sdoh, Twitter, 2/6/2022 11:49:47 AM, 271458


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sdoh_2022-02-05_22-52-16.xlsx
sdoh_2022-02-05_22-52-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2022
Short Description:
sdoh via NodeXL https://bit.ly/3ru3GxQ
@epflcswccm
@dermhag
@healthbegins
@jlschilling22
@gdh68601756
@pehealthit
@globalhealthbot
@abnermason
@nimhd
@wacp06

Top hashtags:
#sdoh
#healthequity
#publichealth
#рпп
#smfm22
#health
#healthcare
#globalhealth
#housing

Description:
Description
The graph represents a network of 2,305 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, 06 February 2022 at 06:56 UTC.

The requested start date was Sunday, 06 February 2022 at 01:01 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, 9-hour, 36-minute period from Sunday, 23 January 2022 at 01:40 UTC to Friday, 04 February 2022 at 11:16 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 : 2305
Unique Edges : 1986
Edges With Duplicates : 3399
Total Edges : 5385
Number of Edge Types : 5
Replies to : 398
Retweet : 1157
MentionsInRetweet : 1669
Tweet : 996
Mentions : 1165
Self-Loops : 1009
Reciprocated Vertex Pair Ratio : 0.0523882896764253
Reciprocated Edge Ratio : 0.0995607613469985
Connected Components : 347
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 965
Maximum Edges in a Connected Component : 2321
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.483786
Graph Density : 0.00051443118823813
Modularity : 0.514786
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,305 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, 06 February 2022 at 06:56 UTC.

The requested start date was Sunday, 06 February 2022 at 01:01 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, 9-hour, 36-minute period from Sunday, 23 January 2022 at 01:40 UTC to Friday, 04 February 2022 at 11:16 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:
[34] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[14] https://interprofessionalinsights.com/2022/01/24/5-ways-to-use-sdoh-and-mh-data-to-advance-your-advocacy%ef%bf%bc/
[14] https://ucsf.zoom.us/meeting/register/tJAqcu2pqzovHdAtK5ESNWxQdAh7CVc0t2NN
[12] https://interprofessionalinsights.com/
[12] https://www.justice.gov/usao-sdoh/pr/westerville-man-sentenced-25-years-prison-sexually-exploiting-5-year-old
[11] https://healthcarenowradio.airtime.pro/
[9] https://healthpayerintelligence.com/news/how-employers-can-address-employee-needs-social-determinants
[8] https://patientengagementhit.com/news/how-pharmacists-can-help-address-social-determinants-of-health
[8] https://www.croakey.org/the-crisis-in-regional-journalism-why-its-a-big-health-concern-and-some-suggested-solutions/
[8] https://nccdh.ca/images/uploads/comments/Digital-equity-in-health-services-Practice-brief_EN.pdf

Top URLs in Tweet in G1:
[2] https://disney-studios-awards.s3.amazonaws.com/luca/books/flipH45pEt23wR/index.html
[2] https://www.artstation.com/artwork/X1PKwy
[2] https://m.vk.com/cringechrischitos
[2] https://found.ee/elswhr
[2] http://www.colorlesscomic.com/comic/page-794/
[1] https://twitter.com/mandarin_sdoh/status/1486315990568812544
[1] https://twitter.com/laeswrld/status/1488307713486598144
[1] https://twitter.com/flIannery/status/1488554768834437128
[1] https://twitter.com/mandarin_sdoh/status/1489263041468194833
[1] https://twitter.com/ritsu_despair/status/1489243850120077312

Top URLs in Tweet in G2:
[14] https://interprofessionalinsights.com/2022/01/24/5-ways-to-use-sdoh-and-mh-data-to-advance-your-advocacy%ef%bf%bc/
[12] https://interprofessionalinsights.com/
[7] https://patientengagementhit.com/news/how-pharmacists-can-help-address-social-determinants-of-health
[4] https://us06web.zoom.us/webinar/register/WN_6NVaazdrT4mYKhx4b0Bi2Q
[4] https://www.pqaalliance.org/sdoh-resource-guide
[4] 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
[3] https://patientengagementhit.com/news/cvs-health-invests-6.5m-in-housing-social-determinants-of-health
[3] https://www.pqaalliance.org/index.php?option=com_dailyplanetblog&view=entry&year=2022&month=01&day=17&id=123:q-a-with-richard-schmitz-on-pqa-s-new-sdoh-resource-guide
[3] https://drugstorenews.com/pqa-rolls-out-social-determinants-health-resource-guide
[2] https://issuu.com/pqaalliance/docs/pqa_sdoh_resource_guide

Top URLs in Tweet in G3:
[34] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[1] https://www.acponline.org/acp_policy/letters/joint_response_to_healthy_future_task_force_security_request_for_information_jan_2022.pdf
[1] https://bmcmededuc.biomedcentral.com/articles/10.1186/s12909-022-03102-6
[1] https://mahealthdata.org/event-4622842

Top URLs in Tweet in G4:
[5] https://www.vibrenthealth.com/contact-us/
[4] https://www.vibrenthealth.com/
[3] https://westat.zoomgov.com/webinar/register/WN_ckEw32iORU68jMMFPtkqeg
[3] https://www.bravadohealth.com/2022/01/26/overcoming-language-and-literacy-barriers-identifying-sdoh-factors-for-improved-surgical-outcomes/?utm_campaign=learn_how_a_personal_surg&utm_source=twitter&utm_medium=social&utm_content=tw
[3] https://cloudmedxhealth.com/product-solutions/sdoh-explorer/
[3] https://www.careinnovations.org/resources/tackling-sdoh/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://twitter.com/docmilller/status/1485994081306169351
[2] https://www.northcarolinahealthnews.org/2022/01/26/local-patients-werent-showing-up-to-their-appointments-so-the-hospital-offered-them-a-ride/
[2] https://www.ajmc.com/view/sdoh-induced-changes-to-gut-microbiome-could-contribute-to-racial-disparities-in-t2d
[2] https://us02web.zoom.us/webinar/register/6116396670437/WN_B8iAQ-bySk2N31VXu8KzeQ

Top URLs in Tweet in G5:
[2] https://matsuka050.lofter.com/post/4c1ad41a_1cc3f51c9
[1] https://twitter.com/gidrium/status/1487363122465755140

Top URLs in Tweet in G6:
[3] https://debeaumont.org/news/2019/meeting-individual-social-needs-falls-short-of-addressing-social-determinants-of-health/
[2] https://www.news5cleveland.com/local-news/help-wanted-ohio/metrohealth-launches-dental-assistance-apprentice-program-with-free-tuition-and-salary
[1] https://journals.lww.com/jphmp/Fulltext/2022/01001/Community_Resilience__A_Dynamic_Model_for_Public.5.aspx#
[1] https://journals.lww.com/lww-medicalcare/Abstract/2022/02000/Association_of_Social_Determinants_of_Health_With.2.aspx
[1] https://journals.lww.com/lww-medicalcare/Abstract/2022/02000/Disparities_of_Access,_Use,_and_Barriers_to.3.aspx#
[1] https://pubmed.ncbi.nlm.nih.gov/33021164/
[1] https://www.youtube.com/watch?v=tTfAP_K2c5A&feature=youtu.be

[1] https://www.healthypeople.gov/2020/topics-objectives/topic/social-determinants-health/interventions-resources
[1] https://www.canada.ca/en/public-health/services/health-promotion/population-health/what-determines-health.html

Top URLs in Tweet in G7:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.mayoclinicproceedings.org%2Farticle%2FS0025-6196%2821%2900649-2%2Ffulltext&rc=0
[4] Matter
[1] https://physiciansfoundation.org/social-drivers-of-health/
[1] https://twitter.com/Health_Affairs/status/1489329195473907718
[1] https://www.ahajournals.org/doi/full/10.1161/JAHA.121.022837?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/10.1002/oby.23336?cookieSet=1
[1] https://www.acc.org/Latest-in-Cardiology/Articles/2022/01/31/18/12/Whats-New-in-the-2021-ESC-Guidelines-on-CVD-Prevention?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[1] https://www.acc.org/Latest-in-Cardiology/Articles/2022/01/24/01/01/42/Number-Check-Health-Equity-The-Impact-of-Social-Determinants?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[1] https://www.healthleadersmedia.com/clinical-care/physicians-foundation-pursuing-social-drivers-health-agenda?utm_campaign=Gray
[1] Social&utm_content=195442475&utm_medium=social&utm_source=twitter&hss_channel=tw-1684072178

Top URLs in Tweet in G8:
[2] https://www.usnews.com/education/blogs/medical-school-admissions-doctor/articles/social-determinants-of-health-what-premeds-should-know?src=usn_tw
[2] https://bma.norc.org/
[1] https://www.nytimes.com/2022/01/19/climate/children-climate-change.html?smid=tw-share
[1] https://www.usnews.com/news/health-news/articles/2022-01-11/study-opioid-deaths-have-surged-among-older-black-men?src=usn_tw
[1] https://www.forbes.com/sites/billfrist/2022/01/11/a-call-for-data-equity-using-pandemic-data-mishaps-to-improve-health-outcomes/
[1] https://thehill.com/opinion/healthcare/590394-your-health-and-you-thought-climate-change-was-not-about-you
[1] https://www.buzzfeednews.com/article/katiecamero/covid-treatment-inequality?utm_source=dynamic&utm_campaign=bfsharetwitter
[1] https://jamanetwork.com/journals/jama/fullarticle/2788483?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012722#.YfLYtrSo-K0.twitter
[1] https://www.thenation.com/article/society/covid-homelessness-science/
[1] https://www.thenation.com/article/society/housing-homelessness-pandemic/

Top URLs in Tweet in G9:
[5] https://pubmed.ncbi.nlm.nih.gov/32425457/
[4] https://production-tcf.imgix.net/app/uploads/2022/01/26125931/TCF-Fact-Sheets-Social-Determinants-For-Moms-Act2.pdf
[3] https://ilpqc.org/birthequity/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7104722/
[2] https://www.nimhd.nih.gov/about/overview/research-framework/nimhd-framework.html
[2] https://twitter.com/astuebe/status/1488514535602507781
[1] https://www.theatlantic.com/health/archive/2021/10/how-public-health-took-part-its-own-downfall/620457/
[1] https://pubmed.ncbi.nlm.nih.gov/33812809/
[1] https://journals.sagepub.com/doi/full/10.1177/10901981211043117?casa_token=IYUWZ7Dz0B4AAAAA%3Awh5q9dSpUaP0diAU_AWKZLcDVLGEMeP9ArsQQLmvgSv9JVjkt_chg3CSEV5g9FO1NDeOO2z5h1O0
[1] https://www.ucpress.edu/book/9780520268951/reproducing-race

Top URLs in Tweet in G10:
[11] https://healthcarenowradio.airtime.pro/
[2] https://www.healthcarenowradio.com/new-on-demand-episodes-2-1-22/
[2] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.healthit.gov/buzz-blog/interoperability/2022-isa-reference-edition-now-available
[1] https://www.mdlinx.com/article/how-doctors-can-address-health-inequity-through-sdoh/5mb6wApnf70inWI5A0tVcb
[1] https://www.nytimes.com/2022/01/24/us/politics/child-tax-credit-brain-function.html
[1] https://twitter.com/KFF/status/1488569589441179651
[1] https://academic.oup.com/jamia/article/29/2/364/6422480
[1] https://khn.org/news/article/american-diagnosis-episode-1-on-the-navajo-nation-root-causes-complicated-the-covid-fight/
[1] https://www.floridatrend.com/article/33001/lawmakers-look-to-boost-broadband-in-rural-areas

Top Domains
Top Domains in Tweet in Entire Graph:
[157] twitter.com
[46] linkedin.com
[35] justice.gov
[28] interprofessionalinsights.com
[26] patientengagementhit.com
[21] nih.gov
[21] zoom.us
[12] healthcareitnews.com
[11] airtime.pro
[11] pqaalliance.org

Top Domains in Tweet in G1:
[8] twitter.com
[2] amazonaws.com
[2] artstation.com
[2] vk.com
[2] found.ee
[2] colorlesscomic.com
[1] org.pl
[1] jagal-beidak.art
[1] toyhou.se
[1] novayagazeta.ru

Top Domains in Tweet in G2:
[28] interprofessionalinsights.com
[19] patientengagementhit.com
[16] twitter.com
[11] pqaalliance.org
[6] linkedin.com
[5] healthcareitnews.com
[4] risehealth.org
[4] zoom.us
[4] insider.com
[3] drugstorenews.com

Top Domains in Tweet in G3:
[34] linkedin.com
[1] acponline.org
[1] biomedcentral.com
[1] mahealthdata.org

Top Domains in Tweet in G4:
[27] twitter.com
[9] vibrenthealth.com
[6] justice.gov
[5] healthcareitnews.com
[5] linkedin.com
[4] bravadohealth.com
[4] patientengagementhit.com
[3] zoomgov.com
[3] cloudmedxhealth.com
[3] careinnovations.org

Top Domains in Tweet in G5:
[2] lofter.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] lww.com
[3] debeaumont.org
[2] news5cleveland.com
[1] nih.gov
[1] youtube.com
[1] healthypeople.gov
[1] canada.ca

Top Domains in Tweet in G7:
[5] elsevierhealth.com
[2] twitter.com
[2] acc.org
[2] healthleadersmedia.com
[2] medcitynews.com
[1] physiciansfoundation.org
[1] ahajournals.org
[1] wiley.com
[1] medicalxpress.com
[1] bhbusiness.com

Top Domains in Tweet in G8:
[3] usnews.com
[3] thehill.com
[3] norc.org
[2] forbes.com
[2] thenation.com
[2] nbcnews.com
[1] nytimes.com
[1] buzzfeednews.com
[1] jamanetwork.com
[1] co.uk

Top Domains in Tweet in G9:
[14] nih.gov
[4] imgix.net
[3] ilpqc.org
[3] twitter.com
[1] theatlantic.com
[1] sagepub.com
[1] ucpress.edu
[1] ed.gov
[1] linkedin.com
[1] thedp.com

Top Domains in Tweet in G10:
[11] airtime.pro
[6] twitter.com
[2] healthcarenowradio.com
[2] healthblawg.com
[2] healthit.gov
[1] mdlinx.com
[1] nytimes.com
[1] oup.com
[1] khn.org
[1] floridatrend.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[819] sdoh
[177] healthequity
[73] publichealth
[68] рпп
[64] smfm22
[63] health
[55] healthcare
[45] globalhealth
[41] housing
[41] covid19



Top Hashtags in Tweet in G1:
[8] fnaf
[6] characterdesign
[4] jinx
[4] arcane
[4] 原神
[4] genshinimpact
[4] warriorcats
[2] aceattorney
[2] arcanefanart
[2] imago

Top Hashtags in Tweet in G2:
[135] sdoh
[34] healthequity
[13] healthcare
[12] pharmacists
[11] traumainformed
[9] integratedcare
[9] dei
[9] publichealth
[8] sdomh
[7] ai

Top Hashtags in Tweet in G3:
[7] sdoh
[2] dei
[2] fmrevolution
[2] fmrising
[1] ppe
[1] covid19vaccination
[1] covid19treatment
[1] meded
[1] bioethics
[1] globalhealth

Top Hashtags in Tweet in G4:
[94] sdoh
[15] healthequity
[11] socialdeterminantsofhealth
[9] vibrent
[6] covid19
[6] health
[6] healthcare
[5] valuebasedcare
[4] healthliteracy
[3] mentalhealth

Top Hashtags in Tweet in G5:
[35] genshinimpact
[14] childe
[13] chilumi
[11] lumine
[11] tartaglia
[10] diluc
[9] 原神
[8] aot
[8] kaeya
[6] attackontitan

Top Hashtags in Tweet in G6:
[6] sdoh
[5] publichealth
[2] racism
[2] medicalcare
[1] apha22
[1] mentalhealth
[1] bipolardisorder
[1] antipsychotics
[1] apha
[1] healthdisparities

Top Hashtags in Tweet in G7:
[34] sdoh
[7] cardiologymag
[6] cvd
[5] pregnancy
[4] community
[4] social
[3] healthequity
[2] maternal
[2] behavioralhealth
[1] cardioobstetrics

Top Hashtags in Tweet in G8:
[34] sdoh
[7] healthequity
[7] housing
[6] climatechange
[5] systemicracism
[4] medicare
[4] preventivecare
[3] upstream
[2] opioid
[2] universalbasicincome

Top Hashtags in Tweet in G9:
[64] smfm22
[28] sdoh
[4] substanceuse
[3] birth
[3] outcomes
[3] botswana
[3] hypertension
[3] postpartum
[2] healthequity
[1] smfm2022

Top Hashtags in Tweet in G10:
[33] sdoh
[15] healthequity
[11] healthcare
[10] hcldr
[8] patientengagement
[8] digitalhealth
[6] pophealth
[6] harlowonhc
[4] hcupsidedown
[4] virtualcare

Top Words
Top Words in Tweet in Entire Graph:
[819] #sdoh
[706] health
[481] sdoh
[386] social
[259] я
[257] care
[252] determinants
[229] more
[213] и
[202] не

Top Words in Tweet in G1:
[62] я
[56] в
[56] и
[43] не
[42] mandarin_sdoh
[32] на
[31] что
[27] а
[27] с
[24] oc

Top Words in Tweet in G2:
[135] #sdoh
[52] guide
[44] resource
[37] health
[34] #healthequity
[32] pqaalliance
[32] epflcswccm
[29] use
[28] sdoh
[26] data

Top Words in Tweet in G3:
[69] care
[37] physicians
[36] racism
[36] amermedicalassn
[36] until
[36] ama
[36] gives
[36] codes
[36] document
[35] consequences

Top Words in Tweet in G4:
[94] #sdoh
[88] health
[61] sdoh
[38] social
[31] more
[30] determinants
[22] factors
[20] help
[18] learn
[17] care

Top Words in Tweet in G5:
[35] #genshinimpact
[16] gt
[14] #childe
[13] в
[13] #chilumi
[11] #lumine
[11] по
[11] #tartaglia
[10] не
[10] и

Top Words in Tweet in G6:
[77] sdoh
[71] racism
[60] drneblett
[47] health
[27] social
[23] determinant
[19] shared
[19] listed
[18] student
[16] medical

Top Words in Tweet in G7:
[34] #sdoh
[27] khurramn1
[20] social
[15] health
[12] aggregate
[12] domains
[12] cumulative
[11] disadvantage
[11] using
[11] measure

Top Words in Tweet in G8:
[34] #sdoh
[32] health
[19] social
[12] care
[12] healthbegins
[10] black
[8] such
[8] determinants
[8] report
[7] access

Top Words in Tweet in G9:
[67] sdoh
[64] #smfm22
[37] health
[28] #sdoh
[24] interventions
[19] astuebe
[17] improve
[16] nimhd
[15] lynnyeemd
[15] social

Top Words in Tweet in G10:
[33] #sdoh
[31] health
[22] more
[18] abnermason
[15] ceo
[15] #healthequity
[12] people
[11] sdoh
[11] hcnowradio
[11] next

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[244] social,determinants
[196] determinants,health
[66] health,care
[61] #healthequity,#sdoh
[48] health,sdoh
[46] learn,more
[40] #sdoh,#healthequity
[40] medical,care
[39] у,меня
[38] resource,guide

Top Word Pairs in Tweet in G1:
[13] у,меня
[8] lavellyne,oc
[6] что,то
[6] если,вы
[5] mandarin_sdoh,я
[4] в,голове
[4] а,не
[4] когда,я
[4] всё,ещё
[4] в,мире

Top Word Pairs in Tweet in G2:
[38] resource,guide
[26] #sdoh,resource
[20] ways,use
[19] #sdoh,#healthequity
[14] follow,blog
[13] learn,more
[12] use,sdoh
[12] sdoh,mh
[12] mh,data
[12] data,advance

Top Word Pairs in Tweet in G3:
[36] until,ama
[36] ama,gives
[36] gives,physicians
[36] physicians,codes
[36] codes,document
[35] document,consequences
[35] consequences,delayed
[35] delayed,changed
[34] changed,abandoned
[34] abandoned,care

Top Word Pairs in Tweet in G4:
[30] social,determinants
[28] determinants,health
[13] learn,more
[12] #healthequity,#sdoh
[9] #vibrent,platform
[9] platform,allows
[9] discover,factors
[9] factors,governing
[9] governing,health
[9] five,domains

Top Word Pairs in Tweet in G5:
[14] gt,gt
[7] #genshinimpact,#chilumi
[6] #childe,#lumine
[5] #lumine,#tartaglia
[5] #viria,#art
[4] #genshinimpact,#原神
[4] #kaeya,#diluc
[4] #diluc,#kaeya
[4] итто,аято
[4] зрение,на

Top Word Pairs in Tweet in G6:
[24] racism,sdoh
[22] determinant,health
[19] racism,social
[18] social,determinant
[17] health,student
[17] student,shared
[17] shared,listed
[17] listed,racism
[16] during,today's
[16] today's,lecture

Top Word Pairs in Tweet in G7:
[11] cumulative,social
[11] social,disadvantage
[11] disadvantage,using
[11] using,aggregate
[11] aggregate,measure
[11] measure,38
[11] 38,#sdoh
[11] #sdoh,vulnerabilities
[11] vulnerabilities,six
[11] six,distinct

Top Word Pairs in Tweet in G8:
[9] health,care
[8] social,determinants
[8] determinants,health
[6] instead,treating
[6] treating,proven
[6] proven,interventions
[6] interventions,such
[6] such,stable
[6] stable,#housing
[6] #housing,expanded

Top Word Pairs in Tweet in G9:
[14] sdoh,#smfm22
[13] social,determinants
[13] determinants,health
[13] health,#sdoh
[13] #sdoh,measures
[13] measures,improve
[13] improve,understanding
[13] understanding,health
[13] health,inequities
[13] inequities,enable

Top Word Pairs in Tweet in G10:
[8] #patientengagement,abnermason
[8] abnermason,founder
[8] founder,ceo
[8] ceo,consejosano_us
[8] consejosano_us,digitally
[8] digitally,empowered
[8] empowered,patient
[7] health,equity
[7] double,down
[7] down,pandemic

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@bulka_no_sdoh
@drneblett
@dilfs_hunter
@apelsin_voskres
@spasiboputiny01
@cheesero11
@kto_sdoh
@crazy_huezy
@gook_sdoh

Top Replied-To in G1:
@mandarin_sdoh
@dilfs_hunter
@apelsin_voskres
@spasiboputiny01
@crazy_huezy
@gearbeagel
@lavellyne
@hurma_kakaya_to
@palus_est
@sokdobryy

Top Replied-To in G2:
@cvshealth
@hcinnovationgrp
@pqaalliance
@sam_ghane
@epflcswccm

Top Replied-To in G3:
@doctorjessemd
@acpinternists
@drdennar
@amermedicalassn
@sabarizvimd
@tmprowell
@royfilmdpt
@rudkjoebing
@cindy_dunnavant
@saratheiceberg

Top Replied-To in G6:
@drneblett
@nmsanchez
@lopez_wd
@kathleendoobay
@aoifebairead
@wk_kellogg_fdn
@ruqaiijah
@proflwiley
@oni_blackstock
@hopespsychology

Top Replied-To in G7:
@khurramn1
@aledadeaco

Top Replied-To in G9:
@dkirch888
@drtaylor09
@breinerson

Top Replied-To in G10:
@nychealthcmo
@pellegew
@lisabari

Top Mentioned
Top Mentioned in Entire Graph:
@amermedicalassn
@drneblett
@ebonyjhilton_md
@pqaalliance
@silkelefay
@epflcswccm
@khurramn1
@univsurg
@bootsongroundhr
@genandgenes

Top Mentioned in G1:
@lavellyne
@sit_in_silenc_e
@lesh_ik
@setitoff
@realsetitoff
@maxxsio
@lisbon_acid
@mucknagabe
@tmaminuscontext
@so_mad_so_funny

Top Mentioned in G2:
@pqaalliance
@epflcswccm
@aligning4health
@cvshealth
@ncqa
@allentien
@ubssw
@uniteushq
@theihi
@nachc

Top Mentioned in G3:
@amermedicalassn
@dralethamaybank
@aamctoday
@aafp
@hedy_wald
@uvmlarnermed
@massgeneralmds
@divadocsbos
@harvardmed
@nationalmedassn

Top Mentioned in G4:
@amcaritas
@detchoudon
@academyhealth

Top Mentioned in G5:
@viria13
@ahhswan
@anara_so
@jeongfisho
@so_mad_so_funny
@kurolee97
@aster_vester
@lixaart
@dosukotwst
@crnix

Top Mentioned in G6:
@drneblett
@janehmul
@ruqaiijah
@proflwiley
@jlschilling22
@wendyruns
@publichealth
@resilnation
@wk_kellogg_fdn
@wendellpotter

Top Mentioned in G7:
@khurramn1
@accintouch
@garimavsharmamd
@hmethodistcv
@miguelcainzos23
@jaha_aha
@gowthyharsha
@safinmc
@mi
@ccdh_gwsph

Top Mentioned in G8:
@healthbegins
@usnews
@chenmed
@nationshealth
@bfrist
@forbes
@thenation
@nbcnews
@bmalliance

Top Mentioned in G9:
@astuebe
@lynnyeemd
@mysmfm
@nimhd
@hysimhan
@chloezeramd
@blairwylie
@sshainker
@harvardmed
@tcfdotorg

Top Mentioned in G10:
@abnermason
@hcnowradio
@healthythinker
@healthblawg
@fsgoldstein
@modivcare
@greggmastersmph
@onc_healthit
@drnic1

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@viralvideovlogs
@thehill
@jfsebastian146
@business
@fabriciosx
@botcybersec
@ml_tweet_bot
@kimpy123
@andrewmorrisuk

Top Tweeters in G1:
@letsgoayo
@eundargogi
@mcmeatymeat
@florensunstone
@lesh_ik
@nerdiestalpaca
@ditzyflama
@sobunoaiyu
@novaya_gazeta
@spideraxe30

Top Tweeters in G2:
@allentien
@espeoppenheimer
@thecuriousluke
@drferdowsi
@pharmacypodcast
@elizabot9
@robincogan
@onceandfutureqf
@karenzgoda
@stuckonsw

Top Tweeters in G3:
@joseph_santoro
@essence
@stevecripe57
@sammybytes
@medicalaxioms
@flitedocnm
@neilflochmd
@sonodoc99
@arghavan_salles
@cmichaelgibson

Top Tweeters in G4:
@suriyasubraman
@420hotdogs
@rmkpz
@hummingbird5225
@davkat43
@gregfingas
@moskalets1955
@ashleewisdom
@sex_abuse_news
@wamnews_eng

Top Tweeters in G5:
@tnecul
@markassus
@gunmetalr0se
@pbeizvgedujjzgy
@g_o_n_z_o
@cchaiart
@sap_sapp
@viria13
@leziito
@flatchxr

Top Tweeters in G6:
@conjja
@_lisacherry
@lauramcshanecle
@dottymurf
@daveabrowne
@caitriona_mac
@janehmul
@maura_fionn
@victorerikray
@oni_blackstock

Top Tweeters in G7:
@drmarthagulati
@drabalrayes
@healthleaders
@silkdiamond3
@medcitynews
@accintouch
@ncdalliance
@ho
@methodisthosp
@joannekenen

Top Tweeters in G8:
@thehill
@jfsebastian146
@washingtonpost
@forbes
@baluch_h1
@nbcnews
@npr
@buzzfeednews
@usnews
@voxdotcom

Top Tweeters in G9:
@theatlantic
@edyong209
@desastroeses
@tcfdotorg
@astuebe
@dkirch888
@harvardmed
@mysmfm
@dorothyeroberts
@rizwanafl

Top Tweeters in G10:
@botcybersec
@wordfinga
@shaboom
@hcnowradio
@drnic1
@colin_hung
@iamritu
@healthitanswers
@gil_bashe
@eagleselatis


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