#JPMHC19, Twitter, 1/12/2019 4:46:01 PM, 181657


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#JPMHC19_2019-01-12_08-24-43.xlsx
#JPMHC19_2019-01-12_08-24-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 12, 2019
Short Description:
#JPMHC19 via NodeXL http://bit.ly/2TLV4yT
@jpmorgan
@aminekorchimd
@macalusojoseph
@2healthguru
@rwang0
@illumina
@ran
@meghanakarande
@rasushrestha
@vasnarasimhan

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

Description:
Description
The graph represents a network of 2,409 Twitter users whose recent tweets contained "#JPMHC19", 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 Saturday, 12 January 2019 at 16:27 UTC.

The tweets in the network were tweeted over the 4-day, 23-hour, 36-minute period from Monday, 07 January 2019 at 16:42 UTC to Saturday, 12 January 2019 at 16:19 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 : 2409
Unique Edges : 4319
Edges With Duplicates : 2442
Total Edges : 6761
Self-Loops : 485
Reciprocated Vertex Pair Ratio : 0.0403996524761077
Reciprocated Edge Ratio : 0.0776617954070981
Connected Components : 171
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 2026
Maximum Edges in a Connected Component : 6238
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.921423
Graph Density : 0.000825737923539771
Modularity : 0.545973
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.jpmorgan.com/global/healthcareconference?source=cib_os_tw_Ehealthconf0119
[13] http://www.ey.com/firepower
[11] https://www.econlib.org/library/Enc/CreativeDestruction.html
[11] https://www.pscp.tv/w/bwZ8WDFYSlFrSkJnYVBFTHl8MW1yR21ZTmRWTm5HeWvKZ1bePij3vpHwPRldp90W5xhj8BQTjITRr4CT6okF
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181569
[10] https://www.statnews.com/2019/01/02/physician-innovators-needed/
[10] https://twitter.com/startuphealth/status/1082532263814848516
[10] https://vimeo.com/307300148
[9] https://jpmorgan.metameetings.net/events/healthcare19/general_signin
[8] https://medcitynews.com/2019/01/cvs-health-ceo-lays-out-plans-for-aetna-integration-at-jpm/

Top URLs in Tweet in G1:
[13] http://www.ey.com/firepower
[11] https://www.econlib.org/library/Enc/CreativeDestruction.html
[10] https://vimeo.com/307300148
[10] https://twitter.com/startuphealth/status/1082532263814848516
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181569
[10] https://www.statnews.com/2019/01/02/physician-innovators-needed/
[7] https://twitter.com/UCSFHospitals/status/1081392366458675201
[6] http://www.healthinnovationmedia.com/2019/01/09/jpm19-best-bets/
[6] https://jpmorgan.metameetings.net/events/healthcare19/sessions/23888-teladoc-health/webcast
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181200

Top URLs in Tweet in G2:
[15] https://www.jpmorgan.com/global/healthcareconference?source=cib_os_tw_Ehealthconf0119
[10] https://www.pscp.tv/w/bwZ8WDFYSlFrSkJnYVBFTHl8MW1yR21ZTmRWTm5HeWvKZ1bePij3vpHwPRldp90W5xhj8BQTjITRr4CT6okF
[8] https://www.pscp.tv/w/bwdrfzFYSlFrSkJnYVBFTHl8MVBsSlF5RW9sUVdKRef1rjMAOn9DevUM-ukX9TPRVAEMVPaZcNdJAY29HX3X
[8] https://www.jpmorgan.com/global/healthcareconference?source=cib_os_tw_Bhealthconf0119
[6] https://jpmorgan.metameetings.net/events/healthcare19/sessions/23988-ucb/presentation_slides
[2] https://rockhealth.com/the-events-digital-health-enthusiasts-cant-miss-during-jpm-2019/?mc_cid=fdc66084b8&mc_eid=9945caac83
[2] http://www.top50indigitalhealth.com/?mc_cid=f53bc363bd&mc_eid=0301726b46
[2] https://www.cbinsights.com/reports/CB-Insights_MoneyTree-Q4-2018.pdf?utm_campaign=moneytree-q4_2018&utm_medium=email&_hsenc=p2ANqtz-_v-bKKoJAF91GJFKonqKFZH3lOH4O8uYSkpGZb3OIZN7s4UqW-bZY117UyCfHrhtESmkFNWTT2f1h0pdVqZWOtaKWxLw&_hsmi=68759929&utm_content=68759929&utm_source=hs_email&hsCtaTracking=a097c496-c3df-4fb9-a942-538ae5507bc9%7C95560cd5-b573-45a1-9ddf-4a6c79a8cd7e
[2] https://www.eventbrite.com/e/ai-in-healthcare-jp-morgan-healthcare-conference-tickets-52562525930?ref=elink
[2] https://www.jpmorgan.com/global/healthcareconference

Top URLs in Tweet in G3:
[5] https://www.eventbrite.com/e/ai-for-drug-discovery-hype-or-hope-tickets-52943351991
[2] http://investorrelations.sarepta.com/events-and-presentations?platform=hootsuite
[2] https://twitter.com/jpmorgan/status/1083109878841962496
[2] https://www.youtube.com/watch?v=NT3i6R5jhdc

[2] https://www.apmhealtheurope.com/login.php?ret_link=%2Fnewswire.php&type=notLogged
[1] https://twitter.com/bbod/status/1082474903511748610
[1] http://r.socialstudio.radian6.com/71554114-3b7c-4c79-a1d2-0e9ffad82b9e
[1] http://investorrelations.sarepta.com/events/event-details/sarepta-therapeutics-inc-37th-annual-jp-morgan-healthcare-conference?platform=hootsuite
[1] https://photocure.com/news/photocure-to-present-at-investor-meetings-in-san-francisco/
[1] https://knect365.com/partnering-insight/article/77597c68-26c6-4ac6-806b-d0572052176b/will-the-biotech-boom-continue

Top URLs in Tweet in G4:
[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] https://www.10news.com/news/san-diego-molecular-biologists-leading-liquid-biopsy-revolution
[5] https://www.businessinsider.com/cvs-health-reveals-plans-for-health-hub-stores-2019-1
[3] https://finance.yahoo.com/news/does-eli-lilly-apos-8-132500141.html?soc_src=community&soc_trk=ma
[3] https://benevolent.ai/events/the-jp-morgan-healthcare-conference
[2] https://twitter.com/domainsdomain/status/1083124408061808641
[2] https://www.businessinsider.com/jpmorgan-healthcare-conference-buzz-2019-1
[1] https://twitter.com/nextcoastvp/status/1083394516655194112
[1] https://twitter.com/BradMcCarty/status/1082693684976599040
[1] https://medcitynews.com/2019/01/biopharma-healthcare-ceos-tout-value-based-care-in-jpm-onstage-interviews/

Top URLs in Tweet in G5:
[8] https://medcitynews.com/2019/01/cvs-health-ceo-lays-out-plans-for-aetna-integration-at-jpm/
[7] https://medcitynews.com/2019/01/where-tech-enabled-medicaid-innovation-is-sorely-needed/?rf=1
[6] https://medcitynews.com/2019/01/lilly-chief-at-jpm-conditions-ripe-for-ma-uptick-in-2019/
[6] https://medcitynews.com/2019/01/challenges-and-opportunities-in-fdas-new-digital-health-regulations/
[6] https://medcitynews.com/2019/01/can-direct-to-consumer-models-work-in-digital-health/
[4] https://medcitynews.com/2019/01/a-look-into-otsukas-digital-health-strategy-around-mental-health/
[3] http://investors.cvshealth.com/
[3] https://pharmaphorum.com/r-d/views-analysis-r-d/rd-roundup-sage-impresses-at-jp-morgan/
[2] https://medcitynews.com/2019/01/why-devoted-health-has-put-family-at-the-center-of-its-mission/
[2] https://medcitynews.com/2019/01/lilly-to-acquire-loxo-oncology-for-8b/

Top URLs in Tweet in G6:
[8] https://jpmorgan.metameetings.net/events/healthcare19/general_signin
[2] https://www.linkedin.com/feed/update/urn:li:activity:6489191799897276416
[2] https://www.businesswire.com/news/home/20190107005364/en/Apic-Bio-Announces-40M-Series-Financing-Advance
[2] https://newsroom.ibm.com/2019-01-08-IBM-Unveils-Worlds-First-Integrated-Quantum-Computing-System-for-Commercial-Use
[1] https://www.lesechos.fr/industrie-services/pharmacie-sante/0600485712045-les-laboratoires-vont-privilegier-les-acquisitions-ciblees-en-2019-2235740.php
[1] https://twitter.com/carlyhfierce/status/1082426936045912064
[1] https://twitter.com/PearlF/status/1082453972651335681
[1] https://twitter.com/medjournalist/status/1082825650472247296
[1] https://www.fiercepharma.com/pharma/biosimilars-reference-index-are-among-challenges-drug-price-debate
[1] https://www.statnews.com/2019/01/10/for-tiny-biotechs-j-p-morgan-is-a-big-opportunity-and-a-big-cost/?utm_campaign=rss

Top URLs in Tweet in G7:
[4] http://justactions.org/preventearlydeath/
[3] https://twitter.com/Lumiata/status/1082389315697680384
[3] https://www.lumiata.com/careers
[2] https://www.jpmorgan.com/global/healthcareconference?source=cib_os_li_healthconf0119
[2] https://www.mmm-online.com/home/channel/heart-meds-digital-therapeutics-highlight-day-three-of-jp-morgan-19/
[2] https://www.lumiata.com/blog/the-data-science-advantage-for-healthcare
[2] https://www.lumiata.com/health-ai
[2] https://www.lumiata.com/blog/introducing-lumiatas-tech-blog-ctos-first-30-days
[1] https://twitter.com/ggrecchia/status/1082534504743559169
[1] https://www.linkedin.com/pulse/top-medtech-trends-from-jp-morgan-2019-daniel-zahler/?published=t

Top URLs in Tweet in G8:
[2] https://twitter.com/RAN/status/1083054643280863232
[2] https://www.wsj.com/articles/states-led-by-democrats-press-ahead-with-health-care-expansion-plans-11547215201?emailToken=35c5e72c55a50a8e486d8c88a32d91bc6M09sMA6ueQN9S4rsLvlsgjYVXadqpX2dPK22Gqzl9NDCK+8dHVDTTSOJvdAlnFt9EqiCKY4NlkspxdtmhnQUowGEVAkAFDtqLLrXWjd4Ei/cngPEFqQTiblZHzRx3dZDn8D+q5PnjL5s8IeTnplCg%3D%3D&reflink=article_imessage_share
[1] http://www.vaczine-analytics.com
[1] https://twitter.com/RanaSarkar_/status/1082335850178826240
[1] https://www.trendsmap.com/local/us/san+francisco?utm_source=twitter&utm_medium=social&utm_campaign=al&utm_term=h##jpmhc19
[1] https://twitter.com/jpmorgan/status/1082356585651945472
[1] https://www.cnbc.com/2019/01/04/jp-morgan-healthcare-conference-comes-with-focus-on-trump-amazon.html
[1] https://twitter.com/corinnova/status/1082288020039090178
[1] https://twitter.com/w2ogroup/status/1082389274337529856
[1] https://www.invectys.com/in-one/invectys-will-attend-at-jp-morgan-37th-annual-healthcare-conference-2019/

Top URLs in Tweet in G9:
[2] https://twitter.com/illumina/status/1082416671929688064
[1] https://www.illumina.com/company/investor-information.html
[1] https://medium.com/call9/healthcare-outlook-how-the-industry-will-trend-and-transform-in-2019-87744cb1eb1e
[1] https://twitter.com/jessdamassa/status/1083045637237559296
[1] https://twitter.com/VeritasGenetics/status/1082382942310150150
[1] https://www.veritasgenetics.com/myGenome
[1] https://www.wired.com/story/whole-genome-sequencing-cost-200-dollars/
[1] https://www.scripps.edu/science-and-medicine/translational-institute/about/events/foim/?platform=hootsuite
[1] https://lnkd.in/gxXq2uJ?utm_content=82452302&utm_medium=social&utm_source=twitter&hss_channel=tw-76003810
[1] https://www.linkedin.com/pulse/what-strongest-evidence-we-truly-living-century-biology-braendle/?utm_content=82452301&utm_medium=social&utm_source=twitter&hss_channel=tw-76003810

Top URLs in Tweet in G10:
[2] https://www.bloomberg.com/news/videos/2019-01-08/hms-ceo-on-u-s-health-care-predictive-analytics-video
[1] https://jpmorgan.metameetings.net/events/healthcare19/sessions/23855-glaxosmithkline/webcast?linkId=100000004598410
[1] https://jpmorgan.metameetings.net/events/healthcare19/sessions/23855-glaxosmithkline/webcast?linkId=100000004605232
[1] https://www.bloomberg.com/news/videos/2019-01-07/10x-genomics-ceo-sees-a-lot-of-growth-potential-in-asia-video
[1] https://www.forbes.com/sites/forbes/2019/01/07/sequencing-startup-10x-genomics-hits-unicorn-status-with-35-million-fundraise/
[1] http://go.10xgenomics.com/l/172142/2019-01-07/3f9sl4/27183
[1] https://www.bloomberg.com/news/videos/2019-01-09/providence-st-joseph-health-ceo-on-vc-fund-consolidation-video
[1] https://trib.al/FRvilrI
[1] http://investors.cvshealth.com/events-and-presentations
[1] https://www.bloomberg.com/live

Top Domains
Top Domains in Tweet in Entire Graph:
[237] twitter.com
[62] medcitynews.com
[47] metameetings.net
[38] jpmorgan.com
[37] nodexlgraphgallery.org
[20] pscp.tv
[17] statnews.com
[17] businessinsider.com
[15] bit.ly
[15] ey.com

Top Domains in Tweet in G1:
[109] twitter.com
[37] nodexlgraphgallery.org
[23] metameetings.net
[15] ey.com
[14] bit.ly
[11] econlib.org
[11] statnews.com
[10] healthinnovationmedia.com
[10] vimeo.com
[9] kaloramainformation.com

Top Domains in Tweet in G2:
[26] jpmorgan.com
[19] pscp.tv
[9] twitter.com
[7] metameetings.net
[2] cnbc.com
[2] rockhealth.com
[2] top50indigitalhealth.com
[2] cbinsights.com
[2] statnews.com
[2] mmm-online.com

Top Domains in Tweet in G3:
[6] twitter.com
[5] apmhealtheurope.com
[5] eventbrite.com
[3] sarepta.com
[3] metameetings.net
[2] youtube.com
[1] radian6.com
[1] photocure.com
[1] knect365.com
[1] bioweeksf.com

Top Domains in Tweet in G4:
[24] twitter.com
[9] businessinsider.com
[7] gehealthcare.com
[5] 10news.com
[3] yahoo.com
[3] benevolent.ai
[2] medcitynews.com
[2] xconomy.com
[1] jpmorgan.com
[1] globalcancertechnology.com

Top Domains in Tweet in G5:
[58] medcitynews.com
[12] 360dx.com
[3] cvshealth.com
[3] pharmaphorum.com
[3] twitter.com
[2] brighthealthplan.com
[2] affimed.com
[1] forbes.com
[1] mobihealthnews.com
[1] informa.com

Top Domains in Tweet in G6:
[11] twitter.com
[8] metameetings.net
[2] linkedin.com
[2] businesswire.com
[2] statnews.com
[2] ibm.com
[1] lesechos.fr
[1] fiercepharma.com
[1] modernhealthcare.com
[1] fiercehealthcare.com

Top Domains in Tweet in G7:
[12] twitter.com
[11] lumiata.com
[5] justactions.org
[3] americangene.com
[3] jpmorgan.com
[3] brightcove.net
[2] mmm-online.com
[2] lnkd.in
[1] linkedin.com
[1] instagram.com

Top Domains in Tweet in G8:
[19] twitter.com
[4] wsj.com
[2] metameetings.net
[2] liftstream.com
[1] vaczine-analytics.com
[1] trendsmap.com
[1] cnbc.com
[1] invectys.com
[1] cataloniabioht.org
[1] businesswire.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] lnkd.in
[1] illumina.com
[1] medium.com
[1] veritasgenetics.com
[1] wired.com
[1] scripps.edu
[1] linkedin.com

Top Domains in Tweet in G10:
[6] bloomberg.com
[3] metameetings.net
[1] forbes.com
[1] 10xgenomics.com
[1] trib.al
[1] cvshealth.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2247] jpmhc19
[1215] jpm19
[510] jpm2019
[190] healthcare
[152] startuphealth
[128] digitalhealth
[110] jpmweek
[109] pinksocks
[105] ai
[81] biotech



Top Hashtags in Tweet in G1:
[529] jpm19
[486] jpmhc19
[177] jpm2019
[110] startuphealth
[102] pinksocks
[77] jpmweek
[57] digitalhealth
[47] healthcare
[25] ai
[24] hcldr

Top Hashtags in Tweet in G2:
[384] jpmhc19
[55] jpm2019
[48] jpm19
[27] pharma
[27] healthcare
[26] exclusive
[14] sanfrancisco
[13] biotech
[11] digitalhealth
[8] ai

Top Hashtags in Tweet in G3:
[138] jpmhc19
[68] jpm19
[20] digitalhealth
[17] novartishealthx
[14] healthtechchallenge
[11] jpm2019
[11] startuphealth
[10] startups
[10] biotechshowcase
[10] pharma

Top Hashtags in Tweet in G4:
[125] jpmhc19
[79] jpm19
[44] domains
[31] jpm2019
[22] jpmhc2019
[11] ai
[10] hcv
[10] hepb
[10] hepatitis
[9] hbv

Top Hashtags in Tweet in G5:
[171] jpmhc19
[103] jpm19
[74] jpm2019
[21] digitalhealth
[20] medicaid
[14] healthcare
[13] ht4mforum19
[11] jpmhc2019
[11] healthtech4medicaid
[10] fda

Top Hashtags in Tweet in G6:
[111] jpmhc19
[97] jpm19
[20] jpm2019
[15] healthcare
[12] sanofi
[8] startuphealth
[7] hbaimpact
[6] wuxiglobalforum
[4] biotech
[4] primarycare

Top Hashtags in Tweet in G7:
[108] jpmhc19
[56] jpm19
[25] jpm2019
[24] ai
[23] healthcare
[22] healthtech
[19] cancer
[11] dhs19
[11] digitalhealth
[10] preventearlydeath

Top Hashtags in Tweet in G8:
[98] jpmhc19
[31] jpm19
[16] jpm2019
[5] healthcare
[5] ai
[4] jpmhc2019
[4] allergan
[3] jpmorgan
[3] biotechshowcase
[3] sanfrancisco

Top Hashtags in Tweet in G9:
[36] jpmhc19
[32] jpm19
[8] genomics
[7] jpm2019
[5] foim19
[5] mhealth
[4] startuphealth
[3] digitalhealth
[3] ngs
[2] tecan

Top Hashtags in Tweet in G10:
[59] jpmhc19
[18] jpm19
[18] jpm2019
[11] icymi
[10] healthcare
[4] biotech
[3] singlecell
[1] behindthescience
[1] tictocnews

Top Words
Top Words in Tweet in Entire Graph:
[2702] Words in Sentiment List#1: Positive
[792] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[72115] Non-categorized Words
[75609] Total Words
[2247] jpmhc19
[1215] jpm19
[800] healthcare
[685] jpmorgan
[512] jpm2019

Top Words in Tweet in G1:
[529] jpm19
[486] jpmhc19
[283] mikegordonryan
[191] startuphealth
[177] jpm2019
[160] healthcare
[153] health
[130] 2healthguru
[103] pinksocks
[103] jpmorgan

Top Words in Tweet in G2:
[403] jpmorgan
[384] jpmhc19
[256] healthcare
[101] conference
[85] ceo
[79] week
[79] jamie
[79] dimon
[77] more
[68] sector

Top Words in Tweet in G3:
[138] jpmhc19
[68] jpm19
[61] vasnarasimhan
[57] great
[42] industry
[41] year
[41] leading
[40] novartis
[36] patients
[33] starting

Top Words in Tweet in G4:
[125] jpmhc19
[79] jpm19
[44] domains
[40] domain
[39] jpmorgan
[31] jpm2019
[30] listed
[28] angelmd_inc
[25] gehealthcare
[24] healthcare

Top Words in Tweet in G5:
[171] jpmhc19
[103] jpm19
[74] jpm2019
[64] s
[59] ceo
[55] medcitynews
[45] cvshealth
[45] health
[45] jpmorgan
[41] jpm

Top Words in Tweet in G6:
[111] jpmhc19
[97] jpm19
[40] s
[34] sanofi
[34] hbanet
[27] tgrom
[25] healthcare
[23] pharmavoice
[20] endpts
[20] jpm2019

Top Words in Tweet in G7:
[108] jpmhc19
[56] jpm19
[48] health
[44] ai
[38] healthcare
[28] using
[28] digital
[27] healthtech
[26] cancer
[25] jpm2019

Top Words in Tweet in G8:
[98] jpmhc19
[31] jpm19
[29] healthcare
[16] jpm2019
[14] conference
[9] health
[9] san
[9] francisco
[9] morgan
[8] jpm

Top Words in Tweet in G9:
[92] illumina
[66] fdesouza
[54] genomics
[50] consumer
[42] 2018
[40] health
[36] 12m
[36] jpmhc19
[35] viewed
[35] empowering

Top Words in Tweet in G10:
[59] jpmhc19
[51] ceo
[35] gsk
[34] great
[27] emma
[27] 10xgenomics
[23] healthcare
[22] week
[21] spoke
[21] riggsreport

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[478] jpm19,jpmhc19
[212] healthcare,conference
[206] jpmhc19,jpm19
[205] jpm2019,jpmhc19
[200] san,francisco
[155] jpm19,jpm2019
[144] jpmhc19,jpm2019
[143] jpmorgan,healthcare
[95] j,p
[93] morgan,healthcare

Top Word Pairs in Tweet in G1:
[226] jpm19,jpmhc19
[88] jpm19,jpm2019
[85] jpm2019,jpmhc19
[67] jpmhc19,jpm19
[51] during,jpmweek
[44] pinksocks,tribe
[39] jpmhc19,startuphealth
[35] check,out
[34] san,francisco
[32] greatest,mistakes

Top Word Pairs in Tweet in G2:
[79] jamie,dimon
[79] jpmorgan,healthcare
[76] healthcare,conference
[48] live,jpmhc19
[48] san,francisco
[43] jpmhc19,jpm2019
[38] here,jpmhc19
[37] jpmorgan,jpm's
[36] consumer,biggest
[36] healthcare,sector

Top Word Pairs in Tweet in G3:
[33] starting,year
[33] year,jpmhc19
[33] jpmhc19,reaffirming
[33] reaffirming,aspiration
[33] aspiration,leading
[33] leading,medicines
[33] medicines,company
[33] company,patients
[33] patients,physicians
[32] vasnarasimhan,starting

Top Word Pairs in Tweet in G4:
[40] jpm19,jpmhc19
[26] domain,listed
[23] jpmhc19,domains
[22] jpm2019,jpmhc19
[15] jpm19,jpm2019
[13] jpmhc19,jpm19
[12] healthcare,conference
[12] premium,typo
[12] typo,domain
[12] listed,sedo

Top Word Pairs in Tweet in G5:
[43] jpmhc19,jpm19
[39] jpm2019,jpmhc19
[26] jpm19,jpmhc19
[25] larry,merlo
[22] cvshealth,ceo
[19] ceo,larry
[14] jpmhc19,jpm2019
[14] kevinbtruong,medcitynews
[13] healthcare,conference
[13] jpm19,jpm2019

Top Word Pairs in Tweet in G6:
[47] jpm19,jpmhc19
[13] jpmhc19,jpm2019
[13] jpmhc19,jpm19
[12] sanofi,s
[11] peter,anastasiou
[11] pharmavoice,tgrom
[9] co,founder
[8] primary,care
[8] kpmg,jaime
[8] jaime,marks

Top Word Pairs in Tweet in G7:
[21] using,ai
[20] raj,reddy
[20] reddy,presenting
[20] presenting,ngageithealth
[20] ngageithealth,non
[20] non,invasive
[20] invasive,cancer
[20] cancer,diagnostic
[20] diagnostic,using
[20] ai,enabled

Top Word Pairs in Tweet in G8:
[12] jpm19,jpmhc19
[9] san,francisco
[8] healthcare,conference
[7] jpm19,jpm2019
[6] jpmhc19,jpm19
[6] jpmhc19,jpm2019
[6] morgan,healthcare
[5] j,p
[5] p,morgan
[4] health,care

Top Word Pairs in Tweet in G9:
[56] illumina,fdesouza
[46] consumer,genomics
[35] fdesouza,consumer
[35] genomics,viewed
[35] viewed,empowering
[35] empowering,tool
[35] tool,inform
[35] inform,health
[35] health,lifestyle
[35] lifestyle,choices

Top Word Pairs in Tweet in G10:
[15] emma,walmsley
[14] serge,saxonov
[13] accelerating,strategy
[13] strategy,investors
[13] investors,media
[13] media,access
[13] w,riggsreport
[12] want,catch
[12] catch,emma
[12] emma,ceo

Top Replied-To
Top Replied-To in Entire Graph:
@angelmd_inc
@jpmorgan
@2healthguru
@chrissyfarr
@metallica
@mikegordonryan
@joshgray_hit
@hbanet
@sgottliebfda
@medcitynews

Top Replied-To in G1:
@2healthguru
@chrissyfarr
@richieetwaru
@mikegordonryan
@lifewireconnect
@dermhag
@jeffreygalvin
@ran
@kenjaques
@atulbutte

Top Replied-To in G2:
@bluebirdbio
@statnews
@mariabartiromo

Top Replied-To in G3:
@jpmorgan
@sgottliebfda
@vasnarasimhan

Top Replied-To in G4:
@angelmd_inc
@jpmorgan
@amermedicalassn
@globalcancertec
@cvshealth
@medcitynews
@biofluidicainc
@ey_lifesciences

Top Replied-To in G5:
@biogen
@brianreid
@katies

Top Replied-To in G6:
@metallica
@endpts
@ai
@medjournalist
@shwen
@jandis_price
@hbanet
@tgrom
@blueberry_town
@shanaschloss

Top Replied-To in G8:
@paragongenomics

Top Replied-To in G9:
@lizgoodale
@totter777

Top Mentioned
Top Mentioned in Entire Graph:
@jpmorgan
@mikegordonryan
@2healthguru
@illumina
@startuphealth
@rasushrestha
@mariabartiromo
@ey_lifesciences
@fdesouza
@vasnarasimhan

Top Mentioned in G1:
@mikegordonryan
@2healthguru
@jpmorgan
@rasushrestha
@startuphealth
@ey_lifesciences
@aminekorchimd
@rwang0
@melindarichter
@jlabs

Top Mentioned in G2:
@jpmorgan
@mariabartiromo
@morningsmaria
@foxbusiness
@ucbusa
@teladochealth
@financekamal
@jasongorevic
@valbiotis
@itatradeagency

Top Mentioned in G3:
@vasnarasimhan
@novartis
@sgottliebfda
@jimcramer
@madmoneyoncnbc
@mouthlab
@ayasdi
@icanbwell
@jpmorgan
@sarepta

Top Mentioned in G4:
@jpmorgan
@gehealthcare
@angelmd_inc
@afternic
@godaddy
@sedo
@kieranmurphyceo
@lydiaramsey125
@tmcinnovation
@vumchealth

Top Mentioned in G5:
@medcitynews
@jpmorgan
@cvshealth
@kevinbtruong
@biotechvisigoth
@lillypad
@chinabiotech
@solometibebu
@stephlbaum
@ht4medicaid

Top Mentioned in G6:
@hbanet
@endpts
@tgrom
@sanofi
@pharmavoice
@jpmorgan
@lundbeckus
@johncendpts
@ritaribeiro2017
@kathtregoning

Top Mentioned in G7:
@ngageithealth
@ces
@evankirstel
@lumiata
@danzahler
@jpmorgan
@cbwang
@dan
@cooleyllp
@startuphealth

Top Mentioned in G8:
@vaczineanalytic
@drsepah
@terguspharma
@fr_hossain

Top Mentioned in G9:
@illumina
@fdesouza
@veritasgenetics
@timothycpeckmd
@scrippsrti
@jessdamassa
@jpmorgan
@chinabiotech
@mcgenome
@vasnarasimhan

Top Mentioned in G10:
@gsk
@10xgenomics
@riggsreport
@bloombergtv
@saxonov
@billgeary
@mtindera07
@forbes
@bclhms
@bloomberg

Top Tweeters
Top Tweeters in Entire Graph:
@startupcrunch
@oldlady12345
@piyuanker12
@resilient_ent
@honeymoongondol
@evankirstel
@seekingalpha
@cindy_52s
@businessinsider
@vipmediaevent

Top Tweeters in G1:
@valaafshar
@rwang0
@wholefoods
@mjoehlerich
@nbcnewyork
@drferdowsi
@ohmyjet
@tomvarghesejr
@holgermu
@sesiegler

Top Tweeters in G2:
@oldlady12345
@resilient_ent
@cindy_52s
@vipmediaevent
@_masumi_222
@annwalthour
@lyn1350
@24hrtvmazi
@russmove
@sherrilyn59

Top Tweeters in G3:
@usmccarterswife
@thestreet
@digitaldecoded1
@tictoc
@mizna_r
@johnnosta
@jimcramer
@welcome_2moes
@krahman
@realmoney

Top Tweeters in G4:
@startupcrunch
@seekingalpha
@italiastartup_
@wsj
@ft
@nystartuplab
@venturebeat
@godaddy
@denbizjournal
@sfchronicle

Top Tweeters in G5:
@forbesfargo
@mogulazam
@sstrumello
@johnlothian
@healthpolicygrp
@portefeuillefun
@pharmaphorum
@dhovekamp42
@daleyuzuki
@zaynakhayat

Top Tweeters in G6:
@cancergeek
@jandis_price
@matthewherper
@netclubj1
@shimcode
@bradloncar
@realdonaldtrump
@johncendpts
@goop
@slopiegal

Top Tweeters in G7:
@piyuanker12
@evankirstel
@richsimmondsza
@trippbraden
@cyndieannett
@machinelearn_d
@colorstreamedia
@expandamp
@thehipposhoe
@aldo_zaffalon

Top Tweeters in G8:
@infopronetwork
@trendssf
@fr_hossain
@adminnovacion
@realinteal31
@gil_bashe
@kpereau
@larrylawhorn
@redaguessoumdvm
@liftstream

Top Tweeters in G9:
@wired
@biomickwatson
@westr
@dnaed_tech
@aliveandkickndd
@datadrivencare
@yeysus
@walthercancerin
@skathire
@misterwu78

Top Tweeters in G10:
@raumunz
@business
@forbes
@bloombergtv
@shant65
@albertleroi
@babwire87
@farzad_md
@bloomberg
@edludlow


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