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DrHowardLiu_2020-09-22_18-03-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3coeuEF
@drhowardliu
@drjessigold
@epflcswccm
@do_kinder
@sastrongmd
@closler
@drvantilburg
@boggildlab
@kateneuropsych
@gretchenlasalle

Top hashtags:
#elevatetheconvo
#covid19
#mentalhealth
#askreuters
#coping
#stopsuicide

Description:
Description
The graph represents a network of 2,183 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, 23 September 2020 at 01:05 UTC.

The requested start date was Wednesday, 23 September 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, 57-minute period from Wednesday, 09 September 2020 at 00:31 UTC to Tuesday, 22 September 2020 at 23:28 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 : 2183
Unique Edges : 5891
Edges With Duplicates : 12545
Total Edges : 18436
Number of Edge Types : 5
MentionsInRetweet : 4998
Mentions : 10351
Retweet : 1587
Replies to : 1214
Tweet : 286
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.115970759509354
Reciprocated Edge Ratio : 0.207838347951593
Connected Components : 22
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 2158
Maximum Edges in a Connected Component : 18409
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.820534
Graph Density : 0.00189091357977002
Modularity : 0.296131
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,183 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, 23 September 2020 at 01:05 UTC.

The requested start date was Wednesday, 23 September 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, 57-minute period from Wednesday, 09 September 2020 at 00:31 UTC to Tuesday, 22 September 2020 at 23:28 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:
[17] https://www.nytimes.com/2020/09/09/parenting/mental-health-parents-coronavirus.html?smid=tw-share
[12] https://www.wired.com/story/mental-health-in-the-us-is-suffering-will-it-go-back-to-normal/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[10] http://www.technicianonline.com/news/article_23a67ac6-f31f-11ea-9a14-b307bbf353a1.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[9] https://www.independent.co.uk/news/world/coronavirus-mental-health-women-care-international-pandemic-b513903.html
[9] https://medcitynews.com/2020/09/mental-health-care-is-suffering-during-the-pandemic-new-data-shows-how-much/
[7] https://twitter.com/drhowardliu/status/1304228491735511040
[7] https://www.mychesco.com/a/news/national/hhs-invests-nearly-115-million-to-combat-the-opioid-crisis-in-rural-communities/
[6] https://twitter.com/LaurenYoung/status/1306295032765448193
[5] https://www.healthcarefinancenews.com/news/anxiety-and-depression-are-associated-medical-care-avoidance-during-covid-19-pandemic#.X1n60wh-p5M.twitter
[5] https://thehill.com/opinion/healthcare/513615-our-health-system-is-built-on-an-antiquated-model-of-care

Top URLs in Tweet in G1:
[6] https://twitter.com/LaurenYoung/status/1306295032765448193
[3] https://twitter.com/LaurenYoung/status/1306292264755437575
[3] https://twitter.com/BeeLockwood/status/1306299562655657984
[3] https://twitter.com/PreetiNMalani/status/1306294060437520384
[3] https://twitter.com/drhowardliu/status/1304228491735511040
[2] https://www.independent.co.uk/news/world/coronavirus-mental-health-women-care-international-pandemic-b513903.html
[2] https://twitter.com/jessmillar15/status/1305308670444605446
[2] https://twitter.com/LaurenYoung/status/1306301827508387842
[2] https://twitter.com/sspencerthomas/status/1306747276031918081
[2] https://jamanetwork.com/channels/health-forum/fullarticle/2766811

Top URLs in Tweet in G2:
[4] https://twitter.com/drhowardliu/status/1307663949899468801
[3] https://twitter.com/DrHowardLiu/status/1306753673586970624
[2] https://twitter.com/drhowardliu/status/1306745022008758272
[2] https://twitter.com/drhowardliu/status/1306069186112880640
[2] https://twitter.com/sspencerthomas/status/1306747276031918081
[2] https://twitter.com/DrHowardLiu/status/1306746181595340800
[2] https://twitter.com/drhowardliu/status/1304552470295715840
[1] https://www.amwa-doc.org/our-work/initiatives/gender-equity-task-force/her-time-is-now/
[1] https://twitter.com/i/web/status/1308544560985976832
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2762990

Top URLs in Tweet in G3:
[16] https://www.nytimes.com/2020/09/09/parenting/mental-health-parents-coronavirus.html?smid=tw-share
[11] https://www.wired.com/story/mental-health-in-the-us-is-suffering-will-it-go-back-to-normal/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[10] http://www.technicianonline.com/news/article_23a67ac6-f31f-11ea-9a14-b307bbf353a1.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[8] https://medcitynews.com/2020/09/mental-health-care-is-suffering-during-the-pandemic-new-data-shows-how-much/
[7] https://www.mychesco.com/a/news/national/hhs-invests-nearly-115-million-to-combat-the-opioid-crisis-in-rural-communities/
[6] https://www.independent.co.uk/news/world/coronavirus-mental-health-women-care-international-pandemic-b513903.html
[5] https://www.nytimes.com/2020/09/09/parenting/mental-health-parents-coronavirus.html
[5] https://thehill.com/opinion/healthcare/513615-our-health-system-is-built-on-an-antiquated-model-of-care
[4] https://www.npr.org/2020/09/18/913229469/mental-health-and-police-violence-how-crisis-intervention-teams-are-failing?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[4] https://www.healthcarefinancenews.com/news/anxiety-and-depression-are-associated-medical-care-avoidance-during-covid-19-pandemic#.X1n60wh-p5M.twitter

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1305950835730456581
[1] https://twitter.com/i/web/status/1307108007814279169
[1] https://twitter.com/i/web/status/1307107656524496903
[1] https://www.damemagazine.com/2020/01/20/women-doctors-leaving-medicine-is-a-crisis/
[1] http://tremendouslyoutspoken.blogspot.com/2020/01/welcome-to-academic-medicine-allow-me.html?m=1
[1] https://twitter.com/i/web/status/1305670090403307523
[1] https://twitter.com/i/web/status/1289934166956494848
[1] https://podcasts.apple.com/us/podcast/29-dr-drema-dial-youre-giving-me-headache-psycho-social/id1330779402?i=1000408198756?i=1000408198756
[1] https://twitter.com/i/web/status/1306425706792931328
[1] https://twitter.com/i/web/status/1307167602846859265

Top URLs in Tweet in G5:
[1] https://twitter.com/DrHowardLiu/status/1306069186112880640
[1] https://twitter.com/i/web/status/1304167671794073600
[1] https://twitter.com/i/web/status/1305923105404022784
[1] https://twitter.com/i/web/status/1304167198626324480
[1] https://twitter.com/i/web/status/1306220282646949888
[1] https://twitter.com/i/web/status/1306120313428729856
[1] https://twitter.com/i/web/status/1307206083455389696
[1] https://twitter.com/i/web/status/1307212485947260931
[1] https://twitter.com/i/web/status/1305791492984901632

Top URLs in Tweet in G6:
[1] https://twitter.com/IlseWiechers/status/1304421463131213824
[1] https://twitter.com/i/web/status/1306720291469615104
[1] https://twitter.com/drhowardliu/status/1306425026032345092
[1] https://twitter.com/drhowardliu/status/1306283503995289607
[1] https://twitter.com/i/web/status/1304092022689738754
[1] https://twitter.com/sherrirose/status/1304184715533058048?s=19
[1] https://twitter.com/PreventionAA/status/1305499180589346816
[1] https://twitter.com/DrDanielGih/status/1304078324822675459
[1] https://twitter.com/i/web/status/1305694576032780290
[1] https://twitter.com/i/web/status/1305611254665412608

Top URLs in Tweet in G7:
[1] https://jobs.uncc.edu/postings/32492

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=g2BH-f3

Top URLs in Tweet in G9:
[3] https://closler.org/passion-in-the-medical-profession/voting-as-part-of-clinical-excellence
[2] https://closler.org/lifelong-learning-in-clinical-excellence/full-body-under-white-coat
[1] https://twitter.com/drhowardliu/status/1303802954684731392
[1] https://twitter.com/drhowardliu/status/1306069186112880640
[1] https://closler.org/connecting-with-patients/the-unexpected-benefits-of-seeing-patients-virtually
[1] https://closler.org/connecting-with-patients/how-to-talk-with-patients-about-sexual-health
[1] https://closler.org/connecting-with-patients/were-all-in-this-together
[1] https://twitter.com/i/web/status/1305992575829057536
[1] https://twitter.com/i/web/status/1305986147252801536
[1] https://twitter.com/drhowardliu/status/1305334077789265921

Top URLs in Tweet in G10:
[4] https://sheleadshealthcare.com/wp-content/uploads/2020/09/HerTimeIsNow_Report.pdf
[1] https://twitter.com/ELAMProgram/status/1305563167628591106
[1] https://twitter.com/i/web/status/1305692798927081473
[1] https://twitter.com/DrHowardLiu/status/1303304460203163650

Top Domains
Top Domains in Tweet in Entire Graph:
[652] twitter.com
[31] nytimes.com
[12] wired.com
[10] technicianonline.com
[9] co.uk
[9] medcitynews.com
[9] cnn.com
[8] closler.org
[7] linkedin.com
[7] npr.org

Top Domains in Tweet in G1:
[375] twitter.com
[9] cnn.com
[8] nytimes.com
[3] youtube.com
[2] co.uk
[2] nih.gov
[2] jamanetwork.com
[2] unmc.edu
[2] reuters.com
[2] google.com

Top Domains in Tweet in G2:
[154] twitter.com
[3] google.com
[2] nytimes.com
[2] linkedin.com
[1] amwa-doc.org
[1] jamanetwork.com
[1] healthcarefinancenews.com
[1] scarymommy.com
[1] kasiaurbaniak.com
[1] aacap.org

Top Domains in Tweet in G3:
[28] twitter.com
[21] nytimes.com
[11] wired.com
[10] technicianonline.com
[8] medcitynews.com
[7] mychesco.com
[7] npr.org
[6] co.uk
[5] thehill.com
[4] healthcarefinancenews.com

Top Domains in Tweet in G4:
[28] twitter.com
[1] damemagazine.com
[1] blogspot.com
[1] apple.com
[1] sleepmystery.org

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

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

Top Domains in Tweet in G7:
[1] uncc.edu

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

Top Domains in Tweet in G9:
[8] closler.org
[5] twitter.com
[1] lemonaidhealth.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] elevatetheconvo
[142] covid19
[126] mentalhealth
[84] askreuters
[67] coping
[28] stopsuicide
[28] beheretomorrow
[28] heforshe
[23] hertimeisnow
[19] mentalhealthmatters



Top Hashtags in Tweet in G1:
[82] askreuters
[62] elevatetheconvo
[34] mentalhealth
[28] covid19
[15] unmcpsychgr
[10] maskup
[9] japaneseamerican
[9] coping
[8] addiction
[8] halloween

Top Hashtags in Tweet in G2:
[107] elevatetheconvo
[71] covid19
[67] mentalhealth
[46] coping
[14] heforshe
[11] hertimeisnow
[8] resilience
[6] leadership
[5] medtwitter
[4] maskup

Top Hashtags in Tweet in G3:
[26] stopsuicide
[26] beheretomorrow
[23] covid19
[17] mentalhealth
[10] mentalhealthmatters
[9] elevatetheconvo
[9] leadership
[7] coping
[7] covid_19
[7] depression

Top Hashtags in Tweet in G4:
[13] covid19
[3] wim
[3] pandemic
[3] meded
[2] womeninmedicine
[2] mentalhealth
[2] coping
[2] healthequity
[2] blacklivesmatter
[2] heforshe

Top Hashtags in Tweet in G5:
[1] covid19
[1] twitterfamily
[1] freenestor
[1] hippo

Top Hashtags in Tweet in G6:
[3] unmcilead
[2] elevatetheconvo
[1] mentalhealth
[1] covid
[1] unmcaddictionmed
[1] unmcfamilymed
[1] digitalhealth
[1] nature
[1] virtual
[1] coping

Top Hashtags in Tweet in G7:
[9] health
[9] policy
[9] public
[1] covid19

Top Hashtags in Tweet in G8:
[2] lgbt
[1] lgbtq
[1] cyberbullying
[1] wimupstanderchat
[1] sdgs
[1] lgbtqiaoftwitter
[1] lgbtqtogether
[1] lgbtqoftwitter
[1] lgbti
[1] izzykalman

Top Hashtags in Tweet in G9:
[7] nationalvoterregistrationday
[5] meded
[5] roshhashanah
[4] medtwitter
[3] covid19
[2] elevatetheconvo
[1] halloween
[1] coping
[1] protip
[1] telehealth

Top Hashtags in Tweet in G10:
[9] heforshe
[5] hertimeisnow
[4] worklifebalance
[4] readthereport
[4] twitterfamily
[1] representationmatters
[1] femaleleaders
[1] womeninmedicine
[1] womeninthecsuite
[1] diversityingi

Top Words
Top Words in Tweet in Entire Graph:
[2081] drhowardliu
[375] health
[331] mental
[320] drjessigold
[311] many
[273] kids
[240] drvantilburg
[233] pandemic
[223] child
[200] boggildlab

Top Words in Tweet in G1:
[846] drhowardliu
[219] many
[207] health
[187] mental
[186] kids
[151] child
[137] psychiatrist
[129] pandemic
[110] need
[94] suicide

Top Words in Tweet in G2:
[693] drhowardliu
[116] amyoxentenkomd
[112] shikhajainmd
[108] drjessigold
[107] #elevatetheconvo
[105] tomvarghesejr
[96] virusesimmunity
[94] drdanielgih
[91] jenheemstra
[85] drvantilburg

Top Words in Tweet in G3:
[171] drhowardliu
[102] judgewren
[88] health
[82] mental
[81] epflcswccm
[48] 1of2vics
[44] crisis
[35] nicolenugentphd
[35] pandemic
[34] bartandrews

Top Words in Tweet in G4:
[188] drhowardliu
[177] boggildlab
[138] docbasia
[127] mymomthesurgeon
[125] hvanspall
[116] ktamirisamd
[106] cardiacpa1
[98] jointdocshields
[91] mvp_pediatric
[90] leahhoustonmd

Top Words in Tweet in G5:
[47] drhowardliu
[34] drvantilburg
[28] drjessigold
[26] jonathanstea
[24] reginegalanti
[22] drmikestanton
[19] nicolenugentphd
[17] docbasia
[16] tylerblack32
[14] yorklawlondon

Top Words in Tweet in G6:
[40] drhowardliu
[23] acadpsychiatry
[23] kellyrheamac
[23] adelizza
[22] drdanielgih
[19] hippocratichope
[17] unmcpsychiatry
[17] drkenzoucha
[15] drpsychmd
[15] 2lindamlove

Top Words in Tweet in G7:
[10] uncc_chhs
[9] docrobphd23
[9] hiring
[9] distinguished
[9] professor
[9] #health
[9] #policy
[9] #public
[9] health
[9] plz

Top Words in Tweet in G8:
[5] gradydoctor
[4] etsshow
[4] aoglasser
[4] drhowardliu
[4] sherylheron
[4] timcunninghamrn
[4] desousanancy
[4] stansonu
[4] amyychenmd1
[4] chrisho_md

Top Words in Tweet in G9:
[32] drhowardliu
[23] closler
[13] make
[11] mkellyhedrick
[11] drjessigold
[10] pts
[10] koenigadam
[9] year
[9] tmprowell
[9] chasetmanderson

Top Words in Tweet in G10:
[16] drhowardliu
[9] #heforshe
[8] harriethopfmd
[7] leohopf
[7] uofu_anes_chair
[7] uofuhealth
[6] lindanguyenmd
[5] drvantilburg
[5] arghavan_salles
[5] bmoshiree

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[308] mental,health
[142] child,psychiatrist
[132] virusesimmunity,jenheemstra
[113] many,kids
[104] drhowardliu,child
[102] rubraveenough,virusesimmunity
[95] kids,teens
[93] leahhoustonmd,mymomthesurgeon
[92] psychiatrist,sat
[92] sat,bedside

Top Word Pairs in Tweet in G1:
[173] mental,health
[110] child,psychiatrist
[90] many,kids
[81] drhowardliu,child
[78] kids,teens
[75] psychiatrist,sat
[75] sat,bedside
[75] bedside,many
[74] teens,suicide
[74] suicide,attempt

Top Word Pairs in Tweet in G2:
[69] virusesimmunity,jenheemstra
[52] rubraveenough,virusesimmunity
[51] mental,health
[45] michellecardel,tomvarghesejr
[43] jenheemstra,amyoxentenkomd
[41] drdanielgih,sastrongmd
[39] amyoxentenkomd,michellecardel
[36] drvantilburg,rubraveenough
[35] drhowardliu,drvantilburg
[33] #coping,#covid19

Top Word Pairs in Tweet in G3:
[81] mental,health
[32] judgewren,drhowardliu
[29] dramandamcgough,judgewren
[26] health,crisis
[26] sunday,morning
[25] easy,sunday
[25] morning,#stopsuicide
[25] #stopsuicide,#beheretomorrow
[23] drhowardliu,bartandrews
[23] 1of2vics,easy

Top Word Pairs in Tweet in G4:
[88] leahhoustonmd,mymomthesurgeon
[85] docbasia,leahhoustonmd
[84] mymomthesurgeon,jointdocshields
[82] jointdocshields,tcrg2012
[80] boggildlab,docbasia
[80] tcrg2012,dkirch888
[74] dkirch888,tomfolanmd
[66] drjenniferco_vu,amydjohn
[65] tomfolanmd,baldscientist
[61] fitmslax,ankurkalramd

Top Word Pairs in Tweet in G5:
[19] jonathanstea,drmikestanton
[17] reginegalanti,drjessigold
[17] drjessigold,nicolenugentphd
[17] nicolenugentphd,jonathanstea
[15] drmikestanton,drhowardliu
[12] drvantilburg,docbasia
[12] docbasia,reginegalanti
[11] nicksawyermd,gs314
[11] gs314,psychunseen
[11] andrear9md,paulminotmd

Top Word Pairs in Tweet in G6:
[23] kellyrheamac,adelizza
[21] acadpsychiatry,kellyrheamac
[20] adelizza,drdanielgih
[20] drdanielgih,drhowardliu
[19] drhowardliu,hippocratichope
[15] hippocratichope,unmcpsychiatry
[15] unmcpsychiatry,drkenzoucha
[14] drkenzoucha,2lindamlove
[14] 2lindamlove,avanipatelmd
[9] drpsychmd,acadpsychiatry

Top Word Pairs in Tweet in G7:
[9] docrobphd23,uncc_chhs
[9] uncc_chhs,hiring
[9] hiring,distinguished
[9] distinguished,professor
[9] professor,#health
[9] #health,#policy
[9] #policy,#public
[9] #public,health
[9] health,plz
[9] plz,consider

Top Word Pairs in Tweet in G8:
[4] sherylheron,gradydoctor
[4] gradydoctor,timcunninghamrn
[4] timcunninghamrn,desousanancy
[4] desousanancy,stansonu
[4] stansonu,amyychenmd1
[4] amyychenmd1,chrisho_md
[4] chrisho_md,busseyjada
[4] busseyjada,brainbanker
[3] brainbanker,emorymedicine
[3] emorymedicine,emoryuniversity

Top Word Pairs in Tweet in G9:
[8] drhowardliu,drjessigold
[8] drjessigold,profyolonda
[8] profyolonda,lizgaufberg
[7] during,pandemic
[7] pandemic,make
[7] make,extra
[7] extra,effort
[7] effort,screen
[7] screen,pts
[7] pts,anxiety

Top Word Pairs in Tweet in G10:
[7] leohopf,uofu_anes_chair
[7] uofu_anes_chair,uofuhealth
[5] arghavan_salles,lindanguyenmd
[5] lindanguyenmd,bmoshiree
[4] feeling,peak
[4] peak,work
[4] work,life
[4] life,integration
[4] integration,right
[4] right,#worklifebalance

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@drvantilburg
@drjessigold
@criley_md
@boggildlab
@juliesilvermd
@drpsychmd
@ktamirisamd
@stankutcher
@drdanielgih

Top Replied-To in G1:
@drhowardliu
@drjessigold
@lindanguyenmd
@stankutcher
@drlondonotobon
@drvantilburg
@michellecardel
@laurenyoung
@arghavan_salles
@cadiulus

Top Replied-To in G2:
@drhowardliu
@juliesilvermd
@drjessigold
@drdanielgih
@drvantilburg
@sspencerthomas
@stankutcher
@docmcohen
@harriethopfmd
@emarianomd

Top Replied-To in G3:
@drhowardliu
@epflcswccm
@judgewren
@drpsychmd
@drvantilburg
@ujjram
@jamesrachal3
@1of2vics
@charlottemag
@amyoxentenkomd

Top Replied-To in G4:
@criley_md
@boggildlab
@ktamirisamd
@drhowardliu
@hvanspall
@kerrywilkinsmd
@drdonnica
@pedsmamadoc
@drcorriel
@cardiacpa1

Top Replied-To in G5:
@drvantilburg
@drjessigold
@docivanhoe
@drhowardliu
@neel_shah
@yorklawlondon
@tylerblack32
@mtnmd
@nicksawyermd
@drwinarick

Top Replied-To in G6:
@drpsychmd
@drhowardliu
@corydwill
@sykothari
@uofne_president
@kavitashaharora
@maggiehulbert
@alexwood1nonly
@rohankhaz
@alliyoungmd

Top Replied-To in G7:
@drhowardliu
@docrobphd23
@violencewonks
@uncc_chhs
@wylie
@joanarcf

Top Replied-To in G8:
@sherylheron
@jhospmedicine

Top Replied-To in G9:
@drhowardliu
@closler
@mkellyhedrick

Top Replied-To in G10:
@drhowardliu
@harriethopfmd
@juliesilvermd
@alanaflex
@drvantilburg
@rubraveenough

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@drjessigold
@drvantilburg
@amyoxentenkomd
@virusesimmunity
@boggildlab
@jenheemstra
@drdanielgih
@tomvarghesejr
@docbasia

Top Mentioned in G1:
@drhowardliu
@virusesimmunity
@jenheemstra
@drjessigold
@rubraveenough
@amyoxentenkomd
@drvantilburg
@drdanielgih
@michellecardel
@tomvarghesejr

Top Mentioned in G2:
@drhowardliu
@amyoxentenkomd
@shikhajainmd
@tomvarghesejr
@virusesimmunity
@drjessigold
@jenheemstra
@drdanielgih
@rubraveenough
@drvantilburg

Top Mentioned in G3:
@drhowardliu
@judgewren
@epflcswccm
@1of2vics
@nicolenugentphd
@bartandrews
@dramandamcgough
@jamesrachal3
@cgibhs
@pjk4brainhealth

Top Mentioned in G4:
@drhowardliu
@boggildlab
@docbasia
@mymomthesurgeon
@hvanspall
@ktamirisamd
@cardiacpa1
@jointdocshields
@leahhoustonmd
@wordfinga

Top Mentioned in G5:
@drhowardliu
@jonathanstea
@reginegalanti
@drjessigold
@drmikestanton
@nicolenugentphd
@drvantilburg
@docbasia
@tylerblack32
@yorklawlondon

Top Mentioned in G6:
@drhowardliu
@acadpsychiatry
@kellyrheamac
@adelizza
@drdanielgih
@hippocratichope
@unmcpsychiatry
@drkenzoucha
@2lindamlove
@avanipatelmd

Top Mentioned in G7:
@uncc_chhs
@docrobphd23
@publ
@drhowardliu
@arghavan_salles
@susannalharris
@publichealth
@thephdandme
@eric_knowles
@williamspolicy

Top Mentioned in G8:
@gradydoctor
@etsshow
@aoglasser
@drhowardliu
@timcunninghamrn
@desousanancy
@stansonu
@amyychenmd1
@chrisho_md
@busseyjada

Top Mentioned in G9:
@drhowardliu
@closler
@drjessigold
@mkellyhedrick
@koenigadam
@tmprowell
@chasetmanderson
@profyolonda
@lizgaufberg
@dcharabaty

Top Mentioned in G10:
@drhowardliu
@leohopf
@uofu_anes_chair
@uofuhealth
@lindanguyenmd
@harriethopfmd
@arghavan_salles
@bmoshiree
@drvantilburg
@aliciakowalski7

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@manchan_sub_acc
@may_roma
@lizditz
@johangreg
@reagancbrown
@reuters
@loyalfan1
@janiecestaton
@rolandsmartin

Top Tweeters in G1:
@manchan_sub_acc
@may_roma
@reuters
@loyalfan1
@janiecestaton
@whirledcitizen_
@nmharley2
@persiankittenz
@racuevas
@queenpeace2017

Top Tweeters in G2:
@lizditz
@johangreg
@ksp_libs
@cultiv8hope
@pkanagaratnam
@holliejoyjoy
@academicchatter
@mdaware
@tomvarghesejr
@hyhutriangle

Top Tweeters in G3:
@bostonglobe
@edaccessible
@brucevh
@felixnater
@lkafle
@wsoctv
@pattidudek
@seattletimes
@harassnomore
@lstn2urmama

Top Tweeters in G4:
@reagancbrown
@nytimes
@wordfinga
@dlmluckytiger
@7tommic
@misterx2000
@drkristieleong
@drmarthagulati
@catjacarol01
@irmaraste

Top Tweeters in G5:
@rolandsmartin
@drumeshprabhu
@stressfreekids
@juliomayol
@celestinogutirr
@airbagmoments
@theroot
@drwinarick
@jolyonmaugham
@shaunlintern

Top Tweeters in G6:
@jeremyhl
@nebraskasower
@thartman2u
@chrissyfarr
@rwjf
@drtoddwo
@sarahbethmd14
@jeanmoorjani
@unmc_drkhan
@shelbyaaberg

Top Tweeters in G7:
@radiofreetom
@susannalharris
@publichealth
@elenagomezdiaz
@hanniepower
@thephdandme
@drartunduaga
@simonchunter
@wylie
@naijalola

Top Tweeters in G8:
@marshawright
@melanie_korach
@nickystevo
@laura_corbeth
@maya_elkhoury
@relaswar
@nelsonmandela
@emorymedicine
@acpinternists
@sdgoals

Top Tweeters in G9:
@4uwell
@drzackaryberger
@drcswilliam
@whole_patients
@davisliumd
@dukeu
@hopkinsmedicine
@profyolonda
@koenigadam
@amergeriatrics

Top Tweeters in G10:
@uofuhealth
@westernu
@vegasute
@abbyccim
@marklewismd
@fischmd
@dianeradfordmd
@royal_college
@drnancyglass1
@schulichmeddent


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