#ADA2019, Twitter, 6/13/2019 3:25:13 AM, 199865


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#ADA2019_2019-06-12_15-43-55.xlsx
#ADA2019_2019-06-12_15-43-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 13, 2019
Short Description:
#ADA2019 via NodeXL http://bit.ly/2RkV9tL
@amdiabetesassn
@cristobmorales
@sfdiabete
@glucotoxicidad
@erictopol
@ada_diabetespro
@nejm
@thelancetendo
@danieljdrucker
@mbotana

Top hashtags:
#ada2019
#diabetes
#2019ada
#t2d
#t1d
#languagematters
#dt1
#type2diabetes

Description:
Description
The graph represents a network of 5,313 Twitter users whose recent tweets contained "#ADA2019", 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, 13 June 2019 at 01:50 UTC.

The tweets in the network were tweeted over the 4-day, 7-hour, 30-minute period from Saturday, 08 June 2019 at 15:12 UTC to Wednesday, 12 June 2019 at 22:43 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 : 5313
Unique Edges : 12059
Edges With Duplicates : 14286
Total Edges : 26345
Self-Loops : 2979
Reciprocated Vertex Pair Ratio : 0.0530764271900294
Reciprocated Edge Ratio : 0.100802611889539
Connected Components : 160
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 5017
Maximum Edges in a Connected Component : 25988
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.657238
Graph Density : 0.00052092900115425
Modularity : 0.356805
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://www.nejm.org/doi/full/10.1056/NEJMoa1900906
[60] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)31271-1/fulltext
[51] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30263-8/fulltext
[44] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30154-2/fulltext
[43] http://care.diabetesjournals.org/content/early/2019/06/07/dci19-0028
[35] https://www.nejm.org/doi/full/10.1056/NEJMoa1902226
[35] https://www.elmundo.es/ciencia-y-salud/salud/2019/06/08/5cfa635a21efa07a4f8b458b.html
[33] https://link.springer.com/article/10.1007/s00125-019-4894-1
[30] http://www.phri.ca/REWIND/media/Slides%20from%20REWIND%20ADA%20Presentation%20June%209%20-2019.pptx
[28] https://www.thelancet.com/pb-assets/Lancet/pdfs/S2213858719301809.pdf

Top URLs in Tweet in G1:
[57] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)31271-1/fulltext
[45] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30263-8/fulltext
[42] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30154-2/fulltext
[37] http://care.diabetesjournals.org/content/early/2019/06/07/dci19-0028
[31] https://www.elmundo.es/ciencia-y-salud/salud/2019/06/08/5cfa635a21efa07a4f8b458b.html
[29] http://www.phri.ca/REWIND/media/Slides%20from%20REWIND%20ADA%20Presentation%20June%209%20-2019.pptx
[26] https://www.endocrinologyadvisor.com/home/conference-highlights/ada-79th-scientific-sessions-2019/empagliflozin-may-reduce-liver-fat-content-in-patients-with-type-2-diabetes/
[25] https://www.thelancet.com/pb-assets/Lancet/pdfs/S2213858719301809.pdf
[24] https://onlinelibrary.wiley.com/doi/full/10.1111/joim.12920
[24] https://www.carmelinatrial.com/carolina-trial.html

Top URLs in Tweet in G2:
[17] https://diyps.org/2019/06/03/presentations-and-poster-content-from-danamlewis-at-ada2019/
[11] https://beyondtype2.org/breaking-news-from-ada-2019/
[8] https://www.businesswire.com/news/home/20190609005027/en/Tandem-Diabetes-Care-Reports-Positive-Results-Studies
[7] https://link.springer.com/article/10.1007/s00125-019-4894-1
[7] https://www.touchendocrinology.com/
[6] http://care.diabetesjournals.org/content/early/2019/06/07/dci19-0028
[5] https://twitter.com/RenzaS/status/1137803653455069184
[5] https://twitter.com/diabetesalish/status/1137876152872161280
[5] https://beyondtype1.org/breaking-news-from-ada2019/
[5] https://twitter.com/beyondtype1/status/1137737751275511809

Top URLs in Tweet in G3:
[14] http://www.facebook.com/AmericanHeart
[5] http://spr.ly/error?url=ipy6
[5] https://eurekalert.org/pub_releases/2019-06/cnhs-umt052819.php
[4] https://twitter.com/DikemanDave/status/1118047447702327296
[3] http://www.diabetes.org/newsroom/press-releases/2019/new-recommendations-for.html
[3] https://twitter.com/anelucas/status/1137871668465086464
[3] https://www.medpagetoday.com/meetingcoverage/ADA?trw=no
[3] https://diabetesvoice.org/en/news/ada-2019-biggest-announcements/
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa1900906
[2] https://www.novonordisk-us.com/media/news-releases.html?122966

Top URLs in Tweet in G4:
[65] https://www.nejm.org/doi/full/10.1056/NEJMoa1900906
[14] https://www.nejm.org/doi/full/10.1056/NEJMoa1902226
[13] https://www.nejm.org/doi/full/10.1056/NEJMe1907458
[6] https://www.nejm.org/doi/full/10.1056/NEJMoa1900906?query=featured_home
[5] https://www.nejm.org/doi/full/10.1056/NEJMe1906815
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa1902226?query=featured_home
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa1901118
[2] https://threadreaderapp.com/thread/1137774702573654017.html
[2] http://news.vumc.org/2019/06/09/study-drug-delays-type-1-diabetes-in-high-risk-children-and-adults/
[2] https://www.janssen.com/world-without-disease-accelerator/

Top URLs in Tweet in G5:
[1] https://link.springer.com/article/10.1007/s00125-019-4894-1

Top URLs in Tweet in G6:
[8] https://thenevadaindependent.com/article/second-annual-report-reveals-costs-profits-associated-with-manufacture-sale-of-diabetes-drugs
[5] https://people.com/politics/rising-insulin-prices-deadly-consequences-for-diabetics/?fbclid=IwAR2yq3nGXr_GJeqiwM2ypMJMAGNoMGfUONTkiJ_ZaZ0xzlzuhyExmE9jPJI
[3] https://twitter.com/5K_ADA/status/1137045731905220608
[3] https://twitter.com/jeffdachis/status/1137723689829511168
[3] https://www.healthline.com/diabetesmine/bluhale-tech-and-afrezza?utm_source=twitter&utm_medium=social&utm_campaign=diabetesmineom&utm_term=Afrezza&utm_content=Technology+News
[2] https://people.com/politics/rising-insulin-prices-deadly-consequences-for-diabetics/amp/?__twitter_impression=true
[2] https://twitter.com/BeyondType1/status/1137755014355488770
[2] https://twitter.com/danielj_west/status/1138227038802698241
[1] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30154-2/fulltext
[1] https://www.ada5k.com/

Top URLs in Tweet in G7:
[16] https://abcd.care/dtn/education
[15] https://link.springer.com/article/10.1007/s00125-019-4894-1
[2] https://twitter.com/BeyondType1/status/1137407586062364672
[2] https://twitter.com/medscapeendo/status/1137875276745121792
[2] https://twitter.com/KellyRawlings/status/1138466272360845313
[2] https://twitter.com/medscapeendo/status/1138601813329031168
[1] https://www.symplur.com/healthcare-hashtags/ADA2019/analytics/?hashtag=ADA2019&fdate=6%2F4%2F2019&shour=16&smin=30&tdate=6%2F12%2F2019&thour=9&tmin=45
[1] https://twitter.com/DiabetesMine/status/1137755927325450240
[1] https://twitter.com/parthaskar/status/1137866789021454336
[1] https://twitter.com/revolvecomics/status/1138104293213515776

Top URLs in Tweet in G8:
[3] https://www.healio.com/family-medicine/diabetes/news/online/%7Bd49b0577-4ed8-48b8-bb04-159539909d8e%7D/weight-loss-behavior-change-prevents-changeover-from-prediabetes-to-type-2-diabetes?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[2] https://www.mdedge.com/cardiology/article/202554/diabetes/how-reverse-type-2-diabetes-crash-diet-direct-approach
[2] https://www.mdedge.com/endocrinology/article/202554/diabetes/how-reverse-type-2-diabetes-crash-diet-direct-approach
[2] https://twitter.com/renmatt1a/status/1137370740313993216
[2] https://www.mdedge.com/endocrinology/article/202556/diabetes/immunotherapy-drug-teplizumab-may-stall-onset-type-1-diabetes
[2] https://www.healio.com/family-medicine/diabetes/news/online/%7Be9298cd0-d179-4bf0-9e95-d543c92730e0%7D/vitamin-d-fails-at-diabetes-prevention?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[2] https://www.healio.com/family-medicine/diabetes/news/online/%7Bf86e89ae-a034-42a4-8805-7f3ec704e8cc%7D/ertugliflozin-oral-semaglutide-produce-positive-results-in-type-2-diabetes?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[1] http://www.boehringer-ingelheim.com/press-release/CAROLINA-full-data
[1] http://www.boehringer-ingelheim.com/press-release/type-2-diabetes-cardiorenal-post-hoc-analysis
[1] http://hugin.info/152918/R/2245804/887201.pdf

Top URLs in Tweet in G9:
[3] https://professional.diabetes.org/scientific-sessions
[2] https://lnkd.in/eu4aDHY
[1] https://twitter.com/drsuek/status/1137369771110875136
[1] http://care.diabetesjournals.org/content/42/5/731
[1] http://fal.cn/4Tag
[1] https://www.medscape.com/viewarticle/914136
[1] https://www.adameetingnews.org/ada-2019-special-events/?utm_source=facebook&utm_medium=social&utm_campaign=ADA-2019-Preview2-medMtg.News&utm_content=link-share
[1] https://lnkd.in/eCTpnJY
[1] https://www.instagram.com/p/Byekdb-g-Ga/?igshid=1rpdqmyyysxq
[1] https://www.instagram.com/p/ByflsGWBdtkFVGTKTIDHt0_pJ0S-kGQ4h93w9c0/?igshid=779t0arardvc

Top URLs in Tweet in G10:
[3] https://twitter.com/MDMagazine/status/1138116404224385024
[3] https://investor.amarincorp.com/news-releases/news-release-details/correcting-and-replacing-amarin-present-findings-regarding
[2] https://www.gethealthystayhealthy.com/articles/7-ways-you-can-help-someone-with-diabetes
[2] https://www.fiercepharma.com/pharma/astrazeneca-s-farxiga-scores-kidney-outcomes-study
[2] https://www.fiercepharma.com/marketing/sanofi-s-toujeo-tops-novo-nordisk-s-tresiba-tough-to-treat-diabetes-subgroup
[2] https://www.fiercepharma.com/pharma/ada-j-j-s-struggling-invokana-slashes-heart-kidney-risks-latest-trial-win
[2] https://disruptivetr.com/2019/06/09/teplizumab-prvb-initiation/
[2] http://www.bioworld.com/content/fractyl-reverses-insulin-dependence-t2-diabetes-dmr-glp-1-combo
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa1902226
[2] https://www.evaluate.com/vantage/articles/events/conferences/ada-2019-provention-claims-success-where-lilly-failed

Top Domains
Top Domains in Tweet in Entire Graph:
[630] twitter.com
[336] thelancet.com
[210] nejm.org
[133] adameetingnews.org
[131] diabetesjournals.org
[109] medscape.com
[71] endocrinologyadvisor.com
[61] diabetes.org
[56] healio.com
[45] wiley.com

Top Domains in Tweet in G1:
[305] thelancet.com
[210] twitter.com
[105] diabetesjournals.org
[72] nejm.org
[70] endocrinologyadvisor.com
[67] medscape.com
[46] healio.com
[41] adameetingnews.org
[40] wiley.com
[34] lilly.com

Top Domains in Tweet in G2:
[239] twitter.com
[86] adameetingnews.org
[28] ilmiodiabete.com
[27] thelancet.com
[18] nejm.org
[17] diyps.org
[16] diabetes.org
[15] myglu.org
[14] diabetesjournals.org
[12] beyondtype2.org

Top Domains in Tweet in G3:
[39] twitter.com
[17] medpagetoday.com
[14] facebook.com
[10] diabetes.org
[7] eurekalert.org
[5] diabetesjournals.org
[5] instagram.com
[5] spr.ly
[4] nejm.org
[3] novonordisk-us.com

Top Domains in Tweet in G4:
[109] nejm.org
[16] core-apps.com
[7] twitter.com
[3] vumc.org
[3] threadreaderapp.com
[2] janssen.com
[1] biomedcentral.com
[1] springer.com
[1] medscape.com
[1] mehmetgunata.com

Top Domains in Tweet in G5:
[1] springer.com

Top Domains in Tweet in G6:
[25] twitter.com
[8] thenevadaindependent.com
[7] people.com
[3] org.uk
[3] healthline.com
[1] thelancet.com
[1] ada5k.com
[1] businesswire.com
[1] fiercepharma.com
[1] fda.gov

Top Domains in Tweet in G7:
[31] twitter.com
[16] abcd.care
[15] springer.com
[3] diabetesselfmanagement.com
[3] co.uk
[2] thelancet.com
[1] symplur.com
[1] myglu.org
[1] readthedocs.io
[1] diyps.org

Top Domains in Tweet in G8:
[19] youtu.be
[9] healio.com
[8] mdedge.com
[3] twitter.com
[3] com.br
[2] boehringer-ingelheim.com
[2] medpagetoday.com
[1] hugin.info
[1] merck.com
[1] nejm.org

Top Domains in Tweet in G9:
[15] twitter.com
[11] lnkd.in
[8] instagram.com
[3] diabetes.org
[2] medscape.com
[2] adameetingnews.org
[2] crownbio.com
[2] fiercebiotech.com
[2] mdedge.com
[2] pharmastar.it

Top Domains in Tweet in G10:
[11] mdmag.com
[8] fiercepharma.com
[7] twitter.com
[5] evaluate.com
[4] nejm.org
[3] amarincorp.com
[3] gethealthystayhealthy.com
[2] diasome.com
[2] disruptivetr.com
[2] bioworld.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11346] ada2019
[2285] diabetes
[686] 2019ada
[514] t2d
[432] t1d
[284] languagematters
[249] dt1
[204] type2diabetes
[179] rewind
[147] ada209



Top Hashtags in Tweet in G1:
[4221] ada2019
[706] diabetes
[643] 2019ada
[205] t2d
[114] rewind
[92] latebreaking
[90] semaglutide
[90] pioneer4
[90] rewindtrial
[88] endopower

Top Hashtags in Tweet in G2:
[4363] ada2019
[755] diabetes
[257] languagematters
[220] t1d
[162] t2d
[81] type2diabetes
[64] immunotherapy
[60] type1diabetes
[60] cgm
[58] pwd

Top Hashtags in Tweet in G3:
[460] ada2019
[123] ada209
[80] diabetes
[27] t2d
[23] t1d
[10] insulin
[6] 2019ada
[6] revitadmr
[5] diabeteshoy
[5] teplizumab

Top Hashtags in Tweet in G4:
[279] diabetes
[170] ada2019
[18] vanderbiltatada
[14] vanderbilt
[7] latebreaking
[6] t2dm
[6] t1d
[5] insulin
[5] pioneer4
[4] sanfrancisco

Top Hashtags in Tweet in G5:
[242] dt1
[41] ada2019
[27] diabetotwitter
[9] dt2
[4] diabetes
[3] t1d
[1] pioneer4
[1] kidneydisease
[1] cardiotweeter
[1] t2d

Top Hashtags in Tweet in G6:
[269] ada2019
[45] insulin4all
[39] 5kada
[36] diabetes
[30] changingdiabetes
[23] tonyawards
[12] t1d
[9] diabetesawareness
[8] sanfrancisco
[8] t2d

Top Hashtags in Tweet in G7:
[229] ada2019
[69] t1d
[50] diabetes
[33] libre
[25] freestylelibre
[20] flashglucose
[18] edinburgh
[17] t2diabetes
[16] rewind
[15] freestyle

Top Hashtags in Tweet in G8:
[151] ada2019
[65] hcp
[49] diabetes
[32] focusona1c
[16] t2d
[13] type2diabetes
[13] diabetescare
[9] press
[7] type2
[4] chronickidneydisease

Top Hashtags in Tweet in G9:
[133] ada2019
[24] diabetes
[7] sanfrancisco
[5] diabetesdreamteam
[3] nash
[3] ada
[2] cv
[2] education
[2] t1d
[2] type1diabetes

Top Hashtags in Tweet in G10:
[139] ada2019
[41] diabetes
[13] insulin
[12] ascvd
[12] guideline
[8] t1d
[6] pharma
[5] clinicaltrials
[5] type1diabetes
[4] hdv

Top Words
Top Words in Tweet in Entire Graph:
[10540] Words in Sentiment List#1: Positive
[5781] Words in Sentiment List#2: Negative
[75] Words in Sentiment List#3: Angry/Violent
[365517] Non-categorized Words
[381838] Total Words
[11365] #ada2019
[2907] diabetes
[2292] #diabetes
[2185] 2
[1609] type

Top Words in Tweet in G1:
[4220] #ada2019
[1032] diabetes
[968] cristobmorales
[856] 2
[732] 1
[715] oral
[706] #diabetes
[700] type
[643] #2019ada
[522] drtinahones

Top Words in Tweet in G2:
[4359] #ada2019
[1066] diabetes
[762] #diabetes
[693] s
[624] people
[622] insulin
[463] 1
[457] t
[450] study
[449] dr

Top Words in Tweet in G3:
[459] #ada2019
[326] low
[298] carbohydrate
[296] amdiabetesassn
[171] great
[160] very
[138] d
[136] diabetes
[135] options
[133] using

Top Words in Tweet in G4:
[291] 2
[279] #diabetes
[266] risk
[206] high
[202] type
[187] years
[180] nejm
[180] antibody
[180] erictopol
[179] onset

Top Words in Tweet in G5:
[487] pour
[265] l
[260] sfdiabete
[249] à
[243] congrès
[243] 2
[242] ayant
[242] #dt1
[240] diabetologue
[240] américain

Top Words in Tweet in G6:
[269] #ada2019
[174] insulin
[125] teamnovonordisk
[97] jandelliott
[58] diabetes
[56] 1
[55] list
[52] lilly
[52] world
[49] needs

Top Words in Tweet in G7:
[229] #ada2019
[99] parthaskar
[75] diabetes
[70] drfrasergibb
[69] #t1d
[63] s
[53] dtn_uk
[50] #diabetes
[48] data
[45] 1

Top Words in Tweet in G8:
[151] #ada2019
[69] boehringer
[69] diabetes
[65] #hcp
[59] new
[49] #diabetes
[44] treatment
[39] people
[34] treatments
[32] #focusona1c

Top Words in Tweet in G9:
[133] #ada2019
[26] diabetes
[24] #diabetes
[14] san
[13] scientific
[13] sessions
[12] francisco
[11] poster
[10] ada
[10] great

Top Words in Tweet in G10:
[164] #ada2019
[46] diabetes
[41] #diabetes
[38] 1
[38] people
[34] study
[31] cardiovascular
[29] disease
[27] patients
[27] amarincorp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1023] type,2
[582] 2,diabetes
[527] type,1
[425] #ada2019,#2019ada
[382] oral,semaglutide
[381] 2,#diabetes
[351] high,risk
[348] low,carbohydrate
[300] glp,1
[299] 1,diabetes

Top Word Pairs in Tweet in G1:
[574] type,2
[408] #ada2019,#2019ada
[334] 2,diabetes
[311] oral,semaglutide
[265] #ada2019,diabetes_semi
[231] glp,1
[225] 2,#diabetes
[220] #2019ada,#ada2019
[191] now,#ada2019
[162] dietas,bajas

Top Word Pairs in Tweet in G2:
[245] type,1
[148] type,2
[139] closed,loop
[134] don,t
[113] 1,diabetes
[111] time,range
[97] diabetes,care
[93] beta,cell
[92] #languagematters,#ada2019
[81] anti,cd3

Top Word Pairs in Tweet in G3:
[293] low,carbohydrate
[150] very,low
[123] great,presentations
[123] presentations,#ada209
[123] #ada209,symposium
[123] symposium,providing
[123] providing,options
[123] options,using
[123] using,low
[123] carbohydrate,very

Top Word Pairs in Tweet in G4:
[206] high,risk
[176] delay,onset
[166] monoclonal,antibody
[165] 1st,drug
[165] drug,monoclonal
[165] antibody,delay
[164] onset,autoimmune
[164] risk,individuals
[164] individuals,2
[164] 2,years

Top Word Pairs in Tweet in G5:
[240] diabetologue,américain
[240] américain,congrès
[240] congrès,à
[240] à,paris
[240] paris,profité
[240] profité,pour
[240] pour,acheter
[240] acheter,l
[240] l,insuline
[240] insuline,pour

Top Word Pairs in Tweet in G6:
[48] eli,lilly
[48] lilly,needs
[48] needs,charge
[44] thing,live
[44] live,world
[44] world,insulin
[44] insulin,rationing
[44] rationing,premature
[44] premature,death
[44] death,insulin

Top Word Pairs in Tweet in G7:
[25] significant,improvement
[25] improvement,hba1c
[25] hba1c,people
[25] people,#t1d
[25] #t1d,using
[25] using,#freestylelibre
[25] #freestylelibre,see
[25] see,poster
[25] poster,#ada2019
[25] #ada2019,today

Top Word Pairs in Tweet in G8:
[60] boehringer,#hcp
[21] #hcp,new
[21] new,evidence
[21] evidence,approaches
[21] approaches,cross
[21] cross,functional
[21] functional,working
[21] working,healthcare
[21] healthcare,community
[21] community,help

Top Word Pairs in Tweet in G9:
[12] scientific,sessions
[12] san,francisco
[7] 79th,scientific
[6] american,diabetes
[6] diabetes,association
[5] #diabetes,#ada2019
[4] association,#ada2019
[4] #ada2019,#diabetes
[4] #diabetesdreamteam,#ada2019
[4] type,1

Top Word Pairs in Tweet in G10:
[27] cardiovascular,disease
[26] disease,1
[26] 1,cause
[26] cause,death
[26] death,people
[26] people,diabetes
[26] diabetes,applaud
[26] applaud,amdiabestesassn
[26] amdiabestesassn,#ada2019
[25] amarincorp,cardiovascular

Top Replied-To
Top Replied-To in Entire Graph:
@kellyrawlings
@renzas
@abdtahrani
@medscapeendo
@janespeight
@parthaskar
@amdiabetesassn
@danieljdrucker
@kamleshkhunti
@cristobmorales

Top Replied-To in G1:
@abdtahrani
@medscapeendo
@cristobmorales
@danieljdrucker
@dremarquezr
@parthaskar
@kidneydoc101
@kamleshkhunti
@cristinatejerap
@wendyburn

Top Replied-To in G2:
@kellyrawlings
@renzas
@janespeight
@annagloyn
@parthaskar
@amdiabetesassn
@yumcat
@medscapeendo
@tidepool_org
@beyondtype1

Top Replied-To in G3:
@theaace
@amdiabetesassn
@ethanjweiss
@dr__guess
@virtahealth
@jdrf
@4nomad
@davidludwigmd
@happyaraneta
@glucosedoc

Top Replied-To in G4:
@nuktevivek
@nada_kalaany
@jenmaizel
@markcantor
@chrisperryyork

Top Replied-To in G6:
@hanmipharma
@mannkindcorp
@novonordisk
@gubra
@jandelliott
@aaronneinstein

Top Replied-To in G7:
@danieljdrucker
@wilmotemma
@kamleshkhunti
@janekdickinson
@amdiabetesassn
@niddkgov
@alisonkirkdiab
@baogtran

Top Replied-To in G8:
@estiugarte

Top Replied-To in G10:
@renzas
@jandelliott
@loubasenese

Top Mentioned
Top Mentioned in Entire Graph:
@cristobmorales
@amdiabetesassn
@ada_diabetespro
@drtinahones
@danieljdrucker
@thelancetendo
@diabetes_semi
@cristinatejerap
@parthaskar
@mbotana

Top Mentioned in G1:
@cristobmorales
@drtinahones
@diabetes_semi
@thelancetendo
@cristinatejerap
@danieljdrucker
@mbotana
@drpatrickholmes
@thelancet
@parthaskar

Top Mentioned in G2:
@ada_diabetespro
@amdiabetesassn
@janespeight
@renzas
@kellyrawlings
@beyondtype1
@t1d_trialnet
@diabetesmine
@duk_research
@diabetesalish

Top Mentioned in G3:
@amdiabetesassn
@ethanjweiss
@dikemandave
@ada_diabetespro
@cadiulus
@american_heart
@chef_ronaldo
@theaace
@drtinahones
@medpageendo

Top Mentioned in G4:
@erictopol
@nejm
@ada_diabetespro
@thelancetendo
@vumcdiabetes
@thelancet
@vumc_insights
@amdiabetesassn
@ketonemics
@t1d_trialnet

Top Mentioned in G5:
@sfdiabete
@thelancetendo
@amdiabetesassn
@parthaskar
@danieljdrucker
@erictopol
@kamleshkhunti
@abdtahrani
@amarput
@pokrajacana

Top Mentioned in G6:
@jandelliott
@teamnovonordisk
@kidfears99
@amdiabetesassn
@5k_ada
@bbruggmd
@nsmithholt12
@phrma
@ahipcoverage
@guystu

Top Mentioned in G7:
@parthaskar
@drfrasergibb
@dtn_uk
@amdiabetesassn
@drpratikc
@abcdiab
@diabetologiajnl
@wilmotemma
@drp
@nhsdiabetesprog

Top Mentioned in G8:
@boehringer
@merck
@sanofi
@amdiabetesassn
@malexanderotto
@mdedgetweets
@themahaf
@uniofnottingham
@5k_ada
@cristobmorales

Top Mentioned in G9:
@iamkrysphan

Top Mentioned in G10:
@amarincorp
@mdmagazine
@pfizer
@diasome
@vantageanalysis
@cballantynemd
@jacobplieth
@amdiabetesassn
@realpatcampbell

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@jurylady5
@edinburghwatch
@evankirstel
@walmart
@guardian
@waweru
@threadreaderapp
@calcaware
@rigotordoc

Top Tweeters in G1:
@waweru
@rigotordoc
@saludhealthinfo
@thespec
@chichodisanto
@gladeolie
@hragy
@roylilley
@dpachon29
@mancunianmedic

Top Tweeters in G2:
@americanair
@jurylady5
@walmart
@calcaware
@nytimes
@theheraldsun
@nordstrom
@andrewmorrisuk
@nicconrads
@medicalquack

Top Tweeters in G3:
@guardian
@nxtstop1
@iamdrwill
@drferdowsi
@vincentartale
@margybargy
@diegonsalman
@evidencerobot
@peoplealchemist
@marciasgreen

Top Tweeters in G4:
@threadreaderapp
@drxaverius
@datagoodies
@tenebrisvacuum
@syawal
@monitor_ph
@philippesayous
@donnayoungdc
@jriske
@ferniemachado

Top Tweeters in G5:
@albi2103
@zetwitty
@anneeecke
@april19th1775
@medelguer
@looping_
@kristieperles
@percylegallois
@jl_vayssiere
@sable_60ch

Top Tweeters in G6:
@natricer
@thatshockratees
@gilmerhealthlaw
@goonrgrrl
@noratoriou5
@caitlinkellynyc
@shelton21660
@greggo1685
@kevdog
@mbohl07

Top Tweeters in G7:
@edinburghwatch
@exerciseworks
@anniecoops
@parthaskar
@richardblogger
@cmichaelgibson
@oceantragic
@nhsengland
@pharmrj
@bad_diabetic

Top Tweeters in G8:
@fimdejogo
@lomolapalma
@ajmuguia
@ladyeleanora
@elviraduranc
@ibn_berlin
@sdelgadoaros
@angelanovari
@uniofnottingham
@research_innova

Top Tweeters in G9:
@salutedomani
@crazyrxman
@jeaninedeal
@iamkrysphan
@t1djohnny
@medscapestudent
@immortal_kazuo
@bodylove247
@drjorgegama
@onmedicanews

Top Tweeters in G10:
@sherrilyn59
@mogulazam
@lynnea58
@matthewherper
@unc
@sales_js
@bioworld
@rajramaswamy
@ironcookies
@lipiddoc