PPE, Twitter, 10/7/2022 9:06:52 AM, 282526


FAQ | Problem?

PPE_2022-10-07_01-04-28.xlsx
PPE_2022-10-07_01-04-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2022
Short Description:
PPE via NodeXL https://bit.ly/3SYHHtU
@clairebubblepop
@conservatives
@r1ch1e5
@hephaistos_ai
@lapinkres
@fceandco
@shally29884255
@richardjmurphy
@ppe
@co2detective3

Top hashtags:
#perthtanapon
#kdppe
#ppe
#gmmtv
#กราดยิงหนองบัวลําภู
#nhs
#กราดยิงหนองบัวลำภู

Description:
Description
The graph represents a network of 8,122 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, 07 October 2022 at 08:11 UTC.

The requested start date was Friday, 07 October 2022 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, 3-hour, 30-minute period from Tuesday, 04 October 2022 at 08:51 UTC to Thursday, 06 October 2022 at 12:21 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 : 8122
Unique Edges : 5275
Edges With Duplicates : 11827
Total Edges : 17102
Number of Edge Types : 5
Retweet : 5025
MentionsInRetweet : 6691
Mentions : 1957
Replies to : 1605
Tweet : 1824
Self-Loops : 1847
Reciprocated Vertex Pair Ratio : 0.0183053820015346
Reciprocated Edge Ratio : 0.0359526372443488
Connected Components : 1123
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 3431
Maximum Edges in a Connected Component : 7991
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 6.636144
Graph Density : 0.000140845578635936
Modularity : 0.543357
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,122 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, 07 October 2022 at 08:11 UTC.

The requested start date was Friday, 07 October 2022 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, 3-hour, 30-minute period from Tuesday, 04 October 2022 at 08:51 UTC to Thursday, 06 October 2022 at 12:21 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:
[8] https://twitter.com/KamuiCosplay/status/1577718748047446016
[8] https://www.editorialedomani.it/politica/europa/gli-europarlamentari-tedeschi-chiedono-a-weber-di-espellere-berlusconi-dal-ppe-minrruq2
[6] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral
[5] https://twitter.com/tnamcot/status/1577938107659587584
[5] https://www.linkiesta.it/2022/10/lettera-weber-espulsione-forza-italia-ppe/
[5] https://www.theguardian.com/politics/2020/jun/03/censorship-row-over-report-on-uk-bame-covid-19-deaths
[5] https://www.theguardian.com/society/2022/jun/29/nhs-privatisation-drive-linked-to-rise-in-avoidable-deaths-study-suggests
[5] https://www.theguardian.com/world/ng-interactive/2020/may/29/excess-deaths-uk-has-one-highest-levels-europe
[5] https://www.theglobeandmail.com/business/article-many-small-companies-that-pivoted-to-make-ppe-have-returned-to/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.nytimes.com/2022/07/03/health/covid-ppe-masks-health-care.html

Top URLs in Tweet in G1:
[1] https://twitter.com/mattprescott/status/1577967503694827520
[1] https://twitter.com/acgrayling/status/1577256804915896321
[1] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[1] https://twitter.com/iridisalpha/status/1541051775792418816

Top URLs in Tweet in G2:
[5] https://www.theguardian.com/politics/2020/jun/03/censorship-row-over-report-on-uk-bame-covid-19-deaths
[5] https://www.theguardian.com/society/2022/jun/29/nhs-privatisation-drive-linked-to-rise-in-avoidable-deaths-study-suggests
[5] https://www.theguardian.com/world/ng-interactive/2020/may/29/excess-deaths-uk-has-one-highest-levels-europe
[5] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral
[2] https://goodlawproject.org/news/ministers-have-misled-parliament/?utm_source=Facebook&utm_campaign=18+missing+vip+companies+-+sharer+fb+link+080222&utm_medium=social+media
[2] https://goodlawproject.org/news/michelle-donelan-partner-contracts/
[1] https://twitter.com/FinancialTimes/status/1577647433546432516
[1] https://twitter.com/Mr_John_Harvey_/status/1577630761607483395
[1] https://twitter.com/samfr/status/1577610663442219008
[1] https://www.opendemocracy.net/en/dark-money-investigations/record-profits-for-firm-involved-in-bungled-250m-ppe-deal/

Top URLs in Tweet in G3:
[4] https://twitter.com/KamuiCosplay/status/1577718748047446016
[2] https://euractiv.fr/
[2] https://covid19.ca.gov/masks-and-ppe/
[2] https://asx.swingtradebot.com/alerts/38-rose-above-previous-day-s-high
[2] https://www.directorstalkinterviews.com/rs-group-continues-to-grow-market-share/4121085307
[2] https://cromwell.co.uk/info/halo
[1] https://www.tracmaster.co.uk/products/camon-c50i-wood-chipper
[1] https://www.harboro.co.uk/industry/healthcare/
[1] https://twitter.com/sarahoconnor_/status/1577207352998109185
[1] https://pces.uk.com/products/protection/

Top URLs in Tweet in G4:
[3] https://twitter.com/KamuiCosplay/status/1577718748047446016
[1] https://www.cancer.gov/about-cancer/causes-prevention/risk/substances/vinyl-chloride

Top URLs in Tweet in G5:
[1] https://nursingnotes.co.uk/news/dont-clap-for-us-we-are-not-heroes-we-just-need-fair-pay-safe-staffing-and-ppe-say-nurses/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=UFNRUuBARM4&feature=youtu.be

[1] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=Cb3jaaix-d0&feature=youtu.be

[3] https://twitter.com/crishorwang/status/1577665570245263360
[2] http://trib.al/R5vDgKG
[2] http://trib.al/TH1ioYY
[2] https://www.topstarnews.net/news/articleView.html?idxno=14752989
[2] https://www.topstarnews.net/news/articleView.html?idxno=14752990
[2] https://www.twitch.tv/oueiija
[2] https://www.daradaily.com/news/119046/read
[2] https://twitter.com/lepthelabel/status/1577181869992706048
[1] https://www.topstarnews.net/news/articleView.html?idxno=14752991

Top URLs in Tweet in G8:
[4] http://www.lawson.co.jp/service/loppi/coupon/
[2] https://fm-sns.petitgift.com/ayataka2210/index.php
[2] https://www.itoham.co.jp/product/product/serieslist.html?catid=269
[2] https://monipla.com/echoes/page/631e9905ee4ae
[2] https://www.tv-asahi.co.jp/bf_kourin/
[2] https://lnk.to/Tsukiyomi_Irodori
[2] https://social-camp.com/tNtNnJmThagFOnLYaky7TQ
[2] https://jcshop.jp/SHOP/3401.html
[2] https://www.youtube.com/watch?v=y4GipsfnZKw&feature=youtu.be

[2] https://www.family.co.jp/campaign/spot/2210_califerne_twcp.html

Top URLs in Tweet in G9:
[2] https://twitter.com/perthppe/status/1577626271156436998
[2] https://www.instagram.com/p/CiH1xGAJq6_/?igshid=YmMyMTA2M2Y=
[2] https://www.youtube.com/watch?v=tNFH95qByAw&feature=youtu.be

[1] https://www.instagram.com/stories/perthppe/2942046932597745129?utm_source=ig_story_item_share&igshid=YmMyMTA2M2Y=
[1] https://www.instagram.com/stories/perthppe/2942065095192579994?utm_source=ig_story_item_share&igshid=YmMyMTA2M2Y=
[1] https://twitter.com/whattheppe/status/1577822269287825408
[1] https://twitter.com/cebuBLorg/status/1550263235915706368
[1] https://www.youtube.com/watch?v=VpXyK4ixQNs&feature=youtu.be

[1] https://twitter.com/roddbenz/status/1577621493076197377
[1] https://twitter.com/netflixth/status/1577493783008186371

Top URLs in Tweet in G10:
[2] https://twitter.com/manfredweber/status/1577933530465796096
[2] https://www.aliexpress.us/item/3256803326091853.html?gatewayAdapt=glo2usa4itemAdapt&_randl_shipto=US
[1] http://supply-source.co.uk/ppe-safety-fake-face-masks/
[1] https://www.bonasusa.com/
[1] https://www.ouest-france.fr/europe/ue/le-chargeur-unique-pour-nos-telephones-bientot-une-realite-grace-a-l-europe-1a8a588a-4314-11ed-beb6-555db4e87ef8
[1] https://www.lefigaro.fr/secteur/high-tech/le-parlement-europeen-impose-le-chargeur-unique-pour-smartphones-d-ici-l-automne-2024-20221004
[1] https://twitter.com/antoinetifine/status/1575613691726532610
[1] https://www.eldiario.es/castilla-y-leon/politica/garcia-gallardo-dice-hay-mujeres-desalmadas-aprovechan-ley-quedan-custodia-hijos_1_9596196.html
[1] https://twitter.com/luistudanca/status/1577365919185002496
[1] https://agenceurope.eu/en/bulletin/article/13035/2

Top Domains
Top Domains in Tweet in Entire Graph:
[203] twitter.com
[37] youtube.com
[37] co.jp
[37] theguardian.com
[33] co.uk
[29] ppe.pl
[23] espreso.tv
[14] com.ua
[12] ukrinform.ua
[12] censor.net

Top Domains in Tweet in G1:
[3] twitter.com
[1] co.uk

Top Domains in Tweet in G2:
[31] theguardian.com
[6] twitter.com
[4] goodlawproject.org
[1] opendemocracy.net
[1] parliament.uk
[1] imdb.com

Top Domains in Tweet in G3:
[54] twitter.com
[16] co.uk
[4] co.jp
[3] youtube.com
[3] ppe.pl
[3] informazione.it
[2] peing.net
[2] puroperiodismo.cl
[2] offecial.com
[2] theguardian.com

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

Top Domains in Tweet in G5:
[1] co.uk

Top Domains in Tweet in G6:
[1] youtube.com
[1] theguardian.com

Top Domains in Tweet in G7:
[11] twitter.com
[5] topstarnews.net
[4] trib.al
[3] youtube.com
[2] twitch.tv
[2] daradaily.com
[1] btsincrk.com
[1] doubleclick.net

Top Domains in Tweet in G8:
[22] co.jp
[9] twitter.com
[5] monipla.com
[4] bit.ly
[3] youtube.com
[2] petitgift.com
[2] ja-town.com
[2] lnk.to
[2] social-camp.com
[2] jcshop.jp

Top Domains in Tweet in G9:
[7] twitter.com
[4] instagram.com
[3] youtube.com

Top Domains in Tweet in G10:
[5] twitter.com
[2] aliexpress.us
[2] agenceurope.eu
[1] co.uk
[1] bonasusa.com
[1] ouest-france.fr
[1] lefigaro.fr
[1] eldiario.es
[1] eunews.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[199] perthtanapon
[197] kdppe
[149] ppe
[134] gmmtv
[63] กราดยิงหนองบัวลําภู
[37] nhs
[36] กราดยิงหนองบัวลำภู
[30] モルカーファンアート
[29] jisoo
[24] jisooatmaisoncheongdam



Top Hashtags in Tweet in G1:
[1] torycorruption
[1] torycriminals

Top Hashtags in Tweet in G2:
[28] nhs
[17] socialcare
[5] ppe
[5] toriesdestroyingourcountry
[4] covid
[4] toriesout89
[3] toriesout91
[3] austerity
[2] costoflivingcrisis
[2] theresecoffey

Top Hashtags in Tweet in G3:
[49] ppe
[11] safety
[10] workwear
[6] healthandsafety
[4] politicslive
[4] training
[4] osha
[4] gasdetection
[3] handprotection
[3] worksafety

Top Hashtags in Tweet in G5:
[1] nhs
[1] socialcare
[1] solidarity
[1] covid19

Top Hashtags in Tweet in G6:
[3] tories
[2] ppe
[1] nhs
[1] socialcare
[1] torypriorities
[1] nacc

Top Hashtags in Tweet in G7:
[58] กราดยิงหนองบัวลําภู
[36] กราดยิงหนองบัวลำภู
[29] jisoo
[24] jisooatmaisoncheongdam
[23] 지수_까르띠에메종청담
[19] พลอยหอวัง
[16] 지수
[12] blackpink
[12] 블랙핑크
[10] นิ้งชัญญา

Top Hashtags in Tweet in G8:
[19] 当選報告
[16] キャンペーン
[14] その場で当たる
[13] プレゼント
[10] ローソン
[10] kingandprince
[10] 懸賞
[8] amazonギフト券
[7] ローソンのカヌレとチーズケーキ
[6] ウチカフェ秋のスイーツコレクションお試し

Top Hashtags in Tweet in G9:
[192] perthtanapon
[191] kdppe
[133] gmmtv
[21] niveaxonjs
[18] perthchimon
[15] เพิร์ธชิม่อน
[13] ohmpawat
[12] chimonwachirawit
[8] mynameisnanon
[6] ailongnhaiep2

Top Hashtags in Tweet in G10:
[16] covid
[6] strasbourg
[3] convid
[2] ppe
[2] leproghebdo
[2] togo
[2] macron
[1] compromission
[1] nhs
[1] healthcare

Top Words
Top Words in Tweet in Entire Graph:
[3014] ppe
[1766] covid
[1487] forget
[1476] call
[1474] contract
[1473] 200
[1469] mone
[1468] michelle
[1458] clairebubblepop
[1453] mill

Top Words in Tweet in G1:
[1354] michelle
[1354] mone
[1354] covid
[1352] 200
[1351] clairebubblepop
[1348] call
[1346] mill
[1342] forget
[1342] mission
[1342] injunction

Top Words in Tweet in G2:
[289] ppe
[96] contracts
[85] money
[84] trace
[79] trussliz
[71] law
[64] track
[64] etc
[63] energy
[61] covid

Top Words in Tweet in G3:
[303] ppe
[64] في
[62] مساج
[62] و
[62] الرياض
[62] جدة
[49] #ppe
[47] مختصين
[33] safety
[31] money

Top Words in Tweet in G4:
[294] doing
[286] bow
[280] lutaviacosplay
[279] safety
[277] respirator
[276] fact
[276] wearing
[275] fun
[275] make
[275] prop

Top Words in Tweet in G5:
[240] billion
[238] truss
[233] lbc
[222] iaindale
[221] pensions
[220] year
[219] saved
[219] according
[219] state
[219] insignificant

Top Words in Tweet in G6:
[300] ppe
[295] richardjmurphy
[283] truss
[282] tax
[282] oxford
[280] first
[279] shocked
[279] amount
[279] paid
[279] payslip

Top Words in Tweet in G7:
[237] น
[199] ม
[181] ก
[156] ว
[150] ต
[142] ค
[136] อ
[125] ด
[124] ส
[122] ง

Top Words in Tweet in G8:
[80] 応募方法
[75] 10
[53] フォロー
[33] 様
[32] リツイート
[28] 公式
[28] 様より
[27] をフォロー
[26] その場で当たる
[26] 締切

Top Words in Tweet in G9:
[192] #perthtanapon
[191] #kdppe
[166] ร
[157] ppe
[140] เพ
[134] ธ
[133] 2022
[133] #gmmtv
[132] ธนพนธ
[132] support

Top Words in Tweet in G10:
[76] députés
[66] ppe
[58] par
[51] voile
[50] campagnes
[50] europe
[50] notre
[49] islamiste
[49] financées
[49] nom

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1467] michelle,mone
[1451] 200,mill
[1450] mill,covid
[1449] forget,mission
[1449] mission,call
[1449] call,michelle
[1449] mone,injunction
[1449] injunction,200
[1449] covid,contract
[1448] clairebubblepop,forget

Top Word Pairs in Tweet in G1:
[1354] michelle,mone
[1344] 200,mill
[1343] mill,covid
[1342] forget,mission
[1342] mission,call
[1342] call,michelle
[1342] mone,injunction
[1342] injunction,200
[1342] covid,contract
[1341] clairebubblepop,forget

Top Word Pairs in Tweet in G2:
[76] ppe,contracts
[58] track,trace
[32] left,bit
[32] bit,investigation
[32] investigation,vip
[32] vip,purchasers
[32] purchasers,ppe
[32] ppe,six
[32] six,million
[32] million,nhs

Top Word Pairs in Tweet in G3:
[31] مركز,مساج
[31] مساج,سبا
[31] سبا,زيارات
[31] و,فندقية
[31] كفاءة,و
[31] و,خبرة
[31] خبرة,عالية
[31] عالية,وسائل
[31] وسائل,دفع
[31] دفع,متعددة

Top Word Pairs in Tweet in G4:
[275] fun,safety
[275] safety,fact
[275] fact,make
[275] make,bow
[275] bow,prop
[275] prop,wearing
[275] wearing,respirator
[275] respirator,gloves
[275] gloves,doing
[274] lutaviacosplay,fun

Top Word Pairs in Tweet in G5:
[219] billion,year
[219] year,saved
[219] saved,according
[219] according,truss
[219] truss,state
[219] state,pensions
[219] pensions,iaindale
[219] iaindale,lbc
[219] lbc,insignificant
[218] anniepop2027,billion

Top Word Pairs in Tweet in G6:
[281] oxford,ppe
[279] truss,shocked
[279] shocked,amount
[279] amount,tax
[279] tax,paid
[279] paid,first
[279] first,payslip
[279] payslip,mean
[279] mean,oxford
[279] ppe,know

Top Word Pairs in Tweet in G7:
[94] #กราดย,งหนองบ
[58] งหนองบ,วล
[58] วล,าภ
[40] jisoo,cartier
[36] งหนองบ,วลำภ
[26] เส,อก
[24] ยช,ว
[24] cartier,seoul
[24] seoul,#jisooatmaisoncheongdam
[23] อก,เส

Top Word Pairs in Tweet in G8:
[18] 抽選でプレゼント,応募方法
[14] リツイート,応募期間
[12] フォロー,rtで
[11] 締切,10月8日まで
[10] 応募方法,このアカウントをフォロー
[10] このアカウントをフォロー,このツイートをいいね
[10] このツイートをいいね,リツイート
[8] 10,11
[8] このアカウントをフォロー,この投稿をリツイート
[8] 0,0

Top Word Pairs in Tweet in G9:
[163] #perthtanapon,#kdppe
[134] เพ,ร
[134] ร,ธ
[132] ธ,ธนพนธ
[131] #kdppe,#gmmtv
[130] รวมผลงาน,เพ
[130] ธนพนธ,2022
[130] 2022,#perthtanapon
[130] #gmmtv,thank
[130] thank,support

Top Word Pairs in Tweet in G10:
[49] financées,par
[49] nom,notre
[49] notre,délégation
[48] acceptons,campagnes
[48] campagnes,voile
[48] voile,islamiste
[48] islamiste,financées
[48] par,europe
[48] europe,nom
[48] délégation,française

Top Replied-To
Top Replied-To in Entire Graph:
@maenoo42
@ppe_ee825
@format_ppe
@ori_ppe
@patrickchristys
@_ashawndabney
@riko_ppe
@conservatives
@pimr_ppe
@trussliz

Top Replied-To in G1:
@clairebubblepop
@sallytyro

Top Replied-To in G2:
@conservatives
@trussliz
@supertanskiii
@michelledonelan
@brandonlewis
@andrewrtdavies
@nadhimzahawi
@pippacrerar
@mike_fabricant
@pennymordaunt

Top Replied-To in G4:
@lutaviacosplay
@lovelltchl
@zerggiee
@ragegearprops
@kazuhamalewife
@fullmetalkate
@kamuicosplay
@chezahde
@heathernharmony

Top Replied-To in G5:
@lbc
@withorpe
@beckettunite
@kit_yates_maths
@richardhewison
@fowlpest
@woolleremma
@paullewismoney
@southwelljan
@sergeantdixie

Top Replied-To in G6:
@richardjmurphy
@anti_growth_co
@sherelle_e_j
@dodgy_jammer
@bloomberguk
@johnandi
@themingford
@beckettunite

Top Replied-To in G7:
@crishorwang
@febujw
@ppe_ii
@linlin_ssakura
@itampp
@fluffyslutyyyyy
@ekiiiiiiii_1
@appleofyxurpie
@uvuryyb

Top Replied-To in G8:
@riko_ppe
@dozo_bot
@hoppe_ppe_
@hisayo_ppe
@rodin__sub
@sura_ppe
@jururiotoriyose
@the000preznts
@toyojewelry
@rm_fukusige

Top Replied-To in G9:
@goldenpup_ppe
@perthppe
@moe_ppe
@makemacan
@sall2909_
@gunnapatn
@ohmpawatt
@foeifoeifoeii
@aclanni
@rachelguo81

Top Replied-To in G10:
@amgkodjo
@mebareknora
@ppe_fr
@grispastor
@pierre_ka
@europarl_en
@giorgiameloni
@rafaduarteg
@mguardiolapp
@fxbellamy

Top Mentioned
Top Mentioned in Entire Graph:
@clairebubblepop
@richardjmurphy
@lutaviacosplay
@lbc
@iaindale
@anniepop2027
@ppetrends
@byron_wan
@trussliz
@rcphysicians

Top Mentioned in G1:
@clairebubblepop
@ali4bs
@jerrykoolkeogh

Top Mentioned in G2:
@trussliz
@conservatives
@suellabraverman
@irenegarth1946
@gillgall23
@garybro03036010
@clairebubblepop
@dalbideu
@bbcr4today
@bbcpolitics

Top Mentioned in G3:
@queeringpsych

Top Mentioned in G4:
@lutaviacosplay
@fabrickind
@kamuicosplay
@thekroog
@starscassiopeia
@heathernharmony
@empirespuzzles
@ambercosplay
@earlcraytea
@powycosplay

Top Mentioned in G5:
@lbc
@iaindale
@anniepop2027
@clairebubblepop
@dgurdasani1
@steveco12420968
@withorpe
@richardjmurphy
@adambienkov
@suefreelance

Top Mentioned in G6:
@richardjmurphy
@clairebubblepop
@childofalba
@silupunga
@suellabraverman
@lbc
@meltarps75mel
@reedmal
@sherelle_e_j
@dalbideu

Top Mentioned in G7:
@newsjisoo
@jisooramyeonth
@oueiija
@tarotyouuuu
@lilygoround
@blackpink
@crishorwang
@thejay___
@jisoovibe_chu
@ben_ppe

Top Mentioned in G8:
@famima_now
@cam_navi_
@suntory
@akiko_lawson
@foodloss_sos
@kingandprince_j
@kyoazuki
@xam_jcedu

Top Mentioned in G9:
@ppetrends
@perthppe
@loveinppe
@ohmpawatt
@whattheppe
@chitanamonac
@chimonac
@mynameisnanon
@cebublorg
@plz_more_giman

Top Mentioned in G10:
@ppe
@nadine__morano
@fxbellamy
@arnaudpln
@lapinkres
@pestrasbourg
@ppe_fr
@populares
@geoffroydidier
@theprogressives

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@subwayjp
@asahibeer_jp
@hokkahokkap
@housefoods_now
@famima_now
@docomo_dmarket

Top Tweeters in G1:
@catherinemginn
@sandssims
@mae_carson2
@xraypat
@oatcake1967
@kcolaizzo
@jacqui703
@hawkins_carole
@wagjuer
@blondiesa

Top Tweeters in G2:
@isthisab0t
@guardian
@spanishdan1
@jorichardskent
@aunty_shirley
@telegraph
@bbcnews
@hausofrushdi
@vespasian91
@peterandann

Top Tweeters in G3:
@infoitinterno
@gdastory
@dr_shibley
@user1566233
@pisslordebot
@newsafricanow
@ebthen
@pleasureethics
@surreyjobs_uk
@swingtradeasx

Top Tweeters in G4:
@strangekeith
@two_cams25
@emetselchsimp
@azureskysm
@giratinasdad
@john_chu
@dawnbrigayde
@wanderindreamr
@not_your_victim
@8ayonetta

Top Tweeters in G5:
@sandradunn1955
@lesleygsmith3
@porridgeisgood
@curiocat13
@roadwarrior29
@catwoman1979
@cleggy261
@fiona_fionnagal
@markrowantree
@terryelaineh1

Top Tweeters in G6:
@roblwilson
@camz99
@ferguson2811
@mckinlay_liz
@childofalba
@shirleyyoung2
@marciaj64
@argyllseaglass
@caravaggio12
@hacketttom

Top Tweeters in G7:
@itampp
@saymnmel17
@sirinishappy
@thejay___
@myjmfh
@thairath_news
@tarotyouuuu
@sugatakemymoney
@apinyaistired
@izesy_tk

Top Tweeters in G8:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@subwayjp
@asahibeer_jp
@hokkahokkap
@housefoods_now
@famima_now
@docomo_dmarket

Top Tweeters in G9:
@petalkiss
@tkmmtrigon
@nunamaki_kyumin
@helen22753507
@suhonomics
@8xwrvleoj0iurfd
@christmasprinc6
@dimples039
@pnnpopz
@ppe2003perth

Top Tweeters in G10:
@locuspolitikus
@legrouxvincent
@foxnews
@ouestfrance
@portpartes
@hephaistos_ai
@cnn
@rfi
@chaussat_helene
@minana_apg


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