healthcare, Twitter, 3/21/2022 5:53:27 AM, 273363


FAQ | Problem?

healthcare_2022-03-20_21-52-52.xlsx
healthcare_2022-03-20_21-52-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2022
Short Description:
healthcare via NodeXL https://bit.ly/36xOBDI
@potus
@nhsengland
@justgina54
@lacunalingua_3
@telehealthbot
@danielgoyal
@mimi1pokerdiva
@dgurdasani1
@joeywreck
@trishgreenhalgh

Top hashtags:
#healthcare
#tigraygenocide
#warontigray
#health
#ai
#covid19
#who_quitindia

Description:
Description
The graph represents a network of 9,715 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, 21 March 2022 at 05:03 UTC.

The requested start date was Monday, 21 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 35-minute period from Thursday, 17 March 2022 at 10:33 UTC to Sunday, 20 March 2022 at 11:09 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 : 9715
Unique Edges : 5680
Edges With Duplicates : 11437
Total Edges : 17117
Number of Edge Types : 5
Retweet : 5174
MentionsInRetweet : 6400
Tweet : 2026
Mentions : 2702
Replies to : 815
Self-Loops : 2066
Reciprocated Vertex Pair Ratio : 0.0130528586839266
Reciprocated Edge Ratio : 0.0257693536364604
Connected Components : 2302
Single-Vertex Connected Components : 849
Maximum Vertices in a Connected Component : 2257
Maximum Edges in a Connected Component : 5757
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 10.258323
Graph Density : 9.95109646968667E-05
Modularity : 0.582617
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,715 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, 21 March 2022 at 05:03 UTC.

The requested start date was Monday, 21 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 35-minute period from Thursday, 17 March 2022 at 10:33 UTC to Sunday, 20 March 2022 at 11:09 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 : healthcare
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://www.straitstimes.com/asia/east-asia/china-eases-covid-19-rules-as-healthcare-system-is-under-strain-from-surge-in-cases?utm_source=twitter&utm_medium=social-organic&utm_keyword=dlvr.it
[2] https://www.annahar.com/arabic/article/1162297-%D9%85%D8%B1%D8%B6%D9%89-%D8%A7%D9%84%D8%B3%D9%83%D8%B1%D9%8A-%D9%88%D9%83%D9%88%D8%B1%D9%88%D9%86%D8%A7-%D9%84%D9%85%D8%A7%D8%B0%D8%A7-%D9%8A%D8%AC%D8%A8-%D8%A7%D9%84%D8%AA%D8%B9%D8%A7%D9%85%D9%84-%D9%85%D8%B9%D9%87-%D8%A8%D8%B7%D8%B1%D9%8A%D9%82%D8%A9-%D8%AD%D8%B0%D8%B1%D8%A9
[2] https://app.work4labs.com/w4d/job-redirect/617456655013478/165015078?data=slashref___job_distributor_id%2F93553%2Fuid%2F10157732706852633%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2F873c9e170599c97585117a339add0370a9a69fd7&no_card=1&ref=distributor_share
[2] https://app.work4labs.com/w4d/job-redirect/617456655013478/162047188?data=slashref___job_distributor_id%2F93553%2Fuid%2F10157732706852633%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2F0ccc85e184d2525903c0a8d19f107a2fe53dc16c&no_card=1&ref=distributor_share
[2] https://www.smartsurvey.co.uk/s/YourCareYourWay/?utm_source=202109+Healthwatch+staff+and+volunteer+NEW&utm_campaign=36a3b08344-SPEAKUP2020_CAMPAIGN_2020_01_09_03_52_COPY_01&utm_medium=email&utm_term=0_5b94368307-36a3b08344-&mc_cid=36a3b08344&mc_eid=UNIQID&utm_source=202109+Healthwatch+staff+and+volunteer+NEW&utm_campaign=76193bf32e-EMAIL_CAMPAIGN_1_24_2022_10_55_COPY_02&utm_medium=email&utm_term=0_5b94368307-76193bf32e-&mc_cid=76193bf32e&mc_eid=UNIQID
[2] https://www.thenews.com.pk/print/941270-healthcare-devolution
[2] https://thejournalofmhealth.com/whats-next-for-remote-healthcare/
[2] https://pubmed.ncbi.nlm.nih.gov/35285287/?utm_source=curl&utm_medium=rss&utm_campaign=None&utm_content=1HU7eBGY7ASDd2QQHpfWN8n3yzfgZzAAjpAYExAIx3oWad59O_&fc=None&ff=20220317050845&v=2.17.6
[2] https://www.tandfonline.com/doi/full/10.1080/09540091.2021.1977243?cookieSet=1
[2] https://thehill.com/policy/healthcare/598557-irish-pm-tests-positive-for-covid-19-ahead-of-planned-biden-meeting

Top URLs in Tweet in G1:
[2] https://thehill.com/policy/healthcare/598557-irish-pm-tests-positive-for-covid-19-ahead-of-planned-biden-meeting
[1] http://S.Africa
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/us-eu-india-s-africa-reach-tentative-pact-covid-vaccine-ip-waiver-sources-2022-03-15/
[1] https://twitter.com/PriscillaLynch/status/1504118914984431624
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=09905127-a5e3-11ec-8585-54756f654757&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMy0xNS9idWRnZXQtYnVzdGluZy10cmF2ZWwtbnVyc2VzLXRvLXJhY2staG9zcGl0YWxzLWV2ZW4tYWZ0ZXItY292aWQ=
[1] https://p.feedblitz.com/r3.asp?l=184675878&f=1125178&u=135627493&c=8260146
[1] https://twitter.com/ilanarosman/status/1504098803309293569
[1] https://www.mariecurie.org.uk/globalassets/media/documents/policy/f419-no-time-to-wait-report-v10-small-file-website.pdf
[1] https://linkewire.com/2022/03/17/pediatric-healthcare-market/
[1] https://twitter.com/nytimes/status/1503141369908445187

Top URLs in Tweet in G2:
[1] https://buff.ly/37BP3kO
[1] https://www.doctorswithoutborders.org/what-we-do/news-stories/news/widespread-destruction-health-facilities-ethiopias-tigray-region
[1] https://www.devex.com/news/tigray-the-deliberate-destruction-of-a-health-system-102252
[1] https://www.forbes.com/sites/unicefusa/2021/12/27/as-ethiopia-conflict-rages-on-children-are-paying-the-highest-price-unicef-is-there/
[1] https://www.thenewhumanitarian.org/opinion/2021/12/8/how-international-bodies-can-help-prevent-more-Ethiopia-massacres

Top URLs in Tweet in G6:
[1] https://news.google.com/articles/CBMiiwFodHRwczovL21lZGl1bS5jb20vQHByb2Zlc3NvcnNoYWZpYWhtZWQvaG93LWhlYWx0aGNhcmUtaGFzLWJlZW4tdHJhbnNmb3JtZWQtcG9zdC1jb3ZpZC1ieS10ZWNobm9sb2d5LWQ1YjAyYzA1MTM4ZD9zb3VyY2U9cnNzLS0tLS0tZGlnaXRhbC010gEA?hl=en-US&gl=US&ceid=US%3Aen
[1] https://www.ft.com/content/3e57ad6c-493d-4874-a663-0cb200d3cdb5

Top Domains
Top Domains in Tweet in Entire Graph:
[260] twitter.com
[109] reuters.com
[103] co.uk
[50] careerarc.com
[49] nhs.uk
[48] thehill.com
[43] youtube.com
[33] trib.al
[32] blogspot.com
[31] bit.ly

Top Domains in Tweet in G1:
[76] twitter.com
[45] careerarc.com
[35] co.uk
[24] blogspot.com
[20] reuters.com
[18] nhs.uk
[13] thehill.com
[10] linkedin.com
[10] stck.pro
[9] org.uk

Top Domains in Tweet in G2:
[8] twitter.com
[3] counterview.net
[3] reuters.com
[2] thenewhumanitarian.org
[2] irishtimes.com
[1] facebook.com
[1] indiatimes.com
[1] bmj.com
[1] healthcare-in-europe.com
[1] pandata.org

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

Top Domains in Tweet in G4:
[4] bmj.com
[2] twitter.com
[1] theguardian.com

Top Domains in Tweet in G6:
[24] webmedy.com
[11] youtube.com
[5] venturebeat.com
[5] cnbctv18.com
[5] careerarc.com
[5] elsevierhealth.com
[5] digitalsalutem.com
[4] infographicsite.com
[4] giant.health
[3] oodles.io

Top Domains in Tweet in G7:
[2] benefits.new
[1] thehill.com

Top Domains in Tweet in G10:
[12] nhs.uk
[2] twitter.com
[2] orlo.uk
[2] youtube.com
[2] ac.uk
[1] nhsemployers.org
[1] facebook.com
[1] bit.ly
[1] org.uk
[1] propel-yh.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[682] healthcare
[125] tigraygenocide
[123] warontigray
[95] health
[80] ai
[72] covid19
[66] who_quitindia
[65] stopthetreaty
[59] digitalhealth
[52] healthtech



Top Hashtags in Tweet in G1:
[220] healthcare
[37] health
[16] healthinsurance
[15] medical
[12] hospital
[12] medtech
[12] blog
[10] covid19
[10] healthy
[9] nurses

Top Hashtags in Tweet in G2:
[124] tigraygenocide
[123] warontigray
[66] who_quitindia
[65] stopthetreaty
[19] pandemictreaty
[10] ethiopia
[8] boycott_pandemictreaty
[8] disbandwho
[7] indiaissovereign
[6] endtigraysiege

Top Hashtags in Tweet in G3:
[1] savotes

Top Hashtags in Tweet in G4:
[4] vaccinesplus
[2] covid
[1] nhsthankthelords
[1] scrapnhsbill

Top Hashtags in Tweet in G5:
[2] forcethevote
[1] medicareforall

Top Hashtags in Tweet in G6:
[99] healthcare
[45] ai
[45] digitalhealth
[35] healthtech
[30] healthcareit
[29] ehr
[29] emr
[22] innovation
[17] himss22
[15] medtwitter

Top Hashtags in Tweet in G7:
[1] medicareforall
[1] votebluein2022

Top Hashtags in Tweet in G10:
[39] hcsweek2022
[12] healthcare
[8] nhs
[8] healthcarescienceweek2022
[7] healthcarescience
[7] britishscienceweek
[5] introduction
[5] revision
[5] genomics
[5] analysis

Top Words
Top Words in Tweet in Entire Graph:
[6047] healthcare
[878] hospitals
[833] very
[775] shortage
[771] supplies
[770] water
[770] short
[767] covid
[764] fuel
[763] entire

Top Words in Tweet in G1:
[734] healthcare
[220] #healthcare
[116] more
[102] health
[85] care
[58] covid
[52] medical
[50] people
[46] services
[44] patients

Top Words in Tweet in G2:
[791] healthcare
[751] supplies
[749] hospitals
[747] water
[747] entire
[747] shortage
[746] very
[746] short
[746] region
[746] affected

Top Words in Tweet in G3:
[292] healthcare
[232] australia
[232] speech
[225] system
[223] melaniedoak
[223] greg
[223] hunt
[223] free
[222] calls
[222] dismantling

Top Words in Tweet in G4:
[235] healthcare
[202] danielgoyal
[194] covid
[188] cases
[185] reminder
[185] johnson
[185] plan
[185] manage
[185] current
[185] surge

Top Words in Tweet in G5:
[237] healthcare
[207] covid
[205] money
[201] screaming
[201] stimmys
[201] rent
[201] control
[201] relief
[201] nothing
[201] both

Top Words in Tweet in G6:
[99] #healthcare
[83] healthcare
[47] more
[45] #ai
[45] #digitalhealth
[39] health
[35] #healthtech
[34] link
[33] read
[30] #healthcareit

Top Words in Tweet in G7:
[153] insurance
[150] darrigomelanie
[147] health
[146] 2021
[146] top
[146] companies
[146] spent
[146] 28m
[146] lobbying
[146] received

Top Words in Tweet in G8:
[127] jasonhickel
[122] gdp
[121] market
[73] healthcare
[71] housing
[69] first
[68] capital
[68] seeks
[68] privatize
[68] enclose

Top Words in Tweet in G9:
[99] healthcare
[92] b52malmet
[91] pro
[91] tip
[91] another
[91] surge
[91] coming
[91] few
[91] weeks
[91] stay

Top Words in Tweet in G10:
[75] healthcare
[63] science
[39] #hcsweek2022
[29] week
[21] scientists
[15] roles
[15] nuthpathology
[14] more
[13] end
[13] working

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[746] hospitals,very
[746] very,short
[746] short,supplies
[746] supplies,water
[746] water,entire
[746] entire,region
[746] region,affected
[746] affected,fuel
[746] fuel,shortage
[745] shortage,healthcare

Top Word Pairs in Tweet in G1:
[30] healthcare,workers
[27] covid,19
[24] healthcare,system
[21] healthcare,professionals
[17] healthcare,providers
[14] healthcare,services
[13] #health,#healthcare
[13] learn,more
[13] free,healthcare
[12] find,more

Top Word Pairs in Tweet in G2:
[746] hospitals,very
[746] very,short
[746] short,supplies
[746] supplies,water
[746] water,entire
[746] entire,region
[746] region,affected
[746] affected,fuel
[746] fuel,shortage
[745] shortage,healthcare

Top Word Pairs in Tweet in G3:
[223] greg,hunt
[223] free,healthcare
[223] healthcare,system
[222] hunt,calls
[222] calls,dismantling
[222] dismantling,australia
[222] australia,free
[222] system,maiden
[222] maiden,speech
[221] melaniedoak,greg

Top Word Pairs in Tweet in G4:
[185] reminder,johnson
[185] johnson,plan
[185] plan,manage
[185] manage,current
[185] current,surge
[185] surge,covid
[185] covid,cases
[185] cases,further
[185] further,ration
[185] ration,healthcare

Top Word Pairs in Tweet in G5:
[202] covid,money
[201] screaming,covid
[201] money,stimmys
[201] stimmys,rent
[201] rent,control
[201] control,relief
[201] relief,healthcare
[201] healthcare,nothing
[201] nothing,both
[201] both,parties

Top Word Pairs in Tweet in G6:
[29] link,#ehr
[29] #ehr,#healthcare
[29] #healthcare,#emr
[29] #emr,#healthcareit
[24] covid,19
[22] read,article
[15] gain,more
[15] more,insight
[15] insight,link
[15] learn,more

Top Word Pairs in Tweet in G7:
[147] health,insurance
[146] 2021,top
[146] top,health
[146] insurance,companies
[146] companies,spent
[146] spent,28m
[146] 28m,lobbying
[146] lobbying,received
[146] received,35b
[146] 35b,back

Top Word Pairs in Tweet in G8:
[69] healthcare,housing
[68] first,capital
[68] capital,seeks
[68] seeks,privatize
[68] privatize,enclose
[68] enclose,key
[68] key,goods
[68] goods,need
[68] need,order
[68] order,live

Top Word Pairs in Tweet in G9:
[91] pro,tip
[91] tip,another
[91] another,surge
[91] surge,coming
[91] coming,few
[91] few,weeks
[91] weeks,stay
[91] stay,vigilant
[91] vigilant,omicron
[91] omicron,double

Top Word Pairs in Tweet in G10:
[49] healthcare,science
[19] science,week
[12] healthcare,scientists
[9] really,something
[9] something,everyone
[8] nearing,end
[8] end,#healthcarescienceweek2022
[8] #healthcarescienceweek2022,healthcare
[8] scientists,nuthpathology
[8] nuthpathology,beyond

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@dralijsmith
@bfriedmandc
@fordnation
@medifakt
@mrs_g_rider
@jujuliagrace
@vinny_tex
@davido
@gop

Top Replied-To in G2:
@who
@rajeshaaidu
@sneweyy

Top Replied-To in G3:
@david_boxall
@jennywrenny21
@5175151x
@edmundmorley

Top Replied-To in G4:
@danielgoyal
@youarelobbylud
@ghostgerbil
@acemsdavis1
@alisonram
@life_disrupted
@andrewwalkom

Top Replied-To in G5:
@trixymalixy
@anthonyzenkus
@gritty20202
@kylekulinski

Top Replied-To in G6:
@dp_oneill

Top Replied-To in G7:
@darrigomelanie
@gianniconfalone
@breathewellpt

Top Replied-To in G8:
@jasonhickel
@schroedinger99
@georgiespirit

Top Replied-To in G9:
@piper4missouri
@b52malmet
@stacey_rudin

Top Mentioned
Top Mentioned in Entire Graph:
@melaniedoak
@danielgoyal
@blike_dante
@darrigomelanie
@jasonhickel
@amref_uk
@ogbenidemola
@b52malmet
@whithealth
@noxyinxxprisons

Top Mentioned in G1:
@thesakala
@garybham
@dougbrowndba
@mergerlinks
@zecchinijobnews
@pcrsociety
@judsontelemed
@hsechodncc
@missbillable

Top Mentioned in G2:
@amref_uk
@vmaya11156
@axumawii
@zscuzzy
@istandwithtg
@zewdu_mawcha
@who
@danibren15
@nathans71908599
@awakenindiamvmt

Top Mentioned in G3:
@melaniedoak
@scottyfrommktg
@drvyom
@joeydeluca11
@drajm
@bybrittanyleigh
@5175151x
@jfitty09
@dallaslewis_aus
@dangerouslytal

Top Mentioned in G4:
@danielgoyal
@sallymi83941850
@youarelobbylud
@maffygirl
@data_lore
@theneutronstar
@life_disrupted
@erdmuted
@trishgreenhalgh
@drgregorsmith

Top Mentioned in G5:
@blike_dante
@kylekulinski
@anthonyzenkus
@courtneybanks
@jaybefaunt
@kenis
@gritty20202
@r8dr4lfe75
@joeywreck
@unholyrom3

Top Mentioned in G6:
@giant_health
@_atanas_
@venturebeat
@wearablesexpert
@digitalsalutem
@enilev
@rttcraig
@johnlauner
@chidambara09
@ianljones98

Top Mentioned in G7:
@darrigomelanie
@rltdemocrat
@doclt2
@breathewellpt
@jmreycroft
@noellenarwhal
@cinnyy
@pierrepoilievre
@jeanlake20
@danielgoyal

Top Mentioned in G8:
@jasonhickel
@mmtlabour
@georgebernhard
@docstockk
@timgoldfinch
@duncanpoundcake
@richyphillips
@jbhearn
@kimdriver11
@clintballinger

Top Mentioned in G9:
@b52malmet
@chuckcjmmn
@piper4missouri
@eugestshirley
@its_a_gop_coup
@soozieceu
@thereelrandom
@kevinsixx13
@sundaedivine
@portiamcgonagal

Top Mentioned in G10:
@nshcs
@healthcareersuk
@wehcscientists
@nuthpathology
@mammacoffee
@sybhealthcare
@devices4dignity
@deborahlakeland
@eoe_hcs_network
@enherts

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@robinsnewswire
@chidambara09
@edinburghwatch
@hrblock_21
@falconhamada_90
@liputan6dotcom
@stigmabaseu
@car01am
@crweworld

Top Tweeters in G1:
@robinsnewswire
@liputan6dotcom
@stigmabaseu
@crweworld
@newsfilterio
@seekingalpha
@stiripesurse_ro
@sinaronline
@stckpro
@gordsuk

Top Tweeters in G2:
@varshathacker
@ruftaraya
@kiranmartis9
@ferwinib
@mussietesfaye4
@nigsti_tigray
@gebrihethg
@romhai_h
@hrw
@tsegumeli

Top Tweeters in G3:
@fedupofpollys
@virgotweet
@melissasweetdr
@nothing_exists
@robotbum
@littlesparrow9
@korstraw
@davidr8203
@nanajmck
@blakandblack

Top Tweeters in G4:
@hazelglasgow
@cleggy261
@robertgedge
@pippaliciousj
@maurlind
@ellih53
@unsnuk
@sweetie_tweeter
@martinandrea86
@declan_hoare

Top Tweeters in G5:
@bunrxm
@hoeitsrocuervo
@blike_dante
@paulsorrentino3
@angelljaunnae
@rihannasidedude
@dallas4bernie
@hermosaalma
@supertwaddle
@shaaeeboogiee

Top Tweeters in G6:
@chidambara09
@evankirstel
@fabriciosx
@rvp
@fluttbot
@education_24x7
@nicochan33
@the404code
@spanishcountry
@caring_mobile

Top Tweeters in G7:
@gpwriter
@remirol1956
@jmreycroft
@cindycinnis
@verticalrepeat
@johnandi
@kate_is_rising
@muchoray
@joneskf12
@hailey_zoesdad

Top Tweeters in G8:
@frances_coppola
@dance_daffodil
@simon_brooke
@wimthetim
@georgebernhard
@loveisbrilliant
@bertoltbrechts
@pantherwild
@drukerstin
@katiecannon2

Top Tweeters in G9:
@drpatfarrell
@inforenique
@dianacialino
@b52malmet
@enidlogan
@m_k_fletcher
@46mingo
@siadasha
@crazybob48
@cfitzbroadway

Top Tweeters in G10:
@dnaed_tech
@alrightpet
@dan1763
@wypartnership
@laird_admiral
@nhse_paul
@blackpoolhosp
@tradegovuk
@uhmbt
@nnuh


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.