healthcare, Twitter, 9/18/2019 1:45:34 PM, 210153


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healthcare_2019-09-18_06-18-01.xlsx
healthcare_2019-09-18_06-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2019
Short Description:
healthcare via NodeXL http://bit.ly/308tGCb
@mikepouzie
@aoc
@berniesanders
@realdonaldtrump
@disneydoc911
@charliekirk11
@truthonly37
@burtonboucher
@jonathanmayor
@crosshairsonyou

Top hashtags:
#healthcare
#ai
#medicareforall
#health
#healthtech
#moscowmitch

Description:
Description
The graph represents a network of 6,595 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 September 2019 at 13:19 UTC.

The requested start date was Monday, 16 September 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 4-day, 0-hour, 49-minute period from Wednesday, 11 September 2019 at 10:56 UTC to Sunday, 15 September 2019 at 11:45 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 : 6595
Unique Edges : 6870
Edges With Duplicates : 563
Total Edges : 7433
Number of Edge Types : 3
Mentions : 5834
Replies to : 556
Tweet : 1043
Self-Loops : 1043
Reciprocated Vertex Pair Ratio : 0.00929853181076672
Reciprocated Edge Ratio : 0.0184257313722321
Connected Components : 1228
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 3134
Maximum Edges in a Connected Component : 3798
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.203801
Graph Density : 0.000142270996469555
Modularity : 0.843322
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://twitter.com/berniesanders/status/1171515578864979971
[13] https://www.inquirer.com/health/social-justice-healthcare-medical-education-system-20190914.html
[10] https://twitter.com/berniesanders/status/1173027398356545537
[9] https://medium.com/@medilives/hello-medilives-community-weekly-digest-1-89c325a1eeef
[8] https://twinybots.ch/
[8] http://Afterlifeblog.com
[8] https://www.amazon.com/Afterlife-Die-Amazing-Possibilities-Await-ebook/dp/B016QFJL0W/ref=sr_1_1?s=books&ie=UTF8&qid=1445023565&sr=1-1&keywords=John+S.+Weiss
[7] https://news.sky.com/story/robotic-surgeons-set-to-spark-revolution-in-healthcare-11810158
[6] https://secure.actblue.com/donate/dw_ks03
[6] https://fortune.com/2019/09/13/moderna-personalized-medicine-rna/#Health

Top URLs in Tweet in G2:
[7] https://news.sky.com/story/robotic-surgeons-set-to-spark-revolution-in-healthcare-11810158
[4] https://www.inquirer.com/health/social-justice-healthcare-medical-education-system-20190914.html
[4] https://twitter.com/berniesanders/status/1173027398356545537
[3] https://www.washingtonexaminer.com/policy/healthcare/rise-of-deadly-mysterious-lung-illness-bolsters-calls-for-banning-or-strictly-regulating-e-cigarettes
[3] https://twitter.com/drjengunter/status/1173030367235731456
[2] https://www.infowars.com/universal-healthcare-41-year-old-disabled-man-euthanized-by-canadian-gov/
[2] https://thehill.com/policy/healthcare/460816-insurance-figures-give-democrats-new-line-of-attack-against-trump
[2] https://medicalxpress.com/news/2019-09-physicians-opioids-day.html
[2] https://thehill.com/policy/healthcare/460816-insurance-figures-give-democrats-new-line-of-attack-against-trump?utm_source=dlvr.it&utm_medium=twitter
[2] http://easylivingfl.com/how-to-disagree-with-your-doctor/

Top URLs in Tweet in G3:
[1] https://twitter.com/kate_h_taylor/status/1172247401568120832
[1] https://twitter.com/gregjkrieg/status/1172712763954778112
[1] https://twitter.com/NateSilver538/status/1172981638256627712
[1] https://www.youtube.com/watch?v=jTCtTVnBia8&feature=youtu.be

[1] https://www.businessinsider.com/whole-foods-healthcare-amazon-ceo-jeff-bezos-promises-business-roundtable-2019-9
[1] https://twitter.com/politico/status/1172654199961788417
[1] http://hill.cm/vX2c7iY
[1] https://bit.ly/2ZVZ0DZ
[1] https://www.costco.com/benefits.html
[1] https://twitter.com/people4bernie/status/1172727875763458048

Top URLs in Tweet in G4:
[1] https://www.realclearpolitics.com/articles/2019/09/09/government_price-fixing_will_put_health_care_on_life_support_141203.html
[1] https://go.shr.lc/2ZUj3CZ
[1] https://twitter.com/gopchairwoman/status/1170718731686879234
[1] https://twitter.com/betoorourke/status/1170414624338055168
[1] https://www.breitbart.com/politics/2019/09/14/bernie-sanders-we-are-going-to-impose-a-moratorium-on-deportations/

Top URLs in Tweet in G5:
[6] https://fortune.com/2019/09/13/moderna-personalized-medicine-rna/#Health
[4] https://www.valvesolutions.co/data-solutions
[4] https://www.technative.io/how-data-changed-the-world/
[4] https://goo.gl/xShM7W
[3] https://www.forbes.com/sites/bernardmarr/2019/05/03/the-incredible-ways-artificial-intelligence-is-now-used-in-mental-health/#566c0b2ad02e
[3] https://www.weforum.org/agenda/2019/09/mit-thread-robots-travel-blood-vessels-brain-effective-surgery
[2] https://www.sehealthcarequalityconsulting.com/2019/09/12/medical-practice-front-desk-first-impression-tips/
[2] http://cca.st/EyQde
[2] https://www.careercast.com/jobs/direct-care-princeton-mn-55371-115138942-d?referral=twitter&context=smopremium
[2] https://lymphoma-action.org.uk/healthcare-professionals

Top URLs in Tweet in G6:
[3] https://thehill.com/policy/healthcare/460546-two-planned-parenthood-clinics-closing-in-ohio-citing-state-and-federal
[2] https://twitter.com/realsaavedra/status/1173053979770720256
[2] http://feedproxy.google.com/~r/americansfortaxreform/~3/RzjBgH0PfjA/pelosi-drug-plan-will-destroy-us-healthcare-system
[1] https://abcnews.go.com/Politics/fact-checking-democratic-candidates-issues-abc-news-debate/story?id=65417684
[1] https://www.cnn.com/2017/08/30/politics/kamala-harris-bernie-sanders-single-payer-medicare/index.html
[1] https://twitter.com/KamalaHarris/status/1172960711858937857
[1] https://twitter.com/progressivepush/status/1173193804020703232
[1] https://twitter.com/people4bernie/status/1173015736597434368
[1] http://money.com/money/5262923/amazon-employee-median-salary-jeff-bezos/#targetText=On%20May%201%2C%20it%20was,the%20clincher%20%E2%80%94%20%243%2C182%20every%20second
[1] https://twitter.com/berniesanders/status/1171429815473197057

Top URLs in Tweet in G7:
[2] http://smartdissent.com
[1] https://twitter.com/scottpresler/status/1171515285263642624
[1] https://twitter.com/thehill/status/1173071195769593857
[1] https://twitter.com/nowthisnews/status/1170095076837666818
[1] https://twitter.com/LeonaMaskell/status/1171481462144552961
[1] https://finance.yahoo.com/news/58-americans-less-1-000-090000503.html
[1] https://twitter.com/breitbartnews/status/1171632622440714240
[1] https://www.youtube.com/watch?v=NyHZLQw3tLY&feature=youtu.be

[1] https://www.youtube.com/watch?v=fj7CYtDZjTU&feature=youtu.be

[1] https://twitter.com/SpeakerPelosi/status/1171463748667576320

Top URLs in Tweet in G8:
[1] https://healthcare.utah.edu/publicaffairs/news/2019/09/vaping-cells.php

Top URLs in Tweet in G9:
[1] https://www.sciencedaily.com/releases/2019/09/190910102047.htm
[1] https://www.dailykos.com/story/2019/9/10/1884664/-The-Party-Of-Death

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[34] co.uk
[24] e-physician.info
[20] forbes.com
[20] linkedin.com
[17] medium.com
[16] inquirer.com
[16] bit.ly
[16] thehill.com
[15] careerarc.com

Top Domains in Tweet in G2:
[59] twitter.com
[24] e-physician.info
[19] co.uk
[13] linkedin.com
[13] careerarc.com
[7] sky.com
[5] instagram.com
[5] thehill.com
[5] medium.com
[5] forbes.com

Top Domains in Tweet in G3:
[6] twitter.com
[2] youtube.com
[1] businessinsider.com
[1] hill.cm
[1] bit.ly
[1] costco.com
[1] aaronpettigrewfortennessee.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] realclearpolitics.com
[1] shr.lc
[1] breitbart.com

Top Domains in Tweet in G5:
[9] forbes.com
[6] fortune.com
[6] valvesolutions.co
[4] technative.io
[4] goo.gl
[3] linkedin.com
[3] weforum.org
[2] sehealthcarequalityconsulting.com
[2] cca.st
[2] careercast.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] thehill.com
[2] google.com
[1] go.com
[1] cnn.com
[1] money.com

Top Domains in Tweet in G7:
[7] twitter.com
[2] smartdissent.com
[2] youtube.com
[1] yahoo.com
[1] inquirer.com

Top Domains in Tweet in G8:
[1] utah.edu

Top Domains in Tweet in G9:
[1] sciencedaily.com
[1] dailykos.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[492] healthcare
[113] ai
[79] medicareforall
[58] health
[50] healthtech
[46] moscowmitch
[39] artificialintelligence
[27] digitalhealth
[24] bigdata
[22] machinelearning



Top Hashtags in Tweet in G2:
[112] healthcare
[19] health
[9] hospital
[8] fitness
[8] medical
[7] nursing
[7] doctor
[7] nurse
[6] pharma
[6] wellness

Top Hashtags in Tweet in G3:
[46] medicareforall
[4] healthcare
[3] sleepyjoe
[2] bernieyellsforus
[1] healthcareforall
[1] saturdaymotivation
[1] theresistance
[1] voteblue
[1] liberalhypocrisy
[1] potus

Top Hashtags in Tweet in G4:
[10] wakeupamerica
[3] rinocare
[1] shame
[1] demdebate

Top Hashtags in Tweet in G5:
[102] healthcare
[52] ai
[45] healthtech
[22] robotics
[20] artificialintelligence
[18] digitalhealth
[16] machinelearning
[13] iot
[13] futureofwork
[12] datascience

Top Hashtags in Tweet in G6:
[7] medicareforall
[2] bernie
[1] nhs
[1] healthcare
[1] americafirst
[1] illegalsfirst
[1] notmeus
[1] unionstrong
[1] bernie2020
[1] singlepayer

Top Hashtags in Tweet in G7:
[4] liberalismisamentaldisorder
[3] neverforget
[2] smartdissent
[2] illegalaliens
[2] demdebate
[2] healthcare
[2] twintowers
[2] nycstrong
[1] americanminersact
[1] democratsaredestroyingamerica

Top Hashtags in Tweet in G9:
[13] moscowmitch
[4] healthcare
[3] diabetes
[2] priorauthorization
[1] ditchmitch
[1] blue2020
[1] ditchmitch2020
[1] blue
[1] dumptrump
[1] republicangrift

Top Words
Top Words in Tweet in Entire Graph:
[5305] Words in Sentiment List#1: Positive
[5179] Words in Sentiment List#2: Negative
[191] Words in Sentiment List#3: Angry/Violent
[123940] Non-categorized Words
[134424] Total Words
[2577] healthcare
[1320] america
[1283] global
[1279] election
[1274] kids

Top Words in Tweet in G1:
[1238] america
[1238] mass
[1238] shootings
[1238] systematic
[1238] racism
[1238] kids
[1238] cages
[1238] election
[1238] hacking
[1238] global

Top Words in Tweet in G2:
[356] healthcare
[112] #healthcare
[59] health
[47] more
[37] job
[36] medical
[35] people
[33] s
[32] t
[31] jobs

Top Words in Tweet in G3:
[211] aoc
[131] t
[130] doctor
[129] depend
[129] employers
[128] ability
[128] insulin
[128] see
[128] shouldn
[128] generous

Top Words in Tweet in G4:
[340] arrested
[214] charliekirk11
[180] illegal
[171] deported
[170] insanity
[170] alien
[170] drunk
[170] driving
[170] texas
[170] previously

Top Words in Tweet in G5:
[102] #healthcare
[68] gt
[52] #ai
[45] #healthtech
[24] mikequindazzi
[22] healthcare
[22] #robotics
[20] #artificialintelligence
[18] #digitalhealth
[17] health

Top Words in Tweet in G6:
[108] berniesanders
[101] healthcare
[45] free
[36] t
[31] cost
[23] pays
[21] government
[20] doesn
[20] someone
[20] pay

Top Words in Tweet in G7:
[87] healthcare
[62] realdonaldtrump
[24] abortion
[20] s
[17] t
[16] more
[16] americans
[15] need
[15] people
[15] democrat

Top Words in Tweet in G8:
[85] fucking
[85] want
[85] pay
[84] ndeathcamp
[84] health
[84] insurance
[83] makes
[83] crazy
[83] someone
[83] ask

Top Words in Tweet in G9:
[61] s
[58] t
[56] notice
[56] republican
[56] politicians
[56] hate
[56] socialism
[56] except
[56] corporate
[56] welfare

Top Words in Tweet in G10:
[246] s
[164] body
[164] gun
[82] choice
[82] choose
[82] protect
[82] between
[82] dealer
[82] women
[81] ddwiese

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1251] kids,cages
[1248] mass,shootings
[1245] america,mass
[1245] shootings,systematic
[1245] systematic,racism
[1245] racism,kids
[1245] cages,election
[1245] election,hacking
[1245] hacking,global
[1245] global,warming

Top Word Pairs in Tweet in G1:
[1238] america,mass
[1238] mass,shootings
[1238] shootings,systematic
[1238] systematic,racism
[1238] racism,kids
[1238] kids,cages
[1238] cages,election
[1238] election,hacking
[1238] hacking,global
[1238] global,warming

Top Word Pairs in Tweet in G2:
[16] healthcare,system
[11] don,t
[11] health,care
[10] robotic,surgeons
[10] surgeons,set
[10] set,spark
[9] jobs,healthcare
[9] maxim,healthcare
[9] spark,'revolution
[9] 'revolution,healthcare'

Top Word Pairs in Tweet in G3:
[128] ability,insulin
[128] insulin,see
[128] see,doctor
[128] doctor,shouldn
[128] shouldn,t
[128] t,depend
[128] depend,generous
[128] generous,billionaire
[128] billionaire,feeling
[128] feeling,today

Top Word Pairs in Tweet in G4:
[170] insanity,illegal
[170] illegal,alien
[170] alien,arrested
[170] arrested,drunk
[170] drunk,driving
[170] driving,texas
[170] texas,previously
[170] previously,arrested
[170] arrested,deported
[169] charliekirk11,insanity

Top Word Pairs in Tweet in G5:
[45] gt,gt
[16] #robotics,#ai
[13] #ai,#healthcare
[12] #ai,building
[12] building,#healthtech
[12] #healthtech,fueling
[12] fueling,#futureofwork
[12] #futureofwork,#healthcare
[11] #healthcare,#digitalhealth
[10] #healthcare,gt

Top Word Pairs in Tweet in G6:
[20] doesn,t
[19] someone,pays
[19] pays,free
[18] va_shiva,berniesanders
[18] berniesanders,brain
[18] brain,fried
[18] fried,cost
[18] cost,doesn
[18] t,change
[18] change,moron

Top Word Pairs in Tweet in G7:
[11] realdonaldtrump,americans
[11] americans,rejecting
[11] rejecting,democrat
[11] democrat,policies
[11] policies,late
[11] late,term
[11] term,abortion
[11] abortion,even
[11] even,birth
[11] birth,abortion

Top Word Pairs in Tweet in G8:
[84] health,insurance
[83] makes,fucking
[83] fucking,crazy
[83] crazy,someone
[83] someone,want
[83] want,health
[83] insurance,ask
[83] ask,whose
[83] whose,gonna
[83] gonna,pay

Top Word Pairs in Tweet in G9:
[56] notice,republican
[56] republican,politicians
[56] politicians,hate
[56] hate,socialism
[56] socialism,except
[56] except,s
[56] s,corporate
[56] corporate,welfare
[56] welfare,military
[55] leslieowlgal,notice

Top Word Pairs in Tweet in G10:
[82] body,choice
[82] choice,choose
[82] choose,protect
[82] protect,body
[82] body,gun
[82] gun,s
[82] s,between
[82] between,gun
[82] gun,dealer
[82] dealer,s

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@aoc
@realdonaldtrump
@ilhanmn
@meghanmccain
@jfinamo
@cnn
@redtraccoon
@davidjharrisjr
@sfergs_

Top Replied-To in G1:
@jyagantz

Top Replied-To in G3:
@aoc
@dave_wembley
@hcpeterson
@jeffstoneberger
@kate_h_taylor
@valereelalami
@hypothetical6
@carrieksada
@danrather
@motherjones

Top Replied-To in G4:
@charliekirk11
@hwoodsheepdog
@ida_skibenes
@joanne1225
@starlightwayz1

Top Replied-To in G5:
@ronanfarrow
@senatorcollins
@tv_hiec_chair

Top Replied-To in G6:
@berniesanders
@evo4g63t
@candidates4prog
@boxybate
@geminiwahhaj
@thegamingvillas
@handsyjoseph
@reviewrevolt
@sara09643488
@starstrickensf

Top Replied-To in G7:
@realdonaldtrump
@meghanmccain
@gavinnewsom
@sidneymorgan3
@senschumer
@speakerpelosi
@chrisjzullo
@gop
@lipa67
@genebsperling

Top Replied-To in G8:
@chrissturr
@ndeathcamp

Top Mentioned
Top Mentioned in Entire Graph:
@mikepouzie
@charliekirk11
@aoc
@ndeathcamp
@ddwiese
@berniesanders
@thegoodgodabove
@leslieowlgal
@aimim_national
@realdonaldtrump

Top Mentioned in G1:
@mikepouzie
@dominickevans
@clintonhappy1
@jyagantz

Top Mentioned in G2:
@rttcraig
@easylivingfl
@biz_healthcare
@therobertwarren
@voiceofnigeria
@tlangley99
@vanihcs
@myconqured
@bbntimes_en
@cannaspecialist

Top Mentioned in G3:
@aoc
@hcpeterson
@kate_h_taylor
@gunnelswarren
@robertbryan4
@jvgraz
@thehill
@andrewperezdc
@gary_patoka
@youtube

Top Mentioned in G4:
@charliekirk11
@baalter
@cutescarley
@ida_skibenes
@belcherjody1
@lamaralexander
@ronpaul
@liz_wheeler
@rockonohio
@realdonaldtrump

Top Mentioned in G5:
@mikequindazzi
@evankirstel
@ronald_vanloon
@hconf2019
@etorrente
@dkvseguros
@daniel_kraft
@wef
@johnnosta
@antgrasso

Top Mentioned in G6:
@berniesanders
@va_shiva
@realsaavedra
@albertlee2020
@louishenwood
@anniegrayercnn
@noreallyhowcome
@jeffbezos
@kburton40
@politics_nut

Top Mentioned in G7:
@realdonaldtrump
@jkcorden
@gop
@laylaalisha11
@redwinggrips
@gavinnewsom
@sen_joemanchin
@speakerpelosi
@meghanmccain
@senkamalaharris

Top Mentioned in G8:
@ndeathcamp
@elitistjerkface

Top Mentioned in G9:
@leslieowlgal
@rxjef77
@psychdr100
@drkristieleong
@patientaction

Top Mentioned in G10:
@ddwiese
@charliekirk11

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@arkangelscrap
@dichristine
@pairsonnalitesa
@medicinehelp
@immoralreport
@mackaysuzie
@vacaturewerk
@alicmurray
@56perumal

Top Tweeters in G1:
@ant1988
@alexm237
@littlewondersxx
@ethansdreamland
@luvthegrands
@somuchtodo2
@beezy4beezy
@kelly_gasai
@adi___jay
@bestiavdisatana

Top Tweeters in G2:
@pairsonnalitesa
@medicinehelp
@vacaturewerk
@watsupafrica
@globalissuesweb
@davidjones720
@billm9
@latikia
@newsfromspi
@ilan_is

Top Tweeters in G3:
@thehill
@choracuica
@carrieksada
@screaminkid
@motherjones
@gaylaannette
@rosaselvagem93
@knowyourobama
@dgpurser
@stevepphill

Top Tweeters in G4:
@rhiles2760
@baalter
@diannesteiner
@susancturlingt1
@vfl2013
@oliviaand24
@nanaziegler
@ckensingtn
@cutescarley
@rockonohio

Top Tweeters in G5:
@arkangelscrap
@evankirstel
@kotaknaren
@nytimes
@akwyz
@gvalan
@jannyzeeland
@grattonboy
@caring_mobile
@grattongirl

Top Tweeters in G6:
@senseof_outrage
@sher308
@genxgina
@senor_sick
@susank21
@of_the_people7
@noreallyhowcome
@hec4x4
@4katzbeth
@robbielynn53

Top Tweeters in G7:
@immoralreport
@all100senators
@laylaalisha11
@foxbusiness
@jhaleyj56
@phyddledd
@bsmithmd3631
@yashar
@smartdissent
@shesnottrump

Top Tweeters in G8:
@zeenell
@nafedude
@embracethecoda
@exfkaty
@realbadbadger
@mamma_earth
@gospelofihm
@chrissturr
@boyinterruptedd
@taoresias

Top Tweeters in G9:
@gumboqueen3030
@arembooks
@willsmirk4food
@wcaddict
@suemarietta
@robert_hove
@calatayud7
@48gailschwerdt
@4evrstardancer
@frackhazreveal

Top Tweeters in G10:
@jhjulian1956
@nancycba1
@joannetarpon07
@jabs611
@buzz_commander
@lwilsondarlene
@kickinbrass1
@ncmanoukian
@pjsullivan442
@bethellmarilyn


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