#JPM19, Twitter, 1/9/2019 3:56:54 PM, 181311


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#JPM19_2019-01-09_06-33-56.xlsx
#JPM19_2019-01-09_06-33-56.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 09, 2019
Short Description:
#JPM19 via NodeXL http://bit.ly/2TB9D8z
@aminekorchimd
@jpmorgan
@brianreid
@rasushrestha
@stuartblitz
@adamfeuerstein
@chrissyfarr
@pearlf
@2healthguru
@illumina

Top hashtags:
#jpm19
#jpmhc19
#jpm2019
#startuphealth
#healthcare
#pinksocks
#digitalhealth
#ai

Description:
Description
The graph represents a network of 6,013 Twitter users whose recent tweets contained "#JPM19", 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, 09 January 2019 at 14:43 UTC.

The tweets in the network were tweeted over the 2-day, 15-hour, 0-minute period from Sunday, 06 January 2019 at 23:32 UTC to Wednesday, 09 January 2019 at 14:33 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 : 6013
Unique Edges : 12854
Edges With Duplicates : 7882
Total Edges : 20736
Self-Loops : 2017
Reciprocated Vertex Pair Ratio : 0.047660882934329
Reciprocated Edge Ratio : 0.0909853249475891
Connected Components : 361
Single-Vertex Connected Components : 239
Maximum Vertices in a Connected Component : 5433
Maximum Edges in a Connected Component : 20063
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.196123
Graph Density : 0.00039584891417896
Modularity : 0.496403
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[60] https://www.statnews.com/2019/01/07/eli-lilly-to-acquire-loxo/
[36] https://twitter.com/brianreid/status/1082297406761226241
[31] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/Rm3vVP
[31] https://endpts.com/jpm19-starts-with-eli-lillys-8b-buyout-of-loxo-oncology/
[26] https://www.statnews.com/2019/01/05/more-women-on-jpm-stage-the-michaels/
[23] https://www.replate.org/
[21] http://wareflo.com/jpm19.htm
[20] https://jpmorgan.metameetings.net/events/healthcare19/general_signin
[19] http://maps.instantmagazine.com/publications/elevate-magazine-issue3/two-faces-of-the-digital-revolution/
[17] https://observer.com/2019/01/flyover-tech-jp-morgan-healthcare-investment-conference/

Top URLs in Tweet in G1:
[56] https://www.statnews.com/2019/01/07/eli-lilly-to-acquire-loxo/
[21] https://twitter.com/brianreid/status/1082297406761226241
[18] https://endpts.com/jpm19-starts-with-eli-lillys-8b-buyout-of-loxo-oncology/
[16] https://www.statnews.com/2019/01/05/more-women-on-jpm-stage-the-michaels/
[10] https://www.bloomberg.com/news/videos/2019-01-07/sage-ceo-planning-to-launch-new-postpartum-drug-in-2019-video
[9] https://www.businesswire.com/news/home/20190107005376/en/Celgene-Corporation-Announces-2019-Financial-Guidance-Key
[8] https://www.biocentury.com/bc-extra/politics-policy/2019-01-08/gottlieb-describes-innovation-office-biosimilars-policies-jp-
[8] http://phx.corporate-ir.net/phoenix.zhtml?c=253991&p=irol-newsArticle&ID=2382311
[7] https://www.fda.gov/downloads/Drugs/DevelopmentApprovalProcess/DrugInnovation/UCM629290.pdf
[7] https://twitter.com/adamfeuerstein/status/1082027508558553088

Top URLs in Tweet in G2:
[15] http://maps.instantmagazine.com/publications/elevate-magazine-issue3/two-faces-of-the-digital-revolution/
[10] https://twitter.com/startuphealth/status/1082532263814848516
[10] https://www.symplur.com/healthcare-hashtags/jpm19/
[10] https://www.startuphealth.com/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181116
[9] https://www.fastcompany.com/90288718/digital-health-hits-record-funding-in-2018-totaling-14b-is-it-enough
[8] https://www.fiercehealthcare.com/special-report/fiercehealthcare-s-fierce15-2019
[8] https://techcrunch.com/2019/01/08/ibm-unveils-its-first-commercial-quantum-computer/
[8] https://www.econlib.org/library/Enc/CreativeDestruction.html
[8] http://nolahi.com/

Top URLs in Tweet in G3:
[14] http://www.ey.com/firepower
[8] https://www.linkedin.com/pulse/here-our-picks-top-life-sciences-issues-2019-we-head-jp-karen-young/
[6] http://newsroom.gehealthcare.com/partnership-for-safer-and-more-precise-immunotherapies?utm_source=twitter.com&utm_medium=GESocial&utm_content=&utm_campaign=Vanderbilt+Partnership
[5] http://www.ey.com/healthmarketnavigator
[4] https://event.on24.com/wcc/r/1900818/60A1E46FF1D294F15929877D37F7F4AF
[3] https://twitter.com/2MorrowInc/status/1082643087787057153
[3] http://fortune.com/newsletter/brainstormhealth/
[2] https://www.jnjinnovation.com/?utm_content=82198944&utm_medium=social&utm_source=twitter&hss_channel=tw-1260044826
[2] https://twitter.com/LifeSciVC/status/1082274029388615680
[2] https://ebdgroup.knect365.com/digimed-showcase/agenda/2#workshops-and-panels_lunch-panel-the-convergence-of-pharma-tech-medtech-and-digital-medicine-where-are-we-now-parc-55

Top URLs in Tweet in G4:
[26] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/Rm3vVP
[13] https://omicsomics.blogspot.com/2019/01/2019-sequencing-tech-speculations-part_6.html
[8] https://ihaque.org
[7] https://www.statnews.com/2018/01/08/tips-create-effective-biotech-partnerships/?sf96319975=1
[7] https://twitter.com/illumina/status/1082416671929688064
[6] http://investor.genomichealth.com/events/event-details/37th-annual-jp-morgan-healthcare-conference
[5] https://www.bizjournals.com/sanfrancisco/news/2019/01/07/jpm19-biotech-companies-to-watch-jpm-week.html
[5] https://www.jpmorgan.com/global/healthcareconference
[4] https://www.gene.com/partners?utm_source=twitter&utm_medium=paid&utm_content=metadata&utm_campaign=JPM%202019&sf96317576=1
[3] https://twitter.com/ukawhittaker/status/1082686217395683328

Top URLs in Tweet in G5:
[8] https://www.businessinsider.com/eli-lilly-to-buy-loxo-oncology-in-8-billion-cancer-drug-deal-2019-1
[7] https://www.modernhealthcare.com/article/20190108/NEWS/190109930?utm_source=modernhealthcare&utm_medium=email&utm_content=20190108-NEWS-190109930&utm_campaign=am
[7] https://www.modernhealthcare.com/article/20190107/NEWS/190109937/on-the-ground-at-j-p-morgans-health-conference
[6] https://medcitynews.com/2019/01/challenges-and-opportunities-in-fdas-new-digital-health-regulations/
[6] https://medcitynews.com/2019/01/cvs-health-ceo-lays-out-plans-for-aetna-integration-at-jpm/
[5] https://medcitynews.com/2019/01/at-jpm-i-am-the-other-brown-woman-and-thats-hilarious-but-the-jokes-on-you/
[5] https://www.healthaffairs.org/doi/pdf/10.1377/hlthaff.2018.05144
[4] https://www.healthaffairs.org/do/10.1377/hblog20181218.956406/full/#.XDORfbw5lVI.twitter
[4] https://www.mmm-online.com/home/channel/roundup/five-things-for-pharma-marketers-to-know-monday-january-7-2019/
[3] https://medcitynews.com/2019/01/lilly-to-acquire-loxo-oncology-for-8b/

Top URLs in Tweet in G6:
[5] https://twitter.com/medshronline/status/1082004057043230723
[3] http://investorrelations.sarepta.com/events-and-presentations?platform=hootsuite
[3] http://sparktx.com/scientific-platform-programs/
[3] https://jpmorgan.metameetings.net/events/healthcare19/sessions/23888-teladoc-health/webcast
[3] https://www.startuphealth.com/
[3] https://twitter.com/2healthguru/status/1082443131239391233
[2] https://twitter.com/goodwinlaw/status/1082381543362973698
[2] https://www.goodwinlaw.com/minisites/jpm
[2] https://www.quanterix.com/resources/conferences/37th-annual-jp-morgan-healthcare-conference
[2] https://www.thinkninja.io/news

Top URLs in Tweet in G7:
[6] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/CPe2vT
[5] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/Rm3vVP
[4] https://endpts.com/jpm19-starts-with-eli-lillys-8b-buyout-of-loxo-oncology/
[3] https://thesugarchallenge.com/
[3] https://www.businessinsider.com/women-in-healthcare-dont-make-it-to-executive-c-suite-level-2019-1?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=desktop&referrer=twitter
[3] https://twitter.com/stuartblitz/status/1082381487108874241
[3] http://usblogs.pwc.com/deals/global-pharma-and-life-sciences-deals-insights-year-end-2018/
[2] https://www.jpmorgan.com/global/healthcareconference
[2] https://www.businessinsider.com/eli-lilly-to-buy-loxo-oncology-in-8-billion-cancer-drug-deal-2019-1
[2] https://twitter.com/StuartBlitz/status/1082381487108874241

Top URLs in Tweet in G8:
[2] https://twitter.com/shaibiran/status/1082847156631785472
[2] https://www.spglobal.com/marketintelligence/en/news-insights/trending/2JGTnZG_JwQj7zxfmMuYmQ2
[2] https://www.etsy.com/listing/634880188/virus-dots-silk-chiffon-scarf-blue-on?utm_source=Twitter&utm_medium=PageTools&utm_campaign=Share&utm_term=so.lp.d2.v1&share_time=1546963090000
[1] http://macbiocom.com
[1] https://twitter.com/Tuck_RKstar/status/1081271332808151040
[1] https://twitter.com/macbiocom/status/1082307844744011776
[1] http://s2.q4cdn.com/231003812/files/doc_presentations/2019/ResMed_2019-JPM_vFINAL_01072019.pdf
[1] http://s2.q4cdn.com/231003812/files/doc_downloads/2019/01/Presentation-Transcript.pdf
[1] http://s2.q4cdn.com/231003812/files/doc_downloads/2019/01/Q-A-Transcript.pdf
[1] https://twitter.com/CGrantWSJ/status/1082757616768450560

Top URLs in Tweet in G9:
[3] https://www.prnewswire.com/news-releases/grand-rounds-expands-executive-team-with-hire-of-chief-medical-officer-300773258.html?tc=eml_cleartime
[2] https://www.genialis.com/2019/01/07/genialis-bolsters-scientific-advisory-board-ahead-of-io-biomarker-platform-debut/
[1] https://www.fda.gov/NewsEvents/Newsroom/PressAnnouncements/ucm629306.htm
[1] https://twitter.com/RfwrightLSL/status/1082317340614680577
[1] https://twitter.com/Rock_Health/status/1082352674333372416
[1] https://twitter.com/Brightinsightco/status/1082372234168086529
[1] https://twitter.com/Cascadia/status/1082474726369374210
[1] https://twitter.com/myopennotes/status/1082767658964189184
[1] https://twitter.com/StuartBlitz/status/1082381487108874241
[1] https://www.ajmc.com/newsroom/bms-celgene-discuss-74-billion-acquisition-during-jp-morgan-healthcare-conference

Top URLs in Tweet in G10:
[2] https://www.nature.com/articles/s41591-018-0320-3
[2] https://www.nature.com/articles/s41591-018-0322-1
[1] https://www.novartis.com/news/media-releases/sandoz-and-pear-therapeutics-announce-us-launch-reset-otm-help-treat-opioid-use-disorder
[1] https://www.businessinsider.com/women-in-healthcare-dont-make-it-to-executive-c-suite-level-2019-1?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=desktop&referrer=twitter?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=desktop&referrer=twitter
[1] https://www.instagram.com/p/BsZ3l-PFSBJsc-k6aN_8BBQdAVX-82q2FIjXzY0/?utm_source=ig_twitter_share&igshid=q059n29dno9f
[1] https://twitter.com/shireplc/status/1082440339896573952
[1] https://www.instagram.com/p/BsYpaqOBNJI/?utm_source=ig_share_sheet&igshid=2go3s0v8kpe0
[1] https://www.statnews.com/2019/01/07/fda-plans-to-create-a-new-office-to-leverage-cutting-edge-science/
[1] https://connectedsocialmedia.com/17010/tech-tonics-axel-heitmueller-everything-is-a-shade-of-gray/
[1] https://twitter.com/rock_health/status/1082352674333372416

Top Domains
Top Domains in Tweet in Entire Graph:
[760] twitter.com
[131] statnews.com
[69] metameetings.net
[62] lnkd.in
[58] dy.si
[41] po.st
[41] pscp.tv
[39] medcitynews.com
[37] globenewswire.com
[35] businesswire.com

Top Domains in Tweet in G1:
[204] twitter.com
[102] statnews.com
[25] globenewswire.com
[22] businesswire.com
[21] evaluate.com
[19] metameetings.net
[19] endpts.com
[17] bizjournals.com
[16] bioworld.com
[14] prnewswire.com

Top Domains in Tweet in G2:
[241] twitter.com
[41] pscp.tv
[27] nodexlgraphgallery.org
[20] metameetings.net
[15] instantmagazine.com
[12] symplur.com
[12] techcrunch.com
[11] statnews.com
[10] startuphealth.com
[10] lnkd.in

Top Domains in Tweet in G3:
[36] twitter.com
[20] ey.com
[12] linkedin.com
[8] sharevault.com
[7] gehealthcare.com
[5] on24.com
[5] splashthat.com
[5] forbes.com
[4] pwc.com
[4] alliancerm.org

Top Domains in Tweet in G4:
[30] po.st
[28] twitter.com
[14] blogspot.com
[11] bizjournals.com
[9] forbes.com
[9] ihaque.org
[8] statnews.com
[7] kaloramainformation.com
[7] genomichealth.com
[6] gene.com

Top Domains in Tweet in G5:
[34] medcitynews.com
[24] twitter.com
[24] modernhealthcare.com
[16] businessinsider.com
[9] healthaffairs.org
[9] mmm-online.com
[6] lilly.com
[6] ajmc.com
[5] axios.com
[5] ibio.org

Top Domains in Tweet in G6:
[22] twitter.com
[6] metameetings.net
[4] sparktx.com
[3] sarepta.com
[3] goodwinlaw.com
[3] startuphealth.com
[2] linkedin.com
[2] jpmorgan.com
[2] fiercebiotech.com
[2] accordion.com

Top Domains in Tweet in G7:
[48] twitter.com
[25] lnkd.in
[11] po.st
[5] businessinsider.com
[4] endpts.com
[4] instagram.com
[3] linkedin.com
[3] thesugarchallenge.com
[3] seekingalpha.com
[3] pwc.com

Top Domains in Tweet in G8:
[8] twitter.com
[5] spglobal.com
[3] q4cdn.com
[2] etsy.com
[2] investors.com
[1] macbiocom.com
[1] tweetedtimes.com
[1] cnbc.com
[1] businesswire.com

Top Domains in Tweet in G9:
[7] twitter.com
[3] prnewswire.com
[2] genialis.com
[1] fda.gov
[1] ajmc.com

Top Domains in Tweet in G10:
[4] nature.com
[3] twitter.com
[2] instagram.com
[2] statnews.com
[1] novartis.com
[1] businessinsider.com
[1] connectedsocialmedia.com
[1] lnkd.in
[1] automationanywhere.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8236] jpm19
[769] jpmhc19
[753] jpm2019
[646] startuphealth
[467] healthcare
[439] pinksocks
[435] digitalhealth
[274] ai
[258] biotechshowcase
[201] docsf19



Top Hashtags in Tweet in G1:
[2396] jpm19
[155] jpmhc19
[102] jpm2019
[39] wuxiglobalforum
[34] biotechshowcase
[31] biotech
[27] ai
[27] jpmweek
[27] biopharma
[19] healthcare

Top Hashtags in Tweet in G2:
[1960] jpm19
[569] startuphealth
[425] pinksocks
[259] jpmhc19
[258] jpm2019
[235] healthcare
[230] digitalhealth
[191] docsf19
[130] healthtech
[89] hcldr

Top Hashtags in Tweet in G3:
[578] jpm19
[119] biotechshowcase
[60] jpm2019
[46] jpmhc19
[46] digimedshow
[36] healthcare
[34] digitalhealth
[29] jnj
[23] ai
[22] mcdermottlivefromjpm

Top Hashtags in Tweet in G4:
[321] jpm19
[61] ai
[53] jpm2019
[39] jpmhc19
[15] genomics
[13] podcast
[13] biotech
[8] biotechshowcase
[7] dyk
[7] jpm

Top Hashtags in Tweet in G5:
[440] jpm19
[89] jpm2019
[41] healthtechchallenge
[36] jpmhc19
[20] digitalhealth
[20] healthcare
[12] pharma
[11] ai
[10] fda
[10] startuphealth

Top Hashtags in Tweet in G6:
[225] jpm19
[48] jpmhc19
[44] jpm2019
[40] endamazoncrude
[25] healthcare
[24] chase
[19] hbaimpact
[13] goodwinatjpm
[12] startuphealth
[10] sanfrancisco

Top Hashtags in Tweet in G7:
[288] jpm19
[16] healthcare
[15] jpm2019
[12] jpmhc19
[12] biotech
[9] ai
[8] jpmhc2019
[7] biotechshowcase
[6] ces2019
[5] pharma

Top Hashtags in Tweet in G8:
[314] jpm19
[42] jpmhc19
[37] domains
[8] blood
[8] hepatitis
[8] diabetes
[8] insulin
[7] genome
[7] dna
[7] genes

Top Hashtags in Tweet in G9:
[212] jpm19
[8] digitalhealth
[3] goodwinatjpm
[3] startuphealth
[2] healthit
[2] healthinnovation
[1] wsgr
[1] womeninlifesciences
[1] ey
[1] dealmaking

Top Hashtags in Tweet in G10:
[106] deeplearning
[72] jpm19
[20] jpmhc19
[14] ai
[12] pharma
[7] techtonics
[6] jpm2019
[5] dtx
[4] digitalmedicine
[4] reset

Top Words
Top Words in Tweet in Entire Graph:
[8379] Words in Sentiment List#1: Positive
[2620] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[241160] Non-categorized Words
[252162] Total Words
[8250] jpm19
[1649] healthcare
[1298] s
[1011] health
[928] out

Top Words in Tweet in G1:
[2398] jpm19
[417] ceo
[309] s
[261] more
[230] up
[207] adamfeuerstein
[202] loxo
[186] m
[168] out
[158] t

Top Words in Tweet in G2:
[1965] jpm19
[785] startuphealth
[562] healthcare
[426] pinksocks
[425] s
[418] health
[331] mikegordonryan
[320] rasushrestha
[259] jpmhc19
[258] jpm2019

Top Words in Tweet in G3:
[578] jpm19
[166] health
[163] jnjinnovation
[135] healthcare
[131] s
[122] biotechshowcase
[101] today
[99] ey_lifesciences
[94] innovation
[87] jlabs

Top Words in Tweet in G4:
[321] jpm19
[148] illumina
[99] adaptivebiotech
[96] system
[92] partnership
[91] human
[85] decode
[85] immune
[83] progress
[79] cancer

Top Words in Tweet in G5:
[444] jpm19
[92] ceo
[90] jpm2019
[86] healthcare
[73] lillypad
[62] s
[55] tarabannow
[50] health
[49] day
[49] news

Top Words in Tweet in G6:
[225] jpm19
[160] jpmorgan
[123] conference
[107] healthcare
[66] san
[63] chase
[62] up
[60] s
[56] francisco
[48] jpmhc19

Top Words in Tweet in G7:
[289] jpm19
[44] healthcare
[26] conference
[25] s
[23] week
[23] biotech
[21] re
[21] out
[20] year
[20] san

Top Words in Tweet in G8:
[314] jpm19
[186] drug
[181] try
[181] pricing
[179] sounds
[178] let's
[178] defuse
[178] concerns
[178] good
[178] logo

Top Words in Tweet in G9:
[212] jpm19
[166] out
[165] figured
[165] dress
[165] code
[165] suits
[165] bankers
[165] jacket
[165] execs
[165] jeans

Top Words in Tweet in G10:
[133] healthcare
[110] out
[110] naturemedicine
[110] great
[109] today
[108] atulbutte
[107] system
[106] call
[106] building
[106] deeplearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[399] san,francisco
[388] healthcare,conference
[377] jpm19,jpm2019
[352] jpm19,jpmhc19
[282] drug,pricing
[238] startuphealth,jpm19
[237] out,jpm19
[228] pricing,jpm19
[224] let's,try
[224] try,defuse

Top Word Pairs in Tweet in G1:
[87] r,d
[76] during,jpm19
[63] buy,loxo
[63] 8,billion
[62] san,francisco
[59] billion,huge
[59] huge,bet
[59] bet,cancer
[59] cancer,genetics
[56] lly,buy

Top Word Pairs in Tweet in G2:
[203] startuphealth,jpm19
[158] jpm19,startuphealth
[151] jpm19,jpm2019
[135] jpm19,jpmhc19
[130] startuphealth,festival
[87] pinksocks,tribe
[75] docsf19,jpm19
[68] jpm19,pinksocks
[65] healthcare,conference
[65] jpm19,s

Top Word Pairs in Tweet in G3:
[42] life,sciences
[33] biotechshowcase,jpm19
[32] san,francisco
[32] health,care
[31] jpm19,biotechshowcase
[29] ebdgroup,demycolton
[28] jpm19,jpmhc19
[26] jpm19,jpm2019
[25] improve,health
[23] biotechshowcase,ebdgroup

Top Word Pairs in Tweet in G4:
[85] decode,human
[85] human,immune
[85] immune,system
[83] partnership,adaptivebiotech
[56] re,using
[56] using,ai
[56] ai,decode
[56] system,partnership
[56] adaptivebiotech,learn
[56] learn,progress

Top Word Pairs in Tweet in G5:
[36] healthcare,conference
[32] jpm19,jpm2019
[29] news,jpm19
[29] acquire,loxo
[29] loxo,oncology
[29] healthtechchallenge,jpm19
[27] drug,pricing
[27] biotech,news
[26] surprise,yesterday
[26] yesterday,crazy

Top Word Pairs in Tweet in G6:
[81] healthcare,conference
[61] jpmorgan,healthcare
[56] san,francisco
[39] indigenous,communities
[39] communities,under
[39] under,attack
[39] attack,jpmorgan
[39] jpmorgan,chase
[39] chase,stand
[39] stand,up

Top Word Pairs in Tweet in G7:
[19] san,francisco
[11] decode,human
[11] human,immune
[11] immune,system
[11] partnership,adaptivebiotech
[10] healthcare,conference
[10] jpm19,jpm2019
[9] loxo,oncology
[8] looking,forward
[7] next,jpm19

Top Word Pairs in Tweet in G8:
[179] pricing,jpm19
[178] let's,try
[178] try,defuse
[178] defuse,concerns
[178] concerns,drug
[178] drug,pricing
[178] jpm19,sounds
[178] sounds,good
[178] good,logo
[176] brianreid,let's

Top Word Pairs in Tweet in G9:
[166] out,jpm19
[165] figured,out
[165] jpm19,dress
[165] dress,code
[165] code,suits
[165] suits,bankers
[165] bankers,jacket
[165] jacket,execs
[165] execs,jeans
[165] jeans,startups

Top Word Pairs in Tweet in G10:
[106] out,today
[106] today,naturemedicine
[106] naturemedicine,call
[106] call,building
[106] building,deeplearning
[106] deeplearning,healthcare
[106] healthcare,system
[106] system,great
[106] great,work
[105] work,beaunorgeot

Top Replied-To
Top Replied-To in Entire Graph:
@mikebiselli
@endpts
@rasushrestha
@chrissyfarr
@genomicsengland
@rfwrightlsl
@2healthguru
@nickisnpdx
@healthtechdan
@healthcarewen

Top Replied-To in G1:
@endpts
@rfwrightlsl
@adamfeuerstein
@bradloncar
@rebeccadrobbins
@lisamjarvis
@metallica
@ai
@michael_gilman
@bymadeleinea

Top Replied-To in G2:
@mikebiselli
@rasushrestha
@chrissyfarr
@sbinimd
@nickisnpdx
@jameyedwards
@healthtechdan
@2healthguru
@geoffclapp
@gil_bashe

Top Replied-To in G3:
@angelmd_inc
@ey_lifesciences
@chrissyfarr
@drug_czar
@juliepapanek
@embleema
@melindarichter
@chronushealth
@bellbiosystems
@brightinsightco

Top Replied-To in G4:
@genomicsengland
@adaptivebiotech
@genomemed
@fnc_ladies_rule
@jhagenk
@jcethicist
@gsk
@10xgenomics
@katies

Top Replied-To in G5:
@emmarcourt
@lillypad
@asweetgrace
@elizabethtype1
@loriruder
@diamyd
@natashaloder
@intouchhealth
@tenethealth
@peptoneinc

Top Replied-To in G6:
@jandis_price
@shwen
@hbanet
@jenniferbrokaw
@megtirrell
@brianreid
@heartflow
@bobcoughlin
@bfrist

Top Replied-To in G7:
@kernalbio
@paragongenomics

Top Replied-To in G8:
@halletecco
@macbiocom
@biocentury
@annemostue
@brianreid
@rcurtisspalding

Top Replied-To in G10:
@atulbutte
@naturemedicine

Top Mentioned
Top Mentioned in Entire Graph:
@rasushrestha
@mikegordonryan
@jpmorgan
@startuphealth
@brianreid
@adamfeuerstein
@2healthguru
@stuartblitz
@jnjinnovation
@nickisnpdx

Top Mentioned in G1:
@adamfeuerstein
@matthewherper
@jimcramer
@rebeccadrobbins
@odibro
@bymadeleinea
@lifescivc
@jacobplieth
@gsk
@jessicaemerrill

Top Mentioned in G2:
@mikegordonryan
@rasushrestha
@startuphealth
@nickisnpdx
@jameyedwards
@2healthguru
@mikebiselli
@chrissyfarr
@thedocsf
@innonurse

Top Mentioned in G3:
@jnjinnovation
@ey_lifesciences
@jlabs
@melindarichter
@ebdgroup
@alliancerm
@demycolton
@gehealthcare
@wuxi_apptec
@indbio

Top Mentioned in G4:
@illumina
@adaptivebiotech
@exactsciences
@fdesouza
@microsoft
@10xgenomics
@genentech
@forbes
@kevinconroyceo
@bioitworld

Top Mentioned in G5:
@lillypad
@tarabannow
@medcitynews
@erbrod
@businessinsider
@cvshealth
@bkalis
@kidfears99
@russopartners
@emmarcourt

Top Mentioned in G6:
@jpmorgan
@chase
@amazonwatch
@hbanet
@ran
@2healthguru
@goodwinlaw
@tgrom
@ritaribeiro2017
@drasifqasim

Top Mentioned in G7:
@g17esiason
@drsepah
@freemindgrp
@gopalkchopra
@vistapresearch

Top Mentioned in G8:
@brianreid
@macbiocom
@sedo
@afternic
@godaddy
@rcurtisspalding
@biocentury
@bloombergbaybiz
@julianneswey
@michaelhgibney

Top Mentioned in G9:
@stuartblitz
@cascadia
@rasushrestha
@genialis
@halloranconsult
@grandroundsinc
@chrissyfarr
@brianreid
@lisamjarvis
@us_fda

Top Mentioned in G10:
@naturemedicine
@atulbutte
@beaunorgeot
@ggrecchia
@us_fda
@procedurepress
@rasushrestha
@healthecho
@emilyfpeters
@fredhutch

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@oldlady12345
@piyuanker12
@resilient_ent
@robre62
@british_airways
@united
@eaglestarnet
@honeymoongondol
@sharneal

Top Tweeters in G1:
@sharneal
@billnigh
@business
@paynej247
@reuters
@tea_party_chris
@bioportfolio
@luminaria98
@wsj
@cnbc

Top Tweeters in G2:
@piyuanker12
@evankirstel
@southwestair
@mcdonalds
@evanderburg
@richsimmondsza
@akwyz
@threadreaderapp
@caring_mobile
@7wdata

Top Tweeters in G3:
@startupcrunch
@saragomezaranci
@dulcerengel
@fortunemagazine
@ayirpelle
@pardoe_ai
@venturebeat
@terzima
@digitaltrends
@wgf_deals

Top Tweeters in G4:
@voncardenadenis
@forbes
@martingaedt
@mark4124nh
@fnc_ladies_rule
@surfergrl15
@innerfury4k
@mikestrattonnet
@sfbusinesstimes
@corettascottkey

Top Tweeters in G5:
@resilient_ent
@eaglestarnet
@seekingalpha
@businessinsider
@tradnews_
@mortgageconsult
@margo94
@mpavictoria
@saludhealthinfo
@emanuelecarioti

Top Tweeters in G6:
@honeymoongondol
@de_plazza
@shaktilila
@maxemc
@dcarsoncpa_ma
@foxbusiness
@crm0523
@iconversations
@luluonti
@perceiver1219

Top Tweeters in G7:
@tsairox
@aureliacotta
@techupdate14
@slammingpicks
@infopronetwork
@globalxmagzine
@toptwts
@georgementz
@bozzione
@bullriders1

Top Tweeters in G8:
@inspiteoftrump
@zerohedge
@shyduroff
@sandoly
@ann_marie1
@kambrone64
@jwomack
@mamolkcsmamol
@sesiegler
@godaddy

Top Tweeters in G9:
@lucienengelen
@tiqchapa108
@triketora
@bank_able
@cascadia
@lazarvp
@bionxholdings
@willardofodds
@profamye
@shreekantpawar

Top Tweeters in G10:
@joeltheomar
@cathcoste
@drmel_t
@hpiandycowper
@mtmdphd
@cynchazen
@_haansunny
@nemomnis
@jrthatcher
@crowdedhead


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