meded, Twitter, 12/20/2021 7:15:33 AM, 268617


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meded_2021-12-19_22-20-48.xlsx
meded_2021-12-19_22-20-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2021
Short Description:
meded via NodeXL https://bit.ly/3GPjgZY
@medstudent_bot
@hacum1959
@telehealthbot
@youtube
@nephrop
@drkeithsiau
@manualomedicine
@mithurheum
@absteward
@frronconi

Top hashtags:
#meded
#medtwitter
#mednews
#foamed
#pocus
#medical
#healthtech
#medtech
#education

Description:
Description
The graph represents a network of 5,458 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, 20 December 2021 at 06:48 UTC.

The requested start date was Monday, 20 December 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 2-day, 18-hour, 14-minute period from Tuesday, 14 December 2021 at 16:53 UTC to Friday, 17 December 2021 at 11:08 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 : 5458
Unique Edges : 4398
Edges With Duplicates : 13803
Total Edges : 18201
Number of Edge Types : 5
Retweet : 4649
MentionsInRetweet : 7010
Mentions : 3907
Tweet : 1548
Replies to : 1087
Self-Loops : 1620
Reciprocated Vertex Pair Ratio : 0.0397153945666235
Reciprocated Edge Ratio : 0.0763966654224213
Connected Components : 334
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 4426
Maximum Edges in a Connected Component : 14317
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.016402
Graph Density : 0.000269840096324554
Modularity : 0.404914
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,458 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, 20 December 2021 at 06:48 UTC.

The requested start date was Monday, 20 December 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 2-day, 18-hour, 14-minute period from Tuesday, 14 December 2021 at 16:53 UTC to Friday, 17 December 2021 at 11:08 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:
[231] https://medpub.io/
[68] https://www.sciencedirect.com/science/article/abs/pii/S0263931913001282
[60] https://www.sciencedirect.com/science/article/pii/S1936878X18307605
[16] http://HealthAvenues.com
[16] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs12630-018-1062-x
[15] https://medicalxpress.com/news/2021-12-analysis-decade-media-coverage-obesity.html
[11] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[9] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[9] https://biozhena.files.wordpress.com/2021/05/biozhena-technology-overview-for-medical-investors-e.pdf
[9] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx

Top URLs in Tweet in G1:
[1] https://twitter.com/enginozkoc/status/1471363624178532355

Top URLs in Tweet in G2:
[222] https://medpub.io/
[6] https://medicalxpress.com/news/2021-12-analysis-decade-media-coverage-obesity.html
[4] https://twitter.com/uOttawaPHPM/status/1470412837503868930
[3] https://ir.shareaholic.com/e?u=https://www.facultyfocus.com/articles/effective-classroom-management/three-questions-to-help-facilitate-effective-classroom-discussions/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[3] https://www.news-medical.net/news/20211213/Researchers-develop-a-universal-SARS-CoV-2-neutralizing-antibody.aspx
[3] https://www.news-medical.net/news/20211212/Vaccinated-previously-infected-people-could-have-some-stronger-than-basic-defense-against-Omicron-variant.aspx
[3] https://www.news-medical.net/news/20211212/Infant-immune-system-beats-the-adult-immune-system-at-fighting-off-new-pathogens.aspx
[3] https://www.news-medical.net/news/20211212/Novel-immunotherapy-shows-promise-for-children-young-adults-with-recurrent-AML.aspx
[3] https://www.news-medical.net/news/20211213/MV130-immunotherapy-boosts-natural-and-vaccine-induced-SARS-CoV-2-immunity-in-mice.aspx
[3] https://www.news-medical.net/news/20211209/UVA-researchers-uncover-common-link-between-lupus-and-macular-degeneration.aspx

Top URLs in Tweet in G3:
[16] http://HealthAvenues.com
[9] https://medicalxpress.com/news/2021-12-analysis-decade-media-coverage-obesity.html
[8] https://www.amiearchibaldvarley.com/
[8] https://healthavenues.info/?sn=1617#.YZhATY-Z4BE.twitter
[8] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r
[4] https://healthavenues.info/?sn=780#.YbmQWFRyZWU.twitter
[4] https://www.miamiherald.com/news/recalls/article256552291.html
[3] https://www.tiktok.com/@rubin_allergy/live?_r=1&source=h5_t&sec_user_id=MS4wLjABAAAAW3LPMrLeVzKQMkRBRjAzQGpDT_BmKw6pYAH_1mzxgmRIUjwZXz2mbKF5kXWB43qh&utm_source=twitter&checksum=16bcb535319a1dac345587c503807070e7d2302b48b59e78077787a679b3ff48&utm_campaign=client_share&utm_medium=ios&tt_from=twitter&user_id=6948528756441187330&share_link_id=FEC08031-DA7D-48EF-9E6D-4BEDEBCF139F&share_app_id=1233
[3] https://www.jacquelensphd.com/posts/perspectives-on-the-p-value
[2] https://twitter.com/AMarshallMD/status/1470816896417107969

Top URLs in Tweet in G4:
[9] https://manualofmedicine.com/topics/pharmacology/diuretics-an-overview/
[4] https://www.runthelistpodcast.com/misc/#geriatrics
[1] https://podcasts.apple.com/us/podcast/run-the-list/id1473382916
[1] https://manualofmedicine.com/topics/pulmonology/cough-and-hemoptysis-differential-diagnosis-examination-and-investigations/
[1] https://manualofmedicine.com/spot-diagnosis/chest-x-ray-in-patient-1-week-after-the-onset-of-chest-pain/
[1] https://www.sciencedirect.com/science/article/pii/S1936878X18307605
[1] https://www.gold-foundation.org/newsroom/blog/2021-summer-reading-list/
[1] https://australianmedicalsheepskins.com/products/short-split-boots-medical-pr
[1] https://podcasts.apple.com/us/podcast/the-curbsiders-teach/id1592945955
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs12630-018-1062-x

Top URLs in Tweet in G5:
[56] https://www.sciencedirect.com/science/article/pii/S1936878X18307605
[15] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs12630-018-1062-x
[1] https://www.sciencedirect.com/science/article/abs/pii/S1548559521000525?dgcid=author
[1] https://twitter.com/JOYofPOCUS/status/1470802901207764994
[1] https://www.sciencedirect.com/science/article/abs/pii/S0263931913001282

Top URLs in Tweet in G6:
[61] https://www.sciencedirect.com/science/article/abs/pii/S0263931913001282
[2] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC6913203/
[2] https://gastro.org/fellows-and-early-career/training-resources/fellows-resources/10-tips-for-new-gi-fellows/
[2] https://www.sts.org/meetings/calendar-of-events/rapid-fire-patient-safety-rounds-new-paradigm-safety-discourse?_cldee=c21vZmZhdHRicnVjZUByb3lhbGNvbGxlZ2UuY2E%3d&recipientid=contact-fad11bc6d9d7421e9621acb3c19adf53-2fdf3db3df354117a427a0eff7cb3451&esid=bb23e936-543f-4301-8c95-77a9ad5563de
[2] https://www.royalcollege.ca/rcsite/documents/continuing-professional-development/qi-reflective-reporting-tool-form-e.pdf?utm_source=social&utm_campaign=acpd
[2] http://www.kaltura.com/api_v3/index.php?service=shortLink_shortLink&action=goto&id=0dd5d
[2] https://www.royalcollege.ca/rcsite/cpd/essential-guidance-for-quality-improvement-e?utm_source=social&utm_campaign=acpd
[2] http://www.kaltura.com/api_v3/index.php?service=shortLink_shortLink&action=goto&id=0dsnz
[2] https://www.aast.org/tools-for-acute-care-surgery-tacs
[1] https://twitter.com/msharifpourmd/status/1471674785176244226

Top URLs in Tweet in G7:
[2] https://www.sciencedirect.com/science/article/abs/pii/S0263931913001282
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.clinicalmicrobiologyandinfection.com%2Farticle%2FS1198-743X%2821%2900679-0%2Ffulltext&rc=0
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2787098
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900557-0%2Ffulltext&rc=0
[1] https://www.idsociety.org/practice-guideline/amr-guidance-2.0
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40121-021-00563-y
[1] https://www.idsociety.org/MedEdCOP
[1] https://www.tandfonline.com/doi/full/10.3109/0142159X.2014.959908?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/abs/10.1111/tct.12345?cookieSet=1
[1] https://twitter.com/id_cure/status/1470799392852619265

Top URLs in Tweet in G8:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268396
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268397
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268398
[1] https://byq6z.app.goo.gl/jKY8x
[1] https://byq6z.app.goo.gl/SuJ5x
[1] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r

Top URLs in Tweet in G9:
[4] https://wikism.org/Lisfranc_Injury
[2] http://www.pediatrikradyoloji.com
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DpQUqhUBIgmc&q=EgS4SO-bGMzHgI4GIhBhIpdHJ45YXSy2uhgG4MV2MgFy
[2] https://mcwisc.co1.qualtrics.com/jfe/form/SV_bHfUM0lFAz7626W
[1] https://www.instagram.com/accounts/login/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DpQUqhUBIgmc&q=EgS4SO-bGNrHgI4GIhDbdwX9a6px5HdGiP6vENavMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DpQUqhUBIgmc&q=EgS4SO-bGLLIgI4GIhANzmUQiMgVfDFbwn6xWoykMgFy
[1] https://www.learningheadandneck.com/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DpQUqhUBIgmc&q=EgS4SO-bGPrFgI4GIhBZs4CAIorbvnXSC5ocCfdoMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DpQUqhUBIgmc&q=EgS4SO-bGJnHgI4GIhCxGUSnh6RzWpBciSB79n0gMgFy

Top URLs in Tweet in G10:
[2] https://www.researchgate.net/publication/357084073_Addressing_the_vulnerabilities_of_assessments_in_post-_pandemic_medical_education
[2] https://www.medmastery.com/magazine/how-amiodarone-affects-thyroid-function?utm_sq=fv5tpxz5zr&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos
[2] https://www.medmastery.com/magazine/how-reduce-stress-and-fear-and-during-your-next-presentation?utm_sq=fv5txmdm0i&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos
[2] https://www.medmastery.com/magazine/how-tell-if-stress-ecg-positive-or-not?utm_sq=fv5tgvpvb8&utm_source=twitter&utm_medium=social&utm_campaign=medmastery&utm_content=twitter_videos
[2] https://www.touchime.org/news/touchime-outcomes-achieve-best-in-class-recognition/
[1] https://www.rosalindfranklin.edu/academics/college-of-pharmacy/helixtalk/helixtalk-episode-123-dr-rosalind-franklin-beyond-photo-51/
[1] http://ow.ly/XxwL50FPsXb
[1] https://www.healthcareitnews.com/news/top-10-questions-physicians-ask-about-telehealth
[1] https://twitter.com/hengartnermp/status/1470405014107656192
[1] https://twitter.com/painmednews/status/1470433343279968256

Top Domains
Top Domains in Tweet in Entire Graph:
[713] medpub.io
[274] twitter.com
[186] medicalxpress.com
[136] sciencedirect.com
[72] healio.com
[60] wordpress.com
[59] news-medical.net
[55] youtube.com
[48] google.com
[46] zoom.us

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[642] medpub.io
[140] medicalxpress.com
[71] healio.com
[61] twitter.com
[48] news-medical.net
[33] onclive.com
[25] statnews.com
[15] medcitynews.com
[15] docwirenews.com
[13] neurologylive.com

Top Domains in Tweet in G3:
[62] medpub.io
[48] twitter.com
[45] medicalxpress.com
[34] zoom.us
[32] youtube.com
[25] usmlematerials.net
[16] healthavenues.com
[16] careerarc.com
[14] mindthebleep.com
[12] healthavenues.info

Top Domains in Tweet in G4:
[11] manualofmedicine.com
[4] runthelistpodcast.com
[2] apple.com
[2] sciencedirect.com
[1] gold-foundation.org
[1] australianmedicalsheepskins.com
[1] springer.com

Top Domains in Tweet in G5:
[59] sciencedirect.com
[16] springer.com
[2] twitter.com
[1] wiley.com
[1] springeropen.com
[1] nephropocus.com

Top Domains in Tweet in G6:
[62] sciencedirect.com
[12] twitter.com
[10] royalcollege.ca
[4] kaltura.com
[3] zoom.us
[3] aast.org
[2] nih.gov
[2] gastro.org
[2] org.uk
[2] nosm.ca

Top Domains in Tweet in G7:
[6] twitter.com
[3] sciencedirect.com
[2] elsevierhealth.com
[2] jamanetwork.com
[2] oup.com
[2] nejm.org
[2] idsociety.org
[1] medrxiv.org
[1] statnews.com
[1] principletrial.org

Top Domains in Tweet in G8:
[8] nodexlgraphgallery.org
[2] goo.gl
[1] google.com

Top Domains in Tweet in G9:
[12] google.com
[4] wikism.org
[3] twitter.com
[2] pediatrikradyoloji.com
[2] qualtrics.com
[1] sciencedirect.com
[1] instagram.com
[1] learningheadandneck.com
[1] runthelistpodcast.com

Top Domains in Tweet in G10:
[34] twitter.com
[8] medmastery.com
[3] sma.org
[2] acrm.org
[2] postbaccprogramguide.com
[2] cmpa-acpm.ca
[2] researchgate.net
[2] touchime.org
[1] rosalindfranklin.edu
[1] ow.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3428] meded
[1367] medtwitter
[486] mednews
[376] foamed
[351] pocus
[306] medical
[260] healthtech
[241] medtech
[216] education
[212] learning



Top Hashtags in Tweet in G1:
[1] seninleyizerdoğan

Top Hashtags in Tweet in G2:
[858] meded
[571] medtwitter
[462] mednews
[198] medicalnews
[104] epidemiology
[80] oncology
[38] cardiotwitter
[36] mededchat
[35] neurology
[35] peds

Top Hashtags in Tweet in G3:
[630] meded
[248] medtwitter
[73] health
[72] foamed
[71] healthcare
[66] medical
[56] paramedic
[52] medicaleducation
[46] nhs
[45] british

Top Hashtags in Tweet in G4:
[148] myositis
[99] meded
[78] medtwitter
[70] foamed
[58] medicine
[55] usmle
[5] pocus
[5] emoryncctweetorials
[3] tweetorial
[3] criticalcare

Top Hashtags in Tweet in G5:
[304] meded
[292] pocus
[192] impocus
[125] echofirst
[94] foamed
[76] nephrology
[49] medtwitter
[41] criticalcare
[28] ultrasound
[4] myositis

Top Hashtags in Tweet in G6:
[174] meded
[112] gitwitter
[37] medtwitter
[16] livertwitter
[14] cirrhosis
[10] nosm
[9] orthotwitter
[9] surgtwitter
[7] ibd
[6] qi

Top Hashtags in Tweet in G7:
[79] meded
[62] idtwitter
[51] idboardreview
[47] twitterx
[38] idboardreveiw
[13] idmeded
[5] medtwitter
[3] foamed
[3] medicine
[2] covid19

Top Hashtags in Tweet in G8:
[211] meded
[203] edtech
[202] medical
[201] 3d
[201] ar
[201] learning
[201] medtech
[201] education
[201] healthtech
[201] augmentedreality

Top Hashtags in Tweet in G9:
[50] meded
[45] foamrad
[34] foamed
[34] radiology
[21] radres
[20] surgery
[20] medtwitter
[19] pedineurorad
[17] hpb
[13] neurorad

Top Hashtags in Tweet in G10:
[124] meded
[39] medtwitter
[12] foamed
[8] cme
[7] medstudenttwitter
[6] covid19
[6] medical
[5] physiatry
[5] medicaleducation
[4] usmle

Top Words
Top Words in Tweet in Entire Graph:
[3428] #meded
[1450] more
[1408] medical
[1367] #medtwitter
[880] eyle
[857] meded
[688] news
[588] kahhar
[569] huuu
[486] #mednews

Top Words in Tweet in G1:
[878] eyle
[713] meded
[588] kahhar
[569] huuu
[406] yaşatma
[355] illa
[329] hey
[329] hak
[294] belalarini
[292] iç

Top Words in Tweet in G2:
[1033] more
[1024] medical
[858] #meded
[579] news
[571] #medtwitter
[462] #mednews
[390] date
[348] headlines
[332] visit
[203] medpubapp

Top Words in Tweet in G3:
[630] #meded
[248] #medtwitter
[212] medical
[190] more
[83] news
[73] #health
[72] #foamed
[71] #healthcare
[66] #medical
[64] health

Top Words in Tweet in G4:
[156] clinical
[150] treatment
[148] myositis
[148] specific
[148] antibodies
[148] msas
[148] features
[148] #myositis
[148] iim
[148] proximal

Top Words in Tweet in G5:
[304] #meded
[292] #pocus
[237] nephrop
[192] #impocus
[125] #echofirst
[107] cardiac
[105] arrest
[105] zones
[105] sono
[105] auscultation

Top Words in Tweet in G6:
[174] #meded
[112] #gitwitter
[94] drkeithsiau
[63] high
[62] approach
[62] output
[62] stoma
[37] #medtwitter
[26] ppi
[22] surgical

Top Words in Tweet in G7:
[206] absteward
[125] treatment
[95] infections
[88] published
[87] cmijournal
[87] jesusrbano
[87] evetacconelli
[87] escmid
[87] guidelines
[87] caused

Top Words in Tweet in G8:
[211] #meded
[203] #edtech
[202] #medical
[202] frronconi
[201] #3d
[201] #ar
[201] future
[201] #learning
[201] #medtech
[201] #education

Top Words in Tweet in G9:
[50] #meded
[45] #foamrad
[39] lapsiasnehal
[34] #foamed
[34] #radiology
[21] imaging
[21] #radres
[20] #surgery
[20] #medtwitter
[19] #pedineurorad

Top Words in Tweet in G10:
[124] #meded
[39] #medtwitter
[21] meded
[15] more
[14] medical
[13] course
[12] #foamed
[10] dr
[10] medicine
[10] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[830] #medtwitter,#meded
[675] more,medical
[669] medical,news
[486] #meded,#mednews
[418] more,date
[409] date,medical
[406] eyle,yaşatma
[384] medical,headlines
[360] headlines,visit
[355] illa,huuu

Top Word Pairs in Tweet in G1:
[406] eyle,yaşatma
[355] illa,huuu
[329] hey,hak
[294] kahhar,kahhar
[294] kahhar,eyle
[292] iç,diş
[292] insi,cinsi
[292] belalarini,eyle
[222] huuu,yarabbi
[220] yarabbi,receb

Top Word Pairs in Tweet in G2:
[573] more,medical
[568] medical,news
[490] #medtwitter,#meded
[462] #meded,#mednews
[377] more,date
[369] date,medical
[348] medical,headlines
[324] headlines,visit
[196] visit,#medicalnews
[188] #medicalnews,#medtwitter

Top Word Pairs in Tweet in G3:
[99] #meded,#medtwitter
[81] more,medical
[80] #medtwitter,#meded
[80] medical,news
[45] analysis,decade
[45] decade,#british
[45] #british,press
[45] press,#weight
[45] #weight,#obesity
[45] #obesity,#health

Top Word Pairs in Tweet in G4:
[148] myositis,specific
[148] specific,antibodies
[148] antibodies,msas
[148] msas,clinical
[148] clinical,features
[148] features,treatment
[148] treatment,#myositis
[148] #myositis,iim
[148] iim,proximal
[148] proximal,muscle

Top Word Pairs in Tweet in G5:
[133] nephrop,#pocus
[109] #meded,#impocus
[105] #pocus,cardiac
[105] cardiac,arrest
[105] arrest,zones
[105] zones,sono
[105] sono,auscultation
[105] auscultation,potential
[105] potential,cardiovascular
[105] cardiovascular,findings

Top Word Pairs in Tweet in G6:
[74] #gitwitter,#meded
[62] approach,high
[62] high,output
[62] output,stoma
[62] stoma,#gitwitter
[61] drkeithsiau,approach
[18] reminder,ppis
[18] ppis,same
[18] same,ppi
[18] ppi,conversion

Top Word Pairs in Tweet in G7:
[87] published,cmijournal
[87] cmijournal,jesusrbano
[87] jesusrbano,evetacconelli
[87] evetacconelli,escmid
[87] escmid,guidelines
[87] guidelines,treatment
[87] treatment,infections
[87] infections,caused
[86] absteward,published
[44] iuidfellowship,#idboardreview

Top Word Pairs in Tweet in G8:
[201] #3d,#ar
[201] #ar,future
[201] future,#medical
[201] #medical,#learning
[201] #learning,#medtech
[201] #medtech,#edtech
[201] #edtech,#education
[201] #education,#meded
[201] #meded,#healthtech
[201] #healthtech,#augmentedreality

Top Word Pairs in Tweet in G9:
[21] #foamrad,#foamed
[18] #foamed,#radiology
[17] sometimes,imaging
[17] imaging,beautiful
[17] beautiful,serous
[17] serous,cystadenoma
[17] cystadenoma,pancreas
[17] pancreas,#foamrad
[17] #radiology,#hpb
[17] #hpb,#surgery

Top Word Pairs in Tweet in G10:
[17] #medtwitter,#meded
[12] #meded,#medtwitter
[8] #foamed,#meded
[6] watch,rest
[6] rest,#foamed
[5] learn,more
[4] #meded,#medical
[4] premed,student
[4] student,seeking
[4] seeking,reliable

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@havva_gul_hmsre
@gullerrrrr55
@bayro4613
@tinuvieleonidas
@davulcalanmaymn
@huzur87_
@cennetagaciyim
@zyynepppp
@miraculumsolis

Top Replied-To in G1:
@ahmettatar1071
@_____emir___06_
@1453mr9
@kalbi__duam__
@fotosentez19
@envercelaleddin
@meryem____2408
@hasanunalll
@svknesibe
@kudretazim

Top Replied-To in G2:
@sarcasticpushpa
@mededchat
@fionnualacrowle
@cnemehmd
@mbernsonleung
@ycalili
@drjohnmcp
@paisleygilmour
@alliance4clined
@mededdoc

Top Replied-To in G3:
@drgeorgewmiller
@pmeded
@mededchat
@rubin_allergy
@dcoscomd
@nicoleb_md
@barnesjewish
@timvdube
@alexandersonmd
@instapathbio

Top Replied-To in G4:
@maxcollmd
@nihardesai7

Top Replied-To in G5:
@acep_eus

Top Replied-To in G6:
@dimeschino
@ortho_pa_
@scarlettmcnally
@asiritrauma1
@orthopodreg
@swexner

Top Replied-To in G8:
@ianljones98
@frronconi

Top Replied-To in G9:
@harpbedi

Top Replied-To in G10:
@managingmyeloma

Top Mentioned
Top Mentioned in Entire Graph:
@nephrop
@medpubapp
@absteward
@frronconi
@joannmore
@meded_i
@mithurheum
@gullerrrrr55
@havva_gul_hmsre
@manualomedicine

Top Mentioned in G1:
@hacum1959
@rterdogan
@ardaturkll
@reisci0001
@mreis1453
@ergulyuksel1985
@turhandavutolu1
@arif90444266
@gyetek
@meraydnl14

Top Mentioned in G2:
@medpubapp
@epidpublisher
@medpubonco
@journalofgme
@harvardmacy
@mededdoc
@medpubcardio
@medpubimmuno
@medpubneurology
@medpubpeds

Top Mentioned in G3:
@medpubapp
@drmiketodorovic
@healthavenues
@abbywuim
@bariquins
@washuimres
@medpubonco
@wudeptmedicine
@epidpublisher
@wustlmed

Top Mentioned in G4:
@mithurheum
@manualomedicine
@inglisjosh
@grepmeded
@thecurbsiders
@nephrop
@medtweetorials
@runthelistpod
@med_________
@twitter

Top Mentioned in G5:
@nephrop
@hocuspo15267756
@danpatino7
@rjonessonoem
@mithurheum
@eusmkh
@mahrukhrizvi_md
@iuidfellowship
@inglisjosh
@cameron_baston

Top Mentioned in G6:
@drkeithsiau
@royal_college
@liverfellow
@alexsv
@osaidessermd
@apdsurgery
@gi_pearls
@thenosm
@orthopodreg
@pinoygastro

Top Mentioned in G7:
@absteward
@cmijournal
@jesusrbano
@evetacconelli
@escmid
@iuidfellowship
@nejm
@idstewardship
@idsamededcop
@clinicalteacher

Top Mentioned in G8:
@frronconi
@joannmore
@this0499154500
@thartman2u
@docassar
@mededbot
@unmcfacdev
@jeremyhl
@arvrinedu
@superteamup

Top Mentioned in G9:
@lapsiasnehal
@temafudge
@awanrad
@the_aspnr
@theasnr
@sophi
@asnrographics
@theasfnr
@aurtweet

Top Mentioned in G10:
@medmastery
@mededuniversity
@bhtyjournal

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@celebrainltd
@evankirstel
@derekjohnbryant
@viralvideovlogs
@animatorspal
@morolswediu
@discovertech3
@scott1984fp
@john_siracusa

Top Tweeters in G1:
@ginestarros
@feyza49329963
@1enm_
@ruh_hastasi42
@aynurerta
@aydnmermerci
@arslanbey_46
@turanozcan11
@ulugulay28
@vtmh_vtmh2

Top Tweeters in G2:
@evankirstel
@drferdowsi
@msmariablack
@drpetra
@rudebot666
@rwaccommodation
@telehealthbot
@ldonahuehjelle
@thartman2u
@westr

Top Tweeters in G3:
@sectest9
@viralvideovlogs
@animatorspal
@morolswediu
@jfsebastian146
@coderretweet
@aprogrammerbot
@wsj
@mentalhealthbo5
@tomvarghesejr

Top Tweeters in G4:
@laporres
@samadovaabditch
@echoraljpangio
@sjogrensforum
@minhaskh
@drmiguelmarcos
@williamzepol
@artemisavarela
@drginkgobiloba
@dens_r_d

Top Tweeters in G5:
@iceman_ex
@beezybxo
@who_else19
@medpedshosp
@jotacse_
@dytiaaurinh
@sergiovarmo
@dahri85waqar
@drarzola
@mhaziqhashim

Top Tweeters in G6:
@scott1984fp
@juliomayol
@celestinogutirr
@nadahassib1
@muhdmukhlis_
@swexner
@drjhk
@orthopodreg
@neilflochmd
@markquarter

Top Tweeters in G7:
@drjudystone
@msep0003
@tomoki2474_h
@irenemate
@gambia_bot
@skatiq3
@mvmd0908
@infectiousdz
@jjcrazydiamond
@askdrshashank

Top Tweeters in G8:
@celebrainltd
@tess_blue815
@tatzanx
@nicochan33
@akwyz
@shi4tech
@mark45dominic
@openmarketingtv
@ericserati68
@fuzzysemi

Top Tweeters in G9:
@aynrandtaughtme
@c_squared13
@onlyibraa
@dr_nazrina
@mandaaa14_
@silence8057
@brittgratreak
@meldmann
@andrsofroniou
@tlhm_md

Top Tweeters in G10:
@napernurse
@maritahennessy
@hamus_i
@briansmcgowan
@kathwoolf
@drmaypole
@yzzikh
@hbelfry
@managingmyeloma
@acrmcareerdev


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