DrHowardLiu, Twitter, 10/28/2020 1:36:20 AM, 238959


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DrHowardLiu_2020-10-27_18-03-10.xlsx
DrHowardLiu_2020-10-27_18-03-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3muxcys
@drhowardliu
@epflcswccm
@do_kinder
@drjessigold
@patrickdoyle_35
@drvantilburg
@drlondonotobon
@arghavan_salles
@suburbanbella
@bethfratesmd

Top hashtags:
#aacapam20
#covid19
#mentalhealth
#admsepfall20
#medtwitter

Description:
Description
The graph represents a network of 1,852 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, 28 October 2020 at 01:05 UTC.

The requested start date was Wednesday, 28 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, 22-hour, 48-minute period from Wednesday, 14 October 2020 at 00:42 UTC to Tuesday, 27 October 2020 at 23:30 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 : 1852
Unique Edges : 5966
Edges With Duplicates : 13118
Total Edges : 19084
Number of Edge Types : 5
Replies to : 1253
Mentions : 12103
MentionsInRetweet : 4447
Retweet : 1049
Tweet : 232
Self-Loops : 268
Reciprocated Vertex Pair Ratio : 0.116402786573781
Reciprocated Edge Ratio : 0.208531881098253
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1819
Maximum Edges in a Connected Component : 19034
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.882772
Graph Density : 0.00257113952763844
Modularity : 0.268256
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,852 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, 28 October 2020 at 01:05 UTC.

The requested start date was Wednesday, 28 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, 22-hour, 48-minute period from Wednesday, 14 October 2020 at 00:42 UTC to Tuesday, 27 October 2020 at 23:30 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.fiercehealthcare.com/tech/demand-for-virtual-mental-health-soaring-here-are-notable-trends-who-using-it-and-why
[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/
[7] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2772135
[6] https://searchlightnm.org/from-detention-to-deliverance/
[5] https://www.politico.com/news/2020/10/16/pandemic-states-virus-rebound-429753
[4] https://twitter.com/drhowardliu/status/1320338439276023809

Top URLs in Tweet in G1:
[3] https://twitter.com/unmcinclusion/status/1316214775840464896
[3] https://twitter.com/DrHowardLiu/status/1317435195256164352
[2] https://twitter.com/maria_tokuyama/status/1321216217592549382
[2] https://twitter.com/KazJNelson/status/1318231452048293897
[2] https://twitter.com/DrHowardLiu/status/1316826158919380992
[2] https://twitter.com/drliat1/status/1316471419082022913
[2] https://twitter.com/DrHowardLiu/status/1319252832378380288
[2] https://www.unmc.edu/news.cfm?match=26375&pk_campaign=email&pk_kwd=Lookin_at_U_Jhoanna_Olmos
[2] https://twitter.com/drhowardliu/status/1320338439276023809
[2] https://twitter.com/DrHowardLiu/status/1317432662978662402

Top URLs in Tweet in G2:
[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.fiercehealthcare.com/tech/demand-for-virtual-mental-health-soaring-here-are-notable-trends-who-using-it-and-why
[7] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2772135
[7] https://www.psychiatrictimes.com/view/mental-health-disparities-among-black-americans-during-covid-19-pandemic
[6] https://www.1011now.com/2020/10/15/cdc-nearly-40-percent-increase-in-mental-health-concerns-during-pandemic-local-resources-to-help/
[6] https://searchlightnm.org/from-detention-to-deliverance/
[5] https://www.politico.com/news/2020/10/16/pandemic-states-virus-rebound-429753
[4] https://kstp.com/health/free-mental-health-guidance-helping-families-in-pandemic/5898565/#.X41yhr-0WfA.twitter
[4] https://www.politico.com/news/agenda/2020/10/26/mental-health-pandemic-431719
[4] https://www.acesconnection.com/login!login/action/checkAuth/redirect/https%3A%2F%2Fwww.acesconnection.com%2Fblog%2Fthe-social-determinants-of-mental-health-definition-validation-and-action

Top URLs in Tweet in G3:
[2] https://podcasts.apple.com/us/podcast/in-the-ladies-room-with-dr-donnica/id1330779402?i=1000492325281
[1] https://twitter.com/i/web/status/1321084102561439750
[1] https://twitter.com/lyricalmezz/status/1320398243927330817
[1] https://twitter.com/i/web/status/1318695898877169666
[1] https://twitter.com/inc/status/1318683106023510017
[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/89-secretary-david-shulkin-md-it-shouldnt-be-this-hard/id1330779402?i=1000456217781
[1] https://podcasts.apple.com/us/podcast/in-the-ladies-room-with-dr-donnica/id1330779402
[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/in-the-ladies-room-with-dr-donnica/id1330779402?i=1000485791081

Top URLs in Tweet in G4:
[2] https://twitter.com/DrHowardLiu/status/1319348466221522950
[2] https://twitter.com/drhowardliu/status/1319655463986679808
[1] https://twitter.com/i/web/status/1321232949677838337
[1] https://twitter.com/i/web/status/1321232797986639872
[1] https://twitter.com/midlevelcare/status/1290853741483220993?s=21
[1] https://twitter.com/i/web/status/1317889726347608071
[1] https://twitter.com/halstedmd/status/1317087324254162944?s=21
[1] https://twitter.com/i/web/status/1321221432609824776
[1] https://twitter.com/i/web/status/1319723163954016256
[1] https://twitter.com/i/web/status/1321146937584676864

Top URLs in Tweet in G5:
[1] https://closler.org/passion-in-the-medical-profession/beyond-the-cv
[1] https://twitter.com/i/web/status/1318657589165449216
[1] https://closler.org/lifelong-learning-in-clinical-excellence/patient-voting-matters
[1] https://closler.org/lifelong-learning-in-clinical-excellence/8-ways-to-manage-election-stress
[1] https://twitter.com/i/web/status/1321164511047569408
[1] https://twitter.com/i/web/status/1318720379406458882
[1] https://twitter.com/i/web/status/1320890647692386305
[1] https://twitter.com/narjustdumamd/status/1316446321352605699
[1] https://twitter.com/i/web/status/1318714366699687948
[1] https://twitter.com/i/web/status/1320797698958778369

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1319109764291252224

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/posts/alexjadad_as-covid-19-vaccines-get-ready-for-launch-activity-6708105547314458624-Fzlx
[1] https://twitter.com/i/web/status/1314934921425760257

Top URLs in Tweet in G9:
[1] https://www.theatlantic.com/family/archive/2020/10/algorithmic-bias-especially-dangerous-teens/616793/
[1] https://twitter.com/ACEsCanada2020/status/1221543906208374784

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1321216217592549382
[1] https://www.statnews.com/2020/10/27/akiko-iwasaki-profile-covid19-research-fighting-sexism-power-imbalances-science/

Top Domains
Top Domains in Tweet in Entire Graph:
[712] twitter.com
[25] jamanetwork.com
[18] cnn.com
[9] politico.com
[8] fiercehealthcare.com
[8] psychiatrictimes.com
[8] nytimes.com
[7] 1011now.com
[7] apple.com
[6] searchlightnm.org

Top Domains in Tweet in G1:
[410] twitter.com
[17] cnn.com
[7] nytimes.com
[3] unmc.edu
[1] bmj.com
[1] cloudfront.net
[1] childhealthdata.org
[1] thisibelieve.org
[1] midwestbooksellers.org
[1] elsevierhealth.com

Top Domains in Tweet in G2:
[115] twitter.com
[25] jamanetwork.com
[9] politico.com
[8] fiercehealthcare.com
[7] psychiatrictimes.com
[6] 1011now.com
[6] searchlightnm.org
[4] npr.org
[4] kstp.com
[4] acesconnection.com

Top Domains in Tweet in G3:
[18] twitter.com
[7] apple.com
[2] youtube.com

Top Domains in Tweet in G4:
[90] twitter.com
[1] nytimes.com
[1] co.uk
[1] mdpi.com
[1] mymodernmet.com
[1] youtube.com
[1] zoom.us
[1] irpp.org
[1] emma-lucy-thomson.net
[1] confex.com

Top Domains in Tweet in G5:
[31] twitter.com
[3] closler.org
[1] insidehighered.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[1] linkedin.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] twitter.com
[1] statnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] aacapam20
[58] covid19
[51] mentalhealth
[32] admsepfall20
[27] medtwitter
[21] psychtwitter
[19] womeninmedicine
[19] beheretomorrow
[19] suicideprevention
[17] stopsuicide



Top Hashtags in Tweet in G1:
[58] aacapam20
[30] admsepfall20
[18] mentalhealth
[17] covid19
[16] womeninmedicine
[14] heforshe
[13] meded
[11] psychtwitter
[10] medtwitter
[9] halloween

Top Hashtags in Tweet in G2:
[20] covid19
[19] beheretomorrow
[17] stopsuicide
[16] weightliftingismytherapy
[15] mentalhealth
[11] sdomh
[10] suicideprevention
[8] wellness
[8] aacapam20
[8] elevatetheconvo

Top Hashtags in Tweet in G3:
[9] intheladiesroom
[6] suicideawareness
[5] covid19
[5] medtwitter
[5] racism
[4] pandemic
[4] suicide
[3] naturecovidfree
[3] covidー19
[3] amersa2020

Top Hashtags in Tweet in G4:
[57] aacapam20
[15] covid19
[14] mentalhealth
[8] psychtwitter
[7] aacapam2020
[7] captweet
[5] medtwitter
[5] followfriday
[3] pandemic
[3] medstudenttwitter

Top Hashtags in Tweet in G5:
[4] hispanicheritagemonth
[3] medtwitter
[2] meded
[2] voting
[2] mentalhealth
[1] vote2020
[1] mindfulness
[1] election2020
[1] heforshe
[1] covid19

Top Hashtags in Tweet in G6:
[1] psychtwitter
[1] medtwitter

Top Hashtags in Tweet in G7:
[1] izzykalman
[1] earth
[1] nobullying
[1] societies
[1] bullying
[1] society
[1] ladakh

Top Hashtags in Tweet in G10:
[1] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[1810] drhowardliu
[302] arghavan_salles
[280] drvantilburg
[278] drjessigold
[266] drdanielgih
[265] jenheemstra
[241] virusesimmunity
[234] drlondonotobon
[199] brianbpk
[192] aacap

Top Words in Tweet in G1:
[661] drhowardliu
[217] virusesimmunity
[204] jenheemstra
[203] arghavan_salles
[138] drlondonotobon
[125] lindanguyenmd
[125] cadiulus
[124] rubraveenough
[118] drdanielgih
[101] tomvarghesejr

Top Words in Tweet in G2:
[523] drhowardliu
[104] drjessigold
[94] epflcswccm
[92] mental
[91] health
[90] bartandrews
[89] judgewren
[88] drvantilburg
[74] nicolenugentphd
[72] robincogan

Top Words in Tweet in G3:
[157] drhowardliu
[129] drdonnica
[116] ktamirisamd
[114] boggildlab
[106] drvantilburg
[98] docbasia
[93] drdanijackson
[91] drlindamd
[88] usnehal
[84] drcswilliam

Top Words in Tweet in G4:
[280] drhowardliu
[121] aacap
[108] drdanielgih
[83] brianbpk
[76] drlondonotobon
[62] alaa_elnajjar
[59] shawnsidhumd
[57] #aacapam20
[53] unmcpsychiatry
[49] jack_turban

Top Words in Tweet in G5:
[74] drhowardliu
[48] closler
[45] chasetmanderson
[25] koenigadam
[25] whole_patients
[25] drzackaryberger
[24] drjessigold
[23] aliraja_md
[22] dochitect
[22] dcharabaty

Top Words in Tweet in G6:
[37] tylerblack32
[36] jonathanstea
[24] psychunseen
[24] drwinarick
[24] awaisaftab
[22] drhowardliu
[21] dawso007
[21] realjesseluke
[21] d_opus
[20] drjefferyhayden

Top Words in Tweet in G7:
[2] sherylheron
[2] gradydoctor
[2] timcunninghamrn
[2] desousanancy
[2] stansonu
[2] amyychenmd1
[2] chrisho_md
[2] busseyjada
[2] brainbanker

Top Words in Tweet in G8:
[4] drhowardliu
[3] celliottability
[3] fordnation
[3] pattyhajdu
[3] cnn
[3] world
[3] watching
[3] steinibrown
[3] jkwan_md
[3] dfisman

Top Words in Tweet in G9:
[5] drhowardliu
[4] aces
[3] disease
[2] adverse
[2] childhood
[2] events
[2] important
[2] understanding
[2] chronic
[2] smoking

Top Words in Tweet in G10:
[7] rmedzhitov
[6] immunofever
[6] drhowardliu
[5] maria_tokuyama
[4] piece
[4] doctorsoumya
[3] scchak
[3] akiko
[3] journoarunima
[3] dev_fadnavis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] virusesimmunity,jenheemstra
[137] mental,health
[97] drhowardliu,virusesimmunity
[90] drlondonotobon,lindanguyenmd
[90] lindanguyenmd,drcorriel
[88] jenheemstra,cadiulus
[83] usnehal,kevin_ro
[83] kevin_ro,drharrythomas
[83] drharrythomas,drcswilliam
[83] drcswilliam,drlindamd

Top Word Pairs in Tweet in G1:
[137] virusesimmunity,jenheemstra
[87] drhowardliu,virusesimmunity
[84] drlondonotobon,lindanguyenmd
[84] lindanguyenmd,drcorriel
[82] jenheemstra,cadiulus
[72] drcorriel,bryanwempen
[71] arghavan_salles,drlondonotobon
[61] bryanwempen,tomvarghesejr
[61] cadiulus,arghavan_salles
[55] tomvarghesejr,rubraveenough

Top Word Pairs in Tweet in G2:
[82] mental,health
[56] merrylindseyphd,ashleywysongmd
[52] michellecardel,merrylindseyphd
[51] gcsmd,michellecardel
[51] ashleywysongmd,lauraflowerse
[49] drhowardliu,scottvernaglia
[49] scottvernaglia,bartandrews
[49] hansabhargavamd,gcsmd
[48] bartandrews,hansabhargavamd
[48] lauraflowerse,lipiroy

Top Word Pairs in Tweet in G3:
[81] usnehal,kevin_ro
[81] kevin_ro,drharrythomas
[81] drharrythomas,drcswilliam
[81] drcswilliam,drlindamd
[81] drlindamd,chenbariatrics1
[70] chenbariatrics1,zoewhinton
[58] zhealaqayyum,halletjulie
[58] cardiacpa1,fitmslax
[57] alvie_barr,openacademics
[57] openacademics,zhealaqayyum

Top Word Pairs in Tweet in G4:
[47] drhowardliu,aacap
[39] aacap,unmcpsychiatry
[38] drdanielgih,alaa_elnajjar
[37] alaa_elnajjar,brianbpk
[36] unmcpsychiatry,drdanielgih
[36] brianbpk,jeffreyhuntmd
[32] jeffreyhuntmd,drlondonotobon
[29] drlondonotobon,cap4kidz
[27] drdanielgih,drhowardliu
[26] drkaticordts,adelizza

Top Word Pairs in Tweet in G5:
[42] drhowardliu,chasetmanderson
[39] closler,drhowardliu
[25] chasetmanderson,koenigadam
[24] koenigadam,drzackaryberger
[23] drzackaryberger,aliraja_md
[23] aliraja_md,drjessigold
[22] dochitect,dcharabaty
[21] drjessigold,meggerber
[17] chasetmanderson,dochitect
[15] dcharabaty,cchristmcolleen

Top Word Pairs in Tweet in G6:
[21] drwinarick,realjesseluke
[21] realjesseluke,tylerblack32
[21] d_opus,awaisaftab
[20] drjefferyhayden,d_opus
[20] awaisaftab,jayvanbavel
[19] tylerblack32,drjefferyhayden
[15] psychunseen,jonathanstea
[15] jonathanstea,dawso007
[14] dawso007,drwinarick
[14] jayvanbavel,coyneo

Top Word Pairs in Tweet in G7:
[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

Top Word Pairs in Tweet in G8:
[3] celliottability,drhowardliu
[3] drhowardliu,fordnation
[3] fordnation,pattyhajdu
[3] pattyhajdu,cnn
[3] cnn,world
[3] world,watching
[3] watching,steinibrown
[3] steinibrown,jkwan_md
[3] jkwan_md,dfisman
[2] mlgg2,celliottability

Top Word Pairs in Tweet in G9:
[2] adverse,childhood
[2] childhood,events
[2] events,aces
[2] aces,important
[2] important,understanding
[2] understanding,chronic
[2] chronic,disease
[2] disease,smoking
[2] smoking,useful
[2] useful,think

Top Word Pairs in Tweet in G10:
[6] immunofever,drhowardliu
[6] drhowardliu,rmedzhitov
[4] maria_tokuyama,immunofever
[3] journoarunima,dev_fadnavis
[3] dev_fadnavis,icmrdelhi
[3] icmrdelhi,debroysumitra
[3] debroysumitra,doctorsoumya
[3] doctorsoumya,archanajsr
[3] archanajsr,ts_singhdeo
[3] ts_singhdeo,pibhomeaffairs

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@drvantilburg
@closler
@drdanielgih
@arghavan_salles
@opsafeintl
@alvie_barr
@hardasshelen
@drlondonotobon
@drjessigold

Top Replied-To in G1:
@drhowardliu
@arghavan_salles
@drvantilburg
@hardasshelen
@drlondonotobon
@jenheemstra
@sgoulopoulou
@jonathanstea
@virusesimmunity
@victorpsanchez

Top Replied-To in G2:
@drhowardliu
@drvantilburg
@opsafeintl
@jamesrachal3
@robincogan
@hardasshelen
@judgewren
@finkshrink
@drjessigold
@mylankohler

Top Replied-To in G3:
@drvantilburg
@alvie_barr
@drdonnica
@qaalihussein1
@boggildlab
@ktamirisamd
@wordfinga
@drdanijackson
@drhowardliu
@docbasia

Top Replied-To in G4:
@drhowardliu
@drdanielgih
@opsafeintl
@drlondonotobon
@cap_msr
@midlevelcare
@drjessigold
@yorklawlondon
@oparenting
@skaliamurthy

Top Replied-To in G5:
@closler
@drhowardliu
@lewismlevy
@healthcora
@chasetmanderson
@eaz_10
@nickisnpdx
@panagis21
@mlrobertsonmd
@ektashahmd

Top Replied-To in G6:
@psychunseen
@stankutcher
@jonathanstea
@rethinklifeca
@amybarnhorst
@tylerblack32
@jostucke

Top Replied-To in G7:
@sherylheron

Top Replied-To in G8:
@ctvnews
@celliottability

Top Replied-To in G9:
@drhowardliu
@hetheringtonk78
@opsafeintl

Top Replied-To in G10:
@journoarunima
@scchak

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@arghavan_salles
@drjessigold
@jenheemstra
@drdanielgih
@virusesimmunity
@drvantilburg
@drlondonotobon
@brianbpk
@aacap

Top Mentioned in G1:
@drhowardliu
@virusesimmunity
@jenheemstra
@arghavan_salles
@drlondonotobon
@lindanguyenmd
@cadiulus
@rubraveenough
@drdanielgih
@tomvarghesejr

Top Mentioned in G2:
@drhowardliu
@drjessigold
@epflcswccm
@bartandrews
@judgewren
@nicolenugentphd
@drvantilburg
@ashleywysongmd
@robincogan
@gcsmd

Top Mentioned in G3:
@drhowardliu
@drdonnica
@ktamirisamd
@boggildlab
@drlindamd
@docbasia
@usnehal
@drdanijackson
@drvantilburg
@drcswilliam

Top Mentioned in G4:
@drhowardliu
@aacap
@drdanielgih
@brianbpk
@drlondonotobon
@alaa_elnajjar
@shawnsidhumd
@unmcpsychiatry
@jack_turban
@jeffreyhuntmd

Top Mentioned in G5:
@drhowardliu
@chasetmanderson
@koenigadam
@whole_patients
@drzackaryberger
@drjessigold
@closler
@aliraja_md
@dochitect
@dcharabaty

Top Mentioned in G6:
@tylerblack32
@jonathanstea
@drwinarick
@awaisaftab
@drhowardliu
@dawso007
@realjesseluke
@d_opus
@drjefferyhayden
@jayvanbavel

Top Mentioned in G7:
@gradydoctor
@timcunninghamrn
@desousanancy
@stansonu
@amyychenmd1
@chrisho_md
@busseyjada
@brainbanker
@do_kinder
@sherylheron

Top Mentioned in G8:
@drhowardliu
@fordnation
@pattyhajdu
@cnn
@steinibrown
@jkwan_md
@dfisman
@mlgg2
@celliottability

Top Mentioned in G9:
@drhowardliu
@ahmedhankir
@drburkeharris
@drchicheng
@kingavriel
@javeedsukhera
@markgall7
@berginpam
@dr_pam_jarvis
@davidstantontd

Top Mentioned in G10:
@rmedzhitov
@maria_tokuyama
@immunofever
@drhowardliu
@dev_fadnavis
@icmrdelhi
@debroysumitra
@doctorsoumya
@archanajsr
@ts_singhdeo

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@threadreaderapp
@femtech_
@kimvie
@huffpost
@blackrepublican
@dr_otorongo
@cultiv8hope
@nursefriendly
@nytimes

Top Tweeters in G1:
@femtech_
@cultiv8hope
@vernapolitics
@pamunplugged
@shell_loyd
@uninoticias
@nba
@pash22
@academicchatter
@kenwarnock

Top Tweeters in G2:
@kimvie
@huffpost
@nursefriendly
@brucevh
@politico
@gilcividanes
@themuslimhippie
@felixnater
@pkanagaratnam
@lkafle

Top Tweeters in G3:
@blackrepublican
@abc
@wordfinga
@drjudystone
@mdaware
@donkeehotey
@dlmluckytiger
@heartotxheartmd
@armando_ribeiro
@drmarthagulati

Top Tweeters in G4:
@shiftparadigm
@mugrogue
@whaaf
@24shaz
@mededbot
@calzole
@ayeshaasiddiqi
@richduszak
@creddingvye
@abatemanhouse

Top Tweeters in G5:
@nytimes
@drhubaevaluator
@nickisnpdx
@4uwell
@dccc_phd
@joebabaian
@drmelanieg
@drzackaryberger
@deseraestage
@saludamerica

Top Tweeters in G6:
@threadreaderapp
@sameihuda
@jfclaude
@drwinarick
@kateneuropsych
@trying2help
@d_opus
@caulfieldtim
@coyneoftherealm
@mikearmiger

Top Tweeters in G7:
@marshawright
@drumeshprabhu
@melanie_korach
@nickystevo
@laura_corbeth
@maya_elkhoury
@relaswar
@nelsonmandela
@emorymedicine
@acpinternists

Top Tweeters in G8:
@cnn
@ctvnews
@nhswhistleblowr
@mlgg2
@un
@drseisenberg
@who
@drericlevi
@drpaolandmd
@cdcgov

Top Tweeters in G9:
@_lisacherry
@dr_pam_jarvis
@janehmul
@thehowardleague
@markgall7
@berndpaysan
@fergus_mcneill
@kingavriel
@jenniferhros
@firsttimeinside

Top Tweeters in G10:
@anantbhan
@mohfw_india
@dev_fadnavis
@pmoindia
@icmrdelhi
@pibhomeaffairs
@immunofever
@amitshah
@doctorsoumya
@archanajsr


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