.html
[2] https://healthsystemcio.com/2021/09/10/can-social-determinants-predict-your-patients-future/
[1] https://www.mobihealthnews.com/news/deloittes-gebreyes-health-equity-moral-imperative-requires-business-solution
[1] https://www.sociallydetermined.com/blog/2021/4/29/employer-sdoh-social-determinants

Top Domains
Top Domains in Tweet in Entire Graph:
[286] healthitanalytics.com
[175] twitter.com
[85] justice.gov
[35] 3dcommission.health
[30] theglobeandmail.com
[26] patientengagementhit.com
[21] linkedin.com
[21] hhs.gov
[18] croakey.org
[13] healthcareitnews.com

Top Domains in Tweet in G1:
[29] theglobeandmail.com
[6] lapresse.ca
[5] cbc.ca
[3] nytimes.com
[3] healthblawg.com
[2] thestar.com
[1] ipolitics.ca
[1] theatlantic.com
[1] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G2:
[33] 3dcommission.health
[8] twitter.com
[8] elsevierhealth.com
[5] springer.com
[5] google.com
[1] squarespace.com
[1] dropbox.com
[1] wiley.com
[1] sciencedirect.com
[1] nationalacademies.org

Top Domains in Tweet in G3:
[24] twitter.com
[11] linkedin.com
[9] healthitanalytics.com
[8] ehrintelligence.com
[6] patientengagementhit.com
[6] justice.gov
[5] medcitynews.com
[4] healthcareitnews.com
[3] icd10monitor.com
[3] chilmarkresearch.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] vk.com
[1] lnk.to

Top Domains in Tweet in G5:
[6] chcs.org
[5] nam.edu
[3] healthcareitnews.com
[2] twitter.com
[2] youtube.com
[2] healthbegins.org
[2] washingtonpost.com
[2] pallet.xyz
[1] politico.com
[1] kff.org

Top Domains in Tweet in G6:
[18] croakey.org
[15] twitter.com
[4] com.au
[2] 3dcommission.health
[1] cmail19.com
[1] zoom.us
[1] mobihealthnews.com
[1] org.au

Top Domains in Tweet in G7:
[267] healthitanalytics.com
[4] hukum.blog
[3] healthleadersmedia.com
[2] gotowebinar.com
[2] patientengagementhit.com
[2] hitconsultant.net
[1] ahip.org
[1] mobihealthnews.com
[1] carrothealth.com
[1] foxnews.com

Top Domains in Tweet in G8:
[10] twitter.com
[9] patientengagementhit.com
[4] pacesconnection.com
[4] risehealth.org
[3] lww.com
[2] linkedin.com
[2] aligningforhealth.org
[1] healthitanalytics.com
[1] politico.com
[1] disabilityscoop.com

Top Domains in Tweet in G9:
[13] twitter.com
[5] healthitanalytics.com
[2] ahrq.gov
[2] fiercehealthcare.com
[1] dy.si
[1] nature.com
[1] mobihealthnews.com
[1] wordpress.com
[1] healthaffairs.org
[1] upenn.edu

Top Domains in Tweet in G10:
[3] healthitanalytics.com
[3] healthsystemcio.com
[3] medcitynews.com
[3] remo.co
[3] pewtrusts.org
[3] prnewswire.com
[2] mobihealthnews.com
[2] healthaffairs.org
[2] uniteus.com
[2] healthleadersmedia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1101] sdoh
[181] healthequity
[111] covid19
[101] data
[88] ai
[86] healthcare
[78] poverty
[68] health
[66] healthpromotion
[65] unga76



Top Hashtags in Tweet in G1:
[66] poverty
[36] sdoh
[24] cdnpoli
[20] childcare
[20] disability
[17] covid19
[16] basicincome
[3] inclusion
[3] climatechange
[3] indigenous

Top Hashtags in Tweet in G2:
[163] sdoh
[67] data
[64] unga76
[57] 3dreport
[54] turnprinciplestoaction
[33] health
[28] policymaking
[12] 3dconversations
[11] policies
[10] covid19

Top Hashtags in Tweet in G3:
[92] sdoh
[15] healthcare
[11] healthequity
[6] equity
[5] publichealth
[4] ai
[4] sentenced
[4] data
[4] covid19
[3] technology

Top Hashtags in Tweet in G4:
[16] genshinimpact
[9] 原神
[4] repostday
[3] evangelion
[2] mapleshade
[2] undertale
[2] deltarune
[2] gorillaz
[2] 駒形友梨
[2] batmanday

Top Hashtags in Tweet in G5:
[44] sdoh
[21] structuralracism
[12] healthequity
[9] upstream
[9] medicaid
[7] namperspectives
[6] heathequity
[6] buildingtrust
[5] webinar
[5] systemicracism

Top Hashtags in Tweet in G6:
[60] sdoh
[19] publichealth
[14] healthpromotion
[13] healthequity
[8] climate
[8] globalhealth
[8] mentalhealth
[8] sustainability
[7] covid19
[7] yhfsummit

Top Hashtags in Tweet in G7:
[71] ai
[55] artificialintelligence
[35] sdoh
[20] machinelearning
[19] data
[14] healthcare
[12] healthit
[10] datascience
[10] bigdata
[10] healthtech

Top Hashtags in Tweet in G8:
[37] sdoh
[6] sdomh
[4] socialdeterminantsofhealth
[3] health
[3] medicaid
[3] covid19
[2] populationhealth
[2] poverty
[2] nashpconf21
[2] climatechange

Top Hashtags in Tweet in G9:
[32] sdoh
[23] hcldr
[8] mentalhealth
[7] healthequity
[7] telehealth
[5] covid19
[5] pophealth
[4] medicaid
[3] publichealth
[3] wellbeing

Top Hashtags in Tweet in G10:
[40] sdoh
[7] healthequity
[5] bigdata
[5] healthcare
[4] digitalhealth
[3] homehealth
[3] has21
[3] focusedpractice
[3] primarycare
[2] hitsm

Top Words
Top Words in Tweet in Entire Graph:
[1100] #sdoh
[773] health
[553] sdoh
[407] data
[347] social
[324] outcomes
[294] more
[271] using
[245] determinants
[232] enhance

Top Words in Tweet in G1:
[195] picardonhealth
[72] first
[66] #poverty
[61] parties
[55] day
[52] shoal
[52] lake
[52] 40
[52] ontario
[49] fought

Top Words in Tweet in G2:
[224] 3dcommission
[162] #sdoh
[115] report
[105] health
[87] launch
[67] join
[67] #data
[65] data
[64] #unga76
[62] sandrogalea

Top Words in Tweet in G3:
[92] #sdoh
[81] health
[71] sdoh
[40] social
[31] determinants
[29] more
[25] data
[20] learn
[17] care
[15] #healthcare

Top Words in Tweet in G4:
[69] и
[58] я
[56] в
[38] mandarin_sdoh
[31] на
[30] у
[29] ultimate_puddle
[28] не
[28] что
[24] с

Top Words in Tweet in G5:
[46] healthbegins
[44] #sdoh
[34] health
[25] extreme
[23] care
[23] discrimination
[23] weather
[22] communities
[21] due
[21] decades

Top Words in Tweet in G6:
[60] #sdoh
[36] melissasweetdr
[31] health
[20] need
[19] national
[19] #publichealth
[18] determinants
[17] silkelefay
[16] first
[16] covid

Top Words in Tweet in G7:
[225] outcomes
[220] sdoh
[219] enhance
[215] data
[211] using
[205] artificial
[205] intelligence
[102] more
[98] read
[92] iainljbrown

Top Words in Tweet in G8:
[37] #sdoh
[27] health
[21] sdoh
[18] epflcswccm
[14] judgewren
[14] social
[13] data
[12] justice
[11] determinants
[10] populations

Top Words in Tweet in G9:
[32] #sdoh
[30] sdoh
[28] health
[24] abnermason
[23] #hcldr
[16] time
[15] data
[12] being
[11] more
[11] determinants

Top Words in Tweet in G10:
[40] #sdoh
[30] health
[16] unite
[16] social
[14] uniteushq
[13] _nowpow_
[11] digital
[9] looking
[8] improve
[8] leaders

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[231] sdoh,data
[215] data,enhance
[211] artificial,intelligence
[207] social,determinants
[207] using,sdoh
[203] enhance,artificial
[203] intelligence,outcomes
[170] determinants,health
[108] read,more
[99] outcomes,read

Top Word Pairs in Tweet in G1:
[52] shoal,lake
[52] lake,40
[49] fought,hard
[49] hard,day
[49] day,shoal
[49] 40,first
[49] first,nation
[49] nation,community
[49] community,manitoba
[49] manitoba,ontario

Top Word Pairs in Tweet in G2:
[49] #sdoh,influence
[48] #data,#sdoh
[39] learn,regional
[38] decision,making
[37] regional,experts
[37] principles,recommendations
[37] 3dcommission,#unga76
[34] #unga76,launch
[32] launch,#3dreport
[30] #turnprinciplestoaction,launch

Top Word Pairs in Tweet in G3:
[31] social,determinants
[27] determinants,health
[14] sdoh,data
[13] learn,more
[7] health,sdoh
[6] health,outcomes
[6] covid,19
[6] sdoh,related
[6] related,stress
[6] stress,lead

Top Word Pairs in Tweet in G4:
[14] у,нас
[10] у,меня
[9] #genshinimpact,#原神
[7] knife,fight
[6] и,я
[6] никто,не
[5] я,не
[4] fight,gonna
[4] gonna,fight
[4] потому,что

Top Word Pairs in Tweet in G5:
[21] due,decades
[21] decades,#structuralracism
[21] #structuralracism,discrimination
[21] discrimination,extreme
[21] extreme,weather
[21] weather,impacting
[21] impacting,vulnerable
[21] vulnerable,communities
[20] healthbegins,due
[20] communities,dis

Top Word Pairs in Tweet in G6:
[14] leilanidarwin,presenting
[14] presenting,holistic
[14] holistic,definition
[14] definition,australian
[14] australian,first
[14] first,nations
[14] nations,lived
[14] lived,experience
[14] experience,need
[14] need,broad

Top Word Pairs in Tweet in G7:
[207] data,enhance
[205] artificial,intelligence
[203] sdoh,data
[201] using,sdoh
[197] enhance,artificial
[197] intelligence,outcomes
[95] outcomes,read
[95] read,more
[92] iainljbrown,using
[34] #artificialintelligence,#ai

Top Word Pairs in Tweet in G8:
[11] social,determinants
[9] data,justice
[9] justice,involved
[9] involved,populations
[9] populations,targets
[9] targets,sdoh
[9] sdoh,cuts
[9] cuts,recidivism
[9] determinants,health
[7] #sdoh,epflcswccm

Top Word Pairs in Tweet in G9:
[9] brendalammi,ctzen_improver
[8] studying,time
[8] time,sdoh
[8] sdoh,unsurprisingly
[8] unsurprisingly,made
[8] made,less
[8] less,tolerant
[8] tolerant,time
[8] time,being
[8] being,wasted

Top Word Pairs in Tweet in G10:
[8] social,determinants
[7] determinants,health
[6] improve,population
[6] population,health
[6] health,management
[6] management,especially
[6] especially,looking
[6] looking,understanding
[6] understanding,#sdoh
[6] #sdoh,impacts

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@mandarin_sdoh
@ultimate_puddle
@artistjanai
@cheesero11
@just_life_ji
@inon2re
@hhs_innovates
@grespacel
@bay_baykrizu

Top Replied-To in G1:
@chrissyfarr

Top Replied-To in G2:
@3dcommission

Top Replied-To in G4:
@mandarin_sdoh
@ultimate_puddle
@inon2re
@grespacel
@crazy_huezy
@tinvafla
@nmerdush
@hurma_kakaya_to
@liyusss
@grayson_fin

Top Replied-To in G6:
@tricmc
@drjanemunro

Top Replied-To in G7:
@iainljbrown

Top Replied-To in G8:
@rosehorowitz31
@epflcswccm

Top Replied-To in G9:
@greggmastersmph
@abnermason
@mckinsey
@health_affairs
@jamesian
@drantonbizzell
@kevinault
@scottyweitzman
@penn
@crabb_vicki

Top Replied-To in G10:
@socdetermined

Top Mentioned
Top Mentioned in Entire Graph:
@3dcommission
@picardonhealth
@sdohnews
@iainljbrown
@sandrogalea
@hhs_innovates
@brianrahmer
@healthbegins
@silkelefay
@melissasweetdr

Top Mentioned in G1:
@picardonhealth
@globedebate
@lizrenzetti
@fabulavancouver
@cbctanya
@nytopinion
@ihachey
@rimaelkouri
@cbcnew
@disability_wp

Top Mentioned in G2:
@3dcommission
@sandrogalea
@busph
@equitylist
@ambuko
@rockefellerfdn
@springeropen
@spidermaani
@blessingmberu
@aphrc

Top Mentioned in G3:
@drharrythomas
@benestarsl
@ellenbmcguffie
@judsontelemed

Top Mentioned in G4:
@ga_lyricbot
@crazy_huezy
@crilftrup
@wuj_bogdan
@mikaprikamskaya
@princecanary
@moinshatu
@maja42106905
@smiles_bunny
@lesh_ik

Top Mentioned in G5:
@healthbegins
@chcshealth
@thenamedicine
@theihi
@kedarmate
@commonwealthfnd
@civichealth_all
@ammahstarr
@camarajones
@onboardhealth

Top Mentioned in G6:
@melissasweetdr
@silkelefay
@leilanidarwin
@myfmaple
@wepublichealth
@michaelmarmot
@bronwyncarlson
@baumfran
@karengaunson
@drjackismall

Top Mentioned in G7:
@iainljbrown
@dataworkout
@trendingnews_7
@machinelearntec
@marcusborba
@wefutureai
@hitanalytics
@rumichunara
@northwellhealth
@nyupublichealth

Top Mentioned in G8:
@epflcswccm
@judgewren
@mdsantopietro
@brianrahmer
@pacesconnection
@pkanagaratnam
@ubssw
@risehlth
@doctor_david
@pacescanada1

Top Mentioned in G9:
@abnermason
@brendalammi
@ctzen_improver
@arrianna_planey
@greggmastersmph
@youplusai
@centreinfection
@consejosano_us
@natarpr
@ananya_tb

Top Mentioned in G10:
@uniteushq
@_nowpow_
@socdetermined
@usccrgov
@medcitynews
@bradcrotty
@chenmed
@healthcatalyst
@rachel_nowpow
@stacylindau

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@evankirstel
@rosenchild
@chuddles11
@cybersecurityn8
@viralvideovlogs
@b1e56df9ce6549f

Top Tweeters in G1:
@chuddles11
@debeauxos1
@globeandmail
@hopealdridge
@jdignum
@datachick
@aureliacotta
@tressiemcphd
@fagankara
@jane__eden

Top Tweeters in G2:
@patstagepage
@jranck
@portefeuillefun
@duane_wayne
@globalphobserv
@equityhealthdev
@ghia1212
@alisonkmcc
@cofheq
@avhernandezdiaz

Top Tweeters in G3:
@spanishcountry
@danwibg
@ajblackston
@prison_health
@meloniasherban
@t30p
@albertan48
@tntmoline2011
@sarang143u
@lillygrillzit

Top Tweeters in G4:
@lesh_ik
@gromfrights
@aiibedo
@tinvafla
@hasharakl
@serovolkislife
@realsetitoff
@thisburie
@lululablette
@shiabelen

Top Tweeters in G5:
@slate
@sandykalano
@bostonglobe
@ajenglish
@guardianus
@rayperez88
@dorcassssss
@mlgoley
@clanghoff1
@regieford1

Top Tweeters in G6:
@wgarnews
@melissasweetdr
@zippydazipster
@mariecolemanao
@fatherbob
@erika_borkoles
@coopesdetat
@globalhealthbot
@wepublichealth
@conversationedu

Top Tweeters in G7:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@artificialbra1n
@ipythonistabot
@morolswediu
@hubofml
@djangobot_
@fabriciosx

Top Tweeters in G8:
@pkanagaratnam
@harassnomore
@kmov
@kyblueblood
@marcalevin
@doctor_david
@theoceanlawyers
@bethfratesmd
@bonillal1
@stuckonsw

Top Tweeters in G9:
@viralvideovlogs
@pfanderson
@rwang0
@drferdowsi
@mentalhealthbo5
@developerbot_v1
@dn_charles
@arrianna_planey
@joebabaian
@mentalhretweet

Top Tweeters in G10:
@chidambara09
@evankirstel
@medicalquack
@irmaraste
@healthpolicybot
@gabls
@techguy
@mayoclinic
@boltyboy
@pewtrusts


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