#EndWell18, Twitter, 12/6/2018 8:51:04 PM, 177693


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#EndWell18_2018-12-06_12-43-51.xlsx
#EndWell18_2018-12-06_12-43-51.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2018
Short Description:
#EndWell18 via NodeXL http://bit.ly/2RDGJ77
@endwellsf
@magthenomad
@justinbaldoni
@hospicedoctor
@bonku
@jeremiesaunders
@courtwrites
@natedies
@lisaoleary524
@laurasweetjane

Top hashtags:
#endwell18
#hpm
#eol
#caregiving
#endwell17
#caregiver
#ptexperience
#bats

Description:
Description
The graph represents a network of 304 Twitter users whose recent tweets contained "#EndWell18", 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 Thursday, 06 December 2018 at 20:44 UTC.

The tweets in the network were tweeted over the 10-day, 4-hour, 29-minute period from Monday, 26 November 2018 at 16:13 UTC to Thursday, 06 December 2018 at 20:42 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 : 304
Unique Edges : 937
Edges With Duplicates : 967
Total Edges : 1904
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0.0640569395017794
Reciprocated Edge Ratio : 0.120401337792642
Connected Components : 14
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 1883
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.671067
Graph Density : 0.0129841931561577
Modularity : 0.266341
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.endwellproject.org/signup
[5] https://twitter.com/endwellsf/status/1066436613650112513
[4] https://www.eventbrite.com/e/free-end-well-2018-live-stream-tickets-53202762896
[4] https://twitter.com/endwellSF/status/1066436613650112513
[3] https://grapefruit-disc-nnml.squarespace.com/livestream
[3] https://www.endwellproject.org/signup?fbclid=IwAR0cA6cQ_GgBtW7H-z0-FSrYf2MFJSbzEso41aRE2zZMr3flCh3dIxtKPq8
[2] https://twitter.com/endwellsf/status/1068550548478205955
[2] https://www.endwellproject.org/
[2] https://twitter.com/smiller_inno/status/1070741141924900864
[2] https://twitter.com/adamhayden/status/1068689536279085057

Top URLs in Tweet in G1:
[2] https://twitter.com/endwellSF/status/1066436613650112513
[2] https://twitter.com/smiller_inno/status/1070741141924900864
[1] https://twitter.com/endwellsf/status/1066436613650112513
[1] https://medium.com/@endwellsf/cancer-survivorship-might-kill-me-1dfb57ca059b
[1] https://medium.com/@endwellsf/clara-was-8-years-old-and-she-was-dying-of-cancer-fb23d782effb
[1] http://r.socialstudio.radian6.com/195b59b8-6747-4e37-8db5-3816b626e68e
[1] https://www.endwellproject.org/
[1] https://medium.com/@endwellsf/the-gift-of-death-talk-how-sharing-your-wishes-helps-everyone-26f739e24445
[1] https://www.endwellproject.org/signup
[1] https://www.endwellproject.org/signup?fbclid=IwAR0cA6cQ_GgBtW7H-z0-FSrYf2MFJSbzEso41aRE2zZMr3flCh3dIxtKPq8

Top URLs in Tweet in G2:
[3] https://www.eventbrite.com/e/free-end-well-2018-live-stream-tickets-53202762896
[2] https://www.endwellproject.org/signup
[2] https://twitter.com/endwellsf/status/1068550548478205955
[2] https://twitter.com/adamhayden/status/1068689536279085057
[1] https://twitter.com/LeilaniRGraham/status/1070727300302364672
[1] https://twitter.com/endwellsf/status/1066436613650112513
[1] https://www.ozy.com/acumen/we-need-to-revolutionize-end-of-life-care-heres-why/83894
[1] https://www.wired.com/story/researchers-call-more-humanity-in-artificial-intelligence/
[1] https://twitter.com/endwellSF/status/1068962540435066880
[1] https://twitter.com/endwellSF/status/1067128629061050368

Top URLs in Tweet in G3:
[2] http://www.ladybughouse.org
[1] https://itunes.apple.com/us/podcast/death-in-the-afternoon/id1438028898?mt=2&i=1000425170471
[1] https://www.today.com/video/brittany-maynard-s-husband-tells-megyn-kelly-about-her-decision-to-die-1246246979998
[1] https://grapefruit-disc-nnml.squarespace.com/livestream
[1] https://twitter.com/endwellsf/status/1066436613650112513

Top URLs in Tweet in G4:
[1] https://www.endwellproject.org/
[1] https://twitter.com/endwellsf/status/1066436613650112513
[1] https://twitter.com/ivorinfo/status/1070764416252039168
[1] https://twitter.com/deathafternoon/status/1070760426302976000
[1] https://twitter.com/recomposelife/status/1069692191063236609
[1] https://www.endwellproject.org/signup

Top URLs in Tweet in G5:
[1] https://grapefruit-disc-nnml.squarespace.com/livestream
[1] https://www.eventbrite.com/e/free-end-well-2018-live-stream-tickets-53202762896
[1] https://www.endwellproject.org/signup?fbclid=IwAR0cA6cQ_GgBtW7H-z0-FSrYf2MFJSbzEso41aRE2zZMr3flCh3dIxtKPq8
[1] https://twitter.com/meganmooneymsw/status/1070739940923723776
[1] https://www.endwellproject.org/signup
[1] https://twitter.com/endwellsf/status/1067128629061050368
[1] https://twitter.com/endwellSF/status/1066436613650112513

Top URLs in Tweet in G6:
[1] https://twitter.com/endwellsf/status/1067128629061050368
[1] https://www.endwellproject.org/2018agenda
[1] https://twitter.com/endwellSF/status/1066436613650112513
[1] http://www.circovolador.org/
[1] https://mx.ivoox.com/es/30338205
[1] http://www.washingtonpost.com/politics/saudi-funded-lobbyist-paid-for-500-rooms-at-trumps-hotel-after-2016-election/2018/12/05/29603a64-f417-11e8-bc79-68604ed88993_story.html?tid=ss_tw&utm_term=.f2700b5bf6d1
[1] http://cityofkindness.org/portfolio/kind-products/
[1] http://Poortals.com
[1] https://www.instagram.com/p/BrDo0IlgsAr/
[1] https://www.trendsmap.com/local/us/san+francisco?utm_source=twitter&utm_medium=social&utm_campaign=al&utm_term=h##endwell18

Top URLs in Tweet in G9:
[1] https://open.spotify.com/user/spotify/playlist/37i9dQZF1EjjYnZMQxHEBO?si=bYlNJGzWQEKmDMAjkYa4rw

Top Domains
Top Domains in Tweet in Entire Graph:
[37] twitter.com
[11] endwellproject.org
[5] eventbrite.com
[3] medium.com
[3] squarespace.com
[2] ladybughouse.org
[1] wired.com
[1] ozy.com
[1] sharonsalzberg.com
[1] sickboypodcast.com

Top Domains in Tweet in G1:
[15] twitter.com
[3] medium.com
[3] endwellproject.org
[1] radian6.com
[1] soulpancake.com
[1] imdb.com
[1] eventbrite.com
[1] sickboypodcast.com
[1] sharonsalzberg.com
[1] squarespace.com

Top Domains in Tweet in G2:
[11] twitter.com
[3] endwellproject.org
[3] eventbrite.com
[1] ozy.com
[1] wired.com
[1] esalen.org
[1] bit.ly

Top Domains in Tweet in G3:
[2] ladybughouse.org
[1] apple.com
[1] today.com
[1] squarespace.com
[1] twitter.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] endwellproject.org

Top Domains in Tweet in G5:
[3] twitter.com
[2] endwellproject.org
[1] squarespace.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] endwellproject.org
[1] circovolador.org
[1] ivoox.com
[1] washingtonpost.com
[1] cityofkindness.org
[1] poortals.com
[1] instagram.com
[1] trendsmap.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[844] endwell18
[99] hpm
[64] eol
[39] caregiving
[39] endwell17
[34] caregiver
[29] ptexperience
[29] bats
[26] palliativecare
[26] deathanddying



Top Hashtags in Tweet in G1:
[526] endwell18
[71] hpm
[51] eol
[39] endwell17
[39] caregiving
[34] caregiver
[29] ptexperience
[29] bats
[26] deathanddying
[17] palliativecare

Top Hashtags in Tweet in G2:
[88] endwell18
[9] design
[9] tech
[8] eol
[6] hpm
[4] healthcare
[4] ai
[4] bluemind
[3] meded
[2] endwell

Top Hashtags in Tweet in G3:
[102] endwell18
[6] death
[3] dying
[2] deathpositive
[2] hpm
[2] eol
[2] la
[1] necrotech
[1] profoundthoughts
[1] endolife

Top Hashtags in Tweet in G4:
[56] endwell18
[6] hpm
[3] endgamedocumentary
[2] onpoint
[1] returninhumanity
[1] sabcs18
[1] glioblastoma
[1] tech
[1] design
[1] choices

Top Hashtags in Tweet in G5:
[34] endwell18
[13] hpm
[5] aafp
[5] ptexp
[4] meded
[3] glioblastoma
[2] palliativecare
[2] eol
[1] medtwitter
[1] tech

Top Hashtags in Tweet in G6:
[11] endwell18
[2] thursdaythoughts
[1] hpm
[1] pallonc
[1] palliativecare
[1] supportivecare
[1] newyears
[1] cityofkindness
[1] kindnessmatters
[1] dh12days

Top Hashtags in Tweet in G7:
[9] endwell18

Top Hashtags in Tweet in G8:
[7] endwell18
[4] palliativecare
[1] aahpm

Top Hashtags in Tweet in G9:
[2] 2018wrapped
[2] spotify
[2] larain
[1] wrapped2018
[1] endwell18

Top Hashtags in Tweet in G10:
[5] staytuned
[5] ac
[5] endwell18

Top Words
Top Words in Tweet in Entire Graph:
[920] Words in Sentiment List#1: Positive
[760] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[21746] Non-categorized Words
[23426] Total Words
[844] endwell18
[275] endwellsf
[180] life
[167] death
[158] s

Top Words in Tweet in G1:
[526] endwell18
[117] endwellsf
[116] life
[110] death
[101] s
[71] hpm
[66] justinbaldoni
[64] t
[62] care
[55] eol

Top Words in Tweet in G2:
[88] endwell18
[67] endwellsf
[27] free
[26] join
[24] person
[22] livestream
[18] live
[18] event
[18] end
[18] today

Top Words in Tweet in G3:
[102] endwell18
[49] justinbaldoni
[37] death
[36] endwellsf
[28] t
[23] speakers
[23] jamesrdotymd
[19] jeremiesaunders
[17] incredible
[17] life

Top Words in Tweet in G4:
[56] endwell18
[42] endwellsf
[22] t
[18] s
[18] end
[16] shoshumd
[16] well
[15] person
[14] cambiahealthfdn
[13] join

Top Words in Tweet in G5:
[34] endwell18
[16] life
[14] end
[14] out
[13] hpm
[13] endwellsf
[10] burned
[8] care
[8] adamhayden
[8] right

Top Words in Tweet in G6:
[11] endwell18
[2] t
[2] best
[2] trance
[2] 2019
[2] boom
[2] thursdaythoughts
[2] manifest
[2] year

Top Words in Tweet in G7:
[9] endwell18
[8] sarah_calavera
[7] time
[7] humanize
[7] death
[7] experience
[7] bonku
[4] well
[3] end
[2] life

Top Words in Tweet in G8:
[17] patients
[10] black
[10] white
[8] jessicazitter
[7] more
[7] invasive
[7] treatments
[7] last
[7] 6
[7] months

Top Words in Tweet in G9:
[3] spotify
[2] 2018wrapped
[2] playlist
[2] giving
[2] sorts
[2] feels
[2] larain
[2] s
[2] good
[2] thing

Top Words in Tweet in G10:
[10] ac
[5] new
[5] single
[5] dropping
[5] tomorrow
[5] apple
[5] music
[5] spotify
[5] more
[5] staytuned

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] end,life
[50] join,person
[50] person,endwell18
[48] free,livestream
[42] justinbaldoni,endwell18
[42] don,t
[41] endwell18,eol
[39] endwellsf,endwell18
[39] endwell17,endwell18
[37] eol,hpm

Top Word Pairs in Tweet in G1:
[39] endwell17,endwell18
[38] endwell18,eol
[37] eol,hpm
[35] hpm,caregiving
[32] caregiving,caregiver
[29] end,life
[29] ptexperience,bats
[27] palliative,care
[25] endwellsf,endwell18
[25] caregiver,deathanddying

Top Word Pairs in Tweet in G2:
[21] free,livestream
[17] join,person
[17] person,endwell18
[14] live,stream
[12] endwellsf,today
[11] livestream,endwell18
[10] register,now
[10] endwellsf,join
[10] end,life
[10] ll,speaking

Top Word Pairs in Tweet in G3:
[21] speakers,justinbaldoni
[21] justinbaldoni,endwell18
[15] endwellsf,don
[15] don,t
[15] t,miss
[15] miss,incredible
[15] incredible,endwell18
[15] endwell18,speakers
[15] justinbaldoni,jamesrdotymd
[15] jamesrdotymd,jeremiesaunders

Top Word Pairs in Tweet in G4:
[12] end,well
[12] join,person
[11] t,join
[11] person,endwell18
[10] endwell18,register
[9] endwellsf,endwell18
[9] register,now
[8] amazing,lineup
[7] don,t
[6] nhpco,proud

Top Word Pairs in Tweet in G5:
[11] end,life
[10] burned,out
[7] live,stream
[5] awesome,hpm
[5] hpm,related
[5] related,content
[5] content,today
[5] today,endwell18
[5] endwell18,anyone
[5] anyone,interested

Top Word Pairs in Tweet in G6:
[2] thursdaythoughts,endwell18

Top Word Pairs in Tweet in G7:
[7] time,humanize
[7] humanize,death
[7] death,experience
[7] experience,bonku
[7] bonku,endwell18
[6] sarah_calavera,time
[2] end,life
[2] life,poc
[2] poc,forced
[2] forced,focus

Top Word Pairs in Tweet in G8:
[10] black,patients
[7] patients,more
[7] more,invasive
[7] invasive,treatments
[7] treatments,last
[7] last,6
[7] 6,months
[7] months,lives
[7] lives,white
[7] white,patients

Top Word Pairs in Tweet in G9:
[2] 2018wrapped,spotify
[2] spotify,playlist
[2] playlist,giving
[2] giving,sorts
[2] sorts,feels
[2] feels,larain
[2] larain,s
[2] s,good
[2] good,thing
[2] thing,rihanna

Top Word Pairs in Tweet in G10:
[5] new,single
[5] single,ac
[5] ac,dropping
[5] dropping,tomorrow
[5] tomorrow,apple
[5] apple,music
[5] music,spotify
[5] spotify,more
[5] more,staytuned
[5] staytuned,ac

Top Replied-To
Top Replied-To in Entire Graph:
@jeremiesaunders
@justinbaldoni
@bonku
@lisaoleary524
@jamesrdotymd
@maguirepeggy
@massdesignlab
@endwellsf
@cierrasisters
@adrane

Top Replied-To in G1:
@justinbaldoni
@bonku
@jeremiesaunders
@maguirepeggy
@alexismcgill
@lisaoleary524
@jamesrdotymd
@massdesignlab
@adrane
@courtwrites

Top Replied-To in G2:
@endwellsf
@cierrasisters
@michaeldfratkin

Top Replied-To in G3:
@sickboypodcast
@jamesrdotymd
@spiritualmd

Top Replied-To in G4:
@jeremiesaunders
@stevepantilat
@shoshumd
@kimberlypaulnc

Top Replied-To in G5:
@massdesignlab
@jeremiesaunders
@adrane
@lisaoleary524

Top Mentioned
Top Mentioned in Entire Graph:
@endwellsf
@justinbaldoni
@jeremiesaunders
@cambiahealthfdn
@bonku
@adrane
@magthenomad
@jamesrdotymd
@courtwrites
@alexismcgill

Top Mentioned in G1:
@endwellsf
@justinbaldoni
@adrane
@magthenomad
@bonku
@cambiahealthfdn
@jeremiesaunders
@alexismcgill
@massdesignlab
@cierrasisters

Top Mentioned in G2:
@endwellsf
@justinbaldoni
@thegooddeath
@jeremiesaunders
@courtwrites
@cambiahealthfdn
@sickboypodcast
@bonku
@meganmooneymsw
@adrane

Top Mentioned in G3:
@justinbaldoni
@endwellsf
@jamesrdotymd
@jeremiesaunders
@kaifulee
@rebeccasoffer
@magthenomad
@courtwrites
@lconstans

Top Mentioned in G4:
@endwellsf
@shoshumd
@cambiahealthfdn
@maguirepeggy
@bjmillermd
@justinbaldoni
@ganzmark
@stevepantilat
@adrane
@courtwrites

Top Mentioned in G5:
@endwellsf
@adamhayden
@bonku
@cambiahealthfdn
@rfberry
@vandekieftg
@lisaoleary524
@maguirepeggy
@shoshumd
@magthenomad

Top Mentioned in G7:
@sarah_calavera
@bonku
@alexismcgill
@ordergooddeath
@thegooddeath

Top Mentioned in G8:
@jessicazitter
@alexismcgill
@hospicedoctor
@nancyf

Top Mentioned in G9:
@rihanna
@joshrotter
@spotify
@spotifycares

Top Mentioned in G10:
@yupyup_yd

Top Tweeters
Top Tweeters in Entire Graph:
@spotifycares
@lopezgovlaw
@walmart
@mintamenapie
@lrauhll
@drferdowsi
@todayshow
@georgeafuller
@lulubelle1000
@nickisnpdx

Top Tweeters in G1:
@lopezgovlaw
@walmart
@lifeiskitsch
@healthpolicygrp
@caregiving
@meganranney
@cftrust
@rieofletters
@dianeemeier
@hospicedoctor

Top Tweeters in G2:
@mintamenapie
@nickisnpdx
@lyft
@whotrendedit
@thatvdovault
@itsthebunk
@teaminspire
@wallacejnichols
@chumblespuzz
@girltarist

Top Tweeters in G3:
@lrauhll
@drferdowsi
@todayshow
@glenbrookemama
@carolynmcc
@eimeon71380
@raduede
@transyurochka
@_irisstyle
@laurasweetjane

Top Tweeters in G4:
@lgoodbu
@coffeemommy
@seanessee
@michaeldfratkin
@nhpco_news
@deadwood_bbq
@shoshumd
@rocketgirlmd
@ctacorg
@elizabethcoplan

Top Tweeters in G5:
@rfberry
@hollyby
@gabpiccopicco
@adamhayden
@rabrazzak
@sevenponds
@deathoverdinner
@endwell
@drsadhanaj
@chethanr

Top Tweeters in G6:
@trendssf
@noelinsd
@djjonatanortega
@overspyke
@poortals
@ishwariamd
@bazalka
@mustardsplatter
@donparish
@cityofkindness

Top Tweeters in G7:
@georgeafuller
@aflaminghalo
@sarah_calavera
@sergca
@axolotlich
@inkedtoothfairy
@foldingpapercr1
@_knucklebone
@themetalbrewer

Top Tweeters in G8:
@lulubelle1000
@geminigod
@drcswilliam
@jonel_aleccia
@kathleenburge
@jessicazitter
@kimberleystjohn

Top Tweeters in G9:
@spotifycares
@spotify
@joshrotter
@rihanna
@downloadnow

Top Tweeters in G10:
@yupyup_yd
@love_mr_wrong_
@bucksdaoriginal
@yyinnovations
@ks101816