PPE, Twitter, 3/24/2022 11:25:42 AM, 273625


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PPE_2022-03-24_02-51-22.xlsx
PPE_2022-03-24_02-51-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
PPE via NodeXL https://bit.ly/3LtbnMf
@withorpe
@jolyonmaugham
@trackntracer
@charlzburg86
@birgitomo
@wavetop
@greenknight60
@grantshapps
@rishisunak
@bonglez

Top hashtags:
#kdppe
#perthtanapon
#ppe
#happy21stperthday
#genocideamendment
#perthsday21
#perth21sthbd

Description:
Description
The graph represents a network of 7,594 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 Thursday, 24 March 2022 at 09:58 UTC.

The requested start date was Thursday, 24 March 2022 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 2-day, 2-hour, 23-minute period from Monday, 21 March 2022 at 09:58 UTC to Wednesday, 23 March 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 : 7594
Unique Edges : 4360
Edges With Duplicates : 12044
Total Edges : 16404
Number of Edge Types : 5
Retweet : 5286
MentionsInRetweet : 6662
Tweet : 1523
Replies to : 1368
Mentions : 1565
Self-Loops : 1544
Reciprocated Vertex Pair Ratio : 0.0150854449027696
Reciprocated Edge Ratio : 0.0297225124811332
Connected Components : 1030
Single-Vertex Connected Components : 400
Maximum Vertices in a Connected Component : 3690
Maximum Edges in a Connected Component : 8836
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.648102
Graph Density : 0.000149372432872674
Modularity : 0.51754
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,594 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 Thursday, 24 March 2022 at 09:58 UTC.

The requested start date was Thursday, 24 March 2022 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 2-day, 2-hour, 23-minute period from Monday, 21 March 2022 at 09:58 UTC to Wednesday, 23 March 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:
[49] https://www.dailymail.co.uk/news/article-9630911/amp/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html
[13] https://twitter.com/JolyonMaugham/status/1505817365904244739
[11] https://twitter.com/jolyonmaugham/status/1505817365904244739
[10] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[10] https://twitter.com/skynewsbreak/status/1506534117042753536
[9] https://www.eldiestro.es/2020/09/expediente-royuela-denuncia-que-la-cupula-del-psoe-ordeno-asesinar-a-un-periodista-incomodo-en-2003/
[6] https://www.bmj.com/content/376/bmj.o733
[5] https://www.youtube.com/watch?v=LVy5JF1t3jg&feature=youtu.be

[4] https://www.instagram.com/accounts/login/?next=/p/CbZUsGsL-e2/
[4] https://petition.parliament.uk/petitions/605158

Top URLs in Tweet in G1:
[1] https://twitter.com/withorpe/status/1505956177380786184
[1] https://twitter.com/jolyonmaugham/status/1505817365904244739

Top URLs in Tweet in G2:
[48] https://www.dailymail.co.uk/news/article-9630911/amp/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html
[2] https://threadreaderapp.com/thread/1505817365904244739.html
[1] https://www.gov.uk/government/news/ppe-procurement-in-the-early-pandemic
[1] https://goodlawproject.org/update/government-bullied-watchdog-vips/
[1] https://www.standard.co.uk/news/uk/nhs-england-sajid-javid-omicron-ppe-b988816.html
[1] https://twitter.com/jolyonmaugham/status/1505817365904244739
[1] https://twitter.com/msm_monitor/status/1506547205456502784
[1] https://twitter.com/grantshapps/status/1506016924622532609
[1] https://www.opendemocracy.net/en/opendemocracyuk/uk-government-broke-the-law-over-vip-lane-for-ppe-contracts/?utm_source=tw
[1] https://www.mirror.co.uk/news/politics/uks-biggest-ppe-suppliers-ignored-24175698

Top URLs in Tweet in G3:
[3] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[2] https://petition.parliament.uk/petitions/605158
[1] https://twitter.com/skynewsbreak/status/1506534117042753536
[1] https://twitter.com/haggis_uk/status/1506534630811439106
[1] https://goodlawproject.org/news/ppe-to-go-up-in-smoke/
[1] https://twitter.com/RishiSunak/status/1506293136519225349
[1] https://twitter.com/ruskin147/status/1506539085669748744
[1] https://twitter.com/phillips0966/status/1506538819637624843
[1] https://theloadstar.com/uk-exchequer-may-have-lost-up-to-30bn-of-vat-via-non-declarations/
[1] https://www.dailymail.co.uk/news/article-9630911/amp/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html

Top URLs in Tweet in G4:
[6] https://twitter.com/JolyonMaugham/status/1505817365904244739
[5] https://twitter.com/jolyonmaugham/status/1505817365904244739
[5] https://twitter.com/skynewsbreak/status/1506534117042753536
[3] https://twitter.com/hmtreasury/status/1506234303994343425
[3] https://twitter.com/SkyNewsBreak/status/1506534117042753536
[2] https://petition.parliament.uk/petitions/605158
[2] https://apps.apple.com/us/app/portlink/id1612378071?itscg=30200&itsct=apps_box_link
[2] https://play.google.com/store/apps/details?id=com.portlink.android&hl=ja&gl=US
[2] https://www.globalintl.com/contact-us/
[2] https://www.thetimes.co.uk/article/scotland-outdid-england-on-producing-its-own-ppe-and-for-less-money-ppqfh7nx8

Top URLs in Tweet in G5:
[2] https://twitter.com/mocco32625611/status/1505868066717982725
[1] https://twitter.com/DrDD2/status/1506222867674898445

Top URLs in Tweet in G6:
[1] https://twitter.com/fjhendersonecms/status/1506539704505847809
[1] https://twitter.com/IanDunt/status/1505899117683355649
[1] https://twitter.com/IsabelOakeshott/status/1506560418193494016
[1] https://twitter.com/JolyonMaugham/status/1505817365904244739

Top URLs in Tweet in G7:
[4] https://www.instagram.com/accounts/login/?next=/p/CbZUsGsL-e2/
[3] https://www.instagram.com/accounts/login/?next=/p/CbWp48BJqmc/
[3] https://www.daradaily.com/news/112799/read/
[2] https://bit.ly/JTMA2022_
[2] https://www.instagram.com/accounts/login/?next=/p/CbVX35Ah_Lz/
[2] https://www.instagram.com/accounts/login/?next=/p/CbZktGsv6DV/
[2] https://www.youtube.com/watch?v=DaJzjXbYuSw&feature=youtu.be

[2] https://lnk.fu.ga/marktuan_lonely-1
[2] https://www.youtube.com/watch?v=dsE9WLlA_7I&feature=youtu.be

[2] https://www.tiktok.com/@trainee_a/video/7077831608971119874?_t=8QqY0FtjGu9&_r=1

Top URLs in Tweet in G8:
[1] https://twitter.com/amerdelirium/status/1506254617931395078
[1] https://twitter.com/YouAreLobbyLud/status/1431515252584239105
[1] https://www.peterboroughpublichealth.ca/novel-coronavirus-covid-19/masks-and-personal-protective-equipment-ppe
[1] https://twitter.com/tjprovincial/status/1506058093469315077

Top URLs in Tweet in G9:
[1] https://twitter.com/SkyNews/status/1506533894211964934

Top URLs in Tweet in G10:
[2] https://www.bbc.co.uk/news/uk-60176283
[1] https://inews.co.uk/news/covid-ppe-contracts-government-companies-sleaze-row-1308725?ito=twitter_share_article-top
[1] https://twitter.com/AdamBienkov/status/1506351163335233539
[1] https://inews.co.uk/news/politics/ppe-contracts-wasted-billions-risk-fraud-covid-government-1435701

Top Domains
Top Domains in Tweet in Entire Graph:
[235] twitter.com
[124] co.uk
[22] youtube.com
[21] instagram.com
[18] ppe.pl
[16] co.jp
[16] theguardian.com
[14] com.ua
[11] gov.uk
[10] eldiestro.es

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[52] co.uk
[7] twitter.com
[2] threadreaderapp.com
[1] gov.uk
[1] goodlawproject.org
[1] opendemocracy.net
[1] itv.com
[1] theguardian.com

Top Domains in Tweet in G3:
[13] twitter.com
[2] parliament.uk
[2] co.uk
[1] goodlawproject.org
[1] theloadstar.com
[1] threadreaderapp.com

Top Domains in Tweet in G4:
[79] twitter.com
[32] co.uk
[6] viv.net
[5] theguardian.com
[3] mailchi.mp
[3] peing.net
[3] gov.uk
[3] heskins.com
[2] linkedin.com
[2] rappler.com

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

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[22] twitter.com
[16] instagram.com
[6] youtube.com
[3] daradaily.com
[2] bit.ly
[2] fu.ga
[2] tiktok.com
[2] line.me
[2] siamzone.com
[2] weibo.cn

Top Domains in Tweet in G8:
[3] twitter.com
[1] peterboroughpublichealth.ca

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[4] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[256] kdppe
[215] perthtanapon
[154] ppe
[81] happy21stperthday
[48] genocideamendment
[47] perthsday21
[46] perth21sthbd
[36] notoforcedvaccinesforgatherings
[33] covid19
[32] nhs



Top Hashtags in Tweet in G1:
[1] costoflivingcrisis
[1] corruptgovernment
[1] covid
[1] ppe

Top Hashtags in Tweet in G2:
[19] frontline
[19] nhs
[5] torycorruption
[4] ppe
[2] johnsonout56
[2] partygate
[2] fluff
[1] goodlawproject
[1] bbcgms
[1] johnsonout58

Top Hashtags in Tweet in G3:
[18] ppe
[6] torycorruption
[5] nhs
[4] covid
[4] johnsonout58
[4] toryscum
[3] tories
[3] tory
[3] toriesunfittogovern
[3] toryincompetence

Top Hashtags in Tweet in G4:
[50] ppe
[9] safety
[6] covid19
[5] safetyfirst
[5] torycorruption
[5] workwear
[5] protection
[5] spcmetanoia
[5] spcintramurals2022
[4] healthandsafety

Top Hashtags in Tweet in G7:
[256] kdppe
[215] perthtanapon
[81] happy21stperthday
[47] perthsday21
[46] perth21sthbd
[29] businessproposalep8
[18] businessproposal
[15] perthtanapaon
[14] happyohmday22
[14] cnblue

Top Hashtags in Tweet in G8:
[1] humanism
[1] everydeepdrawnbreath
[1] ppe
[1] n95
[1] kn95
[1] kf94
[1] ventilation
[1] filtering

Top Hashtags in Tweet in G9:
[5] torycorruption
[1] torycriminalsunfittogovern
[1] corrupttoriesout
[1] johnsonout56
[1] scottishindependence2023

Top Hashtags in Tweet in G10:
[3] johnsonout56
[1] toriesout
[1] johnsonout58
[1] toriesunfittogovern
[1] torycorruption
[1] costoflivingcrisis
[1] toryregimecoup
[1] johnsonout57
[1] ukraine️
[1] partygate

Top Words
Top Words in Tweet in Entire Graph:
[3655] ppe
[1279] unusable
[1187] withorpe
[1151] know
[1142] tories
[1124] 15
[1116] around
[1105] away
[1104] 21
[1079] 40

Top Words in Tweet in G1:
[1071] ppe
[1055] withorpe
[1051] unusable
[923] tories
[923] 20
[922] away
[921] 7b
[921] know
[921] threw
[921] 21

Top Words in Tweet in G2:
[765] jolyonmaugham
[306] one
[294] jassal
[294] johnson
[293] number
[293] 10
[293] emails
[293] shergil
[293] copying
[293] close

Top Words in Tweet in G3:
[299] ppe
[113] trace
[111] billions
[109] rishisunak
[94] track
[89] money
[89] billion
[65] fraud
[61] contracts
[59] wasted

Top Words in Tweet in G4:
[333] ppe
[50] #ppe
[36] covid
[36] money
[34] more
[25] safety
[23] contracts
[20] full
[19] need
[18] people

Top Words in Tweet in G5:
[372] mocco32625611
[368] 母は最終的に病院で息を引き取りました
[368] 私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ
[368] 結果が出るとppeの装着を指示されました
[368] 母はコロナ陽性でもなく
[367] 私も抗原検査
[2] 抗原検査にppeは嘘だろうと言われましたが
[2] そんな嘘言って私にどんなメリットがあるんですかね
[2] miklikov
[2] あなたのその理屈であればppeのみでいいですよね

Top Words in Tweet in G6:
[252] failed
[251] iran
[250] asking
[250] payment
[250] exchange
[250] nazanin's
[250] freedom
[250] 2016
[250] five
[250] foreign

Top Words in Tweet in G7:
[256] #kdppe
[255] น
[218] ร
[215] #perthtanapon
[180] ก
[160] ว
[147] perthppe
[132] ม
[119] ไม
[115] ค

Top Words in Tweet in G8:
[290] patients
[189] staff
[161] covid
[157] ppe
[152] full
[148] birgitomo
[140] hospitals
[140] isolated
[140] rooms
[140] air

Top Words in Tweet in G9:
[150] grantshapps
[145] told
[144] parliament
[144] without
[143] seriously
[143] considering
[143] relationship
[143] ferries
[143] sacking
[143] 800

Top Words in Tweet in G10:
[64] ppe
[43] years
[42] dave43law
[39] sunak
[36] before
[35] control
[35] spent
[35] spending
[34] media
[34] brief

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1265] unusable,ppe
[1051] 20,21
[1049] 7b,know
[1049] know,tories
[1049] tories,threw
[1049] threw,away
[1049] away,unusable
[1049] ppe,20
[1049] 21,built
[1049] built,around

Top Word Pairs in Tweet in G1:
[1051] unusable,ppe
[921] 7b,know
[921] know,tories
[921] tories,threw
[921] threw,away
[921] away,unusable
[921] ppe,20
[921] 20,21
[921] 21,built
[921] built,around

Top Word Pairs in Tweet in G2:
[293] number,10
[293] 10,one
[293] one,emails
[293] emails,shergil
[293] shergil,copying
[293] copying,jassal
[293] jassal,johnson
[293] johnson,close
[293] close,aide
[293] aide,munira

Top Word Pairs in Tweet in G3:
[87] track,trace
[40] ppe,contracts
[32] 37,billion
[25] useless,ppe
[24] test,trace
[19] unusable,ppe
[19] dodgy,ppe
[18] ppe,fraud
[16] 000,000
[15] billions,wasted

Top Word Pairs in Tweet in G4:
[21] ppe,contracts
[13] personal,protective
[12] protective,equipment
[10] full,ppe
[9] dodgy,ppe
[8] covid,19
[8] 000,000
[8] test,trace
[7] wearing,ppe
[6] equipment,ppe

Top Word Pairs in Tweet in G5:
[368] 母は最終的に病院で息を引き取りました,私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ
[368] 私が死亡確認をする為に病院に向かうとまずは抗原検査をしてからじゃないと病棟には入れないという事で結果が出るまで待たされ,結果が出るとppeの装着を指示されました
[368] 結果が出るとppeの装着を指示されました,母はコロナ陽性でもなく
[367] mocco32625611,母は最終的に病院で息を引き取りました
[367] 母はコロナ陽性でもなく,私も抗原検査
[2] 抗原検査にppeは嘘だろうと言われましたが,そんな嘘言って私にどんなメリットがあるんですかね
[2] miklikov,あなたのその理屈であればppeのみでいいですよね
[2] あなたのその理屈であればppeのみでいいですよね,抗原検査の意味はありませんよ

Top Word Pairs in Tweet in G6:
[250] iran,asking
[250] asking,payment
[250] payment,exchange
[250] exchange,nazanin's
[250] nazanin's,freedom
[250] freedom,2016
[250] 2016,five
[250] five,foreign
[250] foreign,secretaries
[250] secretaries,failed

Top Word Pairs in Tweet in G7:
[119] #kdppe,#perthtanapon
[82] #perthtanapon,#kdppe
[59] เพ,ร
[39] ร,ธ
[32] perthppe,#kdppe
[23] น,าร
[21] #happy21stperthday,#perth21sthbd
[19] #happy21stperthday,#kdppe
[17] ไม,ใช
[17] 21,perthppe

Top Word Pairs in Tweet in G8:
[152] full,ppe
[140] hospitals,patients
[140] patients,covid
[140] covid,isolated
[140] isolated,rooms
[140] rooms,air
[140] air,filtration
[140] filtration,systems
[140] systems,staff
[140] staff,dons

Top Word Pairs in Tweet in G9:
[143] told,parliament
[143] parliament,seriously
[143] seriously,considering
[143] considering,relationship
[143] relationship,ferries
[143] ferries,sacking
[143] sacking,800
[143] 800,workers
[143] workers,without
[142] grantshapps,told

Top Word Pairs in Tweet in G10:
[34] media,brief
[34] brief,today
[34] today,before
[34] before,sunak
[34] sunak,speaks
[34] speaks,control
[34] control,finances
[34] finances,spent
[34] spent,last
[34] last,years

Top Replied-To
Top Replied-To in Entire Graph:
@skynewsbreak
@jolyonmaugham
@format_ppe
@rishisunak
@ep_ppe
@hmtreasury
@jeremy_hunt
@ppe__b
@lbc
@monyo_ppe

Top Replied-To in G1:
@withorpe
@omminc
@chrismasonbbc
@maxfrobespierre

Top Replied-To in G2:
@jolyonmaugham
@thecurryking
@pmdfoster
@carolinelucas
@susanha58798702
@merielmyers
@haggis_uk
@f92zulu
@dailymirror
@go4gold100

Top Replied-To in G3:
@rishisunak
@hmtreasury
@lbc
@mark_j_harper
@gmb
@david__osland
@johnredwood
@peston
@keir_starmer
@skynews

Top Replied-To in G4:

Top Replied-To in G5:
@mocco32625611
@kmbkbot
@miklikov
@sakuras58514172

Top Replied-To in G6:
@merielmyers
@haggis_uk
@v_midnite

Top Replied-To in G7:
@moe_ppe
@ohmpawatt
@makemacan
@perthppe
@mynameisnanon
@perthsbabe
@goldenpup_ppe
@laz1_official
@ainapk
@gonghive24

Top Replied-To in G8:
@mlgg2
@genyinterrupted

Top Replied-To in G9:
@grantshapps
@conservatives
@johnredwood
@alechitchman1
@apeasbrain
@cole_davesc66

Top Replied-To in G10:
@jeremy_hunt
@mrsimondudley
@borisjohnson
@ellie_merton
@gileragirl
@carla_littlerob
@pushevo
@lynnyloo02
@edwardjdavey
@richardcalhoun

Top Mentioned
Top Mentioned in Entire Graph:
@withorpe
@jolyonmaugham
@mocco32625611
@charlzburg86
@hutch__man
@grantshapps
@birgitomo
@perthppe
@rishisunak
@dailymailuk

Top Mentioned in G1:
@withorpe
@catherinerowett
@pat19eighty4
@dmreporter
@mabethsworld

Top Mentioned in G2:
@jolyonmaugham
@hutch__man
@dailymailuk
@edbrewster
@withorpe
@diwalsham
@donnapalmer60
@goodlawproject
@stfilansdream
@bernierandall8

Top Mentioned in G3:
@rishisunak
@keir_starmer
@ons
@mrjamesob
@conservatives
@peston
@jolyonmaugham
@withorpe
@adrianwait55
@mark_j_harper

Top Mentioned in G4:
@bastard_bot87
@kitsune9tales
@binanimals
@viewvalley
@aniza84_azmi
@wg_gervais

Top Mentioned in G5:
@mocco32625611
@f7mrn2snk2v36wa
@miklikov
@stabc5

Top Mentioned in G6:
@charlzburg86
@withorpe
@jolyonmaugham
@soxthewavingcat
@robertwoolley
@nickwoodley
@merielmyers
@snafufubar65
@nazma4aston
@grantshapps

Top Mentioned in G7:
@perthppe
@ppetrends
@loveinppe
@ps_officialth
@perthplangun
@moe_ppe
@khunn2211
@chueppe20
@ahmon20018689
@zarchihlaing7

Top Mentioned in G8:
@birgitomo
@gouldodette
@ptbohealth
@weselymd
@cdcgov
@abeoudshoorn
@withorpe
@newfymainlander
@mary_sorensen
@boiandabov

Top Mentioned in G9:
@grantshapps
@withorpe
@jolyonmaugham
@immigrschorschi
@lydia_massiah
@apeasbrain
@alechitchman1
@charlzburg86
@markhs
@toriesmustgo

Top Mentioned in G10:
@dave43law
@jeremy_hunt
@nigelcharlton
@borisjohnson
@withorpe
@notjustanyuser
@michaelgove
@conservatives
@austrohungar
@lcwf_tbk

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@asahibeer_jp
@subwayjp
@caramelcorn1971
@kfc_jp
@housefoods_now
@famima_now
@711sej
@docomo_dmarket
@mos_burger

Top Tweeters in G1:
@porridgeisgood
@johnjoechad
@tartancobweb
@mae_carson2
@childofalba
@mstkindeed
@marciaj64
@carolehope2
@vespasian91
@june4th

Top Tweeters in G2:
@dailymirror
@curiocat13
@davidlance3
@xraypat
@fiona_fionnagal
@rilwanlucas
@goddess1345
@hughjaeger
@caravaggio12
@blondiesa

Top Tweeters in G3:
@guardian
@skynews
@christoclifford
@natalie91231732
@dorothy90237074
@trackntracer
@jazzaoxon
@georgegalloway
@bbcworld
@eileenvn

Top Tweeters in G4:
@agenparl
@trialanderror_v
@frackhazreveal
@handgirlfriend
@financialxpress
@danspena
@piyakhanna
@pn_746
@kim_harding
@thisismook_c

Top Tweeters in G5:
@22sunrise
@wabisabiminder
@ikuhou
@nanak01112
@aoitori2011
@uprise1jimmy
@tokumeikibon1
@yamasaki_hana
@darkangel24hour
@kusamura_eisei

Top Tweeters in G6:
@roblwilson
@thefabledaesop
@wildwalkerwoman
@margymayell
@parsifel43
@magapanthus
@againsthunting
@kingsmeadmrt
@ubervaper
@dbashby

Top Tweeters in G7:
@bumbimknok
@aunchit1996
@schinarat
@ssomjubb
@boonzoonlee
@tkmmtrigon
@nunamaki_kyumin
@thaiifess
@jane27jim
@noodadevil

Top Tweeters in G8:
@frazzling
@inforenique
@yolie_rios
@wavetop
@wordsleadmeon
@copperbronzed
@mcfslaw
@helenmcollins1
@bugjudy
@prutter_pat

Top Tweeters in G9:
@sandradunn1955
@lesleygsmith3
@suegray834
@cathymcrorie
@rospay15
@jwahjwah
@philiprichards5
@yllekonadnerb
@jeromethegnome
@ianrslack2

Top Tweeters in G10:
@j_sutherland2
@iloveautumn2
@richardcalhoun
@guse_guse
@knitagran
@steceng22
@sharr73146294
@marykapadia
@jgraddon
@andy_n2000


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