PPE, Twitter, 2/7/2021 1:14:59 AM, 247235


FAQ | Problem?

PPE_2021-02-05_01-17-49.xlsx
PPE_2021-02-05_01-17-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2021
Short Description:
PPE via NodeXL https://bit.ly/3jo3BGz
@jujuliagrace
@borisjohnson
@goodlawproject
@carolinelucas
@trackntracer
@matthancock
@se25a
@dalbideu
@shaunlintern
@truthfulunicor1

Top hashtags:
#รู้หน้าไม่รู้วัยใครอ่อน
#kdppe
#perthtanapon
#teaserเหตุผลที่ฉันไม่กลับมา
#ppe

Description:
Description
The graph represents a network of 8,048 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, 05 February 2021 at 09:25 UTC.

The requested start date was Friday, 05 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, 46-minute period from Tuesday, 02 February 2021 at 12:02 UTC to Thursday, 04 February 2021 at 13:48 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 : 8048
Unique Edges : 4805
Edges With Duplicates : 11960
Total Edges : 16765
Number of Edge Types : 5
Retweet : 5080
MentionsInRetweet : 6213
Mentions : 2087
Replies to : 1439
Tweet : 1946
Self-Loops : 1979
Reciprocated Vertex Pair Ratio : 0.0188117633051554
Reciprocated Edge Ratio : 0.0369288301974991
Connected Components : 1433
Single-Vertex Connected Components : 439
Maximum Vertices in a Connected Component : 2034
Maximum Edges in a Connected Component : 4671
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.787671
Graph Density : 0.000132129430450971
Modularity : 0.521074
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,048 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, 05 February 2021 at 09:25 UTC.

The requested start date was Friday, 05 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, 46-minute period from Tuesday, 02 February 2021 at 12:02 UTC to Thursday, 04 February 2021 at 13:48 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:
[99] https://www.youtube.com/watch?v=3gsFHMMSuLI&feature=youtu.be

[42] https://www.independent.co.uk/news/health/covid-coughing-study-agp-aerosol-b1797358.html
[32] https://ppe-game-3m8jhowmj.vercel.app/
[27] https://www.instagram.com/accounts/login/
[27] https://thenewdaily.com.au/news/2021/02/03/twiggy-forest-covid-tests/
[17] https://toyokeizai.net/articles/-/408771
[13] https://actionnetwork.org/forms/recover-the-money-wasted-on-duff-ppe?source=twitter&
[13] https://www.youtube.com/watch?v=17uT34yK24Q&feature=youtu.be

[12] https://finance.yahoo.com/news/kronos-advanced-technologies-accept-dogecoin-111800661.html
[11] https://www.theguardian.com/world/2021/feb/03/covid-coughing-study-suggests-nhs-staff-at-far-greater-risk-than-thought

Top URLs in Tweet in G1:
[4] https://www.independent.co.uk/news/uk/home-news/covid-uk-ppe-containers-suffolk-nhs-b1760678.html
[2] https://www.theguardian.com/world/2021/feb/03/covid-coughing-study-suggests-nhs-staff-at-far-greater-risk-than-thought
[2] https://twitter.com/JolyonMaugham/status/1354358264314654722
[2] https://www.theguardian.com/world/2021/feb/03/covid-coughing-study-suggests-nhs-staff-at-far-greater-risk-than-thought?CMP=share_btn_tw
[1] https://gov2.uk/
[1] https://rcslt.eaction.org.uk/ppe?fbclid=IwAR20cajsu89HUBQ5CKuo1VIu7C76Z5w3a2zFFSahz4V9ZVbSa0_x-NxKQB4
[1] https://gmb.org.uk/sites/default/files/DHSC-letter-PPE-Health-Social-Care-120121.pdf
[1] https://www.rcn.org.uk/news-and-events/news/uk-higher-level-ppe-protect-against-new-variant-covid-19-050121
[1] https://twitter.com/lawtontri/status/1357244926384349187
[1] https://nursingnotes.co.uk/news/research/coughing-is-a-is-a-potent-generator-of-aerosols-concludes-study/

Top URLs in Tweet in G2:
[10] https://www.rainbowbeachsafetysupplies.com.au
[4] https://thenewdaily.com.au/news/2021/02/03/twiggy-forest-covid-tests/
[4] https://17.live/profile/u/da29c1c8-dbb3-4198-9d02-59c8dccf33c9?lang=ja&pid=InappShare&af_c_id=profilepage
[3] https://www.huffingtonpost.ca/entry/ppe-question-period_ca_6019ad61c5b6c2d891a3eac3?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[3] https://www.latimes.com/california/story/2021-02-03/la-healthcare-workers-cope-covid-mental-health-toll
[3] https://www.independent.co.uk/news/health/covid-coughing-study-agp-aerosol-b1797358.html
[2] https://www.instagram.com/accounts/login/
[2] https://twitter.com/breeallegretti/status/1356904251864330240
[2] https://piplsay.com/the-growing-plastic-menace-are-britons-conscious-enough/?utm_source=Twitter&utm_medium=Image&utm_campaign=PlasticPollutionUK
[2] https://twitter.com/craz33sufri/status/1356852245799739394

Top URLs in Tweet in G3:
[30] https://ppe-game-3m8jhowmj.vercel.app/
[17] https://www.instagram.com/accounts/login/
[5] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzenseentertainment%2Fposts%2F4167694159927158
[4] https://instagram.com/stories/pauseandplayofficial/2501635955283377774?igshid=1paurxpc30zm
[4] https://m.facebook.com/story.php?story_fbid=472139094151304&id=109656110399606
[3] https://twitter.com/TellTheWorldILU/status/1356955634885746696?s=20
[3] https://m.facebook.com/story.php?story_fbid=4167694159927158&id=353573774672568&sfnsn=mo
[2] https://twitter.com/TellTheWorldILU/status/1356948840121683968
[2] https://twitter.com/TellTheWorldILU/status/1356948840121683968?s=20
[2] https://www.youtube.com/watch?v=TBFfeSNEYBM&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://twitter.com/shinybluedress/status/1357249004741013514
[1] https://www.independent.co.uk/news/health/covid-coughing-study-agp-aerosol-b1797358.html

Top URLs in Tweet in G6:
[2] https://action.goodlawproject.org/civicrm/mailing/view?reset=1&id=1c3741d724b8b4fa
[1] https://goodlawproject.org/update/ramping-up-costs-silence-us/?utm_source=Twitter&utm_medium=social%20media&utm_campaign=cco%20tw%202801
[1] https://www.thelawyer.com/litigation-top-20-cases/
[1] https://twitter.com/GoodLawProject/status/1354797005072027650
[1] https://twitter.com/jolyonmaugham/status/1356969774341890049
[1] https://www.independent.co.uk/news/health/covid-coughing-study-agp-aerosol-b1797358.html
[1] https://twitter.com/toptourguideuk/status/1357249759820529665
[1] https://twitter.com/mariannevelvart/status/1357279205495631872
[1] https://twitter.com/maddow/status/1357121374490398721
[1] https://twitter.com/goodlawproject/status/1356916720485728258

Top URLs in Tweet in G7:
[1] https://www.propublica.org/article/contractor-masks-guilty-plea#1049488
[1] https://twitter.com/MichaelRapaport/status/1357185543587565568

Top URLs in Tweet in G8:
[27] https://www.independent.co.uk/news/health/covid-coughing-study-agp-aerosol-b1797358.html
[5] https://www.unison.org.uk/blogs/health/2021/02/getting-help-personal-protective-equipment-ppe/
[4] https://www.theguardian.com/world/2021/feb/03/covid-coughing-study-suggests-nhs-staff-at-far-greater-risk-than-thought
[3] https://www.rcn.org.uk/get-help/rcn-advice/personal-protective-equipment-ppe-and-covid-19
[1] https://twitter.com/JonAshworth/status/1357247747880087552?s=20
[1] https://twitter.com/DrOKaneAgain/status/1350903775653986306?s=20
[1] https://rcslt.eaction.org.uk/ppe
[1] https://twitter.com/lawtontri/status/1357275797288087554
[1] https://twitter.com/radioclydenews/status/1357313437488005122
[1] https://twitter.com/shaunlintern/status/1357238352613933057

Top URLs in Tweet in G9:
[2] https://www.thestar.com/politics/provincial/2021/02/01/ontario-gives-schools-381m-for-ppe-ventilation-and-summer-learning.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/EricTopol/status/1356765668750712832
[1] https://twitter.com/sierrafoxtrot20/status/1356298087707234304
[1] https://www.thestar.com/business/personal_finance/2021/02/01/this-family-of-three-are-the-only-employees-at-wonton-hut-they-were-fined-880-for-covid-19-infractions-but-guidelines-are-unclear-they-say.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=Business&utm_content=familyofthreewontonhut
[1] https://twitter.com/krushowy/status/1356416558172635136

Top URLs in Tweet in G10:
[98] https://www.youtube.com/watch?v=3gsFHMMSuLI&feature=youtu.be

[13] https://www.youtube.com/watch?v=17uT34yK24Q&feature=youtu.be

[3] https://www.youtube.com/watch?v=7ZGvKRfVn6c&feature=youtu.be

[2] https://www.youtube.com/watch?v=7Qr5JqmqNB8&feature=youtu.be

[1] https://www.youtube.com/channel/UCDVltowj5k2pM3zRX5ba_uw
[1] https://twitter.com/enako_cos/status/1356937685206663171

Top Domains
Top Domains in Tweet in Entire Graph:
[294] twitter.com
[136] youtube.com
[128] co.uk
[42] com.au
[32] vercel.app
[31] instagram.com
[29] marketserengeti.com
[24] theguardian.com
[22] org.uk
[18] facebook.com

Top Domains in Tweet in G1:
[23] twitter.com
[9] co.uk
[7] theguardian.com
[4] org.uk
[2] bit.ly
[1] gov2.uk
[1] rebrand.ly
[1] actionnetwork.org
[1] sky.com
[1] bylinetimes.com

Top Domains in Tweet in G2:
[72] twitter.com
[36] co.uk
[15] com.au
[5] huffingtonpost.ca
[5] 17.live
[4] co.za
[4] mailchi.mp
[3] ac.uk
[3] gov.wales
[3] latimes.com

Top Domains in Tweet in G3:
[32] twitter.com
[30] vercel.app
[21] instagram.com
[15] facebook.com
[7] youtube.com
[2] google.com
[2] co.th
[2] daradaily.com
[1] ch7.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G6:
[7] twitter.com
[3] goodlawproject.org
[1] thelawyer.com
[1] co.uk
[1] crowdjustice.com
[1] facebook.com
[1] rebrand.ly

Top Domains in Tweet in G7:
[1] propublica.org
[1] twitter.com

Top Domains in Tweet in G8:
[29] co.uk
[11] org.uk
[7] twitter.com
[5] theguardian.com
[1] gov.uk
[1] nature.com
[1] medrxiv.org
[1] who.int

Top Domains in Tweet in G9:
[3] thestar.com
[3] twitter.com

Top Domains in Tweet in G10:
[117] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[652] รู้หน้าไม่รู้วัยใครอ่อน
[604] kdppe
[569] perthtanapon
[377] teaserเหตุผลที่ฉันไม่กลับมา
[286] ppe
[260] governodraghi
[179] covid
[138] บาสเด็กอ้วนที่แท้จริง
[134] covid19
[113] บอกโลกให้รู้ว่ากูรักมึง



Top Hashtags in Tweet in G1:
[41] ppe
[22] nhs
[13] covid
[10] covid19
[6] covidisairborne
[4] torycorruption
[4] 1stwave
[4] ppescandal
[4] holdthemtoaccount
[3] freshairnhs

Top Hashtags in Tweet in G2:
[67] ppe
[20] covid19
[8] covid
[6] masks
[6] facemask
[5] covid19uk
[5] pandemic
[5] nhs
[4] construction
[4] healthandsafety

Top Hashtags in Tweet in G3:
[650] รู้หน้าไม่รู้วัยใครอ่อน
[602] kdppe
[567] perthtanapon
[377] teaserเหตุผลที่ฉันไม่กลับมา
[138] บาสเด็กอ้วนที่แท้จริง
[113] บอกโลกให้รู้ว่ากูรักมึง
[107] telltheworldiloveyou
[99] เหตุผลที่ฉันไม่กลับมา
[37] bbasjtr
[28] ritz_rueangritz

Top Hashtags in Tweet in G4:
[2] nhspay15
[1] ppe
[1] torycovidcatastrophe
[1] covid19
[1] claptrap
[1] clapfortom
[1] clapforsirtom
[1] nhs
[1] covid
[1] borishasfailedthenation

Top Hashtags in Tweet in G5:
[260] governodraghi

Top Hashtags in Tweet in G6:
[141] covid
[29] top20cases
[8] ppe
[2] judicialreview
[2] nhs
[2] petition
[1] dutyofcandour
[1] transparency
[1] accountability
[1] litigationtracker

Top Hashtags in Tweet in G8:
[13] covid19
[6] slt
[6] dysphagia
[5] ppe
[3] feshairnhs
[2] ffp3ppe
[2] freshairnhs
[2] healthcare
[2] covidisairborne
[2] healthandsafety

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[2] えなこりん
[2] ppe更衣室
[2] えなこ

Top Words
Top Words in Tweet in Entire Graph:
[3598] ppe
[1635] ร
[1074] ว
[852] น
[843] government
[752] หน
[710] าไม
[702] อน
[701] #ร
[655] ยใครอ

Top Words in Tweet in G1:
[243] ppe
[122] contracts
[83] billions
[75] cronies
[74] borisjohnson
[73] wasted
[68] dalbideu
[64] trace
[56] track
[48] breaks

Top Words in Tweet in G2:
[387] ppe
[67] #ppe
[63] covid
[57] more
[40] face
[34] staff
[33] masks
[30] safety
[30] people
[28] full

Top Words in Tweet in G3:
[1614] ร
[1060] ว
[833] น
[748] หน
[708] าไม
[700] อน
[699] #ร
[653] ยใครอ
[602] #kdppe
[567] #perthtanapon

Top Words in Tweet in G4:
[390] jujuliagrace
[388] government
[339] against
[339] cronyism
[338] running
[338] legal
[338] cases
[338] moment
[338] regarding
[338] terrible

Top Words in Tweet in G5:
[261] valori
[260] non
[260] riesco
[260] immaginare
[260] #governodraghi
[260] nasca
[260] senza
[260] sostegno
[260] chi
[260] rappresenta

Top Words in Tweet in G6:
[186] government
[161] contracts
[150] against
[146] failure
[145] carolinelucas
[145] case
[145] over
[144] come
[143] clean
[141] opening

Top Words in Tweet in G7:
[238] ppe
[237] maddow
[235] one
[235] federal
[234] thus
[234] ends
[234] chapter
[234] trump
[234] admin's
[234] disaster

Top Words in Tweet in G8:
[124] ppe
[44] nhs
[34] shaunlintern
[32] coughing
[32] risk
[31] study
[30] greater
[27] staff
[27] priorities
[27] change

Top Words in Tweet in G9:
[107] public
[98] dfisman
[95] health
[94] many
[93] canada
[92] telling
[92] months
[92] ask
[92] yourself
[92] authorities

Top Words in Tweet in G10:
[184] ۶
[95] enako_cos
[94] ppe更衣室
[94] 更新
[92] 初めて罰ゲーム有りの動画に参加したよ٩
[92] 全然負ける気しなかったけどなんと罰ゲームを受けたのは
[92] ٩
[16] ppeのyoutubeチャンネルが更新されました
[16] 今回は
[14] kokoro777pp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[831] ร,ว
[699] หน,าไม
[696] าไม,ร
[688] #ร,หน
[655] ว,ยใครอ
[653] ยใครอ,อน
[512] against,government
[499] ผลท,ฉ
[496] ฉ,นไม
[496] นไม,กล

Top Word Pairs in Tweet in G1:
[70] contracts,cronies
[68] wasted,billions
[68] billions,contracts
[54] track,trace
[46] dawn,breaks
[46] breaks,little
[46] little,england
[46] england,wasted
[32] cronies,'led'
[30] ppe,contracts

Top Word Pairs in Tweet in G2:
[22] covid,19
[20] rainbow,beach
[18] full,ppe
[12] face,masks
[12] order,online
[11] protective,equipment
[10] beach,safety
[10] safety,supplies
[10] supplies,sell
[10] sell,ppe

Top Word Pairs in Tweet in G3:
[829] ร,ว
[697] หน,าไม
[694] าไม,ร
[686] #ร,หน
[653] ว,ยใครอ
[651] ยใครอ,อน
[499] ผลท,ฉ
[496] ฉ,นไม
[496] นไม,กล
[482] กล,บมา

Top Word Pairs in Tweet in G4:
[339] against,government
[338] running,legal
[338] legal,cases
[338] cases,against
[338] government,moment
[338] moment,regarding
[338] regarding,terrible
[338] terrible,cronyism
[338] cronyism,employed
[337] jujuliagrace,running

Top Word Pairs in Tweet in G5:
[260] non,riesco
[260] riesco,immaginare
[260] immaginare,#governodraghi
[260] #governodraghi,nasca
[260] nasca,senza
[260] senza,sostegno
[260] sostegno,chi
[260] chi,rappresenta
[260] rappresenta,valori
[260] valori,liberali

Top Word Pairs in Tweet in G6:
[148] against,government
[143] failure,come
[143] come,clean
[141] opening,arguments
[141] arguments,case
[141] case,against
[141] government,over
[141] over,failure
[141] clean,#covid
[141] #covid,contracts

Top Word Pairs in Tweet in G7:
[234] thus,ends
[234] ends,one
[234] one,chapter
[234] chapter,trump
[234] trump,admin's
[234] admin's,ppe
[234] ppe,disaster
[234] disaster,amateur
[234] amateur,mask
[234] mask,broker

Top Word Pairs in Tweet in G8:
[30] greater,risk
[27] shaunlintern,ppe
[27] ppe,priorities
[27] priorities,nhs
[27] nhs,change
[27] change,coughing
[27] coughing,greater
[27] study,claims
[26] risk,treatments
[26] treatments,study

Top Word Pairs in Tweet in G9:
[92] many,telling
[92] telling,months
[92] months,ask
[92] ask,yourself
[92] yourself,public
[92] public,health
[92] health,authorities
[92] authorities,canada
[92] canada,reluctant
[91] dfisman,many

Top Word Pairs in Tweet in G10:
[94] ppe更衣室,更新
[92] enako_cos,ppe更衣室
[92] 更新,初めて罰ゲーム有りの動画に参加したよ٩
[92] 初めて罰ゲーム有りの動画に参加したよ٩,۶
[92] ۶,全然負ける気しなかったけどなんと罰ゲームを受けたのは
[92] 全然負ける気しなかったけどなんと罰ゲームを受けたのは,٩
[92] ٩,۶
[14] kokoro777pp,ppeのyoutubeチャンネルが更新されました
[13] ppeのyoutubeチャンネルが更新されました,今回は
[13] 今回は,ほろよいに合うおつまみ選手権

Top Replied-To
Top Replied-To in Entire Graph:
@ppe_ppo
@trk__ppe
@borisjohnson
@emmett_dog
@wakataro423
@ko___ppe
@co_ppe_pan_
@angel_1004_g
@mrjamesob
@perthppe

Top Replied-To in G1:
@borisjohnson
@mrjamesob
@johnnymerceruk
@bbcpolitics
@bbclaurak
@lbc
@munkehno1
@bbcnews
@kiki_1283
@in_ipswich

Top Replied-To in G3:
@perthppe
@ing__ppe
@moo_katoon_ppe
@zense_tv
@boomytorao
@wine_zorory
@52squared_
@worada____
@lover__ppp
@kingdomppeinter

Top Replied-To in G4:
@jujuliagrace
@everydoctoruk
@carriepurdom
@sandratofriends
@bankersbonus1
@suesuezep

Top Replied-To in G6:
@greggwatson90
@goodlawproject
@borisjohnson
@carolinelucas
@doctor_oxford
@brownrach
@aodhan83
@rach0907
@crewedavid

Top Replied-To in G7:
@maddow

Top Replied-To in G8:
@shaunlintern
@jonashworth
@colinbro
@thebma
@scullingmonkey
@kprather88
@i_am_spottacus
@drrjtinnion
@gemsphi
@eltauthor

Top Replied-To in G9:
@dfisman
@torontostar
@nwontdoctor
@vickyrobinbaum
@nilikm
@emmmacfarlane

Top Replied-To in G10:
@enako_cos

Top Mentioned
Top Mentioned in Entire Graph:
@jujuliagrace
@mara_carfagna
@maddow
@carolinelucas
@perthppe
@goodlawproject
@dfisman
@enako_cos
@borisjohnson
@telltheworldilu

Top Mentioned in G1:
@dalbideu
@borisjohnson
@matthancock
@phe_uk
@bbclaurak
@nursesayno
@kiki_1283
@vintiquesmark
@nurses_united
@snb19692

Top Mentioned in G2:
@emilytwinch
@worxmart
@bastard_bot87
@jonson_pamela

Top Mentioned in G3:
@perthppe
@telltheworldilu
@ppetrends
@noonunnne23
@allaroundperth
@myperth0320
@jeab_for_perth
@roddbenz
@kingdomppeinter
@sspptnp

Top Mentioned in G4:
@jujuliagrace
@nhsstaffcovid19
@everydoctoruk
@goodlawproject
@borisjohnson
@nhsactivistrn
@acgrayling
@jolyonmaugham
@shinybluedress
@elaine_patten

Top Mentioned in G5:
@mara_carfagna

Top Mentioned in G6:
@carolinelucas
@goodlawproject
@thelawyermag
@jujuliagrace
@rachelsmethers
@faybijou
@greggwatson90
@doctor_oxford
@debbie_abrahams
@laylamoran

Top Mentioned in G7:
@maddow
@govstitt
@msnbc
@caroldolan
@leahbdaniel

Top Mentioned in G8:
@shaunlintern
@jonashworth
@thercn
@thebma
@rcslt
@gallagher_rose
@uklabour
@publichealthw
@unitewales
@unisontheunion

Top Mentioned in G9:
@dfisman
@emmmacfarlane
@evystadium
@ssinca95
@aaronjjbrophy
@torontostar
@silvana_bolano
@sassygirlcanada
@nilikm
@maej43

Top Mentioned in G10:
@enako_cos
@kokoro777pp
@saki_miyamoto

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@robinsnewswire
@s9tmt
@delta
@calpis_mizutama
@roblwilson
@mackaysuzie
@nobby15
@bannerite
@sosorasora3

Top Tweeters in G1:
@sandradunn1955
@suegray834
@helenyg
@bbcnews
@jacqui703
@kimbru49
@thomasevans1984
@robertgedge
@markyready57
@ukdemockery

Top Tweeters in G2:
@robinsnewswire
@jmhamiltonblog
@allan_crawshaw
@alresfordbear
@wjz
@news1130
@huffpostcanada
@sihlemlambo_
@angelxshinki
@rogerablackwell

Top Tweeters in G3:
@noonathty
@bumbimknok
@schinarat
@tennyoachara
@basdun_sb5
@nojellyno
@okorinbos
@koodji
@lnpw_
@tkmmtrigon

Top Tweeters in G4:
@roblwilson
@roadwarrior29
@dingabelle
@boogwinchester
@marionpfallon
@rospay15
@davidwcummins
@melaniekmelvin
@kingmark1st
@kingking3107

Top Tweeters in G5:
@aldoceccarelli
@pelias01
@robertolocate14
@michelaroi
@mariamacina
@giorgiogaias
@attilaazurerive
@bb91687509
@milaspicola
@bomprezzimarco

Top Tweeters in G6:
@margymayell
@60sparkle
@glynis_fisher
@hacketttom
@marypcbuk
@kingsmeadmrt
@harding_keith
@paolimichele
@jhinkley24
@lashesxx

Top Tweeters in G7:
@cnbsnana
@castonchris
@aprylsmithts
@barbaraward235
@nickasavet
@kat223
@vmbritsch
@gfilms7
@memeburk
@andrea_51544005

Top Tweeters in G8:
@gwinniejones
@robinpaulinman
@knitagran
@larochecs
@phil04312
@dvlagovuk
@shaunlintern
@jackimacca
@patientsafe3
@gillditch55

Top Tweeters in G9:
@jonathanotcher1
@torontostar
@meredithheron
@theslimdude
@infrahumano
@sassygirlcanada
@adogslifeto
@antagoniste_net
@gkielec
@bonnienorthgp

Top Tweeters in G10:
@777kenbo777777
@toaruwotakubito
@hayanorailway98
@tomohiro5213
@shakugans
@mogatanpo
@z900rs_tomomaru
@zerodojs
@kedhrs2
@heavenly_arrow


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