meded, Twitter, 12/19/2022 6:59:03 AM, 286578


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meded_2022-12-18_22-30-00.xlsx
meded_2022-12-18_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2022
Short Description:
meded via NodeXL https://bit.ly/3hzC603
@innov_medicine
@brownhospmed
@thera_bot
@nephrop
@harvardmacy
@thartman2u
@liangrhea
@teachplaygrub
@emedevents
@radrounds

Top hashtags:
#meded
#medtwitter
#foamed
#cardiotwitter
#medpub
#medstudenttwitter
#bjhm
#endotwitter

Description:
Description
The graph represents a network of 5,586 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, 19 December 2022 at 06:42 UTC.

The requested start date was Monday, 19 December 2022 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, 10-hour, 40-minute period from Thursday, 15 December 2022 at 00:30 UTC to Sunday, 18 December 2022 at 11:10 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 : 5586
Unique Edges : 4627
Edges With Duplicates : 14082
Total Edges : 18709
Number of Edge Types : 5
Retweet : 6169
MentionsInRetweet : 9542
Tweet : 1154
Replies to : 321
Mentions : 1523
Self-Loops : 1209
Reciprocated Vertex Pair Ratio : 0.0173207629905722
Reciprocated Edge Ratio : 0.034051724137931
Connected Components : 420
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 4281
Maximum Edges in a Connected Component : 16228
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.332537
Graph Density : 0.000297456776613487
Modularity : 0.3967
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,586 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, 19 December 2022 at 06:42 UTC.

The requested start date was Monday, 19 December 2022 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, 10-hour, 40-minute period from Thursday, 15 December 2022 at 00:30 UTC to Sunday, 18 December 2022 at 11:10 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:
[103] https://pubs.rsna.org/doi/full/10.1148/rg.275065148?cookieSet=1
[92] https://ddxof.com/ultrasound-in-dyspnea/
[77] https://kdigo.org/wp-content/uploads/2018/04/KDIGO-Potassium-Management-corrected-proof.pdf
[49] https://medmovie.com/
[45] https://www.nejm.org:443/doi/full/10.1056/nejmra1606915
[44] https://amboss.com/
[29] https://hdbratlas.org/
[27] https://drawittoknowit.com/course/pathology/glossary/pathophysiologic-disorder/liver-biliary-tumors
[25] https://www.nature.com/articles/s41572-021-00284-z/figures/3
[21] https://cms.aot-start.org/index.php/spine/

Top URLs in Tweet in G1:
[67] https://kdigo.org/wp-content/uploads/2018/04/KDIGO-Potassium-Management-corrected-proof.pdf
[27] https://www.nejm.org:443/doi/full/10.1056/nejmra1606915
[23] https://drawittoknowit.com/course/pathology/glossary/pathophysiologic-disorder/liver-biliary-tumors
[16] https://amboss.com/
[16] https://www.nature.com/articles/s41572-021-00284-z/figures/3
[13] https://medmovie.com/
[12] https://cms.aot-start.org/index.php/spine/
[11] https://drawittoknowit.com/course/gross-anatomy/glossary/gross-anatomic-microscopic-structure/triceps
[11] https://pubs.rsna.org/doi/full/10.1148/rg.275065148?cookieSet=1
[10] https://www.nejm.org:443/doi/full/10.1056/NEJMra2027424

Top URLs in Tweet in G2:
[33] https://medmovie.com/
[24] https://amboss.com/
[21] https://hdbratlas.org/
[15] https://www.nejm.org:443/doi/full/10.1056/nejmra1606915
[10] https://www.nature.com/articles/s41586-021-03620-1
[9] https://www.nature.com/articles/s41572-021-00284-z/figures/3
[7] https://cms.aot-start.org/index.php/spine/
[5] https://kdigo.org/wp-content/uploads/2018/04/KDIGO-Potassium-Management-corrected-proof.pdf
[4] https://www.thelancet.com/article/S0140-6736%2816%2930668-7/fulltext
[4] https://ccforum.biomedcentral.com/articles/10.1186/s13054-016-1193-9

Top URLs in Tweet in G3:
[82] https://pubs.rsna.org/doi/full/10.1148/rg.275065148?cookieSet=1
[79] https://ddxof.com/ultrasound-in-dyspnea/
[11] https://sidp.pinecast.co/episode/cb946765/resistance-in-pseudomonas-aeruginosa-pearls-and-perils
[8] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2100591?articleTools=true&cookieSet=1
[5] https://link.springer.com/10.1007/978-3-030-68538-6_11
[5] https://journals.lww.com/co-criticalcare/Abstract/2019/04000/Sedatives_in_neurocritical_care__an_update_on.3.aspx
[4] https://linkinghub.elsevier.com/retrieve/pii/S2352556822000777
[4] https://osler.app.link/ooh6JDX44kb
[3] https://jamanetwork.com/journals/jama/fullarticle/2799148#.Y5JWOc1VEdk.twitter
[3] https://www.dicardiology.com/content/new-target-fight-against-heart-disease

Top URLs in Tweet in G4:
[3] https://pubs.rsna.org/doi/full/10.1148/rg.275065148?cookieSet=1
[2] https://radrounds.com/radiology-case-images-teaching-file/3d/double-ureter-3d/
[2] https://radrounds.wpengine.com/general-nurse-news/case-of-the-day-brain-mass-on-ct/
[2] https://ddxof.com/ultrasound-in-dyspnea/
[1] https://twitter.com/FranciscoF_Gama/status/1597665871727857664
[1] https://twitter.com/brownhospmed/status/1603010029522939905
[1] https://radrounds.com/radiology-case-images-teaching-file/hardware-complication-dislocated-left-hip-replacement-hardware/
[1] https://radrounds.com/radiology-case-images-teaching-file/crazy-paving-on-chest-ct/
[1] https://radrounds.com/radiology-case-images-teaching-file/fibrous-dysplasia-ct/
[1] https://radrounds.com/radiology-case-images-teaching-file/bilateral-avascular-necrosis-avn-of-the-femoral-heads/

Top URLs in Tweet in G5:
[5] https://www.aamc.org/media/38166/download?attachment
[2] https://harvardmacy.org/courses/ttve
[2] https://harvardmacy.org/blog/december-2022-med-ed-pearls
[2] https://buff.ly/3XJXXSC
[2] https://www.docswithdisabilities.org/podcast
[2] http://allianceforclinicaleducation.org/
[1] https://www.tandfonline.com/doi/full/10.1080/0142159X.2022.2137016
[1] https://www.harvardmacy.org/index.php
[1] https://careers.chaproviders.org/program-director-adult-psychiatry-residency
[1] https://www.jgme.org/doi/pdf/10.4300/JGME-D-20-00265.1

Top URLs in Tweet in G6:
[4] https://api.whatsapp.com/send/?phone=85265187701&text&type=phone_number&app_absent=0
[4] https://www.v-medi.com/?post_type=sfwd-courses&p=8868&preview=true
[2] https://www.wolterskluwer.com/en/news/students-enter-the-metaverse-as-wolters-kluwer-and-biodigital-launch-extended-reality-anatomy?utm_source=twitter&utm_medium=social_owned&utm_campaign=health_hlrp_pr_meded_biodigitalxr
[2] https://www.news-medical.net/news/20221216/Researchers-identify-a-new-target-gene-in-pancreatic-ductal-adenocarcinoma.aspx
[2] https://medicalxpress.com/news/2022-12-quality-efficiency-children-traumatic-injuries.html
[1] https://twitter.com/NuriJacoby/status/1603125844888936448
[1] https://api.whatsapp.com/send/?phone=16467323526&text&type=phone_number&app_absent=0
[1] https://api.whatsapp.com/send/?phone=85265186076&text&type=phone_number&app_absent=0
[1] https://api.whatsapp.com/send/?phone=85253197836&text&type=phone_number&app_absent=0
[1] https://twitter.com/RuhoyMD/status/1602769537610690561

Top URLs in Tweet in G7:
[3] https://www.asme.org.uk/events/asm2023#sponsors-and-exhibitors
[1] https://twitter.com/LiangRhea/status/1604100278470737920?t=GoFrwtcCKZmfBt-VYe_hmQ&s=19
[1] https://twitter.com/liangrhea/status/1604044274731220992
[1] https://www.thetimes.co.uk/article/times-letters-assisted-dying-inquiry-and-end-of-life-care-mvzpsgcpr
[1] https://journals.lww.com/jtrauma/Citation/2022/12000/Not_so_FAST_but_not_so_furious__An_improper_method.26.aspx
[1] https://journals.lww.com/jtrauma/Fulltext/2022/12000/Acute_kidney_injury_development_in_polytrauma_and.22.aspxv
[1] https://journals.lww.com/jtrauma/Abstract/2022/12000/Developing_a_National_Trauma_Research_Action_Plan_.19.aspx
[1] https://journals.lww.com/jtrauma/Abstract/2022/12000/Use_of_whole_blood_deployment_programs_for_mass.24.aspx
[1] https://twitter.com/benjaminlukefox/status/1561704528394715138
[1] https://asme.link/RPA2023

Top URLs in Tweet in G8:
[3] https://hrjournal.net/journal/webinars_detail/113
[2] https://pubs.rsna.org/doi/full/10.1148/rg.275065148?cookieSet=1
[1] https://oaepublishstorage.blob.core.windows.net/c3e5be51-46c8-4524-8e8d-6ddad7935af5/3894.pdf
[1] https://oaepublishstorage.blob.core.windows.net/d749efd4-d676-4f31-8487-5cb51e46bfcd/3744.pdf
[1] https://oaepublishstorage.blob.core.windows.net/84fbb689-2451-4fd4-bd2c-5601296eb587/3498.pdf
[1] https://oaepublishstorage.blob.core.windows.net/6e34de22-15cd-4e34-8cc7-43ecf8991cbe/3697.pdf
[1] https://www.youtube.com/watch?v=7EaO3YfNwkU

[1] https://oaepublishstorage.blob.core.windows.net/a27d9178-2ae2-4ec1-9fc9-f188a3982dd3/3846.pdf
[1] https://sidp.pinecast.co/episode/cb946765/resistance-in-pseudomonas-aeruginosa-pearls-and-perils
[1] https://drawittoknowit.com/course/pathology/glossary/pathophysiologic-disorder/liver-biliary-tumors

Top URLs in Tweet in G9:
[12] https://www.weforum.org/agenda/2022/12/heres-what-you-need-to-know-about-strep-a/?_gl=1*83318*_up*MQ..&gclid=CjwKCAiA7vWcBhBUEiwAXieItvOQYenl_aKyLnc4upz7L2ApOmtqCIJeXFO8cFBu85LAeZHN6_aeOhoC1VoQAvD_BwE
[3] https://emed.news/ai-technology-to-help-reduce-the-risk-of-vision-loss-stroke/
[2] https://emed.news/cellular-glue-to-regenerate-tissues-heal-wounds-regrow-nerves/
[2] https://emed.news/brain-stimulation-found-to-improve-reading-ability-in-macular-degeneration-patients/
[2] https://emed.news/study-reveals-recommended-anticoagulant-therapy-for-covid-patients/
[2] https://hdbratlas.org/
[2] https://www.healio.com/news/hematology-oncology/20221206/ai-tools-for-earlier-pancreatic-cancer-diagnosis-may-yield-increasingly-better-outcomes
[2] https://www.healio.com/news/hematology-oncology/20221215/atezolizumabbevacizumab-confers-much-higher-than-usual-survival-rates-in-nsclc-subset
[1] https://www.nanoappsmedical.com/chronic-pain-could-monoclonal-antibodies-replace-opioids/
[1] https://www.emedevents.com/medical-hybrid-events-2023/geriatric-pharmacology-update-aruba-2023?utm_source=Organic&utm_medium=facebook&utm_campaign=Geriatric_ULS_Sept+27-29

Top Domains
Top Domains in Tweet in Entire Graph:
[119] twitter.com
[108] rsna.org
[92] ddxof.com
[89] medicalxpress.com
[77] kdigo.org
[72] nejm.org
[52] nature.com
[50] drawittoknowit.com
[49] medmovie.com
[44] amboss.com

Top Domains in Tweet in G1:
[67] kdigo.org
[40] nejm.org
[40] drawittoknowit.com
[22] nature.com
[16] amboss.com
[13] medmovie.com
[12] aot-start.org
[11] rsna.org
[10] osmosis.org
[9] ddxof.com

Top Domains in Tweet in G2:
[33] medmovie.com
[24] amboss.com
[21] nature.com
[21] hdbratlas.org
[17] nejm.org
[7] aot-start.org
[5] kdigo.org
[4] thelancet.com
[4] biomedcentral.com
[4] drawittoknowit.com

Top Domains in Tweet in G3:
[82] rsna.org
[79] ddxof.com
[47] medicalxpress.com
[19] healio.com
[13] statnews.com
[12] nejm.org
[12] app.link
[11] pinecast.co
[10] labiotech.eu
[9] medcitynews.com

Top Domains in Tweet in G4:
[8] radrounds.com
[5] twitter.com
[3] doi.org
[3] rsna.org
[2] wpengine.com
[2] ddxof.com
[1] lww.com
[1] amboss.com
[1] medmovie.com
[1] drawittoknowit.com

Top Domains in Tweet in G5:
[11] twitter.com
[10] lww.com
[7] allenpress.com
[5] harvardmacy.org
[5] aamc.org
[3] nih.gov
[2] buff.ly
[2] bit.ly
[2] docswithdisabilities.org
[2] allianceforclinicaleducation.org

Top Domains in Tweet in G6:
[24] twitter.com
[18] news-medical.net
[14] medicalxpress.com
[11] co.uk
[11] mindthebleep.com
[8] healio.com
[8] amazon.com
[7] whatsapp.com
[7] careerarc.com
[6] nih.gov

Top Domains in Tweet in G7:
[5] twitter.com
[4] lww.com
[4] org.uk
[2] co.uk
[1] asme.link
[1] youtube.com
[1] pinecast.co

Top Domains in Tweet in G8:
[5] windows.net
[3] hrjournal.net
[2] rsna.org
[2] nejm.org
[1] youtube.com
[1] pinecast.co
[1] drawittoknowit.com
[1] medmovie.com
[1] aot-start.org
[1] ncats.io

Top Domains in Tweet in G9:
[22] emed.news
[12] weforum.org
[6] healio.com
[5] emedevents.com
[2] nature.com
[2] hdbratlas.org
[1] nanoappsmedical.com
[1] nejm.org
[1] theguardian.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5545] meded
[3479] medtwitter
[1440] foamed
[378] cardiotwitter
[330] medpub
[310] medstudenttwitter
[256] bjhm
[252] endotwitter
[250] neurotwitter
[230] pocus



Top Hashtags in Tweet in G1:
[1949] meded
[1443] medtwitter
[645] foamed
[152] endotwitter
[142] bjhm
[123] cardiotwitter
[96] usmle
[88] health
[84] medicine
[84] medstudenttwitter

Top Hashtags in Tweet in G2:
[1305] meded
[1120] medtwitter
[581] foamed
[153] medstudenttwitter
[147] pharmacology
[124] neurotwitter
[122] innomed
[110] cardiotwitter
[103] bjhm
[90] uslme

Top Hashtags in Tweet in G3:
[658] meded
[334] medtwitter
[226] medpub
[193] pocus
[168] mednews
[136] impocus
[103] nephpearls
[95] cardiotwitter
[82] xray
[77] cardiology

Top Hashtags in Tweet in G4:
[173] meded
[108] medtwitter
[62] medicine
[52] radiology
[50] radtwitter
[41] radres
[37] foamrad
[30] radrounds
[29] foamed
[25] neurorad

Top Hashtags in Tweet in G5:
[116] meded
[53] mededchat
[23] medtwitter
[14] docswithdisabilities
[13] simusanté
[9] medlib
[7] edtech
[7] covid19
[6] academicmedicine
[6] brighambei

Top Hashtags in Tweet in G6:
[261] meded
[88] medtwitter
[53] medpub
[42] foamed
[26] oncology
[24] oncotwitter
[21] tipsfornewdocs
[19] healthcare
[18] medstudenttwitter
[16] medicine

Top Hashtags in Tweet in G7:
[43] meded
[14] asme2023
[14] medtwitter
[11] polytrauma
[4] jotacs
[4] traumasurg
[4] some4surgery
[3] uk
[3] surgtwitter
[3] medtech

Top Hashtags in Tweet in G8:
[149] meded
[20] medtwitter
[10] foamed
[6] livertwitter
[6] hcc
[5] nash
[4] liver
[4] webinar
[3] nafld
[3] gi

Top Hashtags in Tweet in G9:
[34] meded
[17] emednews
[12] strepa
[7] antibodies
[6] scrnaseq
[5] emedevents
[5] healthcare
[4] singlecell
[4] bioinformatics
[4] hemonc

Top Hashtags in Tweet in G10:
[3] meded
[2] medtwitter
[1] constipation
[1] gitwitter
[1] motility
[1] science
[1] biology
[1] research
[1] scicomm
[1] academictwitter

Top Words
Top Words in Tweet in Entire Graph:
[5548] #meded
[3482] #medtwitter
[2275] innov_medicine
[1440] #foamed
[1358] brownhospmed
[380] year
[378] #cardiotwitter
[330] #medpub
[313] diagnosis
[310] #medstudenttwitter

Top Words in Tweet in G1:
[1952] #meded
[1446] #medtwitter
[1152] brownhospmed
[890] innov_medicine
[645] #foamed
[239] grepmeded
[237] man
[213] year
[212] old
[209] history

Top Words in Tweet in G2:
[1305] #meded
[1277] innov_medicine
[1120] #medtwitter
[581] #foamed
[181] types
[166] lung
[166] docscribbles
[166] inflammation
[154] different
[153] #medstudenttwitter

Top Words in Tweet in G3:
[658] #meded
[334] #medtwitter
[239] nephrop
[226] #medpub
[193] #pocus
[168] #mednews
[136] #impocus
[111] use
[103] #nephpearls
[100] algorithm

Top Words in Tweet in G4:
[173] #meded
[154] veins
[154] arteries
[117] teachplaygrub
[108] #medtwitter
[88] radrounds
[80] attention
[77] offense
[77] defense
[77] nothing

Top Words in Tweet in G5:
[116] #meded
[53] #mededchat
[36] mededchat
[31] join
[28] docswith
[23] #medtwitter
[22] paper
[19] future
[18] meded_journal
[17] check

Top Words in Tweet in G6:
[261] #meded
[88] #medtwitter
[53] #medpub
[42] #foamed
[26] #oncology
[24] #oncotwitter
[22] meded
[21] #tipsfornewdocs
[19] #healthcare
[18] medical

Top Words in Tweet in G7:
[84] one
[80] uk
[78] medical
[76] liangrhea
[73] year
[72] students
[71] final
[71] sjts
[71] worth
[70] 50

Top Words in Tweet in G8:
[149] #meded
[127] diagnosis
[116] rash
[108] hunter
[108] aarongoodman33
[108] unusual
[108] ms_martinez_md
[108] develops
[108] thigh
[107] atulgrove

Top Words in Tweet in G9:
[34] #meded
[33] learn
[29] more
[22] emedevents
[17] #emednews
[17] curieuxexplorer
[16] frronconi
[14] nicochan33
[13] pawlowskimario
[12] #strepa

Top Words in Tweet in G10:
[86] yalemed
[86] inpatient
[86] regimens
[86] yaleimed
[86] talk
[86] gave
[86] today
[86] additional
[86] students
[86] residents

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1764] #meded,#medtwitter
[971] #medtwitter,#meded
[708] #medtwitter,#foamed
[358] #meded,#foamed
[252] year,old
[250] #foamed,#medtwitter
[232] #bjhm,#meded
[222] docscribbles,#meded
[222] #foamed,#meded
[220] old,man

Top Word Pairs in Tweet in G1:
[793] #meded,#medtwitter
[361] #medtwitter,#foamed
[340] #medtwitter,#meded
[212] year,old
[198] #meded,#foamed
[192] old,man
[137] presented,rash
[131] #foamed,#medtwitter
[126] #bjhm,#meded
[121] hands,feet

Top Word Pairs in Tweet in G2:
[663] #meded,#medtwitter
[310] #medtwitter,#foamed
[215] #medtwitter,#meded
[166] docscribbles,#meded
[154] different,types
[152] innov_medicine,different
[148] types,lung
[148] lung,inflammation
[148] inflammation,docscribbles
[114] #foamed,#medtwitter

Top Word Pairs in Tweet in G3:
[205] #medtwitter,#meded
[169] #medpub,#medtwitter
[168] #meded,#mednews
[97] #pocus,evaluation
[97] algorithm,use
[97] evaluation,dyspnea
[97] use,#pocus
[82] chest,#xray
[82] congenital,cardiovascular
[82] classic,chest

Top Word Pairs in Tweet in G4:
[77] glory,attention
[77] nothing,veins
[77] veins,defense
[77] arteries,glory
[77] arteries,offense
[77] defense,arteries
[77] attention,nothing
[77] offense,arteries
[76] teachplaygrub,veins
[49] #meded,#medtwitter

Top Word Pairs in Tweet in G5:
[14] docswith,paper
[12] mededchat,#mededchat
[11] team,partnership
[11] alert,meded_journal
[11] meded_journal,docswith
[11] found,future
[11] aamctoday,found
[11] partnership,aamctoday
[11] docswith,team
[11] future,#docswithdisabilities

Top Word Pairs in Tweet in G6:
[37] #meded,#medtwitter
[35] #medtwitter,#meded
[25] #meded,#oncology
[24] #medpub,#oncotwitter
[24] #oncotwitter,#meded
[18] #foamed,#meded
[15] #medtwitter,#medstudenttwitter
[14] #meded,#foamed
[13] #medstudenttwitter,#tipsfornewdocs
[13] #tipsfornewdocs,#fy1

Top Word Pairs in Tweet in G7:
[70] final,year
[70] medical,students
[70] sjts,final
[70] situational,judgement
[70] worth,50
[70] uk,sit
[70] one,situational
[70] year,medical
[70] sit,worth
[70] students,uk

Top Word Pairs in Tweet in G8:
[108] hunter,develops
[108] #meded,aarongoodman33
[108] aarongoodman33,ms_martinez_md
[108] rash,thigh
[108] develops,unusual
[108] thigh,diagnosis
[108] unusual,rash
[108] diagnosis,#meded
[107] samatallahmd,hunter
[107] ms_martinez_md,atulgrove

Top Word Pairs in Tweet in G9:
[27] learn,more
[15] #meded,#emednews
[12] #strepa,here's
[12] here's,need
[12] know,healthcareldr
[12] nicochan33,pawlowskimario
[12] need,know
[12] frronconi,nicochan33
[12] healthcareldr,frronconi
[11] curieuxexplorer,#strepa

Top Word Pairs in Tweet in G10:
[86] yalemed,yaleimed
[86] today,yalemed
[86] talk,inpatient
[86] gave,talk
[86] residents,students
[86] inpatient,bowel
[86] students,additional
[86] regimens,today
[86] yaleimed,residents
[86] bowel,regimens

Top Replied-To
Top Replied-To in Entire Graph:
@meded_i
@ceylanderler
@dthsn
@sizoyumkiben
@titivi2
@happysov
@ya_meded
@drmahir36
@tinuvieleonidas
@mededchat

Top Replied-To in G2:
@drawittoknowit
@obandarchi
@stefantigges

Top Replied-To in G3:
@nephrop

Top Replied-To in G4:
@brownhospmed

Top Replied-To in G5:
@mededchat
@kyle_iridian
@coviddidnotgo
@lizhearnpharmd
@glbdallaghan
@cianciolo_anna

Top Replied-To in G7:
@liangrhea
@tobin_meded
@tlhpbristol
@politicomedico
@ronansetron
@stumaitland
@bykatewomersley
@ijohsim
@durrantniall

Top Mentioned
Top Mentioned in Entire Graph:
@innov_medicine
@brownhospmed
@nephrop
@grepmeded
@pedscases
@docscribbles
@manualomedicine
@radiologistpage
@teachplaygrub
@drawittoknowit

Top Mentioned in G1:
@brownhospmed
@innov_medicine
@grepmeded
@pedscases
@manualomedicine
@radiologistpage
@paul_wischmeyer
@fazalabul
@drawittoknowit
@sarahthelyon

Top Mentioned in G2:
@innov_medicine
@docscribbles
@brownhospmed
@pedscases
@radiologistpage
@manualomedicine
@nickmmark
@drawittoknowit
@nejm
@coreimpodcast

Top Mentioned in G3:
@nephrop
@apothera
@innov_medicine
@brownhospmed
@medpubcardio
@drshahrul80
@roshreview
@medpubapp
@eusmkh
@usmle_mnemonics

Top Mentioned in G4:
@teachplaygrub
@radrounds
@brownhospmed
@innov_medicine
@dr_rajeshs
@lapsiasnehal
@shaq_md
@journal_chest
@nephrop
@applied_rad

Top Mentioned in G5:
@mededchat
@docswith
@meded_journal
@aamctoday
@cpasimusante
@harvardmacy
@journalofgme
@acadmedjournal
@arjasateesh
@thartman2u

Top Mentioned in G6:
@medicinegovste
@mededsouthend
@nursingjournal_
@ajcnutrition
@orthopedicpearl
@stemlyns
@dr_jamalah

Top Mentioned in G7:
@liangrhea
@jtraumacutesurg
@asmeofficial
@gmcuk
@dave_hettle
@tomjhoy
@elsevier_ed
@uonmeded
@megan_el_brown
@academia_uk

Top Mentioned in G8:
@aarongoodman33
@ms_martinez_md
@samatallahmd
@brownhospmed
@ihartpathology
@derbypbunit
@innov_medicine
@sages_updates
@hepatomares

Top Mentioned in G9:
@emedevents
@curieuxexplorer
@frronconi
@nicochan33
@pawlowskimario
@healthcareldr
@innov_medicine
@heinzvhoenen
@tantriclens
@cellrepair777

Top Mentioned in G10:
@yalemed
@yaleimed
@john_damianosmd
@innov_medicine
@yaleim_chiefs
@mayoclinicgihep
@docscribbles
@teachplaygrub

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@lizardogramcko
@marting8177
@guardian
@waweru
@sharma14828
@dr_shibley
@kaleidoscopet0
@researchmrx
@pvalsfr

Top Tweeters in G1:
@lizardogramcko
@silentn1223
@shecyclesnbi
@aim_sofia
@babyzjune
@vicentelozadab
@chichodisanto
@yujimarutani
@lluis1966
@amandaasubiar

Top Tweeters in G2:
@sharma14828
@pvalsfr
@branemark1
@diebo37rt
@anaisabelstark
@srzjwalters
@izzatyhusna_
@majaloca
@hernangraffe
@japonesbaiano

Top Tweeters in G3:
@waweru
@wordfinga
@gladeolie
@drshahrul80
@adlyzulkefly
@hragy
@rnomics
@iceman_ex
@compchembiobot
@poximuz

Top Tweeters in G4:
@jchimselfbigpo2
@bamne_shridhar
@ladibalo
@jeanedanggur
@ivdacruz
@dylanrosalesm
@onlyibraa
@handukchan
@nosinmitortuga
@joey_sugar

Top Tweeters in G5:
@librariesval
@ampincivero
@thartman2u
@nleblanc12
@noethematt
@trishgreenhalgh
@roshni_beeharry
@etsshow
@dairyfreegina
@btrfly12

Top Tweeters in G6:
@indiaedudiary
@drsusannasif
@luvenice_h
@medicinegovste
@bakeraandp
@doctorksa
@mykhalko
@jennybencardino
@medscapenurses
@societyhospmed

Top Tweeters in G7:
@dr_shibley
@kirkmurphy
@thetimes
@trubbellatmill
@clifford0584
@ericlindsay
@al_richards_786
@gringene_bio
@nofish_nonuts
@liangrhea

Top Tweeters in G8:
@divagotm
@evolutionarypsy
@missakathisia
@terrypolevoy
@lucamobu
@fjmazorra
@naiaraperena
@katysmy_vicodin
@ediegorojas84
@rubendgarciaamd

Top Tweeters in G9:
@guardian
@nicochan33
@shi4tech
@gvalan
@rldi_lamy
@mdrechsler
@drferdowsi
@spirosmargaris
@sminaev2015
@3ty3

Top Tweeters in G10:
@its_annie6
@edgeafrica
@yalemed
@john_damianosmd
@dr_aarashid
@maddyandrewsmd
@gutmd_
@pastelpinkblush
@drlinaresonline
@nikorandill


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