PPE, Twitter, 10/11/2021 3:31:55 PM, 264303


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PPE_2021-10-11_01-37-48.xlsx
PPE_2021-10-11_01-37-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
PPE via NodeXL https://bit.ly/3mIMi51
@goodlawproject
@universalmaski2
@drtomlinsonep
@kamranabbasi
@njbbari3
@no1historychick
@spottedpelican
@declan_hoare
@thermh
@littlesparrow9

Top hashtags:
#ppe
#cnblue
#ygletlisadoherwork
#covid19
#kdppe
#perthtanapon
#ppe_win

Description:
Description
The graph represents a network of 8,524 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 Monday, 11 October 2021 at 08:45 UTC.

The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 5-hour, 2-minute period from Tuesday, 05 October 2021 at 07:18 UTC to Friday, 08 October 2021 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 : 8524
Unique Edges : 5120
Edges With Duplicates : 11236
Total Edges : 16356
Number of Edge Types : 5
Retweet : 4872
MentionsInRetweet : 6137
Replies to : 1532
Tweet : 1730
Mentions : 2085
Self-Loops : 1763
Reciprocated Vertex Pair Ratio : 0.018461886963416
Reciprocated Edge Ratio : 0.0362544483985765
Connected Components : 1428
Single-Vertex Connected Components : 537
Maximum Vertices in a Connected Component : 3056
Maximum Edges in a Connected Component : 6708
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.503837
Graph Density : 0.000123771418635736
Modularity : 0.561422
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,524 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 Monday, 11 October 2021 at 08:45 UTC.

The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 5-hour, 2-minute period from Tuesday, 05 October 2021 at 07:18 UTC to Friday, 08 October 2021 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:
[462] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[74] https://glplive.org/ppe-tw-0410
[35] https://www.pttplc.com/th/Media/Publications/Godji/Content-25452.aspx?page=3
[32] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FLeniForYou%2Fposts%2F894005148196271
[31] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic
[21] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[15] https://apple.news/ApvefQMFtS2qw8r5yFjzWZg
[14] https://www.instagram.com/accounts/login/
[13] https://twitter.com/JYPETWICE/status/1446339576415539204
[13] https://www.youtube.com/watch?v=W7ErZpbLrrc&feature=youtu.be


Top URLs in Tweet in G1:
[12] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic
[12] https://twitter.com/JYPETWICE/status/1446339576415539204
[12] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FLeniForYou%2Fposts%2F894005148196271
[11] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[6] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fpermalink.php%3Fstory_fbid%3D2759367947514189%26id%3D283945495056459
[5] https://twitter.com/JYPETWICE/status/1446332023375794176
[5] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic?CMP=Share_AndroidApp_Other
[5] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic?CMP=Share_iOSApp_Other
[5] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FLeniForYou%2Fposts%2F894881654775287
[4] https://apple.news/ApvefQMFtS2qw8r5yFjzWZg

Top URLs in Tweet in G2:
[359] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[15] https://glplive.org/ppe-tw-0410
[13] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[5] https://apple.news/ApvefQMFtS2qw8r5yFjzWZg
[3] https://twitter.com/ByDonkeys/status/1445367952639987715
[3] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic
[2] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic?CMP=Share_iOSApp_Other
[2] https://twitter.com/h_s_e/status/1444996283308064769
[1] https://www.mailplus.co.uk/edition/news/coronavirus/106219/ppe-worth-2.8bn-for-nhs-frontline-workers-not-fit-for-purpose
[1] https://glplive.org/8d6

Top URLs in Tweet in G3:
[6] https://twitter.com/YorkOECTA/status/1445416950352523269
[5] https://twitter.com/ppetoheros/status/1403527958455898113
[3] https://twitter.com/yorkoecta/status/1445416950352523269
[1] https://canadastrongmasks.ca/products/layfield-95pfe-l3-particulate-ffr-n95-respirator-mask-with-earloops-made-in-canada?_pos=1&_psq=layfield&_ss=e&_v=1.0
[1] https://docs.google.com/forms/d/e/1FAIpQLSd4Lb9Dx40gtHDNKqTla_SOC3rmDEiqtG3SfK8yp3vTRttrDA/viewform
[1] https://twitter.com/garrettelliott/status/1446283119649345536
[1] https://kitchener.ctvnews.ca/cambridge-ont-company-has-millions-of-masks-in-storage-due-to-red-tape-1.5314922
[1] https://www.theguardian.com/world/2021/jun/29/cambridge-hospitals-mask-upgrade-appears-to-eliminate-covid-19-risk-to-staff
[1] https://www.cbc.ca/news/canada/ottawa/ottawa-covid-masks-protection-1.6053953
[1] https://twitter.com/masks4allCanada/status/1444832199304417285

Top URLs in Tweet in G4:
[18] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[4] https://www.thetimes.co.uk/article/tory-steve-dechans-276m-in-ppe-contracts-lands-him-a-place-in-the-country-zgbmmtn8q
[3] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic?CMP=Share_iOSApp_Other
[2] http://p.ss
[2] https://twitter.com/GoodLawProject/status/1445309726162620419
[1] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic
[1] https://jodatu.wordpress.com/2021/07/31/is-labours-proposed-policy-of-buy-make-and-sell-more-in-britain-much-ado-about-nothing-or-potentially-harmful-to-the-united-kingdoms-export-trade/
[1] https://twitter.com/margarethodge/status/1445683628067807236
[1] https://www.documentcloud.org/documents/21080373-report-exercise-alice-middle-east-respiratory-syndrome-15-feb-2016
[1] https://twitter.com/joegrowling/status/1445322391861800960

Top URLs in Tweet in G6:
[11] https://www.pc-koubou.jp/pc/game_ppe.php
[2] https://twitter.com/moeioripb/status/1446320764177711111
[1] https://twitter.com/saki_miyamoto/status/1445749277406294034
[1] https://mi-muse.mi-glamu.com/ppe
[1] http://pc-koubou.jp/pc/game_ppe.php
[1] https://twitter.com/modelpress/status/1446070854392053761
[1] https://www.youtube.com/watch?v=3SV-4qL68lM&feature=youtu.be

[1] https://twitter.com/moeioripb/status/1446342269196402690

Top URLs in Tweet in G7:
[13] https://www.youtube.com/watch?v=W7ErZpbLrrc&feature=youtu.be

[6] https://www.instagram.com/accounts/login/
[3] https://www.youtube.com/watch?v=qn2r67Fud2o&feature=youtu.be

[2] https://twitter.com/iam_treewi/status/1445184525449850881?s=09
[2] https://bit.ly/7ProjectINAPP
[2] https://n.news.naver.com/entertain/now/article/311/0001355939
[2] https://musicstation.kapook.com/view247378.html
[2] https://www.youtube.com/watch?v=YTjJNQOgj8k&feature=youtu.be

[2] https://www.youtube.com/watch?v=tQtdCBTcpR4&feature=youtu.be

[2] https://twitter.com/pjytaj/status/1445576946608328706

Top URLs in Tweet in G8:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F130584607116511%2Fposts%2F1958959357612351%2F

Top URLs in Tweet in G9:
[8] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[7] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[4] https://bit.ly/3a69C6S
[3] https://bit.ly/2ZPGsqP
[2] https://bit.ly/2Y8s2ku
[1] https://www.opendemocracy.net/en/dark-money-investigations/marketing-firm-given-40m-ppe-contract-made-staff-work-on-furlough/
[1] https://twitter.com/politicsjoe_uk/status/1445032358269313025
[1] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic?utm_term=5ad10ecdd2204e29a907cd18025d1c9f&utm_campaign=GuardianTodayUK&utm_source=esp&utm_medium=Email&CMP=GTUK_email
[1] https://twitter.com/guardian/status/1446200400160374792
[1] https://www.bbc.co.uk/programmes/b01rk3sk

Top URLs in Tweet in G10:
[2] http://ow.ly/lCiu50GkgNR
[2] https://twitter.com/NHSProviders/status/1445407235795034125
[1] https://twitter.com/covid_teachers/status/1445686931350720514
[1] https://twitter.com/nadhimzahawi/status/1445272540193214467
[1] https://www.hazards.org/infections/venting.htm
[1] https://twitter.com/hughes_eilir/status/1446368986434842635
[1] https://mobile.twitter.com/mishwoz/status/1436978630484168709
[1] https://twitter.com/nhsproviders/status/1445407235795034125
[1] https://www.authorea.com/users/421653/articles/527590-ffp3-respirators-protect-healthcare-workers-against-infection-with-sars-cov-2?commit=e567e67501cd6ee0dd1a6e8e4acdf2c4fd70e0ec
[1] https://bit.ly/3atFoLr

Top Domains
Top Domains in Tweet in Entire Graph:
[521] co.uk
[278] twitter.com
[76] glplive.org
[75] facebook.com
[74] theguardian.com
[45] goodlawproject.org
[43] co.za
[42] youtube.com
[35] pttplc.com
[33] bit.ly

Top Domains in Tweet in G1:
[94] twitter.com
[35] co.uk
[26] facebook.com
[24] theguardian.com
[8] bit.ly
[8] co.za
[5] yoursafetypal.com
[4] opendemocracy.net
[4] youtube.com
[4] apple.news

Top Domains in Tweet in G2:
[361] co.uk
[35] goodlawproject.org
[17] glplive.org
[11] twitter.com
[8] theguardian.com
[5] apple.news
[1] google.com
[1] x1safety.com
[1] facebook.com
[1] bmj.com

Top Domains in Tweet in G3:
[20] twitter.com
[2] ctvnews.ca
[2] theguardian.com
[2] cbc.ca
[1] canadastrongmasks.ca
[1] google.com
[1] albertahealthservices.ca

Top Domains in Tweet in G4:
[23] co.uk
[10] twitter.com
[7] theguardian.com
[2] p.ss
[2] apple.news
[1] wordpress.com
[1] documentcloud.org
[1] org.uk
[1] bylinetimes.com
[1] glplive.org

Top Domains in Tweet in G6:
[12] pc-koubou.jp
[5] twitter.com
[1] mi-glamu.com
[1] youtube.com

Top Domains in Tweet in G7:
[21] twitter.com
[21] youtube.com
[6] instagram.com
[3] bit.ly
[2] naver.com
[2] kapook.com
[2] youtu.be
[1] atimeonline.com
[1] spotify.com

Top Domains in Tweet in G8:
[1] facebook.com

Top Domains in Tweet in G9:
[9] bit.ly
[8] co.uk
[8] goodlawproject.org
[2] twitter.com
[1] opendemocracy.net
[1] theguardian.com
[1] msn.com
[1] glplive.org

Top Domains in Tweet in G10:
[8] twitter.com
[2] ow.ly
[1] hazards.org
[1] authorea.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[207] ppe
[133] cnblue
[80] ygletlisadoherwork
[73] covid19
[68] kdppe
[68] perthtanapon
[51] ppe_win
[42] captured
[36] bs2021
[35] teasermypuppylove



Top Hashtags in Tweet in G1:
[67] ppe
[36] bs2021
[11] covid19
[10] healthandsafety
[10] safetyfirst
[9] holocaustmemorialday
[9] mlk
[9] grenfelltower
[9] blacklivesmatters
[9] bidenharris

Top Hashtags in Tweet in G2:
[34] ppe
[13] pritipatel
[4] asbestos
[4] covid19
[3] torycorruption
[2] nhs
[2] tory
[2] papr
[2] rpb
[2] px5

Top Hashtags in Tweet in G3:
[41] captured
[17] bettermasksoct14
[13] ontario
[12] onted
[3] onpoli
[2] savelives
[2] factsmatter
[2] covidisairborne
[2] onedu
[2] ppe

Top Hashtags in Tweet in G4:
[10] torycorruption
[9] hs2
[9] ppe
[4] cygnus
[2] toriesout
[2] toryscum
[2] tories
[1] negligence
[1] covid19
[1] torycriminals

Top Hashtags in Tweet in G5:
[14] holdtheline
[1] dansnext
[1] covidiots
[1] matthew

Top Hashtags in Tweet in G6:
[51] ppe_win
[26] 伊織もえ
[26] えなこ
[3] rgbbuild
[3] ゲーミングpc
[2] 関西コレクション
[2] つんこ
[2] 人ç”ÿ詰んだを信じろ
[1] えなこ
[1] えなこ゚ん

Top Hashtags in Tweet in G7:
[132] cnblue
[66] kdppe
[66] perthtanapon
[33] teasermypuppylove
[25] 7project
[20] nightperstudio
[11] cnblue_comeback
[10] nightper
[10] perthppe
[10] tomorrow_x_together

Top Hashtags in Tweet in G8:
[1] yinyin_anw

Top Hashtags in Tweet in G9:
[4] bbcpapers
[4] tomorrowspaperstoday
[4] johnsonout
[1] sacklaurak
[1] tory
[1] lorddeighton
[1] cpc21
[1] bbcyourquestions
[1] serco
[1] deloitte

Top Hashtags in Tweet in G10:
[5] covid19
[2] heretohelp
[2] bettermasks
[2] n95s
[1] masks
[1] covidisairborne
[1] ppe
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[5566] ˆà
[4508] ppe
[2778] ãƒ
[2217] µà
[2160] šà
[1236] ªà
[1031] žà
[1027] æ
[950] ç
[870] ªã

Top Words in Tweet in G1:
[476] ppe
[128] ãƒ
[78] æ
[77] ˆà
[74] ç
[67] #ppe
[59] covid
[59] ù
[58] sa
[51] šà

Top Words in Tweet in G2:
[493] ppe
[445] goodlawproject
[380] tory
[380] firm
[369] worth
[368] contract
[365] handed
[365] 11m
[364] secret
[362] donor

Top Words in Tweet in G3:
[341] ppe
[171] imgrund
[115] teachers
[114] against
[112] superior
[88] union
[81] yorkoecta
[70] unions
[63] members
[59] october

Top Words in Tweet in G4:
[241] ppe
[87] trace
[68] tory
[67] borisjohnson
[67] track
[64] contracts
[57] rishisunak
[52] money
[44] corrupt
[42] people

Top Words in Tweet in G5:
[243] thermh
[243] icu
[243] busy
[243] snapping
[243] away
[243] team
[243] recently
[243] ordered
[243] polaroid
[243] camera

Top Words in Tweet in G6:
[1025] ãƒ
[571] ªã
[358] ç
[281] ϋ
[246] æ
[211] µã
[192] ppe
[183] ÿã
[152] šã
[141] âœ

Top Words in Tweet in G7:
[2568] ˆà
[1134] µà
[867] šà
[538] žà
[479] ªà
[342] Ĉ
[223] ψ
[132] #cnblue
[123] ÿà
[118] ì

Top Words in Tweet in G8:
[1083] ˆà
[436] šà
[432] 100
[217] µà
[216] ªà
[216] giveawaysâ
[216] bd
[216] ppe
[216] face
[216] shield

Top Words in Tweet in G9:
[101] ppe
[91] company
[85] opendemocracy
[74] made
[73] staff
[73] work
[60] covid
[47] contracts
[42] 40m
[40] last

Top Words in Tweet in G10:
[63] ppe
[25] staff
[18] control
[13] masks
[12] under
[12] supply
[11] n95s
[11] hospitals
[11] one
[10] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1920] ˆà,ˆà
[1453] ãƒ,ãƒ
[1260] µà,ˆà
[899] ˆà,µà
[799] ˆà,šà
[543] ªà,ˆà
[514] ppe,contract
[501] šà,ˆà
[477] tory,donor
[474] handed,tory

Top Word Pairs in Tweet in G1:
[66] ãƒ,ãƒ
[31] ù,ù
[29] covid,19
[24] sa,mga
[23] mga,frontliner
[19] ˆà,šà
[19] full,ppe
[18] ppe,contract
[18] contact,tracing
[16] šà,ˆà

Top Word Pairs in Tweet in G2:
[368] ppe,contract
[365] contract,handed
[365] handed,tory
[365] firm,worth
[365] worth,11m
[362] secret,ppe
[362] tory,donor
[362] donor,firm
[357] 11m,independent
[351] goodlawproject,secret

Top Word Pairs in Tweet in G3:
[87] superior,ppe
[57] october,14th
[54] proper,ppe
[42] imagine,being
[42] ppe,members
[41] being,union
[41] union,fighting
[41] fighting,against
[41] against,proper
[41] members,#captured

Top Word Pairs in Tweet in G4:
[55] track,trace
[51] ppe,contracts
[34] peston,rishisunak
[32] frankluntz,borisjohnson
[32] borisjohnson,think
[32] think,stupid
[32] stupid,twat
[32] twat,mate
[32] mate,lying
[32] lying,vacuous

Top Word Pairs in Tweet in G5:
[243] icu,busy
[243] busy,snapping
[243] snapping,away
[243] away,team
[243] team,recently
[243] recently,ordered
[243] ordered,polaroid
[243] polaroid,camera
[243] camera,take
[243] take,photos

Top Word Pairs in Tweet in G6:
[494] ãƒ,ãƒ
[204] µã,ãƒ
[132] ç,ªã
[109] œã,žã
[109] žã,œã
[106] リãƒ,ãƒ
[106] ªã,šã
[105] ªã,œã
[105] œã,µã
[105] šã,æ

Top Word Pairs in Tweet in G7:
[905] ˆà,ˆà
[612] µà,ˆà
[355] ˆà,µà
[316] ˆà,šà
[272] šà,ˆà
[225] ˆà,žà
[186] ˆà,ªà
[160] šà,šà
[151] žà,ˆà
[147] žà,µà

Top Word Pairs in Tweet in G8:
[432] ˆà,ˆà
[217] µà,ˆà
[217] ˆà,šà
[216] ªà,ˆà
[216] ˆà,µà
[216] ˆà,giveawaysâ
[216] giveawaysâ,bd
[216] bd,ˆà
[216] šà,ppe
[216] ppe,100

Top Word Pairs in Tweet in G9:
[73] made,staff
[73] staff,work
[53] opendemocracy,company
[38] company,won
[38] won,40m
[38] 40m,covid
[38] covid,contracts
[38] contracts,made
[38] work,œflat
[38] œflat,outâ

Top Word Pairs in Tweet in G10:
[10] weekly,ppe
[10] ppe,supply
[10] supply,update
[10] update,vic
[10] vic,n95s
[10] n95s,supplies
[10] supplies,coming
[10] coming,under
[10] under,pressure
[10] pressure,metro

Top Replied-To
Top Replied-To in Entire Graph:
@ppe_ee825
@imgrund
@yorkoecta
@format_ppe
@monyo_ppe
@ppe_ppo
@mballs_ppe_nl
@nao_ppe_
@fai_ppe
@realsexycyborg

Top Replied-To in G1:
@warknott

Top Replied-To in G2:
@bydonkeys
@goodlawproject
@jujuliagrace
@mancunianmedic
@caitlinmoran
@azrael_waits
@rockywasyer
@cree_hay
@iandonald_psych
@aj101east

Top Replied-To in G3:
@imgrund
@yorkoecta
@oectaprov
@colindmello
@martin91821
@doctorsdilemma
@demandsbetter
@sct19840
@sflecce
@barryhunt008

Top Replied-To in G4:
@skynews
@peston
@borisjohnson
@rishisunak
@gbnews
@gmb
@photographerxa
@pippacrerar
@drhicksbakers
@davidheniguk

Top Replied-To in G5:
@brettmasonau
@natsam09
@catherine___c
@myfirstcousin
@pedroswift66
@jjkale2
@robkhouri
@saint_ted3
@thermh

Top Replied-To in G6:
@beko_ppe
@moeioripb
@yoshida_saki
@enareina
@as1014ym1014191
@6_h662e_218e1f3
@yutaka_711
@tsunko_p
@boshi_haru_ren
@dumb_situp

Top Replied-To in G7:
@perthppe
@bplannnnn
@enhypen
@mindmild18
@crushonperth
@aloneww
@bb0un
@popcrave
@mylifeforrose
@lalisaiove

Top Replied-To in G9:
@bbcbreakfast
@bbcnews
@njwaterdales
@schofielstuart
@nicsadventure
@richardinleedss
@hammer92183283
@ceooutspoken
@norfolklife_
@markfootball7

Top Replied-To in G10:
@kprather88
@mishwoz
@lcwf_tbk
@ritchiejune
@hazardscampaign
@drtomlinsonep
@sonic_83tx
@vicausmidwife
@njbbari3
@drgregkelly

Top Mentioned
Top Mentioned in Entire Graph:
@goodlawproject
@thermh
@jubjang_lopburi
@imgrund
@yodoctoryo
@theskinsensei
@milkyportic
@billkinbasket
@kokoro777pp

Top Mentioned in G1:
@bastard_bot87
@infoceutacom
@kwokscholars
@harkieglobal
@gigifionder
@rudamans

Top Mentioned in G2:
@goodlawproject
@govuk
@bydonkeys
@glasgowloveseu
@easycouncil
@irenegarth1946
@watters_nrgsuk
@mancunianmedic
@cocolocopz
@caitlinmoran

Top Mentioned in G3:
@imgrund
@yorkoecta
@masks4allcanada
@ppetoheros
@deejcane
@fordnation
@hurleyochucupe
@talk2oleary
@jvipondmd
@alicechiavi

Top Mentioned in G4:
@borisjohnson
@rishisunak
@russincheshire
@frankluntz
@peston
@conservatives
@russellengland
@gbnews
@kamranabbasi
@matthancock

Top Mentioned in G5:
@thermh
@jjkale2
@_nic_lee
@scottmorrisonmp
@catherine___c
@magpie1954nbird
@myfirstcousin
@prguy17
@clavikul
@tanya_plibersek

Top Mentioned in G6:
@kokoro777pp
@enako_cos
@yokyu_n
@moeioripb
@saki_miyamoto
@yoshida_saki
@manatsukin
@moe_five
@tsunko_p

Top Mentioned in G7:
@perthppe
@ppetrends
@nightperstudio
@crushonperth
@perthoffgun_mm
@perthplangun
@perthhome_cn
@enhypen_members
@mindmild18
@aloneww

Top Mentioned in G8:
@jubjang_lopburi
@yinyin_anw

Top Mentioned in G9:
@opendemocracy
@louiserawauthor
@covidjusticeuk
@bbcnews
@timcolbourn
@goodlawproject
@bbcbreakfast
@olwyn_55
@daisybelll
@charinikarma

Top Mentioned in G10:
@andrewhewat
@hazardscampaign
@njbbari3
@drkate_miller
@dhscgovuk
@who
@drtomlinsonep
@mjb302
@mishwoz
@kprather88

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@famima_now
@housefoods_now
@threadreaderapp
@berkleybearnews
@premiummalts_jp
@bella623
@aldak_ko
@independent
@miyagimaija

Top Tweeters in G1:
@berkleybearnews
@agenparl
@vg123e
@jnt_96
@feed_stocks
@caravaggio12
@davidheadviews
@ktkatoy
@mlvalentino1
@atagoval

Top Tweeters in G2:
@mstkindeed
@petermccue1
@hawkins_carole
@cristinaprkr
@kingsmeadmrt
@kingking3107
@londonyc
@sallymos
@osmotheque78000
@ajenglish

Top Tweeters in G3:
@joannecangal
@pqpolitics
@meeksvs
@suepeac
@natricer
@dianneathome
@kathy73921688
@meredithheron
@sunnydays180
@cmusician

Top Tweeters in G4:
@sandradunn1955
@allchanges
@guardian
@tartancobweb
@heidiec5
@camz99
@thestephenralph
@spanishdan1
@skynews
@cleggy261

Top Tweeters in G5:
@angelakorras
@darylgibson
@drrimmer
@michaelpurvis64
@jrehnj
@alanjmitchell_
@lizdolphinfluff
@xskinn
@tttezzz
@elliemail

Top Tweeters in G6:
@aldak_ko
@_y3oa
@kusumi05933018
@luigium
@monmon923
@siro_r20
@mogatanpo
@helland_heaven
@iamghostalesana
@n310_____

Top Tweeters in G7:
@horamiji
@bumbimknok
@weepingwilow88
@fahsxp
@kapookdotcom
@18aprril
@pjytaj
@boonzoonlee
@tkmmtrigon
@for7lfamirycat

Top Tweeters in G8:
@cin_nir
@jumejk97
@sassbaekk
@kungnang2121
@yanisa25421
@tookkadui
@ncgs63e1ytga54a
@oxsay_sh1
@preedaporn_f
@mempantt

Top Tweeters in G9:
@thefabledaesop
@xraypat
@suegray834
@marionste
@bbcnews
@irisstylosa
@lindyyorkslass
@terryelaineh1
@brookebay21
@steph80335

Top Tweeters in G10:
@lolamotz
@cheekyswinematt
@oldenaturalist
@fluxcapdoodah
@ajogee
@lcwf_tbk
@rogerkline
@flowermusickids
@happyhexer
@hoppysaul