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PPE_2022-01-14_00-59-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
PPE via NodeXL https://bit.ly/3tHiye7
@jolyonmaugham
@goodlawproject
@sammypops
@lewis_goodall
@angelarayner
@jujuliagrace
@jon_trickett
@borisjohnson
@premnsikka
@sixfieldssid

Top hashtags:
#ppe
#partygate
#johnsonout
#kdppe
#perthtanapon
#covid19
#pmqs

Description:
Description
The graph represents a network of 7,544 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, 14 January 2022 at 09:08 UTC.

The requested start date was Friday, 14 January 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, 1-hour, 26-minute period from Tuesday, 11 January 2022 at 10:55 UTC to Thursday, 13 January 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 : 7544
Unique Edges : 3085
Edges With Duplicates : 13221
Total Edges : 16306
Number of Edge Types : 5
Retweet : 6342
MentionsInRetweet : 7322
Tweet : 973
Mentions : 1019
Replies to : 650
Self-Loops : 995
Reciprocated Vertex Pair Ratio : 0.00407450523864959
Reciprocated Edge Ratio : 0.00811594202898551
Connected Components : 823
Single-Vertex Connected Components : 321
Maximum Vertices in a Connected Component : 4961
Maximum Edges in a Connected Component : 12350
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.69663
Graph Density : 0.000151570022925471
Modularity : 0.490349
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,544 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, 14 January 2022 at 09:08 UTC.

The requested start date was Friday, 14 January 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, 1-hour, 26-minute period from Tuesday, 11 January 2022 at 10:55 UTC to Thursday, 13 January 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:
[82] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[76] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[58] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[34] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other
[30] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[29] https://giftarticle.ft.com/giftarticle/actions/redeem/3401e501-6904-4981-8040-b7e50e57089d
[27] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_iOSApp_Other
[25] https://www.itv.com/news/2022-01-12/government-use-of-vip-lane-to-award-ppe-contracts-was-unlawful
[25] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[20] https://www.independent.co.uk/news/uk/crime/ppe-high-court-mps-b1991451.html

Top URLs in Tweet in G1:
[31] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[22] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[17] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[8] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[7] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other
[4] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[4] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[3] https://www.standard.co.uk/news/uk/government-vip-lane-ppe-covid-unlawful-high-court-rules-b976255.html
[3] https://www.theguardian.com/politics/2022/jan/11/lords-watchdog-assesses-complaint-against-michelle-mone-over-ppe-firm
[3] https://metro.co.uk/2022/01/12/covid-governments-vip-lane-for-ppe-contracts-ruled-unlawful-by-high-court-15904715/

Top URLs in Tweet in G2:
[2] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[1] https://twitter.com/Lauren_Global/status/1480766483898662912
[1] https://twitter.com/luckytran/status/1480975248363241472
[1] https://www.theguardian.com/uk-news/2022/jan/06/met-investigating-tory-peer-michelle-mone-over-racist-message
[1] https://www.theguardian.com/politics/2022/jan/07/michelle-mone-referred-company-for-ppe-contracts-five-days-before-it-was-incorporated
[1] https://twitter.com/PaulBrandITV/status/1480596421766176769
[1] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media

Top URLs in Tweet in G3:
[9] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[4] https://www.heraldscotland.com/politics/19841632.uk-government-vip-lane-multimillion-pound-ppe-contracts-deemed-unlawful/
[3] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[2] https://www.heraldscotland.com/politics/19841632.uk-government-vip-lane-multimillion-pound-ppe-contracts-deemed-unlawful/?ref=twtrec
[2] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_iOSApp_Other
[2] 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/BBCScotlandNews/status/1481293718904840196
[1] https://twitter.com/educationgovuk/status/1480095759232032771
[1] https://twitter.com/Femi_Sorry/status/1389926234075840517
[1] https://www.independent.co.uk/news/uk/crime/ppe-high-court-mps-b1991451.html

Top URLs in Tweet in G4:
[46] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[28] https://giftarticle.ft.com/giftarticle/actions/redeem/3401e501-6904-4981-8040-b7e50e57089d
[19] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[16] https://www.independent.co.uk/news/uk/crime/ppe-high-court-mps-b1991451.html
[13] https://www.express.co.uk/news/uk/1548830/Boris-johnson-covid-ppe-unlawful-government-contracts-vip-lane-judges
[5] https://www.bbc.co.uk/iplayer/episode/m0012ljx/spotlight-covid-contracts-hunting-for-ppe
[3] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[3] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[2] https://www.ft.com/content/221ad722-12c6-4ec5-b9d8-7602a53fa32e?shareType=nongift
[1] https://goodlawproject.org/news/siobhan-baillie-ppe-vip-lane/?utm_source=Twitter&utm_campaign=PPEVIPLaneBlog081121&utm_medium=social%20media

Top URLs in Tweet in G5:
[2] https://www.express.co.uk/news/uk/1548830/Boris-johnson-covid-ppe-unlawful-government-contracts-vip-lane-judges
[2] https://www.independent.co.uk/independentpremium/politics-explained/covid-ppe-vip-boris-johnson-matt-hancock-b1991776.html
[2] https://www.reuters.com/article/uk-health-coronavirus-britain-procuremen/uk-government-broke-the-law-by-failing-to-disclose-ppe-contracts-court-rules-idUSKBN2AJ1IA
[2] https://www.bbc.co.uk/news/uk-59968037
[2] https://www.theguardian.com/politics/2022/jan/11/lords-watchdog-assesses-complaint-against-michelle-mone-over-ppe-firm
[1] https://www.theguardian.com/world/2022/jan/12/what-we-saw-alarmed-us-the-long-fight-to-expose-vip-lane-covid-contracts
[1] https://goodlawproject.org/update/patel-mirza-and-the-middlemen/
[1] https://actions.goodlawproject.org/ppe_win_update_120122/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[1] https://www.itv.com/news/2022-01-12/government-use-of-vip-lane-to-award-ppe-contracts-was-unlawful
[1] https://www.walesonline.co.uk/news/wales-news/boris-johnson-party-nhs-doctor-22729996?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar

Top URLs in Tweet in G6:
[17] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other
[11] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[9] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[9] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_iOSApp_Other
[7] https://petition.parliament.uk/petitions/605158
[5] https://www.thenational.scot/news/19841689.high-court-rules-tory-governments-vip-lane-ppe-contracts-unlawful/?ref=twtrec
[4] https://www.theguardian.com/politics/2022/jan/11/lords-watchdog-assesses-complaint-against-michelle-mone-over-ppe-firm
[3] https://www.independent.co.uk/news/uk/politics/covid-ppe-court-vip-suppliers-b1991440.html
[3] https://www.gov.uk/government/news/free-ppe-for-frontline-extended-for-another-year
[2] https://www.hse.gov.uk/ppe/index.htm?utm_source=govdelivery&utm_medium=email&utm_campaign=guidance-push&utm_term=interim-guidance&utm_content=ppe-11-jan-22

Top URLs in Tweet in G7:
[2] https://twitter.com/allthecitizens/status/1481395234588307458
[2] https://www.torysleazeuk.com/d
[2] https://www.bbc.co.uk/iplayer/episode/m0012ljx/spotlight-covid-contracts-hunting-for-ppe
[2] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[2] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other
[1] https://twitter.com/GoodLawProject/status/1481216152462401536
[1] https://www.theguardian.com/politics/2022/jan/07/michelle-mone-referred-company-for-ppe-contracts-five-days-before-it-was-incorporated
[1] https://www.standard.co.uk/news/crime/london-fines-prosecution-lockdown-break-no10-downing-street-party-boris-johnson-b976237.html
[1] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[1] https://twitter.com/davidschneider/status/1481226932989616129?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[22] https://www.itv.com/news/2022-01-12/government-use-of-vip-lane-to-award-ppe-contracts-was-unlawful
[5] https://metro.co.uk/2022/01/12/covid-governments-vip-lane-for-ppe-contracts-ruled-unlawful-by-high-court-15904715/?ito=socialmetrouktwitter
[5] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other
[3] https://www.gov.uk/government/consultations/extending-free-ppe-to-the-health-and-care-sector/outcome/extending-free-ppe-to-the-health-and-care-sector-government-response-to-public-consultation
[3] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_iOSApp_Other
[2] https://www.walesonline.co.uk/news/wales-news/boris-johnson-party-nhs-doctor-22729996
[2] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[1] https://www.lbc.co.uk/news/covid-contracts-unlawful-ppe/
[1] https://www.theguardian.com/world/2022/jan/12/what-we-saw-alarmed-us-the-long-fight-to-expose-vip-lane-covid-contracts
[1] https://www.pulsetoday.co.uk/news/clinical-areas/respiratory/government-extends-free-ppe-provision-for-gps-until-march-2023/?utm_source=twitter&utm_medium=social&utm_campaign=pulse%20social

Top URLs in Tweet in G10:
[6] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[4] https://www.dailymail.co.uk/news/article-10394085/Governments-PPE-VIP-lane-UNLAWFUL-judges-rule.html
[3] https://news.sky.com/story/covid-vip-lane-used-by-government-to-hand-out-ppe-contracts-to-two-companies-during-first-coronavirus-wave-was-unlawful-high-court-rules-12514239
[2] https://trib.al/9IxaHe2
[2] https://www.bbc.com/news/live/uk-59977092?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=61e00124b6db6b318332a457%26Free%20PPE%20offer%20extended%20for%20England%27s%20health%20staff%262022-01-13T10%3A57%3A06.919Z&ns_fee=0&pinned_post_locator=urn:asset:e2e3227a-90af-41c8-9bf3-f7b61e4a02ae&pinned_post_asset_id=61e00124b6db6b318332a457&pinned_post_type=share
[2] https://www.bbc.co.uk/news/live/uk-59977092?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=61e00124b6db6b318332a457%26Free%20PPE%20offer%20extended%20for%20England%27s%20health%20staff%262022-01-13T10%3A57%3A06.919Z&ns_fee=0&pinned_post_locator=urn:asset:e2e3227a-90af-41c8-9bf3-f7b61e4a02ae&pinned_post_asset_id=61e00124b6db6b318332a457&pinned_post_type=share
[1] https://www.itv.com/news/2022-01-12/government-use-of-vip-lane-to-award-ppe-contracts-was-unlawful
[1] https://www.carehomeprofessional.com/recall-notice-issued-for-faulty-ppe-masks-sent-to-care-homes/
[1] https://www.theguardian.com/world/2022/jan/11/uk-covid-death-toll-ons
[1] https://www.theguardian.com/politics/2021/nov/05/will-the-uk-trigger-article-16-and-what-will-happen-if-it-does

Top Domains
Top Domains in Tweet in Entire Graph:
[223] co.uk
[169] theguardian.com
[125] twitter.com
[83] sky.com
[75] goodlawproject.org
[33] ft.com
[26] itv.com
[17] youtube.com
[16] instagram.com
[16] gov.uk

Top Domains in Tweet in G1:
[41] theguardian.com
[31] sky.com
[28] co.uk
[25] goodlawproject.org
[5] twitter.com
[2] leftfootforward.org
[1] glplive.org
[1] itv.com
[1] ft.com
[1] labourlist.org

Top Domains in Tweet in G2:
[3] twitter.com
[2] theguardian.com
[2] co.uk
[1] goodlawproject.org

Top Domains in Tweet in G3:
[11] co.uk
[6] heraldscotland.com
[6] twitter.com
[4] goodlawproject.org
[4] theguardian.com
[1] parliament.uk

Top Domains in Tweet in G4:
[83] co.uk
[31] ft.com
[19] sky.com
[9] goodlawproject.org
[4] theguardian.com
[1] twitter.com

Top Domains in Tweet in G5:
[8] co.uk
[5] theguardian.com
[4] goodlawproject.org
[2] reuters.com
[1] itv.com
[1] sky.com
[1] upday.com

Top Domains in Tweet in G6:
[41] theguardian.com
[38] twitter.com
[29] co.uk
[12] sky.com
[8] gov.uk
[7] parliament.uk
[7] thenational.scot
[6] reddit.com
[5] msn.com
[5] goodlawproject.org

Top Domains in Tweet in G7:
[6] twitter.com
[5] theguardian.com
[5] co.uk
[2] torysleazeuk.com
[2] goodlawproject.org
[1] sky.com
[1] parliament.uk

Top Domains in Tweet in G8:
[22] itv.com
[11] co.uk
[10] theguardian.com
[3] gov.uk
[2] sky.com
[1] healthbusinessuk.net
[1] twitter.com
[1] goodlawproject.org

Top Domains in Tweet in G10:
[13] theguardian.com
[10] co.uk
[3] sky.com
[2] trib.al
[2] bbc.com
[1] itv.com
[1] carehomeprofessional.com
[1] instagram.com
[1] twitter.com
[1] goodlawproject.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] ppe
[73] partygate
[67] johnsonout
[56] kdppe
[53] perthtanapon
[39] covid19
[35] pmqs
[28] borisjohnson
[19] ffp3
[19] liarjohnson



Top Hashtags in Tweet in G1:
[19] ppe
[7] johnsonout
[4] partygate
[3] reesmogg
[3] 1922committee
[3] downingstreetparty
[3] gtto
[3] johnsonliedpeopledied
[2] tory
[2] goodlawproject

Top Hashtags in Tweet in G2:
[15] liarjohnson
[15] downingstreetflat
[3] r4today
[3] bbcbreakfast
[3] gmb
[2] downingstreetparties
[2] torycorruption
[2] johnsonmustresign
[2] pmqs
[2] johnsonout

Top Hashtags in Tweet in G3:
[2] partygate
[2] johnsonout
[2] torycorruption
[2] ppe
[2] covidisairborne
[2] covid19
[2] borisjohnson
[1] nevertrustatory
[1] torycoviddisaster
[1] unsafeschools

Top Hashtags in Tweet in G4:
[8] covid19
[2] ppe
[2] nhs
[2] sleaze
[1] goodlawproject
[1] johnsonmustresign
[1] corrupttories
[1] partygate
[1] johnsonout
[1] norespect

Top Hashtags in Tweet in G5:
[4] borisjohnson
[3] ppe
[2] torycorruption
[2] goodlawproject
[1] partygate
[1] toriesout
[1] torycriminalsunfittogovern

Top Hashtags in Tweet in G6:
[28] ppe
[6] covid19
[6] pmqs
[5] workwear
[4] torycorruption
[3] faceshield
[3] safety
[3] gloves
[3] nhs
[3] borisjohnson

Top Hashtags in Tweet in G7:
[4] johnsonout
[3] covid19
[3] ppe
[3] nhs
[3] digitalhealth
[2] gdr
[2] odx
[2] avct
[2] ncyt
[2] tories

Top Hashtags in Tweet in G8:
[3] covid19
[3] ppe
[2] viplane
[2] uk
[2] r4today
[1] strongertogether
[1] togetherdec
[1] illegal
[1] crimeminister
[1] oneruleforthem

Top Hashtags in Tweet in G10:
[15] borisjohnson
[15] pmqs
[4] breaking
[2] ppe
[1] johnsonout
[1] healthcareworkers
[1] nhs
[1] readtheroom
[1] priorities
[1] michellemone

Top Words
Top Words in Tweet in Entire Graph:
[4049] ppe
[2706] vip
[2674] lane
[2612] court
[2585] high
[1732] government
[1412] contracts
[1346] use
[1283] rules
[1251] unlawful

Top Words in Tweet in G1:
[725] court
[723] high
[706] ppe
[610] vip
[608] lane
[558] unlawful
[528] government
[454] goodlawproject
[278] jujuliagrace
[275] breaking

Top Words in Tweet in G2:
[721] away
[708] 2020
[707] home
[706] sammypops
[706] weeks
[706] partied
[705] trying
[705] save
[705] lives
[705] baked

Top Words in Tweet in G3:
[791] vip
[791] high
[790] lane
[788] court
[708] rules
[708] use
[705] govt
[614] lewis_goodall
[606] johnson
[605] boris

Top Words in Tweet in G4:
[656] jolyonmaugham
[529] lane
[517] high
[514] court
[505] vip
[455] government's
[385] donors
[382] found
[382] associates
[368] friends

Top Words in Tweet in G5:
[391] government
[370] ppe
[274] found
[260] guilty
[248] contracts
[247] judge
[216] today
[216] more
[208] dodgy
[206] awarding

Top Words in Tweet in G6:
[262] ppe
[78] contracts
[71] unlawful
[59] vip
[58] court
[57] high
[55] government
[55] covid
[48] lane
[36] rules

Top Words in Tweet in G7:
[190] ppe
[128] angelarayner
[127] tory
[125] mates
[122] nhs
[120] staff
[120] without
[119] opportunity
[119] line
[119] pockets

Top Words in Tweet in G8:
[188] ppe
[140] contracts
[135] use
[135] vip
[134] lane
[116] award
[115] covid
[97] government's
[97] breaking
[92] companies

Top Words in Tweet in G9:
[147] seems
[147] 2me
[147] boris
[147] british
[147] public
[147] being
[147] subjected
[147] same
[147] left
[147] wing

Top Words in Tweet in G10:
[110] ppe
[72] government
[57] contracts
[44] tory
[37] lane
[36] court
[35] high
[32] rules
[26] friends
[26] government's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2524] high,court
[2424] vip,lane
[1128] court,rules
[1102] ppe,contracts
[1094] use,vip
[819] govt,use
[792] rules,govt
[741] boris,johnson
[721] trying,save
[721] save,lives

Top Word Pairs in Tweet in G1:
[708] high,court
[513] vip,lane
[270] ppe,vip
[217] suppliers,unlawful
[216] breaking,high
[216] lane,politically
[216] politically,connected
[216] connected,suppliers
[208] ppe,contracts
[203] court,finds

Top Word Pairs in Tweet in G2:
[705] 2020,weeks
[705] weeks,away
[705] away,home
[705] home,trying
[705] trying,save
[705] save,lives
[705] lives,partied
[705] partied,baked
[705] baked,suits
[705] suits,wept

Top Word Pairs in Tweet in G3:
[787] high,court
[786] vip,lane
[708] court,rules
[707] use,vip
[705] rules,govt
[705] govt,use
[605] boris,johnson
[602] huge,day
[602] day,boris
[602] johnson,things

Top Word Pairs in Tweet in G4:
[506] high,court
[481] vip,lane
[367] court,found
[367] friends,donors
[365] found,government's
[365] government's,vip
[365] lane,channelled
[365] channelled,riches
[365] riches,friends
[365] donors,associates

Top Word Pairs in Tweet in G5:
[260] found,government
[260] government,guilty
[231] ppe,contracts
[206] contracts,pals
[205] today,judge
[205] judge,found
[205] guilty,awarding
[205] awarding,dodgy
[205] dodgy,ppe
[205] pals,worth

Top Word Pairs in Tweet in G6:
[60] ppe,contracts
[50] high,court
[43] vip,lane
[30] unlawful,high
[29] court,rules
[20] 'vip,lane'
[20] lane,award
[19] contracts,unlawful
[17] use,vip
[15] two,companies

Top Word Pairs in Tweet in G7:
[119] nhs,staff
[119] mates,pockets
[118] hardworking,nhs
[118] staff,going
[118] going,without
[118] without,ppe
[118] ppe,tory
[118] tory,politicians
[118] politicians,saw
[118] saw,opportunity

Top Word Pairs in Tweet in G8:
[132] vip,lane
[132] ppe,contracts
[106] award,ppe
[91] two,companies
[90] government's,use
[90] lane,award
[85] companies,during
[85] during,first
[83] breaking,government's
[83] use,called

Top Word Pairs in Tweet in G9:
[147] seems,2me
[147] 2me,boris
[147] boris,british
[147] british,public
[147] public,being
[147] being,subjected
[147] subjected,same
[147] same,left
[147] left,wing
[147] wing,media

Top Word Pairs in Tweet in G10:
[53] ppe,contracts
[34] high,court
[23] friends,donors
[21] government,awarded
[21] awarded,ppe
[21] contracts,worth
[21] worth,millions
[21] millions,pounds
[21] pounds,taxpayers'
[21] taxpayers',money

Top Replied-To
Top Replied-To in Entire Graph:
@monyo_ppe
@mike_fabricant
@campbellclaret
@modubatse
@sajidjavid
@goodlawproject
@lewis_goodall
@lloydhardy
@borisjohnson
@zacgoldsmith

Top Replied-To in G1:
@jujuliagrace
@goodlawproject
@suellabraverman
@keir_starmer
@borisjohnson
@everydoctoruk
@carolinemack18
@rickardsisters
@g_gosden
@nursesayno

Top Replied-To in G2:
@pambizbuster
@stavvers
@dannyriding25
@gree92814918
@sammypops

Top Replied-To in G3:
@lewis_goodall
@scottories
@journoangst
@na_llama
@femi_sorry
@iain643
@borisjohnson
@stevenedginton
@philmcraig
@sima_kotecha

Top Replied-To in G4:
@laurasmithcrewe
@creamfacedloon
@davidjwbailey
@ana_captures
@tommousk
@carryonkeith
@margarethodge
@jolyonmaugham

Top Replied-To in G5:
@chrischirp
@goodlawproject
@kernow2019
@claudiawebbe

Top Replied-To in G6:

Top Replied-To in G7:
@zacgoldsmith
@trussliz
@angelarayner
@wellthorpeedna
@mhs21981
@statesorry
@petegill19
@realstephenkerr
@peston
@antony_hig

Top Replied-To in G8:
@lbc
@togetherdec
@simonspudwynn
@sarlou281
@skynews
@thismorning
@lyndon_chaney

Top Replied-To in G9:
@gowtolson

Top Replied-To in G10:
@mike_fabricant
@bbclaurak
@paulbranditv
@gbnews
@darrylmcgarvey
@fiftyplustracey
@theresecoffey
@borisjohnson
@peterboneuk
@adilray

Top Mentioned
Top Mentioned in Entire Graph:
@jolyonmaugham
@sammypops
@lewis_goodall
@goodlawproject
@jujuliagrace
@jon_trickett
@angelarayner
@rodbishop15
@sima_kotecha
@beckettunite

Top Mentioned in G1:
@goodlawproject
@jujuliagrace
@everydoc
@everydoctoruk
@borisjohnson
@jolyonmaugham
@megs1970
@islammanzurul
@gem_abbott
@angelarayner

Top Mentioned in G2:
@sammypops
@nobigfish
@jolyonmaugham
@goodlawproject
@igd_news
@michaelspring17
@thelastpersont2
@lewis_goodall
@sima_kotecha
@scotlandscreams

Top Mentioned in G3:
@lewis_goodall
@sima_kotecha
@jolyonmaugham
@goodlawproject
@jujuliagrace
@whyohwhyfather
@douglas4moray
@drselvarajah
@scotnews_edits
@nadhimzahawi

Top Mentioned in G4:
@jolyonmaugham
@writesbright
@goodlawproject
@ft
@jujuliagrace
@sholamos1
@laurasmithcrewe
@shaftoflame
@fbpesmike
@siobhan_baillie

Top Mentioned in G5:
@jon_trickett
@beckettunite
@claudiawebbe
@jolyonmaugham
@goodlawproject
@lewis_goodall
@jujuliagrace
@petedavies7
@annickg87
@mmaher70

Top Mentioned in G6:
@polidigitaluk
@hupzdnm9qwxewuq
@theonlypeterkay
@payalbaghel001
@filtradetrading
@bronwynann
@carehomepro

Top Mentioned in G7:
@angelarayner
@goodlawproject
@jolyonmaugham
@danielgoyal
@adamjkucharski
@itosettimd_mba
@toshiakima
@borisjohnson
@jujuliagrace
@lewis_goodall

Top Mentioned in G8:
@skynews
@itvnewspolitics
@walesonline
@lbc
@jolyonmaugham
@dhscgovuk
@goodlawproject
@lewis_goodall
@thismorning
@bbc

Top Mentioned in G9:
@rodbishop15

Top Mentioned in G10:
@nadiawhittomemp
@laylamoran
@thatginamiller
@bbcnews
@goodlawproject
@mike_fabricant
@jolyonmaugham
@jujuliagrace
@lewis_goodall
@mailonline

Top Tweeters
Top Tweeters in Entire Graph:
@aeon_japan
@mrdjones
@tesco
@edinburghwatch
@s9tmt
@stigmabaseu
@newsoneplace
@andyvermaut
@roblwilson
@independent

Top Tweeters in G1:
@daily_express
@sandradunn1955
@thesun
@euethnic
@catwoman1979
@cleggy261
@60sparkle
@telegraph
@theroigner
@shambles151

Top Tweeters in G2:
@betterw05759703
@obdriftwood
@katelaity
@nofrills
@kingsmeadmrt
@cmwheatley56
@rosaselvagem93
@ladykitchenless
@y901664
@judgedewie

Top Tweeters in G3:
@lesleygsmith3
@allchanges
@roadwarrior29
@catherinemginn
@hughjaeger
@scorpiotiger77
@idontmind64
@jjarichardson
@wstrohmacher
@neurolawguy

Top Tweeters in G4:
@derekjohnbryant
@margymayell
@glynmoody
@ana_captures
@petermccue1
@stockexchange
@heather63262308
@maurlind
@orwell4ever
@grumpeoldman

Top Tweeters in G5:
@s9tmt
@roblwilson
@blanketcrap
@christinejameis
@j_sutherland2
@socialistvoice
@lalitapetila
@eire353
@davelawson35
@redflag3rd

Top Tweeters in G6:
@mrdjones
@stigmabaseu
@newsoneplace
@andyvermaut
@jenkers_en
@agenparl
@mikecoulson48
@nodesystems
@robinmcouch
@medical_news_j

Top Tweeters in G7:
@littlemore20
@trackntracer
@davidheadviews
@knittedkittie
@gilesmacdonogh
@janhunt78561126
@pwsimerimiaw
@fussydolphin
@davidagoodland
@mimij9

Top Tweeters in G8:
@skynews
@evilbluebird
@krishworlds
@superretroid
@metrouk
@phil_free_
@walesonline
@imincorrigible
@missy_molly_mol
@tashuurrx

Top Tweeters in G9:
@shiremoorpotter
@mik61scot
@petuniasforever
@sophieblack2016
@fjeb88
@superdupedoodle
@dunholme
@christi73224817
@juneh49
@andywells7

Top Tweeters in G10:
@serendipitysays
@leocullen4
@bbcnews
@mailonline
@tartanroots
@hugorelly
@lunaperla
@rdgresident
@alfieturner2
@itvnews