PPE, Twitter, 12/1/2022 10:45:01 AM, 285267


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PPE_2022-12-01_02-31-29.xlsx
PPE_2022-12-01_02-31-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
PPE via NodeXL https://bit.ly/3H1aYSb
@phantompower14
@ameliaj75679765
@danielgoyal
@doctor_oxford
@angelarayner
@privateeyenews
@alistaircampbel
@anthonyfstevens
@eyeswideopen69
@david__osland

Top hashtags:
#r4today
#ppe
#torycorruption
#プレゼント
#mone
#懸賞

Description:
Description
The graph represents a network of 6,876 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 Thursday, 01 December 2022 at 10:38 UTC.

The requested start date was Thursday, 01 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 2-day, 0-hour, 54-minute period from Monday, 28 November 2022 at 11:26 UTC to Wednesday, 30 November 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 : 6876
Unique Edges : 3721
Edges With Duplicates : 13579
Total Edges : 17300
Number of Edge Types : 5
Retweet : 6217
MentionsInRetweet : 7772
Replies to : 860
Mentions : 1177
Tweet : 1274
Self-Loops : 1287
Reciprocated Vertex Pair Ratio : 0.00590069026942774
Reciprocated Edge Ratio : 0.011732152739347
Connected Components : 661
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 4842
Maximum Edges in a Connected Component : 13508
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.655481
Graph Density : 0.00019112591887461
Modularity : 0.469651
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,876 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 Thursday, 01 December 2022 at 10:38 UTC.

The requested start date was Thursday, 01 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 2-day, 0-hour, 54-minute period from Monday, 28 November 2022 at 11:26 UTC to Wednesday, 30 November 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:
[224] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[92] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[38] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition
[35] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[29] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[27] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe
[17] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone
[10] https://www.theguardian.com/uk-news/video/2022/nov/24/sickening-shameful-unforgivable-mps-condemn-michelle-mone-ppe-firm-revelations-video
[10] https://bylinetimes.com/2022/11/29/vip-firms-referred-by-tory-mps-and-peers-for-ppe-deals-see-profits-soar/
[9] https://www.youtube.com/watch?v=VTPOimewvE8&feature=youtu.be


Top URLs in Tweet in G1:
[4] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[1] https://twitter.com/PhantomPower14/status/1363541296858750977/video/1
[1] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?bucket=twitte
[1] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition
[1] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone?CMP=Share_iOSApp_Other

Top URLs in Tweet in G2:
[60] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[4] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[2] https://michellemone.com/
[1] https://www.kingsfund.org.uk/projects/nhs-in-a-nutshell/nhs-budget
[1] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe
[1] https://twitter.com/juliane95250219/status/1596272107729682434
[1] https://www.theguardian.com/uk-news/2022/nov/24/michael-gove-under-pressure-explain-role-ppe-deals-michelle-mone?CMP=Share_AndroidApp_Other
[1] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm?CMP=Share_AndroidApp_Other
[1] https://www.bbc.co.uk/news/63746930
[1] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm?CMP=share_btn_tw

Top URLs in Tweet in G3:
[14] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe
[8] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[8] https://www.theguardian.com/uk-news/video/2022/nov/24/sickening-shameful-unforgivable-mps-condemn-michelle-mone-ppe-firm-revelations-video
[5] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[4] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[3] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669574227
[2] https://twitter.com/alistaircampbel/status/1597539771961978880
[2] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669575816
[2] https://www.bbc.co.uk/news/63746930
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm?CMP=share_btn_tw

Top URLs in Tweet in G4:
[4] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[4] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone
[2] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[1] https://www.theguardian.com/uk-news/2022/nov/23/michelle-mones-ppe-denials-v-what-we-know
[1] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe
[1] https://twitter.com/johnredwood/status/1597122543978442752
[1] https://www.theguardian.com/uk-news/2022/nov/25/ppe-medpro-declines-to-say-how-it-would-repay-millions-if-told-to-do-so?CMP=share_btn_tw
[1] https://twitter.com/CraigWHoy1/status/1597728444170764294

Top URLs in Tweet in G5:
[9] https://www.youtube.com/watch?v=VTPOimewvE8&feature=youtu.be

[6] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[3] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[2] https://bylinetimes.com/2022/11/29/vip-firms-referred-by-tory-mps-and-peers-for-ppe-deals-see-profits-soar/
[1] https://twitter.com/hackedoffhugh/status/1597555221173243906
[1] https://twitter.com/markeverett1977/status/1597736711781756928
[1] https://www.theguardian.com/world/2022/apr/27/covid-discharging-untested-patients-into-care-homes-was-unlawful-says-court
[1] https://twitter.com/PhantomPower14/status/1597349091398549505?t=Ps3iujn8Urk_DSaP3m1QYw&s=19
[1] https://twitter.com/MrMarkEThomas/status/1596539613815906306?s=20&t=rOr0PtXIWa_J07wPh3Lwuw
[1] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm

Top URLs in Tweet in G6:
[10] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[5] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://ft.trib.al/OvxTS2h
[2] https://www.thenational.scot/news/23158568.michelle-mone-keep-tory-whip-ppe-probes-party-confirms/
[2] https://www.theguardian.com/uk-news/video/2022/nov/24/sickening-shameful-unforgivable-mps-condemn-michelle-mone-ppe-firm-revelations-video
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm?CMP=Share_AndroidApp_Other&fbclid=IwAR1T2cZMNgJSW7Gpd3x8svVWkLop8qREr6F6yt2fYY_Uc0wbFK7E4XWf_Og
[1] https://twitter.com/ian_fraser/status/1419258936826474502
[1] https://www.dailymail.co.uk/news/article-11471131/Storing-unused-PPE-Covid-pandemic-costing-British-taxpayers-770-000-DAY.html
[1] https://www.ft.com/content/147d662b-d492-400d-a07c-c5b336bad6af
[1] https://www.ft.com/content/0af34542-3a8f-4377-975b-68e633ec503b

Top URLs in Tweet in G7:
[114] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[17] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition
[8] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[2] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[2] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?submit=true
[2] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?bucket=twitter-tweet-24_11_2022_Nov.TD.MM.TW
[2] https://twitter.com/PhantomPower14/status/1597349091398549505
[2] https://bylinetimes.com/2022/11/29/vip-firms-referred-by-tory-mps-and-peers-for-ppe-deals-see-profits-soar/
[2] https://www.theguardian.com/politics/2022/nov/24/tories-run-for-the-hills-rather-than-face-labour-over-michelle-mone-and-ppe
[1] https://twitter.com/mikito_777/status/1597090706949951488

Top URLs in Tweet in G8:
[20] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[6] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone
[4] https://bylinetimes.com/2022/11/29/vip-firms-referred-by-tory-mps-and-peers-for-ppe-deals-see-profits-soar/
[4] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[4] https://www.thenational.scot/news/23158568.michelle-mone-keep-tory-whip-ppe-probes-party-confirms/
[3] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[2] https://trib.al/rIRvO1I
[2] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm?CMP=share_btn_tw
[2] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email

Top URLs in Tweet in G9:
[4] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[2] https://www.thetimes.co.uk/article/hsbc-froze-accounts-tied-to-michelle-mone-during-ppe-investigation-2kj6n7pz6
[2] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone?CMP=share_btn_tw
[1] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition

Top URLs in Tweet in G10:
[7] https://www.theguardian.com/politics/2022/nov/24/tories-run-for-the-hills-rather-than-face-labour-over-michelle-mone-and-ppe?CMP=share_btn_tw
[5] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[5] https://act.38degrees.org.uk/act/expel-michelle-mone-lords-petition?utm_source=email
[2] https://www.dailymail.co.uk/news/article-11471131/Storing-unused-PPE-Covid-pandemic-costing-British-taxpayers-770-000-DAY.html
[2] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/uk-news/2022/nov/27/ministers-pressure-explain-ppe-medpro-contracts-decision-michelle-mone
[1] https://www.theguardian.com/uk-news/2022/nov/24/michael-gove-under-pressure-explain-role-ppe-deals-michelle-mone
[1] https://www.theguardian.com/commentisfree/2022/nov/24/lady-mone-tories-ppe-scandals-angela-rayner?CMP=fb_cif
[1] https://on.ft.com/3u1ZKVO
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm

Top Domains
Top Domains in Tweet in Entire Graph:
[285] theguardian.com
[284] org.uk
[124] twitter.com
[58] co.uk
[42] bylinetimes.com
[40] youtube.com
[16] ppe.pl
[13] thenational.scot
[9] co.jp
[9] instagram.com

Top Domains in Tweet in G1:
[6] org.uk
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G2:
[65] theguardian.com
[5] org.uk
[3] twitter.com
[2] michellemone.com
[1] co.uk
[1] tiktok.com

Top Domains in Tweet in G3:
[47] theguardian.com
[13] twitter.com
[11] org.uk
[10] co.uk
[1] michellemone.com
[1] bylinetimes.com
[1] crowdjustice.com
[1] leftfootforward.org
[1] ft.com

Top Domains in Tweet in G4:
[15] theguardian.com
[5] org.uk
[3] twitter.com
[2] bylinetimes.com

Top Domains in Tweet in G5:
[10] youtube.com
[6] org.uk
[5] bylinetimes.com
[5] twitter.com
[3] theguardian.com
[1] ft.com

Top Domains in Tweet in G6:
[13] theguardian.com
[11] org.uk
[9] twitter.com
[6] co.uk
[2] ft.com
[2] trib.al
[2] thenational.scot
[1] theyworkforyou.com

Top Domains in Tweet in G7:
[141] org.uk
[23] twitter.com
[9] amazon.com
[8] theguardian.com
[8] dmm.com
[5] co.uk
[4] bylinetimes.com
[4] youtube.com
[3] co.za
[2] medium.com

Top Domains in Tweet in G8:
[26] bylinetimes.com
[21] theguardian.com
[6] twitter.com
[4] thenational.scot
[4] org.uk
[3] trib.al
[2] co.uk
[1] ft.com
[1] nytimes.com

Top Domains in Tweet in G9:
[5] org.uk
[2] co.uk
[2] theguardian.com

Top Domains in Tweet in G10:
[23] theguardian.com
[5] org.uk
[3] co.uk
[1] ft.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] r4today
[122] ppe
[44] torycorruption
[34] プレゼント
[33] mone
[30] 懸賞
[29] toriesout145
[27] generalelectionnow
[25] kdppe
[24] その場で当たる



Top Hashtags in Tweet in G1:
[1] generalelectionnow

Top Hashtags in Tweet in G2:
[2] torycorruption
[1] saveournhs
[1] yournhsneedsyou
[1] healthcare
[1] ukpolitics
[1] politicslive
[1] ladymoning
[1] toriesout145
[1] sunakout36
[1] generalelectionnow

Top Hashtags in Tweet in G3:
[21] r4today
[11] politicslive
[9] colchester
[7] tory
[7] ppescandal
[6] ppe
[4] generalelectionnow
[4] newsnight
[3] toriesout145
[3] socialmedia

Top Hashtags in Tweet in G4:
[88] r4today
[6] torycorruption
[3] bbcbreakfast
[3] gmb
[3] kayburley
[2] nevertrustatorycriminal
[2] toryfraud
[1] michellemone
[1] politicslive
[1] bbcaq

Top Hashtags in Tweet in G5:
[16] toriesout145
[10] generalelectionnow
[5] toriesout146
[5] r4today
[4] michellemone
[4] torycorruption
[4] covid
[2] toriesout144
[2] foodbankdaynov30
[2] costoflivingcrisis

Top Hashtags in Tweet in G6:
[5] torycorruption
[4] r4today
[3] ppe
[2] kayburley
[2] scottishindependence
[1] imaceleb
[1] callkaye
[1] imacelebrity
[1] priority
[1] moneytalks

Top Hashtags in Tweet in G7:
[36] ppe
[10] workwear
[6] safety
[6] uniforms
[6] boots
[5] overalls
[5] worksuits
[5] tshirts
[5] fifaworldcupqatar2022
[5] phalaphalafarmgate

Top Hashtags in Tweet in G8:
[22] ppe
[7] michellemone
[5] torycorruption
[4] brexitslug
[3] generalelectionnow
[3] r4today
[3] tory
[2] ppescandal
[2] followbackfriday
[2] toriesout144

Top Hashtags in Tweet in G9:
[3] r4today
[1] imacelebrity
[1] wedemandbetter
[1] wedemandjustice
[1] baronessmone
[1] klangran
[1] supportstrikes

Top Hashtags in Tweet in G10:
[6] pmqs
[1] mone
[1] r4today
[1] jeremyvine

Top Words
Top Words in Tweet in Entire Graph:
[5835] ppe
[2846] mone
[2720] michelle
[1363] tory
[1165] public
[1096] money
[1009] medpro
[978] corrupt
[933] down
[929] go

Top Words in Tweet in G1:
[749] ppe
[742] mone
[742] michelle
[729] phantompower14
[721] corrupt
[720] down
[720] involvement
[720] won
[720] alleged
[720] go

Top Words in Tweet in G2:
[529] ppe
[323] ameliaj75679765
[317] taxes
[317] tell
[316] one
[315] stole
[315] person
[314] rubbish
[314] offshored
[314] pictured

Top Words in Tweet in G3:
[464] ppe
[284] mone
[270] michelle
[192] alistaircampbel
[162] medpro
[161] public
[121] tory
[110] money
[104] scandal
[100] gove

Top Words in Tweet in G4:
[327] mone
[298] michelle
[228] ppe
[166] medpro
[133] company
[126] baroness
[125] tory
[120] anthonyfstevens
[117] money
[114] gove

Top Words in Tweet in G5:
[285] ppe
[115] gov2uk
[107] day
[91] tory
[85] million
[80] mone
[73] store
[71] home
[70] public
[70] see

Top Words in Tweet in G6:
[286] ppe
[135] mone
[124] michelle
[110] tory
[88] money
[82] trace
[65] peer
[49] medpro
[49] track
[49] contracts

Top Words in Tweet in G7:
[265] ppe
[150] money
[149] tory
[148] pay
[146] back
[146] mone
[144] michelle
[142] 29m
[142] public
[142] peer

Top Words in Tweet in G8:
[298] ppe
[106] tory
[95] mone
[86] vip
[85] michelle
[69] firms
[69] mps
[68] peers
[67] referred
[65] writesbright

Top Words in Tweet in G9:
[214] hancock
[213] matt
[182] doctor_oxford
[181] care
[180] hospital
[180] died
[179] penis
[179] less
[179] really
[179] eats

Top Words in Tweet in G10:
[235] ppe
[126] tory
[120] medpro
[110] mone
[109] angelarayner
[107] ministers
[103] michelle
[97] public
[76] before
[74] tax

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2547] michelle,mone
[899] corrupt,ppe
[887] ppe,contracting
[887] down,alone
[887] won,go
[887] mone,alleged
[887] alleged,involvement
[887] contracting,edge
[887] involvement,corrupt
[887] edge,won

Top Word Pairs in Tweet in G1:
[741] michelle,mone
[720] alleged,involvement
[720] ppe,contracting
[720] involvement,corrupt
[720] won,go
[720] mone,alleged
[720] edge,won
[720] contracting,edge
[720] go,down
[720] corrupt,ppe

Top Word Pairs in Tweet in G2:
[315] stole,taxes
[314] rubbish,ppe
[314] ppe,offshored
[314] person,one
[314] one,stole
[314] pictured,person
[314] taxes,rubbish
[314] tell,pictured
[313] offshored,mon
[313] ameliaj75679765,tell

Top Word Pairs in Tweet in G3:
[255] michelle,mone
[154] ppe,medpro
[92] michael,gove
[88] public,inquiry
[86] medpro,scandal
[68] tory,peer
[64] inquiry,michelle
[63] peer,michelle
[61] gove,ppe
[60] demanding,public

Top Word Pairs in Tweet in G4:
[295] michelle,mone
[120] company,medpro
[115] baroness,michelle
[113] michael,gove
[109] medpro,incorporated
[109] husband's,company
[109] lobbying,michael
[109] gove,before
[109] started,lobbying
[109] before,husband's

Top Word Pairs in Tweet in G5:
[73] day,store
[68] store,unused
[67] seekers,drip
[67] home,office
[67] office,altering
[67] unused,ppe
[67] diphtheria,home
[67] dates,child
[67] drip,feed
[67] million,day

Top Word Pairs in Tweet in G6:
[116] michelle,mone
[64] tory,peer
[46] track,trace
[40] ppe,contracts
[39] ppe,medpro
[36] peer,michelle
[35] test,trace
[34] public,money
[33] useless,ppe
[33] douglas,barrowman

Top Word Pairs in Tweet in G7:
[144] michelle,mone
[142] tory,peer
[141] peer,michelle
[140] unsafe,ppe
[140] 29m,public
[140] reportedly,pocketed
[140] pocketed,29m
[140] mone,reportedly
[140] public,money
[140] money,unsafe

Top Word Pairs in Tweet in G8:
[83] michelle,mone
[68] tory,mps
[67] referred,tory
[67] mps,peers
[67] firms,referred
[56] deals,see
[56] vip,firms
[56] see,profits
[56] profits,soar
[45] ppe,deals

Top Word Pairs in Tweet in G9:
[213] matt,hancock
[179] penis,nurses
[179] really,care
[179] humbly,matt
[179] camel's,penis
[179] hospital,died
[179] nurses,hospital
[179] cheerfully,humbly
[179] eats,camel's
[179] hancock,eats

Top Word Pairs in Tweet in G10:
[107] ppe,medpro
[97] michelle,mone
[70] perform,ppe
[70] answers,checks
[70] public,deserve
[70] tax,affairs
[70] financial,tax
[70] affairs,before
[70] deserve,answers
[70] checks,tory

Top Replied-To
Top Replied-To in Entire Graph:
@realstephenkerr
@bbcscotlandnews
@mrjamesob
@rishisunak
@ppe_doo
@douglas4moray
@bbcnews
@michellemone
@scottories
@tomhfh

Top Replied-To in G1:
@phantompower14
@britishalba
@bbcscotlandnews

Top Replied-To in G2:
@rhonddabryant
@gerryhassan

Top Replied-To in G3:
@tomhfh
@bbcscotlandnews
@alistaircampbel
@lbc
@hugorifkind
@leftdoubleclick
@mike_blackley
@heraldscotland
@bbcandrewkerr
@lwolive

Top Replied-To in G4:
@metpoliceevents
@msm_monitor
@broharperbantam
@moltonallan
@britain_people
@clairebubblepop
@matthewfoster37
@mark_mclaughlin
@bashfordandy
@glasgow_times

Top Replied-To in G5:
@gov2uk
@councillorsuzie
@hackedoffhugh
@blokeonwheels
@jemmaforte
@antonyajw245
@purplepatsy_
@ladyjules_cath
@lynn_taylor503

Top Replied-To in G6:
@realstephenkerr
@scottories
@douglas4moray
@michellemone
@edinburghpaper
@mgoldenmsp
@bbcscotlandnews
@timesscotland
@johnredwood
@gmb

Top Replied-To in G8:
@mrjamesob
@bbcnews
@bbcscotlandnews
@bbcpolitics
@scotnational
@suesuezep
@profsked
@bbcworld
@writesbright
@sydesjokes

Top Replied-To in G9:
@doctor_oxford
@sandy98183373
@snb19692
@joegodden3
@bbcr4today
@ashforth_emma

Top Replied-To in G10:
@angelarayner
@pippacrerar
@david_conn
@ticerichard
@zero_4
@paullewis
@_265__
@nettiehy
@rachelreevesmp
@writesbright

Top Mentioned
Top Mentioned in Entire Graph:
@phantompower14
@ameliaj75679765
@alistaircampbel
@doctor_oxford
@danielgoyal
@privateeyenews
@anthonyfstevens
@angelarayner
@landnoli
@david__osland

Top Mentioned in G1:
@phantompower14
@queenofswords6
@mrsabc321
@simoncallow
@andyd_ohd
@scottories
@david__osland
@ameliaj75679765
@alistaircampbel
@tub_thumperz

Top Mentioned in G2:
@ameliaj75679765
@alanbullion2
@gerryhassan
@yournhs2021
@phantompower14
@erdmuted
@tobyjen42500550
@terenceknott1
@isobel_waby
@kernowdamo

Top Mentioned in G3:
@alistaircampbel
@camillalong
@guardian
@phantompower14
@heidis9lives
@lwolive
@anniepop2027
@fascinatorfun
@lbc
@rachelsjohnson

Top Mentioned in G4:
@anthonyfstevens
@burning81970838
@paulwhelan745
@msm_monitor
@britain_people
@clairebubblepop
@phantompower14
@lokiesteve
@thelastpersont2
@mac123_m

Top Mentioned in G5:
@gov2uk
@ladyjules_cath
@lgalloway77
@hackedoffhugh
@sallymi83941850
@naqvima
@phantompower14
@youtube
@chirpychet
@ameliaj75679765

Top Mentioned in G6:
@michellemone
@ft
@metpoliceuk
@pickardje
@pete_nicoll
@realstephenkerr
@douglas4moray
@deelomas
@gorgeousdutch
@edinburghpaper

Top Mentioned in G7:
@semperflebilis
@51tjk
@primenumero

Top Mentioned in G8:
@writesbright
@bylinetimes
@bbcnews
@jennyfurfuls
@elizebiermann
@lsd_luke
@phantompower14
@suesuezep
@mrjamesob
@neilmullens

Top Mentioned in G9:
@doctor_oxford
@realdenisewelch
@snb19692
@rab_dickson1
@soapachu
@phantompower14
@burning81970838
@ameliaj75679765
@alistaircampbel
@jamesgrahamauth

Top Mentioned in G10:
@angelarayner
@david_conn
@paullewis
@anthonyfstevens
@pippacrerar
@ticerichard
@johnjcrace
@phantompower14
@hutch__man
@ameliaj75679765

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@suntory
@amazonhelp
@mos_burger
@nescafe_jp
@ichibankuji
@ume_bsfuji
@starbucks_j_cpg
@macha_oji
@linemo_official

Top Tweeters in G1:
@bestpaulsays
@scouts_uk
@mjc_cook
@iantsaoir
@ricmontg
@angiepedley
@suenieland
@fcross1959
@jentoo44
@salim_l87

Top Tweeters in G2:
@sandradunn1955
@iloveautumn2
@jazzaoxon
@dorothy90237074
@andypeacock999
@helensalmon2
@countryskills
@lprivileged
@kernowdamo
@jhinkley24

Top Tweeters in G3:
@curiocat13
@roadwarrior29
@guardian
@spanishdan1
@mckinlay_liz
@xraypat
@skynews
@aunty_shirley
@caz5697
@mailonline

Top Tweeters in G4:
@margymayell
@loonylaura
@rogersurfacings
@caravaggio12
@ht4ecosocialism
@maurlind
@gemandmoll
@60sleigh
@vintiquesmark
@salzenbart

Top Tweeters in G5:
@j_sutherland2
@magapanthus
@ladyjules_cath
@sashasimic
@zidanesboots
@think_blue_sky
@k1482
@bellum_omnium7
@rositastef
@sixfieldssid

Top Tweeters in G6:
@tartancobweb
@camz99
@markrowantree
@shirleyyoung2
@trackntracer
@lsrlinda
@nigelheal
@c1christine
@andymoz78
@ellen_coyle

Top Tweeters in G7:
@immo_reedb
@phil_free_
@lance63
@renzelen
@bmassam
@gaspurves
@annettescambler
@carolinep0
@sylvia7513
@semperflebilis

Top Tweeters in G8:
@roblwilson
@allchanges
@dingabelle
@stlhd100
@golwgymor
@terryelaineh1
@bbcnews
@sydesjokes
@hawkins_carole
@johnandi

Top Tweeters in G9:
@lesleygsmith3
@childofalba
@basuashis
@roger_xanth_day
@albapartytime
@susemgf
@jodihill01
@aljola
@oldstinkyone
@50sbornwomen

Top Tweeters in G10:
@adekleine
@ron_mould
@jackiehilton44
@mryeswecan
@marspioneer
@petebestuk
@coralivesey
@europabridge1
@mrsmariebaker
@trishal8