sdoh, Twitter, 9/19/2021 6:52:37 AM, 262389


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sdoh_2021-09-18_22-52-16.xlsx
sdoh_2021-09-18_22-52-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
sdoh via NodeXL https://bit.ly/3lHTfmx
@picardonhealth
@globalhealthbot
@healthbegins
@epflcswccm
@washingtonpost
@3dcommission
@brianrahmer
@abnermason
@bonillal1
@melissasweetdr

Top hashtags:
#sdoh
#healthequity
#covid19
#poverty
#healthpromotion
#healthcare

Description:
Description
The graph represents a network of 2,327 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, 19 September 2021 at 05:56 UTC.

The requested start date was Sunday, 19 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, 58-minute period from Sunday, 05 September 2021 at 00:01 UTC to Friday, 17 September 2021 at 10:59 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 : 2327
Unique Edges : 1714
Edges With Duplicates : 4441
Total Edges : 6155
Number of Edge Types : 5
Retweet : 1705
MentionsInRetweet : 2329
Replies to : 323
Mentions : 974
Tweet : 824
Self-Loops : 847
Reciprocated Vertex Pair Ratio : 0.0645518258945039
Reciprocated Edge Ratio : 0.121275121275121
Connected Components : 346
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 1209
Maximum Edges in a Connected Component : 3560
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.58197
Graph Density : 0.000533200113365069
Modularity : 0.458471
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,327 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, 19 September 2021 at 05:56 UTC.

The requested start date was Sunday, 19 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, 58-minute period from Sunday, 05 September 2021 at 00:01 UTC to Friday, 17 September 2021 at 10:59 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:
[123] https://healthitanalytics.com/
[77] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[15] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[10] https://www.dailyposter.com/the-labor-day-graph-that-says-it-all/
[9] https://patientengagementhit.com/news/sdoh-temper-value-of-financial-incentives-on-preventive-care
[9] https://www.ilo.org/global/research/global-reports/world-social-security-report/2020-22/lang--en/index.htm
[8] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator
[8] https://3dcommission.health/events/unga-final-report-launch
[8] https://www.croakey.org/
[7] https://chasecanada.org/wp-content/uploads/2021/02/Transit-Factsheet-Eng-Formatted.pdf

Top URLs in Tweet in G1:
[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
[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.dailyposter.com/the-labor-day-graph-that-says-it-all/
[1] https://www.theglobeandmail.com/canada/article-fought-hard-for-this-day-decades-old-water-advisory-lifted-for-shoal/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://twitter.com/drjamesdinic/status/1154337958385917952
[1] https://www.sciencedirect.com/science/article/pii/S1054139X20306583
[1] https://www.thestar.com/politics/federal-election/2021/09/06/essential-workers-kept-canada-going-during-covid-19-whats-on-offer-for-them-in-the-federal-election.html
[1] https://www.cbc.ca/radio/thecurrent/the-current-for-sept-6-2021-1.6163980/prescribing-nature-research-suggests-the-outdoors-are-good-for-your-mental-health-1.6163985?__vfz=medium%3Dsharebar

Top URLs in Tweet in G2:
[8] https://www.croakey.org/
[7] https://www.croakey.org/back-to-school-plans-must-address-issues-of-educational-inequity-say-experts/
[2] https://3dcommission.health/events/3-d-conversation-professor-sir-michael-marmot
[2] https://www.croakey.org/a-croakey-challenge-send-us-your-best-ideas-for-covid-health-equity-memes/
[1] https://twitter.com/celinegounder/status/1438228381238181888
[1] https://twitter.com/CCHYale/status/1435286751208148999
[1] https://www.croakey.org/build-back-better-and-here-are-some-ways-how/
[1] https://twitter.com/simonahac/status/1434283194266763264
[1] https://www.theguardian.com/global-development/2021/sep/06/their-future-could-be-destroyed-the-global-struggle-for-schooling-after-covid-closures?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/global-development/2021/sep/06/lost-generation-education-in-quarter-of-countries-at-risk-of-collapse-study-warns?CMP=Share_iOSApp_Other

Top URLs in Tweet in G3:
[5] https://healthitanalytics.com/
[5] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator?utm_source=dlvr.it&utm_medium=twitter
[3] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[3] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator
[3] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[3] https://shop.icd10monitor.com/2022-sdoh-new-icd-10-cm-z-codes-p/ai091521.htm?utm_campaign=coschedule&utm_source=twitter&utm_medium=ICD10monitor
[3] https://forms.gle/CqgoJ3u47gQARe5n7?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.bostonglobe.com/2021/09/06/opinion/life-expectancy-depends-where-you-call-home/
[2] https://patientengagementhit.com/news/how-do-healthcare-workers-face-social-determinants-of-health
[2] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=22o2QWEHGfw

[2] https://www.youtube.com/watch?v=22o2QWEHGfw&feature=youtu.be

[2] https://www.youtube.com/watch?v=0XhD7rvCSlo

[2] https://www.youtube.com/watch?v=RuHVDglHguE&feature=youtu.be

[2] https://www.youtube.com/watch?v=_z48RLWqKHU&feature=youtu.be

[1] https://twitter.com/vishnevayawoman/status/1434231476443299844
[1] https://twitter.com/mandarin_sdoh/status/1436262467915722802
[1] https://twitter.com/Kashlat2/status/1435954625396592644
[1] https://glassanimals.lnk.to/CherryMerch
[1] https://twitter.com/PoliticsForAlI/status/1436708908219969541

Top URLs in Tweet in G5:
[9] https://www.ilo.org/global/research/global-reports/world-social-security-report/2020-22/lang--en/index.htm
[8] https://3dcommission.health/events/unga-final-report-launch
[6] https://patientengagementhit.com/news/sdoh-temper-value-of-financial-incentives-on-preventive-care
[5] https://www.readcube.com/articles/10.1007/s11524-021-00563-w
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11524-021-00562-x
[3] https://3dcommission.health/news-events
[3] https://www.youtube.com/watch?v=qJdtRizNvfI

[2] https://www.instituteofhealthequity.org/in-the-news
[2] https://www.youtube.com/watch?v=oGhSofIRRZI

[2] https://healthitanalytics.com/news/using-big-data-to-enhance-population-health-management

Top URLs in Tweet in G6:
[3] https://www.chcs.org/medicaid-and-health-related-social-needs-four-insights-over-four-years/
[2] https://healthbegins.org/about/#jobs
[1] https://www.scientificamerican.com/article/a-state-by-state-approach-to-closing-the-health-equity-gap/
[1] https://rdcu.be/cw7My
[1] https://www.cnn.com/2021/08/04/health/us-health-care-rankings/index.html
[1] https://thehill.com/opinion/healthcare/570890-2021-climate-disasters-foreshadow-future-challenges-for-public-health
[1] https://www.usnews.com/news/health-news/articles/2021-09-07/housing-food-gun-violence-providers-seek-to-shrink-health-gaps?src=usn_tw
[1] https://www.nashvillescene.com/news/coverstory/common-ground-nashville-s-struggle-to-house-its-neediest-residents/article_99193dee-0d03-11ec-9bc3-ff79dc66c951.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://www.kff.org/?p=531874
[1] https://www.youtube.com/watch?v=xSoRdyb769g&feature=youtu.be


Top URLs in Tweet in G7:
[8] https://www.dailyposter.com/the-labor-day-graph-that-says-it-all/
[4] https://www.politico.com/news/magazine/2021/09/12/its-time-to-dismantle-americas-residential-caste-system-511150
[3] https://thecanadianfacts.org/
[2] https://twitter.com/brianrahmer/status/1417835071936110597
[2] https://twitter.com/brianrahmer/status/1429817338610831360
[2] https://capitalandmain.com/this-labor-day-we-remember-our-essential-workers
[2] https://twitter.com/brianrahmer/status/1434155717720743944
[1] https://www.washingtonpost.com/climate-environment/interactive/2021/highways-black-homes-removal-racism/?tid=ss_tw&utm_source=twitter&utm_medium=pm_alberti&utm_content=6a9121f4-6cda-487f-9ef1-2e23591f2458
[1] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator?utm_source=twitter&utm_medium=pm_alberti&utm_content=04a57948-5439-436e-b53a-25415ed0a66d
[1] https://www.nytimes.com/2021/09/08/us/politics/vast-expansion-aid-food-insecurity.html?smid=tw-share

Top URLs in Tweet in G8:
[9] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[3] https://patientengagementhit.com/news/sdoh-temper-value-of-financial-incentives-on-preventive-care
[2] https://healthitanalytics.com/
[2] https://journals.lww.com/professionalcasemanagementjournal/Abstract/2021/09000/The_Social_Determinants_of_Mental_Health_.2.aspx
[1] https://www.disabilityscoop.com/2021/09/17/clinics-prescription-for-healthier-patients-lawyers/29488/
[1] https://www.cdc.gov/vitalsigns/pdf/vs-0618-suicide-H.pdf
[1] https://twitter.com/tomherzog/status/1434851877368352770
[1] https://twitter.com/judgewren/status/1434841394313580546
[1] https://twitter.com/LSCtweets/status/1432450159946915841
[1] https://nylag.org/testimony-as-covid-broadens-the-digital-divide-aging-veterans-need-access-to-critical-legal-services-more-than-ever/

Top URLs in Tweet in G9:
[116] https://healthitanalytics.com/
[71] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[6] https://hukum.blog/ext/57/https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[1] https://news.google.com/articles/CBMiXmh0dHBzOi8vaGVhbHRoaXRhbmFseXRpY3MuY29tL25ld3MvdXNpbmctc2RvaC1kYXRhLXRvLWVuaGFuY2UtYXJ0aWZpY2lhbC1pbnRlbGxpZ2VuY2Utb3V0Y29tZXPSAQA?hl=en-US&gl=US&ceid=US:en
[1] https://aithority.com/medical-apps/healthcare-management/jvion-drives-adoption-of-prescriptive-intelligence-and-clinical-ai-with-new-peer-reviewed-results-platform-integrations-and-sdoh-solutions/
[1] 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://arcadia.io/video-covid-19-vaccination-are-you-ready-to-engage/
[1] https://twitter.com/CDCgov/status/1433535287108440071
[1] https://healthitanalytics.com/news/strategies-for-using-predictive-analytics-ai-to-improve-care?utm_source=social&utm_medium=post&utm_campaign=twitter
[1] https://arcadia.io/sdoh-medicaid/

Top URLs in Tweet in G10:
[1] https://www.eventbrite.com/e/transportation-needs-among-patients-with-cancer-tickets-167365606033?utm_source=twitter&utm_medium=social&utm_term=nasem_health&utm_content=171d4758-614a-454e-8c5b-626b91193bf2&utm_campaign=hootsuite
[1] https://twitter.com/ADarcyMahoney/status/1435593726492086282
[1] https://nimhd.nih.gov/about/overview/science-visioning/visioning-strategies.html#methods
[1] https://www.nationalacademies.org/event/09-21-2021/transportation-needs-among-patients-with-cancer-a-virtual-webinar
[1] https://physiciansfoundation.org/press-releases/the-physicians-foundation-releases-comprehensive-recommendations-to-address-social-determinants-of-health/?utm_source=tw&utm_medium=paid&utm_campaign=PF_SDOH_2021&utm_content=PaidTW
[1] https://physiciansfoundation.org/press-releases/the-physicians-foundation-releases-comprehensive-recommendations-to-address-social-determinants-of-health/?utm_source=tw&utm_medium=organic&utm_campaign=PF_SDOH_2021&utm_content=OrgTW
[1] https://us02web.zoom.us/webinar/register/WN_VI0_MYdpQTqKnQo17-s5Rw
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2780864?utm_campaign=articlePDF&utm_medium=articlePDFlink&utm_source=articlePDF&utm_content=jamanetworkopen.2021.13212
[1] https://www.risehealth.org/insights-articles/sdoh-in-the-news-disproportionate-health-care-spending-on-white-individuals-depression-and-anxiety-rates-doubled-in-children-amid-pandemic-and-more
[1] https://physiciansfoundation.org/wp-content/uploads/2021/09/PF21_Handout_Viewpoints_Social-Determinants-of-Health-v1i.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[210] healthitanalytics.com
[153] twitter.com
[83] justice.gov
[41] patientengagementhit.com
[26] linkedin.com
[22] croakey.org
[20] youtube.com
[18] healthcareitnews.com
[14] 3dcommission.health
[12] nytimes.com

Top Domains in Tweet in G1:
[6] lapresse.ca
[4] theglobeandmail.com
[3] thestar.com
[2] twitter.com
[2] theguardian.com
[2] dailyposter.com
[1] sciencedirect.com
[1] cbc.ca
[1] theatlantic.com
[1] nytimes.com

Top Domains in Tweet in G2:
[22] croakey.org
[13] twitter.com
[2] 3dcommission.health
[2] theguardian.com
[1] cmail19.com
[1] ssrn.com
[1] plos.org
[1] drugabuse.gov
[1] harvard.edu
[1] org.au

Top Domains in Tweet in G3:
[24] twitter.com
[10] linkedin.com
[10] healthitanalytics.com
[9] healthcareitnews.com
[8] patientengagementhit.com
[4] justice.gov
[4] icd10monitor.com
[4] ehrintelligence.com
[3] nytimes.com
[3] forms.gle

Top Domains in Tweet in G4:
[11] youtube.com
[9] twitter.com
[1] lnk.to

Top Domains in Tweet in G5:
[15] patientengagementhit.com
[12] 3dcommission.health
[10] readcube.com
[9] ilo.org
[6] youtube.com
[5] twitter.com
[5] springer.com
[4] webcasts.com
[3] instituteofhealthequity.org
[3] healthitanalytics.com

Top Domains in Tweet in G6:
[4] chcs.org
[3] twitter.com
[2] healthbegins.org
[2] kff.org
[2] healthcareitnews.com
[1] scientificamerican.com
[1] rdcu.be
[1] cnn.com
[1] thehill.com
[1] usnews.com

Top Domains in Tweet in G7:
[19] twitter.com
[8] dailyposter.com
[4] politico.com
[4] nytimes.com
[3] washingtonpost.com
[3] capitalandmain.com
[3] healthify.us
[3] thecanadianfacts.org
[2] jacobinmag.com
[1] healthcareitnews.com

Top Domains in Tweet in G8:
[14] twitter.com
[13] patientengagementhit.com
[3] risehealth.org
[2] healthitanalytics.com
[2] lww.com
[1] disabilityscoop.com
[1] cdc.gov
[1] nylag.org
[1] mobihealthnews.com
[1] radian6.com

Top Domains in Tweet in G9:
[190] healthitanalytics.com
[6] hukum.blog
[2] arcadia.io
[2] twitter.com
[1] google.com
[1] aithority.com

Top Domains in Tweet in G10:
[3] physiciansfoundation.org
[3] jamanetwork.com
[1] eventbrite.com
[1] twitter.com
[1] nih.gov
[1] nationalacademies.org
[1] zoom.us
[1] risehealth.org
[1] medicaid.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1006] sdoh
[157] healthequity
[126] covid19
[93] poverty
[85] healthpromotion
[81] healthcare
[75] publichealth
[70] mentalhealth
[63] globalhealth
[63] ai



Top Hashtags in Tweet in G1:
[76] poverty
[29] covid19
[22] sdoh
[22] mentalhealth
[7] cdnpoli
[4] indigenous
[2] aboriginal
[2] homelessness
[2] disability
[2] inclusion

Top Hashtags in Tweet in G2:
[119] sdoh
[57] covid19
[33] 21opcc
[28] publichealth
[26] healthequity
[15] healthpromotion
[12] mentalhealth
[11] globalhealth
[9] climate
[9] scc2021

Top Hashtags in Tweet in G3:
[95] sdoh
[15] healthequity
[10] healthcare
[7] ai
[5] equity
[5] covid19
[4] uniteusteam
[4] technology
[3] digitalhealth
[3] health

Top Hashtags in Tweet in G4:
[6] repostday
[4] thewaltenfiles
[4] genshinimpact
[4] tma
[4] themagnusarchives
[2] sara
[2] brokenstar
[2] beetlejuice
[2] discoelysium
[2] 原神

Top Hashtags in Tweet in G5:
[129] sdoh
[42] unga76
[22] data
[21] 3dthemes
[20] health
[19] 3dconversations
[13] policymaking
[11] healthcare
[9] decisionmaking
[7] healthequity

Top Hashtags in Tweet in G6:
[41] sdoh
[18] structuralracism
[13] upstream
[13] healthequity
[7] healthyaging2021
[5] medicaid
[4] systemicracism
[3] jobopportunity
[3] eviction
[3] housingishealth

Top Hashtags in Tweet in G7:
[64] sdoh
[43] pdoh
[21] healthpromotion
[21] iuhpe2022
[19] vitalconditions
[14] interdependence
[9] healthequity
[8] laborday
[5] healthjustice
[4] hiap

Top Hashtags in Tweet in G8:
[36] sdoh
[6] medleg
[5] health
[4] publichealth
[4] a2j
[3] eviction
[3] healthcare
[3] data
[3] ai
[3] sdomh

Top Hashtags in Tweet in G9:
[31] ai
[25] artificialintelligence
[16] machinelearning
[16] data
[13] sdoh
[11] healthcare
[10] healthit
[9] healthtech
[9] ml
[8] bigdata

Top Hashtags in Tweet in G10:
[39] sdoh
[6] primarycare
[3] transportation
[3] paneldiscussion
[2] schoolsofnursing
[2] fon
[2] futureofnursing
[2] nam
[2] equity
[2] socialdeterminants

Top Words
Top Words in Tweet in Entire Graph:
[1003] #sdoh
[848] health
[480] sdoh
[371] social
[326] data
[291] more
[279] ðµð
[258] determinants
[251] ðºð
[233] outcomes

Top Words in Tweet in G1:
[223] picardonhealth
[79] people
[76] #poverty
[73] lifting
[73] disabilities
[73] parties
[53] needs
[51] shoal
[51] lake
[51] 40

Top Words in Tweet in G2:
[119] #sdoh
[98] health
[62] coopesdetat
[60] report
[59] impacts
[57] #covid19
[56] special
[55] aihw
[55] released
[55] direct

Top Words in Tweet in G3:
[95] #sdoh
[90] health
[76] sdoh
[38] social
[27] determinants
[26] more
[26] equity
[25] care
[23] data
[15] healthcare

Top Words in Tweet in G4:
[200] ðºð
[200] ðµð
[119] ðµ
[113] ðµñ
[63] ñœ
[44] ñƒñ
[42] ñƒð
[39] ñƒ
[35] ðºñ
[34] mandarin_sdoh

Top Words in Tweet in G5:
[128] #sdoh
[99] 3dcommission
[60] health
[47] data
[47] making
[46] report
[46] decision
[46] social
[42] #unga76
[41] launch

Top Words in Tweet in G6:
[46] health
[41] #sdoh
[30] healthbegins
[21] communities
[20] extreme
[20] weather
[19] vulnerable
[18] due
[18] decades
[18] #structuralracism

Top Words in Tweet in G7:
[64] #sdoh
[50] brianrahmer
[43] #pdoh
[40] health
[26] don
[25] community
[22] exciting
[22] looking
[21] promotion
[21] radical

Top Words in Tweet in G8:
[36] #sdoh
[20] sdoh
[16] data
[13] populations
[12] judgewren
[12] health
[10] epflcswccm
[10] justice
[9] involved
[9] targets

Top Words in Tweet in G9:
[167] outcomes
[164] sdoh
[162] enhance
[160] data
[157] using
[149] intelligence
[147] artificial
[81] more
[78] read
[72] iainljbrown

Top Words in Tweet in G10:
[39] #sdoh
[33] health
[33] sdoh
[28] social
[23] determinants
[20] measures
[19] used
[19] critical
[19] research
[19] areas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[220] social,determinants
[200] determinants,health
[179] sdoh,data
[165] data,enhance
[158] artificial,intelligence
[150] using,sdoh
[150] enhance,artificial
[150] intelligence,outcomes
[80] read,more
[77] outcomes,read

Top Word Pairs in Tweet in G1:
[73] lifting,people
[73] people,disabilities
[73] disabilities,#poverty
[51] shoal,lake
[51] lake,40
[51] #poverty,needs
[51] needs,political
[51] political,priority
[51] priority,parties
[51] parties,stalled

Top Word Pairs in Tweet in G2:
[55] aihw,released
[55] released,special
[55] special,report
[55] report,direct
[55] direct,indirect
[55] indirect,health
[55] health,impacts
[55] impacts,first
[55] first,year
[55] year,#covid19

Top Word Pairs in Tweet in G3:
[25] social,determinants
[24] determinants,health
[21] health,equity
[14] sdoh,data
[12] equity,sdoh
[12] sdoh,key
[12] key,priorities
[12] priorities,onc
[12] onc,deputy
[12] deputy,national

Top Word Pairs in Tweet in G4:
[48] ðµð,ðºð
[41] ðºð,ðµð
[39] ðµð,ðµð
[28] ðºð,ðµ
[26] ðºð,ðºð
[24] ðºñ,ðºð
[23] ðµñ,ðµð
[22] ðžñ,ðºñ
[18] ðµñ,ðµ
[18] ðºð,ðµñ

Top Word Pairs in Tweet in G5:
[46] decision,making
[26] data,decision
[24] report,launch
[23] 3dcommission,#unga76
[21] #unga76,report
[21] show,matters
[21] commission,#sdoh
[20] #3dthemes,themes
[20] themes,show
[20] #data,#sdoh

Top Word Pairs in Tweet in G6:
[18] due,decades
[18] decades,#structuralracism
[18] #structuralracism,discrimination
[18] discrimination,extreme
[18] extreme,weather
[18] weather,impacting
[18] impacting,vulnerable
[18] vulnerable,communities
[17] healthbegins,due
[17] communities,dis

Top Word Pairs in Tweet in G7:
[27] #pdoh,#sdoh
[21] exciting,health
[21] health,promotion
[21] promotion,community
[21] community,looking
[21] looking,radical
[21] radical,revamp
[21] revamp,#healthpromotion
[21] #healthpromotion,#iuhpe2022
[20] kentbuse,exciting

Top Word Pairs in Tweet in G8:
[9] data,justice
[9] justice,involved
[9] involved,populations
[9] populations,targets
[9] targets,sdoh
[9] sdoh,cuts
[9] cuts,recidivism
[6] judgewren,mdsantopietro
[5] recidivism,judgewren
[5] social,determinants

Top Word Pairs in Tweet in G9:
[153] data,enhance
[150] sdoh,data
[147] artificial,intelligence
[140] enhance,artificial
[140] intelligence,outcomes
[138] using,sdoh
[75] outcomes,read
[75] read,more
[72] iainljbrown,using
[23] social,determinants

Top Word Pairs in Tweet in G10:
[23] social,determinants
[23] determinants,health
[19] health,#sdoh
[19] #sdoh,used
[19] used,critical
[19] critical,research
[19] research,areas
[19] areas,introducing
[19] introducing,standard
[19] standard,measures

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@mandarin_sdoh
@ultimate_puddle
@artistjanai
@just_life_ji
@bay_baykrizu
@cheesero11
@yasuuuf
@hurma_kakaya_to
@naheedd

Top Replied-To in G1:
@voiceoffranky

Top Replied-To in G2:
@naheedd
@tricmc
@drjanemunro

Top Replied-To in G4:
@mandarin_sdoh
@ultimate_puddle
@hurma_kakaya_to
@grespacel
@crazy_huezy
@sdoh_na_ychebe
@yurapospi
@apelsin_voskres
@aavelenet
@lyameow4

Top Replied-To in G5:
@profheidilarson
@uressien

Top Replied-To in G7:
@whitneyepi
@kimberleyshoaf

Top Replied-To in G8:
@marclauritsen
@ameracadpeds
@medcitynews
@rosehorowitz31

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@3dcommission
@iainljbrown
@coopesdetat
@brianrahmer
@aihw
@croakeynews
@sdohnews
@melissasweetdr
@silkelefay

Top Mentioned in G1:
@picardonhealth
@melissa_lem
@brianrahmer
@ihachey
@rimaelkouri
@globeandmail
@globalbrief
@bobrae48
@elliott_april
@globedebate

Top Mentioned in G2:
@coopesdetat
@aihw
@croakeynews
@melissasweetdr
@silkelefay
@naheedd
@baumfran
@wepublichealth
@michaelmarmot
@bronwyncarlson

Top Mentioned in G3:
@drharrythomas

Top Mentioned in G4:
@wuj_bogdan
@glassanimals
@ultimate_puddle
@younemanchik
@storieldraw
@mewbakshi
@gaelleavril
@skeletonbread_
@loafpaw
@ursiday

Top Mentioned in G5:
@3dcommission
@globalphobserv
@sandrogalea
@busph
@olibiermann
@pehealthit
@ilo
@equitylist
@drranahajjeh
@cvshealth

Top Mentioned in G6:
@healthbegins
@chcshealth
@healthgov
@ellafassler
@commonwealthfnd
@healthyamerica1
@kff
@civichealth_all
@ammahstarr
@camarajones

Top Mentioned in G7:
@brianrahmer
@kentbuse
@pm_alberti
@healthifyus
@anndouglas
@aamcjustice
@dkthomp
@wellskyhealth
@iuhpe
@onc_healthit

Top Mentioned in G8:
@judgewren
@epflcswccm
@risehlth
@doctor_david
@mdsantopietro
@chrispouloslaw
@minorityhealth
@an
@pkanagaratnam

Top Mentioned in G9:
@iainljbrown
@marcusborba
@trendingnews_7
@machinelearntec
@wefutureai
@richardkimphd
@hitanalytics
@houston__ai
@rumichunara
@ehnac

Top Mentioned in G10:
@nimhd
@physiciansfound
@researchmatters
@suehassmiller
@jamanetwork
@nasem_health
@deborahtrautman
@amercancercmso
@thenasem
@jama_current

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@edinburghwatch
@xaelbot
@codedailybot
@rosenchild
@thedeveloperbot
@viralvideovlogs
@b1e56df9ce6549f
@jjj5819

Top Tweeters in G1:
@guardian
@jfsebastian146
@globeandmail
@hopealdridge
@datachick
@aureliacotta
@bruce_arthur
@cmusician
@jane__eden
@eflorian10

Top Tweeters in G2:
@asher_wolf
@wgarnews
@bprophetable
@jrehnj
@melissasweetdr
@mariecolemanao
@joshdacat
@nikt50
@pauldutton1968
@fatherbob

Top Tweeters in G3:
@danwibg
@suriyasubraman
@prison_health
@carolforden
@medicalquack
@gabrielmalor
@dataemia
@klops39
@grahamscambler
@milocamj

Top Tweeters in G4:
@minpd_171202
@rocksound
@lazytamagos
@acechhh
@_shummy_
@hasharakl
@realsetitoff
@wlade_k
@velocitycatte
@backupblizzy

Top Tweeters in G5:
@mailmystatement
@lexisnexis
@globalphobserv
@equityhealthdev
@ghia1212
@marciofossari
@cofheq
@gamelmag
@luciaruggiero
@thelupusrainbow

Top Tweeters in G6:
@sandykalano
@bostonglobe
@cnn
@usnews
@rayperez88
@dorcassssss
@mlgoley
@clanghoff1
@regieford1
@mypresident21

Top Tweeters in G7:
@b1e56df9ce6549f
@jjj5819
@wally_wests
@ht4ecosocialism
@moniquedhooghe
@joke2power
@justmemarie2
@szikratigris
@cindyfitch1
@adrielhampton

Top Tweeters in G8:
@fabriciosx
@pkanagaratnam
@kyblueblood
@marcalevin
@doctor_david
@robincogan
@bonillal1
@stuckonsw
@usnehal
@andydrc

Top Tweeters in G9:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@artificialbra1n
@ipythonistabot
@morolswediu
@hubofml
@djangobot_

Top Tweeters in G10:
@_allisulli
@marcusgmay1
@jama_current
@crrogersphd
@jamanetwork
@virginiaron3
@thenasem
@jamapediatrics
@usda
@susanlinot