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hemophilia OR haemophilia OR bleedingdisorders OR hemochat _2019-06-11_09-41-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2019
Description:
Description
The graph represents a network of 1,764 Twitter users whose tweets in the requested range contained "hemophilia OR haemophilia OR bleedingdisorders OR hemochat ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 June 2019 at 16:41 UTC.

The requested start date was Monday, 10 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 15-minute period from Monday, 27 May 2019 at 00:44 UTC to Monday, 10 June 2019 at 00:00 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 : 1764
Unique Edges : 1966
Edges With Duplicates : 922
Total Edges : 2888
Number of Edge Types : 3
Tweet : 782
Mentions : 1872
Replies to : 234
Self-Loops : 782
Reciprocated Vertex Pair Ratio : 0.0274756725815684
Reciprocated Edge Ratio : 0.0534818941504178
Connected Components : 508
Single-Vertex Connected Components : 298
Maximum Vertices in a Connected Component : 675
Maximum Edges in a Connected Component : 1668
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.969401
Graph Density : 0.00057718303808572
Modularity : 0.631528
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://www.statnews.com/2019/05/28/biomarin-to-seek-approval-for-hemophilia-gene-therapy-but-durability-questions-persist/
[16] https://xconomy.com/san-francisco/2019/05/28/with-sliver-of-data-biomarin-to-seek-ok-for-hemophilia-gene-therapy/
[13] https://www.youtube.com/watch?v=SEHTh1JQ5XE&feature=youtu.be

[10] https://news.sky.com/story/dozens-of-schoolboys-infected-with-hiv-after-secret-blood-trial-inquiry-hears-11735569
[10] https://endpts.com/factor-viii-levels-continue-to-drop-in-biomarins-3-year-update-on-its-hemophilia-a-gene-therapy/
[7] https://register.gotowebinar.com/register/5635155819756969985
[7] https://www.fiercebiotech.com/research/improving-viral-vectors-for-hemophilia-gene-therapies-by-tricking-immune-system?utm_source=internal&utm_medium=rss
[7] https://seekingalpha.com/instablog/50160040-mehdi-mehdiyev/5301256-aptevo-winter?source=ansh
[6] https://news.sky.com/story/dozens-of-schoolboys-infected-with-hiv-after-secret-blood-trial-inquiry-hears-11735569?dcmp=snt-sf-twitter
[6] https://www.reuters.com/article/us-biomarin-pharma-study/biomarin-says-data-shows-hemophilia-gene-therapy-effects-could-wane-idUSKCN1SY2IX?feedType=RSS&feedName=healthNews

Top URLs in Tweet in G1:
[7] https://www.fiercebiotech.com/research/improving-viral-vectors-for-hemophilia-gene-therapies-by-tricking-immune-system?utm_source=internal&utm_medium=rss
[6] https://www.reuters.com/article/us-biomarin-pharma-study/biomarin-says-data-shows-hemophilia-gene-therapy-effects-could-wane-idUSKCN1SY2IX?feedType=RSS&feedName=healthNews
[4] https://fs4.formsite.com/hemophiliafed/biomatrixscholarship/index.html
[4] http://SeattleOrganicRestaurants.com
[4] http://organiclivefood.com/health/transgenic-goats-could-be-used-for-treatment-of-hemophilia.php
[4] http://www.youtube.com/watch?v=Y5JNWACh83o&feature=youtu.be

[3] https://endpts.com/factor-viii-levels-continue-to-drop-in-biomarins-3-year-update-on-its-hemophilia-a-gene-therapy/
[3] https://medcitynews.com/2019/05/biomarin-to-take-phase-iii-hemophilia-gene-therapy-data-to-regulators-announce-filing-timeline-later-this-year/
[3] https://www.biospace.com/article/biomarin-s-hemophilia-a-gene-therapy-shows-promise-with-one-glitch/?utm_source=dlvr.it&utm_medium=twitter
[3] https://ghr.nlm.nih.gov/condition/hemophilia

Top URLs in Tweet in G2:
[1] https://news.sky.com/story/dozens-of-schoolboys-infected-with-hiv-after-secret-blood-trial-inquiry-hears-11735569
[1] https://www.theglobeandmail.com/canada/article-from-the-archives-hemophiliacs-pay-a-deadly-price-in-tainted-blood/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://twitter.com/Laurie_Garrett/status/1136444007473668096
[1] https://twitter.com/picardonhealth/status/1136431140640886784

Top URLs in Tweet in G3:
[7] https://news.sky.com/story/dozens-of-schoolboys-infected-with-hiv-after-secret-blood-trial-inquiry-hears-11735569
[6] https://news.sky.com/story/dozens-of-schoolboys-infected-with-hiv-after-secret-blood-trial-inquiry-hears-11735569?dcmp=snt-sf-twitter
[5] https://www.kentonline.co.uk/kent/news/first-step-on-the-path-to-justice-205709/
[4] https://www.factor8scandal.uk/campaign-history/2019/2/9/royal-free-withholds-haemophilia-hiv-litigation-and-other-documents-from-infected-blood-inquiry
[3] https://www.factor8scandal.uk/campaign-history/2019/5/28/published-list-of-evidence-found-by-derby-haemophilia-centre
[3] https://www.mirror.co.uk/news/uk-news/tragedy-89-guinea-pig-schoolboys-16028305
[2] https://www.youtube.com/watch?v=TBOtZSC9sMs

[2] https://www.youtube.com/watch?v=ClDCIwl6dOI&feature=youtu.be

[2] https://haemophilia.scot/improving-disability-assistance-in-scotland-for-people-with-bleeding-disorders/
[2] https://meanshappy.com/lgbtq-heroes-mark-ward-the-gay-haemophiliac-fighting-for-justice/

Top URLs in Tweet in G4:
[4] http://events.hemophilia.org/ehome/bleedingdisordersconference/registration/
[3] https://stepsforliving.hemophilia.org/step-up/travel
[3] https://twitter.com/NHF_Hemophilia/status/1136664768461365249
[3] https://www.hemophilia.org/Newsroom/Industry-News/ASC-and-Expression-Therapeutics-Collaborate-on-Hemophilia-Gene-Therapies
[3] https://haemophilia.ie/mild-moderate-haemophilia-information-day/
[2] https://www.theguardian.pe.ca/news/local/donagh-regional-school-grade-1-class-recognized-for-raising-awareness-about-hemophilia-310580/
[2] https://stepsforliving.hemophilia.org/next-step/social-life/dating
[2] https://www.hemophilia.org/Newsroom/Industry-News/Sigilon-Releases-Study-Data-on-Hemophilia-Cell-Therapy
[2] https://www.hemophilia.org/Newsroom/Medical-News/St-JudeWFH-to-Bring-Hemophilia-B-Gene-Therapy-Trials-to-Developing-World
[2] https://inhibitor.ehc.eu/2019/05/09/attention-parents-parenting-a-child-with-inhibitors-in-focus-in-may/

Top URLs in Tweet in G5:
[15] https://www.statnews.com/2019/05/28/biomarin-to-seek-approval-for-hemophilia-gene-therapy-but-durability-questions-persist/
[10] https://xconomy.com/san-francisco/2019/05/28/with-sliver-of-data-biomarin-to-seek-ok-for-hemophilia-gene-therapy/
[7] https://endpts.com/factor-viii-levels-continue-to-drop-in-biomarins-3-year-update-on-its-hemophilia-a-gene-therapy/
[4] https://investors.biomarin.com/2019-05-28-BioMarin-Provides-3-Years-of-Clinical-Data-from-Ongoing-Phase-1-2-Study-of-Valoctocogene-Roxaparvovec-Gene-Therapy-for-Severe-Hemophilia-A
[3] https://www.statnews.com/2019/05/28/biomarin-to-seek-approval-for-hemophilia-gene-therapy-but-durability-questions-persist?utm_content=buffer1299e&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[3] https://investors.biomarin.com/2019-05-27-BioMarin-to-Host-Conference-Call-Tuesday-May-28-2019-to-Provide-a-Valoctocogene-Roxaparvovec-Phase-2-and-Phase-3-Update
[2] https://www.statnews.com/2019/04/24/biomarin-hemophilia-gene-therapy-faces-durability-test/
[2] https://investors.biomarin.com/2019-05-28-BioMarin-Announces-that-Phase-3-Cohort-of-Valoctocogene-Roxaparvovec-Gene-Therapy-Study-in-Severe-Hemophilia-A-Met-Pre-Specified-Criteria-for-Regulatory-Submissions-in-the-U-S-and-Europe
[2] https://www.biocentury.com/bc-extra/clinical-news/2019-05-28/longevity-hemophilia-gene-therapy-question-biomarin-seeks-
[2] https://www.evaluate.com/vantage/articles/events/company-events/biomarin-hopes-long-term-valrox-data-can-stem-bleeding

Top URLs in Tweet in G6:
[1] https://m.huffpost.com/us/entry/us_5c995789e4b0f7bfa1b57d2e/amp

Top URLs in Tweet in G7:
[2] https://onlinelibrary.wiley.com/doi/full/10.1002/rth2.12204
[1] https://twitter.com/bayercareer/status/1131852469284347904
[1] https://twitter.com/ehc_haemophilia/status/1131900972987539459
[1] https://tiny.cc/5vzq7y
[1] https://onlinelibrary.wiley.com/doi/10.1111/hae.13769/epdf?author_access_token=VYUUaVsVXyPtgD607uYJ0ota6bR2k8jH0KrdpFOxC66LLwnv3egu_GkPBtFATx82Y00VWpUxJsN7tPkQFY_d0JOts9QE8saxvRbZgUXGlYWzCO3AuqZ1PTn796xi-v5F
[1] https://tiny.cc/w5r07y
[1] https://twitter.com/Biotech2050/status/1137741018605006849
[1] https://tiny.cc/94507y
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/rth2.12212
[1] https://www.instagram.com/p/Bx2SErPIFMt/?igshid=1xpx1ao882c9

Top URLs in Tweet in G8:
[5] https://signin.hematology.org/Login.aspx?vi=9&vt=124944dbdcc48f1451f492b2f5834644839c633ea3264d5a0d046b8761a130fe2a33ad3785b4c50c84bf545db8d82c04b8e4a02a5322d8d14ca14423ed178de7babec107f3fed6779d404c7ef08c59df8c59c068b52fee231bbbacc811422270&DPLF=Y
[4] https://register.gotowebinar.com/register/5635155819756969985
[2] https://twitter.com/CDC_eHealth/status/1136656756359290881
[2] https://www.myhemophiliateam.com/?utm_source=facebook&utm_medium=organicsocial&utm_content=MyHemophiliaTeam&utm_campaign=DontLookDown
[2] https://www.myhemophiliateam.com/resources/the-most-overlooked-hemophilia-symptoms-infographic?utm_source=facebook&utm_medium=organicsocial&utm_content=MyHemophiliaTeam&utm_campaign=Iceberg
[1] https://twitter.com/CDC_NCBDDD/status/1130911224764542976
[1] https://soundcloud.com/ash_hematology/molecular-engineering-transforms-the-outlook-of-hemophilia-a-with-profs-paul-moss-johnny-mahlangu?in=ash_hematology/sets/the-hematologist-ash-news-and
[1] http://www.bloodjournal.org/content/133/22/2445?sso-checked=true
[1] http://ashemadrid.org/events/iii-jornadas-cientificas-hemofilia-abordaje-multidisciplinar/
[1] https://www.hemophilia.org/Newsroom/Industry-News/ASC-and-Expression-Therapeutics-Collaborate-on-Hemophilia-Gene-Therapies

Top Domains
Top Domains in Tweet in Entire Graph:
[56] twitter.com
[40] co.kr
[28] youtube.com
[26] statnews.com
[25] hemophilia.org
[22] dlvr.it
[21] myhemophiliateam.com
[18] co.uk
[16] sky.com
[16] xconomy.com

Top Domains in Tweet in G1:
[38] co.kr
[22] dlvr.it
[17] twitter.com
[14] reuters.com
[8] instagram.com
[8] fiercebiotech.com
[8] biospace.com
[7] organiclivefood.com
[6] facebook.com
[6] nih.gov

Top Domains in Tweet in G2:
[2] twitter.com
[1] sky.com
[1] theglobeandmail.com

Top Domains in Tweet in G3:
[13] sky.com
[12] co.uk
[9] youtube.com
[8] factor8scandal.uk
[5] twitter.com
[4] haemophilia.scot
[2] meanshappy.com
[2] bayer.com
[1] org.uk
[1] expressandstar.com

Top Domains in Tweet in G4:
[24] hemophilia.org
[15] twitter.com
[7] haemophilia.ie
[5] hemaware.org
[4] ehc.eu
[3] soundcloud.com
[2] pe.ca
[2] victoryforwomen.org
[2] ow.ly
[2] hemophilianewstoday.com

Top Domains in Tweet in G5:
[21] statnews.com
[10] biomarin.com
[10] xconomy.com
[7] endpts.com
[3] investorvillage.com
[3] hemophilia-drug-development.com
[2] twitter.com
[2] biocentury.com
[2] evaluate.com
[1] sangamo.com

Top Domains in Tweet in G6:
[1] huffpost.com

Top Domains in Tweet in G7:
[4] wiley.com
[3] twitter.com
[3] tiny.cc
[2] nih.gov
[1] instagram.com

Top Domains in Tweet in G8:
[21] myhemophiliateam.com
[5] hematology.org
[4] gotowebinar.com
[3] twitter.com
[3] lnkd.in
[1] soundcloud.com
[1] bloodjournal.org
[1] ashemadrid.org
[1] hemophilia.org
[1] wfh.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[241] hemophilia
[183] haemophilia
[174] hiv
[72] infectedbloodinquiry
[33] contaminatedblood
[30] bleedingdisorders
[26] genetherapy
[14] biotech
[12] vwd
[12] isth19



Top Hashtags in Tweet in G1:
[37] hemophilia
[11] biotech
[9] haemophilia
[6] biomarin
[6] transgenic
[5] pharma
[5] vwd
[5] goats
[4] genetherapy
[4] bleedingdisorders

Top Hashtags in Tweet in G2:
[166] hiv
[2] hemophilia
[2] taintedblood
[1] aids

Top Hashtags in Tweet in G3:
[71] infectedbloodinquiry
[37] haemophilia
[33] contaminatedblood
[8] hiv
[3] mankyblood
[3] aids
[3] blood
[3] weare5000
[3] contaminatedbloodscandal
[1] endthenoliabilitylie

Top Hashtags in Tweet in G4:
[32] hemophilia
[29] haemophilia
[14] bleedingdisorders
[7] wbdehc
[6] vwd
[6] vonwillebrands
[5] vonwillebranddisease
[5] bloodfeed
[5] treatmentforall
[5] bloodinquiry

Top Hashtags in Tweet in G5:
[27] hemophilia
[11] isth19
[9] genetherapy
[5] haemophilia
[5] uniqure
[3] additional
[3] gene
[3] therapy
[2] not
[2] hemophiliaa

Top Hashtags in Tweet in G7:
[77] haemophilia
[52] hemophilia
[6] farmacocinetico
[5] emicizumab
[5] rpthreview
[4] hemofilia
[3] icymi
[2] wfh
[2] hemlibra
[2] pedaleaporlahemofilia

Top Hashtags in Tweet in G8:
[27] hemophilia
[8] madrid
[5] haemophilia
[3] freewebinar
[2] thrombosis
[2] motivationmonday
[1] hemofilia
[1] raredisease
[1] enfermedadesraras
[1] pacientes

Top Words
Top Words in Tweet in Entire Graph:
[1190] Words in Sentiment List#1: Positive
[1292] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[44632] Non-categorized Words
[47115] Total Words
[755] hemophilia
[368] haemophilia
[338] gene
[327] therapy
[256] more

Top Words in Tweet in G1:
[301] hemophilia
[203] ã
[138] gene
[134] therapy
[118] biomarin
[93] ø
[86] ì
[68] data
[68] ë
[60] ù

Top Words in Tweet in G2:
[179] picardonhealth
[173] boys
[166] #hiv
[162] infected
[161] school
[161] being
[160] more
[160] 50
[160] children
[160] disabilities

Top Words in Tweet in G3:
[114] haemophilia
[71] #infectedbloodinquiry
[65] blood
[52] collins_law
[52] inquiry
[46] infected
[44] haemosocuk_pi
[38] bloodinquiry
[37] schoolboys
[37] #haemophilia

Top Words in Tweet in G4:
[49] haemophilia
[35] hemophilia
[32] #hemophilia
[30] bleeding
[29] #haemophilia
[27] nhf_hemophilia
[27] disorders
[26] treatment
[25] care
[24] wfh

Top Words in Tweet in G5:
[98] gene
[95] therapy
[91] hemophilia
[80] bmrn
[38] data
[35] 3
[34] sgmo
[34] update
[31] biomarin
[27] #hemophilia

Top Words in Tweet in G6:
[2] perp
[2] walked
[2] mother
[2] child
[2] hemophilia
[2] front
[2] cameras
[2] riotwomennn
[2] willpowellart
[2] meetthepress

Top Words in Tweet in G7:
[77] #haemophilia
[54] profmakris
[52] #hemophilia
[37] discussed
[32] therapy
[31] gene
[18] haemophilia
[16] lenting
[15] program
[15] new

Top Words in Tweet in G8:
[29] hemophilia
[27] #hemophilia
[17] join
[12] h
[12] people
[11] myhemophiliateam
[10] 6
[9] cdc_ncbddd
[9] richardhabis
[9] feelings

Top Words in Tweet in G9:
[14] hemophilia
[12] rccoulombe
[5] taylorrmarshall
[4] royals
[4] garbageape
[3] victoria
[3] haemophilia
[3] royal
[3] european
[3] inbred

Top Words in Tweet in G10:
[15] trump
[15] fits
[15] extremely
[15] well
[15] euro
[15] royalty
[15] bunch
[15] dumb
[15] rich
[15] white

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[306] gene,therapy
[170] hemophilia,gene
[167] more,50
[166] 50,boys
[166] boys,school
[166] school,children
[166] children,disabilities
[166] disabilities,infected
[166] infected,#hiv
[166] #hiv,being

Top Word Pairs in Tweet in G1:
[126] gene,therapy
[119] ã,ã
[90] hemophilia,gene
[42] ø,ø
[40] ø,ù
[40] à,à
[33] ù,ø
[26] valoctocogene,roxaparvovec
[26] ë,ì
[23] data,shows

Top Word Pairs in Tweet in G2:
[160] more,50
[160] 50,boys
[160] boys,school
[160] school,children
[160] children,disabilities
[160] disabilities,infected
[160] infected,#hiv
[160] #hiv,being
[160] being,secretly
[160] secretly,enrolled

Top Word Pairs in Tweet in G3:
[24] blood,scandal
[22] #contaminatedblood,#haemophilia
[20] hep,c
[16] tragedy,89
[16] 89,'guinea
[16] 'guinea,pig'
[16] pig',schoolboys
[16] schoolboys,haemophilia
[16] haemophilia,given
[16] given,hiv

Top Word Pairs in Tweet in G4:
[25] bleeding,disorders
[13] gene,therapy
[11] pleased,announce
[9] women,bleeding
[9] care,treatment
[9] people,mild
[8] announce,information
[8] information,day
[8] day,people
[8] mild,moderate

Top Word Pairs in Tweet in G5:
[94] gene,therapy
[62] hemophilia,gene
[17] seek,approval
[17] 3,year
[16] approval,hemophilia
[16] therapy,durability
[16] durability,questions
[16] questions,persist
[16] update,hemophilia
[16] factor,viii

Top Word Pairs in Tweet in G6:
[2] perp,walked
[2] mother,child
[2] child,hemophilia
[2] front,cameras
[2] riotwomennn,willpowellart
[2] willpowellart,meetthepress
[2] meetthepress,yamiche
[2] yamiche,eurotechnocrat
[2] eurotechnocrat,kamala
[2] kamala,harris

Top Word Pairs in Tweet in G7:
[31] gene,therapy
[16] #haemophilia,#hemophilia
[12] participar,medical
[12] medical,education
[12] education,program
[12] program,haemophilia
[12] haemophilia,management
[10] neqas,meeting
[9] management,hospitallafe
[8] voy,participar

Top Word Pairs in Tweet in G8:
[8] iii,jornadas
[8] sobre,hemofilia
[8] hemofilia,abordaje
[8] abordaje,multidisciplinar
[8] multidisciplinar,17
[8] 17,18
[8] 18,junio
[8] junio,#madrid
[8] #madrid,hemostasiahulp
[8] magical,story

Top Word Pairs in Tweet in G9:
[4] taylorrmarshall,rccoulombe
[3] rccoulombe,hemophilia
[2] hemophilia,habsburg

Top Word Pairs in Tweet in G10:
[15] trump,fits
[15] fits,extremely
[15] extremely,well
[15] well,euro
[15] euro,royalty
[15] royalty,bunch
[15] bunch,dumb
[15] dumb,rich
[15] rich,white
[15] white,people

Top Replied-To
Top Replied-To in Entire Graph:
@rccoulombe
@krangtnelson
@garbageape
@factor8campaign
@nasa
@taylorrmarshall
@prof_gabriele
@ehc_haemophilia
@theview
@ktrtrs

Top Replied-To in G2:
@factor8campaign
@marymaskew
@gilmerhealthlaw
@inky_r

Top Replied-To in G3:
@bnorval48
@dhscgovuk
@graymf1
@factor8campaign
@zombie8mybrainz
@quickieleaks
@haemosocuk

Top Replied-To in G4:
@ehc_haemophilia
@nhf_hemophilia
@chrisloran123
@stjude
@bayer
@girottoguedes
@a9dph
@fwgbd
@physio_paul
@xgypt

Top Replied-To in G5:
@profmakris
@prb51
@hemophiliadd
@antonioregalado
@lblegend33
@mauriceontw
@mchilberg
@prof_dollar
@fghton
@bayareabiotechi

Top Replied-To in G6:
@jennrgrimes
@riotwomennn

Top Replied-To in G9:
@rccoulombe
@garbageape
@taylorrmarshall
@cortraditionis
@willmenaker

Top Mentioned
Top Mentioned in Entire Graph:
@picardonhealth
@profmakris
@collins_law
@haemosocuk_pi
@bloodinquiry
@factor8campaign
@campaigntb
@nhf_hemophilia
@bnorval48
@adamfeuerstein

Top Mentioned in G1:
@bioinformaticsb
@clinicalphase
@drugapprovalbio
@shubh_jeevan
@cmencke
@judsontelemed
@cam_bio
@clinicalapprova
@jk56619921
@sgmotherhood

Top Mentioned in G2:
@picardonhealth
@gilmerhealthlaw
@campaigntb
@hemojourno
@seastarbatita
@sfdirewolf
@disvisibility
@marganina
@factor8campaign
@oneoffdave1

Top Mentioned in G3:
@collins_law
@haemosocuk_pi
@bloodinquiry
@factor8campaign
@bnorval48
@dr_philippaw
@campaigntb
@dianajohnsonmp
@skynews
@haemosexual

Top Mentioned in G4:
@nhf_hemophilia
@ehc_haemophilia
@profmakris
@wfhemophilia
@brianhaemophil1
@thewoollard
@afh_officiel
@pjlynch
@haemnet
@haemophiliairl

Top Mentioned in G5:
@adamfeuerstein
@_b_i_o_t_e_c_h_
@johncendpts
@biostocks
@antonioregalado
@statnews
@profmakris
@sangamotx
@pfizer
@biotech2050

Top Mentioned in G6:
@willpowellart
@meetthepress
@yamiche
@eurotechnocrat
@katid22
@juliesmithm
@thedonofyreka
@ebowlimg
@taznum8
@prgmaticpolitic

Top Mentioned in G7:
@profmakris
@hospitallafe
@jeffreyvarela
@wapps_hemo
@ashecova
@rpthjournal
@juanemegias
@hidrolsg
@drkinkam
@brianhaemophil1

Top Mentioned in G8:
@cdc_ncbddd
@richardhabis
@hemostasiahulp
@hemofiliamadrid
@bloodjournal
@vjimenez
@ash_hematology
@thrombosisday
@hemophiliafl
@santamariaparo

Top Mentioned in G9:
@rccoulombe
@taylorrmarshall
@frogbaby236
@willmenaker

Top Mentioned in G10:
@gin_and_tacos

Top Tweeters
Top Tweeters in Entire Graph:
@prpnews
@derick04kt1772
@life_sciences_
@razzletazzlemag
@_globalcareers
@marketcurrents
@asher_wolf
@newsfromspi
@eurekamag
@akuma_river

Top Tweeters in G1:
@prpnews
@razzletazzlemag
@_globalcareers
@marketcurrents
@newsfromspi
@provesting
@crweworld
@newswithvalue
@channelnewsasia
@bioportfolio

Top Tweeters in G2:
@asher_wolf
@globeandmail
@natricer
@drrimmer
@frygerard
@magapanthus
@sfdirewolf
@sidcelery
@absalomedia
@red_mercer

Top Tweeters in G3:
@bbcnews
@skynews
@abcnews
@quickieleaks
@fiona_fionnagal
@cnni
@expressandstar
@bbcscotlandnews
@euronews
@funmusicuk

Top Tweeters in G4:
@saultgirldonna
@melo58
@xgypt
@hemomomwithhart
@garethpresch
@amirhannan
@fabrice_pilorge
@ataxia_and_me
@psychtoday
@merrionstreet

Top Tweeters in G5:
@spanishcountry
@nick_zen
@operationoxygen
@reiver
@portefeuillefun
@matthewherper
@methos2010
@pnani456
@adamfeuerstein
@sharkbiotech

Top Tweeters in G6:
@pwm62
@smileyt22
@supareaper
@riotwomennn
@pelosisquadfive
@piatfernandez
@fisherburton
@todmoore3
@omarthewonder
@wonderbitchtoo

Top Tweeters in G7:
@tekhelet
@duedevocacion
@joseluis_pa
@drkinkam
@javier_carrerah
@hospitallafe
@tuvidasindolor
@mcosulliv
@marktkenny
@renohemonc

Top Tweeters in G8:
@datadrivencare
@aucdnews
@cdc_genomics
@vjimenez
@thrombosisday
@ash_hematology
@cdc_ncbddd
@isth
@marisolromon
@saragbarcenilla

Top Tweeters in G9:
@willmenaker
@epweissengruber
@laurenalder
@lary9
@doktorpaine
@garbageape
@holliloki
@inalonelyplace_
@taylorrmarshall
@maceamonn

Top Tweeters in G10:
@unclemuley
@wesflinn
@bakedzitifanz
@jljde
@cattrip1
@n1mporte_qui
@gin_and_tacos
@dangeroo_
@nkosilathishang
@the_dugster