sdoh, Twitter, 4/17/2022 3:13:24 PM, 274940


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sdoh_2022-04-16_22-52-16.xlsx
sdoh_2022-04-16_22-52-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3L6LPEV
@michaelmarmot
@picardonhealth
@thartman2u
@healthbegins
@siren_ucsf
@epflcswccm
@globalhealthbot
@hhsgov
@carinaalm
@nphw

Top hashtags:
#sdoh
#healthequity
#louis
#kingdom
#킹덤
#루이
#publichealth
#poverty
#chd

Description:
Description
The graph represents a network of 2,638 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 April 2022 at 05:57 UTC.

The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 10-hour, 54-minute period from Sunday, 03 April 2022 at 00:16 UTC to Friday, 15 April 2022 at 11:11 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 : 2638
Unique Edges : 2238
Edges With Duplicates : 4099
Total Edges : 6337
Number of Edge Types : 5
Mentions : 1219
Retweet : 1607
MentionsInRetweet : 2532
Tweet : 744
Replies to : 235
Self-Loops : 777
Reciprocated Vertex Pair Ratio : 0.0618336886993603
Reciprocated Edge Ratio : 0.116465863453815
Connected Components : 382
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 1366
Maximum Edges in a Connected Component : 3851
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.093692
Graph Density : 0.000501120837397932
Modularity : 0.531237
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,638 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 April 2022 at 05:57 UTC.

The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 10-hour, 54-minute period from Sunday, 03 April 2022 at 00:16 UTC to Friday, 15 April 2022 at 11:11 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:
[102] https://m.cafe.daum.net/KINGDOMofficial/sdoH/1
[19] https://www.justice.gov/usao-sdoh/pr/prior-sex-offender-sentenced-18-years-prison-possessing-child-pornography
[10] https://www.surveymonkey.com/r/36Y97BL
[9] https://www.justice.gov/usao-sdoh/pr/hocking-county-couple-charged-federally-producing-child-pornography
[8] https://bostonu.zoom.us/webinar/register/WN_9AchID4kR8GBrKF995gRNw?timezone_id=America/New_York
[6] https://physiciansfoundation.org/physician-and-patient-surveys/the-physicians-foundation-2022-physician-survey-part-1/
[5] https://patientengagementhit.com/news/social-determinants-of-health-worsened-specialty-care-access
[5] https://health.gov/healthypeople/priority-areas/social-determinants-health
[4] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2790606?guestAccessKey=3f47b068-727a-4078-83d7-af75296bcb21&cmp=1
[4] Matter

Top URLs in Tweet in G1:
[4] https://bostonu.zoom.us/webinar/register/WN_9AchID4kR8GBrKF995gRNw?timezone_id=America/New_York
[3] https://www.justice.gov/usao-sdoh/pr/prior-sex-offender-sentenced-18-years-prison-possessing-child-pornography
[3] https://www.forbes.com/sites/forbestechcouncil/2022/03/30/social-care-technology-the-gateway-to-improving-health-equity/?sh=508ba0421fce
[2] https://www.mobihealthnews.com/news/reema-health-scores-8m-help-patients-address-sdoh
[2] https://m.cafe.daum.net/KINGDOMofficial/sdoH/1
[2] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.nccaa.net/_files/ugd/ae395b_edc6ccb3048747eb95dd285c0442ff1d.pdf
[1] https://dataemia.com/2022/04/03/reema-health-scores-8m-to-help-patients-address-sdoh/
[1] https://twitter.com/healthcareandy/status/1510719575570239491
[1] https://physiciansfoundation.org/wp-content/uploads/2022/03/SDOH-Survey-Report.pdf

Top URLs in Tweet in G2:
[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
[1] https://www.thestar.com/news/gta/2022/04/13/we-cannot-leave-these-communities-behind-again-why-areas-hit-hard-by-covid-must-be-prioritized-in-paxlovid-rollout.html
[1] https://www.theguardian.com/commentisfree/2022/apr/08/health-inequalities-uk-poverty-life-death?CMP=share_btn_tw
[1] https://vancouversun.com/opinion/columnists/douglas-todd-the-painful-demographics-of-homelessness
[1] https://www.cbc.ca/news/canada/ottawa/safe-drinking-water-tyendinaga-mohawk-territory-1.6393259
[1] https://www.washingtonpost.com/opinions/2022/04/05/hidden-plain-sight-force-fueling-americas-covid-catastrophe/?tid=ss_tw
[1] https://twitter.com/Disability_WP/status/1508919353160384531
[1] https://twitter.com/Thomsod/status/1512399403209875463
[1] https://www.theglobeandmail.com/opinion/article-if-covid-becomes-endemic-its-women-who-will-bear-the-burden/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.belowthebelt.film/

Top URLs in Tweet in G3:
[2] https://twitter.com/SKhanMHCM/status/1514476014059102208
[2] http://wearethefaces.abcardio.org/
[1] https://twitter.com/skhanmhcm/status/1514476014059102208
[1] https://www.acc.org/About-ACC/Diversity-and-Inclusion/Publications-and-Recommended-Readings?utm_medium=social&utm_source=twitter_post&utm_campaign=acc22
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8174337/pdf/JAH3-10-e019821.pdf
[1] https://d.answersincme.com/160201952_1/
[1] https://twitter.com/SalmanZahidMD/status/1510656387499577347
[1] https://abcardio.org/wp-content/uploads/2022/04/ABC-Members-Presenting-at-ACC.22-FINAL.pdf
[1] https://www.ahajournals.org/doi/10.1161/CIRCOUTCOMES.120.007643
[1] https://doi.org/10.1161/CIRCOUTCOMES.120.007643

Top URLs in Tweet in G4:
[3] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD011135.pub3/full
[1] https://www.cphno.org/dr-shawn-m-kneipp-panelist-on-white-house-north-carolina-listening-session-focuses-on-achieving-health-equity-by-addressing-social-determinants-of-health/
[1] https://twitter.com/lisacampbelldnp/status/1512183098963861505
[1] https://www.cdcfoundation.org/blog/new-action-guide-promotes-health-benefits-expanding-public-transportation-systems
[1] https://apha.org/Topics-and-Issues/Health-Equity
[1] https://www.cochrane.org/CD011135/PUBHLTH_does-giving-money-people-low-and-middle-income-countries-without-conditions-attached-lead-better
[1] https://uhfnyc.org/our-work/initiatives/childrens-health/partnerships-early-childhood-development/
[1] https://www.clinicalleader.com/doc/diversity-in-clinical-trials-strategies-to-increase-minority-enrollment-in-oncology-trials-0001
[1] https://www.nashp.org/how-states-address-social-determinants-of-oral-health-in-managed-care-contracts/
[1] https://us02web.zoom.us/webinar/register/WN_8-cqFc2tSSy81MnVAoncjQ

Top URLs in Tweet in G5:
[3] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[2] https://sirenetwork.ucsf.edu/national-research-meeting
[2] https://www.beckershospitalreview.com/strategy/hhs-reveals-strategy-on-social-determinants-of-health.html
[2] https://twitter.com/BlkMamasMatter/status/1514330088476717061
[2] https://twitter.com/hdpalooza/status/1509153922560180232
[2] https://twitter.com/SavageLucia/status/1511015773996781571
[1] https://www-healthaffairs-org.ucsf.idm.oclc.org/doi/10.1377/hlthaff.2021.00905#.Yli4xOVktVA.twitter
[1] https://aspe.hhs.gov/reports/sdoh-evidence-review
[1] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2790811?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=040722#.Yk8OcbbG5iU.twitter
[1] https://twitter.com/lauragotmd/status/1512102200268402689

Top URLs in Tweet in G6:
[2] https://www.interfax.ru/world/832562
[2] https://t.me/morozovaeva000
[2] https://partisan.super.site/
[1] https://holod.media/2022/04/08/irina-filkina/?amp
[1] https://holod.media/2022/04/09/chronicle-45/#4
[1] https://t.me/femagainstwar/1159

Top URLs in Tweet in G7:
[100] https://m.cafe.daum.net/KINGDOMofficial/sdoH/1
[1] https://twitter.com/KINGDOM_GFent/status/1511300018812362753

Top URLs in Tweet in G8:
[5] https://physiciansfoundation.org/physician-and-patient-surveys/the-physicians-foundation-2022-physician-survey-part-1/
[4] Matter
[4] https://go.klick.com/65-patients-trust-pcp-most-71-of-hcps-dont-have-time-for-sdoh-pharma-a-leader-in-esg-klick-wire-week-of-apr-04?ecid=ACsprvvj8zBDNIPVNn5K36b5ulAZvMo89NrrO55WPpAHJEaGCo75ng7nsOVDpmdpYwPhcn8qBIrE&utm_medium=email&_hsmi=208818861&_hsenc=p2ANqtz--OF2Crg0QQeZd6ea_k8QW2U_v19iVRXlM_fqjAK-THwM6bX8jS2iVfLfUWPq-DkfQuIdyRB8uiZfFEMzn5jv5v9tMh7A&utm_content=208818861&utm_source=hs_email
[2] https://patientengagementhit.com/news/most-physicians-lack-ability-time-to-properly-address-patient-sdoh
[2] https://www.mcol.com/
[1] https://centerforhealthjournalism.org/fellowships/projects/deaths-have-spiked-polluted-port-community-covid-only-part-story
[1] https://www.hcinnovationgroup.com/population-health-management/social-determinants-of-health/news/21262318/research-explores-patients-desire-for-assistance-with-unmet-social-needs
[1] https://www.hcinnovationgroup.com/analytics-ai/artifical-intelligence-machine-learning/article/21260539/at-himss22-a-discussion-of-ai-and-the-social-determinants-of-health?utm_campaign=Gray
[1] Social&utm_content=203117868&utm_medium=social&utm_source=twitter&hss_channel=tw-1684072178
[1] https://www.fiercehealthcare.com/providers/physician-foundation-survey-addressing-social-determinants-health?utm_campaign=Gray

Top URLs in Tweet in G9:
[3] https://patientengagementhit.com/news/social-determinants-of-health-worsened-specialty-care-access
[3] https://www.governing.com/next/a-major-effort-to-link-homeless-response-and-health-care
[2] https://us02web.zoom.us/webinar/register/6316471984525/WN_8-cqFc2tSSy81MnVAoncjQ
[2] https://us02web.zoom.us/webinar/register/4216482418916/WN_8-cqFc2tSSy81MnVAoncjQ
[2] https://www.howhealthcareworks.net/2016/09/public-health-and-public-housing.html
[2] https://www.healthleadersmedia.com/payer/how-create-equity-measure-5-steps
[2] https://mdlogix.com/mdlogix-partners-with-pennsylvania-to-strengthen-the-system-of-care-for-adults-at-risk-for-suicide/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://jamanetwork.com/journals/jama/fullarticle/2783974?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2789480?guestAccessKey=06641997-ddcf-4d95-a4f3-c536983972ba
[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

Top URLs in Tweet in G10:
[2] https://www.healthpopuli.com/2022/04/13/how-business-can-bolster-determinants-of-health-reviewing-the-marmot-review-for-industry/
[2] https://www.cdc.gov/socialdeterminants/about.html
[1] https://twitter.com/sebkraemer/status/1512419882528391171
[1] https://twitter.com/rokhanna/status/1513967571975946252
[1] https://twitter.com/socialhealthlab/status/1511042831992819715
[1] https://twitter.com/ajog_thegray/status/1510204341176647687
[1] https://twitter.com/brookslasurecms/status/1514294168088154116
[1] https://www.psqh.com/analysis/three-steps-to-reducing-health-inequities-in-the-latino-community/
[1] https://www.linkedin.com/posts/abnermason_healthpolicy-sdoh-telehealth-activity-6917858736183148544-so1v
[1] https://theconversation.com/failure-to-include-black-communities-in-health-policy-public-engagement-perpetuates-health-disparities-180383

Top Domains
Top Domains in Tweet in Entire Graph:
[157] twitter.com
[102] daum.net
[42] justice.gov
[24] patientengagementhit.com
[21] linkedin.com
[18] nccih.ca
[17] zoom.us
[15] jamanetwork.com
[10] surveymonkey.com
[9] croakey.org

Top Domains in Tweet in G1:
[27] twitter.com
[6] linkedin.com
[5] justice.gov
[5] zoom.us
[3] patientengagementhit.com
[3] forbes.com
[2] mobihealthnews.com
[2] americanprogress.org
[2] daum.net
[2] cdc.gov

Top Domains in Tweet in G2:
[3] theglobeandmail.com
[3] twitter.com
[2] theguardian.com
[2] cbc.ca
[2] statnews.com
[1] thestar.com
[1] vancouversun.com
[1] washingtonpost.com
[1] belowthebelt.film
[1] apnews.com

Top Domains in Tweet in G3:
[9] twitter.com
[3] abcardio.org
[1] acc.org
[1] nih.gov
[1] answersincme.com
[1] ahajournals.org
[1] doi.org
[1] jacc.org

Top Domains in Tweet in G4:
[6] twitter.com
[3] cochranelibrary.com
[2] jamanetwork.com
[2] nphw.org
[1] cphno.org
[1] cdcfoundation.org
[1] apha.org
[1] cochrane.org
[1] uhfnyc.org
[1] clinicalleader.com

Top Domains in Tweet in G5:
[19] twitter.com
[4] linkedin.com
[3] jamanetwork.com
[3] beckershospitalreview.com
[3] healthit.gov
[2] hhs.gov
[2] ucsf.edu
[1] oclc.org
[1] papa.com
[1] signifyhealth.com

Top Domains in Tweet in G6:
[3] t.me
[2] interfax.ru
[2] super.site
[2] holod.media

Top Domains in Tweet in G7:
[100] daum.net
[1] twitter.com

Top Domains in Tweet in G8:
[10] patientengagementhit.com
[6] physiciansfoundation.org
[4] klick.com
[3] hcinnovationgroup.com
[2] commonwealthfund.org
[2] twitter.com
[2] mcol.com
[1] centerforhealthjournalism.org
[1] fiercehealthcare.com
[1] healthitanswers.net

Top Domains in Tweet in G9:
[5] linkedin.com
[5] jamanetwork.com
[4] zoom.us
[3] patientengagementhit.com
[3] healthleadersmedia.com
[3] twitter.com
[3] governing.com
[2] interprofessionalinsights.com
[2] howhealthcareworks.net
[2] mdlogix.com

Top Domains in Tweet in G10:
[5] twitter.com
[3] healthpopuli.com
[2] cdc.gov
[1] psqh.com
[1] linkedin.com
[1] theconversation.com
[1] instituteofhealthequity.org
[1] cms.gov
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1098] sdoh
[177] healthequity
[104] louis
[103] kingdom
[99] 킹덤
[99] 루이
[98] publichealth
[87] poverty
[50] chd
[44] globalhealth



Top Hashtags in Tweet in G1:
[103] sdoh
[20] healthequity
[7] healthcare
[7] nphw
[6] health
[4] publichealth
[4] covid19
[4] nphwchat
[4] worldhealthday
[4] dei

Top Hashtags in Tweet in G2:
[73] poverty
[30] homelessness
[17] endometriosis
[14] sdoh
[13] covid19
[4] cdnpoli
[2] inequality
[2] indigenous
[2] disability
[2] inclusion

Top Hashtags in Tweet in G3:
[39] sdoh
[28] acc22
[10] allstar
[10] sheforshe
[6] southasian
[6] healthequity
[6] hearthealth
[6] eb2022
[6] cardioobstetrics
[5] cardiovascular

Top Hashtags in Tweet in G4:
[75] sdoh
[28] racism
[12] nphw
[11] publichealth
[11] socialdeterminantsofhealth
[10] health
[9] healthequity
[8] healthiertomorrow
[8] nphwchat
[6] cashtransfers

Top Hashtags in Tweet in G5:
[110] sdoh
[21] hdpalooza
[14] healthequity
[9] sogi
[9] nhpc22
[6] humanizinghealthcare
[5] primarycare
[5] physicians
[5] hie
[5] bmhw22

Top Hashtags in Tweet in G6:
[6] genshinimpact
[4] kramatorsk
[2] åžÿ神
[2] xiao
[2] é­ˆ
[2] 原神
[2] zhongli
[2] stoprussianaggression
[2] stoprussianow
[2] bucha

Top Hashtags in Tweet in G7:
[101] louis
[100] kingdom
[98] 킹덤
[98] 루이
[2] 킹덤
[2] 루이
[1] alkaya
[1] 욹천

Top Hashtags in Tweet in G8:
[66] sdoh
[11] poverty
[10] housing
[8] healthequity
[8] disabilityrights
[7] healthcare
[7] systemicracism
[6] physicians
[5] evictions
[5] blackwomen

Top Hashtags in Tweet in G9:
[58] sdoh
[11] sharedfacts
[9] healthequity
[8] healthdisparities
[7] accesstocare
[7] suicideprevention
[5] interprofessionalimpact
[4] healthplans
[4] telehealth
[4] cubs

Top Hashtags in Tweet in G10:
[18] sdoh
[6] healthequity
[6] publichealth
[5] humanswin
[5] meded
[4] maternalhealth
[3] primarycare
[3] determinantsofhealth
[3] health
[2] socialconnection

Top Words
Top Words in Tweet in Entire Graph:
[1097] #sdoh
[1051] ì
[946] health
[859] ë
[436] sdoh
[416] ðµð
[396] social
[346] ðµ
[308] ðµñ
[299] ðºð

Top Words in Tweet in G1:
[108] health
[103] #sdoh
[67] sdoh
[41] social
[30] determinants
[27] care
[26] more
[24] address
[24] equity
[20] #healthequity

Top Words in Tweet in G2:
[152] picardonhealth
[73] #poverty
[44] lifting
[38] covid
[37] people
[36] well
[36] past
[36] time
[36] commit
[36] disabilities

Top Words in Tweet in G3:
[58] prevention
[56] sdoh
[49] looking
[49] cvd
[48] khurramn1
[44] data
[42] position
[40] postdoctoral
[40] regarding
[40] athero

Top Words in Tweet in G4:
[147] health
[75] #sdoh
[67] public
[55] today
[55] nphw
[38] role
[37] aphaphn
[32] national
[31] week
[29] live

Top Words in Tweet in G5:
[110] #sdoh
[55] social
[52] health
[47] data
[35] session
[35] thegravityproj
[28] hdpalooza
[23] savagemehealth
[22] standards
[22] savagelucia

Top Words in Tweet in G6:
[222] ðµð
[207] ðµ
[176] ðºð
[155] ðµñ
[106] в
[91] и
[83] ñœ
[81] ñƒð
[66] не
[63] что

Top Words in Tweet in G7:
[1049] ì
[858] ë
[285] í
[101] #louis
[100] kingdom_gfent
[100] #kingdom
[98] #í
[98] #ë
[97] louisðÿ
[96] œ

Top Words in Tweet in G8:
[66] #sdoh
[31] health
[24] address
[21] healthbegins
[13] physicians
[12] social
[11] survey
[11] physiciansfound
[11] access
[11] #poverty

Top Words in Tweet in G9:
[58] #sdoh
[28] health
[15] social
[11] risk
[11] more
[11] #sharedfacts
[10] risehlth
[9] #healthequity
[9] allentien
[8] care

Top Words in Tweet in G10:
[24] health
[18] #sdoh
[13] communities
[12] abnermason
[11] sdoh
[10] cdcgov
[9] thartman2u
[9] important
[9] michaelmarmot
[7] thx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[380] ì,ì
[285] ë,ì
[285] ë,ë
[228] social,determinants
[211] determinants,health
[190] í,ë
[190] ì,ë
[190] ì,í
[101] public,health
[99] #í,ë

Top Word Pairs in Tweet in G1:
[29] social,determinants
[28] determinants,health
[11] health,equity
[10] #healthequity,#sdoh
[9] health,sdoh
[9] learn,more
[8] public,health
[8] health,#sdoh
[6] address,sdoh
[5] health,outcomes

Top Word Pairs in Tweet in G2:
[36] well,past
[36] past,time
[36] commit,lifting
[36] lifting,people
[36] people,disabilities
[36] disabilities,#poverty
[34] time,federal
[34] federal,government
[34] government,commit
[34] picardonhealth,well

Top Word Pairs in Tweet in G3:
[40] looking,postdoctoral
[40] postdoctoral,position
[40] position,regarding
[40] regarding,cvd
[40] cvd,prevention
[40] prevention,athero
[40] athero,imaging
[40] imaging,big
[40] big,data
[40] data,sdoh

Top Word Pairs in Tweet in G4:
[63] public,health
[31] national,public
[31] health,week
[27] week,starts
[27] starts,today
[27] today,nphw
[27] nphw,#racism
[27] #racism,ongoing
[27] ongoing,public
[27] health,crisis

Top Word Pairs in Tweet in G5:
[20] social,determinants
[20] #sdoh,data
[17] determinants,health
[13] health,information
[13] information,exchange
[12] social,needs
[12] learning,forum
[12] lessons,learned
[10] social,determinant
[9] academyhealth,'unconference

Top Word Pairs in Tweet in G6:
[38] ðµð,ðµð
[36] ðµñ,ðºð
[35] ðºð,ðµ
[34] ðµ,ðµñ
[33] ðµ,ðµð
[29] ðµ,ñƒð
[29] ðµð,ðµ
[28] ðµð,ðºð
[25] ðµñ,ðµ
[22] ðµ,ðºð

Top Word Pairs in Tweet in G7:
[380] ì,ì
[285] ë,ì
[285] ë,ë
[190] í,ë
[190] ì,ë
[190] ì,í
[98] #í,ë
[98] #ë,ì
[97] #kingdom,#í
[97] ë,#louis

Top Word Pairs in Tweet in G8:
[18] address,#sdoh
[8] #sdoh,access
[8] access,healthcare
[8] healthcare,#disabilityrights
[8] #disabilityrights,start
[8] start,cycle
[8] cycle,#poverty
[8] #poverty,#housing
[7] healthbegins,address
[6] social,determinants

Top Word Pairs in Tweet in G9:
[7] health,equity
[7] more,reason
[7] reason,aggressively
[7] aggressively,focus
[7] focus,improving
[7] improving,#sdoh
[7] #sdoh,children
[7] children,vaccine
[7] vaccine,resistant
[7] resistant,hesitant

Top Word Pairs in Tweet in G10:
[7] juliaraifman,whcovidresponse
[7] whcovidresponse,cdcgov
[7] cdcgov,important
[7] important,diverse
[7] diverse,lower
[7] lower,income
[7] income,communities
[7] communities,whose
[7] whose,families
[7] families,depend

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@kto_sdoh
@snovo_sdoh
@nphw
@bulka_no_sdoh
@abnermason
@let_s_hide
@skhanmhcm
@medicalquack
@mondaynightibd

Top Replied-To in G3:
@skhanmhcm
@rannaparekh
@sharonnehayes
@mbittencourtmd
@pnatarajanmd
@drrachelmbond

Top Replied-To in G4:
@nphw
@lisacampbelldnp
@tarahaelle
@skneipp1
@jaimeeleewatts
@aphaphn
@ajphthinktank
@saludamerica

Top Replied-To in G5:
@medicalquack
@arrianna_planey
@academyhealth
@ashagaines617
@kisteinm
@jessiet1023
@savagelucia
@kbibbinsdomingo
@abnermason
@onc_healthit

Top Replied-To in G6:
@lilnyalix
@ikkimochi9

Top Replied-To in G7:
@kingdom_gfent

Top Replied-To in G8:
@kpwaresearch
@hhsgov
@physiciansfound
@dflee30
@taisonbell
@sunsopeningband

Top Replied-To in G9:
@nancy_kusmaul
@socdetermined
@drsriram

Top Replied-To in G10:
@abnermason
@juliaraifman
@michaelmarmot
@nacchoalerts

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@kingdom_gfent
@melissasweetdr
@nphw
@khurramn1
@american_heart
@silkelefay
@drkeilalopez
@mondaynightibd
@adjoagimd

Top Mentioned in G1:
@ourwidercircle

Top Mentioned in G2:
@picardonhealth
@picar
@revdrbarber
@_emilybass_
@globedebate
@guardian
@cbcnews
@statnews
@megan_ogilvie
@kenyonwallace

Top Mentioned in G3:
@khurramn1
@accintouch
@virani_md
@modeldoc
@mchonig
@drlaprincess
@drrobroswell
@abcardio1
@erinmichos
@sguptamd

Top Mentioned in G4:
@nphw
@aphaphn
@who
@saludamerica
@timpawlik
@publichealth
@latinastrongdr
@publichealthmap
@unitedhealthgrp
@elliotthaut

Top Mentioned in G5:
@thegravityproj
@hdpalooza
@savagemehealth
@savagelucia
@siren_ucsf
@hassanah2017
@academyhealth
@ashagaines617
@fenwayhealth
@arlenechung

Top Mentioned in G6:
@nesanechkaa
@karohsi
@soulj1nnie
@uchj14
@i625i
@1littlemartian
@israelthreads
@hangoratale
@konoplintus
@lilnyalix

Top Mentioned in G7:
@kingdom_gfent

Top Mentioned in G8:
@healthbegins
@physiciansfound
@pehealthit
@bcagainstcovid
@kpwaresearch
@commonwealthfnd
@drforddcboh
@whitehouse
@mikedulinmd
@nhassanein_

Top Mentioned in G9:
@risehlth
@allentien
@epflcswccm
@drvantilburg
@ahahospitals
@cincychildrens
@aligning4health
@ash_perry_mph
@brightspotsinhc
@socworkpodcast

Top Mentioned in G10:
@cdcgov
@abnermason
@thartman2u
@michaelmarmot
@unicamupdate
@nebraskasower
@emfundertaker
@whcovidresponse
@juliaraifman
@citymch

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@john1966olsen
@jfsebastian146
@jjj5819
@carrybeyond
@fabriciosx
@asher_wolf
@ateezsure
@sallyrmelb
@guardian

Top Tweeters in G1:
@otcdynamics
@newsfrombw
@420hotdogs
@joymcdmcdonald
@nazmulmarketer1
@dataemia
@doctor_david
@stevecripe57
@thepinkmatrix
@csrwire

Top Tweeters in G2:
@john1966olsen
@guardian
@lorettabower3
@inpoco
@bprophetable
@wavetop
@alexaadams12
@blueravefinn
@raulpacheco
@frannyhelen

Top Tweeters in G3:
@wordfinga
@hragy
@calzole
@drskharlamov
@drmarthagulati
@minhaskh
@kashifmd
@mmamas1973
@drtoniyasingh
@usip

Top Tweeters in G4:
@tomvarghesejr
@celestinogutirr
@krisbm2
@publichealthmap
@surgicalcaps
@robincogan
@msreeddesign
@econotw
@saludamerica
@x_thomas_

Top Tweeters in G5:
@medicalquack
@google
@pynkember
@ntdbfsc
@meadnansiddiqui
@endocrine_witch
@irmaraste
@rasushrestha
@iamritu
@emranswers

Top Tweeters in G6:
@soulj1nnie
@mitrofanbelov
@garaevruslan02
@sealsnwaves
@thistlearts
@eskovoroda
@hornyofgondor
@andriireal
@currenttimetv
@gruppa_voina

Top Tweeters in G7:
@ateezsure
@kurenaifailtaru
@stephseptic
@muwhanmudang
@raerst
@alkaaya
@sheisamonster
@bemy_seoulmate
@yunadi_jjk9124
@joohooneysz

Top Tweeters in G8:
@slate
@usatoday
@guardianus
@theatlantic
@rollingstone
@terri4change
@jsgjames
@michelemg5
@grist
@meganranney

Top Tweeters in G9:
@marykeithbare1
@allentien
@mentalhealthbo5
@npr
@telehealthbot
@usnehal
@socworkpodcast
@caulfieldtim
@mchand13
@jonathanstea

Top Tweeters in G10:
@walmart
@inforenique
@sebkraemer
@kroger
@thartman2u
@laureninthe707
@takeweightoffmd
@nebraskasower
@walgreens
@conversationus


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