sdoh, Twitter, 1/24/2021 7:14:04 AM, 246367


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sdoh_2021-01-23_22-30-00.xlsx
sdoh_2021-01-23_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2021
Short Description:
sdoh via NodeXL https://bit.ly/39cj09h
@picardonhealth
@healthbegins
@kentonjjohnston
@drnunezsmith
@globalphobserv
@ritikagoelto
@consejosano_us
@healthyamerica1
@epflcswccm
@carolynshimmin

Top hashtags:
#sdoh
#covid19
#healthequity
#healthcare
#eb148
#fbi

Description:
Description
The graph represents a network of 4,097 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, 24 January 2021 at 06:39 UTC.

The requested start date was Sunday, 24 January 2021 at 01:01 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, 11-hour, 17-minute period from Sunday, 10 January 2021 at 01:21 UTC to Saturday, 23 January 2021 at 12:39 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 : 4097
Unique Edges : 3278
Edges With Duplicates : 8635
Total Edges : 11913
Number of Edge Types : 5
Replies to : 1210
Mentions : 1536
Retweet : 3028
MentionsInRetweet : 4426
Tweet : 1713
Self-Loops : 1737
Reciprocated Vertex Pair Ratio : 0.0447368421052632
Reciprocated Edge Ratio : 0.0856423173803526
Connected Components : 392
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2041
Maximum Edges in a Connected Component : 5378
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.07166
Graph Density : 0.000331201755857945
Modularity : 0.45488
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,097 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, 24 January 2021 at 06:39 UTC.

The requested start date was Sunday, 24 January 2021 at 01:01 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, 11-hour, 17-minute period from Sunday, 10 January 2021 at 01:21 UTC to Saturday, 23 January 2021 at 12:39 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:
[81] https://www.cbc.ca/news/gopublic/hospital-patient-crawls-out-mental-illness-1.5871307
[61] https://thetyee.ca/News/2021/01/07/Basic-Income-Plan-Save-Lives-Pandemic/?utm_source=twitter&utm_medium=social&utm_content=011920-1&utm_campaign=editorial
[43] https://www.tfah.org/wp-content/uploads/2020/08/SDOH-bill-fact-sheet.pdf
[33] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation
[20] https://www.eventbrite.com/e/critical-health-literacy-in-addressing-social-determinants-of-health-tickets-135355567145
[16] https://healthcarenowradio.airtime.pro/
[13] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[12] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003490
[10] https://sirenetwork.ucsf.edu/news-events/siren-coffee-science
[9] https://www.justice.gov/usao-sdoh/pr/update-law-enforcement-search-2448-sullivant-avenue

Top URLs in Tweet in G1:
[61] https://thetyee.ca/News/2021/01/07/Basic-Income-Plan-Save-Lives-Pandemic/?utm_source=twitter&utm_medium=social&utm_content=011920-1&utm_campaign=editorial
[3] https://www.washingtonpost.com/opinions/2021/01/15/vaccines-america-must-balance-speed-equity/?tid=ss_tw
[2] https://www.cbc.ca/news/canada/toronto/ontario-paid-sick-days-recommendations-1.5869230?__vfz=medium%3Dsharebar
[2] https://www.cbc.ca/news/canada/toronto/ontario-s-homeless-5-times-more-likely-to-die-of-covid-19-study-finds-1.5869024?__vfz=medium%3Dsharebar
[2] https://www.cbc.ca/news/gopublic/hospital-patient-crawls-out-mental-illness-1.5871307
[1] https://academic.oup.com/heapol/article/33/5/675/4947872
[1] https://cmajnews.com/2018/08/07/cancellation-of-basic-income-project-a-blow-to-health-research-cmaj-109-5648/
[1] https://www.nytimes.com/2021/01/08/health/coronavirus-marcella-nunez-smith.html?smid=tw-share
[1] https://www.thestar.com/news/gta/2021/01/11/torontos-top-doctor-calls-on-province-to-provide-10-paid-sick-days-amid-surging-covid-19-cases.html
[1] https://thetyee.ca/News/2021/01/19/Black-Communities-COVID-Vaccine-Wary/

Top URLs in Tweet in G2:
[2] https://aggie.io:443/
[2] https://twitter.com/elandea_af/status/1349258895500447746
[1] https://twitter.com/archillect/status/1350103324612317190
[1] https://twitter.com/army_deliria/status/1350038708251226112
[1] https://twitter.com/mandarin_sdoh/status/1329743008418422784
[1] https://twitter.com/mandarin_sdoh/status/1348626778068283392
[1] https://twitter.com/alkozhaba/status/1351221129084596230
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D-c2sQKoOUYQ&q=EgS4SO-bGNCrtIAGIhkA8aeDSy7Tkl0NQOqGdQ13N2a-IHDaDcbdMgFy
[1] https://twitter.com/lalatuchya/status/1350008998343356416
[1] https://twitter.com/ne_danissimoors/status/1349276074136510465

Top URLs in Tweet in G3:
[3] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation
[1] https://www.justice.gov/usao-sdoh/pr/update-law-enforcement-search-2448-sullivant-avenue

Top URLs in Tweet in G4:
[2] https://www.usnews.com/news/health-news/articles/2021-01-13/how-underused-medical-codes-for-social-needs-could-transform-health-care
[1] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[1] https://twitter.com/aboutKP/status/1349798831056060416
[1] https://www.businessinsider.com/covid-shots-given-to-white-people-state-vaccine-data-2021-1?utm_source=twitter&utm_medium=pm_alberti&utm_content=a552b2ca-663f-4bc3-9e6f-72c7d88c646a
[1] https://www.washingtonpost.com/health/black-baby-death-rate-cut-by-black-doctors/2021/01/08/e9f0f850-238a-11eb-952e-0c475972cfc0_story.html
[1] https://www.nytimes.com/2021/01/10/health/coronavirus-hospitals-vaccinations.html?referringSource=articleShare
[1] https://twitter.com/natlcomplexcare/status/1348657708468199424
[1] https://twitter.com/aamctoday/status/1349371190033469451
[1] https://www.npr.org/2021/01/08/954966269/should-black-people-get-race-adjustments-in-kidney-medicine?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.wrcbtv.com/story/43169978/a-third-of-americans-dont-see-systemic-racism-as-a-barrier-to-good-health-survey-says?utm_source=twitter&utm_medium=pm_alberti&utm_content=a0d33b80-8098-42af-b1f2-06ce91002919

Top URLs in Tweet in G5:
[9] https://sirenetwork.ucsf.edu/news-events/siren-coffee-science
[5] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[3] https://www.medicaidinnovation.org/blog/entry/addressing-sdoh-in-medicaid-cross-sector-collaborations-to-support-initiatives
[2] https://healthpayerintelligence.com/news/aca-medicaid-expansion-reduced-income-inequality-sdoh-by-10
[2] https://patientengagementhit.com/news/acp-calls-to-end-health-disparities-racial-bias-in-healthcare
[2] https://patientengagementhit.com/news/revamping-medical-education-to-address-racial-bias-disparities
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/1468-0009.12491?cookieSet=1
[2] https://www.healthaffairs.org/do/10.1377/hblog20210113.155994/full/?utm_medium=social&utm_source=twitter&utm_campaign=blog&utm_content=healthaffairs&utm_term=ha+top+20
[1] https://news.weill.cornell.edu/news/2021/01/counting-patients%E2%80%99-social-determinants-of-health-may-help-doctors-prevent-fatal-heart
[1] https://www.nejm.org/doi/full/10.1056/NEJMms2025768#.X_ikAyL9nhU.twitter

Top URLs in Tweet in G6:
[11] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation
[4] https://journal.ahima.org/cms-issues-guidance-to-state-healthcare-officials-on-sdoh/
[3] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[3] https://twitter.com/kentonjjohnston/status/1349436840638631936
[3] https://healthblawg.com/2020/05/konstantin-pophealth-axispointhealth.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.cms.gov/newsroom/press-releases/cms-issues-new-roadmap-states-address-social-determinants-health-improve-outcomes-lower-costs
[2] https://ahima.org/sdoh/
[2] https://www.medicaid.gov/federal-policy-guidance/downloads/sho21001.pdf
[2] https://www.usnews.com/news/health-news/articles/2021-01-13/how-underused-medical-codes-for-social-needs-could-transform-health-care
[2] https://www.tfah.org/wp-content/uploads/2020/08/SDOH-bill-fact-sheet.pdf

Top URLs in Tweet in G7:
[14] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation
[8] https://www.justice.gov/usao-sdoh/pr/update-law-enforcement-search-2448-sullivant-avenue
[7] https://www.justice.gov/usao-sdoh/pr/former-hamilton-county-deputy-pleads-guilty-using-excessive-force
[5] https://www.justice.gov/usao-sdoh/pr/canal-winchester-man-sentenced-more-16-years-prison-sexually-exploiting-minor-females
[4] https://twitter.com/FBICincinnati/status/1350161035492290565
[4] https://www.justice.gov/usao-sdoh/pr/local-men-sentenced-prison-pawn-shop-armed-robbery-case
[3] https://www.justice.gov/usao-sdoh/pr/virginia-man-who-participated-columbus-murder-sentenced-30-years-prison-participating
[3] https://www.justice.gov/usao-sdoh/pr/federal-authorities-investigating-any-potential-violations-federal-law-residents
[2] https://www.justice.gov/usao-sdoh/pr/kentucky-woman-pleads-guilty-aiding-and-abetting-witness-tampering-case-involving
[1] https://tips.fbi.gov/digitalmedia/aad18481a3e8f02

Top URLs in Tweet in G8:
[78] https://www.cbc.ca/news/gopublic/hospital-patient-crawls-out-mental-illness-1.5871307
[1] https://www.instagram.com/accounts/login/
[1] https://global-health-conference.usask.ca/index.php
[1] https://twitter.com/ChooseHealthTO/status/1351525515375607811
[1] https://twitter.com/CBCToronto/status/1349581667204214790

Top URLs in Tweet in G9:
[1] https://www.justice.gov/usao-sdoh/pr/wilmington-man-charged-online-threats-witness-tampering-regarding-his-participation

Top URLs in Tweet in G10:
[39] https://www.tfah.org/wp-content/uploads/2020/08/SDOH-bill-fact-sheet.pdf
[2] https://barragan.house.gov/barragan-reintroduces-bill-to-address-health-disparities-by-improving-the-social-determinants-of-health/
[1] https://healthpayerintelligence.com/news/payers-kick-off-2021-investments-in-social-determinants-of-health
[1] https://twitter.com/HealthyAmerica1/status/1352334885306966018
[1] https://twitter.com/RepBarragan/status/1352352843798294530
[1] https://twitter.com/bree_wa/status/1349510455694225408
[1] https://www.eventbrite.com/e/mobilizing-collective-action-around-social-determinants-of-health-tickets-132994376761
[1] https://twitter.com/american_heart/status/1350155289555775492
[1] https://www.motherjones.com/environment/2021/01/a-new-investigation-about-who-is-dying-from-heat-related-illness-should-be-a-wakeup-call-for-america/
[1] https://www.nap.edu/catalog/25246/a-roadmap-to-reducing-child-poverty

Top Domains
Top Domains in Tweet in Entire Graph:
[296] twitter.com
[92] cbc.ca
[70] justice.gov
[62] thetyee.ca
[44] tfah.org
[31] linkedin.com
[26] eventbrite.com
[21] healthpayerintelligence.com
[19] patientengagementhit.com
[16] airtime.pro

Top Domains in Tweet in G1:
[62] thetyee.ca
[12] cbc.ca
[6] thestar.com
[6] theglobeandmail.com
[5] twitter.com
[3] theguardian.com
[3] washingtonpost.com
[2] nytimes.com
[1] oup.com
[1] cmajnews.com

Top Domains in Tweet in G2:
[22] twitter.com
[2] google.com
[2] aggie.io
[1] forms.gle
[1] minecraft.net

Top Domains in Tweet in G3:
[4] justice.gov

Top Domains in Tweet in G4:
[5] twitter.com
[3] usnews.com
[2] ethndis.org
[2] ruralhealthresearch.org
[1] ahrq.gov
[1] businessinsider.com
[1] washingtonpost.com
[1] nytimes.com
[1] npr.org
[1] wrcbtv.com

Top Domains in Tweet in G5:
[10] ucsf.edu
[9] patientengagementhit.com
[7] twitter.com
[6] ahrq.gov
[4] healthaffairs.org
[4] caresource.com
[4] medicaidinnovation.org
[3] nejm.org
[2] healthpayerintelligence.com
[2] usnews.com

Top Domains in Tweet in G6:
[43] twitter.com
[25] linkedin.com
[12] justice.gov
[7] ahima.org
[7] healthblawg.com
[5] healthpayerintelligence.com
[3] fiercehealthcare.com
[3] ahrq.gov
[3] icdtagger.com
[2] cms.gov

Top Domains in Tweet in G7:
[46] justice.gov
[5] twitter.com
[1] fbi.gov

Top Domains in Tweet in G8:
[78] cbc.ca
[2] twitter.com
[1] instagram.com
[1] usask.ca

Top Domains in Tweet in G9:
[1] justice.gov

Top Domains in Tweet in G10:
[39] tfah.org
[6] twitter.com
[2] house.gov
[1] healthpayerintelligence.com
[1] eventbrite.com
[1] motherjones.com
[1] nap.edu
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1218] sdoh
[328] covid19
[169] healthequity
[127] healthcare
[69] eb148
[68] fbi
[63] basicincome
[61] health
[53] healthliteracy
[49] publichealth



Top Hashtags in Tweet in G1:
[164] covid19
[62] basicincome
[46] sdoh
[40] coronavirus
[30] indigenous
[23] homelessness
[11] cdnhealth
[11] cdnpoli
[10] firstnations
[6] healthequity

Top Hashtags in Tweet in G2:
[26] technofanart
[22] philzafanart
[21] wilbursootfanart
[21] dreamsmpfanart
[20] tommyinnitfanart
[18] dreamsmp
[17] tubbofanart
[16] dreamfanart
[15] technobladefanart
[12] ranboofanart

Top Hashtags in Tweet in G3:
[3] fbi

Top Hashtags in Tweet in G4:
[23] healthequity
[23] sdoh
[22] trust
[22] impsci
[20] mistrust
[20] adaptation
[20] deimplementation
[11] covid19
[4] publichealth
[4] healthjustice

Top Hashtags in Tweet in G5:
[101] sdoh
[23] healthequity
[14] socialcare
[13] healthcare
[11] medicaid
[9] sirenchats
[7] medtwitter
[7] covid19
[7] ahrq
[6] hatop20

Top Hashtags in Tweet in G6:
[137] sdoh
[23] healthcare
[15] healthequity
[14] covid19
[12] socialdeterminantsofhealth
[12] medicaid
[11] payers
[8] hitsm
[8] populationhealth
[8] digitalhealth

Top Hashtags in Tweet in G7:
[65] fbi
[4] justice
[4] ohio
[2] capitolriots
[1] sdoh
[1] moraldeterminantofhealth
[1] unity
[1] maskup
[1] inthistogether
[1] cybercrime

Top Hashtags in Tweet in G8:
[5] sdoh
[4] chronicillness
[3] medtwitter
[2] covid19
[1] onpoli
[1] meded
[1] team211
[1] helpstartshere
[1] fearless
[1] covid19ontario

Top Hashtags in Tweet in G10:
[53] sdoh
[25] healthoutcomes
[20] covid19
[11] socialdeterminants
[9] scholarsunday
[6] healthequity
[2] letsbehealthytogether
[1] foodscarcity
[1] housinginsecurity
[1] socialdeterminantsofhealth

Top Words
Top Words in Tweet in Entire Graph:
[1218] #sdoh
[978] health
[802] я
[675] social
[644] не
[634] и
[520] picardonhealth
[512] в
[504] threats
[456] что

Top Words in Tweet in G1:
[509] picardonhealth
[193] cost
[183] living
[181] toronto
[176] more
[172] care
[167] long
[165] term
[165] needs
[165] work

Top Words in Tweet in G2:
[168] я
[153] и
[143] в
[142] не
[128] mandarin_sdoh
[122] что
[97] на
[91] это
[51] у
[47] мне

Top Words in Tweet in G3:
[326] threats
[324] man
[324] witness
[324] tampering
[323] wilmington
[323] charged
[323] online
[323] regarding
[323] participation
[323] protests

Top Words in Tweet in G4:
[255] database
[132] sdoh
[128] ahrq
[127] valuable
[127] released
[127] today
[127] researchers
[127] links
[127] existing
[127] federal

Top Words in Tweet in G5:
[101] #sdoh
[86] health
[58] social
[42] determinants
[36] series
[25] covid
[25] research
[24] community
[23] #healthequity
[23] siren_ucsf

Top Words in Tweet in G6:
[137] #sdoh
[100] health
[55] social
[50] sdoh
[46] determinants
[29] care
[23] #healthcare
[22] state
[21] data
[20] guidance

Top Words in Tweet in G7:
[83] justin
[83] stoll
[73] fbicincinnati
[70] cincinnati
[69] today
[66] district
[65] arrested
[65] #fbi
[65] appeared
[65] court

Top Words in Tweet in G8:
[106] ritikagoelto
[78] horrific
[78] video
[78] captures
[78] patient
[78] crawling
[78] hospital
[78] staff
[78] dismiss
[78] pleas

Top Words in Tweet in G9:
[120] turns
[120] making
[120] threats
[120] social
[120] media
[120] critics
[120] self
[120] described
[120] war
[120] republic

Top Words in Tweet in G10:
[146] health
[102] social
[93] improving
[91] act
[82] determinants
[65] healthyamerica1
[55] 300
[53] #sdoh
[53] groups
[47] address

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[389] social,determinants
[376] witness,tampering
[371] man,charged
[371] charged,online
[371] online,threats
[371] threats,witness
[367] tampering,regarding
[362] participation,protests
[359] protests,capitol
[358] regarding,participation

Top Word Pairs in Tweet in G1:
[165] long,term
[164] term,care
[163] care,psw
[163] psw,needs
[163] needs,work
[163] work,50
[163] 50,hours
[163] hours,week
[163] week,more
[163] more,afford

Top Word Pairs in Tweet in G2:
[22] '゚,'゚
[15] я,не
[14] 初音ミク,hatsune
[14] hatsune,miku
[12] у,меня
[12] что,это
[11] потому,что
[10] take,moon
[10] moon,okay
[10] что,у

Top Word Pairs in Tweet in G3:
[323] man,charged
[323] charged,online
[323] online,threats
[323] threats,witness
[323] witness,tampering
[323] tampering,regarding
[323] regarding,participation
[323] participation,protests
[323] protests,capitol
[319] wilmington,ohio

Top Word Pairs in Tweet in G4:
[127] valuable,database
[127] database,released
[127] released,today
[127] today,ahrq
[127] ahrq,researchers
[127] researchers,sdoh
[127] sdoh,database
[127] database,links
[127] links,existing
[127] existing,federal

Top Word Pairs in Tweet in G5:
[41] social,determinants
[40] determinants,health
[19] community,based
[16] addressing,#sdoh
[16] research,elenabyhoff
[16] elenabyhoff,milbankfund
[16] milbankfund,try
[16] try,answer
[16] answer,question
[16] question,community

Top Word Pairs in Tweet in G6:
[46] social,determinants
[43] determinants,health
[18] guidance,state
[11] cms,issues
[11] issues,guidance
[9] health,#sdoh
[8] addressing,social
[7] #sdoh,#healthequity
[7] #healthcare,spending
[7] outcomes,#sdoh

Top Word Pairs in Tweet in G7:
[83] justin,stoll
[65] stoll,arrested
[65] arrested,#fbi
[65] #fbi,today
[65] today,appeared
[65] appeared,district
[65] district,court
[65] court,cincinnati
[65] cincinnati,according
[65] according,criminal

Top Word Pairs in Tweet in G8:
[78] horrific,video
[78] video,captures
[78] captures,patient
[78] patient,crawling
[78] crawling,hospital
[78] hospital,staff
[78] staff,dismiss
[78] dismiss,pleas
[78] pleas,help
[77] ritikagoelto,horrific

Top Word Pairs in Tweet in G9:
[120] turns,making
[120] making,threats
[120] threats,social
[120] social,media
[120] media,critics
[120] critics,self
[120] self,described
[120] described,war
[120] war,republic
[120] republic,gets

Top Word Pairs in Tweet in G10:
[91] health,act
[82] social,determinants
[82] determinants,health
[80] improving,social
[53] 300,groups
[48] healthyamerica1,300
[46] act,2021
[37] groups,supporting
[36] supporting,improving
[27] health,inequities

Top Replied-To
Top Replied-To in Entire Graph:
@bulka_no_sdoh
@mandarin_sdoh
@artistjanai
@bay_baykrizu
@s_sdoh
@yellow_ffs
@coconutpepe
@frogh_twt
@ultimate_puddle
@alkozhaba

Top Replied-To in G2:
@mandarin_sdoh
@ultimate_puddle
@alkozhaba
@hochu_feijoa
@apelsin_voskres
@crazy_huezy
@sokdobryy
@ammalilqueen
@kjwiol
@spasiboputiny01

Top Replied-To in G4:
@kejoynt

Top Replied-To in G5:
@jes_cerdena
@asco
@leorahorwitzmd
@hormone_doc
@t0nyyates
@rishimanchanda
@kamranabbasi
@kristienhens
@gowthyharsha
@shawnjohnsonbos

Top Replied-To in G7:
@sdohnews
@potus
@usattydevillers

Top Replied-To in G8:
@womenwholead_

Top Replied-To in G10:
@healthyhousing
@amsanational
@bree_wa
@lphiorg

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@fbi
@fbic
@kentonjjohnston
@ericgarland
@erinotoole
@ritikagoelto
@ieg_orig
@fbicincinnati
@moirawyton

Top Mentioned in G1:
@picardonhealth
@erinotoole
@ieg_orig
@moirawyton
@thetyee
@itsjamestapper
@nickjboisvert
@epdevilla
@saramoj
@byjameskeller

Top Mentioned in G2:
@mandarin_sdoh
@dualitylyrics
@hochu_feijoa
@rusmcytstruggle
@ultimate_puddle
@liebiber
@sokdobryy
@cupcupcupoftea
@mikumikufigures
@wuj_bogdan

Top Mentioned in G3:
@fbi
@fbic
@fbicincinnati
@sdohnews
@ericgarland

Top Mentioned in G4:
@kentonjjohnston
@drrachelshelton
@pm_alberti
@behavioral_med
@kejoynt
@rhrgateway
@dukeforge
@dukemargolis
@aboutkp
@brotzmanlaura

Top Mentioned in G5:
@siren_ucsf
@milbankfund
@elenabyhoff
@laurentaylor_lt
@ahrqnews
@asco
@caresource
@hmkyale
@kellymdoran
@healthbegins

Top Mentioned in G6:
@7gtech

Top Mentioned in G7:
@fbicincinnati
@sdohnews
@ninaandtito
@usattydevillers
@drsawbones
@atfcolumbus
@columbuspolice
@mifflintwpohio
@potus
@700wlw

Top Mentioned in G8:
@ritikagoelto
@_karenmilligan
@picardonhealth
@saadia_sediq
@uoftpsychiatry
@michaela416
@sriverdalechc
@211central
@211ontario
@jkwan_md

Top Mentioned in G9:
@ericgarland

Top Mentioned in G10:
@healthyamerica1
@repbarragan
@amheartadvocacy
@johnholbein1
@cagolembeski
@casbhc
@ourhospitals
@wellbeingtrust
@tylernorrismdiv
@pba_savingsight

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@piyuanker12
@robre62
@solutioneer72
@k1a1zzz
@billm9
@meruemgi
@evankirstel
@chuddles11
@maybel65

Top Tweeters in G1:
@meruemgi
@chuddles11
@1loriking
@asher_wolf
@gpwriter
@kimvie
@biggles14
@globeandmail
@meeksvs
@gadflyquebec

Top Tweeters in G2:
@turko_the_fair
@thebiggrib
@asgardskaya
@lesh_ik
@gaysinthepark
@damn_mccoy
@bennet_forever
@fellvein
@piggytechnobarb
@intericeage

Top Tweeters in G3:
@jornalistavitor
@robre62
@k1a1zzz
@billm9
@maybel65
@richfm39517086
@asmith702
@mwhalan
@deathtocrazy
@catwoman1979

Top Tweeters in G4:
@karma4ublue
@mswz
@mikemooredo
@demografia_csic
@kathleenkl
@dcornwalltiwik
@zoelightly
@mariacmorap
@yfeyman
@mayrenaisamar

Top Tweeters in G5:
@nytimes
@indystar
@monitor_ph
@doritmi
@kprc2
@tennessean
@swmstn2
@usnews
@parthaskar
@mededbot

Top Tweeters in G6:
@joeebert11
@trisha_the_doc
@mazenz_com
@americnxx
@yeahitsev
@dheysrios
@shireenj
@leobeletsky
@puterinurr_
@brad_justus

Top Tweeters in G7:
@marthalynneowe1
@salomnm
@lorettabower3
@kimpy123
@masky_jay_hoody
@elvislver56
@ptothed1
@under6ftnobeard
@mr_sandtoes
@smc752

Top Tweeters in G8:
@outofmyplanet
@michaelcozens
@ciiaqaplfraser
@elaineniddery
@uniquelygillian
@sofiana12_
@priscillajudd
@drcswilliam
@tk_dhillon
@dalydes

Top Tweeters in G9:
@79topper
@bethsinniresist
@royaleight
@paladine
@dazyjane410
@tenej_jenet
@tenajd
@celestebyrne3
@dianahollins
@sundene

Top Tweeters in G10:
@solutioneer72
@all435reps
@tomasrabago1
@rosebud1668
@dumpbloatus
@pmia7
@americantejano
@robinlturnerphd
@healthyamerica1
@krash63


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