healthcare, Twitter, 5/25/2020 7:33:20 PM, 228251


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healthcare_2020-05-24_23-17-24.xlsx
healthcare_2020-05-24_23-17-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2020
Short Description:
healthcare via NodeXL https://bit.ly/3c27jjM
@drharshvardhan
@himantabiswa
@kt75147825
@who
@realdonaldtrump
@smritiirani
@narendramodi
@joebiden
@capratikkarpe
@umasankar99999

Top hashtags:
#covid19
#healthcare
#coronavirus
#corona
#pia
#covidー19
#medicareforall

Description:
Description
The graph represents a network of 7,058 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, 25 May 2020 at 06:18 UTC.

The requested start date was Monday, 25 May 2020 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, 0-hour, 33-minute period from Friday, 22 May 2020 at 11:10 UTC to Sunday, 24 May 2020 at 11:43 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 : 7058
Unique Edges : 4661
Edges With Duplicates : 7766
Total Edges : 12427
Number of Edge Types : 5
Retweet : 3680
MentionsInRetweet : 5015
Replies to : 663
Mentions : 1835
Tweet : 1234
Self-Loops : 1268
Reciprocated Vertex Pair Ratio : 0.0106589147286822
Reciprocated Edge Ratio : 0.0210930009587728
Connected Components : 1548
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 640
Maximum Edges in a Connected Component : 1932
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.125923
Graph Density : 0.000146581977712713
Modularity : 0.61593
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 7,058 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, 25 May 2020 at 06:18 UTC.

The requested start date was Monday, 25 May 2020 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, 0-hour, 33-minute period from Friday, 22 May 2020 at 11:10 UTC to Sunday, 24 May 2020 at 11:43 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:
[37] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data
[19] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data#.Xset9fBSWiM.twitter
[18] https://fytte.jp/healthcare/104214/
[14] https://www.change.org/p/prime-minister-of-india-immediate-orders-for-healthcare-industry-due-to-coronavirus-outbreak?recruiter=1060635296&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_message&utm_term=petition_dashboard&recruited_by_id=62d60c40-6cef-11ea-97fd-73399bf7439e
[14] http://thermometerng.com
[7] https://www.livemint.com/politics/policy/govt-expands-hydroxychloroquine-as-prophylactic-for-healthcare-workers-11590170414019.html
[7] https://www.express.co.uk/news/world/1285659/France-crisis-Emmanuel-Macron-healthcare-doctors-coronavirus-protests-riots-latest
[6] https://healthcarecovid.org/
[6] https://www.innerengineering.com/
[5] https://www.bbc.com/news/world-middle-east-52769919

Top URLs in Tweet in G1:
[5] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data
[3] https://www.express.co.uk/news/world/1285659/France-crisis-Emmanuel-Macron-healthcare-doctors-coronavirus-protests-riots-latest
[3] https://profmoosa.com/covid-19-a-wake-up-call-to-primary-healthcare-in-kenya/
[2] https://www.medacs.com/stepforward?utm_campaign=Step%20Forward&utm_source=twitter&utm_medium=social&utm_content=Medacs%20Healthcare
[2] https://www.fastcompany.com/90505983/healthcare-will-never-be-the-same-8-experts-on-the-future-of-medicine-around-the-globe?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[2] https://www.ibtimes.com/trump-approval-rating-biden-more-trusted-coronavirus-response-healthcare-china-2980702
[2] https://twitter.com/_SemaHernandez_/status/1264377532272578563
[2] https://twinybots.ch/
[2] http://www.5stocksinto.com/5-indonesian-stocks-into-hospitals/
[2] https://twitter.com/sharkawymd/status/1264273579786539008

Top URLs in Tweet in G2:
[1] https://www.health-check.in/india-goes-against-emerging-science-to-recommend-hcq-for-covid-19-prevention/
[1] https://twitter.com/DigitalTrends/status/1262087991561867265
[1] https://twitter.com/DrHVoffice/status/1263395358119354369
[1] https://twitter.com/DrHVoffice/status/1263773104943140864

Top URLs in Tweet in G4:
[1] https://twitter.com/earlofenough/status/1264362897339305991
[1] https://www.newsweek.com/these-are-biggest-advocates-2000-monthly-stimulus-checks-americans-1506061
[1] https://twitter.com/MarquardtA/status/1263577059319861251
[1] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data#.Xsej-J_aFc0.twitter
[1] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data
[1] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data#.Xseks_HX__R.twitter
[1] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data?amp&__twitter_impression=true

Top URLs in Tweet in G5:
[3] https://thehill.com/policy/healthcare/public-global-health/488305-cdc-80-percent-of-us-coronavirus-deaths-are-people-65
[2] https://thehill.com/policy/healthcare/499085-cdc-acknowledges-mixing-up-coronavirus-testing-data
[1] https://www.youtube.com/watch?v=oo_ijrdFp98

[1] https://twitter.com/JoeBiden/status/1264374557860716544
[1] https://twitter.com/ProudSocialist/status/1264370726758281216
[1] https://statuscoup.com/untangling-joe-bidens-web-of-healthcare-donors-may-explain-his-refusal-to-budge-on-medicare-for-amid-deadly-pandemic/
[1] https://twitter.com/XHNews/status/1263635898123423744
[1] http://victims.GOLF
[1] https://twitter.com/twittermoments/status/1264378389864910848
[1] https://www.livemint.com/politics/policy/govt-expands-hydroxychloroquine-as-prophylactic-for-healthcare-workers-11590170414019.html

Top URLs in Tweet in G7:
[2] https://www.livemint.com/politics/policy/govt-expands-hydroxychloroquine-as-prophylactic-for-healthcare-workers-11590170414019.html
[1] https://thehill.com/opinion/healthcare/498151-democrats-block-progress-at-their-peril
[1] https://buff.ly/2TtoAMq

Top URLs in Tweet in G8:
[4] https://thehill.com/opinion/healthcare/425061-how-a-pro-vaccine-doctor-reopened-debate-about-link-to-autism?amp&__twitter_impression=true
[2] https://twitter.com/TruthHammer888/status/1263503349892050944
[1] https://www.theglobeandmail.com/politics/article-health-minister-hajdu-stops-dr-theresa-tam-from-answering-question/

Top URLs in Tweet in G9:
[1] https://twitter.com/bakari_sellers/status/1264296875169103873
[1] https://secure.actblue.com/donate/peoplevspacs
[1] https://twitter.com/ProudSocialist/status/1263706218691887104
[1] https://secure.actblue.com/donate/cb-social
[1] https://www.vox.com/policy-and-politics/2020/5/6/21249786/trump-wants-end-affordable-care-act
[1] https://twitter.com/simonnarode/status/1263945124133789696

Top URLs in Tweet in G10:
[1] https://www.hsj.co.uk/workforce/at-least-23-nationalities-among-nhs-staff-killed-by-covid/7027666.article

Top Domains
Top Domains in Tweet in Entire Graph:
[222] twitter.com
[104] thehill.com
[46] co.uk
[33] bit.ly
[28] youtube.com
[27] careerarc.com
[18] fytte.jp
[16] linkedin.com
[14] change.org
[14] thermometerng.com

Top Domains in Tweet in G1:
[74] twitter.com
[27] careerarc.com
[19] co.uk
[10] thehill.com
[10] yahoo.com
[10] ziftsolutions.com
[9] linkedin.com
[7] youtube.com
[5] instagram.com
[4] theguardian.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] health-check.in

Top Domains in Tweet in G4:
[4] thehill.com
[2] twitter.com
[1] newsweek.com

Top Domains in Tweet in G5:
[5] twitter.com
[5] thehill.com
[2] youtube.com
[1] statuscoup.com
[1] victims.golf
[1] livemint.com
[1] bit.ly
[1] fivethirtyeight.com

Top Domains in Tweet in G7:
[2] livemint.com
[1] thehill.com
[1] buff.ly

Top Domains in Tweet in G8:
[4] thehill.com
[2] twitter.com
[1] theglobeandmail.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] actblue.com
[1] vox.com

Top Domains in Tweet in G10:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[357] covid19
[289] healthcare
[96] coronavirus
[58] corona
[51] pia
[45] covidー19
[43] medicareforall
[33] plandemic
[29] covid
[29] brazil



Top Hashtags in Tweet in G1:
[103] healthcare
[20] health
[16] covid19
[12] coronavirus
[8] covidー19
[5] covid
[5] jobs
[5] trump
[5] medicine
[5] doctors

Top Hashtags in Tweet in G2:
[6] healthcare
[5] warriors
[4] ayushmanbharat
[2] covid19
[2] coronaoutbreak
[2] pmjay
[2] who
[1] hydroxychloroquine
[1] hcq
[1] india

Top Hashtags in Tweet in G3:
[15] staythankstochallenge
[12] 덕분에챌린지

Top Hashtags in Tweet in G4:
[29] coronavirus
[29] brazil
[1] basicneedsforall

Top Hashtags in Tweet in G5:
[7] hydroxychloroquine
[5] covid19
[4] defenseproductionact
[3] covidiot
[3] leadershipnotlies
[2] votebluetoendthisnightmare
[2] southcarolina
[2] medicareforall
[1] trumpliesamericansdie
[1] trumpdeathtoll100k

Top Hashtags in Tweet in G6:
[134] covid19
[1] assam
[1] vijoyeeassam
[1] assamjitegacoronaharega

Top Hashtags in Tweet in G7:
[31] plandemic
[1] openupamericanow
[1] voteredtosaveamerica
[1] maga2kag

Top Hashtags in Tweet in G8:
[25] covid19
[1] cdnpoli

Top Hashtags in Tweet in G9:
[18] medicareforall
[2] m4a
[1] emergencym4all
[1] peopleoverprofits

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[374] healthcare
[103] #healthcare
[72] workers
[44] people
[42] health
[31] more
[30] covid
[27] 19
[27] one
[25] pandemic

Top Words in Tweet in G2:
[286] drharshvardhan
[280] taking
[278] congratulations
[278] ji
[278] charge
[278] executive
[278] board
[278] chairman
[278] plays
[278] vital

Top Words in Tweet in G3:
[469] campaign
[469] nominated
[469] jisung
[458] stay
[452] stray
[452] kids
[379] hello
[376] joined
[229] thank
[209] ina

Top Words in Tweet in G4:
[100] raise
[100] hand
[100] think
[91] cdc
[91] acknowledges
[91] mixing
[91] coronavirus
[90] biggest
[90] story
[90] today

Top Words in Tweet in G5:
[116] healthcare
[74] realdonaldtrump
[40] workers
[23] joebiden
[23] people
[22] trump
[22] choose
[14] take
[12] covid
[11] created

Top Words in Tweet in G6:
[135] team
[134] himantabiswa
[134] strong
[134] testimony
[134] excellent
[134] work
[134] steely
[134] resolve
[134] best
[134] crisis

Top Words in Tweet in G7:
[35] ingrahamangle
[34] limb
[33] icmr
[31] rare
[31] occasions
[31] hill
[31] gets
[31] right
[31] wont
[31] dems

Top Words in Tweet in G8:
[77] healthcare
[76] workers
[53] 40
[52] 000
[50] given
[50] uk
[48] truthhammer888
[48] proactively
[47] more
[44] hcq

Top Words in Tweet in G9:
[54] healthcare
[33] americans
[22] proudsocialist
[18] #medicareforall
[16] support
[16] right
[16] millions
[16] losing
[16] booker4ky
[13] dying

Top Words in Tweet in G10:
[75] healthcare
[74] workers
[71] jollenelevid
[71] filipina
[70] deaths
[69] more
[69] philippines
[69] itself
[68] united
[68] states

Top Word Pairs
Top Word Pairs in Tweet in G2:
[57] congratulations,drharshvardhan
[26] drharshvardhan,ji
[14] ji,taking
[10] taking,charge
[10] charge,executive
[10] executive,board
[10] board,chairman
[10] chairman,plays
[10] plays,vital
[10] vital,role

Top Word Pairs in Tweet in G3:
[278] nominated,jisung
[278] campaign,nominated
[278] jisung,stray
[278] stray,kids
[278] joined,campaign
[278] hello,stay
[278] kids,thank
[278] stay,ina
[278] ina,joined
[278] stay,joined

Top Word Pairs in Tweet in G4:
[469] raise,hand
[454] hand,think
[452] cdc,acknowledges
[452] acknowledges,mixing
[376] mixing,coronavirus
[285] biggest,story
[221] story,today
[209] today,friday
[209] friday,something
[164] something,really

Top Word Pairs in Tweet in G5:
[100] healthcare,workers
[100] frontline,healthcare
[91] two,men
[91] men,cry
[91] cry,hurt
[90] hurt,feelings
[90] god,bless
[90] bless,healthcare
[90] covid,19
[90] realdonaldtrump,taking

Top Word Pairs in Tweet in G6:
[33] strong,testimony
[9] testimony,excellent
[8] excellent,team
[8] team,work
[8] work,steely
[8] steely,resolve
[7] resolve,best
[7] best,crisis
[7] crisis,#covid19
[7] himantabiswa,strong

Top Word Pairs in Tweet in G7:
[134] rare,occasions
[134] occasions,hill
[134] hill,gets
[134] gets,right
[134] right,wont
[134] wont,dems
[134] dems,badly
[134] badly,overplayed
[134] overplayed,#plandemic
[133] #plandemic,hand

Top Word Pairs in Tweet in G8:
[31] healthcare,workers
[31] 40,000
[31] 000,healthcare
[31] given,proactively
[31] workers,uk
[31] proactively,more
[31] more,40
[31] hcq,given
[31] uk,color
[31] color,pill

Top Word Pairs in Tweet in G9:
[76] #medicareforall,millions
[52] millions,americans
[52] americans,losing
[48] americans,dying
[48] support,#medicareforall
[47] human,right
[47] dying,lack
[43] lack,healthcare
[40] healthcare,policy
[40] policy,choice

Top Word Pairs in Tweet in G10:
[16] healthcare,workers
[16] filipina,healthcare
[16] deaths,filipina
[13] philippines,itself
[10] united,states
[10] states,more
[9] more,double
[9] double,covid
[9] covid,19
[9] 19,deaths

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@walkerbragman
@shoe0nhead
@cdraff
@edmarkey
@chipsandgist
@charliekirk11
@briantylercohen
@ozanera_pvt_ltd
@woodhead_alan

Top Replied-To in G1:
@thermalsafety

Top Replied-To in G2:
@smritiirani
@drharshvardhan
@sagarsh53626254
@pib_india

Top Replied-To in G4:
@kaykosmos

Top Replied-To in G5:
@realdonaldtrump
@lindseygrahamsc
@joebiden
@funder
@cspanwj
@kloeffler
@gop
@thebody2u
@secupp
@joshuapotash

Top Replied-To in G7:
@dianecr19985962
@bullynot2u
@ingrahamangle
@thebabylonbee

Top Replied-To in G8:
@punishdem1776
@truthhammer888

Top Replied-To in G9:
@amanithetender1
@flynnt_n_tinder
@redbatmedia
@thatfellowkevin
@bdemocratsfor
@lacombem3
@ferrazzanojay
@politikscommon
@eclecticradical
@merewhiz29

Top Replied-To in G10:
@drsimonlennane
@realjoshspahr
@jollenelevid

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drharshvardhan
@smritiirani
@himantabiswa
@donwinslow
@fallforseungmin
@jollenelevid
@realdonaldtrump
@bunnylix
@joelockhart

Top Mentioned in G1:
@mb_pride
@mog7546
@haupold
@gendergp
@debugliesnews
@workershealth
@maglioccotony
@pairsonnalitesa
@nasptweets

Top Mentioned in G2:
@who
@drharshvardhan
@smritiirani
@mohfw_india
@drsangitareddy
@sk1_sk1
@ayushmannha
@himantabiswa
@rahulgandhi
@ianushreegoel

Top Mentioned in G3:
@fallforseungmin
@bunnylix
@dearlinoo
@bangmints
@rsmsyff
@berlianaa8_
@fleulixxeua
@choithejisu
@stray_kids
@seukijeuboys

Top Mentioned in G4:
@donwinslow
@joelockhart
@kaykosmos
@drdenagrayson
@mikefarb1
@5gatos

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@whitehouse
@nytimes
@gop
@davidgloryda21
@realjeffreyt
@cspanwj
@lvnancy
@jeff66923777

Top Mentioned in G6:
@himantabiswa
@nhm_assam

Top Mentioned in G7:
@ingrahamangle
@sundncefn
@thebabylonbee
@empressusa
@governorva
@patriot_loves
@julesguitar
@bullynot2u
@foxnewsalert
@seanhannity

Top Mentioned in G8:
@truthhammer888
@pattyhajdu
@drjacobsrad
@inevitable_et
@prayingmedic
@realrainzip15
@punishdem1776
@teamcavuto
@mamblamobb
@aussieqofe

Top Mentioned in G9:
@proudsocialist
@booker4ky
@cenkuygur
@ewarren
@shaun_vids
@armitage2020wa
@humanistreport
@jigje1
@reptomsuozzi
@davidsirota

Top Mentioned in G10:
@jollenelevid
@fernandof1974
@drsimonlennane
@fernando
@ratfink_maloney
@amazon_policy
@hblodget
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@tickerreport
@sectest9
@pairsonnalites
@pairsonnalitesa
@dakotafinancial
@zolmaxnews
@chidambara09
@dhruvbhim
@sunny_days365

Top Tweeters in G1:
@tickerreport
@pairsonnalites
@pairsonnalitesa
@dakotafinancial
@zolmaxnews
@politicalhedge
@pairsonnalitesn
@mog7546
@dispatchtribune
@analyticaglobal

Top Tweeters in G2:
@sherbah46958042
@avinash_mailme
@rakesh26329280
@shaileshmishra
@pranav9983
@tiwari_anil84
@aksinhaster
@ashokramsingh
@panjanya3
@ishwarlalsahu4

Top Tweeters in G3:
@de292516
@peachpinkish
@kakikuleeknow
@piwanjingg
@fallforseungmin
@hwangfadia
@hankkile
@asyifa139
@jinojam
@remahaneggroll

Top Tweeters in G4:
@anthonybourque
@girlzinger
@curiocat13
@joanisparkles
@jsnyder555
@auntsophie1
@kcolaizzo
@570karen
@nancyrubin
@vivbwoke

Top Tweeters in G5:
@safiyahnoor1
@lvnancy
@nytimes
@deenie7940
@lucy24smith
@steph93065
@suemarietta
@lilibellmia
@nbcnews
@goldenpanther12

Top Tweeters in G6:
@dhruvbhim
@250praveen
@ram4bharatiyata
@lakshmisrikant7
@samwit_wicky
@sharmaroyals
@gautamkotwal81
@nations_choice
@triprr
@vishnus47793080

Top Tweeters in G7:
@sundncefn
@letters4trump45
@welshpatriot74
@patriot_loves
@usa_anne711
@lori_tech
@tweetspiring
@thejokermouce
@sunshinelk10
@csinut1

Top Tweeters in G8:
@lyndae222
@eclectetsy
@loureynolds1940
@lesstaxingcpa
@fern_60
@waamutoo
@nanner920
@janesmi41542442
@tejano611
@prayingmedic

Top Tweeters in G9:
@ggg_says
@brendahazelhur1
@sableviews
@eclecticradical
@caesura30
@prog_blacksmith
@genxtrishm4a
@martin_mima
@alleyoooooops
@zackbowden23

Top Tweeters in G10:
@greyways
@luginageorge
@roncerod
@ceddybeano
@softmossdog
@actuallylilac
@hblodget
@aquariuschicken
@skyalviso
@kiyaraaaa


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