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DrHowardLiu_2020-12-01_18-03-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3ls16Cw
@drhowardliu
@epflcswccm
@arghavan_salles
@drvantilburg
@nebraskasower
@drdonnica
@drlondonotobon
@cjfootemd
@rkh_md
@drjessigold

Top hashtags:
#beheretomorrow
#mentalhealth
#medtwitter
#stopsuicide

Description:
Description
The graph represents a network of 1,644 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, 02 December 2020 at 02:05 UTC.

The requested start date was Wednesday, 02 December 2020 at 01:01 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, 7-hour, 20-minute period from Wednesday, 18 November 2020 at 01:36 UTC to Tuesday, 01 December 2020 at 08:57 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 : 1644
Unique Edges : 5710
Edges With Duplicates : 8879
Total Edges : 14589
Number of Edge Types : 5
Tweet : 177
Mentions : 10392
Replies to : 956
Retweet : 738
MentionsInRetweet : 2326
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.112377850162866
Reciprocated Edge Ratio : 0.202049780380674
Connected Components : 53
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 1577
Maximum Edges in a Connected Component : 14510
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.792903
Graph Density : 0.0030343283383165
Modularity : 0.339876
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,644 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, 02 December 2020 at 02:05 UTC.

The requested start date was Wednesday, 02 December 2020 at 01:01 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, 7-hour, 20-minute period from Wednesday, 18 November 2020 at 01:36 UTC to Tuesday, 01 December 2020 at 08:57 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:
[31] https://twitter.com/drhowardliu/status/1333076175334346752
[13] https://twitter.com/drhowardliu/status/1332711740388290563
[12] https://twitter.com/DrHowardLiu/status/1333076175334346752
[9] 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
[7] https://twitter.com/DrHowardLiu/status/1330923170396733441
[6] https://twitter.com/drhowardliu/status/1330923170396733441
[5] https://www.nytimes.com/2020/11/23/health/artificial-intelligence-veterans-suicide.html?smid=tw-share
[5] https://khn.org/news/public-health-degree-programs-see-surge-in-students-amid-pandemic/
[5] https://www.nytimes.com/2020/11/28/health/covid-substance-abuse-treatment.html?smid=tw-share
[4] https://www.npr.org/2020/11/28/938460892/pandemic-takes-toll-on-childrens-mental-health?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G1:
[8] https://twitter.com/drhowardliu/status/1333076175334346752
[5] https://twitter.com/DrHowardLiu/status/1333076175334346752
[4] https://twitter.com/drhowardliu/status/1332711740388290563
[3] https://twitter.com/gretchentg/status/1330671213937631232
[3] https://twitter.com/drvantilburg/status/1331560951506722816
[3] https://twitter.com/drhowardliu/status/1330923170396733441
[3] https://twitter.com/drhowardliu/status/1332432978916597762
[2] https://twitter.com/aliciacollin/status/1328850154103791618
[2] https://twitter.com/drhowardliu/status/1330912029603897367
[2] https://twitter.com/DrHowardLiu/status/1330923170396733441

Top URLs in Tweet in G2:
[9] 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
[5] https://khn.org/news/public-health-degree-programs-see-surge-in-students-amid-pandemic/
[5] https://www.nytimes.com/2020/11/28/health/covid-substance-abuse-treatment.html?smid=tw-share
[5] https://www.nytimes.com/2020/11/23/health/artificial-intelligence-veterans-suicide.html?smid=tw-share
[4] https://www.npr.org/2020/11/28/938460892/pandemic-takes-toll-on-childrens-mental-health?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://www.npr.org/sections/coronavirus-live-updates/2020/11/23/937973069/more-kids-are-getting-covid-19-kentucky-pediatrician-says?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://www.nytimes.com/2020/11/17/health/suicide-guns-prevention.html?smid=tw-share
[3] https://www.nbcnews.com/health/mental-health/map-anxiety-depression-your-state-compares-united-states-n1248473
[2] https://twitter.com/drhowardliu/status/1332711740388290563
[2] https://www.nbcnews.com/news/latino/hard-hit-covid-19-latinos-bear-mental-health-burden-8-n1248199

Top URLs in Tweet in G3:
[5] https://twitter.com/drhowardliu/status/1333076175334346752
[4] https://twitter.com/drhowardliu/status/1330189588200116228
[2] https://www.unmc.edu/news.cfm?match=26560&pk_campaign=email&pk_kwd=Take_care_tip_Gratitude_journals
[2] https://twitter.com/drhowardliu/status/1333030304383197184
[1] https://twitter.com/i/web/status/1331864382855204864
[1] https://twitter.com/i/web/status/1332258410071396354
[1] https://twitter.com/i/web/status/1331994655928401921
[1] https://twitter.com/i/web/status/1330933476594511874
[1] https://twitter.com/i/web/status/1331375241688469505
[1] https://twitter.com/i/web/status/1331786887632023554

Top URLs in Tweet in G4:
[2] https://www.forthefrontlines.org/
[1] https://www.youtube.com/watch?v=H_aXPcECFl4

[1] https://twitter.com/i/web/status/1331957909673177088
[1] https://twitter.com/i/web/status/1331971412064612353
[1] https://twitter.com/i/web/status/1331975766507196417
[1] https://twitter.com/Covid19Docs/status/1332412577733873666
[1] https://www.cnn.com/videos/health/2020/11/24/minneapolis-doctor-shirlee-xie-coronavirus-hospitalizations-intv-newday-vpx.cnn
[1] https://twitter.com/i/web/status/1329632471210631168
[1] https://twitter.com/i/web/status/1331632636721197059
[1] https://www.physiciansupportline.com/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1329992725832347648
[1] https://twitter.com/i/web/status/1329982395865554945
[1] https://www.madinamerica.com/2016/03/comments-on-jeffrey-lieberman-and-ogi-ogas-wall-street-journal-article-on-the-genetics-of-psychiatric-disorders/
[1] https://twitter.com/i/web/status/1331818554367336448
[1] https://twitter.com/i/web/status/1332015876153946118
[1] https://twitter.com/i/web/status/1331820052518146048
[1] https://twitter.com/i/web/status/1332378079658975232
[1] https://twitter.com/i/web/status/1332150717218398209
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785044/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Ftp2017203

Top URLs in Tweet in G6:
[1] https://closler.org/lifelong-learning-in-clinical-excellence/i-didnt-know-it-was-you
[1] https://closler.org/passion-in-the-medical-profession/beyond-the-cv
[1] https://closler.org/lifelong-learning-in-clinical-excellence/how-to-help-patients-quit-smoking-during-the-pandemic
[1] https://invisible.international/
[1] https://twitter.com/drhowardliu/status/1330923170396733441
[1] https://twitter.com/drhowardliu/status/1332711740388290563

Top URLs in Tweet in G7:
[1] https://www.unmc.edu/news.cfm?match=26560&pk_campaign=email&pk_kwd=Take_care_tip_Gratitude_journals
[1] https://twitter.com/drhowardliu/status/1330912029603897367
[1] https://www.adn.com/alaska-news/anchorage/2020/11/24/anchorage-funds-a-new-mental-health-first-responder-team/
[1] https://twitter.com/JoshuaSevier/status/1333116128441282561
[1] https://twitter.com/i/web/status/1296523103728807936
[1] https://twitter.com/UNLGLST/status/1332413985526870016?s=19
[1] https://twitter.com/i/web/status/1331109442532859904

Top URLs in Tweet in G9:
[13] https://twitter.com/drhowardliu/status/1333076175334346752
[6] https://twitter.com/DrHowardLiu/status/1333076175334346752
[4] https://twitter.com/DrHowardLiu/status/1330923170396733441
[4] https://twitter.com/drhowardliu/status/1332711740388290563
[2] https://twitter.com/drhowardliu/status/1328779300007522304
[1] https://twitter.com/DrHowardLiu/status/1328901721146396675
[1] https://twitter.com/DrHowardLiu/status/1329036055853621248
[1] https://twitter.com/LisaBergstrm2/status/1329255636136120320?s=20
[1] https://twitter.com/DrHowardLiu/status/1328671682693881856
[1] https://twitter.com/DrHowardLiu/status/1329401955257618433

Top Domains
Top Domains in Tweet in Entire Graph:
[467] twitter.com
[25] nytimes.com
[9] acesconnection.com
[9] cnn.com
[7] nbcnews.com
[7] npr.org
[5] khn.org
[4] unmc.edu
[4] thehill.com
[3] closler.org

Top Domains in Tweet in G1:
[167] twitter.com
[8] nytimes.com
[6] cnn.com
[2] mdlogix.com
[1] espn.com
[1] medscape.com
[1] usatoday.com
[1] eater.com
[1] nebraskamed.com
[1] unmc.edu

Top Domains in Tweet in G2:
[43] twitter.com
[13] nytimes.com
[9] acesconnection.com
[7] npr.org
[7] nbcnews.com
[5] khn.org
[3] thehill.com
[2] cnn.com
[1] ampproject.org
[1] adn.com

Top Domains in Tweet in G3:
[126] twitter.com
[2] unmc.edu
[2] jamanetwork.com
[1] explorethespaceshow.com
[1] nationaleatingdisorders.org
[1] sciencegrit.com
[1] nytimes.com
[1] thehill.com
[1] plos.org
[1] kingarthurbaking.com

Top Domains in Tweet in G4:
[40] twitter.com
[2] forthefrontlines.org
[1] youtube.com
[1] cnn.com
[1] physiciansupportline.com
[1] crisistextline.org
[1] project-parachute.org
[1] therapyaid.org
[1] emotionalppe.org
[1] apa.org

Top Domains in Tweet in G5:
[19] twitter.com
[2] nih.gov
[1] madinamerica.com
[1] nature.com
[1] canada.ca
[1] fda.gov
[1] hres.ca

Top Domains in Tweet in G6:
[3] closler.org
[2] twitter.com
[1] invisible.international

Top Domains in Tweet in G7:
[5] twitter.com
[1] unmc.edu
[1] adn.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] beheretomorrow
[19] mentalhealth
[18] medtwitter
[16] stopsuicide
[16] weightliftingismytherapy
[15] covid19
[13] heforshe
[12] internationalmensday
[11] thanksgiving
[11] womeninmedicine



Top Hashtags in Tweet in G1:
[8] heforshe
[6] thanksgiving
[6] internationalmensday
[5] maskup
[5] womeninstem
[4] mentalhealth
[4] medtwitter
[3] leadership
[3] bipoc
[3] meded

Top Hashtags in Tweet in G2:
[18] beheretomorrow
[14] stopsuicide
[14] weightliftingismytherapy
[8] sdomh
[4] burnout
[4] andthedayafter
[4] greattweetvic
[3] jaacapconnectchat
[3] leadership
[2] medtwitter

Top Hashtags in Tweet in G3:
[9] womeninmedicine
[6] medtwitter
[5] womeninstem
[4] promoteher
[4] supporther
[4] payher
[4] womeningi
[3] heforshe
[3] womeninibd
[3] diversity

Top Hashtags in Tweet in G4:
[8] happythanksgiving
[2] bekind
[2] covid19
[2] thanksgiving
[1] chicago
[1] washingtondc
[1] tennessee
[1] ppes
[1] burnout
[1] stayhome

Top Hashtags in Tweet in G5:
[4] mentalhealth
[3] sponsor
[2] thanksgiving
[2] medtwitter
[2] medstudenttwitter
[2] psychtwitter
[2] stopsuicide
[2] beheretomorrow
[2] weightliftingismytherapy
[1] mentalhealthawareness

Top Hashtags in Tweet in G6:
[2] internationalmensday
[2] medtwitter
[2] meded
[1] heforshe
[1] greatamericansmokeout
[1] leadership
[1] covid19

Top Hashtags in Tweet in G7:
[2] sdoh
[1] omaha
[1] oma
[1] affordablehousing
[1] neleg
[1] healthdisparities
[1] unl
[1] healthequity

Top Hashtags in Tweet in G8:
[1] mentalhealth
[1] medtwitter

Top Hashtags in Tweet in G9:
[1] covid19
[1] wearamask
[1] jouyinreadlater
[1] fearlesslove
[1] thanksgiving2020
[1] mentalhealth
[1] finland
[1] tbr
[1] leadershipmatters
[1] perspective

Top Words
Top Words in Tweet in Entire Graph:
[1413] drhowardliu
[387] arghavan_salles
[281] virusesimmunity
[262] amyoxentenkomd
[249] mvgutierrezmd
[233] jenheemstra
[227] juliesilvermd
[222] drlondonotobon
[201] tomvarghesejr
[200] rubraveenough

Top Words in Tweet in G1:
[365] drhowardliu
[133] always
[131] 2020
[130] life
[120] career
[119] cv
[117] remember
[117] measure
[116] case
[116] re

Top Words in Tweet in G2:
[249] drhowardliu
[68] epflcswccm
[67] drvantilburg
[59] drjessigold
[52] ujjram
[50] usnehal
[48] chasetmanderson
[45] health
[42] nicolenugentphd
[41] jack_turban

Top Words in Tweet in G3:
[484] drhowardliu
[205] virusesimmunity
[201] arghavan_salles
[179] mvgutierrezmd
[165] amyoxentenkomd
[154] jenheemstra
[140] tomvarghesejr
[139] juliesilvermd
[134] rubraveenough
[120] drlondonotobon

Top Words in Tweet in G4:
[157] drhowardliu
[137] ktamirisamd
[134] pedsmamadoc
[91] rakheebhayanimd
[88] alisadoc1
[81] kari_jerge
[80] arghavan_salles
[74] docbasia
[71] drkatrin_rabiei
[65] drdonnica

Top Words in Tweet in G5:
[72] drhowardliu
[50] amybarnhorst
[39] awaisaftab
[32] dawso007
[24] drjessigold
[23] drlondonotobon
[22] alaa_elnajjar
[21] askdheeraj
[20] victorpsanchez
[20] barbararoblesmd

Top Words in Tweet in G6:
[36] drhowardliu
[23] lindawilliamsmd
[23] psychunseen
[23] drjefferyhayden
[23] tomfolanmd
[23] ismallergies
[23] mdnidhi
[22] sameihuda
[22] nmiladoremd
[22] marklruffalo

Top Words in Tweet in G7:
[11] drhowardliu
[10] thartman2u
[6] nebraskasower
[5] creighton_kfi
[4] unmc
[4] slthomps12
[4] omahalandbank
[4] stephenosberg
[4] oha_housing
[3] drnwando

Top Words in Tweet in G8:
[8] drhowardliu
[7] helenburstin
[7] tleungmd
[7] talk2medoc
[7] sagar_ankita
[7] uressien
[7] shikhajainmd
[7] ljoyz_md
[7] mparshleymd
[7] thedeishift

Top Words in Tweet in G9:
[4] great
[3] love
[3] self
[3] really
[3] very
[3] agree
[3] true
[2] having
[2] covid
[2] means

Top Words in Tweet in G10:
[2] joyhenningsenmd
[2] fumikochino
[2] jointdocshields
[2] _nancymd
[2] drchethansathya
[2] jeremyfaust
[2] dbelardomd
[2] migsrunner
[2] anandiyermd
[2] drhowardliu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] arghavan_salles,virusesimmunity
[131] case,re
[131] re,feeling
[131] feeling,career
[131] career,stalled
[131] stalled,2020
[131] 2020,always
[131] always,remember
[131] remember,cv
[131] cv,artificial

Top Word Pairs in Tweet in G1:
[115] case,re
[115] re,feeling
[115] feeling,career
[115] career,stalled
[115] stalled,2020
[115] 2020,always
[115] always,remember
[115] remember,cv
[115] cv,artificial
[115] artificial,measure

Top Word Pairs in Tweet in G2:
[39] mental,health
[32] drsandman11,ammahstarr
[32] ammahstarr,angie_frankel
[32] angie_frankel,leannlouis7
[31] talk2medoc,drsandman11
[29] leannlouis7,armstrws
[26] armstrws,jesseosheamd
[23] jesseosheamd,bluehatcomics85
[23] drstephaniecoo1,divadocsbos
[23] divadocsbos,mclemoremr

Top Word Pairs in Tweet in G3:
[100] arghavan_salles,virusesimmunity
[67] drhowardliu,mvgutierrezmd
[67] juliesilvermd,sastrongmd
[60] mvgutierrezmd,arghavan_salles
[59] sastrongmd,drlondonotobon
[59] drhowardliu,virusesimmunity
[59] virusesimmunity,juliesilvermd
[56] tomvarghesejr,arghavan_salles
[50] tomvarghesejr,jenheemstra
[48] amyoxentenkomd,tomvarghesejr

Top Word Pairs in Tweet in G4:
[79] rakheebhayanimd,drhowardliu
[75] ktamirisamd,rakheebhayanimd
[63] alisadoc1,pedsmamadoc
[55] kari_jerge,drkatrin_rabiei
[52] pedsmamadoc,kari_jerge
[47] mgoldingmd,meganranney
[45] toriesepahmd,drjessigold
[45] drjessigold,mgoldingmd
[45] meganranney,ktamirisamd
[43] drhowardliu,docbasia

Top Word Pairs in Tweet in G5:
[21] awaisaftab,askdheeraj
[19] allenfrancesmd,awaisaftab
[19] askdheeraj,esquirern
[18] austinaldenlam,drjessigold
[17] victorpsanchez,barbararoblesmd
[17] esquirern,evolutionarypsy
[17] tylerblack32,amybarnhorst
[17] awaisaftab,austinaldenlam
[17] chandan_khandai,amybarnhorst
[16] drayanajordan,amandajoymd

Top Word Pairs in Tweet in G6:
[23] psychunseen,drjefferyhayden
[23] tomfolanmd,ismallergies
[23] ismallergies,mdnidhi
[21] mdnidhi,dkirch888
[21] marklruffalo,psychunseen
[21] nmiladoremd,dallen2217
[21] dallen2217,doctorvig
[21] doctorvig,finallydrsnarky
[21] finallydrsnarky,drbartacus
[21] drbartacus,avalonii

Top Word Pairs in Tweet in G7:
[5] drhowardliu,thartman2u
[4] creighton_kfi,omahalandbank
[4] stephenosberg,oha_housing
[4] oha_housing,drhowardliu
[3] nsea_org,voicesne
[3] voicesne,thartman2u
[3] thartman2u,drhowardliu
[3] drhowardliu,slthomps12
[3] slthomps12,nasbonline
[3] nasbonline,buffetteci

Top Word Pairs in Tweet in G8:
[7] tleungmd,talk2medoc
[7] talk2medoc,sagar_ankita
[7] sagar_ankita,uressien
[7] uressien,shikhajainmd
[7] shikhajainmd,ljoyz_md
[7] ljoyz_md,mparshleymd
[7] mparshleymd,thedeishift
[7] thedeishift,maacpgovernor
[6] maacpgovernor,eileenbarrettnm
[6] eileenbarrettnm,javeedsukhera

Top Word Pairs in Tweet in G9:
[2] self,care
[2] really,matters

Top Word Pairs in Tweet in G10:
[2] joyhenningsenmd,fumikochino
[2] fumikochino,jointdocshields
[2] jointdocshields,_nancymd
[2] drchethansathya,jeremyfaust
[2] jeremyfaust,dbelardomd
[2] migsrunner,anandiyermd
[2] anandiyermd,drhowardliu
[2] drhowardliu,kmallettmd
[2] kmallettmd,britneygrayson
[2] britneygrayson,chrissyfarr

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@amyoxentenkomd
@drvantilburg
@ktamirisamd
@virusesimmunity
@pedsmamadoc
@psychunseen
@usnehal
@scottvernaglia
@thrivephysician

Top Replied-To in G1:
@drhowardliu
@arghavan_salles
@michellecardel
@drlondonotobon
@jenniferleahmd
@mvgutierrezmd
@amyoxentenkomd
@scottvernaglia
@_nancymd
@erinobrienmd

Top Replied-To in G2:
@drvantilburg
@drhowardliu
@usnehal
@epflcswccm
@appyjumpindaze
@ayesha_mian1
@oslersbeast
@ujjram
@ebonyjhilton_md
@drjessigold

Top Replied-To in G3:
@drhowardliu
@amyoxentenkomd
@virusesimmunity
@drvantilburg
@scottvernaglia
@drmarleydoyle
@tylerblack32
@mvgutierrezmd
@thrivephysician
@ktamirisamd

Top Replied-To in G4:
@pedsmamadoc
@ktamirisamd
@docbasia
@thrivephysician
@cgegaris1
@agnessolberg
@drhowardliu
@sbh0012
@talk2medoc
@arghavan_salles

Top Replied-To in G5:
@psychunseen
@artwalaszek
@drhowardliu
@tanuja_gandhi
@tapkidmd
@drlondonotobon
@dawso007
@md_pender
@victorpsanchez
@donnasudak

Top Replied-To in G6:
@drwinarick
@drhowardliu
@realjesseluke
@ahajduczok
@drkhan_do
@marklruffalo
@closler
@psychunseen
@lindawilliamsmd
@psychmdmom

Top Replied-To in G7:
@levity_brevity
@emfundertaker
@nsea_org
@thartman2u
@nebraskasower

Top Replied-To in G8:
@helenburstin
@wrightvtlala
@medpedshosp
@tleungmd

Top Replied-To in G10:
@joyhenningsenmd

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@arghavan_salles
@virusesimmunity
@mvgutierrezmd
@jenheemstra
@juliesilvermd
@drlondonotobon
@amyoxentenkomd
@tomvarghesejr
@rubraveenough

Top Mentioned in G1:
@drhowardliu
@virusesimmunity
@arghavan_salles
@drlondonotobon
@mvgutierrezmd
@jenheemstra
@tomvarghesejr
@amyoxentenkomd
@sastrongmd
@rubraveenough

Top Mentioned in G2:
@drhowardliu
@epflcswccm
@drjessigold
@drvantilburg
@ujjram
@chasetmanderson
@nicolenugentphd
@judgewren
@dronibee
@jack_turban

Top Mentioned in G3:
@drhowardliu
@arghavan_salles
@virusesimmunity
@mvgutierrezmd
@jenheemstra
@tomvarghesejr
@juliesilvermd
@rubraveenough
@drlondonotobon
@amyoxentenkomd

Top Mentioned in G4:
@drhowardliu
@ktamirisamd
@pedsmamadoc
@rakheebhayanimd
@alisadoc1
@kari_jerge
@arghavan_salles
@drkatrin_rabiei
@docbasia
@drdonnica

Top Mentioned in G5:
@drhowardliu
@amybarnhorst
@awaisaftab
@dawso007
@drjessigold
@askdheeraj
@drlondonotobon
@barbararoblesmd
@alaa_elnajjar
@herne_thehunter

Top Mentioned in G6:
@drhowardliu
@drjefferyhayden
@tomfolanmd
@ismallergies
@mdnidhi
@sameihuda
@psychunseen
@nmiladoremd
@lindawilliamsmd
@dkirch888

Top Mentioned in G7:
@drhowardliu
@thartman2u
@nebraskasower
@creighton_kfi
@slthomps12
@omahalandbank
@stephenosberg
@oha_housing
@unmc
@drnwando

Top Mentioned in G8:
@drhowardliu
@talk2medoc
@sagar_ankita
@uressien
@shikhajainmd
@ljoyz_md
@mparshleymd
@thedeishift
@maacpgovernor
@javeedsukhera

Top Mentioned in G10:
@fumikochino
@jointdocshields
@_nancymd
@drchethansathya
@jeremyfaust
@dbelardomd
@migsrunner
@anandiyermd
@drhowardliu
@kmallettmd

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@femtech_
@morgfair
@ghofmar
@corruptnsw
@cultiv8hope
@nytimes
@allentien
@shicooks
@squizzradical

Top Tweeters in G1:
@threadreaderapp
@nytimes
@allentien
@squizzradical
@zulaqi
@scott_squires
@sapienist
@capeannsky
@bigcatnergy
@merlange

Top Tweeters in G2:
@themuslimhippie
@pkanagaratnam
@lkafle
@nbcnews
@binkytoes
@kgwnews
@katunews
@susanadeleonmd
@pattidudek
@phillyinquirer

Top Tweeters in G3:
@femtech_
@academicchatter
@drferdowsi
@tomvarghesejr
@beatrizdavyt
@bsbreastcancer
@yurikageyama
@dccc_phd
@alerissovazquez
@heartotxheartmd

Top Tweeters in G4:
@ghofmar
@wordfinga
@dlmluckytiger
@jacoker2
@drkristieleong
@catjacarol01
@meganranney
@webb0412
@hjluks
@healthcarewen

Top Tweeters in G5:
@cultiv8hope
@annmarcos1
@herne_thehunter
@coyneoftherealm
@maryfernando_
@wendyburn
@statsepi
@askdheeraj
@btdocs
@foreman1david

Top Tweeters in G6:
@sameihuda
@pash22
@mhpoison1
@drwinarick
@4uwell
@doctor_david
@sassistheword
@babiboi1028
@gallahercaren
@whole_patients

Top Tweeters in G7:
@owhnews
@un
@nebraskasower
@thartman2u
@neappleseed
@ncs
@owhopinion
@nebraskamegan
@healthdouglasco
@unmc_drkhan

Top Tweeters in G8:
@mdaware
@medpedshosp
@anndouglas
@bobdohertyacp
@hrisinnovative
@emarianomd
@josephsakran
@m_e_nielsen
@alikhan28
@javeedsukhera

Top Tweeters in G9:
@sirkentnorton
@kaynocee
@karenamoores
@clahbooom
@johanbarnard_
@amandameyerphd
@woowoogie
@drneel1973
@pointsofaccess
@davidrosenthal

Top Tweeters in G10:
@edyong209
@drjaimefriedman
@jeremyfaust
@jointdocshields
@drninashapiro
@dbelardomd
@drchethansathya
@drnatalietv
@fumikochino
@aalkermd


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