DrHowardLiu, Twitter, 8/5/2020 1:41:35 AM, 231874


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DrHowardLiu_2020-08-04_17-52-00.xlsx
DrHowardLiu_2020-08-04_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/33qjsya
@drhowardliu
@epflcswccm
@boggildlab
@docbasia
@arghavan_salles
@judgewren
@drvantilburg
@drjessigold
@marquescata
@ujjram

Top hashtags:
#womeninmedicine
#medtwitter
#heforshe
#masks
#telehealth
#neverfeelguiltyfor

Description:
Description
The graph represents a network of 2,488 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, 05 August 2020 at 00:55 UTC.

The requested start date was Wednesday, 05 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, 13-hour, 3-minute period from Wednesday, 22 July 2020 at 00:20 UTC to Tuesday, 04 August 2020 at 13:24 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 : 2488
Unique Edges : 10538
Edges With Duplicates : 27668
Total Edges : 38206
Number of Edge Types : 5
Replies to : 1787
Retweet : 1455
MentionsInRetweet : 6943
Mentions : 27767
Tweet : 254
Self-Loops : 281
Reciprocated Vertex Pair Ratio : 0.109029677962534
Reciprocated Edge Ratio : 0.196621749857658
Connected Components : 26
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 2458
Maximum Edges in a Connected Component : 38171
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.835317
Graph Density : 0.00255460225972485
Modularity : 0.256693
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,488 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, 05 August 2020 at 00:55 UTC.

The requested start date was Wednesday, 05 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, 13-hour, 3-minute period from Wednesday, 22 July 2020 at 00:20 UTC to Tuesday, 04 August 2020 at 13:24 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:
[21] https://news.yale.edu/2020/07/27/improve-students-mental-health-yale-study-finds-teach-them-breathe
[10] https://www.commonwealthfund.org/blog/2020/how-states-can-meet-mental-health-needs-during-pandemic-and-beyond#.XyMRleaR_UU.twitter
[8] https://twitter.com/drhowardliu/status/1287559155897663488
[7] https://www.americanprogress.org/issues/education-k-12/news/2020/07/28/488044/mental-health-support-students-color-coronavirus-pandemic/
[7] https://www.linkedin.com/groups/4172177/
[7] https://www.nytimes.com/2020/07/27/well/family/children-special-needs-pandemic.html?smid=tw-share
[7] https://www.npr.org/2020/07/20/893227012/how-pandemic-has-affected-mental-health-of-lgbtq-youth-in-the-u-s?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://twitter.com/drhowardliu/status/1287368291250507778
[6] https://twitter.com/DrHowardLiu/status/1287559155897663488
[5] https://twitter.com/DrHowardLiu/status/1287750352801009667

Top URLs in Tweet in G1:
[5] https://news.yale.edu/2020/07/27/improve-students-mental-health-yale-study-finds-teach-them-breathe
[4] https://twitter.com/_harrypaul_/status/1289589771950419970
[4] https://twitter.com/DrHowardLiu/status/1287750352801009667
[4] https://omaha.com/opinion/midlands-voices-mental-health-substance-abuse-treatment-deserve-states-strong-support/article_378428cf-5da8-53c4-afbb-dc44ba95e63a.html
[3] https://twitter.com/jerisasser/status/1287521781973045250
[3] https://twitter.com/drhowardliu/status/1287368291250507778
[3] https://twitter.com/DrHowardLiu/status/1286367236551147520
[2] https://twitter.com/drdanielgih/status/1287490327738290176
[2] https://twitter.com/arghavan_salles/status/1289279449280548864
[2] https://twitter.com/tylerblack32/status/1286713750624641027

Top URLs in Tweet in G2:
[2] https://www.medpagetoday.com/infectiousdisease/covid19/87323
[2] https://pubmed.ncbi.nlm.nih.gov/24981657/
[1] https://twitter.com/i/web/status/1288553539464134656
[1] https://time.com/5484506/fertility-egg-freezing/
[1] https://twitter.com/i/web/status/1286874703009783808
[1] https://twitter.com/i/web/status/1286932621029597184
[1] https://twitter.com/i/web/status/1287096117901922304
[1] https://twitter.com/i/web/status/1287310092858097667
[1] https://twitter.com/i/web/status/1287571708887498753
[1] https://twitter.com/drkaticordts/status/1289206141482700800

Top URLs in Tweet in G3:
[16] https://news.yale.edu/2020/07/27/improve-students-mental-health-yale-study-finds-teach-them-breathe
[9] https://www.commonwealthfund.org/blog/2020/how-states-can-meet-mental-health-needs-during-pandemic-and-beyond#.XyMRleaR_UU.twitter
[7] https://www.linkedin.com/groups/4172177/
[7] https://www.npr.org/2020/07/20/893227012/how-pandemic-has-affected-mental-health-of-lgbtq-youth-in-the-u-s?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://www.nytimes.com/2020/07/27/well/family/children-special-needs-pandemic.html?smid=tw-share
[5] https://www.americanprogress.org/issues/education-k-12/news/2020/07/28/488044/mental-health-support-students-color-coronavirus-pandemic/
[4] https://www.govexec.com/management/2020/07/mental-health-crisis-spreading-faster-our-infrastructure-can-support/167197/
[4] https://www.usatoday.com/story/news/education/2020/07/31/covid-online-school-kids-mental-health-teachers/5529846002/
[4] https://medcitynews.com/2020/07/shattering-the-fourth-wall-the-shared-behavioral-health-experiences/
[4] https://www.boston.com/news/local-news/2020/07/24/deedees-cry-mental-health-communities-of-color?event=event51

Top URLs in Tweet in G4:
[2] https://twitter.com/DrHowardLiu/status/1289296993164988416
[1] https://twitter.com/i/web/status/1288555613811814401
[1] https://twitter.com/i/web/status/1288137451916210177
[1] https://twitter.com/DrHowardLiu/status/1287006975436509184
[1] https://twitter.com/drhowardliu/status/1287233393609125894
[1] https://twitter.com/stephrstephr/status/1288221299454676996
[1] https://twitter.com/i/web/status/1288419786452598784
[1] https://twitter.com/i/web/status/1288237589955305473
[1] https://twitter.com/i/web/status/1288284881009750024
[1] https://www.pictureascientist.com/#host-section

Top URLs in Tweet in G5:
[1] https://twitter.com/amwadoctors/status/1275881502149091335
[1] https://twitter.com/NMFonline/status/1285994755860713473
[1] https://twitter.com/i/web/status/1287298670912659457
[1] https://twitter.com/i/web/status/1287138468980695040

Top URLs in Tweet in G6:
[3] https://amp.cnn.com/cnn/2020/07/23/health/cdc-coronavirus-school-guidelines-new/index.html
[1] https://twitter.com/drhowardliu/status/1287559155897663488
[1] https://adc.bmj.com/content/105/7/618
[1] https://twitter.com/germhuntermd/status/1286388516839018496?s=21
[1] https://twitter.com/germhuntermd/status/1286388516839018496
[1] https://twitter.com/i/web/status/1287956438476718081
[1] https://twitter.com/PeterHotez/status/1286476705113178112?s=20
[1] https://www.politifact.com/factchecks/2020/apr/09/facebook-posts/trump-has-tiny-financial-stake-company-manufacture/
[1] https://www.forbes.com/sites/brucelee/2020/07/14/trump-administration-to-hospitals-dont-send-covid-19-coronavirus-data-to-cdc/#543aea7760f8
[1] https://pediatrics.aappublications.org/content/146/2/e2020004879

Top URLs in Tweet in G7:
[4] https://www.scripps.edu/news-and-events/press-room/2020/20200730-janda-heroinvaccine.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpsy%2Farticle%2FPIIS2215-0366%2820%2930308-4%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[1] https://twitter.com/RasuShrestha/status/1288238607937998848?s=19
[1] https://twitter.com/RasuShrestha/status/1289987332309835776?s=19

Top URLs in Tweet in G10:
[2] https://twitter.com/DrHowardLiu/status/1287563534029721606
[1] https://pubmed.ncbi.nlm.nih.gov/32065768/
[1] https://twitter.com/DrHowardLiu/status/1289340297734807553
[1] https://twitter.com/DrHowardLiu/status/1287560682679009280
[1] https://twitter.com/drhowardliu/status/1287559155897663488

Top Domains
Top Domains in Tweet in Entire Graph:
[692] twitter.com
[21] yale.edu
[14] cnn.com
[10] apple.com
[10] npr.org
[10] commonwealthfund.org
[9] nytimes.com
[7] americanprogress.org
[7] unmc.edu
[7] linkedin.com

Top Domains in Tweet in G1:
[499] twitter.com
[11] cnn.com
[7] unmc.edu
[5] yale.edu
[4] omaha.com
[3] jamanetwork.com
[2] yahoo.com
[2] strava.com
[2] nebraskamed.com
[2] nytimes.com

Top Domains in Tweet in G2:
[77] twitter.com
[8] apple.com
[2] medpagetoday.com
[2] nih.gov
[1] time.com
[1] scientificamerican.com
[1] nytimes.com
[1] youtube.com
[1] facesofdigitalhealth.com
[1] boggildlab.ca

Top Domains in Tweet in G3:
[22] twitter.com
[16] yale.edu
[9] commonwealthfund.org
[9] npr.org
[7] linkedin.com
[6] nytimes.com
[5] americanprogress.org
[4] govexec.com
[4] usatoday.com
[4] medcitynews.com

Top Domains in Tweet in G4:
[24] twitter.com
[1] pictureascientist.com

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

Top Domains in Tweet in G6:
[7] twitter.com
[3] cnn.com
[1] bmj.com
[1] politifact.com
[1] forbes.com
[1] aappublications.org
[1] acsh.org

Top Domains in Tweet in G7:
[4] scripps.edu
[1] elsevierhealth.com

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

Top Domains in Tweet in G10:
[5] twitter.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] womeninmedicine
[45] medtwitter
[45] heforshe
[34] masks
[32] telehealth
[26] neverfeelguiltyfor
[23] stopsuicide
[23] beheretomorrow
[22] psychtwitter
[21] meded



Top Hashtags in Tweet in G1:
[50] womeninmedicine
[29] telehealth
[28] masks
[23] neverfeelguiltyfor
[22] heforshe
[21] psychtwitter
[18] meded
[13] medtwitter
[12] mentalhealth
[10] womeninstem

Top Hashtags in Tweet in G2:
[16] medtwitter
[11] intheladiesroom
[10] wearamask
[9] heforshe
[8] medbikini
[6] medstudenttwitter
[5] womeninmedicine
[5] nbfsquad
[5] suicideawareness
[5] racism

Top Hashtags in Tweet in G3:
[16] stopsuicide
[16] beheretomorrow
[5] sdomh
[4] collectivetrauma
[3] tememedmena
[3] telepsychiatry
[3] breakthesilence
[3] medtwitter
[3] science
[3] whiteprivilege

Top Hashtags in Tweet in G4:
[2] girlpower
[2] womeninscience
[2] womeninstem
[2] womensupportingwomen
[1] team
[1] badasswomeninscience
[1] medbikini
[1] womenforwomen

Top Hashtags in Tweet in G5:
[2] medtwitter
[1] medicaleducation
[1] residency
[1] acgme
[1] academictwitter
[1] medstudenttwitter
[1] surgerytwitter

Top Hashtags in Tweet in G6:
[3] covid19
[2] coronavirus
[1] disabilityrights
[1] masks
[1] telehealth
[1] womeninmedicine
[1] school
[1] covid_19
[1] socialism
[1] commonsense

Top Hashtags in Tweet in G7:
[1] mentalhealth
[1] covid19
[1] recovery
[1] sud
[1] oud
[1] mat

Top Hashtags in Tweet in G8:
[1] schoolsreopening
[1] covid19
[1] ilooklikeasurgeon

Top Hashtags in Tweet in G9:
[1] selfcare

Top Hashtags in Tweet in G10:
[8] womeninmedicine
[7] disabilities
[6] heforshe
[4] genderpaygap
[2] neverfeelguiltyfor
[2] ff
[2] followfriday
[1] sundaythoughts
[1] sundayvibes
[1] positivity

Top Words
Top Words in Tweet in Entire Graph:
[2418] drhowardliu
[632] arghavan_salles
[554] drlindamd
[409] pedsmamadoc
[357] drjessigold
[338] jjcolemanmd
[336] mvp_pediatric
[336] divadocsbos
[316] physicianswkly
[315] mdaware

Top Words in Tweet in G1:
[1303] drhowardliu
[259] drdanielgih
[196] rubraveenough
[190] arghavan_salles
[180] health
[178] thanks
[164] sastrongmd
[154] admsep
[150] jenheemstra
[140] work

Top Words in Tweet in G2:
[578] drhowardliu
[369] drlindamd
[274] jjcolemanmd
[263] chenbariatrics1
[263] zoewhinton
[263] pedsmamadoc
[263] docbasia
[259] drcswilliam
[253] usnehal
[252] arghavan_salles

Top Words in Tweet in G3:
[198] drhowardliu
[100] judgewren
[92] health
[74] mental
[64] epflcswccm
[46] qaalihussein1
[38] nicolenugentphd
[37] drfna
[37] lashnolen
[36] 365diversityllc

Top Words in Tweet in G4:
[55] drhowardliu
[50] drmahaliad
[50] boggildlab
[47] naijalola
[46] virusesimmunity
[40] jenheemstra
[38] lsollelis
[37] susannalharris
[32] lauraflowerse
[31] juliesilvermd

Top Words in Tweet in G5:
[16] drhowardliu
[14] drdevirgilio
[11] forgiveness
[11] powerful
[11] instrument
[10] hope
[10] finding
[10] elusive
[10] buried
[10] deep

Top Words in Tweet in G6:
[140] drhowardliu
[134] tomfolanmd
[134] drlindamd
[133] drtoddwo
[132] juliesilvermd
[131] physicianswkly
[130] drtaras
[130] mvp_pediatric
[128] mdjorgemoreno
[125] pedsmamadoc

Top Words in Tweet in G7:
[8] drhowardliu
[7] hfhope
[7] tamsin_j_ford
[7] hatchstephani
[7] matthewhotopf
[7] profannjohn
[7] wesselys
[7] mcmanussally
[7] v2019n
[7] stuckonsw

Top Words in Tweet in G8:
[30] drhowardliu
[26] helenburstin
[26] choo_ek
[24] mathisonian
[24] jamesglanz
[24] joshkellerjosh
[24] gnayyar
[21] rasushrestha
[18] daniel_kraft
[17] tomvarghesejr

Top Words in Tweet in G9:
[13] drhowardliu
[11] drchowdharymd
[11] tomvarghesejr
[11] tomfolanmd
[11] dr_tvthomasmd
[11] jwitt9
[11] sprakermdphd
[11] drmattmcfarlane
[11] evanthomas84
[10] cc

Top Words in Tweet in G10:
[16] drhowardliu
[10] women
[9] erinmichos
[9] health
[8] #womeninmedicine
[7] many
[7] reminder
[7] before
[7] ada
[7] generation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[284] drlindamd,chenbariatrics1
[276] chenbariatrics1,zoewhinton
[258] drcswilliam,drlindamd
[243] drharrythomas,drcswilliam
[238] kevin_ro,drharrythomas
[225] usnehal,kevin_ro
[217] rzchipmd,jjcolemanmd
[192] zoewhinton,rzchipmd
[185] mental,health
[177] drtoddwo,drtaras

Top Word Pairs in Tweet in G1:
[109] mental,health
[83] kazjnelson,drhowardliu
[75] admsep,danaramlmd
[75] danaramlmd,drdanielgih
[75] drdanielgih,lehmannslehman
[75] lehmannslehman,bjbroman
[75] bjbroman,glbdallaghan
[75] glbdallaghan,2lindamlove
[71] 2lindamlove,sastrongmd
[61] male,colleagues

Top Word Pairs in Tweet in G2:
[262] drlindamd,chenbariatrics1
[256] chenbariatrics1,zoewhinton
[241] drcswilliam,drlindamd
[226] drharrythomas,drcswilliam
[222] kevin_ro,drharrythomas
[218] usnehal,kevin_ro
[195] rzchipmd,jjcolemanmd
[176] zoewhinton,rzchipmd
[139] andrewswright,gianamontana
[131] mdaware,mvp_pediatric

Top Word Pairs in Tweet in G3:
[64] mental,health
[36] tsaiduck77,lashnolen
[35] drfna,academics4bsw
[33] lashnolen,365diversityllc
[33] 365diversityllc,drhowardliu
[25] amandajoymd,qaalihussein1
[23] judgewren,drhowardliu
[22] qaalihussein1,jenny__rowley
[22] jenny__rowley,tsaiduck77
[21] drhowardliu,londyloo

Top Word Pairs in Tweet in G4:
[49] boggildlab,drhowardliu
[48] drmahaliad,boggildlab
[45] drhowardliu,virusesimmunity
[43] naijalola,drmahaliad
[40] virusesimmunity,jenheemstra
[37] jenheemstra,susannalharris
[32] susannalharris,lauraflowerse
[31] lauraflowerse,juliesilvermd
[30] juliesilvermd,rubraveenough
[30] rubraveenough,tomvarghesejr

Top Word Pairs in Tweet in G5:
[11] powerful,instrument
[10] forgiveness,powerful
[10] instrument,finding
[10] finding,elusive
[10] elusive,buried
[10] buried,deep
[10] deep,bottom
[10] bottom,toolbox
[9] despite,going
[9] going,retain

Top Word Pairs in Tweet in G6:
[127] drtoddwo,drtaras
[121] mdjorgemoreno,cynthiatanon
[121] cynthiatanon,twitter
[121] twitter,drfna
[120] mvp_pediatric,mdjorgemoreno
[120] drfna,uche_blackstock
[120] uche_blackstock,alikhan28
[119] alikhan28,juliesilvermd
[119] divadocsbos,etsshow
[119] etsshow,drjessigold

Top Word Pairs in Tweet in G7:
[7] hfhope,tamsin_j_ford
[7] tamsin_j_ford,hatchstephani
[7] hatchstephani,matthewhotopf
[7] matthewhotopf,profannjohn
[7] profannjohn,wesselys
[7] wesselys,mcmanussally
[7] mcmanussally,v2019n
[6] alvie_barr,hfhope
[6] v2019n,infectiousdz
[6] infectiousdz,dewalindsay

Top Word Pairs in Tweet in G8:
[26] helenburstin,drhowardliu
[26] drhowardliu,choo_ek
[24] mathisonian,jamesglanz
[24] jamesglanz,joshkellerjosh
[24] joshkellerjosh,helenburstin
[24] choo_ek,gnayyar
[18] gnayyar,daniel_kraft
[15] daniel_kraft,tomvarghesejr
[15] tomvarghesejr,drleanawen
[11] rasushrestha,mathisonian

Top Word Pairs in Tweet in G9:
[11] dr_tvthomasmd,drhowardliu
[11] drhowardliu,jwitt9
[11] jwitt9,sprakermdphd
[10] drchowdharymd,cc
[10] cc,tomvarghesejr
[10] tomvarghesejr,tomfolanmd
[10] tomfolanmd,dr_tvthomasmd
[10] sprakermdphd,drmattmcfarlane
[10] drmattmcfarlane,evanthomas84
[10] evanthomas84,niravvpa

Top Word Pairs in Tweet in G10:
[7] drhowardliu,reminder
[7] reminder,before
[7] before,ada
[7] ada,generation
[7] generation,activists
[7] activists,spoke
[7] spoke,bias
[7] bias,against
[7] against,people
[7] people,#disabilities

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@rlamartini
@arghavan_salles
@drlindamd
@boggildlab
@drchowdharymd
@drdanijackson
@rubraveenough
@jenheemstra
@lindanguyenmd

Top Replied-To in G1:
@drhowardliu
@arghavan_salles
@rubraveenough
@jenheemstra
@lindanguyenmd
@drvantilburg
@tylerblack32
@chandan_khandai
@ujjram
@docmirza

Top Replied-To in G2:
@drhowardliu
@drchowdharymd
@boggildlab
@rlamartini
@drdanijackson
@drdonnica
@ktamirisamd
@pedsmamadoc
@docbasia
@poorvidesaimd

Top Replied-To in G3:
@drhowardliu
@wokedoctors
@londyloo
@jenny__rowley
@arghavan_salles
@drdanijackson
@judgewren
@amandajoymd
@drvantilburg
@epflcswccm

Top Replied-To in G4:
@marquescata
@julianamarthasa
@joanarcf
@helenpprice
@naijalola
@kristindownie
@drmahaliad
@stephrstephr
@mariana_deniz
@lsollelis

Top Replied-To in G5:
@drdevirgilio
@cchristmcolleen
@meggerber
@uche_blackstock
@drhowardliu
@drfna
@fumikochino
@alikhan28
@judgewren
@yan_cho_md

Top Replied-To in G6:
@rlamartini
@drlindamd
@physicianswkly
@sayfuturemed
@tomfolanmd
@drhowardliu
@bruce_y_lee
@drtaras
@fighter_kids
@jillgrimesmd

Top Replied-To in G7:
@lamsalebanon
@alvie_barr
@lindanguyenmd

Top Replied-To in G8:
@rasushrestha
@tweetssiddharth
@cascadia
@iwantjoe2020
@drloriandersen
@furiousbeargam1
@drjessigold
@futuredocs
@lewismlevy

Top Replied-To in G9:
@amyoxentenkomd
@healthcarewen

Top Replied-To in G10:
@drhowardliu

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@arghavan_salles
@drlindamd
@pedsmamadoc
@drjessigold
@jjcolemanmd
@divadocsbos
@mvp_pediatric
@mdaware
@physicianswkly

Top Mentioned in G1:
@drhowardliu
@drdanielgih
@rubraveenough
@sastrongmd
@arghavan_salles
@admsep
@kazjnelson
@jack_turban
@jenheemstra
@drjessigold

Top Mentioned in G2:
@drhowardliu
@drlindamd
@jjcolemanmd
@chenbariatrics1
@zoewhinton
@pedsmamadoc
@drcswilliam
@arghavan_salles
@docbasia
@usnehal

Top Mentioned in G3:
@drhowardliu
@judgewren
@epflcswccm
@qaalihussein1
@nicolenugentphd
@drfna
@lashnolen
@tsaiduck77
@365diversityllc
@academics4bsw

Top Mentioned in G4:
@drhowardliu
@boggildlab
@drmahaliad
@virusesimmunity
@naijalola
@jenheemstra
@susannalharris
@lsollelis
@lauraflowerse
@juliesilvermd

Top Mentioned in G5:
@drhowardliu
@drdevirgilio
@cedricmbrightmd
@atulgrovermd
@cc
@drrgebhard
@gradydoctor
@cjstreed
@cclaremdmph
@choo_ek

Top Mentioned in G6:
@drhowardliu
@juliesilvermd
@drtoddwo
@mvp_pediatric
@mdjorgemoreno
@drtaras
@tomfolanmd
@pedsmamadoc
@arghavan_salles
@cynthiatanon

Top Mentioned in G7:
@drhowardliu
@hfhope
@tamsin_j_ford
@hatchstephani
@matthewhotopf
@profannjohn
@wesselys
@mcmanussally
@v2019n
@stuckonsw

Top Mentioned in G8:
@drhowardliu
@helenburstin
@choo_ek
@mathisonian
@jamesglanz
@joshkellerjosh
@gnayyar
@daniel_kraft
@tomvarghesejr
@drleanawen

Top Mentioned in G9:
@drhowardliu
@drchowdharymd
@tomvarghesejr
@tomfolanmd
@dr_tvthomasmd
@jwitt9
@sprakermdphd
@drmattmcfarlane
@evanthomas84

Top Mentioned in G10:
@drhowardliu
@erinmichos
@drmarl
@drh
@iwin_2020
@plubold
@ktamirisamd
@hea
@judgewren
@jkaufmanconsult

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@mccarrenbill
@femtech_
@lizditz
@brontyman
@blogdiva
@morgfair
@nembotavy_0101
@michaelorndoff
@alresfordbear

Top Tweeters in G1:
@delta
@mccarrenbill
@lizditz
@brontyman
@alresfordbear
@nytimes
@vernapolitics
@vivmilano
@npazderski
@sameihuda

Top Tweeters in G2:
@bostonglobe
@abc
@wordfinga
@ayirpelle
@mdaware
@whaaf
@cancergeek
@dlmluckytiger
@uriebay
@anastasiasmihai

Top Tweeters in G3:
@morgfair
@nembotavy_0101
@patriciasinglet
@kane007
@shicooks
@radiofreetom
@usatoday
@juliebhunt
@bostondotcom
@susanadeleonmd

Top Tweeters in G4:
@femtech_
@curexcomplex
@lizszabo
@kyt_thatsme
@nycuratrix
@kristindownie
@girlymicro
@pracheeac
@sheencr
@kjhaxton

Top Tweeters in G5:
@aynrandtaughtme
@deepblueusa123
@jfletchermd
@t2dremission
@sara_jiang
@drraymd
@atulgrovermd
@indupartha
@alikhan28
@shiyunzhao

Top Tweeters in G6:
@deeenst
@sybilt2
@rlamartini
@mclneuro
@kevinmd
@medscape
@akkaufman
@aunpalmquist
@allergykidsdoc
@drsinhaesq

Top Tweeters in G7:
@stuckonsw
@infectiousdz
@diana_jaalouk
@janoldenburg
@zeroharmnow
@v2019n
@tamsin_j_ford
@aliaadani
@classitudemd
@lamsalebanon

Top Tweeters in G8:
@michaelorndoff
@delunavintage
@newsneus
@surfspup
@drnic1
@catchthebaby
@iwantjoe2020
@rasushrestha
@colin_hung
@irmaraste

Top Tweeters in G9:
@blogdiva
@marciasgreen
@drferdowsi
@politicswatch15
@joebabaian
@wheezynurse
@mikemooredo
@healthcarewen
@drericlevi
@coherencemed

Top Tweeters in G10:
@cynthiamn5
@realcruzhenry
@a_rosie_life
@nomaddaddy
@gloriamiele
@liangrhea
@stageleft23
@erinmichos
@charseamarie
@jkaufmanconsult