sdoh, Twitter, 4/19/2021 2:44:34 AM, 253068


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sdoh_2021-04-17_22-51-20.xlsx
sdoh_2021-04-17_22-51-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2021
Short Description:
sdoh via NodeXL https://bit.ly/3x6CfuY
@carolynshimmin
@healthbegins
@picardonhealth
@pm_alberti
@defineimpact
@ritikagoelto
@health_affairs
@npr
@who
@epflcswccm

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

Description:
Description
The graph represents a network of 3,195 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, 18 April 2021 at 05:57 UTC.

The requested start date was Sunday, 18 April 2021 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, 12-hour, 8-minute period from Sunday, 04 April 2021 at 00:16 UTC to Friday, 16 April 2021 at 12:25 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 : 3195
Unique Edges : 2455
Edges With Duplicates : 5746
Total Edges : 8201
Number of Edge Types : 5
Retweet : 1939
MentionsInRetweet : 2710
Replies to : 747
Mentions : 1556
Tweet : 1249
Self-Loops : 1277
Reciprocated Vertex Pair Ratio : 0.0559591068065644
Reciprocated Edge Ratio : 0.105987261146497
Connected Components : 409
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 1469
Maximum Edges in a Connected Component : 3728
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.806142
Graph Density : 0.000384621791837787
Modularity : 0.472661
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,195 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, 18 April 2021 at 05:57 UTC.

The requested start date was Sunday, 18 April 2021 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, 12-hour, 8-minute period from Sunday, 04 April 2021 at 00:16 UTC to Friday, 16 April 2021 at 12:25 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:
[19] https://www.theglobeandmail.com/business/commentary/article-a-guaranteed-basic-income-could-be-a-stabilizing-force-for-canada/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[18] https://www.accountablehealthllc.com/media/pophealth-minute/
[16] https://www.healthcareitnews.com/news/data-challenges-sdoh-and-how-overcome-them
[15] https://www.justice.gov/usao-sdoh/pr/four-local-individuals-charged-separate-pandemic-relief-fraud-schemes
[12] https://www.nytimes.com/interactive/2021/04/10/us/covid-prison-outbreak.html?smid=tw-share
[10] https://www.washingtonpost.com/opinions/2021/04/05/health-care-racism-medicine/
[7] https://healthcarenowradio.airtime.pro/
[7] https://www.axios.com/cdc-declares-racism-serious-health-threat-covid-58216a9d-112f-47b5-abed-9a6361f6ba4f.html
[6] https://www.heyneighbourcollective.ca/
[6] https://www.linkedin.com/slink?code=eXGJWcV

Top URLs in Tweet in G1:
[2] https://fanficus.com/profile/owner/post/5f904e5368b28e00173ca793/post-part/60796b010815830017a5e5a6
[2] https://xn--d1ajeffgcbssd1c.xn--80asehdb
[2] https://www.youtube.com/watch?v=jN2KXLuOMFk&feature=youtu.be

[2] https://www.kickstarter.com/projects/causacreations/sefirot
[2] https://www.ctccomic.com/comic/book1extra01
[2] https://ultpuddle.carrd.co/
[1] https://twitter.com/FRE1DYKE/status/1379125498735964162
[1] https://twitter.com/drsy10WSbjZ3Sho/status/1379439301814059014
[1] https://twitter.com/iovgnf/status/1380511428214407169
[1] https://twitter.com/SpasiboPutiny01/status/1381549411881385985

Top URLs in Tweet in G2:
[4] https://patientengagementhit.com/news/patient-financial-responsibility-care-barrier-for-fifth-of-patients
[2] https://www.linkedin.com/slink?code=dmiRrZZ
[2] https://www.racmonitor.com/sdoh-eviction-moratoriums-extended-to-june-2021#.YG7hUTz99qY.twitter
[2] https://videocast.nih.gov
[2] https://apha.org/Topics-and-Issues/Health-Equity
[2] https://acdis.org/search/node/%22SDOH%22?utm_source=editorial&utm_medium=ACDIS&utm_campaign=social
[1] https://www.rwjf.org/en/blog/2021/04/normalizing-men-as-caregivers-helps-families-and-society.html?cid=xsh_rwjf_tw
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2772147
[1] http://www.nphw.org/Events/Details?id={46DACDF5-968E-452D-9AF2-17FF43B30BC7}
[1] https://twitter.com/NPHW/status/1379869632291602441

Top URLs in Tweet in G3:
[7] https://www.axios.com/cdc-declares-racism-serious-health-threat-covid-58216a9d-112f-47b5-abed-9a6361f6ba4f.html
[5] https://essentialcommunities.org/
[3] https://www.nytimes.com/2021/04/07/upshot/stimulus-children-poverty-brain.html?referringSource=articleShare
[2] https://patientengagementhit.com/news/mi-arab-population-faces-health-disparities-sdoh-food-insecurity
[2] https://twitter.com/CDCDirector/status/1380260648211394560
[2] https://www.cdc.gov/healthequity/racism-disparities/index.html
[2] https://www.healthaffairs.org/doi/10.1377/hlthaff.2020.01742?cookieSet=1
[1] https://www.govexec.com/management/2021/04/achieve-racial-equity-biden-administration-should-put-data-first/173332/?utm_source=twitter&utm_medium=pm_alberti&utm_content=b0b19654-b4f9-4d7f-8ef6-762a92da6752
[1] https://www.nytimes.com/2021/04/04/business/ppp-loans-minority-businesses.html?referringSource=articleShare
[1] https://www.mdpi.com/1660-4601/18/5/2563

Top URLs in Tweet in G4:
[7] https://www.healthcareitnews.com/news/data-challenges-sdoh-and-how-overcome-them
[4] https://www.healthcareitnews.com/news/data-challenges-sdoh-and-how-overcome-them?utm_source=dlvr.it&utm_medium=twitter
[2] https://liberatehealth.medecision.com/mental-health-sdoh-drive-health-equity/
[2] https://forms.gle/CqgoJ3u47gQARe5n7?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.cnn.com/2021/04/12/us/california-vaccine-equity/index.html
[2] https://twitter.com/allan_katz/status/1382691395660611586
[1] https://twitter.com/cclareMDMPH/status/1378546249608146946
[1] https://twitter.com/snovo_sdoh/status/1378801822392061956
[1] https://twitter.com/snovo_sdoh/status/1378801112585793536
[1] https://twitter.com/snovo_sdoh/status/1378801441566027778

Top URLs in Tweet in G5:
[19] https://www.theglobeandmail.com/business/commentary/article-a-guaranteed-basic-income-could-be-a-stabilizing-force-for-canada/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[12] https://www.nytimes.com/interactive/2021/04/10/us/covid-prison-outbreak.html?smid=tw-share
[2] https://www.theglobeandmail.com/opinion/editorials/article-canada-is-primarily-vaccinating-people-by-age-thats-a-big-mistake/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.theglobeandmail.com/opinion/article-who-we-vaccinate-matters-as-much-as-how-many-we-inject/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/politics/article-now-is-the-time-for-national-child-care-but-its-not-just-up-to-the/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/politics/article-liberal-delegates-set-to-debate-universal-basic-income-pharmacare/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.thestar.com/opinion/contributors/2019/10/07/ford-cuts-are-harming-sexually-exploited-young-women.html
[1] https://www.theglobeandmail.com/canada/article-covid-19-immunization-rates-low-in-high-risk-communities-but-hesitancy/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.cbc.ca/news/canada/british-columbia/new-leaf-project-results-1.5752714?__vfz=medium%3Dsharebar
[1] https://www.cbc.ca/radio/thecurrent/the-current-for-feb-17-2020-1.5466207/in-a-fast-paced-world-walking-is-a-radical-act-says-norwegian-explorer-1.5466532?__vfz=medium%3Dsharebar

Top URLs in Tweet in G6:
[1] https://twitter.com/HPAP_Ontario/status/1379112675888791554
[1] https://twitter.com/drmwarner/status/1378320437021655047
[1] https://twitter.com/NatashaFatah/status/1378524150692741124
[1] https://twitter.com/SerenaTejpar/status/1382089643886325762
[1] https://www.washingtonpost.com/opinions/2021/04/05/health-care-racism-medicine/?tid=ss_tw

Top URLs in Tweet in G7:
[18] https://www.accountablehealthllc.com/media/pophealth-minute/
[4] https://www.nytimes.com/live/2021/04/04/world/covid-vaccine-coronavirus-cases
[4] https://www.npr.org/2021/04/08/985524494/cdc-director-declares-racism-a-serious-public-health-threat?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://www.accountablehealthllc.com/media/pophealth-week/
[3] https://academic.oup.com/ehjdh/advance-article/doi/10.1093/ehjdh/ztab039/6218772
[1] https://www.businesswire.com/news/home/20210413005053/en/Papa-Announces-60-Million-in-Series-C-Funding-Led-by-Tiger-Global
[1] https://www.healthpopuli.com/2021/04/08/emerging-with-a-stronger-healthcare-system-post-covid-nams-lessons-learned/
[1] https://www.prnewswire.com/news-releases/uber-paypal-and-walgreens-introduce-vaccine-access-fund-301266822.html
[1] https://bit.ly/31FQ1WX
[1] https://www.healthpopuli.com/2021/04/11/the-pandemics-death-rate-in-the-u-s-high-per-capita-income-high-death-rate/

Top URLs in Tweet in G8:
[3] https://stateofreform.com/conference/2021-state-of-reform-federal-health-policy-conference/detailed-agenda-day-2/
[3] https://carlsonschool.umn.edu/conferences/convene
[3] https://healthcurrent.org/programs/ahcccs-programs/dapsdoh/
[2] https://www.youtube.com/watch?v=KpqR2pNNylk

[2] https://www.statnews.com/2021/03/31/integrate-social-determinants-time-place-public-health-maps/
[2] https://www.healthcareitnews.com/news/3m-launches-new-social-determinants-health-platform
[2] https://www.signifyhealth.com/blog/national-public-health-week-strengthening-communities-through-member-centric-community-partnerships
[2] https://www.signifyhealth.com/blog/community-partner-spotlight-community-rebuilderss-vera-beech
[2] https://healthcurrent.org/sdoh/
[1] https://www.aha.org/news/healthcareinnovation-thursday-blog/2021-03-25-telling-story-data-improve-health-equity

Top URLs in Tweet in G9:
[6] https://www.healthcareitnews.com/news/data-challenges-sdoh-and-how-overcome-them
[2] http://out.faveeo.com/?url=https://www.healthcareitnews.com/news/biden-outlines-health-it-funding-priorities&vertical=healthcare&family=ai
[2] https://www.healthcareittoday.com/healthcare-it-today-interviews-podcast/
[2] https://www.joinclubhouse.com/event/mZwk24rP
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/healthcareitnews-the-data-challenges-of-sdoh-and-how-to-overcome-them/
[2] https://www.medigy.com/communities/chronic-care-management/
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/informationweek-why-more-healthcare-providers-are-moving-to-public-cloud
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/medicaleconomics-how-to-address-social-determinants-of-health-start-with-texting/
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/medicaleconomics-the-covid-reset-reimagining-health-care-delivery-and-reimbursement/
[1] https://www.himss.org/resources/social-determinants-health?utm_source=twitter&utm_medium=social&utm_campaign=sdoh_guide

Top URLs in Tweet in G10:
[2] https://twitter.com/thelocalhealth/status/1379543052650491904
[1] https://www.theglobeandmail.com/opinion/article-who-we-vaccinate-matters-as-much-as-how-many-we-inject/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.npr.org/2021/04/08/985524494/cdc-director-declares-racism-a-serious-public-health-threat?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.thestar.com/opinion/star-columnists/2021/04/06/essential-workers-are-labouring-sick-in-torontos-factories-and-dying-in-its-icus-that-needs-to-change-now.html
[1] https://www.theglobeandmail.com/business/commentary/article-a-guaranteed-basic-income-could-be-a-stabilizing-force-for-canada/
[1] https://www.cbc.ca/news/canada/paid-sick-leave-cbc-explains-1.5980362
[1] https://twitter.com/drandrewb/status/1379164578240729089
[1] https://twitter.com/torontostar/status/1382676876808876037
[1] https://www.thestar.com/news/gta/2021/04/11/a-tale-of-two-neighbourhoods-jane-and-finch-with-the-lowest-vaccination-rate-moore-park-with-the-highest.html
[1] https://mailchi.mp/0f321f43f138/our-august-2020-newsletter-6502992

Top Domains
Top Domains in Tweet in Entire Graph:
[289] twitter.com
[32] nytimes.com
[32] healthcareitnews.com
[31] theglobeandmail.com
[25] justice.gov
[24] linkedin.com
[22] accountablehealthllc.com
[17] patientengagementhit.com
[17] washingtonpost.com
[11] youtube.com

Top Domains in Tweet in G1:
[14] twitter.com
[2] fanficus.com
[2] xn--d1ajeffgcbssd1c.xn--80asehdb
[2] youtube.com
[2] kickstarter.com
[2] ctccomic.com
[2] carrd.co
[1] patreon.com
[1] discord.com
[1] vk.com

Top Domains in Tweet in G2:
[14] twitter.com
[6] risehealth.org
[5] linkedin.com
[5] patientengagementhit.com
[3] kff.org
[2] nphw.org
[2] racmonitor.com
[2] healthaffairs.org
[2] nih.gov
[2] apha.org

Top Domains in Tweet in G3:
[9] twitter.com
[7] patientengagementhit.com
[7] axios.com
[6] nytimes.com
[5] healthaffairs.org
[5] essentialcommunities.org
[4] jamanetwork.com
[2] bostonreview.net
[2] essentialhospitals.org
[2] cdc.gov

Top Domains in Tweet in G4:
[32] twitter.com
[13] healthcareitnews.com
[7] linkedin.com
[3] justice.gov
[3] google.com
[3] cleararchhealth.com
[2] okt.to
[2] cvsoci.al
[2] phi.org
[2] healthitanalytics.com

Top Domains in Tweet in G5:
[29] theglobeandmail.com
[13] nytimes.com
[7] twitter.com
[3] thestar.com
[2] cbc.ca
[1] ledevoir.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[22] accountablehealthllc.com
[4] nytimes.com
[4] npr.org
[3] twitter.com
[3] oup.com
[2] healthpopuli.com
[2] healthcareitnews.com
[1] businesswire.com
[1] prnewswire.com
[1] bit.ly

Top Domains in Tweet in G8:
[5] signifyhealth.com
[5] healthcurrent.org
[4] stateofreform.com
[4] umn.edu
[4] twitter.com
[4] healthcareitnews.com
[3] youtube.com
[2] episcopalhealth.org
[2] statnews.com
[1] aha.org

Top Domains in Tweet in G9:
[10] healthcareitnews.com
[10] medigy.com
[5] twitter.com
[2] himss.org
[2] faveeo.com
[2] healthcareittoday.com
[2] joinclubhouse.com
[2] patientengagementhit.com
[1] bit.ly
[1] countyhealthrankings.org

Top Domains in Tweet in G10:
[8] twitter.com
[2] theglobeandmail.com
[2] thestar.com
[1] npr.org
[1] cbc.ca
[1] mailchi.mp
[1] plos.org
[1] employmentnews.com
[1] smh.ca
[1] stmichaelshospital.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1234] sdoh
[197] covid19
[140] publichealth
[133] healthequity
[100] healthcare
[55] поддержитемайорагрома
[54] health
[50] мгчд
[48] nphw
[45] whistler



Top Hashtags in Tweet in G1:
[55] поддержитемайорагрома
[50] мгчд
[27] майоргром
[13] виндинадримсмп
[11] dreamsmpfanart
[9] сероволк
[8] ranboofanart
[7] dsmpfanart
[6] philzafanart
[6] tommyinnitfanart

Top Hashtags in Tweet in G2:
[104] sdoh
[21] nphw
[14] covid19
[8] communitybenefitchat
[8] nphwchat
[7] sdomh
[7] socialdeterminantsofhealth
[6] tweetchat
[6] community
[6] mhealth

Top Hashtags in Tweet in G3:
[86] sdoh
[31] healthequity
[22] publichealth
[11] foodinsecurity
[10] racism
[10] covid19
[10] systemicracism
[5] equity
[5] mentalhealth
[5] nphw

Top Hashtags in Tweet in G4:
[100] sdoh
[14] healthcare
[10] healthequity
[9] covid19
[8] nphw
[7] publichealth
[6] health
[5] equity
[4] healthcareit
[4] technology

Top Hashtags in Tweet in G5:
[24] sdoh
[21] basicincome
[12] coronavirus
[11] covid19
[9] neuroscience
[8] poverty
[5] cdnpoli
[4] vaccination
[3] childcare
[2] homelessness

Top Hashtags in Tweet in G6:
[4] sdoh
[2] covid
[1] topoli
[1] covid19

Top Hashtags in Tweet in G7:
[45] sdoh
[26] hcldr
[20] healthcare
[18] vaccine
[15] covid19
[12] digitalhealth
[12] pophealth
[12] populationhealth
[9] vaccinations
[9] covidvaccine

Top Hashtags in Tweet in G8:
[54] sdoh
[12] healthequity
[11] covid19
[8] healthnotjusthealthcare
[6] nphw
[6] healthpolicy
[4] vaccine
[4] healthcare
[2] healthsystems
[2] reldata

Top Hashtags in Tweet in G9:
[66] sdoh
[15] healthdata
[10] healthcare
[9] healthequity
[9] publichealth
[7] digitalhealth
[7] covid19
[5] populationhealth
[5] hitsm
[4] healthit

Top Hashtags in Tweet in G10:
[39] covid19
[28] sdoh
[8] europeanhealthunion
[8] bmjopinion
[6] healthequity
[5] poverty
[5] cdnpoli
[4] ai
[3] childcare
[3] paidsickleave

Top Words
Top Words in Tweet in Entire Graph:
[1234] #sdoh
[1176] health
[465] я
[458] и
[382] sdoh
[354] не
[354] social
[324] в
[295] more
[284] что

Top Words in Tweet in G1:
[166] и
[127] я
[115] в
[95] не
[92] на
[90] что
[84] mandarin_sdoh
[71] это
[55] #поддержитемайорагрома
[54] а

Top Words in Tweet in G2:
[104] #sdoh
[101] health
[31] social
[28] communities
[27] care
[26] more
[21] #nphw
[21] opportunity
[20] community
[20] nphw

Top Words in Tweet in G3:
[86] #sdoh
[66] health
[31] #healthequity
[28] healthbegins
[28] racism
[25] vaccine
[25] equity
[22] #publichealth
[21] cdcgov
[20] disparities

Top Words in Tweet in G4:
[100] #sdoh
[85] health
[55] sdoh
[33] social
[31] more
[25] determinants
[23] data
[17] healthcare
[14] address
[14] #healthcare

Top Words in Tweet in G5:
[111] picardonhealth
[38] more
[33] crossing
[33] vaccinated
[33] borders
[33] everyday
[33] still
[33] unvaccinated
[33] truck
[33] drivers

Top Words in Tweet in G6:
[94] ritikagoelto
[81] need
[81] shut
[81] things
[81] down
[81] bring
[81] vaccines
[81] factories
[81] essential
[81] workers

Top Words in Tweet in G7:
[45] #sdoh
[30] health
[30] jameyedwards
[26] #hcldr
[21] pophealth
[20] #healthcare
[19] minority
[19] populations
[19] healthcare
[18] minute

Top Words in Tweet in G8:
[54] #sdoh
[50] health
[25] social
[24] more
[21] ceo
[21] abnermason
[20] determinants
[18] learn
[17] april
[15] sdoh

Top Words in Tweet in G9:
[66] #sdoh
[43] health
[39] data
[29] himss
[22] healthitnews
[19] social
[17] determinants
[17] good
[16] healthcare
[16] train

Top Words in Tweet in G10:
[46] health
[45] ontario
[39] #covid19
[31] farah_way
[30] precarious
[29] employment
[28] #sdoh
[28] mental
[27] co
[27] investigator

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[234] social,determinants
[205] determinants,health
[107] essential,workers
[84] need,shut
[84] shut,things
[84] things,down
[84] down,bring
[84] bring,vaccines
[84] vaccines,factories
[84] factories,essential

Top Word Pairs in Tweet in G1:
[26] gt,gt
[19] у,меня
[16] #поддержитемайорагрома,#мгчд
[16] ultimate_puddle,hochu_zhabu
[14] чумной,доктор
[14] hochu_zhabu,apelsin_voskres
[13] майор,гром
[12] mandarin_sdoh,hochu_zhabu
[11] гром,чумной
[11] #майоргром,#мгчд

Top Word Pairs in Tweet in G2:
[19] social,determinants
[18] everyone,deserves
[17] deserves,opportunity
[17] opportunity,reach
[17] reach,best
[17] best,health
[17] factsheet,series
[17] series,examines
[17] examines,#sdoh
[16] health,publichealth's

Top Word Pairs in Tweet in G3:
[17] covid,19
[15] public,health
[12] call,fact
[12] fact,same
[12] same,sdoh
[12] sdoh,contributing
[12] contributing,inequities
[12] inequities,covid
[12] 19,drive
[12] drive,similar

Top Word Pairs in Tweet in G4:
[23] social,determinants
[22] determinants,health
[11] learn,more
[10] data,challenges
[9] challenges,sdoh
[9] sdoh,overcome
[7] health,sdoh
[6] health,#sdoh
[5] public,health
[4] low,income

Top Word Pairs in Tweet in G5:
[33] crossing,vaccinated
[33] vaccinated,borders
[33] borders,everyday
[33] everyday,still
[33] still,unvaccinated
[33] unvaccinated,truck
[33] truck,drivers
[33] drivers,more
[33] more,half
[33] half,south

Top Word Pairs in Tweet in G6:
[81] need,shut
[81] shut,things
[81] things,down
[81] down,bring
[81] bring,vaccines
[81] vaccines,factories
[81] factories,essential
[81] essential,workers
[81] workers,vaccinate
[81] vaccinate,everyone

Top Word Pairs in Tweet in G7:
[19] minority,populations
[18] pophealth,minute
[18] population,health
[18] addition,facing
[18] facing,language
[18] language,barriers
[18] barriers,many
[18] many,minority
[18] populations,distrust
[18] distrust,healthcare

Top Word Pairs in Tweet in G8:
[20] social,determinants
[19] determinants,health
[14] ceo,abnermason
[8] referral,system
[7] stateofreform,federal
[7] join,ceo
[7] abnermason,paurvibhatt
[7] paurvibhatt,mdtfoundation
[7] mdtfoundation,kristinefortman
[7] kristinefortman,mhif_heart

Top Word Pairs in Tweet in G9:
[17] social,determinants
[17] determinants,health
[13] rahul,sharma
[12] sharma,ceo
[10] ceo,hsblox
[9] platform,company
[9] company,walks
[8] hsblox,social
[8] health,platform
[8] walks,obstacles

Top Word Pairs in Tweet in G10:
[28] precarious,employment
[28] mental,health
[27] co,investigator
[27] investigator,research
[27] research,team
[27] team,studying
[27] studying,precarious
[27] employment,mental
[27] health,ontario
[27] ontario,context

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@mandarin_sdoh
@bay_baykrizu
@artistjanai
@yasuuuf
@ultimate_puddle
@mak0tosgf
@apelsin_voskres
@nkiimuph
@hochu_zhabu

Top Replied-To in G1:
@mandarin_sdoh
@ultimate_puddle
@nkiimuph
@apelsin_voskres
@hochu_zhabu
@fre1dyke
@sokdobryy
@alkozhaba
@hurma_kakaya_to
@krisanetda

Top Replied-To in G2:
@nphw
@ahahospitals
@jmatthewaustin
@bigcitieshealth

Top Replied-To in G3:
@kellymdoran
@uche_blackstock

Top Replied-To in G5:
@melissaphuong

Top Replied-To in G7:
@carolforden
@skinnerismybf
@iamritu
@kempann
@amibhattmd
@stacy_hurt
@arwmd
@jameyedwards

Top Replied-To in G8:
@scottlenet
@jkriggins
@drharrythomas
@gi_pearls
@scottyweitzman
@3m

Top Replied-To in G9:
@mattsakumoto
@jamesegaston
@matt_r_fisher
@daniel_kraft

Top Replied-To in G10:
@steverussell

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@ritikagoelto
@jevlloyd
@brianrahmer
@publichealth
@farah_way
@jameyedwards
@hochu_zhabu
@himss
@healthbegins

Top Mentioned in G1:
@hochu_zhabu
@apelsin_voskres
@mandarin_sdoh
@gromfilm
@florensunstone
@lyricsajj
@patchehehe
@wuj_bogdan
@tvoyi_muziki
@fre1dyke

Top Mentioned in G2:
@publichealth
@nphw
@benefitinsight
@health_affairs
@nachc
@nashphealth
@kff
@ubssw
@epflcswccm
@nih_nhlbi

Top Mentioned in G3:
@healthbegins
@cdcgov
@pm_alberti
@lorettaemd
@fisherfood
@silkelefay
@axios
@cdcdirector
@milbankfund
@maizie333

Top Mentioned in G4:
@snovo_sdoh
@sinhanavin1

Top Mentioned in G5:
@picardonhealth
@parkinsonglobe
@emma
@glob
@nytint
@globeandmail
@torontostar
@globedebate
@mattgallowaycbc
@ritikagoelto

Top Mentioned in G6:
@ritikagoelto
@nankyrai
@lina_elfaki
@cdndrs4medicare

Top Mentioned in G7:
@jameyedwards
@healthythinker
@acctblehealth
@macovidvaxhelp
@amibhattmd
@walgreens
@paypal
@uber
@repbuddycarter

Top Mentioned in G8:
@abnermason
@consejosano_us
@elenamarks
@health4texas
@stateofreform
@kristinefortman
@mhif_heart
@_nowpow_
@paurvibhatt
@mdtfoundation

Top Mentioned in G9:
@himss
@healthitnews
@lgordonmooremd
@mattsakumoto
@gaujot
@drmelissaclarke
@change_hc
@techguy
@nversel
@med

Top Mentioned in G10:
@farah_way
@andrewdpinto
@linapapartyte
@ritikagoelto
@picardonhealth
@pwr_canada
@upstreamlab
@mchand13
@famphyscan
@cafreel

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@ez4u2say_janis
@evankirstel
@chuddles11
@dgendvil
@rosenchild
@lizditz
@b1e56df9ce6549f
@reuters
@viralvideovlogs

Top Tweeters in G1:
@lesh_ik
@florensunstone
@koralina_fanta
@_watsu
@9an9sta9an9sta
@fellvein
@palayeroyale
@kinopoiskru
@hasharakl
@darimirr

Top Tweeters in G2:
@caring_mobile
@nbcnews
@monitor_ph
@yoshiefuruhashi
@harassnomore
@emweeklyrpt
@publichealthmap
@doctor_david
@brookingsinst
@karenzgoda

Top Tweeters in G3:
@nytimes
@time
@guardianus
@tomvarghesejr
@thegrio
@newsandrecord
@bostonreview
@govexec
@lyft
@axios

Top Tweeters in G4:
@420hotdogs
@thinkalot
@dataemia
@mortgagenewsusa
@lartdelinfusion
@lil4a4a
@cornue
@opmedstudent
@drjim1954
@southshoreelder

Top Tweeters in G5:
@ez4u2say_janis
@chuddles11
@globeandmail
@gadflyquebec
@totigerlilly
@barneyblather
@gail_sloane
@animal
@globebusiness
@cdncrone

Top Tweeters in G6:
@annfinster
@davidchiarelli
@bconnolly00
@megw613
@johndotbastable
@rubaalhassani
@coronabot20
@bowman_beverly
@elegantinab
@rogerman99

Top Tweeters in G7:
@evankirstel
@carolforden
@drferdowsi
@npr
@newsneus
@nickisnpdx
@mgmglobal
@joebabaian
@svp7
@rasushrestha

Top Tweeters in G8:
@lohud
@houmanitarian
@north_easton
@shereesemaymba
@statnews
@amermedicalassn
@khnews
@atxscott
@jkriggins
@milkeninstitute

Top Tweeters in G9:
@cybersec_feeds
@rosenchild
@hubbucket
@ayirpelle
@johnnosta
@501m_k
@healthcareagg
@techguy
@informationweek
@daring35991901

Top Tweeters in G10:
@viralvideovlogs
@torontostar
@sunnydays180
@ciiaqaplfraser
@whaaf
@donnagillis
@noizangel
@drianweissman
@talefinn
@farah_way


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