Xeljanz, Twitter, 5/25/2019 8:02:47 AM, 197995


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Xeljanz_2019-05-24_16-28-15.xlsx
Xeljanz_2019-05-24_16-28-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2019
Short Description:
Xeljanz via NodeXL http://bit.ly/2HVkXIn
@pfizer
@aempsgob
@ema_news
@sanoysalvoblog
@tracinnasv
@michaelkuluva
@lelkens
@jccsg
@ansm
@melissa_850

Top hashtags:
#xeljanz
#rheumatoidarthritis
#tofacitinib
#pharmacovigilance
#pharma
#prac

Description:
Description
The graph represents a network of 1,225 Twitter users whose tweets in the requested range contained "Xeljanz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 May 2019 at 23:28 UTC.

The requested start date was Thursday, 23 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 82-day, 17-hour, 53-minute period from Friday, 01 March 2019 at 01:03 UTC to Wednesday, 22 May 2019 at 18:56 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 : 1225
Unique Edges : 1159
Edges With Duplicates : 611
Total Edges : 1770
Number of Edge Types : 3
Tweet : 607
Mentions : 955
Replies to : 208
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.017797552836485
Reciprocated Edge Ratio : 0.0349726775956284
Connected Components : 451
Single-Vertex Connected Components : 311
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 465
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.513695
Graph Density : 0.000610244097639056
Modularity : 0.598465
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.xeljanz.com
[13] https://www.redaccionmedica.com/secciones/industria/alerta-sanitaria-a-xeljanz-de-pfizer-por-motivos-de-seguridad-8462
[11] https://endpts.com/pfizers-blockbuster-safety-issue-jumps-the-atlantic-as-ema-launches-its-own-review-of-xeljanz/
[9] https://www.fda.gov/Drugs/DrugSafety/ucm631871.htm
[9] https://www.aemps.gob.es/informa/notasInformativas/medicamentosUsoHumano/seguridad/2019/NI_MUH_FV-7-2019-tofacitinib.htm
[8] https://www.ema.europa.eu/en/news/increased-risk-blood-clots-lungs-death-higher-dose-xeljanz-tofacitinib-rheumatoid-arthritis
[6] https://www.ema.europa.eu/en/news/restrictions-use-xeljanz-while-ema-reviews-risk-blood-clots-lungs
[6] https://endpts.com/ema-imposes-formal-limit-on-xeljanz-prescription-as-regulators-continue-to-review-safety-concerns/
[6] https://learn-more.mothertobaby.org/ra-fo/
[5] https://emergencydrug.com/drug/tofacitinib-5mg/

Top URLs in Tweet in G1:
[30] https://www.xeljanz.com
[6] https://www.fda.gov/Drugs/DrugSafety/ucm631871.htm
[4] https://endpts.com/pfizers-blockbuster-safety-issue-jumps-the-atlantic-as-ema-launches-its-own-review-of-xeljanz/
[4] https://www.ema.europa.eu/en/news/increased-risk-blood-clots-lungs-death-higher-dose-xeljanz-tofacitinib-rheumatoid-arthritis
[4] https://strokeandillnesss.home.blog/2019/03/25/treatments-for-ra-xeljanz-tofacitinib-citrate-safety-info/
[4] https://www.ema.europa.eu/en/news/restrictions-use-xeljanz-while-ema-reviews-risk-blood-clots-lungs
[4] https://www.aemps.gob.es/informa/notasInformativas/medicamentosUsoHumano/seguridad/2019/NI_MUH_FV-7-2019-tofacitinib.htm
[3] https://www.fiercepharma.com/pharma/ema-follows-fda-s-suit-to-reassess-pfizer-s-xeljanz-over-safety-concerns
[3] https://www.fiercepharma.com/marketing/does-pfizer-s-xeljanz-share-its-safety-issues-burgeoning-jak-class
[3] http://www.psychomedia.qc.ca/sante/2019-03-21/xeljanz-tofacitinib-polyarthrite-rhumatoide

Top URLs in Tweet in G2:
[3] https://www.aemps.gob.es/informa/notasInformativas/medicamentosUsoHumano/seguridad/2019/NI_MUH_FV-7-2019-tofacitinib.htm
[3] https://www.redaccionmedica.com/secciones/industria/alerta-sanitaria-a-xeljanz-de-pfizer-por-motivos-de-seguridad-8462
[1] https://www.cofm.es/es/comunicacion/alertas-y-retiradas/restricciones-provisionales-de-uso-por-motivos-de-seguridad-de-tofaci-tinib-xeljanz.html?idCategoria=0&fechaDesde=&texto=&fechaHasta=&tipo=0&
[1] https://www.aemps.gob.es/va/informa/notasInformativas/medicamentosUsoHumano/seguridad/2019/docs/NI_MUH_FV-7-2019-tofacitinib.pdf
[1] https://sinaem.agemed.es/CartasFarmacovigilanciaDoc/2019/DHPC-Xeljanz-Tofacitinib-27-3-19.pdf
[1] https://www.fda.gov/Drugs/DrugSafety/ucm632779.htm
[1] https://www.consalud.es/ecsalud/internacional/nuevos-problemas-para-pfizer-y-su-medicamento-para-la-artritis-reumatoide_60797_102.html
[1] http://www.auladelafarmacia.com/articulo/industria/alerta-farmaceutica-restricciones-provisionales-uso-tofacitinib-xeljanz-motivos-seguridad/20190517162255002784.html

Top URLs in Tweet in G3:
[1] https://www.fda.gov/Drugs/DrugSafety/ucm631871.htm

Top URLs in Tweet in G4:
[5] https://www.fundacionfemeba.org.ar/blog/farmacologia-7/post/drug-safety-update-mayo-2019-46755
[4] https://www.ema.europa.eu/en/news/increased-risk-blood-clots-lungs-death-higher-dose-xeljanz-tofacitinib-rheumatoid-arthritis
[3] https://www.medicijngebruik.nl/nieuwe-geneesmiddelen/nieuwOnderzoek/3907
[3] https://www.medicijngebruik.nl/nieuwe-geneesmiddelen/nieuwOnderzoek/3896/herpes-zoster-bij-tofacitinib-gebruik-en-comedicatie
[2] https://www.ema.europa.eu/en/news/meeting-highlights-pharmacovigilance-risk-assessment-committee-prac-13-16-may-2019
[2] https://www.ema.europa.eu/en/news/restrictions-use-xeljanz-while-ema-reviews-risk-blood-clots-lungs
[2] https://endpts.com/ema-imposes-formal-limit-on-xeljanz-prescription-as-regulators-continue-to-review-safety-concerns/
[1] https://www.cbg-meb.nl/actueel/nieuws/2019/03/28/verhoogd-risico-op-longembolie-en-overlijden-bij-gebruik-hogere-dosering-van-xeljanz-bij-reumapatienten
[1] https://www.cbg-meb.nl/actueel/nieuws/2019/05/20/inperking-gebruik-xeljanz-tijdens-herbeoordeling-risico-op-longembolie
[1] http://www.pmlive.com/pharma_news/gilead_and_galapagos_close_in_on_filing_for_xeljanz_rival_1282874#.XJ7pji1wu9E.twitter

Top URLs in Tweet in G6:
[3] https://www.fiercepharma.com/pharma/fda-alerts-public-to-dosing-risks-for-pfizer-s-xeljanz
[3] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3ZpZXdhcnRpY2xlLzkwOTU1MT9zcmM9c29jX3R3X3NoYXJl&ac=401
[2] https://www.medscape.com/viewarticle/909551?src=soc_tw_190227_mscpedt_news_mdscp_xeljanz&faf=1
[2] https://twitter.com/psufka/status/1110292480065449984
[2] https://twitter.com/RA_Guy/status/1104749814250655744
[1] https://www.fda.gov/Safety/MedWatch/SafetyInformation/SafetyAlertsforHumanMedicalProducts/UCM632016
[1] https://twitter.com/Dividivigirl/status/1100865817867096076

Top URLs in Tweet in G7:
[5] https://emergencydrug.com/drug/tofacitinib-5mg/
[1] https://emergencydrug.com/about-us/

Top URLs in Tweet in G8:
[6] https://endpts.com/pfizers-blockbuster-safety-issue-jumps-the-atlantic-as-ema-launches-its-own-review-of-xeljanz/
[4] https://endpts.com/ema-imposes-formal-limit-on-xeljanz-prescription-as-regulators-continue-to-review-safety-concerns/
[3] https://www.ema.europa.eu/en/documents/referral/xeljanz-article-20-procedure-restrictions-use-xeljanz-while-ema-reviews-risk-blood-clots-lungs_en.pdf
[2] https://topclassactions.com/?p=890027
[1] https://pharmaphorum.com/news/eu-regulators-slap-safety-restriction-on-pfizers-xeljanz/?utm_source=pharmaphorum+Daily+Newsletter&utm_campaign=bbe68598cb-EMAIL_CAMPAIGN_2019_05_20_11_35&utm_medium=email&utm_term=0_a54496134b-bbe68598cb-438901029
[1] https://pharmaphorum.com/news/eu-regulators-slap-safety-restriction-on-pfizers-xeljanz/
[1] https://pharmaphorum.com/news/pfizer-reports-pivotal-data-xeljanz/
[1] https://www.fiercepharma.com/pharma/fda-alerts-public-to-dosing-risks-for-pfizer-s-xeljanz
[1] https://twitter.com/endpts/status/1101445821797675008
[1] https://topclassactions.com/lawsuit-settlements/lawsuit-news/what-are-the-side-effects-of-xeljanz-what-you-need-to-know/

Top URLs in Tweet in G9:
[1] https://www.apmnews.com/nostory.php?objet=335823
[1] https://www.apmnews.com/nostory.php?objet=335036
[1] https://www.has-sante.fr/portail/jcms/c_2894923/fr/xeljanz-tofacitinib-anti-jak-1-et-3
[1] https://www.ansm.sante.fr/S-informer/Actualite/Xeljanz-tofacitinib-l-ANSM-demande-aux-professionnels-de-sante-et-aux-patients-de-bien-respecter-la-dose-autorisee-dans-le-traitement-de-la-polyarthrite-rhumatoide-Point-d-Information
[1] https://www.ansm.sante.fr/S-informer/Points-d-information-Points-d-information/Xeljanz-tofacitinib-l-ANSM-demande-aux-professionnels-de-sante-et-aux-patients-de-bien-respecter-la-dose-autorisee-dans-le-traitement-de-la-polyarthrite-rhumatoide-Point-d-Information
[1] https://sante.journaldesfemmes.fr/maladies/2508472-xeljanz-tofacitinib-polyarthrite-rhumatoide-traitement-embolie/

Top Domains
Top Domains in Tweet in Entire Graph:
[31] xeljanz.com
[24] fda.gov
[22] endpts.com
[21] europa.eu
[21] twitter.com
[20] fiercepharma.com
[13] gob.es
[13] redaccionmedica.com
[10] cbg-meb.nl
[10] medscape.com

Top Domains in Tweet in G1:
[31] xeljanz.com
[12] fda.gov
[11] fiercepharma.com
[10] twitter.com
[8] dlvr.it
[8] europa.eu
[6] endpts.com
[6] aboutlawsuits.com
[6] gob.es
[5] gc.ca

Top Domains in Tweet in G2:
[4] gob.es
[3] redaccionmedica.com
[1] cofm.es
[1] agemed.es
[1] fda.gov
[1] consalud.es
[1] auladelafarmacia.com

Top Domains in Tweet in G3:
[1] fda.gov

Top Domains in Tweet in G4:
[8] europa.eu
[6] medicijngebruik.nl
[5] org.ar
[3] endpts.com
[2] cbg-meb.nl
[2] fiercepharma.com
[2] actasanitaria.com
[1] pmlive.com
[1] onmedica.com
[1] raps.org

Top Domains in Tweet in G6:
[5] medscape.com
[5] twitter.com
[3] fiercepharma.com
[1] fda.gov

Top Domains in Tweet in G7:
[6] emergencydrug.com

Top Domains in Tweet in G8:
[11] endpts.com
[9] topclassactions.com
[3] pharmaphorum.com
[3] europa.eu
[1] fiercepharma.com
[1] twitter.com
[1] youtube.com
[1] fda.gov
[1] pharmacytimes.com

Top Domains in Tweet in G9:
[2] apmnews.com
[2] sante.fr
[1] has-sante.fr
[1] journaldesfemmes.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[145] xeljanz
[31] rheumatoidarthritis
[26] tofacitinib
[20] pharmacovigilance
[19] pharma
[17] prac
[16] نطالب_الصحه_بتوفير_زيلجانز_للثعلبه
[15] patients
[12] ojoaldato
[11] regulatory



Top Hashtags in Tweet in G1:
[38] xeljanz
[14] pharma
[9] regulatory
[8] tofacitinib
[6] pharmacovigilance
[5] rheumatoidarthritis
[4] ra
[4] viglya4growth
[3] ema
[2] livepd

Top Hashtags in Tweet in G2:
[2] industriafarmacéutica
[1] notasinformativasaemps
[1] medicamentosdeusohumano
[1] alertascofm
[1] artritisreumatoide
[1] tofacitinib

Top Hashtags in Tweet in G3:
[1] donuthole
[1] xeljanz
[1] publiccitizen

Top Hashtags in Tweet in G4:
[30] xeljanz
[15] prac
[14] patients
[13] pharmacovigilance
[2] medicijnalert
[2] rheumatoidarthritis
[1] fenspiride
[1] safetyofmedicines
[1] segpac
[1] regulatory

Top Hashtags in Tweet in G6:
[5] xeljanz
[4] rheum
[1] rheumatoidarthritis
[1] ra
[1] ibd
[1] colitis
[1] rheumatologist
[1] rheumatology

Top Hashtags in Tweet in G7:
[1] rheumatoid
[1] arthritis
[1] psoriatic
[1] ulcerative
[1] alopecia
[1] vitiligo
[1] tofacitinib
[1] xeljanz
[1] genericmedicine

Top Hashtags in Tweet in G8:
[13] xeljanz
[5] rheumatoidarthritis
[4] ema
[4] tofacitinib
[3] xeljanzsideeffects
[2] filgotinib
[2] bloodclot
[2] embolism
[2] thrombosis
[2] xeljanzbloodclots

Top Hashtags in Tweet in G9:
[4] rhumatisme
[4] psoriasique
[4] stratégie
[3] xeljanz
[1] risque
[1] embolie
[1] tofacitinib
[1] thérapeutique
[1] polyarthrite
[1] pharmacovigilance

Top Hashtags in Tweet in G10:
[3] xeljanz
[2] ibd
[1] blessing
[1] tofa
[1] vedo
[1] entyvio

Top Words
Top Words in Tweet in Entire Graph:
[491] Words in Sentiment List#1: Positive
[724] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[27842] Non-categorized Words
[29057] Total Words
[1184] xeljanz
[307] tofacitinib
[155] dose
[144] #xeljanz
[141] s

Top Words in Tweet in G1:
[406] xeljanz
[81] tofacitinib
[67] doctor
[63] ask
[62] arthritis
[60] xr
[60] msnbc
[55] dose
[54] 1
[52] risk

Top Words in Tweet in G2:
[91] xeljanz
[79] uso
[74] tofacitinib
[48] restricciones
[47] aempsgob
[45] riesgo
[44] contraindica
[39] seguridad
[36] motivos
[36] sefh_

Top Words in Tweet in G3:
[8] xeljanz
[7] pain
[5] heatherlinda11
[5] stillhopes4best
[5] joeallennewman
[5] justwinks
[5] geo_sheree
[5] feelinfroggi
[5] agnosticempath
[5] back

Top Words in Tweet in G4:
[37] ema_news
[36] xeljanz
[30] tofacitinib
[30] #xeljanz
[22] ema
[17] dose
[16] review
[15] #prac
[14] meeting
[14] prac

Top Words in Tweet in G5:
[51] xeljanz
[50] mileskahn
[50] prescription
[50] drugs
[50] sound
[50] focalin
[50] focus
[50] lipitor
[50] lipids
[50] tofranil

Top Words in Tweet in G6:
[86] xeljanz
[30] fda
[26] patients
[24] xr
[23] ra_guy
[23] s
[22] alerting
[22] health
[22] care
[22] professionals

Top Words in Tweet in G7:
[31] xeljanz
[14] 60
[13] 5
[13] mg
[12] canada
[10] tofacent
[10] cost
[9] generic
[8] jonathanyeagley
[8] pay

Top Words in Tweet in G8:
[63] xeljanz
[29] safety
[21] pfizer
[18] ema
[15] more
[15] witchebooks
[14] review
[13] #xeljanz
[11] doctor
[10] issue

Top Words in Tweet in G9:
[43] dose
[28] xeljanz
[25] dans
[24] ansm
[24] autorisée
[23] tofacitinib
[22] pas
[19] 5mg
[19] fois
[19] jour

Top Words in Tweet in G10:
[10] xeljanz
[4] edwardloftus2
[4] re
[4] m
[4] s
[4] see
[4] dcharabaty
[3] improvement
[3] insurance
[3] schaireribdmd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] tofacitinib,xeljanz
[106] xeljanz,xr
[90] 10,mg
[88] xeljanz,tofacitinib
[74] rheumatoid,arthritis
[68] blood,clots
[59] clots,lungs
[59] xeljanz,xeljanz
[59] motivos,seguridad
[58] xeljanz,restricciones

Top Word Pairs in Tweet in G1:
[60] xeljanz,xr
[56] ask,doctor
[48] call,1
[48] 1,844
[37] xeljanz,tofacitinib
[33] blood,clots
[30] clots,lungs
[30] doctor,more
[30] more,information
[30] information,call

Top Word Pairs in Tweet in G2:
[73] tofacitinib,xeljanz
[46] xeljanz,restricciones
[43] aempsgob,tofacitinib
[36] motivos,seguridad
[35] restricciones,provisionales
[35] provisionales,uso
[34] uso,motivos
[33] 10,mg
[32] mg,2
[31] seguridad,contraindica

Top Word Pairs in Tweet in G3:
[5] joeallennewman,justwinks
[5] justwinks,geo_sheree
[5] feelinfroggi,agnosticempath
[4] heatherlinda11,smcquain1981
[4] smcquain1981,stillhopes4best
[4] stillhopes4best,joeallennewman
[4] geo_sheree,feelinfroggi
[4] agnosticempath,morse_tami
[4] morse_tami,aunttritsy
[4] aunttritsy,ccontrarus

Top Word Pairs in Tweet in G4:
[14] ema,advising
[14] advising,healthcare
[14] healthcare,professionals
[14] professionals,#patients
[14] #patients,exceed
[14] exceed,recommended
[14] recommended,dose
[14] dose,#xeljanz
[14] #xeljanz,tofacitinib
[13] happened,during

Top Word Pairs in Tweet in G5:
[50] prescription,drugs
[50] drugs,sound
[50] sound,focalin
[50] focalin,focus
[50] focus,lipitor
[50] lipitor,lipids
[50] lipids,tofranil
[50] tofranil,tof
[50] tof,nails
[50] nails,xeljanz

Top Word Pairs in Tweet in G6:
[24] xeljanz,xr
[22] fda,alerting
[22] alerting,patients
[22] patients,health
[22] health,care
[22] care,professionals
[22] professionals,pharmacists
[22] pharmacists,rheumatologist
[22] rheumatologist,pfizer
[22] pfizer,s

Top Word Pairs in Tweet in G7:
[13] 5,mg
[7] 60,usd
[7] contact,know
[7] three,months
[6] tofacent,5
[6] 60,tablets
[6] cost,60
[6] know,more
[6] xeljanz,5
[6] spent,14

Top Word Pairs in Tweet in G8:
[9] s,blockbuster
[9] blockbuster,safety
[9] safety,issue
[9] issue,jumps
[9] jumps,atlantic
[9] launches,review
[9] review,xeljanz
[8] pfizer,s
[8] doctor,xeljanz
[7] atlantic,ema

Top Word Pairs in Tweet in G9:
[23] dose,autorisée
[18] ne,pas
[18] 5mg,deux
[18] deux,fois
[17] tofacitinib,xeljanz
[17] xeljanz,l
[17] l,ansm
[17] ansm,demande
[17] demande,ne
[17] pas,dépasser

Top Word Pairs in Tweet in G10:
[2] insurance,company
[2] crohn,s
[2] xeljanz,month
[2] see,improvement
[2] schaireribdmd,dcharabaty
[2] dcharabaty,vwaimeih
[2] vwaimeih,uofm_gi_head
[2] ibd_flomd,moss_md
[2] edwardloftus2,ryanungaro
[2] ryanungaro,ibd_afzali

Top Replied-To
Top Replied-To in Entire Graph:
@witchebooks
@121kath
@cadria04
@jonathanyeagley
@tracinnasv
@pfizer
@alinnzy
@melissa_850
@cbsnews
@secazar

Top Replied-To in G1:

Top Replied-To in G3:
@dsntslp
@werthergreene
@havasubum1my
@public_citizen
@elianok10
@heatherlinda11

Top Replied-To in G4:
@ema_news

Top Replied-To in G5:
@mileskahn

Top Replied-To in G6:
@121kath
@alinnzy
@tracinnasv
@catheri58232231
@alexlaughs
@ra_guy
@ginarclark
@1workwife
@shopshi
@notoriouscmoney

Top Replied-To in G7:
@jonathanyeagley
@secazar
@creakyjoints17
@maggievt
@hwpmupx99bfvyef
@borderlyequine1
@fineassne_
@theslopedgarden
@angelrockspink
@septicshock00

Top Replied-To in G8:
@witchebooks
@pfizer
@queen_furiosa
@lelkens
@lama_daila
@tracinnasv
@cw_arrow
@topclassactions
@unceremony

Top Replied-To in G9:
@phlegmon_

Top Replied-To in G10:
@ginorthshore
@melissa_850
@dcharabaty
@sonyagoins1
@atheniaris
@p_deepakibdmd
@luthienirl
@vwaimeih
@empoweringpts9

Top Mentioned
Top Mentioned in Entire Graph:
@aempsgob
@mileskahn
@ema_news
@sefh_
@ra_guy
@tfrabiah
@saudimoh
@saudi_fda
@larhumato
@soler_kike

Top Mentioned in G1:
@arthritis_bio
@clinicalphase
@gerowhairink
@drugapprovalbio
@pfizer_bio
@politis_news
@cmencke
@nikoskaizen
@meinformed

Top Mentioned in G2:
@aempsgob
@sefh_
@soler_kike
@arnpolimerasa
@seth__oficial
@consalud_es
@cof_ciudadreal
@redaccionmedica

Top Mentioned in G3:
@stillhopes4best
@joeallennewman
@justwinks
@geo_sheree
@feelinfroggi
@agnosticempath
@nickcarlin6
@sandosays
@heatherlinda11
@smcquain1981

Top Mentioned in G4:
@ema_news
@mac_anas
@medicijnnl
@medicijnbalans
@romatolojihaber
@aempsgob
@reumanederland
@pmlivecom
@ambertongpw
@us_fda

Top Mentioned in G5:
@mileskahn
@mollyjongfast

Top Mentioned in G6:
@ra_guy
@medscape
@dividivigirl
@tracinnasv
@cmichaelgibson
@stoptheclot
@denisenolson
@alinnzy
@acrheum
@ginarclark

Top Mentioned in G7:
@jonathanyeagley
@mayoclinic
@aslavitt
@policydeb
@leighdrugwonk
@haroldpollack
@besables
@berector
@loftus
@usprogressives

Top Mentioned in G8:
@us_fda
@pfizer
@lama_daila
@johncendpts
@endpts
@galapagosnv
@topclassactions
@bertrandbio
@witchebooks
@edenrahim

Top Mentioned in G9:
@larhumato
@ansm
@has_sante
@apminfos
@ema_news
@bruton_tk
@journaldfemmes

Top Mentioned in G10:
@edwardloftus2
@schaireribdmd
@dcharabaty
@vwaimeih
@uofm_gi_head
@ibd_flomd
@moss_md
@ryanungaro
@ibd_afzali
@ibdmd

Top Tweeters
Top Tweeters in Entire Graph:
@follementbijoux
@evankirstel
@marciojmsilva
@razzletazzlemag
@tvthirdeye
@drpatfarrell
@tvthirdeyem
@mondaq
@dnoticiaspt
@dsirmtcom

Top Tweeters in G1:
@follementbijoux
@marciojmsilva
@razzletazzlemag
@tvthirdeye
@drpatfarrell
@tvthirdeyem
@mondaq
@dnoticiaspt
@dsirmtcom
@five15design

Top Tweeters in G2:
@redaccionmedica
@consalud_es
@portalfarma
@cimesalvador
@abogados
@joseluis_pa
@luis_javier_a
@factamfarmacia
@javier_carrerah
@sefh_

Top Tweeters in G3:
@elianok10
@spicypurritos
@bobbiejanev
@angelsgal02
@ghostingeek
@rosesdaughter61
@equalitycouple
@werthergreene
@rlamartini
@havasubum1my

Top Tweeters in G4:
@donnayoungdc
@actasanitaria
@johnrod76512584
@klaveld
@fwpharma
@rapsorg
@ema_news
@hanstenk
@jacqpostma
@pmlivecom

Top Tweeters in G5:
@greytdog
@mostlymartha
@jonrosenberg
@mollyjongfast
@alanpdx
@mrjoncryer
@cobalt_octopus
@mrdankelly
@whyyesitsaj
@wacuesta_dayton

Top Tweeters in G6:
@justmemarie2
@dawnmgibson
@thebaddestnuna
@cmichaelgibson
@shopshi
@medwaygirl74
@sfdegraff
@edonn84
@yellowlablover
@medscape

Top Tweeters in G7:
@matthewherper
@haroldpollack
@asymmetricinfo
@fineassne_
@mayoclinic
@aslavitt
@bfosterls7
@jandelliott
@maggievt
@akhilnayak007

Top Tweeters in G8:
@portefeuillefun
@gogetsmarthome
@pharmaphorum
@johncendpts
@bertrandbio
@_b_i_o_t_e_c_h_
@topclassactions
@michaelkuluva
@pharmacy_times
@endpts

Top Tweeters in G9:
@mrhumato
@maricaprici
@giberteric
@cyprien2402
@snjmg
@phlegmon_
@apw
@fzores
@bruton_tk
@apminfos

Top Tweeters in G10:
@empoweringpts9
@sonyagoins1
@luthienirl
@journalingibd
@atheniaris
@ibdmd
@renumathyd
@edwardloftus2
@dcharabaty
@kapuriamd