@mayoclinic OR @nythealth OR @harvardhealth OR @nejm OR @cmichaelgibson OR @DrPascalMeier OR @picardonhealth OR @NPRHealth OR @GavinPrestonMD OR @erictopol OR @jama_current OR @Atul_Gawande OR @nythealth OR @TheBMA OR @PublicHealth OR @american_heart OR @hhsgov OR @Reuters_Health OR @WebMD OR @WSJhealth OR @nature OR @naturenews OR @cdcgov OR @helenbevan OR @nhsengland OR @nhschoices OR @bmj_latest OR @thekingsfund, Twitter, 10/26/2017 5:45:20 PM, 127377


FAQ | Problem?

@mayoclinic OR @nythealth OR @harvardhealth OR @nejm OR @cmichaelgibson OR @DrPascalMeier OR @picard
@mayoclinic OR @nythealth OR @harvardhealth OR @nejm OR @cmichaelgibson OR @DrPascalMeier OR @picard
From:
scotpublichealth
Uploaded on:
October 26, 2017
Short Description:
@mayoclinic OR @nythealth OR @harvardhealth OR @nejm OR @cmichaelgibson OR @DrPascalMeier OR @picardonhealth OR @NPRHealth OR @GavinPrestonMD OR @erictopol OR @jama_current OR @Atul_Gawande OR @nythealth OR @TheBMA OR @PublicHealth OR @american_heart OR @hhsgov OR @Reuters_Health OR @WebMD OR @WSJhe

Description:
Description
The graph represents a network of 14,713 Twitter users whose recent tweets contained "@mayoclinic OR @nythealth OR @harvardhealth OR @nejm OR @cmichaelgibson OR @DrPascalMeier OR @picardonhealth OR @NPRHealth OR @GavinPrestonMD OR @erictopol OR @jama_current OR @Atul_Gawande OR @nythealth OR @TheBMA OR @PublicHealth OR @american_heart OR @hhsgov OR @Reuters_Health OR @WebMD OR @WSJhealth OR @nature OR @naturenews OR @cdcgov OR @helenbevan OR @nhsengland OR @nhschoices OR @bmj_latest OR @thekingsfund", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 26 October 2017 at 06:39 UTC.

The tweets in the network were tweeted over the 1-day, 11-hour, 25-minute period from Tuesday, 24 October 2017 at 18:12 UTC to Thursday, 26 October 2017 at 05:38 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 : 14713
Unique Edges : 24096
Edges With Duplicates : 16205
Total Edges : 40301
Self-Loops : 842
Reciprocated Vertex Pair Ratio : 0.0245576683062918
Reciprocated Edge Ratio : 0.0479380889255132
Connected Components : 50
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 14572
Maximum Edges in a Connected Component : 39568
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.091572
Graph Density : 0.000128944388088541
Modularity : 0.573189
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[113] https://www.nature.com/polopoly_fs/1.22884!/menu/main/topColumns/topLeftColumn/pdf/550439a.pdf
[108] http://www.nejm.org/doi/full/10.1056/NEJMicm1615835
[103] https://www.webmd.com/food-recipes/ss/slideshow-healthy-nuts?ecd=soc_tw_171025_cons_ss_nutsfornuts&linkId=100000001366727
[99] http://ow.ly/pB9B30dze3K?utm_content=buffer60f65&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[90] https://www.webmd.com/heart/news/20171025/dogs-death-gave-her-a-broken-heart?ecd=soc_tw_171025_cons_news_brokenheartsyndromdog&linkId=100000001369138
[85] http://www.nejm.org/doi/full/10.1056/NEJMra1615243
[78] https://www.cdc.gov/violenceprevention/
[71] https://jamanetwork.com/journals/jama/article-abstract/2658306
[69] https://www.kingsfund.org.uk/publications/making-case-quality-improvement?utm_source=twitter&utm_medium=social&utm_term=thekingsfund
[68] https://twitter.com/picardonhealth/status/922866824789872640

Top URLs in Tweet in G1:
[70] https://www.cdc.gov/violenceprevention/
[41] http://www.upandaway.org/
[29] https://www.hhs.gov/challenges
[22] https://www.cdc.gov/vitalsigns/obesity-cancer/index.html
[19] https://www.thunderclap.it/projects/63445-be-antibiotics-aware
[18] https://www.cdc.gov/labtraining/cdc-lab-training-courses/cdc_biosafety_courses.html
[13] https://www.cdc.gov/MilestoneTracker
[12] https://www.cdc.gov/ncbddd/hemophilia/facts.html
[12] https://storify.com/APHA/prevention-funding
[12] http://www.researchamerica.org/blog/we-are-all-public-health

Top URLs in Tweet in G2:
[112] https://www.nature.com/polopoly_fs/1.22884!/menu/main/topColumns/topLeftColumn/pdf/550439a.pdf
[59] http://www.nature.com/news/ant-colonies-flow-like-fluid-to-build-tall-towers-1.22290?WT.mc_id=TWT_NatureNews&sf125077138=1
[55] http://www.nature.com/news/wait-for-trump-s-science-adviser-breaks-modern-era-record-1.22878?WT.mc_id=TWT_NatureNews&sf124820107=1
[54] https://www.technologyreview.com/magazine/
[37] http://www.nature.com/news/wait-for-trump-s-science-adviser-breaks-modern-era-record-1.22878?WT.mc_id=TWT_NatureNews&sf124805421=1
[37] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41559-017-0349-6
[36] http://www.nature.com/news/cancer-biology-still-needs-physicists-1.22882?WT.mc_id=TWT_NatureNews&sf124820156=1
[36] http://www.nature.com/news/first-living-human-cells-added-to-brain-database-1.22889?WT.mc_id=TWT_NatureNews&sf125089973=1
[34] http://www.nature.com/news/to-stay-young-kill-zombie-cells-1.22872?WT.mc_id=TWT_NatureNews&sf124820057=1
[33] https://www.nature.com/nature/journal/v437/n7055/full/437034a.html?WT.mc_id=TWT_1710_GALOIS_PORTFOLIO

Top URLs in Tweet in G3:
[68] https://twitter.com/picardonhealth/status/922866824789872640
[36] https://beta.theglobeandmail.com/opinion/lets-end-the-flu-shot-debate-for-health-care-workers/article21394562/?ref=http://www.theglobeandmail.com&utm_source=twitter.com&utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[23] https://www.nytimes.com/2017/10/25/well/live/the-more-lavish-the-gifts-to-doctors-the-costlier-the-drugs-they-prescribe.html?smid=tw-nytimeswell&smtyp=cur&mtrref=t.co&gwh=AA3F1BFD024A52A90E7BA7BEAE09D544&gwt=pay
[18] https://beta.theglobeandmail.com/report-on-business/rob-commentary/more-winners-than-losers-in-a-national-pharmacare-plan/article36717385/?ref=http://www.theglobeandmail.com&utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[14] https://www.nytimes.com/2017/10/20/health/polio-eradication-videos.html?_r=0
[13] https://www.thestar.com/opinion/letters_to_the_editors/2017/10/25/your-letters-bed-shortage-at-ontario-hospitals-creates-backlog-in-emergency-rooms.html
[12] https://globalnews.ca/news/3822518/jane-philpott-first-nation-child-welfare-provinces/
[11] https://beta.theglobeandmail.com/opinion/morneaus-u-turn-great-politics-terrible-policy/article36704281/?ref=http://www.theglobeandmail.com&
[11] https://beta.theglobeandmail.com/opinion/masculinity-is-toxic-men-dont-have-to-be/article36703460/?ref=http://www.theglobeandmail.com&utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[11] http://www.huffingtonpost.ca/britney-dennison/reporting-on-suicide-3-years-after-robin-williams_a_23213843/?utm_content=bufferc3978&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[41] https://www.inc.com/carmine-gallo/how-googles-ceo-creates-brain-friendly-presentations.html
[23] http://qaspire.com/2017/10/23/the-9-rules-of-innovation-by-greg-satell/
[19] https://scotpublichealth.com/2017/10/15/quality-improvement-explained-in-four-everyday-objects/
[14] https://insight.kellogg.northwestern.edu/article/how-to-tell-a-great-story?utm_source=subscriber&utm_medium=email&utm_campaign=boomtrainmailer102017&bt_ee=vE937jFv6bUmSv+Wj28iimCA6av3sCci6UaFAXoN8TgnRkipFrQzGdZcYI2jA5V2&bt_ts=1508818229089
[12] https://www.graphicchange.com/news/visualagenda
[9] https://www.england.nhs.uk/blog/why-taking-fewer-antibiotics-is-good-for-you/
[9] https://nasongroup.co/2017/10/25/my-top-3-reflections-on-how-to-outrun-the-dodo/
[8] https://news.harvard.edu/gazette/story/2017/10/checklists-are-boring-but-death-is-worse/
[8] https://www.cppe.ac.uk/services/leadership-community
[7] https://www.kingsfund.org.uk/publications/making-case-quality-improvement?utm_source=twitter&utm_medium=social&utm_term=thekingsfund

Top URLs in Tweet in G5:
[69] https://jamanetwork.com/journals/jama/article-abstract/2658306
[24] https://www.wikidoc.org/index.php/Main_Page
[19] https://twitter.com/jkwillettmd/status/922648971650023424
[19] https://jamanetwork.com/journals/jama/article-abstract/2658320?utm_medium=alert&utm_source=JAMALatestIssue&utm_campaign=24-10-2017
[16] http://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2017.12938?utm_source=TWITTER&utm_medium=social_jn&utm_term=1125842651&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=43899327
[16] https://jamanetwork.com/journals/jama/fullarticle/2658306?utm_source=TWITTER&utm_medium=social_jn&utm_term=1126893111&utm_content=press_release|article_engagement&utm_campaign=press_release&linkId=43934345
[16] http://time.com/4993877/weed-killer-roundup-levels-humans/?linkId=43934350
[16] http://dailyvaper.com/2017/10/25/pediatric-journal-straight-up-lies-about-e-cigarettes/?utm_source=dlvr.it&utm_medium=twitter
[14] http://www.today.com/
[12] http://edition.cnn.com/2017/10/24/health/leptospirosis-puerto-rico/index.html

Top URLs in Tweet in G6:
[84] https://www.webmd.com/food-recipes/ss/slideshow-healthy-nuts?ecd=soc_tw_171025_cons_ss_nutsfornuts&linkId=100000001366727
[82] https://www.webmd.com/heart/news/20171025/dogs-death-gave-her-a-broken-heart?ecd=soc_tw_171025_cons_news_brokenheartsyndromdog&linkId=100000001369138
[36] https://www.webmd.com/asthma/ss/slideshow-asthma-overview?ecd=soc_tw_171025_cons_ss_asthmaoverview&linkId=100000001359751
[30] https://www.webmd.com/features/bleeding-face-palms?ecd=soc_tw_171026_cons_news_bleedingfacepalms&linkId=100000001377892
[27] https://www.webmd.com/diet/rm-quiz-best-worst-foods-belly-fat?ecd=soc_tw_171025_cons_ss_bestworstfoodsbellyfat&linkId=100000001357883
[27] https://www.webmd.com/parenting/baby/news/20171025/fire-risk-leads-to-fisher-price-bounce-seat-recall?ecd=soc_tw_171025_cons_news_fisherpriceseatrecall&linkId=100000001368337
[25] https://www.webmd.com/diabetes/ss/slideshow-type-1-diabetes-overview?ecd=soc_tw_171025_cons_ss_type1diabetesoverview&linkId=100000001366180
[21] http://www.webmd.com/dvt/ss/slideshow-dvt-surprising-causes?ecd=soc_tw_171024_cons_ss_dvtsurprisingcauses&linkId=100000001360590
[21] https://www.webmd.com/migraines-headaches/migraine-assessment/default.htm?ecd=soc_tw_171025_cons_ref_migraineassessment&linkId=100000001367293
[20] https://www.webmd.com/skin-problems-and-treatments/shingles/news/20171023/fda-approves-new-shingles-vaccine?ecd=soc_tw_171024_cons_news_shinglesvaccination&linkId=100000001357785

Top URLs in Tweet in G7:
[32] https://newsnetwork.mayoclinic.org/discussion/mayo-clinic-minute-let-the-dogs-sleep/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=43889077
[29] http://newsnetwork.mayoclinic.org/discussion/man-moves-paralyzed-legs-using-device-that-stimulates-spinal-cord/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=43832098
[29] https://newsnetwork.mayoclinic.org/discussion/researchers-link-alzheimers-gene-to-type-iii-diabetes/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=43936226
[29] https://www.accuweather.com/en/weather-news/disease-in-marias-aftermath-puerto-rico-what-is-leptospirosis/70003046?linkId=43892614
[26] https://newsnetwork.mayoclinic.org/discussion/tuesday-tips-how-to-break-up-with-sugar/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=43896043
[24] https://www.theatlantic.com/health/archive/2017/10/better-than-ambien/543771/?linkId=43927743
[22] https://www.huffingtonpost.com/entry/breast-cancer-screening-and-research_us_59ee01ffe4b02c6e3c609cb3?section=us_healthy-living&linkId=43892365
[17] http://www.irishtimes.com/life-and-style/health-family/fitness/it-was-time-to-make-a-stand-against-sitting-down-at-work-1.3253919?linkId=43895221
[17] https://newsnetwork.mayoclinic.org/discussion/learn-more-about-listeria-infection/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=43890744
[16] https://trib.al/UdtdKAN

Top URLs in Tweet in G8:
[101] http://www.nejm.org/doi/full/10.1056/NEJMicm1615835
[74] http://www.nejm.org/doi/full/10.1056/NEJMra1615243
[46] http://www.nejm.org/doi/full/10.1056/NEJMicm1615505
[31] http://www.nejm.org/doi/full/10.1056/NEJMsr1503323
[21] http://www.nejm.org/do/10.1056/NEJMdo005218/full/
[18] http://www.nejm.org/image-challenge
[13] http://www.nejm.org/doi/full/10.1056/NEJMp1713102
[10] http://www.nejm.org/doi/full/10.1056/NEJMe1710326
[8] http://www.nejm.org/doi/full/10.1056/NEJMp1713510
[8] http://www.nejm.org/health-policy-data-watch

Top URLs in Tweet in G9:
[34] http://www.bmj.com/content/359/bmj.j4248
[15] http://www.bmj.com/content/359/bmj.j4945
[12] http://www.bmj.com/content/359/bmj.j4587
[12] http://blogs.bmj.com/bmj/2017/10/24/is-japan-on-the-verge-of-losing-the-fight-against-smoke-free-legislation/
[8] http://www.bmj.com/content/359/bmj.j4904
[5] http://www.bmj.com/content/359/bmj.j4939
[5] http://www.ebhc.org
[5] http://www.bmj.com/uk/research/research
[5] http://heart.bmj.com/content/early/2017/03/31/heartjnl-2016-310320
[4] http://pca.st/X6hN

Top URLs in Tweet in G10:
[87] http://ow.ly/pB9B30dze3K?utm_content=buffer60f65&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[40] https://www.health.harvard.edu/blog/what-parents-should-know-and-do-about-young-children-and-mobile-devices-2017102412619?utm_content=buffera00b6&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[21] https://www.health.harvard.edu/pain/best-ways-to-cope-with-hand-pain?utm_content=bufferadbee&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[21] https://www.health.harvard.edu/mind-and-mood/opioid-misuse-rising-among-older-adults?utm_content=buffer4ba28&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[18] https://www.health.harvard.edu/blog/dont-judge-your-mucus-by-its-color-201602089129?utm_content=bufferdbb43&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[17] https://www.health.harvard.edu/blog/epidurals-dont-prolong-labor-phew-2017102512612?utm_content=buffer86d16&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[15] https://www.health.harvard.edu/staying-healthy/where-to-go-when-you-get-sick?utm_content=bufferdb91c&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[10] https://www.health.harvard.edu/blog/activity-trackers-help-you-get-fit-2017102312594?hootPostID=c5b94bfbfa78a1f556e10de65c1ecabd
[10] https://www.webmd.com/food-recipes/ss/slideshow-healthy-nuts?ecd=soc_tw_171025_cons_ss_nutsfornuts&linkId=100000001366727
[9] https://www.health.harvard.edu/mind-and-mood/overcoming-anxiety?utm_content=buffer55c1d&utm_medium=social&utm_source=twitter&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[2922] twitter.com
[1172] nature.com
[781] webmd.com
[520] nejm.org
[381] trib.al
[369] cdc.gov
[311] harvard.edu
[294] mayoclinic.org
[267] org.uk
[224] jamanetwork.com

Top Domains in Tweet in G1:
[527] twitter.com
[342] cdc.gov
[42] hhs.gov
[41] upandaway.org
[24] nejm.org
[19] npr.org
[19] thunderclap.it
[18] harvard.edu
[13] storify.com
[12] researchamerica.org

Top Domains in Tweet in G2:
[1122] nature.com
[269] twitter.com
[68] elsevierhealth.com
[54] technologyreview.com
[42] medicalxpress.com
[30] phys.org
[22] sciencemag.org
[15] annals.org
[11] nejm.org
[11] wordpress.com

Top Domains in Tweet in G3:
[358] twitter.com
[148] theglobeandmail.com
[47] nytimes.com
[31] cbc.ca
[23] theguardian.com
[21] thestar.com
[12] globalnews.ca
[11] trib.al
[11] huffingtonpost.ca
[10] harvard.edu

Top Domains in Tweet in G4:
[445] twitter.com
[68] nhs.uk
[42] inc.com
[26] org.uk
[23] qaspire.com
[19] scotpublichealth.com
[19] co.uk
[16] youtube.com
[14] northwestern.edu
[12] graphicchange.com

Top Domains in Tweet in G5:
[338] twitter.com
[190] jamanetwork.com
[28] today.com
[24] wikidoc.org
[24] reuters.com
[18] time.com
[17] cnn.com
[16] dailyvaper.com
[13] nejm.org
[9] medicalxpress.com

Top Domains in Tweet in G6:
[638] webmd.com
[81] twitter.com
[17] mayoclinic.org
[10] fb.me
[4] huffingtonpost.com
[3] harvard.edu
[2] statnews.com
[2] cdc.gov
[2] facebook.com
[2] instagram.com

Top Domains in Tweet in G7:
[244] mayoclinic.org
[139] twitter.com
[115] trib.al
[48] webmd.com
[45] reuters.com
[29] accuweather.com
[24] huffingtonpost.com
[24] theatlantic.com
[20] irishtimes.com
[15] news3lv.com

Top Domains in Tweet in G8:
[426] nejm.org
[80] twitter.com
[11] webmd.com
[6] mayoclinic.org
[6] nature.com
[4] npr.org
[4] trib.al
[4] bmj.com
[4] medstro.com
[3] youtube.com

Top Domains in Tweet in G9:
[132] bmj.com
[81] twitter.com
[6] nejm.org
[5] ebhc.org
[5] medshadow.org
[4] pca.st
[3] jamanetwork.com
[3] org.uk
[2] theconversation.com
[1] jameslindlibrary.org

Top Domains in Tweet in G10:
[234] harvard.edu
[97] ow.ly
[49] webmd.com
[37] twitter.com
[9] nejm.org
[5] mayoclinic.org
[4] nature.com
[4] jamanetwork.com
[2] nhs.uk
[2] amazon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[625] nomoremanels
[579] trottier2017
[278] harvardhealth
[154] keepantibioticsworking
[133] crispr
[116] researchhighlight
[102] diabetes
[100] backpain
[97] mayoclinicminute
[94] nhs



Top Hashtags in Tweet in G1:
[85] cfsac
[49] medsupaway
[47] puertorico
[45] halloween
[43] vitalsigns
[42] myalgice
[41] biosafety
[37] ghsakampala
[35] connect2health
[32] antibioticresistance

Top Hashtags in Tweet in G2:
[132] crispr
[113] researchhighlight
[71] ai
[49] cancer
[36] onthisday
[34] galois
[27] diabetes
[21] dna
[20] oa
[18] genomics

Top Hashtags in Tweet in G3:
[610] nomoremanels
[565] trottier2017
[49] anes17
[45] flushot
[23] manel
[20] pharmacare
[17] firstnations
[14] sdoh
[13] marijuana
[13] pain

Top Hashtags in Tweet in G4:
[59] nhs
[42] mentalhealth
[25] staywellthiswinter
[19] ahsns
[19] surgery
[13] iln17
[13] matexp
[12] wres
[11] dementia
[11] rcmconf17

Top Hashtags in Tweet in G5:
[44] cmgsays
[39] glyphosate
[28] herbicide
[23] harvard
[22] meded
[22] some
[19] colorectalsurgery
[18] burnout
[17] bacteriophage
[17] antibiotic

Top Hashtags in Tweet in G6:
[26] recall
[18] health
[13] diet
[10] sugar
[9] nutrition
[9] tuesdaytips
[6] mayoclinicminute
[5] patientprejudice
[5] food
[5] anxiety

Top Hashtags in Tweet in G7:
[82] mayoclinicminute
[59] sleep
[47] doctors
[40] breastcancer
[30] leptospirosis
[29] researchers
[29] alzheimer
[29] diabetes
[27] tuesdaytips
[27] mammogram

Top Hashtags in Tweet in G8:
[48] copd
[34] epilepsy
[32] healthit
[21] telehealth
[17] meded
[13] daca
[11] telemedicine
[9] asthma
[9] sehhseth17
[8] healthpolicy

Top Hashtags in Tweet in G9:
[34] bmjpractice
[14] bmjeditorial
[12] bmjopinion
[10] ebhc2017
[9] asthma
[8] oaweek
[7] delirium
[5] bmjanalysis
[4] bmjresponse
[4] registrar

Top Hashtags in Tweet in G10:
[223] harvardhealth
[88] backpain
[21] opioidx
[17] womenshealth
[12] anxiety
[10] wearables
[10] mhealth
[9] healthyaging
[9] bigdata
[7] osteoporosis

Top Words
Top Words in Tweet in Entire Graph:
[9115] Words in Sentiment List#1: Positive
[10781] Words in Sentiment List#2: Negative
[45] Words in Sentiment List#3: Angry/Violent
[297688] Non-categorized Words
[317584] Total Words
[2574] cdcgov
[1731] more
[1652] picardonhealth
[1496] nature
[1455] webmd

Top Words in Tweet in G1:
[2399] cdcgov
[659] 2
[622] davidbegnaud
[583] need
[578] now
[572] deaths
[558] death
[556] 74
[555] hhsgov
[551] leptospirosis

Top Words in Tweet in G2:
[1388] nature
[788] naturenews
[565] erictopol
[352] dna
[338] new
[272] cells
[240] editing
[238] human
[234] rna
[179] make

Top Words in Tweet in G3:
[1614] picardonhealth
[619] men
[610] nomoremanels
[577] 10
[576] fo
[565] trottier2017
[563] roundtable
[554] symposium
[552] regretfully
[552] withdrawn

Top Words in Tweet in G4:
[839] nhsengland
[642] helenbevan
[369] up
[302] innovation
[237] scale
[233] curve
[231] distribution
[198] 2
[181] graphic
[181] thank

Top Words in Tweet in G5:
[560] jama_current
[480] cmichaelgibson
[113] gavinprestonmd
[107] glyphosate
[97] study
[96] 2
[93] human
[85] out
[81] qdtrinh
[77] exposure

Top Words in Tweet in G6:
[1183] webmd
[373] more
[328] know
[187] heart
[185] up
[180] learn
[169] thyroid
[146] high
[107] risk
[105] help

Top Words in Tweet in G7:
[722] mayoclinic
[182] more
[157] reuters_health
[108] s
[101] mayo
[99] webmd
[90] clinic
[85] https
[82] mayoclinicminute
[78] tips

Top Words in Tweet in G8:
[805] nejm
[117] image
[102] article
[101] takotsubo
[101] cardiomyopathy
[99] left
[99] ventriculogram
[99] contrast
[99] echocardiogram
[99] showing

Top Words in Tweet in G9:
[537] bmj_latest
[109] obesity
[104] place
[104] individual
[103] blame
[103] completely
[103] ignore
[103] very
[103] real
[103] power

Top Words in Tweet in G10:
[819] harvardhealth
[235] more
[194] study
[161] people
[151] sleep
[147] life
[144] new
[139] purpose
[138] feel
[138] meaning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[577] 10,men
[575] suspected,cases
[566] regretfully,withdrawn
[566] withdrawn,trottier2017
[566] trottier2017,symposium
[566] symposium,roundtable
[566] roundtable,consists
[566] consists,10
[566] men,nomoremanels
[565] picardonhealth,regretfully

Top Word Pairs in Tweet in G1:
[542] death,toll
[537] 74,suspected
[537] suspected,cases
[536] puerto,death
[536] toll,now
[536] now,51
[536] 51,2
[536] 2,recent
[536] recent,deaths
[536] deaths,leptospirosis

Top Word Pairs in Tweet in G2:
[197] dna,rna
[139] nature,sciencemagazine
[117] nature,new
[114] genome,editing
[112] big,crispr
[112] crispr,dna
[112] rna,genome
[112] editing,day
[112] day,nature
[112] sciencemagazine,summed

Top Word Pairs in Tweet in G3:
[563] 10,men
[552] regretfully,withdrawn
[552] withdrawn,trottier2017
[552] trottier2017,symposium
[552] symposium,roundtable
[552] roundtable,consists
[552] consists,10
[552] men,nomoremanels
[551] picardonhealth,regretfully
[551] nomoremanels,fo

Top Word Pairs in Tweet in G4:
[168] distribution,innovation
[168] innovation,curve
[168] curve,beware
[168] beware,chasm
[168] chasm,between
[168] between,start
[168] start,up
[168] up,scale
[168] scale,up
[168] up,graphic

Top Word Pairs in Tweet in G5:
[67] 500,increase
[67] increase,human
[67] human,exposure
[67] exposure,glyphosate
[67] glyphosate,past
[67] past,2
[67] 2,decades
[67] decades,study
[67] study,out
[67] out,jama_current

Top Word Pairs in Tweet in G6:
[175] learn,more
[118] webmd,know
[88] heart,attack
[87] broken,heart
[85] know,pistachios
[85] pistachios,high
[85] high,antioxidants
[85] antioxidants,help
[85] help,inflammation
[85] inflammation,learn

Top Word Pairs in Tweet in G7:
[87] mayo,clinic
[68] u,s
[51] mayoclinic,mayoclinicminute
[50] clinic,app
[50] mayoclinic,hopkinsmedicine
[49] hopkinsmedicine,clevelandclinic
[47] clevelandclinic,doctors
[46] doctors,explain
[41] tips,download
[41] download,mayo

Top Word Pairs in Tweet in G8:
[101] takotsubo,cardiomyopathy
[99] left,ventriculogram
[99] ventriculogram,contrast
[99] contrast,echocardiogram
[99] echocardiogram,showing
[99] showing,takotsubo
[98] nejm,left
[95] nejm,image
[80] quick,take
[76] review,article

Top Word Pairs in Tweet in G9:
[103] place,blame
[103] blame,obesity
[103] obesity,individual
[103] individual,completely
[103] completely,ignore
[103] ignore,very
[103] very,real
[103] real,power
[102] bmj_latest,place
[102] power,surroundings

Top Word Pairs in Tweet in G10:
[139] new,study
[139] purpose,life
[138] study,people
[138] people,feel
[138] feel,more
[138] more,meaning
[138] meaning,purpose
[138] life,fewer
[138] fewer,sleep
[138] sleep,problems

Top Replied-To
Top Replied-To in Entire Graph:
@picardonhealth
@cmichaelgibson
@webmd
@cdcgov
@nhsengland
@skconservative
@nejm
@davidbegnaud
@nythealth
@nhschoices

Top Replied-To in G1:
@cdcgov
@davidbegnaud
@turnitup4me
@hhsgov
@gabbyklein1
@repkinzinger
@jkburmeister
@ellenfaith
@stefankertesz
@aliceoutthere

Top Replied-To in G2:
@nature
@naturenews
@erictopol
@cmichaelgibson
@thebyrdlab
@lamelaspablo
@jag24851
@jedicath
@drng
@nuclear94

Top Replied-To in G3:
@picardonhealth
@skconservative
@innerchildca
@michaelschwandt
@mcgilloss
@emarianomd
@alexandralw2
@atul_gawande
@arbinky
@nhsengland

Top Replied-To in G4:
@nhsengland
@gilmerhealthlaw
@woodsfordmartin
@murraymeetze
@hannahjames40
@helenbevan
@mededunicorn
@drandycarr
@type1joe
@drumeshprabhu

Top Replied-To in G5:
@cmichaelgibson
@jama_current
@daviesbj
@thehatersview
@canesdavid
@chrisfilson
@juangrvas
@no_kopaczan
@peepeedoctor
@gavinprestonmd

Top Replied-To in G6:
@webmd
@vidalexperience
@seraphinaspang
@proudgma8
@folasoj
@gnahhey
@drzaidawad
@ryanalph
@imshee67
@webmd_alyson

Top Replied-To in G7:
@mayoclinic
@clevelandclinic
@kimmelmanj
@realdonaldtrump
@cnnpolitics
@runnergirladams
@mit_spectrum
@nytimes
@guardian
@mit

Top Replied-To in G8:
@nejm
@joshcorman
@drbvaler
@jasumback
@thesgem
@emlitofnote
@jennifergardy
@pedsanesnet
@danmunro
@mcmack84

Top Replied-To in G9:
@bmj_latest
@mancunianmedic
@whelangary
@selinamehra1
@gavinprestonmd
@nejm
@bbcnewsnight
@cmichaelgibson
@exponentialmed
@nature

Top Replied-To in G10:
@harvardhealth
@webmd
@publichealth
@myrxprofile
@raymondgemen
@vivianabarojas
@pamelahuntedds

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@picardonhealth
@nature
@webmd
@nejm
@nhsengland
@jama_current
@mayoclinic
@naturenews
@harvardhealth

Top Mentioned in G1:
@cdcgov
@davidbegnaud
@hhsgov
@turnitup4me
@gabbyklein1
@publichealth
@aliceoutthere
@jkburmeister
@potus
@us_fda

Top Mentioned in G2:
@nature
@naturenews
@erictopol
@sciencemagazine
@cmichaelgibson
@thelancet
@techreview
@drfeifei
@harvard

Top Mentioned in G3:
@picardonhealth
@mcgilloss
@atul_gawande
@globedebate
@nytimes
@informedops
@drjohnm
@emarianomd
@williamghali
@bmj_latest

Top Mentioned in G4:
@nhsengland
@helenbevan
@voinonen
@ontspecialneeds
@gavinprestonmd
@jama_current
@doctorcaldwell
@drandycarr
@mededunicorn
@murraymeetze

Top Mentioned in G5:
@jama_current
@cmichaelgibson
@gavinprestonmd
@qdtrinh
@drpascalmeier
@naomistarkman
@daviesbj
@matthayn
@rahatheart1
@sandrapaulinarg

Top Mentioned in G6:
@webmd
@mayoclinic
@bethfratesmd
@cdcgov
@medscape
@rwjf
@statnews
@harvardhealth
@drrichardbesser
@robustself

Top Mentioned in G7:
@mayoclinic
@reuters_health
@webmd
@hopkinsmedicine
@mit
@clevelandclinic
@reuters
@ronpetersenmd

Top Mentioned in G8:
@nejm
@jama_current
@groopman
@stemlyns
@srrezaie
@acepnow
@beemcme
@foamems
@thesgem
@profjimmorone

Top Mentioned in G9:
@bmj_latest
@finegoulden
@jama_current
@ecdc_eu
@nejm
@abi_rimmer
@profkkhan
@stanburridge
@jkaronson
@pathwayuk

Top Mentioned in G10:
@harvardhealth
@webmd
@drclaire
@nejm
@mayoclinic
@robshmerling
@kpdigitalhealth
@jama_current
@eugsurf
@naturenews

Top Tweeters
Top Tweeters in Entire Graph:
@tomwellborn
@arkangelscrap
@jurylady5
@mikkil
@qxnews
@dichristine
@myfreedomnews
@roomeezon
@sectest9
@revolution_fr

Top Tweeters in G1:
@tomwellborn
@arkangelscrap
@roomeezon
@sectest9
@chuddles11
@metaquest
@its_coachbakari
@ganbare__ginkun
@itswanda
@rjber15

Top Tweeters in G2:
@qxnews
@dichristine
@kat4obama
@alevergara78
@ehfoundation237
@semanticearth
@rcrockett
@chrisbrey1
@repubblica
@zippylab

Top Tweeters in G3:
@revolution_fr
@independent
@mccarrenbill
@ez4u2say_janis
@globeandmail
@guardian
@ameeta3
@bbcnews
@kimvie
@debeauxos1

Top Tweeters in G4:
@mikkil
@myfreedomnews
@s9tmt
@lopezgovlaw
@iflck
@hazelglasgow
@comefollowcath
@lyndae222
@ukfreenews
@mojos55

Top Tweeters in G5:
@lorimoreno
@binksterb
@normanbuffong
@chowandchatter
@gis_sharer
@time
@washingtonpost
@raumunz
@watergatesummer
@jmcefalas

Top Tweeters in G6:
@terribleteacher
@dancas2
@john_siracusa
@npsusa
@bobby6740
@tkl277iztha1
@chicgibson
@trippbraden
@missourigirl62
@silenciomusic

Top Tweeters in G7:
@jurylady5
@huffpost
@cwharlow
@paxnostrum
@christianrep
@irishtimes
@venusmantrap22
@unlewis
@foxnews
@hirameki_002

Top Tweeters in G8:
@lglwry
@xiao_signo028
@neizod
@saudi_pharma
@susanadeleonmd
@picochu_
@dianez123
@kentbottles
@kensama_char
@redmasnoticias

Top Tweeters in G9:
@nermbed
@lamhfada
@bdeshbot
@drpaulmorgan
@morvjn
@gl650_lynneg
@reporterphoenix
@exerciseworks
@depacotilla
@deep_wreck

Top Tweeters in G10:
@cnnnews18
@adunlea
@madrynha2012
@howardstrauber
@vito4224
@jakwit
@ynhallak
@frelancewkguide
@sultanalgzwani
@dr_ghadaalharbi