ihiforum, Twitter, 12/12/2019 2:16:26 PM, 218731


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ihiforum Twitter NodeXL SNA Map and Report for Thursday, 12 December 2019 at 13:09 UTC
ihiforum Twitter NodeXL SNA Map and Report for Thursday, 12 December 2019 at 13:09 UTC
From:
scotpublichealth
Uploaded on:
December 12, 2019
Short Description:
ihiforum via NodeXL http://bit.ly/2Peya3N
@theihi
@qcommunity
@helenbevan
@donberwick
@marciajanderson
@rajpanjabi
@tommyntour
@darleenmderosa
@davewilliamsatx
@horizonsnhs

Top hashtags:
#ihiforum
#hcldr
#joyinwork
#metoo
#wmty19
#agefriendlyhealthsystems
#qi

Description:
Description
The graph represents a network of 2,619 Twitter users whose recent tweets contained "ihiforum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 12 December 2019 at 13:15 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 15-minute period from Tuesday, 03 December 2019 at 15:02 UTC to Thursday, 12 December 2019 at 12:18 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 : 2619
Unique Edges : 6522
Edges With Duplicates : 8303
Total Edges : 14825
Self-Loops : 771
Reciprocated Vertex Pair Ratio : 0.0537982888255121
Reciprocated Edge Ratio : 0.10210357977611
Connected Components : 64
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 2478
Maximum Edges in a Connected Component : 14541
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.418524
Graph Density : 0.00118558305338172
Modularity : 0.355362
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,619 Twitter users whose recent tweets contained "ihiforum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 12 December 2019 at 13:15 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 15-minute period from Tuesday, 03 December 2019 at 15:02 UTC to Thursday, 12 December 2019 at 12:18 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 : TwitterSearch
Graph Term : ihiforum
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] http://www.ihi.org/Forum
[27] http://www.ihi.org/about/Pages/IHIVisionandValues.aspx
[20] https://hcldr.wordpress.com/2019/12/05/reconnecting-to-joy-in-work/
[17] https://www.modernhealthcare.com/safety-quality/ihi-releases-principles-improving-patient-safety-measures
[16] https://cdn2.hubspot.net/hubfs/241684/19%20Forum/Forum_WelcomeGuide_FORWEB_2019.pdf
[11] http://www.ihi.org/education/Conferences/National-Forum/Pages/default.aspx
[10] http://www.ihi.org/communities/blogs/using-communications-strategies-to-accelerate-quality-improvement
[10] http://www.ihi.org/Engage/Memberships/premium-and-premium-plus-membership/Pages/default.aspx?utm_source=IHI_Social&utm_medium=Twitter&utm_campaign=IHI_Membership&utm_content=Forum
[10] http://www.ihi.org/Engage/Initiatives/Better-Maternal-Outcomes-Rapid-Improvement-Network/Pages/default.aspx
[9] http://www.ihi.org/communities/blogs/no-one-should-die-because-they-live-too-far-from-a-doctor

Top URLs in Tweet in G1:
[19] https://hcldr.wordpress.com/2019/12/05/reconnecting-to-joy-in-work/
[8] https://www.modernhealthcare.com/safety-quality/ihi-releases-principles-improving-patient-safety-measures
[8] http://www.ihi.org/about/Pages/IHIVisionandValues.aspx
[7] http://www.ihi.org/Forum
[6] http://www.ihi.org/resources/Pages/IHIWhitePapers/Framework-Improving-Joy-in-Work.aspx?utm_source=IHI_Marketing&utm_medium=Twitter&utm_campaign=2019_Spring_JIW&utm_content=PIGLETS
[5] http://www.ihi.org/communities/blogs/no-one-should-die-because-they-live-too-far-from-a-doctor
[5] https://twitter.com/MannZiva/status/1204585324376141830
[5] http://www.ihi.org/education/WebTraining/Webinars/Leadership-Organizing/Pages/default.aspx
[4] http://www.ihi.org/resources/Pages/Tools/Joy-in-Work-What-Matters-to-You-Conversation-Guide.aspx
[4] http://www.ihi.org/communities/blogs/reconnecting-to-joy-in-work

Top URLs in Tweet in G2:
[26] http://www.ihi.org/Forum
[15] http://www.ihi.org/about/Pages/IHIVisionandValues.aspx
[11] https://cdn2.hubspot.net/hubfs/241684/19%20Forum/Forum_WelcomeGuide_FORWEB_2019.pdf
[7] http://www.ihi.org/Engage/Memberships/premium-and-premium-plus-membership/Pages/default.aspx?utm_source=IHI_Social&utm_medium=Twitter&utm_campaign=IHI_Membership&utm_content=Forum
[5] http://www.ihi.org/communities/blogs/using-communications-strategies-to-accelerate-quality-improvement
[4] http://www.ihi.org/resources/Pages/IHIWhitePapers/Framework-Safe-Reliable-Effective-Care.aspx
[4] http://www.ihi.org/education/Conferences/National-Forum/Pages/Conference.aspx
[3] https://twitter.com/NavinaEvans/status/1203428563510272004
[3] http://www.ihi.org/Engage/collaboratives/LeadershipAlliance/Pages/Press%20and%20Publications.aspx
[3] http://www.ihi.org/IHICQO

Top URLs in Tweet in G3:
[4] http://horizonsnhs.com/improve4patients/
[3] https://twitter.com/horizonsnhs/status/1204771310393581568
[2] https://endpjparalysis.org/
[2] https://www.futurelearn.com/courses/school-for-change-agents
[2] https://www.anesthesiasafetynetwork.com/
[2] https://rewire.news/article/2018/04/11/maternal-health-replace-race-with-racism/
[2] https://twitter.com/helenbevan/status/1204829451361669125
[2] http://www.ihi.org/resources/Pages/IHIWhitePapers/Framework-Safe-Reliable-Effective-Care.aspx
[2] https://twitter.com/the_Rheum_Doc/status/1204034794792853504
[1] https://communitiesforimpact.org/

Top URLs in Tweet in G5:
[3] https://cdn2.hubspot.net/hubfs/241684/19%20Forum/Forum_WelcomeGuide_FORWEB_2019.pdf
[3] https://twitter.com/helenbevan/status/1204829451361669125
[3] https://www.nhshighland.scot.nhs.uk/NHSNEARME/Pages/Welcome.aspx
[3] https://twitter.com/davidkaplanmd/status/1204471200447111168
[2] https://twitter.com/CASTROISABELA/status/1203748382679789568
[2] https://www.youtube.com/watch?v=c6sm4jOxeQs&feature=youtu.be

[2] http://www.ihi.org/Engage/Initiatives/Better-Maternal-Outcomes-Rapid-Improvement-Network/Pages/default.aspx
[2] https://learningfromexcellence.com
[1] http://www.ihi.org/education/Conferences/National-Forum/Pages/default.aspx
[1] http://www.ihi.org/Forum

Top URLs in Tweet in G6:
[6] https://www.q-centrix.com/?utm_source=social&utm_medium=twitter&utm_campaign=IHI-Forum-2019
[3] http://www.ihi.org/about/Pages/IHIVisionandValues.aspx
[2] https://twitter.com/derekfeeleyihi/status/1204760025161510913
[1] https://twitter.com/rajpanjabi/status/1203118484902821889
[1] https://twitter.com/TheIHI/status/1203117422733123584
[1] https://twitter.com/RThienprayoon/status/1204761743584636928
[1] https://twitter.com/derekfeeleyIHI/status/1204835473690124289
[1] https://twitter.com/cbeasley20/status/1204846071219937282
[1] https://twitter.com/DianaSarakbi/status/1204646135152992259
[1] https://twitter.com/stjosephslondon/status/1204535426029170688

Top URLs in Tweet in G7:
[2] https://twitter.com/helenbevan/status/1203632939331964928
[1] http://www.ihi.org/CQO
[1] https://mailchi.mp/7c683dbf4ca6/july-newsletter-resetting-3392049?e=5e0be5b441
[1] https://twitter.com/davewilliamsatx/status/1179129721340215296
[1] https://mailchi.mp/36c42792f577/july-newsletter-resetting-3381829?e=7b7f60ee25
[1] https://mailchi.mp/e522acf555bd/july-newsletter-resetting-3375433?e=7b7f60ee25
[1] http://www.ihi.org/IHICQO
[1] https://twitter.com/DaveWilliamsATX/status/1204474411920871424
[1] https://mailchi.mp/476d9e61ec2c/july-newsletter-resetting-3386273?e=7b7f60ee25
[1] http://www.ihi.org/resources/_layouts/download.aspx?SourceURL=/resources/Knowledge+Center+Assets/Publications+-+AreYouUsingDatatheRightWay_85a0aca2-5fd9-429c-9e3c-81e0caf31eff/WilliamsBennett_UsingDataRightWay_HCExec_Sept2019.pdf

Top URLs in Tweet in G8:
[2] https://twitter.com/theihi/status/1204111724107972609
[1] https://twitter.com/kavensey/status/1204401788847345664
[1] https://twitter.com/kavensey/status/1204102657025200129
[1] https://www.goodreads.com/book/show/6792458-the-new-jim-crow
[1] https://www.kzoo.edu/praxis/healthcare-in-america/
[1] https://www.goodreads.com/book/show/433281.Racism_without_Racists
[1] https://twitter.com/kavensey/status/1204428781215244288
[1] https://twitter.com/amansium/status/1204501252337537026
[1] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fpb-hjjg5-6c59a4&utm_campaign=w_share_ep&utm_source=w_share&utm_medium=dlink&ct=w_share_ep&imv=670&amv=530&isi=973361050&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&apn=com.podbean.app.podcast
[1] https://twitter.com/rajpanjabi/status/1192168211325820928

Top URLs in Tweet in G9:
[1] https://twitter.com/kaycordiner/status/1204823431772069896
[1] https://www.youtube.com/watch?v=p4t1Ld_PV4U&feature=youtu.be

[1] https://twitter.com/TheIHI/status/1204839321435549697
[1] https://twitter.com/dramarshah/status/1204745303947202562
[1] https://twitter.com/DrAmarShah/status/1204745303947202562

Top URLs in Tweet in G10:
[2] http://www.ihi.org/education/Conferences/National-Forum/Pages/default.aspx
[2] http://www.ihi.org/Engage/Initiatives/Better-Maternal-Outcomes-Rapid-Improvement-Network/Pages/default.aspx
[1] https://hbr.org/2019/11/geisingers-home-care-program-is-cutting-costs-and-improving-outcomes
[1] https://twitter.com/TheIHI/status/1204497523437703168
[1] https://twitter.com/BarbaraGreyQISP/status/1204455981322776582
[1] https://www.youtube.com/watch?v=exKrVRX0pIM&feature=youtu.be&list=PLVdY5G6w32Nh6W9a7ytlvobmapNMGssgy

[1] http://www.ihi.org/Forum
[1] https://twitter.com/the_Rheum_Doc/status/1204366516629778433

Top Domains
Top Domains in Tweet in Entire Graph:
[283] twitter.com
[233] ihi.org
[21] wordpress.com
[18] modernhealthcare.com
[16] hubspot.net
[15] crowdcompass.com
[12] ahrq.gov
[11] youtube.com
[8] ariadnelabs.org
[7] nhs.uk

Top Domains in Tweet in G1:
[101] twitter.com
[85] ihi.org
[20] wordpress.com
[9] modernhealthcare.com
[8] ariadnelabs.org
[6] crowdcompass.com
[4] youtube.com
[3] nejm.org
[3] com.br
[3] hbr.org

Top Domains in Tweet in G2:
[110] ihi.org
[52] twitter.com
[12] ahrq.gov
[11] hubspot.net
[3] penguinrandomhouse.com
[3] vizientinc.com
[3] lifeqisystem.com
[3] healthgrades.com
[3] as.me
[3] umich.edu

Top Domains in Tweet in G3:
[41] twitter.com
[6] ihi.org
[5] horizonsnhs.com
[2] passle.net
[2] liberatingstructures.com
[2] endpjparalysis.org
[2] futurelearn.com
[2] anesthesiasafetynetwork.com
[2] rewire.news
[1] communitiesforimpact.org

Top Domains in Tweet in G5:
[32] twitter.com
[12] ihi.org
[3] hubspot.net
[3] nhs.uk
[2] youtube.com
[2] learningfromexcellence.com
[1] penguinrandomhouse.com
[1] jamanetwork.com

Top Domains in Tweet in G6:
[18] twitter.com
[7] ihi.org
[7] q-centrix.com
[6] sot.ag
[1] nhs.uk
[1] agathos.io
[1] linkedin.com
[1] hvpaa.org
[1] org.uk

Top Domains in Tweet in G7:
[6] twitter.com
[5] mailchi.mp
[3] ihi.org

Top Domains in Tweet in G8:
[10] twitter.com
[2] goodreads.com
[1] kzoo.edu
[1] goo.gl

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

Top Domains in Tweet in G10:
[5] ihi.org
[3] twitter.com
[1] hbr.org
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4524] ihiforum
[339] hcldr
[164] joyinwork
[161] metoo
[108] wmty19
[71] agefriendlyhealthsystems
[56] qi
[55] patientsafety
[52] agefriendly
[45] ihi



Top Hashtags in Tweet in G1:
[1940] ihiforum
[301] hcldr
[112] joyinwork
[107] metoo
[54] agefriendlyhealthsystems
[39] agefriendly
[24] coproduction
[21] fightburnout
[21] antiracism
[18] pinksocks

Top Hashtags in Tweet in G2:
[759] ihiforum
[31] joyinwork
[31] ahrq
[30] hcldr
[28] qi
[22] patientsafety
[18] qualityimprovement
[17] healthcare
[15] courage
[14] agefriendlyhealthsystems

Top Hashtags in Tweet in G3:
[424] ihiforum
[35] virtualcollaboration
[29] hbonmymind
[28] virtualcollaborate
[18] improve4patients
[11] london
[11] fit2sit
[11] red2green
[9] metoo
[8] chapmanjs

Top Hashtags in Tweet in G4:
[7] ihiforum
[4] hbonmymind
[1] antiracism

Top Hashtags in Tweet in G5:
[529] ihiforum
[100] wmty19
[28] wmty
[22] humansofscotland
[15] metoo
[13] joyinwork
[11] kindness
[9] patientsafety
[9] makeadifference
[9] wmty20

Top Hashtags in Tweet in G6:
[225] ihiforum
[12] healthforall
[7] metoo
[6] healthcarequality
[5] successful
[4] qi
[3] tripleaim
[3] communityhealthacademy
[3] courage
[3] more

Top Hashtags in Tweet in G7:
[39] ihiforum
[3] ihicqo
[3] improvementscience
[2] matneosip
[1] ihiia
[1] improvementsceince
[1] cqo
[1] fixedit
[1] qi
[1] patientsafety

Top Hashtags in Tweet in G8:
[111] ihiforum
[21] healthcareequity
[20] ihi
[14] healthcarejustice
[4] sdoh
[4] metoo
[3] healthequity
[2] communication
[2] workplacediversity
[2] inclusivity

Top Hashtags in Tweet in G9:
[84] ihiforum
[3] valuemanagement
[2] metoo
[2] tripleaim
[2] virtualcollaborate
[1] hcldr
[1] boostqi
[1] theihi
[1] antiracism
[1] leadingforimprovement

Top Hashtags in Tweet in G10:
[98] ihiforum
[16] thefword
[8] quality
[5] backtobasics
[4] rightcare
[3] qitoolbox
[3] psychologyofchange
[2] maternalhealth
[2] endmaternalmortality
[2] metoo

Top Words
Top Words in Tweet in Entire Graph:
[11925] Words in Sentiment List#1: Positive
[3271] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[176720] Non-categorized Words
[191915] Total Words
[7047] #ihiforum
[1926] theihi
[1043] health
[964] improvement
[926] work

Top Words in Tweet in G1:
[2834] #ihiforum
[839] theihi
[488] health
[407] work
[393] #hcldr
[310] care
[283] s
[259] need
[242] donberwick
[222] quality

Top Words in Tweet in G2:
[1011] #ihiforum
[448] theihi
[228] donberwick
[207] quality
[186] health
[127] booth
[103] ihi
[103] more
[101] s
[101] care

Top Words in Tweet in G3:
[798] #ihiforum
[366] helenbevan
[293] kathrynperera
[293] virtual
[288] zoelord1
[275] hughmccaughey
[184] improvement
[183] collaboration
[159] leighakendall
[147] people

Top Words in Tweet in G4:
[619] methods
[297] #ihiforum
[293] improvement
[209] many
[206] toolkit
[206] tools
[206] thanks
[205] fabulous
[205] free
[205] 25

Top Words in Tweet in G5:
[850] #ihiforum
[373] theihi
[216] matters
[204] #wmty19
[165] s4maher
[142] karenhturner1
[123] maureenbis
[115] ianmwelsh
[111] work
[105] care

Top Words in Tweet in G6:
[351] #ihiforum
[115] rajpanjabi
[82] health
[78] theihi
[68] ihiforum
[64] quality
[62] healthcare
[61] care
[56] work
[55] lastmilehealth

Top Words in Tweet in G7:
[185] trust
[163] #ihiforum
[122] horse
[89] pdsa
[64] out
[63] systems
[63] darleenmderosa
[62] critical
[61] effective
[61] teams

Top Words in Tweet in G8:
[131] #ihiforum
[54] black
[44] health
[33] racism
[32] s
[29] healthcare
[29] white
[28] t
[28] talk
[27] women

Top Words in Tweet in G9:
[118] #ihiforum
[35] theihi
[23] nhs_elft
[21] navinaevans
[18] people
[17] improvement
[16] milliesmith79
[16] work
[14] dramarshah
[13] keynote

Top Words in Tweet in G10:
[125] #ihiforum
[45] barbaragreyqisp
[40] theihi
[30] slam_qi
[28] the_rheum_doc
[28] slamdon2019
[27] slamcoo2019
[21] learning
[21] maudsleymatron
[19] #thefword

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[695] theihi,#ihiforum
[305] #ihiforum,theihi
[283] health,care
[263] problem,solving
[261] fabulous,free
[261] free,toolkit
[261] toolkit,25
[261] 25,methods
[261] methods,creative
[261] creative,problem

Top Word Pairs in Tweet in G1:
[199] #hcldr,#ihiforum
[165] theihi,#ihiforum
[151] #ihiforum,theihi
[104] sexual,violence
[100] health,care
[90] joy,work
[80] risk,factor
[79] race,risk
[70] health,systems
[70] #antiracism,#ihiforum

Top Word Pairs in Tweet in G2:
[215] theihi,#ihiforum
[93] donberwick,theihi
[70] still,best
[70] best,definition
[70] definition,quality
[70] quality,seen
[70] seen,donberwick
[63] #ihiforum,theihi
[54] health,care
[45] national,forum

Top Word Pairs in Tweet in G3:
[171] virtual,collaboration
[126] helenbevan,kathrynperera
[117] zoelord1,hughmccaughey
[112] helenbevan,zoelord1
[105] kathrynperera,zoelord1
[88] pardeepbains_,leighakendall
[87] hughmccaughey,pardeepbains_
[77] leighakendall,muntma
[76] zoelord1,kathrynperera
[60] kathrynperera,hughmccaughey

Top Word Pairs in Tweet in G4:
[205] fabulous,free
[205] free,toolkit
[205] toolkit,25
[205] 25,methods
[205] methods,creative
[205] creative,problem
[205] problem,solving
[205] solving,many
[205] many,favourite
[205] favourite,tools

Top Word Pairs in Tweet in G5:
[225] theihi,#ihiforum
[52] #ihiforum,theihi
[52] #wmty19,#ihiforum
[43] #ihiforum,s4maher
[36] ianmwelsh,ireneoldfather
[32] drdamara1,karenhturner1
[30] #ihiforum,#wmty19
[28] drdamara1,schaffer09
[27] s4maher,drdamara1
[26] being,shared

Top Word Pairs in Tweet in G6:
[36] theihi,#ihiforum
[25] rajpanjabi,lastmilehealth
[25] booth,300
[23] #ihiforum,rajpanjabi
[20] health,care
[18] unpaid,work
[17] confront,injustice
[16] health,workers
[15] work,#ihiforum
[15] rajpanjabi,#ihiforum

Top Word Pairs in Tweet in G7:
[63] darleenmderosa,#ihiforum
[61] trust,critical
[61] critical,effective
[61] effective,teams
[61] teams,leadership
[61] leadership,systems
[61] systems,hard
[61] hard,build
[61] build,easy
[61] easy,lose

Top Word Pairs in Tweet in G8:
[25] black,women
[23] black,woman
[21] #ihiforum,national
[21] national,conference
[21] conference,white
[21] white,female
[21] female,physician
[21] physician,approached
[21] approached,podium
[21] podium,talk

Top Word Pairs in Tweet in G9:
[12] people,participation
[11] sitting,moment
[11] moment,#ihiforum
[10] theihi,conference
[9] conference,2019
[9] 'leading,improvement'
[9] improvement',workshop
[8] theihi,#ihiforum
[8] lorrainesunduza,richardfradgers
[7] #ihiforum,keynote

Top Word Pairs in Tweet in G10:
[16] #ihiforum,#thefword
[15] theihi,#ihiforum
[14] slamcoo2019,slamdon2019
[12] barbaragreyqisp,#ihiforum
[11] slam_qi,slamcoo2019
[10] theihi,slam_qi
[9] slamdon2019,maudsleynhs
[9] ollythesquid,maudsleymatron
[8] f,word
[8] word,learning

Top Replied-To
Top Replied-To in Entire Graph:
@helenbevan
@donberwick
@theihi
@rajpanjabi
@taranaburke
@kedarmate
@zoelord1
@hcldr
@dramarshah
@derekfeeleyihi

Top Replied-To in G1:
@donberwick
@taranaburke
@hcldr
@rajpanjabi
@kedarmate
@jperlo8
@theihi
@mannziva
@helenbevan
@derekfeeleyihi

Top Replied-To in G2:
@theihi
@donberwick
@kedarmate
@taranaburke
@jeffgoldseth
@colin_hung
@abbywambach
@qulturum
@reghealthimp
@jasonleitch

Top Replied-To in G3:
@helenbevan
@zoelord1
@emmorgan27
@monicavanb
@danburytomorrow
@pattydwebster
@changeasusual
@horizonsnhs
@hughmccaughey
@kathrynperera

Top Replied-To in G5:
@tommyntour
@donberwick
@schaffer09
@pacheriewalters
@derekfeeleyihi
@theihi
@kedarmate
@angus_colin
@geraldinemars11
@trissatorres

Top Replied-To in G6:
@rajpanjabi
@emmacherub
@bangdebbie
@donberwick
@johntoussaintmd
@universalorl
@derekfeeleyihi
@kavensey
@salymsana
@michaeldunnqi

Top Replied-To in G8:
@kavensey
@futuredocs
@laurabotwinick
@virginiamason
@uwmedicine

Top Replied-To in G9:
@dramarshah
@milliesmith1979
@nicbrady
@milliesmith79
@lorrainesunduza
@richardfradgers
@rajpanjabi
@kedarmate
@jhazan
@safercarevic

Top Replied-To in G10:
@barbaragreyqisp
@kedarmate
@rajpanjabi
@donberwick
@maudsleyhonqswk

Top Mentioned
Top Mentioned in Entire Graph:
@theihi
@donberwick
@rajpanjabi
@helenbevan
@kathrynperera
@hughmccaughey
@qcommunity
@zoelord1
@taranaburke
@derekfeeleyihi

Top Mentioned in G1:
@theihi
@donberwick
@jperlo8
@taranaburke
@abbywambach
@rajpanjabi
@trissatorres
@derekfeeleyihi
@johnahartford
@kedarmate

Top Mentioned in G2:
@theihi
@donberwick
@rajpanjabi
@taranaburke
@jperlo8
@derekfeeleyihi
@kedarmate
@abbywambach
@improvewelluk
@lifeqisystem

Top Mentioned in G3:
@kathrynperera
@hughmccaughey
@zoelord1
@helenbevan
@leighakendall
@pardeepbains_
@horizonsnhs
@muntma
@orlandohealth
@theqcommunity

Top Mentioned in G4:
@qcommunity
@darshna_p
@harvardbiz
@davewilliamsatx
@ccldotorg
@horizonsnhs
@donberwick
@theihi
@abbywambach
@darleenmderosa

Top Mentioned in G5:
@theihi
@s4maher
@karenhturner1
@maureenbis
@ianmwelsh
@drdamara1
@donberwick
@alliancescot
@tommyntour
@derekfeeleyihi

Top Mentioned in G6:
@rajpanjabi
@theihi
@ihiforum
@lastmilehealth
@donberwick
@berylinstitute
@who
@trissatorres
@thechangefdn
@womeningh

Top Mentioned in G7:
@darleenmderosa
@davewilliamsatx
@theihi
@brandonb_isc
@donberwick
@helenbevan
@qcommunity
@trissatorres
@tghcares
@asatx1

Top Mentioned in G8:
@edwinlindo
@kemidoll
@dorothyeroberts
@kavensey
@pddoc2
@uchicagosurgery
@ucm_hds
@ihiforum
@laurabotwinick
@theihi

Top Mentioned in G9:
@theihi
@nhs_elft
@navinaevans
@milliesmith79
@donberwick
@lorrainesunduza
@richardfradgers
@baggybinny
@gaildearing
@lisamckenzie_1

Top Mentioned in G10:
@barbaragreyqisp
@theihi
@slam_qi
@the_rheum_doc
@slamdon2019
@slamcoo2019
@maudsleymatron
@ollythesquid
@maudsleynhs
@emmajoh87223428

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@sahelhkj
@southwestair
@tmobile
@nembotavy_0101
@calcaware
@sherbah46958042
@nytimes
@60sparkle
@pfanderson

Top Tweeters in G1:
@americanair
@sahelhkj
@southwestair
@tmobile
@nembotavy_0101
@nytimes
@pfanderson
@meeksvs
@saludhealthinfo
@drferdowsi

Top Tweeters in G2:
@nfl
@glasgowsvoice
@healthpolicygrp
@stuckonsw
@hcresearcher
@mededbot
@emmajanesas
@nursemaiden
@otjonline
@mloxton

Top Tweeters in G3:
@sherbah46958042
@kenzeroharm
@kathevans2
@copronorfolk
@nigelheal
@drlfarrell
@kennygibsonnhs
@alannobbs
@dbarrath
@patientsafe3

Top Tweeters in G4:
@melissasweetdr
@lmartods
@harvardbiz
@christheeagle1
@nini__rp
@cm_charu
@hearing4kids
@aaroncumminsnhs
@adriennecbarr
@roaringnurse

Top Tweeters in G5:
@tommyntour
@ianmwelsh
@glasgow_watch
@epatientdave
@careopinion
@walinazar1
@einsteinmed
@andy_notman
@american_heart
@whippetpickle

Top Tweeters in G6:
@parvez1
@universalorl
@nasa
@who
@osullivan81
@medpedshosp
@anthonyherbert9
@abekowo
@withspin
@hopkinsmedicine

Top Tweeters in G7:
@cathyfarrow1
@nickisparling1
@drjude_g
@pillingmichelle
@kerryeldridge1
@renalpages
@rhianlast
@leylahussein
@sdenegri
@david_ukan

Top Tweeters in G8:
@pkanagaratnam
@needhibhalla
@thadeacon_
@kevinmkruse
@superduperlindo
@nobrtshnyobjs
@luxelifechey
@mlgg2
@allthatjaaz
@reprojusticenc

Top Tweeters in G9:
@jhazan
@skalidindi1
@bccfe
@betsyrolland
@bcpsqc
@al_richards_786
@lanceshaver
@ogunso1
@nerdlabpete
@doctorsofbc

Top Tweeters in G10:
@mikefealey
@thercn
@complexwales
@mdandersonnews
@liajourney
@deehinesjohnson
@csmony
@improvementcym
@maudsleynhs
@lqfdlkmw3ptopmc


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