DrHowardLiu, Twitter, 4/8/2020 2:01:44 AM, 224584


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DrHowardLiu_2020-04-07_17-28-14.xlsx
DrHowardLiu_2020-04-07_17-28-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3e6LlhC
@drhowardliu
@drjessigold
@arghavan_salles
@epflcswccm
@drvantilburg
@docbasia
@boggildlab
@mlgg2
@subatomicdoc
@judgewren

Top hashtags:
#covid19
#mentalhealth
#coronavirus
#pandemic
#30moredays
#nationaldoctorsday

Description:
Description
The graph represents a network of 4,162 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, 08 April 2020 at 00:30 UTC.

The requested start date was Wednesday, 08 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 42-minute period from Wednesday, 25 March 2020 at 00:09 UTC to Tuesday, 07 April 2020 at 23:51 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 : 4162
Unique Edges : 22094
Edges With Duplicates : 23861
Total Edges : 45955
Number of Edge Types : 4
Replies to : 2312
Mentions : 34587
MentionsInRetweet : 8641
Tweet : 415
Self-Loops : 415
Reciprocated Vertex Pair Ratio : 0.0715684059935246
Reciprocated Edge Ratio : 0.133576924428205
Connected Components : 93
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 4055
Maximum Edges in a Connected Component : 45865
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.965166
Graph Density : 0.0016435422814143
Modularity : 0.380071
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,162 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, 08 April 2020 at 00:30 UTC.

The requested start date was Wednesday, 08 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 42-minute period from Wednesday, 25 March 2020 at 00:09 UTC to Tuesday, 07 April 2020 at 23:51 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:
[20] https://twitter.com/drhowardliu/status/1242052380260208641
[19] https://twitter.com/DrHowardLiu/status/1242052380260208641
[14] https://www.usatoday.com/story/opinion/2020/03/24/coronavirus-pandemic-demands-kindness-compassion-empathy-column/2898413001/
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223719
[11] https://creativemeddoses.com/topics-list/covid19-era-speculations-about-changing-norms/
[9] https://abcnews.go.com/Politics/calls-us-helpline-jump-891-white-house-warned/story?id=70010113
[8] https://patientengagementhit.com/news/socioeconomic-status-tied-to-mental-health-during-coronavirus
[8] https://www.linkedin.com/groups/4172177/
[7] https://twitter.com/DrHowardLiu/status/1246041679578218497
[6] http://www.efssupervisionstrategies.com/Blog.html?entry=be-mindful-of-your-human

Top URLs in Tweet in G1:
[8] https://patientengagementhit.com/news/socioeconomic-status-tied-to-mental-health-during-coronavirus
[7] https://www.linkedin.com/groups/4172177/
[6] https://www.cnn.com/2020/04/04/opinions/mental-health-crisis-coronavirus-faraz/index.html
[6] http://www.efssupervisionstrategies.com/Blog.html?entry=be-mindful-of-your-human
[6] https://abcnews.go.com/Politics/calls-us-helpline-jump-891-white-house-warned/story?id=70010113
[5] https://www.cdc.gov/coronavirus/2019-ncov/prepare/managing-stress-anxiety.html
[4] https://www.cnn.com/2020/03/31/us/nyu-langone-emergency-doctors-intubation/index.html
[4] https://twitter.com/DrHowardLiu/status/1242052380260208641
[4] https://twitter.com/DrHowardLiu/status/1243921814285365250
[4] https://www.usatoday.com/story/opinion/2020/03/24/coronavirus-pandemic-demands-kindness-compassion-empathy-column/2898413001/

Top URLs in Tweet in G2:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223719
[10] https://www.usatoday.com/story/opinion/2020/03/24/coronavirus-pandemic-demands-kindness-compassion-empathy-column/2898413001/
[6] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=e9ffd76df1d89bb5552d2a4d
[3] https://www.nami.org/Blogs/NAMI-Blog/March-2020/Coronavirus-Mental-Health-Coping-Strategies
[3] https://twitter.com/drhowardliu/status/1243921814285365250
[3] https://abcnews.go.com/Politics/calls-us-helpline-jump-891-white-house-warned/story?id=70010113
[3] https://twitter.com/drhowardliu/status/1242052380260208641
[3] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2762990?utm_source=twitter&utm_medium=social_jamajno&utm_campaign=amplification&utm_term=jnolive&utm_content=manual_eha
[3] https://impakter.com/covid-19-link-with-air-pollution-italys-and-chinas-experience/
[3] http://mokosoe.com

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1243226662268887041
[1] https://twitter.com/i/web/status/1247671210525237251
[1] https://www.poojalakshmin.com/fertilityandmentalhealth
[1] https://twitter.com/i/web/status/1246824909252235266
[1] https://twitter.com/i/web/status/1242786600100212739
[1] https://twitter.com/i/web/status/1242811067429986310
[1] https://twitter.com/tiansterzhang/status/1246617283063054341
[1] https://twitter.com/i/web/status/1247493246638534656
[1] https://www.cnn.com/2020/03/31/us/nyu-langone-emergency-doctors-intubation/index.html
[1] https://twitter.com/dwnews/status/1244260266856067073

Top URLs in Tweet in G4:
[2] https://zoom.us/webinar/register/WN_bCnC7mFMRzSfmBB37Dhirw
[1] https://twitter.com/javeedsukhera/status/1245089076967063554
[1] https://twitter.com/hartfordhealthc/status/1243976245022535682
[1] https://twitter.com/zeevneuwirth/status/1244813037258911744
[1] https://twitter.com/i/web/status/1245798730772762626
[1] https://twitter.com/i/web/status/1245750956555407361

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1247587091757875200
[1] https://twitter.com/i/web/status/1247282755450347521
[1] https://twitter.com/i/web/status/1247229088755900417
[1] https://twitter.com/i/web/status/1247287727067987973
[1] https://docs.google.com/spreadsheets/d/1zIKoTmZNbxAw7uT-i66DSTPb24eKKdYBxzEUlSceEJI/edit?usp=sharing
[1] https://twitter.com/i/web/status/1247163482736336896
[1] http://clinicaltrials.gov
[1] https://twitter.com/i/web/status/1247287455339945985
[1] https://twitter.com/i/web/status/1247579333054492673
[1] https://twitter.com/i/web/status/1247167950131322881

Top URLs in Tweet in G6:
[1] https://news.sky.com/story/coronavirus-the-italian-covid-19-hospital-where-no-medics-have-been-infected-11966344
[1] https://twitter.com/i/web/status/1242797969411358721
[1] https://twitter.com/jack_turban/status/1242802991868116992
[1] https://twitter.com/NationalCouncil/status/1242978955071836161
[1] https://twitter.com/subatomicdoc/status/1245283009101733888

Top URLs in Tweet in G7:
[11] https://creativemeddoses.com/topics-list/covid19-era-speculations-about-changing-norms/
[2] https://creativemeddoses.com/topics-list/covid-19-corona-virus-disease-2019-facts/
[1] https://twitter.com/drhowardliu/status/1245560264147304448
[1] https://twitter.com/i/web/status/1246826556875399170
[1] https://twitter.com/i/web/status/1246847319795957760
[1] https://twitter.com/i/web/status/1246848924637429760
[1] https://twitter.com/i/web/status/1246825130749296640
[1] https://twitter.com/i/web/status/1246829027937193986
[1] https://twitter.com/i/web/status/1246829172732936196
[1] https://twitter.com/i/web/status/1246842240766554112

Top URLs in Tweet in G8:
[10] https://twitter.com/DrHowardLiu/status/1242052380260208641
[10] https://twitter.com/drhowardliu/status/1242052380260208641
[3] https://twitter.com/DrHowardLiu/status/1244414088295231488
[3] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=1d16fa08ec3308ff82439b7e
[2] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=7a487c9bf27395006933d515
[1] https://twitter.com/drhowardliu/status/1242585821330489349
[1] https://twitter.com/drhowardliu/status/1243132196443033600
[1] http://www.cnn.com/2020/03/26/us/
[1] https://twitter.com/drhowardliu/status/1243291671774654464
[1] https://twitter.com/DrHowardLiu/status/1243710969722912776

Top URLs in Tweet in G9:
[1] https://journals.sagepub.com/doi/pdf/10.1177/147323001204000104?cookieSet=1

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1243285622321790986
[1] https://twitter.com/i/web/status/1243286557408272385
[1] https://twitter.com/i/web/status/1246085120152481793
[1] https://twitter.com/i/web/status/1246685640168599555

Top Domains
Top Domains in Tweet in Entire Graph:
[1148] twitter.com
[44] cnn.com
[22] sumall.com
[22] nytimes.com
[14] usatoday.com
[14] creativemeddoses.com
[13] nodexlgraphgallery.org
[12] youtube.com
[10] patientengagementhit.com
[10] vimeo.com

Top Domains in Tweet in G1:
[423] twitter.com
[40] cnn.com
[20] nytimes.com
[10] patientengagementhit.com
[9] vimeo.com
[8] efssupervisionstrategies.com
[7] linkedin.com
[6] youtube.com
[6] go.com
[5] npr.org

Top Domains in Tweet in G2:
[525] twitter.com
[13] nodexlgraphgallery.org
[11] sumall.com
[10] usatoday.com
[4] youtube.com
[4] mokosoe.com
[3] nami.org
[3] go.com
[3] jamanetwork.com
[3] impakter.com

Top Domains in Tweet in G3:
[11] twitter.com
[1] poojalakshmin.com
[1] cnn.com
[1] nbcnews.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] zoom.us

Top Domains in Tweet in G5:
[25] twitter.com
[2] clinicaltrials.gov
[2] biorxiv.org
[2] youtube.com
[1] google.com
[1] sciencemag.org
[1] or.jp
[1] writening.net
[1] ip-korea.org
[1] ncats.io

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

Top Domains in Tweet in G7:
[15] twitter.com
[14] creativemeddoses.com
[1] pnas.org
[1] ucalgary.ca

Top Domains in Tweet in G8:
[55] twitter.com
[7] sumall.com
[1] cnn.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[199] covid19
[52] mentalhealth
[51] coronavirus
[41] pandemic
[41] 30moredays
[38] nationaldoctorsday
[34] selfcare
[32] virtualyoga
[30] womeninstem
[24] weareallinthistogether



Top Hashtags in Tweet in G1:
[69] covid19
[35] mentalhealth
[35] 30moredays
[25] selfcare
[24] virtualyoga
[23] womeninstem
[19] nationaldoctorsday
[19] covid2019
[18] mentalhealthmatters
[17] weareallinthistogether

Top Hashtags in Tweet in G2:
[67] covid19
[18] nationaldoctorsday
[15] peoplebehindthemask
[13] medtwitter
[9] selfcare
[9] ff
[8] socialdistancing
[8] virtualyoga
[8] heroesonthefrontline
[7] kindness

Top Hashtags in Tweet in G3:
[7] covid19
[4] mentalhealth
[4] suicide
[3] ff
[2] followfriday
[2] quarantini
[2] academictwitter
[2] suicideprevention
[2] stigma
[1] healthcareheroes

Top Hashtags in Tweet in G4:
[2] futureleader
[1] addiction
[1] recovery
[1] sud
[1] mat
[1] harmreduction
[1] mcat
[1] senate
[1] whiteprivilege
[1] privilege

Top Hashtags in Tweet in G5:
[3] covid19
[2] covidー19
[1] drugrepurposing
[1] pharmacists
[1] leronlimab
[1] covid_19
[1] immunomodulator
[1] sarscov2

Top Hashtags in Tweet in G6:
[1] covid19

Top Hashtags in Tweet in G7:
[16] covid19
[11] coronavirusoubreak
[2] inequity
[2] coronacrisis
[2] coronaviruspandemic
[2] graphicmedicine
[1] coronavirus
[1] sars
[1] risk
[1] mutations

Top Hashtags in Tweet in G8:
[3] covid19
[2] coronavirus
[2] thankfulthursday
[1] greatinsight
[1] coronalockdown
[1] covidkindness
[1] covidcourage
[1] essentialservices
[1] stayathome
[1] staysafestayhome

Top Hashtags in Tweet in G9:
[1] healthcareheros
[1] nyccoronavirus
[1] fightbackcovid
[1] immunesupport
[1] tryingtofindsolutions

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3102] Words in Sentiment List#1: Positive
[1922] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[108169] Non-categorized Words
[113194] Total Words
[3517] drhowardliu
[913] arghavan_salles
[742] drjessigold
[531] karenerrichetti
[503] jjcolemanmd

Top Words in Tweet in G1:
[1246] drhowardliu
[205] teen
[173] drvantilburg
[165] health
[146] judgewren
[136] time
[130] ujjram
[124] arghavan_salles
[116] especially
[112] depression

Top Words in Tweet in G2:
[1535] drhowardliu
[505] arghavan_salles
[395] drjessigold
[271] ktamirisamd
[261] boggildlab
[238] jack_turban
[223] juliesilvermd
[221] choo_ek
[220] judgewren
[203] karenerrichetti

Top Words in Tweet in G3:
[304] jjcolemanmd
[303] drhowardliu
[297] aaholzer
[290] usnehal
[289] medicalaxioms
[282] karenerrichetti
[281] j_thepa
[280] arghavan_salles
[279] theblondemd
[277] dbelardomd

Top Words in Tweet in G4:
[82] drhowardliu
[72] mdsantopietro
[72] drmanejwala
[72] kathrynfalbo
[72] dmcdrecovery
[71] ianpaulmd
[71] mankadmd
[71] brookem_feldman
[71] devin_reaves
[71] rdashford

Top Words in Tweet in G5:
[109] nyugrossman
[109] nyulmc_iime
[109] brief_19
[109] grepmeded
[109] nihdirector
[105] leorahorwitzmd
[102] drhowardliu
[99] jbrafel
[85] maya_michigan
[83] niaidnews

Top Words in Tweet in G6:
[13] drhowardliu
[6] drdixonftw
[5] drdebraatkisson
[4] chandan_khandai
[4] drjessigold
[4] carolineylchen
[4] tarrantcms
[3] drmarleydoyle
[3] doctorwes
[3] mass_marion

Top Words in Tweet in G7:
[46] drhowardliu
[26] somedocs
[25] drsupersalty
[24] jmugele
[22] tomfolanmd
[20] jaymethern
[20] kendberrymd
[19] nursejustinrn
[18] reeprn
[17] kanagalshamanna

Top Words in Tweet in G8:
[7] biggest
[7] fans
[7] week
[7] drhowardliu
[7] thank
[5] good
[4] time
[4] sleep
[4] bedtime
[4] crisis

Top Words in Tweet in G9:
[6] drhowardliu
[4] gutdoc18
[3] drbradjerson
[3] joshuatylermd
[3] sachdevmd
[3] fudmanmd
[3] jdgomezmd
[3] drmohdzein
[3] drkylestaller
[3] davidfaleckmd

Top Words in Tweet in G10:
[11] drhowardliu
[6] dr
[5] fordnation
[5] kevinsmithuhn
[4] cma_docs
[4] celliottability
[4] uoft_dlsph
[4] hqontario
[4] ctvw5
[3] mlgg2

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[369] aaholzer,jjcolemanmd
[367] jjcolemanmd,medicalaxioms
[351] medicalaxioms,karenerrichetti
[344] karenerrichetti,j_thepa
[343] j_thepa,theblondemd
[341] drjessigold,arghavan_salles
[338] usnehal,aaholzer
[336] theblondemd,dbelardomd
[334] dbelardomd,erictopol
[323] erictopol,emily_fri

Top Word Pairs in Tweet in G1:
[102] teen,depression
[102] depression,manifest
[102] manifest,irritability
[102] irritability,sadness
[102] sadness,teen
[102] teen,seems
[102] seems,especially
[102] especially,angry
[102] angry,sad
[102] sad,gt

Top Word Pairs in Tweet in G2:
[186] drhowardliu,arghavan_salles
[122] drjessigold,meganranney
[101] arghavan_salles,drjessigold
[100] futuredocs,janevandis
[94] cadiulus,sastrongmd
[94] sastrongmd,juliesilvermd
[94] juliesilvermd,grace_durbin
[94] grace_durbin,judgewren
[93] arghavan_salles,cadiulus
[91] meganranney,jack_turban

Top Word Pairs in Tweet in G3:
[292] aaholzer,jjcolemanmd
[288] jjcolemanmd,medicalaxioms
[279] medicalaxioms,karenerrichetti
[279] karenerrichetti,j_thepa
[279] j_thepa,theblondemd
[277] theblondemd,dbelardomd
[274] dbelardomd,erictopol
[268] usnehal,aaholzer
[265] erictopol,emily_fri
[263] doctorjenn,drnikkistamp

Top Word Pairs in Tweet in G4:
[72] kathrynfalbo,dmcdrecovery
[71] dmcdrecovery,brookem_feldman
[71] brookem_feldman,devin_reaves
[71] devin_reaves,rdashford
[70] kodykinsley,odysseywoman
[69] drmanejwala,kathrynfalbo
[69] odysseywoman,amyjamerson
[69] amyjamerson,alifrumcally
[69] alifrumcally,bebenc
[69] bebenc,barnhardtemily

Top Word Pairs in Tweet in G5:
[109] nyugrossman,nyulmc_iime
[92] leorahorwitzmd,nyugrossman
[85] maya_michigan,leorahorwitzmd
[85] nyulmc_iime,nihdirector
[83] nihdirector,niaidnews
[70] grepmeded,brief_19
[70] brief_19,maya_michigan
[70] drhowardliu,khochmanmd
[66] niaidnews,drhowardliu
[55] jbrafel,grepmeded

Top Word Pairs in Tweet in G6:
[3] drmarleydoyle,drhowardliu
[3] carolineylchen,mass_marion
[3] mass_marion,anish_koka
[3] anish_koka,amychomd
[3] amychomd,sonodoc99
[3] sonodoc99,fuzzymittens
[3] fuzzymittens,alietaeck
[3] alietaeck,lorissalyn
[3] lorissalyn,docbasia
[2] drjessigold,poojalakshmin

Top Word Pairs in Tweet in G7:
[20] kendberrymd,drsupersalty
[20] drsupersalty,jmugele
[17] kanagalshamanna,drmaypole
[17] drmaypole,smlungpathguy
[17] smlungpathguy,somedocs
[16] jmugele,tomfolanmd
[16] tomfolanmd,drhowardliu
[16] somedocs,uniqorndoc
[14] jaymethern,kendberrymd
[12] drhowardliu,reeprn

Top Word Pairs in Tweet in G8:
[7] biggest,fans
[7] fans,week
[5] week,drhowardliu
[2] katicordts,sleep
[2] sleep,hygiene
[2] hygiene,tips
[2] tips,stick
[2] stick,sleep
[2] sleep,schedule
[2] schedule,create

Top Word Pairs in Tweet in G9:
[3] drbradjerson,joshuatylermd
[3] sachdevmd,fudmanmd
[3] fudmanmd,jdgomezmd
[3] jdgomezmd,drmohdzein
[3] drmohdzein,drkylestaller
[3] drkylestaller,davidfaleckmd
[3] davidfaleckmd,robbethune
[3] robbethune,sreyram
[3] sreyram,manuelbragamd
[3] manuelbragamd,jkolianipacemd

Top Word Pairs in Tweet in G10:
[3] jblackmermd,cma_docs
[3] celliottability,fordnation
[3] fordnation,drjoshuatepper
[3] drjoshuatepper,kevinsmithuhn
[3] kevinsmithuhn,drhowardliu
[3] drhowardliu,drbobbell
[3] dr,alex
[3] alex,jadad
[3] jadad,uoft_dlsph
[3] hqontario,oncall4on

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@jbrafel
@drjessigold
@arghavan_salles
@amyoxentenkomd
@boggildlab
@ktamirisamd
@drvantilburg
@ayesha_mian1
@kateneuropsych

Top Replied-To in G1:
@drhowardliu
@drvantilburg
@ayesha_mian1
@arghavan_salles
@opsafeintl
@jenheemstra
@theedepistolary
@nicolenugentphd
@rubraveenough
@danielleglick

Top Replied-To in G2:
@drhowardliu
@drjessigold
@boggildlab
@amyoxentenkomd
@arghavan_salles
@ktamirisamd
@fitmslax
@tomvarghesejr
@drvantilburg
@ujjram

Top Replied-To in G3:
@socchi_kurokawa
@criticalcripple
@drhowardliu
@rcreed40
@sweetinthegale
@drmuneerabano
@tomfulop
@usnehal
@drmamakai
@mechapanda9k

Top Replied-To in G4:
@senatorshoshana
@nirajgusani
@faaboulos
@katelinamirkin
@drhowardliu
@jlkrasch
@heatheryeomd
@mankadmd
@denbojw
@drmanejwala

Top Replied-To in G5:
@jbrafel
@inceptioncap
@beagoulao
@adriandalca
@esklar
@resustonight
@sarahkdnp
@mbvanelzakker
@franciscomarty_
@milesgcohen

Top Replied-To in G6:
@chandan_khandai
@drmarleydoyle
@jcheemamd
@carolineylchen
@pash22
@drchoueiri

Top Replied-To in G7:
@jaymethern
@drhowardliu
@shrimplingsoup
@tomfolanmd
@allison_rants
@thatclinical
@drannamvaldez
@creativemeddose
@missleximatters
@karenerrichetti

Top Replied-To in G9:
@drbradjerson
@gidietitian
@tmhalephd
@prowdwomen

Top Replied-To in G10:
@drhowardliu
@naheedd
@alandrummond2
@jblackmermd
@mlgg2

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@arghavan_salles
@drjessigold
@karenerrichetti
@jjcolemanmd
@drnikkistamp
@usnehal
@aaholzer
@judgewren
@medicalaxioms

Top Mentioned in G1:
@drhowardliu
@drvantilburg
@judgewren
@ujjram
@arghavan_salles
@virusesimmunity
@nicolenugentphd
@rubraveenough
@epflcswccm
@jenheemstra

Top Mentioned in G2:
@drhowardliu
@arghavan_salles
@drjessigold
@jack_turban
@ktamirisamd
@juliesilvermd
@choo_ek
@judgewren
@boggildlab
@karenerrichetti

Top Mentioned in G3:
@jjcolemanmd
@drhowardliu
@aaholzer
@medicalaxioms
@usnehal
@karenerrichetti
@j_thepa
@theblondemd
@dbelardomd
@arghavan_salles

Top Mentioned in G4:
@drhowardliu
@kathrynfalbo
@dmcdrecovery
@mdsantopietro
@brookem_feldman
@devin_reaves
@rdashford
@dremilybrunner
@drmanejwala
@kodykinsley

Top Mentioned in G5:
@nyugrossman
@nyulmc_iime
@grepmeded
@nihdirector
@brief_19
@leorahorwitzmd
@drhowardliu
@maya_michigan
@niaidnews
@khochmanmd

Top Mentioned in G6:
@drhowardliu
@drdixonftw
@drdebraatkisson
@drjessigold
@tarrantcms
@doctorwes
@mass_marion
@anish_koka
@amychomd
@sonodoc99

Top Mentioned in G7:
@drhowardliu
@somedocs
@drsupersalty
@jmugele
@kendberrymd
@nursejustinrn
@tomfolanmd
@reeprn
@kanagalshamanna
@drmaypole

Top Mentioned in G8:

Top Mentioned in G9:
@drhowardliu
@gutdoc18
@joshuatylermd
@sachdevmd
@fudmanmd
@jdgomezmd
@drmohdzein
@drkylestaller
@davidfaleckmd
@robbethune

Top Mentioned in G10:
@drhowardliu
@kevinsmithuhn
@cma_docs
@celliottability
@fordnation
@uoft_dlsph
@hqontario
@drjoshuatepper
@drbobbell
@steinibrown

Top Tweeters
Top Tweeters in Entire Graph:
@bliadhnaichean
@ligayaloyola
@lorimoreno
@lesleygsmith3
@halladayfan32
@theresamax
@sunnysingh_n6
@helloteamtrump
@walmart
@bob_stinson1234

Top Tweeters in G1:
@bliadhnaichean
@lesleygsmith3
@theresamax
@helloteamtrump
@sapphixy
@junkyardblonde
@bbcnews
@oldsalz
@npazderski
@caring_mobile

Top Tweeters in G2:
@lorimoreno
@morgfair
@yayayarndiva
@ketaminh
@kcs39194
@whirledcitizen_
@foxnews
@nytimes
@vernapolitics
@shicooks

Top Tweeters in G3:
@halladayfan32
@sunnysingh_n6
@bob_stinson1234
@mwforhr
@vabvox
@brucepknight
@leahmcelrath
@owillis
@sangyeh
@therealstanray

Top Tweeters in G4:
@walmart
@nordstrom
@senatorshoshana
@salenazito
@caro
@chrissyteigen
@scottadamssays
@uf
@k_schallhorn
@mattblaze

Top Tweeters in G5:
@rmack2x
@drjudystone
@fascinatorfun
@grawoig
@evasiu21
@foxandfriends
@djsnm
@itshojoz
@realdonaldtrump
@ekuorba

Top Tweeters in G6:
@kellyrek
@pfanderson
@pash22
@lsaldanamd
@subatomicdoc
@sonodoc99
@liz_oriordan
@dermhag
@gallahercaren
@rahatheart1

Top Tweeters in G7:
@nyt
@washingtonpost
@abc
@nbcnews
@noethematt
@smlungpathguy
@berci
@reeprn
@redtriage
@mloxton

Top Tweeters in G8:
@revmelanienola
@talentcoop
@maxpow3r11
@us_latino
@catchthebaby
@ceciliaquick
@sparkyb1
@peteqconsult
@karenntuiter
@dianazook

Top Tweeters in G9:
@nygovcuomo
@hopkinsmedicine
@fordvox
@drdooleymd
@drchristinemann
@dcharabaty
@poncedesouza
@acrmtweets
@ramansharmamd
@mvgutierrezmd

Top Tweeters in G10:
@bbcworld
@picardonhealth
@theagenda
@mlgg2
@alandrummond2
@peterasinger
@hanigsberg
@justintrudeau
@cbchealth
@ontariosdoctors


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