#JPMWeek, Twitter, 1/15/2020 11:25:31 PM, 220047


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#JPMWeek_2020-01-15_15-16-50.xlsx
#JPMWeek_2020-01-15_15-16-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 15, 2020
Short Description:
#JPMWeek via NodeXL http://bit.ly/2FV5wiY
@alliancerm
@chrissyfarr
@aminekorchimd
@big4bio
@bioweeksf
@startuphealth
@jacqueline_says
@jpmorgan
@ziopharm
@amermedicalassn

Top hashtags:
#jpmweek
#jpm20
#jpm2020
#bioweeksf
#celltherapy
#genetherapy
#soti20
#jpmhc20

Description:
Description
The graph represents a network of 235 Twitter users whose recent tweets contained "#JPMWeek", 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, 15 January 2020 at 23:17 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 28-minute period from Tuesday, 07 January 2020 at 20:46 UTC to Wednesday, 15 January 2020 at 22:15 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 : 235
Unique Edges : 357
Edges With Duplicates : 154
Total Edges : 511
Number of Edge Types : 5
Retweet : 67
Mentions : 126
MentionsInRetweet : 233
Replies to : 4
Tweet : 81
Self-Loops : 82
Reciprocated Vertex Pair Ratio : 0.0273224043715847
Reciprocated Edge Ratio : 0.0531914893617021
Connected Components : 34
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 417
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.243207
Graph Density : 0.00683760683760684
Modularity : 0.595968
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 235 Twitter users whose recent tweets contained "#JPMWeek", 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, 15 January 2020 at 23:17 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 28-minute period from Tuesday, 07 January 2020 at 20:46 UTC to Wednesday, 15 January 2020 at 22:15 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #JPMWeek
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 Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[34] https://issuu.com/big3bio/docs/on-your-mark-2020
[7] https://alliancerm.org/arm-event/sotibriefing/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220015
[5] https://jpm.health/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219983
[4] http://alliancerm.org/wp-content/uploads/2020/01/State-of-the-Industry-FINAL.pdf
[3] https://health.oliverwyman.com/2020/01/what-to-expect--2020-j--p--morgan-healthcare-week.html
[2] https://www.startuphealth.com/
[2] https://d1io3yog0oux5.cloudfront.net/_d8a5d85aa5b84fe4d8e5d8fd4937759d/cellectar/db/354/3059/pdf/CLRB+Corp.+Presentation+-+Biotech+Showcase+2020.PDF
[2] https://macbiocom.com/jpmguide

Top URLs in Tweet in G1:
[31] https://issuu.com/big3bio/docs/on-your-mark-2020
[2] https://d1io3yog0oux5.cloudfront.net/_d8a5d85aa5b84fe4d8e5d8fd4937759d/cellectar/db/354/3059/pdf/CLRB+Corp.+Presentation+-+Biotech+Showcase+2020.PDF
[1] https://www.cellectar.com/news-media/press-releases/detail/233/cellectar-biosciences-to-host-a-clr-131-clinical-data-call
[1] https://www.cellectar.com/news-media/press-releases/detail/230/cellectar-biosciences-to-present-at-biotech-showcase-2020
[1] https://endpts.com/jpm20-vertex-lays-out-post-cf-ambitions-as-gilead-demurs-on-acquisition/
[1] https://www.fiercebiotech.com/biotech/jpm-tuesday-roundup-pfizer-ceo-talks-up-pipeline-bolt-deals-name-game-2020
[1] https://big4bio.com/sdm_downloads/on-your-mark-2020-the-complete-guide-to-bioweeksf-first-version/
[1] https://www.biospace.com/article/jp-morgan-roundup-jan-13/
[1] https://www.bio.org/events/bio-ceo-investor-conference/why-attend
[1] https://big4bio.com/wp-content/uploads/2019/12/On-Your-Mark-2020.pdf

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220015
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219983
[1] https://issuu.com/big3bio/docs/on-your-mark-2020
[1] https://www.jpmorgan.com/global/healthcare-conference

Top URLs in Tweet in G3:
[7] https://alliancerm.org/arm-event/sotibriefing/
[4] http://alliancerm.org/wp-content/uploads/2020/01/State-of-the-Industry-FINAL.pdf
[2] https://alliancerm.org/publications-presentations
[2] https://alliancerm.us1.list-manage.com/subscribe?u=6595d54836abf8cf1e68066f8&id=a9592c5111
[1] https://alliancerm.org/anticipated-clinical-data-events/
[1] https://login.mailchimp.com/?referrer=/campaigns/show%3Fid%3D2758477

Top URLs in Tweet in G4:
[2] https://www.startuphealth.com/
[1] https://issuu.com/big3bio/docs/on-your-mark-2020

Top URLs in Tweet in G5:
[1] https://www.eventbrite.co.uk/e/open-innovation-in-health-at-jp-morgan-tickets-80317480747

Top URLs in Tweet in G6:
[2] https://health.oliverwyman.com/2020/01/what-to-expect--2020-j--p--morgan-healthcare-week.html

Top URLs in Tweet in G7:
[1] https://teamtimelapse.com/meta-branding/
[1] https://www.bio.org/events/bio-partnering-jpm
[1] https://health.oliverwyman.com/2020/01/what-to-expect--2020-j--p--morgan-healthcare-week.html
[1] https://www.linkedin.com/slink?code=dDYEJkB
[1] https://www.linkedin.com/slink?code=ex7yruu
[1] https://www.linkedin.com/slink?code=df8NDk2

Top URLs in Tweet in G9:
[1] https://dy.si/9MHuMj2
[1] https://dy.si/R9Rqk
[1] https://dy.si/7CJUk
[1] https://dy.si/9BamZw
[1] https://dy.si/uhgTeY2
[1] https://dy.si/9BYLGo2
[1] https://dy.si/mXK5f
[1] https://dy.si/qVqEK
[1] https://dy.si/hMjzU
[1] https://dy.si/5yQDAh

Top URLs in Tweet in G10:
[2] https://macbiocom.com/jpmguide
[1] https://www.fiercebiotech.com/topic/jpm-2020?utm_source=fiercebiotech&utm_medium=internal&utm_campaign=banner-promo
[1] https://issuu.com/big3bio/docs/on-your-mark-2020
[1] https://www.fiercebiotech.com/biotech/no-sleep-exiled-mattresses-cleared-bank-accounts-getting-deals-done-at-jpm

Top Domains
Top Domains in Tweet in Entire Graph:
[34] issuu.com
[14] dy.si
[14] alliancerm.org
[10] nodexlgraphgallery.org
[7] linkedin.com
[5] jpm.health
[4] twitter.com
[3] fiercebiotech.com
[3] oliverwyman.com
[2] startuphealth.com

Top Domains in Tweet in G1:
[31] issuu.com
[2] cloudfront.net
[2] cellectar.com
[2] big4bio.com
[1] endpts.com
[1] fiercebiotech.com
[1] biospace.com
[1] bio.org

Top Domains in Tweet in G2:
[10] nodexlgraphgallery.org
[1] issuu.com
[1] jpmorgan.com

Top Domains in Tweet in G3:
[14] alliancerm.org
[2] list-manage.com
[1] mailchimp.com

Top Domains in Tweet in G4:
[2] startuphealth.com
[1] issuu.com

Top Domains in Tweet in G5:
[1] co.uk

Top Domains in Tweet in G6:
[2] oliverwyman.com

Top Domains in Tweet in G7:
[3] linkedin.com
[1] teamtimelapse.com
[1] bio.org
[1] oliverwyman.com

Top Domains in Tweet in G9:
[14] dy.si

Top Domains in Tweet in G10:
[2] fiercebiotech.com
[2] macbiocom.com
[1] issuu.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] jpmweek
[145] jpm20
[141] jpm2020
[82] bioweeksf
[31] celltherapy
[30] genetherapy
[20] soti20
[19] jpmhc20
[17] biotechshowcase
[17] ai



Top Hashtags in Tweet in G1:
[41] jpmweek
[40] jpm2020
[37] jpm20
[36] bioweeksf
[6] biotechshowcase
[2] bts20
[2] jpmhc20
[1] mmsm
[1] clinicaltrials
[1] celltherapy

Top Hashtags in Tweet in G2:
[17] jpm2020
[11] jpmweek
[11] jpm20
[4] bioweeksf
[3] ai
[3] patients
[3] digitalhealth
[2] biotechshowcase
[2] jpmhc20
[2] healthcare

Top Hashtags in Tweet in G3:
[29] jpmweek
[28] celltherapy
[27] genetherapy
[23] jpm20
[21] jpm2020
[20] soti20
[19] bioweeksf
[6] regenmed
[5] cartcell
[1] soti2020

Top Hashtags in Tweet in G4:
[15] jpmweek
[5] jpm20
[4] innovation
[4] digitalmedicine
[3] jpm2020
[3] bioweeksf
[3] ai
[3] mentalhealth
[3] artificialintelligence
[2] sanfrancisco

Top Hashtags in Tweet in G5:
[7] ai
[3] jpm20
[3] ehr
[2] jpm2020
[1] pinksocks
[1] digitalhealth
[1] jpmweek
[1] bioweeksf

Top Hashtags in Tweet in G6:
[19] jpmweek
[12] jpm20
[6] jpmhc20
[4] owhealth
[4] digitalhealth
[4] jpm2020
[3] jpmorganweek
[3] startuphealth
[2] healthcare
[2] ai

Top Hashtags in Tweet in G7:
[17] jpmweek
[10] jpm2020
[10] jpm20
[3] jpmorgan2020
[2] biotech
[2] owhealth
[2] jpm
[2] bioweeksf
[2] healthcare
[2] jpmhc20

Top Hashtags in Tweet in G8:
[2] jpmweek
[1] jpm20
[1] celltherapy
[1] genetherapy

Top Hashtags in Tweet in G9:
[14] jpmweek
[13] podcast
[9] bioweeksf
[8] patientcentricity
[5] jpm2020

Top Hashtags in Tweet in G10:
[6] jpm20
[5] jpm2020
[5] jpmweek
[2] bioweeksf
[2] biotechshowcase
[1] jpmhc20

Top Words
Top Words in Tweet in Entire Graph:
[262] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[7796] Non-categorized Words
[8126] Total Words
[306] #jpmweek
[232] #jpm20
[222] #jpm2020
[132] #bioweeksf
[57] #celltherapy

Top Words in Tweet in G1:
[58] #jpmweek
[53] #jpm20
[47] #jpm2020
[47] #bioweeksf
[46] guide
[42] mark
[28] download
[18] today
[18] copy
[12] final

Top Words in Tweet in G2:
[33] #jpm2020
[29] #jpmweek
[25] #jpm20
[17] jpmorgan
[14] #digitalhealth
[13] #healthcare
[12] #ai
[11] startuphealth
[10] conference
[10] nodexl

Top Words in Tweet in G3:
[44] #celltherapy
[43] #jpmweek
[43] #jpm2020
[43] #genetherapy
[42] #jpm20
[42] #soti20
[41] #bioweeksf
[20] ceo
[14] sector
[12] state

Top Words in Tweet in G4:
[20] #jpmweek
[10] startuphealth
[8] #jpm20
[6] #innovation
[5] #jpm2020
[5] platform
[5] during
[5] #digitalmedicine
[5] #startuphealth
[5] smackhealth

Top Words in Tweet in G5:
[14] replace
[13] #jpmweek
[11] #jpm20
[10] amermedicalassn
[10] #jpm2020
[8] chrissyfarr
[7] asks
[7] #ai
[7] certain
[7] specialities

Top Words in Tweet in G6:
[21] #jpmweek
[13] #jpm20
[10] data
[8] overheard
[7] #jpmhc20
[6] care
[6] atul_gawande
[5] coming
[5] next
[5] oliverwyman

Top Words in Tweet in G7:
[18] #jpmweek
[11] #jpm20
[11] #jpm2020
[5] next
[5] many
[4] jpm
[4] industry
[4] connecting
[3] business
[3] during

Top Words in Tweet in G8:
[13] #jpmweek
[13] #jpm20
[11] #celltherapy
[11] #jpm2020
[11] #bioweeksf
[11] #genetherapy
[11] #soti20
[10] atarabio
[10] #cartcell
[8] excited

Top Words in Tweet in G9:
[14] #jpmweek
[14] worldwidetrials
[13] #podcast
[13] listen
[9] #bioweeksf
[8] uncommon
[8] conversations
[8] bruno
[8] gagnon
[8] talks

Top Words in Tweet in G10:
[6] #jpm2020
[6] #jpm20
[6] #jpmweek
[4] #biotechshowcase
[3] fiercebiotech
[3] guide
[2] #bioweeksf
[2] macdougall's
[2] sharma1
[2] veterans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] #jpm20,#jpm2020
[65] #jpmweek,#jpm20
[53] #jpm2020,#bioweeksf
[51] #jpm20,#jpmweek
[46] #jpm2020,#jpmweek
[45] #jpm2020,#jpm20
[39] #bioweeksf,#genetherapy
[32] #genetherapy,#celltherapy
[30] mark,guide
[24] #jpmweek,#bioweeksf

Top Word Pairs in Tweet in G1:
[28] mark,guide
[23] #jpm20,#jpmweek
[18] #jpm2020,#jpm20
[13] #jpm20,#jpm2020
[12] #jpm2020,#jpmweek
[11] guide,#bioweeksf
[11] version,mark
[9] #jpmweek,#bioweeksf
[9] best,guide
[8] final,version

Top Word Pairs in Tweet in G2:
[10] #jpm2020,nodexl
[10] nodexl,jpmorgan
[10] top,hashtags
[10] hashtags,#jpm2020
[10] #jpm2020,#jpm20
[10] #biotech,#jpmweek
[6] #jpm2020,#jpmweek
[6] jpmorgan,aminekorchimd
[6] aminekorchimd,startuphealth
[6] startuphealth,danmunro

Top Word Pairs in Tweet in G3:
[39] #jpm2020,#bioweeksf
[34] #jpmweek,#jpm20
[34] #jpm20,#jpm2020
[29] #bioweeksf,#genetherapy
[29] #genetherapy,#celltherapy
[24] #celltherapy,#soti20
[13] #celltherapy,#genetherapy
[12] state,industry
[9] laurence,cooper
[9] cooper,ceo

Top Word Pairs in Tweet in G4:
[5] #jpm20,#jpmweek
[5] #jpmweek,#digitalmedicine
[4] #jpm2020,#jpmweek
[4] #digitalmedicine,#innovation
[3] atai's,value
[3] value,deep
[3] deep,expertise
[3] expertise,#mentalhealth
[3] #mentalhealth,cyclica
[3] cyclica,brings

Top Word Pairs in Tweet in G5:
[8] #jpm20,#jpm2020
[7] asks,chrissyfarr
[7] chrissyfarr,#ai
[7] #ai,replace
[7] replace,certain
[7] certain,specialities
[7] specialities,amermedicalassn
[7] amermedicalassn,ai
[7] ai,play
[7] play,major

Top Word Pairs in Tweet in G6:
[8] overheard,#jpm20
[6] #jpm20,#jpmweek
[5] coming,next
[5] next,#jpmweek
[5] #jpmweek,oliverwyman
[5] oliverwyman,samonhealth
[5] samonhealth,discuss
[5] discuss,innovations
[5] innovations,care
[5] care,delivery

Top Word Pairs in Tweet in G7:
[6] #jpm2020,#jpmweek
[5] #jpm20,#jpm2020
[2] san,francisco
[2] during,#jpmweek
[2] many,discussions
[2] expect,next
[2] next,week
[2] week,conversations
[2] conversations,shape
[2] industry,both

Top Word Pairs in Tweet in G8:
[11] #jpm2020,#bioweeksf
[10] #jpmweek,#jpm20
[10] #jpm20,#jpm2020
[10] #bioweeksf,#genetherapy
[10] #cartcell,#soti20
[8] excited,welcome
[8] welcome,panelists
[8] panelists,tmunitytx
[8] tmunitytx,atarabio
[8] atarabio,precisionbiosci

Top Word Pairs in Tweet in G9:
[8] uncommon,conversations
[8] conversations,#podcast
[8] #podcast,bruno
[8] bruno,gagnon
[8] gagnon,talks
[8] talks,talent
[8] talent,retention
[8] retention,#patientcentricity
[8] #patientcentricity,more
[8] more,listen

Top Word Pairs in Tweet in G10:
[4] #jpm2020,#biotechshowcase
[2] macdougall's,sharma1
[2] sharma1,#jpm20
[2] #jpm20,veterans
[2] veterans,weighed
[2] weighed,amirahalidrus's
[2] amirahalidrus's,fiercebiotech
[2] fiercebiotech,story
[2] story,deals
[2] deals,done

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@startuphealth
@chrissyfarr
@jpmorgan
@bioweeksf
@amermedicalassn
@worldwidetrials
@alliancerm
@atarabio
@danmunro
@a16z

Top Mentioned in G1:
@bioweeksf
@criverlabs
@endpts

Top Mentioned in G2:
@jpmorgan
@startuphealth
@danmunro
@bioweeksf
@a16z
@mikebiselli
@alliancerm
@chrissyfarr
@aminekorchimd
@gambiste1

Top Mentioned in G3:
@ziopharm
@jlynchlambert
@atarabio
@astellasus
@crisprtx
@alliancerm
@tmunitytx
@precisionbiosci
@bluerocktx
@sentibio

Top Mentioned in G4:
@startuphealth
@ebdgroup
@cyclica
@naheedkurji
@c_angermayer
@boltyboy
@zoyak1594
@mountsinainyc
@lazybearsf
@jpmorgan

Top Mentioned in G5:
@amermedicalassn
@chrissyfarr
@atulbutte
@sacjai
@bhangrajay
@ahahospitals
@ghideas

Top Mentioned in G6:
@atul_gawande
@oliverwyman
@samonhealth
@sutterhealth
@harvardmed
@stanfordmed
@huntingtonhosp
@geneweave
@awscloud
@mayfieldfund

Top Mentioned in G7:
@truewealthvc

Top Mentioned in G8:
@atarabio
@tmunitytx
@precisionbiosci
@astellasus
@crisprtx

Top Mentioned in G9:
@worldwidetrials

Top Mentioned in G10:
@fiercebiotech
@sharma1
@amirahalidrus
@big4bio

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@gambiste1
@calcaware
@justbementalist
@2healthguru
@hitpol
@ritters90
@misssophiebot
@achillesofhomer

Top Tweeters in G1:
@2healthguru
@endpts
@daytradingradio
@waynekoberstein
@djwhelan
@big4bio
@cooleyllp
@criverlabs
@biocomca
@ruven27

Top Tweeters in G2:
@gambiste1
@calcaware
@hitpol
@publichealthmap
@aminekorchimd
@ryanlouie
@chrissyfarr
@davidschull
@danmunro
@a16z

Top Tweeters in G3:
@achillesofhomer
@biotech2050
@tonyalfidi
@edmalawey
@evgirl66
@latebloomer4140
@mcareynj
@colonyrecords
@alliancerm
@consiliumhc

Top Tweeters in G4:
@boltyboy
@mountsinainyc
@thcbstaff
@startuphealth
@averghese
@ebdgroup
@lazybearsf
@sachaheppell
@stevenkrein
@naheedkurji

Top Tweeters in G5:
@chidambara09
@ritters90
@drdave01
@javitelez
@amermedicalassn
@atulbutte
@jaimeacosta_
@ahahospitals
@bhangrajay
@sacjai

Top Tweeters in G6:
@irmaraste
@oliverwyman
@awscloud
@stanfordmed
@harvardmed
@owhealtheditor
@sutterhealth
@mayfieldfund
@atul_gawande
@seemacms

Top Tweeters in G7:
@nocachyname
@carenethealth
@sentieo
@truewealthvc
@genscript
@integrichain
@mojodadlani
@athirapharma
@team_timelapse
@davemarczuk

Top Tweeters in G8:
@pennisi_m
@chrisheery
@joannadupont
@tomcalvinjones
@astellasus
@jimgreenwood
@john_craighead
@blake_aftab
@atarabio
@crisprtx

Top Tweeters in G9:
@itsbodeygetatme
@worldwidetrials
@staciea2011
@pavol90656430
@chrissy948
@lkdavie
@stripeb3
@dani_henson
@j33lacker

Top Tweeters in G10:
@fiercebiotech
@betsyyates
@big4biosf
@amirahalidrus
@macbiocom
@sharma1
@jordanbronstein


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