#ShareTheMicNowMed, Twitter, 6/28/2020 5:35:01 PM, 229975


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#ShareTheMicNowMed Twitter NodeXL SNA Map and Report for Sunday, 28 June 2020 at 16:35 UTC
#ShareTheMicNowMed Twitter NodeXL SNA Map and Report for Sunday, 28 June 2020 at 16:35 UTC
From:
scotpublichealth
Uploaded on:
June 28, 2020
Short Description:
#ShareTheMicNowMed via NodeXL https://bit.ly/3iaI6rB
@arghavan_salles
@futuredocs
@rubraveenough
@drsinhaesq
@atulgrovermd
@tomvarghesejr
@okanlami
@pedsmd2b
@etsshow
@heartotxheartmd

Top hashtags:
#sharethemicnowmed
#medtwitter
#blackwomeninmedicine

Description:
Description
The graph represents a network of 2,292 Twitter users whose recent tweets contained "#ShareTheMicNowMed", 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 Sunday, 28 June 2020 at 16:38 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 7-minute period from Saturday, 20 June 2020 at 09:27 UTC to Sunday, 28 June 2020 at 15:34 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 : 2292
Unique Edges : 8433
Edges With Duplicates : 9594
Total Edges : 18027
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.0481396048540768
Reciprocated Edge Ratio : 0.0918572385417663
Connected Components : 33
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 2245
Maximum Edges in a Connected Component : 17972
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.917921
Graph Density : 0.00199029817717558
Modularity : 0.310407
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,292 Twitter users whose recent tweets contained "#ShareTheMicNowMed", 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 Sunday, 28 June 2020 at 16:38 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 7-minute period from Saturday, 20 June 2020 at 09:27 UTC to Sunday, 28 June 2020 at 15:34 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 : #ShareTheMicNowMed
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:
[13] https://www.shape.com/lifestyle/mind-and-body/share-the-mic-now-med-campaign-black-female-doctors?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[13] https://www.nbcnews.com/health/health-news/amplify-black-voices-medicine-non-black-doctors-hand-over-their-n1231703
[10] https://www.medscape.com/viewarticle/932718
[10] https://twitter.com/arghavan_salles/status/1273787689720926208
[9] https://eu.usatoday.com/story/news/health/2020/06/26/u-s-doctor-shortage-worsens-especially-black-and-latino-groups/3262561001/
[8] https://twitter.com/i/lists/1223800290345934849
[7] https://twitter.com/i/lists/1275044393355902976
[6] https://twitter.com/JulieSilverMD/status/1273998772842962945
[6] https://twitter.com/HeartOTXHeartMD/status/1275797723443273728
[6] https://www.mdedge.com/hematology-oncology/article/224271/business-medicine/hashtag-medicine-sharethemicnowmed-highlights

Top URLs in Tweet in G1:
[8] https://eu.usatoday.com/story/news/health/2020/06/26/u-s-doctor-shortage-worsens-especially-black-and-latino-groups/3262561001/
[5] https://twitter.com/nbcnews/status/1275181287242956802
[4] https://www.medscape.com/viewarticle/932718?nlid=136066_5402&src=wnl_dne_200623_mscpedit&uac=128373FK&impID=2431016&faf=1
[3] https://twitter.com/jdimick1/status/1276490134045765633
[3] https://twitter.com/HeartOTXHeartMD/status/1275797723443273728
[2] https://twitter.com/jdimick1/status/1276312999784067073
[2] https://twitter.com/DrHowardLiu/status/1275837219257880578
[2] https://twitter.com/DIVERSE_ability/status/1251187120531595265
[2] https://apple.news/AQIA2OyJiSheTUkgu6pdmgg
[2] https://twitter.com/uche_blackstock/status/1276594637319348224

Top URLs in Tweet in G2:
[7] https://www.shape.com/lifestyle/mind-and-body/share-the-mic-now-med-campaign-black-female-doctors?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[5] https://twitter.com/i/lists/1223800290345934849
[5] https://twitter.com/i/lists/1275044393355902976
[4] https://parade.com/1046031/breabaker/anti-racist-tv-movies-documentaries-ted-talks-books/
[3] https://www.nbcnews.com/now/video/new-generation-of-doctor-s-fight-to-dismantle-vestiges-of-racism-in-medicine-85171781938
[3] https://www.mdedge.com/hematology-oncology/article/224271/business-medicine/hashtag-medicine-sharethemicnowmed-highlights
[3] https://twitter.com/sastrongmd/status/1274889800097685504
[3] https://twitter.com/FutureDocs/status/1274793547607281667
[3] https://twitter.com/pattynece/status/1275034792858451968
[3] https://twitter.com/RUBraveEnough/status/1274138504143024134

Top URLs in Tweet in G3:
[9] https://www.nbcnews.com/health/health-news/amplify-black-voices-medicine-non-black-doctors-hand-over-their-n1231703
[1] https://nbcnews.trib.al/1iq3iqM
[1] https://app.svwps.com/americanmedicalassociation/ama/winter2020mag/opendistro.html
[1] https://www.youtube.com/watch?v=jhbUc2kOjeI

[1] https://www.forbes.com/sites/jessicagold/2020/06/16/black-doctors-need-more-than-demonstrations-they-need-change/
[1] https://twitter.com/JulieSilverMD/status/1273998772842962945
[1] https://twitter.com/JulieSilverMD/status/1275050909764947970
[1] https://www.shape.com/lifestyle/mind-and-body/share-the-mic-now-med-campaign-black-female-doctors?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[1] https://twitter.com/JulieSilverMD/status/1275020708867760135
[1] https://twitter.com/heartotxheartmd/status/1275797723443273728

Top URLs in Tweet in G4:
[2] https://www.drjaysheree.com/
[2] https://twitter.com/RUBraveEnough/status/1275079575182032896
[2] https://www.shape.com/lifestyle/mind-and-body/share-the-mic-now-med-campaign-black-female-doctors?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://www.medscape.com/viewarticle/932718?src=soc_tw_share
[1] https://video.buffer.com/v/5ef02274d37d4f1971190212?utm_content=bufferea94a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.instagram.com/drjaysheree/?utm_content=bufferd085f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/DrLindaMD/status/1275057467244847104
[1] https://twitter.com/FutureDocs/status/1275101538621558785
[1] https://twitter.com/leorahorwitzmd/status/1275072511382716418
[1] https://podcasts.apple.com/us/podcast/millennial-health/id1498275153?utm_content=bufferfbccb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[2] https://twitter.com/MDaware/status/1276304831964237827
[1] https://twitter.com/ezekielRMed/status/1276717113487605760
[1] https://twitter.com/MDaware/status/1275907342517899273

Top URLs in Tweet in G6:
[3] https://www.statnews.com/2020/01/16/black-doctors-leaving-faculty-positions-academic-medical-centers/
[2] https://www.shape.com/lifestyle/mind-and-body/share-the-mic-now-med-campaign-black-female-doctors?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[1] https://twitter.com/DrLindaMD/status/1274368668344946689
[1] https://www.unmc.edu/diversity/about/director.html
[1] https://zora.medium.com/amp/p/83bde710332e
[1] https://www.forbes.com/sites/janicegassam/2019/04/27/why-chief-diversity-officers-often-fail/
[1] https://twitter.com/HeartOTXHeartMD/status/1275797723443273728
[1] https://twitter.com/DrHowardLiu/status/1276491836073353219
[1] https://twitter.com/AtulGroverMD/status/1276518715849420800
[1] https://twitter.com/drhowardliu/status/1276503482204389376

Top URLs in Tweet in G7:
[1] https://twitter.com/DrHowardLiu/status/1276491836073353219

Top URLs in Tweet in G8:
[1] https://www.discoverdurham.com/blog/durham-black-owned-businesses/
[1] https://www.theatlantic.com/ideas/archive/2019/02/antiracist-syllabus-governor-ralph-northam/582580/

Top URLs in Tweet in G9:
[6] https://www.medscape.com/viewarticle/932718
[2] https://twitter.com/arghavan_salles/status/1273787689720926208
[2] https://www.mdedge.com/hematology-oncology/article/224271/business-medicine/hashtag-medicine-sharethemicnowmed-highlights
[1] https://twitter.com/pedsmd2b/status/1274893938969792512
[1] https://twitter.com/drmoniquehassan/status/1274901916439306242
[1] https://www.medscape.com/viewarticle/932718?src=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/HarvardHealth/status/1275459359225663492
[1] https://tweetedtimes.com/stemcells21?s=tnp
[1] https://twitter.com/ADocNamedDani/status/1273966274272526336
[1] https://www.nbcnews.com/health/health-news/amplify-black-voices-medicine-non-black-doctors-hand-over-their-n1231703?utm_campaign=coschedule&utm_source=twitter&utm_medium=BoardVitals&utm_content=%23ShareTheMicNowMed:%20To%20amplify%20Black%20voices%20in%20medicine,%20non-Black%20doctors%20hand%20over%20their%20Twitter%20accounts

Top Domains
Top Domains in Tweet in Entire Graph:
[341] twitter.com
[21] medscape.com
[21] nbcnews.com
[16] shape.com
[9] usatoday.com
[8] youtube.com
[7] mdedge.com
[6] parade.com
[6] statnews.com
[5] apple.com

Top Domains in Tweet in G1:
[149] twitter.com
[8] usatoday.com
[7] medscape.com
[4] youtube.com
[3] nejm.org
[3] shape.com
[2] apple.news
[2] medium.com
[2] acc.org
[2] jamanetwork.com

Top Domains in Tweet in G2:
[125] twitter.com
[8] shape.com
[6] nbcnews.com
[4] medscape.com
[4] instagram.com
[4] parade.com
[3] mdedge.com
[3] statnews.com
[2] medium.com
[2] forbes.com

Top Domains in Tweet in G3:
[10] nbcnews.com
[5] twitter.com
[1] trib.al
[1] svwps.com
[1] youtube.com
[1] forbes.com
[1] shape.com

Top Domains in Tweet in G4:
[15] twitter.com
[3] apple.com
[2] drjaysheree.com
[2] shape.com
[2] medscape.com
[1] buffer.com
[1] instagram.com
[1] aamc.org
[1] nejm.org
[1] mayo.edu

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

Top Domains in Tweet in G6:
[13] twitter.com
[3] statnews.com
[2] shape.com
[1] unmc.edu
[1] medium.com
[1] forbes.com
[1] parade.com
[1] youtube.com
[1] usatoday.com

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

Top Domains in Tweet in G8:
[1] discoverdurham.com
[1] theatlantic.com

Top Domains in Tweet in G9:
[8] twitter.com
[7] medscape.com
[2] mdedge.com
[2] nbcnews.com
[1] tweetedtimes.com
[1] linkedin.com
[1] rudrainvestment.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3119] sharethemicnowmed
[850] medtwitter
[326] blackwomeninmedicine
[287] blackmeninmedicine
[66] racism
[62] meded
[55] becomingantiracist
[44] covid19
[44] twitter
[44] academia



Top Hashtags in Tweet in G1:
[1057] sharethemicnowmed
[402] medtwitter
[237] blackmeninmedicine
[106] blackwomeninmedicine
[25] racism
[22] storytime
[22] cardiologist
[18] blackwomeninmedine
[17] covid19
[16] meded

Top Hashtags in Tweet in G2:
[1461] sharethemicnowmed
[230] medtwitter
[156] blackwomeninmedicine
[36] meded
[34] blackmeninmedicine
[34] academia
[27] sharethemicnow
[26] racism
[21] covid19
[20] blackintheivory

Top Hashtags in Tweet in G3:
[139] sharethemicnowmed
[35] medtwitter
[26] blackwomeninmedicine
[16] twitter
[16] medicine
[8] blackintheivory
[5] blacklivesmatter
[5] endracism
[5] racismisapublichealthcrisis
[5] obesity

Top Hashtags in Tweet in G4:
[171] sharethemicnowmed
[81] medtwitter
[35] becomingantiracist
[17] blackwomeninmedicine
[14] womeninmedicine
[11] georgefloyd
[10] racism
[7] primarycare
[3] breonnatalyor
[3] ahmaudarbery

Top Hashtags in Tweet in G5:
[69] medtwitter
[37] sharethemicnowmed
[2] blackwomeninmedicine
[2] medlibs
[2] twitterfamily
[1] blackmeninmedicine
[1] twittertorch
[1] accfit
[1] becomingantiracist

Top Hashtags in Tweet in G6:
[122] sharethemicnowmed
[15] medtwitter
[9] blackwomeninmedicine
[6] blackmeninmedicine
[2] racism
[2] antiracist
[2] breonnataylor
[2] medstudenttwitter
[2] ally
[1] womeninmedicine

Top Hashtags in Tweet in G7:
[6] sharethemicnowmed
[1] blackwomeninmedicine
[1] blackqueen
[1] medtwitter

Top Hashtags in Tweet in G8:
[39] sharethemicnowmed
[8] medtwitter
[4] blackwomeninmedicine
[3] blm
[2] blacklivesmatter
[2] covid19
[1] diversityingi
[1] georgefloyd
[1] saytheirnames
[1] durhamblackwallstreet

Top Hashtags in Tweet in G9:
[27] sharethemicnowmed
[4] physicians
[3] medtwitter
[1] blackmedtwitter
[1] sharethemicnowepi
[1] doctors
[1] meded
[1] healthcare
[1] medlife
[1] blackmeninmedicine

Top Hashtags in Tweet in G10:
[1] sharethemicnowmed
[1] mondaynightibd
[1] blackwomeninmedicine
[1] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[6500] #sharethemicnowmed
[2265] black
[1917] over
[1376] taking
[1294] #medtwitter
[1210] follow
[1182] account
[1106] accounts
[1062] please
[1015] amplify

Top Words in Tweet in G1:
[2475] #sharethemicnowmed
[685] taking
[674] black
[666] over
[548] please
[521] m
[500] s
[476] #medtwitter
[472] medicine
[457] june

Top Words in Tweet in G2:
[2822] #sharethemicnowmed
[1001] black
[806] over
[703] pedsmd2b
[538] follow
[527] #medtwitter
[527] account
[478] taking
[477] women
[460] adocnameddani

Top Words in Tweet in G3:
[317] #sharethemicnowmed
[174] black
[132] over
[94] accounts
[91] people
[91] #blackintheivory
[89] voices
[89] #blacklivesmatter
[88] #endracism
[88] #racismisapublichealthcrisis

Top Words in Tweet in G4:
[333] #sharethemicnowmed
[158] drjaysheree
[130] over
[113] black
[101] #medtwitter
[93] follow
[91] women
[77] take
[75] accounts
[67] june

Top Words in Tweet in G5:
[145] #sharethemicnowmed
[137] black
[117] ezekielrmed
[76] medicine
[76] over
[75] account
[73] m
[72] please
[72] june
[72] taking

Top Words in Tweet in G6:
[179] #sharethemicnowmed
[94] black
[64] sastrongmd
[63] over
[61] voices
[60] account
[60] tomorrow
[48] women
[47] s
[46] please

Top Words in Tweet in G7:
[64] 96
[47] #sharethemicnowmed
[42] day
[40] page
[40] meet
[40] psychiatrist
[40] assistant
[40] professor
[40] psychiatry
[40] director

Top Words in Tweet in G8:
[75] #sharethemicnowmed
[37] dr
[28] black
[26] medicine
[25] duke_gi_
[24] african
[24] american
[23] first
[21] chief
[21] woman

Top Words in Tweet in G9:
[27] #sharethemicnowmed
[14] black
[13] female
[12] physicians
[8] today
[7] over
[6] social
[6] media
[6] platforms
[6] campaign

Top Words in Tweet in G10:
[2] amyoxentenkomd
[2] fstanfordmd
[2] #sharethemicnowmed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1113] taking,over
[864] #medtwitter,accounts
[602] black,women
[504] friday,june
[482] over,account
[470] black,men
[468] men,medicine
[453] medicine,taking
[431] june,22
[430] take,over

Top Word Pairs in Tweet in G1:
[464] taking,over
[382] friday,june
[373] #medtwitter,accounts
[345] black,men
[344] men,medicine
[336] medicine,taking
[334] june,26
[259] 26,black
[223] please,help
[220] help,amplify

Top Word Pairs in Tweet in G2:
[448] taking,over
[374] black,women
[342] pedsmd2b,#sharethemicnowmed
[295] #medtwitter,accounts
[283] june,22
[219] take,over
[215] women,physicians
[212] adocnameddani,#sharethemicnowmed
[210] 22,2020
[209] over,account

Top Word Pairs in Tweet in G3:
[88] #blackintheivory,#blacklivesmatter
[88] #blacklivesmatter,#sharethemicnowmed
[88] #sharethemicnowmed,#endracism
[88] #endracism,#racismisapublichealthcrisis
[63] non,black
[63] black,doctors
[62] black,voices
[61] amplify,black
[61] doctors,hand
[61] hand,over

Top Word Pairs in Tweet in G4:
[99] drjaysheree,#sharethemicnowmed
[75] black,women
[71] #medtwitter,accounts
[71] take,over
[60] june,22
[49] taking,over
[46] over,account
[43] women,physicians
[39] true,allies
[36] account,rubraveenough

Top Word Pairs in Tweet in G5:
[69] taking,over
[69] #medtwitter,accounts
[67] black,men
[67] men,medicine
[66] friday,june
[66] medicine,taking
[66] please,help
[66] help,amplify
[65] over,several
[65] several,#medtwitter

Top Word Pairs in Tweet in G6:
[40] black,women
[34] taking,over
[32] voices,black
[28] amplify,voices
[28] tomorrow,#sharethemicnowmed
[22] dr,strong
[21] women,doctors
[20] #sharethemicnowmed,here
[20] please,help
[19] help,amplify

Top Word Pairs in Tweet in G7:
[40] psychiatrist,assistant
[40] assistant,professor
[40] professor,psychiatry
[32] day,96
[32] 96,page
[32] page,96
[32] 96,meet
[32] meet,drayanajordan
[32] drayanajordan,addiction
[32] addiction,psychiatrist

Top Word Pairs in Tweet in G8:
[24] african,american
[20] first,african
[20] american,woman
[13] prof,medicine
[12] black,women
[11] women,physicians
[10] physicians,duke_gi_
[10] duke_gi_,paved
[10] paved,way
[10] way,dr

Top Word Pairs in Tweet in G9:
[9] female,physicians
[8] black,female
[6] social,media
[5] prominent,female
[5] physicians,handing
[5] handing,over
[5] over,social
[5] media,platforms
[5] platforms,today
[5] today,black

Top Replied-To
Top Replied-To in Entire Graph:
@rfentonmd
@fstanfordmd
@drayanajordan
@etsshow
@mdaware
@drjaysheree
@jdimick1
@juliesilvermd
@atulgrovermd
@drmoniquehassan

Top Replied-To in G1:
@etsshow
@jdimick1
@atulgrovermd
@docwak
@rachelblevinson
@tjc2sky1
@heartotxheartmd
@maddiemad_un
@constantguide
@umichmedicine

Top Replied-To in G2:
@rfentonmd
@drayanajordan
@mdaware
@futuredocs
@arghavan_salles
@drmoniquehassan
@drjaysheree
@drjessigold
@freckledpedidoc
@nbcnews

Top Replied-To in G3:
@fstanfordmd
@juliesilvermd
@nbcnews
@wraycharles
@drhowardliu
@deledaviesmd
@poojalakshmin

Top Replied-To in G4:
@drjaysheree
@nephro_sparks
@renamalikmd
@donsmallman
@helenburstin
@rocketgirlmd
@drmoniquehassan
@futuredocs
@drkerrymitchell
@adocnameddani

Top Replied-To in G5:
@mdaware

Top Replied-To in G6:
@drhowardliu
@jessitgoldstein
@deledaviesmd

Top Replied-To in G7:
@shrimplingsoup

Top Replied-To in G8:
@alysonmjohnson
@aimeezaas
@stage4kelly

Top Replied-To in G9:
@rudrainvesttips

Top Replied-To in G10:
@dcharabaty

Top Mentioned
Top Mentioned in Entire Graph:
@pedsmd2b
@drjaysheree
@adocnameddani
@drayanajordan
@surgeon4acure
@quentinyoumans
@okanlami
@fstanfordmd
@sastrongmd
@rfentonmd

Top Mentioned in G1:
@surgeon4acure
@quentinyoumans
@okanlami
@typicallysilent
@abdi_abdullahi_
@docwak
@atulgrovermd
@ezekielrmed
@pedsmd2b

Top Mentioned in G2:
@pedsmd2b
@adocnameddani
@drayanajordan
@drjaysheree
@rfentonmd
@drmoniquehassan
@ammahstarr
@fstanfordmd
@sastrongmd
@drkerrymitchell

Top Mentioned in G3:
@fstanfordmd
@juliesilvermd
@harvardmed
@nbcnews
@pedsmd2b
@massgeneralmds
@amermedicalassn
@massgeneralnews
@futuredocs
@rfentonmd

Top Mentioned in G4:
@drjaysheree
@rubraveenough
@andrewmibrahim
@pedsmd2b
@rheaboydmd
@womeninmedchat
@womeninnephro
@drayanajordan
@arghavan_salles
@fstanfordmd

Top Mentioned in G5:
@ezekielrmed
@northwesternem
@rfentonmd
@ucsf
@abdi_abdullahi_
@fstanfordmd
@sastrongmd
@drjaysheree
@usnavy
@surgeon4acure

Top Mentioned in G6:
@sastrongmd
@drlindamd
@drayanajordan
@surgeon4acure
@pedsmd2b
@adocnameddani
@fstanfordmd
@rfentonmd
@ammahstarr
@drmoniquehassan

Top Mentioned in G7:
@drayanajordan
@yalemed
@sastrongmd
@unmc
@apapsychiatric
@adocnameddani
@pedsmd2b
@drkerrymitchell
@drjaysheree

Top Mentioned in G8:
@duke_gi_
@dukemedicine
@imresidencyduke
@howardu
@dukeimchiefs
@queenzamunda
@alysonmjohnson
@julius__wilder
@pedsmd2b
@dribram

Top Mentioned in G10:
@fstanfordmd
@mondaynightibd
@noorjawaid1
@samir_grover
@draliyamd
@vwaimeih
@taliazenlea
@nadiagriller
@ibd_afzali
@stevenbollipo

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@alhanda
@mccarrenbill
@andyvermaut
@42kmi
@wildwalkerwoman
@rosenchild
@brontyman
@femtech_
@lizditz

Top Tweeters in G1:
@brontyman
@bluebirdtrini
@reignofapril
@yayayarndiva
@nytimes
@fireflyraine
@pfanderson
@vernapolitics
@notacquiescing
@carrybeyond

Top Tweeters in G2:
@mccarrenbill
@wildwalkerwoman
@femtech_
@lizditz
@lacunalingua
@slate
@natricer
@momsthoughts
@1feralkat
@variety

Top Tweeters in G3:
@42kmi
@rosenchild
@trumpgot2go
@northwind1ndn
@nbcnews
@godzillaslays65
@academicchatter
@ursulacuffee
@farrahfazal
@lcby

Top Tweeters in G4:
@spanishcountry
@nebula63
@devans00
@jerry_durhampt
@drmel_t
@deeenst
@epbeaumont
@ellafrida
@svp7
@seaworldmommy

Top Tweeters in G5:
@jurylady5
@mdaware
@empowlr
@dn_charles
@browofjustice
@naogannet
@ffolliet
@q_aurelius
@kramer_susan
@lanternlizard

Top Tweeters in G6:
@alhanda
@lorettabower3
@demfromct
@sherryink
@textifyer59
@camcath
@mavetherave99
@patrickmajor56
@dotthedragon
@kath2cats

Top Tweeters in G7:
@o_guest
@doc_becca
@essenceellis
@christineliuart
@nikimessmore
@_neerjag
@wikiwomeninred
@sanjay_ankur
@jaredwyoung
@shrimplingsoup

Top Tweeters in G8:
@theatlantic
@hrc
@michael91693258
@colorofchange
@splcenter
@sara_jiang
@howardu
@drdeborahfisher
@unitethepoor
@jbmatthews

Top Tweeters in G9:
@andyvermaut
@jfleit
@bethlinas
@stemcells21
@sepzilla
@samiupdate
@rocambolesco_
@rylinaucd
@mdedgecardio
@boardvitals

Top Tweeters in G10:
@dcharabaty
@drkeithsiau
@stevenbollipo
@charlie_lees
@sanchezlunamd
@tennysonmd
@drmohdzein
@ibd_afzali
@km_pawlak
@drfolamay