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sdoh_2023-03-18_22-50-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
sdoh via NodeXL https://bit.ly/3TtfIUx
@healthbegins
@healthlandscape
@onc_healthit
@health_affairs
@sdohnews
@sociojen
@graymatterdata
@saludamerica
@aligning4health
@chrismedmond

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

Description:
Description
The graph represents a network of 4,677 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 05:56 UTC.

The tweets in the network were tweeted over the 1964-day, 12-hour, 28-minute period from Tuesday, 31 October 2017 at 10:22 UTC to Saturday, 18 March 2023 at 22:51 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 : 4677
Unique Edges : 4019
Edges With Duplicates : 8003
Total Edges : 12022
Number of Edge Types : 9
Tweet : 1361
Mentions : 1952
Retweet : 2367
MentionsInRetweet : 3746
Replies to : 686
MentionsInReplyTo : 1270
MentionsInQuote : 383
Quote : 255
MentionsInQuoteReply : 2
Self-Loops : 1948
Reciprocated Vertex Pair Ratio : 0.0716282320055905
Reciprocated Edge Ratio : 0.133681121617216
Connected Components : 730
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 2639
Maximum Edges in a Connected Component : 8179
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.278064
Graph Density : 0.000280480000321907
Modularity : 0.495235
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,677 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 05:56 UTC.

The tweets in the network were tweeted over the 1964-day, 12-hour, 28-minute period from Tuesday, 31 October 2017 at 10:22 UTC to Saturday, 18 March 2023 at 22:51 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:
[81] https://www.justice.gov/usao-sdoh/pr/jury-convicts-former-ohio-house-speaker-former-chair-ohio-republican-party
[56] https://minorityhealth.hhs.gov/bhm/
[25] 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
[19] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[18] https://events.catalyst.nejm.org/events/social-needs-and-sdoh-impact-on-patients-communities
[18] 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
[13] https://healthcarenowradio.airtime.pro/
[13] https://sdoheducation.org/2023-nceas-annual-conference/

Top URLs in Tweet in G1:
[24] 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
[13] https://healthcarenowradio.airtime.pro/
[11] https://www.healthit.gov/news/events/oncs-social-determinants-health-information-exchange-learning-forum
[9] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[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/
[9] https://healthblawg.com/2021/11/abner-mason-consejosano.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[8] https://www.eventbrite.com/e/dap-cye-2024-requirements-for-all-eligible-ahcccs-provider-types-registration-520059561147
[8] https://www.healthit.gov/sites/default/files/2023-02/Social%20Determinants%20of%20Health%20Information%20Exchange%20Toolkit%202023_508.pdf

Top URLs in Tweet in G2:
[11] https://www.healthcareitnews.com/news/health-equity-hindered-sdoh-coding-roadblocks
[11] https://www.justice.gov/usao-sdoh/pr/jury-convicts-former-ohio-house-speaker-former-chair-ohio-republican-party
[9] https://www.healthcareitnews.com/news/onc-creates-sdoh-toolkit-communities
[5] https://medcitynews.com/2023/02/seniors-mental-health-and-sdoh-a-family-physicians-view/
[5] https://minorityhealth.hhs.gov/bhm/
[4] 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/
[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://www.healthit.gov/buzz-blog/public-health/new-releases-sdoh-toolkit-and-learning-forum-sessions-for-the-health-it-community
[4] https://twitter.com/Kw4Oht/status/1634278961160114184/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/KBreathettMD/status/1632515599673745411/photo/1
[4] https://twitter.com/SarjuGanatraMD/status/1636432862533545984/photo/1
[4] https://twitter.com/FlorAlvaradoMD/status/1630992534976561153/photo/1
[3] https://twitter.com/DrRobinOrtiz/status/1631328509804027912/photo/1
[3] https://twitter.com/SarjuGanatraMD/status/1632044027322171395/photo/1
[3] https://www.jacc.org/doi/10.1016/j.jacadv.2022.100196#.Y-QL95FHkGw.twitter
[2] https://www.abstractsonline.com/pp8/#!/10674/session/1408?utm_medium=social&utm_source=twitter_post&utm_campaign=acc23
[2] https://twitter.com/JACCJournals/status/1632779741068394501/photo/1
[2] https://global.oup.com/academic/product/the-social-determinants-of-health-and-health-disparities-9780190624118?cc=us&lang=en&
[2] https://twitter.com/whaleMPH/status/1632846343499595781/photo/1

Top URLs in Tweet in G4:
[46] 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/2-cincinnati-area-men-plead-guilty-illegally-flying-drones-over-professional-sporting
[6] https://www.justice.gov/usao-sdoh/pr/lead-defendant-scioto-county-child-sex-trafficking-operation-sentenced-40-years-prison
[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
[4] https://www.justice.gov/usao-sdoh/pr/huber-heights-man-pleads-guilty-child-exploitation-crimes-involving-least-44-victims
[3] https://www.justice.gov/usao-sdoh/pr/new-defendants-charged-50-million-ponzi-scheme-involving-road-tires
[2] https://www.justice.gov/usao-sdoh/pr/justice-department-secures-agreement-park-national-bank-resolve-lending-discrimination
[2] https://www.justice.gov/usao-sdoh/pr/former-columbus-police-officer-sentenced-9-years-prison-trafficking-fentanyl-accepting

Top URLs in Tweet in G5:
[13] https://sdoheducation.org/2023-nceas-annual-conference/
[4] https://twitter.com/memoona_hasnain/status/1631067368775450630/photo/1
[4] https://twitter.com/memoona_hasnain/status/1630632119046160397/photo/1
[4] https://twitter.com/memoona_hasnain/status/1623922196740710401/photo/1
[4] https://twitter.com/memoona_hasnain/status/1630303712227762183/photo/1
[3] https://sdoheducation.org/community-hub/contextualizing-the-social-determinants-of-health-through-integration-of-lived-experience-panels-into-health-professions-education/
[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

Top URLs in Tweet in G6:
[3] https://twitter.com/LisaTMSA/status/1633463202288914433/photo/1
[3] https://twitter.com/Life365Inc/status/1633905392584409106/photo/1
[3] https://twitter.com/Life365Inc/status/1634273651167047681/photo/1
[3] https://twitter.com/Life365Inc/status/1634954910088273923/photo/1
[3] https://twitter.com/Life365Inc/status/1635291830282780675/photo/1
[2] https://www.ucl.ac.uk/epidemiology-health-care/study/short-courses/ucl-health-and-society-summer-school-social-determinants-health
[1] https://twitter.com/marmotihe/status/1630867987535151104/photo/1
[1] https://twitter.com/marmotihe/status/1616030843155189763/photo/1
[1] https://healthequitynetwork.co.uk/
[1] https://www.youtube.com/watch?v=FxJ4Uuv5bz8&feature=youtu.be


Top URLs in Tweet in G7:
[49] https://minorityhealth.hhs.gov/bhm/
[4] https://blogs.cdc.gov/niosh-science-blog/2023/02/16/sdoh/
[3] https://twitter.com/samhsagov/status/1623739771083186178/photo/1
[3] https://twitter.com/mercycareaz/status/1625905070406610956/photo/1
[2] https://minorityhealth.hhs.gov/bhm/resources/
[1] https://resources.marketplace.aviahealth.com/2023/01/19/qa-with-adam-husney-of-healthwise-patient-education-with-a-mission/
[1] https://twitter.com/Healthwise/status/1626613178447585280/photo/1
[1] https://twitter.com/MinorityHealth/status/1620795367015989250/photo/1
[1] https://twitter.com/ThePHF/status/1622686655214719002/photo/1
[1] https://twitter.com/NIOSH/status/1631376371749355522/photo/1

Top URLs in Tweet in G8:
[7] https://twitter.com/pash22/status/1627493239816167424/photo/1
[6] https://twitter.com/ShrillaB/status/1626681616687824896/photo/1
[4] https://twitter.com/RBP0612/status/1625922608351903744/photo/1
[4] https://twitter.com/DrMarthaGulati/status/1626648995048132610/photo/1
[3] https://twitter.com/AnastasiaSMihai/status/1626668258001559553/photo/1
[3] https://twitter.com/ditchhaporia/status/1631059459706322944/photo/1
[3] https://salud-america.org/3-tools-to-screen-for-social-determinants-of-health/
[3] https://salud-america.org/3-more-amazing-sdoh-screening-tools/
[3] https://twitter.com/JaclynAlbin/status/1629144890348130315/photo/1
[2] https://twitter.com/ditchhaporia/status/1626993650738528256/photo/1

Top URLs in Tweet in G9:
[2] https://www.healthaffairs.org/subscribe/individual?utm_medium=social&utm_source=insider+author
[2] https://www.healthaffairs.org/content/forefront/organizing-around-vital-conditions-moves-social-determinants-agenda-into-wider-action
[2] https://twitter.com/scrubbedin/status/1633938655512260613/photo/1
[1] https://twitter.com/SethABerkowitz/status/1622674805550981138/photo/1
[1] https://twitter.com/SethABerkowitz/status/1632789462861115395/photo/1
[1] https://twitter.com/nejmcatalyst/status/1633588411951980546
[1] https://events.catalyst.nejm.org/events/social-needs-and-sdoh-impact-on-patients-communities
[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
[1] https://twitter.com/Health_Affairs/status/1633120317257416704

Top URLs in Tweet in G10:
[15] https://events.catalyst.nejm.org/events/social-needs-and-sdoh-impact-on-patients-communities
[4] https://catalyst.nejm.org/toc/catalyst/4/4
[2] https://catalyst.nejm.org/doi/full/10.1056/CAT.22.0400
[2] https://www.youtube.com/watch?v=_HkN3Isb9m8&feature=youtu.be

[2] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/10.1001/jamapsychiatry.2022.4634?guestAccessKey=856fee87-d17e-4fa8-893a-3fd631a7db65&utm_source=twitter&utm_medium=social_jamapsyc&utm_term=9055026607&utm_campaign=article_alert&linkId=203590633
[2] https://www.vumc.org/dbmi/vumc-dbmi-upcoming-events
[1] https://twitter.com/nejmcatalyst/status/1633528006848434177
[1] https://catalyst.nejm.org/toc/catalyst/current
[1] https://twitter.com/nejmcatalyst/status/1633877095209107480/photo/1
[1] https://twitter.com/SethABerkowitz/status/1633600565740535810

Top Domains
Top Domains in Tweet in Entire Graph:
[1616] twitter.com
[183] justice.gov
[67] hhs.gov
[58] healthcareitnews.com
[53] linkedin.com
[45] healthit.gov
[36] spotify.com
[35] youtube.com
[32] nejm.org
[31] chcs.org

Top Domains in Tweet in G1:
[193] twitter.com
[33] healthit.gov
[30] chcs.org
[26] healthcareitnews.com
[24] spatiallyhealth.com
[17] healthleadersmedia.com
[17] medicaleconomics.com
[16] patientengagementhit.com
[13] ehrintelligence.com
[13] airtime.pro

Top Domains in Tweet in G2:
[164] twitter.com
[28] justice.gov
[27] healthcareitnews.com
[25] linkedin.com
[23] dy.si
[10] cdc.gov
[10] healthitanalytics.com
[9] mediformatica.com
[8] medcitynews.com
[8] healthit.gov

Top Domains in Tweet in G3:
[77] twitter.com
[5] jacc.org
[3] acc.org
[3] jamanetwork.com
[2] abstractsonline.com
[2] youtube.com
[2] oup.com
[1] cornell.edu
[1] cmshealthequityconference.com
[1] heart.org

Top Domains in Tweet in G4:
[102] justice.gov
[31] twitter.com

Top Domains in Tweet in G5:
[78] twitter.com
[17] sdoheducation.org
[6] kff.org
[4] washingtonpost.com
[3] jamanetwork.com
[2] commonwealthfund.org
[2] webmd.com
[2] youtube.com
[1] healthit.gov
[1] cnn.com

Top Domains in Tweet in G6:
[85] twitter.com
[8] zoom.us
[3] ac.uk
[3] net.au
[3] theguardian.com
[2] co.uk
[2] sciencedirect.com
[2] life365.health
[2] lnkd.in
[1] youtube.com

Top Domains in Tweet in G7:
[62] twitter.com
[55] hhs.gov
[5] cdc.gov
[2] youtube.com
[2] betterhealthpartnership.org
[2] thecommunityguide.org
[1] aviahealth.com
[1] youtu.be
[1] agewellnewyork.com
[1] nbcnews.com

Top Domains in Tweet in G8:
[43] twitter.com
[8] salud-america.org
[1] docwirenews.com
[1] wsj.com
[1] careinnovations.org

Top Domains in Tweet in G9:
[13] twitter.com
[4] healthaffairs.org
[1] nejm.org
[1] coloradokids.org
[1] justice.gov
[1] forbes.com
[1] soa.org
[1] nyu.edu

Top Domains in Tweet in G10:
[27] twitter.com
[26] nejm.org
[2] list-manage.com
[2] youtube.com
[2] jamanetwork.com
[2] vumc.org
[1] cdc.gov
[1] ascn.io
[1] vanderbilt.edu
[1] healthpodcastnetwork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2142] sdoh
[466] healthequity
[199] healthcare
[108] blackhistorymonth
[101] publichealth
[85] digitalhealth
[84] health
[83] healthit
[75] medicaid
[68] socialdeterminantsofhealth



Top Hashtags in Tweet in G1:
[561] sdoh
[191] healthequity
[87] healthcare
[52] healthit
[45] valuebasedcare
[43] thinkspatially
[40] medicaid
[32] digitalhealth
[29] hrsn
[28] data

Top Hashtags in Tweet in G2:
[180] sdoh
[42] healthcare
[41] healthequity
[30] w8
[18] health
[15] healthit
[15] socialdeterminantsofhealth
[10] healthcareit
[10] nur4108rb
[9] publichealth

Top Hashtags in Tweet in G3:
[80] sdoh
[25] acc23
[25] epilifestyle23
[18] cardioonc
[17] healthequity
[16] cvd
[13] wccardio
[11] gbdstudy
[10] healthdisparities
[8] climatehealth

Top Hashtags in Tweet in G4:
[35] doj
[35] whistleblower
[6] fbi

Top Hashtags in Tweet in G5:
[84] sdoh
[31] healthequity
[24] nceas2023
[14] poverty
[12] black
[11] meded
[11] racism
[8] medicaid
[6] equity
[5] learning

Top Hashtags in Tweet in G6:
[100] sdoh
[45] digitalhealth
[45] cdoh
[43] publichealth
[40] closethegap
[39] ehealth
[36] globalhealth
[31] missioneconomy
[27] housing
[26] sustainability

Top Hashtags in Tweet in G7:
[77] blackhistorymonth
[17] sdoh
[12] bhm
[5] bhm2023
[4] healthequity
[4] maternalcare
[4] mentalhealth
[4] healthnext23
[3] blackhistory
[2] work

Top Hashtags in Tweet in G8:
[62] rise2023
[53] sdoh
[19] cvd
[10] riskfactors
[9] covid19
[6] cv
[5] healthequity
[5] rise
[3] cvsummit
[3] foodasmedicine

Top Hashtags in Tweet in G9:
[17] sdoh
[5] vitalconditions
[4] healthpolicy
[4] healthecon
[3] blackhistorymonth
[3] healthcare
[2] medicaid
[2] healthequity
[1] nejmcatlive
[1] socialdriversofhealth

Top Hashtags in Tweet in G10:
[30] sdoh
[24] nejmcatlive
[7] clinicaltrial
[7] diversity
[7] postdoc
[6] decentralized
[5] engagement
[3] healthequity
[3] anchormission
[3] health

Top Words
Top Words in Tweet in Entire Graph:
[2390] health
[2142] #sdoh
[1314] sdoh
[1093] social
[690] determinants
[655] care
[643] more
[467] data
[466] #healthequity
[350] people

Top Words in Tweet in G1:
[561] #sdoh
[344] health
[205] data
[191] #healthequity
[166] sdoh
[152] social
[141] more
[104] care
[96] determinants
[87] #healthcare

Top Words in Tweet in G2:
[347] health
[281] sdoh
[180] #sdoh
[163] social
[105] more
[97] determinants
[88] care
[58] data
[47] outcomes
[44] learn

Top Words in Tweet in G3:
[80] #sdoh
[65] health
[39] dr
[35] disparities
[32] social
[31] sdoh
[25] #acc23
[25] #epilifestyle23
[24] accintouch
[23] determinants

Top Words in Tweet in G4:
[95] man
[77] fbicincinnati
[71] sentenced
[69] prison
[65] years
[63] trafficking
[60] sdohnews
[59] sex
[55] cincinnati
[48] charged

Top Words in Tweet in G5:
[84] #sdoh
[44] health
[31] #healthequity
[26] healthbegins
[25] keynote
[24] #nceas2023
[23] social
[23] conference
[22] nceas
[21] 2023

Top Words in Tweet in G6:
[119] health
[100] #sdoh
[46] marmotihe
[45] #cdoh
[45] #digitalhealth
[43] #publichealth
[42] equity
[41] social
[40] #closethegap
[39] #ehealth

Top Words in Tweet in G7:
[196] health
[96] social
[89] determinants
[85] minorityhealth
[77] #blackhistorymonth
[72] black
[66] sdoh
[65] communities
[60] join
[57] addressing

Top Words in Tweet in G8:
[63] health
[62] #rise2023
[53] #sdoh
[44] cv
[41] ditchhaporia
[39] outcomes
[32] jholtzman3
[23] womenas1
[22] social
[22] athenapoppas

Top Words in Tweet in G9:
[95] sdoh
[31] drzackaryberger
[31] health_affairs
[27] know
[26] needs
[25] newsletter
[25] addressing
[25] insider
[23] data
[23] hear

Top Words in Tweet in G10:
[57] social
[51] sdoh
[48] health
[38] care
[34] nejmcatalyst
[32] addressing
[30] #sdoh
[29] issue
[25] needs
[24] #nejmcatlive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[660] social,determinants
[615] determinants,health
[252] health,equity
[213] health,sdoh
[170] learn,more
[140] addressing,social
[139] health,outcomes
[122] health,care
[118] #healthequity,#sdoh
[97] #sdoh,#healthequity

Top Word Pairs in Tweet in G1:
[95] social,determinants
[83] determinants,health
[60] health,equity
[52] learn,more
[44] #sdoh,data
[39] sdoh,data
[37] information,exchange
[35] #healthequity,#sdoh
[29] #thinkspatially,#valuebasedcare
[28] #valuebasedcare,#healthequity

Top Word Pairs in Tweet in G2:
[97] social,determinants
[89] determinants,health
[53] health,sdoh
[31] health,equity
[29] health,outcomes
[29] learn,more
[24] read,more
[18] social,determinant
[18] mental,health
[17] sdoh,toolkit

Top Word Pairs in Tweet in G3:
[23] social,determinants
[22] determinants,health
[19] health,disparities
[13] #acc23,#wccardio
[10] disparities,paula
[10] press,#sdoh
[10] paula,braveman
[10] oxford,university
[10] university,press
[10] braveman,oxford

Top Word Pairs in Tweet in G4:
[63] years,prison
[59] sex,trafficking
[41] cincinnati,man
[40] arrested,charged
[39] man,arrested
[39] following,multi
[39] agency,investigation
[39] charged,federally
[39] multi,agency
[39] federally,sex

Top Word Pairs in Tweet in G5:
[21] 2023,nceas
[17] nceas,annual
[17] annual,conference
[12] conference,register
[10] #nceas2023,#sdoh
[10] #healthequity,#sdoh
[8] address,#sdoh
[8] #sdoh,#healthequity
[8] #nceas2023,day
[7] social,needs

Top Word Pairs in Tweet in G6:
[39] health,equity
[35] determinants,health
[32] equity,network
[28] uk,registered
[28] joined,health
[28] 500,people
[28] registered,begun
[28] network,over
[28] people,uk
[28] begun,process

Top Word Pairs in Tweet in G7:
[88] social,determinants
[87] determinants,health
[55] addressing,social
[54] black,communities
[54] join,minorityhealth
[54] minorityhealth,celebrating
[54] health,sdoh
[50] proud,join
[49] #blackhistorymonth,addressing
[49] celebrating,#blackhistorymonth

Top Word Pairs in Tweet in G8:
[19] great,overview
[19] #sdoh,#cvd
[19] #rise2023,disparities
[19] disparities,cv
[19] outcomes,women
[19] overview,#sdoh
[19] ditchhaporia,#rise2023
[19] outcomes,ditchhaporia
[19] #cvd,outcomes
[19] cv,outcomes

Top Word Pairs in Tweet in G9:
[24] health_affairs,insider
[24] sdoh,newsletter
[23] needs,hear
[23] know,needs
[23] data,sdoh
[23] collecting,data
[23] addressing,sdoh
[23] hear,collecting
[23] sdoh,addressing
[22] drzackaryberger,know

Top Word Pairs in Tweet in G10:
[26] addressing,social
[26] health,care
[23] social,determinants
[23] care,organizations
[22] social,needs
[21] theme,issue
[15] read,special
[15] special,double
[13] double,theme
[13] actively,addressing

Top Replied-To
Top Replied-To in Entire Graph:
@snovo_sdoh
@mar_sdoh
@healthgorilla
@pilll_iwd
@onc_healthit
@claudiawilliams
@rawsthornetrish
@raghu_venugopal
@thatladylyss
@palliativemed_j

Top Replied-To in G1:
@healthgorilla
@onc_healthit
@hhsgov
@graymatterdata
@tom_laroc
@cmsgov
@rasushrestha
@allofusmchs
@lygeia
@shawnacurry_

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

Top Replied-To in G5:
@dr_mac2
@fortunemagazine
@cnn
@natdumornay

Top Replied-To in G6:
@guardianaus
@abcnews
@uclhealthpublic
@lisatmsa
@neurosciencenew
@medical_xpress
@rebeccalacey
@crageshri
@melpetrakis
@yallopdiana

Top Replied-To in G7:
@pstamber
@niosh
@minorityhealth
@laconic_doc

Top Replied-To in G8:
@womenas1
@drbirgitvogel
@smahashur
@ditchhaporia

Top Replied-To in G9:
@calirunnerdoc
@sethaberkowitz
@sacjai

Top Replied-To in G10:
@nsmohta
@jrlumpkin
@nychealthcmo
@whitneydenary
@ahs123

Top Mentioned
Top Mentioned in Entire Graph:
@onc_healthit
@minorityhealth
@fbicincinnati
@kristincollie20
@sdohnews
@sibrealii
@picardonhealth
@marmotihe
@ditchhaporia
@spidermaani

Top Mentioned in G1:
@onc_healthit
@himss
@chcshealth
@vmware
@hcnowradio
@safetynetplans
@pophealthweek
@vmwarehit
@healthitnews
@ahimaresources

Top Mentioned in G2:
@centrodeamigos
@ddavenport213
@artena_jll
@nhp_uwictr
@medtrans_go
@judsontelemed

Top Mentioned in G3:
@accintouch
@nhlbi_translate
@sarjuganatramd
@drlaprincess
@jaccjournals
@nih_nhlbi
@ahascience
@danicrookes
@nonotthatdrking
@equitylist

Top Mentioned in G4:
@fbicincinnati
@sdohnews
@ccwhistleblower
@fbi
@atfcolumbus
@thejusticedept
@kristenclarkejd
@columbuslibrary
@hsidetroit
@kirwaninstitute

Top Mentioned in G5:
@healthbegins
@nu_nceas
@memoona_hasnain
@gslutkin
@reshmajagsi
@kff
@jamanetwork
@theihi
@chcshealth

Top Mentioned in G6:
@marmotihe
@silkelefay
@michaelmarmot
@mhswahn
@life365inc
@andmazzella
@mixq22
@crageshri
@rebeccalacey
@uydel

Top Mentioned in G7:
@minorityhealth
@samhsagov
@drmermincdc
@niosh
@cdcstd
@tanzeemc
@dtmunir
@so_says_sally
@michaelmarmot
@swhr

Top Mentioned in G8:
@ditchhaporia
@jholtzman3
@womenas1
@athenapoppas
@drmarthagulati
@shrillab
@anastasiasmihai
@alaide_chief
@drbirgitvogel
@monsangh

Top Mentioned in G9:
@health_affairs
@drzackaryberger
@sethaberkowitz
@uchicagomed
@annie_polc
@scrubbedin
@pkmandic
@carlson_bach
@umnclinaffairs
@umnresearch

Top Mentioned in G10:
@nejmcatalyst
@siren_ucsf
@geraldfinken
@jamapsych
@optum
@bradleyiott
@nichdavis
@erinmcaleer1
@jrlumpkin

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@chidambara09
@hrblock_21
@independent
@lizditz
@givemepie360
@vonrosenchild
@evankirstel
@jjj5819
@thehill

Top Tweeters in G1:
@chidambara09
@vonrosenchild
@evankirstel
@reuters
@radioblackon
@demcastmn
@johnoeffinger75
@medicalquack
@supplychainsn
@queer_spice

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

Top Tweeters in G3:
@hswapnil
@globalphobserv
@sandrabuarque
@oncoalert
@cofheq
@luciaruggiero
@mayoclinic
@rohitpanwar2010
@cyclingdoctor
@american_heart

Top Tweeters in G4:
@givemepie360
@79topper
@joanisparkles
@adekleine
@kimpy123
@jorge_c_ny
@bethsinniresist
@ydanasmithdutra
@feinberg_linda
@rr_edmonds

Top Tweeters in G5:
@independent
@cynicalvision50
@nytimes
@washingtonpost
@cnn
@usatoday
@fortunemagazine
@npr
@thenation
@englewoodelaine

Top Tweeters in G6:
@eco1start
@caring_mobile
@abcnews
@guardianaus
@fluxcapdoodah
@ntemid
@compchembiobot
@kathevans2
@wandawyporska
@binfotrends

Top Tweeters in G7:
@laconic_doc
@hazardscampaign
@maneeshjuneja
@cdcstd
@minorityhealth
@sevendivinity
@usagov
@richfeet
@niosh
@researchamerica

Top Tweeters in G8:
@pash22
@publichealthmap
@anastasiasmihai
@kamathgurudutt
@drmarthagulati
@proftomquinn
@netshrink
@saludamerica
@younginvincible
@drtoniyasingh

Top Tweeters in G9:
@cmargaronis
@forbes
@monitor_ph
@kristekline
@sociojen
@drzackaryberger
@sunsopeningband
@bjdickmayhew
@katellington
@krisgillentine

Top Tweeters in G10:
@sudeepkhatri
@mark45dominic
@parvez1
@dlhampton
@harassnomore
@dediiajii
@molacc
@dra_teraizamesa
@papillo2014
@abriphin


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