PPE, Twitter, 6/2/2020 7:44:27 PM, 228694


FAQ | Problem?

PPE_2020-06-02_01-55-52.xlsx
PPE_2020-06-02_01-55-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
PPE via NodeXL https://bit.ly/2U2QIWY
@beyabean
@richardburgon
@caissie
@martinmurphy001
@matthancock
@mattprescott
@borisjohnson
@meenaharris
@lucystonenow
@uronlinecourage

Top hashtags:
#ppe
#พกเเดนส์เหมือนมีเพิร์ธ
#covid19
#lbc2onedaytrip
#perthtanapon
#kdppe

Description:
Description
The graph represents a network of 6,458 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 Tuesday, 02 June 2020 at 08:57 UTC.

The requested start date was Tuesday, 02 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 1-day, 0-hour, 18-minute period from Sunday, 31 May 2020 at 11:54 UTC to Monday, 01 June 2020 at 12:12 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 : 6458
Unique Edges : 3185
Edges With Duplicates : 8674
Total Edges : 11859
Number of Edge Types : 5
Retweet : 4055
MentionsInRetweet : 4937
Mentions : 1408
Tweet : 871
Replies to : 588
Self-Loops : 933
Reciprocated Vertex Pair Ratio : 0.00799016594960049
Reciprocated Edge Ratio : 0.0158536585365854
Connected Components : 947
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 1185
Maximum Edges in a Connected Component : 2388
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.306462
Graph Density : 0.000157316766854585
Modularity : 0.568235
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,458 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 Tuesday, 02 June 2020 at 08:57 UTC.

The requested start date was Tuesday, 02 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 1-day, 0-hour, 18-minute period from Sunday, 31 May 2020 at 11:54 UTC to Monday, 01 June 2020 at 12:12 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:
[37] https://romanoskybblog.blogspot.com/2019/12/competency-of-managers-of-lloyds.html?m=1
[17] https://metro.co.uk/2020/04/21/nhs-worker-suspended-refusing-work-coronavirus-ward-without-proper-ppe-12588473/?ito=article.amp.share.top.twitter
[11] https://change.org/justiceforBelly
[10] https://twitter.com/kevinhollinrake/status/1267132617704513542
[5] https://www.youtube.com/watch?v=14Ygl2DiUdQ&feature=youtu.be

[5] https://www.independent.co.uk/news/health/coronavirus-care-homes-social-care-directors-infection-ppe-a9540616.html
[4] https://stempunkwear.com/product-category/masks/
[4] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_tw
[3] https://www.khaleejtimes.com/coronavirus-pandemic/combating-coronavirus-vending-machines-at-dubai-airport-to-dispense-ppe-kits-for-dh6?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.khaleejtimes.com/coronavirus-pandemic/combating-coronavirus-vending-machines-at-dubai-airport-to-dispense-ppe-kits

Top URLs in Tweet in G2:
[3] https://twitter.com/kevinhollinrake/status/1267132617704513542
[2] https://twitter.com/zackbornstein/status/1267141940547469312
[2] https://www.hysupplies.net/protective-face-shields
[2] https://www.instagram.com/p/CA5AUYSnrxI/
[2] https://mobilitygenie.ie/
[2] 2
[1] https://www.theguardian.com/commentisfree/2020/may/31/coronavirus-economy-change-pandemic?CMP=Share_iOSApp_Other
[1] https://twitter.com/piersmorgan/status/1266819258069200896
[1] http://macslons-irish-pub-radio.com/html/macslon_s_player.html
[1] https://www.von.gov.ng/covid-19-gynaecologists-donate-ppe-decry-rising-fatalities-among-health-workers/

Top URLs in Tweet in G3:
[1] https://twitter.com/GMB/status/1267384462519738369
[1] https://buff.ly/3drVqW0

Top URLs in Tweet in G4:
[1] https://twitter.com/DrEricDing/status/1267155375150809089

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/world/2020/may/28/government-target-of-200000-covid-19-tests-meaningless
[1] https://twitter.com/jemima_khan/status/1267372237977456641
[1] https://twitter.com/FisherAndrew79/status/1267016741181366272
[1] https://twitter.com/jonjonessnr/status/1266819760936935424

Top URLs in Tweet in G6:
[2] https://www.abplive.com/blog/ppe-is-also-a-crisis-for-women-amid-coronas-crisis
[1] http://lab.tech
[1] https://www.bhaskar.com/local/gujarat/news/the-worlds-first-ppe-kit-for-women-will-also-be-able-to-wear-on-sarees-there-will-be-no-need-to-wait-8-hours-for-a-nature-call-127361655.html
[1] https://twitter.com/kashmiriRefuge/status/1267336889838612480
[1] https://www.firstpost.com/india/reliance-converts-newly-acquired-alok-industries-into-ppe-manufacturer-cuts-costs-to-one-third-8430611.html
[1] https://twitter.com/amritadhawan1/status/1267394240079818752
[1] http://scams.like
[1] https://twitter.com/snkompella/status/1243078316099158016
[1] https://twitter.com/GauravPandhi/status/1267376367043133440
[1] https://www.thehindu.com/news/national/coronavirus-india-to-get-15-million-ppe-kits-from-china/article31336317.ece

Top URLs in Tweet in G7:
[2] https://www.express.co.uk/news/uk/1289718/brexit-news-eu-uk-trade-talks-michel-barnier-david-frost-single-market-spt
[2] https://nypost.com/2020/05/31/mayor-de-blasios-daughter-chiara-arrested-at-manhattan-protest/
[1] https://nursingnotes.co.uk/?p=33727
[1] https://twitter.com/kenklippenstein/status/1266897359516176385?s=20
[1] https://twitter.com/NationalistTV/status/1266430216836186112
[1] https://twitter.com/Penitentgamer/status/1267191149791453187
[1] https://twitter.com/52_humbug/status/1267380504715821057
[1] https://twitter.com/MayorofLondon/status/1267385674589769729
[1] https://twitter.com/darrenplymouth/status/1267331717938937858
[1] https://twitter.com/telbabe/status/1267399482817359874

Top URLs in Tweet in G8:
[1] https://twitter.com/faheemyounus/status/1267105469509840897
[1] https://twitter.com/omar_quraishi/status/1267051863741878272

Top URLs in Tweet in G9:
[2] https://twitter.com/bplannnnn/status/1267401023225843718
[1] https://youtu.be/sN9POJOJI_w

Top URLs in Tweet in G10:
[37] https://romanoskybblog.blogspot.com/2019/12/competency-of-managers-of-lloyds.html?m=1
[3] https://romanoskybblog.blogspot.com/2019/04/rene-zwart-ex-marine-manager-lloyds.html?m=1
[1] https://twitter.com/jdanielferrer/status/1267354221864722434

Top Domains
Top Domains in Tweet in Entire Graph:
[156] twitter.com
[57] co.uk
[41] blogspot.com
[14] change.org
[13] youtube.com
[13] theguardian.com
[11] org.uk
[8] bit.ly
[7] ac.uk
[6] khaleejtimes.com

Top Domains in Tweet in G2:
[47] twitter.com
[13] co.uk
[4] instagram.com
[2] theguardian.com
[2] org.uk
[2] yorkregion.com
[2] linkedin.com
[2] hysupplies.net
[2] youtube.com
[2] mobilitygenie.ie

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

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] theguardian.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] abplive.com
[1] lab.tech
[1] bhaskar.com
[1] firstpost.com
[1] scams.like
[1] thehindu.com

Top Domains in Tweet in G7:
[18] twitter.com
[3] co.uk
[2] nypost.com
[1] theguardian.com
[1] order-order.com

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Domains in Tweet in G10:
[40] blogspot.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[178] ppe
[111] พกเเดนส์เหมือนมีเพิร์ธ
[94] covid19
[62] lbc2onedaytrip
[61] perthtanapon
[60] kdppe
[44] kiitkissfightscovid19
[31] coronavirus
[16] justiceforbellymujinga
[15] nhs



Top Hashtags in Tweet in G2:
[37] ppe
[9] covid19
[5] safety
[3] 刀ステ一挙無料配信
[3] police
[3] staysafe
[3] facemask
[3] faceshield
[3] protection
[2] nhs

Top Hashtags in Tweet in G3:
[2] privatisation
[2] ppe
[1] schoolreopeninguk
[1] secondpeak
[1] covid19uk

Top Hashtags in Tweet in G4:
[1] onpoli

Top Hashtags in Tweet in G5:
[1] kn95
[1] jokegivernment
[1] politicalscience
[1] toriesenemyofthepeople
[1] toriesout

Top Hashtags in Tweet in G6:
[9] we_want_degree_not_death_certificate
[8] लैबटेक्नीशियन
[7] boycottofflinegtuexams
[4] covid19
[4] aatmanirbharbharat
[3] ppe
[2] जोखिमपूर्ण_सैम्पिलग_व_जांचे
[2] कोविड_योद्धा_लैबटैक्नीशियन
[2] dpc
[2] covid_19

Top Hashtags in Tweet in G7:
[3] wokesters
[2] buybritish
[2] breakinginsurrectionnews
[2] wegotyou
[1] sorosfundedriots
[1] fakenewsmedia
[1] enemyofthepeople
[1] doyouwantarevolution
[1] extinctionrebellion
[1] scummedia

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G9:
[109] พกเเดนส์เหมือนมีเพิร์ธ
[61] perthtanapon
[60] lbc2onedaytrip
[60] kdppe
[4] พกแดนส์เหมือนมีเพิร์ธ
[3] พกแดนซ์เหมือนมีเพิร์ธ
[3] 2wish
[2] 700kwithpremspace
[2] lbc2workshopday7
[2] 쇼음악중심

Top Hashtags in Tweet in G10:
[5] cuba
[5] cubana
[1] cubanos
[1] ue
[1] covid19

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:
[1712] came
[858] ppe
[857] enough
[857] masks
[856] beyabean
[856] covid
[856] warning
[856] didn
[856] tests
[856] peaceful

Top Words in Tweet in G2:
[226] ppe
[86] क
[63] न
[57] र
[50] द
[44] ल
[42] स
[37] #ppe
[34] ट
[33] म

Top Words in Tweet in G3:
[230] ppe
[227] care
[225] key
[225] homes
[223] workers
[222] richardburgon
[222] government
[222] lockdown
[221] same
[221] delayed

Top Words in Tweet in G4:
[222] police
[221] wearing
[220] kinda
[220] wild
[220] seeing
[220] pics
[220] many
[220] officers
[220] over
[220] usa

Top Words in Tweet in G5:
[124] didn
[80] ppe
[67] jemima_khan
[54] matthancock
[53] taken
[53] lockdown
[53] disaster
[52] counting
[52] far
[52] ignored

Top Words in Tweet in G6:
[118] क
[95] ppe
[67] र
[67] स
[61] ત
[59] न
[58] ह
[54] ક
[53] म
[52] ર

Top Words in Tweet in G7:
[28] ppe
[16] piersmorgan
[15] see
[15] people
[14] nhs
[13] back
[13] kids
[13] show
[12] story
[12] vote

Top Words in Tweet in G8:
[121] bakhtawarbz
[117] puppet
[117] pm
[116] population
[116] well
[116] exceeds
[116] 220million
[116] testing
[116] capacity
[116] 5k

Top Words in Tweet in G9:
[194] ร
[159] เพ
[139] เหม
[134] อนม
[133] ธ
[111] #พกเเดนส
[63] น
[61] #perthtanapon
[60] #lbc2onedaytrip
[60] #kdppe

Top Words in Tweet in G10:
[75] lioyd's
[62] régistér
[55] ppe
[54] denying
[53] dollars
[53] lr_mâriné
[51] saves
[41] personal
[40] schw_nvltec
[40] read

Top Word Pairs
Top Word Pairs in Tweet in G2:
[857] र,न
[856] द,र
[856] क,स
[856] क,द
[856] ल,क
[856] covid,19
[856] ppe,kits
[856] स,क
[856] social,distancing
[856] प,स

Top Word Pairs in Tweet in G3:
[26] care,homes
[21] same,government
[17] government,delayed
[16] delayed,lockdown
[12] lockdown,deadly
[11] deadly,consequences
[11] consequences,left
[11] left,key
[10] key,workers
[10] workers,without

Top Word Pairs in Tweet in G4:
[225] kinda,wild
[221] wild,seeing
[221] seeing,pics
[221] pics,many
[221] many,police
[221] police,officers
[221] officers,over
[221] over,usa
[221] usa,wearing
[221] wearing,much

Top Word Pairs in Tweet in G5:
[220] disaster,far
[220] far,ignored
[220] ignored,didn
[220] didn,quarantine
[220] quarantine,arrivals
[220] arrivals,didn
[220] beyond,parody
[220] parody,gov
[220] gov,reportedly
[220] reportedly,counting

Top Word Pairs in Tweet in G6:
[52] ppe,kit
[52] સ,રક
[52] રક,ષ
[52] ષ,ત
[52] sir,aapne
[48] kami,ko
[46] ppe,ક
[46] ક,ટ
[46] raghusharmainc,sir
[46] aapne,har

Top Word Pairs in Tweet in G7:
[37] fascinating,see
[24] see,vote
[24] vote,leave
[24] leave,govt
[22] govt,trying
[22] trying,use
[22] use,denmark
[19] denmark,school
[16] school,return
[16] return,success

Top Word Pairs in Tweet in G8:
[9] puppet,pm
[9] population,well
[9] well,exceeds
[9] exceeds,220million
[9] 220million,testing
[9] testing,capacity
[9] capacity,5k
[9] 5k,million
[9] million,moreover
[9] moreover,puppet

Top Word Pairs in Tweet in G9:
[117] เพ,ร
[116] เหม,อนม
[116] อนม,เพ
[116] ร,ธ
[116] #พกเเดนส,เหม
[116] #kdppe,#perthtanapon
[116] ค,ดถ
[116] #perthtanapon,igs
[116] igs,perthppe
[116] เอาแล,ววววว

Top Word Pairs in Tweet in G10:
[139] lioyd's,régistér
[134] denying,ppe
[134] lr_mâriné,saves
[133] saves,dollars
[111] régistér,lr_mâriné
[49] dollars,denying
[15] ppe,personal
[14] personal,protective
[14] protective,equipment
[10] equipment,surveyors

Top Replied-To
Top Replied-To in Entire Graph:
@bbcgaryr
@jackson_carlaw
@thealiceroberts
@matthancock
@jeffbercovici
@kevinhollinrake
@pmoindia
@arvindkejriwal
@raghusharmainc
@uksciencechief

Top Replied-To in G1:
@beyabean

Top Replied-To in G3:
@davebarne
@dilmouse
@richardburgon
@paul4brexit

Top Replied-To in G5:
@matthancock
@haggis_uk
@cpjelmore
@rachael_swindon
@faisalislam
@drpeterweeks1
@yvettedoc50
@tonycowards
@bpsmithuk
@a50challenge

Top Replied-To in G6:
@raghusharmainc
@pmoindia
@rajgovofficial
@sarkaar2019
@drsubhashg
@zeerajasthan_
@1stindianews
@pradeep55215740
@ashokgehlot51
@amritadhawan1

Top Replied-To in G7:
@piersmorgan
@jeremycymru
@ryanell38759489
@honestlysvu
@marcherlord1
@tesssummers98
@lhew76
@tan_huge
@basedpoland
@determined1776

Top Replied-To in G8:
@bakhtawarbz

Top Replied-To in G9:
@bplannnnn
@gonghive24
@attractorth
@cravitystarship
@nnaszepp
@md_ppe
@winmetawin
@zaanookjukkroww
@noonathty
@thuy_hien_111

Top Replied-To in G10:
@windpower_m
@deigninspain
@emsa_lisbon
@maritime_survey
@maritimetsv
@marinesociety
@portholecruise
@amsa_news
@shipownersclub
@storylinesatsea

Top Mentioned
Top Mentioned in Entire Graph:
@beyabean
@richardburgon
@caissie
@bakhtawarbz
@mattprescott
@langamahesh
@lucystonenow
@meenaharris
@briandmcbride
@jemima_khan

Top Mentioned in G1:
@beyabean
@platapusi

Top Mentioned in G2:
@robinflavell
@verahiggs
@alisterbrenton
@plymouthlabour

Top Mentioned in G3:
@richardburgon
@students_safe
@wpb_northeast
@cpeedell
@nw_nicholas
@rtuknews
@myoung1946
@davebarne
@lucystonenow

Top Mentioned in G4:
@caissie
@beyabean
@runrichrun
@robertlfulghum
@wayne_gates
@nberlat

Top Mentioned in G5:
@jemima_khan
@matthancock
@martinmurphy001
@drwintadd
@yvettedoc50
@ottocrat
@hannahfearn
@ledredman
@drpeterweeks1
@fionajlincs

Top Mentioned in G6:
@raghusharmainc
@ashokgehlot51
@narendramodi
@rohitksingh
@pmoindia
@zeerajasthan_
@ravisar65294413
@hanumanbeniwal
@vijayrupanibjp
@zee1ashutosh

Top Mentioned in G7:
@piersmorgan
@gmb
@campbellclaret
@conservatives
@bbcnews
@nursingnotesuk
@wegotyouuk
@socialm85897394
@theenglishrebel
@juliahb1

Top Mentioned in G8:
@bakhtawarbz

Top Mentioned in G9:
@crushonperth
@attractorth
@perthppe
@allaroundperth
@zaanookjukkroww
@bplannnnn
@gonghive24
@iam_treewi
@perthppe2003
@jeab_for_perth

Top Mentioned in G10:
@schw_nvltec
@lloydsregister
@unpacuoficial
@dnvgl
@barbara_bitar
@cjobna
@man_e_s
@equinor
@markgirolami
@windpower_m

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@s9tmt
@ez4u2say_janis
@mithu796311
@independent
@cherokeesher2
@revolution_fr
@sureshm46
@cnbctv18live
@pavan_sethi

Top Tweeters in G1:
@annathesheelf
@cool___reese
@eightpeopie
@damngerdiehot
@dclascelle
@amedawg18
@jarebear81787
@itselijdr
@blueyoonjk
@taegukbear

Top Tweeters in G2:
@thatladyj
@macslon
@bprophetable
@fredwalton216
@josh_orgs
@stopmalvertisin
@michaelgssr
@ayyongov
@macbedab
@jos4kay

Top Tweeters in G3:
@thefabledaesop
@j_sutherland2
@paulpaul49
@gaznorris15
@unojen_wood
@christinejameis
@maurlind
@cleggy261
@octagot
@sallymos

Top Tweeters in G4:
@chuddles11
@cjtheross
@nberlat
@innamood
@msvanillarose
@noodoggy
@imcool_like_dat
@caissie
@coreybez1
@pattymarvel

Top Tweeters in G5:
@independent
@glynmoody
@wasim_wazir
@dazza70smith
@peterdilworth1
@paolimichele
@pwsimerimiaw
@politicshome
@drwintadd
@ledredman

Top Tweeters in G6:
@indiatoday
@ndtv
@timesnow
@zeerajasthan_
@1stindianews
@lohana1983
@centerofright
@toiindianews
@abpnews
@tv9gujarati

Top Tweeters in G7:
@bbcnews
@lionelmedia
@misslauramarcus
@thescotsman
@scottishsun
@iromg
@heraldscotland
@itvnews
@implausibleblog
@bbcscotlandnews

Top Tweeters in G8:
@pppsm_punjab
@ssnaqi
@rabnbaloch
@a_b_raees
@shmags_zeus
@chacharfayaz
@javednlaghari
@shahzadshafi007
@asaduhussain
@qurbanalaghari

Top Tweeters in G9:
@noonathty
@bumbimknok
@mdzlhcy_
@jojo_jeab
@ys_ppe
@everthing_y
@md_ppe
@perthppe2003
@lovesmark93
@kamolvan3

Top Tweeters in G10:
@mcdonalds
@barbara_bitar
@wef
@davidgcant
@un
@rnli
@uniofnottingham
@warhawk2274
@portholecruise
@fao