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unmcilead_2023-03-07_18-29-20.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
unmcilead via NodeXL PERMANENTLY_REMOVED
@thartman2u
@2lindamlove
@drpsychmd
@kellycawcuttmd
@drjrmarcelin
@epflcswccm
@harvardmacy
@docassar
@unmcfacdev
@this0499154500

Top hashtags:
#unmcilead
#leadership
#meded
#unmciae
#careeradvice
#leadershipdevelopment

Description:
Description
The graph represents a network of 2,009 Twitter users whose recent tweets contained "unmcilead", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 02:35 UTC.

The tweets in the network were tweeted over the 3046-day, 20-hour, 34-minute period from Monday, 27 October 2014 at 18:10 UTC to Wednesday, 01 March 2023 at 14:44 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2009
Unique Edges : 3228
Edges With Duplicates : 14393
Total Edges : 17621
Number of Edge Types : 9
Mentions : 2548
Retweet : 1617
MentionsInRetweet : 5198
Quote : 1031
MentionsInQuote : 5176
Tweet : 1166
Replies to : 137
MentionsInReplyTo : 729
MentionsInQuoteReply : 19
Self-Loops : 2073
Reciprocated Vertex Pair Ratio : 0.0792902066486972
Reciprocated Edge Ratio : 0.146930280957336
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 2008
Maximum Edges in a Connected Component : 17620
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.507847
Graph Density : 0.00119110417464041
Modularity : 0.175117
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,009 Twitter users whose recent tweets contained "unmcilead", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 02:35 UTC.

The tweets in the network were tweeted over the 3046-day, 20-hour, 34-minute period from Monday, 27 October 2014 at 18:10 UTC to Wednesday, 01 March 2023 at 14:44 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : unmcilead
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:
[15] http://www.worldcat.org/profiles/bibliotek/lists/3685128
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269493
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272168
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268803
[7] https://rebrandly.com/404
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269492
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271705
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286692
[6] https://twitter.com/LindaLove6666/status/849798109727252481/photo/1
[5] https://twitter.com/SreyRam/status/1204448093560868864

Top URLs in Tweet in G1:
[14] http://www.worldcat.org/profiles/bibliotek/lists/3685128
[3] https://apple.news/ARj2AE_PhOoiKsniIjUgjnA
[3] https://www.wsj.com/articles/how-to-cold-call-your-future-mentor-1476813053
[3] http://www.business2community.com/marketing/brand-not-just-logo-much-01688731#UHbUJLmIbKzwe6tK.97
[3] http://www.latimes.com/business/technology/la-fi-tn-twitter-hacks-prevention-safety-tips-20170316-story,amp.html
[3] http://www.worldcat.org/profiles/bibliotek/lists/3712678
[3] https://twitter.com/drjenniferhunt/status/1169639281825996800
[2] http://www.entrepreneur.com/leadership/5-non-confrontational-ways-leaders-keep-their-followers/302105
[2] https://fortune.com/2017/05/19/ai-changing-jobs-hiring-recruiting/
[2] http://www.entrepreneur.com/living/10-ways-smart-people-stay-calm/293962

Top URLs in Tweet in G2:
[5] https://twitter.com/LindaLove6666/status/849798109727252481/photo/1
[4] https://www.skipprichard.com/why-leaders-must-prioritize-health-and-wellness/
[4] https://twitter.com/LaurieBaedke/status/1173643205767831552
[4] https://twitter.com/Sjsellis/status/842402315848056832/photo/1
[4] https://twitter.com/JulieSilverMD/status/1152275154543828994/photo/1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212548
[3] https://twitter.com/unmcfacdev/status/1171908874766553088/photo/1
[3] https://jamanetwork.com/journals/jama/article-abstract/2619290
[3] https://twitter.com/groverfp/status/842886342040145920/photo/1
[3] http://ir.shareaholic.com/e?a=1&u=http://www.facultyfocus.com/articles/teaching-with-technology-articles/10-tips-creating-effective-instructional-videos/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272168
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269493
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268803
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270688
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271705
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269492
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264889
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286692
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282654
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269148

Top URLs in Tweet in G4:
[5] https://rebrandly.com/404
[2] https://twitter.com/GaneshAtkale/status/1168764661388496896/photo/1
[1] https://twitter.com/HelenBevan/status/1591339215643901952/photo/1
[1] https://www.skillsforhealth.org.uk:443/toolkit-top25
[1] https://twitter.com/helenbevan/status/834017944522874880/photo/1
[1] https://pubmed.ncbi.nlm.nih.gov/33723814/
[1] https://pubmed.ncbi.nlm.nih.gov/31167016/
[1] https://news.unl.edu/newsrooms/today/article/nebraska-u-educause-partner-for-women-advance-it-conference/
[1] https://www.fastcompany.com/90325341/why-conflict-is-good-in-the-workplace
[1] https://er.educause.edu/blogs/2019/5/pedagogical-agility-in-flexible-learning-spaces#disqus_thread

Top URLs in Tweet in G5:
[2] https://twitter.com/EricTopol/status/1204177877974994944
[2] https://twitter.com/DarelHeitkamp/status/1212473348560707585/photo/1
[1] https://twitter.com/aoglasser/status/1150235699678859265
[1] https://www.explorethespaceshow.com/podcasting/avital-oglasser-on-social-media-eras-applications/
[1] https://twitter.com/aoglasser/status/1180848320471695365/photo/1
[1] https://twitter.com/aoglasser/status/1159907228393955329/photo/1
[1] https://twitter.com/WIMChatSunday/status/1241782946404675586/photo/1
[1] https://twitter.com/WIMChatSunday/status/1246978430513696768/photo/1
[1] https://www.science.org/content/article/top-50-science-stars-twitter-rev2
[1] https://twitter.com/EricTopol/status/1204177877974994944/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/JLSchilling22/status/1592498678799167490
[1] https://www.linkedin.com/feed/update/urn:li:share:6865780959501926400
[1] https://www.pacesconnection.com/blog/trauma-informed-leadership-the-anecdote-for-collective-occupational-trauma
[1] https://www.pacesconnection.com/login!login/action/checkAuth/redirect/https%3A%2F%2Fwww.pacesconnection.com%2Fblog%2Ftrauma-informed-leadership-the-anecdote-for-collective-occupational-trauma
[1] http://www.efssupervisionstrategies.com/Blog.html?entry=workplace-bullying-when-organizational-culture
[1] https://twitter.com/epflcswccm/status/1021707353169842177/photo/1
[1] https://www.forbes.com/sites/briannegarrett/2019/08/22/on-black-womens-equal-pay-day-heres-how-women-are-fighting-to-close-the-gap/#773c13af5167
[1] https://journals.lww.com/professionalcasemanagementjournal/Abstract/2022/07000/Workplace_Violence_and_Bullying__You_Can_Survive.1.aspx
[1] https://t.co/PiJfPHUh2h
[1] https://twitter.com/TheIHI/status/1495493464917786626/photo/1

Top URLs in Tweet in G7:
[2] https://twitter.com/JournalofGME/status/1316850496028766209/photo/1
[1] https://www.ampaconline.org/political-education/ampac-candidate-workshop/
[1] https://wire.ama-assn.org/life-career/5-strategies-tame-stress-avoid-burnout-leadership-role?utm_source=TWITTER&utm_medium=Social_AMA&utm_term=807012858&utm_content=other_wellness&utm_campaign=article_alert
[1] https://www.ama-assn.org/practice-management/career-development/5-reasons-why-physicians-should-use-social-media?utm_source=TWITTER&utm_medium=Social_AMA&utm_term=2301760515&utm_campaign=general_content&utm_effort=0
[1] https://twitter.com/ledje/status/1404041633038057476/photo/1
[1] https://twitter.com/arghavan_salles/status/1172900180074434561
[1] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0223992
[1] https://meridian.allenpress.com/jgme/pages/what-JGME-editors-are-reading
[1] https://twitter.com/mededdoc/status/984415821668773888/photo/1
[1] https://www.jgme.org/doi/pdf/10.4300/JGME-D-19-00250.1

Top URLs in Tweet in G8:
[1] https://twitter.com/drtracyhull/status/1195864234460139520/photo/1

Top URLs in Tweet in G9:
[1] https://clarivate.com/blog/science-research-connect/how-to-build-your-online-researcher-identity-and-increase-your-impact/
[1] https://www.webofscience.com
[1] https://twitter.com/Publons/status/1007611934974398465/photo/1

Top URLs in Tweet in G10:
[1] https://www.sciencemag.org/careers/2019/07/what-can-scientists-learn-stand-comedy?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[1] https://science.sciencemag.org/content/362/6412/eaas9899
[1] https://www.sciencemag.org/careers/2018/03/i-got-lost-academia-find-my-way-i-moved-across-ocean
[1] https://www.sciencedirect.com/science/article/abs/pii/S1878764915001606

Top Domains
Top Domains in Tweet in Entire Graph:
[1961] twitter.com
[227] nodexlgraphgallery.org
[98] forbes.com
[89] hbr.org
[84] entrepreneur.com
[38] trib.al
[36] unmc.edu
[33] businessinsider.com
[26] inc.com
[25] theladders.com

Top Domains in Tweet in G1:
[1245] twitter.com
[89] forbes.com
[78] entrepreneur.com
[56] hbr.org
[40] nodexlgraphgallery.org
[30] businessinsider.com
[24] qz.com
[23] theladders.com
[22] bbc.com
[21] worldcat.org

Top Domains in Tweet in G2:
[482] twitter.com
[27] hbr.org
[24] unmc.edu
[20] trib.al
[7] inc.com
[6] nytimes.com
[5] nodexlgraphgallery.org
[5] forbes.com
[5] entrepreneur.com
[4] skipprichard.com

Top Domains in Tweet in G3:
[182] nodexlgraphgallery.org
[126] twitter.com
[10] ac.uk
[9] amanet.org
[8] mit.edu
[7] harvardmacy.org
[4] jmir.org
[4] lww.com
[4] amazon.com
[4] statnews.com

Top Domains in Tweet in G4:
[28] twitter.com
[13] trib.al
[5] educause.edu
[5] rebrandly.com
[3] nih.gov
[3] fastcompany.com
[3] hbr.org
[3] teachthought.com
[2] cnbc.com
[1] org.uk

Top Domains in Tweet in G5:
[18] twitter.com
[3] symplur.com
[2] explorethespaceshow.com
[2] mayoclinic.org
[2] jacr.org
[1] science.org
[1] gofman.info
[1] nytimes.com
[1] allmytweets.net
[1] kaltura.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] pacesconnection.com
[2] ihi.org
[1] linkedin.com
[1] efssupervisionstrategies.com
[1] forbes.com
[1] lww.com
[1] t.co

Top Domains in Tweet in G7:
[8] twitter.com
[2] ama-assn.org
[2] allenpress.com
[2] jgme.org
[1] ampaconline.org
[1] plos.org
[1] aafp.org

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

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

Top Domains in Tweet in G10:
[3] sciencemag.org
[1] sciencedirect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3165] unmcilead
[1337] leadership
[781] meded
[518] unmciae
[384] careeradvice
[283] leadershipdevelopment
[183] medtwitter
[171] somedocs
[170] medlibs
[162] womeninmedicine



Top Hashtags in Tweet in G1:
[2099] unmcilead
[1040] leadership
[529] meded
[375] unmciae
[300] careeradvice
[227] leadershipdevelopment
[128] medlibs
[109] medtwitter
[104] highereducation
[97] somedocs

Top Hashtags in Tweet in G2:
[770] unmcilead
[124] leadership
[68] meded
[36] womeninmedicine
[31] leaders
[30] leadershipdevelopment
[21] iamunmc
[21] leader
[21] womeninstem
[20] women

Top Hashtags in Tweet in G3:
[221] unmcilead
[150] meded
[123] leadership
[111] unmciae
[54] somedocs
[45] medtwitter
[34] unmcetc
[33] medlibs
[26] careeradvice
[25] womeninmedicine

Top Hashtags in Tweet in G4:
[54] unmcilead
[43] careeradvice
[38] leadership
[15] meded
[11] unmciae
[8] highereducation
[8] somedocs
[6] learning
[6] professionaldevelopment
[5] mentorship

Top Hashtags in Tweet in G5:
[5] meded
[5] medtwitter
[4] unmcilead
[3] womeninmedicine
[2] some
[2] wimchat
[2] twitter
[2] research
[2] science
[1] academictwitter

Top Hashtags in Tweet in G6:
[1] genderdisparities
[1] healthcareleadership
[1] auth
[1] traumainformedleadership
[1] collective_occupational_trauma
[1] genderpaygap
[1] ihiopenschool
[1] qualityimprovement

Top Hashtags in Tweet in G7:
[3] meded
[1] burnout
[1] leaders
[1] medtwitter
[1] leadershipmatters
[1] membersmovemedicine
[1] cfaschat
[1] aamccfas
[1] worldwellbeingweek
[1] some

Top Hashtags in Tweet in G8:
[1] mentoring
[1] mentee
[1] leadership
[1] professionaldevelopment
[1] unmcilead

Top Hashtags in Tweet in G9:
[1] ecrchat
[1] phdchat
[1] postdocs
[1] mondaymotivation
[1] peerreview

Top Hashtags in Tweet in G10:
[2] sciencemagarchives
[1] scicomm

Top Words
Top Words in Tweet in Entire Graph:
[3213] #unmcilead
[1342] #leadership
[1056] thartman2u
[790] #meded
[773] unmcfacdev
[758] harvardmacy
[644] elamprogram
[637] thx
[567] mcmasterhla
[525] #unmciae

Top Words in Tweet in G1:
[2120] #unmcilead
[1041] #leadership
[619] harvardmacy
[559] elamprogram
[535] #meded
[500] mcmasterhla
[489] thx
[471] unmcfacdev
[379] #unmciae
[357] thartman2u

Top Words in Tweet in G2:
[789] #unmcilead
[236] thartman2u
[153] 2lindamlove
[144] leadership
[144] unmcfacdev
[127] day
[125] #leadership
[125] twitter
[119] challenge
[117] unmc

Top Words in Tweet in G3:
[357] thartman2u
[228] docassar
[225] #unmcilead
[182] nodexl
[161] this0499154500
[151] #meded
[140] unmcfacdev
[126] #leadership
[113] #unmciae
[102] harvardmacy

Top Words in Tweet in G4:
[76] thartman2u
[57] #unmcilead
[45] #careeradvice
[38] #leadership
[36] thx
[16] #meded
[14] harvardmacy
[12] amanet
[12] unmcfacdev
[12] work

Top Words in Tweet in G5:
[8] twitter
[5] erictopol
[5] thartman2u
[5] #medtwitter
[5] #meded
[4] choo_ek
[4] #unmcilead
[4] social
[4] media
[4] academic

Top Words in Tweet in G6:
[4] read
[4] women
[3] trauma
[3] michaelbgarrett
[3] theihi
[3] ccm_cert
[3] healthleaders
[3] leadership
[3] cmsanational
[3] michelleronline

Top Words in Tweet in G7:
[3] media
[3] social
[3] faculty
[3] role
[3] #meded
[2] mentors
[2] laurenmaggio
[2] study
[2] professional
[2] physician

Top Words in Tweet in G8:
[2] each
[2] seanlangenfeld

Top Words in Tweet in G10:
[2] minutes
[2] sciencecareers
[2] 15
[2] more
[2] step
[2] #sciencemagarchives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[404] harvardmacy,elamprogram
[319] #unmcilead,#leadership
[309] #leadership,#unmcilead
[274] elamprogram,mcmasterhla
[229] #unmcilead,harvardmacy
[204] nodexl,thartman2u
[177] #unmcilead,#unmciae
[155] twitter,challenge
[150] wlghconf,mcmasterhla
[134] #unmcilead,unmcfacdev

Top Word Pairs in Tweet in G1:
[363] harvardmacy,elamprogram
[262] #unmcilead,#leadership
[256] #leadership,#unmcilead
[246] elamprogram,mcmasterhla
[199] #unmcilead,harvardmacy
[142] wlghconf,mcmasterhla
[137] #unmcilead,#unmciae
[114] elamprogram,wlghconf
[112] mcmasterhla,#unmcilead
[104] #unmciae,#unmcilead

Top Word Pairs in Tweet in G2:
[102] twitter,challenge
[77] #unmcilead,twitter
[56] challenge,day
[31] day,#unmcilead
[26] #unmcilead,unmcfacdev
[24] #leadership,#unmcilead
[23] #unmcilead,#leadership
[21] leadership,quote
[20] drpsychmd,#unmcilead
[17] find,interesting

Top Word Pairs in Tweet in G3:
[163] nodexl,thartman2u
[99] thartman2u,docassar
[86] top,hashtags
[83] unmcilead,nodexl
[61] docassar,this0499154500
[51] thartman2u,this0499154500
[48] unmciae,nodexl
[48] unmcfacdev,nodexl
[41] hashtags,#unmciae
[41] #unmciae,#meded

Top Word Pairs in Tweet in G4:
[9] #unmcilead,#careeradvice
[9] #leadership,#unmcilead
[8] elamprogram,mcmasterhla
[7] social,media
[7] #unmcilead,#unmciae
[7] #leadership,#careeradvice
[6] #unmcilead,harvardmacy
[6] #unmcilead,#leadership
[5] harvardmacy,elamprogram
[4] harvardbiz,thx

Top Word Pairs in Tweet in G5:
[4] social,media
[2] thx,symplur
[2] meggerber,mkittlesonmd
[2] womensurgeons,womenofimpact4
[2] tony_breu,uppieup
[2] #science,#meded
[2] whitecoatdiary,shannonomac
[2] #research,#science
[2] rjmdphilly,zackbergermdphd
[2] uppieup,sonjaraaum

Top Word Pairs in Tweet in G6:
[2] trauma,informed
[2] informed,leadership
[2] important,read

Top Word Pairs in Tweet in G7:
[3] social,media

Top Word Pairs in Tweet in G10:
[2] 15,minutes

Top Replied-To
Top Replied-To in Entire Graph:
@2lindamlove
@drjrmarcelin
@drpsychmd
@thartman2u
@josephsiuphd
@kellycawcuttmd
@alissafial
@drjmaxwell
@drfingeret
@drdanaedinkel

Top Replied-To in G1:
@lynsonnenberg
@kellycawcuttmd
@drpsychmd
@eileendeignanmd
@josephsiuphd
@todoist
@pymetrics
@teresasoro
@unmclibrary
@markccrowley

Top Replied-To in G2:
@2lindamlove
@drjrmarcelin
@thartman2u
@alissafial
@josephsiuphd
@arghavan_salles
@drhowardliu
@rubraveenough
@drpsychmd
@allisongrennan

Top Replied-To in G3:
@etsshow
@societyhospmed
@engineering_joy
@thartman2u
@martinaaclarke
@drmarleydoyle

Top Replied-To in G5:
@drjrmarcelin
@drpsychmd
@gradydoctor
@twitter
@smr_foundation

Top Replied-To in G8:

Top Mentioned
Top Mentioned in Entire Graph:
@thartman2u
@harvardmacy
@unmcfacdev
@elamprogram
@mcmasterhla
@2lindamlove
@drjrmarcelin
@unmc
@unmc_iae
@kellycawcuttmd

Top Mentioned in G1:
@harvardmacy
@elamprogram
@mcmasterhla
@unmcfacdev
@thartman2u
@2lindamlove
@wlghconf
@unmc_iae
@amanet
@somedocs

Top Mentioned in G2:
@thartman2u
@2lindamlove
@unmcfacdev
@drjrmarcelin
@unmc
@kellycawcuttmd
@drpsychmd
@fayehaggar

Top Mentioned in G3:
@thartman2u
@docassar
@this0499154500
@harvardmacy
@unmcfacdev
@elamprogram
@unmc_iae
@mcmasterhla
@mpweirdopodcast

Top Mentioned in G4:
@thartman2u
@harvardmacy
@unmcfacdev
@amanet
@elamprogram
@somedocs
@harvardbiz
@mcmasterhla
@drhowardliu
@educause

Top Mentioned in G5:
@thartman2u
@erictopol
@etsshow
@choo_ek
@symplur
@arghavan_salles
@meggerber
@vprasadmdmph
@kellycawcuttmd
@aoglasser

Top Mentioned in G6:
@michaelbgarrett
@cmsanational
@healthleaders
@theihi
@ccm_cert
@cgibhs
@ubalumni
@judgewren
@kimacquaviva

Top Mentioned in G7:
@amermedicalassn
@aafp
@acgme
@ohiomedicine
@laurenmaggio
@journalofgme
@ampaconline
@doctorty
@uc_health
@uchealthnews

Top Mentioned in G8:
@seanlangenfeld
@patsyllamd
@danpopowichmd
@swexner
@marksoliman
@samatallahmd
@timridolfi
@debby_keller
@conordelaneymd
@scottrsteelemd

Top Mentioned in G9:
@orcid_org
@webofscience
@publons
@arxiv
@biorxivpreprint
@socarxiv
@figshare
@datadryad
@osframework
@growkudos

Top Mentioned in G10:
@sciencecareers
@adam_ruben
@elsevierconnect
@cughnews
@cugh_tac
@lancetgh
@aogh_journal
@afrehealthorg
@aasciences
@aaas

Top Tweeters
Top Tweeters in Entire Graph:
@united
@reuters
@kibsolfuture
@education_24x7
@allentien
@gordontredgold
@cnbc
@vrretweeter
@bbcnews
@thecuriousluke

Top Tweeters in G1:
@united
@reuters
@kibsolfuture
@allentien
@gordontredgold
@bbcnews
@machinelearnflx
@valaafshar
@bot_innovation
@forbes

Top Tweeters in G2:
@paulmiller1313
@tomvarghesejr
@kctv5
@nplace1
@melanielybarger
@leadfastnow
@drcockymd
@gregbjenkins
@coolmentoring
@google

Top Tweeters in G3:
@education_24x7
@vrretweeter
@nytimes
@washingtonpost
@designthinkbot
@b0tsci
@fastcompany
@mpweirdopodcast
@mazendorf
@ranamuh80927908

Top Tweeters in G4:
@cnbc
@thecuriousluke
@pfanderson
@lollydaskal
@akwyz
@jblefevre60
@ipfconline1
@joblify_app
@grace_durbin
@wef

Top Tweeters in G5:
@celestinogutirr
@drjengunter
@picardonhealth
@neilflochmd
@choo_ek
@kidney_boy
@heartsisters
@karynbaum
@mayoclinic
@rheum_cat

Top Tweeters in G6:
@robincogan
@socworkpodcast
@judgewren
@gerald_joseph90
@pberryrn
@rosehorowitz31
@healthleaders
@ubssw
@epflcswccm
@njsmyth

Top Tweeters in G7:
@amermedicalassn
@aafp
@plosone
@ledje
@journalofgme
@mededdoc
@acgme
@ohiomedicine
@drsteventchen
@uc_health

Top Tweeters in G8:
@swexner
@samatallahmd
@debby_keller
@conordelaneymd
@marksoliman
@danpopowichmd
@scottrsteelemd
@kylecologne
@patsyllamd
@drmikevalente

Top Tweeters in G9:
@biorxivpreprint
@figshare
@sydney_uni
@orcid_org
@growkudos
@osframework
@datadryad
@socarxiv
@publons
@arxiv

Top Tweeters in G10:
@sciencecareers
@keithmartinmd
@cughnews
@aaas
@elsevierconnect
@cugh_tac
@aasciences
@lancetgh
@adam_ruben
@afrehealthorg


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