sackler, Twitter, 6/16/2019 3:05:09 PM, 200157


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sackler_2019-06-16_05-37-35.xlsx
sackler_2019-06-16_05-37-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 16, 2019
Short Description:
sackler via NodeXL http://bit.ly/2IlG9Jc
@public_citizen
@agbecerra
@tajalithaca
@purduepharma
@ewarren
@soofriends
@p1koh
@empressnorth
@agkarlracine
@clydefitch

Top hashtags:
#yemen
#breaking
#sackler
#opioidcrisis
#purdue
#opioid
#opioidepidemic
#sarasota
#arts

Description:
Description
The graph represents a network of 1,753 Twitter users whose tweets in the requested range contained "sackler", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 June 2019 at 12:38 UTC.

The requested start date was Sunday, 16 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, 0-hour, 23-minute period from Sunday, 02 June 2019 at 00:02 UTC to Saturday, 15 June 2019 at 00:26 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 : 1753
Unique Edges : 1719
Edges With Duplicates : 181
Total Edges : 1900
Number of Edge Types : 3
Replies to : 193
Mentions : 1414
Tweet : 293
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0.00783289817232376
Reciprocated Edge Ratio : 0.0155440414507772
Connected Components : 367
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 313
Maximum Edges in a Connected Component : 315
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.581806
Graph Density : 0.000502725920600562
Modularity : 0.828591
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://www.haaretz.com/israel-news/tau-refuses-to-reject-donations-from-sackler-family-embroiled-in-opioids-crisis-1.7332572?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.crainsnewyork.com/health-care/david-sackler-wants-world-know-hes-not-david-sackler
[11] https://www.chalkbeat.org/posts/us/2019/06/06/sackler-donations-opioid-achievement-first-charter-school/
[9] https://www.cnn.com/2019/05/29/health/sackler-purdue-oxycontin-deposition/index.html
[7] https://www.haaretz.com/israel-news/tau-refuses-to-reject-donations-from-sackler-family-embroiled-in-opioids-crisis-1.7332572
[6] https://www.lemonde.fr/m-le-mag/article/2019/06/14/total-sackler-bp-des-mecenes-encombrants_5476314_4500055.html
[6] https://abcnews.go.com/US/nyu-langone-longer-accepting-donations-sacklers-family-owns/story?id=63502900
[6] https://www.nydailynews.com/new-york/ny-sackler-defamation-suit-20190613-4jtcb62hlbaltiw5owvamsxu3y-story.html
[6] https://www.amidoctors.com/sackler-family-opioid-crisis/
[6] https://trib.al/Qz8W81T

Top URLs in Tweet in G1:
[1] https://www.thedailybeast.com/oxycontin-billionaire-richard-sackler-patents-new-drug-to-get-you-off-oxycontin
[1] https://twitter.com/archaeologyart/status/1137811718678167554
[1] https://www.thedailybeast.com/oxycontin-billionaire-richard-sackler-patents-new-drug-to-get-you-off-oxycontin?source=twitter&via=desktop

Top URLs in Tweet in G2:
[6] https://www.amidoctors.com/sackler-family-opioid-crisis/
[3] https://www.cnn.com/2019/05/30/health/new-jersey-opioid-lawsuit-sackler-family/index.html
[3] https://www.crainsnewyork.com/health-care/david-sackler-wants-world-know-hes-not-david-sackler
[3] https://www.esquire.com/news-politics/a12775932/sackler-family-oxycontin/
[2] https://www.cnbc.com/2019/05/31/how-purdue-pharmas-sackler-family-lost-the-art-world.html
[2] https://hbr.org/podcast/2019/05/debating-the-sackler-family-role-in-the-opioid-crisis-and-using-ai-bots-to-conduct-job-interviews
[2] https://www.crainsnewyork.com/health-care/david-sackler-wants-world-know-hes-not-david-sackler?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.crainsnewyork.com/biotech-pharmaceuticals/david-sackler-wants-world-know-hes-not-david-sackler?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnn.com/2019/05/29/health/sackler-purdue-oxycontin-deposition/index.html
[2] https://fairfaxnews.com/?p=188287

Top URLs in Tweet in G3:
[1] http://www.asia.si.edu/

Top URLs in Tweet in G4:
[3] https://trib.al/ciGB99C
[2] https://www.clydefitchreport.com/2019/05/money-sackler-arts-culture/
[2] https://nypost.com/2019/05/29/sackler-firm-ensnared-in-opioid-probe-of-italys-pain-league/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[1] https://www.wnycstudios.org/story/wealthy-benefactors-creates-ethical-dilemma-museums?utm_source=tw&utm_medium=spredfast&utm_content=sf103231235&utm_term=TheTakeaway&sf103231235=1
[1] https://www.wnycstudios.org/story/wealthy-benefactors-creates-ethical-dilemma-museums/
[1] https://trib.al/D84thwt
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-health-202/2019/06/04/the-health-202-states-pile-on-purdue-pharma-for-alleged-role-in-opioids-crisis/5cf54d941ad2e52231e8e944/?utm_term=.54c4ade9c2b0
[1] https://trib.al/xp4Nlni
[1] https://derstandard.at/2000104411620/Glock-Novomatic-oder-OMV-Von-wem-sollen-Museen-Sponsoringgeld-nehmen
[1] https://chalkbeat.org/posts/us/2019/06/06/sackler-donations-opioid-achievement-first-charter-school/

Top URLs in Tweet in G5:
[1] https://twitter.com/lisakearnsnyc/status/1139503069543182339
[1] https://news.bloomberglaw.com/health-law-and-business/purdue-sackler-sued-by-california-over-role-in-opioid-crisis
[1] https://oag.ca.gov/system/files/attachments/press-docs/53464758.pdf
[1] https://oag.ca.gov/news/press-releases/attorney-general-becerra-sues-opioid-manufacturer-purdue-pharma-its-illegal
[1] https://twitter.com/sacklerpain/status/1094449488276717568
[1] https://bv.world/science/2019/06/court-proceedings-mount-against-pharma-firms-behind-oxycontin/
[1] https://twitter.com/lovenheim/status/1135611782691561472
[1] https://twitter.com/mcgreevy99/status/1135618122927419398

Top URLs in Tweet in G8:
[1] https://www.washingtonpost.com/outlook/why-havent-major-institutions-cut-ties-with-the-sackler-family/2019/03/15/6b06d2ec-4102-11e9-a0d3-1210e58a94cf_story.html?utm_term=.fb071f356602

Top URLs in Tweet in G9:
[1] https://oag.dc.gov/release/ag-racine-sues-purdue-pharma-and-richard-sackler

Top URLs in Tweet in G10:
[17] https://www.haaretz.com/israel-news/tau-refuses-to-reject-donations-from-sackler-family-embroiled-in-opioids-crisis-1.7332572?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.haaretz.com/israel-news/tau-refuses-to-reject-donations-from-sackler-family-embroiled-in-opioids-crisis-1.7332572

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[31] haaretz.com
[21] crainsnewyork.com
[20] nytimes.com
[18] cnn.com
[17] chalkbeat.org
[13] theguardian.com
[11] go.com
[11] trib.al
[8] lemonde.fr

Top Domains in Tweet in G1:
[2] thedailybeast.com
[1] twitter.com

Top Domains in Tweet in G2:
[15] twitter.com
[7] cnn.com
[7] crainsnewyork.com
[6] instagram.com
[6] amidoctors.com
[5] theguardian.com
[4] nytimes.com
[4] tumblr.com
[3] fairfaxnews.com
[3] esquire.com

Top Domains in Tweet in G3:
[1] si.edu

Top Domains in Tweet in G4:
[5] trib.al
[3] nypost.com
[2] clydefitchreport.com
[2] wnycstudios.org
[2] cnn.com
[2] wsj.com
[1] washingtonpost.com
[1] derstandard.at
[1] chalkbeat.org
[1] wndu.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] ca.gov
[1] bloomberglaw.com
[1] bv.world

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

Top Domains in Tweet in G9:
[1] dc.gov

Top Domains in Tweet in G10:
[20] haaretz.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] yemen
[53] breaking
[36] sackler
[34] opioidcrisis
[18] purdue
[13] opioid
[12] opioidepidemic
[10] sarasota
[9] arts
[9] opioids



Top Hashtags in Tweet in G2:
[7] sackler
[4] opioids
[4] purdue
[4] sacklerfamily
[3] opioidcrisis
[2] oxycontin
[2] philly
[2] washingtondc
[2] michaelgove
[2] smithsonianmuseum

Top Hashtags in Tweet in G3:
[65] yemen

Top Hashtags in Tweet in G4:
[6] arts
[3] philanthropy
[3] politics
[3] opioidcrisis

Top Hashtags in Tweet in G5:
[22] opioidcrisis
[14] purdue
[12] breaking
[3] opioidepidemic
[2] oxycontin
[2] california
[1] opioids
[1] pharma
[1] opiate
[1] oxycodone

Top Hashtags in Tweet in G9:
[37] breaking
[1] opioidcrisis

Top Words
Top Words in Tweet in Entire Graph:
[828] Words in Sentiment List#1: Positive
[1731] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[31052] Non-categorized Words
[33612] Total Words
[779] sackler
[487] opioid
[411] family
[370] new
[365] oxycontin

Top Words in Tweet in G1:
[310] oxycontin
[309] drug
[308] public_citizen
[307] 1
[307] create
[307] filthy
[307] rich
[307] fueling
[307] opioid
[307] epidemic

Top Words in Tweet in G2:
[140] sackler
[90] ð
[64] family
[37] ñ
[30] opioid
[29] purdue
[22] pharma
[18] s
[16] crisis
[14] new

Top Words in Tweet in G3:
[130] 1st
[130] century
[65] gold
[65] amulet
[65] goddess
[65] lat
[65] dates
[65] bce
[65] mid
[65] ce

Top Words in Tweet in G4:
[59] pharma
[58] family
[58] purdue
[51] sackler
[31] s
[28] members
[27] against
[24] lawsuits
[22] latest
[22] named

Top Words in Tweet in G5:
[59] sackler
[47] agbecerra
[45] pharma
[42] richard
[39] dr
[39] purdue
[28] suing
[23] role
[22] re
[22] #opioidcrisis

Top Words in Tweet in G6:
[2] empressnorth
[2] sackler
[2] family
[2] j

Top Words in Tweet in G7:
[2] sackler
[2] pain
[2] rich

Top Words in Tweet in G9:
[38] suing
[38] purdue
[38] pharma
[38] richard
[38] sackler
[38] communities
[37] #breaking
[37] dc
[37] misleading
[37] patients

Top Words in Tweet in G10:
[32] family
[30] sackler
[28] haaretzcom
[23] university
[23] donations
[19] crisis
[18] tel
[18] aviv
[18] refuses
[18] reject

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[330] sackler,family
[330] opioid,epidemic
[314] fueling,opioid
[309] create,oxycontin
[309] new,drug
[308] 1,create
[308] oxycontin,filthy
[308] filthy,rich
[308] rich,fueling
[308] epidemic,2

Top Word Pairs in Tweet in G1:
[307] 1,create
[307] create,oxycontin
[307] oxycontin,filthy
[307] filthy,rich
[307] rich,fueling
[307] fueling,opioid
[307] opioid,epidemic
[307] epidemic,2
[307] 2,develop
[307] develop,new

Top Word Pairs in Tweet in G2:
[56] ð,ð
[49] sackler,family
[21] purdue,pharma
[21] ð,ñ
[15] ñ,ð
[13] david,sackler
[12] richard,sackler
[10] new,jersey
[10] opioid,crisis
[9] freer,sackler

Top Word Pairs in Tweet in G3:
[130] 1st,century
[65] gold,amulet
[65] amulet,goddess
[65] goddess,lat
[65] lat,dates
[65] dates,1st
[65] century,bce
[65] bce,mid
[65] mid,1st
[65] century,ce

Top Word Pairs in Tweet in G4:
[56] purdue,pharma
[38] sackler,family
[22] lawsuits,against
[22] against,purdue
[22] pharma,named
[22] named,members
[22] s,controlling
[22] controlling,sackler
[22] family,come
[22] come,under

Top Word Pairs in Tweet in G5:
[38] richard,sackler
[37] dr,richard
[33] purdue,pharma
[22] re,suing
[22] suing,dr
[22] sackler,purdue
[22] pharma,role
[22] role,#opioidcrisis
[22] #opioidcrisis,devastating
[22] devastating,communities

Top Word Pairs in Tweet in G6:
[2] sackler,family

Top Word Pairs in Tweet in G9:
[38] purdue,pharma
[38] richard,sackler
[37] #breaking,dc
[37] dc,suing
[37] suing,purdue
[37] pharma,richard
[37] sackler,misleading
[37] misleading,patients
[37] patients,doctors
[37] doctors,communities

Top Word Pairs in Tweet in G10:
[27] sackler,family
[18] tel,aviv
[18] aviv,university
[18] university,refuses
[18] refuses,reject
[18] reject,donations
[18] donations,sackler
[18] family,embroiled
[18] embroiled,opioids
[18] opioids,crisis

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@johncornyn
@dodowoko
@callmelyss1
@fl_bar_found
@vernbuchanan
@vp
@hbo
@senblumenthal
@whitehouse

Top Replied-To in G1:
@public_citizen

Top Replied-To in G4:
@nypost
@cnbc

Top Replied-To in G5:
@agbecerra
@purduepharma
@barbaraot
@teamwarren
@ewarren
@electricjason

Top Replied-To in G6:
@rosavecchia
@empressnorth

Top Replied-To in G7:
@impinkestgirl

Top Replied-To in G8:
@bobjones2244

Top Replied-To in G10:
@ericpb
@1blessedbee
@tooedit

Top Mentioned
Top Mentioned in Entire Graph:
@public_citizen
@archaeologyart
@agbecerra
@agkarlracine
@matthewjabrams
@haaretzcom
@newyorkstateag
@wsj
@ap
@clairegalofaro

Top Mentioned in G1:
@public_citizen
@thedailybeast

Top Mentioned in G2:
@williesband
@willpowerentllc
@homelessday
@ami_doctors
@dddirty_dianna

Top Mentioned in G3:
@archaeologyart

Top Mentioned in G4:
@wsj
@cnbc
@metmuseum
@guggenheim
@ev
@thetakeaway
@tanzinavega
@cnn
@nationalgallery
@clydefitch

Top Mentioned in G5:
@agbecerra
@lovenheim
@purduepharma
@bachyns
@ahartreports
@ewarren
@capitalaccounts
@andrewmaketweet
@sacklerpain
@chrislhayes

Top Mentioned in G6:
@americantrump2
@talkeetna101
@thesarge11
@stopbaddocs
@anthony4242
@spikeunderfire
@heatherlinda11
@kathyn115
@dawsoninga
@bostonbubbalooo

Top Mentioned in G7:
@jessie09jzo
@kneadinghands
@vcsparent
@katgal2
@maggii53
@tahsudasj
@alpha_cunt
@doug_in_nc
@dancindoti
@shashatheitch22

Top Mentioned in G8:
@can_cincinnatus
@a_team1983
@dark_falcon7
@fogfaaja
@ninaandtito
@ddp
@hiemakene
@julieo_to
@allthruthetown
@jec540

Top Mentioned in G9:
@agkarlracine
@agbecerra

Top Mentioned in G10:
@haaretzcom
@johnedelweiss1
@pannekoekland
@thedutchcritic
@kaasncouscous
@larcstar

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@rashidaldosari
@coopmike48
@tradnews_
@netminnow
@huffpost
@donotgiveuphope
@guardian
@lovetogive2
@emet_news_press

Top Tweeters in G1:
@barbaraward235
@morr_1980
@socolimeshot
@geostompx
@amb0306
@geegeebythesea
@nihaustin
@adedapolinda
@paulsorrentino3
@thedailybeast

Top Tweeters in G2:
@the_news_diva
@coopmike48
@donotgiveuphope
@jcomm_newsfeeds
@kkalmes2
@fpasquisdumont
@inky_mark
@ericfitteduval
@rimzzzeee
@mairzdoatz

Top Tweeters in G3:
@aoaoa_8
@gloriaminott
@ajohnkyriazis
@clibanus
@assisicat
@colorsandstones
@haelyn78
@thesidmon
@berkeleygirl63
@sibyllin2019

Top Tweeters in G4:
@tradnews_
@abc7news
@cnbc
@wsj
@cnn
@nypost
@tajalithaca
@twitsandbox1
@wndu
@sociopentothal

Top Tweeters in G5:
@betzmyboyblue11
@glorialaw5
@mrsopie88
@soapdemon34
@chrislhayes
@thefighterglem
@kimberlyarchie
@cmarinucci
@joevoe_
@mbalter

Top Tweeters in G6:
@starvinlarry
@elianok10
@spicypurritos
@lelenapeacock
@angelsgal02
@woutgorge
@rosesdaughter61
@equalitycouple
@shelley_bean60
@rosavecchia

Top Tweeters in G7:
@bengin1003
@persistentpengn
@mschade2020
@dancindoti
@tammiecroft
@shashatheitch22
@medwoman1
@katgal2
@impinkestgirl
@therealjtiii

Top Tweeters in G8:
@grayconnolly
@allthruthetown
@jaketapper
@ninaandtito
@pooterbugsmom
@joemamma_1
@pnc16basses
@geurtie
@sueuvino
@12357prime

Top Tweeters in G9:
@maehamilton1
@aryss1
@annie5133
@agentmcnasty
@marymjoneil
@ddshelby
@sisterchromatid
@sfru
@kcivey
@babseaton

Top Tweeters in G10:
@emet_news_press
@suma4720
@haaretzcom
@ma_am_42_21
@fnafilms
@mindofmo
@dontmogilevich
@chimeraelf
@nuriasanz5
@1blessedbee


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