PPE, Twitter, 11/20/2020 3:05:29 PM, 241929


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PPE_2020-11-20_01-17-49.xlsx
PPE_2020-11-20_01-17-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
PPE via NodeXL https://bit.ly/2UMh27u
@jjpearso64
@craigbrownmd
@jaymitchinson
@sharestruth
@joebiden
@realdonaldtrump
@senatemajldr
@jolyonmaugham
@democracynow
@realtuckfrumper

Top hashtags:
#ppe
#covid19
#kdppe
#perthtanapon
#masks
#sales
#mba
#medtwitter

Description:
Description
The graph represents a network of 9,444 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, 20 November 2020 at 09:28 UTC.

The requested start date was Friday, 20 November 2020 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, 2-hour, 16-minute period from Tuesday, 17 November 2020 at 03:20 UTC to Thursday, 19 November 2020 at 05:37 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 : 9444
Unique Edges : 5843
Edges With Duplicates : 11160
Total Edges : 17003
Number of Edge Types : 5
Replies to : 1562
Retweet : 5118
MentionsInRetweet : 6407
Tweet : 1473
Mentions : 2443
Self-Loops : 1518
Reciprocated Vertex Pair Ratio : 0.00796324655436447
Reciprocated Edge Ratio : 0.0158006684898207
Connected Components : 1557
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 3797
Maximum Edges in a Connected Component : 8740
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.885967
Graph Density : 0.000110709061430712
Modularity : 0.590595
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,444 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, 20 November 2020 at 09:28 UTC.

The requested start date was Friday, 20 November 2020 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, 2-hour, 16-minute period from Tuesday, 17 November 2020 at 03:20 UTC to Thursday, 19 November 2020 at 05:37 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:
[71] https://www.politicususa.com/2020/11/18/biden-trunp-ppe.html
[33] https://www.bbc.co.uk/news/uk-54974373
[32] https://www.nao.org.uk/report/government-procurement-during-the-covid-19-pandemic/?slide=1
[19] https://www.businessinsider.com/coronavirus-david-perdue-bought-stock-company-producing-ppe-after-briefing-2020-4
[17] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals
[15] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals?CMP=share_btn_tw
[14] https://www.dailymail.co.uk/news/article-8959889/The-18bn-coronavirus-PPE-fiasco.html
[10] https://www.dailymail.co.uk/news/article-8959889/The-18bn-coronavirus-PPE-fiasco.html?ito=social-twitter_dailymailUK
[10] https://bylinetimes.com/2020/11/18/procurement-uk-government-report-coronavirus-national-audit-office-ppe/
[10] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals?CMP=Share_iOSApp_Other

Top URLs in Tweet in G1:
[32] https://www.nao.org.uk/report/government-procurement-during-the-covid-19-pandemic/?slide=1
[22] https://www.bbc.co.uk/news/uk-54974373
[11] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals
[8] https://www.crowdjustice.com/case/the-jeweller-middleman-ppe/
[8] https://bylinetimes.com/2020/11/18/procurement-uk-government-report-coronavirus-national-audit-office-ppe/
[3] https://www.theguardian.com/world/2020/nov/17/businessman-gabriel-gonzalez-andersson-paid-taxpayer-cash-for-securing-nhs-ppe?CMP=share_btn_tw
[3] https://bylinetimes.com/2020/11/18/plymouth-exclusive-brethren-ppe-contracts-uk-government/
[3] https://www.politicshome.com/news/article/cannabis-research-firm-ppe-coronavirus
[3] https://ft.trib.al/w2ZVbQi
[3] https://www.bbc.com/news/uk-54974373

Top URLs in Tweet in G3:
[9] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals?CMP=Share_iOSApp_Other
[7] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals?CMP=share_btn_tw
[5] https://www.dailymail.co.uk/news/article-8959889/The-18bn-coronavirus-PPE-fiasco.html
[5] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals?CMP=Share_AndroidApp_Other
[5] https://twitter.com/joebiden/status/1329225376581652480
[3] https://twitter.com/iam_labs/status/1328368624524922880
[3] https://www.theguardian.com/politics/2020/nov/18/ppe-suppliers-with-political-ties-given-high-priority-status-report-reveals
[3] https://www.instagram.com/accounts/login/
[3] https://www.politicususa.com/2020/11/18/biden-trunp-ppe.html
[2] https://twitter.com/jhadsaya/status/1328555495142002689

Top URLs in Tweet in G4:
[3] https://www.businessinsider.com/coronavirus-david-perdue-bought-stock-company-producing-ppe-after-briefing-2020-4
[1] https://on.msnbc.com/2KkXQMl
[1] https://twitter.com/politicussarah/status/1329251795990962177
[1] https://www.vox.com/policy-and-politics/2020/4/1/21202900/kelly-loeffler-stock-sales-coronavirus-pandemic
[1] https://twitter.com/realDonaldTrump/status/1329233502139715586
[1] https://twitter.com/Grumpi/status/1329099646954840068
[1] https://www.usatoday.com/story/news/politics/2020/11/18/biden-hears-firefighters-nurses-how-combat-covid-19/3764242001/
[1] https://www.newyorker.com/magazine/2020/09/28/a-young-kennedy-in-kushnerland-turned-whistle-blower
[1] https://khn.org/morning-breakout/former-white-house-aide-got-3m-mask-contract-to-supply-navajo-hospitals-days-after-creating-ppe-firm/
[1] https://navajotimes.com/biz/almost-in-ruins-limited-access-to-covid-19-relief-ppe-leaves-businesses-struggling/

Top URLs in Tweet in G5:
[1] https://twitter.com/courtneyltanner/status/1329272750079320065?s=21
[1] https://twitter.com/royblunt/status/1329200790846771200

Top URLs in Tweet in G6:
[2] https://nypost.com/2020/05/08/trump-sends-another-large-shipment-of-coronavirus-ppe-to-new-york/
[1] https://twitter.com/jbaldwin/status/1329285718556946433
[1] http://austintexas.gov/ppe
[1] https://labdownunder.com/australian-icus-lacked-ppe-preparedness-as-covid-19-pandemic-began-study-finds/
[1] https://business.moglix.com/urban-company-packaging-case-study/
[1] https://twitter.com/ReneeSm54734667/status/1329084817858727942
[1] https://twitter.com/UnemploymentPUA/status/1329118676927168512
[1] https://nypost.com/2020/04/05/trump-admin-weighs-legal-action-over-alleged-chinese-hoarding-of-ppe/
[1] https://nypost.com/2020/04/02/feds-distribute-200k-n95-masks-seized-from-coronavirus-hoarder/
[1] https://twitter.com/AOC/status/1322556707902554119?s=20

Top URLs in Tweet in G7:
[4] https://www.instagram.com/accounts/login/
[2] https://www.youtube.com/watch?v=Mp6kVKc2Nw8&feature=youtu.be

[2] https://www.dailynews.co.th/entertainment/807282
[1] https://twitter.com/AgnesOng12/status/1328352474441293832
[1] https://simsetthi.com/magicofwinter/
[1] https://twitter.com/saintsup12345/status/1327953966416625668
[1] https://twitter.com/today0237/status/1327945452390518786

Top URLs in Tweet in G8:
[9] https://www.dailymail.co.uk/news/article-8959889/The-18bn-coronavirus-PPE-fiasco.html?ito=social-twitter_dailymailUK
[2] https://www.democracynow.org/2020/11/17/frontline_healthcare_workers_ppe
[1] https://www.nytimes.com/2020/11/16/health/coronavirus-celine-gounder-biden.html
[1] https://bit.ly/3nun1u4
[1] https://truthout.org/video/hospitals-are-still-unprepared-and-lack-ppe-after-9-months-of-pandemic/
[1] https://truthout.org/video/hospitals-are-still-unprepared-and-lack-ppe-after-9-months-of-pandemic/?utm_campaign=Truthout+Share+Buttons

Top Domains
Top Domains in Tweet in Entire Graph:
[369] twitter.com
[132] co.uk
[71] politicususa.com
[65] theguardian.com
[48] marketserengeti.com
[36] org.uk
[33] bylinetimes.com
[25] youtube.com
[22] businessinsider.com
[14] abc7news.com

Top Domains in Tweet in G1:
[37] co.uk
[35] org.uk
[34] twitter.com
[27] bylinetimes.com
[21] theguardian.com
[11] crowdjustice.com
[4] goodlawproject.org
[4] bbc.com
[3] politicshome.com
[3] trib.al

Top Domains in Tweet in G3:
[140] twitter.com
[29] co.uk
[28] theguardian.com
[5] bylinetimes.com
[4] businessinsider.com
[3] instagram.com
[3] com.au
[3] politicususa.com
[2] democracynow.org
[2] cnn.com

Top Domains in Tweet in G4:
[5] twitter.com
[3] businessinsider.com
[1] msnbc.com
[1] vox.com
[1] usatoday.com
[1] newyorker.com
[1] khn.org
[1] navajotimes.com
[1] house.gov

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] nypost.com
[1] austintexas.gov
[1] labdownunder.com
[1] moglix.com
[1] politico.com

Top Domains in Tweet in G7:
[4] instagram.com
[3] twitter.com
[2] youtube.com
[2] co.th
[1] simsetthi.com

Top Domains in Tweet in G8:
[9] co.uk
[2] truthout.org
[2] democracynow.org
[1] nytimes.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[266] ppe
[197] covid19
[65] kdppe
[61] perthtanapon
[58] masks
[40] sales
[40] mba
[39] medtwitter
[38] business
[38] money



Top Hashtags in Tweet in G1:
[55] ppe
[19] nhs
[9] newsnight
[9] torycorruption
[5] pmqs
[4] sercotestandtrace
[4] bbcnews
[4] covid19
[4] excludeduk
[3] brexit

Top Hashtags in Tweet in G2:
[2] ม็อบ18พฤศจิกา

Top Hashtags in Tweet in G3:
[32] ppe
[10] covid19
[4] covid
[3] masks
[2] mask
[2] glove
[2] nitrile
[2] georgia
[2] coronavirus
[2] covid_19

Top Hashtags in Tweet in G4:
[3] ppe
[2] asromeburnednerotweeted
[2] s
[2] trumpliedpeopledied
[2] executiveorder
[1] resign
[1] trumpisanationaldisgrace
[1] pandemicresponseteam
[1] trumpvirusdeathtoll252k
[1] byedon

Top Hashtags in Tweet in G6:
[11] covid19
[6] ppe
[3] purplepower
[3] stimuluscheck
[1] health
[1] mongolia
[1] pollution
[1] strengtheningrelationships
[1] face
[1] maskup

Top Hashtags in Tweet in G7:
[63] kdppe
[59] perthtanapon
[21] cnblue
[15] thatswhyilovemean
[15] then_now_and_forever
[13] re_code
[12] เจ้าความรัก
[11] prem_space
[11] 씨엔블루
[11] 과거현재미래

Top Hashtags in Tweet in G8:
[3] ppe
[1] kbf
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[4934] ppe
[961] covid
[700] อ
[678] n95
[666] ปกรณ
[660] ผ
[660] ถ
[654] าน
[653] งม
[652] เหล

Top Words in Tweet in G1:
[935] ppe
[251] report
[224] jolyonmaugham
[219] government
[204] national
[202] audit
[201] office
[172] procurement
[160] contracts
[152] bylinetimes

Top Words in Tweet in G2:
[609] ปกรณ
[609] disposible
[608] าก
[607] ทางภาค
[607] แพทย
[607] และพยาบาลต
[607] องการอ
[607] เหล
[607] าน
[607] จำนวนมาก

Top Words in Tweet in G3:
[489] ppe
[81] covid
[46] masks
[40] people
[38] more
[34] still
[33] wearing
[32] #ppe
[32] trump
[30] workers

Top Words in Tweet in G4:
[186] ppe
[118] realdonaldtrump
[70] trump
[33] covid
[28] people
[25] president
[25] virus
[25] states
[24] justin_hart
[24] medical

Top Words in Tweet in G5:
[224] ppe
[215] wearing
[212] full
[211] craigbrownmd
[210] care
[209] collapsed
[209] arms
[209] broken
[209] held
[209] crying

Top Words in Tweet in G6:
[143] ppe
[106] joebiden
[34] workers
[31] masks
[27] needs
[26] small
[26] ppp
[25] biz
[24] more
[24] kamalaharris

Top Words in Tweet in G7:
[95] ก
[93] น
[63] #kdppe
[62] ร
[59] บ
[59] ส
[59] #perthtanapon
[57] ม
[54] พ
[51] อ

Top Words in Tweet in G8:
[93] covid
[56] schools
[56] essential
[55] apoorva_nyc
[55] things
[54] advisors
[53] biden
[53] harris
[53] guide
[53] ideas

Top Words in Tweet in G9:
[103] sharestruth
[102] cases
[101] trump
[101] never
[101] actually
[101] activated
[101] defense
[101] production
[101] act
[101] believe

Top Words in Tweet in G10:
[106] million
[104] state
[103] instead
[103] spending
[103] wisconsin
[103] throw
[103] black
[103] voter
[103] ballots
[103] trump

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[648] ถ,งม
[644] องการอ,ปกรณ
[644] ปกรณ,เหล
[644] เหล,าน
[644] งม,อ
[644] อ,disposible
[644] disposible,size
[644] size,xl
[644] xl,ผ
[644] ผ,าก

Top Word Pairs in Tweet in G1:
[202] national,audit
[200] audit,office
[120] ppe,procurement
[106] go,between
[104] office,report
[94] procurement,scandal
[85] ppe,contracts
[84] report,national
[83] paid,21m
[80] report,ppe

Top Word Pairs in Tweet in G2:
[607] ทางภาค,แพทย
[607] แพทย,และพยาบาลต
[607] และพยาบาลต,องการอ
[607] องการอ,ปกรณ
[607] ปกรณ,เหล
[607] เหล,าน
[607] าน,จำนวนมาก
[607] จำนวนมาก,ถ
[607] ถ,งม
[607] งม,อ

Top Word Pairs in Tweet in G3:
[22] covid,19
[15] wearing,ppe
[15] suppliers,political
[15] political,ties
[14] full,ppe
[14] ppe,suppliers
[14] ties,given
[14] given,'high
[14] 'high,priority'
[14] priority',status

Top Word Pairs in Tweet in G4:
[24] realdonaldtrump,justin_hart
[17] trump,lost
[16] warp,speed
[16] lost,coronavirus
[16] coronavirus,war
[16] war,february
[15] president,trump
[13] operation,warp
[11] ppe,medical
[11] february,cases

Top Word Pairs in Tweet in G5:
[209] wearing,ppe
[209] ppe,care
[209] care,collapsed
[209] collapsed,arms
[209] arms,broken
[209] broken,held
[209] held,crying
[209] crying,full
[208] craigbrownmd,wearing
[208] full,minu

Top Word Pairs in Tweet in G6:
[25] joebiden,small
[25] small,biz
[25] biz,needs
[25] needs,ppp
[25] ppp,ppe
[24] sruhle,joebiden
[9] frontline,workers
[9] health,care
[9] healthcare,workers
[9] slim_reaper2k,joebiden

Top Word Pairs in Tweet in G7:
[40] #kdppe,#perthtanapon
[17] #perthtanapon,#kdppe
[14] าความร,ก
[12] #เจ,าความร
[12] ก,แปลน
[12] แปลน,จ
[12] จ,มพ
[12] งเอ,ญร
[11] เพ,ร
[11] #cnblue,#씨엔블루

Top Word Pairs in Tweet in G8:
[56] schools,essential
[53] biden,harris
[53] harris,advisors
[53] advisors,guide
[53] guide,things
[53] things,covid
[53] covid,ideas
[53] ideas,schools
[53] essential,service
[52] apoorva_nyc,biden

Top Word Pairs in Tweet in G9:
[101] trump,never
[101] never,actually
[101] actually,activated
[101] activated,defense
[101] defense,production
[101] production,act
[101] act,believe
[101] believe,massive
[101] massive,cases
[101] cases,still

Top Word Pairs in Tweet in G10:
[103] instead,spending
[103] spending,million
[103] million,wisconsin
[103] wisconsin,throw
[103] throw,black
[103] black,voter
[103] voter,ballots
[103] ballots,trump
[103] trump,send
[103] send,state

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@realdonaldtrump
@senatemajldr
@vicky_dollysmom
@cnn
@kamalaharris
@ivankatrump
@scrowder
@jolyonmaugham
@mike_pence

Top Replied-To in G1:
@jolyonmaugham
@bbclaurak
@haggis_uk
@keir_starmer
@peterjukes
@writesbright
@drrosena
@borisjohnson
@treflesg
@hindu_british

Top Replied-To in G3:

Top Replied-To in G4:
@realdonaldtrump
@ivankatrump
@mike_pence
@whitehouse
@lindseygrahamsc
@johncardillo
@andyintoont
@marcorubio
@teamtrump
@brentgrab

Top Replied-To in G5:
@govinslee
@janetkay2012
@queenreba63
@mikebarnicle
@schnoidtown
@burgessev
@sharpbriz
@craigbrownmd

Top Replied-To in G6:
@joebiden
@kamalaharris
@ourslercm
@haterdomuca
@senkamalaharris
@probsolvecaucus
@pretsky35
@kate18660449
@paullan21302272
@c3rem0ny

Top Replied-To in G7:
@wine_zorory
@moo_katoon_ppe
@52squared_
@jerrynguyen1811
@iam_lazysheep
@titlekplee
@gunnapatn
@cooheartt
@aangel_ppe
@miejung_

Top Replied-To in G8:
@drbonillaonc
@nursekelsey
@apoorva_nyc

Top Replied-To in G9:
@jim_jordan
@sharestruth
@barbaramain07
@marshablackburn
@demnevada

Top Replied-To in G10:
@vickerysec

Top Mentioned
Top Mentioned in Entire Graph:
@mobandcomp
@jolyonmaugham
@craigbrownmd
@bylinetimes
@sharestruth
@andwerth
@realdonaldtrump
@goodlawproject
@kurteichenwald
@joebiden

Top Mentioned in G1:
@jolyonmaugham
@bylinetimes
@goodlawproject
@marinanigrelli
@borisjohnson
@thatginamiller
@naoorguk
@michaelgove
@bbcbreaking
@writesbright

Top Mentioned in G2:
@mobandcomp
@nezuprincipal11

Top Mentioned in G3:
@meemington
@amateurebutter
@eddie_chaffin
@ikelaru
@sloughbusiness
@bitchylibera_l
@lojah

Top Mentioned in G4:
@realdonaldtrump
@justin_hart
@whitehouse
@potus
@ipittythefool77
@ungerbn103
@andrewhittgop
@murray_nyc
@mike_pence
@ivankatrump

Top Mentioned in G5:
@craigbrownmd
@burgessev
@schnoidtown
@ashishkjha
@govinslee
@idmod_org
@waparamountduty
@kstaff1
@royblunt
@frankbruni

Top Mentioned in G6:
@joebiden
@sruhle
@gop
@kamalaharris
@nationalnurses
@slim_reaper2k
@hcahealthcare
@researchmed
@housegop
@housedemocrats

Top Mentioned in G7:
@perthppe
@ppetrends
@aloneww
@prem_space
@gunnapatn
@titlekplee
@schinarat
@zaanookjukkroww
@tookjyh
@kingdomppeinter

Top Mentioned in G8:
@apoorva_nyc
@democracynow
@dailymailuk
@celinegounder
@infectiousdz
@an_leavy
@nursekelsey
@britainfree
@plumprofessora
@justin_hart

Top Mentioned in G9:
@sharestruth
@laytenitecoffee
@marshablackburn
@jim_jordan
@craigbrownmd
@noeltruth
@snickold
@bellasmrtdem
@jhutchligonier
@demnevada

Top Mentioned in G10:
@andwerth
@mrjoncryer
@stephanie_in_sd
@vickerysec

Top Tweeters
Top Tweeters in Entire Graph:
@famima_reply
@famima_now
@caramelcorn1971
@tesco
@alerttrade
@ejlazar
@solutioneer72
@thereal_rebel
@britpoptarts
@iam__network

Top Tweeters in G1:
@tesco
@hazelglasgow
@wildwillow65
@jpjanson
@curiocat13
@leocullen4
@dr_shibley
@childofalba
@pingachoo
@goddess1345

Top Tweeters in G2:
@bubucuteness01
@rungiris
@mepoppykz
@iam_chocom
@s98729
@witchminnie
@oil_jirayu
@iimsmll
@uzosou
@fany_holic

Top Tweeters in G3:
@alerttrade
@prpnews
@omen_syria
@omukainoinu
@sodutw
@kellyclelland1
@artytrace
@worldnewstweet_
@quick13
@parvez1

Top Tweeters in G4:
@foxnews
@lltwing
@veggie64_leslie
@realmattcouch
@thalmearcreq
@lauferlaw
@islandlife2014
@msnbc
@neontaster
@ungerbn103

Top Tweeters in G5:
@sheiladecker19
@ecclesias
@npsusa
@bellablue1060
@m5b1tch
@lawbibliophile
@weskusgogga
@the_lady_red
@kdl0888
@ruthmkb

Top Tweeters in G6:
@markhigbee
@teram323tere
@monicarivpin
@berlidge
@lalate
@ukexpat19
@orangeorchards
@skynewsaust
@connie_rodeconn
@mamatealrose

Top Tweeters in G7:
@memorylovelove
@schinarat
@welleriann
@mame12938
@dpfdpavhs
@52squared_
@gudehom
@md_ppe
@hotheadedcat
@ys_ppe

Top Tweeters in G8:
@astwisa
@ungubunugu1274
@amyayers16
@laura78703
@keithmfitz
@bernardmceldown
@metooidissent
@dailymailuk
@burritojustice
@pepperpear

Top Tweeters in G9:
@jamestoupin
@barbaramain07
@cynicalvision50
@amandanonumbers
@loreyjeanene
@other95
@davidabatchelor
@gperry70
@suepafan
@leonardhougham

Top Tweeters in G10:
@jrweaver55
@ronpyke
@mdtoorder
@osekita
@annemariehams
@v2aggie2
@santo_aol
@daniel_anyanate
@mrjoncryer
@amorenomore