Xeljanz, Twitter, 8/16/2019 4:08:20 AM, 206972


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Xeljanz_2019-08-15_10-05-37.xlsx
Xeljanz_2019-08-15_10-05-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2019
Short Description:
Xeljanz via NodeXL http://bit.ly/2YQwFj1
@pfizer
@markmobility
@us_fda
@deec748
@healiogastro
@bobbiejanev
@ibd_flomd
@sfviris
@fdamedia
@edwardloftus2

Top hashtags:
#xeljanz
#rheumatoidarthritis
#ra
#pharma
#tofacitinib
#pfizer
#ulcerativecolitis
#healthcare
#fda

Description:
Description
The graph represents a network of 1,235 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 Thursday, 15 August 2019 at 17:05 UTC.

The requested start date was Wednesday, 14 August 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 73-day, 5-hour, 12-minute period from Saturday, 01 June 2019 at 16:02 UTC to Tuesday, 13 August 2019 at 21:15 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 : 1235
Unique Edges : 1531
Edges With Duplicates : 625
Total Edges : 2156
Number of Edge Types : 3
Tweet : 403
Replies to : 108
Mentions : 1645
Self-Loops : 403
Reciprocated Vertex Pair Ratio : 0.00344827586206897
Reciprocated Edge Ratio : 0.00687285223367698
Connected Components : 287
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 512
Maximum Edges in a Connected Component : 996
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.707237
Graph Density : 0.000954730674085788
Modularity : 0.556869
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://dmlawfirm.com/
[14] https://www.fda.gov/safety/medwatch-safety-alerts-human-medical-products/xeljanz-xeljanz-xr-tofacitinib-drug-safety-communication-due-increased-risk-blood-clots-and-death
[13] https://www.fda.gov/drugs/drug-safety-and-availability/fda-approves-boxed-warning-about-increased-risk-blood-clots-and-death-higher-dose-arthritis-and
[12] http://www.migueljara.com/2019/07/02/nuevos-efectos-secundarios-de-los-farmacos-antidepresivos-prolia-xarelto-xeljanz/
[11] https://www.jsonline.com/story/news/investigations/2019/07/26/fda-warning-issued-pfizer-drug-xeljanz-over-clots-deaths/1838170001/
[11] http://www.msn.com/en-us/health/health-news/fda-warning-issued-for-pfizer-drug-xeljanz-over-clots-deaths/ar-AAEUccS?ocid=st
[11] https://www.dmlawfirm.com/xeljanz-lawsuit/
[10] https://www.fiercepharma.com/marketing/red-flag-upgrade-as-fda-slaps-boxed-warning-pfizer-s-xeljanz-over-cv-risks
[10] https://www.healio.com/gastroenterology/inflammatory-bowel-disease/news/online/%7B0b999ecb-5597-4851-b969-ea0a9e265d94%7D/fda-higher-doses-of-xeljanz-increase-blood-clot-death-risk-in-uc?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[7] https://www.tripdatabase.com/redirect/11027944

Top URLs in Tweet in G1:
[1] https://www.consalud.es/ecsalud/internacional/varapalo-para-pfizer-alerta-de-la-fda-a-xeljanz_66881_102_amp.html
[1] https://www.washingtonpost.com/business/economy/pfizer-had-clues-its-blockbuster-drug-could-prevent-alzheimers-why-didnt-it-tell-the-world/2019/06/04/9092e08a-7a61-11e9-8bb7-0fc796cf2ec0_story.html?utm_term=.fd8ffea523d9
[1] https://www.wsj.com/articles/fda-requires-box-warnings-for-pfizer-drug-xeljanz-11564158058
[1] https://www.cioapplications.com/cxoinsights/real-world-evidence-for-precision-medicine-nid-4658.html
[1] https://twitter.com/Econ_Marshall/status/1136092976302698496

Top URLs in Tweet in G2:
[11] http://www.msn.com/en-us/health/health-news/fda-warning-issued-for-pfizer-drug-xeljanz-over-clots-deaths/ar-AAEUccS?ocid=st
[10] https://www.fda.gov/safety/medwatch-safety-alerts-human-medical-products/xeljanz-xeljanz-xr-tofacitinib-drug-safety-communication-due-increased-risk-blood-clots-and-death
[7] https://www.tripdatabase.com/redirect/11027944
[6] https://vivesana.blogspot.com/2019/07/nuevos-efectos-secundarios-de-los.html
[4] https://www.medschat.com/Discuss/Xeljanz-shortness-of-breath-339515.htm?utm_source=twitter&utm_medium=social&utm_campaign=social_media
[4] https://learn-more.mothertobaby.org/ra-fo/
[4] http://www.fda.gov/safety/medwatch-safety-alerts-human-medical-products/xeljanz-xeljanz-xr-tofacitinib-drug-safety-communication-due-increased-risk-blood-clots-and-death?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.fda.gov/drugs/drug-safety-and-availability/fda-approves-boxed-warning-about-increased-risk-blood-clots-and-death-higher-dose-arthritis-and
[3] https://www.fiercepharma.com/pharma/knocked-by-fda-pfizer-s-xeljanz-pushing-ahead-solo-therapy-for-rheumatoid-arthritis
[3] https://www.medicalnewstoday.com/articles/325556.php?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[9] https://www.healio.com/gastroenterology/inflammatory-bowel-disease/news/online/%7B0b999ecb-5597-4851-b969-ea0a9e265d94%7D/fda-higher-doses-of-xeljanz-increase-blood-clot-death-risk-in-uc?utm_medium=social&utm_source=twitter&utm_campaign=sociallinks
[2] https://www.painmedicinenews.com/Online-First/Article/08-19/FDA-Warns-of-Increased-Risk-for-Blood-Clots-Death-With-Higher-Dose-of-Arthritis-and-Ulcerative-Colitis-Drug-Tofacitinib/55601
[1] https://www.jsonline.com/story/news/investigations/2019/07/26/fda-warning-issued-pfizer-drug-xeljanz-over-clots-deaths/1838170001/
[1] https://www.fda.gov/safety/medwatch-safety-alerts-human-medical-products/xeljanz-xeljanz-xr-tofacitinib-drug-safety-communication-due-increased-risk-blood-clots-and-death
[1] https://www.fda.gov/drugs/drug-safety-and-availability/fda-approves-boxed-warning-about-increased-risk-blood-clots-and-death-higher-dose-arthritis-and
[1] https://twitter.com/IBD_ErasmusMC/status/1140987829444653057
[1] https://www.healio.com/gastroenterology/inflammatory-bowel-disease/news/online/{0b999ecb-5597-4851-b969-ea0a9e265d94}/fda-higher-doses-of-xeljanz-increase-blood-clot-death-risk-in-uc
[1] https://go.usa.gov/xysYK
[1] https://www.johnsonbecker.com/drug-injuries/xeljanz-recall-lawsuit/
[1] https://www.ema.europa.eu/en/news/increased-risk-blood-clots-lungs-death-higher-dose-xeljanz-tofacitinib-rheumatoid-arthritis

Top URLs in Tweet in G5:
[5] https://trib.al/t2uosDF
[1] https://www.wsj.com/articles/fda-requires-box-warnings-for-pfizer-drug-xeljanz-11564158058

Top URLs in Tweet in G6:
[3] https://www.ansm.sante.fr/S-informer/Points-d-information-Points-d-information/Restriction-d-utilisation-du-Xeljanz-tofacitinib-Point-d-Information
[2] https://www.has-sante.fr/portail/jcms/c_2912419/fr/xeljanz-tofacitinib-inhibiteur-de-janus-kinases
[1] https://twitter.com/ansm/status/1136634075400364032

Top URLs in Tweet in G8:
[8] https://www.jsonline.com/story/news/investigations/2019/07/26/fda-warning-issued-pfizer-drug-xeljanz-over-clots-deaths/1838170001/
[1] https://www.jsonline.com/story/news/investigations/2019/07/03/lack-action-fda-under-scott-gottlieb-pfizer-drug-questioned/1643418001/
[1] https://www.drug-injury.com/druginjurycom/2019/06/xeljanz-related-blood-clots-deaths-pulmonary-embolism-pe-deep-vein-thrombosis-dvt.html

Top URLs in Tweet in G9:
[2] https://twitter.com/GinaRClark/status/1159922764951773186

Top URLs in Tweet in G10:
[1] https://trib.al/Hag5hTQ

Top Domains
Top Domains in Tweet in Entire Graph:
[52] dmlawfirm.com
[43] fda.gov
[35] fiercepharma.com
[15] twitter.com
[15] jsonline.com
[15] msn.com
[13] healio.com
[12] migueljara.com
[10] trib.al
[10] blogspot.com

Top Domains in Tweet in G1:
[1] consalud.es
[1] washingtonpost.com
[1] wsj.com
[1] cioapplications.com
[1] twitter.com

Top Domains in Tweet in G2:
[22] fda.gov
[17] fiercepharma.com
[13] msn.com
[10] blogspot.com
[9] lnkd.in
[8] dlvr.it
[7] twitter.com
[7] tripdatabase.com
[7] einnews.com
[6] medicalnewstoday.com

Top Domains in Tweet in G4:
[10] healio.com
[2] painmedicinenews.com
[2] fda.gov
[1] jsonline.com
[1] twitter.com
[1] usa.gov
[1] johnsonbecker.com
[1] europa.eu

Top Domains in Tweet in G5:
[5] trib.al
[1] wsj.com

Top Domains in Tweet in G6:
[3] sante.fr
[2] has-sante.fr
[1] twitter.com

Top Domains in Tweet in G8:
[9] jsonline.com
[1] drug-injury.com

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

Top Domains in Tweet in G10:
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] xeljanz
[18] rheumatoidarthritis
[14] ra
[14] pharma
[11] tofacitinib
[10] pfizer
[9] ulcerativecolitis
[8] healthcare
[8] fda
[7] rt



Top Hashtags in Tweet in G1:
[2] fda
[2] precisionmedicine
[1] internacional
[1] drugdevelopment
[1] rheumatology
[1] rheumatoidarthritis
[1] ibd

Top Hashtags in Tweet in G2:
[22] xeljanz
[9] pharma
[7] ra
[7] pfizer
[6] rheumatoidarthritis
[6] regulatory
[5] arthritis
[5] tofacitinib
[4] eular2019
[4] healthcare

Top Hashtags in Tweet in G4:
[4] ulcerativecolitis
[2] ra
[2] ibd
[1] bigpharma
[1] arthritis
[1] icymi
[1] chronicpain
[1] gastroenterology
[1] fda
[1] xeljanz

Top Hashtags in Tweet in G5:
[4] rt

Top Hashtags in Tweet in G6:
[6] polyarthriterhumatoïde
[6] rectocolitehémorragique
[6] rhumatismepsoriasique
[4] patients
[4] rectocolite
[4] hémorragique
[3] ansm
[2] traitement
[1] tofacitinib
[1] xeljanz

Top Hashtags in Tweet in G8:
[1] xeljanz

Top Hashtags in Tweet in G9:
[2] rheum
[1] xeljanz

Top Words
Top Words in Tweet in Entire Graph:
[208] Words in Sentiment List#1: Positive
[1152] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[25638] Non-categorized Words
[26999] Total Words
[749] xeljanz
[611] risk
[601] pfizer
[448] enbrel
[435] disease

Top Words in Tweet in G1:
[435] pfizer
[432] enbrel
[430] markmobility
[430] appeared
[430] reduce
[430] risk
[430] alzheimer's
[430] disease
[430] 64
[430] pursue

Top Words in Tweet in G2:
[273] xeljanz
[70] fda
[66] tofacitinib
[63] pfizer
[62] drug
[54] clots
[53] risk
[52] xr
[49] arthritis
[46] dose

Top Words in Tweet in G3:
[12] ra
[10] xeljanz
[7] methotrexate
[7] pain
[6] dr
[6] ronnilaurie
[6] evescottgarner
[6] yolalindayola
[6] doug_in_nc
[6] jessie09jzo

Top Words in Tweet in G4:
[35] xeljanz
[30] risk
[27] blood
[25] death
[25] higher
[21] fda
[19] increased
[18] healiogastro
[17] clots
[16] tofacitinib

Top Words in Tweet in G5:
[37] fda
[37] warns
[37] patients
[37] taking
[37] 10
[37] milligram
[37] dose
[37] pfizer
[37] drug
[37] xeljanz

Top Words in Tweet in G6:
[29] xeljanz
[29] les
[29] patients
[27] à
[25] ansm
[24] tofacitinib
[24] ne
[22] chez
[21] aux
[21] médecins

Top Words in Tweet in G7:
[2] put

Top Words in Tweet in G8:
[21] xeljanz
[16] fda
[15] clots
[14] warning
[14] pfizer
[14] drug
[13] puts
[13] stringent
[13] journalsentinel
[8] deaths

Top Words in Tweet in G9:
[13] xeljanz
[4] catheri58232231
[4] rituxan
[3] sick
[3] far
[3] months
[3] take
[3] orencia
[3] now
[3] _connectedcare

Top Words in Tweet in G10:
[10] xeljanz
[8] هيئة
[8] الغذاء
[8] والدواء
[8] الأمريكية
[8] تضيف
[8] تحذيرا
[8] إلى
[8] دواء
[8] زيلجانز

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[432] enbrel,appeared
[432] appeared,reduce
[432] reduce,risk
[432] risk,alzheimer's
[432] alzheimer's,disease
[432] disease,64
[432] 64,pfizer
[432] pfizer,pursue
[432] pursue,rigorous
[431] markmobility,enbrel

Top Word Pairs in Tweet in G1:
[430] enbrel,appeared
[430] appeared,reduce
[430] reduce,risk
[430] risk,alzheimer's
[430] alzheimer's,disease
[430] disease,64
[430] 64,pfizer
[430] pfizer,pursue
[430] pursue,rigorous
[429] markmobility,enbrel

Top Word Pairs in Tweet in G2:
[48] xeljanz,xr
[42] blood,clots
[38] xeljanz,xeljanz
[37] risk,blood
[36] clots,death
[33] increased,risk
[30] rheumatoid,arthritis
[29] xr,tofacitinib
[28] drug,xeljanz
[28] higher,dose

Top Word Pairs in Tweet in G3:
[4] co,pay
[4] 8,yrs
[4] evescottgarner,yolalindayola
[4] yolalindayola,doug_in_nc
[4] jessie09jzo,madmamavotes
[4] edieconstantine,bri4change
[4] ibda14u,chuckkeller14
[4] chuckkeller14,lucy72794184
[4] wandainparis,3writeandwrong3
[4] mcgeezer67,catastrophany

Top Word Pairs in Tweet in G4:
[18] increased,risk
[18] risk,blood
[16] blood,clots
[14] clots,death
[11] blood,clot
[11] fda,higher
[11] higher,doses
[9] fda,providing
[9] providing,update
[9] update,investigation

Top Word Pairs in Tweet in G5:
[37] fda,warns
[37] warns,patients
[37] patients,taking
[37] taking,10
[37] 10,milligram
[37] milligram,dose
[37] dose,pfizer
[37] pfizer,drug
[37] drug,xeljanz
[37] xeljanz,higher

Top Word Pairs in Tweet in G6:
[25] les,patients
[22] chez,les
[21] aux,médecins
[19] à,dose
[19] deux,fois
[19] fois,par
[19] par,jour
[18] recommandation,aux
[18] médecins,ne
[18] ne,plus

Top Word Pairs in Tweet in G8:
[14] pfizer,drug
[13] fda,puts
[13] puts,stringent
[13] stringent,warning
[13] warning,pfizer
[13] drug,xeljanz
[12] xeljanz,clots
[7] clots,deaths
[7] three,weeks
[7] weeks,story

Top Word Pairs in Tweet in G9:
[2] enbrel,humira
[2] xeljanz,#rheum
[2] #rheum,sepsis
[2] sepsis,alert
[2] took,months

Top Word Pairs in Tweet in G10:
[8] هيئة,الغذاء
[8] الغذاء,والدواء
[8] والدواء,الأمريكية
[8] الأمريكية,تضيف
[8] تضيف,تحذيرا
[8] تحذيرا,إلى
[8] إلى,دواء
[8] دواء,زيلجانز
[8] زيلجانز,xeljanz
[8] xeljanz,يسبب

Top Replied-To
Top Replied-To in Entire Graph:
@catheri58232231
@molratty
@corali73219148
@us_fda
@barner
@flaredgenes
@mwam1993
@arelmea
@melissalou5
@_connectedcare

Top Replied-To in G1:
@markmobility

Top Replied-To in G2:
@cardioian

Top Replied-To in G3:
@papageno1961
@jgillespie67
@kathyn115
@heatherlinda11
@ronnilaurie
@edieconstantine
@jmrbux2
@ldogls
@helen504

Top Replied-To in G4:
@us_fda
@dcharabaty
@ibdgijami
@ibdtweets

Top Replied-To in G7:
@lulapuch

Top Replied-To in G9:
@catheri58232231
@_connectedcare
@notoriouscmoney
@anniegriff7
@iourpatio
@mike_malaska
@michaelkuluva
@docssay
@tracinnasv

Top Replied-To in G10:
@vitiligogirls

Top Mentioned
Top Mentioned in Entire Graph:
@pfizer
@markmobility
@wsj
@ansm
@healiogastro
@journalsentinel
@us_fda
@fdamedia
@drkhenaizan
@fauber_mjs

Top Mentioned in G1:
@pfizer
@markmobility
@_foggydew

Top Mentioned in G2:
@arthritis_bio
@cmencke
@omceoro
@goutbio
@orthopedics_bio
@clinicalphase
@discoverydrug

Top Mentioned in G3:
@evescottgarner
@yolalindayola
@doug_in_nc
@jessie09jzo
@madmamavotes
@ldog562
@bandieranancy
@bri4change
@kscancion
@chuckkeller14

Top Mentioned in G4:
@healiogastro
@us_fda
@fdamedia
@fdamedwatch
@edwardloftus2
@amcollegegastro
@dcharabaty
@empoweringpts9
@mondaynightibd
@waqqasafif

Top Mentioned in G5:
@wsj

Top Mentioned in G6:
@ansm
@has_sante

Top Mentioned in G7:
@maggii53
@lynnepena75
@stephenbright
@ltlbowtie
@marciajresister
@itsjeffhudson
@jeffwasbadagain
@itsjeffreybetch
@lostaddicted2
@lperez1313

Top Mentioned in G8:
@journalsentinel
@fauber_mjs
@npenzenstadler

Top Mentioned in G9:
@denisenolson
@rheumerhasit
@catheri58232231
@juliedixon141
@_connectedcare

Top Mentioned in G10:
@drkhenaizan
@_itshalah
@vitiligogirls

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@prpnews
@tradnews_
@marketcurrents
@usajoblist
@israelnewslinks
@paxnostrum
@asher_wolf
@netminnow
@akuma_river

Top Tweeters in G1:
@asher_wolf
@netminnow
@akuma_river
@fieryreddragon
@gpwriter
@bethsinniresist
@frlarousse2
@bmlewis2
@njdoc
@cocopazzo

Top Tweeters in G2:
@market_screener
@prpnews
@marketcurrents
@usajoblist
@israelnewslinks
@libreinfo
@agenparl
@crweworld
@finanzlinkscom
@provesting

Top Tweeters in G3:
@safimaasai
@wandainparis
@tampagirl19655
@mfrance923
@ronnilaurie
@62walterp
@janejane24
@sadandmadusa
@loverofbooks123
@sascat

Top Tweeters in G4:
@deec748
@crazy_gamer8
@empoweringpts9
@mtzreuma
@egkimberly
@yagoglezlama
@amergastroassn
@ibddoctor
@us_fda
@healiogastro

Top Tweeters in G5:
@tradnews_
@wsj
@dasle1975
@mamieljackson
@lfay_lorraine
@jonathanotcher1
@monta_neko
@martyrabkin
@cmquinn45
@jennylclark

Top Tweeters in G6:
@agath_you_
@yannbisiou
@marjo_lab
@echoraljpangio
@ericsalatprof
@polemique65
@theriaque_cnhim
@has_sante
@emer_odd
@grdy2

Top Tweeters in G7:
@stephenbright
@ltlbowtie
@lynepar
@luciarendn4
@mariejolie61
@marciajresister
@maggievt
@lunatic_rayven
@lulapuch
@lperez1313

Top Tweeters in G8:
@journalsentinel
@reporterjulie
@mspicuzzamjs
@eraycollins
@mstanik0
@jkelly3rd
@nashvillescoop
@fda_track
@npenzenstadler
@tomavril1

Top Tweeters in G9:
@iourpatio
@jenniferhorsle3
@michaelkuluva
@tracinnasv
@notoriouscmoney
@mike_malaska
@denisenolson
@rheumerhasit
@anniegriff7
@_connectedcare

Top Tweeters in G10:
@drkhenaizan
@sara_alariqi
@fatemh016gmail1
@khadeejah93
@rh70sara
@vitiligogirls
@dr_alghareeb
@_itshalah
@moooo2019


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