DrHowardLiu, Twitter, 6/1/2022 1:03:07 AM, 277419


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DrHowardLiu_2022-05-31_17-54-40.xlsx
DrHowardLiu_2022-05-31_17-54-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2022
Short Description:
DrHowardLiu via NodeXL https://bit.ly/3GAa8JC
@drhowardliu
@epflcswccm
@cj_footemd
@judgewren
@barbararoblesmd
@apapsychiatric
@drkhan_do
@drlondonotobon
@ujjram
@drvantilburg

Top hashtags:
#apaam22
#mentalhealthawarenessmonth
#texas
#psychtwitter
#uvalde

Description:
Description
The graph represents a network of 1,022 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, 01 June 2022 at 00:55 UTC.

The requested start date was Wednesday, 01 June 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, 14-hour, 42-minute period from Wednesday, 18 May 2022 at 00:01 UTC to Tuesday, 31 May 2022 at 14:43 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 : 1022
Unique Edges : 2471
Edges With Duplicates : 4278
Total Edges : 6749
Number of Edge Types : 5
Replies to : 473
Retweet : 716
MentionsInRetweet : 1848
Tweet : 160
Mentions : 3552
Self-Loops : 168
Reciprocated Vertex Pair Ratio : 0.105441131263449
Reciprocated Edge Ratio : 0.190767519466073
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1006
Maximum Edges in a Connected Component : 6730
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.58369
Graph Density : 0.00344622037026744
Modularity : 0.306773
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,022 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, 01 June 2022 at 00:55 UTC.

The requested start date was Wednesday, 01 June 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, 14-hour, 42-minute period from Wednesday, 18 May 2022 at 00:01 UTC to Tuesday, 31 May 2022 at 14:43 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:
[11] https://twitter.com/drhowardliu/status/1527259238103404544
[7] https://twitter.com/DrHowardLiu/status/1527259238103404544
[5] https://twitter.com/DrHowardLiu/status/1530223870686396416
[5] http://abcnews.go.com/Health/americas-mental-health-care-deserts-hard-access-care/story?id=84301748
[4] https://journals.lww.com/professionalcasemanagementjournal/Fulltext/2022/05000/Collective_Occupational_Trauma,_Health_Care.2.aspx?WT.mc_id=HPxADx20100319xMP
[4] https://www.theguardian.com/society/2022/may/22/record-420000-children-in-england-treated-for-mental-health-problems?CMP=share_btn_tw
[4] https://www.nytimes.com/2022/05/17/magazine/antipsychotic-medications-mental-health.html?smid=tw-share
[4] https://twitter.com/drhowardliu/status/1529212603913973760
[4] https://pubmed.ncbi.nlm.nih.gov/32304285/
[3] https://twitter.com/drhowardliu/status/1527798649861943296

Top URLs in Tweet in G1:
[5] https://twitter.com/drhowardliu/status/1527259238103404544
[2] https://www.vox.com/the-highlight/23076305/breastfeeding-costs-baby-formula-shortage?fbclid=IwAR3RRu6zdmpPxePvnEC9ULOT94Z-7cJJonSWavE1U3bvjPIaUvLejZAFuIs
[2] https://www.ketv.com/article/unmc-psychiatrist-gives-advice-parents-uvalde-shooting/40109000
[2] https://twitter.com/drhowardliu/status/1530223870686396416
[2] https://twitter.com/DrHowardLiu/status/1527798649861943296
[2] https://twitter.com/drhowardliu/status/1526676533640892417
[1] https://twitter.com/sarahasantiago/status/1526643052407926784
[1] https://twitter.com/lilyjianchen/status/1526871351650295808
[1] https://www.cnn.com/2022/05/17/health/fda-covid-booster-kids-5-11/index.html
[1] https://twitter.com/harvardhealth/status/1526669006798737408

Top URLs in Tweet in G2:
[3] https://twitter.com/DrHowardLiu/status/1530223870686396416
[2] https://twitter.com/DrHowardLiu/status/1527259238103404544
[2] https://effectivehealthcare.ahrq.gov/products/mental-health-apps/report
[2] https://twitter.com/drhowardliu/status/1528044640171073539
[2] https://twitter.com/drhowardliu/status/1527259238103404544
[2] https://ajph.aphapublications.org/doi/10.2105/AJPH.2014.302242?cookieSet=1
[2] https://www.youtube.com/watch?v=0vdctsfQlyw&feature=youtu.be

[1] https://twitter.com/NageenDavari/status/1527780337618669568
[1] https://www.psychiatry.org/patients-families/coping-after-disaster-trauma
[1] https://www.sciencedirect.com/science/article/abs/pii/S0193953X22000168?CMX_ID=&SIS_ID=&dgcid=STMJ_AUTH_SERV_PUBLISHED&utm_acid=6683284&utm_campaign=STMJ_AUTH_SERV_PUBLISHED&utm_in=DM258621&utm_medium=email&utm_source=AC_

Top URLs in Tweet in G3:
[3] https://www.nytimes.com/2022/05/17/magazine/antipsychotic-medications-mental-health.html?smid=tw-share
[3] http://abcnews.go.com/Health/americas-mental-health-care-deserts-hard-access-care/story?id=84301748
[2] https://journals.lww.com/professionalcasemanagementjournal/Fulltext/2022/05000/Collective_Occupational_Trauma,_Health_Care.2.aspx?WT.mc_id=HPxADx20100319xMP
[2] https://interprofessionalinsights.com/2022/05/26/advocacy-amid-anguish-for-the-frontline-workforce%ef%bf%bc/
[1] https://twitter.com/drhowardliu/status/1527798649861943296
[1] https://twitter.com/i/web/status/1528385898949120000
[1] https://news.ohsu.edu/2022/05/25/ohsu-statement-on-mass-shooting-at-texas-elementary-school#.Yo47gbqqw2k.twitter
[1] https://ajp.psychiatryonline.org/doi/10.1176/appi.ajp.21101000?cookieSet=1
[1] https://journals.lww.com/professionalcasemanagementjournal/Fulltext/2022/05000/Collective_Occupational_Trauma,_Health_Care.2.aspx
[1] https://khn.org/news/article/resident-physicians-unionize-covid-burnout/

Top URLs in Tweet in G4:
[3] https://www.theguardian.com/society/2022/may/22/record-420000-children-in-england-treated-for-mental-health-problems?CMP=share_btn_tw
[1] https://twitter.com/drhowardliu/status/1529212603913973760
[1] https://twitter.com/drhowardliu/status/1530774081083265024
[1] https://twitter.com/drhowardliu/status/1531293973851033600
[1] https://www.psychotherapynetworker.org/magazine/article/2547/courts-of-dignity
[1] https://twitter.com/judgewren/status/1531355607277658112
[1] https://www.nytimes.com/2022/05/27/opinion/amanda-gorman-uvalde-poem.html
[1] https://www.youtube.com/watch?v=Myj0MAqPWCY&feature=youtu.be

[1] https://twitter.com/judgewren/status/1531307990036492288
[1] https://www.msn.com/en-us/news/crime/14-students-1-teacher-dead-after-shooting-at-elementary-school-governor/ar-AAXFnTa?li=BBnb7Kz

Top URLs in Tweet in G5:
[2] https://www.childrensmercy.org/parent-ish/2022/05/oxygen-mask/
[1] https://twitter.com/stavroskara/status/1530012792610234374
[1] https://twitter.com/drbryanleyva/status/1529433707504967680
[1] https://twitter.com/i/web/status/1528484652700278784
[1] https://twitter.com/dharma_true/status/1527333698701406208?s=20&t=GmhOe6NiQPGGLn7_00TmMw

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1528407992240152576
[1] https://twitter.com/drhowardliu/status/1527259238103404544

Top URLs in Tweet in G8:
[4] https://pubmed.ncbi.nlm.nih.gov/32304285/
[1] https://twitter.com/DrHowardLiu/status/1527259238103404544

Top URLs in Tweet in G9:
[1] https://twitter.com/drhowardliu/status/1527259238103404544

Top URLs in Tweet in G10:
[1] https://closler.org/lifelong-learning-in-clinical-excellence/how-have-you-supported-patients-and-colleagues-who-have-lost-someone-to-suicide
[1] https://closler.org/lifelong-learning-in-clinical-excellence/sharing-mental-health-diagnoses-with-patients

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[9] nytimes.com
[8] cnn.com
[5] sciencedirect.com
[5] lww.com
[5] nih.gov
[5] go.com
[4] psychiatryonline.org
[4] npr.org
[4] theguardian.com

Top Domains in Tweet in G1:
[138] twitter.com
[8] cnn.com
[4] nytimes.com
[3] psychiatryonline.org
[3] sciencedirect.com
[2] vox.com
[2] ketv.com
[1] washingtonpost.com
[1] apa.org
[1] apafdn.org

Top Domains in Tweet in G2:
[52] twitter.com
[2] sciencedirect.com
[2] npr.org
[2] ahrq.gov
[2] aphapublications.org
[2] youtube.com
[1] psychiatry.org
[1] sheleadshealthcare.com
[1] aha.org
[1] jotform.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] lww.com
[3] nytimes.com
[3] go.com
[2] interprofessionalinsights.com
[2] khn.org
[1] ohsu.edu
[1] psychiatryonline.org
[1] theguardian.com
[1] linkedin.com

Top Domains in Tweet in G4:
[8] twitter.com
[3] theguardian.com
[1] psychotherapynetworker.org
[1] nytimes.com
[1] youtube.com
[1] msn.com
[1] ohsu.edu
[1] change.org

Top Domains in Tweet in G5:
[4] twitter.com
[2] childrensmercy.org

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] apaam22
[42] mentalhealthawarenessmonth
[27] texas
[26] psychtwitter
[19] uvalde
[17] stopsuicide
[17] beheretomorrow
[17] weightliftingismytherapy
[11] medtwitter
[11] womeninmedicine



Top Hashtags in Tweet in G1:
[60] apaam22
[20] texas
[14] mentalhealthawarenessmonth
[10] psychtwitter
[7] memorialday
[6] aapi
[6] aapiheritagemonth
[6] womeninmedicine
[5] burnout
[5] healthcare

Top Hashtags in Tweet in G2:
[38] apaam22
[14] psychtwitter
[6] apaam2022
[5] mentalhealthmatters
[5] equity
[5] medtwitter
[5] mentalhealthawarenessmonth
[4] meded
[4] mentalhealth
[4] texas

Top Hashtags in Tweet in G3:
[4] mentalhealth
[2] ddw2022
[2] integratedhealth
[2] mentalhealthawarenessmonth
[2] trauma
[1] wave
[1] prowd
[1] dei
[1] collectiveoccupationaltrauma
[1] mustdobetter

Top Hashtags in Tweet in G4:
[14] stopsuicide
[14] beheretomorrow
[14] weightliftingismytherapy
[13] mentalhealthawarenessmonth
[3] womeninmedicine
[3] leadership
[3] apaam22
[1] heforshe
[1] mhdignity
[1] thisisourlane

Top Hashtags in Tweet in G5:
[12] uvalde
[2] mentalhealthchecks
[2] mandatory
[2] gun
[2] texas
[1] memorialday
[1] leadership
[1] working
[1] strengthening
[1] centraldatabase

Top Hashtags in Tweet in G8:
[3] depression
[2] psychtwitter
[1] apaam22
[1] texas

Top Hashtags in Tweet in G9:
[1] yogurtmedtwitter

Top Hashtags in Tweet in G10:
[5] mentalhealthawarenessmonth
[1] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[876] drhowardliu
[265] apapsychiatric
[189] health
[186] ve
[160] mental
[131] barbararoblesmd
[124] need
[119] thank
[104] drlondonotobon
[102] ujjram

Top Words in Tweet in G1:
[312] drhowardliu
[142] ve
[102] apapsychiatric
[75] need
[73] leader
[72] health
[71] come
[69] realize
[69] highly
[68] doors

Top Words in Tweet in G2:
[299] drhowardliu
[134] apapsychiatric
[71] barbararoblesmd
[65] drjessigold
[62] unmcpsychiatry
[60] drlondonotobon
[58] thank
[56] aacap
[47] javeedsukhera
[45] saullevinmd

Top Words in Tweet in G3:
[60] drhowardliu
[30] epflcswccm
[28] health
[27] drvantilburg
[21] mental
[18] cgibhs
[15] meganranney
[14] care
[13] apa
[13] mahealthforkids

Top Words in Tweet in G4:
[112] drhowardliu
[65] judgewren
[53] health
[40] mental
[30] ujjram
[23] dangillison
[22] dramandamcgough
[21] 1of2vics
[18] morning
[17] use

Top Words in Tweet in G5:
[47] drhowardliu
[19] open
[15] ve
[12] arghavan_salles
[12] amyoxentenkomd
[12] juliesilvermd
[12] virusesimmunity
[12] letter
[12] parents
[12] tragedies

Top Words in Tweet in G6:
[3] boggildlab
[3] ktamirisamd
[3] drhowardliu
[3] drjenniferco_vu
[2] cjfootemd
[2] docbasia
[2] doctormiry
[2] stablekneez
[2] fixnbones
[2] nuellesportsmd

Top Words in Tweet in G7:
[15] unmcpsychiatry
[10] drhowardliu
[7] md
[7] profrobhoward
[7] retweeted
[7] both
[7] celebrate
[7] growing
[7] recruitment
[7] specialty

Top Words in Tweet in G8:
[14] drhowardliu
[11] apapsychiatric
[6] vitamin
[5] aadprtorg
[5] aacap
[4] joycemauk
[4] jeffreyhuntmd
[4] shawnsidhumd
[4] myothwinmyint
[4] brianbpk

Top Words in Tweet in G9:
[4] drhowardliu
[2] aoglasser
[2] etsshow
[2] weselymd
[2] acweyand
[2] rubraveenough
[2] drjessigold
[2] esilvermanmd
[2] eminmiami
[2] stethospeaks

Top Words in Tweet in G10:
[9] closler
[9] lost
[9] suicide
[8] supported
[8] patients
[8] colleagues
[8] someone
[6] drhowardliu
[5] #mentalhealthawarenessmonth
[5] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[139] mental,health
[84] doors,open
[84] open,inside
[83] ve,grown
[83] grown,leader
[83] leader,ve
[83] ve,come
[83] come,realize
[83] realize,doors
[83] inside,highly

Top Word Pairs in Tweet in G1:
[65] ve,grown
[65] grown,leader
[65] leader,ve
[65] ve,come
[65] come,realize
[65] realize,doors
[65] doors,open
[65] open,inside
[65] inside,highly
[64] drhowardliu,ve

Top Word Pairs in Tweet in G2:
[34] drhowardliu,apapsychiatric
[25] apapsychiatric,unmcpsychiatry
[25] aacap,drhowardliu
[25] pres_apa,apapsychiatric
[24] drjessigold,pres_apa
[22] drlondonotobon,ujjram
[22] ujjram,saullevinmd
[22] saullevinmd,summersrpa
[20] mental,health
[20] summersrpa,geneberesinmd

Top Word Pairs in Tweet in G3:
[21] mental,health
[13] castltrastondrs,drvantilburg
[13] drvantilburg,docbasia
[13] docbasia,jesscolburn
[13] jesscolburn,indupartha
[13] indupartha,ktamirisamd
[13] ktamirisamd,kari_jerge
[13] kari_jerge,burke_doc
[11] health,care
[10] triagenursemd,concernecus

Top Word Pairs in Tweet in G4:
[37] mental,health
[26] judgewren,drhowardliu
[22] dramandamcgough,judgewren
[16] drhowardliu,andydrc
[16] andydrc,dangillison
[15] sunday,morning
[14] easy,sunday
[14] morning,#stopsuicide
[14] #stopsuicide,#beheretomorrow
[14] #beheretomorrow,#weightliftingismytherapy

Top Word Pairs in Tweet in G5:
[12] open,letter
[12] letter,parents
[12] parents,tragedies
[12] tragedies,written
[12] written,wonderful
[12] wonderful,colleague
[12] colleague,jamihawkk
[12] jamihawkk,#uvalde
[12] #uvalde,childrensmercy
[11] drhowardliu,arghavan_salles

Top Word Pairs in Tweet in G6:
[2] cjfootemd,docbasia
[2] docbasia,doctormiry
[2] doctormiry,stablekneez
[2] stablekneez,fixnbones
[2] fixnbones,nuellesportsmd
[2] nuellesportsmd,jonbarlowmd
[2] jonbarlowmd,drnmaassen
[2] drnmaassen,shouldergeek
[2] drjenniferco_vu,boggildlab

Top Word Pairs in Tweet in G7:
[7] retweeted,both
[7] both,celebrate
[7] celebrate,growing
[7] growing,recruitment
[7] recruitment,specialty
[7] specialty,especially
[7] especially,annoy
[7] annoy,psychiatry
[7] psychiatry,trolls
[7] trolls,enjoy

Top Word Pairs in Tweet in G8:
[4] joycemauk,apapsychiatric
[4] apapsychiatric,aacap
[4] aacap,aadprtorg
[4] aadprtorg,jeffreyhuntmd
[4] shawnsidhumd,myothwinmyint
[4] myothwinmyint,brianbpk
[3] drhowardliu,joycemauk
[3] jeffreyhuntmd,shawnsidhumd
[3] apapsychiatric,drhowardliu
[3] brianbpk,sanseajacobson

Top Word Pairs in Tweet in G9:
[2] drhowardliu,aoglasser
[2] aoglasser,etsshow
[2] etsshow,weselymd
[2] weselymd,acweyand
[2] rubraveenough,drjessigold
[2] drjessigold,esilvermanmd
[2] esilvermanmd,eminmiami
[2] eminmiami,stethospeaks
[2] stethospeaks,lilaflavin
[2] lilaflavin,emily_fri

Top Word Pairs in Tweet in G10:
[8] supported,patients
[8] patients,colleagues
[8] colleagues,lost
[8] lost,someone
[8] someone,suicide
[5] suicide,think
[5] think,key
[5] key,special
[5] special,combo
[4] closler,supported

Top Replied-To
Top Replied-To in Entire Graph:
@drhowardliu
@prestonwilesmd
@drvantilburg
@barbararoblesmd
@ujjram
@epflcswccm
@drlondonotobon
@amyoxentenkomd
@rubraveenough
@healthcoachjaye

Top Replied-To in G1:
@drhowardliu
@rubraveenough
@healthcoachjaye
@barbararoblesmd
@amyoxentenkomd
@sjbeckerphd
@drvantilburg
@drlondonotobon
@drdanielgih
@artwalaszek

Top Replied-To in G2:
@drhowardliu
@prestonwilesmd
@barbararoblesmd
@ujjram
@drlondonotobon
@epflcswccm
@drvantilburg
@25thamendtrump
@doctorofminds
@psych_qween

Top Replied-To in G3:
@drhowardliu
@epflcswccm
@gloriamiele
@amyoxentenkomd
@rubraveenough
@ip_bha
@ujjram
@castltrastondrs
@mahealthforkids
@whole_patients

Top Replied-To in G4:
@drhowardliu
@1of2vics
@ujjram
@judgewren
@therealmsz
@drvantilburg
@barbararoblesmd
@epflcswccm
@dremilyedlynn
@michaelpauledw1

Top Replied-To in G5:
@drhowardliu
@katie_sharkey
@jaalex88
@juliesilvermd
@arghavan_salles

Top Replied-To in G6:
@cjfootemd
@ktamirisamd
@drhowardliu

Top Replied-To in G7:
@drhowardliu
@unmcpsychiatry

Top Replied-To in G8:
@drhowardliu
@apapsychiatric
@joycemauk

Top Replied-To in G9:
@drhowardliu
@medbookclub1

Top Replied-To in G10:
@whole_patients
@closler

Top Mentioned
Top Mentioned in Entire Graph:
@drhowardliu
@apapsychiatric
@barbararoblesmd
@judgewren
@drlondonotobon
@ujjram
@javeedsukhera
@unmcpsychiatry
@drdanielgih
@drjessigold

Top Mentioned in G1:
@drhowardliu
@apapsychiatric
@drlondonotobon
@juliesilvermd
@barbararoblesmd
@javeedsukhera
@saullevinmd
@drdanielgih
@sastrongmd
@ujjram

Top Mentioned in G2:
@drhowardliu
@apapsychiatric
@barbararoblesmd
@drjessigold
@unmcpsychiatry
@aacap
@drlondonotobon
@saullevinmd
@drdanielgih
@javeedsukhera

Top Mentioned in G3:
@drhowardliu
@drvantilburg
@epflcswccm
@cgibhs
@meganranney
@apa
@docbasia
@jesscolburn
@indupartha
@ktamirisamd

Top Mentioned in G4:
@drhowardliu
@judgewren
@ujjram
@dangillison
@dramandamcgough
@1of2vics
@andydrc
@ahahospitals
@jamesrachal3
@drvantilburg

Top Mentioned in G5:
@drhowardliu
@amyoxentenkomd
@virusesimmunity
@jamihawkk
@childrensmercy
@arghavan_salles
@javeedsukhera
@juliesilvermd
@gcsmd
@drlowkapalu

Top Mentioned in G6:
@boggildlab
@drjenniferco_vu
@docbasia
@doctormiry
@stablekneez
@fixnbones
@nuellesportsmd
@jonbarlowmd
@drnmaassen
@shouldergeek

Top Mentioned in G7:
@drhowardliu
@unmcpsychiatry
@profrobhoward
@marklruffalo
@drkenzoucha
@drstevewengel
@rileymachal_md
@danaramlmd
@sastrongmd
@mayorwu

Top Mentioned in G8:
@apapsychiatric
@drhowardliu
@aadprtorg
@aacap
@jeffreyhuntmd
@shawnsidhumd
@myothwinmyint
@brianbpk
@kbrahmbhattmd
@joycemauk

Top Mentioned in G9:
@aoglasser
@etsshow
@weselymd
@acweyand
@rubraveenough
@drjessigold
@esilvermanmd
@eminmiami
@stethospeaks
@lilaflavin

Top Mentioned in G10:
@closler
@drhowardliu
@scottvernaglia
@lehmannslehman
@cchristmcolleen
@mlrobertsonmd
@jesscolburn
@mikefingerhood
@millstej
@top_gundersen

Top Tweeters
Top Tweeters in Entire Graph:
@southwestair
@digyoursoul
@allentien
@ashlyorndoff52
@drdind
@jennykim
@sameihuda
@pkanagaratnam
@themuslimhippie
@wordfinga

Top Tweeters in G1:
@southwestair
@digyoursoul
@ashlyorndoff52
@jimmyjohns
@ketv
@cruellaisdevine
@drshahrul80
@fscarfe
@susanadeleonmd
@larryferlazzo

Top Tweeters in G2:
@drdind
@pkanagaratnam
@markwwilsonmd
@evolutionarypsy
@sheologian
@drjessigold
@gloriamiele
@arghavan_salles
@seria
@drpiyushkr

Top Tweeters in G3:
@wfkars
@heartotxheartmd
@gothamist
@thartman2u
@andrear9md
@race__realist
@meganranney
@ethicsretweet
@kari_jerge
@concernecus

Top Tweeters in G4:
@allentien
@jennykim
@themuslimhippie
@abc
@smoothsale
@pattidudek
@bartandrews
@in_stemm
@doctor_david
@theoceanlawyers

Top Tweeters in G5:
@tomvarghesejr
@dccc_phd
@neilflochmd
@choo_ek
@etsshow
@drlindamd
@aliraja_md
@abbywuim
@texmed
@darakass

Top Tweeters in G6:
@wordfinga
@drkristieleong
@drmarthagulati
@catjacarol01
@inquisitivegyn
@hjluks
@fr_hossain
@drruthmitchell
@cmfundisi
@jjcolemanmd

Top Tweeters in G7:
@matthewrbroome
@foreman1david
@tsengjennifer
@md_ata21
@harvardmacy
@drkhan_do
@profrobhoward
@surgeon_general
@simuliu
@fmlm_uk

Top Tweeters in G8:
@shawnsidhumd
@myothwinmyint
@awarenessb12
@artwalaszek
@brianbpk
@joycemauk
@tapkidmd
@randonweltonmd
@donnasudak
@s_mahn

Top Tweeters in G9:
@nursekelsey
@emily_fri
@aoglasser
@joshmcgoo
@bennettempty
@weselymd
@stethospeaks
@eminmiami
@esilvermanmd
@medbookclub1

Top Tweeters in G10:
@whole_patients
@cjstreed
@closler
@mlrobertsonmd
@tonyteano
@scottvernaglia
@griefvisible
@cchristmcolleen
@jperzsky
@top_gundersen


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