DrHowardLiu, Twitter, 6/3/2020 4:55:03 AM, 228709


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DrHowardLiu_2020-06-02_17-50-56.xlsx
DrHowardLiu_2020-06-02_17-50-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2020
Short Description:
DrHowardLiu via NodeXL https://bit.ly/2U4kNFz
@drhowardliu
@drvantilburg
@drjessigold
@epflcswccm
@boggildlab
@virusesimmunity
@mlgg2
@usnehal
@drdanijackson
@medrealities

Top hashtags:
#womeninmedicine
#covid19
#heforshe
#covid_19
#stopsuicide

Description:
Description
The graph represents a network of 2,125 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, 03 June 2020 at 00:51 UTC.

The requested start date was Wednesday, 03 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 12-hour, 55-minute period from Wednesday, 20 May 2020 at 00:26 UTC to Tuesday, 02 June 2020 at 13:21 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 : 2125
Unique Edges : 10004
Edges With Duplicates : 17230
Total Edges : 27234
Number of Edge Types : 5
Mentions : 21560
Replies to : 1023
MentionsInRetweet : 3757
Retweet : 840
Tweet : 54
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.097128894318876
Reciprocated Edge Ratio : 0.17706013363029
Connected Components : 8
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 2117
Maximum Edges in a Connected Component : 27223
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.057243
Graph Density : 0.00318333887227207
Modularity : 0.352048
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,125 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, 03 June 2020 at 00:51 UTC.

The requested start date was Wednesday, 03 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 12-hour, 55-minute period from Wednesday, 20 May 2020 at 00:26 UTC to Tuesday, 02 June 2020 at 13:21 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:
[13] https://www.wizmnews.com/2020/05/25/rural-background-helps-mental-health-expert-connect-with-farmers/
[10] https://www.cnbc.com/2020/05/24/mental-health-apps-draw-wave-of-users-as-experts-call-for-oversight.html
[8] https://thehill.com/policy/healthcare/500217-us-ill-prepared-for-coronavirus-fueled-mental-health-crisis#.XtOb1p7izEU.twitter
[8] https://www.nbcnews.com/news/asian-america/icu-doctor-finds-time-create-donate-health-worker-wellness-bags-n1202306
[7] https://www.linkedin.com/groups/4172177/
[7] https://www.newsweek.com/2020/06/05/mental-health-toll-coronavirus-could-rival-that-disease-itself-1506664.html
[5] https://www.wbal.com/article/461962/3/baltimore-city-launches-mental-health-workgroup-to-ease-psychological-impact-of-shutdown
[5] https://www.elizabethkelleylaw.com/mentaldisabilityblog/report-released-on-psychological-effects-of-family-separation
[4] https://www.seattletimes.com/seattle-news/health/new-report-arrests-at-seattle-hospitals-highlight-gaps-in-mental-health-systems/
[4] https://hbr.org/2020/05/how-to-cope-with-that-always-on-feeling

Top URLs in Tweet in G1:
[13] https://www.wizmnews.com/2020/05/25/rural-background-helps-mental-health-expert-connect-with-farmers/
[10] https://www.cnbc.com/2020/05/24/mental-health-apps-draw-wave-of-users-as-experts-call-for-oversight.html
[8] https://thehill.com/policy/healthcare/500217-us-ill-prepared-for-coronavirus-fueled-mental-health-crisis#.XtOb1p7izEU.twitter
[7] https://www.nbcnews.com/news/asian-america/icu-doctor-finds-time-create-donate-health-worker-wellness-bags-n1202306
[6] https://www.linkedin.com/groups/4172177/
[6] https://www.newsweek.com/2020/06/05/mental-health-toll-coronavirus-could-rival-that-disease-itself-1506664.html
[5] https://www.elizabethkelleylaw.com/mentaldisabilityblog/report-released-on-psychological-effects-of-family-separation
[5] https://www.wbal.com/article/461962/3/baltimore-city-launches-mental-health-workgroup-to-ease-psychological-impact-of-shutdown
[4] https://www.seattletimes.com/seattle-news/health/new-report-arrests-at-seattle-hospitals-highlight-gaps-in-mental-health-systems/
[4] https://hbr.org/2020/05/how-to-cope-with-that-always-on-feeling

Top URLs in Tweet in G2:
[1] https://twitter.com/DrHowardLiu/status/1265636292483854337
[1] https://twitter.com/jenheemstra/status/1264525622375841792
[1] https://twitter.com/nadiasdaly/status/1264730989546225664
[1] https://www.medpagetoday.com/columns/fromtheeditors/80511
[1] https://twitter.com/TheAtlantic/status/1263980843590090754
[1] https://www.kitsapsun.com/story/opinion/columnists/2020/05/29/niran-al-agba-being-ally-people-color/5278238002/
[1] https://twitter.com/ktamirisamd/status/1264561481951129600
[1] https://twitter.com/drmarthagulati/status/1267462954888294400
[1] https://medium.com/equality-includes-you/what-white-people-can-do-for-racial-justice-f2d18b0e0234
[1] https://www.nytimes.com/2020/05/06/well/move/kids-exercise-teenagers-children-virus.html?smid=tw-share

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1266421485033476096
[1] https://twitter.com/i/web/status/1266411285840830465

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1264006515318378496
[1] https://twitter.com/acpinternists/status/1266080593089114117
[1] https://twitter.com/ACPinternists/status/1261341869218414592
[1] https://www.pdxmonthly.com/health-and-wellness/2020/05/portland-couples-therapist-studies-the-impact-of-shelter-in-place-orders
[1] https://journals.lww.com/jaaos/pages/articleviewer.aspx?year=2020&issue=06010&article=00005
[1] https://www.nationalreview.com/news/a-years-worth-of-suicide-attempts-in-the-last-four-weeks-california-doctor-calls-for-end-to-lockdown/

Top URLs in Tweet in G5:
[3] https://www.sideeffectspublicmedia.org/post/some-doctors-struggle-guilt-amid-covid-19-crisis
[1] https://twitter.com/i/web/status/1262914818568261635

Top URLs in Tweet in G6:
[1] https://medium.com/@ajadad/what-kind-of-pandemic-would-you-like-to-unleash-30a936177716

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1263381931531448322
[1] https://twitter.com/i/web/status/1263379471710556161
[1] https://twitter.com/i/web/status/1263378714970058752
[1] https://twitter.com/i/web/status/1263378994847608833
[1] https://twitter.com/i/web/status/1263375301465309189

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1264527309354270727

Top Domains
Top Domains in Tweet in Entire Graph:
[229] twitter.com
[13] wizmnews.com
[10] cnbc.com
[8] thehill.com
[8] nytimes.com
[8] youtube.com
[8] nbcnews.com
[7] linkedin.com
[7] newsweek.com
[5] wbal.com

Top Domains in Tweet in G1:
[184] twitter.com
[13] wizmnews.com
[10] cnbc.com
[8] thehill.com
[7] nytimes.com
[7] nbcnews.com
[7] youtube.com
[6] linkedin.com
[6] newsweek.com
[5] elizabethkelleylaw.com

Top Domains in Tweet in G2:
[16] twitter.com
[1] medpagetoday.com
[1] kitsapsun.com
[1] medium.com
[1] nytimes.com
[1] linkedin.com
[1] nasn.org
[1] nbcnews.com
[1] newsweek.com
[1] youtube.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] pdxmonthly.com
[1] lww.com
[1] nationalreview.com

Top Domains in Tweet in G5:
[3] sideeffectspublicmedia.org
[1] twitter.com

Top Domains in Tweet in G6:
[1] medium.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] womeninmedicine
[42] covid19
[33] heforshe
[21] covid_19
[21] stopsuicide
[21] mentalhealthawarenessmonth
[20] beheretomorrow
[19] pandemic
[17] womeninstem
[16] wimupstanderschat



Top Hashtags in Tweet in G1:
[35] covid19
[21] stopsuicide
[20] covid_19
[20] mentalhealthawarenessmonth
[20] beheretomorrow
[17] womeninmedicine
[16] womeninstem
[15] unmcpsychgr
[14] pandemic
[13] memorialday

Top Hashtags in Tweet in G2:
[7] covid19
[5] pandemic
[5] medtwitter
[4] lockdown
[4] cardiotwitter
[3] nbfsquad
[3] medstudenttwitter
[3] accwic
[2] lasttripbeforelockdown
[2] staysafe

Top Hashtags in Tweet in G3:
[7] physiatry
[5] meded
[2] emergencymedicine
[2] familymedicine
[2] followfriday
[2] pmrtwitter
[2] pmr
[2] globalhealth
[1] forkobe
[1] cardiologist

Top Hashtags in Tweet in G4:
[24] womeninmedicine
[24] heforshe
[13] wimupstanderschat
[1] advocacy
[1] upstanders
[1] bystanders
[1] wimupstanderchat
[1] microbiome
[1] medtwitter
[1] meded

Top Hashtags in Tweet in G5:
[1] whydoctorswrite
[1] anesthesiology
[1] genderinequality
[1] womeninmedicine

Top Hashtags in Tweet in G8:
[1] camhs

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[753] drhowardliu
[210] drjessigold
[152] virusesimmunity
[134] jack_turban
[132] drmarleydoyle
[123] judgewren
[122] drdanielgih
[118] health
[117] arghavan_salles
[117] drvantilburg

Top Words in Tweet in G2:
[375] drhowardliu
[344] docbasia
[320] boggildlab
[284] drmarthagulati
[272] drvantilburg
[243] ktamirisamd
[235] usnehal
[231] drdanijackson
[208] drjessigold
[205] drjcofthedc

Top Words in Tweet in G3:
[78] diannahnguyen1
[77] drhowardliu
[76] alison_ho_
[76] timimcclellan
[74] drnicoletfinger
[74] kfraseroms
[73] tcom_unthsc
[72] jasminenguyen__
[72] jpham_100
[69] ms_ayahhamza

Top Words in Tweet in G4:
[91] drhowardliu
[91] amyoxentenkomd
[64] indupartha
[62] arghavan_salles
[61] tomvarghesejr
[58] fammed_bailey
[58] prolenequeen
[58] gretchemaben
[58] fuzzymittens
[58] drcswilliam

Top Words in Tweet in G5:
[15] drhowardliu
[8] emarianomd
[6] ahmedhankir
[4] kbprods
[4] stanfordmedmuse
[4] danielleofri
[4] stanfordmed
[4] stanfordanes
[4] burgartbioethix
[4] rubraveenough

Top Words in Tweet in G6:
[10] drhowardliu
[5] dr
[4] nytimes
[3] spread
[3] data
[3] drjawahars
[3] docvjg
[3] lewislanemh
[3] doctor_amanda
[3] goldfriedmarvin

Top Words in Tweet in G7:
[2] drhowardliu

Top Words in Tweet in G8:
[3] geopsychiatry
[2] sopsychd
[2] alyscoleking
[2] pookyh
[2] phoenixedsarah
[2] drlucymcg
[2] drminasays
[2] tamsin_j_ford
[2] sjblakemore

Top Words in Tweet in G9:
[17] drhowardliu
[17] riadhabed1
[17] danielnettle
[16] randynesse
[14] allenfrancesmd
[14] got_anxiety
[14] isemph
[14] evmedasu
[14] humbehevosoc
[9] anxietyuk

Top Words in Tweet in G10:
[11] gary_hensel
[11] ciaracalnan2gm2
[11] havenlust
[11] johnrhamilton2
[11] drhowardliu
[11] jwpoweryourlife
[10] brain_lupus
[10] karijoys
[6] happy
[5] kindnesscode

Top Word Pairs
Top Word Pairs in Tweet in G2:
[90] drjcofthedc,drhowardliu
[56] drhowardliu,drvantilburg
[56] drjessigold,ayesha_mian1
[56] drvantilburg,drjessigold
[54] ayesha_mian1,saadomer3
[53] saadomer3,robincogan
[53] robincogan,iamn0tthe1
[52] ktamirisamd,boggildlab
[49] iamritu,drmarthagulati
[45] drjrmarcelin,zainabasamad

Top Word Pairs in Tweet in G3:
[201] drhowardliu,drnicoletfinger
[191] drnicoletfinger,kfraseroms
[188] kfraseroms,jasminenguyen__
[187] jpham_100,ms_ayahhamza
[175] jasminenguyen__,jpham_100
[165] ms_ayahhamza,dr_michael_pj
[160] dr_michael_pj,mvgutierrezmd
[155] mvgutierrezmd,tcom_unthsc
[150] lexykindt,roccodeasis
[149] jon_koehler,_andykramer

Top Word Pairs in Tweet in G4:
[74] fammed_bailey,prolenequeen
[73] arghavan_salles,gretchemaben
[72] gretchemaben,fuzzymittens
[69] fuzzymittens,drcswilliam
[68] drcswilliam,lady_cerebellum
[68] lady_cerebellum,drhelenbernie
[68] drhelenbernie,natalie_zink
[66] natalie_zink,ashleygwinter
[66] ashleygwinter,callie_mt
[66] callie_mt,renamalikmd

Top Word Pairs in Tweet in G5:
[58] danielleofri,stanfordmed
[58] stanfordmed,stanfordanes
[58] stanfordanes,burgartbioethix
[58] burgartbioethix,rubraveenough
[58] doctors,struggle
[58] struggle,guilt
[58] guilt,during
[58] during,covid
[58] covid,aafp
[58] aafp,umfamilymed

Top Word Pairs in Tweet in G6:
[4] drhowardliu,nytimes
[4] drjawahars,docvjg
[4] docvjg,lewislanemh
[4] lewislanemh,doctor_amanda
[3] doctor_amanda,drhowardliu
[3] drhowardliu,goldfriedmarvin
[3] goldfriedmarvin,cspyyc
[3] cspyyc,navrang
[3] navrang,drchandra7
[3] drchandra7,drdsinger

Top Word Pairs in Tweet in G7:

Top Word Pairs in Tweet in G8:
[] geopsychiatry,sopsychd
[] sopsychd,alyscoleking
[] alyscoleking,pookyh
[] pookyh,phoenixedsarah
[] phoenixedsarah,drlucymcg
[] drlucymcg,drminasays
[] drminasays,tamsin_j_ford
[] tamsin_j_ford,sjblakemore

Top Word Pairs in Tweet in G9:
[2] drhowardliu,riadhabed1
[2] riadhabed1,danielnettle
[2] danielnettle,allenfrancesmd
[2] allenfrancesmd,got_anxiety
[2] got_anxiety,isemph
[2] isemph,evmedasu
[2] evmedasu,humbehevosoc
[2] randynesse,drhowardliu
[] humbehevosoc,anxietyuk
[] anxietyuk,profpaulgilbert

Top Word Pairs in Tweet in G10:
[17] gary_hensel,ciaracalnan2gm2
[17] ciaracalnan2gm2,havenlust
[14] havenlust,johnrhamilton2
[14] johnrhamilton2,drhowardliu
[14] drhowardliu,jwpoweryourlife
[14] jwpoweryourlife,karijoys
[14] brain_lupus,gary_hensel
[13] happy,sunday
[9] sunday,gary_hensel
[9] kerrywekelo,chaos2cured

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@drjessigold
@docbasia
@drvantilburg
@tomfolanmd
@boggildlab
@jenniferleahmd
@ktamirisamd
@drmarleydoyle
@drdanijackson

Top Replied-To in G1:
@drhowardliu
@drjessigold
@drvantilburg
@jenniferleahmd
@drmarleydoyle
@tylerblack32
@drdanijackson
@arghavan_salles
@epflcswccm
@sastrongmd

Top Replied-To in G2:
@docbasia
@tomfolanmd
@boggildlab
@ktamirisamd
@shrimplingsoup
@maryfernando_
@usnehal
@drvantilburg
@drbartacus
@drcswilliam

Top Replied-To in G3:
@timimcclellan
@alison_ho_
@phungannie03
@helen_b_burks
@justin_owensbsn
@drharrislakers
@bre_martinez8
@mustafabasree
@the_claw9
@rickyjumed

Top Replied-To in G4:
@k_liebowitz
@rakheebhayanimd
@nicoleb_md
@drcorriel
@pediatricskc
@amyoxentenkomd
@drhowardliu
@kentdelay
@indupartha
@danieljweiner

Top Replied-To in G5:
@drhowardliu
@emarianomd
@berci
@saroosharda_md
@liangrhea
@ahmedhankir
@acepnow
@rcpsych

Top Replied-To in G6:
@drhowardliu
@drjawahars
@gvemeabreak
@eliowa
@nightshiftmd
@theresaboyle
@epaultaylor

Top Replied-To in G7:
@drhowardliu
@kwasson2

Top Replied-To in G8:
@geopsychiatry

Top Replied-To in G9:
@randynesse

Top Replied-To in G10:
@brain_lupus

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@drvantilburg
@drjessigold
@docbasia
@boggildlab
@arghavan_salles
@drmarthagulati
@usnehal
@drdanijackson
@ktamirisamd

Top Mentioned in G1:
@drhowardliu
@drjessigold
@virusesimmunity
@jack_turban
@drdanielgih
@judgewren
@drmarleydoyle
@arghavan_salles
@drvantilburg
@tylerblack32

Top Mentioned in G2:
@drhowardliu
@docbasia
@boggildlab
@drmarthagulati
@drvantilburg
@usnehal
@drdanijackson
@ktamirisamd
@drjcofthedc
@drjessigold

Top Mentioned in G3:
@drhowardliu
@drnicoletfinger
@diannahnguyen1
@kfraseroms
@jasminenguyen__
@jpham_100
@timimcclellan
@alison_ho_
@ms_ayahhamza
@mvgutierrezmd

Top Mentioned in G4:
@drhowardliu
@amyoxentenkomd
@arghavan_salles
@tomvarghesejr
@indupartha
@fammed_bailey
@prolenequeen
@gretchemaben
@fuzzymittens
@drcswilliam

Top Mentioned in G5:
@drhowardliu
@ahmedhankir
@emarianomd
@stanfordmedmuse
@danielleofri
@stanfordmed
@stanfordanes
@burgartbioethix
@rubraveenough
@aafp

Top Mentioned in G6:
@drhowardliu
@who
@nytimes
@docvjg
@lewislanemh
@doctor_amanda
@goldfriedmarvin
@cspyyc
@navrang
@drchandra7

Top Mentioned in G7:
@gimapreceptor
@adamlalley
@mcarneymd
@drahuja
@kapoormeded
@sjauhar
@tommcginn4
@billfrank
@mapetrizz
@zuckersom

Top Mentioned in G8:
@sopsychd
@alyscoleking
@pookyh
@phoenixedsarah
@drlucymcg
@drminasays
@tamsin_j_ford
@sjblakemore
@docinthecity
@geopsychiatry

Top Mentioned in G9:
@drhowardliu
@riadhabed1
@danielnettle
@allenfrancesmd
@got_anxiety
@isemph
@evmedasu
@humbehevosoc
@anxietyuk
@profpaulgilbert

Top Mentioned in G10:
@gary_hensel
@ciaracalnan2gm2
@havenlust
@johnrhamilton2
@drhowardliu
@jwpoweryourlife
@karijoys
@brain_lupus
@kindnesscode
@jsimoncavage

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@mhall55nine
@mccarrenbill
@john_siracusa
@brontyman
@lizditz
@femtech_
@frecklesxx20
@adunlea
@mstepczyk

Top Tweeters in G1:
@jurylady5
@john_siracusa
@brontyman
@lizditz
@femtech_
@frecklesxx20
@adunlea
@mstepczyk
@njdoc
@sameihuda

Top Tweeters in G2:
@mhall55nine
@vernapolitics
@rwang0
@wordfinga
@scott_squires
@drferdowsi
@doritmi
@youngchris27040
@sminaev2015
@cancergeek

Top Tweeters in G3:
@shay_letsemknow
@drgeeone
@kreepklebsiella
@drnic
@mylezhighclub
@uneffable_
@2davez
@j_thepa
@tcymet
@jasminenguyen__

Top Tweeters in G4:
@mccarrenbill
@edyong209
@ljtenn
@audible_com
@katierosman
@drjaimefriedman
@etsshow
@hopkinsmedicine
@jodipicoult
@drsuegross

Top Tweeters in G5:
@mancunianmedic
@raj_psyc
@potato_chip
@berci
@kevinmd
@drmikesevilla
@dancingthemind
@inquisitivegyn
@amit_pawa
@ron_george

Top Tweeters in G6:
@nytimes
@bbcworld
@torontostar
@thespec
@theagenda
@mlgg2
@navrang
@nightshiftmd
@alandrummond2
@who

Top Tweeters in G7:
@drgjackbrown
@vladduthierscbs
@queenofironyrn
@joemd
@hedy_wald
@kwasson2
@drmardy
@sherbino
@mcarneymd
@mededdoc

Top Tweeters in G8:
@pookyh
@alyscoleking
@drharish139
@psycle_doc
@tamsin_j_ford
@sjblakemore
@phoenixedsarah
@acamh
@fempsych1
@moghraby

Top Tweeters in G9:
@karensalitis
@pcribbett
@cacaskata
@sexyisntsexist
@ryanmruark
@anxietyuk
@allenfrancesmd
@ct_bergstrom
@horganism
@sapinker

Top Tweeters in G10:
@karijoys
@gary_hensel
@jsimoncavage
@susanjmccann
@havenlust
@johnrhamilton2
@kerrywekelo
@ciaracalnan2gm2
@author_s_jeffs
@brain_lupus