PPE, Twitter, 3/25/2022 9:10:52 AM, 273691


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PPE_2022-03-25_00-59-10.xlsx
PPE_2022-03-25_00-59-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2022
Short Description:
PPE via NodeXL https://bit.ly/3iwubh4
@withorpe
@trackntracer
@jolyonmaugham
@rishisunak
@uklabour
@gouldodette
@birgitomo
@nj_lindquist
@charlzburg86
@carolinelucas

Top hashtags:
#kdppe
#perthtanapon
#ppe
#nighttimestoryxperthplan
#galaxys22thxperthplan

Description:
Description
The graph represents a network of 7,771 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 March 2022 at 08:05 UTC.

The requested start date was Friday, 25 March 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, 3-hour, 14-minute period from Tuesday, 22 March 2022 at 09:07 UTC to Thursday, 24 March 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 : 7771
Unique Edges : 4608
Edges With Duplicates : 11407
Total Edges : 16015
Number of Edge Types : 5
Replies to : 1369
Retweet : 5057
MentionsInRetweet : 6247
Tweet : 1720
Mentions : 1622
Self-Loops : 1740
Reciprocated Vertex Pair Ratio : 0.0134828779381935
Reciprocated Edge Ratio : 0.0266070167176831
Connected Components : 1248
Single-Vertex Connected Components : 576
Maximum Vertices in a Connected Component : 3807
Maximum Edges in a Connected Component : 8777
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.207771
Graph Density : 0.00014067415946196
Modularity : 0.528815
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,771 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 March 2022 at 08:05 UTC.

The requested start date was Friday, 25 March 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, 3-hour, 14-minute period from Tuesday, 22 March 2022 at 09:07 UTC to Thursday, 24 March 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:
[242] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[175] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[156] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[48] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1648116495
[23] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1648117243
[21] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1648116513
[10] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[10] https://twitter.com/skynewsbreak/status/1506534117042753536
[9] https://www.eldiestro.es/2020/09/expediente-royuela-denuncia-que-la-cupula-del-psoe-ordeno-asesinar-a-un-periodista-incomodo-en-2003/
[8] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[4] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[4] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[1] https://twitter.com/BriefcaseMike/status/1506582087033401345?s=20&t=In8mRnN_YMut9Hx57blv6Q

Top URLs in Tweet in G2:
[85] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[71] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[56] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[5] https://twitter.com/skynewsbreak/status/1506534117042753536
[3] https://twitter.com/hmtreasury/status/1506234303994343425
[3] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[3] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_source=dlvr.it&utm_medium=twitter
[2] https://apps.apple.com/us/app/portlink/id1612378071?itscg=30200&itsct=apps_box_link
[2] https://play.google.com/store/apps/details?id=com.portlink.android&hl=ja&gl=US
[2] https://www.globalintl.com/contact-us/

Top URLs in Tweet in G3:
[5] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[4] https://www.bbc.com/news/blogs-the-papers-60224371
[4] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[3] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[2] https://petition.parliament.uk/petitions/605158
[1] https://www.theguardian.com/business/2021/may/21/number-of-billionaires-in-uk-reached-new-record-during-covid-pandemic
[1] https://www.telegraph.co.uk/news/0/what-ppe-coronavirus-uk-shortage-nhs-safe-turkey/
[1] https://www.nursingtimes.net/news/research-and-innovation/evidence-that-ppe-shortages-fuelled-covid-19-spread-in-care-homes-02-07-2020/
[1] https://twitter.com/ukiswitheu/status/1506921097937272839
[1] https://twitter.com/rishisunak/status/1506632237701382146

Top URLs in Tweet in G4:
[71] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[37] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[20] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1648116513
[6] https://www.dailymail.co.uk/news/article-9630911/amp/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html
[2] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1648116495
[2] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[1] https://www.gov.uk/government/news/ppe-procurement-in-the-early-pandemic
[1] https://goodlawproject.org/update/government-bullied-watchdog-vips/
[1] https://binsblog.org/2020/12/12/exclusive-brethren-a-cult-in-our-midst/
[1] https://twitter.com/trundletwerp/status/1506202499472048133

Top URLs in Tweet in G5:
[2] https://twitter.com/mocco32625611/status/1505868066717982725
[1] https://twitter.com/DrDD2/status/1506222867674898445

Top URLs in Tweet in G6:
[11] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[8] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[6] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[2] https://www.bbc.co.uk/news/uk-60176283
[1] https://twitter.com/SkyNews/status/1506893820528627713
[1] https://twitter.com/NickBuckleyMBE/status/1506655977596198914
[1] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other&fbclid=IwAR1iSUToKLIKSRv32ZSX37SCAuu0nizBY1nTsZxYP7HqOEKh09tT1lgHg-g
[1] https://twitter.com/drmarkporter/status/1506716958254931975
[1] https://twitter.com/SkyNews/status/1506533894211964934
[1] https://twitter.com/ruskin147/status/1506539085669748744

Top URLs in Tweet in G7:
[3] https://www.instagram.com/accounts/login/?next=/p/CbWp48BJqmc/
[3] https://www.instagram.com/perthppe/
[2] https://m.weibo.cn/status/4749882696926023
[2] https://www.instagram.com/accounts/login/?next=/p/CbZktGsv6DV/
[2] https://www.youtube.com/watch?v=Kt6MXbiXEZA&feature=youtu.be

[2] https://line.me/R/ti/p/%40734eilfk
[2] https://twitter.com/shuuemurath/status/1506224176029446145
[2] https://www.tiktok.com/@trainee_a/video/7077831608971119874?_t=8QqY0FtjGu9&_r=1
[2] https://www.youtube.com/watch?v=DaJzjXbYuSw&feature=youtu.be

[2] https://lnk.fu.ga/marktuan_lonely-1

Top URLs in Tweet in G8:
[44] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1648116495
[28] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[20] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1648117243
[7] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[5] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other
[1] https://www.documentcloud.org/documents/21469091-foi-response-private-emails-reveal-goves-role-in-tory-linked-firms-ppe-contracts
[1] https://twitter.com/kieranhegarty12/status/1506942209492500481
[1] https://nursingnotes.co.uk/news/politics/nhs-told-to-double-efficiency-in-crackdown-on-wasteful-spending/
[1] https://nursingnotes.co.uk/news/politics/nhs-told-to-double-efficiency-in-crackdown-on-wasteful-spending/?fbclid=IwAR27r9-Z8vF4HLgx1eoXMomEtiqo0vcdLGzWEGxNvyLMJVPOwuWefDQy7PY#.YjhDtIjiXMA.facebook

Top URLs in Tweet in G9:
[5] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_iOSApp_Other
[2] https://twitter.com/zarahsultana/status/1506292429149904903
[2] https://www.telegraph.co.uk/news/2022/03/22/labour-mp-accused-abandoning-womens-rights-defending-transgender/
[1] https://twitter.com/martinangus/status/1506769040424984589
[1] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[1] https://twitter.com/BernieSpofforth/status/1501941630214885387
[1] https://t.co/oJjqqvLT0J
[1] https://twitter.com/chrismusson/status/1506341278388207627
[1] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G10:
[1] https://twitter.com/amerdelirium/status/1506254617931395078
[1] https://twitter.com/YouAreLobbyLud/status/1431515252584239105
[1] https://www.peterboroughpublichealth.ca/novel-coronavirus-covid-19/masks-and-personal-protective-equipment-ppe

Top Domains
Top Domains in Tweet in Entire Graph:
[686] theguardian.com
[196] twitter.com
[79] co.uk
[25] youtube.com
[19] instagram.com
[19] co.jp
[16] com.ua
[11] gov.uk
[11] ppe.pl
[9] bit.ly

Top Domains in Tweet in G1:
[9] theguardian.com
[1] twitter.com

Top Domains in Tweet in G2:
[222] theguardian.com
[66] twitter.com
[38] co.uk
[6] viv.net
[4] gov.uk
[4] org.uk
[3] google.com
[3] ebay.com
[3] tweetedtimes.com
[3] heskins.com

Top Domains in Tweet in G3:
[15] twitter.com
[12] theguardian.com
[4] bbc.com
[3] co.uk
[2] parliament.uk
[1] nursingtimes.net
[1] org.uk
[1] goodlawproject.org
[1] cityam.com

Top Domains in Tweet in G4:
[133] theguardian.com
[7] co.uk
[2] twitter.com
[1] gov.uk
[1] goodlawproject.org
[1] binsblog.org
[1] opendemocracy.net
[1] sky.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[26] theguardian.com
[5] twitter.com
[3] co.uk

Top Domains in Tweet in G7:
[14] instagram.com
[14] twitter.com
[8] youtube.com
[2] weibo.cn
[2] line.me
[2] tiktok.com
[2] fu.ga
[1] lp.makeup
[1] bit.ly
[1] smsng.store

Top Domains in Tweet in G8:
[104] theguardian.com
[2] co.uk
[1] documentcloud.org
[1] twitter.com

Top Domains in Tweet in G9:
[9] theguardian.com
[8] twitter.com
[5] co.uk
[1] t.co

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] kdppe
[198] perthtanapon
[135] ppe
[74] nighttimestoryxperthplan
[69] galaxys22thxperthplan
[68] torycorruption
[44] happy21stperthday
[36] perthsday21
[36] notoforcedvaccinesforgatherings
[33] 伊織もえ



Top Hashtags in Tweet in G1:
[4] torycorruption
[4] toriesunfittogovern
[1] springstatement2022

Top Hashtags in Tweet in G2:
[54] ppe
[17] torycorruption
[10] safety
[7] workwear
[6] covid19
[5] spcmetanoia
[5] spcintramurals2022
[5] michaelgove
[4] corruption
[4] protection

Top Hashtags in Tweet in G3:
[10] ppe
[5] tory
[4] toryincompetence
[3] nhs
[3] tories
[3] sunakout2
[3] partygate
[3] unpaidcarers
[3] costoflivingcrisis
[3] toriesunfittogovern

Top Hashtags in Tweet in G4:
[6] toryscumout
[3] exclusivebrethren
[2] ppe
[2] nhs
[1] peston
[1] newsnight
[1] rapidreliefteam
[1] r4today
[1] goodlawproject
[1] bbcgms

Top Hashtags in Tweet in G6:
[16] partygate
[12] torycorruption
[3] ppe
[3] torysleaze
[2] toryhypocrisy
[2] johnsonout58
[2] toriesunfittogovern
[2] gtto
[2] nato
[2] torydystopia

Top Hashtags in Tweet in G7:
[212] kdppe
[197] perthtanapon
[74] nighttimestoryxperthplan
[69] galaxys22thxperthplan
[44] happy21stperthday
[36] perthsday21
[29] businessproposalep8
[26] perth21sthbd
[18] businessproposal
[18] gmmtvsafehousess3d4

Top Hashtags in Tweet in G8:
[6] torycriminalsunfittogovern
[3] torycorruption
[1] foi
[1] costoflivingcrisis
[1] hatetories
[1] springstatement
[1] ppemedpro

Top Hashtags in Tweet in G9:
[3] rt
[2] fbpe
[1] torycorruption
[1] johnsonthecorruptpm
[1] torylies
[1] toriesunfittogovern
[1] noplan
[1] sameoldlabour
[1] resignsturgeon
[1] moneywellspent

Top Hashtags in Tweet in G10:
[1] itsokaytonotbeokay
[1] nationaldayofreflection
[1] humanism
[1] everydeepdrawnbreath
[1] ppe
[1] n95
[1] kn95
[1] kf94
[1] ventilation
[1] filtering

Top Words
Top Words in Tweet in Entire Graph:
[3995] ppe
[1096] money
[873] tory
[868] unusable
[796] gove
[748] private
[748] withorpe
[695] covid
[662] sunak
[632] tories

Top Words in Tweet in G1:
[637] withorpe
[497] ppe
[467] unusable
[451] tories
[450] 7b
[450] away
[450] around
[449] know
[449] threw
[449] 20

Top Words in Tweet in G2:
[432] ppe
[148] tory
[134] gove
[128] private
[120] emails
[120] linked
[115] deals
[114] role
[109] reveal
[109] firm

Top Words in Tweet in G3:
[351] ppe
[160] rishisunak
[160] trace
[129] track
[127] money
[112] billions
[102] billion
[90] contracts
[82] wasted
[79] fraud

Top Words in Tweet in G4:
[225] jolyonmaugham
[212] private
[211] gove
[144] ppe
[135] channels
[135] keen
[134] dodgier
[134] deal
[134] greater
[134] enthusiasm

Top Words in Tweet in G5:
[262] mocco32625611
[259] 母は最終的に病院で息を引き取りました
[259] 私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ
[259] 結果が出るとppeの装着を指示されました
[259] 母はコロナ陽性でもなく
[258] 私も抗原検査
[2] 抗原検査にppeは嘘だろうと言われましたが
[2] そんな嘘言って私にどんなメリットがあるんですかね
[2] miklikov
[2] あなたのその理屈であればppeのみでいいですよね

Top Words in Tweet in G6:
[110] ppe
[98] grantshapps
[90] without
[89] told
[89] parliament
[89] seriously
[89] considering
[89] relationship
[89] ferries
[89] sacking

Top Words in Tweet in G7:
[229] น
[214] ร
[212] #kdppe
[197] #perthtanapon
[173] ก
[157] ว
[116] ม
[114] perthppe
[110] galaxy
[110] s22

Top Words in Tweet in G8:
[249] ppe
[183] gove
[167] tory
[151] michael
[148] deals
[135] mone
[134] michelle
[119] vip
[101] private
[98] linked

Top Words in Tweet in G9:
[350] money
[199] ppe
[178] uklabour
[177] sunak
[174] billions
[174] unusable
[173] fraud
[172] government
[170] rishi
[170] lost

Top Words in Tweet in G10:
[281] patients
[160] ppe
[158] full
[145] covid
[141] staff
[140] birgitomo
[139] hospitals
[139] isolated
[139] rooms
[139] air

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[848] unusable,ppe
[548] ppe,deals
[528] 20,21
[526] 7b,know
[526] know,tories
[526] tories,threw
[526] threw,away
[526] away,unusable
[526] ppe,20
[526] 21,built

Top Word Pairs in Tweet in G1:
[467] unusable,ppe
[449] 7b,know
[449] know,tories
[449] tories,threw
[449] threw,away
[449] away,unusable
[449] ppe,20
[449] 20,21
[449] 21,built
[449] built,around

Top Word Pairs in Tweet in G2:
[115] private,emails
[109] emails,reveal
[109] linked,firm
[109] ppe,deals
[107] gove,role
[107] role,tory
[107] tory,linked
[107] firm,ppe
[69] reveal,gove
[56] michael,gove

Top Word Pairs in Tweet in G3:
[121] track,trace
[62] ppe,contracts
[44] 37,billion
[38] test,trace
[32] useless,ppe
[24] gnev2,rishisunak
[23] unusable,ppe
[21] ppe,track
[19] failed,track
[19] dodgy,ppe

Top Word Pairs in Tweet in G4:
[134] dodgier,deal
[134] deal,greater
[134] greater,enthusiasm
[134] enthusiasm,doing
[134] doing,private
[134] private,communication
[134] communication,channels
[134] channels,notice
[134] notice,keen
[133] jolyonmaugham,dodgier

Top Word Pairs in Tweet in G5:
[259] 母は最終的に病院で息を引き取りました,私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ
[259] 私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ,結果が出るとppeの装着を指示されました
[259] 結果が出るとppeの装着を指示されました,母はコロナ陽性でもなく
[258] mocco32625611,母は最終的に病院で息を引き取りました
[258] 母はコロナ陽性でもなく,私も抗原検査
[2] 抗原検査にppeは嘘だろうと言われましたが,そんな嘘言って私にどんなメリットがあるんですかね
[2] miklikov,あなたのその理屈であればppeのみでいいですよね
[2] あなたのその理屈であればppeのみでいいですよね,抗原検査の意味はありませんよ

Top Word Pairs in Tweet in G6:
[89] told,parliament
[89] parliament,seriously
[89] seriously,considering
[89] considering,relationship
[89] relationship,ferries
[89] ferries,sacking
[89] sacking,800
[89] 800,workers
[89] workers,without
[88] grantshapps,told

Top Word Pairs in Tweet in G7:
[108] galaxy,s22
[107] #kdppe,#perthtanapon
[106] s22,ultra
[92] samsung,galaxy
[79] #perthtanapon,#kdppe
[60] เพ,ร
[37] ร,ธ
[28] #nighttimestoryxperthplan,samsung
[28] น,าร
[18] #galaxys22thxperthplan,samsung

Top Word Pairs in Tweet in G8:
[151] michael,gove
[148] ppe,deals
[134] michelle,mone
[93] private,emails
[92] emails,reveal
[92] gove,role
[92] role,tory
[92] tory,linked
[91] linked,firm
[91] firm,ppe

Top Word Pairs in Tweet in G9:
[174] unusable,ppe
[170] rishi,sunak
[170] sunak,lost
[170] lost,billions
[170] billions,pounds
[170] pounds,government
[170] government,money
[170] money,fraud
[170] fraud,unusable
[170] ppe,money

Top Word Pairs in Tweet in G10:
[158] full,ppe
[139] hospitals,patients
[139] patients,covid
[139] covid,isolated
[139] isolated,rooms
[139] rooms,air
[139] air,filtration
[139] filtration,systems
[139] systems,staff
[139] staff,dons

Top Replied-To
Top Replied-To in Entire Graph:
@skynewsbreak
@rishisunak
@hmtreasury
@monyo_ppe
@jolyonmaugham
@ppe__b
@ep_ppe
@borisjohnson
@toryboypierce
@emmett_dog

Top Replied-To in G1:
@withorpe
@omminc
@rishisunak
@modonaldson5
@chrismasonbbc

Top Replied-To in G2:
@mediinnukltd

Top Replied-To in G3:
@rishisunak
@manlikemc
@susaneacock
@mark_j_harper
@borisjohnson
@lbc
@jeremy_hunt
@hewitson10
@peston
@gnev2

Top Replied-To in G4:
@jolyonmaugham
@merielmyers
@keithschapman
@pmdfoster
@scots4fun
@juliest101
@sajidjavid
@susanha58798702
@dminghella
@f92zulu

Top Replied-To in G5:
@mocco32625611
@kmbkbot
@miklikov
@sakuras58514172

Top Replied-To in G6:
@andy_murray
@michaelgove
@trussliz
@grantshapps
@rishisunak
@michaelujacobs
@simonhartmp
@kitmalthouse
@dave43law
@stephenflynnsnp

Top Replied-To in G7:
@moe_ppe
@ohmpawatt
@perthppe
@laz1_official
@makemacan
@goldenpup_ppe
@mynameisnanon
@ohmpawat_family
@perthsbabe
@gonghive24

Top Replied-To in G8:
@brexit_sham
@seanraaron
@vintiquesmark
@duncanhames

Top Replied-To in G9:
@uklabour
@mwj_uk
@davieanderson11
@daveboulton
@tony_yorkshire
@themarkgodfrey
@mitsyarty
@oliverdowden
@janecalladine1
@pete84650665

Top Replied-To in G10:
@mlgg2
@genyinterrupted

Top Mentioned
Top Mentioned in Entire Graph:
@withorpe
@mocco32625611
@jolyonmaugham
@uklabour
@rishisunak
@charlzburg86
@birgitomo
@carolinelucas
@grantshapps
@skynews

Top Mentioned in G1:
@withorpe
@ntnigel
@endgreed1
@robstagg
@nickyallt
@alafreeman
@jhalcrojohnston
@uklabour
@kieranhegarty12
@jolyonmaugham

Top Mentioned in G2:
@binanimals
@aniza84_azmi
@wg_gervais
@hcsaprocurement
@graham_dallison

Top Mentioned in G3:
@rishisunak
@gnev2
@borisjohnson
@ons
@peston
@susaneacock
@mrjamesob
@keir_starmer
@lbc
@gmb

Top Mentioned in G4:
@jolyonmaugham
@kisseverybody
@suesuezep
@withorpe
@guardiannews
@beddoestl
@hutch__man
@dminghella
@goodlawproject
@dailymailuk

Top Mentioned in G5:
@mocco32625611
@f7mrn2snk2v36wa
@miklikov
@stabc5

Top Mentioned in G6:
@grantshapps
@dave43law
@rishisunak
@conservatives
@withorpe
@andy_murray
@michaelgove
@npg9goulding
@michaelujacobs
@addy_atky

Top Mentioned in G7:
@perthppe
@perthplangun
@ppetrends
@loveinppe
@bplannnnn
@samsungthailand
@allaroundperth
@bowppe
@chenoeyp
@laz1_official

Top Mentioned in G8:
@paullewis
@david_conn
@guardian
@brexit_sham
@jolyonmaugham
@withorpe
@robevansgdn
@kieranhegarty12
@pinguforest
@really_djg

Top Mentioned in G9:
@uklabour
@withorpe
@ppe_sale
@mitsyarty
@jolyonmaugham
@gdnpolitics
@janecalladine1
@marketingproben
@wolfiereborn
@ee_labour

Top Mentioned in G10:
@birgitomo
@ptbohealth
@zoewilligen
@weselymd
@cdcgov
@abeoudshoorn
@mary_sorensen
@boiandabov
@mlgg2

Top Tweeters
Top Tweeters in Entire Graph:
@asahibeer_jp
@subwayjp
@kfc_jp
@housefoods_now
@famima_now
@docomo_dmarket
@mos_burger
@asahiinryo_jp
@ayatakajp
@tpoint

Top Tweeters in G1:
@porridgeisgood
@johnjoechad
@mae_carson2
@euethnic
@childofalba
@marciaj64
@carolehope2
@hacketttom
@artytrace
@kevthecheff

Top Tweeters in G2:
@mrdjones
@derekjohnbryant
@agenparl
@stigmabasen
@trialanderror_v
@frackhazreveal
@handgirlfriend
@financialxpress
@danspena
@davidheadviews

Top Tweeters in G3:
@allchanges
@dingabelle
@j_sutherland2
@richardcalhoun
@trackntracer
@thomasevansadur
@jazzaoxon
@bbcworld
@eileenvn
@yvettehenson

Top Tweeters in G4:
@spanishdan1
@fiona_fionnagal
@cleggy261
@cristinaprkr
@sandrahalifax
@guse_guse
@tsunami65
@dailymailuk
@peterdilworth1
@ellih53

Top Tweeters in G5:
@22sunrise
@ikuhou
@aoitori2011
@yamasaki_hana
@darkangel24hour
@kusamura_eisei
@shi000ma
@mikenekotigers
@imaaano
@mdkjgy

Top Tweeters in G6:
@sandradunn1955
@lesleygsmith3
@thestephenralph
@suegray834
@rospay15
@vespasian91
@jwahjwah
@iloveautumn2
@knittedkittie
@philiprichards5

Top Tweeters in G7:
@bumbimknok
@aunchit1996
@schinarat
@boonzoonlee
@nunamaki_kyumin
@thaiifess
@jane27jim
@noodadevil
@52squared_
@chorochaa

Top Tweeters in G8:
@guardian
@avonan
@ht4ecosocialism
@philmorandi
@caz5697
@lordbonkers
@photolawn
@norbet
@lashesxx
@philrandal

Top Tweeters in G9:
@thesun
@iamhamesh
@harding_keith
@mickgreenhough
@jamdodger4
@scouts_uk
@macheath1
@finneyivan1963
@mitsyarty
@moo2n

Top Tweeters in G10:
@frazzling
@inforenique
@yolie_rios
@wavetop
@wordsleadmeon
@copperbronzed
@bugjudy
@prutter_pat
@lynneth1000000
@mlgg2


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