sdoh, Twitter, 5/2/2021 6:16:06 PM, 253982


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sdoh_2021-05-01_22-51-27.xlsx
sdoh_2021-05-01_22-51-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 02, 2021
Short Description:
sdoh via NodeXL https://bit.ly/3ebBPvZ
@picardonhealth
@healthbegins
@ritikagoelto
@publichealthmap
@nytimes
@epflcswccm
@nytopinion
@melissasweetdr
@marianne_mallet
@clearing_fog

Top hashtags:
#sdoh
#covid19
#healthequity
#onpoli
#publichealth
#healthcare
#pdoh

Description:
Description
The graph represents a network of 3,133 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, 02 May 2021 at 05:56 UTC.

The requested start date was Sunday, 02 May 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, 11-minute period from Sunday, 18 April 2021 at 00:12 UTC to Friday, 30 April 2021 at 12:24 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 : 3133
Unique Edges : 2390
Edges With Duplicates : 5655
Total Edges : 8045
Number of Edge Types : 5
Replies to : 631
Mentions : 1486
Retweet : 1980
MentionsInRetweet : 2806
Tweet : 1142
Self-Loops : 1166
Reciprocated Vertex Pair Ratio : 0.0587297369120383
Reciprocated Edge Ratio : 0.110943775100402
Connected Components : 360
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 1828
Maximum Edges in a Connected Component : 4729
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.812541
Graph Density : 0.00040601042174944
Modularity : 0.478176
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,133 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, 02 May 2021 at 05:56 UTC.

The requested start date was Sunday, 02 May 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, 11-minute period from Sunday, 18 April 2021 at 00:12 UTC to Friday, 30 April 2021 at 12:24 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.justice.gov/usao-sdoh/pr/hospital-researcher-sentenced-prison-conspiring-steal-trade-secrets-sell-china
[14] https://www.justice.gov/usao-sdoh/pr/cincinnati-political-consultant-charged-embezzling-14m-congressional-campaign
[12] https://www.capc.org/blog/social-workers-can-lead-the-way-in-addressing-health-inequities/?utm_source=Center
[10] https://medcitynews.com/2021/04/the-key-to-sdoh-health-literacy/
[10] https://patientengagementhit.com/news/sdoh-informed-primary-care-improves-patient-experience-scores
[9] -
[8] https://www.justice.gov/usao-sdoh/pr/final-defendant-pleads-guilty-case-involving-58-firearms-stolen-sporting-goods-store
[8] https://blogs.3ds.com/northamerica/what-to-expect-in-2021-in-healthcare-and-digital-health-part-1/
[8] https://lindsayadvocate.ca/city-to-encourage-conversation-about-basic-income/
[7] https://www.theglobeandmail.com/canada/article-what-is-and-isnt-paid-sick-leave-in-canada-a-short-primer/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links

Top URLs in Tweet in G1:
[4] https://www.accountablehealthllc.com/media/pophealth-minute/
[2] https://twitter.com/HealthBegins/status/1383860647214026752
[2] http://www.healthaffairs.org/do/10.1377/hp20210414.194841/full/?utm_medium=social&utm_source=twitter&utm_campaign=podcast&utm_content=a+health+podyssey
[2] https://www.chcs.org/resource/addressing-health-related-social-needs-among-medicaid-beneficiaries-mapping-cross-sector-partnership-roles/
[2] https://www.healthaffairs.org/do/10.1377/hp20210203.855796/full/?cookieSet=1
[2] https://everyfamilyforward.org/raising-the-next-generation-black-parents-and-caregivers
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00937-5/fulltext#.YIBXwQJ4PgQ.twitter
[1] https://www.healthaffairs.org/doi/10.1377/hblog20210420.146637#.YIba96WQm7g.twitter
[1] https://www.npr.org/sections/health-shots/2020/06/25/877549715/bear-our-pain-the-plea-for-more-black-mental-health-workers?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.rwjf.org/en/blog/2021/04/what-it-will-take-to-address-the-covid-19-eviction-crisis.html?cid=xsh_rwjf_at#.YHnK8lPQrUs.twitter

Top URLs in Tweet in G2:
[8] https://blogs.3ds.com/northamerica/what-to-expect-in-2021-in-healthcare-and-digital-health-part-1/
[4] https://www.healthpopuli.com/2021/04/27/health-disparities-and-the-risks-of-social-determinants-for-covid-19-14-months-of-evidence/
[3] https://www.youtube.com/watch?v=KpqR2pNNylk

[3] https://healthcurrent.org/programs/ahcccs-programs/dapsdoh/
[3] https://healthcurrent.org/sdoh/
[2] https://mailchi.mp/qualityhealth/bree-collaborative-sdoh
[2] https://www.rwjbh.org/blog/2020/october/rwjbarnabas-health-launches-nation-s-first-unive/
[1] https://www.aafp.org/news/blogs/freshperspectives/entry/20210429fp-equity.html?cmpid=0403c2ad-8242-4f7a-89e2-6148a52eadad&utm_campaign=aafpnews&utm_div=com&utm_mission=ot&utm_prod=news&utm_soc=twitter&utm_prof=aafp
[1] https://www.alliancerxwp.com/news/the-importance-of-identifying-social-determinants-of-health-opportunit
[1] https://alliancerxwp.com/contents/press-releases/alliancerx-walgreens-prime-highm.html

Top URLs in Tweet in G3:
[7] https://www.theglobeandmail.com/opinion/article-national-child-care-how-can-we-afford-not-to/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[7] https://www.theglobeandmail.com/canada/article-what-is-and-isnt-paid-sick-leave-in-canada-a-short-primer/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[3] https://twitter.com/drandrewb/status/1387429401923448834
[2] https://www.theglobeandmail.com/business/commentary/article-10-a-day-child-care-needs-to-serve-all-working-parents/
[2] https://www.theglobeandmail.com/politics/article-federal-budget-2021-10-a-day-child-care-in-canada-explainer/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.985fm.ca/audio/390931/comment-vont-les-tout-petits-plusieurs-facteurs-de-risque-de-la-maltraitance-des-enfants-ont-ete-exacerbes-par-la-pandemie
[2] https://tout-petits.org/publications/portraits-annuels/politiques-publiques/
[2] https://www.theglobeandmail.com/canada/article-emily-victoria-viegas-13-is-one-of-the-youngest-people-in-canada-to/
[2] http://accidentaldeliberations.blogspot.com/2021/04/monday-morning-links_19.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-021-00943-x%2Findex.html

Top URLs in Tweet in G4:
[1] https://www.thestar.com/opinion/contributors/2021/04/22/ontario-is-finally-considering-paid-sick-days-as-doctors-caring-for-our-most-vulnerable-these-are-the-details-we-want-to-see-in-the-plan.html
[1] https://springmag.ca/bill-247-10-reasons-to-legislate-10-paid-sick-days
[1] https://www.cdhn.org/recruitment
[1] https://twitter.com/HPAP_Ontario/status/1384115668853788685
[1] https://www.kingsfund.org.uk/publications/montefiore-health-system-summary
[1] https://twitter.com/cafreeland/status/1384242049365417988
[1] https://twitter.com/cafreeland/status/1384244274292609034
[1] https://docs.google.com/document/d/1fVkVw2vOSF_TowE3cmfo_wM4s6_Yp74Lzhz2sUUj4iA/edit

Top URLs in Tweet in G5:
[2] https://ficbook.net/readfic/10680458
[1] https://twitter.com/SetItOff/status/1384054772337020938
[1] https://twitter.com/mandarin_sdoh/status/1385997880918528004
[1] https://twitter.com/privet666andrei/status/1291022290487058432
[1] https://twitter.com/privet666andrei/status/1387014569789300738
[1] https://twitter.com/privet666andrei/status/1387014815030206475
[1] https://www.youtube.com/watch?v=_AXyqRF9OHE&feature=youtu.be

[1] https://twitter.com/privet666andrei/status/1290589822319566848
[1] https://patreon.com/Efferwescent
[1] https://twitter.com/setitoff/status/1384054772337020938

Top URLs in Tweet in G6:
[5] https://www.healthsharetv.com/content/webinar-achieving-health-equity-through-sdoh-technology-enabled-and-community-based
[4] https://medcitynews.com/2021/04/the-key-to-sdoh-health-literacy/
[3] https://www.healthaffairs.org/do/10.1377/hblog20210420.146637/full/
[2] https://liberatehealth.medecision.com/understanding-at-risk-populations-treating-the-whole-person/
[2] https://parentsecurityonline.com/minorsextrafficking-acting-u-s-attorney-patel-names-senior-litigation-counsel-usao-sdoh/
[2] https://www.justice.gov/usao-sdoh/pr/hospital-researcher-sentenced-prison-conspiring-steal-trade-secrets-sell-china
[2] https://rx.health/sdoh/
[2] https://patientengagementhit.com/news/sdoh-informed-primary-care-improves-patient-experience-scores
[2] https://healthblawg.com/2020/05/konstantin-pophealth-axispointhealth.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.strategy-business.com/blog/Empowerment-will-be-at-the-heart-of-the-new-healthcare-experience?gko=249d7

Top URLs in Tweet in G7:
[4] -
[2] https://urbanhealth.jhu.edu/what-we-do/social-determinants-health-symposium/SDH2021/2021/index.html
[2] https://www.healthify.us/healthify-insights/challenges-to-building-mutually-beneficial-cbo-payer-partnerships?utm_campaign=White
[2] Paper
[2] CBO
[2] Payer
[2] Relationships
[2] Challenges
[2] and
[1] https://www.marketwatch.com/story/people-of-color-face-multiple-barriers-to-vaccine-access-including-skepticism-of-a-system-that-has-treated-them-poorly-11619444206

Top URLs in Tweet in G8:
[29] https://www.justice.gov/usao-sdoh/pr/hospital-researcher-sentenced-prison-conspiring-steal-trade-secrets-sell-china
[9] https://www.justice.gov/usao-sdoh/pr/cincinnati-political-consultant-charged-embezzling-14m-congressional-campaign
[7] https://www.justice.gov/usao-sdoh/pr/final-defendant-pleads-guilty-case-involving-58-firearms-stolen-sporting-goods-store
[2] https://www.justice.gov/usao-sdoh/pr/southern-ohio-woman-charged-embezzling-more-700k-employer
[2] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation
[2] https://www.justice.gov/usao-sdoh/pr/acting-us-attorney-patel-names-senior-litigation-counsel
[2] https://www.justice.gov/usao-sdoh/pr/carjacking-defendant-who-fled-after-bench-trial-sentenced-more-12-years-prison
[2] https://www.justice.gov/usao-sdoh/pr/dayton-business-owner-pleads-guilty-covid-relief-fraud
[1] https://twitter.com/FBICincinnati/status/1350161035492290565
[1] https://www.justice.gov/usao-sdoh/pr/cincinnati-man-charged-impersonating-federal-employee-agent

Top URLs in Tweet in G9:
[5] https://www.croakey.org/back-to-the-fire-in-adelaide-putting-the-spotlight-on-racism-in-healthcare/
[2] https://apple.news/ALR0lAjXJRpSlIHnWB5V_Ag
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-021-00943-x%2Findex.html
[1] https://www.croakey.org/the-poorest-australians-are-twice-as-likely-to-die-before-age-75-as-the-richest-and-the-gap-is-widening/
[1] https://www.croakey.org/supporting-croakey/
[1] https://www.theguardian.com/australia-news/2021/apr/29/only-three-rental-properties-in-australia-are-affordable-for-singles-on-jobseeker-study?CMP=Share_iOSApp_Other
[1] https://www.abc.net.au/news/2021-04-29/qld-social-housing-shortfall-june-budget-four-billion-pitch/100101392
[1] https://www.croakey.org/united-states-public-health-agency-declares-racism-a-serious-health-threat-meanwhile-in-australia/
[1] https://twitter.com/POTUS/status/1387584072021692420
[1] https://www.theguardian.com/australia-news/2021/apr/26/its-rare-to-be-able-to-tell-the-truth-heres-whats-wrong-with-the-mental-health-system

Top URLs in Tweet in G10:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900937-5%2Ffulltext&rc=0
[2] https://twitter.com/brianrahmer/status/1385212768324882433
[2] https://twitter.com/brianrahmer/status/1356978405053505536
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fimmersive%2Fd41586-021-00943-x%2Findex.html
[1] https://twitter.com/brianrahmer/status/1385575502421889027
[1] https://twitter.com/brianrahmer/status/1381962834532257794
[1] https://www.axios.com/hard-truths-race-health-care-e97c77e3-c815-4842-aee5-bb9e1f479f03.html
[1] https://www.theguardian.com/us-news/2020/apr/16/profit-over-people-cost-over-care-americas-broken-healthcare-exposed-by-virus
[1] https://jamanetwork.com/journals/jama/fullarticle/2764789
[1] https://www.thenation.com/article/american-decay/

Top Domains
Top Domains in Tweet in Entire Graph:
[288] twitter.com
[81] justice.gov
[27] theglobeandmail.com
[26] healthaffairs.org
[17] medcitynews.com
[16] patientengagementhit.com
[13] thestar.com
[13] linkedin.com
[12] youtube.com
[12] capc.org

Top Domains in Tweet in G1:
[11] healthaffairs.org
[9] twitter.com
[5] accountablehealthllc.com
[4] chcs.org
[3] npr.org
[2] thelancet.com
[2] nytimes.com
[2] theguardian.com
[2] 19thnews.org
[2] khn.org

Top Domains in Tweet in G2:
[8] twitter.com
[8] 3ds.com
[6] healthcurrent.org
[4] healthpopuli.com
[3] youtube.com
[3] rwjbh.org
[2] aafp.org
[2] alliancerxwp.com
[2] fcc.gov
[2] mailchi.mp

Top Domains in Tweet in G3:
[26] theglobeandmail.com
[6] twitter.com
[4] cbc.ca
[4] thestar.com
[3] nytimes.com
[2] 985fm.ca
[2] tout-petits.org
[2] blogspot.com
[1] nature.com
[1] ottawacitizen.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] thestar.com
[1] springmag.ca
[1] cdhn.org
[1] org.uk
[1] google.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] ficbook.net
[1] youtube.com
[1] patreon.com
[1] setitoffband.com

Top Domains in Tweet in G6:
[24] twitter.com
[5] medcitynews.com
[5] linkedin.com
[5] healthsharetv.com
[4] justice.gov
[4] healthaffairs.org
[3] risehealth.org
[2] medecision.com
[2] parentsecurityonline.com
[2] nature.com

Top Domains in Tweet in G7:
[9] twitter.com
[4] healthify.us
[2] scientificamerican.com
[2] jhu.edu
[2] cdc.gov
[2] mcg.com
[1] marketwatch.com
[1] apha.org
[1] publichealthnewswire.org
[1] politico.com

Top Domains in Tweet in G8:
[61] justice.gov
[1] twitter.com

Top Domains in Tweet in G9:
[9] croakey.org
[2] apple.news
[2] theguardian.com
[2] twitter.com
[1] nature.com
[1] net.au
[1] org.au

Top Domains in Tweet in G10:
[39] twitter.com
[4] theguardian.com
[2] nytimes.com
[2] time.com
[2] newrepublic.com
[2] marketwatch.com
[2] elsevierhealth.com
[2] nature.com
[1] axios.com
[1] jamanetwork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1386] sdoh
[334] covid19
[192] healthequity
[146] onpoli
[81] publichealth
[81] healthcare
[75] pdoh
[44] childcare
[42] mentalhealth
[40] health



Top Hashtags in Tweet in G1:
[119] sdoh
[25] healthequity
[8] legalaid
[7] hcldr
[6] mentalhealth
[6] grantwatch
[6] ahealthpodyssey
[5] systemicracism
[5] upstream
[5] cahealthequityfund

Top Hashtags in Tweet in G2:
[84] sdoh
[17] covid19
[16] hcldr
[13] healthdisparities
[13] healthcare
[13] digitalhealth
[12] healthequity
[9] collisionconf
[7] innovation
[6] telemednow

Top Hashtags in Tweet in G3:
[60] covid19
[51] sdoh
[43] childcare
[25] budget2021
[22] eldercare
[15] onpoli
[11] cdnpoli
[10] poverty
[8] cdnhealth
[7] inequality

Top Hashtags in Tweet in G4:
[132] sdoh
[121] covid19
[119] onpoli
[4] healthworkersfightback
[4] healthinequalities
[3] meded
[2] nbpoli
[1] racism
[1] newopportunity
[1] joinourteam

Top Hashtags in Tweet in G5:
[15] мгчд
[11] майоргром
[8] сероволк
[6] warriorcats
[6] joshfight
[4] фруктовыйсад
[4] ranboofanart
[2] genshinimpact
[2] genshinimpactfanart
[2] razor

Top Hashtags in Tweet in G6:
[94] sdoh
[13] healthequity
[13] healthcare
[7] covid19
[5] webinar
[4] cdnpoli
[4] cdnhealth
[4] health
[3] medicare
[3] socialdeterminantsofhealth

Top Hashtags in Tweet in G7:
[37] sdoh
[18] covid19
[4] healthequity
[3] healthcare
[2] health
[2] publichealth
[2] pophealth
[2] populationhealth
[2] valuebasedcare
[2] racism

Top Hashtags in Tweet in G8:
[1] legalaid

Top Hashtags in Tweet in G9:
[37] sdoh
[14] culturaldeterminants
[5] backtothefire
[2] tasvotes
[1] stopstructuralviolence
[1] climateaction
[1] pijmatters
[1] cultureiskey
[1] indigenousncds
[1] beatncds

Top Hashtags in Tweet in G10:
[81] sdoh
[73] pdoh
[36] interdependence
[6] hiap
[4] covid19
[1] peoh
[1] alienation
[1] soctwitter

Top Words
Top Words in Tweet in Entire Graph:
[1387] #sdoh
[1090] health
[392] я
[382] social
[364] sdoh
[362] и
[331] #covid19
[310] не
[276] more
[238] в

Top Words in Tweet in G1:
[119] #sdoh
[109] health
[44] healthbegins
[36] more
[35] social
[29] address
[29] issue
[26] elenamarks
[25] care
[25] #healthequity

Top Words in Tweet in G2:
[84] #sdoh
[78] health
[32] sdoh
[25] consejosano_us
[24] social
[20] abnermason
[20] colin_hung
[20] system
[19] patients
[17] #covid19

Top Words in Tweet in G3:
[123] picardonhealth
[70] people
[60] #covid19
[51] #sdoh
[43] health
[43] #childcare
[42] one
[32] canada
[31] good
[28] hotels

Top Words in Tweet in G4:
[143] ritikagoelto
[132] health
[132] #sdoh
[121] #covid19
[119] #onpoli
[117] politics
[117] #1
[117] determinant
[31] sick
[30] paid

Top Words in Tweet in G5:
[108] и
[108] mandarin_sdoh
[94] я
[75] в
[74] не
[60] на
[60] privet666andrei
[59] что
[47] с
[36] все

Top Words in Tweet in G6:
[97] health
[94] #sdoh
[54] sdoh
[31] social
[25] care
[24] determinants
[17] more
[16] data
[15] healthcare
[14] address

Top Words in Tweet in G7:
[37] #sdoh
[36] health
[31] nationshealth
[23] publichealth
[21] sdoh
[20] study
[19] police
[19] killings
[19] declined
[19] cities

Top Words in Tweet in G8:
[54] sdohnews
[34] charged
[31] sentenced
[31] prison
[31] steal
[30] trade
[30] secrets
[29] conspiring
[28] china
[27] embezzling

Top Words in Tweet in G9:
[46] health
[37] #sdoh
[28] melissasweetdr
[23] croakeynews
[18] indeed
[18] placing
[18] emphasis
[18] individual
[18] programs
[18] ok

Top Words in Tweet in G10:
[92] brianrahmer
[81] #sdoh
[73] #pdoh
[70] health
[36] #interdependence
[23] economic
[23] americans
[23] more
[22] public
[20] poverty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[216] social,determinants
[193] determinants,health
[132] #covid19,#sdoh
[130] determinant,health
[124] politics,#1
[124] #1,determinant
[124] health,#onpoli
[124] #onpoli,#covid19
[123] ritikagoelto,politics
[84] public,health

Top Word Pairs in Tweet in G1:
[15] social,determinants
[15] health,disparities
[15] address,#sdoh
[14] determinants,health
[14] health,outcomes
[10] #sdoh,#healthequity
[10] health,care
[9] finding,effective
[9] effective,ways
[9] ways,address

Top Word Pairs in Tweet in G2:
[16] social,determinants
[16] determinants,health
[10] referral,system
[9] t1,sdoh
[9] sdoh,cause
[9] cause,incredible
[9] incredible,harm
[9] harm,patients
[9] patients,someone
[9] someone,take

Top Word Pairs in Tweet in G3:
[27] one,way
[27] way,people
[27] people,streets
[27] streets,buy
[27] buy,hotels
[27] hotels,homeless
[27] homeless,people
[27] people,place
[27] place,live
[27] live,life

Top Word Pairs in Tweet in G4:
[117] politics,#1
[117] #1,determinant
[117] determinant,health
[117] health,#onpoli
[117] #onpoli,#covid19
[117] #covid19,#sdoh
[116] ritikagoelto,politics
[30] paid,sick
[30] sick,days
[15] ontario,finally

Top Word Pairs in Tweet in G5:
[11] mandarin_sdoh,я
[10] я,не
[9] потому,что
[9] fre1dyke,mandarin_sdoh
[7] mandarin_sdoh,alkozhaba
[7] apelsin_voskres,mandarin_sdoh
[6] у,меня
[6] я,просто
[6] josh,fight
[6] волк,с

Top Word Pairs in Tweet in G6:
[21] social,determinants
[21] determinants,health
[9] health,sdoh
[7] health,outcomes
[7] #healthequity,#sdoh
[7] public,health
[6] community,based
[5] learn,more
[5] health,#sdoh
[5] 29,#webinar

Top Word Pairs in Tweet in G7:
[19] study,police
[19] police,killings
[19] killings,declined
[19] declined,cities
[19] cities,black
[19] black,lives
[19] lives,matter
[19] matter,protests
[19] protests,took
[19] took,place

Top Word Pairs in Tweet in G8:
[30] trade,secrets
[29] conspiring,steal
[28] prison,conspiring
[28] steal,trade
[27] charged,embezzling
[27] hospital,researcher
[27] researcher,sentenced
[27] sentenced,prison
[27] secrets,sell
[27] sell,china

Top Word Pairs in Tweet in G9:
[18] indeed,placing
[18] placing,emphasis
[18] emphasis,individual
[18] individual,programs
[18] programs,ok
[18] ok,allows
[18] allows,government
[18] government,ignore
[18] ignore,drivers
[17] bluntshovels,indeed

Top Word Pairs in Tweet in G10:
[67] #pdoh,#sdoh
[17] #interdependence,#pdoh
[15] public,health
[10] health,disparities
[10] #sdoh,#interdependence
[10] become,more
[9] social,determinants
[9] determinants,health
[9] whether,public
[9] health,field

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@mandarin_sdoh
@privet666andrei
@bay_baykrizu
@sword_artur
@apelsin_voskres
@mak0tosgf
@yasuuuf
@hochu_zhabu
@jamesduddridge

Top Replied-To in G1:
@healthbegins
@nighthawkatc
@rae_pru
@health_affairs
@guardian

Top Replied-To in G2:
@abnermason
@stacy_hurt
@bree_wa
@npr
@vikbakhru
@ceciconnolly
@lenisocial
@amibhattmd

Top Replied-To in G3:
@nightshiftmd

Top Replied-To in G4:
@catherinemurnin
@steveubc
@gillianleelewis
@drdsharp07

Top Replied-To in G5:
@mandarin_sdoh
@privet666andrei
@apelsin_voskres
@hochu_zhabu
@fre1dyke
@alkozhaba
@ultimate_puddle
@spasiboputiny01
@nkiimuph
@geedevotee

Top Replied-To in G6:
@ourwidercircle

Top Replied-To in G7:
@cepollack
@docrobphd23
@d_r_williams1
@gcschoolsnc

Top Replied-To in G8:
@sdohnews

Top Replied-To in G9:
@ssawning
@croakeynews
@claski

Top Replied-To in G10:
@londyloo
@sarcandes

Top Mentioned
Top Mentioned in Entire Graph:
@ritikagoelto
@picardonhealth
@brianrahmer
@talk2oleary
@sdohnews
@healthbegins
@nationshealth
@rcofinof
@anthonythenp
@melissasweetdr

Top Mentioned in G1:
@healthbegins
@elenamarks
@health_affairs
@davidlakey_md
@eileennehme
@health4texas
@chcshealth
@rupalpt
@m_scribe
@asco

Top Mentioned in G2:
@consejosano_us
@colin_hung
@abnermason
@_nowpow_
@hassanah2017
@rasushrestha
@irmaraste
@drleanawen
@atriumhealth
@stacy_hurt

Top Mentioned in G3:
@picardonhealth
@pi
@globeandmail
@ke
@globedebate
@epaultaylor
@lizrenzetti
@yuenpauwoo
@mtlgazette
@kpateonthehill

Top Mentioned in G4:
@ritikagoelto
@heartsontheleft
@cdhn_ni
@publichealthie
@mcevoyclaire
@alanstout19
@edshields11
@gildernewcolm
@michaelmarmot
@montefiorenyc

Top Mentioned in G5:
@mandarin_sdoh
@alkozhaba
@apelsin_voskres
@privet666andrei
@ultimate_puddle
@fre1dyke
@_vinsenta
@darrriaart
@genshinmem
@lyricsajj

Top Mentioned in G6:

Top Mentioned in G7:
@nationshealth
@publichealth
@jhurbanhealth
@safephd
@lisacoopermd
@cdcgov
@d_r_williams1
@harvardchansph
@sciam
@60minutes

Top Mentioned in G8:
@sdohnews
@clearing_fog
@ninaandtito
@demopj
@imdrinknwyn
@brookeandtodd
@stevechabot
@healthbegins
@dirkschwenk
@sbaoig

Top Mentioned in G9:
@melissasweetdr
@croakeynews
@bluntshovels
@lowitjainstitut
@indigenousncds
@baumfran
@catsinam
@tess
@naturenews
@wepublichealth

Top Mentioned in G10:
@brianrahmer
@caps_research
@proflatinxhlth
@londyloo
@medburnbook
@healthbegins
@bmcimres
@handmaid_rn
@lynne_segal
@amymaxmen

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@belizean_bz
@kattavernd
@chidambara09
@kat4obama
@evankirstel
@thehill
@rosenchild
@jjj5819
@theresamax

Top Tweeters in G1:
@thehill
@guardian
@nytimes
@time
@latimes
@monitor_ph
@guardianus
@motherjones
@jerry_durhampt
@nytopinion

Top Tweeters in G2:
@evankirstel
@walmart
@pfanderson
@wordfinga
@tomvarghesejr
@godfrey_g_
@npr
@rajbhagwandin01
@kumar_ranjeet
@_everbright_

Top Tweeters in G3:
@kimvie
@mariorobertop
@globeandmail
@jdignum
@torontostar
@wumpyspeaks
@michaelcozens
@cbcnews
@mtlgazette
@lmv6719

Top Tweeters in G4:
@viralvideovlogs
@suestroud
@pensiveparadox
@sandi89701936
@gabrfranke
@gforbes
@pialiroy
@dbattistella
@couragesings
@ivriniel

Top Tweeters in G5:
@discord
@florensunstone
@koralina_fanta
@huyandere
@kribsoot
@shupakabraa
@markassus
@knightofgames_
@trickylie
@dumbricardo

Top Tweeters in G6:
@420hotdogs
@gregorydevans
@sandymaxey
@parentsecurity
@drlfarrell
@mendy_asigc
@davidchao
@juslilmissp
@strategymaestro
@vmcombs

Top Tweeters in G7:
@estarianne
@washingtonpost
@peace1
@politico
@marketwatch
@openmarketingtv
@nbcnews
@sonja_ann
@mcgwiggles
@moldedfromcle

Top Tweeters in G8:
@theresamax
@carrybeyond
@janesepmeier
@americanmom01
@stlhd100
@rralstonagile
@meljmcd
@givengrace1986
@dazilmz
@crazybob48

Top Tweeters in G9:
@ketaminh
@markplackett1
@melissasweetdr
@mariecolemanao
@leftboomer
@joneshowdareyou
@erika_borkoles
@dpeters1977
@nacchoaustralia
@parisasparagus

Top Tweeters in G10:
@jjj5819
@moreandagain
@katgodspell
@mrtachilles
@wydmindfeersart
@joke2power
@social_seer
@yoshiefuruhashi
@scottzpinkrose
@a_donna


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