@who OR @who_europe OR @ecdc_eu OR @thelancet OR @jama_current OR @bbchealth OR @GdnHealthcare OR @DrKevinCampbell OR @HopkinsMedicine OR @kevinmd OR @NeilFlochMD OR @StanfordMed since:2017-10-24, Twitter, 10/27/2017 1:27:51 PM, 127471


FAQ | Problem?

@who OR @who_europe OR @ecdc_eu OR @thelancet OR @jama_current OR @bbchealth OR @GdnHealthcare OR @D
@who OR @who_europe OR @ecdc_eu OR @thelancet OR @jama_current OR @bbchealth OR @GdnHealthcare OR @D
From:
scotpublichealth
Uploaded on:
October 27, 2017
Short Description:
@who OR @who_europe OR @ecdc_eu OR @thelancet OR @jama_current OR @bbchealth OR @GdnHealthcare OR @DrKevinCampbell OR @HopkinsMedicine OR @kevinmd OR @NeilFlochMD OR @StanfordMed since:2017-10-24 via NodeXL http://bit.ly/2gNOXfK
@

Description:
Description
The graph represents a network of 13,815 Twitter users whose recent tweets contained "@who OR @who_europe OR @ecdc_eu OR @thelancet OR @jama_current OR @bbchealth OR @GdnHealthcare OR @DrKevinCampbell OR @HopkinsMedicine OR @kevinmd OR @NeilFlochMD OR @StanfordMed since:2017-10-24", 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 Friday, 27 October 2017 at 07:17 UTC.

The tweets in the network were tweeted over the 2-day, 15-hour, 39-minute period from Tuesday, 24 October 2017 at 14:48 UTC to Friday, 27 October 2017 at 06:27 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 : 13815
Unique Edges : 26473
Edges With Duplicates : 23604
Total Edges : 50077
Self-Loops : 471
Reciprocated Vertex Pair Ratio : 0.0193696129257975
Reciprocated Edge Ratio : 0.038003120124805
Connected Components : 49
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 13733
Maximum Edges in a Connected Component : 50009
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.334562
Graph Density : 0.000167941370488567
Modularity : 0.475331
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[640] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/
[149] http://who.int/health_financing/documents/aligning-pfm-a-process-guide/en/
[141] http://www.thelancet.com/commissions/pollution-and-health?dgcid=twitter_social_pollution-comm17&dgcid=TheLancetTwitter_social_lancet&sf123318780=1
[137] http://who.int/mediacentre/news/releases/2017/decline-measles-death/en/
[136] http://who.int/mediacentre/factsheets/fs379/en/
[130] https://trib.al/VduO77O
[121] http://www.who.int/mediacentre/factsheets/fs114/en/
[119] http://www.nation.co.ke/news/report-reveals-2m-Kenyans-depressed/1056-3828982-134wls7/index.html
[79] https://jamanetwork.com/journals/jama/article-abstract/2658306
[71] http://who.int/ipcs/lead_campaign/en/

Top URLs in Tweet in G1:
[546] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/
[118] http://www.nation.co.ke/news/report-reveals-2m-Kenyans-depressed/1056-3828982-134wls7/index.html
[109] http://who.int/mediacentre/news/releases/2017/decline-measles-death/en/
[108] http://who.int/mediacentre/factsheets/fs379/en/
[93] http://who.int/health_financing/documents/aligning-pfm-a-process-guide/en/
[83] http://www.who.int/mediacentre/factsheets/fs114/en/
[55] http://who.int/ipcs/lead_campaign/en/
[33] http://themindunleashed.com/2014/04/effects-negative-emotions-health.html
[22] http://polioeradication.org/
[22] https://trib.al/OraItSo

Top URLs in Tweet in G2:
[47] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/
[42] http://www.un.org/apps/news/story.asp?NewsID=57956
[21] http://www.euro.who.int/__data/assets/pdf_file/0009/351927/WHO-Vaccine-Manual.pdf
[20] http://who.int/health_financing/documents/aligning-pfm-a-process-guide/en/
[20] http://www.who.int/mediacentre/factsheets/fs114/en/
[19] http://www.un.org/apps/news/story.asp?NewsID=57951
[18] http://who.int/mediacentre/factsheets/fs379/en/
[17] http://who.int/mediacentre/news/releases/2017/decline-measles-death/en/
[17] https://theconversation.com/robert-mugabe-as-who-goodwill-ambassador-what-went-wrong-86244?utm_medium=email&utm_campaign=Latest%20from%20The%20Conversation%20for%20October%2025%202017%20-%2086387179&utm_content=Latest%20from%20The%20Conversation%20for%20October%2025%202017%20-%2086387179+CID_3f0da77ffeda45fec4e0da2d81ed11a7&utm_source=campaign_monitor_uk&utm_term=it%20also%20dumbfounded%20colleagues%20and%20senior%20staff
[13] http://www.bbc.co.uk/programmes/p05ktr1p

Top URLs in Tweet in G3:
[138] http://www.thelancet.com/commissions/pollution-and-health?dgcid=twitter_social_pollution-comm17&dgcid=TheLancetTwitter_social_lancet&sf123318780=1
[25] http://who.int/health_financing/documents/aligning-pfm-a-process-guide/en/
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fcommissions%2Fpollution-and-health&rc=0&code=lancet-site
[14] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)32705-8/fulltext?dgcid=TheLancetTwitter_social_lancet&sf124215628=1
[13] http://www.thelancet.com/pb-assets/Lancet/stories/our-future/index.html?dgcid=TheLancetTwitter_social_lancet&sf125790264=1
[12] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2932149-9%2Ffulltext&rc=0&code=lancet-site
[11] http://www.bbc.co.uk/news/health-41724996
[10] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)31072-3/fulltext?dgcid=TheLancetTwitter_social_lancet&sf123631633=1
[10] https://twitter.com/TheLancet/status/923625339988955136

Top URLs in Tweet in G4:
[124] https://trib.al/VduO77O
[47] https://trib.al/uaZDya0
[35] https://trib.al/l2EBGBM
[35] https://trib.al/OGrZfmL
[29] https://trib.al/buhswM4
[28] https://trib.al/Xd9EmIx
[27] https://trib.al/QqhTby4
[26] https://trib.al/xuN2HK9
[25] https://trib.al/Y8SyWyt
[17] https://trib.al/Z7bxuQn

Top URLs in Tweet in G5:
[9] http://www.herald.co.zw/17-typhoid-cases-confirmed-in-harare/.@CWGH1
[6] https://twitter.com/violetgonda/status/923281882988666880
[4] https://twitter.com/ali_naka/status/923017919784718339
[3] https://twitter.com/ZBCNewsonline/status/922899870813433857
[3] https://www.youtube.com/watch?v=VVChT_njrNw&feature=youtu.be
[2] https://twitter.com/263Chat/status/923472432568074240
[1] https://twitter.com/i/web/status/923798370212372480
[1] https://twitter.com/i/web/status/923194362464559104
[1] https://twitter.com/i/web/status/923797853578854400
[1] https://twitter.com/i/web/status/923759329353728001

Top URLs in Tweet in G6:
[76] https://jamanetwork.com/journals/jama/article-abstract/2658306
[23] 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
[23] http://dailyvaper.com/2017/10/25/pediatric-journal-straight-up-lies-about-e-cigarettes/?utm_source=dlvr.it&utm_medium=twitter
[20] https://medicalxpress.com/news428114558.html
[20] https://jamanetwork.com/journals/jama/article-abstract/2658320?utm_medium=alert&utm_source=JAMALatestIssue&utm_campaign=24-10-2017
[19] 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
[19] http://time.com/4993877/weed-killer-roundup-levels-humans/?linkId=43934350
[15] http://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2017.7219?utm_source=TWITTER&utm_medium=social_jn&utm_term=1112741168&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=43470241
[13] https://nicotinepolicy.net/commentary/nicotine-in-the-news/8380-harry-s-blog-36
[12] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/

Top URLs in Tweet in G7:
[49] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2932478-9%2Ffulltext&rc=0&code=lancet-site
[9] https://trib.al/eJw7w6L
[8] http://med.stanford.edu/news/all-news/2017/10/good-leadership-self-compassion-key-to-tackling-physician-burnout.html
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fpdfs%2Fjournals%2Flancet%2FPIIS0140-6736%2817%2932345-0.pdf&rc=0&code=lancet-site
[7] http://dev.biologists.org/content/144/20/3744
[6] https://trib.al/EWpopi8
[5] https://trib.al/KzVy06P
[4] https://www.hopkinsmedicine.org/news/publications/hopkins_medicine_magazine/features/fall-2017/could-you-repeat-that
[4] https://trib.al/1GhwBkN
[4] https://trib.al/02Yagl7

Top URLs in Tweet in G8:
[8] http://r.socialstudio.radian6.com/d7c81a83-86ab-4067-83cb-3c01280ac1a5
[8] http://www.baltimoresun.com/health/bs-hs-hopkins-international-20170808-story.html
[7] http://r.socialstudio.radian6.com/d34a9bc2-dd5c-450a-a1de-35c902133b49
[6] http://www.who.int/mediacentre/factsheets/fs241/en/
[5] https://www.reuters.com/investigates/special-report/who-iarc-glyphosate/
[4] https://www.acsh.org/news/2017/10/24/glyphosate-gate-iarcs-scientific-fraud-12014
[4] http://www.the-scientist.com/?articles.view/articleNo/50693/title/WHO-Cherry-Picked-Data-on-Pesticide--Investigation-Finds/&utm_content=buffer7a792&utm_medium=social&utm_source=twitter.com&utm_campaign=main+TS+Twitter
[3] http://r.socialstudio.radian6.com/4f9d27a6-fefa-41d9-bb9b-5038d409e368
[3] http://r.socialstudio.radian6.com/a0783fcd-d821-410d-962c-a0be13a926eb
[3] http://r.socialstudio.radian6.com/d7fface7-0f4b-4729-b02a-99ecea81720d

Top URLs in Tweet in G9:
[32] http://www.kevinmd.com/blog/2017/10/flu-vaccine-doesnt-cause-flu-period.html
[29] http://www.kevinmd.com/blog/2017/10/doctors-dangerously-tired-health-care-leaders-arent-taking-action.html?utm_content=buffer241af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] http://www.kevinmd.com/blog/2017/10/flu-vaccine-doesnt-cause-flu-period.html?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.cbsnews.com/news/tai-chi-could-be-used-to-fight-heart-attacks/
[21] https://www.nytimes.com/2017/10/25/health/cdc-shingles-vaccine.html?smid=tw-share
[21] https://www.wsj.com/articles/purdue-is-under-investigation-for-opioid-painkiller-oxycontin-1508968220
[17] http://www.kevinmd.com/blog/2017/10/shouldnt-surprised-opioid-crisis-medicine-operated-business.html?utm_source=dlvr.it&utm_medium=twitter
[16] https://www.nytimes.com/2017/10/20/health/social-media-fake-news.html?smid=tw-share
[15] http://www.kevinmd.com/blog/2017/10/dont-need-joy-medicine-need-vocal-discontentment.html?utm_source=dlvr.it&utm_medium=twitter
[13] http://www.kevinmd.com/blog/2017/10/physicians-deserve-mercy-silentnomore.html

Top URLs in Tweet in G10:
[14] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)32677-6/fulltext
[8] http://www.who.int/immunization/policy/sage/SAGE_oct_2017_meeting_summary.pdf?ua=1
[7] http://www.who.int/reproductivehealth/topics/violence/clinical-response-csa/en/
[5] http://ecdc.europa.eu/en/publications/Publications/HIV-AIDS-surveillance-Europe-2015.pdf
[5] http://allafrica.com/stories/201710180380.html?utm_source=Global%20Health%20NOW%20Main%20List&utm_campaign=8b204e554b-EMAIL_CAMPAIGN_2017_10_18&utm_medium=email&utm_term=0_8d0d062dbd-8b204e554b-883343
[4] http://www.who.int/tb/endtb-sdg-ministerial-conference/endtb-sdg-ministerial-conferenceflyer.pdf?ua=1
[4] http://www.thelancet.com/journals/lancet/article/PIIS0140-6736(17)31795-6/fulltext
[3] https://www.test-achats.be/sante/alimentation-et-nutrition/securite-alimentaire-et-additifs/news/superbug-antibiotiques
[3] https://www.youtube.com/watch?v=ZEoGD-2SsQU
[3] https://ecdc.europa.eu/en/publications-data/ecdcefsa-joint-report-avian-influenza-overview-october-2016-august-2017

Top Domains
Top Domains in Tweet in Entire Graph:
[3389] twitter.com
[1494] who.int
[709] trib.al
[386] kevinmd.com
[333] jamanetwork.com
[274] thelancet.com
[136] elsevierhealth.com
[123] co.ke
[106] co.uk
[96] theguardian.com

Top Domains in Tweet in G1:
[1111] who.int
[372] twitter.com
[118] co.ke
[42] fb.me
[33] themindunleashed.com
[32] trib.al
[22] polioeradication.org
[21] youtube.com
[15] bbc.com
[11] co.uk

Top Domains in Tweet in G2:
[432] twitter.com
[204] who.int
[63] un.org
[25] theconversation.com
[19] statnews.com
[18] co.uk
[18] nytimes.com
[13] qz.com
[8] change.org
[7] youtube.com

Top Domains in Tweet in G3:
[254] twitter.com
[233] thelancet.com
[65] elsevierhealth.com
[63] who.int
[15] youtube.com
[13] co.uk
[10] jamanetwork.com
[8] healio.com
[6] environmentalistpapers.org
[5] washingtonpost.com

Top Domains in Tweet in G4:
[578] trib.al
[117] twitter.com
[90] theguardian.com
[57] co.uk
[18] who.int
[9] bbc.com
[8] nhsemployers.org
[6] parliament.uk
[3] cnn.com
[2] gu.com

Top Domains in Tweet in G5:
[383] twitter.com
[12] co.zw
[4] youtube.com
[3] fb.me
[1] co.ke
[1] who.int
[1] reuters.com
[1] kevinmd.com
[1] bbc.com
[1] zim.pay

Top Domains in Tweet in G6:
[304] jamanetwork.com
[119] twitter.com
[31] who.int
[23] dailyvaper.com
[23] medicalxpress.com
[21] time.com
[15] nicotinepolicy.net
[13] trib.al
[12] libsyn.com
[8] thelancet.com

Top Domains in Tweet in G7:
[249] twitter.com
[65] trib.al
[58] elsevierhealth.com
[20] stanford.edu
[7] who.int
[7] biologists.org
[6] kevinmd.com
[5] jamanetwork.com
[5] radian6.com
[5] fb.me

Top Domains in Tweet in G8:
[369] twitter.com
[36] radian6.com
[14] hopkinsmedicine.org
[10] baltimoresun.com
[10] the-scientist.com
[7] who.int
[5] reuters.com
[4] jamanetwork.com
[4] acsh.org
[4] swarmapp.com

Top Domains in Tweet in G9:
[367] kevinmd.com
[58] twitter.com
[50] nytimes.com
[22] wsj.com
[21] cbsnews.com
[9] trib.al
[5] psychologytoday.com
[4] radian6.com
[3] elsevierhealth.com
[2] medpagetoday.com

Top Domains in Tweet in G10:
[42] twitter.com
[28] who.int
[18] thelancet.com
[13] europa.eu
[6] youtube.com
[5] allafrica.com
[4] co.za
[3] test-achats.be
[2] trib.al
[2] bbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1385] endpolio
[983] worldpolioday
[816] polio
[767] banleadpaint
[669] vaccineswork
[471] pollution
[415] pollutioncommission
[402] measles
[304] climatechange
[266] airpollution



Top Hashtags in Tweet in G1:
[1078] endpolio
[725] worldpolioday
[646] banleadpaint
[498] polio
[480] vaccineswork
[294] measles
[180] climatechange
[179] airpollution
[168] breathelife
[98] healthforall

Top Hashtags in Tweet in G2:
[186] mugabe
[180] endpolio
[176] unday
[163] polio
[151] worldpolioday
[109] ncds
[95] vaccineswork
[89] climatechange
[67] banleadpaint
[64] measles

Top Hashtags in Tweet in G3:
[437] pollution
[396] pollutioncommission
[69] polio
[58] worldpolioday
[56] airpollution
[49] humanrights
[48] endpolio
[36] vaccineswork
[34] budgets4uhc
[32] beatpollution

Top Hashtags in Tweet in G4:
[36] nhs
[15] vaccineswork
[14] pollution
[12] genomes100k
[9] healthcare
[9] mentalhealth
[8] polio
[7] endpolio
[7] banleadpaint
[6] cancer

Top Hashtags in Tweet in G5:
[15] goodwillforwho
[10] who
[7] zimbabwe
[5] zim
[5] vaccine
[5] typhoid
[4] mugabe
[2] unday2017
[2] whogoodwill
[2] spain

Top Hashtags in Tweet in G6:
[65] glyphosate
[64] ebhc2017
[36] herbicide
[27] hypothermia
[27] newborns
[27] encephalopathy
[24] bacteriophage
[24] antibiotic
[24] infections
[21] cdiff

Top Hashtags in Tweet in G7:
[57] enhancers
[57] development
[57] evolution
[48] wphc17
[35] hypertension
[19] meditation
[16] womeningh
[14] cancer
[14] makingadifference
[13] childhood

Top Hashtags in Tweet in G8:
[74] shareourpain
[73] suicidedue2pain
[72] andrewkolostomybag
[71] whereisaclu
[69] propissadistictorturers
[69] chronicpainnorelief
[16] doctors
[11] hpv
[10] va
[10] connect2health

Top Hashtags in Tweet in G9:
[16] silentnomore
[16] healthcare
[9] htreads
[7] influencers
[6] flu
[5] endpolio
[5] peace
[4] vaccineswork
[4] anesthesia
[4] opioidepidemic

Top Hashtags in Tweet in G10:
[48] antimicrobialresistance
[16] hiv
[14] rohingya
[14] bangladesh
[13] amr
[13] keepantibioticsworking
[11] eacs2017
[10] antimicrobialconsumption
[9] europe
[7] aids

Top Words
Top Words in Tweet in Entire Graph:
[8704] Words in Sentiment List#1: Positive
[11722] Words in Sentiment List#2: Negative
[95] Words in Sentiment List#3: Angry/Violent
[300059] Non-categorized Words
[320487] Total Words
[2124] health
[1517] polio
[1457] thelancet
[1385] endpolio
[1372] lead

Top Words in Tweet in G1:
[1090] lead
[1078] endpolio
[894] polio
[847] year
[847] cases
[781] children
[749] fact
[749] best
[747] toxic
[725] worldpolioday

Top Words in Tweet in G2:
[594] drtedros
[576] health
[374] who_europe
[333] polio
[305] working
[284] people
[266] whoafro
[263] mugabe
[242] together
[211] new

Top Words in Tweet in G3:
[1157] thelancet
[570] pollution
[396] pollutioncommission
[298] deaths
[249] health
[232] related
[230] https
[190] unicef
[161] countries
[147] polio

Top Words in Tweet in G4:
[722] bbchealth
[257] health
[201] gdnhealthcare
[191] mental
[174] people
[142] 000
[141] poor
[139] year
[138] jobs
[137] 300

Top Words in Tweet in G5:
[1037] profjnmoyo
[400] national
[399] interest
[169] health
[167] debacle
[162] advocatemahere
[158] president
[158] mugabe
[153] ali_naka
[147] shown

Top Words in Tweet in G6:
[896] jama_current
[137] glyphosate
[124] human
[110] study
[93] 2
[90] https
[89] jama
[79] robotic
[77] more
[75] out

Top Words in Tweet in G7:
[375] stanfordmed
[225] jama_current
[206] gavinprestonmd
[189] drandycarr
[183] doctorcaldwell
[182] mededunicorn
[173] murraymeetze
[154] gilmerhealthlaw
[153] https
[150] thelancet

Top Words in Tweet in G8:
[353] hopkinsmedicine
[129] jama_current
[82] qdtrinh
[74] dmthompsonjr
[74] courthousenews
[74] shareourpain
[74] daviesbj
[73] suicidedue2pain
[72] clear_food
[72] andrewkolostomybag

Top Words in Tweet in G9:
[548] kevinmd
[155] drkevincampbell
[137] t
[125] flu
[88] health
[82] vaccine
[70] doctors
[67] care
[67] medicine
[61] more

Top Words in Tweet in G10:
[174] ecdc_eu
[90] efsa_eu
[84] ema_news
[56] progress
[48] antimicrobialresistance
[47] new
[44] opinion
[37] 2
[35] needs
[33] check

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[878] lead,toxic
[876] fact,lead
[797] today,worldpolioday
[751] toxic,harmful
[751] harmful,everyone
[741] worldpolioday,fewer
[741] fewer,cases
[741] cases,year
[741] year,history
[735] history,best

Top Word Pairs in Tweet in G1:
[746] fact,lead
[746] lead,toxic
[643] toxic,harmful
[643] harmful,everyone
[641] today,worldpolioday
[641] worldpolioday,fewer
[641] fewer,cases
[641] cases,year
[641] year,history
[635] history,best

Top Word Pairs in Tweet in G2:
[235] working,together
[170] happy,birthday
[169] birthday,proud
[169] proud,part
[169] part,united
[169] united,nations
[169] nations,family
[169] family,working
[169] together,health
[169] health,people

Top Word Pairs in Tweet in G3:
[201] pollution,related
[145] related,deaths
[142] deaths,occur
[142] occur,low
[142] income,countries
[141] 92,pollution
[141] low,middle
[141] middle,income
[139] countries,pollutioncommission
[138] thelancet,92

Top Word Pairs in Tweet in G4:
[179] mental,health
[137] 300,000
[133] 000,people
[132] jobs,each
[132] each,year
[129] poor,mental
[126] people,lose
[126] lose,jobs
[126] year,due
[126] due,poor

Top Word Pairs in Tweet in G5:
[330] national,interest
[141] debacle,shown
[127] profjnmoyo,national
[124] health,system
[115] public,health
[112] shown,president
[112] president,stranger
[112] stranger,zimbabwean
[112] zimbabwean,public
[112] system,very

Top Word Pairs in Tweet in G6:
[69] 2,decades
[68] 500,increase
[68] increase,human
[68] human,exposure
[68] exposure,glyphosate
[68] glyphosate,past
[68] past,2
[68] decades,study
[68] study,out
[68] out,jama_current

Top Word Pairs in Tweet in G7:
[203] gavinprestonmd,jama_current
[144] doctorcaldwell,gavinprestonmd
[75] type1joe,mededunicorn
[68] mededunicorn,doctorcaldwell
[63] gilmerhealthlaw,type1joe
[59] murraymeetze,drandycarr
[58] drandycarr,doctorcaldwell
[57] review,transcriptional
[57] transcriptional,enhancers
[57] enhancers,development

Top Word Pairs in Tweet in G8:
[74] dmthompsonjr,courthousenews
[73] suicidedue2pain,shareourpain
[72] andrewkolostomybag,suicidedue2pain
[70] whereisaclu,andrewkolostomybag
[69] shareourpain,propissadistictorturers
[67] propissadistictorturers,chronicpainnorelief
[65] qdtrinh,jama_current
[58] prometheusgreen,dmthompsonjr
[55] courthousenews,aliceparkny
[55] karthikaghoram,prometheusgreen

Top Word Pairs in Tweet in G9:
[60] flu,vaccine
[59] vaccine,doesn
[59] doesn,t
[59] t,cause
[59] cause,flu
[58] flu,period
[52] period,kevinmd
[50] need,more
[48] health,care
[40] kevinmd,doctors

Top Word Pairs in Tweet in G10:
[39] ema_news,ecdc_eu
[37] efsa_eu,ema_news
[28] new,joint
[28] assess,progress
[28] rohingya,bangladesh
[26] measuring,progress
[26] progress,antimicrobialresistance
[26] antimicrobialresistance,needs
[26] needs,indicators
[26] indicators,check

Top Replied-To
Top Replied-To in Entire Graph:
@profjnmoyo
@un
@who
@bbchealth
@shaheen_shahpar
@gilmerhealthlaw
@murraymeetze
@jama_current
@thelancet
@pid_gov

Top Replied-To in G1:
@who
@taatia_
@ajenglish
@ramzzy_
@jannetxm_
@drkerrynphelps
@dawsoninga
@lauracorama
@rainwalkwithme
@nrc

Top Replied-To in G2:
@who
@casareal
@sanitationtake
@whoafro
@whonigeria
@potus
@cazacuofelia
@geovannyvicentr
@who_europe
@number10gov

Top Replied-To in G3:
@thelancet
@chelseaclinton
@transparency_a1
@who
@ursulaedg
@richardoseager
@whoyemen
@raquiglam
@johnnew2015
@lancetyouth

Top Replied-To in G4:
@bbchealth
@gdnhealthcare
@compassionmh
@drbvrmd
@gatesheadcolon
@medright1
@who
@_amandawoolley_
@guardian
@thevrara

Top Replied-To in G5:
@profjnmoyo
@matigary
@ali_naka
@charitymaodza
@advocatemahere
@gmapindu
@chellechipato
@dudumo
@ginothesaint
@mambo_nherera

Top Replied-To in G6:
@jama_current
@thehatersview
@no_kopaczan
@sgottliebfda
@vinayprasad82
@carlvphillips
@us_fda
@who
@icegov
@sbattrawden

Top Replied-To in G7:
@gilmerhealthlaw
@murraymeetze
@mededunicorn
@drandycarr
@erictopol
@stanfordmed
@type1joe
@thebyrdlab
@doctorcaldwell
@jaccooper1

Top Replied-To in G8:
@daviesbj
@hopkinsmedicine
@pdiff1
@canesdavid
@ganikol
@beaglefreedom
@clear_food
@chrisfilson
@antonioguterres
@peepeedoctor

Top Replied-To in G9:
@kevinmd
@migos
@hswapnil
@geoffschuler
@zdoggmd
@kidney_boy
@drkevincampbell
@drmarthagulati
@amandamo7
@mefarrellii

Top Replied-To in G10:
@ecdc_eu
@whelangary
@ema_news
@lzloures
@viivhc
@jvlazarus
@vgglover
@ph_advocateeu
@oikoumene
@efsa_eu

Top Mentioned
Top Mentioned in Entire Graph:
@who
@thelancet
@jama_current
@drtedros
@bbchealth
@un
@profjnmoyo
@kevinmd
@who_europe
@nato

Top Mentioned in G1:
@who
@ramzzy_
@ajenglish
@drtedros
@premyadav
@oieanimalhealth
@wiltonpark
@health_affairs
@boutaina
@ashishkjha

Top Mentioned in G2:
@who
@drtedros
@who_europe
@un
@whoafro
@whonigeria
@whoemro
@whosearo
@pahowho
@whowpro

Top Mentioned in G3:
@thelancet
@who
@unicef
@rotary
@gavi
@healthandenv
@chelseaclinton
@results4dev
@jama_current
@healthpollution

Top Mentioned in G4:
@bbchealth
@gdnhealthcare
@who
@guardian
@npr
@thelancet
@domraban
@walkamileuk
@cnn
@bbcworld

Top Mentioned in G5:
@who
@profjnmoyo
@advocatemahere
@ali_naka
@matigary
@drtedros
@dougcoltart
@wamagaisa
@chellechipato
@charitymaodza

Top Mentioned in G6:
@jama_current
@who
@naomistarkman
@us_fda
@carlvphillips
@thelancet
@hhsgov
@icegov
@magdakorzekwa
@nejm

Top Mentioned in G7:
@stanfordmed
@jama_current
@gavinprestonmd
@doctorcaldwell
@drandycarr
@mededunicorn
@thelancet
@type1joe
@murraymeetze
@erictopol

Top Mentioned in G8:
@hopkinsmedicine
@who
@jama_current
@qdtrinh
@courthousenews
@dmthompsonjr
@clear_food
@prometheusgreen
@daviesbj
@aliceparkny

Top Mentioned in G9:
@kevinmd
@drkevincampbell
@cmichaelgibson
@mnt
@doctor_v
@drjohnm
@heartotxheartmd
@amdiabetesassn
@richduszak
@drmarthagulati

Top Mentioned in G10:
@ecdc_eu
@who
@efsa_eu
@ema_news
@unaids
@msf
@bmj_latest
@thelancet
@laureldsprague
@msfsci

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@coventryupdate
@yuuji_k1
@melislily
@phildecarolis
@qxnews
@senegalbot
@alhanda
@tech_sharer
@nilimajumder

Top Tweeters in G1:
@yuuji_k1
@melislily
@phildecarolis
@senegalbot
@pratap061061
@truthglow
@ez4u2say_janis
@oceanshaman
@dhruvbhim
@huffpost

Top Tweeters in G2:
@nilimajumder
@turtlewoman777
@badbiooy
@ehfoundation237
@nneusj
@mildlalylaly
@chrisbrey1
@rjber15
@nyt
@magarya

Top Tweeters in G3:
@john1966olsen
@houseoftwitslab
@bluebirdtrini
@pendulum5884
@josefer38693523
@antoniacue
@blackflagchi
@nacho991960
@teresitabayhon
@sd345t

Top Tweeters in G4:
@coventryupdate
@tech_sharer
@sectest9
@guardian
@mysouthend
@freiewelteu
@scott1984_fp
@securitynews6
@labour_zone
@khalsir

Top Tweeters in G5:
@mrbasabose
@mr_ndilula_jr
@waweru
@france24
@alykhansatchu
@zimleague
@263chat
@enca
@forevershakes
@wameyokw

Top Tweeters in G6:
@twitlertwit
@kimvie
@chowandchatter
@time
@nxtstop1
@croakeyblog
@saudi_pharma
@delaevgenija
@aapremlall
@liberallyjan

Top Tweeters in G7:
@qxnews
@semanticearth
@edgametec
@tweets4yoga
@enfoquenoticias
@jacanews
@vernapolitics
@rosenchild
@jakwit
@marcomariani_it

Top Tweeters in G8:
@alhanda
@alamgirizvi
@noreenr1
@yayayarndiva
@itknowingness
@adamsflafan
@thehill
@irishtimes
@rellesaidso703
@ken_ragsdale

Top Tweeters in G9:
@gidi_traffic
@omojuwa
@nursefriendly
@drpatfarrell
@onehandedpotter
@wsj
@mjbohl07
@forbes
@drhubaevaluator
@ugotgod

Top Tweeters in G10:
@trigorosa
@morvjn
@wenurses
@allafrica
@learnmath4us
@dailymaverick
@greblaher
@nordicgeo
@cancerwallonia
@discovery_sa