meded, Twitter, 12/27/2021 7:02:48 AM, 269090


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meded_2021-12-26_22-20-48.xlsx
meded_2021-12-26_22-20-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 27, 2021
Short Description:
meded via NodeXL https://bit.ly/3sBBaeI
@medstudent_bot
@telehealthbot
@hacum1959
@drkeithsiau
@ayeelik40345957
@theneuroradguy
@a
@nephrop
@bilensoy_habil
@manualomedicine

Top hashtags:
#meded
#medtwitter
#foamed
#mednews
#radres
#foamrad
#pocus
#neurorad

Description:
Description
The graph represents a network of 5,417 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, 27 December 2021 at 06:45 UTC.

The requested start date was Monday, 27 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 4-day, 10-hour, 18-minute period from Wednesday, 22 December 2021 at 00:50 UTC to Sunday, 26 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 : 5417
Unique Edges : 3814
Edges With Duplicates : 14166
Total Edges : 17980
Number of Edge Types : 5
Retweet : 5106
MentionsInRetweet : 7329
Tweet : 1521
Mentions : 3325
Replies to : 699
Self-Loops : 1597
Reciprocated Vertex Pair Ratio : 0.0343828217626136
Reciprocated Edge Ratio : 0.0664798777381559
Connected Components : 279
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 4646
Maximum Edges in a Connected Component : 15758
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.009584
Graph Density : 0.000267634933407575
Modularity : 0.398079
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,417 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, 27 December 2021 at 06:45 UTC.

The requested start date was Monday, 27 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 4-day, 10-hour, 18-minute period from Wednesday, 22 December 2021 at 00:50 UTC to Sunday, 26 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:
[712] https://medpub.io/
[68] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41572-018-0038-z
[68] https://manualofmedicine.com/topics/neurology/headache-and-facial-pain-differential-diagnosis-examination-and-investigations/
[53] https://www.escardio.org/The-ESC/Press-Office/Press-releases/Europe-set-to-miss-global-heart-health-targets-as-obesity-skyrockets
[42] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40620-020-00842-w
[31] https://ojrd.biomedcentral.com/articles/10.1186/1750-1172-1-15
[26] https://creativemeddoses.com/topics-list/diffuse-esophageal-spasm-des/
[22] https://healthavenues.info/?sn=6521#.YZOZUOMGEkw.twitter
[22] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[21] https://healthavenues.info/?sn=6520#.YZLBhUGBK1E.twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/RTErdogan/status/1474443275897651201

Top URLs in Tweet in G2:
[55] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41572-018-0038-z
[23] https://creativemeddoses.com/topics-list/diffuse-esophageal-spasm-des/
[8] https://www.sciencedirect.com/science/article/abs/pii/S0263931913001282
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03847-4
[4] https://onlinelibrary.wiley.com/doi/10.1111/apt.16550?cookieSet=1
[3] https://manualofmedicine.com/topics/neurology/headache-and-facial-pain-differential-diagnosis-examination-and-investigations/
[2] https://www.bmj.com/content/375/bmj-2021-065046
[1] http://education.rsna.org/diweb/catalog/item/eid/1142219873
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3949259/
[1] https://ojrd.biomedcentral.com/articles/10.1186/1750-1172-1-15

Top URLs in Tweet in G3:
[624] https://medpub.io/
[47] https://www.escardio.org/The-ESC/Press-Office/Press-releases/Europe-set-to-miss-global-heart-health-targets-as-obesity-skyrockets
[10] https://www.newsy.com/stories/study-details-the-impact-covid-19-has-on-obesity/
[8] https://aipocrates.org/
[7] https://www.medtechdive.com/news/hospitals-elective-surgeries-covid-19-omicron-delta-surge/616397/
[6] https://www.medtechdive.com/news/quidel-ortho-clinical-diagnostics-deal-stock-tanks/616529/
[5] https://www.oncotarget.com/lookup/doi/10.18632/oncotarget.28148
[5] http://eepurl.com/bO6TBH
[5] https://www.news-medical.net/news/20211224/Are-our-bowel-habits-written-in-our-DNA.aspx
[5] https://www.news-medical.net/news/20211224/Children-with-pre-existing-immunity-to-common-cold-demonstrate-better-protection-against-COVID-19.aspx

Top URLs in Tweet in G4:
[4] http://www.pediatrikradyoloji.com
[2] https://mcwisc.co1.qualtrics.com/jfe/form/SV_5ArkW0IuFHa6fau
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8qZuBL2F-w4&q=EgS4SO-bGP63pY4GIhABctArtzcYopxixAdWtzVpMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8qZuBL2F-w4&q=EgS4SO-bGLW4pY4GIhBb_UIRiXnPtRBS7WguuC67MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoORwdxTCL0I&q=EgS4SO-bGIy_pY4GIhAxmc8hBqhv_V9qClaLFD4WMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8qZuBL2F-w4&q=EgS4SO-bGJe4pY4GIhD6eiAHIjNNmpAT7O1DKlvfMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoORwdxTCL0I&q=EgS4SO-bGIW-pY4GIhCpS6SkUjoAjlIT3Alc6MSaMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8qZuBL2F-w4&q=EgS4SO-bGLG4pY4GIhBvrfLBqNp_shdUBKzdDNE3MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoORwdxTCL0I&q=EgS4SO-bGLm6pY4GIhAbNV8B97BJiXQcubdstpYAMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoORwdxTCL0I&q=EgS4SO-bGIW_pY4GIhDFLyJEL_Ent35WeY2rP8MHMgFy

Top URLs in Tweet in G5:
[47] https://medpub.io/
[9] https://www.ses2022.com/
[8] http://tinyurl.com/funorthost3
[6] https://www.escardio.org/The-ESC/Press-Office/Press-releases/Europe-set-to-miss-global-heart-health-targets-as-obesity-skyrockets
[4] https://twitter.com/drparisbutler/status/1474045482863239172
[4] https://www.youtube.com/watch?v=mdlUxXykPfM&feature=youtu.be

[3] https://www.youtube.com/shorts/VaxdyBxCnwo?feature=share
[3] https://podcasts.apple.com/us/podcast/docswithdisabilities/id1474844514
[2] https://journals.lww.com/academicmedicine/Abstract/9000/The_Role_of_Technology_in_Health_Professions.96460.aspx?utm_source=twitter&utm_medium=acadmedjournal&utm_content=59267814-e3ac-4453-8b18-88da34072bdb&utm_source=twitter&utm_medium=acadmedjournal&utm_content=97fea8d1-99c1-4d60-b13d-45eb6058f891
[2] https://twitter.com/roaldbahr/status/1473580462731898881

Top URLs in Tweet in G6:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268802
[4] https://twitter.com/anne_croix/status/1473925916468383748
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268801
[4] https://harvardmacy.org/index.php/hmi/the-cognitive-load-of-covid-19
[2] https://twitter.com/litr_ex/status/1473796075127328768
[2] https://www.mdlinx.com/article/the-tweetorial-medical-education-beyond-the-textbook/2g1jL0yXh2Ym0iVkEAncfe
[2] https://journals.lww.com/academicmedicine/abstract/9000/a_mixed_methods_study_of_teaching_health_center.96537.aspx
[2] https://icre.royalcollege.ca/call-for-submissions/
[2] https://harvardmacy.org/index.php/hmi/mededpearls-december-2021
[2] https://linkinghub.elsevier.com/retrieve/pii/S0738399121007813

Top URLs in Tweet in G7:
[41] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40620-020-00842-w
[14] https://pubmed.ncbi.nlm.nih.gov/18794816/
[5] https://interconsulta.online/caso-clinico-62-estenosis-traqueal/
[3] https://pubs.asahq.org/anesthesiology/article-abstract/135/3/508/115738/Point-of-care-Ultrasound-in-Cardiac-Arrest?redirectedFrom=fulltext
[2] 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
[2] https://www.atsjournals.org/doi/10.1164/rccm.201602-0420CP?cookieSet=1
[2] https://twitter.com/ThinkingCC/status/1474438141075501058
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41572-018-0038-z
[1] https://www.ccjm.org/content/early/2020/05/12/ccjm.87a.ccc019
[1] https://twitter.com/HeeshoZ/status/1474177254439755776

Top URLs in Tweet in G8:
[41] https://medpub.io/
[8] https://www.abcmedicalnotes.com/
[7] https://www.dcrmi.com/dcrm-practice-recommendations
[6] https://www.managingmds.com/reference-mds/newsletters-mds/352-treatment-options-for-low-and-high-risk-patients-based-on-the-prognostic-information-obtained
[5] https://www.sacme.org/event-4603877
[3] https://managingcvd.com/index.php?option=com_continued&view=material&Itemid=118&course=3&nocredit=1&token=601c4d1830714d93a9dd9dd1762c3ae7
[3] https://managingaml.com/treatment/107-what-puts-children-at-risk-for-secondary-aml
[2] https://healthavenues.info/?sn=6520#.YZLBhUGBK1E.twitter
[2] https://twitter.com/baylismedical/status/1473648207376826374
[2] https://roellmedia-streams.de/csi-dhf/login?utm_source=social+media&utm_medium=twitter&utm_campaign=dhftwitter&utm_id=CSI+DHF

Top URLs in Tweet in G9:
[63] https://manualofmedicine.com/topics/neurology/headache-and-facial-pain-differential-diagnosis-examination-and-investigations/
[5] https://www.grepmed.com/?q=slit+lamp
[2] https://manualofmedicine.com/spot-diagnosis/67-year-old-woman-with-a-6-month-history-of-dyspnea-and-dysphagia/
[2] https://www.grepmed.com/?q=transaminitis
[1] https://manualofmedicine.com/topics/pulmonology/cough-and-hemoptysis-differential-diagnosis-examination-and-investigations/
[1] https://manualofmedicine.com/ecgs/ecg-case-44/
[1] https://twitter.com/ManualOMedicine/status/1474422908420300803
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40620-020-00842-w
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41572-018-0038-z

Top URLs in Tweet in G10:
[2] https://www.prnewswire.com/news-releases/physicians-weekly-announces-its-inaugural-editorial-board-furthering-its-by-physicians-for-physicians-commitment-for-content-news--marketing-solutions-301447579.html?tc=eml_cleartime
[2] https://www.physiciansweekly.com/about-us/
[1] https://twitter.com/accpchest/status/1473795236661010433
[1] https://twitter.com/ColinWestMDPhD/status/1313879925510877184?s=20
[1] https://twitter.com/usnehal/status/1423959299848646658
[1] https://twitter.com/nthibodeaujarry/status/1423795126556626945
[1] https://twitter.com/usnehal/status/1473738827357474819
[1] https://twitter.com/physicianswkly/status/1471918083728101397
[1] https://twitter.com/docmartin22/status/1474848302847856643
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41572-018-0038-z

Top Domains
Top Domains in Tweet in Entire Graph:
[713] medpub.io
[235] twitter.com
[130] medicalxpress.com
[108] youtube.com
[101] wordpress.com
[72] manualofmedicine.com
[68] nature.com
[63] healthavenues.info
[61] healio.com
[53] escardio.org

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

Top Domains in Tweet in G2:
[55] nature.com
[23] creativemeddoses.com
[8] sciencedirect.com
[6] biomedcentral.com
[4] wiley.com
[3] manualofmedicine.com
[2] bmj.com
[1] rsna.org
[1] nih.gov

Top Domains in Tweet in G3:
[625] medpub.io
[121] medicalxpress.com
[49] healio.com
[47] youtube.com
[47] escardio.org
[44] news-medical.net
[42] usmlematerials.net
[41] twitter.com
[29] onclive.com
[24] pharmacytimes.com

Top Domains in Tweet in G4:
[30] google.com
[4] pediatrikradyoloji.com
[2] qualtrics.com
[1] theassr.org
[1] nature.com

Top Domains in Tweet in G5:
[58] twitter.com
[47] medpub.io
[17] youtube.com
[13] lww.com
[9] ses2022.com
[8] tinyurl.com
[8] usmlematerials.net
[8] doctorsonsocialmedia.com
[8] apple.com
[6] escardio.org

Top Domains in Tweet in G6:
[21] twitter.com
[9] nodexlgraphgallery.org
[8] nih.gov
[7] harvardmacy.org
[4] lww.com
[3] allenpress.com
[3] bit.ly
[3] brighamandwomens.org
[3] simon.ie
[2] mdlinx.com

Top Domains in Tweet in G7:
[43] springer.com
[14] nih.gov
[5] interconsulta.online
[4] twitter.com
[3] asahq.org
[2] atsjournals.org
[2] nature.com
[1] ccjm.org
[1] intensivecarenetwork.com
[1] amjmed.com

Top Domains in Tweet in G8:
[41] medpub.io
[12] healio.com
[11] youtube.com
[10] managingaml.com
[9] medicalxpress.com
[8] abcmedicalnotes.com
[7] twitter.com
[7] dcrmi.com
[6] managingmds.com
[5] verjournal.com

Top Domains in Tweet in G9:
[67] manualofmedicine.com
[7] grepmed.com
[1] twitter.com
[1] springer.com
[1] nature.com

Top Domains in Tweet in G10:
[8] twitter.com
[2] prnewswire.com
[2] physiciansweekly.com
[1] nature.com
[1] creativemeddoses.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3641] meded
[1435] medtwitter
[617] foamed
[451] mednews
[340] radres
[328] foamrad
[304] pocus
[265] neurorad
[204] medicalnews
[183] medicine



Top Hashtags in Tweet in G1:
[1] bizbirizberaberizmiriz

Top Hashtags in Tweet in G2:
[484] meded
[107] gitwitter
[52] livertwitter
[50] nutritionmatters
[49] foamed
[30] foamrad
[15] 4kmeded
[13] radres
[11] neurorad
[11] urorad

Top Hashtags in Tweet in G3:
[1085] meded
[636] medtwitter
[413] mednews
[200] medicalnews
[122] epidemiology
[89] medical
[87] foamed
[82] oncology
[79] usmle
[70] obesity

Top Hashtags in Tweet in G4:
[299] radres
[280] foamrad
[244] neurorad
[220] meded
[161] foamed
[146] raded
[40] neurosurgery
[36] medtwitter
[31] brain
[25] mcwneuroradbtw

Top Hashtags in Tweet in G5:
[303] meded
[129] medtwitter
[31] foamed
[25] orthotwitter
[20] tweetorial
[19] docswithdisabilities
[19] usmle
[16] neurosurgery
[14] neurology
[12] merrychristmas

Top Hashtags in Tweet in G6:
[191] meded
[41] medtwitter
[26] hpe
[21] hmieducators
[15] brighambei
[14] icre2022
[12] academicmedicine
[12] residencyeducation
[10] facultydevelopment
[9] hmileaders

Top Hashtags in Tweet in G7:
[261] pocus
[254] meded
[126] nephrology
[95] impocus
[94] echofirst
[41] cardiorenal
[40] foamed
[26] covid
[24] foamus
[22] foamcc

Top Hashtags in Tweet in G8:
[125] meded
[70] medtwitter
[62] cardiotwitter
[27] mednews
[20] cardiology
[15] echofirst
[14] cardioed
[13] ecg
[11] podridecgs
[11] onctwitter

Top Hashtags in Tweet in G9:
[130] meded
[107] foamed
[102] medtwitter
[100] medicine
[5] usmle
[3] pocus
[2] academicmedicine
[2] livertwitter
[2] gitwitter
[2] echofirst

Top Hashtags in Tweet in G10:
[16] meded
[12] medtwitter
[5] medicine
[5] indeliblemd
[3] cme
[3] psychtwitter
[2] burnout
[2] academictwitter
[2] healthcare
[2] gitwitter

Top Words
Top Words in Tweet in Entire Graph:
[3641] #meded
[1463] medical
[1435] #medtwitter
[1400] more
[660] news
[617] #foamed
[609] huuu
[535] meded
[484] eyle
[464] date

Top Words in Tweet in G1:
[609] huuu
[480] eyle
[427] kahrina
[355] meded
[344] hey
[344] hak
[326] kahhar
[324] illa
[287] yarabbi
[253] görev

Top Words in Tweet in G2:
[484] #meded
[377] drkeithsiau
[244] used
[243] commonly
[243] tumour
[243] markers
[107] #gitwitter
[88] management
[78] paul_wischmeyer
[55] gastroparesis

Top Words in Tweet in G3:
[1085] #meded
[1024] medical
[1011] more
[636] #medtwitter
[529] news
[413] #mednews
[412] date
[368] headlines
[350] visit
[230] medpubapp

Top Words in Tweet in G4:
[333] vs
[313] normal
[299] #radres
[280] #foamrad
[244] #neurorad
[234] theneuroradguy
[222] hydrocephalus
[220] #meded
[161] #foamed
[146] #raded

Top Words in Tweet in G5:
[303] #meded
[156] medical
[153] more
[129] #medtwitter
[64] news
[47] medpubapp
[46] date
[42] headlines
[42] visit
[33] join

Top Words in Tweet in G6:
[191] #meded
[41] #medtwitter
[37] work
[36] anne_croix
[35] needs
[34] experience
[33] harvardmacy
[33] year
[32] timing
[32] personal

Top Words in Tweet in G7:
[261] #pocus
[254] #meded
[191] nephrop
[126] #nephrology
[95] #impocus
[94] #echofirst
[86] thread
[86] rv
[79] co
[71] see

Top Words in Tweet in G8:
[125] #meded
[70] #medtwitter
[64] more
[62] #cardiotwitter
[57] year
[54] medical
[54] news
[49] old
[43] severe
[42] man

Top Words in Tweet in G9:
[172] manualomedicine
[130] #meded
[126] headache
[107] #foamed
[102] #medtwitter
[100] #medicine
[76] myocardial
[76] infarction
[71] complications
[71] pain

Top Words in Tweet in G10:
[42] life
[41] anyone
[41] struggling
[41] depression
[41] please
[41] hold
[41] seem
[41] impossible
[41] right
[41] brighter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[827] #medtwitter,#meded
[640] more,medical
[626] medical,news
[450] #meded,#mednews
[445] more,date
[437] date,medical
[407] medical,headlines
[382] headlines,visit
[349] #meded,#medtwitter
[344] hey,hak

Top Word Pairs in Tweet in G1:
[344] hey,hak
[324] illa,huuu
[283] meded,hey
[283] hak,huuu
[229] huuu,yarabbi
[224] yarabbi,zalimlerin
[224] zalimlerin,üzerine
[224] üzerine,kahhar
[223] kahhar,isminle
[223] isminle,tecelli

Top Word Pairs in Tweet in G2:
[243] commonly,used
[243] used,tumour
[243] tumour,markers
[243] markers,#meded
[242] drkeithsiau,commonly
[86] drkeithsiau,management
[81] #gitwitter,#meded
[55] management,gastroparesis
[55] gastroparesis,#gitwitter
[55] infographic,#meded

Top Word Pairs in Tweet in G3:
[523] more,medical
[512] medical,news
[501] #medtwitter,#meded
[412] #meded,#mednews
[399] more,date
[394] date,medical
[367] medical,headlines
[344] headlines,visit
[198] visit,#medicalnews
[190] #medicalnews,#medtwitter

Top Word Pairs in Tweet in G4:
[122] #meded,#raded
[111] call,normal
[111] normal,vs
[111] vs,volume
[111] volume,loss
[111] loss,vs
[111] vs,normal
[111] normal,pressure
[111] pressure,hydrocephalus
[111] hydrocephalus,vs

Top Word Pairs in Tweet in G5:
[63] more,medical
[61] medical,news
[47] #meded,#medtwitter
[46] more,date
[45] #medtwitter,#meded
[43] date,medical
[40] medical,headlines
[38] headlines,visit
[26] covid,19
[17] #foamed,#meded

Top Word Pairs in Tweet in G6:
[31] timing,very
[31] very,odd
[31] odd,year
[31] year,used
[31] used,personal
[31] personal,'special
[31] 'special,needs
[31] needs,mum'
[31] mum',experience
[31] experience,work

Top Word Pairs in Tweet in G7:
[89] #echofirst,#meded
[57] #meded,#impocus
[53] rv,function
[53] function,flashcards
[53] flashcards,pertinent
[53] pertinent,#pocus
[53] #pocus,tapse
[53] tapse,s'
[53] s',mpi
[53] mpi,#echofirst

Top Word Pairs in Tweet in G8:
[54] more,medical
[53] medical,news
[47] year,old
[42] old,man
[41] 60,year
[41] man,refractory
[41] refractory,angina
[41] angina,positive
[41] positive,stress
[41] stress,test

Top Word Pairs in Tweet in G9:
[100] #meded,#foamed
[76] myocardial,infarction
[74] #medtwitter,#meded
[73] #foamed,#medicine
[71] complications,myocardial
[71] infarction,#medtwitter
[70] manualomedicine,complications
[65] read,more
[63] headache,causes
[63] causes,read

Top Word Pairs in Tweet in G10:
[41] anyone,struggling
[41] struggling,depression
[41] depression,please
[41] please,hold
[41] hold,life
[41] life,seem
[41] seem,impossible
[41] impossible,right
[41] right,brighter
[41] brighter,days

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@sarcasticpushpa
@gullerrrrr55
@huzur87_
@ehlisunnetyolu_
@tinuvieleonidas
@zyynepppp
@rterdogan
@__umami_
@dervis1956_65

Top Replied-To in G1:
@rterdogan
@07msaglam
@savcisayanfan
@dervis1956_65
@muammercbn29
@zafersahin06
@mediamuhtari
@ardaturkll
@ergulyuksel1985
@malikejder_

Top Replied-To in G2:
@drkeithsiau

Top Replied-To in G5:
@pepemac27
@baldgrrl
@gmvasilakis
@safiye_1453_
@vaveyla84306879
@alert_oriented3
@clairekarekezi

Top Replied-To in G6:
@bezzinacara
@whole_patients
@dariushkamali
@marymclean85
@drtimghoward
@cbtrietmeijer1
@meded_journal
@jonnygucks

Top Replied-To in G8:
@maruancarlos
@ppodrid
@twittersafety
@tchanmd
@iaslootweg

Top Replied-To in G10:
@physicianswkly
@usnehal
@comm_in_care
@drdanielgih

Top Mentioned
Top Mentioned in Entire Graph:
@drkeithsiau
@medpubapp
@theneuroradguy
@nephrop
@manualomedicine
@learnneurorad
@epidpublisher
@absteward
@margaretsiegien
@paul_wischmeyer

Top Mentioned in G1:
@hacum1959
@rterdogan
@_60arzu_
@gyetek
@vatan06046993
@ergulyuksel1985
@mreis1453
@yorgun7325
@puslu_2023
@hg69km46

Top Mentioned in G2:
@drkeithsiau
@paul_wischmeyer
@rav7ks
@radiopaedia
@creativemeddose
@lapsiasnehal
@inglisjosh
@drvikasshah
@theneuroradguy
@drjonnys

Top Mentioned in G3:
@medpubapp
@epidpublisher
@medpubonco
@medpubneurology
@bariquins
@youtube
@medpubcardio
@medpubpulmo
@oncotarget
@medpubimmuno

Top Mentioned in G4:
@theneuroradguy
@learnneurorad
@theasnr
@awanrad
@radapplwg2022
@mohitagneurorad
@aminafarooqmd
@fortyfour44
@skeletalrad
@ssrbone

Top Mentioned in G5:
@medpubapp
@inside_thematch
@cpsolvers
@epidpublisher
@curbsidersteach
@acadmedjournal
@medpubonco
@nmatch2022
@aansdiversity
@somedocs

Top Mentioned in G6:
@anne_croix
@harvardmacy
@s_brond
@pch_sf
@gimeded
@journalofgme
@thartman2u
@brighambei
@marioveen
@bezzinacara

Top Mentioned in G7:
@nephrop
@rjonessonoem
@siddharth_dugar
@clevelandclinic
@foxstevenw
@mcw_nephrology
@lukemphillips
@d
@iuidfellowship
@rob_buttner

Top Mentioned in G8:
@calvinphang
@medpubcardio
@meded
@ppodrid
@pocusacademy
@drdoolittles
@radcliffecardio
@wcirdc
@radcliffevascu
@drokane

Top Mentioned in G9:
@manualomedicine
@drkeithsiau
@grepmeded
@mramzydo
@usmle_mnemonics
@nephrop
@sinaibmoreimres
@aliemfac
@dkalnow
@hepatomares

Top Mentioned in G10:
@jenniferleahmd
@tmprowell
@drlindamd
@alexmmtri
@drdonsdizon
@drhowardliu
@usnehal
@physicianswkly
@colinwestmdphd
@dyrbye

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriangoski
@cybersec_feeds
@edinburghwatch
@xaelbot
@codedailybot
@susanneleist
@thedeveloperbot
@viralvideovlogs
@rosenchild
@artificialbra1n

Top Tweeters in G1:
@1001esat2
@anadoluajansi
@06afsar
@aydnmermerci
@turanozcan11
@asuelaasel42
@aysetyk
@hbhhy2023
@sahika_sultan
@dsasn

Top Tweeters in G2:
@divagotm
@emircervera
@lepetittoc
@artemisalulo
@charles_db_r
@libbyextra
@fayoropo
@drjhk
@bastakif
@kamiliaarifah

Top Tweeters in G3:
@edinburghwatch
@artificialbra1n
@_funbot
@ecuabot
@thecuriousluke
@the404code
@mactavish
@mentalhealthbo5
@ucloudify
@academicchatter

Top Tweeters in G4:
@cancercurenow
@deep__wreck
@k___metabo
@lugiaz
@flo_rox
@readingjeannie
@bambi_mkk
@luisleyneuro
@drramirezs1
@iniestael38

Top Tweeters in G5:
@anaisabelstark
@isdilkakyakru
@indieangles
@telehealthbot
@in_stemm
@ircrc
@boon2542
@artnet
@drpiyushkr
@etsshow

Top Tweeters in G6:
@scott1984fp
@allentien
@getiftech
@mdlinx
@melanielybarger
@scalarhumanity
@usnews
@larissafae
@markj_ohnson
@harvardbiz

Top Tweeters in G7:
@drshahrul80
@missykender
@iceman_ex
@iissrr222
@minhaskh
@clevelandclinic
@paramedicfourt1
@tulunsokit
@dahri85waqar
@madchenroentgen

Top Tweeters in G8:
@wordfinga
@houstonchron
@heartotxheartmd
@manutd91
@nigelj08223325
@epeeps_bot
@iamritu
@tchanmd
@botcardiology
@mha

Top Tweeters in G9:
@syarifahfatin_
@jirametping
@anasjumare
@112358103iii
@echoraljpangio
@loolboad
@andabadparranda
@nykkobautista
@nikatsu
@valikadhz

Top Tweeters in G10:
@pash22
@mrnegromilitant
@tomvarghesejr
@celestinogutirr
@whaaf
@shereesemaymba
@c0g1to_erg0_sum
@ryanmarino
@nursekelsey
@midnightdemon__


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