PPE, Twitter, 2/12/2021 10:45:18 AM, 247556
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PPE_2021-02-12_01-17-49.xlsx
PPE_2021-02-12_01-17-49.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 12, 2021
Short Description:
PPE via NodeXL https://bit.ly/3tU8hZm
@richardburgon
@jolyonmaugham
@davidschneider
@writesbright
@allthecitizens
@angelarayner
@matthancock
@bylinetimes
@peterstefanovi2
@bill_esterson

Top hashtags:
#ppe
#kdppe
#bbcbreakfast
#perthtanapon
#covid19

Description:
Description
The graph represents a network of 7,776 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, 12 February 2021 at 09:26 UTC.

The requested start date was Friday, 12 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 16-minute period from Tuesday, 09 February 2021 at 12:32 UTC to Thursday, 11 February 2021 at 13:49 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 : 7776
Unique Edges : 3566
Edges With Duplicates : 12710
Total Edges : 16276
Number of Edge Types : 5
Retweet : 6010
MentionsInRetweet : 6984
Replies to : 840
Tweet : 1166
Mentions : 1276
Self-Loops : 1187
Reciprocated Vertex Pair Ratio : 0.00883823700430283
Reciprocated Edge Ratio : 0.017521613832853
Connected Components : 1038
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 4351
Maximum Edges in a Connected Component : 10752
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.534912
Graph Density : 0.000143487091950829
Modularity : 0.500625
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,776 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, 12 February 2021 at 09:26 UTC.

The requested start date was Friday, 12 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 16-minute period from Tuesday, 09 February 2021 at 12:32 UTC to Thursday, 11 February 2021 at 13:49 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:
[659] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[65] https://www.politicshome.com/news/article/ministers-accused-of-cronyism-for-refusing-six-times-to-release-details-of-ppe-suppliers-given-highpriority-status
[34] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/?fbclid=IwAR294AjDHrOW7q3fxLWtyMD6Ma4mXdnoUOh_PDnYJT4ZLVprf3mTnLsWeag
[33] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.accesswire.com/628566/OPTEC-International-Adds-Pandemic-10-Minute-Rapid-Test-Kits-To-PPE-Distribution-Network
[20] https://www.youtube.com/watch?v=eVgjyms2twc&feature=youtu.be

[13] https://www.youtube.com/watch?v=I7QL3nd2zTA&feature=youtu.be

[12] https://twitter.com/JolyonMaugham/status/1359484513567571968
[11] https://www.accesswire.com/628566/optec-international-adds-pandemic-10-minute-rapid-test-kits-to-ppe-distribution-network
[10] https://www.crowdjustice.com/case/the-jeweller-middleman-ppe/

Top URLs in Tweet in G1:
[32] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[3] https://www.politicshome.com/news/article/ministers-accused-of-cronyism-for-refusing-six-times-to-release-details-of-ppe-suppliers-given-highpriority-status
[1] https://twitter.com/AngelaRayner/status/1359521901996085248
[1] https://www.theguardian.com/society/2020/aug/27/unclear-uk-advice-on-ppe-cited-in-home-care-covid-19-death-inquiry
[1] https://www.theguardian.com/society/2020/aug/29/uk-care-homes-still-denied-covid-tests-despite-hancock-pledge-officials-warn
[1] https://twitter.com/PeterStefanovi2/status/1359268195929047040
[1] http://news.sky.com/story/covid-19-lack-of-ppe-and-moving-patients-out-of-hospitals-contributed-significantly-to-high-death-rates-in-care-homes-12213554?dcmp=snt-sf-twitter
[1] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/carolJhedges/status/1359493973954420737
[1] https://twitter.com/allthecitizens/status/1359271981342932992

Top URLs in Tweet in G2:
[86] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[4] https://bylinetimes.com/2020/10/25/500-million-government-ppe-deals-conservative-companies-donors/
[2] https://www.crowdjustice.com/case/the-jeweller-middleman-ppe/?utm_source=backer_social&utm_campaign=the-jeweller-middleman-ppe&utm_reference=f3eeb3d15f7250f5c1d7e92aaa6b5cb7&utm_medium=Twitter&utm_content=post_pledge_page
[2] https://bylinetimes.com/2020/09/18/firm-meller-designs-conservative-donor-nets-millions-government-ppe-deals/
[1] https://www.bbc.co.uk/news/uk-55934676
[1] https://bylinetimes.com/2020/11/25/national-audit-office-frontline-workers-failed-wasteful-inefficient-15-billion-ppe-procurement-effort
[1] https://bylinetimes.com/2020/11/12/miami-vice-florida-fashion-designer-awarded-new-ppe-contracts-worth-197-million/
[1] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.politicshome.com/news/article/ministers-accused-of-cronyism-for-refusing-six-times-to-release-details-of-ppe-suppliers-given-highpriority-status
[1] https://twitter.com/JolyonMaugham/status/1359484513567571968

Top URLs in Tweet in G3:
[21] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[7] https://www.accesswire.com/628566/OPTEC-International-Adds-Pandemic-10-Minute-Rapid-Test-Kits-To-PPE-Distribution-Network
[4] http://ih.advfn.com/stock-market/USOTC/optec-pk-OPTI/stock-news/84282345/optec-international-adds-pandemic-10-minute-rapid-test-kits-to-ppe-distribution
[4] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps
[3] https://finance.yahoo.com/news/optec-international-adds-pandemic-10-130000993.html
[3] https://www.accesswire.com/628566/optec-international-adds-pandemic-10-minute-rapid-test-kits-to-ppe-distribution-network
[3] https://www.bbc.co.uk/news/uk-56005980
[3] https://www.gov.uk/government/news/free-ppe-for-unpaid-carers
[3] https://covid19communitytracing.wordpress.com/2021/02/10/governments-failure-to-protect-frontline-staff-because-of-shambolic-ppe-supply-management/
[3] https://www.marketserengeti.com/online-courses/marketing-sales/sales-equals-making-money-learn-sales-in-1-day/?utm_source=twitter-tolajobjobs&utm_medium=social&utm_campaign=marketserengeti-blog-salescourse1&utm_term=%23KaraboHits2million&utm_content=SALES+EQUALS+MAKING+MONEY%3A+Learn+Sales+In+1+Day+FREE.+Learn+more+click+here%3A

Top URLs in Tweet in G4:
[30] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[9] https://twitter.com/JolyonMaugham/status/1359484513567571968
[5] https://www.crowdjustice.com/case/the-jeweller-middleman-ppe/
[3] https://www.bbc.co.uk/news/uk-55934676
[3] https://www.mirror.co.uk/news/politics/damning-report-says-care-homes-23471766
[2] https://twitter.com/JolyonMaugham/status/1358825259357585413
[2] https://www.bbc.co.uk/programmes/m000s19p
[1] https://goodlawproject.org/donate/
[1] https://find-tender.service.gov.uk/Notice/002630-2021
[1] https://www.contractsfinder.service.gov.uk/Notice/6d174e67-02b2-49d5-a8ec-2f0ef77a0873

Top URLs in Tweet in G5:
[7] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[2] https://www.independent.co.uk/news/uk/politics/covid-ppe-matt-hancock-frontline-staff-b1799875.html
[1] https://www.reddit.com/r/ukpolitics/comments/lgphkf/friend_of_matt_hancock_wins_144_million_ppe/?ref=share&ref_source=twitter

Top URLs in Tweet in G6:
[6] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://twitter.com/BBCPolitics/status/1358824884315561992
[1] https://www.politicshome.com/news/article/ministers-accused-of-cronyism-for-refusing-six-times-to-release-details-of-ppe-suppliers-given-highpriority-status

Top URLs in Tweet in G7:
[26] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/?fbclid=IwAR294AjDHrOW7q3fxLWtyMD6Ma4mXdnoUOh_PDnYJT4ZLVprf3mTnLsWeag
[10] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://twitter.com/WritesBright/status/1359296764218638339?s=20
[1] https://www.skysports.com/racing/news/12040/10326840/town-plate-begins-2016-july-meeting-at-newmarket?keepThis=true&TB_iframe=true&height=650&width=850&caption=SkySports+%7C+News
[1] https://twitter.com/allthecitizens/status/1355124277746552833?s=20
[1] https://bylinetimes.com/2020/04/02/disaster-capitalism-conservative-party-donor-cashes-in-on-uk-government-made-ppe-shortages-amidst-covid19-crisis/
[1] https://bylinetimes.com/2020/09/16/company-conservative-donations-government-ppe-procurement-deal/
[1] https://bylinetimes.com/2020/09/18/firm-meller-designs-conservative-donor-nets-millions-government-ppe-deals/
[1] https://find-tender.service.gov.uk/Notice/002630-2021
[1] https://www.bbc.co.uk/programmes/m000s19p

Top URLs in Tweet in G8:
[2] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://www.politicshome.com/news/article/ministers-accused-of-cronyism-for-refusing-six-times-to-release-details-of-ppe-suppliers-given-highpriority-status
[1] https://www.bbc.co.uk/news/uk-55934676
[1] https://twitter.com/mrjamesob/status/1359774781684535297
[1] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps
[1] https://nursingnotes.co.uk/news/government-failings-left-nurses-without-ppe-risking-their-own-and-their-families-lives-find-mps/
[1] https://www.bbc.co.uk/news/health-55937864

Top URLs in Tweet in G9:
[161] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[2] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/?fbclid=IwAR2qzuVzf2MytOvfPF84LUlMgwEHcGGa-AprWl1hS3CgB5Aot8uGICND-kU

Top URLs in Tweet in G10:
[21] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[5] https://morningstaronline.co.uk/article/b/firm-owned-friend-matt-hancock-was-awarded-ps14-million-ppe-contract#.YCUf6vRKr50.twitter
[1] https://morningstaronline.co.uk/article/b/care-home-staff-were-left-without-vital-ppe-start-pandemic-because-government-decided#.YCUkUkf-XBk.twitter
[1] https://www.theguardian.com/society/2021/feb/10/care-homes-failed-by-lack-of-ppe-during-uk-covid-first-wave-say-mps
[1] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/?fbclid=IwAR294AjDHrOW7q3fxLWtyMD6Ma4mXdnoUOh_PDnYJT4ZLVprf3mTnLsWeag

Top Domains
Top Domains in Tweet in Entire Graph:
[730] bylinetimes.com
[193] twitter.com
[80] co.uk
[65] politicshome.com
[56] theguardian.com
[45] youtube.com
[33] accesswire.com
[31] crowdjustice.com
[23] gov.uk
[16] co.za

Top Domains in Tweet in G1:
[32] bylinetimes.com
[5] twitter.com
[3] politicshome.com
[3] theguardian.com
[2] sky.com
[1] bbc.com

Top Domains in Tweet in G2:
[95] bylinetimes.com
[5] twitter.com
[3] co.uk
[2] crowdjustice.com
[1] theguardian.com
[1] politicshome.com
[1] nhsnewdeal.org

Top Domains in Tweet in G3:
[51] twitter.com
[30] bylinetimes.com
[25] co.uk
[11] accesswire.com
[10] marketserengeti.com
[8] theguardian.com
[6] gov.uk
[5] advfn.com
[3] blogspot.com
[3] org.uk

Top Domains in Tweet in G4:
[33] bylinetimes.com
[13] twitter.com
[8] co.uk
[5] crowdjustice.com
[2] goodlawproject.org
[2] gov.uk
[2] theguardian.com

Top Domains in Tweet in G5:
[7] bylinetimes.com
[2] co.uk
[1] reddit.com

Top Domains in Tweet in G6:
[6] bylinetimes.com
[1] twitter.com
[1] politicshome.com

Top Domains in Tweet in G7:
[39] bylinetimes.com
[2] twitter.com
[2] co.uk
[1] skysports.com
[1] gov.uk

Top Domains in Tweet in G8:
[3] co.uk
[2] bylinetimes.com
[1] politicshome.com
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G9:
[163] bylinetimes.com

Top Domains in Tweet in G10:
[22] bylinetimes.com
[6] co.uk
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[187] ppe
[131] kdppe
[127] bbcbreakfast
[103] perthtanapon
[75] covid19
[73] hypersonicxบุ๋นเปรม
[69] เหตุผลที่ฉันไม่กลับมาจะ100kแล้ว
[50] torycorruption
[44] บอกโลกให้รู้ว่ากูรักมึง
[28] nhs



Top Hashtags in Tweet in G1:
[9] bbcbreakfast
[3] pmqs
[3] excludeduk
[3] universalcredit
[3] ppe
[2] torycorruption
[2] toryscum
[2] mattwanksock
[2] torycronyism
[2] nhs

Top Hashtags in Tweet in G2:
[10] covid19
[4] pmqs
[4] nhs
[4] covid
[3] torycorruption
[3] ppe
[1] torycronyism
[1] torycovidcatastrophe
[1] bbcbreakfast
[1] nhsnewdeal

Top Hashtags in Tweet in G3:
[54] ppe
[18] covid19
[10] sales
[10] mba
[10] course
[10] salescourse
[10] business
[10] jobs
[10] workfromhome
[10] masks

Top Hashtags in Tweet in G4:
[6] ppe
[4] covid19
[4] torycorruption
[3] nhs
[1] gloucestershire
[1] placement
[1] communitynursing
[1] torycronyism
[1] torylies
[1] toryrapists

Top Hashtags in Tweet in G5:
[2] pmqs
[1] torycorruption
[1] borishasfailedthenation
[1] torycronyism

Top Hashtags in Tweet in G6:
[3] torycorruption

Top Hashtags in Tweet in G7:
[2] anc
[2] ppe
[2] torycorruption
[1] bbcbreakfast
[1] southafrica
[1] gauteng
[1] r4today
[1] piersmorgan
[1] universalcredit

Top Hashtags in Tweet in G8:
[2] politicslive

Top Hashtags in Tweet in G9:
[93] bbcbreakfast

Top Hashtags in Tweet in G10:
[12] torycorruption
[12] torycronyism
[11] torylies
[8] ppe
[2] bbcbreakfast
[1] covid
[1] piersmorgan
[1] chumocracy

Top Words
Top Words in Tweet in Entire Graph:
[3804] ppe
[1829] contract
[1669] friend
[1568] matt
[1557] 14
[1541] government
[1294] hancock
[732] gives
[717] tory
[662] family

Top Words in Tweet in G1:
[483] gives
[366] angelarayner
[352] friend
[350] matt
[322] family
[295] matthancock
[275] 14
[268] hancock
[240] wife
[239] 000

Top Words in Tweet in G2:
[334] ppe
[302] contract
[302] writesbright
[300] 14
[261] firm
[217] owned
[211] bylinetimes
[195] matt
[195] hancock
[191] million

Top Words in Tweet in G3:
[297] ppe
[54] #ppe
[46] covid
[45] pandemic
[39] more
[29] 10
[27] government
[26] test
[25] contract
[25] care

Top Words in Tweet in G4:
[243] jolyonmaugham
[232] government
[206] contract
[194] given
[193] jeweller
[192] florida
[181] published
[178] another
[175] hand
[174] sanitiser

Top Words in Tweet in G5:
[326] richardburgon
[214] government
[193] ppe
[185] contract
[180] tory
[178] matt
[178] friend
[177] received
[177] contracts
[177] covid

Top Words in Tweet in G6:
[331] davidschneider
[206] corruption
[191] friend
[177] failed
[175] reading
[175] state
[175] corrupt
[175] health
[175] minister
[175] gives

Top Words in Tweet in G7:
[327] ppe
[321] contract
[298] 14
[280] allthecitizens
[264] 4m
[264] company
[262] director
[254] breaking
[254] today
[253] back

Top Words in Tweet in G8:
[260] protecting
[160] government
[139] testing
[138] care
[136] jimmfelton
[132] homes
[131] really
[130] fucked
[130] tracking
[130] tracing

Top Words in Tweet in G9:
[177] matt
[174] hancock
[154] peterstefanovi2
[107] contract
[97] ppe
[94] looks
[93] #bbcbreakfast
[93] forgot
[93] mention
[93] interviewing

Top Words in Tweet in G10:
[272] years
[163] beckettunite
[151] breaking
[138] 10
[137] many
[136] travellers
[136] rules
[136] politicians
[136] allowed
[136] cheltenham

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1233] matt,hancock
[945] ppe,contract
[629] family,friend
[589] 14,million
[552] million,ppe
[523] 14,4m
[513] friend,matt
[470] wins,14
[468] hancock,wins
[436] 4m,ppe

Top Word Pairs in Tweet in G1:
[322] family,friend
[268] matt,hancock
[237] peter,stanley
[237] stanley,gives
[237] gives,matthancock
[237] matthancock,000
[237] 000,matt
[237] hancock,gives
[237] gives,peter's
[237] peter's,wife

Top Word Pairs in Tweet in G2:
[286] ppe,contract
[217] firm,owned
[215] contract,firm
[193] matt,hancock
[187] million,ppe
[186] 14,million
[184] friend,matt
[173] hancock,wins
[173] wins,14
[118] breaking,exclusive

Top Word Pairs in Tweet in G3:
[22] matt,hancock
[21] covid,19
[21] ppe,contract
[18] optec,international
[18] international,adds
[18] adds,pandemic
[18] pandemic,10
[18] 10,minute
[18] minute,rapid
[18] rapid,test

Top Word Pairs in Tweet in G4:
[180] jeweller,florida
[173] yesterday,government
[173] government,published
[173] published,another
[173] another,contract
[173] contract,mere
[173] mere,35
[173] 35,3m
[173] 3m,hand
[173] hand,sanitiser

Top Word Pairs in Tweet in G5:
[179] ppe,contract
[176] totally,normal
[176] normal,tory
[176] tory,britain
[176] britain,randox
[176] randox,received
[176] received,479m
[176] 479m,government
[176] government,contracts
[176] contracts,covid

Top Word Pairs in Tweet in G6:
[175] reading,failed
[175] failed,state
[175] state,corrupt
[175] corrupt,friend
[175] friend,health
[175] health,minister
[175] minister,gives
[175] gives,5k
[175] 5k,rewarded
[174] davidschneider,reading

Top Word Pairs in Tweet in G7:
[264] 14,4m
[263] 4m,ppe
[252] breaking,covid19
[252] covid19,contract
[252] contract,lands
[252] lands,today
[252] today,14
[252] ppe,back
[252] back,company
[252] company,ch

Top Word Pairs in Tweet in G8:
[132] care,homes
[130] government,really
[130] really,fucked
[130] fucked,testing
[130] testing,tracking
[130] tracking,tracing
[130] tracing,lockdowns
[130] lockdowns,protecting
[130] protecting,care
[130] homes,protecting

Top Word Pairs in Tweet in G9:
[174] matt,hancock
[93] looks,#bbcbreakfast
[93] #bbcbreakfast,forgot
[93] forgot,mention
[93] mention,interviewing
[93] interviewing,matt
[93] hancock,morning
[92] peterstefanovi2,looks
[86] ppe,contract
[81] blatant,corruption

Top Word Pairs in Tweet in G10:
[136] 10,years
[136] years,travellers
[136] travellers,breaking
[136] breaking,rules
[136] rules,many
[136] many,years
[136] years,politicians
[136] politicians,allowed
[136] allowed,cheltenham
[136] cheltenham,exposed

Top Replied-To
Top Replied-To in Entire Graph:
@matthancock
@ppe_ppo
@trk__ppe
@perthppe
@the_tpa
@tachi_ppe
@miritofu
@l____u__
@allthecitizens
@puratenn528_qva

Top Replied-To in G1:
@matthancock
@angelarayner
@skynews
@matthancook
@darthhuddy
@wayneke81392753
@stevechapman65
@mrharrycole
@timberjeff53
@borderkent

Top Replied-To in G2:
@blacknbritish1
@hairyloon
@simonhcbenson
@bylinetimes
@writesbright
@acgrayling
@elizebiermann
@allthecitizens
@welshconserv
@jfritte

Top Replied-To in G3:

Top Replied-To in G4:
@goodlawproject
@sbattrawden
@jolyonmaugham
@carolinelucas
@moonmelon1
@maddsfrench
@politicswatch15
@meloni1961
@queenkarenclyne
@brexitbassist

Top Replied-To in G5:
@ceooutspoken
@richardburgon
@yardleyshooting
@faisalislam
@3toriesout

Top Replied-To in G6:
@davidschneider

Top Replied-To in G7:
@allthecitizens
@sallysu50926124
@respect65

Top Replied-To in G9:
@cornish_damo

Top Replied-To in G10:
@beckettunite

Top Mentioned
Top Mentioned in Entire Graph:
@davidschneider
@richardburgon
@angelarayner
@writesbright
@jolyonmaugham
@allthecitizens
@matthancock
@bylinetimes
@peterstefanovi2
@bill_esterson

Top Mentioned in G1:
@angelarayner
@matthancock
@skynews
@davidschneider
@jolyonmaugham
@richardburgon
@peterstefanovi2
@martinremains
@bill_esterson
@colinm1956

Top Mentioned in G2:
@writesbright
@bylinetimes
@byline_media
@jolyonmaugham
@nickcohen4
@peterjukes
@iainoverton
@damianhastie
@allthecitizens
@cpeedell

Top Mentioned in G3:
@weirb
@debbiecat
@themingford
@bop_osteo
@pathway_team

Top Mentioned in G4:
@jolyonmaugham
@goodlawproject
@writesbright
@bbcnews
@sbattrawden
@bellribeiroaddy
@jujuliagrace
@hughes_eilir
@everydoctoruk
@gmb

Top Mentioned in G5:
@richardburgon
@zarahsultana
@jolyonmaugham
@bylinetimes
@secret_local
@yardleyshooting
@bill_esterson
@goodlawproject
@allthecitizens
@angelarayner

Top Mentioned in G6:
@davidschneider
@richardburgon
@jolyonmaugham
@angelarayner
@writesbright
@emmahardymp
@bylinetimes
@uptheworkers
@matthancock
@bellribeiroaddy

Top Mentioned in G7:
@allthecitizens
@mellors_karen
@writesbright
@jolyonmaugham
@hullphilt
@richardburgon
@bylinetimes
@angelarayner
@paulonbooks
@davidschneider

Top Mentioned in G8:
@jimmfelton
@drphilhammond
@premnsikka
@richardburgon
@allthecitizens
@davidschneider
@jolyonmaugham
@jewel_thin
@angelarayner
@phe_uk

Top Mentioned in G9:
@peterstefanovi2
@rachael_swindon
@davidschneider
@jolyonmaugham
@richardburgon
@allthecitizens
@writesbright
@cornish_damo
@angelarayner
@jimmfelton

Top Mentioned in G10:
@beckettunite
@no1_nicola
@we_ownit
@peterstefanovi2
@jerryhicksunite
@writesbright
@jolyonmaugham
@bylinetimes
@mikecoulson48
@davidschneider

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@zazoomblog
@tesco
@s9tmt
@ryo694
@roblwilson
@independent
@andyvermaut
@thepoliticalcat
@crweworld

Top Tweeters in G1:
@sandradunn1955
@skynews
@mstkindeed
@applertweet
@angep1969
@david96212152
@seusssl
@politicshome
@myzlilith
@robinhadley1

Top Tweeters in G2:
@s9tmt
@roblwilson
@allchanges
@cotey_mary
@mckinlay_liz
@sandoly
@margymayell
@lewtonserena5
@laurendownsouth
@jailingtrump

Top Tweeters in G3:
@zazoomblog
@andyvermaut
@crweworld
@tolajobjobs
@frackhazreveal
@jacanews
@themingford
@angie_rejoineu
@tauyaditshego
@jedijazz22

Top Tweeters in G4:
@bbcnews
@telegraph
@dailymailuk
@kingsmeadmrt
@vesperuk
@jazzaoxon
@maelysdervenn
@iromg
@mangotree_books
@ohheynaz

Top Tweeters in G5:
@thefabledaesop
@magapanthus
@justpapnow
@realdavidcarter
@zoompad
@shubblington
@kingmark1st
@mrichalan
@annbank41695841
@svenradio

Top Tweeters in G6:
@ppiixx
@jenemm3
@peterandann
@rositastef
@ellih53
@rebetikowalrus
@ropoem
@merman1974
@waynesmith1971
@muvahood

Top Tweeters in G7:
@childofalba
@christinejameis
@lillylyle
@daphne_miles
@inclinepress
@dbashby
@saramo
@lacaldojewelery
@martindvz
@gturner1969

Top Tweeters in G8:
@pingachoo
@prosyria2
@shirleyyoung2
@laizydaizey
@jmjohnpj
@andymoz78
@lighthealing
@tahirbinhussai2
@arianrhod11
@curlyclaretoo

Top Tweeters in G9:
@lesleygsmith3
@roadwarrior29
@otivar55
@cleggy261
@unojen_wood
@brookebay21
@hausofrushdi
@evolvedpeasant
@heather_c_c
@clarknat

Top Tweeters in G10:
@porridgeisgood
@mikecoulson48
@60sparkle
@mrconnies
@sharonhoole
@octagot
@bizthebuz
@labgrassroots
@mcfadzean_neil
@3salmon


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