sdoh, Twitter, 9/6/2020 5:49:39 AM, 234484


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sdoh_2020-09-05_22-19-12.xlsx
sdoh_2020-09-05_22-19-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2020
Short Description:
sdoh via NodeXL https://bit.ly/2F2YFHh
@picardonhealth
@fnfour
@epflcswccm
@brianrahmer
@lartdelinfusion
@saludamerica
@publichealthmap
@mchand13
@shreyakangovi
@andrewdpinto

Top hashtags:
#sdoh
#covid19
#healthequity
#homelessness
#publichealth
#healthcare
#health

Description:
Description
The graph represents a network of 2,613 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 September 2020 at 05:23 UTC.

The requested start date was Sunday, 06 September 2020 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 9-day, 7-hour, 15-minute period from Thursday, 27 August 2020 at 16:25 UTC to Saturday, 05 September 2020 at 23:41 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 : 2613
Unique Edges : 2278
Edges With Duplicates : 4010
Total Edges : 6288
Number of Edge Types : 5
Retweet : 1579
MentionsInRetweet : 2495
Replies to : 336
Mentions : 1177
Tweet : 701
Self-Loops : 716
Reciprocated Vertex Pair Ratio : 0.0571428571428571
Reciprocated Edge Ratio : 0.108108108108108
Connected Components : 321
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1296
Maximum Edges in a Connected Component : 3595
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.766794
Graph Density : 0.000509585421930283
Modularity : 0.525248
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,613 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 September 2020 at 05:23 UTC.

The requested start date was Sunday, 06 September 2020 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 9-day, 7-hour, 15-minute period from Thursday, 27 August 2020 at 16:25 UTC to Saturday, 05 September 2020 at 23:41 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:
[10] https://www.justice.gov/usao-sdoh/pr/10-central-ohio-men-1-canadian-charged-conspiring-illegally-smuggle-guns-canada-profit
[9] https://sharij.net/lukashenko-o-evrope-i-ssha-da-oni-spyat-i-vidyat-chtob-ya-sdoh
[8] https://www.justice.gov/usao-sdoh/pr/pair-allegedly-involved-deadly-police-chase-indicted-federal-drug-gun-charges
[7] https://thecanadianfacts.org/
[7] https://www.nytimes.com/2020/09/01/health/coronavirus-children-minorities.html?smid=tw-share
[7] https://mailchi.mp/b427b72a053f/nccdh-e-news-august-2020-bulletin-electronique-d-aout-2020-8022016
[6] https://event.capconcorp.com/wp/the-advancement-of-sdoh-standards-convening/
[6] https://www.unicef-irc.org/child-well-being-report-card-16
[5] https://www.justice.gov/usao-sdoh/pr/dayton-man-sentenced-prison-role-texas-ohio-heroin-distribution-ring
[5] https://www.frontiersin.org/articles/10.3389/fpubh.2020.00423/full

Top URLs in Tweet in G1:
[7] https://www.nytimes.com/2020/09/01/health/coronavirus-children-minorities.html?smid=tw-share
[5] https://www.theglobeandmail.com/opinion/article-the-world-seems-dire-but-we-must-not-give-up-on-hope/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://undark.org/2020/08/27/covid-19-lessons-for-climate-crisis/
[2] http://fw.to/k2K6dZL
[1] https://www.washingtonpost.com/opinions/2020/09/03/chadwick-boseman-death-colon-cancer-racial-disparities-health-care/
[1] https://www.nytimes.com/interactive/2020/09/05/opinion/inequality-life-expectancy.html?action=click&module=Opinion&pgtype=Homepage
[1] https://www.theglobeandmail.com/opinion/article-we-need-to-work-together-to-get-kids-back-in-school-for-their-sake/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.thestar.com/news/insight/2017/07/09/why-dr-andrew-boozary-has-been-diagnosed-as-a-superstar.html
[1] https://twitter.com/drandrewb/status/1300595660698378240
[1] https://www.theglobeandmail.com/opinion/article-a-healthy-society-provides-paid-sick-days/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links

Top URLs in Tweet in G2:
[2] https://m.tiktok.com/v/6866414587063880962.html?_d=secCgsIARCbDRgBIAMoARI%2BCjxZ83LA4sfMPHXhMTpxluXTshYEwxoVVlkpBDg%2BhzBh97GbfqSs54SzaWnzyXKqYQsWW0d9OZX%2FG8Mi5XcaAA%3D%3D&language=ru&preview_pb=0&sec_user_id=MS4wLjABAAAA-0qKXLgWDRqmZ5M2pdtDFJzl1pyiMRsBujoVToYmYx4LwnVVbFkEpC_OtqG--DRV&share_app_name=tiktok&share_item_id=6866414587063880962&share_link_id=4e99e14d-3283-44d1-8f9e-ac19a234d673×tamp=1598711664&u_code=dcj63hem4dih1j&user_id=6833806928524657666&utm_campaign=client_share&utm_medium=android&utm_source=copy
[2] http://www.palayeroyale.store
[2] https://www.catsuka.com/news/2020-09-04/nouveaux-films-des-gobelins-decouvrez-les-premiers-trailers-promo-2020
[1] https://twitter.com/just_intro/status/1299334453735624715
[1] https://twitter.com/PortoVine/status/1299710513849479168
[1] https://twitter.com/byndblyat/status/1300013870820610048
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dunki28nXRks&q=EgS4SO-bGIHk0foFIhkA8aeDS_s30UAN4JXGARgWmbLPF4ioYhZgMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DtcFKpNT6wyo&q=EgS4SO-bGILk0foFIhkA8aeDSxZiOhM9VYrVd7ftK9MKp8CPukxKMgFy
[1] https://twitter.com/shlofolina/status/1301330414724935680?s=19
[1] https://ficbook.net/readfic/9826580/25286361

Top URLs in Tweet in G3:
[1] https://twitter.com/healthpodnet/status/1302199544462090243
[1] https://www.healthpopuli.com/2020/07/08/beyond-care-and-outcomes-hospitals-must-deliver-on-civics-inclusivity-equity-and-value-lown-institutes-best-hospitals/lown-institute-hospitals-vital-to-healthy-communities/
[1] https://www.wsj.com/articles/with-stimulus-checks-on-hold-americans-are-spending-less-at-the-grocery-store-11598526249
[1] https://www.mmm-online.com/home/channel/bluebird-chief-on-biotechs-usual-excuse-for-being-on-low-end-of-diversity-i-call-bull-on-that/
[1] https://newsroom.uhc.com/news-releases/100-million-affordable-housing.html
[1] https://www.healthpopuli.com/2020/09/01/pharmas-future-relevance-depends-on-empathy-messaging-partnering-and-supporting/
[1] https://healthpayerintelligence.com/news/payers-redesign-referral-networks-for-social-determinants-of-health?utm_content=138834568&utm_medium=social&utm_source=twitter&hss_channel=tw-43899269
[1] https://healthpayerintelligence.com/news/4-population-health-strategies-payers-use-for-back-to-school?utm_content=138834664&utm_medium=social&utm_source=twitter&hss_channel=tw-43899269
[1] https://www.nimhd.nih.gov/programs/collab/phenx/index.html
[1] https://health.gov/healthypeople/objectives-and-data/social-determinants-health

Top URLs in Tweet in G4:
[4] https://homehealthcarenews.com/2020/09/humana-ceo-makes-case-for-addressing-sdoh-investing-in-home-based-care/
[4] https://www.justice.gov/usao-sdoh/pr/10-central-ohio-men-1-canadian-charged-conspiring-illegally-smuggle-guns-canada-profit
[2] https://kansasleadershipcenter.org/klcevents/regional-perspectives-on-social-determinants-of-health-in-the-heartland2/
[2] https://www.justice.gov/usao-sdoh/pr/nine-arrested-charged-federally-connection-human-trafficking-operation-involving-drugs
[2] of
[2] https://aihc-assn.org/social-determinants-of-health-sdoh-covid-19/
[1] https://hitconsultant.net/2020/07/21/healthify-ride-health-partner-to-offer-sdoh-driven-transportation-to-vulnerable-populations/?utm_source=dlvr.it&utm_medium=twitter
[1] https://policylab.chop.edu/policy-tools?field_policy_tools_publications_tid=126&field_featured_value=All
[1] https://www.ensocare.com/blog/tearing-down-sdoh-barriers-to-discharge-during-a-pandemic
[1] https://www.ruralhealthinfo.org/webinars/sdoh-toolkit?utm_source=racupdate&utm_medium=email&utm_campaign=update082620

Top URLs in Tweet in G5:
[6] https://www.unicef-irc.org/child-well-being-report-card-16
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-70046-6
[2] https://www.washingtonpost.com/outlook/2020/09/04/depression-era-lessons-that-can-solve-todays-evictions-crisis/
[2] https://www.pbs.org/newshour/press-releases/amid-global-pandemic-pbs-newshour-offers-an-in-depth-look-at-health-care-systems-in-europe-australia-and-the-united-states
[2] https://www.episcopalhealth.org/uncategorized/texas-poll-blacks-and-hispanics-in-texas-more-likely-than-whites-to-say-non-medical-factors-like-quality-of-housing-and-education-level-are-essential-to-their-health/
[1] https://www.axios.com/mental-health-coronavirus-pandemic-depression-suicide-c09ad125-10a9-44b0-a91d-ca40656816aa.html
[1] https://thelancet.com/journals/lancet/article/PIIS0140-6736(17)30569-X/fulltext
[1] https://www.nytimes.com/2018/03/02/us/west-virginia-teacher-strike.html
[1] https://twitter.com/brianrahmer/status/1068692958512381952
[1] https://twitter.com/brianrahmer/status/1291830452798488577

Top URLs in Tweet in G6:
[2] https://www.milbank.org/quarterly/opinions/health-cares-social-movement-should-not-leave-science-behind/
[2] https://twitter.com/shreyakangovi/status/1301635302491119616
[1] https://www.aamc.org/news-insights/prison-should-not-be-covid-19-death-sentence
[1] http://www.epi.org/197015
[1] https://www.washingtonpost.com/politics/trump-coronavirus-scott-atlas-herd-immunity/2020/08/30/925e68fe-e93b-11ea-970a-64c73a1c2392_story.html
[1] https://patientengagementhit.com/news/what-does-cultural-competence-mean-for-healthcare-providers?utm_source=twitter&utm_medium=pm_alberti&utm_content=6986acd9-d221-4ddf-af45-9c56f9091025
[1] https://www.medpagetoday.com/practicemanagement/informationtechnology/88380?utm_source=twitter&utm_medium=pm_alberti&utm_content=242e8e79-77c4-4ae5-a252-ca7fcf29c5de
[1] https://www.nih.gov/news-events/news-releases/nih-supported-study-track-prevalence-impact-sars-cov-2-among-pregnant-women-low-middle-income-countries#.X05b6yQjIWE.twitter
[1] https://www.forbes.com/sites/marshallshepherd/2020/09/01/how-race-based-redlining-shaped-disparities-in-heat-vulnerability-within-us-cities/
[1] https://www.pbs.org/newshour/show/is-u-s-health-care-the-best-or-least-effective-system-in-the-modern-world?utm_source=twitter&utm_medium=pm_alberti&utm_content=a65b0022-bee8-495d-99cf-bc0703ad4c9e

Top URLs in Tweet in G7:
[3] https://www.lisc.org/our-stories/story/breaking-down-barriers-health-equity-la-tasha-barnwell/
[2] https://www.healthaffairs.org/do/10.1377/hblog20200820.931674/full/?utm_source=Newsletter&utm_medium=email&utm_content=Anti-Racism+In+Academic+Medicine%3B+Georgia+s+Individual+Market+Restructuring%3B+Food+Insecurity&cookieSet=1
[2] https://healthpayerintelligence.com/news/payer-seeks-to-democratize-social-determinants-of-health-data
[2] https://khn.org/news/hhs-plan-to-improve-rural-health-focuses-on-better-broadband-telehealth-services/
[2] https://patientengagementhit.com/news/hhs-targets-social-determinants-of-health-with-healthy-people-2030
[2] https://www.racmonitor.com/health-literacy-covid-and-the-sdoh#.X1DrSPTpC3Y.twitter
[2] https://kywnewsradio.radio.com/articles/news/2-philly-nonprofits-merge-to-better-serve-lgbtq-seniors
[2] https://healthitanalytics.com/news/how-an-aco-fqhc-model-leveraged-social-determinants-of-health
[2] https://mdlogix.com/for-state-and-local-agencies/
[1] https://www.racmonitor.com/sdoh-racism-as-a-public-health-crisis

Top URLs in Tweet in G8:
[4] https://kpdoc.org/COVID19
[2] https://twitter.com/wellesleyWI/status/1300790320041467904
[1] https://www.npr.org/2020/08/25/905846282/the-united-states-pre-existing-conditions
[1] https://www.propublica.org/article/sent-home-to-die
[1] https://twitter.com/wellesleyWI/status/1301184863043817473
[1] https://twitter.com/KyleRAllenDO4/status/1300844887718465538
[1] https://twitter.com/rm_werner/status/1299434688008933377
[1] https://twitter.com/benhhan/status/1300869629322035201
[1] https://twitter.com/wellesleywi/status/1300790320041467904

Top URLs in Tweet in G9:
[2] https://twitter.com/albertaysonjr/status/1299128099712520192
[2] https://tvpasslive.net/all-sports/
[2] https://us02web.zoom.us/webinar/register/WN_8UZQsm4gTA6bLZ5hrh191A
[2] https://www.aapcho.org/events/conference-nachc-community-health-institute-and-expo-2020/
[1] https://www.federalregister.gov/documents/2020/09/04/2020-19654/temporary-halt-in-residential-evictions-to-prevent-the-further-spread-of-covid-19
[1] https://twitter.com/NJCommColleges/status/1300479006127599619
[1] https://twitter.com/NACHC/status/1299379491664429063
[1] https://twitter.com/AAPCHOtweets/status/1300489950559956992
[1] https://twitter.com/AAPCHOtweets/status/1300829994764177409
[1] https://mailchi.mp/nachc/prapare-newsletter-august-2020

Top URLs in Tweet in G10:
[1] https://www.sciencedirect.com/science/article/abs/pii/S0306453020302687
[1] https://www.mdpi.com/2072-6643/12/6/1828
[1] https://www.sciencedirect.com/science/article/abs/pii/014341799290090J
[1] https://unityhealth.to/careers-at-unity-health-toronto/?JobNumber=862628
[1] https://mailchi.mp/09de12492a60/our-august-2020-newsletter
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2020.00928?cookieSet=1
[1] https://www.nejm.org/doi/10.1056/NEJMp2021209?cookieSet=1
[1] https://www.thestar.com/politics/provincial/2020/09/02/doug-ford-promises-raises-for-overworked-and-underpaid-nursing-home-heroes-but-the-workers-unions-warn-talk-is-cheap.html
[1] https://upstreamlab.org/empower/
[1] https://ir.shareaholic.com/e?a=1&u=https://blogs.bmj.com/bjsm/2020/06/17/in-the-fight-for-racial-justice-the-sidelines-are-no-longer-an-option-by-dr-tracy-blake-pt-phd/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top Domains
Top Domains in Tweet in Entire Graph:
[163] twitter.com
[42] justice.gov
[32] linkedin.com
[18] nytimes.com
[15] theglobeandmail.com
[12] cbc.ca
[10] mailchi.mp
[9] healthcarefinancenews.com
[9] healthaffairs.org
[9] sharij.net

Top Domains in Tweet in G1:
[15] theglobeandmail.com
[9] nytimes.com
[5] twitter.com
[4] cbc.ca
[2] undark.org
[2] fw.to
[1] washingtonpost.com
[1] thestar.com
[1] irpp.org
[1] calgaryherald.com

Top Domains in Tweet in G2:
[11] twitter.com
[5] google.com
[2] tiktok.com
[2] palayeroyale.store
[2] catsuka.com
[1] ficbook.net
[1] soundcloud.com

Top Domains in Tweet in G3:
[5] patientengagementhit.com
[4] twitter.com
[4] healthpayerintelligence.com
[2] healthpopuli.com
[1] wsj.com
[1] mmm-online.com
[1] uhc.com
[1] nih.gov
[1] health.gov
[1] youtu.be

Top Domains in Tweet in G4:
[20] twitter.com
[10] justice.gov
[9] linkedin.com
[5] homehealthcarenews.com
[3] healthblawg.com
[2] kansasleadershipcenter.org
[2] echo360.org
[2] ehrintelligence.com
[2] aihc-assn.org
[2] mypatientlink.com

Top Domains in Tweet in G5:
[15] twitter.com
[6] unicef-irc.org
[5] nature.com
[4] npr.org
[4] washingtonpost.com
[3] nytimes.com
[3] healthaffairs.org
[2] opendemocracy.net
[2] gallup.com
[2] pbs.org

Top Domains in Tweet in G6:
[4] twitter.com
[3] milbank.org
[1] aamc.org
[1] epi.org
[1] washingtonpost.com
[1] patientengagementhit.com
[1] medpagetoday.com
[1] nih.gov
[1] forbes.com
[1] pbs.org

Top Domains in Tweet in G7:
[6] racmonitor.com
[4] lisc.org
[3] sdoheducation.org
[3] linkedin.com
[3] healthitanalytics.com
[3] risehealth.org
[2] healthaffairs.org
[2] healthpayerintelligence.com
[2] khn.org
[2] patientengagementhit.com

Top Domains in Tweet in G8:
[7] twitter.com
[4] kpdoc.org
[1] npr.org
[1] propublica.org

Top Domains in Tweet in G9:
[12] twitter.com
[2] tvpasslive.net
[2] zoom.us
[2] modernhealthcare.com
[2] aapcho.org
[2] nachc.org
[1] federalregister.gov
[1] mailchi.mp
[1] healthaffairs.org
[1] healthiertogetheroregon.org

Top Domains in Tweet in G10:
[2] sciencedirect.com
[1] mdpi.com
[1] unityhealth.to
[1] mailchi.mp
[1] healthaffairs.org
[1] nejm.org
[1] thestar.com
[1] upstreamlab.org
[1] shareaholic.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[911] sdoh
[382] covid19
[125] healthequity
[124] homelessness
[79] publichealth
[49] healthcare
[42] health
[41] healthdisparities
[38] pdoh
[33] backtoschool



Top Hashtags in Tweet in G1:
[212] covid19
[119] homelessness
[36] sdoh
[29] backtoschool
[18] covid
[11] coloncancer
[10] coronavirus
[7] inequality
[3] socialpeds
[3] healthysociety

Top Hashtags in Tweet in G2:
[6] warriorcats
[4] theowlhouse
[4] luznoceda
[4] edaclawthorne
[4] lilithclawthorne
[4] hannibal
[2] artstylebendchallenge
[2] theowlhosue
[2] lumity
[2] lumityfanart

Top Hashtags in Tweet in G3:
[56] sdoh
[19] healthdisparities
[17] covid19
[15] minorityhealth
[10] covidregistries
[8] healthequity
[7] health
[7] disparities
[5] housing
[5] socialdeterminants

Top Hashtags in Tweet in G4:
[84] sdoh
[14] covid19
[11] healthcare
[7] healthequity
[6] health
[5] publichealth
[4] digitalhealth
[3] covid
[3] hcldr
[3] hitsm

Top Hashtags in Tweet in G5:
[93] sdoh
[38] pdoh
[16] interdependence
[10] covid19
[10] healthnotjusthealthcare
[6] goodlisten
[5] gpho
[4] peoh
[3] hiap
[3] health

Top Hashtags in Tweet in G6:
[58] sdoh
[20] healthequity
[11] covid19
[3] economicjustice
[2] publichealth
[2] medicaid
[2] racism
[1] pandemic
[1] rhetorical
[1] communityengagement

Top Hashtags in Tweet in G7:
[47] sdoh
[5] chadwickbozeman
[4] publichealth
[4] healthdisparities
[4] podcast
[3] healthequity
[3] communityhealth
[3] accesstocare
[2] racism
[2] populationhealth

Top Hashtags in Tweet in G8:
[38] covid19
[13] sdoh
[11] ageism
[11] racism
[11] olderadults
[5] healthequity
[3] onpoli
[2] publichealth
[2] ontariosafe
[2] onted

Top Hashtags in Tweet in G9:
[35] sdoh
[13] nachc20chi
[10] healthequity
[8] determined2bhealthy
[8] rwjbhsocimpact
[4] valuechcs
[3] prapare
[3] covid19
[3] oregonchcs
[3] housingishealth

Top Hashtags in Tweet in G10:
[50] sdoh
[26] publichealth
[20] primarycare
[20] ai
[12] covid19
[9] beatncds
[9] healthliteracy
[6] greennewdeal
[4] sdgs
[4] greenrecovery

Top Words
Top Words in Tweet in Entire Graph:
[905] #sdoh
[681] health
[489] picardonhealth
[382] #covid19
[289] social
[250] life
[250] ðµð
[248] more
[229] issue
[211] ðµ

Top Words in Tweet in G1:
[479] picardonhealth
[212] #covid19
[202] life
[195] death
[184] issue
[143] opportunity
[143] pandemic
[119] #homelessness
[118] during
[118] presents

Top Words in Tweet in G2:
[171] ðµð
[122] ðµ
[122] ðµñ
[110] ðºð
[80] ñœ
[67] mandarin_sdoh
[62] ñƒð
[62] ñƒ
[49] ñƒñ
[40] duck

Top Words in Tweet in G3:
[61] health
[51] #sdoh
[38] nimhd
[32] social
[32] determinants
[19] #healthdisparities
[19] life
[18] sdoh
[18] quality
[18] helenburstin

Top Words in Tweet in G4:
[84] #sdoh
[67] health
[38] sdoh
[30] social
[22] determinants
[17] care
[16] more
[14] #covid19
[11] covid
[11] #healthcare

Top Words in Tweet in G5:
[93] #sdoh
[51] health
[38] brianrahmer
[38] #pdoh
[24] elenamarks
[21] pandemic
[18] housing
[17] social
[16] people
[16] #interdependence

Top Words in Tweet in G6:
[58] #sdoh
[27] milbankfund
[25] shreyakangovi
[23] science
[23] berkowitz
[22] think
[22] seth
[21] today
[21] ignore
[20] #healthequity

Top Words in Tweet in G7:
[47] #sdoh
[18] health
[11] medical
[10] many
[9] sdoh
[8] uscsocialwork
[7] social
[7] determinants
[7] community
[6] racmonitor

Top Words in Tweet in G8:
[38] #covid19
[38] health
[22] many
[22] try
[22] amplify
[22] diverse
[22] voices
[22] syllabi
[22] here's
[22] podcast

Top Words in Tweet in G9:
[45] health
[35] #sdoh
[24] food
[21] social
[17] data
[13] more
[13] #nachc20chi
[12] rwjbhsocimpact
[12] nachc
[11] healthy

Top Words in Tweet in G10:
[50] #sdoh
[29] health
[26] #publichealth
[23] upstreamlab
[21] interventions
[20] andrewdpinto
[20] hiring
[20] research
[20] team
[20] focused

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[190] life,death
[164] social,determinants
[161] determinants,health
[126] during,pandemic
[120] #homelessness,life
[120] death,issue
[120] issue,during
[120] pandemic,#covid19
[120] #covid19,presents
[120] presents,opportunity

Top Word Pairs in Tweet in G1:
[184] life,death
[118] #homelessness,life
[118] death,issue
[118] issue,during
[118] during,pandemic
[118] pandemic,#covid19
[118] #covid19,presents
[118] presents,opportunity
[118] opportunity,finally
[118] finally,implement

Top Word Pairs in Tweet in G2:
[40] duck,dice
[38] dice,duck
[22] ðµð,ðµñ
[21] ðµ,ðµð
[20] ðºð,ðµ
[20] ñƒ,ðµð
[20] ðµð,ðºð
[19] ðµð,ðµ
[18] ðµñ,ðµ
[18] ðµð,ñœ

Top Word Pairs in Tweet in G3:
[32] social,determinants
[32] determinants,health
[17] health,sdoh
[17] sdoh,major
[17] major,impact
[17] impact,health
[17] health,well
[17] well,being
[17] being,quality
[17] quality,life

Top Word Pairs in Tweet in G4:
[20] social,determinants
[19] determinants,health
[8] covid,19
[6] health,outcomes
[6] humana,ceo
[6] ceo,makes
[6] makes,case
[6] case,addressing
[6] addressing,sdoh
[6] sdoh,investing

Top Word Pairs in Tweet in G5:
[35] #pdoh,#sdoh
[14] #sdoh,#interdependence
[11] ehf's,elenamarks
[10] well,being
[9] non,medical
[9] health,care
[8] medical,factors
[8] tune,monday
[7] coronavirus,pandemic
[7] child,well

Top Word Pairs in Tweet in G6:
[22] seth,berkowitz
[20] today,milbankfund
[20] milbankfund,seth
[20] ask,tend
[20] tend,ignore
[20] ignore,science
[20] science,#sdoh
[19] berkowitz,ask
[19] #sdoh,think
[19] think,pretty

Top Word Pairs in Tweet in G7:
[7] determinants,health
[5] social,determinants
[5] #chadwickbozeman,masculinity
[5] masculinity,barriers
[5] barriers,medical
[5] medical,care
[5] care,medical
[5] medical,mistrust
[5] mistrust,#sdoh
[5] #sdoh,many

Top Word Pairs in Tweet in G8:
[22] many,try
[22] try,amplify
[22] amplify,diverse
[22] diverse,voices
[22] voices,syllabi
[22] syllabi,here's
[22] here's,podcast
[22] podcast,explains
[22] explains,#covid19
[22] #covid19,health

Top Word Pairs in Tweet in G9:
[9] social,determinant
[9] determinant,health
[8] excited,share
[8] #sdoh,data
[8] social,determinants
[8] determinants,health
[6] share,podcast
[6] podcast,interview
[6] interview,mcsquaredhealth
[6] mcsquaredhealth,leveraging

Top Word Pairs in Tweet in G10:
[20] upstreamlab,hiring
[20] hiring,research
[20] research,team
[20] team,focused
[20] focused,interventions
[20] interventions,#sdoh
[20] #sdoh,#primarycare
[20] #primarycare,#publichealth
[20] #publichealth,#ai
[19] andrewdpinto,upstreamlab

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@crazy_huezy
@apelsin_voskres
@vdoh_sdoh
@deanandsam911
@maxjordan_n
@alkozhaba
@bot_ta_bonni
@uglyhobbit0
@ayjm_datatc

Top Replied-To in G1:
@courtneypyrke

Top Replied-To in G2:
@mandarin_sdoh
@crazy_huezy
@apelsin_voskres
@alkozhaba
@sandstorm000
@it_is_a_potato
@sokdobryy
@anchoysshelter
@privet666andrei
@portovine

Top Replied-To in G3:
@johnnosta
@jameyedwards
@arwmd
@helenburstin
@eking719
@claycane

Top Replied-To in G4:
@sdlcpartners

Top Replied-To in G5:
@mapublichealth
@lawrencewbrooks
@brianrahmer

Top Replied-To in G6:
@stefankertesz
@shreyakangovi
@lizquinnmd
@gabriella_mcl
@sonjacowling
@drzackaryberger
@larry_svenson
@jaimeeleewatts

Top Replied-To in G7:
@serename17

Top Replied-To in G9:
@cdcgov
@rfuniversity
@ali_oats

Top Replied-To in G10:
@medical_xpress
@theeconomist

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@lizrenzetti
@unicefcanada
@childhealthcan
@brianrahmer
@upstreamlab
@milbankfund
@sdohnews
@calphonso
@shreyakangovi

Top Mentioned in G1:
@picardonhealth
@lizrenzetti
@unicefcanada
@childhealthcan
@calphonso
@dakglobe
@oneyouthcanada
@akashgoel
@globedebate
@drandrewb

Top Mentioned in G2:
@crazy_huezy
@apelsin_voskres
@mandarin_sdoh
@nerdush1
@ruiriell
@ultimate_puddle
@_vinsenta
@outofcontextev
@palayeroyale
@hita_eighthsun

Top Mentioned in G3:
@nimhd
@helenburstin
@healthgov
@healthythinker
@neurodrcorrea
@atulgrovermd
@uhc
@iamritu
@drricardocorrea
@bwoodmd

Top Mentioned in G4:

Top Mentioned in G5:
@brianrahmer
@elenamarks
@health4texas
@newshour
@unicef
@globalphobserv
@health_affairs
@npr
@wmbrangham
@ashishkjha

Top Mentioned in G6:
@milbankfund
@shreyakangovi
@pm_alberti
@brianccastrucci
@nerdlabpete
@thenasem
@siren_ucsf
@ajphthinktank
@sciencewithroge
@caitlinrain

Top Mentioned in G7:
@uscsocialwork
@racmonitor
@ubssw
@judgewren
@epflcswccm
@risehlth
@healthleaders
@ccm_cert
@usnehal
@ohcircuitrider

Top Mentioned in G8:
@amelieqv
@vinusha_g
@artwalaszek
@kpbewelldoc
@alissaklingbaum
@robschreiber1
@picardonhealth
@lizrenzetti
@vectorsting
@capcpalliative

Top Mentioned in G9:
@rwjbhsocimpact
@nachc
@prapare_sdoh
@albertaysonjr
@aapchotweets
@mcsquaredhealth
@oregonpca
@modrnhealthcr
@abnermason
@michelleneesq

Top Mentioned in G10:
@upstreamlab
@andrewdpinto
@ritikagoelto
@ilonakickbusch
@tracyablake
@silkelefay
@drsdefundpolice
@umnews
@scienceadvances
@theeconomist

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@chidambara09
@revolution_fr
@evankirstel
@rosenchild
@asher_wolf
@ottlegalrebels
@brontyman
@jjj5819
@npsusa

Top Tweeters in G1:
@jurylady5
@revolution_fr
@brontyman
@npsusa
@nhdogmom
@huffpost
@debeauxos1
@pqpolitics
@ksp_libs
@globeandmail

Top Tweeters in G2:
@palayeroyale
@markassus
@hasharakl
@tinvafla
@deadbcf
@terriblerat
@taminopattz
@vonnabeee
@smooth_roxy
@philz_adamz

Top Tweeters in G3:
@evankirstel
@vievararosel
@drferdowsi
@tomvarghesejr
@johnnosta
@capradionews
@wpgc
@rasushrestha
@sxmurbanview
@irmaraste

Top Tweeters in G4:
@420hotdogs
@pleasesaveour
@hscelebrities
@jess_deplorable
@davidchao
@crystaaa1
@astutecitizen
@healthblawg
@marganina
@deborah909

Top Tweeters in G5:
@jjj5819
@joke2power
@forbes
@npr
@newshour
@mssinenomine
@arrianna_planey
@basicnbizarre
@des_shinta
@manuel5563

Top Tweeters in G6:
@suezwillson
@juliusgoat
@anastasiasmihai
@drannemurphy
@drzackaryberger
@realcruzhenry
@leobeletsky
@onceupona
@g_shielding
@rights4_humans

Top Tweeters in G7:
@allentien
@ohcircuitrider
@karenzgoda
@robincogan
@usnehal
@andydrc
@aarp
@karibowiehertel
@meganranney
@hrc

Top Tweeters in G8:
@viralvideovlogs
@pattidudek
@susansternberg
@wss_memorial
@andreagirones
@wakeup_patriot
@311laura
@uprint3d
@amergeriatrics
@dawso007

Top Tweeters in G9:
@farm_machinery_
@lyft
@modrnhealthcr
@cdcgov
@withoutviolence
@atscommunity
@ifchc
@hcadvocacy
@healthcaredive
@johnrfugazzie

Top Tweeters in G10:
@ottlegalrebels
@theeconomist
@whaaf
@ilonakickbusch
@ogatakchgim
@medical_xpress
@sdgsbot
@mchand13
@greennewdeal_eu
@josephkmayer


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