sackler, Twitter, 11/13/2019 9:57:10 AM, 216279


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sackler_2019-11-12_13-26-25.xlsx
sackler_2019-11-12_13-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2019
Short Description:
sackler via NodeXL http://bit.ly/2NIaaWd
@maddow
@v8pow
@lorion
@washingtonpost
@realdonaldtrump
@lovetogive2
@emo_reactionary
@heidi_weigand
@takhar_
@tomthunkitsmind

Top hashtags:
#sackler
#purduepharma
#bigpharma
#purdue
#revenge
#archaeology
#peking
#corruption

Description:
Description
The graph represents a network of 2,630 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 Tuesday, 12 November 2019 at 21:26 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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, 23-hour, 46-minute period from Monday, 28 October 2019 at 01:03 UTC to Monday, 11 November 2019 at 00:50 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 : 2630
Unique Edges : 2780
Edges With Duplicates : 298
Total Edges : 3078
Number of Edge Types : 3
Mentions : 2350
Replies to : 233
Tweet : 495
Self-Loops : 495
Reciprocated Vertex Pair Ratio : 0.0138323840520749
Reciprocated Edge Ratio : 0.0272873194221509
Connected Components : 520
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 495
Maximum Edges in a Connected Component : 652
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.760623
Graph Density : 0.000360414042263319
Modularity : 0.825859
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,630 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 Tuesday, 12 November 2019 at 21:26 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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, 23-hour, 46-minute period from Monday, 28 October 2019 at 01:03 UTC to Monday, 11 November 2019 at 00:50 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 : GraphServerTwitterSearch
Graph Term : sackler
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[355] https://twitter.com/ADL/status/1192108737827356674
[235] https://www.washingtonpost.com/business/economy/sackler-legacy-is-at-stake-in-familys-bid-to-reinvent-purdue-pharma-as-a-public-trust/2019/11/05/479ea040-ee91-11e9-b648-76bcf86eb67e_story.html
[23] https://www.cnbc.com/2019/10/15/beverly-sackler-an-owner-of-purdue-pharma-dies.html
[19] https://www.usatoday.com/story/opinion/voices/2019/11/05/opioid-addiction-purdue-pharma-sackler-settlement-column/4155494002/
[17] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1572548834
[16] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust
[16] https://www.dailymail.co.uk/news/article-7631525/Purdue-Pharma-paid-CEO-9M-year-bankruptcy.html
[14] https://trib.al/l64nNmD
[12] https://www.esquire.com/news-politics/a12775932/sackler-family-oxycontin/
[12] https://www.foxbusiness.com/business-leaders/beverly-sackler-an-owner-of-purdue-pharma-dies

Top URLs in Tweet in G1:
[352] https://twitter.com/ADL/status/1192108737827356674
[1] https://twitter.com/cnn/status/1193287165708578817
[1] https://twitter.com/JasonSCampbell/status/1191506206181011456

Top URLs in Tweet in G2:
[26] https://www.washingtonpost.com/business/economy/sackler-legacy-is-at-stake-in-familys-bid-to-reinvent-purdue-pharma-as-a-public-trust/2019/11/05/479ea040-ee91-11e9-b648-76bcf86eb67e_story.html
[10] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust
[9] https://www.usatoday.com/story/opinion/voices/2019/11/05/opioid-addiction-purdue-pharma-sackler-settlement-column/4155494002/
[7] https://www.theartnewspaper.com/news/roundhouse-turns-down-gbp1m-sackler-grant
[7] https://www.bbc.co.uk/news/entertainment-arts-50260610
[5] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?CMP=share_btn_tw
[4] http://www.artnews.com/2019/11/01/london-performance-venue-declines-sackler-grant-getty-to-reopen-and-more-morning-links-from-november-1-2019/
[3] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?CMP=Share_iOSApp_Other
[3] http://www.artnews.com/2019/11/01/london-performance-venue-declines-sackler-grant-getty-to-reopen-and-more-morning-links-from-november-1-2019/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.chronicle.com/article/UConn-Says-It-s-Repurposing/247496

Top URLs in Tweet in G3:
[190] https://www.washingtonpost.com/business/economy/sackler-legacy-is-at-stake-in-familys-bid-to-reinvent-purdue-pharma-as-a-public-trust/2019/11/05/479ea040-ee91-11e9-b648-76bcf86eb67e_story.html
[1] https://twitter.com/maddow/status/1191800790618378242

Top URLs in Tweet in G4:
[9] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1572589934
[5] https://www.palmbeachpost.com/news/20191025/exclusive-sackler-family-company-pays-7-million-for-mansion-near-boca-raton
[4] https://www.expansion.com/empresas/2019/10/28/5db695e6468aeb26618b45d9.html
[1] https://twitter.com/i/web/status/1187783416017801217
[1] https://twitter.com/i/web/status/1188875080568320000
[1] https://twitter.com/tuftsdaily/status/1190357845226602496
[1] https://www.tmz.com/2019/11/04/el-chapo-wife-emma-coronel-aispuro-vh1-cartel-crew/
[1] http://american-ledger.com/accountability/collins-took-campaign-cash-from-top-opioid-distributors-purdue-pharmas-jonathan-sackler/
[1] https://twitter.com/i/web/status/1190279216828338176
[1] https://twitter.com/i/web/status/1188875272147341314

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1189917844219342849

Top URLs in Tweet in G6:
[12] https://trib.al/l64nNmD
[2] https://trib.al/HHT5Gjn
[1] https://trib.al/FkunGGd
[1] https://trib.al/C9UWkZM
[1] http://nytimes.com/2019/09/13/health/sacklers-purdue-opioids.html
[1] https://www.washingtonpost.com/goingoutguide/museums/at-the-sackler-gallery-an-empathetic-view-of-iran-by-six-women-photographers/2019/08/14/b076a5e8-b94b-11e9-b3b4-2bb69e8c4e39_story.html
[1] https://www.washingtonpost.com/business/economy/sackler-legacy-is-at-stake-in-familys-bid-to-reinvent-purdue-pharma-as-a-public-trust/2019/11/05/479ea040-ee91-11e9-b648-76bcf86eb67e_story.html
[1] https://www.wired.com/story/the-problem-with-rich-people-funding-science/
[1] https://www.nytimes.com/2019/09/13/health/sacklers-purdue-opioids.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://twitter.com/i/web/status/1173619292962578434

Top URLs in Tweet in G7:
[16] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1572548834
[3] https://alexandraerin.substack.com/p/the-myth-of-americas-mayor
[2] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust
[2] https://www.wsj.com/articles/bankruptcy-scholars-seek-probe-of-purdue-pharmas-owners-11573065503
[1] https://www.wsj.com/articles/bankruptcy-scholars-seek-probe-of-purdue-pharmas-owners-11573065503?shareToken=st0cb8154a8bba4120aae7ec9904ea387b
[1] https://twitter.com/AP/status/1172612814210568200
[1] https://www.washingtonpost.com/business/2019/11/06/judge-purdue-pharma-bankruptcy-extends-lawsuit-protection-sacklers/
[1] https://www.theguardian.com/stage/2019/oct/31/two-major-london-theatres-reject-funds-from-sackler-trust?CMP=share_btn_tw
[1] https://www.washingtonpost.com/business/economy/sackler-legacy-is-at-stake-in-familys-bid-to-reinvent-purdue-pharma-as-a-public-trust/2019/11/05/479ea040-ee91-11e9-b648-76bcf86eb67e_story.html
[1] https://www.desertsun.com/story/news/2019/11/02/lawsuit-against-purdue-pharma-claims-opioids-harm-torres-martinez-tribe/4090981002/

Top URLs in Tweet in G8:
[1] https://www.thejustice.org/article/2019/10/prof-explains-sackler-familys-involvement-in-u-s-opioid-crisis

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1189299723947139073

Top Domains
Top Domains in Tweet in Entire Graph:
[558] twitter.com
[247] washingtonpost.com
[74] theguardian.com
[30] co.uk
[24] cnbc.com
[21] trib.al
[19] usatoday.com
[12] law.com
[12] esquire.com
[12] foxbusiness.com

Top Domains in Tweet in G1:
[354] twitter.com

Top Domains in Tweet in G2:
[68] twitter.com
[30] washingtonpost.com
[24] theguardian.com
[9] co.uk
[9] usatoday.com
[8] law.com
[7] theartnewspaper.com
[7] artnews.com
[6] thehill.com
[4] chronicle.com

Top Domains in Tweet in G3:
[190] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G4:
[15] twitter.com
[9] theguardian.com
[5] palmbeachpost.com
[4] expansion.com
[1] tmz.com
[1] american-ledger.com
[1] law.com
[1] tuftsdaily.com
[1] dlvr.it

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[16] trib.al
[2] nytimes.com
[2] washingtonpost.com
[1] wired.com
[1] twitter.com

Top Domains in Tweet in G7:
[20] theguardian.com
[3] wsj.com
[3] substack.com
[2] washingtonpost.com
[1] twitter.com
[1] desertsun.com

Top Domains in Tweet in G8:
[1] thejustice.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] sackler
[39] purduepharma
[31] bigpharma
[19] purdue
[19] revenge
[16] archaeology
[15] peking
[15] corruption
[12] opioid
[12] mummy



Top Hashtags in Tweet in G2:
[6] opioidcrisis
[4] sackler
[4] opioids
[3] opioid
[3] opioidjustice
[2] opioidepidemic
[2] london
[2] uk
[2] latestnews
[1] sacklermafia

Top Hashtags in Tweet in G4:
[3] sternreport
[3] purduepharma
[2] sackler
[2] scotus
[2] opioidcrisis
[1] mesen
[1] appellatetwitter
[1] sacklers
[1] empresas
[1] industria

Top Hashtags in Tweet in G6:
[2] iran
[2] letitiajames
[2] whiteprivilege

Top Hashtags in Tweet in G7:
[5] rudygiuliani
[4] sackler
[3] kerik
[3] oxycontin
[1] opioids
[1] epidemic
[1] insulin
[1] meds
[1] canada
[1] canadian

Top Words
Top Words in Tweet in Entire Graph:
[1074] Words in Sentiment List#1: Positive
[1731] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[42715] Non-categorized Words
[45520] Total Words
[1569] sackler
[908] family
[513] people
[493] â
[407] 000

Top Words in Tweet in G1:
[455] sackler
[451] family
[445] people
[356] pills
[355] color
[355] dumped
[355] america
[355] killed
[355] 400
[355] 000

Top Words in Tweet in G2:
[233] sackler
[60] family
[60] purdue
[48] pharma
[48] trust
[47] ã
[40] s
[40] london
[37] opioid
[36] â

Top Words in Tweet in G3:
[368] â
[193] maddow
[191] think
[190] scorched
[190] earth
[190] wealth
[190] preservation
[184] œi
[5] sackler
[5] family

Top Words in Tweet in G4:
[62] sackler
[24] family
[17] purdue
[16] s
[14] company
[14] million
[12] 31
[11] school
[11] dean
[11] jay

Top Words in Tweet in G5:
[102] adam
[64] sackler
[54] driver
[30] girls
[27] 2017
[27] vs
[27] charlie
[27] marriage
[27] story
[27] 2019

Top Words in Tweet in G6:
[57] sackler
[41] legacy
[41] washingtonpost
[40] stake
[40] familyâ
[40] s
[40] bid
[40] reinvent
[40] purdue
[40] pharma

Top Words in Tweet in G7:
[29] sackler
[21] guardian
[20] two
[20] major
[20] london
[20] reject
[20] funds
[20] trust
[19] theatres
[11] over

Top Words in Tweet in G8:
[3] talkeetna101
[3] sackler
[3] reckitt
[3] s
[3] u
[2] kathleenaie
[2] danlairdmd
[2] hitzit
[2] done
[2] exactly

Top Words in Tweet in G9:
[3] capitalism
[2] equivo_kate
[2] tylerjswolff
[2] thechrissel
[2] emm_initiative
[2] mystervui
[2] haygoodlaw
[2] rahaeli
[2] humans

Top Words in Tweet in G10:
[2] bruce07707147
[2] kamericaga1
[2] aaronaretools
[2] laylow88861429
[2] mongo3804
[2] usaff35
[2] nitronut128
[2] vickie627
[2] tomdoubting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[780] sackler,family
[397] 400,000
[358] color,pills
[358] pills,sackler
[358] family,dumped
[358] dumped,america
[358] america,killed
[358] killed,400
[358] 000,people
[354] v8pow,color

Top Word Pairs in Tweet in G1:
[451] sackler,family
[355] color,pills
[355] pills,sackler
[355] family,dumped
[355] dumped,america
[355] america,killed
[355] killed,400
[355] 400,000
[355] 000,people
[351] v8pow,color

Top Word Pairs in Tweet in G2:
[51] sackler,family
[47] purdue,pharma
[25] sackler,trust
[22] sackler,grant
[22] two,major
[22] familyâ,s
[21] major,london
[21] london,theatres
[21] theatres,reject
[21] reject,funds

Top Word Pairs in Tweet in G3:
[190] think,scorched
[190] scorched,earth
[190] earth,wealth
[190] wealth,preservation
[184] â,œi
[184] œi,think
[184] preservation,â
[183] maddow,â
[7] maddow,think
[4] sackler,family

Top Word Pairs in Tweet in G4:
[22] sackler,family
[11] sackler,school
[11] real,estate
[10] omg,sackler
[10] family,spent
[10] spent,14
[10] 14,2
[10] 2,million
[10] million,south
[10] south,florida

Top Word Pairs in Tweet in G5:
[54] adam,driver
[48] adam,sackler
[27] driver,adam
[27] sackler,girls
[27] girls,2017
[27] 2017,vs
[27] vs,adam
[27] driver,charlie
[27] charlie,marriage
[27] marriage,story

Top Word Pairs in Tweet in G6:
[41] sackler,legacy
[40] legacy,stake
[40] stake,familyâ
[40] familyâ,s
[40] s,bid
[40] bid,reinvent
[40] reinvent,purdue
[40] purdue,pharma
[40] pharma,public
[40] public,trust

Top Word Pairs in Tweet in G7:
[20] two,major
[20] major,london
[20] reject,funds
[20] funds,sackler
[20] sackler,trust
[19] london,theatres
[19] theatres,reject
[15] guardian,two
[9] opioid,epidemic
[8] over,opioid

Top Word Pairs in Tweet in G8:
[2] kathleenaie,talkeetna101
[2] talkeetna101,danlairdmd
[2] danlairdmd,hitzit
[2] hitzit,done
[2] done,exactly
[2] exactly,sackler
[2] sackler,accused
[2] accused,reckitt
[2] u,s

Top Word Pairs in Tweet in G10:
[2] bruce07707147,kamericaga1
[2] kamericaga1,aaronaretools
[2] aaronaretools,laylow88861429
[2] laylow88861429,mongo3804
[2] mongo3804,usaff35
[2] usaff35,nitronut128
[2] nitronut128,vickie627
[2] vickie627,tomdoubting

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@adl
@ladyaodh
@srta_driver
@philhackemann
@djlok
@jvgraz
@osnewsnetwork
@abdullahadam
@rwpusa

Top Replied-To in G1:
@adl
@zyntrax
@heartwvrmtv
@emo_reactionary
@americankrogan

Top Replied-To in G3:
@maddow

Top Replied-To in G4:
@purduepharma
@dashwallkick
@conradscherer
@generalbrnovich
@acloughpbp

Top Replied-To in G5:
@thumosren
@benswolos
@adaamndriver

Top Replied-To in G6:
@washingtonpost
@newshour

Top Replied-To in G7:
@rwpusa
@petebuttigieg
@wsj

Top Replied-To in G8:
@kathleenaie
@ccontrarus

Top Replied-To in G9:
@ljmontello
@mystervui

Top Replied-To in G10:
@bruce07707147

Top Mentioned
Top Mentioned in Entire Graph:
@v8pow
@maddow
@emo_reactionary
@washingtonpost
@mog7546
@realdonaldtrump
@ancient_tokens
@tomthunkitsmind
@theriseofsoio
@pku1898

Top Mentioned in G1:
@v8pow
@emo_reactionary
@headass_trad
@bronzeagemantis

Top Mentioned in G2:
@sewellrutter
@dragonadvantage
@bobjuchter
@williesband
@resistmovetrm
@icedoutcroptop

Top Mentioned in G3:
@maddow
@bluebees

Top Mentioned in G4:
@tuftsuniversity
@merylkornfield
@guardiannews
@tischlibrary
@purduepharma
@thenlj
@acloughpbp
@smfaattufts
@expansioncom
@clararuizgauna

Top Mentioned in G5:
@theriseofsoio
@thumosren
@slutfordriver
@benxskyxtrash
@cloudyfacewith1
@reylomami

Top Mentioned in G6:
@washingtonpost
@turkamericantv
@newyorkstateag
@freersackler
@nytimes
@vanessahlarson
@newshaphoto
@dcturkishfilm
@maddow
@dannyhakim

Top Mentioned in G7:
@guardian
@gregolear
@indianaffairs
@jaredshopkins
@wsj
@realdonaldtrump
@maddow
@chas10buttigieg
@chriscuomo
@clevejones1

Top Mentioned in G8:
@talkeetna101
@danlairdmd
@hitzit
@daxxkhan
@kathleenaie
@faithgirlee
@painadvocatear
@keesaroo
@puppyluvr312
@johnjew40051316

Top Mentioned in G9:
@equivo_kate
@tylerjswolff
@thechrissel
@emm_initiative
@haygoodlaw
@rahaeli
@whipplemarc
@kathryntewson
@lindseypaigeb
@estockbridge

Top Mentioned in G10:
@kamericaga1
@aaronaretools
@laylow88861429
@mongo3804
@usaff35
@nitronut128
@vickie627
@tomdoubting
@leahb333
@bruce07707147

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@tomthunkitsmind
@dichristine
@odio_nao
@moonbootica
@housecracka
@twitlertwit
@chuddles11
@real_infinity95

Top Tweeters in G1:
@noncontacthogg
@cnovelo66
@mrbcwalker
@johnpaulfutbol
@shabbosgoy
@scottgtweets
@bensotokarass
@zander9899
@18dpl
@redheaded_jenn

Top Tweeters in G2:
@moonbootica
@ohiomail
@my234radio
@crweworld
@donotgiveuphope
@analyticaglobal
@bot_political
@scopedbylarry
@hephaestus7
@kazmierskir

Top Tweeters in G3:
@missb62
@inspiteoftrump
@kenkircher1
@tottenbill
@aziegler
@cheryl_marlin
@greenbiotechie
@wandainparis
@beccanalia
@runpattirun

Top Tweeters in G4:
@rcrockett
@kimvie
@tmz
@guardiannews
@pbpost
@expansioncom
@themichaelmoran
@s3thene
@purnimabarve
@exp_empresas

Top Tweeters in G5:
@christinak0613
@ginna_rensolo
@theriseofsoio
@pttybby
@milibxnd
@yeepoonapisara
@yourboswell
@jyailing
@tiapuali
@jedihbic

Top Tweeters in G6:
@real_infinity95
@lechatnoire4
@lovetogive2
@marconavarrolor
@reagancbrown
@nytimes
@angelakrebs444
@washingtonpost
@missourigirl62
@norsemndem

Top Tweeters in G7:
@_mrdavidjones
@gr8musicvenues
@guardian
@huffpost
@lorion
@wsj
@cnn
@buzzfeed
@ndngenuity
@tinytiernan

Top Tweeters in G8:
@deeenst
@nyr_raiderette
@spicypurritos
@angelsgal02
@lelenapeacock
@woutgorge
@rosesdaughter61
@faithgirlee
@pechilvr
@mlvanbrit

Top Tweeters in G9:
@kimota1977
@samuraiko
@dorkland
@rahaeli
@zenofdesign
@smith_valence
@terez27
@aquavelvaboy
@emm_initiative
@byron_mobley

Top Tweeters in G10:
@rickysi16087724
@vickie627
@patriotsally
@instinctnaturel
@hilda_brand
@ord3001
@nitronut128
@havokhawk
@aleeyun_nvaazun
@usmc_army