sdoh, Twitter, 10/10/2021 6:39:54 AM, 264197


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sdoh_2021-10-09_22-52-16.xlsx
sdoh_2021-10-09_22-52-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
sdoh via NodeXL https://bit.ly/3DuICL8
@epflcswccm
@healthbegins
@picardonhealth
@silkelefay
@washingtonpost
@aligning4health
@mentalhretweet
@abnermason
@3dcommission
@rupalpt

Top hashtags:
#sdoh
#healthequity
#publichealth
#3dreport
#healthequality
#healthcare

Description:
Description
The graph represents a network of 2,888 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, 10 October 2021 at 05:57 UTC.

The requested start date was Sunday, 10 October 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 13-day, 10-hour, 43-minute period from Sunday, 26 September 2021 at 00:04 UTC to Saturday, 09 October 2021 at 10:47 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 : 2888
Unique Edges : 2507
Edges With Duplicates : 5050
Total Edges : 7557
Number of Edge Types : 5
Retweet : 1691
MentionsInRetweet : 2493
Tweet : 1095
Mentions : 1653
Replies to : 625
Self-Loops : 1127
Reciprocated Vertex Pair Ratio : 0.0673665791776028
Reciprocated Edge Ratio : 0.126229508196721
Connected Components : 400
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1213
Maximum Edges in a Connected Component : 3510
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.411199
Graph Density : 0.000438972296290468
Modularity : 0.474334
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,888 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, 10 October 2021 at 05:57 UTC.

The requested start date was Sunday, 10 October 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 13-day, 10-hour, 43-minute period from Sunday, 26 September 2021 at 00:04 UTC to Saturday, 09 October 2021 at 10:47 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:
[79] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-8-kilograms-fentanyl
[27] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[20] https://www.healthleadersmedia.com/revenue-cycle/your-coding-game-better-leverage-sdoh
[12] https://ingeniumdigitalhealth.com/using-telehealth-to-overcome-sdoh
[10] https://3dcommission.health/report
[8] https://healthcarenowradio.airtime.pro/
[8] https://healthitanalytics.com/news/using-sdoh-data-to-enhance-artificial-intelligence-outcomes
[8] https://www.accountablehealthllc.com/contact/newsletter-signup/
[7] https://healthitanalytics.com/
[6] https://www.healio.com/news/psychiatry/20200915/deaths-of-despair-have-increased-along-demographic-geographic-lines?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G1:
[7] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[3] https://www.mobihealthnews.com/news/amazon-web-services-invest-40m-health-outcomes-equity-tools
[2] https://www.healthcareitnews.com/news/health-equity-sdoh-key-priorities-onc-says-deputy-national-coordinator?utm_source=dlvr.it&utm_medium=twitter
[2] https://patientengagementhit.com/news/data-on-justice-involved-populations-targets-sdoh-cuts-recidivism
[2] -
[2] https://twitter.com/TheBOSSofStress/status/486209912645885952
[2] https://ehrintelligence.com/news/using-ehr-integrations-to-understand-social-determinants-of-health
[2] https://physiciansfoundation.org/press-releases/the-physicians-foundation-releases-comprehensive-recommendations-to-address-social-determinants-of-health/?utm_source=tw&utm_medium=organic&utm_campaign=PF_SDOH_2021&utm_content=OrgTW
[2] https://ehrintelligence.com/news/using-machine-learning-to-extract-sdoh-data-ehr-clinical-notes
[2] https://issuu.com/nccah-ccnsa/docs/fs-culturelanguage-sdoh-fnmi-en

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=xMxy1pyM3CQ&feature=youtu.be

[2] https://www.patreon.com/dzuban
[1] https://twitter.com/blobtonio/status/1441665710523043841
[1] https://twitter.com/Out_of_zhk/status/1442181888349777920
[1] https://twitter.com/Asgardskaya/status/1443219673819013122
[1] https://twitter.com/mandarin_sdoh/status/1443295424220127236
[1] https://twitter.com/tjournal/status/1443470768558551041
[1] https://twitter.com/mandarin_sdoh/status/1445074320166952961
[1] https://twitter.com/TMZ/status/1445770761679953934
[1] https://twitter.com/hourlyraiden/status/1432217515405443073

Top URLs in Tweet in G3:
[3] https://www.timescolonist.com/islander/trevor-hancock-measures-to-tackle-climate-change-bring-health-benefits-too-1.24360418
[2] https://www.theglobeandmail.com/opinion/article-all-parties-should-commit-to-lifting-people-with-disabilities-out-of/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://twitter.com/AlikaMD/status/1445036812486025219
[1] https://www.thestar.com/opinion/contributors/2021/10/03/will-justin-trudeaus-new-government-get-serious-on-canadas-widening-wealth-inequality.html
[1] https://www.washingtonpost.com/climate-environment/2021/09/26/change-disasters-kids-science-study/?tid=ss_tw
[1] https://www.nytimes.com/2021/09/27/us/fbi-murders-2020-cities.html?smid=tw-share
[1] https://www.nytimes.com/2021/09/28/magazine/dasani-invisible-child.html?smid=tw-share
[1] https://www.theguardian.com/inequality/2021/sep/28/wealthy-nations-must-share-more-resources-or-risk-crisis-for-billions-warns-un-chief
[1] https://www.nytimes.com/2021/10/03/climate/cities-public-transit-electric-tram-ferry-bus-cable-car.html?smid=tw-share
[1] https://www.theglobeandmail.com/opinion/editorials/article-is-the-war-against-bike-lanes-finally-over/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links

Top URLs in Tweet in G4:
[4] https://cvent.me/L4q405?RefId=Twitter
[2] https://healthbegins.org/about/#jobs
[2] https://www.washingtonpost.com/health/2021/09/23/covid-unvaccinated-but-willing/
[2] https://www.careinnovations.org/resources/tackling-sdoh/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://cvent.me/VnAnQM?RefId=Facebook
[2] https://www.chcs.org/medicaid-and-health-related-social-needs-four-insights-over-four-years/
[1] https://www.npr.org/sections/health-shots/2021/10/07/1043881136/covid-deaths-leave-thousands-of-u-s-kids-grieving-parents-or-primary-caregivers?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://patientengagementhit.com/news/what-is-the-difference-between-health-disparities-equity
[1] https://www.americanprogress.org/issues/healthcare/news/2021/09/23/504036/build-back-better-advancing-better-health-equity-family-well-economic-recovery/
[1] https://www.washingtonpost.com/health/2021/09/23/covid-unvaccinated-but-willing/?tid=ss_tw

Top URLs in Tweet in G5:
[6] https://www.linkedin.com/pulse/keeps-health-insurance-industry-awake-night-howard-a-green-md
[2] https://www.movinghealthcareupstream.org/wp-content/uploads/2021/04/Collection.of_.Tools_.and_.Resources_FINAL_4.14.21.pdf
[2] https://congressionalsdohcaucus.org/news-and-opportunities-for-engagement/
[2] https://www.cms.gov/files/document/z-codes-data-highlight.pdf
[2] https://www.risehealth.org/insights-articles/sdoh-in-the-news-hhs-awards-nearly-1b-in-american-rescue-plan-funding-to-support-vulnerable-communities-samhsa-distributes-825min-grants-to-cmhcs-and-more/?utm_source=Twitter&utm_medium=social&utm_campaign=News
[2] https://www.medigy.com/news/2021/10/03/chilmarkresearch-sdoh-data-standards-and-innovation-for-unstructured-sdoh-data/
[2] https://www.medigy.com/communities/chronic-care-management/curated-content/hitconsultant-sdoh-strategies-all-provider-organizations-should-be-adopting-now/
[2] https://www.medigy.com/news/2021/09/29/fiercehealthcare-amazon-taps-vr-voice-assistant-startups-and-8-others-for-inaugural-digital-health-accelerator/
[2] https://innovation.cms.gov/data-and-reports/2020/ahc-first-eval-rpt-fg
[1] https://store.qualityforum.org/products/driving-towards-change-overcoming-transportation-insecurity-through-healthcare-based-interventions-inter?utm_source=Publicity+Kit&utm_medium=Social,+Newsletter&utm_campaign=Transportation+Insecurity+Guide

Top URLs in Tweet in G7:
[78] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-8-kilograms-fentanyl
[4] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentan-0
[4] https://www.justice.gov/usao-sdoh/pr/columbus-police-officers-charged-crimes-related-distributing-least-7-kilograms-fentanyl
[4] https://twitter.com/RussellSieg/status/1389930964642668545?s=20
[2] https://www.justice.gov/usao-sdoh/pr/former-belmont-county-attorney-charged-stealing-more-half-million-dollars-elderly
[2] https://www.justice.gov/usao-sdoh/pr/trenton-man-sentenced-5-years-prison-aiding-illegal-purchase-firearms-connected-killing
[2] https://www.justice.gov/usao-sdoh/pr/columbus-man-charged-narcotics-conspiracy-also-accused-forcing-addicts-prostitution
[1] https://www.justice.gov/usao-sdoh/pr/former-air-force-contractor-sentenced-prison-illegally-taking-2500-pages-classified
[1] https://twitter.com/SDOHnews/status/1443210614890024960
[1] https://twitter.com/darreldrowland/status/1442846395661262854

Top URLs in Tweet in G8:
[6] https://www.healio.com/news/psychiatry/20200915/deaths-of-despair-have-increased-along-demographic-geographic-lines?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[4] https://www.cdc.gov/chronicdisease/programs-impact/sdoh/accelerator-plans.htm
[4] https://www.linkedin.com/slink?code=e8xyCVb&utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[4] https://www.healthleadersmedia.com/revenue-cycle/your-coding-game-better-leverage-sdoh
[3] https://racmonitor.com/the-sdomh-funding-frenzy/
[3] https://store.qualityforum.org/products/driving-towards-change-overcoming-transportation-insecurity-through-healthcare-based-interventions-inter?utm_source=Publicity+Kit&utm_medium=Social,+Newsletter&utm_campaign=Transportation+Insecurity+Guide
[2] https://shop.icd10monitor.com/social-determinants-of-health-package-p/isdoh2pt21.htm?utm_campaign=coschedule&utm_source=twitter&utm_medium=ICD10monitor
[2] https://www.linkedin.com/slink?code=dAy34CHZ
[2] 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
[1] https://patientengagementhit.com/news/clinician-advocates-move-needle-on-housing-quality-sdoh

Top URLs in Tweet in G9:
[3] https://twitter.com/RegHealthImp/status/1435236009663475717
[2] https://www.norc.org/NewsEventsPublications/PressReleases/Pages/few-physicians-document-social-needs-of-older-adults.aspx
[2] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2784565?guestAccessKey=5fc84819-0d7c-48c7-b73a-1492d826ea04&utm_content=weekly_highlights&utm_term=100321&utm_source=silverchair&utm_campaign=jama_network&cmp=1&utm_medium=email
[2] https://www.movementislifecaucus.com/
[1] https://www.cms.gov/newsroom/press-releases/cms-issues-new-roadmap-states-address-social-determinants-health-improve-outcomes-lower-costs
[1] https://twitter.com/civitas4health/status/1443640172135034884
[1] https://twitter.com/ConsejoSano_US/status/1446478021691645963
[1] https://www.healthpopuli.com/2021/09/29/genentechs-look-into-the-mirror-of-health-inequities/
[1] https://www.healthpopuli.com/2021/09/24/chronic-medical-conditions-mental-health-and-equity-on-employers-minds-for-2022-employee-health-in-the-wake-of-covid-19/
[1] https://www.eurekalert.org/news-releases/929486

Top URLs in Tweet in G10:
[6] https://ingeniumdigitalhealth.com/using-telehealth-to-overcome-sdoh
[3] https://health.gov/news/202109/healthy-people-2030-sdoh-partner-webinar
[2] https://nam.edu/an-equity-agenda-for-the-field-of-health-care-quality-improvement/
[1] http://www.sciencedirect.com/science/authShare/S0891524521001930/20211007T074900Z/1?md5=41dca75beb42c1aae103ee1e47cdee8a&dgcid=author
[1] https://twitter.com/jasminecrowe/status/1438328658746396676
[1] https://nam.edu/the-future-of-nursing-podcast/#.YVis7S6zD80.twitter
[1] https://health.gov/healthypeople/objectives-and-data/social-determinants-health
[1] https://nimhd.nih.gov/about/overview/science-visioning/visioning-strategies.html#methods
[1] http://www.sciencedirect.com/science/authShare/S0029655421002013/20211008T103500Z/1?md5=3aca0b21cffd2b9afc30c1c68a12c650&dgcid=coauthor
[1] https://twitter.com/lakeshia_aprn/status/1446468311890399233

Top Domains
Top Domains in Tweet in Entire Graph:
[208] twitter.com
[124] justice.gov
[40] linkedin.com
[30] 3dcommission.health
[25] jamanetwork.com
[24] healthleadersmedia.com
[19] ehrintelligence.com
[19] healthitanalytics.com
[16] youtube.com
[14] patientengagementhit.com

Top Domains in Tweet in G1:
[27] twitter.com
[10] linkedin.com
[9] justice.gov
[6] youtube.com
[4] patientengagementhit.com
[4] ehrintelligence.com
[4] issuu.com
[3] healthcareitnews.com
[3] healthitanalytics.com
[3] mobihealthnews.com

Top Domains in Tweet in G2:
[12] twitter.com
[2] youtube.com
[2] patreon.com
[1] johannatarkela.com
[1] inprnt.com
[1] linktr.ee
[1] gumroad.com

Top Domains in Tweet in G3:
[4] theglobeandmail.com
[3] thestar.com
[3] nytimes.com
[3] timescolonist.com
[2] twitter.com
[1] washingtonpost.com
[1] theguardian.com
[1] bloomberg.com

Top Domains in Tweet in G4:
[6] cvent.me
[5] healthaffairs.org
[4] washingtonpost.com
[3] theguardian.com
[2] healthbegins.org
[2] patientengagementhit.com
[2] americanprogress.org
[2] statnews.com
[2] khn.org
[2] careinnovations.org

Top Domains in Tweet in G5:
[9] twitter.com
[7] linkedin.com
[6] risehealth.org
[6] medigy.com
[4] chilmarkresearch.com
[4] cms.gov
[2] movinghealthcareupstream.org
[2] congressionalsdohcaucus.org
[2] cdc.gov
[2] sociallydetermined.com

Top Domains in Tweet in G7:
[93] justice.gov
[6] twitter.com

Top Domains in Tweet in G8:
[8] linkedin.com
[6] healio.com
[6] healthleadersmedia.com
[5] cdc.gov
[5] twitter.com
[3] icd10monitor.com
[3] racmonitor.com
[3] qualityforum.org
[2] healthpayerintelligence.com
[2] insider.com

Top Domains in Tweet in G9:
[12] twitter.com
[4] jamanetwork.com
[2] norc.org
[2] healthpopuli.com
[2] saluspopulisdoh.com
[2] medscape.com
[2] mobihealthnews.com
[2] panopto.com
[2] movementislifecaucus.com
[1] cms.gov

Top Domains in Tweet in G10:
[6] ingeniumdigitalhealth.com
[4] twitter.com
[4] health.gov
[3] nam.edu
[2] sciencedirect.com
[2] youtube.com
[1] nih.gov
[1] thehastingscenter.org
[1] linkedin.com
[1] medpagetoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1221] sdoh
[279] healthequity
[108] publichealth
[103] 3dreport
[93] healthequality
[93] healthcare
[86] sustainability
[80] healthpromotion
[77] globalhealth
[73] covid19



Top Hashtags in Tweet in G1:
[111] sdoh
[19] healthequity
[13] healthcare
[5] pophealth
[5] publichealth
[5] nurs360
[5] w6
[5] revup2021
[4] health
[4] socialdeterminantsofhealth

Top Hashtags in Tweet in G2:
[6] deltarune
[6] squidgame
[4] フードファンタジー
[4] deltarunechapter2
[4] drawingwhileblack
[4] vtmb
[4] oc
[2] sketch
[2] genshinimapct
[2] zhongli

Top Hashtags in Tweet in G3:
[17] disability
[16] sdoh
[11] poverty
[7] tuberculosis
[4] cdnpoli
[4] climatechange
[3] inclusion
[3] inequality
[3] globalhealth
[2] covid19

Top Hashtags in Tweet in G4:
[74] sdoh
[23] healthequity
[6] maternalhealth
[6] covid19
[6] unvaccinated
[4] systemicracism
[4] racism
[4] healthcare
[3] poverty
[3] telehealth

Top Hashtags in Tweet in G5:
[84] sdoh
[20] healthequity
[11] healthcare
[8] socialdeterminantsofhealth
[7] healthjustice
[3] sirenchats
[3] sdomh
[3] digitalhealth
[3] publichealth
[2] medtwitter

Top Hashtags in Tweet in G6:
[30] genshinimpact
[16] 原神
[14] childe
[8] zhongli
[6] xingqiu
[6] chongyun
[6] tartaglia
[4] kazuha
[4] genshinimapct
[4] fma

Top Hashtags in Tweet in G7:
[1] columbusoh
[1] lawenforcement
[1] drugs
[1] trafficking
[1] community
[1] trust
[1] law
[1] sad
[1] columbus

Top Hashtags in Tweet in G8:
[72] sdoh
[15] sharedfacts
[14] healthequity
[13] socialdeterminantsofhealth
[11] healthcare
[9] suicideprevention
[8] sdomh
[7] cashhoarding
[7] providers
[7] clinicians

Top Hashtags in Tweet in G9:
[53] sdoh
[15] healthequity
[7] telehealth
[5] healthcare
[5] healthdisparities
[5] covid19
[4] mentalhealth
[3] dei
[3] publichealth
[3] judges

Top Hashtags in Tweet in G10:
[43] sdoh
[18] healthinequities
[16] healthequity
[12] dyk
[8] systemicracism
[8] namperspectives
[7] grateful
[7] healthcare
[6] digitalhealth
[6] telehealth

Top Words
Top Words in Tweet in Entire Graph:
[1215] #sdoh
[878] health
[372] sdoh
[334] social
[279] #healthequity
[268] more
[224] care
[217] determinants
[215] ðµð
[200] data

Top Words in Tweet in G1:
[111] #sdoh
[92] health
[59] sdoh
[36] social
[29] more
[27] determinants
[24] data
[21] care
[19] #healthequity
[16] work

Top Words in Tweet in G2:
[195] mandarin_sdoh
[135] crazy_huezy
[113] apelsin_voskres
[101] ðµð
[91] ðºð
[88] ðµñ
[84] я
[80] не
[78] ðµ
[71] и

Top Words in Tweet in G3:
[142] against
[130] picardonhealth
[78] war
[66] first
[64] task
[64] doctor
[64] struggle
[64] disease
[64] begin
[64] bad

Top Words in Tweet in G4:
[72] #sdoh
[45] health
[23] #healthequity
[21] healthbegins
[17] disparities
[16] cc
[15] rural
[14] more
[14] community
[14] txpcc

Top Words in Tweet in G5:
[84] #sdoh
[52] health
[29] data
[26] more
[24] sdoh
[23] social
[20] #healthequity
[16] pm_alberti
[16] need
[16] care

Top Words in Tweet in G6:
[38] ãƒ
[30] #genshinimpact
[28] ðµð
[25] я
[18] что
[17] в
[16] #原神
[16] и
[15] ñœ
[14] на

Top Words in Tweet in G7:
[92] charged
[90] sdohnews
[86] columbus
[82] officers
[82] fentanyl
[79] crimes
[79] related
[79] police
[78] distributing
[78] kilograms

Top Words in Tweet in G8:
[72] #sdoh
[23] health
[15] sdoh
[15] allentien
[15] #sharedfacts
[14] social
[14] #healthequity
[13] #socialdeterminantsofhealth
[12] determinants
[11] judgewren

Top Words in Tweet in G9:
[52] #sdoh
[32] health
[24] sdoh
[17] more
[15] #healthequity
[14] abnermason
[13] care
[12] empathetic
[11] data
[10] equity

Top Words in Tweet in G10:
[52] health
[43] #sdoh
[33] social
[32] determinants
[28] nimhd
[22] address
[18] key
[18] long
[18] term
[18] strategy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[211] social,determinants
[198] determinants,health
[82] crimes,related
[81] war,against
[81] police,officers
[81] officers,charged
[81] charged,crimes
[81] related,distributing
[81] kilograms,fentanyl
[80] #healthequity,#healthequality

Top Word Pairs in Tweet in G1:
[26] social,determinants
[26] determinants,health
[8] health,equity
[8] #sdoh,#healthequity
[7] #healthequity,#sdoh
[7] sdoh,data
[6] health,sdoh
[6] health,#sdoh
[5] learn,more
[5] #nurs360,#w6

Top Word Pairs in Tweet in G2:
[40] спать,спать
[38] apelsin_voskres,crazy_huezy
[29] apelsin_voskres,mandarin_sdoh
[27] crazy_huezy,mandarin_sdoh
[18] у,меня
[17] ðµñ,ñœ
[17] ðµ,ðµð
[17] mandarin_sdoh,crazy_huezy
[16] crazy_huezy,apelsin_voskres
[15] ðºð,ðºð

Top Word Pairs in Tweet in G3:
[78] war,against
[64] first,task
[64] task,doctor
[64] struggle,against
[64] against,disease
[64] disease,begin
[64] begin,war
[64] against,bad
[64] bad,policy
[62] œthe,first

Top Word Pairs in Tweet in G4:
[10] closing,plenary
[10] plenary,speaker
[10] speaker,dr_tonyiton
[10] dr_tonyiton,calendow
[10] calendow,explore
[10] explore,strength
[10] strength,relationship
[10] relationship,between
[10] between,life
[10] life,expectancy

Top Word Pairs in Tweet in G5:
[15] social,determinants
[12] determinants,health
[9] need,more
[9] addressing,#sdoh
[8] #healthequity,#sdoh
[7] learn,more
[7] adults,know
[7] know,communities
[7] communities,need
[7] more,#healthcare

Top Word Pairs in Tweet in G6:
[30] ãƒ,ãƒ
[12] #genshinimpact,#原神
[6] ðµð,ñœ
[6] ãƒ,èª
[6] èª,ç
[5] sketch,final
[4] я,могу
[4] ñœ,ðµð
[4] ðº,ðµð
[4] #xingqiu,#chongyun

Top Word Pairs in Tweet in G7:
[80] sdohnews,columbus
[79] crimes,related
[78] police,officers
[78] officers,charged
[78] charged,crimes
[78] related,distributing
[78] kilograms,fentanyl
[77] columbus,police
[77] distributing,kilograms
[14] leesgirl9,clearing_fog

Top Word Pairs in Tweet in G8:
[12] social,determinants
[11] determinants,health
[10] #socialdeterminantsofhealth,#sdoh
[8] rethinking,juvenile
[8] juvenile,justice
[8] justice,santa
[8] santa,barbara
[8] barbara,county
[8] county,#sdoh
[8] #sdoh,andydrc

Top Word Pairs in Tweet in G9:
[10] health,equity
[8] health,care
[6] sdoh,data
[6] t4,empathetic
[6] empathetic,thoughts
[6] thoughts,great
[6] great,empathetic
[6] empathetic,actions
[6] actions,better
[6] better,we've

Top Word Pairs in Tweet in G10:
[32] social,determinants
[32] determinants,health
[20] health,#sdoh
[18] #sdoh,key
[18] key,long
[18] long,term
[18] term,strategy
[18] strategy,address
[18] address,#healthinequities
[18] #healthinequities,explore

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@apelsin_voskres
@crazy_huezy
@bulka_no_sdoh
@ultimate_puddle
@inon2re
@artistjanai
@yasuuuf
@alkozhaba
@spasiboputiny01

Top Replied-To in G2:
@mandarin_sdoh
@apelsin_voskres
@crazy_huezy
@ultimate_puddle
@inon2re
@alkozhaba
@spasiboputiny01
@gearbeagel
@tinvafla
@inkbowtie

Top Replied-To in G3:
@danyaalraza

Top Replied-To in G4:
@milbankfund

Top Replied-To in G5:
@ng_healthpolicy
@cmsgov
@hhs_aspe

Top Replied-To in G6:
@kkamiyai

Top Replied-To in G7:
@_kerijohnson
@mroose97
@sdohnews
@leesgirl9

Top Replied-To in G8:
@cdc_cancer
@david_cohn_md

Top Replied-To in G9:
@morgancheatham
@hhsgov
@shaunchavis
@unccher
@abhaydandekar
@yzsmith
@healthfirstny
@joinequip
@abnermason
@josephineensign

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@silkelefay
@3dcommission
@sdohnews
@brianrahmer
@mandarin_sdoh
@crazy_huezy
@apelsin_voskres
@trisha_the_doc
@nimhd

Top Mentioned in G1:
@health_care_it
@orbita_inc

Top Mentioned in G2:
@mandarin_sdoh
@crazy_huezy
@apelsin_voskres
@spasiboputiny01
@ga_lyricbot
@inon2re
@ultimate_puddle
@catwar_zine
@yecbkf
@names_are_funny

Top Mentioned in G3:
@picardonhealth
@torontostar
@kathleeno
@antonioguterres
@globedebate
@robinvsears
@docdanielle
@bloomberg
@disability_wp

Top Mentioned in G4:
@healthbegins
@txpcc
@dr_tonyiton
@calendow
@health_affairs
@health4texas
@joeagoada
@covidfinishline
@amprog
@factorhealth_

Top Mentioned in G5:
@pm_alberti
@cmsgov
@rootcauseco
@aamcjustice
@awscloud
@siren_ucsf
@newsomhcp
@amermedicalassn
@cmsinnovates
@medicaregov

Top Mentioned in G6:
@pimin_ugh
@genshinmem
@lilgojoya
@blutigenkaiser
@dongluyu
@sofonn3
@asukakyubi
@nukoji_
@saiprinsk
@marmastry

Top Mentioned in G7:
@sdohnews
@clearing_fog
@amys_here
@demopj
@saysdana
@arapaho415
@leesgirl9
@fbicincinnati
@60minutes
@russellsieg

Top Mentioned in G8:
@allentien
@judgewren
@andydrc
@epflcswccm
@margaretfinephd
@drvantilburg
@sandra_king2
@healthleaders
@cdcgov
@theacma

Top Mentioned in G9:
@abnermason
@consejosano_us
@nasdoh_alliance
@civitas4health
@jama_current
@nuslhealth
@qualityhealthn1
@cohealthfdn
@stateofreform
@norcnews

Top Mentioned in G10:
@nimhd
@thenamedicine
@aan_nursing
@felesiabowen
@nacchoalerts
@kellidepriest
@lakeshia_aprn
@digitalsalutem
@healthgov
@aphaphn

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@threadreaderapp
@cybersec_feeds
@chidambara09
@evankirstel
@rosenchild
@viralvideovlogs
@bob_stinson1234
@asher_wolf
@artificialbra1n

Top Tweeters in G1:
@420hotdogs
@t30p
@dataemia
@aleximenez
@einpresswirepr
@ainewsfeed
@grahamscambler
@sarang143u
@9joe9
@drzackaryberger

Top Tweeters in G2:
@deelasheeart
@shnell
@tinvafla
@amiko_chan
@ohnowaytay
@mrsofttod
@m_likeli_hood
@kaneblob
@korowin69
@lusciousapartus

Top Tweeters in G3:
@guardian
@npsusa
@koudaiin
@meeksvs
@inpoco
@globeandmail
@reporterphoenix
@blueravefinn
@torontostar
@dmrider

Top Tweeters in G4:
@noybsk2017
@washingtonpost
@latimes
@bullboss63
@ap
@guardianus
@johnoeffinger75
@npr
@edyong209
@nrdc

Top Tweeters in G5:
@nytimes
@supplychainsn
@dermhag
@cdcchronic
@krash63
@cascadia
@tbcle1
@hc_finance
@loveinpower
@pewtrusts

Top Tweeters in G6:
@mistyhalls
@lilgojoya
@pimin_ugh
@marmastry
@deniweenie
@sofonn3
@egnar0_0range
@cchaiart
@salalsaspoked
@hk_smith_man

Top Tweeters in G7:
@carrybeyond
@lllwry
@ydanasmithdutra
@digyoursoul
@aziegler
@dollymad1812
@jmoon901
@sharonvt75
@b_sputnik
@irocknashville

Top Tweeters in G8:
@johnapp63499667
@allentien
@pkanagaratnam
@publichealthmap
@marcalevin
@doctor_david
@robincogan
@fishyone5
@mentalhretweet
@vanderstelttina

Top Tweeters in G9:
@walmart
@canisgallicus
@pfanderson
@pattyto14364810
@joebabaian
@target
@healthpolicybot
@natgeo
@techguy
@bestbuy

Top Tweeters in G10:
@harassnomore
@mgmglobal
@brokenf8
@tashacns
@grbusinaro
@medicaliphone
@jon_arve
@aanp_news
@youtube
@nacchoalerts