meded, Twitter, 3/1/2021 12:05:03 PM, 249849


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meded_2021-02-28_22-05-40.xlsx
meded_2021-02-28_22-05-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
meded via NodeXL https://bit.ly/3r817it
@mededbot
@telehealthbot
@acgme
@harvardmacy
@drmiketodorovic
@abbywuim
@meded_journal
@closler
@orthopodreg
@santalum_aurum

Top hashtags:
#meded
#medtwitter
#foamed
#covid19
#acgme2021
#cardiotwitter
#clinicaltrials

Description:
Description
The graph represents a network of 5,897 Twitter users whose tweets in the requested range contained "meded", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 March 2021 at 06:19 UTC.

The requested start date was Monday, 01 March 2021 at 01:01 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 3-day, 23-hour, 40-minute period from Wednesday, 24 February 2021 at 12:45 UTC to Sunday, 28 February 2021 at 12:25 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 : 5897
Unique Edges : 5272
Edges With Duplicates : 13190
Total Edges : 18462
Number of Edge Types : 5
Retweet : 5115
MentionsInRetweet : 7499
Tweet : 1558
Mentions : 3957
Replies to : 333
Self-Loops : 1659
Reciprocated Vertex Pair Ratio : 0.0531878622570747
Reciprocated Edge Ratio : 0.101003561022985
Connected Components : 438
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 4629
Maximum Edges in a Connected Component : 16475
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.974873
Graph Density : 0.000266532737824743
Modularity : 0.440163
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,897 Twitter users whose tweets in the requested range contained "meded", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 March 2021 at 06:19 UTC.

The requested start date was Monday, 01 March 2021 at 01:01 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 3-day, 23-hour, 40-minute period from Wednesday, 24 February 2021 at 12:45 UTC to Sunday, 28 February 2021 at 12:25 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 : meded
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:
[266] http://www.medpub.app/
[49] https://brandessenceresearch.com/healthcare/ambulance-stretchers-market-competitive/
[44] https://www.amazon.com/gp/product/1260019934/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1260019934&linkId=f7cc4153dad7e314bec3df4ecbd1534a
[27] https://nephsim.com/image-gallery/#AA
[21] https://manualofmedicine.blogspot.com/2021/02/periumbilical-and-abdominal-flank.html
[16] https://rebelem.com/rebel-reviews/
[12] https://www.instagram.com/accounts/login/
[11] https://www.grepmed.com/?q=serotonin+syndrome+medications
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.gastrojournal.org%2Farticle%2FS0016-5085%2821%2900449-2%2Ffulltext&rc=0
[9] https://amee.org/getattachment/Covid-19/Guide-129-(CMcL)-Electronic.pdf

Top URLs in Tweet in G1:
[32] https://brandessenceresearch.com/healthcare/ambulance-stretchers-market-competitive/
[11] http://www.medpub.app/
[8] https://amee.org/getattachment/Covid-19/Guide-129-(CMcL)-Electronic.pdf
[4] https://twitter.com/asmeofficial/status/1364585825007259654
[4] https://www.sciencedaily.com/releases/2021/02/210225143635.htm
[3] https://cmepalooza.com/2021/02/24/early-retirement-a-cmepalooza-cartoon/
[3] https://www.harvardmacy.org/index.php/hmi-courses/museum-fellowship-course
[3] https://harvardmacy.org/index.php/hmi/hmi-podcast-s2-e2
[3] https://harvardmacy.podbean.com/e/hmi-podcast-s1-e8/
[3] https://podcasts.apple.com/us/podcast/harvard-macy-institute-podcast/id1492166789

Top URLs in Tweet in G2:
[142] http://www.medpub.app/
[17] https://brandessenceresearch.com/healthcare/ambulance-stretchers-market-competitive/
[7] https://medicalterminologyblog.com/exploring-medical-language-2/
[4] https://www.nytimes.com/2021/02/23/business/economy/economics-women-gender-bias.html?referringSource=articleShare
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6960369/
[3] https://www.middleeastmedicalportal.com/cme-events/
[3] https://aroramedicaleducation.co.uk/how-to-use-reflection-in-your-portfolio-entries/
[3] https://aroramedicaleducation.co.uk/how-to-get-into-uk-gp-training-uk-trained-or-img-doctor/
[3] https://news.trust.org/item/20210128164053-e6jl7/
[3] https://hbr.org/2020/06/leaders-stop-denying-the-gender-inequity-in-your-organization

Top URLs in Tweet in G3:
[3] https://web.cvent.com/event/125ddcf5-4836-46f0-b9c7-be97b65acf9b/summary
[3] https://dl.acgme.org/learn/course/guidebook-for-promoting-well-being-during-the-covid-19-pandemic
[3] https://cse.tcu.edu/stories/posts/nash-preceptorship.php
[2] https://mafpadvocacy.org/2021/02/25/emily-onello-md-profiles-rural-medical-educators/
[1] https://www.acgme.org/Newsroom/Blog/Details/ArticleID/10976/Honoring-Excellence-Q-and-A-with-Amanda-Lezanski-Gujda-DO#.YDkuktGN6Yc.twitter
[1] https://www.acgme.org/What-We-Do/Initiatives/Awards/Parker-J-Palmer-Courage-to-Teach-Award
[1] https://www.acgme.org/Meetings-and-Educational-Activities/Annual-Educational-Conference/Conference-Registration
[1] https://twitter.com/acedens/status/1364591482481508353
[1] https://acgme.org/Newsroom/Blog/Details/ArticleID/10965/-ACGME2021-Day-1-Recap-Pre-Conferences-and-Looking-Ahead#.YDba3joHv4g.twitter
[1] https://acgme.org/Newsroom/Blog/Details/ArticleID/10973/-ACGME2021-Summary-In-His-Presidents-Plenary-Dr-Nasca-Makes-a-Call-to-Action#.YDghZKYWyO8.twitter

Top URLs in Tweet in G4:
[1] https://www.youtube.com/channel/UC1MftpleaGc7eXyuqNiIUFQ?app=desktop
[1] https://open.spotify.com/show/3BeL7mPv4WvDaJIbsJDGFA?si=As9wYjusQ-2zBCFH1BsizQ
[1] https://twitter.com/primarycarechat/status/1364921743173943299
[1] https://twitter.com/jenniferspicer4/status/1364291747870887937
[1] https://twitter.com/jhospmedicine/status/1365414119348858883
[1] https://twitter.com/humphreyslab/status/1364388945707032578
[1] https://www.acgme.org/Newsroom/Blog/Details/ArticleID/10978/Honoring-Excellence-Q-and-A-with-Bryce-Montan%c3%a9-MD#.YDk6JstNvqg.twitter
[1] https://twitter.com/shirlywhirlmd/status/1363540897896542211
[1] https://twitter.com/londyloo/status/1365880840136327171
[1] https://twitter.com/londyloo/status/1328875895503904771

Top URLs in Tweet in G5:
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11606-021-06616-9
[1] https://twitter.com/RoyStrowdMD/status/1365136321052835850
[1] https://bmcmededuc.biomedcentral.com/articles/10.1186/s12909-021-02517-x
[1] https://www.myast.org/education/transplant-10
[1] https://www.mededportal.org/doi/10.15766/mep_2374-8265.10454?cookieSet=1
[1] https://www.interfolio.com/resources/blog/three-mindset-shifts-to-improve-academic-writing/
[1] https://harvardmacy.org/index.php/hmi/september-2020-mededpearls
[1] https://www.amazon.com/gp/product/1260019934/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1260019934&linkId=f7cc4153dad7e314bec3df4ecbd1534a
[1] https://www.aan.com/conferences-community/annual-meeting/program/browse-plenary-sessions/?utm_source=twitter&utm_medium=organic
[1] social&utm_campaign=21

Top URLs in Tweet in G6:
[13] http://www.medpub.app/
[3] https://www.levelex.com/blog/what-education-can-learn-from-games
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.gastrojournal.org%2Farticle%2FS0016-5085%2821%2900432-7%2Ffulltext&rc=0
[2] https://www.youtube.com/watch?v=KGzH3lmHYvk&feature=youtu.be

[1] https://www.eventbrite.com/e/142779434131
[1] https://twitter.com/SocietyPedsDerm/status/1363857222489538563
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfGMraDmqX88%26t%3D9s&q=EgS4SO-bGNeN8oEGIhkA8aeDS3tg9HwAvF0GAMUEexcx68dgRcTDMgFy
[1] https://twitter.com/vineettiruvadi/status/1364571311410970626
[1] https://www.edwards.com/pages/quick-guide-to-cardiopulmonary-care
[1] https://www.turkjemergmed.org/article.asp?issn=2452-2473;year=2021;volume=21;issue=1;spage=24;epage=29;aulast=Wongtanasarasin

Top URLs in Tweet in G7:
[50] http://www.medpub.app/
[4] https://twitter.com/jonpiccinisr/status/1365650358685622279
[3] https://renaissance.stonybrookmedicine.edu/medicine/cardiology/grand_rounds
[2] https://livestream.com/debakey/venousandlymphaticforum022421
[2] https://livestream.com/accounts/21157318/events/9410308
[1] https://www.instagram.com/accounts/login/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7356583/
[1] https://academic.oup.com/ehjcr/article/5/2/ytab067/6145798?login=true
[1] https://twitter.com/JGrapsa/status/1365355011983704066
[1] https://twitter.com/ISHBP/status/1364580600632508419

Top URLs in Tweet in G8:
[41] https://www.amazon.com/gp/product/1260019934/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1260019934&linkId=f7cc4153dad7e314bec3df4ecbd1534a
[19] https://manualofmedicine.blogspot.com/2021/02/periumbilical-and-abdominal-flank.html
[16] https://rebelem.com/rebel-reviews/
[9] https://www.grepmed.com/?q=serotonin+syndrome+medications
[4] https://www.amazon.com/gp/product/149638413X/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=149638413X&linkId=b7801ef4413bd2aace795591e2718024
[2] https://www.amazon.com/gp/product/0702078689/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=0702078689&linkId=0a51ce6055222ff5d8c1148593db697c
[2] https://www.amazon.com/gp/product/1259584739/ref=as_li_tl?ie=UTF8&tag=manualofmedic-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1259584739&linkId=34e8338bcddddc88505755964b12532d
[1] https://www.rcemlearning.co.uk/modules/subclavian-malpositioned/
[1] https://www.youtube.com/watch?v=KHXSfh2ZRDM&feature=youtu.be

[1] https://www.virtamed.com/en/news/esg-and-virtamed/

Top URLs in Tweet in G9:
[5] https://www.youtube.com/channel/UCIEXiYmvemJnSrTRy7NBoIQ?app=desktop
[1] https://twitter.com/jackdeliuc/status/1365390257043210242
[1] https://www.youtube.com/watch?v=93z0bN7diVQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=s2IF_tYyqG8&feature=youtu.be

[1] https://twitter.com/i/status/1355796741602373633
[1] https://www.grepmed.com/?q=serotonin+syndrome+medications

Top URLs in Tweet in G10:
[2] https://twitter.com/acadmedjournal/status/1364696892941209603
[1] http://www.meandmyobg.com/2021/02/introducing-the-2021-toy-advocacy-fellow-rose-ann-huynh-md/
[1] https://twitter.com/TheLongSOM/status/1364636326239346689
[1] http://nrmp.org/match-week-soap-applicants/
[1] https://twitter.com/thelancet/status/1364916756670783488
[1] https://twitter.com/goinggracefully/status/1365030323411681289
[1] https://twitter.com/nebraskachamber/status/1365059268173529095
[1] https://twitter.com/unionista27/status/1364601488018837521
[1] https://twitter.com/jaymorris_md/status/1364580427684544513
[1] https://twitter.com/fpmjournal/status/1364998984482189313

Top Domains
Top Domains in Tweet in Entire Graph:
[543] twitter.com
[266] medpub.app
[122] teckro.com
[76] medicalxpress.com
[60] youtube.com
[56] amazon.com
[54] dlvr.it
[49] brandessenceresearch.com
[40] nih.gov
[38] vimeo.com

Top Domains in Tweet in G1:
[98] twitter.com
[32] brandessenceresearch.com
[20] lww.com
[13] harvardmacy.org
[11] medpub.app
[10] amee.org
[8] wiley.com
[8] closler.org
[7] careerarc.com
[7] brighamandwomens.org

Top Domains in Tweet in G2:
[142] medpub.app
[102] twitter.com
[52] medicalxpress.com
[20] co.uk
[19] youtube.com
[19] careerarc.com
[17] brandessenceresearch.com
[15] beckershospitalreview.com
[14] orthospinenews.com
[13] nih.gov

Top Domains in Tweet in G3:
[23] twitter.com
[19] acgme.org
[3] cvent.com
[3] tcu.edu
[2] mafpadvocacy.org
[1] sixwordmemoirs.com
[1] aadprt.org
[1] deckerip.com
[1] zoom.us
[1] thalamusgme.com

Top Domains in Tweet in G4:
[18] twitter.com
[4] cureus.com
[1] youtube.com
[1] spotify.com
[1] acgme.org
[1] grepmed.com
[1] apsf.org
[1] ahajournals.org
[1] soundcloud.com
[1] jamanetwork.com

Top Domains in Tweet in G5:
[9] twitter.com
[2] amazon.com
[2] aan.com
[2] springer.com
[1] biomedcentral.com
[1] myast.org
[1] mededportal.org
[1] interfolio.com
[1] harvardmacy.org
[1] usmle-rx.com

Top Domains in Tweet in G6:
[23] twitter.com
[13] medpub.app
[6] pulmonologyadvisor.com
[5] youtube.com
[3] levelex.com
[3] nih.gov
[3] docwirenews.com
[2] google.com
[2] facebook.com
[2] elsevierhealth.com

Top Domains in Tweet in G7:
[50] medpub.app
[13] twitter.com
[13] medicalxpress.com
[6] healio.com
[4] interventionalnews.com
[4] livestream.com
[3] cardiacvascularnews.com
[3] cardiovascularnews.com
[3] stonybrookmedicine.edu
[2] cardiovascularbusiness.com

Top Domains in Tweet in G8:
[49] amazon.com
[19] blogspot.com
[16] rebelem.com
[9] grepmed.com
[1] co.uk
[1] youtube.com
[1] virtamed.com
[1] twitter.com
[1] nephsim.com
[1] emovereasy.com

Top Domains in Tweet in G9:
[7] youtube.com
[2] twitter.com
[1] grepmed.com

Top Domains in Tweet in G10:
[17] twitter.com
[2] mededportal.org
[1] meandmyobg.com
[1] nrmp.org
[1] liebertpub.com
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3922] meded
[1226] medtwitter
[593] foamed
[286] covid19
[234] acgme2021
[189] cardiotwitter
[167] clinicaltrials
[148] medstudenttwitter
[143] thankaresidentday
[143] mcgconf2021pif



Top Hashtags in Tweet in G1:
[601] meded
[105] medtwitter
[63] sacme2021
[62] bariatric
[43] hpe
[37] hmivirtual
[36] paramedic
[36] nurses
[32] ambulance
[32] stretchers

Top Hashtags in Tweet in G2:
[662] meded
[267] medtwitter
[107] epidemiology
[81] foamed
[35] medstudenttwitter
[34] healthcare
[30] medicaleducation
[29] health
[27] fomed
[24] hospital

Top Hashtags in Tweet in G3:
[201] meded
[174] acgme2021
[91] acgme
[82] meaninginmedicine
[48] thankaresidentday
[26] medtwitter
[22] gme
[12] covid19
[9] findyourhillary
[9] hmhfellows

Top Hashtags in Tweet in G4:
[95] meded
[32] medtwitter
[10] primarycarechat
[8] unclebob
[8] blackhistorymonth
[6] thankaresidentday
[6] womeninmedicine
[6] foamed
[5] dermatology
[4] residents

Top Hashtags in Tweet in G5:
[81] idboardreview
[73] meded
[26] aanam
[20] neurotwitter
[18] usmle
[15] foamed
[14] idmeded
[14] medtwitter
[13] hcsm
[10] lovehowyoulearn

Top Hashtags in Tweet in G6:
[142] meded
[58] medtwitter
[13] medstudenttwitter
[11] foamed
[9] pulmonology
[5] covid19
[5] medschool
[4] revision
[4] healthcare
[4] medicine

Top Hashtags in Tweet in G7:
[162] meded
[127] cardiotwitter
[97] medtwitter
[86] cardioed
[34] epeeps
[30] pci
[23] my_4_slides
[23] cto
[22] ctoconnect
[22] cto2021

Top Hashtags in Tweet in G8:
[131] meded
[127] foamed
[62] medtwitter
[46] cardiotwitter
[34] usmle
[20] emergencymedicine
[9] sbme
[8] hcsm
[7] simulation
[6] nephrology

Top Hashtags in Tweet in G9:
[60] pocus
[57] meded
[36] vexus
[24] vexuslite
[24] foamed
[12] medtwitter
[10] foamus
[8] mfyc
[8] eligemfyc
[8] atencionprimaria

Top Hashtags in Tweet in G10:
[41] meded
[12] medtwitter
[4] thankaresidentday
[4] healthcare
[4] unmciae
[4] womeninmedicine
[4] caam
[3] medstudenttwitter
[3] unmcilead
[3] medhum

Top Words
Top Words in Tweet in Entire Graph:
[3921] #meded
[1226] #medtwitter
[810] more
[772] medical
[593] #foamed
[414] dr
[343] today
[343] news
[319] work
[304] great

Top Words in Tweet in G1:
[601] #meded
[158] more
[121] medical
[105] education
[105] #medtwitter
[91] learn
[89] research
[80] learning
[79] harvardmacy
[77] today

Top Words in Tweet in G2:
[662] #meded
[267] #medtwitter
[235] more
[226] medical
[169] news
[107] #epidemiology
[81] #foamed
[78] covid
[78] 19
[58] health

Top Words in Tweet in G3:
[201] #meded
[175] acgme
[174] #acgme2021
[91] #acgme
[82] #meaninginmedicine
[64] today
[53] thank
[48] #thankaresidentday
[44] president
[42] care

Top Words in Tweet in G4:
[95] #meded
[34] residents
[32] #medtwitter
[29] thank
[25] during
[25] futuredocs
[21] ll
[20] doesn
[20] seem
[20] fellows

Top Words in Tweet in G5:
[81] #idboardreview
[78] presents
[73] #meded
[72] iuidfellowship
[54] dr
[51] fever
[37] 50
[32] excited
[32] session
[30] mri

Top Words in Tweet in G6:
[142] #meded
[58] #medtwitter
[37] meded
[26] medical
[23] more
[13] #medstudenttwitter
[13] news
[12] dr
[12] bir
[11] #foamed

Top Words in Tweet in G7:
[162] #meded
[127] #cardiotwitter
[97] #medtwitter
[91] medical
[86] #cardioed
[76] more
[69] news
[57] join
[42] live
[39] dr

Top Words in Tweet in G8:
[131] #meded
[127] #foamed
[77] manualomedicine
[62] #medtwitter
[49] source
[46] #cardiotwitter
[39] #medtwit
[34] #usmle
[22] syndrome
[20] #emergencymedicine

Top Words in Tweet in G9:
[65] guided
[60] #pocus
[57] #meded
[54] nephrop
[42] video
[36] #vexus
[35] portal
[34] ultrasound
[33] right
[32] excited

Top Words in Tweet in G10:
[41] #meded
[12] #medtwitter
[8] applicants
[7] aamctoday
[6] vulnerable
[6] more
[6] programs
[6] virtual
[5] residents
[5] harvardmacy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[592] #medtwitter,#meded
[342] #meded,#medtwitter
[310] more,medical
[309] medical,news
[300] #meded,#foamed
[123] covid,19
[119] learn,more
[112] news,#epidemiology
[108] #foamed,#meded
[100] #epidemiology,#medtwitter

Top Word Pairs in Tweet in G1:
[65] learn,more
[51] professional,development
[43] #meded,#medtwitter
[39] learning,listen
[39] listen,patients
[39] patients,stories
[39] stories,narrative
[39] narrative,medicine
[39] medicine,programs
[39] programs,teach

Top Word Pairs in Tweet in G2:
[161] #medtwitter,#meded
[158] more,medical
[158] medical,news
[107] news,#epidemiology
[100] #epidemiology,#medtwitter
[66] covid,19
[53] #meded,#medtwitter
[38] #meded,#foamed
[30] #medtwitter,#medstudenttwitter
[27] #foamed,#fomed

Top Word Pairs in Tweet in G3:
[45] #meaninginmedicine,#meded
[27] #meded,#meaninginmedicine
[26] acgme,#acgme
[24] #acgme2021,#meaninginmedicine
[24] #acgme,president
[23] dr,nasca
[23] acgme,#acgme2021
[19] #acgme,blog
[18] poster,hall
[16] health,care

Top Word Pairs in Tweet in G4:
[20] residents,fellows
[19] ll,honest
[19] honest,thank
[19] thank,doesn
[19] doesn,seem
[19] seem,enough
[19] enough,residents
[19] fellows,sacrificed
[19] sacrificed,much
[19] much,during

Top Word Pairs in Tweet in G5:
[72] iuidfellowship,#idboardreview
[37] #idboardreview,50
[28] 50,recent
[28] recent,dental
[28] dental,infection
[28] infection,presents
[28] presents,4d
[28] 4d,fever
[28] fever,headache
[28] headache,weakness

Top Word Pairs in Tweet in G6:
[32] #medtwitter,#meded
[13] #meded,#medtwitter
[13] more,medical
[13] medical,news
[9] news,#pulmonology
[9] #pulmonology,#medtwitter
[6] pulmonology,advisor
[6] advisor,more
[5] #foamed,#meded
[5] #medtwitter,#medstudenttwitter

Top Word Pairs in Tweet in G7:
[68] #medtwitter,#meded
[62] more,medical
[62] medical,news
[48] #cardiotwitter,#cardioed
[46] #cardiotwitter,#medtwitter
[40] news,#cardiotwitter
[28] qs,peer
[28] peer,review
[28] review,editorial
[28] editorial,processes

Top Word Pairs in Tweet in G8:
[91] #meded,#foamed
[45] #foamed,#cardiotwitter
[44] manualomedicine,source
[43] source,#meded
[38] #cardiotwitter,#medtwit
[24] #foamed,#medtwitter
[19] answer,#meded
[19] #medtwitter,#usmle
[18] serotonin,syndrome
[18] manualomedicine,answer

Top Word Pairs in Tweet in G9:
[32] excited,share
[32] share,video
[32] video,perform
[32] perform,ultrasound
[32] ultrasound,guided
[32] guided,arterial
[32] arterial,line
[32] line,bevel
[32] bevel,guided
[32] guided,technique

Top Word Pairs in Tweet in G10:
[5] #medtwitter,#meded
[5] racist,policies
[4] unmc_iae,#unmciae
[4] children,disabilities
[4] disabilities,particularly
[4] particularly,vulnerable
[4] vulnerable,school
[4] school,failure
[4] failure,more
[4] more,drop

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@ranaercan9
@aytekinyoruk
@critconcepts
@concernecus
@ehlisunnetyolu_
@docpillow12
@acgme
@deren581
@jessicamdewitt

Top Replied-To in G1:
@meded_journal
@drol007
@jasonhanmd
@medflashgo
@dr_schmidty
@happydocpodcast
@heathermacneil2
@julio_frenk
@haseemraja
@ducrest

Top Replied-To in G2:
@gpiedimo
@realmed3
@andrewmklee_
@samtalkssex

Top Replied-To in G3:
@docpillow12
@acgme
@brownbrij76
@gimapreceptor
@wynnemorrismd
@vumcpmr
@oliviamtdavies

Top Replied-To in G4:
@primarycarechat
@abbywuim
@paulkunnath
@ashira_md
@aroonsirimd
@cchristmcolleen
@studentdoctorad
@springsdavid
@jhospmedicine
@wraycharles

Top Replied-To in G5:
@ninabrowner
@zoe_m_adams
@rabihmgeha

Top Replied-To in G7:
@cardiopublisher

Top Replied-To in G8:
@critcarekenya
@mizuhomorrison

Top Replied-To in G10:
@rofiqueali01
@flourish_med

Top Mentioned
Top Mentioned in Entire Graph:
@teckroofficial
@acgme
@harvardmacy
@drmiketodorovic
@manualomedicine
@hedy_wald
@iuidfellowship
@asmeofficial
@santalum_aurum
@acadmedjournal

Top Mentioned in G1:
@harvardmacy
@asmeofficial
@acadmedjournal
@sacme_cpd
@clinedresearch
@picardonhealth
@orthopodreg
@meded_journal
@richardreznick
@acgme

Top Mentioned in G2:
@epidpublisher
@fr_hossain
@acgme
@bariquins
@harvardmacy
@einsteinmed
@realbrainbook
@giulioanichini
@aman999arora
@aaliya_uk

Top Mentioned in G3:
@acgme
@goldfdtn
@aoafordos
@camarajones
@oliviamtdavies
@donberwick
@pedsem
@boedudley
@umnpsychres
@bhavnabhasin1

Top Mentioned in G4:
@futuredocs
@wudeptmedicine
@abbywuim
@gimapreceptor
@londyloo
@amoytheemd
@primarycarechat
@washuimres
@uva
@acpinternists

Top Mentioned in G5:
@iuidfellowship
@aanmember
@roystrowdmd
@aaronlberkowitz
@idsamededcop
@cpsolvers
@sauravmed
@rabihmgeha
@dxrxedu
@worldstrokeorg

Top Mentioned in G6:
@zebraorphans
@wandering_er
@boldcityem
@drmacweningermd
@esmer_zenci_
@pedseducation

Top Mentioned in G7:
@cardiopublisher
@cardiologycity
@adnanalkhouli
@michaelmegalymd
@tonyhvo
@thepurplelilac
@rajahatem
@anastasiasmihai
@jaccjournals
@drdarshandoshi

Top Mentioned in G8:
@manualomedicine
@srrezaie
@eminmiami
@ucsdim
@grepmeded
@siminpath
@cgstrother
@haruokuda
@camlstampa
@j_kutzin

Top Mentioned in G9:
@nephrop
@davidhaomd
@chuletadeosler
@rjonessonoem
@daniel_opazo
@acep_eus
@n
@metrohealth_em
@impocusfocus
@gtecosemi

Top Mentioned in G10:
@aamctoday
@harvardmacy
@thenrmp
@thartman2u
@unmc_iae
@mededportal
@medallapp
@apgonews
@amycedmondson
@elamprogram

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@femtech_
@evankirstel
@lizditz
@scott1984fp
@bob_stinson1234
@glasgow_watch
@ketaminh
@viralvideovlogs
@gurujeegayabh

Top Tweeters in G1:
@scott1984fp
@researchmrx
@pkanagaratnam
@slackhq
@academicchatter
@mdaware
@tomvarghesejr
@robinmacnab
@thatvdovault
@sminaev2015

Top Tweeters in G2:
@glasgow_watch
@gangstamovement
@wef
@misterchambo
@mededbot
@tv_hiec_chair
@heartotxheartmd
@blastnost
@ssandeeip
@imundirl

Top Tweeters in G3:
@lscain3834
@markj_ohnson
@dralqueflie
@wudang96
@schsorg
@lseg1971
@sonialf
@aacommunities
@hollyby
@edwardsalsberg

Top Tweeters in G4:
@brendaschory
@healthpolicygrp
@lesstraveledby2
@drcswilliam
@medpedshosp
@iamritu
@kreepklebsiella
@baebielle
@chasetmanderson
@harvard

Top Tweeters in G5:
@cruzcorba
@peliteiro
@miguelmd06
@richdavisphd
@nejm
@anacfelix
@ligero999
@uomopena
@egaluemozo
@10minus6cosm

Top Tweeters in G6:
@napernurse
@medical_niyi
@zebraorphans
@uniworldnews
@wurway
@esmer_zenci_
@mwfm1877
@laurahopegill
@zakiadimassimd
@kmfdallas

Top Tweeters in G7:
@wordfinga
@vicentelozadab
@betterjobsearch
@aisha12895124
@anastasiasmihai
@mollydot
@drmarthagulati
@zecohealth
@minhaskh
@epeeps_bot

Top Tweeters in G8:
@ggintoki
@exifam
@who_else19
@denicekiddd
@si
@myfanwycook
@mountsinainyc
@irfan_ippank09
@umanamd
@luis_carriel

Top Tweeters in G9:
@izzanajiha
@raulcalvorico
@azmanrocks
@lordmelanion
@nephroguy
@chuletadeosler
@blancaesthergil
@jminardi21
@abelgavino
@heydrnik

Top Tweeters in G10:
@lizditz
@npr
@polygirl32
@thartman2u
@choo_ek
@amanet
@shrm
@texmed
@tnicholsmd
@nacchoalerts


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