@bmsnews, Twitter, 8/3/2022 5:53:22 PM, 279815


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@bmsnews Twitter NodeXL SNA Map and Report for Wednesday, 03 August 2022 at 17:51 UTC
@bmsnews Twitter NodeXL SNA Map and Report for Wednesday, 03 August 2022 at 17:51 UTC
From:
SMRFoundation
Uploaded on:
August 03, 2022
Short Description:
@bmsnews via NodeXL https://bit.ly/3ByQrSa
@bmsnews
@_solti
@sarugesh
@cudeptmedicine
@judymao1988
@ernanicunhaser1
@juanma19712012
@tashacns
@htaylorschlitz
@jenny5778kemp

Top hashtags:
#fortunehealth
#pcpa2022
#beyondandtogether
#biopharma
#cancercare
#biotech

Description:
Description
The graph represents a network of 514 Twitter users whose recent tweets contained "@bmsnews", 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 Wednesday, 03 August 2022 at 17:52 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 43-minute period from Sunday, 24 July 2022 at 18:22 UTC to Wednesday, 03 August 2022 at 17:06 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 : 514
Unique Edges : 1317
Edges With Duplicates : 692
Total Edges : 2009
Number of Edge Types : 5
Retweet : 163
MentionsInRetweet : 816
Mentions : 949
Replies to : 78
Tweet : 3
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0233837689133425
Reciprocated Edge Ratio : 0.0456989247311828
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 514
Maximum Edges in a Connected Component : 2009
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.917357
Graph Density : 0.00564316108039229
Modularity : 0.558235
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 514 Twitter users whose recent tweets contained "@bmsnews", 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 Wednesday, 03 August 2022 at 17:52 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 43-minute period from Sunday, 24 July 2022 at 18:22 UTC to Wednesday, 03 August 2022 at 17:06 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : @bmsnews
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Color : In-Degree
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[69] https://www.businesswire.com/news/home/20220728006068/en/Bristol-Myers-Squibb-Provides-Update-on-CheckMate--914-Trial-Evaluating-Opdivo-nivolumab-Plus-Yervoy-ipilimumab-as-Adjuvant-Treatment-of-Localized-Renal-Cell-Carcinoma
[5] https://obliteride.org:443/
[4] https://www.youtube.com/watch?v=HY6Usx79TtE&cid=s_1767795

[4] https://Pharm2Market.app
[4] https://www.businesswire.com/news/home/20220720005158/en/Bristol-Myers-Squibb-Launches-Disability-Diversity-in-Clinical-Trials-DDiCT-Initiative-to-Improve-Healthcare-Outcomes-for-People-with-Disabilities
[3] https://www.youtube.com/watch?v=wZpcwE1FHtQ

[3] https://www.massbio.org/news/recent-news/bristol-myers-squibb-and-massbio-event-poised-to-catalyze-scientific-innovation/
[3] https://twitter.com/TheMilnerInst/status/1541798132756975628
[3] https://www.youtube.com/watch?v=HY6Usx79TtE&cid=s_1767796

[3] https://twitter.com/AmericanCancer/status/1552305424694710274

Top URLs in Tweet in G1:
[5] https://obliteride.org:443/
[4] https://www.youtube.com/watch?v=HY6Usx79TtE&cid=s_1767795

[4] https://www.businesswire.com/news/home/20220720005158/en/Bristol-Myers-Squibb-Launches-Disability-Diversity-in-Clinical-Trials-DDiCT-Initiative-to-Improve-Healthcare-Outcomes-for-People-with-Disabilities
[3] https://news.bms.com/news/details/2022/Bristol-Myers-Squibb-Launches-Disability-Diversity-in-Clinical-Trials-DDiCT-Initiative-to-Improve-Healthcare-Outcomes-for-People-with-Disabilities/default.aspx?linkId=174202653
[3] https://www.youtube.com/watch?v=HY6Usx79TtE&cid=s_1767797

[3] https://www.youtube.com/watch?v=HY6Usx79TtE&cid=s_1767796

[3] https://www.massbio.org/news/recent-news/bristol-myers-squibb-and-massbio-event-poised-to-catalyze-scientific-innovation/
[2] https://twitter.com/advocacyxchange/status/1554844549939347457
[2] https://www.bms.com/life-and-science/science/leadership-in-cell-therapy-and-advancing-cancer-research.html?cid=s_1768267&linkId=174700203
[2] https://twitter.com/AmericanCancer/status/1552305424694710274

Top URLs in Tweet in G2:
[69] https://www.businesswire.com/news/home/20220728006068/en/Bristol-Myers-Squibb-Provides-Update-on-CheckMate--914-Trial-Evaluating-Opdivo-nivolumab-Plus-Yervoy-ipilimumab-as-Adjuvant-Treatment-of-Localized-Renal-Cell-Carcinoma

Top URLs in Tweet in G3:
[4] https://Pharm2Market.app
[3] https://www.youtube.com/watch?v=wZpcwE1FHtQ

[2] https://endpts.com/more-deals-ahead-for-bristol-myers-squibb-ceo-giovanni-caforio-touts-size-agnostic-bd-strategy/
[2] https://www.fiercebiotech.com/biotech/replay-snatches-55m-seed-funding-author-next-gen-genome-medicines
[2] https://myemail.constantcontact.com/Innovation-NJ-Weekly-Update.html?soid=1117243720625&aid=OLuw-BLoi1M
[1] https://pharmaphorum.com/news/roche-scores-phase-3-win-for-subcutaneous-tecentriq-eyes-filings/
[1] https://pharmaphorum.com/news/opdualag-off-to-a-flying-start-says-bms-ceo/
[1] https://pharmaphorum.com/news/bms-plan-to-move-opdivo-into-adjuvant-rcc-gets-knocked-back/
[1] https://www.digitalpharmaeast.com/
[1] https://theconferenceforum.org/conferences/partners-in-drug-delivery/overview/

Top URLs in Tweet in G5:
[3] https://twitter.com/TheMilnerInst/status/1541798132756975628
[3] https://www.ukbiobank.ac.uk/learn-more-about-uk-biobank/news/final-data-release-from-the-world-s-largest-whole-exome-sequencing-project
[1] https://www.milner.cam.ac.uk/milner-symposium-2022/
[1] https://www.fiercebiotech.com/biotech/bighat-protects-against-stormy-market-conditions-big-pharmas-joining-80m-series-b

Top URLs in Tweet in G7:
[1] https://www.blueweaveconsulting.com/report/axial-spondyloarthritis-market

Top URLs in Tweet in G8:
[1] https://bestliveforexcomexrecommendationsprovider.wordpress.com/2022/07/29/eurusd-pair-started-a-recovery-above-1-0180-29-july-2022/

Top URLs in Tweet in G9:
[1] https://twitter.com/bmsnews/status/1551687474036068352

Top Domains
Top Domains in Tweet in Entire Graph:
[73] businesswire.com
[13] youtube.com
[9] twitter.com
[5] obliteride.org
[5] fiercebiotech.com
[5] bms.com
[4] massbio.org
[4] ac.uk
[4] pharm2market.app
[3] consalud.es

Top Domains in Tweet in G1:
[10] youtube.com
[5] bms.com
[5] obliteride.org
[4] twitter.com
[4] massbio.org
[4] businesswire.com
[3] consalud.es
[2] v.org
[2] fiercepharma.com
[2] pharmamanufacturing.com

Top Domains in Tweet in G2:
[69] businesswire.com

Top Domains in Tweet in G3:
[4] pharm2market.app
[3] youtube.com
[3] pharmaphorum.com
[2] endpts.com
[2] fiercebiotech.com
[2] constantcontact.com
[1] digitalpharmaeast.com
[1] theconferenceforum.org
[1] pharmacychecker.com

Top Domains in Tweet in G5:
[4] ac.uk
[3] twitter.com
[1] fiercebiotech.com

Top Domains in Tweet in G7:
[1] blueweaveconsulting.com

Top Domains in Tweet in G8:
[1] wordpress.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] fortunehealth
[10] pcpa2022
[10] beyondandtogether
[9] biopharma
[9] cancercare
[8] biotech
[7] pcpaconf2022
[7] medicalconference
[6] lgbtq
[6] cancer



Top Hashtags in Tweet in G1:
[10] fortunehealth
[7] biopharma
[6] cancer
[6] lgbtq
[5] tcell
[5] immunotherapies
[4] cartcelltherapy
[4] clinicaltrials
[4] disabilitypridemonth
[4] ai

Top Hashtags in Tweet in G2:
[2] staytuned
[1] beatfabrice
[1] esmo22

Top Hashtags in Tweet in G3:
[5] biotech
[3] prixgalien
[2] bigpharma
[2] wallstreet
[2] deals
[2] pharma
[2] revlimid
[2] pipeline
[2] antithrombotic
[2] milvexian

Top Hashtags in Tweet in G5:
[1] bioscience
[1] therapeutics
[1] biotech
[1] pharma

Top Hashtags in Tweet in G7:
[1] axial_spondyloarthritis
[1] blueweave
[1] healthcare
[1] marketresearch

Top Hashtags in Tweet in G8:
[1] eurusd
[1] usa
[1] uae
[1] singapore
[1] dubai
[1] australia
[1] france
[1] canada

Top Hashtags in Tweet in G9:
[2] jjoanc2022
[2] powerofadream

Top Words
Top Words in Tweet in Entire Graph:
[284] bmsnews
[83] oncoalert
[82] businesswire
[78] big
[75] months
[75] release
[72] adjuvant
[71] press
[70] ipi
[70] rcc

Top Words in Tweet in G1:
[77] bmsnews
[21] de
[17] watch
[15] cancer
[14] bristol
[14] myers
[13] clinical
[12] trials
[12] squibb
[12] coast

Top Words in Tweet in G2:
[82] bmsnews
[82] businesswire
[82] oncoalert
[71] adjuvant
[70] ipi
[70] release
[69] nivo
[69] months
[69] high
[69] risk

Top Words in Tweet in G3:
[25] bmsnews
[15] merck
[15] pfizer
[7] roche
[7] jnjnews
[7] sanofi
[6] gsk
[5] abbvie
[5] #biotech
[5] replay

Top Words in Tweet in G4:
[28] hfsa
[28] 4hcm
[28] hcmbeat
[28] lindsayluvdavis
[28] purviparwani
[28] mmartinezheart
[28] chriskramermd
[28] bbaibhav
[28] jct_ucb
[28] bmsnews

Top Words in Tweet in G5:
[9] bmsnews
[7] astrazenecauk
[5] lillypad
[4] cosynetherapeu1
[4] cambridge_uni
[4] camneuro
[3] themilnerinst
[3] team
[3] invite
[3] superb

Top Words in Tweet in G6:
[8] shiv_smith
[7] xolisajane
[7] cancer
[6] oncolojo
[6] marcelletauber
[6] rebeccajohl
[6] karhod21
[6] rt_imperial
[6] maggiescentres
[6] ukons

Top Words in Tweet in G7:
[7] bmsnews
[7] takedapharma
[6] months
[6] mini
[6] golf
[6] good
[6] 2022
[6] sponsors
[6] serestx
[6] cambridgetrust

Top Words in Tweet in G8:
[4] bristolcity
[3] bbcbristol
[3] bbcrb
[3] bmsnews
[3] official_brfc
[3] bristollive
[2] boycottfamilylw
[2] dominicraab
[2] tflp_bristol
[2] bristol_citizen

Top Words in Tweet in G9:
[3] bmsnews
[2] honored
[2] jackandjillinc
[2] #jjoanc2022
[2] receiving
[2] notable
[2] alumni
[2] honoree
[2] award
[2] thankful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] bmsnews,businesswire
[71] press,release
[69] adjuvant,nivo
[69] nivo,ipi
[69] ipi,months
[69] months,high
[69] high,risk
[69] risk,rcc
[69] rcc,meet
[69] meet,primary

Top Word Pairs in Tweet in G1:
[14] bristol,myers
[12] clinical,trials
[12] myers,squibb
[10] fortunemagazine,bstormhealth
[10] watch,video
[10] video,#fortunehealth
[9] squibb,bmsnews
[8] bmsnews,discrimina
[8] discrimina,despide
[8] despide,de

Top Word Pairs in Tweet in G2:
[82] bmsnews,businesswire
[69] adjuvant,nivo
[69] nivo,ipi
[69] ipi,months
[69] months,high
[69] high,risk
[69] risk,rcc
[69] rcc,meet
[69] meet,primary
[69] primary,endpoint

Top Word Pairs in Tweet in G3:
[6] merck,bmsnews
[5] pfizer,merck
[5] pfizer,bmsnews
[4] merck,jnjnews
[3] #prixgalien,golden
[3] golden,jubilee
[3] jubilee,biotechnology
[3] biotechnology,nominees
[3] nominees,roche
[3] roche,merck

Top Word Pairs in Tweet in G4:
[28] hfsa,4hcm
[28] 4hcm,hcmbeat
[28] hcmbeat,lindsayluvdavis
[28] purviparwani,mmartinezheart
[28] mmartinezheart,chriskramermd
[28] chriskramermd,bbaibhav
[28] bbaibhav,jct_ucb
[28] jct_ucb,bmsnews
[28] bmsnews,cytokinetics
[28] cytokinetics,masriahmadmd

Top Word Pairs in Tweet in G5:
[4] bmsnews,astrazenecauk
[4] astrazenecauk,lillypad
[4] lillypad,cosynetherapeu1
[4] cosynetherapeu1,cambridge_uni
[4] cambridge_uni,camneuro
[3] themilnerinst,team
[3] team,invite
[3] invite,superb
[3] superb,meeting
[3] meeting,fascinating

Top Word Pairs in Tweet in G6:
[6] oncolojo,marcelletauber
[6] rebeccajohl,karhod21
[6] karhod21,rt_imperial
[6] rt_imperial,maggiescentres
[6] maggiescentres,xolisajane
[6] xolisajane,ukons
[6] anthonynolan,kidneycanceruk
[6] kidneycanceruk,teenagecancer
[6] teenagecancer,bloodcancer_uk
[6] bloodcancer_uk,prostateuk

Top Word Pairs in Tweet in G7:
[6] months,mini
[6] mini,golf
[6] golf,good
[6] good,2022
[6] 2022,sponsors
[6] sponsors,bmsnews
[6] bmsnews,serestx
[6] serestx,cambridgetrust
[6] cambridgetrust,takedapharma
[6] takedapharma,harborclinical

Top Word Pairs in Tweet in G8:
[3] bmsnews,official_brfc
[2] boycottfamilylw,dominicraab
[2] dominicraab,bristollive
[2] bristollive,tflp_bristol
[2] tflp_bristol,bristol_citizen
[2] bristol_citizen,bbcrb
[2] bbcrb,peachestweets
[2] peachestweets,bristolcity
[2] bristolcity,bbcbristol
[2] bbcbristol,bmsnews

Top Word Pairs in Tweet in G9:
[2] honored,jackandjillinc
[2] jackandjillinc,#jjoanc2022
[2] #jjoanc2022,receiving
[2] receiving,notable
[2] notable,alumni
[2] alumni,honoree
[2] honoree,award
[2] award,thankful
[2] thankful,amazing
[2] amazing,sponosrs

Top Replied-To
Top Replied-To in Entire Graph:
@sriharinaidumd
@drchoueiri
@bmsnews
@cpcispr
@cigna
@shiv_smith
@fandremd
@guoncgarciaja
@lvcollabs
@boycottfamilylw

Top Replied-To in G1:
@cpcispr
@bmsnews
@thecenterlv

Top Replied-To in G2:
@drchoueiri
@guoncgarciaja
@fandremd
@edesplin

Top Replied-To in G3:
@cigna
@mckessonpharma
@bmsnews
@rnaianalyst
@jackposobiec
@lifeinsurepro

Top Replied-To in G4:
@sriharinaidumd
@aymanka
@ankurkalramd
@docbhardwaj
@csheartresearch
@pnatarajanmd

Top Replied-To in G5:
@lakatoslab

Top Replied-To in G6:
@shiv_smith
@oncolojo
@m_worm
@caspertown42

Top Replied-To in G8:
@boycottfamilylw

Top Replied-To in G10:
@marietaportu

Top Mentioned
Top Mentioned in Entire Graph:
@bmsnews
@oncoalert
@businesswire
@hfsa
@4hcm
@hcmbeat
@lindsayluvdavis
@purviparwani
@mmartinezheart
@chriskramermd

Top Mentioned in G1:
@bmsnews
@samithirawat
@fortunemagazine
@bstormhealth
@dstalentatwork
@obliteride
@juliesowash
@bmsiberia
@massbio
@ksatnews

Top Mentioned in G2:
@bmsnews
@businesswire
@oncoalert
@danafarber_gu
@danafarber
@drranamckay
@bradmcg04
@tiansterzhang
@montypal
@neerajaiims

Top Mentioned in G3:
@bmsnews
@merck
@pfizer
@roche
@jnjnews
@sanofi
@gsk
@abbvie
@novartis
@astrazeneca

Top Mentioned in G4:
@hfsa
@4hcm
@hcmbeat
@lindsayluvdavis
@purviparwani
@mmartinezheart
@chriskramermd
@bbaibhav
@jct_ucb
@bmsnews

Top Mentioned in G5:
@bmsnews
@astrazenecauk
@lillypad
@cosynetherapeu1
@cambridge_uni
@camneuro
@themilnerinst
@regeneron
@regenerondna
@pfizer

Top Mentioned in G6:
@marcelletauber
@rebeccajohl
@karhod21
@rt_imperial
@maggiescentres
@xolisajane
@anthonynolan
@kidneycanceruk
@teenagecancer

Top Mentioned in G7:
@bmsnews
@takedapharma
@serestx
@cambridgetrust
@harborclinical
@halloranconsult
@danforthadvisor
@perspective
@safety_partners
@nemetzgroup

Top Mentioned in G8:
@bbcbristol
@bristolcity
@bbcrb
@bmsnews
@official_brfc
@bristollive
@dominicraab
@tflp_bristol
@bristol_citizen
@peachestweets

Top Mentioned in G9:
@bmsnews
@jackandjillinc
@unilever
@prudential
@disney
@citi
@meta
@humana
@american_heart
@aflac

Top Mentioned in G10:
@oncoalert
@hospitaldelmar
@aticcoworkspace
@noeliavilarino
@arriola_edurne
@anaarance1
@dragvillalba
@ico_oncologia
@vhir_
@hospitalclinic

Top Tweeters
Top Tweeters in Entire Graph:
@jimmyroybloom
@ml_tweet_bot
@wordfinga
@ilona84010600
@rafaelg21253842
@consalud_es
@ksatnews
@kurtwhi76271815
@fortunemagazine
@bristollive

Top Tweeters in G1:
@jimmyroybloom
@ml_tweet_bot
@ilona84010600
@rafaelg21253842
@consalud_es
@ksatnews
@kurtwhi76271815
@fortunemagazine
@natrellabot
@homeyra1988

Top Tweeters in G2:
@urotoday
@oncoalert
@salingpusalang
@renohemonc
@ourwaroncancer
@xemadeyaka14
@segol60
@danafarber
@businesswire
@alexhermen

Top Tweeters in G3:
@jackposobiec
@mburns2009
@fcbayern
@pharmaphorum
@gil_bashe
@mrnadisrupts
@rnaianalyst
@cigna
@pharmacychecker
@jnjnews

Top Tweeters in G4:
@wordfinga
@aymanka
@purviparwani
@csheartresearch
@masriahmadmd
@jodieingles27
@ankurkalramd
@lindsayluvdavis
@pnatarajanmd
@jct_ucb

Top Tweeters in G5:
@lillypad
@jgreid
@cambridge_uni
@drsimoncook1
@camneuro
@amgen
@fordversyptlab
@takeda
@biogen
@regeneron

Top Tweeters in G6:
@shiv_smith
@bloodcancer_uk
@caspertown42
@prostateuk
@teenagecancer
@anthonynolan
@marcelletauber
@maggiescentres
@oncolojo
@xolisajane

Top Tweeters in G7:
@takedapharma
@ls_cares
@abbvieus
@wwfh_ma
@erlandinc
@safety_partners
@blueweavec
@halloranconsult
@cambridgetrust
@erlandbmack15

Top Tweeters in G8:
@bristollive
@boycottfamilylw
@bristolcity
@bristol_citizen
@official_brfc
@bbcbristol
@bristolbears
@bbcrb
@bmsupdates
@thangammp

Top Tweeters in G9:
@att
@tashacns
@nascar
@aarp
@american_heart
@disney
@citi
@htaylorschlitz
@humana
@meta

Top Tweeters in G10:
@hospitaldelmar
@hospitalclinic
@vhir_
@hguvalencia
@ico_oncologia
@daiichisankyoes
@astrazenecaes
@_solti
@hospital_fjd
@aticcoworkspace


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