PPE, Twitter, 9/12/2022 7:38:59 PM, 281791


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PPE_2022-09-12_01-45-01.xlsx
PPE_2022-09-12_01-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2022
Short Description:
PPE via NodeXL https://bit.ly/3U5GDWE
@sillyshib
@ragesheen
@ppe_sale
@dminghella
@msfarmiloe
@trussliz
@mryeswecan
@chrischirp
@trackntracer
@sasswashere

Top hashtags:
#kdppe
#perthtanapon
#zipxnightper
#perthxsafehousess4
#nightperstudio
#gmmtvsafehousess4d7

Description:
Description
The graph represents a network of 7,232 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, 12 September 2022 at 08:51 UTC.

The requested start date was Monday, 12 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 3-day, 4-hour, 52-minute period from Thursday, 08 September 2022 at 07:27 UTC to Sunday, 11 September 2022 at 12:20 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 : 7232
Unique Edges : 4585
Edges With Duplicates : 12515
Total Edges : 17100
Number of Edge Types : 5
Retweet : 5068
MentionsInRetweet : 6357
Tweet : 2468
Mentions : 1765
Replies to : 1442
Self-Loops : 2500
Reciprocated Vertex Pair Ratio : 0.0180776575429663
Reciprocated Edge Ratio : 0.0355133174940603
Connected Components : 1158
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 3117
Maximum Edges in a Connected Component : 7999
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.203877
Graph Density : 0.000152922122425202
Modularity : 0.48649
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,232 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, 12 September 2022 at 08:51 UTC.

The requested start date was Monday, 12 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 3-day, 4-hour, 52-minute period from Thursday, 08 September 2022 at 07:27 UTC to Sunday, 11 September 2022 at 12:20 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:
[137] https://www.youtube.com/watch?v=CzlIjLupJ94

[29] https://www.news24.com/
[18] https://www.youtube.com/watch?v=CzlIjLupJ94&feature=youtu.be

[16] https://www.news24.com/news24/southafrica/news/special-tribunal-dismisses-hamilton-ndlovus-appeal-to-repay-r158m-scored-in-unlawful-ppe-tenders-20220907
[14] https://www.youtube.com/watch?app=desktop&v=CzlIjLupJ94
[10] https://www.youtube.com/watch?v=O_ybRvJ-tFY&feature=youtu.be

[8] https://moneyyy.me/$memwho
[8] https://www.amazon.com/hz/wishlist/ls/3TN16VK177PFU/?ref_=lol_ov_le
[6] https://m.programs.sbs.co.kr/enter/gayo/visualboard/54795?cmd=view&page=1&board_no=457787
[6] https://onl.tw/dWyF2u7

Top URLs in Tweet in G1:
[4] https://www.news24.com/news24/southafrica/news/special-tribunal-dismisses-hamilton-ndlovus-appeal-to-repay-r158m-scored-in-unlawful-ppe-tenders-20220907
[3] https://maskpro.us/
[3] https://twitter.com/couple_shopee/status/1265821061389578240/photo/1
[2] https://theconversation.com/the-ppe-used-throughout-the-covid-19-pandemic-is-getting-tangled-up-in-wildlife-189436
[2] https://pialapresidenesports.kincir.com/2022/
[2] https://ppe.kincir.com/REGISTRATIONMED
[2] https://twitter.com/dgbassani/status/1568329787701084160
[2] https://indivisibleventura.org/2020/03/28/sat
[2] http://utabami.com/TodaysTwitterLife/
[1] https://bit.ly/3e5P4Ax

Top URLs in Tweet in G3:
[2] https://twitter.com/maggie06rose/status/1568100812844421125?s=21&t=2_qBRbgYqRBtKykqoE6xiA
[2] https://nypost.com/2022/09/06/mom-attacked-by-robber-while-pushing-kids-on-stroller-video/
[2] https://nypost.com/2022/09/08/jeff-bezos-slams-professor-for-wishing-queen-elizabeth-excruciating-death/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[2] https://www.telegraph.co.uk/politics/2022/09/08/kwasi-kwarteng-sacks-senior-civil-servant-treasury/
[2] https://order-order.com/2022/09/08/owen-jones-laura-pidcocks-think-tank-closes-down
[2] https://www.ladbible.com/news/the-queen-death-mourned-by-black-cab-drivers-the-mall-20220908
[2] https://www.dailymail.co.uk/news/article-11198833/Donald-Trump-pays-exceptionally-moving-tribute-extraordinary-Queen-Elizabeth.html?ito=social-twitter_mailonline
[1] https://twitter.com/leokearse/status/1568168665614360577
[1] https://twitter.com/tillman_loyal/status/1567971121055801345
[1] https://twitter.com/thom_brooks/status/1568542685744582656

Top URLs in Tweet in G5:
[4] https://www.facebook.com/gmmtvofficial/videos/663499184719517/?extid=NS-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing
[4] https://c.lazada.co.th/t/c.bwrNC5?url=https://www.lazada.co.th/wow/i/th/LandingPage/liveroom%3Fliveuuid%3D34b1f252-58ce-49ec-b4fb-a0e52178e017%26dsource%3Dshare%26laz_share_info%3D357736192_100_800_100219482895_347590560_34b1f252-58ce-49ec-b4fb-a0e52178e017%26laz_token%3D69d593d7881a6bb52ec2e01c92952548%26exlaz%3De_FKsix6sJ%252FwLGip8qo24MCSTeQCjDld4siVQ4kY1ODqrCXvTKdNAtBYEGuk%252B7LCuL1aJY1ocsAnYUgnilLvjN2DxAqP7auD%252F%252FD3WnASIas1Y%253D%26sub_aff_id%3Dsocial_share%26sub_id2%3D357736192%26sub_id3%3D100219482895%26sub_id6%3DCPI_EXLAZ
[3] https://www.instagram.com/accounts/login/?next=https%3A%2F%2Fwww.instagram.com%2Fallaroundperth%2Flive%2F%3F__coig_login%3D1
[3] https://www.youtube.com/watch?v=cGPFZ3QMZqI&feature=youtu.be

[3] https://www.facebook.com/gmmtvofficial/videos/1110178579615933/?extid=NS-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing
[2] https://twitter.com/PhotomGraph/status/1568100660943683584?s=20&t=oKtXFYU4-kbCVeeeE0aVJQ
[2] https://bit.ly/3ewhHqS
[2] https://lzd.co/TH0922TWTLLADVENTURE8
[2] https://www.youtube.com/watch?v=Cb3jaaix-d0&feature=youtu.be

[2] https://youtu.be/RboLaSkKbMI

Top URLs in Tweet in G6:
[2] https://twitter.com/teamraccoonpdx/status/1568335550297575424
[1] https://twitter.com/wickedwenchhaha/status/1501022034406432773
[1] https://twitter.com/maskblocpdx/status/1568637289571692544
[1] https://twitter.com/ProudBulba/status/1568620450003189762

Top URLs in Tweet in G7:
[1] https://twitter.com/anniewellsmsp/status/1567835279402180614
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[1] https://news.sky.com/story/storing-covid-related-ppe-costing-taxpayer-estimated-3-3m-a-week-government-says-as-households-feel-cost-of-living-crisis-squeeze-12603472

Top URLs in Tweet in G8:
[1] https://eastangliabylines.co.uk/pecksniffs-diary-10-09-22/
[1] https://twitter.com/Kit_Yates_Maths/status/1567779643712749569
[1] https://twitter.com/GoodLawProject/status/1567541971597643778
[1] https://twitter.com/andrewgregory/status/1567766477029113859
[1] https://twitter.com/RCPhysicians/status/1567179526492372993
[1] https://www.theguardian.com/politics/2022/sep/07/government-admits-50-firms-were-in-vip-lane-for-test-and-trace-contracts?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1662589953
[1] https://twitter.com/goodlawproject/status/1567541929767845888
[1] https://www.cips.org/supply-management/news/2022/june/4bn-of-unusable-ppe-bought-for-pandemic-could-be-burnt/

Top URLs in Tweet in G9:
[137] https://www.youtube.com/watch?v=CzlIjLupJ94

[18] https://www.youtube.com/watch?v=CzlIjLupJ94&feature=youtu.be

[14] https://www.youtube.com/watch?app=desktop&v=CzlIjLupJ94
[10] https://www.youtube.com/watch?v=O_ybRvJ-tFY&feature=youtu.be

[4] https://www.amazon.co.jp/dp/B0BBJVBVTM/ref=cm_sw_r_awdo_HDDHVR2GAS6PHEDXCB4J_0
[3] https://www.youtube.com/watch?v=jqSlDmLjiy0&feature=youtu.be

[2] https://www.youtube.com/watch?v=Ec3PdBg8I-Q&feature=youtu.be

[2] https://onl.sc/AesKDXm
[2] https://www.youtube.com/channel/UCDVltowj5k2pM3zRX5ba_uw?app=desktop
[2] https://www.youtube.com/watch?v=ct8inzxobi8&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/exilefromgroggs/status/1568103099717353472

Top Domains
Top Domains in Tweet in Entire Graph:
[227] youtube.com
[226] twitter.com
[46] news24.com
[37] ppe.pl
[31] co.uk
[29] co.jp
[25] bit.ly
[22] censor.net
[21] amazon.com
[20] theguardian.com

Top Domains in Tweet in G1:
[57] twitter.com
[13] amazon.com
[10] bit.ly
[10] co.uk
[5] ppe.pl
[4] news24.com
[4] co.th
[4] kincir.com
[3] peing.net
[3] facebook.com

Top Domains in Tweet in G3:
[12] co.uk
[8] twitter.com
[4] nypost.com
[2] order-order.com
[2] ladbible.com
[2] theguardian.com
[1] msn.com
[1] sfchronicle.com
[1] dailym.ai

Top Domains in Tweet in G5:
[20] twitter.com
[12] youtube.com
[9] facebook.com
[4] instagram.com
[4] co.th
[3] bit.ly
[2] lzd.co
[2] youtu.be
[1] tiktok.com
[1] theconcert.com

Top Domains in Tweet in G6:
[5] twitter.com

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

Top Domains in Tweet in G8:
[5] twitter.com
[1] co.uk
[1] theguardian.com
[1] cips.org

Top Domains in Tweet in G9:
[189] youtube.com
[6] twitter.com
[5] co.jp
[2] onl.sc

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[792] kdppe
[778] perthtanapon
[274] zipxnightper
[220] perthxsafehousess4
[204] nightperstudio
[203] gmmtvsafehousess4d7
[172] mchoice2022
[159] gmmtvsafehousess4d4
[146] 沖縄ファミマ
[146] 沖縄ファミリーマート



Top Hashtags in Tweet in G1:
[50] ppe
[15] 鎌倉殿の13人
[9] safety
[5] workwear
[5] construction
[4] healthandsafety
[4] safetyfirst
[3] covid19
[2] 篠崞こころ
[2] workplacesafety

Top Hashtags in Tweet in G3:
[2] thoughtfortheday
[2] respect
[2] hermajesty
[2] ripqueenelizabeth
[2] boycotttalksport
[2] whitesupremacy
[2] kingcharlesiii
[2] queenelizabeth
[2] politics
[2] poll

Top Hashtags in Tweet in G4:
[3] followbackfriday
[1] torycorruption
[1] toriesout

Top Hashtags in Tweet in G5:
[792] kdppe
[778] perthtanapon
[274] zipxnightper
[220] perthxsafehousess4
[204] nightperstudio
[203] gmmtvsafehousess4d7
[172] mchoice2022
[158] gmmtvsafehousess4d4
[140] gmmtvsafehousess4d6
[85] เพิร์ธชิม่อน

Top Hashtags in Tweet in G6:
[1] onpoli

Top Hashtags in Tweet in G7:
[2] isitok
[1] publichealth
[1] scottishindependence
[1] toryscum
[1] nevertrustatory

Top Hashtags in Tweet in G8:
[4] ppe
[3] johnson
[1] suffolk
[1] covid
[1] pandemic
[1] toriesout63
[1] sosnhs
[1] enoughisenough
[1] toryerg
[1] covid19

Top Hashtags in Tweet in G9:
[146] 沖縄ファミマ
[146] 沖縄ファミリーマート
[3] 金髪ショー党
[3] 篠崞こころ
[2] 温泉の日
[2] ppe更衣室
[2] 金髪ショー党
[2] 月刊少年チャンピオン
[2] 表紙担当中
[2] ppe更衣室

Top Hashtags in Tweet in G10:
[4] trusstax
[4] torybritain
[4] bigbusiness
[1] testandtrace
[1] torycostofgreedcrisis
[1] viplist

Top Words
Top Words in Tweet in Entire Graph:
[3615] ãƒ
[2897] ppe
[2772] ˆà
[2303] ø
[1527] æ
[1248] ù
[1209] šà
[1146] µà
[1062] covid
[1045] ç

Top Words in Tweet in G1:
[1901] ø
[942] ù
[310] ppe
[190] ãƒ
[153] æ
[128] ùšø
[94] ϋ
[87] ªã
[83] ç
[65] ùšù

Top Words in Tweet in G2:
[423] everything
[423] paid
[423] except
[423] billions
[423] lost
[423] covid
[423] fraud
[423] wasted
[423] corrupt
[423] crony

Top Words in Tweet in G3:
[52] people
[45] queen
[30] one
[27] white
[21] ppe
[20] black
[20] elizabeth
[20] country
[19] man
[19] over

Top Words in Tweet in G4:
[318] dminghella
[317] way
[317] government
[317] fuel
[317] expect
[316] think
[316] effectively
[316] buying
[316] behalf
[316] buy

Top Words in Tweet in G5:
[2226] ˆà
[985] šà
[936] µà
[821] žà
[792] #kdppe
[775] #perthtanapon
[569] ψ
[478] ªà
[355] Ĉ
[322] ร

Top Words in Tweet in G6:
[239] covid
[231] ragesheen
[231] same
[231] time
[231] probably
[231] economy
[231] wouldn
[230] whole
[230] world
[230] took

Top Words in Tweet in G7:
[181] give
[101] ppe
[99] energy
[99] companies
[95] think
[93] russincheshire
[90] ians_robots
[90] missed
[90] crucial
[90] link

Top Words in Tweet in G8:
[177] companies
[106] contracts
[100] vip
[95] lucrative
[93] absolute
[93] priority
[93] inquiry
[93] lists
[93] awarded
[92] chrischirp

Top Words in Tweet in G9:
[157] 沖縄ファミリーマート
[141] 沖縄ファミマ
[134] ãƒ
[123] enako_cos
[122] ppe更衣室
[118] co
[112] 更新
[112] 今回はご報告の動画でーす
[112] 先日の発表から進捗が
[112] qy6i7udgfh

Top Words in Tweet in G10:
[102] jamescleverly
[97] see
[95] morning
[95] tories
[95] particular
[95] throwing
[95] chaff
[95] cynic
[94] johnwest_jaws
[93] suspectâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1974] ãƒ,ãƒ
[1210] ø,ø
[699] ø,ù
[663] ˆà,ˆà
[659] ù,ø
[598] ppe,contracts
[506] µà,ˆà
[505] #perthtanapon,#kdppe
[475] billions,lost
[473] covid,fraud

Top Word Pairs in Tweet in G1:
[1064] ø,ø
[542] ø,ù
[515] ù,ø
[203] ù,ù
[82] ãƒ,ãƒ
[65] ø,ùšø
[64] ùšø,ø
[63] ù,ùšø
[43] ù,ùš
[43] ùš,ø

Top Word Pairs in Tweet in G2:
[423] everything,paid
[423] except,billions
[423] billions,lost
[423] lost,covid
[423] covid,fraud
[423] fraud,wasted
[423] wasted,corrupt
[423] corrupt,crony
[423] crony,ppe
[423] ppe,contracts

Top Word Pairs in Tweet in G3:
[16] queen,elizabeth
[13] trevor,sinclair
[11] primary,purpose
[11] purpose,conservatives
[11] conservatives,transfer
[11] transfer,public
[11] public,wealth
[10] liz,trussâ
[9] elizabeth,ii
[8] black,cabs

Top Word Pairs in Tweet in G4:
[316] think,way
[316] way,government
[316] government,effectively
[316] effectively,buying
[316] buying,fuel
[316] fuel,behalf
[316] behalf,expect
[316] expect,buy
[316] buy,such
[315] dminghella,think

Top Word Pairs in Tweet in G5:
[559] ˆà,ˆà
[505] #perthtanapon,#kdppe
[369] µà,ˆà
[337] ˆà,µà
[329] žà,œà
[298] šà,ˆà
[285] ˆà,šà
[202] ˆà,žà
[187] #kdppe,#perthtanapon
[185] žà,ˆà

Top Word Pairs in Tweet in G6:
[231] economy,wouldn
[230] whole,world
[230] world,took
[230] took,holiday
[230] holiday,weeks
[230] weeks,same
[230] same,time
[230] time,probably
[230] probably,free
[230] free,covid

Top Word Pairs in Tweet in G7:
[94] energy,companies
[90] russincheshire,think
[90] think,missed
[90] missed,crucial
[90] crucial,link
[90] link,borrow
[90] borrow,130bn
[90] 130bn,give
[90] give,energy
[90] companies,give

Top Word Pairs in Tweet in G8:
[95] lucrative,contracts
[93] absolute,priority
[93] priority,inquiry
[93] inquiry,vip
[93] vip,lists
[93] lists,awarded
[93] awarded,lucrative
[93] contracts,companies
[92] chrischirp,absolute
[92] companies,experienceâ

Top Word Pairs in Tweet in G9:
[127] 沖縄ファミマ,沖縄ファミリーマート
[112] ppe更衣室,更新
[112] 更新,今回はご報告の動画でーす
[112] 今回はご報告の動画でーす,先日の発表から進捗が
[112] 先日の発表から進捗が,co
[112] co,qy6i7udgfh
[112] qy6i7udgfh,沖縄ファミマ
[111] enako_cos,ppe更衣室
[65] ãƒ,ãƒ
[27] 沖縄ファミリーマート,ppe

Top Word Pairs in Tweet in G10:
[95] see,morning
[95] morning,tories
[95] tories,particular
[95] particular,jamescleverly
[95] jamescleverly,throwing
[95] throwing,chaff
[95] chaff,cynic
[94] johnwest_jaws,see
[93] cynic,suspectâ
[13] more,tax

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@moe_ppe
@fai_ppe
@riko_ppe
@ppe_doo
@monyo_ppe
@anniewellsmsp
@realstephenkerr
@ma_belleau
@rosskneedeep

Top Replied-To in G1:
@delanceyoil

Top Replied-To in G3:
@ppe_sale
@teadrinker68
@trussliz
@danielanadj
@kevin_maguire
@trevor8sinclair
@ujuanya
@carnegiemellon
@pippacrerar
@arsenick84

Top Replied-To in G4:
@georgemonbiot
@dminghella

Top Replied-To in G5:
@moe_ppe
@chimonac
@perthppe
@wixxiws
@makemacan
@chenchenppe
@mynameisnanon
@kr_perth0320
@nekoxxia_84
@jimmyyjp_

Top Replied-To in G6:
@kentparktweet
@hemlinliz
@marley_mae_1
@dj1au
@ragesheen
@stay_young4now
@paolobruni303
@torontoteacherx
@reneenicolegray
@michaelmina_lab

Top Replied-To in G7:
@realstephenkerr
@rangersjim
@andrewbowie_mp
@russincheshire
@jonik32352469
@jacob_rees_mogg
@marky242
@anthonyainsdale
@dragonlovinglfc
@kary_cee

Top Replied-To in G8:
@danielgoyal
@andrewgregory
@russellscott1
@semajmrx
@imelda_mairead
@d0ntbefooled
@alanjstedman
@joemartin73
@mariamo32975161
@richard_norfolk

Top Replied-To in G9:
@enako_cos
@kokoro777pp
@saki_miyamoto
@iorimoe_five
@snhr_minami
@tsunko_p
@yokyu_n
@manatsukin

Top Replied-To in G10:
@arisen2021
@jamescleverly
@richardjmurphy
@thebookwasbett4
@richard_john74
@ukbeanzontoast
@rachc50
@eyejosh
@bill4brexit
@sallymi83941850

Top Mentioned
Top Mentioned in Entire Graph:
@sillyshib
@dminghella
@ragesheen
@perthppe
@mutualaidmem
@enako_cos
@nickelpin
@jamescleverly
@statuscoup
@chrischirp

Top Mentioned in G1:
@no_ri_ppe_
@galactr0n
@revisasill
@compassion_heal

Top Mentioned in G2:
@sillyshib

Top Mentioned in G3:
@pippacrerar
@uklabour
@ppe_sale
@paulmcgee01
@trussliz
@talksport
@the_tuckster
@nevillesouthall
@mikemcg65624002
@eiecampaign

Top Mentioned in G4:
@dminghella
@sillyshib
@jkldnmad
@timathe83967127
@georgemonbiot
@anniepop2027
@4manofstraw

Top Mentioned in G5:
@perthppe
@ppetrends
@chimonac
@allaroundperth
@loveinppe
@ppe2003perth
@iam_treewi
@gmmtv
@perthchimonofc
@mynameisnanon

Top Mentioned in G6:
@ragesheen
@pangolincovid
@thursdayb
@teamraccoonpdx
@albomp
@sillyshib
@torontoteacherx
@lulu_lulu2020
@raywilton4
@marley_mae_1

Top Mentioned in G7:
@russincheshire
@ians_robots
@nicolasturgeon
@angelarayner
@realstephenkerr
@trussliz
@rhonddabryant
@allymac35
@dminghella
@saoralba123

Top Mentioned in G8:
@chrischirp
@helenrsalisbury
@goodlawproject
@kit_yates_maths
@andrewgregory
@raggedtp
@dminghella
@sillyshib
@ragesheen
@jujuliagrace

Top Mentioned in G9:
@enako_cos
@oki_famima
@kokoro777pp
@iorimoe_five
@yokyu_n
@snhr_minami
@yoshida_saki
@saki_miyamoto
@tsunko_p
@manatsukin

Top Mentioned in G10:
@jamescleverly
@johnwest_jaws
@conservatives
@lansleya
@rachc50
@sillyshib
@nurseborisbash
@rosbux
@lgalloway77
@trussliz

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@subwayjp
@caramelcorn1971
@hokkahokkap
@housefoods_now
@dennys_pr
@711sej

Top Tweeters in G1:
@firmenpresse
@seasonsgala
@bifernyk
@praewtae
@nazmulmarketer1
@euwatchers
@newsfrombw
@amphawan12
@onefinejay
@masamuneou

Top Tweeters in G2:
@sandradunn1955
@ferguson2811
@jbwhitesnake
@stop1984
@hausofrushdi
@magapanthus
@hephaestus7
@pennytindall
@heather_c_c
@paul_trembath

Top Tweeters in G3:
@nypost
@valaafshar
@mailonline
@rob_kimbell
@joncoopertweets
@mexico1978r
@garrylloydthom2
@terrychristian
@firehorsep
@ossien1

Top Tweeters in G4:
@astwisa
@cleggy261
@b_sputnik
@mirabarhillel
@xpressanny
@jkldnmad
@mrplannings
@trangpang
@fionn114
@jessicahol

Top Tweeters in G5:
@noonathty
@bumbimknok
@schinarat
@ppzixgalax
@boonzoonlee
@fessthai
@dreamson852
@scenenie
@opel_zuza
@ohpgot

Top Tweeters in G6:
@3wombats
@darylgibson
@wgarnews
@morpheusbeing
@fedupofpollys
@myknittingwool
@raywilton4
@docwsjames
@bigvapingnunga
@dazza_double_u

Top Tweeters in G7:
@curiocat13
@trackntracer
@thebonnydoon
@luced42
@maelysdervenn
@jagxjr40
@countryskills
@norbet
@lifelandlady
@rabberoonies

Top Tweeters in G8:
@jurylady5
@bliadhnaichean
@wildwalkerwoman
@spanishdan1
@tighnacoille
@fiona_fionnagal
@glynmoody
@golwgymor
@mstkindeed
@jdignum

Top Tweeters in G9:
@gocoo_59
@gocoo
@ori_takita
@tomohiro5213
@marco_sensei
@dummyxtweet
@vaio_corolla
@metapan74
@maru2_mori2
@z900rs_tomomaru

Top Tweeters in G10:
@caz5697
@eutopean
@dorothy90237074
@martinandrea86
@shakeystephens
@johnwest_jaws
@jeanid123
@curlyclaretoo
@curnowbronwyn
@mryeswecan


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