DrHowardLiu, Twitter, 10/21/2020 1:30:20 AM, 238361


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DrHowardLiu_2020-10-20_18-03-10.xlsx
DrHowardLiu_2020-10-20_18-03-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3jeQEgA
@drhowardliu
@epflcswccm
@drjessigold
@drvantilburg
@do_kinder
@patrickdoyle_35
@closler
@mlgg2
@arghavan_salles
@bethfratesmd

Top hashtags:
#worldmentalhealthday
#mentalhealth
#aacapam20
#covid19
#heforshe
#admsepfall20

Description:
Description
The graph represents a network of 1,891 Twitter users whose tweets in the requested range contained "DrHowardLiu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 01:05 UTC.

The requested start date was Wednesday, 21 October 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 Wednesday, 07 October 2020 at 00:21 UTC to Tuesday, 20 October 2020 at 23:56 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 : 1891
Unique Edges : 6124
Edges With Duplicates : 14544
Total Edges : 20668
Number of Edge Types : 5
Mentions : 12950
Replies to : 1201
Retweet : 1223
MentionsInRetweet : 5034
Tweet : 260
Self-Loops : 303
Reciprocated Vertex Pair Ratio : 0.117390249818094
Reciprocated Edge Ratio : 0.210115042326894
Connected Components : 33
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1841
Maximum Edges in a Connected Component : 20621
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.838781
Graph Density : 0.00257807100747344
Modularity : 0.272851
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,891 Twitter users whose tweets in the requested range contained "DrHowardLiu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 01:05 UTC.

The requested start date was Wednesday, 21 October 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 Wednesday, 07 October 2020 at 00:21 UTC to Tuesday, 20 October 2020 at 23:56 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 : DrHowardLiu
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:
[18] https://jamanetwork.com/journals/jama/fullarticle/2771763?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=101520#.X4gzcrl2WzM.twitter
[8] https://www.psychiatrictimes.com/view/mental-health-disparities-among-black-americans-during-covid-19-pandemic
[8] https://twitter.com/drhowardliu/status/1317435195256164352
[7] https://twitter.com/DrHowardLiu/status/1317435195256164352
[7] https://www.1011now.com/2020/10/15/cdc-nearly-40-percent-increase-in-mental-health-concerns-during-pandemic-local-resources-to-help/
[6] https://www.benefitspro.com/2020/10/12/covid-sparks-employer-focus-on-integrated-care-model/?cmp=share_twitter
[6] https://www.linkedin.com/groups/4172177/
[6] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2772135
[5] https://www.politico.com/news/2020/10/16/pandemic-states-virus-rebound-429753
[4] https://www.kff.org/policy-watch/protecting-people-with-pre-existing-conditions-isnt-as-easy-as-it-seems/

Top URLs in Tweet in G1:
[3] https://twitter.com/unmcinclusion/status/1316214775840464896
[3] https://twitter.com/DrHowardLiu/status/1317435195256164352
[2] https://twitter.com/palomareinosomd/status/1314952620382052352
[2] https://twitter.com/KazJNelson/status/1318231452048293897
[2] https://twitter.com/drhowardliu/status/1318179035978018816
[2] https://twitter.com/drliat1/status/1314331719550590981
[2] https://twitter.com/drhowardliu/status/1256924559762128899
[2] https://twitter.com/drliat1/status/1316471419082022913
[2] https://www.unmc.edu/news.cfm?match=26378&pk_campaign=email&pk_kwd=BHECN_names_award_recipients_in_six_Nebraska_counties
[2] https://twitter.com/DrHowardLiu/status/1316951740823052292

Top URLs in Tweet in G2:
[3] https://www.dailymail.co.uk/health/article-8791297/More-4-000-New-York-children-lost-parent-coronavirus-report-finds.html
[2] https://podcasts.apple.com/us/podcast/in-the-ladies-room-with-dr-donnica/id1330779402?i=1000492325281
[2] https://www.kff.org/policy-watch/protecting-people-with-pre-existing-conditions-isnt-as-easy-as-it-seems/
[2] https://twitter.com/DrHowardLiu/status/1314517706025177088
[1] https://twitter.com/i/web/status/1318695898877169666
[1] https://podcasts.apple.com/us/podcast/77-jennifer-ashton-m-d-living-beyond-suicide-loss/id1330779402?i=1000439426066
[1] https://podcasts.apple.com/us/podcast/50-laura-marshall-suicide-from-a-very-personal-perspective/id1330779402?i=1000414693745
[1] https://podcasts.apple.com/us/podcast/in-the-ladies-room-with-dr-donnica/id1330779402
[1] https://podcasts.apple.com/us/podcast/in-the-ladies-room-with-dr-donnica/id1330779402?i=1000485791081
[1] https://www.politico.com/news/2020/10/16/pandemic-states-virus-rebound-429753

Top URLs in Tweet in G3:
[17] https://jamanetwork.com/journals/jama/fullarticle/2771763?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=101520#.X4gzcrl2WzM.twitter
[7] https://www.psychiatrictimes.com/view/mental-health-disparities-among-black-americans-during-covid-19-pandemic
[6] https://www.benefitspro.com/2020/10/12/covid-sparks-employer-focus-on-integrated-care-model/?cmp=share_twitter
[5] https://www.1011now.com/2020/10/15/cdc-nearly-40-percent-increase-in-mental-health-concerns-during-pandemic-local-resources-to-help/
[5] https://www.linkedin.com/groups/4172177/
[5] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2772135
[4] https://khn.org/news/seniors-resilience-pandemic-trauma-wellness-wisdom-experience/
[4] https://www.politico.com/news/2020/10/16/pandemic-states-virus-rebound-429753
[3] https://kstp.com/health/free-mental-health-guidance-helping-families-in-pandemic/5898565/#.X41yhr-0WfA.twitter
[3] https://www.who.int/news-room/detail/05-10-2020-covid-19-disrupting-mental-health-services-in-most-countries-who-survey#.X3uR8eeOxhI.twitter

Top URLs in Tweet in G4:
[2] https://closler.org/lifelong-learning-in-clinical-excellence/advising-parents-on-a-safe-halloween
[1] https://twitter.com/i/web/status/1318702557997330432
[1] https://closler.org/lifelong-learning-in-clinical-excellence/closler-together
[1] https://twitter.com/i/web/status/1318657589165449216
[1] https://closler.org/connecting-with-patients/using-non-judgmental-language
[1] https://closler.org/connecting-with-patients/3-tips-to-improve-your-body-language
[1] https://closler.org/connecting-with-patients/how-to-talk-about-your-patients-electronic-communication
[1] https://closler.org/connecting-with-patients/its-world-mental-health-week-how-do-you-support-your-patients-mental-health
[1] https://closler.org/lifelong-learning-in-clinical-excellence/yoga-is-good-medicine
[1] https://twitter.com/i/web/status/1318682148510011393

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1318693926124048386
[1] https://twitter.com/i/web/status/1318585722450968576
[1] https://twitter.com/neurosciencenew/status/1313186065138831361
[1] https://twitter.com/i/web/status/1318669309787463681
[1] https://twitter.com/i/web/status/1318668120211349504
[1] https://twitter.com/i/web/status/1318652271656394752
[1] https://twitter.com/i/web/status/1318664932011880448
[1] https://twitter.com/drhowardliu/status/1316951740823052292
[1] https://twitter.com/drhowardliu/status/1315992057819860995
[1] https://twitter.com/drhowardliu/status/1315994440276807682

Top URLs in Tweet in G7:
[1] https://twitter.com/victorpsanchez/status/1313974311787663362
[1] https://howrightnow.org/?utm_source=Partners&utm_medium=ads&utm_campaign=DayofAction&utm_content=English
[1] https://www.dropbox.com/s/wgjkledqqb7rsor/hrn
[1] pre
[1] coping
[1] twitter.gif?dl=0
[1] https://twitter.com/NationalCouncil/status/1316761676012814344
[1] https://twitter.com/jkwan_md/status/1313328317718843394
[1] https://twitter.com/i/web/status/1316834504556908547

Top URLs in Tweet in G8:
[1] https://twitter.com/drhowardliu/status/1316826158919380992
[1] https://twitter.com/drhowardliu/status/1314638728753672192
[1] https://twitter.com/DrHowardLiu/status/1316826158919380992

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1316564108649598983

Top URLs in Tweet in G10:
[2] https://twitter.com/drhowardliu/status/1317435195256164352
[2] https://twitter.com/DrHowardLiu/status/1317435195256164352
[1] https://twitter.com/drhowardliu/status/1314166192492490752
[1] https://twitter.com/drhowardliu/status/1314517706025177088
[1] https://twitter.com/drhowardliu/status/1314905033587200000
[1] https://twitter.com/DrHowardLiu/status/1315405568555835393
[1] https://twitter.com/DrHowardLiu/status/1315807232525774848
[1] https://twitter.com/drhowardliu/status/1317076251782369281
[1] https://twitter.com/drhowardliu/status/1313842177634635779
[1] https://twitter.com/drhowardliu/status/1315992057819860995

Top Domains
Top Domains in Tweet in Entire Graph:
[461] twitter.com
[26] jamanetwork.com
[22] cnn.com
[10] nytimes.com
[8] closler.org
[8] psychiatrictimes.com
[7] 1011now.com
[7] youtube.com
[6] apple.com
[6] benefitspro.com

Top Domains in Tweet in G1:
[335] twitter.com
[21] cnn.com
[9] nytimes.com
[4] unmc.edu
[1] espn.com
[1] bmj.com
[1] thisibelieve.org
[1] midwestbooksellers.org
[1] thefamilydinnerproject.org
[1] childhealthdata.org

Top Domains in Tweet in G2:
[33] twitter.com
[6] apple.com
[4] youtube.com
[3] co.uk
[2] kff.org
[1] politico.com
[1] jamanetwork.com
[1] nytimes.com
[1] mymodernmet.com
[1] insidehighered.com

Top Domains in Tweet in G3:
[28] twitter.com
[22] jamanetwork.com
[7] psychiatrictimes.com
[6] benefitspro.com
[5] 1011now.com
[5] linkedin.com
[5] khn.org
[4] npr.org
[4] politico.com
[3] kstp.com

Top Domains in Tweet in G4:
[13] twitter.com
[8] closler.org
[1] biomedcentral.com
[1] healthaffairs.org
[1] deadspin.com
[1] athletic.net
[1] nature.com

Top Domains in Tweet in G5:
[11] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] howrightnow.org
[1] dropbox.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[15] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] worldmentalhealthday
[48] mentalhealth
[47] aacapam20
[37] covid19
[36] heforshe
[32] admsepfall20
[28] wimstrongertogether
[25] medtwitter
[21] stopsuicide
[21] beheretomorrow



Top Hashtags in Tweet in G1:
[47] aacapam20
[37] worldmentalhealthday
[32] admsepfall20
[31] mentalhealth
[30] heforshe
[17] wimstrongertogether
[14] psychtwitter
[14] covid19
[12] medtwitter
[12] gbbo

Top Hashtags in Tweet in G2:
[9] intheladiesroom
[6] medtwitter
[6] pandemic
[5] racism
[4] suicideawareness
[4] suicide
[4] mentalhealth
[4] wimstrongertogether
[3] accwic
[3] heforshe

Top Hashtags in Tweet in G3:
[25] worldmentalhealthday
[18] stopsuicide
[18] beheretomorrow
[17] weightliftingismytherapy
[12] wholistichealth
[10] mentalhealth
[10] sdomh
[10] covid19
[7] kids
[7] healthequity

Top Hashtags in Tweet in G4:
[6] worldmentalhealthday
[5] worldfoodweek
[5] worldfoodmonth
[5] worldfoodday2020
[4] medtwitter
[2] rt
[1] bodylanguage
[1] burnout
[1] trauma
[1] nationalcomingoutday

Top Hashtags in Tweet in G5:
[2] medtwitter
[1] neuroscience
[1] dogs
[1] patients
[1] physicians
[1] amersa2020
[1] teen
[1] noschoolwednesday

Top Hashtags in Tweet in G6:
[1] izzykalman
[1] earth
[1] nobullying
[1] societies
[1] bullying
[1] society
[1] ladakh

Top Hashtags in Tweet in G7:
[6] covid19
[2] mentalhealth
[2] howrightnow
[1] mentallhealthawareness

Top Hashtags in Tweet in G8:
[7] wimstrongertogether
[2] hertimeisnow
[2] embracementojointhemovement
[2] heforshe
[1] zoomcreep
[1] worklifebalance
[1] pandemiclife
[1] blm
[1] genderequity
[1] maleallies

Top Hashtags in Tweet in G10:
[1] aapcocp
[1] natureandchildhealth
[1] covid19
[1] trumpcovid

Top Words
Top Words in Tweet in Entire Graph:
[1801] drhowardliu
[340] drjessigold
[288] drvantilburg
[269] arghavan_salles
[253] boggildlab
[232] health
[232] virusesimmunity
[232] jenheemstra
[202] ktamirisamd
[201] alvie_barr

Top Words in Tweet in G1:
[1071] drhowardliu
[222] jenheemstra
[219] virusesimmunity
[212] arghavan_salles
[188] drjessigold
[185] drlondonotobon
[155] rubraveenough
[141] bartandrews
[128] cadiulus
[127] drdanielgih

Top Words in Tweet in G2:
[314] drhowardliu
[247] boggildlab
[199] ktamirisamd
[194] drvantilburg
[190] drdonnica
[184] alvie_barr
[180] zhealaqayyum
[178] docbasia
[177] halletjulie
[176] openacademics

Top Words in Tweet in G3:
[165] drhowardliu
[79] health
[73] judgewren
[68] epflcswccm
[52] mental
[51] 1of2vics
[36] covid
[35] related
[31] suicide
[30] cgibhs

Top Words in Tweet in G4:
[96] drhowardliu
[72] closler
[68] drjessigold
[54] chasetmanderson
[30] amybarnhorst
[26] jack_turban
[24] cjstreed
[23] tylerblack32
[20] drzackaryberger
[20] being

Top Words in Tweet in G5:
[48] drhowardliu
[27] arghavan_salles
[22] somedocs
[20] drcorriel
[20] jillgrimesmd
[20] drjengunter
[19] pedsmamadoc
[19] drcswilliam
[19] doctorwes
[19] leahhoustonmd

Top Words in Tweet in G6:
[3] amyoxentenkomd
[3] amwadoctors
[2] sherylheron
[2] gradydoctor
[2] timcunninghamrn
[2] desousanancy
[2] stansonu
[2] amyychenmd1
[2] chrisho_md
[2] busseyjada

Top Words in Tweet in G7:
[12] drhowardliu
[8] jkwan_md
[7] melissamaras
[6] terrific
[6] way
[6] visualize
[6] #covid19
[6] risk
[6] reduction
[6] iâ

Top Words in Tweet in G8:
[17] drhowardliu
[14] shikhajainmd
[10] wimsummit
[10] hpb_txp_surg
[10] tomvarghesejr
[9] lauriebaedke
[8] tmprowell
[7] #wimstrongertogether
[7] juliesilvermd
[7] narjustdumamd

Top Words in Tweet in G9:
[7] drhowardliu
[4] grand_epic
[4] shoe_sticky
[4] nataliexdean
[4] gidmk
[4] chefjoseandres
[4] drrobdavidson
[4] mmamas1973
[4] craig_a_spencer
[4] erictopol

Top Words in Tweet in G10:
[2] suicide

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[178] zhealaqayyum,halletjulie
[177] alvie_barr,openacademics
[177] openacademics,zhealaqayyum
[163] halletjulie,drkhan_do
[150] drkhan_do,nawazfaisal_ai
[147] mental,health
[139] virusesimmunity,jenheemstra
[136] nawazfaisal_ai,cblevinems
[132] boggildlab,alvie_barr
[112] cblevinems,unl1meded

Top Word Pairs in Tweet in G1:
[138] virusesimmunity,jenheemstra
[93] jenheemstra,cadiulus
[90] drlondonotobon,lindanguyenmd
[90] lindanguyenmd,drcorriel
[84] mental,health
[78] drcorriel,bryanwempen
[78] merrylindseyphd,ashleywysongmd
[74] drhowardliu,virusesimmunity
[74] arghavan_salles,drlondonotobon
[72] michellecardel,merrylindseyphd

Top Word Pairs in Tweet in G2:
[177] zhealaqayyum,halletjulie
[176] alvie_barr,openacademics
[176] openacademics,zhealaqayyum
[162] halletjulie,drkhan_do
[149] drkhan_do,nawazfaisal_ai
[135] nawazfaisal_ai,cblevinems
[131] boggildlab,alvie_barr
[111] cblevinems,unl1meded
[104] cardiacpa1,fitmslax
[78] drvantilburg,ankurkalramd

Top Word Pairs in Tweet in G3:
[50] mental,health
[33] judgewren,drhowardliu
[29] covid,19
[28] dramandamcgough,judgewren
[22] epflcswccm,mental
[18] #stopsuicide,#beheretomorrow
[17] health,disorders
[17] disorders,related
[17] related,covid
[17] 19,related

Top Word Pairs in Tweet in G4:
[29] closler,drhowardliu
[18] chandan_khandai,amybarnhorst
[17] drjessigold,poojalakshmin
[17] poojalakshmin,chandan_khandai
[17] amybarnhorst,kazjnelson
[17] kazjnelson,kdc_md
[17] kdc_md,drayanajordan
[17] chasetmanderson,doctor_nichelle
[17] doctor_nichelle,drsherrypagoto
[17] drhowardliu,drewramseymd

Top Word Pairs in Tweet in G5:
[19] doctorwes,leahhoustonmd
[19] leahhoustonmd,silverdalepeds
[18] drchristinal,drcswilliam
[16] pedsmamadoc,drchristinal
[16] drcswilliam,mass_marion
[16] mass_marion,doctorwes
[14] somedocs,arghavan_salles
[14] arghavan_salles,dronibee
[14] dronibee,erdocmaria
[14] lamsalebanon1,drhowardliu

Top Word Pairs in Tweet in G6:
[2] sherylheron,gradydoctor
[2] gradydoctor,timcunninghamrn
[2] timcunninghamrn,desousanancy
[2] desousanancy,stansonu
[2] stansonu,amyychenmd1
[2] amyychenmd1,chrisho_md
[2] chrisho_md,busseyjada
[2] busseyjada,brainbanker
[2] juliesilvermd,amwadoctors
[2] amwadoctors,elamprogram

Top Word Pairs in Tweet in G7:
[6] terrific,way
[6] way,visualize
[6] visualize,#covid19
[6] #covid19,risk
[6] risk,reduction
[6] reduction,jkwan_md
[6] jkwan_md,iâ
[6] iâ,going
[6] going,use
[6] use,conversation

Top Word Pairs in Tweet in G8:
[6] shikhajainmd,juliesilvermd
[6] juliesilvermd,tomvarghesejr
[6] tomvarghesejr,hpb_txp_surg
[6] hpb_txp_surg,stephenvliu
[6] stephenvliu,drhowardliu
[6] drhowardliu,narjustdumamd
[6] narjustdumamd,mknoll_md
[6] mknoll_md,reshmajagsi
[6] reshmajagsi,uche_blackstock
[5] drhowardliu,lauriebaedke

Top Word Pairs in Tweet in G9:
[4] grand_epic,shoe_sticky
[4] chefjoseandres,drrobdavidson
[4] drrobdavidson,mmamas1973
[4] mmamas1973,craig_a_spencer
[4] craig_a_spencer,erictopol
[4] erictopol,droz
[4] droz,drericding
[4] drericding,dearpandemic
[4] dearpandemic,drhowardliu
[3] nataliexdean,virusesimmunity

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@drvantilburg
@jack_turban
@boggildlab
@arghavan_salles
@drdonnica
@rubraveenough
@hardasshelen
@closler
@opsafeintl

Top Replied-To in G1:
@drhowardliu
@rubraveenough
@hardasshelen
@arghavan_salles
@sastrongmd
@drjessigold
@drlondonotobon
@alaa_elnajjar
@drdanielgih
@mylankohler

Top Replied-To in G2:
@drhowardliu
@drvantilburg
@boggildlab
@drdonnica
@ktamirisamd
@docbasia
@qaalihussein1
@robincogan
@wordfinga
@opsafeintl

Top Replied-To in G3:
@jack_turban
@opsafeintl
@drhowardliu
@jamesrachal3
@julietisthesun
@judgewren
@1of2vics
@ujjram
@epflcswccm
@ayesha_mian1

Top Replied-To in G4:
@closler
@jack_turban
@tylerblack32
@psychunseen
@drhowardliu
@drjessigold
@peterdkramer
@stankutcher
@davidkopaczmd
@mslunlimited

Top Replied-To in G5:
@alvie_barr
@pedsmamadoc
@drcorriel
@drhowardliu
@rblockmd
@lamsalebanon1
@rulaelhalabi
@monicacoronelmd
@unmcinclusion
@suburbanbella

Top Replied-To in G6:
@sherylheron
@juliesilvermd

Top Replied-To in G7:
@drhowardliu
@celliottability

Top Replied-To in G8:
@tmprowell
@shikhajainmd
@arghavan_salles

Top Replied-To in G9:
@grand_epic
@drhowardliu
@apex_pl
@chefjoseandres

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@drjessigold
@drvantilburg
@arghavan_salles
@virusesimmunity
@boggildlab
@jenheemstra
@zhealaqayyum
@alvie_barr
@ktamirisamd

Top Mentioned in G1:
@drhowardliu
@jenheemstra
@virusesimmunity
@arghavan_salles
@drjessigold
@drlondonotobon
@bartandrews
@rubraveenough
@cadiulus
@gcsmd

Top Mentioned in G2:
@drhowardliu
@boggildlab
@alvie_barr
@zhealaqayyum
@ktamirisamd
@halletjulie
@openacademics
@drdonnica
@drkhan_do
@drvantilburg

Top Mentioned in G3:
@drhowardliu
@judgewren
@epflcswccm
@1of2vics
@cgibhs
@robincogan
@dramandamcgough
@mdsantopietro
@meganranney
@nicolenugentphd

Top Mentioned in G4:
@drhowardliu
@drjessigold
@chasetmanderson
@closler
@amybarnhorst
@cjstreed
@drzackaryberger
@koenigadam
@poojalakshmin
@chandan_khandai

Top Mentioned in G5:
@drhowardliu
@arghavan_salles
@somedocs
@jillgrimesmd
@drjengunter
@drcswilliam
@doctorwes
@leahhoustonmd
@silverdalepeds
@gretchenlasalle

Top Mentioned in G6:
@amyoxentenkomd
@amwadoctors
@gradydoctor
@timcunninghamrn
@desousanancy
@stansonu
@amyychenmd1
@chrisho_md
@busseyjada
@brainbanker

Top Mentioned in G7:
@drhowardliu
@jkwan_md
@melissamaras
@ujjram
@caselorg
@trevorproject
@nationalcouncil
@supriyakelkar_
@lydiaykang
@arghavan_salles

Top Mentioned in G8:
@drhowardliu
@wimsummit
@hpb_txp_surg
@tomvarghesejr
@lauriebaedke
@shikhajainmd
@juliesilvermd
@narjustdumamd
@stephenvliu
@mknoll_md

Top Mentioned in G9:
@drhowardliu
@shoe_sticky
@nataliexdean
@gidmk
@drrobdavidson
@mmamas1973
@craig_a_spencer
@erictopol
@droz
@drericding

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@threadreaderapp
@femtech_
@kimvie
@jodotcom
@njdoc
@dr_otorongo
@cultiv8hope
@leftnotright
@nytimes

Top Tweeters in G1:
@kimvie
@njdoc
@cultiv8hope
@leftnotright
@vernapolitics
@themuslimhippie
@pamunplugged
@shell_loyd
@nba
@academicchatter

Top Tweeters in G2:
@abc
@pkanagaratnam
@stressfreekids
@wordfinga
@mdaware
@dlmluckytiger
@anastasiasmihai
@drkristieleong
@heartotxheartmd
@armando_ribeiro

Top Tweeters in G3:
@bar_zie
@researchmrx
@politico
@lkafle
@saludhealthinfo
@mrscotteddy
@harassnomore
@asieduedmund
@lidstonepeter
@neilmilliken

Top Tweeters in G4:
@threadreaderapp
@sameihuda
@givengrace1986
@kare11
@drhubaevaluator
@sminaev2015
@jfclaude
@drwinarick
@4uwell
@kateneuropsych

Top Tweeters in G5:
@drjudystone
@drjengunter
@ip4pi
@mromara30
@nireyal
@choo_ek
@gallahercaren
@drlindamd
@chrisbohjalian
@quentonkristin

Top Tweeters in G6:
@marshawright
@drumeshprabhu
@melanie_korach
@nickystevo
@laura_corbeth
@maya_elkhoury
@relaswar
@nelsonmandela
@drclbm2001
@emorymedicine

Top Tweeters in G7:
@cnn
@watchyourrepssc
@aerogelmaker
@righteousbabe4
@picardonhealth
@vjonesphoto
@mlgg2
@alandrummond2
@theresaboyle
@nationalcouncil

Top Tweeters in G8:
@znoneoftheabove
@kaminskimed
@pedsmd2b
@itsnot_pink
@allyshipbot
@drmstiegler
@narjustdumamd
@lauriebaedke
@nstachen
@lfiellin

Top Tweeters in G9:
@shicooks
@taradublinrocks
@mackayim
@jaysonstreet
@gidmk
@chefjoseandres
@jamespmorrison
@epiellie
@aetiology
@erictopol

Top Tweeters in G10:
@youngchris27040
@dra
@standupkid
@ra
@owl_denouncer
@fordprefect747
@naa
@a
@boba
@amywrightlib


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