PPE, Twitter, 9/16/2022 10:03:13 PM, 281933


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PPE_2022-09-16_01-04-28.xlsx
PPE_2022-09-16_01-04-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
PPE via NodeXL https://bit.ly/3DuYGzs
@dfisman
@drtomlinsonep
@hazardscampaign
@sasswashere
@ladymimiofwoke
@jeremyvineon5
@ppe_sale
@jason_gasdive
@coniinthegarden
@edsuom

Top hashtags:
#ppe
#kdppe
#perthtanapon
#partygate
#4evejackpotmv
#safety
#キャンペーン
#プレゼント

Description:
Description
The graph represents a network of 7,913 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, 16 September 2022 at 08:13 UTC.

The requested start date was Friday, 16 September 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, 11-hour, 18-minute period from Tuesday, 13 September 2022 at 01:02 UTC to Thursday, 15 September 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 : 7913
Unique Edges : 6010
Edges With Duplicates : 10831
Total Edges : 16841
Number of Edge Types : 5
Retweet : 4031
MentionsInRetweet : 5453
Tweet : 2757
Mentions : 2711
Replies to : 1889
Self-Loops : 2824
Reciprocated Vertex Pair Ratio : 0.0235605241014545
Reciprocated Edge Ratio : 0.0460364063417499
Connected Components : 1503
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 1986
Maximum Edges in a Connected Component : 5147
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 10.244688
Graph Density : 0.000136005730672939
Modularity : 0.534687
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,913 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, 16 September 2022 at 08:13 UTC.

The requested start date was Friday, 16 September 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, 11-hour, 18-minute period from Tuesday, 13 September 2022 at 01:02 UTC to Thursday, 15 September 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:
[32] https://www.youtube.com/watch?v=KrJ4t6Rhmkc&feature=youtu.be

[22] https://www.youtube.com/watch?v=xFNUMWQAw2w&feature=youtu.be

[9] https://www.modekoninginmaxima.nl/wauw-maxima-laat-zien-hoe-krachtig-colourblocking-kan-zijn/
[8] https://www.rebelnews.com/the_liberals_are_looking_for_ways_to_recycle_or_throw_out_unused_ppe
[6] https://www.youtube.com/watch?v=PPE-gOYIbO8&feature=youtu.be

[6] https://phys.org/news/2022-09-ppe-covid19-pandemic-tangled-wildlife.html
[6] http://www.lawson.co.jp/service/loppi/coupon/
[5] https://www.youtube.com/watch?v=tEtPxl_I1ZY&feature=youtu.be

[5] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[5] https://rumble.com/v1fcord-industrial-hygienist-and-ppe-expert-stephen-petty-the-truth-about-cloth-mas.html

Top URLs in Tweet in G1:
[4] https://www.s-c-technology.com/solutions/cdmppe2.html
[4] https://twitter.com/overtime/status/1569793690259914761
[3] https://maskpro.us/
[3] https://twitter.com/couple_shopee/status/1265821061389578240/photo/1
[2] https://markusbgoransson.substack.com/p/how-the-swedish-left-embraced-a-pandemic
[2] https://worldnewsguru.us/business/insights-on-the-ppe-detection-global-market-to-2027-demand-for-multipurpose-equipment-presents-opportunities/364824/?ref=gsp
[2] https://ca.pipglobal.com/en/selector-guides/eyewear-protection/
[2] https://twitter.com/burackbobby_/status/1569369531067269121
[2] https://www.getsurrey.co.uk/news/surrey-news/surrey-coroner-criticises-government-covid-25008341
[2] https://www.eu.fishersci.com/go/webinar-Ansell-ppe

Top URLs in Tweet in G2:
[3] https://news.denfaminicogamer.jp/kikakuthetower/present-summer2022
[2] https://pochi-mo.com/teaser1/
[2] https://manga.gakken.jp/
[2] https://shizuoka.uminohi.jp/
[2] https://m.btcbox.co.jp/
[2] https://forms.gle/NcoyRQHm6HBBL47V6
[2] https://www.unitedcinemas.jp/all/campaign_now.php?info=76796
[1] https://wlazz.com/link.php?i=pgp388rl4a7u&m=mh44b1xi2el3&cxsid=5773428882643579693xta3943769826306&campaign_id=3114
[1] https://ssw.web.docomo.ne.jp/danimestore_10th/index.html?utm_source=twitter&utm_medium=owendmedia&utm_campaign=danime_202208_10th-twitter-cp-jinsei
[1] https://bit.ly/3eIILmS

Top URLs in Tweet in G3:
[2] https://www.sussexexpress.co.uk/news/people/migrants-land-on-st-leonards-beach-3843264
[2] https://www.bbc.co.uk/news/uk-england-kent-62889043
[2] https://www.standard.co.uk/news/uk/olivia-prattkorbel-liverpool-shooting-west-derby-arrest-police-b1024845.html
[1] https://twitter.com/harleyshah/status/1569285209282977793
[1] https://twitter.com/daveatherton20/status/1569963253266059264
[1] https://twitter.com/normanbrennan/status/1569993057239449601
[1] https://twitter.com/mailonline/status/1570001915387289607
[1] https://facts4eu.org/news/2022_sep_eu_sliding_downhill
[1] https://www.depher.com/
[1] https://www.unite-protectchildren.com/abusersexposednamedandshamed

Top URLs in Tweet in G4:
[2] https://elpais.com/internacional/2022-09-14/la-ue-quiere-recaudar-mas-de-140000-millones-con-su-plan-para-limitar-los-beneficios-a-las-energeticas.html?ssm=TW_CC
[1] https://www.radiofrance.fr/franceinter/podcasts/le-telephone-sonne/le-telephone-sonne-du-mercredi-14-septembre-2022-5005901
[1] https://www.radiofrance.fr/franceinter/direct
[1] https://twitter.com/jchribuisson/status/1569432681187885056
[1] https://elpais.com/espana/2022-09-14/la-derecha-europea-enmienda-la-plana-al-pp-de-feijoo-por-el-impuesto-a-las-energeticas.html?ssm=TW_CC
[1] https://elpais.com/internacional/2022-09-15/antonio-tajani-salvini-y-meloni-no-son-la-extrema-derecha.html
[1] https://twitter.com/TrouveAurelie/status/1569741291520499716
[1] https://twitter.com/EPP/status/1570049757342466050
[1] https://twitter.com/pabloechenique/status/1570062494382673920
[1] https://twitter.com/libre_mercado/status/1569574096299491329

Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=tEtPxl_I1ZY&feature=youtu.be

[4] https://www.youtube.com/watch?v=AUFbzkvXsBY&feature=youtu.be

[4] https://www.youtube.com/watch?v=6mlKoykV3SU&feature=youtu.be

[3] https://www.youtube.com/watch?v=xTydEp93IoA&feature=youtu.be

[2] https://www.instagram.com/p/Cic6EedBXdd/
[2] https://www.instagram.com/p/Cic6EedBXdd/?igshid=YmMyMTA2M2Y=
[2] https://bit.ly/3q3x8t4
[2] https://www.instagram.com/stories/lookmai.92/2927112467534429126?utm_source=ig_story_item_share&igshid=MDJmNzVkMjY=
[2] https://aisplay.ais.co.th/portal/get_section/6315bd4599c567945e587f7e/
[2] https://www.instagram.com/p/Cic6EedBXdd/?igshid=MDJmNzVkMjY=

Top URLs in Tweet in G6:
[2] https://twitter.com/quatremer/status/1542165767654936577
[1] https://www.liberation.fr/international/europe/journalisme-de-merde-quand-le-patron-des-verts-europeens-insulte-liberation-20211221_7Y5U3VBE6NFIBLKP7PEIUFYWUU/
[1] https://www.liberation.fr/international/europe/au-parlement-europeen-nayez-pas-peur-des-odeurs-degout-20220914_CRKKSKKQZZF73M66ER6L7TNXY4/
[1] https://twitter.com/eppgroup/status/1568977672318787584
[1] https://twitter.com/Alexand40021235/status/1569596451138801665

Top URLs in Tweet in G7:
[2] https://www.rbc.ua/ukr/news/nbu-napechatal-byudzheta-eshche-15-mlrd-griven-1663050248.html
[2] https://ssu.gov.ua/novyny/sbu-zatrymala-shche-dvokh-ahentiv-rf-na-mykolaivshchyni-maly-zavdannia-vidstezhuvaty-himars-video
[2] https://t.me/SBUkr/5087
[2] https://t.me/SBUkr/5093
[2] https://nv.ua/ukr/ukraine/politics/plivki-medvedchuka-verhovniy-sud-zakriv-spravu-za-pozovom-poroshenka-do-zelenskogo-50269553.html
[2] https://www.eurointegration.com.ua/news/2022/09/13/7146660/
[2] https://www.eurointegration.com.ua/news/2022/09/13/7146675/
[2] https://www.eurointegration.com.ua/news/2022/09/13/7146702/
[2] https://www.eurointegration.com.ua/news/2022/09/14/7146735/
[2] https://www.eurointegration.com.ua/news/2022/09/14/7146743/

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=-M3dxXlXEkM&feature=youtu.be

[1] https://twitter.com/sasswashere/status/1569232198305304577
[1] https://twitter.com/sasswashere/status/1569694843432992769
[1] https://twitter.com/sasswashere/status/1570276325516099585
[1] https://twitter.com/sasswashere/status/1570074832766746625
[1] https://twitter.com/sasswashere/status/1569959502019203074
[1] https://twitter.com/sasswashere/status/1569960389210693633
[1] https://twitter.com/sasswashere/status/1569724932778598401
[1] https://twitter.com/sasswashere/status/1569959903304851458
[1] https://twitter.com/sasswashere/status/1570378253109710851

Top URLs in Tweet in G9:
[1] https://www.buymeacoffee.com/wotsinyourU
[1] https://twitter.com/lovebeachboys/status/1570170667534028800
[1] https://newsopener.com

Top URLs in Tweet in G10:
[1] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[1] https://twitter.com/danielgoyal/status/1569800776117092352
[1] https://twitter.com/paullewismoney/status/1569948894829887489
[1] https://twitter.com/docrussjackson/status/1533723937883955200
[1] https://www.independent.co.uk/news/health/academics-university-of-exeter-society-nhs-ppe-b2138391.html?r=51640

Top Domains
Top Domains in Tweet in Entire Graph:
[274] twitter.com
[133] youtube.com
[62] ppe.pl
[53] espreso.tv
[49] co.uk
[41] com.ua
[37] co.jp
[26] ukrinform.ua
[19] amazon.com
[19] censor.net

Top Domains in Tweet in G1:
[81] twitter.com
[20] co.uk
[16] amazon.com
[10] co.th
[7] youtube.com
[6] peing.net
[4] s-c-technology.com
[3] worldnewsguru.us
[3] pipglobal.com
[3] co.za

Top Domains in Tweet in G2:
[5] co.jp
[5] twitter.com
[3] bit.ly
[3] denfaminicogamer.jp
[3] unitedcinemas.jp
[2] pochi-mo.com
[2] gakken.jp
[2] uminohi.jp
[2] wlazz.com
[2] ne.jp

Top Domains in Tweet in G3:
[12] co.uk
[6] twitter.com
[1] facts4eu.org
[1] depher.com
[1] unite-protectchildren.com
[1] theguardian.com
[1] youtube.com
[1] euronews.com

Top Domains in Tweet in G4:
[14] twitter.com
[6] elpais.com
[2] radiofrance.fr
[1] eldiario.es
[1] cadenaser.com
[1] elconfidencial.com
[1] blogspot.com
[1] lemondedelenergie.com
[1] ign.fr

Top Domains in Tweet in G5:
[17] youtube.com
[9] instagram.com
[7] twitter.com
[3] weibo.com
[2] bit.ly
[2] co.th
[2] woopmag.com
[1] linkmix.co
[1] idntimes.com
[1] weibo.cn

Top Domains in Tweet in G6:
[4] twitter.com
[2] liberation.fr

Top Domains in Tweet in G7:
[53] espreso.tv
[41] com.ua
[26] ukrinform.ua
[19] censor.net
[11] prm.ua
[11] 5.ua
[8] gov.ua
[8] dialog.ua
[7] youtube.com
[7] t.me

Top Domains in Tweet in G8:
[10] twitter.com
[2] youtube.com
[1] ctvnews.ca

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

Top Domains in Tweet in G10:
[3] twitter.com
[1] org.uk
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[195] ppe
[149] kdppe
[133] perthtanapon
[116] partygate
[113] 4evejackpotmv
[35] safety
[34] キャンペーン
[29] プレゼント
[29] covid19
[28] 4eve



Top Hashtags in Tweet in G1:
[81] ppe
[16] safety
[10] workwear
[9] construction
[6] safetyfirst
[6] 質問箱
[6] 篠崎こころ
[5] gloves
[5] workgloves
[5] covid19

Top Hashtags in Tweet in G2:
[29] プレゼント
[25] キャンペーン
[23] 懸賞
[22] amazonギフト券
[16] 当選報告
[10] プレゼント企画
[8] rtキャンペーン
[7] 星のカービィwiiデラックス
[6] 懸賞好きさんと繋がりたい
[6] プレゼントキャンペーン

Top Hashtags in Tweet in G3:
[3] fthewef
[2] climatescam
[2] agenda2030
[2] brexit
[2] astrazeneca
[2] wef
[2] mrna
[2] endthemandates
[2] brazil
[2] crocodiles

Top Hashtags in Tweet in G4:
[12] soteu
[10] déforestation
[9] ppe
[3] epp
[2] azerbaïdjan
[2] arménie
[2] stoeu
[2] energie
[2] ukraine
[2] leproghebdo

Top Hashtags in Tweet in G5:
[149] kdppe
[133] perthtanapon
[113] 4evejackpotmv
[28] 4eve
[24] เพิร์ธชิม่อน
[17] ohmpawat
[15] gmmtv
[15] gmmtvsafehousess4
[14] mchoice2022
[11] zipxnightper

Top Hashtags in Tweet in G6:
[1] soteu
[1] rt

Top Hashtags in Tweet in G7:
[10] новини
[5] вірювзсу
[4] зсу
[1] uniflow
[1] україна
[1] ukraine
[1] hubbleclassic
[1] kharkivregion
[1] kharkiv

Top Hashtags in Tweet in G8:
[1] uoft
[1] corsirosenthalbox
[1] abed
[1] fomo
[1] boundaries

Top Hashtags in Tweet in G9:
[107] partygate
[1] torycorruption
[1] torysewageparty
[1] toriesout69
[1] enoughisenough

Top Hashtags in Tweet in G10:
[2] torycorruption
[2] gtto
[2] nhs
[1] toriesdestroyingourcountry
[1] godsavetheking
[1] covid19
[1] brexit
[1] partygate
[1] sewagescandal
[1] costoflivingcrises

Top Words
Top Words in Tweet in Entire Graph:
[3302] ppe
[662] covid
[372] น
[318] contracts
[313] people
[282] billion
[279] ร
[264] know
[222] over
[218] ก

Top Words in Tweet in G1:
[480] ppe
[130] و
[130] في
[130] الرياض
[130] جدة
[117] مساج
[117] مختصين
[78] #ppe
[66] 24
[65] مركز

Top Words in Tweet in G2:
[77] 応募方法
[69] フォロー
[57] をフォロー
[53] 様より
[48] 様
[41] よろしくお願いします
[38] ありがとうございます
[37] この投稿をrt
[35] 14
[34] 無言フォロー大歓迎

Top Words in Tweet in G3:
[35] people
[33] police
[31] ppe
[31] black
[30] one
[24] need
[23] year
[22] left
[22] ppe_sale
[21] white

Top Words in Tweet in G4:
[95] ppe
[41] manfredweber
[34] impuesto
[28] ppe_fr
[26] fxbellamy
[24] ce
[23] eléctricas
[19] vonderleyen
[19] ppe_es
[18] parlement

Top Words in Tweet in G5:
[202] ร
[167] น
[149] #kdppe
[133] #perthtanapon
[121] ก
[113] #4evejackpotmv
[112] ม
[96] ท
[77] ด
[72] อ

Top Words in Tweet in G6:
[214] quatremer
[210] ppe
[185] parlement
[183] alessandro
[152] robertametsola
[152] chef
[152] cabinet
[151] présidente
[151] européen
[148] maltaise

Top Words in Tweet in G7:
[172] format_ppe
[141] на
[120] в
[103] не
[98] у
[96] з
[75] і
[59] за
[56] та
[43] що

Top Words in Tweet in G8:
[155] ppe
[121] level
[92] pathogens
[84] strict
[80] labs
[68] require
[67] sasswashere
[64] spread
[56] being
[54] mutate

Top Words in Tweet in G9:
[108] covid
[108] govt
[107] things
[107] forgotten
[107] next
[107] tuesday
[107] #partygate
[107] 200k
[107] deaths
[107] lawbreaking

Top Words in Tweet in G10:
[47] ppe
[29] trace
[24] track
[15] money
[12] billions
[11] covid
[10] contracts
[9] companies
[9] test
[9] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[283] ppe,contracts
[175] parlement,européen
[152] chef,cabinet
[142] européen,nommé
[142] nommé,soir
[142] soir,chef
[142] cabinet,sa
[142] sa,présidente
[142] présidente,maltaise
[142] maltaise,ppe

Top Word Pairs in Tweet in G1:
[65] سبا,زيارات
[65] و,فندقية
[65] كفاءة,و
[65] و,خبرة
[65] خبرة,عالية
[65] في,الرياض
[65] الرياض,جدة
[65] جدة,ه
[65] ه,نا
[65] راحة,العميل

Top Word Pairs in Tweet in G2:
[18] 星のカービィ,wii
[17] をフォロー,この投稿をrt
[16] 23,59
[12] wii,デラックス
[11] ˊᗜˋ,و
[11] 13,火
[10] フォロー,rtで
[9] 締切,13
[8] 懸賞仲間募集中,懸賞垢さんフォロバ100
[8] 懸賞垢さんと繋がりたい,無言フォロー大歓迎

Top Word Pairs in Tweet in G3:
[13] year,old
[13] free,speech
[10] 23,men
[8] police,officer
[8] sure,need
[8] need,good
[8] good,secular
[8] secular,education
[8] education,run
[8] run,cash

Top Word Pairs in Tweet in G4:
[17] parlement,européen
[16] ppe,manfredweber
[15] algo,ppe
[15] manfredweber,aclaran
[15] aclaran,cómo
[15] cómo,encaja
[15] encaja,pretendido
[15] pretendido,europeísmo
[15] europeísmo,estar
[15] estar,haciendo

Top Word Pairs in Tweet in G5:
[74] #kdppe,#perthtanapon
[45] #perthtanapon,#kdppe
[40] เพ,ร
[38] ร,ธ
[32] #เพ,ร
[31] jackpot,#4evejackpotmv
[29] ร,ธช
[29] ธช,ม
[27] ม,อน
[20] องเพ,ร

Top Word Pairs in Tweet in G6:
[152] chef,cabinet
[151] parlement,européen
[142] européen,nommé
[142] nommé,soir
[142] soir,chef
[142] cabinet,sa
[142] sa,présidente
[142] présidente,maltaise
[142] maltaise,ppe
[142] ppe,robertametsola

Top Word Pairs in Tweet in G7:
[11] на,харківщині
[8] servicessu,сбу
[8] сбу,затримала
[8] format_ppe,а
[8] format_ppe,не
[7] санкції,проти
[7] пів,року
[6] населених,пунктів
[6] спонсором,тероризму
[6] ouqxp4rxqrmptlw,format_ppe

Top Word Pairs in Tweet in G8:
[84] strict,ppe
[82] level,pathogens
[77] ppe,labs
[67] require,strict
[65] pathogens,require
[53] spread,mutate
[46] being,allowed
[46] allowed,spread
[36] sasswashere,level
[25] labs,being

Top Word Pairs in Tweet in G9:
[107] things,forgotten
[107] forgotten,next
[107] next,tuesday
[107] tuesday,#partygate
[107] #partygate,200k
[107] 200k,covid
[107] covid,deaths
[107] deaths,govt
[107] govt,lawbreaking
[106] lincslimpet,things

Top Word Pairs in Tweet in G10:
[21] track,trace
[8] test,trace
[7] 37,billion
[7] dodgy,ppe
[7] ppe,contracts
[6] useless,ppe
[4] implausibleblog,ll
[4] ll,lose
[4] lose,140bn
[4] 140bn,energy

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@ppe_doo
@monyo_ppe
@riko_ppe
@hoppe_ppe_
@karingrey14
@ppe_sale
@jeffmusk
@sen_j59
@ppe_fr

Top Replied-To in G2:
@hoppe_ppe_
@dozo_bot
@jp_sohot
@rm_fukusige
@zerogou6666
@denfaminicogame
@rodin_present
@kaede02003
@osok_p
@g13gfn

Top Replied-To in G3:
@ppe_sale
@nytimes
@keepssimon
@pauljepaul
@normanbrennan
@1boysfan
@dantheman5043
@prentontommy
@planetjedward
@daveatherton20

Top Replied-To in G4:
@ppe_fr
@pabloruizfernn2
@fxbellamy
@populares
@bblues68
@frankhell76
@pbriday
@christophe_owd
@davidcormand
@antonio_tajani

Top Replied-To in G5:
@perthchimonofc
@makemacan
@geler_k
@nsolympixx
@hannahrsb
@ohmpawatt
@siwppe
@perthppe
@muhdadibasyari
@wawatalib

Top Replied-To in G6:
@24hpujadas
@politicoeurope

Top Replied-To in G7:
@format_ppe
@moni_kabelucci
@rybnyk
@sutulevic
@goshersky
@prof_preobr
@pinktetrapode
@espresotv
@epravda
@smetanatborschu

Top Replied-To in G8:
@luckytran
@geoffypjohnston
@protect_bc
@liberal_party
@dfisman
@truenorthcentre
@northernnurse12
@utdenthusiast99
@profawpeet
@lsequelae

Top Replied-To in G9:
@richardjmurphy
@foleyjerry3jf
@5fbpe
@lb39990903

Top Replied-To in G10:
@carlton13
@tuckera
@steve92592444
@danidemocracy22
@fred_karnos
@brianmoore666
@abbeyheffer
@eyejosh
@simon4124
@loriagne2

Top Mentioned
Top Mentioned in Entire Graph:
@quatremer
@robertametsola
@ladymimiofwoke
@jeremyvineon5
@lincslimpet
@beschlossdc
@millionmomsmeet
@mohammed12singh
@format_ppe
@soxthewavingcat

Top Mentioned in G1:
@beansprouts_mom
@dillonsupply
@agri_lover1
@_antoniodmc_
@olgadegayon
@s5sp0th6qh7ct96
@kwokscholars
@peterstwit77

Top Mentioned in G2:
@united_cinemas
@denfaminicogame
@homes_kun
@suntory
@kirby_jp
@hmv_japan
@victorian_mask
@lemon8_japan
@yoasobi_town
@cocokarafineinc

Top Mentioned in G3:
@ppe_sale
@activepatriotuk
@normanbrennan
@nytimes
@_barringtonii
@aimhumor
@pierrepoilievre
@petersweden7
@daveatherton20
@teresadg0

Top Mentioned in G4:
@ppe
@manfredweber
@fxbellamy
@ppe_fr
@ppe_es
@vonderleyen
@grispastor
@ernesturtasun
@eppgroup
@ernestortegalh

Top Mentioned in G5:
@perthppe
@love2pp
@kimppe_131
@ohmpawatt
@ppetrends
@loveinppe
@behindperth
@aheyekrn
@nsolympixx
@makemacan

Top Mentioned in G6:
@quatremer
@robertametsola
@ph_lamberts
@antonio_tajani
@jmaphatie
@oliviermarleix
@24hpujadas
@politicoeurope
@max_brisson
@maliciarogue

Top Mentioned in G7:
@format_ppe
@espresotv
@europeanpravda
@ukrinform
@censor_net
@nboloban
@ouqxp4rxqrmptlw
@servicessu
@epravda
@prm_ua

Top Mentioned in G8:
@sasswashere
@dgbassani
@justintrudeau
@vancouversun
@agentw15
@truenorthcentre
@luckytran
@theresadelorme9
@fordnation
@protect_bc

Top Mentioned in G9:
@lincslimpet
@djaymanic
@hattmancockmp
@richardjmurphy
@lgalloway77
@peter1murphy
@midagespread
@davidmcnab17
@foleyjerry3jf
@gfd8234

Top Mentioned in G10:
@conservatives
@gbnews
@implausibleblog
@emilyhewertson
@trussliz
@thegrit_music
@eyejosh
@femi_sorry
@himself132
@cbsnews

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@aeon_japan
@suntory
@kirin_brewery
@subwayjp
@caramelcorn1971
@asahibeer_jp
@kfc_jp
@housefoods_now

Top Tweeters in G1:
@zyitegadgets
@donelichterman
@immo_reedb
@joansinmiedo
@tdgch
@promostking
@ramyeonjpg
@viptapeenam
@disabledsenior
@theonyxshade

Top Tweeters in G2:
@aeon_japan
@suntory
@caramelcorn1971
@housefoods_now
@biccamerae
@kagome_jp
@routeinn_hotels
@panasonic_cp
@homes_kun
@tyakultcp

Top Tweeters in G3:
@chuddles11
@nytimes
@mailonline
@dailymailuk
@jdminiatures
@pauljepaul
@timmyvoe
@mariannesansum
@casualcactii
@somersetlevel

Top Tweeters in G4:
@repubblica
@she534
@legrouxvincent
@le_figaro
@lyuva26
@el_pais
@elhuffpost
@larazon_es
@kitten0409
@mariaredondo18

Top Tweeters in G5:
@bumbimknok
@schinarat
@xxxmonkey_ks
@tkmmtrigon
@boonzoonlee
@fessthai
@pordortrash
@nsolympixx
@sivkdrjor
@sfkkfs_

Top Tweeters in G6:
@cota3143
@josemar72168618
@sasam1714
@ivanvoinitski
@salvad_m
@dascritch
@ddomene
@dominiquelunel
@llibertatcat_
@actuspays

Top Tweeters in G7:
@lzedmitryy
@ivis03
@cnnturk
@newstop_us
@smetanatborschu
@ukrinform
@yuliyakyiv
@5channel
@tatyana17112009
@mertmehmet15

Top Tweeters in G8:
@inforenique
@jdignum
@geoffypjohnston
@mtnbvan
@vancouversun
@cassandranocov
@democat46
@kim_crawley
@fern_60
@davidakin

Top Tweeters in G9:
@logansteven
@iloveautumn2
@ladyjules_cath
@martinandrea86
@paul_trembath
@paolimichele
@carbonisedpleb
@markanthonysm16
@firehorsep
@mortimer4kim

Top Tweeters in G10:
@independent
@trackntracer
@cbsnews
@fascinatorfun
@timg33
@implausibleblog
@eyejosh
@allangpaterson
@gandoflam
@chrissiegrech


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