PPE, Twitter, 12/7/2022 4:01:03 PM, 285724
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PPE_2022-12-07_00-52-01.xlsx
PPE_2022-12-07_00-52-01.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2022
Short Description:
PPE via NodeXL https://bit.ly/3Y20at0
@angelarayner
@carolvorders
@danielgoyal
@david__osland
@jolyonmaugham
@guardian
@gabriel_pogrund
@michaelrosenyes
@goodlawproject
@andyburnhamgm

Top hashtags:
#ppescandal
#ppe
#michellemone
#ygカバーアワード
#r4today
#torycorruption

Description:
Description
The graph represents a network of 5,730 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 Wednesday, 07 December 2022 at 08:57 UTC.

The requested start date was Wednesday, 07 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, 31-minute period from Sunday, 04 December 2022 at 11:50 UTC to Tuesday, 06 December 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 : 5730
Unique Edges : 2150
Edges With Duplicates : 14151
Total Edges : 16301
Number of Edge Types : 5
Tweet : 648
Retweet : 6811
MentionsInRetweet : 7888
Replies to : 478
Mentions : 476
Self-Loops : 654
Reciprocated Vertex Pair Ratio : 0.00216450216450216
Reciprocated Edge Ratio : 0.00431965442764579
Connected Components : 347
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 4883
Maximum Edges in a Connected Component : 15033
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.169624
Graph Density : 0.000253875067512673
Modularity : 0.390164
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,730 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 Wednesday, 07 December 2022 at 08:57 UTC.

The requested start date was Wednesday, 07 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, 31-minute period from Sunday, 04 December 2022 at 11:50 UTC to Tuesday, 06 December 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:
[140] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[83] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp?shareToken=6d7b6eec8eff2491b9944ff09334f348
[28] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp
[19] https://www.lbc.co.uk/news/tory-peer-baroness-mone-leave-of-absence-from-house-of-lords-ppe-contracts/
[14] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts
[13] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[12] https://www.youtube.com/watch?v=QQGxNIyks6s&feature=youtu.be

[8] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts?CMP=share_btn_tw
[7] https://www.independent.co.uk/news/uk/politics/michelle-mone-house-of-lords-ppe-b2239762.html
[7] https://news.stv.tv/world/michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-medpro-ppe-controversy?utm_medium=Social&utm_source=Twitter#Echobox=1670326786-1

Top URLs in Tweet in G1:
[31] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[4] https://www.independent.co.uk/news/uk/politics/michelle-mone-house-of-lords-ppe-b2239762.html
[4] http://shared.upday.com/index.html?streamType=breaking&edition=en&teaserId=8c166e08-be6d-4b2b-a11b-8f8a735cdb07&articleUrl=https://www-independent-co-uk.cdn.ampproject.org/c/s/www.independent.co.uk/news/uk/politics/michelle-mone-house-of-lords-ppe-b2239762.html?amp%26utm_source%3Dupday%26utm_medium%3Dreferral&licensed=false
[3] https://www.holyrood.com/news/view,michelle-mone-taking-leave-of-absence-from-lords
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://qrcode.skynews.com/skynews/politicshub
[2] https://www.thesun.co.uk/news/politics/20666008/michelle-mone-takes-leave-of-absence/?utm_term=Autofeed&utm_campaign=sunpoliticstwitter&utm_medium=Social&utm_source=Twitter#Echobox=1670328658
[2] https://www.theguardian.com/politics/live/2022/dec/06/rmt-mick-lynch-christmas-rail-strikes-rishi-sunak-keir-starmer-uk-politics-latest?CMP=share_btn_tw&page=with%3Ablock-638f25808f0819dada4ed76c#block-638f25808f0819dada4ed76c
[2] https://www.theguardian.com/politics/live/2022/dec/06/rmt-mick-lynch-christmas-rail-strikes-rishi-sunak-keir-starmer-uk-politics-latest?CMP=share_btn_tw
[1] https://www.theguardian.com/uk-news/audio/2022/dec/05/michelle-mone-lobbied-for-ppe-medpro-but-was-she-enriched-by-its-profits-podcast?CMP=share_btn_tw

Top URLs in Tweet in G2:
[4] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[2] https://www.independent.co.uk/news/uk/politics/ppe-medpro-michelle-mone-covid-b2239276.html
[1] https://www.thetimes.co.uk/article/michelle-mone-ppe-medpro-contracts-bullying-tory-peer-vb5gp2xtr
[1] https://twitter.com/gabriel_pogrund/status/1599312163037884416
[1] https://www.thetimes.co.uk/article/df853138-73f6-11ed-be91-363346a310de
[1] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts
[1] https://www.thetimes.co.uk/article/df853138-73f6-11ed-be91-363346a310de?shareToken=5e3522d0ac1f9fa759affc9d0f7bc901
[1] https://www.thetimes.co.uk/article/0ebefd8a-7320-11ed-9810-4f6146eab184?shareToken=7697435ec539fc66e1d63d8e627d179e
[1] https://www.msn.com/en-gb/news/world/michelle-mone-accused-of-trying-to-bully-ministers-over-200m-ppe-contract/ar-AA14TSej?ocid=entnewsntp&cvid=eb75d4f01ff64136ac5fd1b6b4d1db30
[1] https://twitter.com/glewzzz2010/status/1599322020214284288

Top URLs in Tweet in G3:
[7] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp?shareToken=6d7b6eec8eff2491b9944ff09334f348
[4] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp
[3] https://www.theguardian.com/world/2022/nov/27/we-need-a-public-inquiry-into-profiteering-on-ppe
[2] https://www.thetimes.co.uk/article/michelle-mone-ppe-medpro-contracts-bullying-tory-peer-vb5gp2xtr
[2] https://twitter.com/gabriel_pogrund/status/1599312163037884416
[2] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[2] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts?CMP=share_btn_tw
[1] https://www.theguardian.com/uk-news/audio/2022/dec/05/michelle-mone-lobbied-for-ppe-medpro-but-was-she-enriched-by-its-profits-podcast?CMP=Share_iOSApp_Other
[1] https://twitter.com/goodlawproject/status/1599313561800658944
[1] https://www.thetimes.co.uk/article/dde89ed0-7281-11ed-a107-df8b1c5e158a?shareToken=5c6e9ed1a4d58853be1015e3d5ed60f4

Top URLs in Tweet in G4:
[28] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[5] https://www.itv.com/news/2022-12-06/baroness-mone-takes-leave-of-absence-as-labour-steps-up-pressure-over-ppe?utm_medium=Social&utm_source=Twitter#Echobox=1670327851
[3] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://trib.al/xcR0Gap
[1] https://news.sky.com/story/labour-tries-to-force-release-of-details-behind-200m-ppe-contracts-linked-to-tory-peer-michelle-mone-12762258
[1] https://www.theguardian.com/uk-news/2022/dec/06/tory-peer-michelle-mone-to-take-leave-of-absence-from-house-of-lords?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/politics/live/2022/dec/06/rmt-mick-lynch-christmas-rail-strikes-rishi-sunak-keir-starmer-uk-politics-latest?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1670326670
[1] https://www.theguardian.com/politics/live/2022/dec/06/rmt-mick-lynch-christmas-rail-strikes-rishi-sunak-keir-starmer-uk-politics-latest?CMP=share_btn_tw&page=with%3Ablock-638f28398f0819dada4ed787#block-638f28398f0819dada4ed787
[1] https://www.theguardian.com/uk-news/audio/2022/dec/05/michelle-mone-lobbied-for-ppe-medpro-but-was-she-enriched-by-its-profits-podcast?CMP=Share_iOSApp_Other
[1] https://twitter.com/angelarayner/status/1600041682615033857

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/uk-news/2022/dec/01/calls-for-sunak-to-withdraw-tory-whip-from-michelle-mone-in-lords
[1] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp
[1] https://www.thetimes.co.uk/article/michelle-mone-masks-from-firm-linked-to-tory-peer-cost-double-6ctlhmjpx?utm_medium=Social&utm_source=Twitter#Echobox=1670259143
[1] https://www.bbc.co.uk/news/uk-politics-63871448
[1] https://www.msn.com/en-gb/news/world/michelle-mone-accused-of-trying-to-bully-ministers-over-200m-ppe-contract/ar-AA14TSej?ocid=entnewsntp&cvid=eb75d4f01ff64136ac5fd1b6b4d1db30
[1] https://twitter.com/BestForBritain/status/1599420012820824065
[1] https://drive.google.com/file/d/16oWiAwsYP7Vl-hW_LYHDL_sIHjK1JXr1/view?usp=share_link
[1] https://twitter.com/Gabriel_Pogrund/status/1599312163037884416

Top URLs in Tweet in G6:
[3] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts?CMP=share_btn_tw
[2] https://www.thetimes.co.uk/article/dde89ed0-7281-11ed-a107-df8b1c5e158a?shareToken=381fb94c751a63bce87330587e0eb957
[1] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp
[1] https://goodlawproject.org/special-procurement-channels/
[1] https://twitter.com/ArtBear1000/status/1509469244735512576?s=20&t=TvDhoELZ4q5dEB3iOOqBCw
[1] https://news.sky.com/story/labour-tries-to-force-release-of-details-behind-200m-ppe-contracts-linked-to-tory-peer-michelle-mone-12762258
[1] https://www.independent.co.uk/news/uk/politics/nhs-ppe-contracts-jewellery-designer-michael-saiger-b1724493.html
[1] https://twitter.com/andalg1/status/1599678788408725504
[1] https://twitter.com/paulfromglasgow/status/1599514001867612160

Top URLs in Tweet in G7:
[8] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[7] https://news.stv.tv/world/michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-medpro-ppe-controversy?utm_medium=Social&utm_source=Twitter#Echobox=1670326786-1
[3] https://www.theguardian.com/uk-news/2022/nov/23/the-yacht-the-wedding-and-29m-michelle-mones-life-during-the-covid-crisis
[3] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts
[2] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://twitter.com/JolyonMaugham/status/1600083826528686081?t=IIDAOkv2y5qqoroN4h67qQ&s=09
[2] https://www.independent.co.uk/news/uk/politics/ppe-medpro-michelle-mone-covid-b2239276.html
[2] https://www.aol.co.uk/baroness-mone-takes-leave-absence-114851999.html
[2] https://committees.parliament.uk/committee/127/public-accounts-committee/news/171306/4-billion-of-unusable-ppe-bought-in-first-year-of-pandemic-will-be-burnt-to-generate-power/
[1] https://twitter.com/AdamWagner1/status/1599316466699902976

Top URLs in Tweet in G8:
[61] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp?shareToken=6d7b6eec8eff2491b9944ff09334f348
[15] https://www.lbc.co.uk/news/tory-peer-baroness-mone-leave-of-absence-from-house-of-lords-ppe-contracts/
[6] https://news.sky.com/story/baroness-michelle-mone-to-take-leave-of-absence-from-house-of-lords-amid-ppe-contracts-controversy-12762711
[3] https://www.dailyrecord.co.uk/news/politics/michelle-mone-take-leave-absence-28665268
[2] https://www.politicshome.com/news/article/top-political-stories-michelle-mone-lords-ppe-christmas-december-rail-strikes-housing
[2] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts
[2] https://www.theguardian.com/uk-news/2022/dec/03/michelle-mone-accused-of-trying-to-bully-ministers-over-ppe-contracts?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1670100819
[1] https://www.lbc.co.uk/news/gordon-brown-most-corrupt-at-least-a-century/
[1] https://bit.ly/3Vx4FtK
[1] https://www.ft.com/content/8b1500b5-e2ca-4a69-9e39-68c487d278bc

Top URLs in Tweet in G9:
[2] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp?shareToken=6d7b6eec8eff2491b9944ff09334f348
[1] https://www.bbc.co.uk/programmes/m000qlzh
[1] https://twitter.com/tjmoss24/status/1599729919151329280
[1] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[1] https://twitter.com/AnnJohn30914404/status/1599365296850018305
[1] https://twitter.com/gabriel_pogrund/status/1599312163037884416

Top URLs in Tweet in G10:
[14] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp
[3] https://www.thetimes.co.uk/article/boss-paid-himself-13m-for-covid-ppe-that-went-unused-5flkv8cmp?shareToken=6d7b6eec8eff2491b9944ff09334f348
[2] https://www.dailymail.co.uk/news/article-10529007/How-UK-couple-paid-1-85-BILLION-NHS-PPE-splashed-30m-paradise-Caribbean-villa.html
[1] https://www.independent.co.uk/news/uk/politics/michelle-mone-house-of-lords-ppe-b2239762.html
[1] https://twitter.com/gabriel_pogrund/status/1599312163037884416
[1] https://www.thetimes.co.uk/article/michelle-mone-ppe-medpro-contracts-bullying-tory-peer-vb5gp2xtr
[1] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[1] https://www.theguardian.com/uk-news/2022/dec/04/striking-uk-workers-playing-into-putins-hands-says-zahawi?CMP=share_btn_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[234] co.uk
[152] sky.com
[121] twitter.com
[106] theguardian.com
[21] youtube.com
[8] stv.tv
[8] itv.com
[7] apple.news
[7] square-enix.com
[4] holyrood.com

Top Domains in Tweet in G1:
[34] sky.com
[16] co.uk
[11] theguardian.com
[9] twitter.com
[4] upday.com
[3] skynews.com
[3] holyrood.com

Top Domains in Tweet in G2:
[7] co.uk
[4] sky.com
[3] twitter.com
[2] theguardian.com
[1] msn.com

Top Domains in Tweet in G3:
[20] co.uk
[6] theguardian.com
[4] twitter.com
[2] sky.com

Top Domains in Tweet in G4:
[30] sky.com
[10] theguardian.com
[6] co.uk
[5] itv.com
[4] twitter.com
[2] trib.al

Top Domains in Tweet in G5:
[3] co.uk
[2] theguardian.com
[2] twitter.com
[1] msn.com
[1] google.com

Top Domains in Tweet in G6:
[7] twitter.com
[6] theguardian.com
[4] co.uk
[1] goodlawproject.org
[1] sky.com

Top Domains in Tweet in G7:
[10] theguardian.com
[8] twitter.com
[8] sky.com
[8] stv.tv
[7] co.uk
[2] parliament.uk
[1] europa.eu
[1] itv.com
[1] scotsman.com
[1] stock.so

Top Domains in Tweet in G8:
[82] co.uk
[8] twitter.com
[7] theguardian.com
[6] sky.com
[2] politicshome.com
[1] bit.ly
[1] ft.com
[1] thelondoneconomic.com
[1] channel4.com

Top Domains in Tweet in G9:
[3] co.uk
[3] twitter.com
[1] theguardian.com

Top Domains in Tweet in G10:
[21] co.uk
[2] theguardian.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] ppescandal
[79] ppe
[29] michellemone
[29] ygカバーアワード
[26] r4today
[23] torycorruption
[20] perthtanapon
[18] kdppe
[17] toriesout151
[14] breaking



Top Hashtags in Tweet in G1:
[15] ppe
[8] china
[6] medprogate
[5] nhs
[4] loancharge
[3] ge23
[2] kayburley
[2] nadhimzahawi
[2] christmas
[1] michellemone

Top Hashtags in Tweet in G2:
[51] ppescandal
[1] toriesout149
[1] sunakout40
[1] bbcbreakfast
[1] kayburley
[1] torysleaze
[1] torycorruption

Top Hashtags in Tweet in G3:
[6] ppescandal
[3] politicslive
[1] kayburley
[1] michellemone

Top Hashtags in Tweet in G4:
[3] ppescandal
[2] breaking
[1] corrupttories
[1] mone
[1] torysleaze
[1] todayinfocus
[1] michellemone
[1] r4today
[1] rt
[1] itsallaboutthemoney

Top Hashtags in Tweet in G5:
[6] r4today
[5] ppescandal
[4] michellemone
[3] ppe
[1] toriesout151

Top Hashtags in Tweet in G6:
[5] michellemone
[3] ppe
[2] toriesout152
[1] toriescostlives
[1] kayburley
[1] corruptoriesout
[1] toriesout151
[1] torycorruption
[1] torycriminalsunfittogovern

Top Hashtags in Tweet in G7:
[1] toryscumout
[1] ppescandal

Top Hashtags in Tweet in G8:
[4] tory
[3] michellemone
[2] ppe
[2] torycorruption
[1] medprogate
[1] ge
[1] torycostofgreedcrisis
[1] yessssss
[1] mayfair
[1] taxavoiding

Top Hashtags in Tweet in G9:
[8] r4today
[2] thismorning
[1] torycorruption
[1] enoughisenough
[1] ppescandal

Top Hashtags in Tweet in G10:
[5] covid
[5] ppe
[5] nhs
[1] torycostofgreedcrisis
[1] jeremyvine
[1] torycorruption
[1] followbackfriday
[1] toriesout151
[1] healthcareworkers
[1] michellemone

Top Words
Top Words in Tweet in Entire Graph:
[5522] ppe
[2830] mone
[2222] michelle
[1654] tory
[1384] made
[1218] masks
[1212] contracts
[1059] peer
[1032] same
[947] firm

Top Words in Tweet in G1:
[491] mone
[465] michelle
[465] ppe
[451] carolvorders
[256] contracts
[213] today
[211] company
[206] co
[205] hancock
[197] 221m

Top Words in Tweet in G2:
[574] masks
[565] same
[533] angelarayner
[466] tory
[444] ppe
[408] mone
[395] michelle
[339] firm
[311] company
[290] made

Top Words in Tweet in G3:
[344] ppe
[242] contract
[238] million
[222] gabriel_pogrund
[213] made
[197] profit
[196] 70
[196] businessman
[194] unused
[160] exclusive

Top Words in Tweet in G4:
[513] mone
[415] michelle
[404] ppe
[356] leave
[356] absence
[336] lords
[313] house
[312] tory
[301] peer
[251] guardian

Top Words in Tweet in G5:
[428] ppe
[276] made
[264] 29m
[258] dodgy
[258] david__osland
[248] seeker
[248] asylum
[248] benefits
[248] disabled
[248] entire

Top Words in Tweet in G6:
[424] ppe
[288] danielgoyal
[220] procurement
[208] staff
[203] govt
[202] ask
[200] chums
[200] delay
[199] again
[199] question

Top Words in Tweet in G7:
[374] ppe
[224] jolyonmaugham
[158] mone
[149] medpro
[118] michelle
[108] sold
[107] focus
[101] deal
[100] gowns
[99] 122m

Top Words in Tweet in G8:
[209] ppe
[116] mone
[82] paullewismoney
[74] pandemic
[74] good
[68] baroness
[66] michelle
[65] people
[61] very
[46] tory

Top Words in Tweet in G9:
[191] michaelrosenyes
[168] told
[164] ppe
[153] hancock
[150] care
[149] one
[147] matt
[146] intensive
[145] 2020
[144] dear

Top Words in Tweet in G10:
[252] ppe
[128] withorpe
[126] found
[122] contract
[122] firm
[112] govt
[111] nhs
[104] ramfoam
[102] 149m
[102] awarded

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2188] michelle,mone
[968] tory,peer
[907] ppe,contracts
[865] peer,michelle
[768] leave,absence
[659] ppe,medpro
[644] house,lords
[634] 38,5p
[583] absence,house
[577] same,masks

Top Word Pairs in Tweet in G1:
[464] michelle,mone
[247] ppe,contracts
[197] contracts,michelle
[197] flow,test
[197] 221m,ppe
[197] 'helping',flow
[197] mone,threatened
[197] threatened,hancock
[197] company,'helping'
[197] 2nd,company

Top Word Pairs in Tweet in G2:
[394] michelle,mone
[288] firm,linked
[288] face,masks
[288] ppe,firm
[287] tory,peer
[283] peer,michelle
[283] masks,made
[283] same,masks
[283] 38,5p
[281] linked,tory

Top Word Pairs in Tweet in G3:
[202] contract,ppe
[196] profit,contract
[160] celebrated,birthday
[158] made,70m
[158] ppe,70
[158] businessman,made
[158] 70,unused
[158] unused,celebrated
[158] 70m,profit
[158] exclusive,businessman

Top Word Pairs in Tweet in G4:
[414] michelle,mone
[356] leave,absence
[295] house,lords
[273] peer,michelle
[269] absence,house
[251] tory,peer
[170] breaking,tory
[162] lords,immediate
[162] immediate,effect
[160] mone,taking

Top Word Pairs in Tweet in G5:
[258] dodgy,ppe
[248] workforce,cut
[248] entire,workforce
[248] benefits,disabled
[248] illegally,fired
[248] cut,benefits
[248] seeker,made
[248] fired,entire
[248] asylum,seeker
[248] ppe,illegally

Top Word Pairs in Tweet in G6:
[199] chums,donors
[199] frontline,staff
[199] question,again
[199] ppe,frontline
[199] govt,delay
[199] staff,chums
[199] again,govt
[199] delay,procurement
[199] ask,question
[199] procurement,ppe

Top Word Pairs in Tweet in G7:
[149] ppe,medpro
[114] michelle,mone
[99] medpro,purchased
[99] gowns,sold
[99] focus,122m
[99] great,deal
[99] deal,focus
[99] purchased,46m
[99] sold,ppe
[99] 122m,gowns

Top Word Pairs in Tweet in G8:
[61] people,very
[61] very,good
[61] good,pandemic
[60] paullewismoney,people
[55] michelle,mone
[55] baroness,mone
[38] ppe,contracts
[34] leave,absence
[32] house,lords
[32] tory,peer

Top Word Pairs in Tweet in G9:
[147] matt,hancock
[146] intensive,care
[144] dear,matt
[144] told,intensive
[144] ward,march
[144] care,ward
[144] june,2020
[144] march,june
[144] 2020,one
[144] hancock,told

Top Word Pairs in Tweet in G10:
[101] contract,supply
[101] supply,71m
[101] ramfoam,149m
[101] nhs,firm
[101] found,unusable
[101] 71m,ppe
[101] awarded,ramfoam
[101] visors,51m
[101] worth,found
[101] 149m,contract

Top Replied-To
Top Replied-To in Entire Graph:
@danielgoyal
@haggis_uk
@carolvorders
@johnredwood
@michaelrosenyes
@angelarayner
@michaelgove
@jolyonmaugham
@matthancock
@michellemone

Top Replied-To in G1:
@carolvorders
@nadhimzahawi
@skynews
@angelarayner
@socialisthb
@nickcluley
@drositamba
@conservatives
@morrispexmouth
@daily_express

Top Replied-To in G2:
@angelarayner
@philt2403
@dave43law
@deanbar53755947
@battleaxef89
@lincolnshire191
@guidofawkes
@___mezzala

Top Replied-To in G3:
@gabriel_pogrund
@goodlawproject
@mettlesome_teri
@angelarayner
@lucywoodslucy70

Top Replied-To in G4:
@bbcbreaking
@snb19692
@pippacrerar
@guardian
@mirrorpolitics
@bbcbreakfast
@thejeremyvine
@sima_kotecha
@julieanndogsmam
@rachelreevesmp

Top Replied-To in G5:
@david__osland
@britain_people
@grampospath

Top Replied-To in G6:
@danielgoyal
@anthonyfstevens
@lgalloway77
@roydavies46
@helen_spirit1
@rainie1410
@bernierandall8
@dvatw
@13sarahmurphy
@davewvero53

Top Replied-To in G7:
@jolyonmaugham
@scottories
@paulbranditv
@arthistorynews
@jerryhicksunite
@stvnews
@flapzappa
@john2win
@pennymordaunt

Top Replied-To in G8:
@michaelgove
@michellemone
@lbc
@paullewismoney
@carolvorders
@poorscousertom
@londongreenbelt
@thejeremyvine
@northernmnkey
@bbcwomanshour

Top Replied-To in G9:
@johnredwood
@michaelrosenyes
@danielgoyal
@gilltee71
@xzllkx
@roshanamn
@michaelezra

Top Replied-To in G10:
@bladeofthes
@withorpe
@rhonddabryant
@jeremyvineon5
@swmoco
@danneidle
@josiahmortimer
@oliajimeher

Top Mentioned
Top Mentioned in Entire Graph:
@angelarayner
@carolvorders
@danielgoyal
@guardian
@jolyonmaugham
@david__osland
@gabriel_pogrund
@goodlawproject
@michaelrosenyes
@bestforbritain

Top Mentioned in G1:
@carolvorders
@guardian
@thetimes
@skynews
@stuzipants
@angelarayner
@goodlawproject
@danielgoyal
@nadhimzahawi
@david__osland

Top Mentioned in G2:
@angelarayner
@carolvorders
@rachelreevesmp
@magnusllewellin
@dave43law
@guardian
@defpenguin
@wigstonfox
@jjhtweets
@amrawatson

Top Mentioned in G3:
@gabriel_pogrund
@goodlawproject
@alexwickham
@carolvorders
@guardian
@angelarayner
@russellscott1
@paullewismoney
@jolyonmaugham
@danielgoyal

Top Mentioned in G4:
@guardian
@pippacrerar
@snb19692
@carolvorders
@david_conn
@bmay
@bbcbreaking
@pamedia
@angelarayner
@goodlawproject

Top Mentioned in G5:
@david__osland
@danielgoyal
@britain_people
@angelarayner
@sandratofriends
@carolvorders
@timespolitics
@michaelrosenyes
@albafreewalker
@jolyonmaugham

Top Mentioned in G6:
@danielgoyal
@angelarayner
@carolvorders
@lgalloway77
@kit_yates_maths
@artbear1000
@jolyonmaugham
@glenlyon17
@dvatw
@iain_reynolds

Top Mentioned in G7:
@jolyonmaugham
@scotnational
@adamwagner1
@angelarayner
@danielgoyal
@carolvorders
@goodlawproject
@david__osland
@brianukulele
@stvnews

Top Mentioned in G8:
@paullewismoney
@michellemone
@lbc
@jolyonmaugham
@michaelgove
@angelarayner
@rachelsmethers
@carolvorders
@gabriel_pogrund
@vicderbyshire

Top Mentioned in G9:
@michaelrosenyes
@angelarayner
@david__osland
@jolyonmaugham
@bbcr4today
@danielgoyal
@veritas_veritas
@carolvorders
@johnredwood
@goodlawproject

Top Mentioned in G10:
@withorpe
@bladeofthes
@jolyonmaugham
@angelarayner
@royandrew6
@jeremyvineon5
@david__osland
@danielgoyal
@carolvorders
@swmoco

Top Tweeters
Top Tweeters in Entire Graph:
@suntory
@biccamerae
@andyvermaut
@macha_oji
@rk70534
@roblwilson
@independent
@sippomagari
@lizditz
@sandradunn1955

Top Tweeters in G1:
@daily_express
@lesleygsmith3
@sandoly
@skynews
@princessofwails
@pppatticake
@vespasian91
@itsweezie
@brookebay21
@johndmtb

Top Tweeters in G2:
@chicgibson
@saffiya_khan1
@msalliance
@lance63
@cambuslangsteve
@kathiebennett
@valerimelnyczuk
@renzelen
@steveredwolf
@lawloreajlawlor

Top Tweeters in G3:
@hazelglasgow
@fleming77
@tsunami65
@metrouk
@walegates
@johnwest_jaws
@karenkts11
@k1482
@treesey
@johnejefferson

Top Tweeters in G4:
@macha_oji
@guardian
@thestephenralph
@bbcnews
@raisinaseries
@jeannebartram
@sashasimic
@maureenpickeri5
@ohemaadufiegh
@lunaperla

Top Tweeters in G5:
@roblwilson
@cleggy261
@caz5697
@hugorelly
@evolvedpeasant
@davieboy0906
@tristramwyatt
@knitagran
@find45sdealer
@actorx

Top Tweeters in G6:
@allchanges
@tartancobweb
@ferguson2811
@starterpat
@ianrslack2
@brown666w
@stfilansdream
@annemacrae4
@nemo_impune
@tessaoutlook

Top Tweeters in G7:
@dawneryans
@chiller
@petermccue1
@pennytindall
@dorothy90237074
@susanchubb1
@henriklubo
@piyakhanna
@janeygodley
@daisybelll

Top Tweeters in G8:
@ayshamoolla
@davelawson35
@fagankara
@dbashby
@daily_record
@guardiannews
@martindvz
@ft
@wendynowak
@gturner1969

Top Tweeters in G9:
@shirleyyoung2
@trackntracer
@michaelrosenyes
@flomoll
@catethetwaate
@trangpang
@gl650_lynneg
@mikeonthemarne
@coralivesey
@mrsmariebaker

Top Tweeters in G10:
@catwoman1979
@johnandi
@quixoticgeek
@parkinsonsimpro
@ofdresistance
@nw_nicholas
@globalbizdynam1
@sirenmoonbee
@quondamoptimist
@corbynforever


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