PPE, Twitter, 10/14/2022 12:44:01 PM, 282867


FAQ | Problem?

PPE_2022-10-14_01-04-28.xlsx
PPE_2022-10-14_01-04-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2022
Short Description:
PPE via NodeXL https://bit.ly/3CAhxXM
@clairebubblepop
@trackntracer
@caro_dew_
@safetyfirst____
@sasswashere
@joepajak
@diafeliz_latin
@theresecoffey
@wrainbow_sky258
@emilymodo

Top hashtags:
#武汉病毒研究所
#ppe
#エクストリームス
#ティモンディ
#ママタルト
#kdppe
#perthtanapon
#bs2022
#ebola

Description:
Description
The graph represents a network of 7,831 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, 14 October 2022 at 08:12 UTC.

The requested start date was Friday, 14 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, 4-hour, 21-minute period from Tuesday, 11 October 2022 at 07:59 UTC to Thursday, 13 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 : 7831
Unique Edges : 5007
Edges With Duplicates : 11285
Total Edges : 16292
Number of Edge Types : 5
Replies to : 1708
Retweet : 4770
MentionsInRetweet : 6019
Tweet : 1998
Mentions : 1797
Self-Loops : 2027
Reciprocated Vertex Pair Ratio : 0.0164821944177093
Reciprocated Edge Ratio : 0.0324298733577938
Connected Components : 1201
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 2737
Maximum Edges in a Connected Component : 6525
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.970938
Graph Density : 0.00013779273617494
Modularity : 0.531589
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 7,831 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, 14 October 2022 at 08:12 UTC.

The requested start date was Friday, 14 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, 4-hour, 21-minute period from Tuesday, 11 October 2022 at 07:59 UTC to Thursday, 13 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:
[106] https://kpro-live.zaiko.io/buy/1tvg:ppE:f5816
[29] https://www.telegraph.co.uk/news/2022/10/08/china-began-stockpiling-ppe-months-covid-outbreak/
[17] https://www.cam.ac.uk/research/news/upgrading-ppe-for-staff-working-on-covid-19-wards-cut-hospital-acquired-infections-dramatically
[13] https://www.express.co.uk/news/science/1680769/covid-origin-mystery-deepens-china-ppe-stockpile-virus-outbreak-wuhan
[6] https://www.eunews.it/2022/10/12/regimenti-fi-ppe-ue-impreparata-di-fronte-al-covid-19-ora-progettiamo-insieme-le-difese-per-le-emergenze-del-futuro/
[5] https://www.ja-town.com/shop/a/a221003150/
[5] https://www.ja-town.com/shop/a/a221003151/
[5] https://web.tsite.jp/cpn/sns/221004/
[5] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[5] https://twitter.com/iridisalpha/status/1541051775792418816

Top URLs in Tweet in G1:
[5] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[5] https://twitter.com/iridisalpha/status/1541051775792418816
[5] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=share_btn_tw
[3] https://www.bmj.com/content/375/bmj.n2825
[1] https://twitter.com/BCollier2012/status/1579903779197325312
[1] https://www.jumblebee.co.uk/2ndasksformasksauction
[1] https://twitter.com/clairebubblepop/status/1579759750308589569
[1] https://twitter.com/clairebubblepop/status/1579784633742684160
[1] https://twitter.com/RaggedTP/status/1580145459036708865
[1] https://twitter.com/KayBurley/status/1580099397274042368

Top URLs in Tweet in G2:
[4] https://digitaleditions.telegraph.co.uk/data/1116/reader/reader.html?#!preferred/0/package/1116/pub/1116/page/41/article/NaN
[1] https://twitter.com/R_H_Ebright/status/1578851319267196928

Top URLs in Tweet in G3:
[3] https://www.telegraph.co.uk/news/2022/10/08/china-began-stockpiling-ppe-months-covid-outbreak/
[3] https://www.cam.ac.uk/research/news/upgrading-ppe-for-staff-working-on-covid-19-wards-cut-hospital-acquired-infections-dramatically
[3] https://twitter.com/KayBurley/status/1580099397274042368
[3] https://www.firerescue1.com/fire-products/personal-protective-equipment-ppe/helmets/articles/fire-helmet-selection-for-the-modern-world-beyond-knockdown-and-overhaul-T4L4UC0JNiateKlR/
[2] https://constructionmanagement.co.uk/ppe-substandard/
[2] https://dailysceptic.org/2022/10/10/china-began-stockpiling-ppe-in-september-2019-months-before-notifying-the-world-about-the-coronavirus/
[2] https://www.draglist.com/draglist/search.php?ID=121033&search=Search&VIEW=Extended
[2] https://twitter.com/jent_victoria/status/1579937423404199936
[2] https://www.ebay.com/itm/225140527349?campid=5575522381&utm_source=dlvr.it&utm_medium=twitter&mkevt=1&mkcid=l&mkrid=711-53200-19255-0&ufes_redirect=true
[2] https://www.firerescue1.com/personal-protective-equipment-ppe/articles/usaid-unsure-of-location-of-firefighter-ppe-sent-to-cuba-after-matanzas-oil-fire-8dTVilyFAhgULrO2/

Top URLs in Tweet in G4:
[3] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[2] https://twitter.com/PeterStefanovi2/status/1580181101737259009
[2] https://www.theguardian.com/politics/2022/mar/27/government-paid-firm-linked-to-tory-peer-122m-for-ppe-bought-for-46m
[1] https://twitter.com/IainDale/status/1580247026549534721
[1] https://blogs.lse.ac.uk/covid19/2022/05/03/the-biggest-mistakes-governments-made-during-covid-and-what-the-future-could-hold/
[1] https://www.itv.com/news/2022-07-01/all-the-tories-embroiled-in-sexual-misconduct-allegations-since-2019
[1] https://committees.parliament.uk/committee/127/public-accounts-committee/news/161243/government-has-risked-lost-unacceptable-billions-of-taxpayers-money-in-its-covid-response-and-must-account-to-the-generations-that-will-pay-for-it/#:~:text=The%20National%20Audit%20Office%20Covid,in%20response%20to%20the%20pandemic
[1] https://twitter.com/snowflake604/status/1580228482306834432
[1] https://www.mirror.co.uk/news/politics/fraud-error-covid-job-schemes-28222935
[1] https://twitter.com/DanCardenMP/status/1577341320888303616

Top URLs in Tweet in G5:
[3] https://twitter.com/KorhevKorhev1/status/1580407197590179841?t=64UnlddhIWvp0x3vT9RPUA&s=09
[2] https://censor.net/ua/n3372975
[2] https://censor.net/ua/n3372965
[2] https://censor.net/ua/n3373151
[2] https://censor.net/ua/n3373221
[2] https://censor.net/ua/n3373293
[2] https://censor.net/ua/n3373361
[2] https://censor.net/ua/n3373356
[2] https://censor.net/ua/n3373368
[2] https://censor.net/ua/n3373382

Top URLs in Tweet in G6:
[3] https://brownstone.org/articles/more-
[3] https://m.youtube.com/watch?v=J3dnkb

[2] https://www.bmj.com/content/379/bmj.o2460
[1] https://www.whatdotheyknow.com/request/734587/response/2141849/attach/17/11.2%20SBAR%20PPE%20Dec%202020%20Draft...061220.pdf?cookie_passthrough=1
[1] https://twitter.com/joepajak/status/1578578479691751424
[1] https://twitter.com/JoePajak/status/1579663015045378048
[1] https://twitter.com/JoePajak/status/1580104487230111744
[1] https://www.theguardian.com/society/2022/oct/13/long-covid-patient-testimony
[1] https://www.independent.co.uk/independentpremium/uk-news/covid-disability-benefit-nhs-staff-b2200507.html
[1] https://www.authorea.com/users/421653/articles/527590-ffp3-respirators-protect-healthcare-workers-against-infection-with-sars-cov-2?commit=e567e67501cd6ee0dd1a6e8e4acdf2c4fd70e0ec

Top URLs in Tweet in G7:
[1] https://twitter.com/brettbum/status/1579511984034545665

Top URLs in Tweet in G8:
[2] https://n.news.naver.com/entertain/article/108/0003095282
[2] https://www.instagram.com/p/CjkOMOYDuON/?igshid=YmMyMTA2M2Y=
[2] https://www.instagram.com/p/CjnQ033JTxV/?utm_source=ig_web_copy_link
[2] https://twitter.com/rarelyfold/status/1580204511607808000
[1] https://twitter.com/febujw/status/1521136522879111168
[1] https://www.instagram.com/p/CjpfRN0vUqE/?igshid=YmMyMTA2M2Y=

Top URLs in Tweet in G9:
[5] https://www.ja-town.com/shop/a/a221003150/
[5] https://www.ja-town.com/shop/a/a221003151/
[5] https://web.tsite.jp/cpn/sns/221004/
[3] https://www.kfc.co.jp/campaign/burgers
[3] http://www.lawson.co.jp/service/loppi/coupon/
[2] https://www.kirin.co.jp/alcohol/beer/honkirin/cp1013/?ts=1665646857&agechk=1
[2] https://www.springvalleybrewery.jp/campaign/silkalecp_2022/?ts=1665646840
[2] https://www.nights.fun/h/webgravure/html/weekly202209-5b/index.html
[2] https://www.jaxa.jp/press/2022/10/20221012-2_j.html
[2] https://togetter.com/li/1957326

Top URLs in Tweet in G10:
[2] https://www.cam.ac.uk/research/news/upgrading-ppe-for-staff-working-on-covid-19-wards-cut-hospital-acquired-infections-dramatically

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[106] zaiko.io
[95] co.uk
[28] co.jp
[27] ppe.pl
[26] youtube.com
[21] theguardian.com
[20] ukrinform.ua
[20] censor.net
[19] ac.uk

Top Domains in Tweet in G1:
[10] twitter.com
[6] co.uk
[5] theguardian.com
[3] bmj.com

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

Top Domains in Tweet in G3:
[54] twitter.com
[28] co.uk
[5] youtube.com
[5] firerescue1.com
[4] ac.uk
[4] 1001rss.com
[3] sky.com
[2] theguardian.com
[2] co.th
[2] apple.news

Top Domains in Tweet in G4:
[6] twitter.com
[3] org.uk
[3] theguardian.com
[1] ac.uk
[1] itv.com
[1] parliament.uk
[1] co.uk
[1] bmj.com

Top Domains in Tweet in G5:
[20] censor.net
[20] ukrinform.ua
[18] com.ua
[17] prm.ua
[11] 5.ua
[10] espreso.tv
[7] twitter.com
[5] gov.ua
[3] facebook.com
[2] t.me

Top Domains in Tweet in G6:
[5] twitter.com
[3] brownstone.org
[3] youtube.com
[2] bmj.com
[1] whatdotheyknow.com
[1] theguardian.com
[1] co.uk
[1] authorea.com

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

Top Domains in Tweet in G8:
[5] instagram.com
[3] twitter.com
[2] naver.com

Top Domains in Tweet in G9:
[21] co.jp
[10] ja-town.com
[7] monipla.com
[6] bit.ly
[5] tsite.jp
[4] twitter.com
[2] springvalleybrewery.jp
[2] nights.fun
[2] jaxa.jp
[2] togetter.com

Top Domains in Tweet in G10:
[2] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[455] 武汉病毒研究所
[164] ppe
[111] エクストリームス
[88] ティモンディ
[81] ママタルト
[62] kdppe
[59] perthtanapon
[48] bs2022
[46] ebola
[45] uganda



Top Hashtags in Tweet in G1:
[5] wherehasallthemoneygone
[2] lineofduty
[1] torycriminals
[1] torycorruption
[1] enoughisenough
[1] generalelectionnow

Top Hashtags in Tweet in G2:
[451] 武汉病毒研究所
[2] 华南海鲜市场

Top Hashtags in Tweet in G3:
[65] ppe
[15] safety
[11] workwear
[8] safetyfirst
[5] construction
[4] 郑州
[3] generalelectionnow
[3] costoflivingcrisis
[3] staysafe
[3] safetyequipment

Top Hashtags in Tweet in G4:
[3] ts
[3] tory
[2] toriesout97
[2] toriesdestroyingourcountry
[2] toriesout96
[2] ppe
[2] torycorruption
[2] detesttoryvalues
[1] generalelectionnow
[1] torychaos

Top Hashtags in Tweet in G5:
[11] новини
[2] зсу
[2] сша
[2] оон
[1] всрф
[1] потерьнет
[1] україна
[1] ukraine
[1] неначасi

Top Hashtags in Tweet in G6:
[21] longcovid
[11] ppe
[10] ffp3
[7] sarscov2
[1] covid19
[1] covid
[1] uganda
[1] ebola
[1] electricscooters
[1] uk

Top Hashtags in Tweet in G8:
[20] jisoo
[16] 지수
[11] 블랙핑크지수
[4] เงินกู้สําหรับติ่ง
[3] ต้าห์อู๋
[2] supportมิลลิ
[2] งานหนังสือ
[2] หนังสือออกใหม่
[2] บูธenterbookso38
[2] ผู้จัดไม่ควรเอาเปรียบติ่ง

Top Hashtags in Tweet in G9:
[29] その場で当たる
[27] キャンペーン
[26] プレゼント
[16] kcon
[11] プレゼントキャンペーン
[11] 懸賞
[11] じぇー太
[11] jaタウン
[8] ローソン
[8] 京都フルーツ大福

Top Words
Top Words in Tweet in Entire Graph:
[4471] ppe
[1198] 同时
[824] tory
[752] michelle
[749] mone
[749] useless
[694] govt
[694] clairebubblepop
[689] 100
[674] amazing

Top Words in Tweet in G1:
[678] ppe
[645] clairebubblepop
[639] mone
[629] michelle
[625] tory
[616] govt
[616] useless
[614] amazing
[613] peer
[612] deliver

Top Words in Tweet in G2:
[908] ppe
[902] 同时
[452] 50
[452] 中国对美国个人防护设备
[452] 出口下降
[452] 2019年8至9月
[451] #武汉病毒研究所
[451] rfa_chinese
[451] 这是巧合吗
[451] 美的全球

Top Words in Tweet in G3:
[333] ppe
[64] #ppe
[62] في
[60] و
[60] مساج
[60] الرياض
[60] جدة
[53] مختصين
[35] more
[30] ه

Top Words in Tweet in G4:
[227] ppe
[111] money
[109] trace
[97] track
[75] contracts
[69] kayburley
[54] jacob_rees_mogg
[42] useless
[42] billion
[37] covid

Top Words in Tweet in G5:
[216] format_ppe
[100] не
[92] на
[79] в
[61] з
[61] а
[51] і
[46] у
[42] це
[42] для

Top Words in Tweet in G6:
[130] uk
[89] covid
[83] symptomatic
[76] critical
[68] joepajak
[62] masks
[60] 10
[59] ipc
[56] drtomlinsonep
[55] cases

Top Words in Tweet in G7:
[162] caro_dew_
[152] ppe
[135] crying
[132] hold
[132] back
[132] 76
[132] forehead
[132] stroke
[132] hand
[132] knowing

Top Words in Tweet in G8:
[244] น
[223] ม
[134] ก
[130] ท
[119] ว
[113] ด
[106] ต
[105] อ
[92] ค
[91] บ

Top Words in Tweet in G9:
[155] 応募方法
[135] 10
[69] フォロー
[64] をフォロー
[54] この投稿をrt
[43] 締切
[41] その場で当たる
[38] 抽選でプレゼント
[37] 23
[36] 11

Top Words in Tweet in G10:
[156] で医療従事者も防護をアップグレードするように欧州各国で指示が
[156] コロナ感染拡大
[156] イギリスでは国のnhsが医療従事者はマスクをffp3の高機能マスク着用するように指示
[156] また医療従事者は無症状でも全員がコロナ定期検査を受けてる
[156] 第8波
[155] diafeliz_latin
[155] 無症状
[5] hospital
[5] face
[4] working

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[729] michelle,mone
[704] useless,ppe
[662] tory,peer
[660] deliver,useless
[660] govt,found
[660] amazing,govt
[660] 100,mills
[660] peer,michelle
[660] mills,tory
[660] mone,deliver

Top Word Pairs in Tweet in G1:
[628] michelle,mone
[615] useless,ppe
[613] tory,peer
[612] amazing,govt
[612] mills,tory
[612] 100,mills
[612] govt,found
[612] found,100
[612] peer,michelle
[612] mone,deliver

Top Word Pairs in Tweet in G2:
[452] 2019年8至9月,中国对美国个人防护设备
[452] 出口下降,50
[452] 中国对美国个人防护设备,ppe
[452] ppe,出口下降
[451] 澳,美的全球
[451] ppe,库存
[451] 10月9日报道,美国前政府官员调查发现
[451] 电讯报,10月9日报道
[451] 库存,同时
[451] 删除蝙蝠病毒基因序列数据库,这是巧合吗

Top Word Pairs in Tweet in G3:
[30] جدة,ه
[30] مساج,داخل
[30] 24,ساعة
[30] افضل,مساج
[30] العميل,مطلبنا
[30] في,الرياض
[30] مساج,سبا
[30] ساعة,رابط
[30] الواتساب,في
[30] ه,نا

Top Word Pairs in Tweet in G4:
[93] track,trace
[67] ppe,contracts
[48] kayburley,jacob_rees_mogg
[30] useless,ppe
[26] dodgy,ppe
[18] ppe,contract
[17] kayburley,theresecoffey
[16] test,trace
[15] blah,blah
[14] fake,ppe

Top Word Pairs in Tweet in G5:
[12] format_ppe,а
[10] format_ppe,це
[8] в,україні
[8] format_ppe,я
[7] системи,ппо
[6] format_ppe,ні
[6] для,україни
[6] format_ppe,ніт
[6] з,українським
[5] format_ppe,не

Top Word Pairs in Tweet in G6:
[52] two,half
[52] guidance,change
[52] ipc,guidance
[52] today,critical
[52] uk,ipc
[52] half,years
[52] surgical,masks
[52] critical,shortage
[52] years,ago
[52] drove,uk

Top Word Pairs in Tweet in G7:
[135] crying,ppe
[132] knowing,stroke
[132] hold,hand
[132] 76,crying
[132] ppe,77
[132] back,prevent
[132] hand,back
[132] 77,knowing
[132] forehead,hold
[132] stroke,forehead

Top Word Pairs in Tweet in G8:
[26] น,าร
[21] ฮ,ซ
[16] บ,งท
[15] ค,ณพ
[15] #jisoo,#지수
[14] ไม,ได
[14] อาร,ม
[12] งท,น
[11] ม,ท
[11] ร,ต

Top Word Pairs in Tweet in G9:
[34] 抽選でプレゼント,応募方法
[20] をフォロー,この投稿をrt
[18] フォロー,rtするだけで
[18] リツイート,応募期間
[16] 締切,10月15日まで
[16] いいね,リツイート
[16] 応募方法,本アカウントをフォロー
[14] 応募方法,アカウントをフォロー
[13] 本投稿をリツイート,締切
[13] フォロー,rtで

Top Word Pairs in Tweet in G10:
[156] イギリスでは国のnhsが医療従事者はマスクをffp3の高機能マスク着用するように指示,また医療従事者は無症状でも全員がコロナ定期検査を受けてる
[156] コロナ感染拡大,第8波
[156] で医療従事者も防護をアップグレードするように欧州各国で指示が,イギリスでは国のnhsが医療従事者はマスクをffp3の高機能マスク着用するように指示
[156] 第8波,で医療従事者も防護をアップグレードするように欧州各国で指示が
[155] また医療従事者は無症状でも全員がコロナ定期検査を受けてる,無症状
[155] diafeliz_latin,コロナ感染拡大
[4] addenbrooke,hospital
[4] こんな研究も,addenbrooke
[4] face,masks
[4] working,covid

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@po_ppe_
@kayburley
@brugesgroup
@ppe_doo
@karlaforflorida
@ks_ppe
@ori_ppe
@ho_xx_ppe
@realstephenkerr

Top Replied-To in G1:
@clairebubblepop
@oldboatie
@richardjmurphy
@davesumnersmith
@simplex2014
@williamnhutton
@thom_brooks
@mikeukmike2000
@susieb3_susie
@socialist1959

Top Replied-To in G2:
@rfa_chinese

Top Replied-To in G3:
@hygnstp

Top Replied-To in G4:
@kayburley
@realstephenkerr
@tesswhite4ne
@conservatives
@toryboypierce
@jakeberry
@johnredwood
@dpjhodges
@huwmerriman
@socialistanyday

Top Replied-To in G5:
@format_ppe
@cgtr
@gae444ka_999
@irynagerashche2
@klimnikgmailco1
@wvhnjxj0obvuqiw
@espresotv
@vsevigor
@1tvru_news
@rittersuper

Top Replied-To in G6:
@trishgreenhalgh
@bethh_persist
@rhonddabryant
@camillahmturner
@ewaneadie
@danielgoyal
@bladeofthes
@drmarkporter
@julieta58407536
@theblade113

Top Replied-To in G7:
@caro_dew_
@drkgregorevic
@justjul77588855
@inside_cupboard
@mark_butler_mp
@iamsam_au
@br3nda
@ericidle
@stevenwoosnam

Top Replied-To in G8:
@febujw
@appleofyxurpie
@ppe_ii
@yamyummy
@pwittaya
@shiba_deawdai
@bbbbbxmz
@jannpinkarn
@lowfatpopcorn
@chudalee

Top Replied-To in G9:
@nabekuma
@kazu_ppe
@ppe_po12
@riko_ppe
@ppe___ppe
@hoppe_ppe_
@yasu_ppe
@nightsnet_fun
@mcdonaldsjapan
@sura_ppe

Top Replied-To in G10:
@nekomataiza

Top Mentioned
Top Mentioned in Entire Graph:
@clairebubblepop
@rfa_chinese
@caro_dew_
@diafeliz_latin
@gtv26543476
@nurseborisbash
@gemmagould
@kpro20040519
@zaleskiluke
@nhsactivistrn

Top Mentioned in G1:
@clairebubblepop
@nhsactivistrn
@satyagrahalba
@johnbro86507172
@richardjmurphy
@paultempleman6
@pasturebnb
@jayceebrownbook
@gemmagould
@noteasilyduped

Top Mentioned in G2:
@rfa_chinese
@georgekaw1
@voczj
@jack27059955

Top Mentioned in G3:
@elsewhere55
@fairbanksscales
@viniciuinho
@myknittingwool
@lenderprice
@powerbymomblog

Top Mentioned in G4:
@jacob_rees_mogg
@kayburley
@theresecoffey
@realstephenkerr
@murdo_fraser
@conservatives
@kathmckevitt
@clairebubblepop
@lucullus_l
@bagpuss61

Top Mentioned in G5:
@format_ppe
@censor_net
@prm_ua
@ukrinform
@5channel
@espresotv
@light1065s
@europeanpravda
@servicessu
@ukrainiansfirst

Top Mentioned in G6:
@joepajak
@drtomlinsonep
@join_zoe
@pimlicat
@dottyduff
@camillahmturner
@bbcnews
@danielgoyal
@lcnmuk
@doctorasadkhan

Top Mentioned in G7:
@caro_dew_
@alonsosleftboot
@drkgregorevic
@inside_cupboard
@pjfred60
@youramsa
@mark_butler_mp
@amapresident
@_ph___ph_
@joepajak

Top Mentioned in G8:
@lilygoround
@jannpinkarn
@bts_twt
@tarotyouuuu
@my___sunoo
@yamyummy
@newsjisoo
@musicemia
@yoong_coffee
@meowsriki

Top Mentioned in G9:
@ja_jatown
@otasuke_1234
@koikeya_cp
@foodloss_sos
@kirin_brewery
@kikaku_sub
@abema
@nightsnet_fun

Top Mentioned in G10:
@diafeliz_latin
@momo_ni
@nekomataiza

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@asahibeer_jp
@kfc_jp
@qoo10_shopping
@itoham_inc
@711sej
@koikeya_cp

Top Tweeters in G1:
@catherinemginn
@shirleyyoung2
@marciaj64
@magapanthus
@heather63262308
@juliecuninghame
@starterpat
@scotlandrobbed
@thecranecraney
@martinandrea86

Top Tweeters in G2:
@vincicat
@wong666v
@weimingzhang2
@wongkeeny
@xfhtld
@liying_2015
@rfa_chinese
@2hbugf2xcwwblkj
@cross19841
@liuzhaoyang5

Top Tweeters in G3:
@yoshiki7111
@tweeterofbabel
@crweworld
@girl4music
@zyutarou_komcom
@myknittingwool
@wavetop
@danspena
@feed_stocks
@immo_reedb

Top Tweeters in G4:
@cathymcrorie
@farmer_boycie
@natalie91231732
@trackntracer
@chicgibson
@samljpage
@dbashby
@viewvalley
@allanukscotland
@iantsaoir

Top Tweeters in G5:
@tewton44
@newstop_us
@light1065s
@shafir3035
@ukrinform
@5channel
@tatyana17112009
@espresotv
@iggae
@alciona4

Top Tweeters in G6:
@hazelglasgow
@spanishdan1
@thestephenralph
@childofalba
@euethnic
@chiller
@bbcnews
@daphne_miles
@ht4ecosocialism
@boogwinchester

Top Tweeters in G7:
@wildwalkerwoman
@angelakorras
@bprophetable
@jaquix173
@colleenmmck618
@grumpyyetamusin
@margarethollin1
@jodikoberinski
@koparafallskid
@cousincat

Top Tweeters in G8:
@lovertk323
@myjmfh
@novemberpp
@tarotyouuuu
@nnommmmm
@btbxx_
@_parinkpinnk
@joexjayo
@petterjoon
@izesy_tk

Top Tweeters in G9:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@asahibeer_jp
@kfc_jp
@qoo10_shopping
@itoham_inc
@koikeya_cp
@biccamerae

Top Tweeters in G10:
@sippomagari
@pisces1235
@soramiffy
@machiboni
@qbk_jitensya
@amardayo
@katoikumi
@fishcurry1963
@narapon1966
@outemachi


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