sdoh, Twitter, 3/12/2023 7:01:17 AM, 290945


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sdoh_2023-03-11_22-50-00.xlsx
sdoh_2023-03-11_22-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2023
Short Description:
sdoh via NodeXL https://bit.ly/3Tcg9mo
@healthbegins
@healthlandscape
@minorityhealth
@health_affairs
@onc_healthit
@sdohnews
@sociojen
@graymatterdata
@chrismedmond
@trisha_the_doc

Top hashtags:
#sdoh
#healthequity
#healthcare
#blackhistorymonth
#publichealth

Description:
Description
The graph represents a network of 4,762 Twitter users whose recent tweets contained "sdoh", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 06:56 UTC.

The tweets in the network were tweeted over the 1826-day, 0-hour, 21-minute period from Sunday, 11 March 2018 at 23:50 UTC to Sunday, 12 March 2023 at 00:12 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4762
Unique Edges : 4063
Edges With Duplicates : 8087
Total Edges : 12150
Number of Edge Types : 9
Retweet : 2405
MentionsInRetweet : 3779
Tweet : 1297
Mentions : 1980
Replies to : 698
MentionsInReplyTo : 1337
MentionsInQuote : 392
Quote : 257
MentionsInQuoteReply : 5
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.0739219712525667
Reciprocated Edge Ratio : 0.137667304015296
Connected Components : 711
Single-Vertex Connected Components : 354
Maximum Vertices in a Connected Component : 2737
Maximum Edges in a Connected Component : 8352
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.370107
Graph Density : 0.000276818660224149
Modularity : 0.497469
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,762 Twitter users whose recent tweets contained "sdoh", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 06:56 UTC.

The tweets in the network were tweeted over the 1826-day, 0-hour, 21-minute period from Sunday, 11 March 2018 at 23:50 UTC to Sunday, 12 March 2023 at 00:12 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[70] https://minorityhealth.hhs.gov/bhm/
[60] https://www.justice.gov/usao-sdoh/pr/jury-convicts-former-ohio-house-speaker-former-chair-ohio-republican-party
[20] https://www.chcs.org/resource/financing-approaches-to-address-social-determinants-of-health-via-medicaid-managed-care-a-twelve-state-review/
[20] https://podcasters.spotify.com/pod/show/centeringhealthequity/episodes/Ep-13-The-Role-of-Health-Plans-in-Advancing-Health-Equity-e1ue64g?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[17] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[17] https://www.medicaleconomics.com/view/health-equity-the-challenge-facing-physicians-in-the-move-to-value-based-care
[17] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[14] https://sdoheducation.org/2023-nceas-annual-conference/
[13] https://www.fiercehealthcare.com/providers/sdoh-analytics-startup-spatially-health-work-aco-health-partners
[12] https://www.healthit.gov/sites/default/files/2023-02/Social%20Determinants%20of%20Health%20Information%20Exchange%20Toolkit%202023_508.pdf

Top URLs in Tweet in G1:
[20] https://www.chcs.org/resource/financing-approaches-to-address-social-determinants-of-health-via-medicaid-managed-care-a-twelve-state-review/
[17] https://www.medicaleconomics.com/view/health-equity-the-challenge-facing-physicians-in-the-move-to-value-based-care
[14] https://sdoheducation.org/2023-nceas-annual-conference/
[11] https://www.fiercehealthcare.com/providers/sdoh-analytics-startup-spatially-health-work-aco-health-partners
[10] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[9] https://refreshmiami.com/spatially-health-is-paving-the-way-to-value-based-care-through-its-data-driven-platform/
[9] https://spatiallyhealth.com/risk-bearing-organizations-face-challenges-in-2023/
[8] https://www.healthit.gov/sites/default/files/2023-02/Social%20Determinants%20of%20Health%20Information%20Exchange%20Toolkit%202023_508.pdf
[8] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[7] https://www.chcs.org/resource/new-cms-guidance-on-addressing-social-needs-through-medicaid-implications-for-states-managed-care-and-health-systems/

Top URLs in Tweet in G2:
[10] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[9] https://www.justice.gov/usao-sdoh/pr/jury-convicts-former-ohio-house-speaker-former-chair-ohio-republican-party
[8] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[5] https://minorityhealth.hhs.gov/bhm/
[5] https://medcitynews.com/2023/02/seniors-mental-health-and-sdoh-a-family-physicians-view/
[4] https://ehrintelligence.com/news/onc-brief-outlines-how-standardized-sdoh-cds-can-support-health-equity
[4] https://www.cdc.gov/about/sdoh/index.html
[4] https://twitter.com/Kw4Oht/status/1634278961160114184/photo/1
[3] https://www.healthcareittoday.com/2023/02/19/bonus-features-february-19-2023-80-of-orgs-collect-sdoh-data-but-struggle-to-make-use-of-it-2-in-3-cybersecurity-pros-say-their-orgs-underestimate-threats-and-more/
[3] https://www.justice.gov/usao-sdoh/pr/cincinnati-man-charged-sex-trafficking-missing-teen

Top URLs in Tweet in G3:
[6] https://twitter.com/ShrillaB/status/1626681616687824896/photo/1
[4] https://twitter.com/DrMarthaGulati/status/1626648995048132610/photo/1
[4] https://salud-america.org/3-tools-to-screen-for-social-determinants-of-health/
[4] https://twitter.com/RBP0612/status/1625922608351903744/photo/1
[4] https://twitter.com/KBreathettMD/status/1632515599673745411/photo/1
[4] https://twitter.com/FlorAlvaradoMD/status/1630992534976561153/photo/1
[3] https://twitter.com/ditchhaporia/status/1631059459706322944/photo/1
[3] https://twitter.com/AnastasiaSMihai/status/1626668258001559553/photo/1
[3] https://salud-america.org/3-more-amazing-sdoh-screening-tools/
[3] https://twitter.com/SarjuGanatraMD/status/1632044027322171395/photo/1

Top URLs in Tweet in G4:
[62] https://minorityhealth.hhs.gov/bhm/
[4] https://blogs.cdc.gov/niosh-science-blog/2023/02/16/sdoh/
[3] https://twitter.com/MinorityHealth/status/1620795367015989250/photo/1
[3] https://health.gov/healthypeople/priority-areas/social-determinants-health
[3] https://twitter.com/samhsagov/status/1623739771083186178/photo/1
[3] https://twitter.com/samhsagov/status/1620808704407834625/photo/1
[3] https://twitter.com/mercycareaz/status/1625905070406610956/photo/1
[2] https://minorityhealth.hhs.gov/bhm/resources/
[2] https://twitter.com/impact_policy/status/1620462224950317056/photo/1
[2] https://www.careinnovations.org/resources/listen-a-low-touch-approach-to-maximize-screenings-for-social-determinants-of-health/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G5:
[43] https://www.justice.gov/usao-sdoh/pr/jury-convicts-former-ohio-house-speaker-former-chair-ohio-republican-party
[6] https://www.justice.gov/usao-sdoh/pr/huber-heights-man-pleads-guilty-child-exploitation-crimes-involving-least-44-victims
[5] https://www.justice.gov/usao-sdoh/pr/3-women-indicted-conspiring-place-arson-device-local-nail-salon
[5] https://www.justice.gov/usao-sdoh/pr/man-who-served-getaway-driver-after-local-internet-caf-murders-pleads-guilty
[4] https://www.justice.gov/usao-sdoh/pr/dayton-man-sentenced-more-20-years-prison-dealing-fentanyl-cocaine-mixture-caused
[3] https://www.justice.gov/usao-sdoh/pr/beavercreek-man-sentenced-10-years-prison-attempting-travel-overseas-join-isis-k
[3] https://www.justice.gov/usao-sdoh/pr/new-defendants-charged-50-million-ponzi-scheme-involving-road-tires
[3] https://www.justice.gov/usao-sdoh/pr/former-columbus-police-officer-sentenced-9-years-prison-trafficking-fentanyl-accepting
[2] https://www.justice.gov/usao-sdoh/pr/columbus-man-sentenced-three-years-prison-ordered-repay-money-received-through
[2] https://www.justice.gov/usao-sdoh/pr/grand-jury-indicts-former-deportation-officer-federal-crimes-related-sexually

Top URLs in Tweet in G6:
[10] https://www.croakey.org/we-are-asking-for-your-support-here-are-15-ways-to-help-sustain-healthy-journalism/
[6] https://twitter.com/IlonaKickbusch/status/1621466196062228480/photo/1
[6] https://www.changeinsight.org/
[5] https://www.croakey.org/time-to-derail-the-investor-gravy-train-and-find-big-bold-solutions-to-australias-housing-crisis/
[3] https://www.croakey.org/five-policy-interventions-to-support-a-more-diverse-media-landscape/
[3] https://consultation.accc.gov.au/accc/regional-mobile-infrastructure-inquiry/
[3] https://www.croakey.org/lessons-from-the-frontlines-on-teaching-and-general-practice/
[3] https://www.changeinsight.org/reports
[2] https://www.croakey.org/the-indigenous-voice-can-tackle-climate-change-and-empower-communities/
[2] https://www.croakey.org/in-the-wake-of-kimberley-flooding-what-are-the-lessons-being-learnt/

Top URLs in Tweet in G7:
[4] https://twitter.com/hvanspall/status/1615370212387217408/photo/1
[3] https://www.kff.org/medicaid/issue-brief/california-efforts-to-address-behavioral-health-and-sdoh-a-look-at-whole-person-care-pilots/
[3] https://twitter.com/RachelSolnickMD/status/1631423680302424071/photo/1
[3] https://twitter.com/englewoodelaine/status/1633898811738210317/photo/1
[2] https://twitter.com/DrishPill/status/1623783713203970051
[2] https://medium.com/bhpn-crosswalk/finding-health-in-the-infrastructure-law-new-opportunities-for-community-investments-that-address-2f5932a6223b
[2] https://www.youtube.com/watch?v=eErdxYZ7BSM&feature=youtu.be

[2] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2800827?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=030723#.ZAeWI-C_NRg.twitter
[1] https://www.commonwealthfund.org/publications/issue-briefs/2023/feb/us-global-financing-long-term-care-patchwork
[1] https://twitter.com/HealthBegins/status/1629937098101862400/photo/1

Top URLs in Tweet in G8:
[3] https://www.healthaffairs.org/content/forefront/organizing-around-vital-conditions-moves-social-determinants-agenda-into-wider-action
[2] https://www.healthaffairs.org/subscribe/individual?utm_medium=social&utm_source=insider+author
[2] https://www.nimhd.nih.gov/resources/phenx/?utm_source=twitter&utm_medium=social&utm_campaign=AANHPIheritage&utm_content=utm_content
[2] https://twitter.com/AtulGroverMD/status/1631363616631840771/photo/1
[1] https://twitter.com/nejmcatalyst/status/1633588411951980546
[1] https://twitter.com/SethABerkowitz/status/1622674805550981138/photo/1
[1] https://twitter.com/SethABerkowitz/status/1632789462861115395/photo/1
[1] https://www.healthaffairs.org/do/10.1377/forefront.20230131.673841?utm_medium=social&utm_source=twitter&utm_campaign=forefront&utm_content=milstein
[1] https://www.coloradokids.org/celebrating-black-led-community-leaders-families-forward-resource-center-the-center-for-african-american-health/?utm_medium=social&utm_source=twitter&utm_campaign=elevating+voices&utm_content=black+history+month
[1] https://twitter.com/Health_Affairs/status/1630666369963270181/photo/1

Top URLs in Tweet in G9:
[3] https://www.socialprescribing.ca/social-prescribing-day-2023
[3] https://twitter.com/jyduclos/status/1630387532792840192/photo/1
[2] https://www.winnipegfreepress.com/opinion/analysis/2023/02/08/data-required-to-stop-downtowns-downward-slide
[2] https://www.thestar.com/news/canada/2023/02/04/a-national-strategy-on-aging-health-leaders-are-asking-trudeau-to-heed-their-call.html
[2] https://twitter.com/CBCIndigenous/status/1632788564952989699/photo/1
[1] https://patientengagementhit.com/news/odds-of-hospital-readmission-34-higher-for-black-heart-attack-patients
[1] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2023.0367?guestAccessKey=c6381a4a-12bb-4f83-936e-1c45f98a7a06&utm_source=twitter&utm_medium=social_jama&utm_term=8978262446&utm_campaign=article_alert&linkId=202462298
[1] https://twitter.com/ZannatReza_/status/1633832149223895048/photo/1
[1] https://twitter.com/SEHealth_SEHC/status/1633861284494995457/photo/1
[1] https://twitter.com/jama_current/status/1629526643508146177

Top URLs in Tweet in G10:
[3] https://twitter.com/LatinxATs/status/1627779712155279360/photo/1
[1] https://www.northcoastjournal.com/humboldt/an-upstream-intervention/Content?oid=25941178
[1] https://saportareport.com/what-drives-healthier-people-in-our-communities/thought-leadership/atlbeltlinepartnership/
[1] https://thenevadaindependent.com/article/nonprofit-opens-no-cost-market-inside-vegas-middle-school-to-combat-food-insecurity
[1] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[1] https://med.stanford.edu:443/news/all-news/2023/01/stanford-medicine-magazine.html
[1] https://twitter.com/doctor_david/status/1633867604665470977
[1] https://twitter.com/BethFratesMD/status/1620044288523370501/photo/1
[1] https://www.npr.org/sections/health-shots/2023/03/06/1159225349/roadblock-to-suboxone-life-saving-addiction-treatment-gone
[1] https://evidence.nejm.org/stoken/default+domain/7WV759ASJETNKPTHA8YM/full?redirectUri=/doi/full/10.1056/EVIDra2300019

Top Domains
Top Domains in Tweet in Entire Graph:
[1599] twitter.com
[171] justice.gov
[86] hhs.gov
[55] linkedin.com
[55] healthcareitnews.com
[39] youtube.com
[39] healthit.gov
[35] patientengagementhit.com
[31] croakey.org
[29] dy.si

Top Domains in Tweet in G1:
[199] twitter.com
[28] healthit.gov
[27] chcs.org
[21] healthcareitnews.com
[20] sdoheducation.org
[17] linkedin.com
[17] medicaleconomics.com
[16] healthleadersmedia.com
[16] voicestorm.com
[15] patientengagementhit.com

Top Domains in Tweet in G2:
[153] twitter.com
[29] justice.gov
[23] dy.si
[23] healthcareitnews.com
[18] linkedin.com
[9] healthitanalytics.com
[9] cdc.gov
[8] medcitynews.com
[7] patientengagementhit.com
[7] microsoft.com

Top Domains in Tweet in G3:
[110] twitter.com
[9] salud-america.org
[5] jacc.org
[4] ahajournals.org
[3] acc.org
[2] youtube.com
[2] nbc4i.com
[2] abstractsonline.com
[2] oup.com
[1] hhs.gov

Top Domains in Tweet in G4:
[108] twitter.com
[69] hhs.gov
[5] health.gov
[5] cdc.gov
[3] patientengagementhit.com
[2] nachc.org
[2] creditforcaring.com
[2] betterhealthpartnership.org
[2] youtube.com
[2] youtu.be

Top Domains in Tweet in G5:
[96] justice.gov
[31] twitter.com

Top Domains in Tweet in G6:
[51] twitter.com
[29] croakey.org
[9] changeinsight.org
[6] paper.li
[4] gov.au
[3] carallel.com
[2] nam.edu
[2] who.int
[2] theconversation.com
[2] com.au

Top Domains in Tweet in G7:
[53] twitter.com
[6] kff.org
[4] washingtonpost.com
[3] commonwealthfund.org
[3] jamanetwork.com
[3] youtube.com
[3] medium.com
[2] nejm.org
[2] bit.ly
[1] healthit.gov

Top Domains in Tweet in G8:
[19] twitter.com
[7] healthaffairs.org
[3] nih.gov
[2] kidsdata.org
[1] coloradokids.org
[1] soa.org
[1] justice.gov
[1] forbes.com
[1] satcherinstitute.org
[1] cdc.gov

Top Domains in Tweet in G9:
[27] twitter.com
[8] cbc.ca
[5] thestar.com
[4] winnipegfreepress.com
[3] socialprescribing.ca
[3] nunatsiaq.com
[2] bmj.com
[2] org.uk
[2] upstreamlab.org
[1] patientengagementhit.com

Top Domains in Tweet in G10:
[19] twitter.com
[2] npr.org
[2] nastad.org
[1] northcoastjournal.com
[1] saportareport.com
[1] thenevadaindependent.com
[1] healthcareitnews.com
[1] stanford.edu
[1] nejm.org
[1] theincidentaleconomist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2157] sdoh
[449] healthequity
[228] healthcare
[176] blackhistorymonth
[104] publichealth
[88] health
[74] digitalhealth
[72] healthit
[71] socialdeterminantsofhealth
[64] medicaid



Top Hashtags in Tweet in G1:
[525] sdoh
[156] healthequity
[76] healthcare
[40] healthit
[37] healthtech
[37] thinkspatially
[36] medicaid
[33] valuebasedcare
[26] nceas2023
[24] hrsn

Top Hashtags in Tweet in G2:
[190] sdoh
[45] healthcare
[39] healthequity
[21] w8
[20] health
[17] socialdeterminantsofhealth
[13] healthit
[11] publichealth
[10] blackhistorymonth
[9] technology

Top Hashtags in Tweet in G3:
[113] sdoh
[62] rise2023
[28] cvd
[26] acc23
[24] epilifestyle23
[19] healthequity
[18] cardioonc
[13] wccardio
[11] gbdstudy
[10] healthdisparities

Top Hashtags in Tweet in G4:
[133] blackhistorymonth
[58] sdoh
[19] bhm
[13] healthequity
[9] covid19
[8] bhm2023
[8] socialdeterminantsofhealth
[8] healthcare
[7] healthdisparities
[5] vitalconditions

Top Hashtags in Tweet in G5:
[35] doj
[35] whistleblower
[9] fbi

Top Hashtags in Tweet in G6:
[79] sdoh
[34] eb152
[13] oralhealth
[10] healthequity
[8] publichealth
[7] socialdeterminants
[6] cdoh
[6] auspol
[6] aanhpi
[5] nswvoteshealth2023

Top Hashtags in Tweet in G7:
[64] sdoh
[20] healthequity
[14] poverty
[12] black
[10] racism
[8] medicaid
[5] infrastructurelaw
[5] iija
[4] cms
[4] foodinsecurity

Top Hashtags in Tweet in G8:
[34] sdoh
[6] vitalconditions
[5] healthequity
[4] blackhistorymonth
[4] healthcare
[4] publichealth
[4] healthpolicy
[4] healthecon
[2] medicaid
[2] medtwitter

Top Hashtags in Tweet in G9:
[42] sdoh
[10] socialprescribing
[9] med6288
[8] indigenoushealth
[8] nunavuthealth
[8] policyinaction
[6] ruralhealth
[6] publicpolicy
[5] humanrights
[4] socialprescribingday

Top Hashtags in Tweet in G10:
[31] sdoh
[3] healthequity
[3] at4all
[2] health
[2] hinacday
[2] trauma
[2] wellness
[2] healthylifestyle
[1] ace
[1] traumainformedcare

Top Words
Top Words in Tweet in Entire Graph:
[2516] health
[2157] #sdoh
[1293] sdoh
[1132] social
[723] determinants
[655] more
[647] care
[473] data
[449] #healthequity
[389] join

Top Words in Tweet in G1:
[525] #sdoh
[342] health
[190] data
[156] #healthequity
[145] sdoh
[142] social
[108] more
[97] determinants
[95] care
[82] equity

Top Words in Tweet in G2:
[315] health
[253] sdoh
[190] #sdoh
[150] social
[101] determinants
[100] more
[74] care
[59] data
[45] healthcare
[45] #healthcare

Top Words in Tweet in G3:
[113] #sdoh
[109] health
[62] #rise2023
[57] disparities
[53] sdoh
[47] cv
[46] outcomes
[42] ditchhaporia
[40] dr
[36] social

Top Words in Tweet in G4:
[365] health
[159] social
[142] determinants
[138] minorityhealth
[133] #blackhistorymonth
[124] black
[122] join
[122] communities
[103] sdoh
[95] addressing

Top Words in Tweet in G5:
[125] man
[83] fbicincinnati
[73] cincinnati
[71] charged
[59] trafficking
[57] sex
[56] arrested
[56] sentenced
[56] prison
[55] sdohnews

Top Words in Tweet in G6:
[79] #sdoh
[75] health
[43] social
[34] #eb152
[30] change
[29] determinants
[21] more
[21] melissasweetdr
[21] executive
[19] board

Top Words in Tweet in G7:
[64] #sdoh
[52] health
[26] social
[26] healthbegins
[21] more
[20] #healthequity
[19] cc
[16] inequities
[16] address
[16] care

Top Words in Tweet in G8:
[106] sdoh
[34] #sdoh
[34] health_affairs
[33] research
[31] nimhd
[27] health
[27] drzackaryberger
[26] insider
[26] newsletter
[25] data

Top Words in Tweet in G9:
[64] health
[44] care
[42] #sdoh
[31] sdoh
[24] people
[23] social
[15] community
[14] evidence
[13] trisha_the_doc
[13] world

Top Words in Tweet in G10:
[33] health
[31] #sdoh
[27] school
[20] care
[20] work
[15] lots
[15] waiver
[15] covering
[15] mbebinger
[15] demolished

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[695] social,determinants
[667] determinants,health
[291] health,equity
[223] health,sdoh
[178] learn,more
[157] health,outcomes
[140] addressing,social
[115] health,#sdoh
[115] #healthequity,#sdoh
[98] health,care

Top Word Pairs in Tweet in G1:
[97] social,determinants
[86] determinants,health
[54] health,equity
[49] #sdoh,data
[38] sdoh,data
[35] learn,more
[34] information,exchange
[29] #healthequity,#sdoh
[27] value,based
[26] #sdoh,#healthequity

Top Word Pairs in Tweet in G2:
[101] social,determinants
[95] determinants,health
[53] health,sdoh
[32] health,equity
[30] learn,more
[25] health,outcomes
[20] read,more
[16] sdoh,toolkit
[16] toolkit,communities
[15] onc,creates

Top Word Pairs in Tweet in G3:
[27] social,determinants
[24] determinants,health
[20] #sdoh,#cvd
[19] cv,outcomes
[19] disparities,cv
[19] outcomes,women
[19] ditchhaporia,#rise2023
[19] #cvd,outcomes
[19] outcomes,ditchhaporia
[19] great,overview

Top Word Pairs in Tweet in G4:
[139] social,determinants
[138] determinants,health
[86] addressing,social
[80] health,sdoh
[79] proud,join
[73] minorityhealth,celebrating
[72] join,minorityhealth
[71] celebrating,#blackhistorymonth
[71] #blackhistorymonth,addressing
[70] black,communities

Top Word Pairs in Tweet in G5:
[59] cincinnati,man
[55] sex,trafficking
[54] arrested,charged
[51] years,prison
[50] charged,federally
[48] agency,investigation
[48] federally,sex
[48] man,arrested
[48] multi,agency
[48] following,multi

Top Word Pairs in Tweet in G6:
[28] determinants,health
[27] social,determinants
[19] executive,board
[17] board,#eb152
[16] today,executive
[15] #eb152,discuss
[15] violence,against
[15] discuss,accelerate
[15] against,children
[15] change,insight

Top Word Pairs in Tweet in G7:
[13] #healthequity,#sdoh
[9] social,needs
[7] related,social
[7] health,related
[6] health,equity
[6] health,inequities
[6] health,outcomes
[6] social,determinant
[5] clear,way
[5] invasive,especially

Top Word Pairs in Tweet in G8:
[25] health_affairs,insider
[25] sdoh,newsletter
[21] collecting,data
[21] hear,collecting
[21] know,needs
[21] data,sdoh
[21] needs,hear
[21] sdoh,addressing
[21] addressing,sdoh
[20] drzackaryberger,know

Top Word Pairs in Tweet in G9:
[14] health,care
[10] determinants,health
[8] #nunavuthealth,#sdoh
[8] social,care
[7] precarious,employment
[7] helpful,see
[7] reviewing,evidence
[7] highlighted,world
[7] evidence,links
[7] between,precarious

Top Word Pairs in Tweet in G10:
[15] work,remains
[15] end,huge
[15] demolished,lots
[15] thanks,mbebinger
[15] mbebinger,covering
[15] roadblock,finally
[15] covering,waiver
[15] lots,work
[15] finally,demolished
[15] waiver,end

Top Replied-To
Top Replied-To in Entire Graph:
@snovo_sdoh
@mar_sdoh
@pilll_iwd
@healthgorilla
@claudiawilliams
@onc_healthit
@gop
@rooster_ohio
@jef_meded
@rawsthornetrish

Top Replied-To in G1:
@healthgorilla
@onc_healthit
@graymatterdata
@tom_laroc
@allofusmchs
@cmsgov
@ucsdhealth
@drrijke
@msft_business
@bonku

Top Replied-To in G3:
@mayocliniccv
@drbirgitvogel
@womenas1
@ditchhaporia
@nemours
@dsadlermd
@accintouch
@muntnerpaul
@drmandimd

Top Replied-To in G4:
@pstamber
@bethfratesmd
@niosh
@laconic_doc
@minorityhealth

Top Replied-To in G6:
@drtomfrieden
@baumfran
@who
@beckycnn
@dfid_uk
@anitahamong

Top Replied-To in G7:
@cnn
@dr_mac2
@fortunemagazine

Top Replied-To in G8:
@momigato
@sethaberkowitz
@jimcenova
@sacjai

Top Replied-To in G9:
@rawsthornetrish
@raghu_venugopal
@trisha_the_doc
@tutor_chris
@jdaviesphd
@lrussellwolpe
@halletjulie
@andrewdpinto
@coaporter
@grandpaken05

Top Replied-To in G10:
@usnehal
@kari42522201
@nancynursez637
@bethfratesmd

Top Mentioned
Top Mentioned in Entire Graph:
@minorityhealth
@onc_healthit
@fbicincinnati
@kristincollie20
@who
@sdohnews
@sibrealii
@marmotihe
@spidermaani
@healthbegins

Top Mentioned in G1:
@onc_healthit
@himss
@chcshealth
@fiercehealth
@montefiorenyc
@earlechambers
@spatiallyhealth
@medeconomics
@safetynetplans
@ahimaresources

Top Mentioned in G2:
@meditech
@slealrx
@judsontelemed
@artena_jll
@medtrans_go
@reemahealth
@nhp_uwictr

Top Mentioned in G3:
@ditchhaporia
@jholtzman3
@accintouch
@womenas1
@athenapoppas
@drmarthagulati
@nhlbi_translate
@shrillab
@drlaprincess
@anastasiasmihai

Top Mentioned in G4:
@minorityhealth
@samhsagov
@healthgov
@drmermincdc
@amermedicalassn
@niosh
@vot_er_org
@publichealthmap
@cdcstd
@cdchep

Top Mentioned in G5:
@fbicincinnati
@sdohnews
@ccwhistleblower
@fbi
@atfcolumbus
@daytonpolice
@thejusticedept
@kristenclarkejd
@hsidetroit
@columbuslibrary

Top Mentioned in G6:
@who
@melissasweetdr
@kentbuse
@etiennekrug
@worldobesity
@wetzelmaggie
@changeinsight1
@croakeyservices
@wcrfint
@thenamedicine

Top Mentioned in G7:
@healthbegins
@bhpnetwork
@kff
@chcshealth
@theihi
@jamanetwork
@commonwealthfnd
@washingtonpost
@donberwick
@laurentaylor_lt

Top Mentioned in G8:
@health_affairs
@drzackaryberger
@sethaberkowitz
@nimhd
@rippelhealth
@pkmandic
@sunsopeningband
@carlson_bach
@umnclinaffairs
@umnresearch

Top Mentioned in G9:
@upstreamlab
@trisha_the_doc
@susanmaury
@torontostar
@gerisoc
@bondzi23
@winnipegnews
@soniahsiung
@bmj_latest

Top Mentioned in G10:
@mbebinger
@drsarahwakeman
@judgewren
@bethfratesmd
@drvantilburg
@norak_lat
@doctor_david
@javeedsukhera
@katherinemrich

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@chidambara09
@hrblock_21
@independent
@lizditz
@givemepie360
@vonrosenchild
@evankirstel
@thehill
@life_sciences_

Top Tweeters in G1:
@chidambara09
@vonrosenchild
@evankirstel
@radioblackon
@hubbucket
@pythonroboto
@drferdowsi
@johnoeffinger75
@medicalquack
@supplychainsn

Top Tweeters in G2:
@m157q_news_rss
@watchyourrepssc
@winobs
@spanishcountry
@420hotdogs
@hammerlilia
@border555
@einpresswirepr
@charotardaily
@dataemia

Top Tweeters in G3:
@nbc4i
@anastasiasmihai
@drmarthagulati
@proftomquinn
@hswapnil
@saludamerica
@globalphobserv
@sandrabuarque
@oncoalert
@cofheq

Top Tweeters in G4:
@publichealthmap
@laconic_doc
@16thstmall
@mommytalkshow
@hazardscampaign
@maneeshjuneja
@gordonterraysha
@cdcstd
@younginvincible
@aliraja_md

Top Tweeters in G5:
@givemepie360
@79topper
@theresamax
@joanisparkles
@adekleine
@kimpy123
@jorge_c_ny
@bethsinniresist
@ydanasmithdutra
@feinberg_linda

Top Tweeters in G6:
@life_sciences_
@melissasweetdr
@vikkik88
@fastcompany
@madhavanpallan
@skatiq3
@ilonakickbusch
@himmoderator
@andydw_
@conversationedu

Top Tweeters in G7:
@independent
@cynicalvision50
@washingtonpost
@cnn
@usatoday
@fortunemagazine
@npr
@thartman2u
@thenation
@englewoodelaine

Top Tweeters in G8:
@cmargaronis
@forbes
@monitor_ph
@____roar____
@kristekline
@sociojen
@drzackaryberger
@sunsopeningband
@katellington
@bjdickmayhew

Top Tweeters in G9:
@torontostar
@heldineu
@trisha_the_doc
@winnipegnews
@huxbear
@lrussellwolpe
@bmj_latest
@jfdwolff
@evidencematters
@justintrudeau

Top Tweeters in G10:
@pkanagaratnam
@justmorganite
@mlgg2
@dickeyx2
@doctor_david
@robincogan
@bethfratesmd
@usnehal
@michaelpauledw1
@socworkpodcast


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