sdoh, Twitter, 8/9/2020 2:16:16 PM, 232224


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sdoh_2020-08-08_22-19-12.xlsx
sdoh_2020-08-08_22-19-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2020
Short Description:
sdoh via NodeXL https://bit.ly/33IvLWM
@picardonhealth
@publichealthmap
@nationshealth
@nytimes
@health_affairs
@brianrahmer
@mandarin_sdoh
@silkelefay
@epflcswccm
@spidermaani

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

Description:
Description
The graph represents a network of 3,829 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, 09 August 2020 at 05:25 UTC.

The requested start date was Sunday, 09 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 34-minute period from Sunday, 26 July 2020 at 00:23 UTC to Saturday, 08 August 2020 at 23:58 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 : 3829
Unique Edges : 2908
Edges With Duplicates : 7437
Total Edges : 10345
Number of Edge Types : 5
Retweet : 2642
MentionsInRetweet : 3460
Tweet : 1590
Mentions : 1750
Replies to : 903
Self-Loops : 1606
Reciprocated Vertex Pair Ratio : 0.0465168539325843
Reciprocated Edge Ratio : 0.0888984324672536
Connected Components : 441
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 4028
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.607215
Graph Density : 0.000317723210618628
Modularity : 0.453825
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,829 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, 09 August 2020 at 05:25 UTC.

The requested start date was Sunday, 09 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 34-minute period from Sunday, 26 July 2020 at 00:23 UTC to Saturday, 08 August 2020 at 23:58 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:
[36] https://www.statnews.com/2020/07/07/new-normal-health-care-go-beyond-clinical-care/
[33] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-hamilton-man-sexually-trafficking-exploiting-teen
[25] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-ohio-house-speaker-enterprise-federal-public-corruption
[15] https://www.justice.gov/usao-sdoh/pr/maryland-man-sentenced-prison-cyberstalking-ohio-victims
[13] https://www.justice.gov/usao-sdoh/pr/west-carrolton-man-sentenced-16-years-prison-receiving-images-sexual-abuse-children
[13] https://www.justice.gov/usao-sdoh/pr/nine-arrested-charged-federally-connection-human-trafficking-operation-involving-drugs
[12] https://www.justice.gov/usao-sdoh/pr/ohio-house-speaker-former-chair-ohio-republican-party-3-other-individuals-501c4-entity
[11] https://www.justice.gov/usao-sdoh/pr/fifteenth-person-charged-theft-ongoing-social-security-benefits-fraud-investigation
[11] https://www.justice.gov/usao-sdoh/pr/spectro-scientific-agrees-pay-1m-settle-allegations-related-air-force-s-small-business
[10] https://healthydebate.ca/opinions/our-moment-of-social-reckoning

Top URLs in Tweet in G1:
[4] https://heartofgoldcomic.com/
[3] https://twitter.com/deadbcf/status/1292004834720329728
[2] https://twitter.com/temraris/status/1292035684849651712
[2] https://ficbook.net/readfic/9743992
[2] https://yandere-simulator.com/
[2] http://smarturl.it/PRMadWorld
[2] https://www.deadpress.co.uk/news-palaye-royale-share-cover-of-mad-world-by-tears-for-fears/
[2] https://www.youtube.com/watch?v=FxjFEp30ACw&feature=youtu.be

[2] http://scottgames.com/
[2] https://glassanimals.lnk.to/DreamlandChat

Top URLs in Tweet in G2:
[10] https://healthydebate.ca/opinions/our-moment-of-social-reckoning
[5] https://healthydebate.ca/opinions/surgical-backlog-expense
[4] https://www.theguardian.com/commentisfree/2020/jul/26/racism-making-us-ill-prejudice
[3] https://www.cbc.ca/news/canada/toronto/toronto-covid-19-data-1.5669091
[3] https://www.canadianscholars.ca/books/the-politics-of-health-in-the-canadian-welfare-state
[2] https://www.theguardian.com/global-development/2020/aug/04/water-is-sacred-10-visual-artists-reflect-on-the-human-right-to-water?CMP=share_btn_tw
[2] https://thecanadianfacts.org/
[1] https://www.thestar.com/podcasts/thismatters/2020/08/07/growing-up-in-a-shelter-child-homelessness-on-the-rise.html
[1] https://www.theglobeandmail.com/opinion/article-we-must-do-more-to-protect-people-with-dementia/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theguardian.com/global-development/2020/aug/03/we-have-abandoned-the-poor-slums-suffer-as-covid-19-exposes-indias-social-divide

Top URLs in Tweet in G3:
[3] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2020.00691?cookieSet=1
[3] https://www.journalofclinicalpathways.com/news/cost-effectiveness-integrating-social-determinants-health-improve-cancer-screening
[3] https://ajph.aphapublications.org/doi/10.2105/AJPH.2020.305802?cookieSet=1
[3] https://www.healthaffairs.org/do/10.1377/hblog20200727.834457/full/?cookieSet=1
[3] https://www.chcs.org/resource/addressing-health-related-social-needs-among-medicaid-beneficiaries-mapping-cross-sector-partnership-roles/
[2] https://www.researchgate.net/profile/Ellen_Fink-Samnick/achievement/5f2a4b4f21bb080eff9af25b
[2] https://www.theguardian.com/us-news/2020/jul/28/us-racial-injustices-will-worsen-climate-crisis-escalates
[2] https://twitter.com/brianrahmer/status/1290676203511324673
[2] the
[2] https://www.healthaffairs.org/do/10.1377/hblog20200727.834457/full/

Top URLs in Tweet in G4:
[5] https://www.justice.gov/usao-sdoh/pr/nine-arrested-charged-federally-connection-human-trafficking-operation-involving-drugs
[5] https://www.justice.gov/usao-sdoh/pr/former-dayton-agency-director-sentenced-prison-accepted-cash-bribes
[5] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-ohio-house-speaker-enterprise-federal-public-corruption
[5] https://www.justice.gov/usao-sdoh/pr/fifteenth-person-charged-theft-ongoing-social-security-benefits-fraud-investigation
[4] https://www.justice.gov/usao-sdoh/pr/woman-who-worked-local-research-institute-10-years-pleads-guilty-conspiring-steal-trade
[4] https://twitter.com/jyangstar/status/1289940943462895616
[4] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-hamilton-man-sexually-trafficking-exploiting-teen
[3] https://www.justice.gov/usao-sdoh/pr/west-carrolton-man-sentenced-16-years-prison-receiving-images-sexual-abuse-children
[3] https://www.justice.gov/usao-sdoh/pr/spectro-scientific-agrees-pay-1m-settle-allegations-related-air-force-s-small-business
[3] https://www.justice.gov/usao-sdoh/pr/maryland-man-sentenced-prison-cyberstalking-ohio-victims

Top URLs in Tweet in G5:
[1] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-ohio-house-speaker-enterprise-federal-public-corruption

Top URLs in Tweet in G6:
[6] https://www.socialempact.com/
[5] https://sdoheducation.org/community-hub/using-virtual-reality-and-3d-immersive-technology-to-teach-social-determinants-of-health/
[3] https://twitter.com/hpjournalclub/status/1290615099900796929
[3] https://patientengagementhit.com/news/why-have-covid-19-racial-health-disparities-emerged
[2] https://bit.ly/2DMyi7r
[2] https://twitter.com/sparksjls/status/1289756397689683969
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s11606-020-05934-8
[1] https://twitter.com/rymanmd/status/1291750527823314944
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2019.01580?cookieSet=1
[1] https://www.nejm.org/doi/full/10.1056/NEJMsa1906848?cookieSet=1

Top URLs in Tweet in G7:
[4] https://mailchi.mp/8d7d529e560c/nccdh-e-news-july-2020-bulletin-electronique-du-juillet-2020-8013852
[3] https://ehrintelligence.com/news/id-health-information-exchange-implements-sdoh-tool
[2] https://www.thestar.com/news/gta/2020/08/02/lockdown-worked-for-the-rich-but-not-for-the-poor-the-untold-story-of-how-covid-19-spread-across-toronto-in-7-graphics.html
[2] https://twitter.com/DailyBreadTO/status/1288429126513238017
[1] https://chase-canada.org/2020/08/06/media-release-public-health-organizations-calling-for-a-green-healthy-and-just-recovery/
[1] https://www.savvynewcanadians.com/odsp-benefit-payment-dates/#:~:text=The%20amount%20you%20receive%20varies,it%20goes%20up%20to%20%24969
[1] https://www.womenofinfluence.ca/2020/07/27/a-conversation-with-sane-dube-on-the-two-health-crises-facing-black-people-in-canada-covid-and-racism/?utm_source=Main
[1] https://twitter.com/AWayHomeCa/status/1291767281966555137
[1] http://www.asi-iea.ca/en/asi-2020/
[1] http://www.asi-iea.ca/fr/

Top URLs in Tweet in G8:
[24] https://www.justice.gov/usao-sdoh/pr/federal-grand-jury-indicts-hamilton-man-sexually-trafficking-exploiting-teen
[8] https://www.justice.gov/usao-sdoh/pr/spectro-scientific-agrees-pay-1m-settle-allegations-related-air-force-s-small-business
[8] https://www.justice.gov/usao-sdoh/pr/west-carrolton-man-sentenced-16-years-prison-receiving-images-sexual-abuse-children
[6] https://www.justice.gov/usao-sdoh/pr/maryland-man-sentenced-prison-cyberstalking-ohio-victims
[5] https://www.justice.gov/usao-sdoh/pr/dayton-area-drug-dealer-charged-murder
[5] https://www.justice.gov/usao-sdoh/pr/former-dayton-agency-director-sentenced-prison-accepted-cash-bribes
[4] https://www.justice.gov/usao-sdoh/pr/ohio-house-speaker-former-chair-ohio-republican-party-3-other-individuals-501c4-entity
[4] https://www.justice.gov/usao-sdoh/pr/fifteenth-person-charged-theft-ongoing-social-security-benefits-fraud-investigation
[3] https://www.justice.gov/usao-sdoh/pr/researcher-charged-illegally-using-us-grant-funds-develop-scientific-expertise-china
[2] https://www.justice.gov/usao-sdoh/pr/us-attorney-fbi-announce-charges-related-60-million-bribe-state-official-associates

Top URLs in Tweet in G9:
[1] http://behindthenumbers.ca/2020/08/04/covid-19-is-worsening-homelessness-and-insecure-housing-for-women/
[1] http://behindthenumbers.ca/2020/07/29/trudeau-government-should-spend-more-on-affordable-housing-and-homelessness/
[1] https://www.thinkupstream.ca/post/covid-19-is-inspiring-healthier-street-design-in-canadian-cities
[1] https://ottawacitizen.com/opinion/munter-and-dawe-mccord-children-are-bearing-the-brunt-of-covid-19/wcm/8c674470-95c5-42dc-80a2-c57ee50a110f/
[1] https://ottawacitizen.com/opinion/bierstone-and-levreault-lets-not-lose-sight-of-the-biggest-health-threat-climate-change/wcm/f2708ae0-3e07-47b4-ab13-746ac310fbeb/

Top URLs in Tweet in G10:
[3] https://www.buildhealthyplaces.org/whats-new/healthy-neighborhood-investments/
[2] https://blog.helloalice.com/patient-orator-kistein-monkhouse-founder-institute-healthcare/
[1] https://www.linkedin.com/posts/kinneil-coltman-dha-0a528a6_forall-atriumhealthproud-maskupnc-activity-6689167579497418752-Ru0R
[1] https://atriumhealth.org/about-us/newsroom/news/2020/06/atrium-health-launches-community-based-summer-food-programs-to-address-food-insecurity#.XyV1ZIHqnFI.twitter
[1] https://twitter.com/BrianCCastrucci/status/1291768012631085057
[1] https://www.himss.org/resources/closing-gaps-care-actionable-intelligence?utm_source=twitter&utm_medium=social&utm_campaign=equity_network
[1] https://www.himss.org/news/himss-and-pchalliance-submit-comments-response-fcc-5g-fund-rural-america
[1] https://www.mobihealthnews.com/news/depth-health-organizations-harness-power-technology-address-health-disparities-during-pandemic?utm_source=twitter&utm_medium=social&utm_campaign=equity_network
[1] https://www.himss.org/resources/global-health-disparities-infographic?utm_source=twitter&utm_medium=social&utm_campaign=equity_network&utm_content=infographic
[1] https://www.himss.org/resources/health-inequity-time-pandemic?utm_source=twitter&utm_medium=social&utm_campaign=equity_network&utm_content=health_inequity

Top Domains
Top Domains in Tweet in Entire Graph:
[285] twitter.com
[193] justice.gov
[40] statnews.com
[30] linkedin.com
[24] theguardian.com
[21] nytimes.com
[17] healthydebate.ca
[17] google.com
[16] healthaffairs.org
[15] healthcareitnews.com

Top Domains in Tweet in G1:
[65] twitter.com
[8] google.com
[4] heartofgoldcomic.com
[4] youtube.com
[2] ficbook.net
[2] yandere-simulator.com
[2] smarturl.it
[2] co.uk
[2] scottgames.com
[2] lnk.to

Top Domains in Tweet in G2:
[16] healthydebate.ca
[8] theguardian.com
[7] thestar.com
[7] theglobeandmail.com
[6] cbc.ca
[6] twitter.com
[3] thecanadianfacts.org
[3] canadianscholars.ca
[2] nytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[30] twitter.com
[10] healthaffairs.org
[7] linkedin.com
[6] nytimes.com
[6] washingtonpost.com
[6] chcs.org
[3] fiercehealthcare.com
[3] journalofclinicalpathways.com
[3] politico.com
[3] aphapublications.org

Top Domains in Tweet in G4:
[43] justice.gov
[34] twitter.com
[9] linkedin.com
[8] healthcareitnews.com
[5] google.com
[5] himss.org
[2] progenyhealth.com
[2] healthblawg.com
[2] sagepub.com
[2] meetup.com

Top Domains in Tweet in G5:
[1] justice.gov

Top Domains in Tweet in G6:
[7] twitter.com
[6] socialempact.com
[5] sdoheducation.org
[4] patientengagementhit.com
[2] bit.ly
[2] nejm.org
[1] springer.com
[1] healthaffairs.org
[1] washingtonpost.com
[1] usnews.com

Top Domains in Tweet in G7:
[12] twitter.com
[4] mailchi.mp
[3] asi-iea.ca
[3] ehrintelligence.com
[2] thestar.com
[2] cbc.ca
[1] chase-canada.org
[1] savvynewcanadians.com
[1] womenofinfluence.ca
[1] ted.com

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

Top Domains in Tweet in G9:
[2] behindthenumbers.ca
[2] ottawacitizen.com
[1] thinkupstream.ca

Top Domains in Tweet in G10:
[4] twitter.com
[4] himss.org
[3] buildhealthyplaces.org
[2] helloalice.com
[2] dy.si
[2] amazon.com
[1] linkedin.com
[1] atriumhealth.org
[1] mobihealthnews.com
[1] uniteus.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1276] sdoh
[424] covid19
[148] healthequity
[94] publichealth
[85] healthcare
[54] housing
[54] pdoh
[53] homelessness
[52] medtwitter
[49] health



Top Hashtags in Tweet in G1:
[16] faceyourlandscape
[15] warriorcats
[10] tomriddle
[7] oc
[7] wcotw
[6] naruto
[4] haikyuu
[4] originalcharacter
[4] fanart
[4] heartofgoldcomic

Top Hashtags in Tweet in G2:
[88] covid19
[56] sdoh
[22] dementia
[9] racism
[9] healthequity
[8] homelessness
[7] cdnhealth
[7] housing
[6] poverty
[6] genderequality

Top Hashtags in Tweet in G3:
[183] sdoh
[46] pdoh
[32] covid19
[28] healthequity
[25] interdependence
[19] medicaid
[10] publichealth
[10] hiap
[7] healthnotjusthealthcare
[6] behavioralhealth

Top Hashtags in Tweet in G4:
[127] sdoh
[19] healthequity
[19] covid19
[17] healthcare
[9] health
[6] socialdeterminantsofhealth
[6] telehealth
[5] digitalhealth
[5] publichealth
[5] equity

Top Hashtags in Tweet in G6:
[52] sdoh
[43] hpjc
[38] homelessness
[37] housing
[32] medtwitter
[25] meded
[14] covid19
[14] healthpolicy
[9] publichealth
[9] distancelearning

Top Hashtags in Tweet in G7:
[39] sdoh
[19] covid19
[18] asi2020
[10] mentalhealth
[9] healthequity
[9] equity
[8] publichealth
[8] covid__19
[6] sdh
[4] youthmentalhealth

Top Hashtags in Tweet in G8:
[5] fbi
[2] breakingnews

Top Hashtags in Tweet in G9:
[31] sdoh
[26] topoli
[25] covid19
[6] ottawa
[3] cdnpoli
[1] canfem
[1] kidscomefirst
[1] onpoli
[1] ottnews
[1] cdnhealth

Top Hashtags in Tweet in G10:
[29] sdoh
[17] covid19
[12] healthequity
[12] healthcare
[3] pophealthit
[3] newyork
[3] fiworldwide
[3] documentary
[3] healthtech
[2] atriumhealthproud

Top Words
Top Words in Tweet in Entire Graph:
[1241] #sdoh
[996] health
[424] #covid19
[410] mandarin_sdoh
[394] federal
[382] ðµð
[369] ðµñ
[366] social
[328] sdoh
[325] more

Top Words in Tweet in G1:
[395] mandarin_sdoh
[332] ðµð
[289] ðµñ
[235] ðµ
[226] ðºð
[186] я
[166] ðžð
[150] ñœ
[149] и
[144] не

Top Words in Tweet in G2:
[236] picardonhealth
[111] city
[88] #covid19
[68] 15
[68] minutes
[67] building
[67] better
[67] takes
[67] core
[67] idea

Top Words in Tweet in G3:
[185] #sdoh
[172] health
[77] brianrahmer
[54] social
[46] #pdoh
[44] care
[32] #covid19
[31] one
[30] between
[28] #healthequity

Top Words in Tweet in G4:
[127] #sdoh
[91] health
[56] sdoh
[39] social
[24] determinants
[20] ðµñ
[19] care
[19] #healthequity
[19] #covid19
[17] #healthcare

Top Words in Tweet in G5:
[324] federal
[162] grand
[162] jury
[162] indicted
[162] ohio
[162] speaker
[162] house
[162] racketeering
[162] conspiracy
[162] involving

Top Words in Tweet in G6:
[65] hpjournalclub
[58] health
[52] #sdoh
[43] #hpjc
[38] #homelessness
[38] housing
[37] #housing
[32] #medtwitter
[27] kellymdoran
[25] #meded

Top Words in Tweet in G7:
[39] #sdoh
[23] more
[21] food
[20] health
[20] many
[19] #covid19
[18] #asi2020
[14] home
[14] asi_hsc
[13] work

Top Words in Tweet in G8:
[85] sdohnews
[50] man
[45] federal
[33] trafficking
[33] guilty
[32] pleads
[31] grand
[31] jury
[31] indicts
[30] years

Top Words in Tweet in G9:
[57] covid
[38] nicholas_falvo
[36] homelessness
[36] housing
[34] ccpa
[31] 19
[31] #sdoh
[26] toronto
[26] cases
[26] highly

Top Words in Tweet in G10:
[53] health
[29] #sdoh
[20] food
[19] community
[17] #covid19
[17] care
[17] address
[17] himss
[15] rasushrestha
[12] heard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[203] grand,jury
[201] federal,grand
[192] social,determinants
[190] determinants,health
[187] covid,19
[178] racketeering,conspiracy
[173] conspiracy,involving
[168] federal,racketeering
[164] speaker,house
[163] ohio,speaker

Top Word Pairs in Tweet in G1:
[52] ðµñ,ñœ
[47] ðµð,ðµð
[44] ðµñ,ðµð
[40] ðžð,ðžð
[39] ðµ,ðµð
[37] ðµð,ðµñ
[37] ðµñ,ðµñ
[32] ðµñ,ðºð
[31] ðºð,ðº
[31] ðµ,ðµ

Top Word Pairs in Tweet in G2:
[68] 15,minutes
[67] building,better
[67] better,city
[67] city,takes
[67] takes,15
[67] minutes,core
[67] core,idea
[67] idea,simple
[67] simple,everyone
[67] everyone,meet

Top Word Pairs in Tweet in G3:
[39] #pdoh,#sdoh
[28] health,care
[24] social,determinants
[22] one,third
[19] third,renters
[18] estimated,27
[18] 27,adults
[18] adults,missed
[18] missed,rent
[18] rent,mortgage

Top Word Pairs in Tweet in G4:
[23] social,determinants
[22] determinants,health
[11] health,#sdoh
[8] health,sdoh
[8] usao,sdoh
[8] sdoh,department
[8] department,justice
[8] reading,hospital
[8] hospital,extracts
[8] extracts,powerful

Top Word Pairs in Tweet in G5:
[162] federal,grand
[162] grand,jury
[162] jury,indicted
[162] indicted,ohio
[162] ohio,speaker
[162] speaker,house
[162] house,federal
[162] federal,racketeering
[162] racketeering,conspiracy
[162] conspiracy,involving

Top Word Pairs in Tweet in G6:
[28] #hpjc,#medtwitter
[21] #housing,#homelessness
[20] weâ,ll
[19] 9pm,weâ
[18] #medtwitter,#meded
[17] tonight,9pm
[15] ll,discussing
[15] discussing,two
[15] two,articles
[15] articles,#housing

Top Word Pairs in Tweet in G7:
[11] policy,forum
[10] fits,many
[10] many,reports
[10] reports,food
[10] food,insecurity
[10] insecurity,due
[10] due,#covid19
[10] #covid19,massive
[10] massive,issue
[10] issue,precarious

Top Word Pairs in Tweet in G8:
[32] pleads,guilty
[31] grand,jury
[31] jury,indicts
[29] federal,grand
[26] sexually,trafficking
[26] trafficking,exploiting
[25] indicts,hamilton
[25] hamilton,man
[25] man,sexually
[25] exploiting,teen

Top Word Pairs in Tweet in G9:
[31] covid,19
[26] toronto,covid
[26] covid,cases
[26] cases,highly
[26] highly,correlated
[26] correlated,income
[26] income,race
[26] race,#sdoh
[26] #sdoh,#topoli
[25] nicholas_falvo,toronto

Top Word Pairs in Tweet in G10:
[13] health,care
[10] care,atrium
[10] atrium,health
[10] health,launches
[10] launches,community
[10] community,based
[10] based,summer
[10] summer,food
[10] food,programs
[10] programs,address

Top Replied-To
Top Replied-To in Entire Graph:
@mandarin_sdoh
@apelsin_voskres
@crazy_huezy
@alkozhaba
@ultimate_puddle
@just_intro
@anchoysshelter
@spasiboputiny01
@poshel_nawhoi

Top Replied-To in G1:
@mandarin_sdoh
@apelsin_voskres
@crazy_huezy
@ultimate_puddle
@alkozhaba
@just_intro
@anchoysshelter
@spasiboputiny01
@poshel_nawhoi

Top Replied-To in G2:
@jheighton3
@sarahkbingler
@gary_bloch
@healthydebate
@weaverworks

Top Replied-To in G3:
@andrew_andersn
@wellcare_health
@rheaboydmd
@larrymcneely1
@nehaorg
@proflwiley
@policycandy
@matthewleemph
@prof_goldberg

Top Replied-To in G6:
@hpjournalclub
@bonniemohan
@medhumchat
@alterdoctor
@laurenmazzurco
@gbosslet
@carlberdahl
@openacademics
@bealerreilly

Top Replied-To in G7:
@ichssautsc
@nlsmith99
@awayhomeca

Top Replied-To in G10:
@rasushrestha
@choo_ek

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@crewcrew
@mandarin_sdoh
@sdohnews
@brianrahmer
@hpjournalclub
@nimhd
@nicholas_falvo
@ilonakickbusch
@alkozhaba

Top Mentioned in G1:
@mandarin_sdoh
@alkozhaba
@apelsin_voskres
@crazy_huezy
@ultimate_puddle
@possumeveryhour
@archillect
@eggboypriestman
@temraris
@heartloafs

Top Mentioned in G2:
@picardonhealth
@topu
@healthydebate
@gary_bloch
@amshealthcare
@guardian
@globeandmail
@leilanifarha

Top Mentioned in G3:
@brianrahmer
@health_affairs
@health4texas
@spidermaani
@vkatikireddi
@pm_alberti
@elenamarks
@nationshealth
@lcph_apha
@chcshealth

Top Mentioned in G4:
@progenyhealth
@joncwarner
@versasuiteehr
@arshallow
@mpetersen_md

Top Mentioned in G5:
@crewcrew

Top Mentioned in G6:
@hpjournalclub
@kellymdoran
@bonniemohan
@bxconsortium
@amermedicalassn
@nu_nceas
@health2047
@cmsgov
@lizsamuels
@shaw_natsui

Top Mentioned in G7:
@asi_hsc
@andrewdpinto
@nccdh_ccnds
@kimperrotta57
@d_oickle
@allianceon
@idahohde
@hello_sane
@jyangstar
@auntbertha

Top Mentioned in G8:
@sdohnews
@fbicincinnati
@stephaniefishm4
@avery1776
@usattydevillers

Top Mentioned in G9:
@nicholas_falvo
@ccpa
@alexmunter
@civicplan
@upstreamaction
@cheo
@uottawamed
@picardonhealth
@wnhhnetwork

Top Mentioned in G10:
@himss
@rasushrestha
@kisteinm
@helloalice
@patientorator
@valumadelynn
@jacobr
@founding
@drjessisommdmph
@marammph

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@kat4obama
@chidambara09
@cybersec_feeds
@evankirstel
@b1e56df9ce6549f
@netminnow
@rosenchild
@asher_wolf
@metaquest

Top Tweeters in G1:
@_jeanius_
@archillect
@iggykoopa666
@sanbeatrice
@florensunstone
@lesh_ik
@chukishima
@hyenasandgin
@captaingalxy
@nikud0ns

Top Tweeters in G2:
@guardian
@frecklesxx20
@globeandmail
@fj_newman
@hopealdridge
@torontostar
@thesandlings
@john68richmond
@annaanthro
@macharoesink

Top Tweeters in G3:
@b1e56df9ce6549f
@netminnow
@nytimes
@overunderclover
@ancientbob
@politico
@lkafle
@saludhealthinfo
@forbes
@joke2power

Top Tweeters in G4:
@suriyasubraman
@420hotdogs
@t30p
@albertan48
@zlabiz
@ohcircuitrider
@ramblerru
@jds44894884
@asehawks
@swflsexcrimes

Top Tweeters in G5:
@richrake
@zardoz420wpn
@hollaka_hollala
@vmbritsch
@ballerinax
@sandykalano
@realdavidcarter
@masky_jay_hoody
@sammysettanni
@vcoon53

Top Tweeters in G6:
@monitor_ph
@mnitabach
@mededbot
@aslavitt
@amermedicalassn
@iddocadi
@nejm
@drshannacombs
@380apc
@cmsgov

Top Tweeters in G7:
@cmusician
@wouldstaley93
@nlsmith99
@mentalhretweet
@ur_greens
@corr_mc
@nahanni_
@johntory
@tedtalks
@metromorning

Top Tweeters in G8:
@rentonmagauk
@asmith702
@carrybeyond
@gracerohlf
@lawdawgseven
@anonssynonymous
@ushadrons
@crafternut
@beverlytwigg
@stephaniefishm4

Top Tweeters in G9:
@debeauxos1
@ksp_libs
@natricer
@forgerat
@greenurlifenow
@ryannaevans
@toronto_bot
@stpstservices
@geoffkerson
@likeitsays

Top Tweeters in G10:
@evankirstel
@rosenchild
@hubbucket
@ricardo_ik_ahau
@npr
@shereesepubhlth
@joebabaian
@rasushrestha
@dphillips2112
@kevinmd


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