@jama_current OR @nejm OR @bmj_latest OR @thelancet OR @AnnalsofIM OR @Nature, Twitter, 7/9/2017 8:05:36 AM, 115632


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@jama_current OR @nejm OR @bmj_latest OR @thelancet OR @AnnalsofIM OR @Nature Twitter NodeXL SNA Map
@jama_current OR @nejm OR @bmj_latest OR @thelancet OR @AnnalsofIM OR @Nature Twitter NodeXL SNA Map
From:
scotpublichealth
Uploaded on:
July 09, 2017
Short Description:
@jama_current OR @nejm OR @bmj_latest OR @thelancet OR @AnnalsofIM OR @Nature via NodeXL http://bit.ly/2tZhNhk
@nature
@bmj_latest
@nejm

Description:
Description
The graph represents a network of 12,587 Twitter users whose recent tweets contained "@jama_current OR @nejm OR @bmj_latest OR @thelancet OR @AnnalsofIM OR @Nature", 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 Saturday, 08 July 2017 at 21:31 UTC.

The tweets in the network were tweeted over the 7-day, 8-hour, 35-minute period from Saturday, 01 July 2017 at 12:06 UTC to Saturday, 08 July 2017 at 20:42 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 : 12587
Unique Edges : 22688
Edges With Duplicates : 11023
Total Edges : 33711
Self-Loops : 496
Reciprocated Vertex Pair Ratio : 0.0159153273226186
Reciprocated Edge Ratio : 0.0313319956783454
Connected Components : 37
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 12500
Maximum Edges in a Connected Component : 33621
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.368037
Graph Density : 0.000163590474338016
Modularity : 0.53693
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[233] https://resident360.nejm.org/content_items/subclinical-hypothyroidism/
[169] http://www.nejm.org/do/10.1056/NEJMdo005166/full/
[153] http://www.nejm.org/medicine-and-society-data-watch
[139] http://www.nejm.org/doi/full/10.1056/NEJMicm1616104
[132] http://www.nejm.org/doi/full/10.1056/NEJMoa1614362
[100] https://www.nature.com/nature/current_issue.html?sf95446108=1
[93] http://rdcu.be/tMP1
[92] http://www.nature.com/news/how-quantum-trickery-can-scramble-cause-and-effect-1.22208?WT.mc_id=TWT_NA_1706_FHNEWSFQUANTUMTRICKERY_PORTFOLIO
[77] http://jamanetwork.com/journals/jama/fullarticle/2636710?utm_source=TWITTER&utm_medium=social_jn&utm_term=958010157&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39316984
[73] http://www.nature.com/articles/doi:10.1038/nature22994?sf95446694=1

Top URLs in Tweet in G1:
[93] https://www.nature.com/nature/current_issue.html?sf95446108=1
[82] http://www.nature.com/news/how-quantum-trickery-can-scramble-cause-and-effect-1.22208?WT.mc_id=TWT_NA_1706_FHNEWSFQUANTUMTRICKERY_PORTFOLIO
[76] http://rdcu.be/tMP1
[65] http://www.nature.com/articles/doi:10.1038/nature22994?sf95446694=1
[64] https://www.nature.com/news/three-years-to-safeguard-our-climate-1.22201
[63] https://www.nature.com/articles/d41586-017-00866-6?WT.mc_id=TWT_NA_1707_RESEARCHIGHLIGHT_PORTFOLIO
[43] http://senseaboutscience.org/activities/maddox-nominations/
[41] http://www.nature.com/news/the-secrets-of-a-top-salary-in-science-1.22197?WT.mc_id=TWT_NA_1706_FHEDITORIALSALARYSCIENCE_PORTFOLIO
[34] http://go.nature.com/nQo1MC
[33] http://www.nature.com/articles/doi:10.1038/nature22990?sf94899643=1

Top URLs in Tweet in G2:
[204] https://resident360.nejm.org/content_items/subclinical-hypothyroidism/
[130] http://www.nejm.org/do/10.1056/NEJMdo005166/full/
[123] http://www.nejm.org/medicine-and-society-data-watch
[108] http://www.nejm.org/doi/full/10.1056/NEJMicm1616104
[98] http://www.nejm.org/doi/full/10.1056/NEJMoa1614362
[50] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature22991.html
[50] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature23003.html
[46] http://www.nejm.org/doi/full/10.1056/NEJMoa1609758
[46] http://www.nejm.org/doi/full/10.1056/NEJMoa1704559
[45] http://www.nejm.org/doi/full/10.1056/NEJMp1702010?utm_medium=referral&utm_source=r360&utm_campaign=residentlounge

Top URLs in Tweet in G3:
[38] http://www.bmj.com/content/357/bmj.j3129
[29] http://www.bmj.com/content/bmj/suppl/2017/07/06/bmj.j2861.DC1/ahmj300517.wi.pdf
[27] http://www.bmj.com/content/358/bmj.j3115
[22] http://www.bmj.com/content/358/bmj.j2854
[22] http://blogs.bmj.com/bmj/2017/07/05/lucinda-hiam-grenfell-survivors-shouldnt-be-afraid-to-go-to-hospital/
[21] http://www.bmj.com/content/357/bmj.j2835
[21] http://www.bmj.com/content/358/bmj.j2856
[20] http://www.bmj.com/content/358/bmj.j3208
[20] http://www.bbc.co.uk/news/health-40485724
[17] http://blogs.bmj.com/bmj/2017/07/05/tessa-richards-terms-of-engagement-for-patient-participation/

Top URLs in Tweet in G4:
[67] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fseries%2Fgermany&rc=0&code=lancet-site
[59] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2931751-8%2Ffulltext&rc=0&code=lancet-site
[56] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2931803-2%2Ffulltext&rc=0&code=lancet-site
[49] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2931746-4%2Ffulltext&rc=0&code=lancet-site
[42] http://www.bmj.com/content/358/bmj.j3301
[32] http://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2017.7423?utm_source=TWITTER&utm_medium=social_jn&utm_term=948139532&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39028941
[26] http://blogs.bmj.com/bmj/2017/07/05/jonathan-glass-is-herd-thinking-in-medical-training-leading-us-astray/
[26] http://www.bmj.com/content/358/bmj.j3226
[23] http://blogs.bmj.com/bmj/2017/07/06/mary-e-black-creating-a-path-for-organ-donation/
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2931612-4%2Ffulltext&rc=0&code=lancet-site

Top URLs in Tweet in G5:
[59] http://jamanetwork.com/journals/jama/fullarticle/2636710?utm_source=TWITTER&utm_medium=social_jn&utm_term=958010157&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39316984
[45] http://jamanetwork.com/journals/jama/fullarticle/2456172?utm_source=TWITTER&utm_medium=social_jn&utm_term=958010156&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39316983
[38] http://jamanetwork.com/journals/jamasurgery/fullarticle/2634515?utm_source=TWITTER&utm_medium=social_jn&utm_term=959323487&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39344237
[35] http://jamanetwork.com/journals/jama/article-abstract/2635610
[27] http://traffic.libsyn.com/jamaclinicalreviews/Penicillin_Allergy--It_s_Less_Common_Than_You_Think.mp3?dest-id=274040&utm_source=dlvr.it&utm_medium=twitter
[22] http://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2017.6510?utm_source=TWITTER&utm_medium=social_jn&utm_term=948187428&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39031298
[22] https://www.thoracic.org/statements/resources/cc/choosing-wisely-critical-care-list.pdf
[17] http://jamanetwork.com/journals/jamaoncology/fullarticle/2427491?utm_source=TWITTER&utm_medium=social_jn&utm_term=959354209&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39344991
[17] http://jamanetwork.com/learning/audio-player/14542041?utm_source=TWITTER&utm_medium=social_jn&utm_term=963763938&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39421227
[17] http://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2017.7276?utm_source=TWITTER&utm_medium=social_jn&utm_term=948187235&utm_content=content_engagement|article_engagement&utm_campaign=article_alert&linkId=39031283

Top URLs in Tweet in G6:
[48] https://phys.org/news418474760.html
[27] http://annals.org/aim/article/2635041/letter-new-interns
[21] https://medicalxpress.com/news418489458.html
[21] https://www.rothamsted.ac.uk/articles/still-not-clear-bees
[17] http://www.nature.com/nature/journal/v546/n7660/full/546598a.html?WT.mc_id=TWT_NA_1706_FHBOOKSARTSGLOBALHEALTH_PORTFOLIO
[16] https://phys.org/news418666930.html
[15] http://annals.org/aim/article/2635014/annals-graphic-medicine-internship
[14] https://phys.org/news418369505.html
[14] https://phys.org/news418470684.html
[13] http://annals.org/aim/article/2635326/relationship-health-insurance-mortality-lack-insurance-deadly

Top URLs in Tweet in G7:
[2] https://www.nytimes.com/2017/06/12/health/obesity-study-10-percent-globally.html
[1] https://twitter.com/dgomezfabbrizzi/status/883774801759875073
[1] https://twitter.com/dgomezfabbrizzi/status/882630222885126145
[1] https://www.sciencedaily.com/releases/2017/07/170706143105.htm
[1] https://www.sciencedaily.com/releases/2017/06/170630105013.htm
[1] https://3dprintingindustry.com/news/seems-fishy-3d-printing-shrimp-holds-key-self-healing-wearables-117716/?goal=0_695d5c73dc-fba4f82bad-64663381
[1] https://twitter.com/i/web/status/883115465974976512
[1] http://www.legalscoops.com/can-gene-testing-labs-sued-medical-malpractice/
[1] http://www.medscape.com/viewarticle/882210?nlid=116250_1842&src=WNL_mdplsfeat_170704_mscpedit_wir&uac=240422CJ&spon=17&impID=1383053&faf=1
[1] https://blog.angelmd.co/startup-spotlightnoninvasixmonitoring/

Top URLs in Tweet in G8:
[3] http://www.nejm.org/doi/pdf/10.1056/NEJMp1702071?cookieSet=1
[2] https://twitter.com/chrismurphyct/status/880817104135610368
[1] https://twitter.com/i/web/status/883503619500371970
[1] https://twitter.com/i/web/status/883511042449473536
[1] https://twitter.com/i/web/status/883519512301252609
[1] https://twitter.com/i/web/status/883505652013948928
[1] http://senseaboutscience.org/activities/maddox-nominations/
[1] http://www.bmj.com/content/358/bmj.j2861
[1] https://twitter.com/i/web/status/881683125788606465
[1] https://twitter.com/i/web/status/882598423224082432

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/868172757703553025
[1] https://twitter.com/i/web/status/883216465293344769
[1] https://twitter.com/i/web/status/879035664448319488

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/883316930433744897

Top Domains
Top Domains in Tweet in Entire Graph:
[2244] nejm.org
[1614] twitter.com
[1608] nature.com
[935] bmj.com
[868] jamanetwork.com
[574] elsevierhealth.com
[178] annals.org
[135] phys.org
[126] rdcu.be
[100] thelancet.com

Top Domains in Tweet in G1:
[1271] nature.com
[285] twitter.com
[98] rdcu.be
[43] senseaboutscience.org
[21] fb.me
[14] medicalxpress.com
[12] okt.to
[11] nejm.org
[11] youtube.com
[10] abc.es

Top Domains in Tweet in G2:
[1684] nejm.org
[274] twitter.com
[161] nature.com
[73] jamanetwork.com
[27] bmj.com
[21] annals.org
[15] ft.com
[13] rdcu.be
[7] technologyreview.com
[7] rochester.edu

Top Domains in Tweet in G3:
[544] bmj.com
[404] twitter.com
[92] nejm.org
[27] jamanetwork.com
[21] co.uk
[13] nature.com
[11] elsevierhealth.com
[10] annals.org
[9] org.uk
[5] jwatch.org

Top Domains in Tweet in G4:
[522] elsevierhealth.com
[327] bmj.com
[294] nejm.org
[265] twitter.com
[167] jamanetwork.com
[96] thelancet.com
[45] jwatch.org
[33] nature.com
[18] annals.org
[11] elsevier.com

Top Domains in Tweet in G5:
[574] jamanetwork.com
[157] twitter.com
[120] nejm.org
[31] libsyn.com
[24] bmj.com
[22] thoracic.org
[17] nature.com
[16] obgproject.com
[10] nytimes.com
[9] elsevierhealth.com

Top Domains in Tweet in G6:
[125] annals.org
[125] phys.org
[72] nature.com
[38] twitter.com
[35] medicalxpress.com
[29] nejm.org
[21] jamanetwork.com
[21] ac.uk
[9] rdcu.be
[9] vox.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] nytimes.com
[2] sciencedaily.com
[1] 3dprintingindustry.com
[1] legalscoops.com
[1] medscape.com
[1] angelmd.co
[1] nejm.org

Top Domains in Tweet in G8:
[55] twitter.com
[4] nejm.org
[1] senseaboutscience.org
[1] bmj.com
[1] time.com
[1] scoop.it
[1] forbes.com

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[424] globalhealth
[291] researchhighlight
[232] health
[185] cancer
[171] weightloss
[168] germany
[167] physicalactivity
[166] wellness
[137] g20
[129] bmjresearch



Top Hashtags in Tweet in G1:
[264] researchhighlight
[62] cancervaccine
[51] melanoma
[45] g20
[38] ai
[34] crispr
[28] 2020dontbelate
[21] climate
[20] biontech
[17] tcga

Top Hashtags in Tweet in G2:
[190] globalhealth
[85] obesity
[63] cancer
[53] clinicaltrials
[42] diabetes
[42] pregnancy
[42] pre
[37] geriatrics
[36] t2d
[34] nejmarchive

Top Hashtags in Tweet in G3:
[83] bmjresearch
[54] cancer
[53] bmjeditorial
[51] nhs
[48] bmjopinion
[39] grenfell
[37] bmjeducation
[31] dementia
[28] bmjdebate
[19] isdm2017

Top Hashtags in Tweet in G4:
[199] globalhealth
[157] germany
[86] g20
[69] health
[61] publichealth
[60] g20ham17
[52] nhs
[49] foodcanfixit
[41] climatechange
[39] bmjresearch

Top Hashtags in Tweet in G5:
[134] weightloss
[130] health
[130] physicalactivity
[128] wellness
[49] penicillin
[47] t1d
[38] hyperparathyroidism
[28] insulin
[28] allergy
[24] hypoglycemia

Top Hashtags in Tweet in G6:
[49] chip
[49] datastorage
[31] cancer
[21] bees
[21] neonics
[21] sustainability
[21] foodsecurity
[18] cells
[16] chemical
[16] reaction

Top Hashtags in Tweet in G8:
[3] cambigdatamedicineconf
[1] candida
[1] healthcare
[1] hepatitisc
[1] hcv
[1] porousboundaries

Top Hashtags in Tweet in G9:
[2] weather
[2] rainbow
[2] shivapuri
[2] nepal
[1] waterbirds
[1] coots
[1] 500pxrtg
[1] streetlife
[1] streetphotography

Top Hashtags in Tweet in G10:
[33] nature
[33] photography
[33] green
[33] happyday
[33] life
[33] beauty
[33] flower

Top Words
Top Words in Tweet in Entire Graph:
[8132] Words in Sentiment List#1: Positive
[8632] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[271604] Non-categorized Words
[288368] Total Words
[5676] nature
[4265] bmj_latest
[3399] nejm
[2264] jama_current
[2023] https

Top Words in Tweet in G1:
[4563] nature
[759] galka_max
[730] humans
[714] spread
[709] globe
[419] cell
[367] personalized
[355] cancer
[317] climate
[313] single

Top Words in Tweet in G2:
[2444] nejm
[409] article
[375] clinical
[350] original
[326] health
[318] obesity
[314] nature
[301] nejmres360
[289] overweight
[286] new

Top Words in Tweet in G3:
[2415] bmj_latest
[553] https
[364] fgodlee
[280] health
[265] medical
[209] s
[207] study
[205] evidence
[203] people
[189] patients

Top Words in Tweet in G4:
[1607] bmj_latest
[1402] thelancet
[629] https
[488] health
[421] new
[388] nejm
[334] jama_current
[281] care
[257] more
[235] disease

Top Words in Tweet in G5:
[1514] jama_current
[375] https
[269] w
[218] exercise
[216] stress
[216] mindfulness
[216] reduction
[213] health
[206] pts
[205] cbt

Top Words in Tweet in G6:
[363] nature
[225] annalsofim
[155] new
[123] physorg_com
[69] nejm
[64] cancer
[63] https
[62] chip
[57] medical
[55] computing

Top Words in Tweet in G7:
[5] amermedicalassn
[5] nejm
[4] million
[4] thelancet
[3] jama_current
[3] brasilmagic
[3] profplum15
[3] winsorjohn
[2] cunninghamgrp
[2] study

Top Words in Tweet in G8:
[103] nejm
[86] bensasse
[81] haroldpollack
[59] post_truth_era
[16] slate
[15] ak49at
[11] idstewardship
[9] medicaid
[8] body
[8] find

Top Words in Tweet in G9:
[12] nature
[5] natureuk
[4] travelleisure
[4] travel
[4] insectweek
[4] naturesultans
[4] flies
[3] naturenps
[3] natures_voice
[3] wendyward7

Top Words in Tweet in G10:
[65] ahlia_j
[65] nature
[33] photography
[33] green
[33] happyday
[33] life
[33] beauty
[33] flower
[33] omniajen
[33] alexa_j9

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[717] spread,globe
[716] humans,spread
[713] globe,nature
[710] galka_max,humans
[473] original,article
[447] nejm,original
[346] nejm,clinical
[315] overweight,obesity
[303] news,views
[302] nature,news

Top Word Pairs in Tweet in G1:
[708] spread,globe
[707] humans,spread
[704] globe,nature
[701] galka_max,humans
[248] nature,news
[247] news,views
[175] single,cell
[159] climate,change
[133] nature,editorial
[119] free,service

Top Word Pairs in Tweet in G2:
[350] original,article
[325] nejm,original
[288] nejm,clinical
[256] subclinical,hypothyroidism
[231] overweight,obesity
[231] clinical,pearls
[231] pearls,morning
[231] morning,reports
[204] reports,subclinical
[204] hypothyroidism,nejmres360

Top Word Pairs in Tweet in G3:
[152] glass,ceiling
[110] medical,royal
[110] royal,colleges
[110] colleges,now
[110] now,led
[109] led,women
[107] medical,leaders
[106] female,medical
[104] 8,medical
[103] bmj's,editor

Top Word Pairs in Tweet in G4:
[95] thelancet,germany
[91] new,thelancet
[73] big,data
[69] bmj_latest,despite
[66] snake,bite
[65] despite,cleverness
[65] access,individual's
[65] individual's,experience
[65] experience,face
[65] face,disease

Top Word Pairs in Tweet in G5:
[212] stress,reduction
[210] exercise,mindfulness
[145] mindfulness,based
[145] based,stress
[143] treatments,anxiety
[142] reduction,1st
[142] 1st,line
[142] line,treatments
[141] jama_current,exercise
[138] anxiety,move

Top Word Pairs in Tweet in G6:
[54] three,dimensional
[49] dimensional,chip
[49] chip,combines
[49] combines,computing
[49] computing,datastorage
[49] datastorage,nature
[48] physorg_com,three
[37] letter,new
[29] new,study
[26] erictopol,letter

Top Word Pairs in Tweet in G7:
[3] brasilmagic,profplum15
[2] nejm,study
[2] study,finds
[2] finds,nearly
[2] nearly,604
[2] 604,million
[2] million,adults
[2] adults,108
[2] 108,million
[2] million,children

Top Word Pairs in Tweet in G8:
[80] bensasse,haroldpollack
[79] haroldpollack,nejm
[59] post_truth_era,bensasse
[15] ak49at,bensasse
[15] nejm,slate
[8] body,find
[8] find,2002
[8] 2002,nejm
[8] nejm,pub
[8] pub,mycobacteria

Top Word Pairs in Tweet in G9:
[4] travelleisure,travel
[4] insectweek,natureuk
[4] natureuk,nature
[4] nature,naturesultans
[4] naturesultans,flies
[3] wendyward7,insectweek
[2] kashmir,beauty
[2] beauty,pakistan
[2] pakistan,nature
[2] nature,naturenews

Top Word Pairs in Tweet in G10:
[33] nature,photography
[33] photography,green
[33] green,happyday
[33] happyday,life
[33] life,beauty
[33] beauty,flower
[33] flower,omniajen
[33] omniajen,ahlia_j
[33] ahlia_j,alexa_j9
[33] alexa_j9,tabletwallpaper

Top Replied-To
Top Replied-To in Entire Graph:
@bmj_latest
@nature
@nejm
@post_truth_era
@thelancet
@jeremy_hunt
@galka_max
@luisaomielan
@pjduibhir
@erictopol

Top Replied-To in G1:
@nature
@galka_max
@badfishranch
@sjorsscheres
@ajplus
@kenneth_mno
@silderob
@unfccc
@zlabe
@zeqiraj

Top Replied-To in G2:
@nejm
@erictopol
@agoodmanbacon
@skathire
@prestonlewis8
@bmj_latest
@vilavaite
@marklewismd
@rielymd
@musclebrain101

Top Replied-To in G3:
@bmj_latest
@jeremy_hunt
@luisaomielan
@thelancet
@coyneoftherealm
@fairmileheed
@fgodlee
@owenboswarva
@rcpchpresident
@nicktriggle

Top Replied-To in G4:
@bmj_latest
@thelancet
@drmarktaubert
@lucy_selman
@kidneycancersn
@gmacscotland
@katemasters67
@robbiepreece
@philaberry
@nature

Top Replied-To in G5:
@pjduibhir
@susannormaokee1
@horsebox1986
@daniel17643
@jama_current
@niamhnolan8
@dougkalmanphdrd
@yalemed
@claffe_john
@nejm

Top Replied-To in G6:
@nejm
@physorg_com
@annalsofim
@toates_19
@naturenews
@mike_natter
@avik
@solidfooting
@bas_news
@bendean1979

Top Replied-To in G7:
@jama_current
@ashrmaha
@medtechawards

Top Replied-To in G8:
@post_truth_era
@ak49at
@bensasse
@idstewardship
@costtarozza
@scopeforcash
@mdaware
@haroldpollack
@aslavitt
@mattvandyk

Top Replied-To in G9:
@essexwildlife
@buzz_dont_tweet
@insectweek

Top Mentioned
Top Mentioned in Entire Graph:
@nature
@bmj_latest
@nejm
@jama_current
@thelancet
@galka_max
@fgodlee
@nejmres360
@annalsofim
@erictopol

Top Mentioned in G1:
@nature
@galka_max
@cfigueres
@ajplus
@mmw_lmw
@danafarber
@michelgoed
@irena
@sjorsscheres
@jrockstrom

Top Mentioned in G2:
@nejm
@nature
@nejmres360
@jama_current
@erictopol
@us_fda
@nih
@bmj_latest
@sgottliebfda
@scrippsstsi

Top Mentioned in G3:
@bmj_latest
@fgodlee
@nejm
@thelancet
@jeremy_hunt
@will_s_t
@dotw_uk
@jbfreer
@rcpchpresident
@lu_hiam

Top Mentioned in G4:
@bmj_latest
@thelancet
@nejm
@jama_current
@ilonakickbusch
@who
@iona_heath
@junaidnabimd
@fgodlee
@nature

Top Mentioned in G5:
@jama_current
@nejm
@niamhnolan8
@bmj_latest
@pjduibhir
@daniel17643
@susannormaokee1
@erictopol
@thelancet
@nature

Top Mentioned in G6:
@nature
@annalsofim
@physorg_com
@nejm
@mit
@jama_current
@mike_natter
@sciencemagazine
@erictopol
@medical_xpress

Top Mentioned in G7:
@amermedicalassn
@nejm
@thelancet
@brasilmagic
@profplum15
@winsorjohn
@cunninghamgrp
@n
@atheistdoc71
@jama_current

Top Mentioned in G8:
@nejm
@bensasse
@haroldpollack
@slate
@idstewardship
@gallup
@sidpharm
@mmpharmd
@blandman19
@kisgenuf

Top Mentioned in G9:
@nature
@natureuk
@travelleisure
@travel
@naturesultans
@flies
@naturenps
@natures_voice
@wendyward7
@insectweek

Top Mentioned in G10:
@ahlia_j
@omniajen
@tabletwallpaper
@fbcoverstar
@nature

Top Tweeters
Top Tweeters in Entire Graph:
@steelslayermatt
@arkangelscrap
@qxnews
@rgbookworld
@wildehorse68
@roomeezon
@startuprealtime
@frenchredfrog
@revolution_fr
@g1

Top Tweeters in G1:
@arkangelscrap
@ginniasa
@sectest9
@delta
@lehimesa
@markplackett1
@monakinkcurlz
@_cymatics_
@djrae1981
@valaafshar

Top Tweeters in G2:
@steelslayermatt
@g1
@farmfairycrafts
@nneusj
@ottlegalrebels
@itknowingness
@bellesapepper37
@octavianotatau
@canisgallicus
@lglwry

Top Tweeters in G3:
@revolution_fr
@s9tmt
@asher_wolf
@dr_shibley
@sallyrmelb
@dominiquevanpee
@hazelglasgow
@kcarruthers
@kimvie
@allofmcr

Top Tweeters in G4:
@roomeezon
@startuprealtime
@semanticearth
@edinburghwatch
@chidambara09
@allchanges
@nytimes
@sydnets
@syriatweeten
@nrgrenaissance

Top Tweeters in G5:
@frenchredfrog
@paxnostrum
@starpratama
@815wrldtrvlr
@calvinswine905
@narries
@sakaueto
@hawaiipeople
@cbcnews
@saudi_pharma

Top Tweeters in G6:
@qxnews
@chrisbrey1
@pvalsfr
@kellyryanobrien
@sandyc1772
@vichalhey
@forgerat
@sd_ag_labs
@newfoldermedia
@jrweaver55

Top Tweeters in G7:
@tzar_marc
@athe1stp0wer
@brasilmagic
@fifacom
@worship_maniac
@profplum15
@reuterstech
@american_heart
@sciencenews
@amermedicalassn

Top Tweeters in G8:
@slate
@mdaware
@everlong554
@sesiegler
@haroldpollack
@trenchtowntweet
@mattvandyk
@kirstie_j
@rodneyrohde
@barackobama

Top Tweeters in G9:
@weatherchannel
@travelleisure
@wildlife_uk
@bbcweather
@scheerenberger
@natures_voice
@4deerhound
@natureuk
@mothernaturenet
@wildlifetrusts

Top Tweeters in G10:
@wildehorse68
@tabletwallpaper
@omniajen
@wallpapersuk
@felic_palma
@andy4xtrader
@nature_blogs
@fxcovers
@natureexcites
@10wallpapers