PPE, Twitter, 11/29/2021 4:31:08 PM, 267192


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PPE_2021-11-29_01-37-48.xlsx
PPE_2021-11-29_01-37-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
PPE via NodeXL https://bit.ly/3I4ak47
@borisjohnson_mp
@goodlawproject
@angelarayner
@writesbright
@ppetoheros
@sonia_chester
@jolyonmaugham
@withorpe
@hossieho
@toshiakima

Top hashtags:
#ppe
#kdppe
#perthtanapon
#2ล้าน4แสนดินแดนพีพีอี
#ptd_on_stage_la
#covid19

Description:
Description
The graph represents a network of 7,814 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, 29 November 2021 at 09:48 UTC.

The requested start date was Monday, 29 November 2021 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, 5-hour, 38-minute period from Thursday, 25 November 2021 at 06:43 UTC to Sunday, 28 November 2021 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 : 7814
Unique Edges : 3718
Edges With Duplicates : 12507
Total Edges : 16225
Number of Edge Types : 5
Replies to : 1027
Mentions : 1418
Retweet : 5616
MentionsInRetweet : 6727
Tweet : 1437
Self-Loops : 1474
Reciprocated Vertex Pair Ratio : 0.0108056189218394
Reciprocated Edge Ratio : 0.0213802114265352
Connected Components : 1111
Single-Vertex Connected Components : 384
Maximum Vertices in a Connected Component : 3485
Maximum Edges in a Connected Component : 8246
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.993944
Graph Density : 0.000137901591498042
Modularity : 0.51033
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,814 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, 29 November 2021 at 09:48 UTC.

The requested start date was Monday, 29 November 2021 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, 5-hour, 38-minute period from Thursday, 25 November 2021 at 06:43 UTC to Sunday, 28 November 2021 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:
[366] https://www.pc-koubou.jp/pc/game_ppe.php?pre=bct1874_esp
[119] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[63] https://www.iol.co.za/dailynews/news/exclusive-public-protector-probes-the-siu-over-ppe-corruption-2a0f2be8-746e-429a-831f-8e7f9afc34ff
[38] https://www.instagram.com/accounts/login/
[33] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1637841115
[25] https://www.thetimes.co.uk/article/e2b63858-4d77-11ec-9bc6-5abf98655bc4?shareToken=a37106b87fc7455a9ddab013584e89ac
[18] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_AndroidApp_Other
[14] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_source=dlvr.it&utm_medium=twitter
[13] https://shop.line.me/@nightper
[10] https://www.ft.com/content/a487276a-9f6d-4052-a049-51061030bc79

Top URLs in Tweet in G1:
[5] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[1] https://goodlawproject.org/news/conservative-politicians-vip-lane/?utm_source=Twitter&utm_campaign=PPEVIPLaneBlog151121&utm_medium=social%20media
[1] https://www.freedomunited.org/news/uk-ppe-forced-labor/
[1] https://twitter.com/JohnRANKIN17/status/1462735036684419073
[1] https://www.opendemocracy.net/en/dark-money-investigations/record-profits-tory-donors-firm-won-huge-ppe-contracts/
[1] https://www.rhyljournal.co.uk/news/national/19312085.government-can-keep-amount-spent-useless-ppe-confidential-judge-rules/

Top URLs in Tweet in G2:
[15] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[9] https://www.ft.com/content/a487276a-9f6d-4052-a049-51061030bc79
[9] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.transparency.org.uk/covid-19-contracts-PPE-VIP-lane-latest-news
[4] https://ft.trib.al/zo764r4
[3] https://eastangliabylines.co.uk/exclusive-suffolk-at-centre-of-multi-million-alleged-cover-up-of-government-ppe-scandal/
[3] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_AndroidApp_Other
[3] https://www.mirror.co.uk/news/politics/piles-unused-ppe-costing-1million-25391211?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://bylinetimes.com/2021/11/24/100-million-profit-boost-for-firms-in-vip-lane/
[2] https://bylinetimes.com/2021/03/09/government-ppe-stockpile-coronavirus-several-years-expensive/

Top URLs in Tweet in G4:
[26] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[4] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_AndroidApp_Other
[2] https://www.eu.fishersci.com/go/ppe
[2] http://www.thetimes.co.uk/tto/public/acs
[2] https://www.ebay.com/itm/174757413485?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338849672&toolid=10044&customid=&mkevt=1
[2] https://bamcareers.com/gb/jobs/ppe-and-workwear-production-operative-9325/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[2] https://www.independent.co.uk/news/uk/politics/conservative-mps-ppe-covid-contracts-b1958500.html
[2] https://www.theguardian.com/world/2020/dec/21/firm-with-mystery-investors-wins-200m-of-ppe-contracts-via-high-priority-lane
[2] https://inews.co.uk/news/politics/sleaze-row-tory-mps-peers-referred-firms-vip-lane-covid-ppe-contracts-1304795?ito=twitter_share_article-top
[2] https://yazing.com/deals/brookwoodmed/MikeElla

Top URLs in Tweet in G5:
[366] https://www.pc-koubou.jp/pc/game_ppe.php?pre=bct1874_esp
[1] https://www.hmv.co.jp/artist_ヤングアニマル編集部_000000000432953/item_《ローソン・HMV限定特典:えなこクリアファイル》ヤングアニマル-2021年-12月-24日号_12362539

Top URLs in Tweet in G6:
[5] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[3] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_iOSApp_Other&fbclid=IwAR1HA3HVEUy32pvGdZIF5AC_-ENU9pcfVWwPoOWsY5WuLaRyJ7NQot_K-QU
[2] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.thetimes.co.uk/article/01442d30-4bc9-11ec-a89c-4bee41baeb9c?shareToken=ca5dc80971d2f70a6fa84ca61d01d724
[1] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral
[1] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1637841115

Top URLs in Tweet in G7:
[3] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[1] https://www.thenational.scot/news/19742118.boris-johnson-told-investigate-michelle-mone-ppe-contract/
[1] https://twitter.com/Telegraph/status/1463915668353564677

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=tsIg3s9ksKU&feature=youtu.be

[2] https://www.hse.gov.uk/research/rrhtm/rr619.htm
[2] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[1] https://sites.manchester.ac.uk/covid19-national-project/protect-covid-19-conference-on-transmission-and-environment/
[1] https://twitter.com/JackSapsford/status/1464713653886853121
[1] https://twitter.com/aew1aew1/status/1463759930628915203
[1] https://twitter.com/UseBy2022/status/1463780253931913216
[1] https://twitter.com/micah_arsham/status/1464050713890156546
[1] https://www.usdaw.org.uk/402
[1] https://www.hse.gov.uk/coronavirus/ppe-face-masks/face-coverings-and-face-masks.htm

Top URLs in Tweet in G9:
[6] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[3] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral
[2] https://order-order.com/2021/11/28/doctor-who-discovered-omicron-says-uk-is-panicking-symptoms-are-mild/
[2] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[1] https://www.express.co.uk/news/politics/1527895/Nigel-Farage-comeback-nhs-immigration
[1] https://twitter.com/borisjohnson/status/1464656123479343111
[1] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_iOSApp_Other
[1] https://www.irishmirror.ie/news/irish-news/social-welfare-date-double-payment-25517756
[1] https://twitter.com/catvaxlax/status/1464734111600459779
[1] https://twitter.com/SherlocksWife22/status/1464163549530492929

Top URLs in Tweet in G10:
[36] https://www.instagram.com/accounts/login/
[13] https://shop.line.me/@nightper
[3] https://twitter.com/perthppe/status/1464182753834848259
[2] https://m.weibo.cn/status/4707823550202958?
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F611927402183216%2Fposts%2F6562359307139966%2F%3Fd%3Dn
[2] https://twitter.com/perthppe/status/1463818813368119303
[2] https://twitter.com/nhk_plus/status/1463311662103113734
[2] https://intrend.trueid.net/article/10-%E0%B8%8B%E0%B8%B8%E0%B8%9B%E0%B8%95%E0%B8%B2%E0%B8%A3%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%98%E0%B8%B2%E0%B8%99%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%A9%E0%B8%B1%E0%B8%97%E0%B8%AB%E0%B8%A5%E0%B9%88%E0%B8%AD%E0%B8%9A%E0%B8%AD%E0%B8%81%E0%B8%95%E0%B9%88%E0%B8%AD-trueidintrend_251896?utm_source=twitter-intrend&utm_medium=social&utm_term=clicklink&utm_campaign=ugc_twitter_intrend_10-%E0%B8%8B%E0%B8%B8%E0%B8%9B%E0%B8%95%E0%B8%B2%E0%B8%A3%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%98%E0%B8%B2%E0%B8%99%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%A9%E0%B8%B1%E0%B8%97%E0%B8%AB%E0%B8%A5%E0%B9%88%E0%B8%AD%E0%B8%9A%E0%B8%AD%E0%B8%81%E0%B8%95%E0%B9%88%E0%B8%AD-trueidintrend_251896
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FYSLBeautyTH%2Fphotos%2Fa.396113860496346%2F4494659500641741%2F%3Ftype%3D3
[2] https://today.line.me/th/v2/article/WBqDk8L

Top Domains
Top Domains in Tweet in Entire Graph:
[366] pc-koubou.jp
[215] theguardian.com
[198] twitter.com
[87] co.uk
[74] co.za
[39] instagram.com
[23] ppe.pl
[21] co.jp
[21] youtube.com
[19] org.uk

Top Domains in Tweet in G1:
[5] theguardian.com
[1] goodlawproject.org
[1] freedomunited.org
[1] twitter.com
[1] opendemocracy.net
[1] co.uk

Top Domains in Tweet in G2:
[31] theguardian.com
[12] co.uk
[11] ft.com
[6] twitter.com
[5] org.uk
[4] bylinetimes.com
[4] trib.al
[1] gov.uk
[1] politico.eu
[1] wikipedia.org

Top Domains in Tweet in G4:
[65] twitter.com
[41] theguardian.com
[26] co.uk
[4] co.za
[3] ebay.com
[3] gotravelblogger.com
[3] swingtradebot.com
[2] fishersci.com
[2] facebook.com
[2] tradingview.com

Top Domains in Tweet in G5:
[366] pc-koubou.jp
[1] co.jp

Top Domains in Tweet in G6:
[14] theguardian.com
[1] co.uk

Top Domains in Tweet in G7:
[3] theguardian.com
[1] thenational.scot
[1] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com
[3] gov.uk
[2] youtube.com
[2] co.uk
[1] ac.uk
[1] org.uk
[1] sciencedirect.com
[1] bylinetimes.com
[1] theguardian.com

Top Domains in Tweet in G9:
[10] theguardian.com
[8] twitter.com
[2] order-order.com
[2] co.uk
[2] org.uk
[1] irishmirror.ie

Top Domains in Tweet in G10:
[37] instagram.com
[15] twitter.com
[15] line.me
[5] bit.ly
[4] trueid.net
[4] facebook.com
[2] youtube.com
[2] weibo.com
[2] weibo.cn
[2] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[203] ppe
[174] kdppe
[129] perthtanapon
[83] 2ล้าน4แสนดินแดนพีพีอี
[53] ptd_on_stage_la
[45] covid19
[34] torycorruption
[31] nightperstudio
[29] covid
[21] モルカーファンアート



Top Hashtags in Tweet in G1:
[10] ppe
[1] marr
[1] phillips
[1] torycovidcatastrophe
[1] depeffelpig
[1] clueless
[1] notlaughing
[1] torycorruption
[1] torysleeze
[1] tory

Top Hashtags in Tweet in G2:
[6] covid19
[6] loanchargescandal
[5] publicenquiry
[4] torycorruption
[4] ppe
[4] loancharge
[2] nhs
[2] omicron
[1] astateoffear
[1] frontlineheroes

Top Hashtags in Tweet in G4:
[52] ppe
[10] covid
[10] bs2021
[9] workwear
[7] covid19
[7] gloves
[6] blackfriday
[4] torycorruption
[4] safety
[3] ebay

Top Hashtags in Tweet in G5:
[2] ppeコラボpc
[2] えなこ
[2] 篠崎こころ
[2] 伊織もえ

Top Hashtags in Tweet in G6:
[2] torycriminalsunfittogovern
[2] johnsonout
[1] torycriminals
[1] johnsonthecorruptpm

Top Hashtags in Tweet in G7:
[1] covidinquirynow

Top Hashtags in Tweet in G8:
[10] sackpritipatel
[8] nnn
[6] ppe
[5] nuvariant
[3] torycorruption
[3] covid
[3] corona
[3] unvaccinated
[3] antiviralmask
[2] covid19

Top Hashtags in Tweet in G9:
[14] torycorruption
[6] johnsonout
[6] brexit
[6] brexitdisaster
[6] brexitshambles
[4] zionist
[4] ppe
[4] brexitreality
[4] torycriminals
[3] brexitisntworking

Top Hashtags in Tweet in G10:
[173] kdppe
[128] perthtanapon
[82] 2ล้าน4แสนดินแดนพีพีอี
[51] ptd_on_stage_la
[31] nightperstudio
[13] หยิ่นหยางep4xnestleicecream
[11] bbillkin
[9] บาสเด็กอ้วนที่แท้จริง
[9] ไม่รักไม่ฟัด
[8] zpelxperth

Top Words
Top Words in Tweet in Entire Graph:
[3284] ppe
[1759] vip
[1446] list
[1318] response
[1312] already
[1309] omicron
[1308] variant
[1306] chums
[1292] javid
[1292] acting

Top Words in Tweet in G1:
[1194] list
[1187] borisjohnson_mp
[1187] chums
[1186] sajid
[1186] javid
[1186] acting
[1186] swiftly
[1186] response
[1186] omicron
[1186] variant

Top Words in Tweet in G2:
[582] ppe
[306] mone
[295] medpro
[283] goodlawproject
[281] revealed
[231] gov
[203] contract
[194] contracts
[192] many
[179] companies

Top Words in Tweet in G3:
[562] อ
[427] าหน
[283] น
[283] าท
[283] ดppe
[281] แต
[281] ไม
[280] บเจ
[280] สวมช
[280] องไปไหนต

Top Words in Tweet in G4:
[321] ppe
[52] #ppe
[39] tory
[36] covid
[30] over
[30] more
[29] contracts
[29] mone
[27] contract
[25] inquiry

Top Words in Tweet in G5:
[370] enako_cos
[367] level
[366] ppeコラボpc発売中です
[366] オリジナル壁紙など特典もついているので
[366] pc買い替えを検討している方は是非
[366] co
[366] 6agles06sp
[12] えなこりんコラボpcのミニ写真集とppeステッカー届きました
[11] ken_c201
[2] ppeのコラボpc届いたーー

Top Words in Tweet in G6:
[298] angelarayner
[292] conservative
[237] vip
[221] lane
[221] money
[219] corruption
[216] donor
[215] racket
[215] taxpayers
[214] dishonesty

Top Words in Tweet in G7:
[204] ppe
[181] contracts
[179] tory
[165] donor
[163] latest
[163] revelation
[163] shows
[163] lord
[163] chadlington
[163] helped

Top Words in Tweet in G8:
[143] ppe
[91] vip
[89] companies
[89] government
[87] lane
[87] firms
[85] massive
[85] profits
[84] writesbright
[84] recorded

Top Words in Tweet in G9:
[106] ppe
[54] tory
[46] contracts
[37] money
[36] trace
[34] track
[33] conservatives
[21] government
[19] scottories
[17] work

Top Words in Tweet in G10:
[214] ร
[173] #kdppe
[166] น
[144] อ
[139] ก
[128] #perthtanapon
[127] perthppe
[120] ม
[114] พ
[95] ว

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1292] list,vip
[1292] vip,chums
[1291] sajid,javid
[1291] javid,acting
[1291] acting,swiftly
[1291] swiftly,response
[1291] response,omicron
[1291] omicron,variant
[1291] variant,already
[1291] already,drawn

Top Word Pairs in Tweet in G1:
[1186] sajid,javid
[1186] javid,acting
[1186] acting,swiftly
[1186] swiftly,response
[1186] response,omicron
[1186] omicron,variant
[1186] variant,already
[1186] already,drawn
[1186] drawn,list
[1186] list,vip

Top Word Pairs in Tweet in G2:
[293] ppe,medpro
[171] still,many
[171] many,questions
[171] questions,answer
[171] answer,ppe
[171] medpro,contract
[171] contract,quality
[171] quality,product
[171] product,delivered
[170] jolyonmaugham,still

Top Word Pairs in Tweet in G3:
[283] าหน,าท
[280] บเจ,าหน
[280] าท,สวมช
[280] สวมช,ดppe
[280] องไปไหนต,อ
[279] อ,ะ
[279] ะ,แต
[279] แต,ออกมาก
[279] ออกมาก,บเจ
[279] ดppe,ไม

Top Word Pairs in Tweet in G4:
[25] over,ppe
[24] tory,peer
[24] ppe,contract
[23] michelle,mone
[22] ppe,contracts
[22] calls,inquiry
[22] inquiry,tory
[21] labour,calls
[21] peer,michelle
[21] mone,over

Top Word Pairs in Tweet in G5:
[366] level,ppeコラボpc発売中です
[366] ppeコラボpc発売中です,オリジナル壁紙など特典もついているので
[366] オリジナル壁紙など特典もついているので,pc買い替えを検討している方は是非
[366] pc買い替えを検討している方は是非,co
[366] co,6agles06sp
[365] enako_cos,level
[11] ken_c201,えなこりんコラボpcのミニ写真集とppeステッカー届きました
[2] ppeのコラボpc届いたーー,壁紙はえなこりん
[2] 壁紙はえなこりん,これからいっぱいゲームします
[2] これからいっぱいゲームします,#ppeコラボpc

Top Word Pairs in Tweet in G6:
[216] vip,lane
[215] taxpayers,money
[214] lane,racket
[214] racket,corruption
[214] corruption,dishonesty
[214] dishonesty,cover
[214] cover,ups
[214] ups,taxpayers
[214] money,being
[214] being,handed

Top Word Pairs in Tweet in G7:
[163] latest,revelation
[163] revelation,shows
[163] shows,tory
[163] tory,donor
[163] donor,lord
[163] lord,chadlington
[163] chadlington,helped
[163] helped,secure
[163] secure,48m
[163] 48m,worth

Top Word Pairs in Tweet in G8:
[87] vip,lane
[84] massive,profits
[84] profits,recorded
[84] recorded,vip
[84] lane,firms
[84] firms,nine
[84] nine,companies
[84] companies,fast
[84] fast,tracked
[84] tracked,government

Top Word Pairs in Tweet in G9:
[33] track,trace
[32] ppe,contracts
[12] contracts,tory
[9] borisjohnson_mp,sajid
[9] sajid,javid
[9] javid,acting
[9] acting,swiftly
[9] swiftly,response
[9] response,omicron
[9] omicron,variant

Top Word Pairs in Tweet in G10:
[85] พ,อ
[83] #2ล,าน4แสนด
[83] าน4แสนด,นแดนพ
[82] นแดนพ,พ
[70] #kdppe,#perthtanapon
[50] #perthtanapon,#kdppe
[43] ร,ธ
[34] 4m,perthppe
[26] เพ,ร
[24] ขอบค,ณท

Top Replied-To
Top Replied-To in Entire Graph:
@monyo_ppe
@perthppe
@10ream_ppe
@fai_ppe
@michellemone
@hoppe_ppe_
@borisjohnson
@joncoopertweets
@imyouruni
@mrjamesob

Top Replied-To in G1:
@borisjohnson_mp
@benvandervelde
@annietrev
@mrjmetcalfe
@uksfo
@thattimwalker

Top Replied-To in G2:
@michellemone
@lcag_2019
@jolyonmaugham
@kadhim
@angelarayner
@drositamba
@the_tpa
@jv_uk2011
@donedgley1
@mgcchambers

Top Replied-To in G4:

Top Replied-To in G5:
@enako_cos

Top Replied-To in G6:
@angelarayner
@davidspiteri33
@huss38820103
@jimmy_d_cube
@michellemone
@enough24j

Top Replied-To in G7:
@jamesmorris
@chenweihua
@suffolkpolfed
@drobert93707163

Top Replied-To in G8:
@davidgcant
@sajidjavid
@conservatives
@lloydhardy
@damian17236445
@drsimonashworth
@staying_free21
@wsj
@marylouisemcla1
@chrischirp

Top Replied-To in G9:
@borisjohnson
@scottories
@johnredwood
@10downingstreet
@hobojebus
@emmakennedy
@ukiswitheu
@michellemone
@conservatives
@trussliz

Top Replied-To in G10:
@perthppe
@moe_ppe
@chenchenppe
@satreerat_jum
@mild_ppe
@anotherboytj12
@prem_space
@bb0un
@basjtr
@perthgalaxy_

Top Mentioned
Top Mentioned in Entire Graph:
@borisjohnson_mp
@enako_cos
@angelarayner
@goodlawproject
@babychak_
@jolyonmaugham
@withorpe
@seirtz
@dailymirror
@russellscott1

Top Mentioned in G1:
@borisjohnson_mp
@poorscousertom
@uksfo
@goodlawproject
@brexit_sham
@hic334
@matthancock
@simon_couzens
@3cxdesmo
@mel80361717

Top Mentioned in G2:
@goodlawproject
@jolyonmaugham
@dailymirror
@russellscott1
@allthecitizens
@jemimajoanna
@borisjohnson_mp
@kadhim
@angelarayner
@peterjukes

Top Mentioned in G3:
@babychak_
@seirtz
@anyizhou2326

Top Mentioned in G4:
@jimmytheplant
@0nsgckcp6wf49dj
@healthy_climate
@hihosolutions
@acorn_ic
@polidigitaluk
@fencoul
@jeffperera
@333march

Top Mentioned in G5:
@enako_cos
@ken_c201
@level_inf
@zanza_mnst

Top Mentioned in G6:
@angelarayner
@borisjohnson_mp
@jolyonmaugham
@pickardje
@goodlawproject
@stevebarclay
@brexit_sham
@dianehain
@gdnpolitics
@alanlewch

Top Mentioned in G7:
@withorpe
@borisjohnson_mp
@scotnational
@tripeuk
@jolyonmaugham
@writesbright
@angelarayner
@elaine_patten
@tomhunt1988
@mcm_home

Top Mentioned in G8:
@writesbright
@sajidjavid
@csa_hse
@youarelobbylud
@allthecitizens
@pro_larva
@garethcave
@telegraph
@wsj
@wizardbattery

Top Mentioned in G9:
@conservatives
@scottories
@borisjohnson_mp
@borisjohnson
@ukiswitheu
@10downingstreet
@redsarah99
@trussliz
@mark68fawcett
@jujuliagrace

Top Mentioned in G10:
@perthppe
@ppetrends
@loveinppe
@nongderrr
@telltheworldilu
@bb0un
@primanest
@mayppe65640849
@perthplangun
@gonghive24

Top Tweeters
Top Tweeters in Entire Graph:
@mrdjones
@alerttrade
@genshin_7
@nedi4899diedfhm
@syabuyou_pr
@world_news_eng
@cleosagas1
@roblwilson
@britpoptarts
@_redfrog

Top Tweeters in G1:
@thefabledaesop
@xraypat
@jbwhitesnake
@catherinemginn
@goddess1345
@paulbernaluk
@willshome
@hawkins_carole
@bernardmceldown
@natalie91231732

Top Tweeters in G2:
@dailymirror
@camz99
@ayshamoolla
@ticgran
@golwgymor
@marciaj64
@meallyhen
@pennytindall
@dbashby
@sallymos

Top Tweeters in G3:
@wanctuary
@329pepper
@tenshii801
@jysnarene
@hawhawarmy
@dowaaaa
@nooncnu
@d_myoonggi
@time_ktsn
@nxpotato9

Top Tweeters in G4:
@mrdjones
@alerttrade
@derekjohnbryant
@agenparl
@manilabulletin
@ttangmotm
@tiny_motion
@carlsl
@catellirossella
@gareth0108

Top Tweeters in G5:
@gooochin
@toaruwotakubito
@tomochinlove21
@tomohiro5213
@no_name1597
@oomaono
@viguruzz
@shakugans
@sn_u_315
@tatuhironinomae

Top Tweeters in G6:
@menabster
@esme_hornbeam
@magapanthus
@kevinpbreslin
@hugorelly
@peterandann
@sidcelery
@trevorw1953
@dance_daffodil
@zuperpie

Top Tweeters in G7:
@margymayell
@suegray834
@shirleyyoung2
@blondiesa
@ht4ecosocialism
@terryelaineh1
@finkley1
@linannlum
@wulba
@declan_hoare

Top Tweeters in G8:
@curiocat13
@thestephenralph
@telegraph
@jackalsbynight
@argyllseaglass
@wsj
@dailymailuk
@caz5697
@celtjules66
@jhinkley24

Top Tweeters in G9:
@roblwilson
@isthisab0t
@mikecoulson48
@jorichardskent
@forumeditor
@athe1stp0wer
@philmorandi
@trackntracer
@els_hinderink
@martinandrea86

Top Tweeters in G10:
@bumbimknok
@schinarat
@il_love_li
@boonzoonlee
@tkmmtrigon
@yoongibam9793
@52squared_
@md_ppe
@littlegtaetaev
@ys_ppe