healthcare, Twitter, 8/2/2021 6:09:06 AM, 259366


FAQ | Problem?

healthcare_2021-08-01_21-52-52.xlsx
healthcare_2021-08-01_21-52-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2021
Short Description:
healthcare via NodeXL https://bit.ly/2V5cCN5
@drzoehyde
@protect_ab
@wanderwaii
@meidastouch
@edgewoman3000
@oliviatroye
@lise_latulippe
@tinamorphis
@johnocap
@liangrhea

Top hashtags:
#healthcare
#covid19
#sindhawaitingpmik
#ai
#prayformyanmar
#election2022

Description:
Description
The graph represents a network of 9,610 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, 02 August 2021 at 05:07 UTC.

The requested start date was Monday, 02 August 2021 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 2-day, 0-hour, 43-minute period from Friday, 30 July 2021 at 10:25 UTC to Sunday, 01 August 2021 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 : 9610
Unique Edges : 4648
Edges With Duplicates : 12054
Total Edges : 16702
Number of Edge Types : 5
Retweet : 5645
MentionsInRetweet : 6483
Mentions : 1899
Replies to : 853
Tweet : 1822
Self-Loops : 1871
Reciprocated Vertex Pair Ratio : 0.008613759044447
Reciprocated Edge Ratio : 0.0170803917103166
Connected Components : 2013
Single-Vertex Connected Components : 657
Maximum Vertices in a Connected Component : 1411
Maximum Edges in a Connected Component : 3056
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 9.645532
Graph Density : 9.51024820751531E-05
Modularity : 0.560605
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,610 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, 02 August 2021 at 05:07 UTC.

The requested start date was Monday, 02 August 2021 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 2-day, 0-hour, 43-minute period from Friday, 30 July 2021 at 10:25 UTC to Sunday, 01 August 2021 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:
[84] https://twitter.com/PartnersRelief/status/1421368618835607557
[28] https://www.reuters.com/world/asia-pacific/britain-warns-covid-19-could-infect-half-myanmar-next-two-weeks-2021-07-29/
[20] https://www.reuters.com/business/healthcare-pharmaceuticals/us-cdc-internal-report-calls-delta-variant-contagious-chickenpox-nyt-2021-07-30/
[18] http://trib.al/fzTIs2v
[16] https://thehill.com/policy/healthcare/564795-biden-admin-says-long-covid-could-qualify-as-a-disability-under-federal-law
[14] https://www.opendemocracy.net/en/ournhs/forget-the-spin-new-english-nhs-bill-is-all-about-cutting-our-right-to-healthcare/?utm_campaign=donations%20ask%202021-07-28%20%28XYa89n%29&utm_medium=email&utm_source=Non-Donors%20in%20last%2012%20months%20to%20date.&_kx=rrg_VT_bB1-ShVMvb309hjXS_Mt3DanV5ufqAAmzjjQ%3D.YjCYwm
[13] http://trib.al/dNUg0uS
[13] https://thehill.com/opinion/healthcare/565391-how-did-the-covid-19-pandemic-begin
[12] https://twinybots.ch/
[9] http://trib.al/gmHG8U7

Top URLs in Tweet in G1:
[1] https://twitter.com/usembassybkk/status/1421002626431344642

Top URLs in Tweet in G2:
[76] https://twitter.com/PartnersRelief/status/1421368618835607557
[10] https://thehill.com/opinion/healthcare/565391-how-did-the-covid-19-pandemic-begin
[9] https://www.reuters.com/business/healthcare-pharmaceuticals/us-cdc-internal-report-calls-delta-variant-contagious-chickenpox-nyt-2021-07-30/
[6] https://twinybots.ch/
[5] https://hitconsultant.net/2021/07/30/cloud-technology-and-healthcare-evolution-microsoft-in-the-spotlight/
[5] https://thehill.com/policy/healthcare/565712-new-mask-guidelines-trigger-backlash
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/japan-proposes-adding-four-regions-covid-19-emergency-minister-2021-07-29/
[3] https://healthcaremarketingmatters.blogspot.com/2021/01/covid-19-patients-digital-healthcare.html
[3] https://healthcaremarketingmatters.blogspot.com/2021/01/creating-patient-buyer-journey-map-for.html
[3] https://ethealthworld.com/

Top URLs in Tweet in G3:
[1] https://twitter.com/greentea_pt/status/1421174805848498176

Top URLs in Tweet in G5:
[1] https://twitter.com/drgregkelly/status/1421664833666121730
[1] https://twitter.com/threadreaderapp/status/1421670578432483330
[1] https://www.instituteforgovernment.org.uk/publications/tackling-covid-long-term
[1] https://twitter.com/AbraarKaran/status/1420997808476196870
[1] https://twitter.com/BBCNewsNI/status/1420785181816938501

Top URLs in Tweet in G6:
[8] https://twitter.com/i/events/1420783696873877506
[7] https://today.tamu.edu/2021/07/30/artificial-intelligence-may-find-signs-of-alzheimers-in-neuroimaging-data/
[6] https://www.nytimes.com/interactive/2021/07/23/well/mind/well-climate-anxiety-action.html?smid=tw-nytimes&smtyp=cur
[6] https://community.nasscom.in/communities/digital-transformation/what-internet-things
[5] https://twinybots.ch/
[5] https://www.csoonline.com/resources/221294/healthcare-data-interoperability-fulfilling-the-promise-of-value-based-care?twitter=@aneeshnair
[5] https://www.healthcaredive.com/news/telehealth-investments-soar-even-as-market-matures/604195/
[5] https://www.independent.co.uk/arts-entertainment/tv/features/paris-hilton-cooking-netflix-b1893039.html
[5] https://www.dailymail.co.uk/tvshowbiz/article-9844625/Ben-Affleck-hits-casino-Jennifer-Lopez-Monte-Carlo-130M-yacht.html?ito=amp_twitter_share-top
[3] https://www.ecgmc.com/thought-leadership/blog/so-you-have-telehealth-now-what

Top URLs in Tweet in G7:
[1] https://katv.com/news/local/nearly-900-healthcare-workers-sign-open-letter-addressing-mask-ban-in-schools

Top URLs in Tweet in G8:
[16] https://thehill.com/policy/healthcare/564795-biden-admin-says-long-covid-could-qualify-as-a-disability-under-federal-law
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2782435?utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_term=072821
[1] https://madison.com/wsj/news/local/health-med-fit/uw-to-start-lgbtq-fellowship-program-for-doctors/article_7edba54c-6834-5c1a-8284-36288dccab93.html
[1] https://twitter.com/mdixon55/status/1421116232770768898

Top URLs in Tweet in G9:
[1] https://twitter.com/LWVFlorida/status/1420825256382566406
[1] https://twitter.com/GeorgiaDemocrat/status/1420757431701934080

Top URLs in Tweet in G10:
[2] https://twitter.com/picardonhealth/status/1421588967208587265
[2] https://health.economictimes.indiatimes.com/iih?ag=suppart
[1] https://twitter.com/jvipondmd/status/1421574752926244864
[1] https://twitter.com/jvipondmd/status/1420983150298107906
[1] https://twitter.com/garossino/status/1421097846430781452
[1] https://lnkd.in/dYZRhgf
[1] https://health.economictimes.indiatimes.com/news/diagnostics/asymptomatic-diabetes-the-new-concern-for-hyderabad/84888151
[1] https://thehill.com/policy/healthcare/public-global-health/565743-delta-variant-raises-fears-of-worsening-mutations
[1] https://letusmakeyourich.com/
[1] https://bit.ly/3eXz4yj

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[107] actblue.com
[104] reuters.com
[65] thehill.com
[65] trib.al
[56] co.uk
[42] blogspot.com
[37] careerarc.com
[33] google.com
[30] youtube.com

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

Top Domains in Tweet in G2:
[156] twitter.com
[38] blogspot.com
[37] careerarc.com
[26] thehill.com
[18] reuters.com
[18] co.uk
[14] linkedin.com
[13] google.com
[8] ihirenursing.com
[7] youtube.com

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

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

Top Domains in Tweet in G6:
[14] co.uk
[13] twitter.com
[10] forbes.com
[8] csoonline.com
[7] tamu.edu
[6] nytimes.com
[6] nasscom.in
[5] twinybots.ch
[5] healthcaredive.com
[3] ecgmc.com

Top Domains in Tweet in G7:
[1] katv.com

Top Domains in Tweet in G8:
[16] thehill.com
[1] jamanetwork.com
[1] madison.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[6] twitter.com
[3] indiatimes.com
[1] lnkd.in
[1] thehill.com
[1] letusmakeyourich.com
[1] bit.ly
[1] nejm.org
[1] ctvnews.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[588] healthcare
[193] covid19
[142] sindhawaitingpmik
[123] ai
[119] prayformyanmar
[104] election2022
[102] whatshappeninginmyanmar
[95] health
[85] yeswecan
[65] machinelearning



Top Hashtags in Tweet in G2:
[192] healthcare
[76] whatshappeninginmyanmar
[75] prayformyanmar
[37] health
[25] covid19
[22] blog
[20] influencer
[19] hcsm
[15] job
[13] vendors

Top Hashtags in Tweet in G5:
[86] covid19
[9] census2021
[1] notoracism
[1] lgbtiq
[1] womensrights
[1] healthcare
[1] noreligion
[1] zerocovid
[1] auspol
[1] burnout

Top Hashtags in Tweet in G6:
[128] healthcare
[70] ai
[61] machinelearning
[59] bigdata
[54] 100daysofcode
[45] 100daysofmlcode
[44] python
[30] socialmedia
[28] cybersecurity
[27] digitalhealth

Top Hashtags in Tweet in G7:
[19] moscowmitch
[3] medicareforall
[1] arnews

Top Hashtags in Tweet in G8:
[1] engineering
[1] computing
[1] business
[1] healthcare
[1] realestate
[1] professions
[1] politicaltheatre

Top Hashtags in Tweet in G9:
[2] covid
[2] vaccine
[2] gapol
[1] demcast
[1] onev1
[1] ovfaf

Top Hashtags in Tweet in G10:
[7] abpoli
[5] csc
[4] shahadara
[3] ethgiihs
[3] healthcare
[3] yamunasportscomplex
[2] stoptheucp
[2] digitalindia
[2] covid19
[2] deltavariant

Top Words
Top Words in Tweet in Entire Graph:
[6912] healthcare
[1525] workers
[1263] ค
[1088] people
[1009] อ
[1005] pfizer
[984] ก
[982] care
[839] frontline
[755] long

Top Words in Tweet in G1:
[1364] healthcare
[684] workers
[682] frontline
[682] personnel
[682] long
[682] term
[682] care
[680] wanderwaii
[680] ก
[680] facility

Top Words in Tweet in G2:
[607] healthcare
[192] #healthcare
[113] system
[80] near
[79] health
[78] total
[77] collapse
[76] coup
[76] resulted
[76] #whatshappeninginmyanmar

Top Words in Tweet in G3:
[569] ค
[562] เค
[562] ว
[295] healthcare
[289] ก
[289] อ
[288] pfizer
[282] ย
[282] ะ
[282] ไม

Top Words in Tweet in G4:
[528] cepat
[264] dhabitah
[264] masa
[264] american
[264] diver
[264] nak
[264] lompat
[264] jerit
[264] free
[264] healthcare

Top Words in Tweet in G5:
[251] people
[170] covid
[168] home
[155] 19
[86] #covid19
[85] liangrhea
[85] die
[84] dislike
[84] narrative
[84] 'culture'

Top Words in Tweet in G6:
[128] #healthcare
[70] #ai
[61] #machinelearning
[59] #bigdata
[54] #100daysofcode
[45] #100daysofmlcode
[44] healthcare
[44] #python
[38] cancer
[37] lung

Top Words in Tweet in G7:
[132] second
[100] marjorie
[84] against
[82] taylor
[82] greene
[82] rights
[81] duty2warn
[81] supporters
[81] exercise
[81] amendment

Top Words in Tweet in G8:
[68] rights
[67] against
[66] yesterday
[66] rep
[66] marjorie
[66] taylor
[66] greene
[66] called
[66] supporters
[66] exercise

Top Words in Tweet in G9:
[131] healthcare
[125] workers
[125] lauren
[125] boebert's
[125] district
[125] call
[93] one
[92] embarrassment
[91] watch
[91] largest

Top Words in Tweet in G10:
[100] healthcare
[36] more
[29] workers
[23] system
[19] still
[17] right
[17] work
[16] fight
[16] covid
[16] protect_ab

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1473] healthcare,workers
[818] frontline,healthcare
[702] long,term
[701] ก,ค
[697] workers,healthcare
[695] healthcare,personnel
[693] term,care
[691] personnel,long
[689] care,facility
[689] facility,residents

Top Word Pairs in Tweet in G1:
[682] frontline,healthcare
[682] healthcare,workers
[682] workers,healthcare
[682] healthcare,personnel
[682] personnel,long
[682] long,term
[682] term,care
[680] care,facility
[680] facility,residents
[679] บ,คคลกร

Top Word Pairs in Tweet in G2:
[101] healthcare,system
[76] coup,resulted
[76] resulted,near
[76] near,total
[76] total,collapse
[76] collapse,healthcare
[75] system,#prayformyanmar
[75] #prayformyanmar,#whatshappeninginmyanmar
[49] covid,19
[29] healthcare,workers

Top Word Pairs in Tweet in G3:
[281] ค,อจะบอกว
[281] อจะบอกว,า
[281] า,pfizer
[281] pfizer,เน
[281] เน,ย
[281] ย,ก
[281] ก,ของฟร
[281] ของฟร,ค
[281] ค,ะ
[281] ะ,ไม

Top Word Pairs in Tweet in G4:
[264] dhabitah,masa
[264] masa,american
[264] american,diver
[264] diver,nak
[264] nak,lompat
[264] lompat,cepat
[264] cepat,cepat
[264] cepat,jerit
[264] jerit,free
[264] free,healthcare

Top Word Pairs in Tweet in G5:
[154] covid,19
[84] dislike,narrative
[84] narrative,people
[84] people,die
[84] die,#covid19
[84] #covid19,home
[84] home,'culture'
[84] 'culture',people
[84] people,dying
[84] dying,home

Top Word Pairs in Tweet in G6:
[44] #100daysofcode,#bigdata
[44] #bigdata,#100daysofmlcode
[38] #100daysofmlcode,#python
[37] lung,cancer
[28] #machinelearning,#socialmedia
[23] #socialmedia,#100daysofcode
[23] #python,#flutter
[18] #machinelearning,#100daysofcode
[17] artificial,intelligence
[14] #technology,#healthcare

Top Word Pairs in Tweet in G7:
[82] marjorie,taylor
[82] taylor,greene
[81] supporters,exercise
[81] exercise,second
[81] second,amendment
[81] amendment,rights
[81] rights,against
[80] greene,told
[80] told,supporters
[80] against,vaccine

Top Word Pairs in Tweet in G8:
[66] yesterday,rep
[66] rep,marjorie
[66] marjorie,taylor
[66] taylor,greene
[66] greene,called
[66] called,supporters
[66] supporters,exercise
[66] exercise,second
[66] second,amendment
[66] amendment,rights

Top Word Pairs in Tweet in G9:
[125] healthcare,workers
[125] lauren,boebert's
[125] boebert's,district
[92] call,embarrassment
[91] watch,healthcare
[91] workers,one
[91] one,largest
[91] largest,hospitals
[91] hospitals,lauren
[91] district,call

Top Word Pairs in Tweet in G10:
[29] healthcare,workers
[15] frontline,healthcare
[14] delta,variant
[14] variant,more
[14] more,contagious
[14] contagious,more
[14] more,dangerous
[14] dangerous,frontline
[14] workers,fight
[13] innovation,intelligent

Top Replied-To
Top Replied-To in Entire Graph:
@elisestefanik
@morning_joe
@laurenboebert
@clairlemon
@jim_jordan
@potus
@jkenney
@millicentomanga
@tombossert
@maxblumenthal

Top Replied-To in G5:
@culldogfarms
@qldaah
@somewherein84
@kothmelinda

Top Replied-To in G7:
@speakerpelosi
@bluesgirl19neil
@duty2warn

Top Replied-To in G8:
@tombossert
@lo_runner
@imspeaking13

Top Replied-To in G9:
@mark35095439

Top Replied-To in G10:
@jkenney
@alexberenson
@cmoh_alberta
@motownmaniax
@gregbufford1
@so_damntired
@justintrudeau
@anacabrera
@un
@juliadavisnews

Top Mentioned
Top Mentioned in Entire Graph:
@wanderwaii
@pnvich
@monazmiahmad
@demswork4usa
@jadenhng
@burnettforco3
@liangrhea
@duty2warn
@drzoehyde
@jon_trickett

Top Mentioned in G1:
@wanderwaii

Top Mentioned in G2:
@caesarchavez20
@medicalworldnig
@wavehealthcons1
@fbhmorocco
@debugliesnews
@careermetis
@damndelete
@reginaldcentre
@risai60617094

Top Mentioned in G3:
@pnvich
@wanderwaii

Top Mentioned in G4:
@monazmiahmad

Top Mentioned in G5:
@liangrhea
@drzoehyde
@matthewotoole2
@peterwmurphy1
@profmakris
@traumakhan
@habeebiinta
@instituteforgov
@bigvapingnunga
@gsadelaide

Top Mentioned in G6:
@chidambara09
@rubixls
@ronald_vanloon
@tamu
@aneeshnair
@antgrasso
@nasscomr
@kelly_archives
@digitalsalutem
@biconadvisory

Top Mentioned in G7:
@duty2warn
@ericg1247
@numbers28
@burnettforco3
@housedemocrats
@apj813
@katvnews
@dmca1dkr8r
@speakerpelosi
@marcus4georgia

Top Mentioned in G8:
@marcus4georgia
@tombossert
@morgfair
@lindyli
@stompthegop
@johnhopebryant
@bhrenton
@uwhealth
@priscilla_nurse
@lo_runner

Top Mentioned in G9:
@burnettforco3
@meidastouch
@demskeys
@marcus4georgia
@lincolnwatchman
@mommamia1217
@gawinlist

Top Mentioned in G10:
@protect_ab
@oliviatroye
@justintrudeau
@cscegov_
@ethealthworld
@jkenney
@belle_levesque
@whisperingvoid1
@scribulatora
@cmoh_alberta

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@robinsnewswire
@cybersec_feeds
@chidambara09
@car01am
@souljahsingh
@pairsonnalitesu
@pairsonnalitesa
@federicoalves
@tickeron

Top Tweeters in G1:
@mirumiru_yhcm
@syderbay_
@aaaoy__
@lookkao
@justbenan
@lookket101
@sdnblink_
@__vsourire
@aonaoyya
@_callmebabyyy

Top Tweeters in G2:
@pairsonnalitesu
@pairsonnalitesa
@tickeron
@barbara96913515
@na_presseportal
@exbulletinuk
@tahrirlive
@_youngcr7
@thearticletrunk
@terazzo

Top Tweeters in G3:
@snailtinyb
@g1aucous
@fernb2uty
@pparssmm
@aomderrr
@jtothea__
@_gyu13
@umeshubabie
@pharunyamp
@nongnamguii

Top Tweeters in G4:
@nrhdx
@s4th__
@carahhhhhhhhh
@mesuthzrl
@husnasamanuri_
@seahorsekeeper_
@saraaaaaahae
@achickenperson
@ainanabihah____
@yishaaawhooo

Top Tweeters in G5:
@asher_wolf
@pqpolitics
@corruptnsw
@qldaah
@ks_1968
@nelliejs501
@bigvapingnunga
@gordon1000
@joshdacat
@pammieoz

Top Tweeters in G6:
@cybersec_feeds
@chidambara09
@femtech_
@codedailybot
@thedeveloperbot
@morolswediu
@fabriciosx
@womencodersbot
@nicochan33
@coderretweet

Top Tweeters in G7:
@tati_vict
@numbers28
@enidlogan
@coupdtrump
@ubervaper
@auntinaz
@rtypaige
@piapinachiodo
@tari1231
@damkina

Top Tweeters in G8:
@federicoalves
@debilu2
@ungubunugu1274
@morgfair
@joanisparkles
@familygrowing1
@beverlynotmypre
@inforenique
@htheike77
@elprincetee

Top Tweeters in G9:
@avonan
@shareitarie10
@michaelsen_erik
@jackhutton
@shirleydebalsi
@gailwmcdonald
@verticalrepeat
@grtseeker
@dr_anniem13
@509shawng

Top Tweeters in G10:
@tinamorphis
@gmarie55
@queenbeeaxs
@lise_latulippe
@iamlucretiamott
@gaylaannette
@shirlfior
@queerthoughts
@gail_sloane
@darbytl


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.