PPE, Twitter, 5/2/2021 5:12:32 PM, 253975


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PPE_2021-05-02_01-06-55.xlsx
PPE_2021-05-02_01-06-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 02, 2021
Short Description:
PPE via NodeXL https://bit.ly/3ugALwc
@jujuliagrace
@jolyonmaugham
@goodlawproject
@nickkristof
@exnhsnurse1
@mampmon
@everydoctoruk
@lucasbrowneyes
@navajojustin
@kaitlancollins

Top hashtags:
#apr30coup
#whatshappeninginmyanmar
#ppe
#covid19
#โควิดวันนี้

Description:
Description
The graph represents a network of 7,909 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 Sunday, 02 May 2021 at 08:14 UTC.

The requested start date was Sunday, 02 May 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, 40-minute period from Wednesday, 28 April 2021 at 12:51 UTC to Friday, 30 April 2021 at 13:32 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 : 7909
Unique Edges : 2952
Edges With Duplicates : 13625
Total Edges : 16577
Number of Edge Types : 5
Retweet : 6579
MentionsInRetweet : 7876
Tweet : 922
Replies to : 395
Mentions : 805
Self-Loops : 942
Reciprocated Vertex Pair Ratio : 0.00427597365075696
Reciprocated Edge Ratio : 0.00851553509781358
Connected Components : 893
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 2733
Maximum Edges in a Connected Component : 7264
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.973547
Graph Density : 0.000138941358304789
Modularity : 0.499967
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,909 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 Sunday, 02 May 2021 at 08:14 UTC.

The requested start date was Sunday, 02 May 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, 40-minute period from Wednesday, 28 April 2021 at 12:51 UTC to Friday, 30 April 2021 at 13:32 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:
[32] https://goodlawproject.org/update/awarded-contracts-vip-lane/?utm_source=Twitter&utm_medium=social%20media&utm_campaign=ppe%20hearing%202904
[28] https://www.channel4.com/news/judge-orders-matt-hancock-to-release-information-over-ppe-contract-links
[22] https://www.ndtv.com/india-news/coronavirus-ppe-suits-in-viral-photo-doctor-sohil-makwana-shares-after-effects-of-wearing-ppe-suits-2425359
[21] https://ndtv.in/india-news/in-viral-photo-the-doctor-said-what-happens-due-to-wearing-ppe-kit-continuously-praised-on-social-media-2425409
[16] https://goonj.org/support-covid-19-affected/
[14] https://bylinetimes.com/2021/04/29/ptsd-in-nhs-workers-linked-to-lack-of-ppe/
[14] https://www.standard.co.uk/news/uk/vip-firms-given-ppe-billions-covid-contracts-mps-campaigners-b932174.html
[13] https://www.indiatoday.in/trending-news/story/doctor-shows-what-being-in-ppe-suit-for-15-hours-looks-like-see-viral-pic-1796352-2021-04-29
[12] https://www.komchadluek.net/news/ent/465167?twitter=
[8] https://www.thenational.scot/news/19271154.tory-ministers-among-main-routes-controversial-ppe-contracts-awarded/

Top URLs in Tweet in G1:
[3] https://goodlawproject.org/update/awarded-contracts-vip-lane/?utm_source=Twitter&utm_medium=social%20media&utm_campaign=ppe%20hearing%202904
[2] https://www.ft.com/content/d3262b2c-14e0-434c-8285-c4a3b5213d9c?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[1] https://twitter.com/sandra_moloney/status/1388008780345102338
[1] https://westcountrybylines.co.uk/nhs-privatisation-and-ppe-procurement-scandal-a-good-day-for-the-challengers-as-hancock-loses-in-court-again/
[1] https://twitter.com/thetimes/status/1388006768324845568
[1] https://twitter.com/goodlawproject/status/1387769008162811921
[1] https://twitter.com/goodlawproject/status/1388048883486502919
[1] https://www.thecanary.co/exclusive/2021/04/29/private-emails-prove-vip-lanes-for-multimillion-ppe-deals-existed-and-here-they-are/?__s=dqutwnz8mt2pukara7wz
[1] https://twitter.com/JolyonMaugham/status/1387761739656318988
[1] https://www.kickstarter.com/projects/waterhaul/retask-the-mask-recycling-covids-plastic-pandemic?ref=checkout_rewards_page

Top URLs in Tweet in G2:
[1] https://twitter.com/my_JHLS/status/1387288751731187714

Top URLs in Tweet in G3:
[27] https://goodlawproject.org/update/awarded-contracts-vip-lane/?utm_source=Twitter&utm_medium=social%20media&utm_campaign=ppe%20hearing%202904
[26] https://www.channel4.com/news/judge-orders-matt-hancock-to-release-information-over-ppe-contract-links
[5] https://www.ft.com/content/d3262b2c-14e0-434c-8285-c4a3b5213d9c?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[5] https://www.standard.co.uk/news/uk/vip-firms-given-ppe-billions-covid-contracts-mps-campaigners-b932174.html
[5] https://www.standard.co.uk/news/uk/vip-firms-given-ppe-billions-covid-contracts-mps-campaigners-b932174.html?utm_medium=Social&utm_source=Twitter#Echobox=1619611960
[4] https://www.standard.co.uk/insider/good-law-project-jolyon-maugham-qc-ppe-sleaze-b932225.html
[4] https://goodlawproject.org/news/ppe-urgent-hearing/
[3] https://www.mirror.co.uk/news/politics/sleaze-files-mounting-claims-against-23993726?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.thecanary.co/exclusive/2021/04/29/private-emails-prove-vip-lanes-for-multimillion-ppe-deals-existed-and-here-they-are/
[2] https://www.politicshome.com/news/article/cannabis-research-firm-ppe-coronavirus

Top URLs in Tweet in G4:
[2] https://twitter.com/gulfkanawut/status/1387746724295299074

Top URLs in Tweet in G5:
[6] https://www.standard.co.uk/news/uk/vip-firms-given-ppe-billions-covid-contracts-mps-campaigners-b932174.html
[3] https://www.gq-magazine.co.uk/politics/article/ppe-scandal
[3] https://www.linkedin.com/slink?code=eDqQ3fM
[2] https://www.ndtv.com/india-news/watch-wedding-pheras-in-ppe-after-groom-tests-covid-positive-in-ratlam-madhya-pradesh-2422572?amp=1
[2] https://www.daxwell.com/products/vinyl-general-purpose-pre-powdered-gloves?variant=31806953128005
[2] https://www.theguardian.com/world/2021/apr/29/ministers-among-main-routes-for-covid-ppe-deal-vip-channel-court-hears
[2] https://nypost.com/2021/04/29/fashion-label-says-cuomo-administration-stiffed-it-out-of-10-4m-for-ppe/
[2] https://www.thecanary.co/exclusive/2021/04/29/private-emails-prove-vip-lanes-for-multimillion-ppe-deals-existed-and-here-they-are/
[1] https://www.businesstoday.in/current/economy-politics/local-production-discouraged-nearly-100-import-dependent-india-hunts-for-oxygen-concentrators-around-the-world/story/437784.html
[1] https://s9news.com/news/A7?uid=24380

Top URLs in Tweet in G6:
[22] https://www.ndtv.com/india-news/coronavirus-ppe-suits-in-viral-photo-doctor-sohil-makwana-shares-after-effects-of-wearing-ppe-suits-2425359

Top URLs in Tweet in G7:
[1] https://twitter.com/nickkristof/status/1387230661572894721

Top Domains
Top Domains in Tweet in Entire Graph:
[114] twitter.com
[65] co.uk
[39] goodlawproject.org
[28] channel4.com
[26] ndtv.com
[21] ndtv.in
[19] youtube.com
[16] goonj.org
[15] indiatoday.in
[14] bylinetimes.com

Top Domains in Tweet in G1:
[7] twitter.com
[3] goodlawproject.org
[2] co.uk
[2] ft.com
[2] theguardian.com
[1] thecanary.co
[1] kickstarter.com
[1] reworked.com
[1] org.uk
[1] channel4.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[31] goodlawproject.org
[26] channel4.com
[25] co.uk
[5] twitter.com
[5] ft.com
[3] bit.ly
[2] theguardian.com
[2] thecanary.co
[2] politicshome.com
[2] thenational.scot

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

Top Domains in Tweet in G5:
[30] twitter.com
[16] co.uk
[7] linkedin.com
[3] youtube.com
[3] ndtv.com
[3] theguardian.com
[3] thecanary.co
[2] mailchi.mp
[2] daxwell.com
[2] google.com

Top Domains in Tweet in G6:
[22] ndtv.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[215] apr30coup
[211] whatshappeninginmyanmar
[130] ppe
[72] covid19
[56] โควิดวันนี้
[54] saveหมอธนาคาร
[52] kdppe
[46] perthtanapon
[30] india
[27] watch



Top Hashtags in Tweet in G1:
[3] ppe
[3] reclaimthemask
[2] recycle
[2] recycling
[2] torycorruption
[1] ifthismatters
[1] majorsleaze
[1] torycronyism
[1] ppelitterweek
[1] unitedagainstlitter

Top Hashtags in Tweet in G2:
[1] ค่าเสี่ยงภัย
[1] โควิดวันนี้

Top Hashtags in Tweet in G3:
[3] trackandtrace
[2] nhs
[2] goodlawproject
[1] r4today
[1] transparencymatters
[1] buildingsafetycrisis
[1] firesafetybill
[1] torycorruption
[1] torysleaze
[1] frontpagetoday

Top Hashtags in Tweet in G4:
[1] gulfkanawut
[1] ลูกบอลของคุณบิ๊กกลัฟ

Top Hashtags in Tweet in G5:
[173] apr30coup
[173] whatshappeninginmyanmar
[36] ppe
[14] covid19
[11] free_health_system_for_
[11] strength_public_health_
[11] aimss
[5] n95
[4] construction
[4] covid

Top Hashtags in Tweet in G6:
[7] trendingtonight
[7] centralvista
[1] covidcarecentre
[1] covidindia
[1] indiafightscorona

Top Hashtags in Tweet in G9:
[2] น้าค่อม
[1] thaipbs
[1] thaipbsphoto
[1] covid19
[1] ผนงรจตกม
[1] โควิด19

Top Hashtags in Tweet in G10:
[13] apr30coup
[12] whatshappeninginmyanmar
[4] shwepyithar
[2] internetshutdown

Top Words
Top Words in Tweet in Entire Graph:
[4392] ppe
[1870] อก
[1492] government
[1443] jujuliagrace
[1407] court
[1156] ด
[1072] ม
[1022] ะ
[1009] ย
[927] อน

Top Words in Tweet in G1:
[1335] jujuliagrace
[1240] court
[910] government
[744] ppe
[696] against
[595] yday
[529] everydoctoruk
[439] evidence
[437] doctors
[430] important

Top Words in Tweet in G2:
[1752] อก
[880] ย
[879] ppe
[879] อน
[879] ะ
[877] ม
[876] พอพระสวม
[876] บอกไม
[876] ใช
[876] พระ

Top Words in Tweet in G3:
[546] vip
[531] lane
[464] government
[433] put
[380] goodlawproject
[356] 47
[339] jolyonmaugham
[335] ppe
[255] names
[248] companies

Top Words in Tweet in G4:
[400] ด
[399] ฟ
[399] อ
[399] วยเหล
[399] ป
[398] กล
[398] คณาว
[398] ฒ
[398] หล
[398] แสนด

Top Words in Tweet in G5:
[350] ppe
[287] coup
[203] covid
[180] people
[173] makes
[173] enough
[173] military
[173] suits
[173] shwepyithar
[173] #apr30coup

Top Words in Tweet in G6:
[228] green
[228] park
[228] mosque
[226] delhi
[226] converted
[226] covid19
[226] quarantine
[226] center
[226] arranged
[226] medicines

Top Words in Tweet in G7:
[169] relief
[146] aircraft
[146] supplies
[144] ppe
[143] military
[143] carrying
[143] first
[143] shipment
[143] left
[143] yesterday

Top Words in Tweet in G8:
[150] navajo
[149] heard
[149] nation
[149] done
[149] heroic
[149] job
[149] wrestling
[149] coronavirus
[149] ground
[149] donating

Top Words in Tweet in G9:
[196] ด
[108] น
[97] ต
[96] หดห
[96] ชห
[96] เป
[96] นการจากไปท
[96] โคตรโดดเด
[96] ยว
[96] ประเทศอะไรเห

Top Words in Tweet in G10:
[150] ppe
[146] protest
[126] coup
[102] yangon
[99] tsp
[99] people
[98] shwepyithar
[95] revolutionary
[95] slogans
[95] written

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[881] ญค,ะ
[879] พอพระสวม,ppe
[879] ppe,บอกไม
[879] บอกไม,ใช
[879] ใช,พระ
[879] พระ,พอทำขนมร
[879] พอทำขนมร,ปพระบอกว
[879] ปพระบอกว,าเป
[879] าเป,นพระ
[879] นพระ,ม

Top Word Pairs in Tweet in G1:
[696] against,government
[484] court,against
[425] dossier,evidence
[424] important,went
[424] went,court
[424] government,yday
[424] yday,doctors
[424] doctors,brought
[424] brought,dossier
[423] jujuliagrace,important

Top Word Pairs in Tweet in G2:
[876] พอพระสวม,ppe
[876] ppe,บอกไม
[876] บอกไม,ใช
[876] ใช,พระ
[876] พระ,พอทำขนมร
[876] พอทำขนมร,ปพระบอกว
[876] ปพระบอกว,าเป
[876] าเป,นพระ
[876] นพระ,ม
[876] ม,วแต

Top Word Pairs in Tweet in G3:
[530] vip,lane
[216] government,release
[216] release,names
[216] names,47
[216] 47,companies
[216] companies,people
[216] people,put
[216] put,vip
[216] lane,put
[215] jolyonmaugham,government

Top Word Pairs in Tweet in G4:
[398] กล,ฟ
[398] ฟ,คณาว
[398] คณาว,ฒ
[398] ฒ,หล
[398] หล,อ
[398] อ,แสนด
[398] แสนด,ชวนทำบ
[398] ชวนทำบ,ญ
[398] ญ,ชวนพ
[398] ชวนพ,ๆแฟนคล

Top Word Pairs in Tweet in G5:
[173] ppe,suits
[171] protest,revolutionary
[171] revolutionary,slogans
[171] slogans,written
[171] written,ppe
[171] suits,shwepyithar
[171] shwepyithar,tsp
[171] yangon,people
[171] people,already
[171] enough,covid

Top Word Pairs in Tweet in G6:
[228] green,park
[228] park,mosque
[226] converted,covid19
[226] covid19,quarantine
[226] quarantine,center
[226] arranged,medicines
[226] medicines,mask
[211] delhi,green
[211] mosque,converted
[211] center,10

Top Word Pairs in Tweet in G7:
[143] military,aircraft
[143] aircraft,carrying
[143] carrying,first
[143] first,shipment
[143] shipment,relief
[143] relief,supplies
[143] supplies,left
[143] left,yesterday
[143] yesterday,oxygen
[143] oxygen,ppe

Top Word Pairs in Tweet in G8:
[149] heard,navajo
[149] navajo,nation
[149] nation,done
[149] done,heroic
[149] heroic,job
[149] job,wrestling
[149] wrestling,coronavirus
[149] coronavirus,ground
[149] ground,donating
[148] nickkristof,heard

Top Word Pairs in Tweet in G9:
[96] หดห,ชห
[96] ชห,เป
[96] เป,นการจากไปท
[96] นการจากไปท,โคตรโดดเด
[96] โคตรโดดเด,ยว
[96] ยว,ประเทศอะไรเห
[96] ประเทศอะไรเห,ยก
[96] ยก,ไม
[96] ไม,ร
[96] ร,ด

Top Word Pairs in Tweet in G10:
[99] tsp,yangon
[95] protest,revolutionary
[95] revolutionary,slogans
[95] slogans,written
[95] written,ppe
[95] ppe,suits
[95] suits,shwepyithar
[95] shwepyithar,tsp
[95] yangon,people
[95] people,already

Top Replied-To
Top Replied-To in Entire Graph:
@jujuliagrace
@everydoctoruk
@fai_ppe
@peston
@jolyonmaugham
@ko___ppe
@wine_zorory
@56_ppe
@jj4jsk
@angelarayner

Top Replied-To in G1:
@jujuliagrace
@everydoctoruk
@rachaeleelliott
@peterstefanovi2
@bbmorg
@clivewismayer
@bbcnews
@altwodogs
@mikeroscoe67
@jeremyvineon5

Top Replied-To in G3:
@jolyonmaugham
@voletamer
@jujuliagrace
@doctor_oxford
@marenbennette
@toryboypierce
@davemacfrombath
@garius
@happyisgo0d
@steve_thornber

Top Replied-To in G5:
@ashokkr8513

Top Replied-To in G6:
@thewalirahmani
@munishjauhar
@pcmohanmp
@ndtv

Top Replied-To in G10:
@poethethtar1

Top Mentioned
Top Mentioned in Entire Graph:
@jujuliagrace
@mampmon
@everydoctoruk
@goodlawproject
@jiggaban_news
@jolyonmaugham
@ndtv
@nickkristof
@kaitlancollins
@koispiritwalk

Top Mentioned in G1:
@jujuliagrace
@everydoctoruk
@goodlawproject
@mikeysmith
@mirrorpolitics
@megs1970
@martinmckee
@jolyonmaugham
@wcountrybylines
@mmaher70

Top Mentioned in G2:
@mampmon
@katak666

Top Mentioned in G3:
@goodlawproject
@jolyonmaugham
@jujuliagrace
@everydoctoruk
@transparencyuk
@gem_abbott
@carryonkeith
@gabriel_pogrund
@mylastrollo
@carolecadwalla

Top Mentioned in G4:
@jiggaban_news
@ifgysb
@aorauii
@bkkunnie

Top Mentioned in G5:
@ojhasspushpa
@sachinbjpp
@manishaojha14
@rudamans
@daxwell_llc
@asif_shaikh_7
@rja_online

Top Mentioned in G6:
@ndtv
@ndtvfeed
@thewalirahmani
@jantakareporter
@paranjoygt
@amritabhinder
@bsybjp
@cmofkarnataka
@tvmohandaspai
@khushsundar

Top Mentioned in G7:
@kaitlancollins
@lucasbrowneyes
@nickkristof

Top Mentioned in G8:
@nickkristof
@jolyonmaugham

Top Mentioned in G9:
@angeljijie
@thaipbs
@jiggaban_news

Top Mentioned in G10:
@bunnyphyoe
@myanmar_now_eng
@mulanlay
@laminmaungmaun8
@thiriswe_amy
@kyawsitthway4
@sarahmi70994759
@poethethtar1
@syoda61

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@cagney1991
@roblwilson
@evankirstel
@marijaserenidad
@chipotletweets
@httweets
@abscbnnews
@indiatoday
@allchanges

Top Tweeters in G1:
@s9tmt
@roblwilson
@allchanges
@jpjanson
@wildwalkerwoman
@curiocat13
@tartancobweb
@sandssims
@djsiri
@goddess1345

Top Tweeters in G2:
@marijaserenidad
@care_hc
@fame_pe0810
@twrose_947
@09wplyn
@nonaenaenae
@_ety98
@ua_exoticb2uty
@imjane_101145
@melo_skawngur

Top Tweeters in G3:
@dingabelle
@jbwhitesnake
@christinejameis
@stop1984
@ferguson2811
@fiona_fionnagal
@cleggy261
@marciaj64
@standardnews
@petermccue1

Top Tweeters in G4:
@noonathty
@ithinkilyseun
@noey1999s
@secretzociety
@missjane9497
@nalineejaiodth1
@pavikaa2
@herda36832930
@iiim_aiiim
@ae_patcharporn

Top Tweeters in G5:
@angelakorras
@spanishdan1
@terpsichore_los
@ptvph
@agitatorsneeded
@fredwalton216
@manavjivan
@kendmacgregor
@ducksandchucks
@leonc1963

Top Tweeters in G6:
@ndtv
@shanmugam_18
@sureshnakhua
@ndtvfeed
@kabirazad2017
@facts_chek
@moin28_k
@sanjay_dimpy
@abumushir2013
@amritabhinder

Top Tweeters in G7:
@marthalynneowe1
@ungubunugu1274
@micjojd
@ami_tvdfan
@jorge_c_ny
@trixywh
@rodneyclaeys
@mauraleelang
@stunnedvoter
@tati_vict

Top Tweeters in G8:
@noybsk2017
@robert_hove
@smp0312
@cmadmax
@lseefeldt3
@stabbytosavit
@mamabear64
@rachelandco
@monasmitte
@marshalotis

Top Tweeters in G9:
@namwhantlg
@cheepeva
@bias_bambamonly
@cysioraya
@thaipbs
@nuleksj
@yjujusky
@__03jul
@ssunhoney
@lmmldoii

Top Tweeters in G10:
@tukushinbo51
@yucchi04
@htoomya16144979
@graceja04186924
@snow30888883
@leo131148
@jaynownk
@wailinnkyaw8
@hla23466562
@thantmonko


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