healthcare, Twitter, 6/1/2020 12:44:55 PM, 228620


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healthcare_2020-05-31_23-17-24.xlsx
healthcare_2020-05-31_23-17-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2020
Short Description:
healthcare via NodeXL https://bit.ly/3gJKncr
@narendramodi
@iyer_rn
@ranganaathan
@twitter
@realdonaldtrump
@drharshvardhan
@achyuta_samanta
@up_weekly
@cjdtwit
@jeffwilford2

Top hashtags:
#covid19
#healthcare
#odisha
#kiit
#kiss
#kiitkissfightscovid19
#coronavirus

Description:
Description
The graph represents a network of 7,023 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, 01 June 2020 at 06:18 UTC.

The requested start date was Monday, 01 June 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, 40-minute period from Friday, 29 May 2020 at 11:02 UTC to Sunday, 31 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 : 7023
Unique Edges : 3983
Edges With Duplicates : 7930
Total Edges : 11913
Number of Edge Types : 5
Tweet : 1183
Retweet : 3765
MentionsInRetweet : 4714
Replies to : 521
Mentions : 1730
Self-Loops : 1209
Reciprocated Vertex Pair Ratio : 0.00969109630526953
Reciprocated Edge Ratio : 0.0191961607678464
Connected Components : 1497
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 1471
Maximum Edges in a Connected Component : 3260
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.907391
Graph Density : 0.000135211022675099
Modularity : 0.590974
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 7,023 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, 01 June 2020 at 06:18 UTC.

The requested start date was Monday, 01 June 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, 40-minute period from Friday, 29 May 2020 at 11:02 UTC to Sunday, 31 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:
[21] https://economictimes.indiatimes.com/industry/healthcare/biotech/healthcare/india-acted-as-pharmacy-of-the-world-in-response-to-coronavirus-ministry-of-external-affairs/articleshow/76074076.cms
[12] https://www.geo.tv/latest/290566-in-memoriam-healthcare-providers-who-have-died-of-covid-19-in-pakistan
[12] https://twitter.com/jpm25/status/1266830912999710725
[10] https://fytte.jp/healthcare/104239/
[9] https://isha.sadhguru.org/yoga-meditation/yoga-program-for-beginners/inner-engineering/inner-engineering-online?utm_campaign=WSICT_ieo2020&utm_medium=all_social&utm_source=social&utm_content=&utm_term=corona
[8] https://www.nme.com/news/music/sinead-oconnor-plans-to-become-a-healthcare-assistant-the-covid-thing-gave-me-more-impetus-2679311
[7] https://www.youtube.com/watch?v=crg83EPBojc&feature=youtu.be

[6] https://milaap.org/fundraisers/help-meer-to-support-healthcare-heroes
[5] https://extra.ie/2020/05/31/news/irish-news/im-so-stressed-i-cant-sleep-healthcare-worker-forced-to-sleep-in-car
[5] https://doctoora.com/

Top URLs in Tweet in G1:
[14] https://economictimes.indiatimes.com/industry/healthcare/biotech/healthcare/india-acted-as-pharmacy-of-the-world-in-response-to-coronavirus-ministry-of-external-affairs/articleshow/76074076.cms
[9] https://twitter.com/jpm25/status/1266830912999710725
[3] https://twitter.com/peterdaou/status/1267045856156532737
[2] https://www.cnbctv18.com/healthcare/pfizer-ceo-says-covid-19-vaccine-could-be-ready-by-october-says-report-6028311.htm
[2] https://www.analyticsinsight.net/understanding-importance-leveraging-data-intelligence-across-healthcare-industry/
[2] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.tmj4.com%2Fsports%2Fbasketball%2Fmilwaukee-bucks%2Fgiannis-partners-with-ready-water-donates-34-000-bottles-of-water-to-mps-and-healthcare-workers&ct=ga&cd=CAIyGjYwODY5OWEzNDExMTE5Mjg6Y29tOmVuOlVT&usg=AFQjCNGuoxhlCqsFvHV8F9zfsOSkVAeugQ&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/us-news/2020/may/29/us-healthcare-workers-who-died-from-covid-19-nurses-security-guards-technicians-transporters?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1590752511
[2] https://insight.fyldecoastccgs.nhs.uk/view.php?id=43805&utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=COVID-19+survey+-+May+2020
[2] https://www.youtube.com/watch?v=Zb645JaiR3k

[2] https://twitter.com/alexedelman/status/1266849559575175170

Top URLs in Tweet in G2:
[1] https://www.narendramodi.in/vikasyatra/articledetail/health-for-all/jaan-hai-to-jahaan-hai-status-of-health-in-india-549936
[1] https://www.dqindia.com/cloud-based-card-issuance-solutions-benefit-indian-businesses/
[1] https://m.economictimes.com/small-biz/startups/features/birth-of-new-ideas-opportunities-for-startups-in-a-time-of-crisis/articleshow/76104172.cms
[1] https://timesofindia.indiatimes.com/india/agriculture-to-defence-pm-modi-shares-vision-to-boost-key-sectors/articleshow/76108263.cms
[1] https://twitter.com/CMOGuj/status/1266233309924745216
[1] https://twitter.com/narendramodi/status/1267045786539319299
[1] https://twitter.com/Runjhunsharmas/status/1266047141283106817

Top URLs in Tweet in G3:
[1] https://achyutasamanta.com/blog/nurses-are-the-coronavirus-heroes/
[1] https://twitter.com/achyuta_samanta/status/1267032155902709760

Top URLs in Tweet in G4:
[2] https://www.nationalreview.com/news/a-years-worth-of-suicide-attempts-in-the-last-four-weeks-california-doctor-calls-for-end-to-lockdown/?fbclid=IwAR3U7l0LHew4esWpVn6jrQdmS7KSYlXOmXTswWMestU8pEh4Zorb6Ix15uk
[2] https://www.whitehouse.gov/briefings-statements/readout-vice-presidents-call-summer-camp-owners-operators/?utm_source=twitter
[1] https://twitter.com/jduffyrice/status/1265957718260690944
[1] http://45.wh.gov/x19mkg
[1] http://about.instagram.com/find-more-to-heart?ref=twitter
[1] https://www.bebee.com/producer/@brian-mckenzie/red-pills-for-healthcare
[1] https://www.businessinsider.com/us-ranks-27th-for-healthcare-and-education-2018-9
[1] https://twitter.com/JosephSakran/status/1266297650665541633

Top URLs in Tweet in G6:
[1] https://twitter.com/datdamnshorty/status/1266943080265023488

Top URLs in Tweet in G8:
[1] https://www.courier-journal.com/story/opinion/2020/05/28/mitch-mcconnell-used-trump-senators-kentucky-his-financial-gain/5269921002/

Top URLs in Tweet in G9:
[1] http://tinyurl.com/DefendTDL10

Top Domains
Top Domains in Tweet in Entire Graph:
[193] twitter.com
[33] co.uk
[26] indiatimes.com
[24] bit.ly
[24] youtube.com
[19] thehill.com
[14] blogspot.com
[14] careerarc.com
[14] geo.tv
[11] sadhguru.org

Top Domains in Tweet in G1:
[69] twitter.com
[17] co.uk
[15] indiatimes.com
[14] careerarc.com
[8] thehill.com
[8] ziftsolutions.com
[7] youtube.com
[4] cnbctv18.com
[4] linkedin.com
[4] rockymountainhospitalforchildren.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] narendramodi.in
[1] dqindia.com
[1] economictimes.com
[1] indiatimes.com

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

Top Domains in Tweet in G4:
[2] twitter.com
[2] nationalreview.com
[2] whitehouse.gov
[1] wh.gov
[1] instagram.com
[1] bebee.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[1] courier-journal.com

Top Domains in Tweet in G9:
[1] tinyurl.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] covid19
[293] healthcare
[272] odisha
[155] kiit
[155] kiss
[124] kiitkissfightscovid19
[60] coronavirus
[54] मंगलपांडेयको_भगाओ
[36] wearetired
[35] health



Top Hashtags in Tweet in G1:
[79] healthcare
[72] kiit
[72] kiss
[72] odisha
[71] kiitkissfightscovid19
[19] covid19
[18] health
[16] coronavirus
[8] blacklivesmatter
[7] kiitcompengg

Top Hashtags in Tweet in G2:
[10] covid19
[9] pharmacist_demand_service_cadre
[5] startups
[3] mannkibaat
[3] pharmacists
[3] pharmacist_cadre
[2] hms
[2] modiworstpmever
[1] bpopromotionscheme
[1] indiafightscorona

Top Hashtags in Tweet in G3:
[166] odisha
[49] kiit
[49] kiss
[38] kiitkissfightscovid19
[5] kiituniversity
[2] bandra
[2] gcpawards
[1] kandhamalfightscorona
[1] odishacares
[1] kiitpolytechnic

Top Hashtags in Tweet in G4:
[16] conservative
[8] covid19
[6] impotus
[6] trumphasnoplan
[4] ga7
[4] transitiontobiden
[4] votebidentosaveamerica
[3] votebluetoendthisnightmare
[2] presidementia
[2] flipthehouse

Top Hashtags in Tweet in G5:
[13] covid19
[1] healthcare
[1] america
[1] usaisfuckedaf

Top Hashtags in Tweet in G7:
[130] covid19

Top Hashtags in Tweet in G8:
[22] gojoe
[1] gop
[1] oustoligarchs
[1] richmitch

Top Hashtags in Tweet in G9:
[2] tdl10
[1] healthnotwealth

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:
[433] healthcare
[90] government
[83] working
[83] infrastructure
[82] support
[79] #healthcare
[79] provide
[72] #kiit
[72] #kiss
[72] #odisha

Top Words in Tweet in G2:
[504] healthcare
[484] narendramodi
[437] ayushman
[437] bharat
[435] scheme
[433] over
[432] interesting
[432] details
[432] largest
[430] world's

Top Words in Tweet in G3:
[223] covid
[223] hospital
[222] achyuta_samanta
[214] largest
[214] standalone
[214] set
[166] #odisha
[116] 1st
[112] kims_pbmh
[112] state

Top Words in Tweet in G4:
[121] healthcare
[73] realdonaldtrump
[31] aoc
[27] need
[26] president
[25] plan
[24] people
[20] health
[20] congress
[20] stand

Top Words in Tweet in G5:
[203] healthcare
[179] jpm25
[168] worker
[156] covid
[156] tests
[155] wife
[155] gotten
[155] 19
[155] over
[155] last

Top Words in Tweet in G6:
[144] period
[144] healthcare
[144] providers
[143] protestors
[143] covid
[143] 19
[143] 14
[143] day
[143] incubation
[143] start

Top Words in Tweet in G7:
[260] aiims
[132] healthcare
[131] runjhunsharmas
[130] over
[130] 50
[130] staff
[130] tested
[130] #covid19
[130] ve
[130] 48

Top Words in Tweet in G8:
[105] go
[104] unemployed
[91] anti
[56] healthcare
[53] waltshaub
[52] 40
[52] million
[52] low
[52] paid
[52] americans

Top Words in Tweet in G9:
[109] spot
[109] pattern
[109] lockdown
[109] weeks
[109] late
[109] unhindered
[109] international
[109] air
[109] travel
[109] reliance

Top Words in Tweet in G10:
[2] rev11_5
[2] __helicon__
[2] orna_verum
[2] pro
[2] healthcare
[2] virus
[2] people

Top Word Pairs
Top Word Pairs in Tweet in G2:
[72] ayushman,bharat
[72] healthcare,scheme
[72] interesting,details
[72] largest,healthcare
[72] details,ayushman
[72] bharat,world's
[72] world's,largest
[72] scheme,positively
[72] positively,impacted
[71] impacted,over

Top Word Pairs in Tweet in G3:
[437] covid,hospital
[435] largest,standalone
[432] standalone,covid
[432] 1st,largest
[430] hospital,500
[430] 500,beds
[430] beds,50
[430] 50,icu
[430] icu,set
[430] set,#odisha

Top Word Pairs in Tweet in G4:
[223] hice,need
[214] need,men
[214] men,women
[109] women,congress
[109] congress,stand
[109] stand,#conservative
[109] #conservative,values
[109] values,defend
[109] defend,president
[107] president,fight

Top Word Pairs in Tweet in G5:
[16] healthcare,worker
[16] wife,healthcare
[16] worker,gotten
[16] gotten,covid
[16] covid,19
[16] 19,tests
[16] tests,over
[16] over,last
[16] last,months
[16] months,bill

Top Word Pairs in Tweet in G6:
[168] protestors,covid
[155] covid,19
[155] 19,14
[155] 14,day
[155] day,incubation
[155] incubation,period
[155] period,start
[155] start,seeing
[155] seeing,signs
[155] signs,illness

Top Word Pairs in Tweet in G7:
[143] over,50
[143] 50,healthcare
[143] healthcare,staff
[143] staff,aiims
[143] aiims,tested
[143] tested,#covid19
[143] #covid19,ve
[143] ve,48
[143] 48,hours
[143] hours,aiims

Top Word Pairs in Tweet in G8:
[130] 40,million
[130] million,unemployed
[130] unemployed,unemployed
[130] unemployed,low
[130] low,paid
[130] paid,americans
[130] americans,go
[130] go,without
[130] without,healthcare
[130] healthcare,people

Top Word Pairs in Tweet in G9:
[52] spot,pattern
[52] pattern,lockdown
[52] lockdown,weeks
[52] weeks,late
[52] late,unhindered
[52] unhindered,international
[52] international,air
[52] air,travel
[52] travel,reliance
[52] reliance,self

Top Word Pairs in Tweet in G10:

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jpm25
@tiwasavage
@nygovcuomo
@aoc
@narendramodi
@teamtrump
@foxnews
@cnn
@laurelworlds

Top Replied-To in G2:
@narendramodi
@sahiljoshii

Top Replied-To in G3:
@achyuta_samanta
@kissfoundation
@umasankarbehe16
@rsprasad
@sasmita95449241
@satyabratasat18
@lijasardar

Top Replied-To in G4:
@realdonaldtrump
@aoc
@teamtrump
@dbongino
@whitehouse
@werelied
@mike_pence
@richforga
@doctorcherokee
@pasjc2001

Top Replied-To in G5:
@jpm25
@martijnkriens
@ddowell327
@dylan20

Top Replied-To in G7:
@runjhunsharmas

Top Replied-To in G8:
@whistle85857739
@dovewoman1
@senatemajldr

Top Replied-To in G10:
@odktiger
@snowleopards12

Top Mentioned
Top Mentioned in Entire Graph:
@narendramodi
@achyuta_samanta
@jpm25
@notgeauxgabby
@runjhunsharmas
@kims_pbmh
@mattprescott
@kims
@holly_wv
@polaristic

Top Mentioned in G1:
@dukenus
@tav_assoli
@shrstraker
@norouzbazaar
@mkushwaha266
@priti_seth1918
@catalyst4fitnes
@datamagnetics
@pairsonnalitesa

Top Mentioned in G2:
@narendramodi
@bjpbiplab
@drharshvardhan
@jthakers
@omkar_raii
@pintupa34293729
@vijayrupanibjp
@ankurkapadiya3
@apmbjp
@iyc

Top Mentioned in G3:
@achyuta_samanta
@kims_pbmh
@kims
@kissfoundation
@kimspbmh
@kiituniversity
@arunkum48698786
@drharshvardhan
@rajalakshmisat5
@pkmkiit

Top Mentioned in G4:
@realdonaldtrump
@aoc
@terigright
@richforga
@whitehouse
@dbongino
@markdice
@wdunlap
@twitter
@gtconway3d

Top Mentioned in G5:
@jpm25
@drericding
@justinahorwitz
@anderhardt
@bbaker100
@jaywhittaker1
@profgalloway
@kelsomatic
@ddowell327
@abenmbarek

Top Mentioned in G6:
@notgeauxgabby
@_kami08

Top Mentioned in G7:
@runjhunsharmas
@shibuvarkey_dr

Top Mentioned in G8:
@waltshaub
@schnd
@senatemajldr
@gop
@themedillian
@jk67joan
@lindseygrahamsc
@lisamurkowski
@susancollins
@greensat1

Top Mentioned in G9:
@mattprescott
@sisyphusa
@iwgb_clb

Top Mentioned in G10:
@rev11_5
@__helicon__
@orna_verum
@runtowin92427
@jools6691
@leeperdig
@andrewrchapman
@trump_resis
@realanondouche
@andyguy

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sectest9
@detikcom
@pairsonnalitesu
@pairsonnalitesa
@edinburghwatch
@marciojmsilva
@innovativehindu
@sharneal
@threadreaderapp

Top Tweeters in G1:
@pairsonnalitesu
@pairsonnalitesa
@davidjones720
@toicitiesnews
@guardian
@celebritykimdot
@catalyst4fitnes
@likklebitch_
@newsfilterio
@grauniad_news

Top Tweeters in G2:
@innovativehindu
@n2r3ndr2
@modifidbhaaarat
@jainpankajkasan
@champ4561
@wadakashiho
@ibsharmak
@ravikan03251268
@gvnair91
@dewbispeaks

Top Tweeters in G3:
@timmynolie
@undp
@arvindkejriwal
@drharshvardhan
@msisodia
@subhaka50507712
@saptagiriulaka
@swati_ranjan_
@cmo_odisha
@pypayurved

Top Tweeters in G4:
@cnbc
@gracerohlf
@jwomack
@jhaamit91
@rnlynn1958
@boxersforlife
@mccunecicki
@countken1
@cmpimental
@kjblackhawk

Top Tweeters in G5:
@ungubunugu1274
@pinkpicg
@reneevoicebrand
@tim_brannigan
@boeufblogginon
@fahyhallowell
@stevie_bro
@bendapp
@pensioenspook
@neuroeco

Top Tweeters in G6:
@nahfam__
@notgeauxgabby
@wordsonice
@_katianaxx
@jirafranklin
@keelectric_lady
@unclekojo1
@brit_empress
@kurenai240
@muneezashah

Top Tweeters in G7:
@colkt
@manavnautiya
@satyasaarthi
@nixxin
@sharfu8teen
@sas_singh
@naattuvarthakal
@humor_donor
@yogeeii
@shailendra8273

Top Tweeters in G8:
@joannecangal
@dovewoman1
@henrygalvin88
@nitenitemelissa
@teka21bat
@moscow_a_lago
@memeburk
@momrovin
@tomcox60
@cliveboyce77

Top Tweeters in G9:
@childofalba
@callmemonow
@sandrahalifax
@justthevax
@blondiesa
@ronague
@miftyjackson
@zidanesboots
@linda62lowe
@atomicsmiles

Top Tweeters in G10:
@eschertology
@thegod_particle
@mikecannytalk
@andyguy
@tertiusiii
@orna_verum
@malo_j
@takethatepi
@rjmx
@rholftroy