PPE, Twitter, 11/25/2022 9:26:11 AM, 284939


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PPE_2022-11-25_01-04-28.xlsx
PPE_2022-11-25_01-04-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
PPE via NodeXL https://bit.ly/3Xvfiig
@paul_pawpaw
@ppe_sale
@rishisunak
@trackntracer
@clairebubblepop
@ppe___ppe
@mrezarezam
@agtdonald
@justintrudeau
@peteratcmc

Top hashtags:
#gmmtv2023
#perthtanapon
#kdppe
#gmmtv2023xperth
#プレゼント
#awesomegamingseason

Description:
Description
The graph represents a network of 7,417 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, 25 November 2022 at 09:14 UTC.

The requested start date was Friday, 25 November 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 2-day, 7-hour, 24-minute period from Monday, 21 November 2022 at 04:57 UTC to Wednesday, 23 November 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 : 7417
Unique Edges : 5832
Edges With Duplicates : 12630
Total Edges : 18462
Number of Edge Types : 5
Replies to : 1952
Retweet : 4550
MentionsInRetweet : 5903
Tweet : 2664
Mentions : 3393
Self-Loops : 2699
Reciprocated Vertex Pair Ratio : 0.0228336568101381
Reciprocated Edge Ratio : 0.0446478401607322
Connected Components : 1162
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 2281
Maximum Edges in a Connected Component : 6003
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.424589
Graph Density : 0.000162877665655985
Modularity : 0.503365
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,417 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, 25 November 2022 at 09:14 UTC.

The requested start date was Friday, 25 November 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 2-day, 7-hour, 24-minute period from Monday, 21 November 2022 at 04:57 UTC to Wednesday, 23 November 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:
[111] https://twitter.com/samsungID/status/1594599094613311489
[33] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[17] https://www.youtube.com/watch?v=0PAnFhQxpVo&feature=youtu.be

[16] https://www.youtube.com/watch?v=aFGYgIB0sPs&feature=youtu.be

[11] https://twitter.com/erichhartmann/status/1593799658047930374
[9] https://bit.ly/3TTOQg5
[6] https://newsthump.com/2022/11/21/man-furious-about-joe-lycett-shredding-10k-not-that-bothered-about-the-10bn-written-off-for-undelivered-ppe/
[6] https://narayanus.com/shop/
[5] https://twitter.com/GMMTV/status/1595009000600489987
[5] https://bit.ly/3wGWeSi

Top URLs in Tweet in G2:
[110] https://twitter.com/samsungID/status/1594599094613311489
[33] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[6] https://twitter.com/erichhartmann/status/1593799658047930374
[4] http://www.simplyworkwear.co.za
[3] https://maskpro.us/
[2] https://phoosi.com/mining-safety-ppe-market-2022-share-trends-and-future-growth-to-2030/
[2] https://www.ppe.pl/news/309182/twitter-przestal-chronic-prawa-autorskie-ludzie-wrzucaja-tam-cale-pirackie-wersje-filmow.html
[2] https://twitter.com/JohnMartinComic/status/1595094643108360192
[2] https://peing.net/ja/mita_ppe?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[1] https://www.s-techo.com/

Top URLs in Tweet in G3:
[9] https://bit.ly/3TTOQg5
[5] https://bit.ly/3wGWeSi
[5] https://www.cocokarafine.co.jp/f/dsf_snspolicy?utm_source=twitter&utm_medium=sns&utm_campaign=from_089942_20190528_9999
[4] https://cyber.promise.co.jp/contents/html/CPkiyaku07_sp.html
[4] http://www.lawson.co.jp/service/loppi/coupon/
[3] https://mobile.suntory.co.jp/cpn/beer/beerball/20221111/
[3] https://www.n14.jp/toku/sgcc2022/
[3] https://www.ja-town.com/shop/a/a221104301/
[3] https://www.ja-town.com/shop/a/a221104302/
[3] https://monipla.com/echoes/page/tohatoRT

Top URLs in Tweet in G4:
[2] http://fine-lab.com/
[2] https://kensyo.fun
[2] https://www.looco.shop/products/list?category_id=170
[2] https://looco.jp/product/loof-shoulder-series/
[2] https://honto.jp/cp/hybrid/campaign/anniversary-entry.html
[2] https://miyachiku.jp/kiyaku/
[2] https://www.jhdac.org/?s=09
[2] https://bit.ly/3H3gdxW
[2] https://www.tablemark.co.jp/udon/cp/index.html
[2] https://lakealsa-cp.jp/teams.html

Top URLs in Tweet in G5:
[17] https://www.youtube.com/watch?v=0PAnFhQxpVo&feature=youtu.be

[16] https://www.youtube.com/watch?v=aFGYgIB0sPs&feature=youtu.be

[5] https://twitter.com/GMMTV/status/1595009000600489987
[4] https://www.youtube.com/watch?v=1Mo_qFTz-qY&feature=youtu.be

[4] https://www.instagram.com/p/ClSuCb-Je5g/?igshid=YmMyMTA2M2Y=
[4] https://twitter.com/MOE_PPE/status/1594981320735617024
[3] https://www.tiktok.com/@dunknatachai/video/7168721853668773147?_t=8XYqxtjNuwT&_r=1
[3] https://www.youtube.com/watch?v=G7yFucRDYjo&feature=youtu.be

[3] https://instagram.com/perthppe/?igshid=YzdkMWQ2MWU=
[3] https://www.youtube.com/watch?v=3oCqs7Ikfxo&feature=youtu.be


Top URLs in Tweet in G7:
[2] https://committees.parliament.uk/committee/127/public-accounts-committee/news/171306/4-billion-of-unusable-ppe-bought-in-first-year-of-pandemic-will-be-burnt-to-generate-power/
[1] https://twitter.com/conservatives/status/1594294853546151936
[1] https://twitter.com/secularmac/status/1593653414214385665
[1] https://twitter.com/murdo_fraser/status/1594589661447409665
[1] https://twitter.com/edward40100035/status/1594612666793852930

Top URLs in Tweet in G8:
[2] https://nypost.com/2022/11/21/cbs-confirms-hunter-biden-laptop-is-real-769-days-after-post-broke-story/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://www.express.co.uk/news/politics/1699599/Rishi-Sunak-tax-plan-impact-Liz-Truss-autumn-statement-news-budget
[2] https://www.telegraph.co.uk/news/2022/11/21/taking-knee-world-cup-ultimate-empty-gesture/
[2] https://www.msn.com/en-us/news/politics/if-he-is-the-nominee-i-won-t-be-a-republican-liz-cheney-wants-trump-far-away-from-2024-ballots/ar-AA12dp1M?ocid=EMMX&cvid=56b5a2c318a7439cb31056ed9277e2b1
[2] https://www.businessinsider.com/global-terrorist-attacks-past-20-years-in-maps-2017-5?r=US&IR=T
[2] https://order-order.com/2022/11/15/sadiq-misses-house-building-targets-launches-rent-control-campaign/
[2] https://order-order.com/2022/11/22/government-spaffs-another-half-million-hiring-ten-more-diversity-tsars/
[1] https://newsletter.carolinecriadoperez.com/p/invisible-women-morally-indefensible-ppe-238737
[1] https://www.telegraph.co.uk/business/2022/11/21/reconsiders-25bn-investment-uk-energy-windfall-tax-raid/
[1] https://twitter.com/tugwoodjames/status/1594244376359747585

Top URLs in Tweet in G9:
[1] https://twitter.com/BigWoodenSpoon/status/1595313238941614080
[1] https://twitter.com/v_crouch/status/1595215720308441088
[1] https://twitter.com/Melo_am_/status/1595238548533297152
[1] https://twitter.com/Financial_Orbit/status/1594938082100379649
[1] https://twitter.com/lbc/status/1595152135163117569
[1] https://twitter.com/ProtectPatient5/status/1593163921149800451
[1] https://committees.parliament.uk/committee/127/public-accounts-committee/news/171306/4-billion-of-unusable-ppe-bought-in-first-year-of-pandemic-will-be-burnt-to-generate-power/
[1] https://www.youtube.com/watch?v=34LGPIXvU5M

[1] https://www.theguardian.com/politics/2022/mar/27/government-paid-firm-linked-to-tory-peer-122m-for-ppe-bought-for-46m

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[2] https://www.thenational.scot/politics/20029908.ppe-contract-linked-michelle-mone-not-getting-enough-media-scrutiny/
[1] https://www.mirror.co.uk/news/politics/coronavirus-uks-decision-not-join-21903329

Top Domains
Top Domains in Tweet in Entire Graph:
[350] twitter.com
[103] youtube.com
[61] co.jp
[42] co.uk
[38] bit.ly
[34] dmm.com
[32] ppe.pl
[24] instagram.com
[14] theguardian.com
[11] facebook.com

Top Domains in Tweet in G2:
[168] twitter.com
[34] dmm.com
[15] co.uk
[9] amazon.com
[8] co.za
[5] youtube.com
[4] ppe.pl
[4] peing.net
[3] instagram.com
[3] maskpro.us

Top Domains in Tweet in G3:
[46] co.jp
[32] bit.ly
[14] twitter.com
[8] ja-town.com
[7] ne.jp
[6] monipla.com
[6] alinamin.jp
[5] social-camp.com
[4] aeon.com
[3] n14.jp

Top Domains in Tweet in G4:
[10] twitter.com
[7] co.jp
[6] lakealsa-cp.jp
[5] fukuimai.jp
[4] bit.ly
[2] fine-lab.com
[2] kensyo.fun
[2] looco.shop
[2] looco.jp
[2] honto.jp

Top Domains in Tweet in G5:
[58] youtube.com
[48] twitter.com
[18] instagram.com
[9] facebook.com
[7] tiktok.com
[3] weibo.com
[1] helloasianweb.com
[1] bit.ly
[1] line.me
[1] allareaentertainment.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] parliament.uk

Top Domains in Tweet in G8:
[10] co.uk
[7] twitter.com
[4] order-order.com
[3] nypost.com
[2] msn.com
[2] businessinsider.com
[1] carolinecriadoperez.com
[1] sundayworld.com
[1] reformparty.uk
[1] foxnews.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] parliament.uk
[1] youtube.com
[1] theguardian.com

Top Domains in Tweet in G10:
[3] theguardian.com
[2] thenational.scot
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[563] gmmtv2023
[385] perthtanapon
[375] kdppe
[328] gmmtv2023xperth
[154] プレゼント
[143] awesomegamingseason
[125] awesomegeneration
[123] galaxyaseries
[119] キャンペーン
[119] เพิร์ธชิม่อน



Top Hashtags in Tweet in G2:
[128] awesomegamingseason
[110] galaxyaseries
[110] awesomegeneration
[73] galaxy
[58] ppe
[25] galaxya53
[18] safety
[16] workwear
[10] galaxya73
[8] auspol

Top Hashtags in Tweet in G3:
[132] プレゼント
[97] キャンペーン
[84] その場で当たる
[65] 懸賞
[63] 毎日応募
[38] プレゼントキャンペーン
[36] amazonギフト券
[27] プレゼント企画
[22] ブラックパンサー
[13] 抽選

Top Hashtags in Tweet in G4:
[22] プレゼント
[22] キャンペーン
[20] amazonギフト券
[17] 当選報告
[13] 懸賞
[10] プレゼント企画
[9] レはレイクのレ
[9] 千鳥
[7] フォローrtキャンペーン
[7] 懸賞垢さんと繋がりたい

Top Hashtags in Tweet in G5:
[560] gmmtv2023
[382] perthtanapon
[372] kdppe
[326] gmmtv2023xperth
[119] เพิร์ธชิม่อน
[82] doublesavage
[65] dangerousromance
[50] perthchimon
[41] ohmpawat
[36] gmmtv

Top Hashtags in Tweet in G6:
[2] torycorruption
[1] nevertrustatorygovernment
[1] nevertrustatorypolitician

Top Hashtags in Tweet in G7:
[2] politicslive
[1] covidisairborne
[1] airfiltration
[1] ventilation
[1] longcovid
[1] hai
[1] shortmemoryengland
[1] getmattout
[1] dontvotematt
[1] imacelebritygetmeoutofhere

Top Hashtags in Tweet in G8:
[5] haringey
[2] woke
[2] sovereignty
[2] notoltns
[2] nordclosures
[2] nocashcowcameras
[2] ltn
[2] ltns
[2] sunak
[2] scrapltns

Top Hashtags in Tweet in G9:
[6] imaceleb
[5] matthanock
[3] ppe
[3] torycorruption
[2] brexit
[2] forgotten500k
[1] moneysavingexpert
[1] toriesdestroyingourcountry
[1] toriesout
[1] generalelectionn0w

Top Hashtags in Tweet in G10:
[2] thenine
[1] dodgydeals
[1] torycorruption

Top Words
Top Words in Tweet in Entire Graph:
[3233] ppe
[892] ร
[703] michelle
[701] 11
[676] 応募方法
[659] furlough
[658] mone
[639] dodgy
[617] dido
[616] harding

Top Words in Tweet in G1:
[534] ppe
[532] criminality
[530] coming
[530] dodgy
[530] dido
[530] furlough
[530] along
[530] investigation
[530] mone
[530] harding

Top Words in Tweet in G2:
[453] ppe
[182] 5g
[129] 2022
[128] #awesomegamingseason
[110] #awesomegeneration
[110] #galaxyaseries
[73] #galaxy
[72] banget
[61] pake
[55] #ppe

Top Words in Tweet in G3:
[606] 応募方法
[515] 11
[355] フォロー
[255] をフォロー
[212] 23
[209] いいね
[185] gt
[177] 締切
[171] この投稿をrt
[128] #プレゼント

Top Words in Tweet in G4:
[103] フォロー
[84] 11
[68] 23
[68] 応募方法
[57] 懸賞仲間募集中
[51] 懸賞好きさんと繋がりたい
[50] 様
[48] ありがとうございます
[48] 懸賞垢さんと繋がりたい
[44] 無言フォロー大歓迎

Top Words in Tweet in G5:
[810] ร
[561] #gmmtv2023
[473] เพ
[382] #perthtanapon
[380] ธ
[372] #kdppe
[326] #gmmtv2023xperth
[298] ธนพนธ
[296] ม
[266] น

Top Words in Tweet in G6:
[248] nhs
[246] money
[244] clairebubblepop
[238] remember
[238] 17bill
[238] tory
[238] 5bill
[238] peer
[238] 10
[238] went

Top Words in Tweet in G7:
[165] ppe
[100] trace
[100] track
[61] fraud
[53] furlough
[43] money
[41] billions
[36] don
[30] investigate
[30] scandal

Top Words in Tweet in G8:
[38] ppe
[26] people
[18] energy
[18] being
[17] fred_guttenberg
[16] government
[15] elonmusk
[15] never
[15] crisis
[15] ukraine

Top Words in Tweet in G9:
[96] ppe
[57] money
[42] joelycett
[36] brexit
[35] hard
[35] 10k
[33] shredding
[33] earned
[32] hear
[32] wait

Top Words in Tweet in G10:
[128] ppe
[112] michelle
[80] bbcjamescook
[70] mone
[55] fraud
[48] public
[48] forward
[48] looking
[46] scandal
[45] interest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[655] michelle,mone
[628] dodgy,ppe
[615] dido,harding
[594] johnson's,criminality
[594] harding,johnson's
[594] scams,furlough
[594] coming,along
[594] ppe,scams
[594] mone,investigation
[594] along,dido

Top Word Pairs in Tweet in G1:
[530] ppe,scams
[530] dodgy,ppe
[530] coming,along
[530] criminality,dodgy
[530] michelle,mone
[530] harding,johnson's
[530] investigation,coming
[530] johnson's,criminality
[530] along,dido
[530] dido,harding

Top Word Pairs in Tweet in G2:
[123] ppe,2022
[110] #galaxyaseries,5g
[102] #awesomegeneration,#galaxyaseries
[88] #awesomegamingseason,#awesomegeneration
[33] never,ending
[33] dmm,ppe
[33] halloween,night
[33] ppe,ヤングガンガンデジタル限定写真集
[33] ヤングガンガンデジタル限定写真集,never
[33] night,写真集電子書籍

Top Word Pairs in Tweet in G3:
[116] gt,gt
[68] 11,23
[62] いいね,応募締切
[62] 本投稿リツイート,いいね
[58] 抽選で当たるプレゼント,応募方法
[58] #毎日応募,gt
[50] 応募締切,11
[50] をフォロー,この投稿をrt
[48] 11,24
[48] フォロー,rtで

Top Word Pairs in Tweet in G4:
[18] フォロー,rtで応募
[18] rtで応募,12月号クリスマスコフレをプレゼント
[16] 23,59まで
[16] 11,23
[16] 1名様,応募方法は
[14] 月,23
[13] 応募方法は,アカウントをフォローしてこちらのツイートをrt
[12] をフォロー,この投稿をrt
[12] 懸賞仲間募集中,懸賞垢さんと繋がりたい
[12] 〆切は2022年11月21日,月

Top Word Pairs in Tweet in G5:
[449] เพ,ร
[373] ร,ธ
[298] ธ,ธนพนธ
[289] #perthtanapon,#kdppe
[258] #gmmtv2023,#gmmtv2023xperth
[231] ธนพนธ,#gmmtv2023
[230] #gmmtv2023xperth,#perthtanapon
[165] ม,อน
[137] ร,ธช
[137] ธช,ม

Top Word Pairs in Tweet in G6:
[246] money,nhs
[244] clairebubblepop,money
[238] peer,private
[238] firms,10
[238] private,sector
[238] 10,5bill
[238] tory,peer
[238] 17bill,went
[238] remember,17bill
[238] nhs,remember

Top Word Pairs in Tweet in G7:
[97] track,trace
[43] furlough,fraud
[31] ppe,track
[28] bbcscotnewspr,don
[28] investigate,ppe
[28] trace,furlough
[28] don,investigate
[28] very,interested
[28] scots,very
[28] fraud,scandal

Top Word Pairs in Tweet in G8:
[11] ukraine,energy
[11] negotiations,migration
[11] crisis,universal
[11] ppe,procurement
[11] universal,charger
[11] procurement,vaccines
[11] protocol,negotiations
[11] migration,crisis
[11] energy,protocol
[11] vaccines,ukraine

Top Word Pairs in Tweet in G9:
[33] shredding,10k
[32] potentially,shredding
[32] 10k,hard
[32] money,wait
[32] hear,brexit
[32] joelycett,potentially
[32] hard,earned
[32] earned,money
[32] wait,til
[32] til,hear

Top Word Pairs in Tweet in G10:
[69] michelle,mone
[48] looking,forward
[48] ppe,fraud
[45] public,interest
[43] bbcjamescook,reporting
[43] leak,scandal
[43] faslane,michelle
[43] reporting,public
[43] interest,stories
[43] radiation,leak

Top Replied-To
Top Replied-To in Entire Graph:
@ppe___ppe
@moe_ppe
@format_ppe
@ukrainestand
@op25_yashyulv
@ppe_doo
@ori_ppe
@erichhartmann
@samsungid
@makemacan

Top Replied-To in G1:
@paul_pawpaw
@metpoliceuk

Top Replied-To in G3:
@ppe___ppe
@cacaocat_
@ppe_po12
@___happy_moment
@hanako2311
@riko_ppe
@ma_ppe_exchange
@hashi_drug
@tokufoood
@ichibankuji

Top Replied-To in G4:
@hoppe_ppe_
@ppe___ppe
@dozo_bot
@fujifilmjp_fc
@tohan365
@toshiba_ls
@tfal_japan
@xiaomijapan
@ybs765
@rodin_kikakusha

Top Replied-To in G5:
@moe_ppe
@makemacan
@perthppe
@perth_200190
@tigergang_hk
@newstart4perth
@marierose362
@gmmtv
@goldenpup_ppe
@jacksonwang852

Top Replied-To in G6:
@bbcnews

Top Replied-To in G7:
@realdenisewelch
@scottories
@murdo_fraser
@dave43law
@martinslewis
@jamiegreeneuk
@diktat17
@samcoatessky
@gbnews
@bbcscotnewspr

Top Replied-To in G8:
@ppe_sale
@fred_guttenberg
@roberto47153373
@johnredwood
@michaeltakemp
@kirstiemallsopp
@chauncilious
@ronicats
@maggiechapman
@atteufel

Top Replied-To in G9:
@toryboypierce
@rishisunak
@stevebarclay
@essexpr
@moltonallan
@paulembery
@mikeholden42
@martinlewis
@k_fletcher_mp
@johnpenrosenews

Top Replied-To in G10:
@neilmackay
@heraldscotland
@bbcjamescook
@phantompower14
@chrisshipitv
@john2win
@framcca
@chunkyferryman
@scotexpress
@douglas4moray

Top Mentioned
Top Mentioned in Entire Graph:
@paul_pawpaw
@clairebubblepop
@perthppe
@ladyonorato
@dailyjlee
@derekwatson89
@loveinppe
@moe_ppe
@bbcjamescook
@newsthump

Top Mentioned in G1:
@paul_pawpaw
@metpoliceuk
@mrbrexithanky
@haggis_uk

Top Mentioned in G2:
@ghosteggs
@queend___
@firoh43559544
@fiyan77295546
@karina37798981
@wahana13059904
@wijaya72518728
@halima75057711
@bella75072071
@nasrilaini12

Top Mentioned in G3:
@yoyogiuehara23
@kazuhiro_0516
@hanako2311
@suntory
@famima_now
@ja_yubari
@711sej

Top Mentioned in G4:
@spring_twjp
@lifeis_ms
@lake_official_
@cam_navi_
@toshiba_ls
@mochi0__0
@lipsjp
@calbeepotato_jp
@curel_kao
@gogyofuku_kobe

Top Mentioned in G5:
@perthppe
@moe_ppe
@loveinppe
@allaroundperth
@makemacan
@gmmtv
@ppetrends
@chimonac
@perthchimonofc
@ppe2003perth

Top Mentioned in G6:
@clairebubblepop
@paul_pawpaw
@uknogum
@bbcnews

Top Mentioned in G7:
@gazberto
@bbcscotnewspr
@realdenisewelch
@stvnews
@scottories
@jillrbeattie
@conspost
@murdo_fraser
@s_a_somerville
@realstephenkerr

Top Mentioned in G8:
@elonmusk
@fred_guttenberg
@barristershorse
@ediz1975
@haringeycouncil
@thealch72850726
@a14760346
@perayahmet
@tottenhamconse1
@mikehakata

Top Mentioned in G9:
@joelycett
@chrisdclegg
@rishisunak
@stevebarclay
@mailonline
@matthew82069336
@toryboypierce
@conservatives
@b1emw
@marinapurkiss

Top Mentioned in G10:
@bbcjamescook
@frcola1
@areyouyesyet
@phantompower14
@bbcscotlandnews
@paul_pawpaw
@rickyca69392149
@gadjobeen
@kieranpandrews
@viewvalley

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@subwayjp
@caramelcorn1971
@hokkahokkap
@housefoods_now
@qoo10_shopping
@cocacolajapan
@famima_now

Top Tweeters in G1:
@sandradunn1955
@thestephenralph
@safarisara
@david96212152
@knittedkittie
@jazzaoxon
@amandajs11
@birdonthewire3
@raphaeldogg
@jkldnmad

Top Tweeters in G2:
@euwatchers
@yoonkiraa
@promostking
@shayesbreezzy
@marspioneer
@john1genius
@italpress
@legasalvini
@bernie_ebook
@vapee

Top Tweeters in G3:
@japan_lawson
@akiko_lawson
@suntory
@subwayjp
@caramelcorn1971
@housefoods_now
@qoo10_shopping
@cocacolajapan
@famima_now
@docomo_dmarket

Top Tweeters in G4:
@hokkahokkap
@ayatakajp
@jtb_jp
@maaatan0310
@lake_official_
@y6_family
@hisense_japan
@toshiba_ls
@yukimi_lotte
@totoro0283

Top Tweeters in G5:
@noonathty
@bumbimknok
@schinarat
@xuwwfon
@lpd__l
@tkmmtrigon
@fessthai
@nunamaki_kyumin
@toptrendthai
@helen22753507

Top Tweeters in G6:
@curiocat13
@cleggy261
@bbcnews
@hawkins_carole
@juliecuninghame
@artytrace
@sandrahalifax
@jagxjr40
@60sleigh
@hateisfutile

Top Tweeters in G7:
@roblwilson
@jbwhitesnake
@annetteashley61
@trackntracer
@natalie91231732
@thescotsman
@linannlum
@trevorw1953
@rolo_tamasi
@jimmytabuk

Top Tweeters in G8:
@princessofwails
@nypost
@rob_kimbell
@teach_n_travel
@anniecshandbag
@maga2arights
@27tawnyowl
@mexico1978r
@susaneacock
@sunick51

Top Tweeters in G9:
@spanishdan1
@mailonline
@daisydewdrop18
@glasterlaw1
@annofarabia
@essexpr
@mikeholden42
@gaudd
@shaunlintern
@bigdollarrich

Top Tweeters in G10:
@ferguson2811
@shirleyyoung2
@dorothy90237074
@csibike1
@frank3davies
@evolvedpeasant
@henriklubo
@maureenpickeri5
@eu_remain_2017
@45albannach