DrHowardLiu, Twitter, 1/27/2021 2:11:54 AM, 246600


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DrHowardLiu_2021-01-26_18-03-10.xlsx
DrHowardLiu_2021-01-26_18-03-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2021
Short Description:
DrHowardLiu via NodeXL https://bit.ly/36g4fjS
@drhowardliu
@do_kinder
@epflcswccm
@cjfootemd
@drjessigold
@randynesse
@braincures
@sri_2050
@judgewren
@amarshallmd

Top hashtags:
#antidepressants
#innovationsinadversity
#ugpsyched
#mlkday
#unmcpsychgr
#selfcare

Description:
Description
The graph represents a network of 1,521 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, 27 January 2021 at 02:04 UTC.

The requested start date was Wednesday, 27 January 2021 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 10-day, 10-hour, 44-minute period from Wednesday, 13 January 2021 at 01:36 UTC to Saturday, 23 January 2021 at 12:21 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 : 1521
Unique Edges : 3610
Edges With Duplicates : 4742
Total Edges : 8352
Number of Edge Types : 5
Replies to : 622
Mentions : 4812
Retweet : 638
MentionsInRetweet : 2186
Tweet : 94
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0789141414141414
Reciprocated Edge Ratio : 0.146284376828555
Connected Components : 20
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1502
Maximum Edges in a Connected Component : 8333
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.020999
Graph Density : 0.00221763728848749
Modularity : 0.412715
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,521 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, 27 January 2021 at 02:04 UTC.

The requested start date was Wednesday, 27 January 2021 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 10-day, 10-hour, 44-minute period from Wednesday, 13 January 2021 at 01:36 UTC to Saturday, 23 January 2021 at 12:21 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:
[10] https://twitter.com/drhowardliu/status/1350483995646177287
[9] https://www.deseret.com/utah/2021/1/21/22240876/could-utah-become-first-state-to-create-ems-teams-specifically-for-mental-health-emergencies?utm_campaign=deseret&utm_content=entry&utm_medium=social&utm_source=twitter
[8] https://learningdisabilitytoday.co.uk/understanding-the-mental-health-challenges-facing-people-with-tic-disorders-during-covid-19
[6] https://drive.google.com/file/d/1wn0toW9U-VQt4fMxSyPE5zuX4qtFdtc2/view
[6] https://news.gallup.com/poll/327311/americans-mental-health-ratings-sink-new-low.aspx?utm_source=twitterbutton&utm_medium=twitter&utm_campaign=sharing
[6] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2774516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YAA4KlYY3So.twitter
[6] https://www.medpagetoday.com/sso-token.php?redirecturl=%2fpracticemanagement%2ftelehealth%2f90722
[6] https://twitter.com/DrHowardLiu/status/1349131704880009220
[6] https://twitter.com/drhowardliu/status/1349131704880009220
[5] https://www.who.int/news/item/11-11-2020-2021-designated-as-the-international-year-of-health-and-care-workers#:~:text=2021%20designated%20as%20the%20International%20Year%20of%20Health%20and%20Care%20Workers,-11%20November%202020

Top URLs in Tweet in G1:
[5] https://drive.google.com/file/d/1wn0toW9U-VQt4fMxSyPE5zuX4qtFdtc2/view
[5] https://twitter.com/drhowardliu/status/1350483995646177287
[2] https://twitter.com/laurenedwardsmd/status/1350091125265195010
[2] https://twitter.com/theaaronschmit/status/1351632822222659584
[2] https://twitter.com/nejm/status/1351537397041922048
[2] https://twitter.com/DrHowardLiu/status/1351237573818142722
[2] https://twitter.com/drhowardliu/status/1352453574144487424
[1] https://twitter.com/i/web/status/1348609326378864642
[1] https://twitter.com/i/web/status/1275070144679575561
[1] https://twitter.com/i/web/status/1352761886283075584

Top URLs in Tweet in G2:
[6] https://twitter.com/drhowardliu/status/1349131704880009220
[6] https://twitter.com/DrHowardLiu/status/1349131704880009220
[2] https://www.linkedin.com/slink?code=dCXaj-R
[1] https://www.linkedin.com/slink?code=grGD75g
[1] https://www.linkedin.com/slink?code=dZTBdcX
[1] https://www.buzzfeednews.com/article/peteraldhous/nih-sexual-harassment
[1] https://twitter.com/sbarolo/status/1042051911648780289?s=20
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03835-3
[1] https://www.asbmb.org/asbmb-today/policy/090118/women-in-science-take-on-sexual-harassment
[1] https://www.asbmb.org/asbmb-today/policy/070120/nih-struggles-to-address-sexual-harassment-by-gran

Top URLs in Tweet in G3:
[8] https://www.deseret.com/utah/2021/1/21/22240876/could-utah-become-first-state-to-create-ems-teams-specifically-for-mental-health-emergencies?utm_campaign=deseret&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2774516?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YAA4KlYY3So.twitter
[6] https://www.medpagetoday.com/sso-token.php?redirecturl=%2fpracticemanagement%2ftelehealth%2f90722
[6] https://news.gallup.com/poll/327311/americans-mental-health-ratings-sink-new-low.aspx?utm_source=twitterbutton&utm_medium=twitter&utm_campaign=sharing
[3] https://www.npr.org/sections/health-shots/2021/01/14/956785847/a-medical-treatment-for-meth-addiction-proves-effective-in-new-trial?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] http://abcnews.go.com/US/mental-health-care-workers-stretched-thin-address-urgent/story?id=75259909
[2] https://www.medpagetoday.com/pediatrics/adhd-add/90755
[2] https://www.npr.org/sections/health-shots/2021/01/18/953581851/ive-tried-everything-pandemic-has-cut-options-for-kids-with-mental-illness?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.nytimes.com/2021/01/13/us/covid-prison-inmates-family.html?smid=tw-share
[2] https://www.nbcnews.com/news/us-news/north-carolina-teen-mental-health-crisis-beaten-hospital-security-deputies-n1255053

Top URLs in Tweet in G4:
[5] https://www.who.int/news/item/11-11-2020-2021-designated-as-the-international-year-of-health-and-care-workers#:~:text=2021%20designated%20as%20the%20International%20Year%20of%20Health%20and%20Care%20Workers,-11%20November%202020
[1] https://twitter.com/i/web/status/1221267648819761153
[1] https://twitter.com/i/web/status/1352762263032086528
[1] https://twitter.com/i/web/status/1351266134964793346
[1] https://twitter.com/i/web/status/1351388467306110978
[1] https://twitter.com/i/web/status/1351612276403433473
[1] https://twitter.com/heidi_cuda/status/1352025094902566913
[1] https://twitter.com/drhowardliu/status/1351524201291788290
[1] https://twitter.com/i/web/status/1351846968071487489
[1] https://twitter.com/i/web/status/1351843532781334528

Top URLs in Tweet in G5:
[1] https://twitter.com/drhowardliu/status/1351756983129530368
[1] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2656305?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=011421#.YABHDq98D24.twitter
[1] https://www.ahrq.gov/patient-safety/capacity/candor/modules.html

Top URLs in Tweet in G6:
[1] https://hbr.org/2021/01/how-to-keep-your-cool-in-high-stress-situations
[1] https://hbr.org/2021/01/set-better-boundaries
[1] https://hbr.org/2021/01/be-kinder-to-yourself
[1] https://twitter.com/i/web/status/1350965781023121408
[1] https://twitter.com/i/web/status/1350919749639823360
[1] https://twitter.com/i/web/status/1350967458501373955
[1] https://twitter.com/i/web/status/1350943862592860161
[1] https://twitter.com/i/web/status/1351521909964419073
[1] https://dreamlearndomore.com/
[1] https://teechip.com/Im-speaking22?name=apparel-classic-tshirt-lifestyle-front-101

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1351622534203011073
[1] https://twitter.com/i/web/status/1351861029148323847
[1] https://twitter.com/i/web/status/1351654335021633539
[1] https://twitter.com/i/web/status/1351654797481439232
[1] https://twitter.com/i/web/status/1351655321048027136
[1] https://twitter.com/i/web/status/1351732431443947526
[1] https://twitter.com/i/web/status/1351813981296603143
[1] https://twitter.com/i/web/status/1351702035679338508
[1] https://twitter.com/i/web/status/1351689426347417603

Top URLs in Tweet in G8:
[1] https://www.accelevents.com/e/Autp2021
[1] https://twitter.com/i/web/status/1350784784025452549
[1] https://twitter.com/i/web/status/1350884583789785090
[1] https://twitter.com/i/web/status/1350783601592442880

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=TBuIGBCF9jc&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DH_aXPcECFl4&q=EgS4SO-bGKmUw4AGIhkA8aeDS-oPDv2-7Qdb4CmofY1HoIOj0qvfMgFy

Top URLs in Tweet in G10:
[1] https://closler.org/connecting-with-patients/3-strategies-for-responding-to-your-patients-experiences-of-loss

Top Domains
Top Domains in Tweet in Entire Graph:
[283] twitter.com
[9] google.com
[9] deseret.com
[9] medpagetoday.com
[8] jamanetwork.com
[8] nytimes.com
[8] co.uk
[6] gallup.com
[5] linkedin.com
[5] npr.org

Top Domains in Tweet in G1:
[161] twitter.com
[5] google.com
[4] nytimes.com
[3] cnn.com
[1] theatlantic.com
[1] omaha.com
[1] apple.com
[1] nebraskamed.com
[1] suicidepreventionlifeline.org
[1] libguides.com

Top Domains in Tweet in G2:
[13] twitter.com
[4] linkedin.com
[2] asbmb.org
[1] buzzfeednews.com
[1] nature.com

Top Domains in Tweet in G3:
[13] twitter.com
[9] medpagetoday.com
[8] deseret.com
[7] jamanetwork.com
[6] gallup.com
[5] npr.org
[3] nytimes.com
[3] go.com
[2] nbcnews.com
[1] patientengagementhit.com

Top Domains in Tweet in G4:
[15] twitter.com
[5] who.int

Top Domains in Tweet in G5:
[1] twitter.com
[1] jamanetwork.com
[1] ahrq.gov

Top Domains in Tweet in G6:
[10] twitter.com
[3] hbr.org
[3] dreamlearndomore.com
[2] teechip.com

Top Domains in Tweet in G7:
[9] twitter.com

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

Top Domains in Tweet in G9:
[1] youtube.com
[1] google.com

Top Domains in Tweet in G10:
[1] closler.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] antidepressants
[25] innovationsinadversity
[25] ugpsyched
[22] mlkday
[16] unmcpsychgr
[16] selfcare
[14] healthequity
[13] covid19
[12] telehealth
[11] psychtwitter



Top Hashtags in Tweet in G1:
[19] mlkday
[16] unmcpsychgr
[11] telehealth
[9] mlkday2021
[9] healthequity
[9] psychtwitter
[9] mentoring
[6] leadership
[6] mentalhealth
[5] selfcare

Top Hashtags in Tweet in G2:
[6] womeninstem
[3] scicomm
[2] bullying
[2] nih
[2] stemtoo
[2] letstalkaboutpipeline
[1] poetlaureate
[1] inaugurationday
[1] researchculture
[1] supportive

Top Hashtags in Tweet in G3:
[8] stopsuicide
[8] beheretomorrow
[8] weightliftingismytherapy
[7] americans
[7] mentalhealthmatters
[7] anxiety
[5] healthequity
[4] wholistichealth
[3] covid
[2] mentalhetg

Top Hashtags in Tweet in G4:
[2] psychiatrist
[1] gelppp
[1] fqhcs
[1] mlkday
[1] awareness
[1] psychtwitter
[1] innovationsinadversity
[1] ugpsyched
[1] choosepsychiatry

Top Hashtags in Tweet in G5:
[1] leadership
[1] gracehappens
[1] threatanderrormanagement
[1] medstudenttwitter
[1] mentoring
[1] hcldr

Top Hashtags in Tweet in G6:
[10] selfcare
[6] wellness
[5] compassion
[3] awareness
[3] covid19
[2] medtwitter
[1] teamwork
[1] womeninmedicine
[1] wellnesswednesday
[1] houhalf

Top Hashtags in Tweet in G7:
[38] antidepressants
[1] innovationsinadversity
[1] ugpsyched

Top Hashtags in Tweet in G8:
[23] innovationsinadversity
[23] ugpsyched
[1] meded

Top Hashtags in Tweet in G9:
[1] chicago
[1] washingtondc
[1] tennessee

Top Hashtags in Tweet in G10:
[2] meded
[2] mlkday
[1] mentorship
[1] medstudenttwitter
[1] grateful
[1] aacapam19
[1] psychreschat

Top Words
Top Words in Tweet in Entire Graph:
[989] drhowardliu
[120] drjessigold
[115] health
[108] drvantilburg
[93] need
[89] scottvernaglia
[81] sashashillcutt
[81] mental
[80] nightshiftmd
[80] withyoudrwu

Top Words in Tweet in G1:
[471] drhowardliu
[78] drvantilburg
[71] sastrongmd
[70] drjessigold
[62] need
[57] lipiroy
[49] work
[48] drdanielgih
[48] amyoxentenkomd
[48] unmc

Top Words in Tweet in G2:
[45] virusesimmunity
[41] drhowardliu
[26] nih
[23] nihdirector
[23] sara_reardon
[23] timesuphc
[23] timesupnow
[23] kejames
[23] orlya
[23] lillianerdahlmd

Top Words in Tweet in G3:
[82] drhowardliu
[61] epflcswccm
[46] judgewren
[41] mental
[35] health
[24] nicolenugentphd
[23] cgibhs
[21] pandemic
[20] covid
[20] nasw

Top Words in Tweet in G4:
[63] drhowardliu
[37] amybarnhorst
[36] tylerblack32
[34] psychunseen
[34] allenfrancesmd
[32] drjessigold
[30] javeedsukhera
[30] kazjnelson
[24] poojalakshmin
[19] amwadoctors

Top Words in Tweet in G5:
[82] drhowardliu
[77] nightshiftmd
[77] withyoudrwu
[77] sashashillcutt
[76] scottvernaglia
[20] human
[17] thank
[15] yourself
[15] mistakes
[12] grace

Top Words in Tweet in G6:
[46] drhowardliu
[27] amyoxentenkomd
[18] etsshow
[14] lauriebaedke
[14] lauraraffalsmd
[14] shannonmdunlay
[13] juliesilvermd
[13] mvgutierrezmd
[13] mamadocspowr
[13] amarshallmd

Top Words in Tweet in G7:
[49] randynesse
[38] #antidepressants
[38] seem
[38] effective
[38] clinic
[38] controlled
[38] studies
[38] consider
[38] possibilities
[37] peterd

Top Words in Tweet in G8:
[42] autp2
[34] drhowardliu
[23] conf
[23] 24
[23] 21
[23] #innovationsinadversity
[23] #ugpsyched
[19] skchatur
[15] sri_2050
[12] 1pm

Top Words in Tweet in G9:
[5] docbasia
[5] doctormiry
[5] stablekneez
[5] fixnbones
[5] nuellesportsmd
[5] jonbarlowmd
[5] drnmaassen
[5] shouldergeek
[5] drkatrin_rabiei
[3] cjfootemd

Top Words in Tweet in G10:
[12] drhowardliu
[6] psychreschat
[6] cap_msr
[6] drdanielgih
[5] jack_turban
[5] drdowneydoes
[5] sanseajacobson
[5] myothwinmyint
[5] alaa_elnajjar
[5] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[80] nightshiftmd,withyoudrwu
[80] withyoudrwu,drhowardliu
[80] drhowardliu,sashashillcutt
[70] mental,health
[67] scottvernaglia,nightshiftmd
[38] #antidepressants,seem
[38] seem,effective
[38] effective,clinic
[38] clinic,controlled
[38] controlled,studies

Top Word Pairs in Tweet in G1:
[27] drvantilburg,drdanielgih
[26] drkaticordts,adelizza
[24] mental,health
[23] systemic,racism
[22] drhowardliu,lipiroy
[22] adelizza,lauraslundy
[21] drdanielgih,drkaticordts
[20] lauraslundy,ujjram
[19] ujjram,drlondonotobon
[19] dremilyedlynn,oparenting

Top Word Pairs in Tweet in G2:
[23] nihdirector,nih
[23] nih,sara_reardon
[23] sara_reardon,timesuphc
[23] timesuphc,timesupnow
[23] timesupnow,kejames
[23] kejames,orlya
[23] orlya,lillianerdahlmd
[19] lillianerdahlmd,nih_nccih
[18] enough,virusesimmunity
[12] springsstacey,celestekidd

Top Word Pairs in Tweet in G3:
[35] mental,health
[10] judgewren,drhowardliu
[9] drhowardliu,nicolenugentphd
[9] nicolenugentphd,judgewren
[9] theihi,ubssw
[9] judgewren,michaelbgarrett
[9] michaelbgarrett,theacma
[9] theacma,drhowardliu
[9] drhowardliu,ccm_cert
[9] epflcswccm,covid

Top Word Pairs in Tweet in G4:
[30] drhowardliu,javeedsukhera
[30] javeedsukhera,amybarnhorst
[30] amybarnhorst,drjessigold
[28] drjessigold,kazjnelson
[28] tylerblack32,drhowardliu
[26] psychunseen,tylerblack32
[24] kazjnelson,poojalakshmin
[18] poojalakshmin,allenfrancesmd
[16] amwadoctors,publichealth
[16] publichealth,elizachinmd

Top Word Pairs in Tweet in G5:
[77] nightshiftmd,withyoudrwu
[77] withyoudrwu,drhowardliu
[77] drhowardliu,sashashillcutt
[64] scottvernaglia,nightshiftmd
[10] sashashillcutt,thank
[8] scottvernaglia,adamhill1212
[8] adamhill1212,nightshiftmd
[7] thank,sharing
[5] sashashillcutt,jamapediatrics
[5] jamapediatrics,jamanetwork

Top Word Pairs in Tweet in G6:
[14] lauriebaedke,drhowardliu
[14] drhowardliu,etsshow
[14] lauraraffalsmd,shannonmdunlay
[13] shannonmdunlay,mamadocspowr
[12] amyoxentenkomd,lauriebaedke
[12] etsshow,mvgutierrezmd
[12] mvgutierrezmd,lauraraffalsmd
[11] juliesilvermd,amyoxentenkomd
[9] #selfcare,requires
[9] requires,boundaries

Top Word Pairs in Tweet in G7:
[38] #antidepressants,seem
[38] seem,effective
[38] effective,clinic
[38] clinic,controlled
[38] controlled,studies
[38] studies,consider
[38] consider,possibilities
[37] randynesse,#antidepressants
[37] possibilities,peterd
[13] allenfrancesmd,drhowardliu

Top Word Pairs in Tweet in G8:
[23] autp2,conf
[23] conf,24
[23] 24,21
[23] #innovationsinadversity,#ugpsyched
[19] drhowardliu,skchatur
[15] sri_2050,autp2
[12] 21,1pm
[12] 1pm,5pm
[12] 5pm,#innovationsinadversity
[12] #ugpsyched,fantastic

Top Word Pairs in Tweet in G9:
[5] docbasia,doctormiry
[5] doctormiry,stablekneez
[5] stablekneez,fixnbones
[5] fixnbones,nuellesportsmd
[5] nuellesportsmd,jonbarlowmd
[5] jonbarlowmd,drnmaassen
[5] drnmaassen,shouldergeek
[5] shouldergeek,drkatrin_rabiei
[3] cjfootemd,docbasia
[3] drkatrin_rabiei,boggi

Top Word Pairs in Tweet in G10:
[5] psychreschat,cap_msr
[5] drhowardliu,jack_turban
[5] drdowneydoes,sanseajacobson
[5] sanseajacobson,myothwinmyint
[5] don,fully
[5] fully,understand
[5] understand,patient
[5] patient,experience
[5] experience,loss
[5] loss,always

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@scottvernaglia
@drvantilburg
@shriver_amy
@amyoxentenkomd
@drjessigold
@randynesse
@epflcswccm
@drdanielgih
@lindanguyenmd

Top Replied-To in G1:
@drhowardliu
@drvantilburg
@drjessigold
@drdanielgih
@finkshrink
@jack_turban
@sastrongmd
@smartinezlmft
@lindanguyenmd
@drlondonotobon

Top Replied-To in G2:
@drhowardliu
@nihdirector
@braincures
@virusesimmunity
@do_kinder
@hsubspecies
@sherylheron

Top Replied-To in G3:
@epflcswccm
@drhowardliu
@robincogan
@mdsantopietro
@drvantilburg
@usnehal
@toughjews
@nicolenugentphd
@cgibhs
@jamesrachal3

Top Replied-To in G4:
@allenfrancesmd
@drhowardliu
@psychunseen
@minimurthy1234
@tylerblack32
@heidi_cuda
@amybarnhorst
@jonathanstea
@chaplainfleming
@drmarleydoyle

Top Replied-To in G5:
@scottvernaglia
@mcwquips
@drhowardliu
@pem_md

Top Replied-To in G6:
@amyoxentenkomd
@drhowardliu
@neenasabrahammd
@narjustdumamd
@ibd_afzali
@harriethopfmd
@drjrmarcelin
@andrewolsonmd
@will_sanchez_md
@etsshow

Top Replied-To in G7:
@randynesse
@psychunseen
@cliffordsosin

Top Replied-To in G8:
@autp2
@drhowardliu

Top Replied-To in G9:
@docbasia

Top Replied-To in G10:
@ashaffnermd
@drhowardliu
@toughjews
@drdanielgih
@psychreschat
@drjohnwhyte

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@drjessigold
@virusesimmunity
@drvantilburg
@sashashillcutt
@nightshiftmd
@withyoudrwu
@sastrongmd
@amyoxentenkomd
@arghavan_salles

Top Mentioned in G1:
@drhowardliu
@sastrongmd
@drvantilburg
@drjessigold
@lipiroy
@amyoxentenkomd
@unmc
@drmarleydoyle
@adelizza
@ujjram

Top Mentioned in G2:
@virusesimmunity
@drhowardliu
@nih
@sara_reardon
@timesuphc
@timesupnow
@kejames
@orlya
@lillianerdahlmd
@nihdirector

Top Mentioned in G3:
@drhowardliu
@epflcswccm
@judgewren
@nicolenugentphd
@cgibhs
@nasw
@ubssw
@mentalhealtham
@finkshrink
@theihi

Top Mentioned in G4:
@drhowardliu
@amybarnhorst
@tylerblack32
@drjessigold
@javeedsukhera
@kazjnelson
@psychunseen
@allenfrancesmd
@poojalakshmin
@amwadoctors

Top Mentioned in G5:
@drhowardliu
@nightshiftmd
@withyoudrwu
@sashashillcutt
@scottvernaglia
@adamhill1212
@jamapediatrics
@jamanetwork
@hubdemd
@ahmedhankir

Top Mentioned in G6:
@drhowardliu
@etsshow
@amyoxentenkomd
@lauriebaedke
@lauraraffalsmd
@shannonmdunlay
@juliesilvermd
@mamadocspowr
@amarshallmd
@mvgutierrezmd

Top Mentioned in G7:
@randynesse
@peterd
@drhowardliu
@allenfrancesmd
@dalackmd
@blackdoginst
@namicommunicate
@got_anxiety
@peterdkramer
@eikofried

Top Mentioned in G8:
@drhowardliu
@autp2
@skchatur
@sri_2050
@b
@subodhdave1
@becca_kirkland
@dariasmirnovamd
@andrewbeee
@reachdrdeepa

Top Mentioned in G9:
@doctormiry
@stablekneez
@fixnbones
@nuellesportsmd
@jonbarlowmd
@drnmaassen
@shouldergeek
@drkatrin_rabiei
@cjfootemd
@docbasia

Top Mentioned in G10:
@drhowardliu
@cap_msr
@psychreschat
@jack_turban
@drdowneydoes
@sanseajacobson
@myothwinmyint
@drdanielgih
@alaa_elnajjar
@chasetmanderson

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@rjber15
@femtech_
@wildwalkerwoman
@nortesur7
@saferprint
@business
@googleexpertuk
@huffpost
@melissajpeltier

Top Tweeters in G1:
@rjber15
@huffpost
@michaelorndoff
@sameihuda
@pkanagaratnam
@wordfinga
@forbes
@tomvarghesejr
@susanadeleonmd
@cmclymer

Top Tweeters in G2:
@marshawright
@femtech_
@googleexpertuk
@kevinrns
@drumeshprabhu
@andytoronto
@rahah_ghazali
@ursaluna
@melanie_korach
@margymaclibrary

Top Tweeters in G3:
@wildwalkerwoman
@nortesur7
@business
@abc
@nbcnews
@quailcrown
@drshahrul80
@pattidudek
@dulcimer1978
@deseretnews

Top Tweeters in G4:
@melissajpeltier
@alresfordbear
@pash22
@mrtachilles
@drwinarick
@dlmluckytiger
@heidi_cuda
@bryanwempen
@benzosarebad
@herne_thehunter

Top Tweeters in G5:
@lscain3834
@kenzeroharm
@sassistheword
@colin_hung
@nightshiftmd
@drericlevi
@brianchiong
@tishwine
@withyoudrwu
@jjcolemanmd

Top Tweeters in G6:
@caitlinkellynyc
@harvardbiz
@ryanmarino
@medpedshosp
@drtoniyasingh
@etsshow
@abbywuim
@vmaryabraham
@jennybencardino
@julies

Top Tweeters in G7:
@tomdrabowicz
@agnesayton
@seeker98747
@newmorn80
@marcelrgoto
@stevestuwill
@eikofried
@jrbneuropsiq
@namicommunicate
@psychtimes

Top Tweeters in G8:
@raj_psyc
@drkatelovett
@mededclare
@rcpsych
@subodhdave1
@skalidindi1
@trudisene1
@wildscrutineer
@dradrianjames
@drp8ken

Top Tweeters in G9:
@drkristieleong
@catjacarol01
@hjluks
@inquisitivegyn
@fr_hossain
@kari_jerge
@drruthmitchell
@cmfundisi
@emarianomd
@cgegaris1

Top Tweeters in G10:
@nytimes
@mdaware
@cmichaelgibson
@chasetmanderson
@drkathyhughes
@marklewismd
@drkomanduri
@dr_scottk
@migsrunner
@drmstiegler


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