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DrHowardLiu_2022-08-16_17-54-40.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2022
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3QO263L
@drhowardliu
@drvantilburg
@drjessigold
@epflcswccm
@boggildlab
@criley_md
@judgewren
@overthemoon4you
@sri_2050
@arghavan_salles

Top hashtags:
#wcp22
#stopsuicide
#beheretomorrow
#weightliftingismytherapy
#988lifeline

Description:
Description
The graph represents a network of 576 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, 17 August 2022 at 00:55 UTC.

The requested start date was Wednesday, 17 August 2022 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, 16-hour, 48-minute period from Wednesday, 03 August 2022 at 07:08 UTC to Tuesday, 16 August 2022 at 23:56 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 : 576
Unique Edges : 1507
Edges With Duplicates : 2383
Total Edges : 3890
Number of Edge Types : 5
Mentions : 2346
Replies to : 249
Retweet : 266
MentionsInRetweet : 967
Tweet : 62
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.116174261392088
Reciprocated Edge Ratio : 0.20816509645581
Connected Components : 10
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 567
Maximum Edges in a Connected Component : 3884
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.841767
Graph Density : 0.00673007246376812
Modularity : 0.356529
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 576 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, 17 August 2022 at 00:55 UTC.

The requested start date was Wednesday, 17 August 2022 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, 16-hour, 48-minute period from Wednesday, 03 August 2022 at 07:08 UTC to Tuesday, 16 August 2022 at 23:56 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:
[5] https://www.statnews.com/2022/08/02/pear-akili-mental-health-app-attrition/
[4] https://www.aamc.org/news-insights/growing-psychiatrist-shortage-enormous-demand-mental-health-services
[4] https://www.businessinsider.com/amazon-plans-to-expand-into-mental-health-services-2022-8?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[3] https://patientengagementhit.com/news/nearly-90-of-patients-with-opioid-use-disorder-lack-medication-access
[3] https://medcitynews.com/2022/08/health-insurance-providers-assisted-growth-in-behavioral-health-access-ahip-survey-shows/
[3] https://twitter.com/drdanielgih/status/1556737918751891456
[2] https://www.frontiersin.org/articles/10.3389/fpsyt.2022.900615/full
[2] https://twitter.com/drhowardliu/status/1554839222653259776
[2] https://twitter.com/drhowardliu/status/1557429397774368772
[1] https://twitter.com/i/web/status/1559690701356646404

Top URLs in Tweet in G1:
[3] https://twitter.com/drdanielgih/status/1556737918751891456
[3] https://www.aamc.org/news-insights/growing-psychiatrist-shortage-enormous-demand-mental-health-services
[2] https://twitter.com/drhowardliu/status/1554839222653259776
[1] https://twitter.com/JulieSilverMD/status/1554767794884976641
[1] https://twitter.com/tanyawildes/status/1554982402811985921
[1] https://twitter.com/buitengebieden/status/1554717119807365376
[1] https://twitter.com/becomingdrhines/status/1554942765544443906
[1] https://twitter.com/thefigen/status/1554865683900649476
[1] https://twitter.com/sri_2050/status/1555779859904770048
[1] https://twitter.com/tansuyegen/status/1556522930493857794

Top URLs in Tweet in G2:
[5] https://www.statnews.com/2022/08/02/pear-akili-mental-health-app-attrition/
[4] https://www.businessinsider.com/amazon-plans-to-expand-into-mental-health-services-2022-8?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[3] https://medcitynews.com/2022/08/health-insurance-providers-assisted-growth-in-behavioral-health-access-ahip-survey-shows/
[3] https://patientengagementhit.com/news/nearly-90-of-patients-with-opioid-use-disorder-lack-medication-access
[2] https://www.frontiersin.org/articles/10.3389/fpsyt.2022.900615/full
[1] https://twitter.com/i/web/status/1559690701356646404
[1] https://twitter.com/i/web/status/1559525644387893248
[1] https://twitter.com/i/web/status/1559524060240945153
[1] https://twitter.com/i/web/status/1550674815018745857
[1] https://twitter.com/jonathanstea/status/1554903289082179584

Top URLs in Tweet in G3:
[1] https://twitter.com/APApsychiatric/status/1557774600586633220
[1] https://twitter.com/DrHowardLiu/status/1557363545762930689
[1] https://twitter.com/drjessigold/status/1557036661904744448

Top URLs in Tweet in G4:
[1] https://www.ajc.com/business/million-forest-walk-now-most-popular-artwork-hartsfield-jackson/Ngedn4THKiogkEuEWxya8J/

Top URLs in Tweet in G5:
[1] https://www.amazon.com/Brave-Boundaries-Strategies-Control-Empowered/dp/0757324193/ref=sr_1_1?crid=1QCBDM02RFRGM&keywords=brave+boundaries+sasha&qid=1657482790&sprefix=brave+boun,aps,136&sr=8-1&utm_campaign=Brave+Boundaries
[1] https://twitter.com/yanevaldezt/status/1558852484646391808

Top URLs in Tweet in G6:
[1] https://time.com/5484506/fertility-egg-freezing/
[1] https://twitter.com/ebmalinzakMD/status/1554943502529724416

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1559169771664465921
[1] https://neahec.tfaforms.net/65

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1559422214579007488

Top URLs in Tweet in G9:
[1] https://twitter.com/DrHowardLiu/status/1554839222653259776
[1] https://twitter.com/DrHowardLiu/status/1556963531387445248
[1] https://twitter.com/drhowardliu/status/1557709116449214464
[1] https://twitter.com/DrHowardLiu/status/1557562680529096711
[1] https://twitter.com/drhowardliu/status/1558493968815489024
[1] https://twitter.com/DrHowardLiu/status/1558546705909432320

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1559616420799037441

Top Domains
Top Domains in Tweet in Entire Graph:
[82] twitter.com
[5] statnews.com
[4] aamc.org
[4] businessinsider.com
[3] patientengagementhit.com
[3] medcitynews.com
[2] frontiersin.org
[2] youtube.com
[1] spotify.com
[1] theguardian.com

Top Domains in Tweet in G1:
[53] twitter.com
[3] aamc.org
[1] cnn.com
[1] youtube.com
[1] nytimes.com
[1] goeshow.com
[1] indianteachersofpsychiatry.com
[1] windows.net
[1] psychologytoday.com

Top Domains in Tweet in G2:
[15] twitter.com
[5] statnews.com
[4] businessinsider.com
[3] medcitynews.com
[3] patientengagementhit.com
[2] frontiersin.org
[1] khn.org
[1] opb.org
[1] theguardian.com
[1] thehill.com

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

Top Domains in Tweet in G4:
[1] ajc.com

Top Domains in Tweet in G5:
[1] amazon.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] time.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] tfaforms.net

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] wcp22
[18] stopsuicide
[18] beheretomorrow
[18] weightliftingismytherapy
[18] 988lifeline
[16] psychtwitter
[13] medtwitter
[10] wpa22
[8] virtualcare
[8] collaborativecare



Top Hashtags in Tweet in G1:
[33] wcp22
[10] medtwitter
[9] wpa22
[8] psychtwitter
[6] unmcpsychgr
[6] meded
[5] collegemhchat
[4] womeninmedicine
[4] unmcpsychres
[4] advocacy

Top Hashtags in Tweet in G2:
[8] psychtwitter
[6] virtualcare
[6] collaborativecare
[6] pcmh
[4] access
[3] wholistichealthequitywarriors
[3] teletherapy
[3] outcoems
[3] stopsuicide
[3] beheretomorrow

Top Hashtags in Tweet in G3:
[2] mentalhealth
[1] collegemhchat
[1] medtwitter
[1] mentalhealthmatters
[1] youthmentalhealth
[1] adolescentmentalhealth
[1] virtualcare
[1] collaborativecare
[1] pcmh

Top Hashtags in Tweet in G4:
[1] artwork
[1] teletherapy
[1] access
[1] outcoems

Top Hashtags in Tweet in G5:
[1] womeninmedicine

Top Hashtags in Tweet in G6:
[1] some
[1] findingyourtribe
[1] medtwitter
[1] wednesdaythought
[1] parenting
[1] womeninmedicine
[1] heforshe

Top Hashtags in Tweet in G7:
[2] pediatrics
[1] primarycare

Top Hashtags in Tweet in G8:
[15] stopsuicide
[15] beheretomorrow
[15] weightliftingismytherapy
[15] 988lifeline

Top Words
Top Words in Tweet in Entire Graph:
[396] drhowardliu
[130] drvantilburg
[73] wpa_psychiatry
[61] health
[60] ujjram
[58] finkshrink
[56] boggildlab
[53] apapsychiatric
[53] castltrastondrs
[50] mental

Top Words in Tweet in G1:
[169] drhowardliu
[69] wpa_psychiatry
[43] apapsychiatric
[39] students
[38] dr
[37] health
[36] bangkok
[36] sri_2050
[34] mental
[33] med

Top Words in Tweet in G2:
[128] drhowardliu
[83] drvantilburg
[53] finkshrink
[52] ujjram
[33] epflcswccm
[31] boggildlab
[30] kids
[30] pfagell
[29] castltrastondrs
[28] drswhitaker

Top Words in Tweet in G3:
[33] drhowardliu
[26] jack_turban
[18] drjessigold
[18] amybarnhorst
[17] poojalakshmin
[17] chandan_khandai
[16] kazjnelson
[13] chasetmanderson
[13] zhealaqayyum
[13] pedipsych

Top Words in Tweet in G4:
[18] drhowardliu
[13] criley_md
[13] drkhan_do
[12] davidepsteinmd
[12] dmaronoff
[11] castltrastondrs
[10] drvantilburg
[10] physicianswkly
[10] tomfolanmd
[10] usnehal

Top Words in Tweet in G5:
[22] boggildlab
[21] ktamirisamd
[15] wordfinga
[15] docwoc71
[14] arghavan_salles
[13] drhowardliu
[12] drvantilburg
[12] amydjohn
[11] castltrastondrs
[11] gijanespeaks

Top Words in Tweet in G6:
[13] drhowardliu
[9] amyoxentenkomd
[6] lindanguyenmd
[6] drvantilburg
[6] arghavan_salles
[6] austinchiangmd
[6] katescarlata_rd
[6] alvarezzzy
[6] mikegisondi
[6] drrosenibd

Top Words in Tweet in G7:
[13] drhowardliu
[12] thartman2u
[11] bhecn1
[11] aacap
[11] cfra
[11] ruralfutures
[11] nicolecarritt
[11] unmccoph
[11] health_affairs
[10] cas_unk

Top Words in Tweet in G8:
[17] dramandamcgough
[16] judgewren
[15] easy
[15] sunday
[15] morning
[15] #stopsuicide
[15] #beheretomorrow
[15] #weightliftingismytherapy
[14] 1of2vics
[13] #988lifeline

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] mental,health
[33] pfagell,drhowardliu
[31] drhowardliu,finkshrink
[31] finkshrink,castltrastondrs
[30] castltrastondrs,boggildlab
[29] boggildlab,drswhitaker
[23] drhowardliu,ujjram
[23] drronnesia,reginegalanti
[22] drhowardliu,wpa_psychiatry
[21] pres_apa,saullevinmd

Top Word Pairs in Tweet in G1:
[30] mental,health
[22] drhowardliu,wpa_psychiatry
[16] #wcp22,bangkok
[16] pres_apa,saullevinmd
[16] med,students
[15] sri_2050,drhowardliu
[14] great,see
[13] drhowardliu,apapsychiatric
[12] wpa_psychiatry,autp2
[12] social,media

Top Word Pairs in Tweet in G2:
[29] pfagell,drhowardliu
[27] drhowardliu,finkshrink
[27] castltrastondrs,boggildlab
[26] finkshrink,castltrastondrs
[26] boggildlab,drswhitaker
[23] drronnesia,reginegalanti
[23] drhowardliu,ujjram
[21] reginegalanti,therapisttamara
[21] drtifftaft,drlowkapalu
[20] dremilyedlynn,drtifftaft

Top Word Pairs in Tweet in G3:
[16] kazjnelson,drhowardliu
[14] amybarnhorst,chandan_khandai
[13] poojalakshmin,amybarnhorst
[13] chandan_khandai,kazjnelson
[13] drhowardliu,zhealaqayyum
[13] zhealaqayyum,pedipsych
[12] pedipsych,nehachaudharymd
[11] jack_turban,drjessigold
[10] drjessigold,chasetmanderson
[10] chasetmanderson,poojalakshmin

Top Word Pairs in Tweet in G4:
[12] davidepsteinmd,dmaronoff
[9] acweyand,barbararoblesmd
[9] barbararoblesmd,drvantilburg
[9] drvantilburg,drcorriel
[9] drcorriel,davidepsteinmd
[8] drkhan_do,criley_md
[8] criley_md,acweyand
[7] dmaronoff,etsshow
[6] overthemoon4you,drkhan_do
[6] braincoach333,physicianswkly

Top Word Pairs in Tweet in G5:
[11] arghavan_salles,amyoxentenkomd
[11] docbasia,wordfinga
[11] wordfinga,amydjohn
[11] amydjohn,docwoc71
[11] docwoc71,divadocsbos
[10] boggildlab,arghavan_salles
[9] divadocsbos,gijanespeaks
[8] boggildlab,ktamirisamd
[8] ktamirisamd,castltrastondrs
[8] castltrastondrs,deannamarie208

Top Word Pairs in Tweet in G6:
[6] drhowardliu,austinchiangmd
[6] austinchiangmd,katescarlata_rd
[6] katescarlata_rd,alvarezzzy
[6] alvarezzzy,mikegisondi
[6] mikegisondi,drrosenibd
[5] arghavan_salles,drhowardliu
[5] drrosenibd,amyoxentenkomd
[4] lindanguyenmd,arghavan_salles
[4] amyoxentenkomd,drvantilburg
[3] bethfratesmd,amyoxentenkomd

Top Word Pairs in Tweet in G7:
[11] drhowardliu,bhecn1
[11] bhecn1,aacap
[11] aacap,cfra
[11] cfra,ruralfutures
[11] ruralfutures,thartman2u
[11] thartman2u,nicolecarritt
[11] nicolecarritt,unmccoph
[11] unmccoph,health_affairs
[8] health_affairs,shamanemi
[7] cas_unk,drhowardliu

Top Word Pairs in Tweet in G8:
[16] dramandamcgough,judgewren
[15] easy,sunday
[15] sunday,morning
[15] morning,#stopsuicide
[15] #stopsuicide,#beheretomorrow
[15] #beheretomorrow,#weightliftingismytherapy
[13] #weightliftingismytherapy,#988lifeline
[13] #988lifeline,dramandamcgough
[12] 1of2vics,easy
[5] judgewren,drhowardliu

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@drvantilburg
@jack_turban
@lindanguyenmd
@boggildlab
@epflcswccm
@barbararoblesmd
@finkshrink
@sri_2050
@harshtrivedimd

Top Replied-To in G1:
@drhowardliu
@drvantilburg
@sri_2050
@drjessigold
@apapsychiatric
@scottvernaglia
@judgewren
@javeedsukhera
@tanyawildes
@abnermason

Top Replied-To in G2:
@drvantilburg
@drhowardliu
@finkshrink
@epflcswccm
@boggildlab
@tabibian_mdphd
@opsafeintl
@barbararoblesmd
@harshtrivedimd
@nrsaran

Top Replied-To in G3:
@jack_turban
@drhowardliu
@drvantilburg
@kelseywaitsmn
@chasetmanderson
@drjengunter
@shirafish
@jessgrose
@poojalakshmin

Top Replied-To in G4:
@drhowardliu
@braincoach333
@overthemoon4you
@criley_md
@tcgannon
@drvantilburg
@drkhan_do

Top Replied-To in G5:
@boggildlab
@drvantilburg
@ktamirisamd
@drhowardliu

Top Replied-To in G6:
@lindanguyenmd
@drhowardliu
@robincogan
@hansabhargavamd
@juliesilvermd

Top Replied-To in G7:
@cas_unk
@nebraskasower

Top Replied-To in G8:
@1of2vics

Top Replied-To in G10:
@harshtrivedimd

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@drvantilburg
@wpa_psychiatry
@ujjram
@finkshrink
@castltrastondrs
@apapsychiatric
@boggildlab
@drjessigold
@pfagell

Top Mentioned in G1:
@drhowardliu
@wpa_psychiatry
@apapsychiatric
@sri_2050
@saullevinmd
@pres_apa
@autp2
@unmcpsychiatry
@unmc
@drdanielgih

Top Mentioned in G2:
@drhowardliu
@drvantilburg
@ujjram
@finkshrink
@pfagell
@epflcswccm
@boggildlab
@castltrastondrs
@nicolenugentphd
@drswhitaker

Top Mentioned in G3:
@drhowardliu
@drjessigold
@amybarnhorst
@chandan_khandai
@jack_turban
@poojalakshmin
@kazjnelson
@zhealaqayyum
@pedipsych
@nehachaudharymd

Top Mentioned in G4:
@drhowardliu
@davidepsteinmd
@dmaronoff
@drkhan_do
@criley_md
@castltrastondrs
@physicianswkly
@tomfolanmd
@usnehal
@drdimitrios

Top Mentioned in G5:
@ktamirisamd
@boggildlab
@wordfinga
@docwoc71
@arghavan_salles
@drhowardliu
@amydjohn
@castltrastondrs
@gijanespeaks
@amyoxentenkomd

Top Mentioned in G6:
@drhowardliu
@amyoxentenkomd
@drvantilburg
@arghavan_salles
@austinchiangmd
@katescarlata_rd
@alvarezzzy
@mikegisondi
@drrosenibd
@amcollegegastro

Top Mentioned in G7:
@drhowardliu
@thartman2u
@bhecn1
@aacap
@cfra
@ruralfutures
@nicolecarritt
@unmccoph
@health_affairs
@nebraskasower

Top Mentioned in G8:
@dramandamcgough
@judgewren
@1of2vics
@drhowardliu
@bartandrews
@cmoutiermd
@mdsantopietro
@socworkpodcast
@patcothammeck
@dangillison

Top Mentioned in G10:
@lisabdixon
@drhowardliu
@scottaaronson81
@mindbrainmd
@carolbernmd
@tapkidmd
@ludefariamd

Top Tweeters
Top Tweeters in Entire Graph:
@businessinsider
@nytimes
@sameihuda
@pkanagaratnam
@wordfinga
@themuslimhippie
@kimhenke1
@tomvarghesejr
@susanadeleonmd
@drjengunter

Top Tweeters in G1:
@sameihuda
@ektashahmd
@bryanwempen
@godispeacenluv
@cryptovitas
@namd4kids
@wendyburn
@moritherapy
@drhowardliu
@simiyu039

Top Tweeters in G2:
@businessinsider
@pkanagaratnam
@susanadeleonmd
@lluis1966
@markwwilsonmd
@evolutionarypsy
@doctor_david
@bonillal1
@stuckonsw
@socworkpodcast

Top Tweeters in G3:
@kimhenke1
@drjengunter
@wfkars
@sharkfu
@chasetmanderson
@drjessigold
@meganranney
@kericarbaugh
@candice_counsel
@coherencemed

Top Tweeters in G4:
@russhogarth
@usnehal
@carolynfahm
@etsshow
@kari_jerge
@drlindamd
@deonandan
@drshamwell
@mahealthforkids
@ahemddr

Top Tweeters in G5:
@nytimes
@wordfinga
@heartotxheartmd
@drmarthagulati
@bifnaked
@deannamarie208
@ra
@hvanspall
@amydjohn
@ktamirisamd

Top Tweeters in G6:
@tomvarghesejr
@robincogan
@bethfratesmd
@arghavan_salles
@neilflochmd
@choo_ek
@aliraja_md
@futuredocs
@drjaimefriedman
@darakass

Top Tweeters in G7:
@thartman2u
@nebraskasower
@ahrqnews
@health_affairs
@docsocksomaha
@wpr
@coachmarcbauer
@unkbiol106
@unkearney
@cfra

Top Tweeters in G8:
@bartandrews
@karibowiehertel
@ambersaysshine
@samhsagov
@wizdomisms
@freddyshegog
@patcothammeck
@1of2vics
@mdsantopietro
@action_alliance

Top Tweeters in G9:
@themuslimhippie
@aydemavy
@jmmh123
@dukepsychiatry
@ccagande
@drdbeech
@pama
@drjea
@staa

Top Tweeters in G10:
@drjessisommdmph
@lisabdixon
@tapkidmd
@mindbrainmd
@ludefariamd
@carolbernmd
@scottaaronson81