healthcare, Twitter, 6/24/2019 11:24:23 PM, 200918


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healthcare_2019-06-24_08-31-51.xlsx
healthcare_2019-06-24_08-31-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2019
Short Description:
healthcare via NodeXL http://bit.ly/2Fv8bQu
@realdonaldtrump
@huffmanfornc
@haroldj90548465
@tv_hiec_chair
@otterdogs26
@cnn
@charliekirk11
@dbongino
@ryanafournier
@emrazz

Top hashtags:
#healthcare
#ai
#health
#healthtech
#innovation
#hospitaljobs
#iot
#nhs

Description:
Description
The graph represents a network of 6,790 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 Monday, 24 June 2019 at 15:34 UTC.

The requested start date was Monday, 24 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 2-day, 1-hour, 18-minute period from Friday, 21 June 2019 at 10:34 UTC to Sunday, 23 June 2019 at 11:53 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 : 6790
Unique Edges : 7307
Edges With Duplicates : 573
Total Edges : 7880
Number of Edge Types : 3
Replies to : 563
Mentions : 6173
Tweet : 1144
Self-Loops : 1144
Reciprocated Vertex Pair Ratio : 0.00952088452088452
Reciprocated Edge Ratio : 0.0188621843626407
Connected Components : 1312
Single-Vertex Connected Components : 472
Maximum Vertices in a Connected Component : 2958
Maximum Edges in a Connected Component : 3733
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.353023
Graph Density : 0.0001426113584502
Modularity : 0.862412
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://timesofindia.indiatimes.com/blogs/The-underage-optimist/dont-make-doctors-the-fall-guy-for-indias-poor-healthcare/
[16] https://www.independent.co.uk/news/world/americas/healthcare-free-us-insurance-trump-obamacare-medicare-dentist-ram-stan-brock-a8623091.html
[12] https://www.independent.co.uk/news/world/americas/us-politics/donald-trump-obamacare-men-mike-pence-picture-no-women-freedom-caucus-repeal-healthcare-bill-a7647426.html
[12] https://thehill.com/policy/healthcare/449524-white-house-plan-to-ban-federally-funded-clinics-from-giving-abortion
[11] https://www.thegatewaypundit.com/2019/06/watch-crazy-bernie-sanders-demands-that-illegal-aliens-receive-free-healthcare/
[8] https://trib.al/lDix1bg
[7] https://www.weforum.org/agenda/2019/05/this-south-korean-company-has-built-a-5g-search-and-rescue-airship?utm_source=Facebook
[7] Videos&utm_medium=Facebook
[7] Videos&utm_campaign=Facebook
[7] Video

Top URLs in Tweet in G1:
[7] https://www.independent.co.uk/news/world/americas/us-politics/donald-trump-obamacare-men-mike-pence-picture-no-women-freedom-caucus-repeal-healthcare-bill-a7647426.html
[4] https://timesofindia.indiatimes.com/blogs/The-underage-optimist/dont-make-doctors-the-fall-guy-for-indias-poor-healthcare/
[3] https://loveforhispeople.blogspot.com/2019/06/im-ob-gyn-9-out-of-10-of-us-wont-do.html
[3] https://www.washingtonpost.com/national/the-clinic-of-last-resort/2019/06/22/2833c8a0-92cc-11e9-aadb-74e6b2b46f6a_story.html
[2] Dive
[2] https://www.instagram.com/p/By9HLrennDh/?igshid=ffhiskgt27ih
[2] https://www.timesnownews.com/mirror-now/civic-issues/article/primary-health-centre-in-bihar-being-used-as-cow-shelter-even-as-encephalitis-claims-lives-of-172-children/440814
[2] https://lupine-publishers-research.blogspot.com/2019/06/healthcare-journals-lupine-publishers.html?spref=tw
[2] https://www.baltimoresun.com/opinion/op-ed/bs-ed-op-0620-fentanyl-mexico-20190618-story.html
[2] https://declara.com/collection/null/post/2a7b593c-90df-4535-9b6c-065bd2becd6c

Top URLs in Tweet in G2:
[1] https://www.westernjournal.com/ct/illegal-convicted-rape-ordered-leave-us-3-days-later-paid-gut-wrenching-visit-victim/
[1] https://twitter.com/ericswalwell/status/1140033787549691907
[1] https://twitter.com/jdflynn/status/1142120841208987650
[1] https://twitter.com/kamalaharris/status/1142488946015920135
[1] https://trib.al/qSmvbWq

Top URLs in Tweet in G3:
[1] https://www.nelp.org/publication/temping-federal-government/

Top URLs in Tweet in G4:
[2] https://wapo.st/31R2Axi
[1] https://hannity.com/media-room/bernies-big-plan-sanders-says-his-healthcare-proposal-will-absolutely-cover-all-illegal-immigrants/
[1] https://twitter.com/DearAuntCrabby/status/1052899548786565120
[1] https://twitter.com/SpeakerPelosi/status/1142520838241083395
[1] https://twitter.com/GovMLG/status/1141804253368877056
[1] http://angry.net/blog2/?p=28904
[1] https://twitter.com/kamalaharris/status/1141839142470520833
[1] https://thehill.com/policy/healthcare/449584-democrat-trump-nominee-have-fiery-exchange-over-abortion-rights-for-rape
[1] https://www.cnbc.com/2019/06/20/new-cvs-lawsuit-to-block-exec-from-working-for-amazon-reveals-concern.html

Top URLs in Tweet in G5:
[1] https://twitter.com/realdonaldtrump/status/1142476293331738624

Top URLs in Tweet in G6:
[1] https://www.healthcare.gov/marketplace-in-your-state/

Top URLs in Tweet in G7:
[1] https://twitter.com/Marianne_Mandoe/status/1141636643293736960
[1] https://twitter.com/erinwilburn3/status/1141876200760942592

Top URLs in Tweet in G8:
[1] https://www.cnn.com/2019/06/22/politics/ice-raids-sunday-10-cities-donald-trump-defends-arrests/index.html

Top URLs in Tweet in G9:
[1] https://twitter.com/berniesanders/status/1141732807686926336
[1] https://www.washingtonexaminer.com/opinion/uk-judge-forcing-mentally-disabled-mother-to-have-abortion-against-her-will
[1] https://twitter.com/berniesanders/status/1141807429543497728
[1] https://twitter.com/Feisty_FL/status/1142030947556188160
[1] https://www.washingtonexaminer.com/policy/healthcare/appeals-court-clears-way-for-trump-administration-rule-targeting-planned-parenthood

Top URLs in Tweet in G10:
[5] https://www.linkedin.com/pulse/three-practical-ways-think-ai-healthcare-ken-azzawe
[3] https://www.weforum.org/agenda/2019/05/this-south-korean-company-has-built-a-5g-search-and-rescue-airship?utm_source=Facebook
[3] Videos&utm_medium=Facebook
[3] Videos&utm_campaign=Facebook
[3] Video
[3] Blogs
[3] https://twitter.com/EricTopol/status/1142476083620507648
[2] https://www.slideshare.net/venturescanner/health-technology-q1-2019-report-highlights
[2] https://www.i-scoop.eu/internet-of-things-guide/internet-things-healthcare/
[2] https://www.forbes.com/sites/softserve/2019/06/20/ai-in-healthcare-fact-or-fiction/#401f63ff42e5

Top Domains
Top Domains in Tweet in Entire Graph:
[228] twitter.com
[64] co.uk
[43] thehill.com
[27] indiatimes.com
[21] bit.ly
[20] lnkd.in
[18] linkedin.com
[18] actblue.com
[18] drfeelgood.us
[17] medium.com

Top Domains in Tweet in G1:
[50] twitter.com
[18] drfeelgood.us
[14] co.uk
[12] curiouscat.me
[8] lnkd.in
[7] thehill.com
[6] forbes.com
[6] blogspot.com
[6] careerarc.com
[5] instagram.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] westernjournal.com
[1] trib.al

Top Domains in Tweet in G3:
[1] nelp.org

Top Domains in Tweet in G4:
[4] twitter.com
[2] wapo.st
[1] hannity.com
[1] angry.net
[1] thehill.com
[1] cnbc.com

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

Top Domains in Tweet in G6:
[1] healthcare.gov

Top Domains in Tweet in G7:
[2] twitter.com

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] washingtonexaminer.com

Top Domains in Tweet in G10:
[7] twitter.com
[5] linkedin.com
[4] weforum.org
[2] slideshare.net
[2] youtube.com
[2] tripwire.com
[2] lnkd.in
[2] i-scoop.eu
[2] forbes.com
[2] telushealth.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[603] healthcare
[86] ai
[60] health
[42] healthtech
[42] innovation
[38] hospitaljobs
[35] iot
[30] nhs
[30] technology
[25] education



Top Hashtags in Tweet in G1:
[171] healthcare
[36] hospitaljobs
[27] health
[18] medicaljobs
[17] medical
[9] jobs
[6] hospitals
[6] blockchain
[6] nurse
[6] insurance

Top Hashtags in Tweet in G2:
[2] fixit

Top Hashtags in Tweet in G3:
[18] va
[17] veterans
[2] nc08
[1] trustscience

Top Hashtags in Tweet in G4:
[3] healthcare
[2] americanminersact
[2] illegalimmigration
[2] kalifornistan
[2] epicfail
[1] bernie2020
[1] notmeus
[1] nomiddleground
[1] medicare4all
[1] juneteenth2019

Top Hashtags in Tweet in G5:
[2] gofundme
[1] healthcareisaright

Top Hashtags in Tweet in G7:
[2] pride

Top Hashtags in Tweet in G8:
[1] veterans
[1] va

Top Hashtags in Tweet in G9:
[6] breaking
[6] trump
[6] family
[1] wakeupamerica
[1] runawayfromsocialism
[1] plannedparenthood
[1] healthcare
[1] abortion
[1] law
[1] faith

Top Hashtags in Tweet in G10:
[53] healthcare
[33] ai
[29] healthtech
[17] iot
[16] innovation
[16] technology
[11] artificialintelligence
[10] medtech
[9] intheknow
[8] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[5037] Words in Sentiment List#1: Positive
[4623] Words in Sentiment List#2: Negative
[55] Words in Sentiment List#3: Angry/Violent
[136096] Non-categorized Words
[145756] Total Words
[3119] healthcare
[980] s
[680] 4
[603] #healthcare
[544] yr

Top Words in Tweet in G1:
[356] healthcare
[171] #healthcare
[77] health
[58] care
[47] s
[47] more
[42] job
[36] free
[36] #hospitaljobs
[35] new

Top Words in Tweet in G2:
[257] healthcare
[251] s
[201] free
[194] ryanafournier
[192] receive
[191] illegal
[190] national
[190] embarrassment
[190] group
[190] immigrants

Top Words in Tweet in G3:
[506] 4
[506] yr
[270] huffmanfornc
[256] s
[254] medical
[254] license
[253] doctor
[253] u
[253] undergraduate
[253] degree

Top Words in Tweet in G4:
[167] realdonaldtrump
[115] better
[112] h
[111] put
[110] president
[109] use
[108] money
[107] defunded
[107] planned
[107] parenthood

Top Words in Tweet in G5:
[200] know
[200] great
[200] bunch
[200] stars
[200] scheduled
[200] live
[200] aid
[200] type
[200] concert
[200] fourth

Top Words in Tweet in G6:
[190] charliekirk11
[114] healthcare
[106] illegal
[99] aliens
[96] border
[93] bernie
[93] sanders
[93] plan
[93] give
[93] coverage

Top Words in Tweet in G7:
[187] healthcare
[186] emrazz
[182] children
[182] custody
[182] hundreds
[182] mass
[182] shootings
[182] thousands
[182] without
[182] robot

Top Words in Tweet in G8:
[178] t
[173] fucking
[173] pro
[173] life
[173] want
[173] people
[172] don
[172] talk
[172] being
[172] kids

Top Words in Tweet in G9:
[103] healthcare
[82] dbongino
[68] s
[65] costs
[65] free
[63] now
[62] wait
[61] think
[61] see
[60] expensive

Top Words in Tweet in G10:
[53] #healthcare
[33] #ai
[29] #healthtech
[27] gt
[26] healthcare
[17] #iot
[16] #innovation
[16] #technology
[13] medical
[12] paula_piccard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[540] 4,yr
[296] u,s
[295] free,healthcare
[272] medical,school
[272] 7,years
[270] doctor,u
[270] s,4
[270] yr,undergraduate
[270] undergraduate,degree
[270] degree,4

Top Word Pairs in Tweet in G1:
[18] #hospitaljobs,#medicaljobs
[18] #medicaljobs,apply
[18] apply,now
[17] #healthcare,#hospitaljobs
[14] health,care
[13] healthcare,professionals
[13] healthcare,system
[12] change,3
[12] 3,things
[12] things,country

Top Word Pairs in Tweet in G2:
[195] free,healthcare
[190] s,national
[190] national,embarrassment
[190] embarrassment,group
[190] group,illegal
[190] illegal,immigrants
[190] immigrants,cross
[190] cross,border
[190] border,receive
[190] receive,free

Top Word Pairs in Tweet in G3:
[506] 4,yr
[253] doctor,u
[253] u,s
[253] s,4
[253] yr,undergraduate
[253] undergraduate,degree
[253] degree,4
[253] yr,medical
[253] medical,school
[253] school,3

Top Word Pairs in Tweet in G4:
[107] president,realdonaldtrump
[107] realdonaldtrump,defunded
[107] defunded,planned
[107] planned,parenthood
[107] parenthood,60
[107] 60,million
[107] million,taxpayers
[107] taxpayers,money
[107] money,put
[107] put,better

Top Word Pairs in Tweet in G5:
[200] know,great
[200] great,bunch
[200] bunch,stars
[200] stars,scheduled
[200] scheduled,live
[200] live,aid
[200] aid,type
[200] type,concert
[200] concert,fourth
[200] fourth,july

Top Word Pairs in Tweet in G6:
[99] illegal,aliens
[93] bernie,sanders
[93] sanders,healthcare
[93] healthcare,plan
[93] plan,give
[93] give,coverage
[93] coverage,11
[93] 11,22
[93] 22,million
[93] million,illegal

Top Word Pairs in Tweet in G7:
[182] children,custody
[182] custody,hundreds
[182] hundreds,mass
[182] mass,shootings
[182] shootings,thousands
[182] thousands,without
[182] without,healthcare
[182] healthcare,robot
[182] robot,plane
[181] emrazz,children

Top Word Pairs in Tweet in G8:
[173] want,people
[172] don,t
[172] t,fucking
[172] fucking,talk
[172] talk,being
[172] being,pro
[172] pro,life
[172] life,kids
[172] kids,borders
[172] borders,want

Top Word Pairs in Tweet in G9:
[60] think,healthcare
[60] healthcare,expensive
[60] expensive,now
[60] now,wait
[60] wait,until
[60] until,see
[60] see,costs
[60] costs,s
[60] s,free
[60] free,p

Top Word Pairs in Tweet in G10:
[18] gt,gt
[11] #healthcare,#innovation
[10] #healthtech,#healthcare
[9] medical,#technology
[9] #technology,helps
[9] helps,nurses
[9] nurses,insert
[9] insert,iv
[9] iv,first
[9] first,try

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gop
@scottwalker
@drleanawen
@ewarren
@govmlg
@maggiekeresteci
@aoc
@speakerpelosi
@sekusa1

Top Replied-To in G2:
@shaun_frank
@ryanafournier
@lilagracerose

Top Replied-To in G3:
@huffmanfornc

Top Replied-To in G4:
@realdonaldtrump
@kamalaharris
@seanhannity
@ingrahamangle
@laceeroses
@khole2012wa
@airguard_guy
@braylennapier
@hisladydiana
@jdj929

Top Replied-To in G5:
@aslavitt

Top Replied-To in G6:
@charliekirk11
@hokiesftw
@solmemes1
@melaniealthaus

Top Replied-To in G7:
@electroboyusa

Top Replied-To in G8:
@thetnholler

Top Replied-To in G9:
@dbongino
@hock_35
@serremmy
@markyoungtruth

Top Replied-To in G10:
@tpgoebel

Top Mentioned
Top Mentioned in Entire Graph:
@huffmanfornc
@ryanafournier
@howarda_esq
@charliekirk11
@emrazz
@dylanmsmitty
@realdonaldtrump
@goss30goss
@kayajones
@nehr_who

Top Mentioned in G1:
@tarakrindani
@dchou1107
@andrewmibrahim
@sahloul
@healthcarebio
@topbeautywoman1
@lokmarg
@queeringpsych
@rainesford
@auhsoj98485043

Top Mentioned in G2:
@ryanafournier
@andrewpollackfl
@lilagracerose
@parisdennard
@dcexaminer
@charliekirk11
@libertylife1776
@shaun_frank
@franwel73203760
@liz_wheeler

Top Mentioned in G3:
@huffmanfornc
@rteefact

Top Mentioned in G4:
@realdonaldtrump
@kayajones
@seanhannity
@ravena68
@sen_joemanchin
@ingrahamangle
@realaaronleuer
@loudobbs
@tuckercarlson
@dearauntcrabby

Top Mentioned in G5:
@howarda_esq
@repjeffries
@huffmanfornc
@pamelarozahayes
@dylanmsmitty
@mmcville
@aslavitt

Top Mentioned in G6:
@charliekirk11
@ryanafournier
@usaf_vet
@tefo964
@conservativejj1
@tommytas59
@solmemes1
@refinedmess
@potus44

Top Mentioned in G7:
@emrazz
@huffmanfornc
@repjeffries
@drdgrossman
@devincow

Top Mentioned in G8:
@dylanmsmitty
@grassrootsspeak
@huffmanfornc
@votegloriaj
@thetnholler
@howarda_esq

Top Mentioned in G9:
@dbongino
@markyoungtruth
@kevincorke
@charliekirk11
@ryanafournier
@srj7
@p4sp
@agbar42
@searod3
@raducom

Top Mentioned in G10:
@paula_piccard
@evankirstel
@mikequindazzi
@imperialcollege
@ronald_vanloon
@bmetrock
@e
@roguerad
@enricomolinari
@iqvia_global

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@consumerfeed
@sleekmoneycom
@eworkde
@immoralreport
@isthisab0t
@asamoh_
@evankirstel
@phillip92321
@tradnews_

Top Tweeters in G1:
@occuworld
@sleekmoneycom
@eworkde
@stocknewstimes
@fn_news_en
@gstuedler
@postjobfree
@superunconsc
@transcriptdaily
@infopronetwork

Top Tweeters in G2:
@dcexaminer
@seaadams2
@__sassafras_
@ftman21
@tatreeves63
@addie327
@goykhmanalla
@shellylbell
@rickmcsmith
@avantehandsfree

Top Tweeters in G3:
@begiiigiles
@geostompx
@reneevoicebrand
@ciocia
@greenbiotechie
@tmmckinney777
@mikelking
@heroesofmine
@smc752
@lorrainejdion

Top Tweeters in G4:
@asamoh_
@lindasuhler
@rt_com
@lrihendry
@texastweetybird
@hisladydiana
@usatoday
@thumppooh
@mailonline
@all100senators

Top Tweeters in G5:
@leslielee327
@brooksdslbrooks
@abramson1234
@hoosier47906
@booker25
@katylied67
@ladyinlksd
@angel_leigh
@s_2_th_honda
@gailhorn

Top Tweeters in G6:
@crzymom110
@mrastm
@landilamb
@gpnavonod
@eri_mk66
@langanmary
@pewdrdad
@barbya1
@crosbyjenet
@shanep1

Top Tweeters in G7:
@lovinurvibe
@mattison
@nitenitemelissa
@tryinntryin
@thewallstbull
@blk_dahlia2
@gailwmcdonald
@henslerkate
@betheastwood
@lplzydeco

Top Tweeters in G8:
@patty_hawthorne
@nycknp
@robcalfee
@jacksrule1
@remusjlupin2017
@cargillclerk
@julielkenward
@votegloriaj
@speak4tomorrow
@7leaguebootdisk

Top Tweeters in G9:
@bobbyduley53
@gopclammer
@dianne1h
@robertrlocklea5
@patti_sc60
@sueieque52
@loricerisano
@ohioyallers
@raducom
@lackunderstand1

Top Tweeters in G10:
@evankirstel
@mashable
@gvalan
@theiot
@nathealings
@spirosmargaris
@lovegoldenheart
@ipfconline1
@jblefevre60
@sminaev2015


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