sdoh, Twitter, 5/22/2022 10:28:11 AM, 276813


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sdoh_2022-05-21_22-50-00.xlsx
sdoh_2022-05-21_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3wyG2mq
@startingupgood
@kaykosmos
@healthbegins
@statnews
@epflcswccm
@chidambara09
@uniteushq
@cmsgov
@ahahospitals
@picardonhealth

Top hashtags:
#sdoh
#healthequity
#primarycare
#homeless
#healthcare
#publichealth
#digitalhealth

Description:
Description
The graph represents a network of 2,429 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, 22 May 2022 at 05:52 UTC.

The requested start date was Sunday, 22 May 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, 7-hour, 37-minute period from Sunday, 08 May 2022 at 03:15 UTC to Friday, 20 May 2022 at 10:52 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 : 2429
Unique Edges : 1704
Edges With Duplicates : 3639
Total Edges : 5343
Number of Edge Types : 5
Retweet : 1491
MentionsInRetweet : 2050
Replies to : 231
Mentions : 936
Tweet : 635
Self-Loops : 652
Reciprocated Vertex Pair Ratio : 0.0531169310217632
Reciprocated Edge Ratio : 0.100875656742557
Connected Components : 351
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 697
Maximum Edges in a Connected Component : 1652
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.666278
Graph Density : 0.000484094240177211
Modularity : 0.525354
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,429 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, 22 May 2022 at 05:52 UTC.

The requested start date was Sunday, 22 May 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, 7-hour, 37-minute period from Sunday, 08 May 2022 at 03:15 UTC to Friday, 20 May 2022 at 10:52 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:
[18] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health
[8] https://adapadvocacyassociation.blogspot.com/2022/05/what-happens-when-homelessness-politics.html
[7] https://bostonu.zoom.us/webinar/register/WN_9AchID4kR8GBrKF995gRNw?timezone_id=America/New_York
[5] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[5] https://patientengagementhit.com/news/neighborhood-key-sdoh-drives-covid-19-racial-health-disparities
[5] https://www.healthcareitnews.com/news/how-advanced-analytics-can-help-solve-sdoh-problems?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.healthcareitnews.com/news/how-advanced-analytics-can-help-solve-sdoh-problems
[5] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.psychiatrictimes.com/view/physicians-point-to-sdoh-as-area-of-improvement-for-health-care
[4] https://www.croakey.org/housing-a-critical-determinant-of-health-on-the-election-agenda-in-fnq/

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/us-news/2022/may/15/us-public-health-healthcare-covid-society

Top URLs in Tweet in G2:
[7] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health
[5] https://www.healthcareitnews.com/news/how-advanced-analytics-can-help-solve-sdoh-problems?utm_source=dlvr.it&utm_medium=twitter
[3] https://bostonu.zoom.us/webinar/register/WN_9AchID4kR8GBrKF995gRNw?timezone_id=America/New_York
[3] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health?utm_source=dlvr.it&utm_medium=twitter
[3] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2791965?utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jamanetworkopen&utm_content=wklyforyou&utm_term=050622
[3] https://www.healthcareitnews.com/news/how-advanced-analytics-can-help-solve-sdoh-problems
[3] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[3] https://www.bravadohealth.com/2022/05/18/colonoscopy-challenges-managing-the-social-determinants-of-health-for-colorectal-cancer-screenings/
[2] https://thinc360.com/2022event/
[2] https://aiforhealth.news/2022/05/12/how-nlp-can-help-with-at-risk-patients-sdoh-and-pop-health-healthcare-it-news/

Top URLs in Tweet in G3:
[4] https://www.croakey.org/housing-a-critical-determinant-of-health-on-the-election-agenda-in-fnq/
[3] https://science.sciencemag.org/content/370/6522/eaay0214?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.croakey.org/on-election-eve-as-democracy-frays-hear-these-calls-for-action/
[2] https://www.croakey.org/rural-health-investigation-calls-for-whole-of-government-ownership-of-health-problems/
[2] https://www.croakey.org/lowitja-institute-outlines-key-election-priorities/
[1] https://nymag.com/intelligencer/2019/05/study-trump-tax-cuts-failed-growth-investment.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.abc.net.au/news/2022-05-08/australia-housing-and-rental-crisis/101032136
[1] https://twitter.com/ColvinKate/status/1523598012655755265
[1] https://theconversation.com/gambling-and-homelessness-in-older-age-hidden-and-overlooked-but-preventable-177066
[1] https://www.theguardian.com/australia-news/2022/may/14/a-failure-as-shameful-as-robodebt-leaves-questions-only-a-royal-commission-can-examine?CMP=Share_iOSApp_Other

Top URLs in Tweet in G4:
[1] https://twitter.com/I_adore17/status/1523712615125782528
[1] https://twitter.com/hangoratale/status/1525043647061843969
[1] https://twitter.com/NioSpektral/status/1525401988552396800
[1] https://twitter.com/BUgRvYoeWR5sVCl/status/1526992739350589440
[1] https://twitter.com/sir_Archet/status/1485535992773758976?t=wOyVwl_RHzsK-0zYXWp8Xw&s=19
[1] https://twitter.com/SataNastya_666/status/1461738069703413765?t=wOyVwl_RHzsK-0zYXWp8Xw&s=19

Top URLs in Tweet in G5:
[6] https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health
[4] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://medium.com/startingupgood/foundations-for-innovation-f3d61794384b
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/healthcareitnews-how-nlp-can-help-with-at-risk-patients-sdoh-and-pop-health/
[2] https://www.medigy.com/news/2022/05/09/healthcareitnews-social-determinants-of-health-may-help-predict-sepsis-readmission/
[2] http://out.faveeo.com/?url=https://www.healthcareitnews.com/news/how-nlp-can-help-risk-patients-sdoh-and-pop-health&vertical=healthcare&family=ai
[1] https://www.himss.org/resources/biden-administration-submits-budget-request-congress?utm_source=twitter&utm_medium=social&utm_campaign=policy
[1] https://www.mdpi.com/2072-6643/13/2/442
[1] https://lipidworld.biomedcentral.com/articles/10.1186/s12944-018-0795-4
[1] https://www.sciencedirect.com/science/article/pii/S0306453021001669

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=2UK7NrHOsmA&feature=youtu.be

[1] https://www.brookings.edu/blog/the-avenue/2021/05/05/how-tax-incentives-can-power-more-equitable-inclusive-growth/?p=1446053
[1] https://www.americanprogress.org/article/fact-sheet-top-10-ways-to-improve-health-and-health-equity/
[1] https://www.healthaffairs.org/do/10.1377/forefront.20220427.865970/#.YnQGDgZlyoQ.twitter
[1] https://www.theguardian.com/world/2022/may/10/us-major-cities-unaffordable-black-residents?CMP=share_btn_tw
[1] https://www.pbs.org/newshour/nation/how-an-algorithm-that-screens-for-child-neglect-could-harden-racial-disparities
[1] https://patientengagementhit.com/features/understanding-environment-climate-as-social-determinants-of-health
[1] https://www.statnews.com/2022/05/10/the-faces-of-covid/
[1] https://www.nytimes.com/2022/05/07/opinion/sunday/child-tax-credit-social-security.html?smid=tw-share
[1] https://www.washingtonpost.com/business/interactive/2022/hud-texas-disaster-discrimination/?utm_campaign=wp_post_most&utm_medium=email&utm_source=newsletter&wpisrc=nl_most&carta-url=https://s2.washingtonpost.com/car-ln-tr/36cff5c/627be0a5956121755a7332bc/624cb985983a96586d0157fd/37/72/627be0a5956121755a7332bc

Top URLs in Tweet in G7:
[3] https://uniteus.com/invest/
[2] https://us02web.zoom.us/webinar/register/5116523088266/WN_MZCBvCaaSvCOM0y2PQ5qWA
[2] https://docs.google.com/forms/d/e/1FAIpQLSdk-_AeLaOMz0qMlPNmpB_MO2_t9sjH-1DYof7qNFlYqc9sGQ/viewform
[1] https://www.managedhealthcareexecutive.com/view/positive-outcomes-for-sdoh-interventions-a-q-a-with-kate-sommerfeld?utm_content=208699753&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.sociallydetermined.com/resources/safegraph-sd-case-study?utm_campaign=General%20Website%20Inquiries&utm_content=207683670&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.sociallydetermined.com/resources/safegraph-sd-case-study?utm_campaign=General%20Website%20Inquiries&utm_content=208138124&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.forbes.com/sites/forbestechcouncil/2022/03/17/digital-equity-is-about-more-than-just-access-what-our-next-steps-should-be/?sh=53769a5b5681&utm_content=207362816&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.emarketer.com/content/payers-press-gas-on-social-determinant-of-health-investments-us-pushes-health-equity?utm_content=207353181&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://healthitanalytics.com/features/using-data-to-quantify-a-key-pandemic-sdoh-social-isolation?utm_content=208136976&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873
[1] https://www.sociallydetermined.com/resources/bright_spots_sdoh_integrating_social_care?utm_campaign=Bright%20Spots%20in%20Healthcare-April%202022%20Webinar&utm_content=208133941&utm_medium=social&utm_source=twitter&hss_channel=tw-844997444257615873

Top URLs in Tweet in G8:
[3] https://twitter.com/AAHD1/status/1527376293309841408
[3] https://www.joinallofus.org/
[3] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[2] https://www.cdc.gov/socialdeterminants/about.html
[2] https://patientengagementhit.com/news/neighborhood-key-sdoh-drives-covid-19-racial-health-disparities
[2] https://www.psychiatrictimes.com/view/physicians-point-to-sdoh-as-area-of-improvement-for-health-care
[2] https://patientengagementhit.com/news/how-federal-policymaking-addresses-sdoh-food-security
[1] https://www.cdc.gov/nchhstp/socialdeterminants/faq.html#what-are-social-determinants
[1] https://www.americanprogress.org/article/investing-home-community-based-care-coronavirus-pandemic-future-disasters/
[1] https://www.sciencedaily.com/releases/2022/05/220511085724.htm

Top URLs in Tweet in G9:
[2] Matter
[1] https://www.healthcareitnews.com/news/how-advanced-analytics-can-help-solve-sdoh-problems?utm_content=208630825&utm_medium=social&utm_source=twitter&hss_channel=tw-575581385
[1] https://www.fiercehealthcare.com/regulatory/cms-releases-health-equity-strategy-centering-outreach-data-collection?utm_campaign=Gray
[1] Social&utm_content=206039105&utm_medium=social&utm_source=twitter&hss_channel=tw-1684072178
[1] https://patientengagementhit.com/features/understanding-environment-climate-as-social-determinants-of-health?utm_campaign=Gray
[1] Social&utm_content=207210156&utm_medium=social&utm_source=twitter&hss_channel=tw-1684072178
[1] https://twitter.com/Brystana/status/1525507436609622016
[1] https://www.jacc.org/doi/10.1016/j.jacc.2021.06.017?utm_medium=email_newsletter&utm_source=jacc&utm_campaign=toc&utm_content=20211206&
[1] https://okt.to/P4d8lz
[1] https://okt.to/bzqgNu

Top Domains
Top Domains in Tweet in Entire Graph:
[98] twitter.com
[39] healthcareitnews.com
[22] patientengagementhit.com
[20] justice.gov
[16] croakey.org
[13] zoom.us
[10] medium.com
[9] healthpopuli.com
[9] blogspot.com
[8] managedhealthcareexecutive.com

Top Domains in Tweet in G1:
[1] theguardian.com

Top Domains in Tweet in G2:
[20] healthcareitnews.com
[11] twitter.com
[7] justice.gov
[6] patientengagementhit.com
[4] health.gov
[4] zoom.us
[4] jamanetwork.com
[3] medecision.com
[3] bravadohealth.com
[2] linkedin.com

Top Domains in Tweet in G3:
[15] croakey.org
[7] twitter.com
[3] sciencemag.org
[2] theconversation.com
[2] org.au
[2] com.au
[1] nymag.com
[1] net.au
[1] theguardian.com
[1] johnmenadue.com

Top Domains in Tweet in G4:
[6] twitter.com

Top Domains in Tweet in G5:
[10] medium.com
[7] healthcareitnews.com
[4] healthblawg.com
[4] medigy.com
[3] sciencedirect.com
[2] faveeo.com
[1] himss.org
[1] mdpi.com
[1] biomedcentral.com
[1] iqvia.com

Top Domains in Tweet in G6:
[2] nytimes.com
[2] thenation.com
[2] youtube.com
[1] brookings.edu
[1] americanprogress.org
[1] healthaffairs.org
[1] theguardian.com
[1] pbs.org
[1] patientengagementhit.com
[1] statnews.com

Top Domains in Tweet in G7:
[4] managedhealthcareexecutive.com
[4] linkedin.com
[3] sociallydetermined.com
[3] uniteus.com
[3] patientengagementhit.com
[2] zoom.us
[2] risehealth.org
[2] twitter.com
[2] creditforcaring.com
[2] google.com

Top Domains in Tweet in G8:
[6] joinallofus.org
[6] patientengagementhit.com
[4] twitter.com
[3] cdc.gov
[3] healthit.gov
[2] psychiatrictimes.com
[1] americanprogress.org
[1] sciencedaily.com
[1] thenationshealth.org
[1] nbcnews.com

Top Domains in Tweet in G9:
[3] fiercehealthcare.com
[3] okt.to
[2] medpagetoday.com
[1] healthcareitnews.com
[1] patientengagementhit.com
[1] twitter.com
[1] jacc.org
[1] qhr.com
[1] medcitynews.com
[1] hcinnovationgroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[751] sdoh
[140] healthequity
[68] primarycare
[59] homeless
[49] healthcare
[41] publichealth
[39] digitalhealth
[36] ausvoteshealth2022
[30] рпп
[30] poverty



Top Hashtags in Tweet in G1:
[1] medicareforall

Top Hashtags in Tweet in G2:
[93] sdoh
[20] healthequity
[13] healthcare
[6] health
[5] populationhealth
[5] medicaid
[4] socialdeterminantsofhealth
[4] patientengagement
[4] mentalhealth
[4] healthcareaccess

Top Hashtags in Tweet in G3:
[45] sdoh
[35] ausvoteshealth2022
[11] theelectionreport
[6] cubs
[6] comprehensiveuniversalbehavioralscreening
[6] sharedfacts
[5] suicideprevention
[5] ranzcp2022
[4] socialdeterminantsofhealth
[4] mentalhealth

Top Hashtags in Tweet in G4:
[6] pathologic
[6] морутопия
[6] eurovision
[4] ukrart
[4] midjourney
[4] aiart
[4] maysketchaday
[3] savemariupol
[2] thepromisedneverland
[2] oilpainting

Top Hashtags in Tweet in G5:
[74] sdoh
[36] healthequity
[30] digitalhealth
[23] publichealth
[20] globalhealth
[18] startingupgood
[14] primaryhealthcare
[14] ncds
[13] himss22
[13] accesstocare

Top Hashtags in Tweet in G6:
[27] sdoh
[19] racism
[6] healthequity
[4] hdpulse
[4] segregation
[3] systemicracism
[2] publichealth
[2] housing
[2] black
[2] climatechange

Top Hashtags in Tweet in G7:
[41] sdoh
[7] nurses
[6] nursesweek
[6] publichealth
[5] traumainformed
[4] healthequity
[4] accesstocare
[4] interprofessionalimpact
[3] healthcare
[3] telehealth

Top Hashtags in Tweet in G8:
[40] sdoh
[13] gaadchat
[8] dyk
[4] joinallofus
[3] community
[3] nehimss
[2] healthcare
[2] insights
[2] socialdeterminantsofhealth
[2] strategies

Top Hashtags in Tweet in G9:
[35] sdoh
[12] healthequity
[10] qcor22
[4] pophealth
[4] healthit
[3] medicare
[3] hospitals
[3] healthcare
[2] hf
[2] teambasedcare

Top Hashtags in Tweet in G10:
[59] sdoh
[59] primarycare
[59] homeless

Top Words
Top Words in Tweet in Entire Graph:
[1595] health
[1088] care
[750] #sdoh
[573] equity
[526] community
[497] public
[493] covid
[491] under
[479] control
[477] long

Top Words in Tweet in G1:
[936] care
[936] health
[469] usa
[468] covid
[468] under
[468] control
[468] underfunding
[468] primary
[468] long
[468] term

Top Words in Tweet in G2:
[108] health
[93] #sdoh
[85] sdoh
[36] social
[31] patients
[29] help
[26] learn
[26] care
[24] more
[23] determinants

Top Words in Tweet in G3:
[53] melissasweetdr
[45] #sdoh
[36] housing
[35] #ausvoteshealth2022
[35] health
[25] croakeynews
[22] people
[19] year
[17] election
[17] importance

Top Words in Tweet in G4:
[142] в
[121] не
[120] и
[101] я
[75] на
[64] что
[54] а
[52] mar_sdoh
[48] то
[45] с

Top Words in Tweet in G5:
[74] #sdoh
[36] #healthequity
[30] #digitalhealth
[24] health
[23] #publichealth
[20] #globalhealth
[18] himss
[18] #startingupgood
[16] help
[16] silkelefay

Top Words in Tweet in G6:
[45] health
[29] healthbegins
[27] #sdoh
[21] communities
[20] died
[19] decades
[19] degraded
[19] entrenched
[19] medical
[19] #racism

Top Words in Tweet in G7:
[41] #sdoh
[21] health
[17] sdoh
[12] sign
[10] learn
[10] today
[9] address
[9] needs
[9] mental
[8] help

Top Words in Tweet in G8:
[69] health
[40] #sdoh
[32] social
[30] determinants
[23] people
[21] sdoh
[16] research
[15] conditions
[14] allofusresearch
[14] data

Top Words in Tweet in G9:
[35] #sdoh
[18] food
[17] health
[14] modeldoc
[12] #healthequity
[10] care
[10] cmsgov
[10] #qcor22
[9] sdoh
[8] quality

Top Words in Tweet in G10:
[59] #sdoh
[59] #primarycare
[59] story
[59] back
[59] diagnosed
[59] #homeless
[59] patient
[59] mine
[59] diabetes
[59] hba1c

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[534] health,equity
[487] public,health
[481] health,health
[474] long,term
[473] primary,care
[472] care,community
[471] covid,under
[471] under,control
[471] control,usa
[471] usa,underfunding

Top Word Pairs in Tweet in G1:
[468] covid,under
[468] under,control
[468] control,usa
[468] usa,underfunding
[468] underfunding,primary
[468] primary,care
[468] care,long
[468] long,term
[468] term,care
[468] care,community

Top Word Pairs in Tweet in G2:
[23] social,determinants
[22] determinants,health
[12] risk,patients
[11] learn,more
[11] help,risk
[11] patients,sdoh
[11] sdoh,pop
[11] pop,health
[10] nlp,help
[8] advanced,analytics

Top Word Pairs in Tweet in G3:
[13] croakey,#ausvoteshealth2022
[13] #ausvoteshealth2022,zoom
[13] zoom,analysis
[13] analysis,alisonverhoeven
[13] alisonverhoeven,importance
[13] importance,poverty
[13] poverty,housing
[13] housing,health
[12] lrussellwolpe,croakey
[12] health,linkag

Top Word Pairs in Tweet in G4:
[10] я,не
[9] у,меня
[9] что,то
[8] не,знаю
[7] кто,нибудь
[6] я,так
[6] есть,ли
[6] даже,если
[6] что,я
[6] #pathologic,#морутопия

Top Word Pairs in Tweet in G5:
[11] #housing,#sdoh
[10] #sdoh,#publichealth
[10] risk,patients
[9] help,risk
[8] podcast,lynn
[8] lynn,barr
[8] barr,founder
[8] founder,caravan
[8] caravan,health
[8] health,chief

Top Word Pairs in Tweet in G6:
[19] died,communities
[19] communities,decades
[19] decades,health
[19] health,degraded
[19] degraded,entrenched
[19] entrenched,medical
[19] medical,#racism
[19] #racism,environmental
[18] healthbegins,died
[18] environmental,injust

Top Word Pairs in Tweet in G7:
[7] #sdoh,needs
[6] health,equity
[6] mental,health
[6] today,marks
[6] marks,first
[6] first,day
[6] day,#nursesweek
[6] #nursesweek,apha
[6] apha,nursing
[6] nursing,celebrates

Top Word Pairs in Tweet in G8:
[29] social,determinants
[28] determinants,health
[9] conditions,people
[9] people,born
[9] born,grow
[9] grow,live
[9] live,work
[9] work,age
[8] health,conditions
[7] age,#sdoh

Top Word Pairs in Tweet in G9:
[6] food,rx
[5] iamritu,modeldoc
[5] modeldoc,race
[5] race,ethnicity
[5] ethnicity,#sdoh
[5] #sdoh,circaha
[5] circaha,use
[5] use,standardized
[5] standardized,tools
[5] tools,help

Top Word Pairs in Tweet in G10:
[59] #sdoh,#primarycare
[59] #primarycare,story
[59] story,back
[59] back,diagnosed
[59] diagnosed,#homeless
[59] #homeless,patient
[59] patient,mine
[59] mine,diabetes
[59] diabetes,hba1c
[58] timandersonmd,#sdoh

Top Replied-To
Top Replied-To in Entire Graph:
@mar_sdoh
@alkoparty92
@mandarin_sdoh
@quantumknife
@snovo_sdoh
@dama_v_abde
@savepolyhendron
@grieflovesyou
@aahd1
@gook_sdoh

Top Replied-To in G3:
@coopesdetat
@pleasure_lab
@normanswan
@greghuntmp

Top Replied-To in G4:
@mar_sdoh
@alkoparty92
@quantumknife
@dama_v_abde
@savepolyhendron
@grieflovesyou
@kunaylan
@nicetea__
@neko_mmunist
@punk_lemon

Top Replied-To in G5:
@johnshopkinssph
@bmj_latest

Top Replied-To in G7:
@mahealthforkids

Top Replied-To in G8:
@aahd1
@sarcandes
@onc_healthit

Top Replied-To in G9:
@gradyhealth
@iamritu
@modeldoc
@rkwadhera
@gimapreceptor
@cmsgov

Top Mentioned
Top Mentioned in Entire Graph:
@kaykosmos
@timandersonmd
@melissasweetdr
@picardonhealth
@healthbegins
@rzchipmd
@croakeynews
@quinncy
@natrevgastrohep
@numbcat9

Top Mentioned in G1:
@kaykosmos

Top Mentioned in G2:
@providertechus
@benestarsl

Top Mentioned in G3:
@melissasweetdr
@croakeynews
@coopesdetat
@alisonverhoeven
@acoss
@lrussellwolpe
@change_record
@cassandragoldie
@baumfran
@sacoss

Top Mentioned in G4:
@savepolyhendron
@gayterprises
@artindetails
@dama_v_abde
@mar_sdoh
@alkoparty92
@lararavellovesu
@peaceplease____
@bbspiinchh
@grieflovesyou

Top Mentioned in G5:
@himss
@silkelefay
@startingupgood
@healthitnews
@theviveevent
@hlthevent
@ciochime
@siwickihealthit
@atreja
@gawandeusaid

Top Mentioned in G6:
@healthbegins
@oni_blackstock
@juliaraifman
@bhrenton
@rwjf
@healthgov
@nimhd
@amogletreephd
@hhs_ash
@publichealthumn

Top Mentioned in G7:
@epflcswccm
@aphaphn
@socdetermined
@chrankings
@judgewren
@do
@promedicahealth
@safegraph
@risehlth
@cms

Top Mentioned in G8:
@allofusresearch
@nationshealth
@amjpublichealth
@aahd1
@cdcgov
@pehealthit
@thegravityproj
@newenglandhimss
@psychtimes
@onc_healthit

Top Mentioned in G9:
@modeldoc
@cmsgov
@iamritu
@circaha
@erinmichos
@fiercehealth
@rkwadhera
@jennlewey
@drambe
@cchristmcolleen

Top Mentioned in G10:
@timandersonmd

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@chidambara09
@robinsnewswire
@rjber15
@britpoptarts
@mulher_noticia
@miguelhilargiak
@lehimesa
@dancas2
@3wombats

Top Tweeters in G1:
@rjber15
@mulher_noticia
@miguelhilargiak
@dancas2
@kak089
@pollsstar
@jjj5819
@b1e56df9ce6549f
@bronxfanatic
@lllwry

Top Tweeters in G2:
@robinsnewswire
@420hotdogs
@joymcdmcdonald
@blogtech12
@laprovence
@cancergeek
@mbalter
@mwenrelenaomi
@sex_abuse_news
@aynrand_is_dead

Top Tweeters in G3:
@3wombats
@asher_wolf
@ketaminh
@daveyk317
@allentien
@mentalhealthbo5
@jrehnj
@mariecolemanao
@melissasweetdr
@sandra_united

Top Tweeters in G4:
@husnizhne
@j0estar
@cheattheprophet
@the_77thelement
@apostatelehosum
@xopyc_akcimand
@womanspiration
@lukavata_fack
@elliottblackwe3
@alkoparty92

Top Tweeters in G5:
@chidambara09
@caring_mobile
@pyscalellc
@b0tsci
@supplychainsn
@infonomicsinc
@scicommbot
@publichealthbot
@trab_bot
@eprado_melo

Top Tweeters in G6:
@guardian
@tottenbill
@digyoursoul
@nytimes
@washingtonpost
@imagine_garden
@flamingogrrl
@newshour
@charada1957
@thenation

Top Tweeters in G7:
@cultiv8hope
@dwatchnews
@forbes
@thatvdovault
@publichealthmap
@goldenerin
@robincogan
@andydrc
@judgewren
@drhowardliu

Top Tweeters in G8:
@nbcnews
@drnewbold
@rosario_strano
@axios
@randcorporation
@sciencedaily
@onc_healthit
@indyspiritus
@cdcgov
@eunicee62945638

Top Tweeters in G9:
@cybazesocial
@healthpolicybot
@vietheartpa
@iamritu
@healthitanswers
@medpagetoday
@medcitynews
@gina_lundberg
@erinmichos
@ktamirisamd

Top Tweeters in G10:
@pearlfectchassi
@healthpolicygrp
@paula_span
@soumya_goblue
@rooflesser
@gpr_callaway
@mahonebaymyers
@halifaxdee
@kbibbinsdomingo
@kellymdoran