PPE, Twitter, 1/15/2021 12:24:02 PM, 245662


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PPE_2021-01-15_01-17-49.xlsx
PPE_2021-01-15_01-17-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2021
Short Description:
PPE via NodeXL https://bit.ly/3bIXCdw
@technicallyron
@trackntracer
@angelarayner
@jon_trickett
@drrosena
@borisjohnson
@bbcnews
@matthancock
@nurses_united
@jonescitizen1

Top hashtags:
#ppe
#kdppe
#perthtanapon
#covid19
#บอกโลกให้รู้ว่ากูรักมึง
#schoolmeals

Description:
Description
The graph represents a network of 8,915 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 09:26 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 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, 1-hour, 11-minute period from Tuesday, 12 January 2021 at 12:37 UTC to Thursday, 14 January 2021 at 13:49 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 : 8915
Unique Edges : 5120
Edges With Duplicates : 11453
Total Edges : 16573
Number of Edge Types : 5
Retweet : 5098
MentionsInRetweet : 6376
Mentions : 2164
Tweet : 1517
Replies to : 1418
Self-Loops : 1538
Reciprocated Vertex Pair Ratio : 0.0149530670159354
Reciprocated Edge Ratio : 0.0294655339283794
Connected Components : 1533
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 3149
Maximum Edges in a Connected Component : 7076
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.565898
Graph Density : 0.000117015197630351
Modularity : 0.563695
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,915 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 09:26 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 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, 1-hour, 11-minute period from Tuesday, 12 January 2021 at 12:37 UTC to Thursday, 14 January 2021 at 13:49 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 : PPE
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:
[153] https://www.youtube.com/watch?v=7Qr5JqmqNB8&feature=youtu.be

[72] https://www.chartwellscanhelp.com/#intro
[14] https://www.union-news.co.uk/gmb-demands-all-nhs-and-social-care-workers-are-given-full-access-to-ppe/
[8] https://bylinetimes.com/2020/11/05/uk-government-buys-ppe-uyghur-muslims-chinese-labour-programme/
[8] https://www.bma.org.uk/news-and-opinion/call-for-enhanced-ppe
[7] https://www.youtube.com/watch?v=3BCMYRS8wQo&feature=youtu.be

[7] https://ppe-for-usa.com/Made-In-USA-N95-Box-of-25-Face-Masks-for-Consumers-p266110077
[6] http://Wubands.com
[6] https://www.bbc.co.uk/news/health-55537624
[5] https://www.gmb.org.uk/news/proper-ppe-health-social-care-workers

Top URLs in Tweet in G1:
[14] https://www.union-news.co.uk/gmb-demands-all-nhs-and-social-care-workers-are-given-full-access-to-ppe/
[7] https://www.bma.org.uk/news-and-opinion/call-for-enhanced-ppe
[5] https://www.gmb.org.uk/news/proper-ppe-health-social-care-workers
[4] https://twitter.com/nurses_united/status/1349073850085072898
[4] https://www.chartwellscanhelp.com/
[3] https://www.bbc.co.uk/news/health-55537624
[2] https://www.bmj.com/content/372/bmj.n30
[2] https://www.nao.org.uk/press-release/investigation-into-government-procurement-during-the-covid-19-pandemic/
[2] https://www.thelondoneconomic.com/news/thousands-of-people-will-die-unnecessarily-unless-health-and-social-care-workers-given-proper-ppe/12/01/#.X_7iQGsUMO0.twitter
[2] https://www.telegraph.co.uk/news/2020/12/18/thousands-shipping-containers-surplus-ppe-moved-railway-station/

Top URLs in Tweet in G2:
[3] https://amruthatechnologies.blogspot.com/2020/08/covid-19-and-great-reset-for.html#more
[2] https://questions-statements.parliament.uk/written-questions/detail/2021-01-06/134017
[2] https://twitter.com/marcusrashford/status/1348749702729244679
[2] https://twitter.com/leylajosephine1/status/1348637395760115712
[2] https://podcasts.apple.com/us/podcast/survive-thrive/id1544853970?i=1000505090365
[2] https://concinnityus.com/perspectives
[2] https://familyreadypack.org/product/mask-box-single-adult/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://twitter.com/TimesLIVE/status/1349052919472140291
[2] https://www.edvantage.ca/?utm_source=social_media&utm_medium=affiliate&utm_campaign=edvantage_generic&utm_content=english
[2] http://www.doyourbit-nenc.co.uk/flu

Top URLs in Tweet in G3:
[1] https://twitter.com/benjolly9/status/1349498455236947972

Top URLs in Tweet in G5:
[7] https://www.youtube.com/watch?v=3BCMYRS8wQo&feature=youtu.be

[4] https://m.weibo.cn/status/4593314471090524?
[2] https://www.daradaily.com/news/95848/read
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100256918708182%2Fposts%2F106480248085849%2F
[2] https://allareaentertainment.com/archives/38823
[2] https://myss.mistine.co.th/eventdetail.php?event_id=38&tw
[2] https://www.youtube.com/watch?v=9q1uDTIPxNc&feature=youtu.be

[1] https://twitter.com/Gonghive24/status/1349710490491002880
[1] https://twitter.com/majorgroup/status/1349597183134240772
[1] https://twitter.com/athchannel/status/1349648541895913474

Top URLs in Tweet in G6:
[1] https://twitter.com/thattimwalker/status/1349283748613910530

Top URLs in Tweet in G7:
[2] https://twitter.com/sonali_db/status/1349673250519977990
[1] https://twitter.com/Union_NewsUK/status/1349642685896941569

Top URLs in Tweet in G8:
[5] https://petition.parliament.uk/petitions/566718
[2] https://www.nursesunited.org.uk/stories/frontline-nhs-workers-demand-better-ppe/
[1] https://twitter.com/thebma/status/1349424978140291079
[1] https://twitter.com/grantshapps/status/1349491695545692179
[1] https://www.cityam.com/pwc-bags-2-5m-government-contract-to-oversee-ppe-audit/
[1] https://twitter.com/danny__kruger/status/1349307244685520897
[1] https://www.ft.com/content/f88cd6ca-bc61-4023-944d-908d96307b0a

Top URLs in Tweet in G9:
[1] https://twitter.com/alstanata/status/1349047478843281410

Top Domains
Top Domains in Tweet in Entire Graph:
[291] twitter.com
[174] youtube.com
[115] co.uk
[76] chartwellscanhelp.com
[31] org.uk
[22] marketserengeti.com
[14] gov.uk
[10] co.jp
[10] bylinetimes.com
[10] parliament.uk

Top Domains in Tweet in G1:
[32] twitter.com
[25] co.uk
[15] org.uk
[4] chartwellscanhelp.com
[3] theguardian.com
[3] thelondoneconomic.com
[2] bmj.com
[2] youtube.com
[2] gov.uk
[1] personneltoday.com

Top Domains in Tweet in G2:
[88] twitter.com
[27] co.uk
[6] blogspot.com
[5] gov.uk
[3] google.com
[3] youtube.com
[2] parliament.uk
[2] peing.net
[2] apple.com
[2] concinnityus.com

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

Top Domains in Tweet in G5:
[11] youtube.com
[8] twitter.com
[4] weibo.cn
[3] facebook.com
[2] daradaily.com
[2] allareaentertainment.com
[2] co.th
[1] thestarsociety.net
[1] gmm-tv.com
[1] wom-ent.com

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

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

Top Domains in Tweet in G8:
[5] parliament.uk
[3] twitter.com
[2] org.uk
[1] cityam.com
[1] ft.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[356] ppe
[270] kdppe
[239] perthtanapon
[170] covid19
[43] บอกโลกให้รู้ว่ากูรักมึง
[37] schoolmeals
[37] labourparty
[36] covid
[30] telltheworldiloveyou
[29] bbrightvc



Top Hashtags in Tweet in G1:
[46] ppe
[18] protectthefrontline
[14] covid19
[10] nhs
[5] johnsonout
[5] johnsonhasfailed
[5] torycorruption
[5] torylies
[4] chumsfund
[4] vaccinations

Top Hashtags in Tweet in G2:
[80] ppe
[25] covid19
[9] covid
[7] facemasks
[7] nhs
[7] electrical
[6] safety
[6] masks
[6] personalprotectiveequipment
[6] mfg

Top Hashtags in Tweet in G4:
[1] cleanerjugafrontliner

Top Hashtags in Tweet in G5:
[270] kdppe
[239] perthtanapon
[43] บอกโลกให้รู้ว่ากูรักมึง
[30] telltheworldiloveyou
[29] bbrightvc
[25] bb0un
[19] บาสเด็กอ้วนที่แท้จริง
[18] q6บอกโลกperthbas
[12] บุ๋นเปรม
[11] 300ล้าน

Top Hashtags in Tweet in G6:
[29] schoolmeals
[3] politicslive
[1] ppe
[1] test
[1] chumocracy
[1] johnson
[1] marcusrashford
[1] factcheck

Top Hashtags in Tweet in G7:
[4] manifesto2019
[1] ppe

Top Hashtags in Tweet in G8:
[28] ppe
[26] covid19
[7] thunderclapforcarers
[4] closenurseriesnow
[3] tory
[2] savelives
[2] londonpandemic
[2] lockdown3
[1] protectstaffnow

Top Hashtags in Tweet in G10:
[1] corrupt
[1] foodparcels
[1] ppe
[1] testandtrace
[1] gtto

Top Words
Top Words in Tweet in Entire Graph:
[5146] ppe
[1059] ok
[910] gave
[701] covid
[678] work
[633] test
[605] tory
[556] go
[554] next
[535] without

Top Words in Tweet in G1:
[427] ppe
[149] trace
[139] track
[137] staff
[101] nhs
[92] contracts
[89] care
[86] health
[75] matthancock
[69] given

Top Words in Tweet in G2:
[419] ppe
[80] #ppe
[69] covid
[56] more
[48] full
[43] gue
[40] people
[35] staff
[35] 19
[34] masks

Top Words in Tweet in G3:
[821] gave
[821] ok
[421] ppe
[413] contract
[412] friend
[412] go
[412] bad
[412] test
[410] next
[409] technicallyron

Top Words in Tweet in G4:
[405] ppe
[404] hospital
[404] cleaners
[404] forced
[404] reuse
[404] suits
[404] work
[404] overtime
[404] without
[404] getting

Top Words in Tweet in G5:
[288] ร
[270] #kdppe
[239] #perthtanapon
[219] น
[190] perthppe
[176] ก
[149] ง
[149] ม
[149] ว
[132] ส

Top Words in Tweet in G6:
[188] private
[187] free
[160] inadequate
[160] angelarayner
[159] companies
[158] kids
[158] left
[158] hungry
[158] line
[158] pockets

Top Words in Tweet in G7:
[195] ppe
[184] jon_trickett
[182] demand
[181] better
[180] appalling
[180] doctors
[180] airprort
[180] cv19
[180] tests
[180] delayed

Top Words in Tweet in G8:
[156] audits
[87] ppe
[78] nurses_united
[78] pwc
[78] delivered
[78] dud
[78] bhs
[78] connaught
[78] redcentric
[78] elsewhere

Top Words in Tweet in G9:
[368] trying
[188] ppe
[184] see
[184] barker
[184] hands
[184] vaccine
[184] make
[184] few
[184] millions
[184] fraud

Top Words in Tweet in G10:
[361] tory
[361] donors
[184] ppe
[180] special
[180] treatment
[180] housing
[180] developments
[180] saving
[180] millions
[180] vip

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[456] ppe,contract
[454] ppe,suits
[441] contract,friend
[438] gave,ppe
[438] friend,ok
[438] ok,go
[438] go,bad
[436] next,gave
[435] bad,ok
[435] ok,next

Top Word Pairs in Tweet in G1:
[125] track,trace
[46] nhs,staff
[38] wasted,billions
[33] millions,donors
[33] inadequate,ppe
[32] davidshukmanbbc,bbcnews
[32] tories,given
[32] given,millions
[32] donors,contracts
[32] contracts,ve

Top Word Pairs in Tweet in G2:
[30] covid,19
[30] full,ppe
[11] personal,protective
[10] protective,equipment
[9] wearing,ppe
[9] series,ini
[8] proper,ppe
[8] ppe,contracts
[8] pakai,ppe
[8] face,masks

Top Word Pairs in Tweet in G3:
[412] contract,friend
[411] ppe,contract
[411] friend,ok
[411] ok,go
[411] go,bad
[410] gave,ppe
[410] bad,ok
[410] ok,next
[410] next,gave
[410] gave,test

Top Word Pairs in Tweet in G4:
[404] hospital,cleaners
[404] cleaners,forced
[404] forced,reuse
[404] reuse,ppe
[404] ppe,suits
[404] suits,work
[404] work,overtime
[404] overtime,without
[404] without,getting
[404] getting,paid

Top Word Pairs in Tweet in G5:
[210] #kdppe,#perthtanapon
[108] handsome,love
[108] love,perthppe
[108] perthppe,knock
[108] knock,dm
[108] dm,wrong
[108] wrong,wanna
[108] wanna,share
[108] share,ppe
[108] ppe,style

Top Word Pairs in Tweet in G6:
[159] private,companies
[158] kids,left
[158] left,hungry
[158] hungry,private
[158] companies,line
[158] line,pockets
[158] pockets,profiteer
[158] profiteer,inadequate
[158] inadequate,free
[158] free,school

Top Word Pairs in Tweet in G7:
[181] better,ppe
[180] appalling,doctors
[180] doctors,demand
[180] demand,better
[180] ppe,airprort
[180] airprort,cv19
[180] cv19,tests
[180] tests,delayed
[180] delayed,another
[180] another,week

Top Word Pairs in Tweet in G8:
[78] pwc,delivered
[78] delivered,dud
[78] dud,audits
[78] audits,bhs
[78] bhs,connaught
[78] connaught,redcentric
[78] redcentric,elsewhere
[78] elsewhere,routinely
[78] routinely,slated
[78] slated,regulator

Top Word Pairs in Tweet in G9:
[184] see,barker
[184] barker,trying
[184] trying,hands
[184] hands,vaccine
[184] vaccine,trying
[184] trying,make
[184] make,few
[184] few,millions
[184] millions,ppe
[184] ppe,fraud

Top Word Pairs in Tweet in G10:
[361] tory,donors
[180] donors,special
[180] special,treatment
[180] treatment,housing
[180] housing,developments
[180] developments,saving
[180] saving,millions
[180] millions,tory
[180] donors,vip
[180] vip,access

Top Replied-To
Top Replied-To in Entire Graph:
@douglas4moray
@ppe_ppo
@conservatives
@co_ppe_pan_
@trk__ppe
@markwoo23664463
@gmb
@xboxpl
@mikegbaines
@profsarahj

Top Replied-To in G1:
@markwoo23664463
@gmb
@borisjohnson
@keir_starmer
@bbcnews
@liseylox
@the_tpa
@shewore
@juliahb1
@marcusrashford

Top Replied-To in G3:
@ianrobo1
@ezzascfc1983
@cadoret
@tomfurness2
@kickarsehd
@nw2jay

Top Replied-To in G5:
@ing__ppe
@perthppe
@niyach_ppe
@bompaphada
@gonghive24
@dasingerbambam
@bplannnnn
@telltheworldilu
@minemine_photo
@a_shreya1600

Top Replied-To in G6:
@angelarayner
@polnyypesets
@ellathehassall
@isslater
@rachelreevesmp

Top Replied-To in G7:
@jon_trickett
@morganpaulett
@mork_23

Top Replied-To in G8:
@guardian
@johnseers
@duggmeister
@c19safeandequal
@janemerrick23
@theousherwood
@paulbranditv
@vixxylixxy
@uklabour
@robbi_k_

Top Mentioned
Top Mentioned in Entire Graph:
@technicallyron
@notsoaidil
@jon_trickett
@drrosena
@lumkojohnson
@perthppe
@angelarayner
@scheafferoo
@enako_cos
@influenzer3

Top Mentioned in G1:
@matthancock
@thebma
@bbcnews
@borisjohnson
@davidshukmanbbc
@chartwells_uk
@wesstreeting
@piersmorgan
@mjb302
@theda_uk

Top Mentioned in G2:
@no_ri_ppe_
@clairejmc_
@marialisella
@italyhightech
@theonlypeterkay
@ripclearusa
@myshield_jp

Top Mentioned in G3:
@technicallyron
@mancman10
@randomscouser85
@tomfurness2
@arsenesglasses_
@clockendsniper
@nw2jay
@wesstreeting

Top Mentioned in G4:
@notsoaidil
@f4kr0ls00d

Top Mentioned in G5:
@perthppe
@kdppestyle
@telltheworldilu
@bplannnnn
@gonghive24
@loveppe2003
@khunp_photo
@bowppe
@athchannel
@bbrightvc

Top Mentioned in G6:
@angelarayner
@richardnewby3
@rachelreevesmp
@technicallyron
@chessma00098352
@vintiquesmark
@daveburns422
@wesstreeting
@glaikitgit
@ellathehassall

Top Mentioned in G7:
@jon_trickett
@toryfibs
@theleftbible
@scotland_ewan
@bcgray
@technicallyron
@tenfootpaul
@morganpaulett
@thebma
@almightymat

Top Mentioned in G8:
@nurses_united
@premnsikka
@robbi_k_
@jewel_thin
@uklabour
@guardian
@zizoudescartes
@jimmymac2007
@paulmasonnews
@jon_trickett

Top Mentioned in G9:
@lumkojohnson
@avbobsa

Top Mentioned in G10:
@drrosena
@angelarayner
@premnsikka
@enprimeurlefty
@jon_trickett
@technicallyron

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@virginmedia
@angelus_0923
@tesco
@s9tmt
@vivacoid
@roblwilson
@independent
@serendipitysays
@crweworld

Top Tweeters in G1:
@tesco
@serendipitysays
@porridgeisgood
@sandradunn1955
@mckinlay_liz
@jbwhitesnake
@viralvideovlogs
@ollieglanvill
@skynews
@bbcnews

Top Tweeters in G2:
@crweworld
@eurekamag
@davidpuma
@alresfordbear
@frackhazreveal
@jacanews
@worldnewstweet_
@misslesegos
@scfcjosh96
@sygoflyy

Top Tweeters in G3:
@tighnacoille
@catwoman1979
@manatrue
@jpofgwynedd
@mancman10
@shirleyyoung2
@kelownascott
@ianrobo1
@shonatiger
@justthevax

Top Tweeters in G4:
@jyuhoonie
@do_sarang
@zaliyana
@_ehezal
@ierasairi
@lvfiee
@ammxr_z
@iwaaaaannn
@hidayatulnajwa7
@_minfood

Top Tweeters in G5:
@noonathty
@js100radio
@bumbimknok
@schinarat
@okorinbos
@bucketapple
@paenggggpun
@makemeproud17
@boonzoonlee
@tkmmtrigon

Top Tweeters in G6:
@spanishdan1
@magapanthus
@marypcbuk
@andyc2311
@ellih53
@vintiquesmark
@__iamsimo
@rachelmann123
@mickryder5
@bitgit

Top Tweeters in G7:
@s9tmt
@thefabledaesop
@otivar55
@j_sutherland2
@paladine
@paulrogers002
@carolehope2
@gaznorris15
@cleggy261
@parsifel43

Top Tweeters in G8:
@sainsburys
@guardian
@shirleymcbrinn
@washingtonpost
@daphne_miles
@paul_trembath
@philmorandi
@moiraewesfulone
@unsnuk
@wavetop

Top Tweeters in G9:
@zeeright
@joan_mg
@ati_makwati
@chrisgthegoat_
@portia_kl
@mandykinzz
@entle_h
@_sibongile_s
@vivaciosness
@lwazisomya

Top Tweeters in G10:
@euethnic
@idontmind64
@zuperpie
@seusssl
@robinpaulinman
@gilliangn
@hardcandym
@lindenlyn
@alba6363
@lawloreajlawlor


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