PPE, Twitter, 12/26/2022 1:39:22 PM, 286997


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PPE_2022-12-26_01-45-01.xlsx
PPE_2022-12-26_01-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
PPE via NodeXL https://bit.ly/3jz61WI
@jolyonmaugham
@carolvorders
@chrispduck
@bobgeor27574923
@lktranslator
@trackntracer
@campbellclaret
@dailymirror
@conservatives
@kevin_maguire

Top hashtags:
#ppe
#ppe_win
#torycorruption
#커미션
#generalelectionn0w

Description:
Description
The graph represents a network of 7,184 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 Monday, 26 December 2022 at 09:52 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 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 3-day, 1-hour, 49-minute period from Thursday, 22 December 2022 at 10:31 UTC to Sunday, 25 December 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 : 7184
Unique Edges : 3997
Edges With Duplicates : 13044
Total Edges : 17041
Number of Edge Types : 5
Replies to : 1184
Mentions : 1441
Tweet : 1573
Retweet : 5656
MentionsInRetweet : 7187
Self-Loops : 1601
Reciprocated Vertex Pair Ratio : 0.0100174723354688
Reciprocated Edge Ratio : 0.0198362357282897
Connected Components : 781
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 3301
Maximum Edges in a Connected Component : 8308
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.658094
Graph Density : 0.00016803393436681
Modularity : 0.499481
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,184 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 Monday, 26 December 2022 at 09:52 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 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 3-day, 1-hour, 49-minute period from Thursday, 22 December 2022 at 10:31 UTC to Sunday, 25 December 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:
[128] https://twitter.com/PhantomPower14/status/1363541296858750977/video/1
[52] https://www.amazon.com/hz/wishlist/ls/3TN16VK177PFU/?ref_=lol_ov_le
[22] https://www.youtube.com/watch?v=0PAnFhQxpVo&feature=youtu.be

[20] https://yorkshirebylines.co.uk/news/home-affairs/inside-story-of-how-arco-was-snubbed-by-vip-fast-lane-but-still-protected-countless-lives-with-ppe/
[19] http://ppe.jp/
[16] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0xMDc=%27&date=20221222122153&media=search_link&type=text
[9] https://www.theguardian.com/uk-news/2022/dec/21/ppe-medpro-ministers-warned-not-delay-releasing-documents-michelle-mone
[9] https://onl.tw/dWyF2u7
[9] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[7] https://www.dennys.jp/lineqr/08/

Top URLs in Tweet in G2:
[127] https://twitter.com/PhantomPower14/status/1363541296858750977/video/1
[2] https://twitter.com/RishiSunak/status/1606574123680931840
[2] https://twitter.com/SteveBarclay/status/1606229060455129089
[2] https://twitter.com/ByDonkeys/status/1603366602887536640
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://www.mirror.co.uk/news/politics/ppe-scandal-baroness-michelle-mone-28782800
[2] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[1] https://twitter.com/BBCNews/status/1605538534131056641
[1] https://twitter.com/RedRosa91940184/status/1603299218038341637
[1] https://twitter.com/Conservatives/status/1602647573453590529

Top URLs in Tweet in G3:
[1] https://www.ft.com/content/acb23407-1e91-4677-a7b2-c3135d0a0a12
[1] https://www.theguardian.com/politics/2022/dec/19/ppe-medpro-uk-government-issues-breach-of-contract-proceedings?CMP=share_btn_tw
[1] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal?CMP=share_btn_tw
[1] https://www.theguardian.com/world/2021/dec/06/at-least-46-vip-lane-ppe-deals-awarded-before-formal-due-diligence-in-place

Top URLs in Tweet in G4:
[1] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/inside-story-how-arco-snubbed-7906386?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://glplive.org/uyj
[1] https://goodlawproject.org/revealed-the-names-of-those-who-referred-covid-testing-firms-into-the-vip-lane/?utm_source=Twitter&utm_campaign=VIPTestandTrace211222&utm_medium=social%20media
[1] https://www.mirror.co.uk/news/politics/ppe-scandal-baroness-michelle-mone-28782800?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://mobile.twitter.com/GoodLawProject/status/1605617834687492096
[1] https://twitter.com/GoodLawProject/status/1605617834687492096
[1] https://twitter.com/JakeBerry/status/1605875055027789825
[1] https://www.theguardian.com/uk/2006/dec/19/iraq.military
[1] https://bylinetimes.com/2020/11/18/plymouth-exclusive-brethren-ppe-contracts-uk-government/
[1] https://www.ft.com/content/adb9cdec-60de-11e8-90c2-9563a0613e56

Top URLs in Tweet in G5:
[19] http://ppe.jp/
[4] https://twitter.com/yokyu_n/status/1606939599817035777
[3] https://twitter.com/nao_takami1128/status/1606944401447882753
[2] https://www.youtube.com/watch?v=zok8y2zt2es

[2] http://ppe.jp/talent/%e9%ab%98%e8%a6%8b%e5%a5%88%e5%a4%ae/
[1] https://www.youtube.com/watch?v=tFw-b5hIT10

[1] https://www.youtube.com/watch?v=bc-a061QDGc

[1] https://www.youtube.com/watch?v=7GBIOUOEWDM

[1] https://www.youtube.com/watch?v=GMsYSwlAa1w

[1] https://www.youtube.com/watch?v=7GBIOUOEWDM&feature=youtu.be


Top URLs in Tweet in G6:
[16] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0xMDc=%27&date=20221222122153&media=search_link&type=text
[9] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[2] https://twitter.com/1990_retro/status/1605568780536610816
[2] https://twitter.com/kangonooujisama/status/1605674390879842305
[2] http://A.e.seu.pa
[2] https://publications.parliament.uk/pa/cm5803/cmselect/cmpubacc/260/report.html
[2] https://twitter.com/tomhfh/status/1605650917948276737
[2] https://drewinseasia.com
[2] https://peing.net/ja/mita_ppe?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[2] https://twitter.com/yokyu_n/status/1606939599817035777

Top URLs in Tweet in G7:
[9] https://onl.tw/dWyF2u7
[7] https://www.dennys.jp/lineqr/08/
[3] https://chocotissue.jp/
[2] https://nenga.templatebank.com/contest/
[2] https://cdn.itogo.jp/kozosushi/web/app/applink.html?utm_source=SNS&utm_medium=Twitter&utm_campaign=common
[2] https://843fm.co.jp//
[2] https://www.fujisan.co.jp/
[2] https://job-promotion.jp/championship/entry/
[2] https://www.youtube.com/watch?v=T6FuDwshD44&feature=youtu.be

[2] https://freshjewellz.official.ec/

Top URLs in Tweet in G8:
[1] https://twitter.com/toryboypierce/status/1606367944077869075
[1] https://twitter.com/tomhfh/status/1605650917948276737
[1] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules

Top URLs in Tweet in G9:
[1] https://twitter.com/stevebarclay/status/1605228602165006340
[1] https://goodlawproject.org/revealed-the-names-of-those-who-referred-covid-testing-firms-into-the-vip-lane/
[1] https://www.irishnews.com/news/northernirelandnews/2021/12/15/news/unused-ppe-supplied-to-the-nhs-by-a-co-antrim-sweet-wholesaler-sold-on-to-public-at-99-5-per-cent-loss-2535836/

Top URLs in Tweet in G10:
[3] https://www.itv.com/news/2022-12-20/brexit-costs-government-40-billion-a-year-in-lost-tax-revenue
[2] https://www.theguardian.com/uk-news/2022/dec/21/ppe-medpro-ministers-warned-not-delay-releasing-documents-michelle-mone
[1] https://goodlawproject.org/revealed-the-names-of-those-who-referred-covid-testing-firms-into-the-vip-lane/
[1] https://www.theguardian.com/world/2021/dec/06/at-least-46-vip-lane-ppe-deals-awarded-before-formal-due-diligence-in-place

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[67] amazon.com
[46] youtube.com
[45] co.uk
[41] theguardian.com
[30] dmm.com
[22] ppe.jp
[22] co.jp
[18] instagram.com
[10] censor.net

Top Domains in Tweet in G2:
[175] twitter.com
[6] theguardian.com
[5] co.uk
[1] glplive.org
[1] ft.com
[1] bylinetimes.com
[1] sky.com
[1] youtube.com
[1] shift.no

Top Domains in Tweet in G3:
[3] theguardian.com
[1] ft.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] co.uk
[1] glplive.org
[1] goodlawproject.org
[1] theguardian.com
[1] bylinetimes.com
[1] ft.com

Top Domains in Tweet in G5:
[22] ppe.jp
[8] twitter.com
[7] youtube.com

Top Domains in Tweet in G6:
[52] twitter.com
[27] dmm.com
[13] amazon.com
[10] ppe.pl
[4] co.jp
[3] youtube.com
[3] wordpress.com
[3] edu.sa
[2] wataugademocrat.com
[2] seu.pa

Top Domains in Tweet in G7:
[9] onl.tw
[7] dennys.jp
[7] co.jp
[6] youtube.com
[6] monipla.com
[5] twitter.com
[4] p-bandai.jp
[4] aeonsquare.net
[4] g123.jp
[4] linemo.jp

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

Top Domains in Tweet in G9:
[1] twitter.com
[1] goodlawproject.org
[1] irishnews.com

Top Domains in Tweet in G10:
[3] theguardian.com
[3] itv.com
[1] goodlawproject.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[265] ppe
[255] ppe_win
[186] torycorruption
[140] 커미션
[134] generalelectionn0w
[132] generalstrikenow
[132] michellemoon
[127] matthancock
[127] sunakout61
[127] toriesout167



Top Hashtags in Tweet in G2:
[145] ppe
[133] generalelectionn0w
[132] generalstrikenow
[132] michellemoon
[127] torycorruption
[127] matthancock
[126] didoharding
[126] sunakout61
[126] toriesout167
[9] michellemone

Top Hashtags in Tweet in G3:
[3] writeapoemaboutrishisunak
[1] defraudingthedying
[1] labourfiles
[1] talkpaynow

Top Hashtags in Tweet in G4:
[3] torycostofgreedcrisis
[2] r4today
[2] ppescandal
[1] toriesout168
[1] gtto
[1] bbclaurak

Top Hashtags in Tweet in G5:
[253] ppe_win
[8] 篠原みなみ
[7] ppe
[5] 伊織もえ
[4] 篠崎こころ
[3] えなこ
[3] 高見奈央
[2] モエナー
[2] えなこりん
[2] 宮本彩希

Top Hashtags in Tweet in G6:
[29] ppe
[10] safety
[5] torycorruption
[4] merrychristmas
[4] covid19
[4] auspol
[4] covidisnotover
[4] maskup
[3] safetyfirst
[3] training

Top Hashtags in Tweet in G7:
[43] amazonギフト券
[30] 懸賞
[30] プレゼント
[28] キャンペーン
[28] プレゼント企画
[26] rtキャンペーン
[24] その場で当たる
[19] クリスマス
[17] アマギフ
[12] フォローrtキャンペーン

Top Hashtags in Tweet in G8:
[1] whovotedforthis
[1] i_have_the_emails
[1] still_no_apology
[1] gttonow

Top Hashtags in Tweet in G9:
[5] ppe
[1] sunakout61

Top Hashtags in Tweet in G10:
[1] gttonow
[1] carehomescandal
[1] ppe
[1] russiareport
[1] russiandonors
[1] partygate
[1] torycostofgreedcrisis
[1] torycorruption
[1] torycriminals

Top Words
Top Words in Tweet in Entire Graph:
[2844] ppe
[1301] mone
[850] michelle
[704] nurses
[696] tory
[652] です
[651] 看護師は
[651] 私生活も制限
[651] まともに休憩もとれない
[651] 昨日東京は陽性者21000人超え

Top Words in Tweet in G1:
[647] ppeに包まれてサウナ同然で汗まみれ
[647] 昨日東京は陽性者21000人超え
[647] 今が看護師史上
[647] 一般人よりも抑圧されて過ごさなければならない
[647] 私生活も制限
[647] まともに休憩もとれない
[647] 倒れそう
[647] です
[647] 看護師は
[647] 最も過酷な状態

Top Words in Tweet in G2:
[337] ppe
[257] force
[186] pay
[161] public
[154] back
[148] need
[145] #ppe
[143] profiteering
[137] inquiry
[134] ukhouseoflords

Top Words in Tweet in G3:
[831] mone
[456] michelle
[386] carolvorders
[384] nurses
[320] dailymirror
[313] husband
[311] history
[311] time
[309] today
[308] strike

Top Words in Tweet in G4:
[384] jolyonmaugham
[321] ppe
[208] tory
[207] far
[203] medpro
[199] love
[198] worst
[198] means
[198] transaction
[197] attentio

Top Words in Tweet in G5:
[522] nao_takami1128
[284] yokyu_n
[252] #ppe_win
[249] ˊᗜˋ
[249] 本日
[249] 高見奈央
[249] お知らせ
[249] و
[249] がppエンタープライズに所属致しました٩
[249] 今後ともppeをよろしくお願い致します

Top Words in Tweet in G6:
[204] ppe
[200] الرياض
[200] جدة
[200] مساج
[104] 24
[101] '
[100] نسعد
[100] العميل
[100] مركز
[100] مطلبنا

Top Words in Tweet in G7:
[165] 応募方法
[158] 12
[84] フォロー
[82] 23
[64] 締切
[61] をフォロー
[43] #amazonギフト券
[42] この投稿をrt
[40] 参加方法
[34] 日

Top Words in Tweet in G8:
[147] lktranslator
[136] shows
[136] breaking
[136] data
[136] uk
[136] polling
[136] business
[136] remaining
[136] brexit
[136] agrees

Top Words in Tweet in G9:
[174] company
[173] 25m
[173] belgravia
[134] ppe
[108] mone
[105] gove
[104] townhouse
[104] deal
[104] helped
[104] doubt

Top Words in Tweet in G10:
[132] contracts
[132] politicians
[131] awarded
[130] watering
[130] party
[130] six
[130] worth
[130] introductions
[130] conservative
[130] eye

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[696] michelle,mone
[651] 倒れそう,です
[651] 今が看護師史上,最も過酷な状態
[651] 看護師は,倒れそう
[651] 昨日東京は陽性者21000人超え,今が看護師史上
[651] 最も過酷な状態,ppeに包まれてサウナ同然で汗まみれ
[651] ppeに包まれてサウナ同然で汗まみれ,私生活も制限
[651] です,昨日東京は陽性者21000人超え
[651] 一般人よりも抑圧されて過ごさなければならない,まともに休憩もとれない
[651] 私生活も制限,一般人よりも抑圧されて過ごさなければならない

Top Word Pairs in Tweet in G1:
[647] 今が看護師史上,最も過酷な状態
[647] 一般人よりも抑圧されて過ごさなければならない,まともに休憩もとれない
[647] 昨日東京は陽性者21000人超え,今が看護師史上
[647] です,昨日東京は陽性者21000人超え
[647] 最も過酷な状態,ppeに包まれてサウナ同然で汗まみれ
[647] ppeに包まれてサウナ同然で汗まみれ,私生活も制限
[647] 看護師は,倒れそう
[647] 私生活も制限,一般人よりも抑圧されて過ごさなければならない
[647] 倒れそう,です
[646] kangonooujisama,看護師は

Top Word Pairs in Tweet in G2:
[137] #ppe,profiteering
[137] public,inquiry
[137] inquiry,#ppe
[137] need,public
[134] ukhouseoflords,force
[134] profiteering,ukhouseoflords
[132] #michellemoon,pay
[132] pay,back
[132] force,#michellemoon
[129] back,penny

Top Word Pairs in Tweet in G3:
[453] michelle,mone
[372] carolvorders,michelle
[309] mone,husband
[308] strike,first
[308] history,dailymirror
[308] mone,today
[308] time,history
[308] nurses,strike
[308] dailymirror,reports
[308] reports,mone

Top Word Pairs in Tweet in G4:
[202] ppe,medpro
[198] far,means
[198] medpro,far
[198] worst,transaction
[198] means,worst
[198] love,ppe
[197] jolyonmaugham,love
[197] transaction,attentio
[170] vip,lane
[165] tory,politicians

Top Word Pairs in Tweet in G5:
[249] 本日,高見奈央
[249] 高見奈央,nao_takami1128
[249] がppエンタープライズに所属致しました٩,ˊᗜˋ
[249] و,今後ともppeをよろしくお願い致します
[249] ˊᗜˋ,و
[249] 今後ともppeをよろしくお願い致します,#ppe_win
[249] お知らせ,本日
[249] nao_takami1128,がppエンタープライズに所属致しました٩
[248] yokyu_n,お知らせ
[234] 高見奈央はppeに所属することになりました,いつも応援ありがとうございます

Top Word Pairs in Tweet in G6:
[100] داخل,مدينة
[100] اليوم,اخبار
[100] وسائل,دفع
[100] نا,الان
[100] 24,ساعة
[100] زيارات,منزلية
[100] الرياض,أفضل
[100] جدة,الرياض
[100] مساج,داخل
[100] ه,نا

Top Word Pairs in Tweet in G7:
[39] 締切,12
[22] 12,25
[20] 25,日
[20] #amazonギフト券,000円分
[20] この投稿をリツイート,締切
[20] 12,23
[18] 日頃の感謝を込めて総勢50様に1000円分のデニーズお食事券が当たるキャンペーン実施中,参加方法
[18] dennys_prをフォロー,この投稿を12
[18] 参加方法,dennys_prをフォロー
[18] 2022年もありがとうございました,日頃の感謝を込めて総勢50様に1000円分のデニーズお食事券が当たるキャンペーン実施中

Top Word Pairs in Tweet in G8:
[136] shows,uk
[136] agrees,brexit
[136] breaking,polling
[136] business,remaining
[136] boosted,business
[136] uk,agrees
[136] polling,data
[136] brexit,boosted
[136] data,shows
[135] remaining,award

Top Word Pairs in Tweet in G9:
[104] hubby,company
[104] helped,doubt
[104] 220m,deal
[104] 25m,belgravia
[104] mone,hubby
[104] gove,helped
[104] clear,gove
[104] ppe,220m
[104] townhouse,ppe
[104] company,25m

Top Word Pairs in Tweet in G10:
[130] six,conservative
[130] contracts,worth
[130] awarded,contracts
[130] conservative,party
[130] led,vips
[130] being,awarded
[130] eye,watering
[130] vips,being
[130] politicians,led
[130] party,politicians

Top Replied-To
Top Replied-To in Entire Graph:
@tomhfh
@rishibagree
@nao_takami1128
@stevebarclay
@jakeberry
@yokyu_n
@format_ppe
@ppe___ppe
@7co6rpiuarlm6ad
@johnredwood

Top Replied-To in G2:
@stevebarclay
@jakeberry
@gbnews
@goodlawproject
@rishisunak
@darrengrimes_
@matthancock
@excludedfighter
@dajcameron
@jeremyvineon5

Top Replied-To in G3:
@carolvorders
@kevin_maguire
@paullewismoney
@cahilljohnr
@monty_dodge
@dajcameron
@johnestevens

Top Replied-To in G4:
@bbcnews
@jolyonmaugham
@bladeofthes
@bwallarthur
@carolvorders
@swadgers
@tykethat2
@mummygye
@swgannon
@steve_cureton

Top Replied-To in G5:
@nao_takami1128
@yokyu_n
@gorgeous55555
@manatsukin
@sirokurochannel
@enakolove2022
@ishi_ppe_kokoro
@yoshida_saki
@saki_miyamoto

Top Replied-To in G7:
@ppe___ppe
@hoppe_ppe_
@riko_ppe
@lb_kinshicho
@dozo_bot
@sura_ppe
@gfosaka
@realsound_tech
@843fmtoyohashi
@nightsnet_fun

Top Replied-To in G8:
@tomhfh
@lktranslator
@invitablewriter
@suesuezep
@jolyonmaugham
@conservatives
@bydonkeys
@kevin_maguire
@goodlawproject
@mistyswoman

Top Replied-To in G9:
@david__osland
@gibraltaryall
@craigsheffuk
@channel4news
@thejameswhale
@nilegardiner
@fleischster
@doodf72

Top Replied-To in G10:
@jacob_rees_mogg
@justice_seer
@purple_kathryn
@darrengrimes_
@michaellamberta
@derekjames150
@gordon_sutt
@andyburnhamgm
@andrewjmullen
@5h4k35p34r31

Top Mentioned
Top Mentioned in Entire Graph:
@kangonooujisama
@nao_takami1128
@jolyonmaugham
@carolvorders
@dailymirror
@yokyu_n
@lktranslator
@bobgeor27574923
@ppe_ppe_cm
@ukhouseoflords

Top Mentioned in G1:
@kangonooujisama

Top Mentioned in G2:
@ukhouseoflords
@michaelgove
@rishisunak
@conservatives
@talktv
@goodlawproject
@stevebarclay
@darrengrimes_
@gbnews
@chrispduck

Top Mentioned in G3:
@carolvorders
@dailymirror
@kevin_maguire
@ft
@dickmackintosh
@jolyonmaugham
@angrysalmond
@lktranslator
@hiromunch
@yatesco

Top Mentioned in G4:
@jolyonmaugham
@withorpe
@bwallarthur
@erdmuted
@francesbutton2
@kenkenph59
@steveharlie
@yemso
@theandrewsharpe
@bbcnews

Top Mentioned in G5:
@nao_takami1128
@yokyu_n
@yoshida_saki
@j7kh9wktuwi5ety
@pp_enter
@saki_miyamoto

Top Mentioned in G6:
@mottogrow
@martinwager2
@lindenlyn
@mamatoronto
@topnewsworks
@jackquack16
@no_ri_ppe_
@nurse_sakura39

Top Mentioned in G7:
@dennys_pr
@job_chocolat
@yoasobi_town

Top Mentioned in G8:
@lktranslator
@tomhfh
@cdtplug
@ecraep1k
@juliasm18659356
@jolyonmaugham
@suesuezep
@dennypark65
@bobgeor27574923
@nurseybird1

Top Mentioned in G9:
@campbellclaret
@david__osland
@mailonline
@pau1_br0wn
@jolyonmaugham
@danwootton
@bobgeor27574923
@nilegardiner
@brexit_sham
@kevin_maguire

Top Mentioned in G10:
@bobgeor27574923
@michaellamberta
@jolyonmaugham
@carolvorders
@dailymirror
@terry94023972
@jacob_rees_mogg
@goodlawproject
@laurence_in_eu
@purple_kathryn

Top Tweeters
Top Tweeters in Entire Graph:
@aeon_japan
@hokkahokkap
@dennys_pr
@kadokawa_san
@sanyobussan
@udonmarugame
@kattemiru
@tesco
@americanair
@athome_co

Top Tweeters in G1:
@kurokamikoyuri
@kanoesaruya
@suzumegaokajhs
@tsubataroh
@matsu_063
@conejo_naranjo
@imazin26
@dd150art1013
@minami27love
@and_she_said

Top Tweeters in G2:
@tesco
@independent
@sandradunn1955
@lesleygsmith3
@allchanges
@dawneryans
@cathymcrorie
@parsifel43
@imoanalothutchy
@jackalsbynight

Top Tweeters in G3:
@jurylady5
@dailymirror
@ferguson2811
@caz5697
@mstkindeed
@hacketttom
@aontaithe2021
@frank3davies
@misskylie77
@jkldnmad

Top Tweeters in G4:
@sachin55476477
@thestephenralph
@suegray834
@fiona_fionnagal
@60sparkle
@alresfordbear
@sydesjokes
@bbcnews
@juliecuninghame
@opa1420

Top Tweeters in G5:
@cravis01
@gooochin
@norihoshiemon
@hane_np
@tetsuroup
@ainap_cs3000
@ecoba17s
@x04yuiri
@hanimaru8686
@ssurahonda

Top Tweeters in G6:
@tian_a1
@soccerboy110303
@banjarbase
@hwcoco
@privateofficer
@meimei881
@lindenlyn
@rileyfrommanila
@gandoflam
@hayate_kagechan

Top Tweeters in G7:
@aeon_japan
@hokkahokkap
@dennys_pr
@kadokawa_san
@sanyobussan
@udonmarugame
@kattemiru
@athome_co
@black_thunder_
@p_bandai

Top Tweeters in G8:
@wavetop
@telegraph
@annetteashley61
@natalie91231732
@samljpage
@dbashby
@xpatjock
@tarisgal42
@hateisfutile
@tone1923

Top Tweeters in G9:
@aunty_shirley
@mailonline
@zidanesboots
@idontmind64
@birdonthewire3
@reginaldalawso1
@philrandal
@gouldie7
@amicemarina
@chriswadeevans

Top Tweeters in G10:
@tshep42
@spanishdan1
@wagjuer
@daisybelll
@saleemulhuq
@andrewjmullen
@dianefirestoker
@rins2pworth
@beith123
@aev1609


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