sdoh, Twitter, 6/5/2022 9:07:49 AM, 277710


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sdoh_2022-06-04_22-50-00.xlsx
sdoh_2022-06-04_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 05, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3th3G4N
@healthbegins
@health_affairs
@amermedicalassn
@pehealthit
@nanthealth
@monitor_ph
@abnermason
@healthythinker
@picardonhealth
@atheendar

Top hashtags:
#sdoh
#healthequity
#healthcare
#health
#ai
#digitalhealth
#covid19
#maid

Description:
Description
The graph represents a network of 2,038 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, 05 June 2022 at 05:52 UTC.

The requested start date was Sunday, 05 June 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, 7-minute period from Sunday, 22 May 2022 at 01:12 UTC to Friday, 03 June 2022 at 11:19 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 : 2038
Unique Edges : 1583
Edges With Duplicates : 3094
Total Edges : 4677
Number of Edge Types : 5
Replies to : 438
Tweet : 622
Retweet : 1075
MentionsInRetweet : 1521
Mentions : 1021
Self-Loops : 642
Reciprocated Vertex Pair Ratio : 0.0666666666666667
Reciprocated Edge Ratio : 0.125
Connected Components : 365
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 328
Maximum Edges in a Connected Component : 810
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.781789
Graph Density : 0.000570409157764863
Modularity : 0.506101
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,038 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, 05 June 2022 at 05:52 UTC.

The requested start date was Sunday, 05 June 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, 7-minute period from Sunday, 22 May 2022 at 01:12 UTC to Friday, 03 June 2022 at 11:19 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:
[37] https://www.justice.gov/usao-sdoh/pr/ohio-man-charged-aiding-and-abetting-plot-murder-former-president
[20] https://twinybots.ch/
[18] https://www.cmaj.ca/content/194/21/E741
[11] https://www.justice.gov/usao-sdoh/pr/grand-jury-charges-2-new-york-men-1-million-california-cincinnati-narcotics-conspiracy
[11] https://hitconsultant.net/2022/05/31/lightbeam-health-acquires-jvion-ai/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Lightbeam%20Health%20Acquires%20Jvion%20AI%20and%20SDOH%20Solutions%20-%20MandA
[8] https://penntoday.upenn.edu/news/both-nature-and-nurture-contribute-signatures-socioeconomic-status-brain
[8] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health
[7] https://www.fiercehealthcare.com/health-tech/lightbeam-scoops-jvion-expand-ai-sdoh-analytics-capabilities
[7] https://hitconsultant.net/2022/05/31/lightbeam-health-acquires-jvion-ai/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Lightbeam
[7] Health

Top URLs in Tweet in G1:
[17] https://www.cmaj.ca/content/194/21/E741
[4] https://www.theglobeandmail.com/podcasts/the-decibel/article-putting-a-federal-disability-benefit-back-on-the-table/
[2] https://www.cfp.ca/content/66/10/759
[1] https://www.theglobeandmail.com/investing/personal-finance/household-finances/article-canadians-social-assistance-inflation-poverty/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/opinion/article-our-restrictions-free-covid-19-summer-is-here-but-were-leaving-out/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.nytimes.com/2022/05/25/opinion/roxane-gay-uvalde-school-shooting.html?smid=tw-share
[1] https://www.cbc.ca/listen/live-radio/1-75-white-coat-black-art/clip/15915366-foreseeable-deaths
[1] https://www.theglobeandmail.com/politics/article-scathing-auditor-general-report-finds-indigenous-and-black-offenders/
[1] https://twitter.com/derrickokeefe/status/1531363236712312832
[1] https://www.theglobeandmail.com/investing/personal-finance/household-finances/article-canadians-social-assistance-inflation-poverty/

Top URLs in Tweet in G2:
[16] https://www.justice.gov/usao-sdoh/pr/ohio-man-charged-aiding-and-abetting-plot-murder-former-president
[4] https://patientengagementhit.com/news/nyc-produce-prescription-program-to-combat-food-insecurity-sdoh
[3] https://www.fiercehealthcare.com/payers/carefirst-bcbs-socially-determined-use-data-drive-personalized-interventions
[3] https://www.titas.massblog.xyz/health-business/lightbeam-health-acquires-jvion-ai-and-sdoh-solutions-ma/
[3] https://discord.com/users/884987637977464882
[2] https://www.justice.gov/usao-sdoh/pr/former-columbus-police-officer-pleads-guilty-fentanyl-trafficking-bribery
[2] https://health.gov/healthypeople/priority-areas/social-determinants-health
[2] https://www.thebody.com/article/black-women-sexual-health-respectability-politics
[2] https://www.managedhealthcareexecutive.com/view/a-tale-of-two-counties-tackling-the-social-determinants-of-health?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=&utm_campaign=
[2] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[2] https://t.me/+_qmQXezCF9Y2ZTUy
[2] https://linktr.ee/CanisBruno
[2] https://twitter.com/i/events/1446160473360060416
[2] https://linktr.ee/Marshzhinok
[2] https://docs.google.com/spreadsheets/d/1l_KOXOyQMzghPmDwXMdDakigjETXymvOAaqQDWkOmqk/edit#gid=871929189
[1] https://twitter.com/Urody/status/1528278976979927041
[1] https://twitter.com/neural_machine/status/1529491406988972034
[1] https://twitter.com/Mar_sdoh/status/1528330755486646272
[1] https://www.tinkoff.ru/cf/43POwhAslBT
[1] https://twitter.com/nesanechkaa/status/1531237132899037184

Top URLs in Tweet in G4:
[20] https://twinybots.ch/
[11] https://hitconsultant.net/2022/05/31/lightbeam-health-acquires-jvion-ai/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Lightbeam%20Health%20Acquires%20Jvion%20AI%20and%20SDOH%20Solutions%20-%20MandA
[7] https://hitconsultant.net/2022/05/31/lightbeam-health-acquires-jvion-ai/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant&utm_content=Lightbeam
[7] Health
[7] Acquires
[7] Jvion
[7] AI
[7] and
[7] SDOH
[7] Solutions

Top URLs in Tweet in G5:
[2] https://twitter.com/__sdoh/status/1529410561561198592
[1] https://twitter.com/meowcf/status/1529350488545800193
[1] https://twitter.com/Vahazar/status/1529407482258407426
[1] https://twitter.com/akumallator/status/1529419409349132289

Top URLs in Tweet in G6:
[7] https://www.macpac.gov/publication/financing-strategies-to-address-the-social-determinants-of-health-in-medicaid/
[4] https://www.fiercehealthcare.com/payers/carefirst-bcbs-socially-determined-use-data-drive-personalized-interventions
[3] https://www.fiercehealthcare.com/health-tech/lightbeam-scoops-jvion-expand-ai-sdoh-analytics-capabilities
[2] https://patientengagementhit.com/news/nyc-produce-prescription-program-to-combat-food-insecurity-sdoh
[1] https://patientengagementhit.com/news/food-security-program-addresses-sdoh-drives-healthy-behavior-change
[1] https://www.medpagetoday.com/meetingcoverage/asco/98985
[1] https://aligningforhealth.org/stakeholder-groups-urge-continued-action-on-sdoh-legislation/
[1] https://podcasts.apple.com/us/podcast/how-carefirst-and-socially-determined-are-taking/id1473962810?i=1000564809567
[1] https://www.fiercehealthcare.com/payers/carefirst-bcbs-socially-determined-use-data-drive-personalized-interventions?utm_content=209401709&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.sociallydetermined.com/carefirst-partnership?utm_campaign=General%20Website%20Inquiries&utm_content=209106972&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873

Top URLs in Tweet in G7:
[2] https://www.statnews.com/2022/05/31/factoring-in-patients-experiences-is-essential-for-moving-the-needle-on-health-disparities/
[2] https://academyhealth.org/blog/2022-05/exploring-data-populations-and-outcomes-regarding-social-determinants-health-arm-2022
[1] https://patientengagementhit.com/features/how-lyft-healthcare-changed-lanes-to-social-determinants-of-health-work
[1] https://www.vox.com/policy-and-politics/23057032/supreme-court-abortion-rights-roe-v-wade-state-aid?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.latimes.com/opinion/story/2022-05-03/op-ed-why-affirmative-action-bans-hurt-health-equity
[1] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[1] https://www.nytimes.com/2022/05/17/health/kidney-disease-black-americans.html?smid=tw-share
[1] https://www.newsweek.com/one-million-covid-19-deaths-searing-indictment-inequality-america-opinion-1706614
[1] https://patientengagementhit.com/features/considerations-for-social-determinants-of-health-screening-design
[1] https://www.americanprogress.org/article/the-behavioral-health-care-affordability-problem/

Top URLs in Tweet in G8:
[6] https://www.healthaffairs.org/membership?cookieSet=1
[2] https://mobile.nytimes.com/2016/02/13/health/disparity-in-life-spans-of-the-rich-and-the-poor-is-growing.html
[2] https://www.healthaffairs.org/membership?utm_medium=social&utm_source=twitter&utm_campaign=insider
[2] https://www.healthaffairs.org/membership-faqs?cookieSet=1
[1] https://www.theguardian.com/environment/2022/jun/01/we-cannot-adapt-our-way-out-of-climate-crisis-warns-leading-scientist
[1] https://twitter.com/brianrahmer/status/1529085963170992128
[1] https://twitter.com/brianrahmer/status/868160510944055296
[1] https://khn.org/news/energy-hog-hospitals-when-they-start-thinking-green-they-see-green/
[1] https://twitter.com/brianrahmer/status/1519295372824387586
[1] https://twitter.com/brianrahmer/status/1385212768324882433

Top URLs in Tweet in G9:
[4] https://www.ama-assn.org/practice-management/cpt/social-determinants-health-and-medical-coding-what-know?utm_source=twitter&utm_medium=social_ama&utm_term=6995883093&utm_campaign=Health+Solutions
[2] https://www.ama-assn.org/practice-management/cpt/social-determinants-health-and-medical-coding-what-know?utm_campaign=Curated%20Content%20Disparities%20&utm_content=208700729&utm_medium=social&utm_source=twitter&hss_channel=tw-1671235045
[2] https://ihpi.umich.edu/news/gen-z-wants-health-providers-ask-about-food-housing-safety-more
[2] https://go.vot-er.org/voting-SDoH?rb.routing.mode=proxy&rb.routing.signature=352613
[1] https://twitter.com/PEHealthIT/status/1532353871305134086
[1] https://patientengagementhit.com/news/food-security-program-addresses-sdoh-drives-healthy-behavior-change
[1] https://patientengagementhit.com/features/how-lyft-healthcare-changed-lanes-to-social-determinants-of-health-work
[1] https://patientengagementhit.com/news/community-health-coalition-takes-on-food-insecurity
[1] https://patientengagementhit.com/news/nyc-produce-prescription-program-to-combat-food-insecurity-sdoh
[1] https://patientengagementhit.com/news/younger-patients-want-social-determinants-of-health-screenings

Top URLs in Tweet in G10:
[2] https://drive.google.com/file/d/10LpioPSI5yok-u3Lsn-GWiLU9qAnyeEU/view?usp=sharing
[1] http://www.thenationshealth.org/content/52/3/1.1
[1] https://www.nytimes.com/2022/05/25/world/europe/gun-laws-australia-britain.html
[1] https://twitter.com/uicpublichealth/status/1528752619208024064
[1] https://twitter.com/PublicHealth/status/1529897948041162757
[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/

Top Domains
Top Domains in Tweet in Entire Graph:
[104] twitter.com
[74] justice.gov
[26] patientengagementhit.com
[20] twinybots.ch
[18] hitconsultant.net
[18] cmaj.ca
[17] healthcareitnews.com
[15] fiercehealthcare.com
[13] healthaffairs.org
[12] linkedin.com

Top Domains in Tweet in G1:
[17] cmaj.ca
[8] theglobeandmail.com
[2] cfp.ca
[2] twitter.com
[1] nytimes.com
[1] cbc.ca

Top Domains in Tweet in G2:
[21] justice.gov
[20] twitter.com
[9] patientengagementhit.com
[7] linkedin.com
[5] fiercehealthcare.com
[4] ama-assn.org
[3] managedhealthcareexecutive.com
[3] youtube.com
[3] healthcareitnews.com
[3] massblog.xyz

Top Domains in Tweet in G3:
[11] twitter.com
[4] linktr.ee
[2] t.me
[2] google.com
[1] tinkoff.ru
[1] happymodapk.ru

Top Domains in Tweet in G4:
[20] twinybots.ch
[18] hitconsultant.net
[6] healthpopuli.com
[3] twitter.com
[3] aspenideas.org
[2] fiercehealthcare.com
[2] neurons.ai
[2] healthblawg.com
[2] patientorator.com
[1] techjury.net

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[8] fiercehealthcare.com
[7] macpac.gov
[4] patientengagementhit.com
[3] sociallydetermined.com
[2] youtube.com
[2] lightbeamhealth.com
[1] medpagetoday.com
[1] aligningforhealth.org
[1] apple.com
[1] hcinnovationgroup.com

Top Domains in Tweet in G7:
[3] academyhealth.org
[3] twitter.com
[2] patientengagementhit.com
[2] statnews.com
[1] vox.com
[1] latimes.com
[1] propublica.org
[1] nytimes.com
[1] newsweek.com
[1] americanprogress.org

Top Domains in Tweet in G8:
[13] healthaffairs.org
[7] twitter.com
[2] nytimes.com
[1] theguardian.com
[1] khn.org
[1] bylinetimes.com
[1] bmj.com
[1] springer.com

Top Domains in Tweet in G9:
[8] patientengagementhit.com
[7] ama-assn.org
[4] nanthealth.com
[2] umich.edu
[2] vot-er.org
[1] twitter.com
[1] beckershospitalreview.com

Top Domains in Tweet in G10:
[2] google.com
[2] twitter.com
[1] thenationshealth.org
[1] nytimes.com
[1] cphno.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[642] sdoh
[158] healthequity
[79] healthcare
[65] health
[53] ai
[50] digitalhealth
[39] covid19
[38] maid
[38] publichealth
[27] fbi



Top Hashtags in Tweet in G1:
[38] maid
[20] covid19
[16] sdoh
[14] canadadisabilitybenefit
[13] indigenous
[7] cdnhealth
[4] cdnpoli
[4] poverty
[2] basicincome
[1] thedecibel

Top Hashtags in Tweet in G2:
[75] sdoh
[19] healthequity
[7] healthcare
[6] socialdeterminantsofhealth
[4] health
[4] publichealth
[3] patients
[3] valuebasedcare
[3] covid19
[3] bigdata

Top Hashtags in Tweet in G3:
[18] pathologic
[14] морутопия
[6] discoelysium
[4] pathologic2
[4] mermay_ua
[2] mermay
[2] jeanvicquemare
[2] maysketchaday
[2] lookingglassai
[2] mermay_ukraine2022

Top Hashtags in Tweet in G4:
[49] digitalhealth
[48] sdoh
[40] health
[39] healthequity
[31] healthcare
[24] digital
[21] ai
[19] publichealth
[13] riskanalytics
[13] itsm

Top Hashtags in Tweet in G5:
[2] moshang
[2] svsss

Top Hashtags in Tweet in G6:
[34] sdoh
[8] healthequity
[7] medicaid
[3] socialriskintelligence
[1] socialhealth
[1] healthit
[1] pophealth
[1] pressrelease
[1] accesstocare
[1] healthcareinnovation

Top Hashtags in Tweet in G7:
[28] sdoh
[13] healthequity
[4] pharmacoequity
[3] poverty
[3] arm22
[2] patientexperience
[2] foodinsecurity
[2] affirmativeaction
[2] mentalhealth
[2] universalbasicincome

Top Hashtags in Tweet in G8:
[25] sdoh
[21] hainsider
[21] healthcare
[9] healthequity
[8] pdoh
[4] vitalconditions
[4] hiap
[3] interdependence
[2] peoh
[2] cdoh

Top Hashtags in Tweet in G9:
[27] sdoh
[5] healthcare
[5] healthequity
[4] hainsider
[4] healthdisinformation
[1] patientexperience
[1] diet
[1] patientcareaccess
[1] lyfthealthcare
[1] foodinsecurity

Top Hashtags in Tweet in G10:
[9] icymi
[8] sdoh
[3] equity
[2] publichealth
[2] peace4publichealth
[2] racismisapublichealthcrisis
[1] datainaction
[1] foodinsecurity
[1] healthequity
[1] communityhealth

Top Words
Top Words in Tweet in Entire Graph:
[773] health
[642] #sdoh
[322] sdoh
[309] social
[282] не
[273] и
[236] care
[221] в
[200] determinants
[197] я

Top Words in Tweet in G1:
[129] picardonhealth
[53] once
[41] social
[39] very
[39] small
[39] meal
[39] day
[39] inflation
[39] soars
[39] canadians

Top Words in Tweet in G2:
[95] health
[75] #sdoh
[72] sdoh
[42] social
[33] determinants
[20] care
[19] data
[19] #healthequity
[19] more
[13] community

Top Words in Tweet in G3:
[159] не
[143] и
[129] в
[95] я
[82] что
[77] на
[60] а
[47] как
[43] это
[41] то

Top Words in Tweet in G4:
[60] health
[50] sdoh
[49] #digitalhealth
[48] #sdoh
[40] #health
[39] #healthequity
[37] ai
[33] lightbeam
[33] jvion
[32] solutions

Top Words in Tweet in G5:
[116] __sdoh
[64] akumallator
[58] и
[57] не
[38] я
[32] в
[31] mrsbackstab
[27] ты
[26] что
[25] а

Top Words in Tweet in G6:
[34] #sdoh
[22] health
[14] address
[11] carefirst
[11] social
[10] sdoh
[10] judgewren
[10] patients
[10] determinants
[9] outcomes

Top Words in Tweet in G7:
[28] #sdoh
[17] health
[13] #healthequity
[10] social
[9] healthbegins
[7] inequities
[7] great
[6] disparities
[6] care
[6] screening

Top Words in Tweet in G8:
[35] health
[26] income
[25] #sdoh
[25] events
[22] address
[21] #hainsider
[21] atheendar
[21] #healthcare
[20] health_affairs
[20] mortality

Top Words in Tweet in G9:
[39] health
[31] social
[27] #sdoh
[19] determinants
[14] medical
[12] amermedicalassn
[9] much
[8] paper
[8] myvoiceyouth
[7] reflection

Top Words in Tweet in G10:
[38] ajphthinktank
[31] amjpublichealth
[31] editor's
[31] choice
[31] peace
[31] fundamental
[23] determinant
[22] thrilled
[22] announce
[22] issue

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[178] determinants,health
[175] social,determinants
[78] health,equity
[67] public,health
[48] #sdoh,#healthequity
[46] long,term
[45] ai,sdoh
[45] primary,care
[42] health,health
[42] social,assistance

Top Word Pairs in Tweet in G1:
[39] very,small
[39] small,meal
[39] meal,once
[39] once,day
[39] day,inflation
[39] inflation,soars
[39] soars,canadians
[39] canadians,social
[39] social,assistance
[39] assistance,describe

Top Word Pairs in Tweet in G2:
[32] social,determinants
[30] determinants,health
[11] health,sdoh
[10] former,president
[10] ohio,man
[9] mental,health
[9] man,charged
[9] charged,aiding
[9] aiding,abetting
[9] abetting,plot

Top Word Pairs in Tweet in G3:
[10] что,то
[9] я,не
[9] и,не
[9] у,меня
[8] не,могу
[8] #морутопия,#pathologic
[7] потому,что
[6] мені,не
[6] не,сумно
[6] мне,в

Top Word Pairs in Tweet in G4:
[33] ai,sdoh
[29] lightbeam,health
[29] health,acquires
[29] acquires,jvion
[29] jvion,ai
[29] sdoh,solutions
[13] solutions,#itsm
[13] #itsm,#digital
[13] #digital,#digitalhealth
[13] #digitalhealth,#health

Top Word Pairs in Tweet in G5:
[17] vahazar,mrsbackstab
[14] akumallator,__sdoh
[13] __sdoh,mrsbackstab
[11] __sdoh,akumallator
[7] verdammt_bast,__sdoh
[7] __sdoh,victorkvert2008
[7] haesooswhore,thathorsi
[7] thathorsi,jaydenmybel0ved
[7] jaydenmybel0ved,highkeyoli
[7] theundany,daryafcb7

Top Word Pairs in Tweet in G6:
[10] social,determinants
[10] determinants,health
[9] health,outcomes
[9] address,#sdoh
[9] learn,more
[7] #sdoh,#healthequity
[7] icymi,macpac's
[7] macpac's,issue
[7] issue,brief
[7] brief,financing

Top Word Pairs in Tweet in G7:
[5] social,determinants
[5] determinants,health
[5] health,care
[5] #healthequity,#sdoh
[4] screening,#sdoh
[4] #sdoh,incredibly
[4] incredibly,important
[4] important,done
[4] done,correctly
[4] correctly,impact

Top Word Pairs in Tweet in G8:
[20] #healthcare,address
[20] address,income
[20] income,mortality
[20] mortality,gradient
[20] gradient,workforce
[20] workforce,society
[19] atheendar,#healthcare
[15] membership,provides
[15] provides,access
[15] virtual,events

Top Word Pairs in Tweet in G9:
[19] social,determinants
[19] determinants,health
[8] paper,myvoiceyouth
[7] health,medical
[7] reflection,social
[7] social,worker
[7] worker,talks
[7] talks,social
[7] health,inequality
[7] inequality,much

Top Word Pairs in Tweet in G10:
[31] editor's,choice
[31] peace,fundamental
[23] fundamental,determinant
[22] thrilled,announce
[22] announce,amjpublichealth
[22] amjpublichealth,editor's
[22] choice,issue
[22] issue,coming
[22] coming,soon
[22] soon,peace

Top Replied-To
Top Replied-To in Entire Graph:
@__sdoh
@akumallator
@mar_sdoh
@mandarin_sdoh
@quantumknife
@vahazar
@verdammt_bast
@theundany
@alkoparty92
@dama_v_abde

Top Replied-To in G1:
@geronursing
@richarlisa

Top Replied-To in G3:
@mar_sdoh
@quantumknife
@dama_v_abde
@alkoparty92
@_c40417
@punk_lemon
@apostatelehosum
@savepolyhendron
@nicetea__
@niospektral

Top Replied-To in G4:
@modrnhealthcr
@georgetownccf
@aclima
@medical_xpress
@guardianaus

Top Replied-To in G5:
@__sdoh
@akumallator
@vahazar
@verdammt_bast
@theundany
@darmindont
@tweedkepko
@dzvag
@lisaholera
@sanyamirage

Top Replied-To in G6:
@lightbeamhealth
@judgewren

Top Replied-To in G7:
@gero5

Top Replied-To in G8:
@_eric_reinhart
@atheendar
@larrymcneely1
@rasushrestha

Top Replied-To in G9:
@jacquicameron18
@elenadice1976
@nationalmed

Top Replied-To in G10:
@skneipp1

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@__sdoh
@kaykosmos
@akumallator
@mrsbackstab
@amjpublichealth
@ajphthinktank
@fbicincinnati
@health_affairs
@savepolyhendron

Top Mentioned in G1:
@picardonhealth
@kimchspr
@cmaj
@nightshiftmd
@epaultaylor
@globeandmail
@drscbrown
@hledelstein
@hanigsberg
@drmelpenner

Top Mentioned in G2:
@health_care_it

Top Mentioned in G3:
@savepolyhendron
@trappedwell
@_c40417
@dama_v_abde
@mar_sdoh
@__ratzzy
@kryulia7
@jukjujada
@wolfotyl
@timfr0st

Top Mentioned in G4:
@healthythinker
@foresight__usa
@abnermason
@silkelefay
@edelmanpr
@hitconsultant
@amazon
@awscloud
@toyinajayi
@rafaelmlopes

Top Mentioned in G5:
@__sdoh
@mrsbackstab
@akumallator
@daryafcb7
@the_ins_ru
@r1ght_now
@victorkvert2008
@haesooswhore
@thathorsi
@jaydenmybel0ved

Top Mentioned in G6:
@judgewren
@carefirst
@socdetermined
@epflcswccm
@harvardchandean
@aligning4health
@macpacgov
@drmermincdc
@julies
@jvionhealth

Top Mentioned in G7:
@healthbegins
@uressien
@statnews
@lpzimmerman
@sleotin
@chwnational
@amprog
@academyhealth
@drmonicapeek
@natrevgastrohep

Top Mentioned in G8:
@health_affairs
@atheendar
@brianrahmer
@mssinenomine
@sasmiram
@chatterjeepaula
@rwjf
@drvabe
@sweetaventuras
@pcori

Top Mentioned in G9:
@amermedicalassn
@myvoiceyouth
@aocuana
@um_ihpi
@health_affairs
@chang_tammy
@pehealthit
@nationalmed
@lyft
@nanthealth

Top Mentioned in G10:
@amjpublichealth
@ajphthinktank
@nationshealth
@publichealth
@stopdropout
@uicpublichealth
@whitehouse
@bglickstein
@metop_io
@lisacampbelldnp

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@jfsebastian146
@vonrosenchild
@jjj5819
@jilliemary
@carrybeyond
@convomf
@estarianne
@annoula64
@acecourtbot

Top Tweeters in G1:
@globeandmail
@basuashis
@jchilton666
@bugjudy
@vicgrams
@grandma_hockey
@nytopinion
@geewhizpat
@gies_greg
@meeganreadcbc

Top Tweeters in G2:
@memeorandum
@suriyasubraman
@eprnetwork
@border555
@joymcdmcdonald
@gate_15_analyst
@noctambulanta
@parkerrm39
@maryhofstette17
@mass_blog_

Top Tweeters in G3:
@tenka0o4
@fellvein
@the_77thelement
@urody
@rz00ms
@apostatelehosum
@radicrow
@nastty_llay
@sankuperis
@mirai_mizue

Top Tweeters in G4:
@chidambara09
@education_24x7
@washingtonpost
@botfemale
@guardianaus
@npr
@publichealthmap
@ainewsfeed
@wef
@physorg_com

Top Tweeters in G5:
@acecourtbot
@a_kapustin
@victorkvert2008
@milosev1c
@so05442711
@vazgenmkhitar
@lxvslnk
@the_ins_ru
@sergeenko_i
@vahazar

Top Tweeters in G6:
@pkanagaratnam
@susansternberg
@bethfratesmd
@andydrc
@keyharris
@judgewren
@nyclu
@spinitsocial
@epflcswccm
@minorityhealth

Top Tweeters in G7:
@mentalhealthbo5
@nytimes
@latimes
@newsweek
@librariesval
@voxdotcom
@propublica
@statnews
@amprog
@gero5

Top Tweeters in G8:
@estarianne
@joke2power
@cecalli_helper
@42_dolphins
@mssinenomine
@healthpolicygrp
@jhillport
@unlikelylass
@beadsland
@geoffberner

Top Tweeters in G9:
@monitor_ph
@hubbucket
@markquarter
@asifamhp
@lyft
@jo_hanna_jo
@beckershr
@amermedicalassn
@markybt
@rcpsych

Top Tweeters in G10:
@grbusinaro
@heartofcoyote
@drefleming7
@juliestellman3
@patriciafacquet
@bglickstein
@publichealth
@aaron_guest
@universalmaski2
@jfernandeznino


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