PPE, Twitter, 7/22/2020 9:01:29 PM, 230983


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PPE_2020-07-22_00-49-04.xlsx
PPE_2020-07-22_00-49-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 22, 2020
Short Description:
PPE via NodeXL https://bit.ly/2ZS09f4
@shesinscrubs
@realdonaldtrump
@3barsue
@nygovcuomo
@ingrahamangle
@usbornnraised
@viriyabot
@muyixiao
@pierrecot
@trumpdictionary

Top hashtags:
#ppe
#covid19
#lorealhaserumxmeanplan
#indiafightscorona
#bhagalpur
#letsdomore

Description:
Description
The graph represents a network of 6,307 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 Wednesday, 22 July 2020 at 07:52 UTC.

The requested start date was Wednesday, 22 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 34-minute period from Monday, 20 July 2020 at 11:35 UTC to Tuesday, 21 July 2020 at 12:09 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 : 6307
Unique Edges : 3286
Edges With Duplicates : 8342
Total Edges : 11628
Number of Edge Types : 5
Replies to : 641
Mentions : 1375
Retweet : 3912
MentionsInRetweet : 4760
Tweet : 940
Self-Loops : 961
Reciprocated Vertex Pair Ratio : 0.00652883569096844
Reciprocated Edge Ratio : 0.012972972972973
Connected Components : 1017
Single-Vertex Connected Components : 299
Maximum Vertices in a Connected Component : 1744
Maximum Edges in a Connected Component : 3569
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.46843
Graph Density : 0.000162803214386665
Modularity : 0.576226
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 6,307 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 Wednesday, 22 July 2020 at 07:52 UTC.

The requested start date was Wednesday, 22 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 34-minute period from Monday, 20 July 2020 at 11:35 UTC to Tuesday, 21 July 2020 at 12:09 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:
[58] https://www.independent.co.uk/news/world/asia/coronavirus-chinese-companies-uighur-labour-face-masks-ppe-a9628836.html
[27] https://twitter.com/Tomo20309138/status/1285278759818457089?s=20
[26] https://www.nytimes.com/video/world/asia/100000007226041/china-coronavirus-masks-uighur-labor-ppe.html
[16] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus?CMP=share_btn_tw
[12] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1595243926
[12] https://www.nytimes.com/video/world/asia/100000007226041/china-coronavirus-masks-uighur-labor-ppe.html?smid=tw-share
[11] https://www.cnn.com/2020/07/19/weather/china-flood-ppe-supply-chain/index.html
[11] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus
[9] https://www.express.co.uk/news/politics/1312101/nicola-sturgeon-news-ppe-scotland-nhs-workers-holyrood-latest
[8] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fnao%2Dps5bn%2Dppe%2Dcontracts%2Dinvestigation%2Durged%5Fuk%5F5f1008a3c5b6d14c33632481&gcrumb=QIiOoJk=

Top URLs in Tweet in G2:
[16] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus?CMP=share_btn_tw
[4] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus?CMP=Share_iOSApp_Other
[3] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus
[2] https://www.theguardian.com/world/2020/jul/20/revealed-nhs-denied-ppe-at-height-of-covid-19-as-supplies-sent-to-china-coronavirus?CMP=Share_AndroidApp_Tweet
[2] https://twitter.com/BillKristol/status/1285353438063276037
[2] https://www.foxnews.com/world/china-muslim-uighur-forced-labor-coronavirus-ppe-masks
[2] https://twitter.com/matthancock/status/1285533513001861120
[2] https://www.supplychaindive.com/news/coronavirus-industrial-PPE-Grainger-Fastenal/577045/
[2] https://twitter.com/borisjohnson/status/1285483788684992512
[2] https://www.marketserengeti.com/online-courses/marketing-sales/sales-equals-making-money-learn-sales-in-1-day/?utm_source=twitter-tolatender&utm_medium=social&utm_campaign=marketserengeti-blog-salescourse1&utm_term=%23chooseday&utm_content=SALES+EQUALS+MAKING+MONEY%3A+Learn+Sales+In+1+Day+FREE.+Learn+more+click+here%3A

Top URLs in Tweet in G3:
[7] https://twitter.com/realDonaldTrump/status/1284831061181173761
[1] https://www.huffpost.com/entry/jared-kushner-stockpile_n_5e86dca8c5b6a949183425ca?ncid=engmodushpmg00000004
[1] https://threadreaderapp.com/thread/1284950366744989696.html
[1] https://twitter.com/whitehouse/status/1285268267276341250
[1] https://twitter.com/abc7ny/status/1285514888597602304
[1] https://www.npr.org/2020/04/15/835308133/governors-say-fema-is-outbidding-redirecting-or-poaching-their-medical-supply-or
[1] https://twitter.com/RyanAFournier/status/1285043536887451649
[1] https://www.youtube.com/watch?v=GkeSgVMWrZU


Top URLs in Tweet in G4:
[11] https://www.nytimes.com/video/world/asia/100000007226041/china-coronavirus-masks-uighur-labor-ppe.html
[3] https://twitter.com/guyverhofstadt/status/1285142076812910593
[3] https://www.nytimes.com/video/world/asia/100000007226041/china-coronavirus-masks-uighur-labor-ppe.html?smid=tw-share
[2] https://twitter.com/muyixiao/status/1284971778469658624
[2] https://twitter.com/nytimes/status/1285137436293640193
[1] https://nyti.ms/3jdQ5Vk
[1] https://nyti.ms/32Dgu9c
[1] https://nyti.ms/39hXX3x
[1] https://www.nytimes.com/video/world/asia/100000007226041/china-coronavirus-masks-uighur-labor-ppe.html?playlistId=video/investigations
[1] https://twitter.com/uyghurproject/status/1284979867021381633

Top URLs in Tweet in G7:
[4] https://www.indiatimes.com/trending/social-relevance/ppe-kits-discarded-in-the-open-518227.html
[1] https://aajtak.intoday.in/story/rajya-sabha-election-coronavirus-positive-congress-mla-ppe-kit-madhya-pradesh-bhopal-1-1202376.html

Top URLs in Tweet in G8:
[1] https://thehill.com/opinion/healthcare/489976-utilizing-the-defense-production-act-will-save-health-care-workers-lives
[1] https://bit.ly/2CuhH82
[1] https://www.facebook.com/100855781667187/posts/140979290988169/?d=n

Top URLs in Tweet in G9:
[3] https://c.lazada.co.th/t/c.wGj?sub_id2=TWTE_TH_U_1855_V_LOMEAN_20200721_LIV_ALLL_CPM_OG00A000_000000000000-00000-0000000000000000_xxte0000000ab0000&sub_id3=TWTE_TH_U_1855_V_LOMEAN_20200721_LIV_ALLL_CPM_OG00A000_000000000000-00000-0000000000000000_xxte0000000ab0000&url=https://www.lazada.co.th/wow/i/th/LandingPage/liveroom%3Fliveuuid%3D394f7611-00e1-4231-bd33-a22dbf2c9f67
[2] https://www.facebook.com/107753727686294/posts/111657007295966/?sfnsn=mo
[2] https://s.lazada.co.th/s.c0Nci
[1] https://lzd.co/39cREOS
[1] https://www.siamzone.com/board/view.php?sid=4381447
[1] https://twitter.com/11hr11min/status/1285521020405850112
[1] https://twitter.com/LazadaTH/status/1285495701133119489
[1] https://bit.ly/3eBRFNu
[1] https://m.me/DanceGirlyGang
[1] https://twitter.com/ppraetk/status/1285137405771608066

Top URLs in Tweet in G10:
[2] https://www.dailymail.co.uk/debate/article-8539579/ANDREW-PIERCE-Philip-Hammond-getting-cosy-tyrants.html
[1] https://twitter.com/cassidyjanson/status/1285325467499864067
[1] https://www.thecanary.co/uk/analysis/2020/07/11/the-5-5bn-ppe-scandal-that-goes-to-the-core-of-government-incompetence-and-thats-just-for-starters/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=52138c60-cb4b-11ea-843d-b14463a82913&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yMS9hbGliYWJhLXMtZXZhbnMtY2FsbGVkLW55LWdvdmVybm9yLWN1b21vLXRvLW9mZmVyLXBwZT9zcmVmPUthbGNkY25q
[1] https://www.bbc.co.uk/news/uk-politics-53361167
[1] https://twitter.com/SadiqKhan/status/1285141161280241664
[1] https://twitter.com/LadyMercia/status/1285177528722882560
[1] https://twitter.com/thebluetrot/status/1285114250151759873
[1] https://twitter.com/georgegalloway/status/1285180906676813824
[1] https://twitter.com/DennyBache/status/1285181478805082115

Top Domains
Top Domains in Tweet in Entire Graph:
[183] twitter.com
[123] co.uk
[59] theguardian.com
[48] nytimes.com
[14] cnn.com
[11] gov.uk
[11] cnbc.com
[11] bit.ly
[9] youtube.com
[8] org.uk

Top Domains in Tweet in G2:
[40] twitter.com
[29] theguardian.com
[12] co.uk
[8] marketserengeti.com
[4] cnn.com
[4] gov.uk
[4] instagram.com
[3] youtube.com
[3] brandedbystreamline.com
[3] linkedin.com

Top Domains in Tweet in G3:
[10] twitter.com
[1] huffpost.com
[1] threadreaderapp.com
[1] npr.org
[1] youtube.com

Top Domains in Tweet in G4:
[16] nytimes.com
[8] twitter.com
[3] nyti.ms

Top Domains in Tweet in G7:
[4] indiatimes.com
[1] intoday.in

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

Top Domains in Tweet in G9:
[5] co.th
[3] twitter.com
[2] facebook.com
[1] lzd.co
[1] siamzone.com
[1] bit.ly
[1] m.me

Top Domains in Tweet in G10:
[9] twitter.com
[3] co.uk
[1] thecanary.co
[1] bloomberg.com
[1] breitbart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[257] ppe
[253] covid19
[124] lorealhaserumxmeanplan
[65] indiafightscorona
[63] bhagalpur
[63] letsdomore
[53] 2800gradepay_mphw_fhw
[52] ผิวเด้งฟูไฮยาลูรอนตัวท็อป
[47] 2800gradepay_mphw_fhw_health_gujarat
[31] pakistan



Top Hashtags in Tweet in G1:
[1] covid19
[1] mcallen
[1] texas
[1] ppe

Top Hashtags in Tweet in G2:
[66] ppe
[20] covid19
[16] masks
[10] coronavirus
[8] sales
[8] mba
[8] course
[8] salescourse
[8] business
[8] jobs

Top Hashtags in Tweet in G3:
[3] trumpfailedamerica
[2] trumpvirus
[2] msm
[2] covid19
[2] ppe
[1] trumpisincompetent
[1] maga2020
[1] republicansbetrayedus
[1] chinesetrump
[1] trumpmeltdown

Top Hashtags in Tweet in G4:
[7] uyghur
[6] uighur
[5] china
[4] ppe
[3] xinjiang
[2] boycottchina
[2] milkteaalliance
[1] concentrationcamps
[1] bizhumanrights
[1] coronavirus

Top Hashtags in Tweet in G5:
[1] nationstandswithkangana
[1] bengaldeservesbetter
[1] truthwithrahulgandhi

Top Hashtags in Tweet in G6:
[1] pablofracasado

Top Hashtags in Tweet in G7:
[52] 2800gradepay_mphw_fhw
[47] 2800gradepay_mphw_fhw_health_gujarat
[16] gradepay_mphw_fhw
[4] પગારવિસંગતતા_4200_labtech
[3] vote
[3] ppe
[2] savetelangana
[2] resort
[2] chinesevirus19
[2] भागलपुर

Top Hashtags in Tweet in G8:
[125] covid19
[1] happyfourthofjuly
[1] independenceday
[1] america
[1] medtwitter

Top Hashtags in Tweet in G9:
[124] lorealhaserumxmeanplan
[52] ผิวเด้งฟูไฮยาลูรอนตัวท็อป
[22] perthtanapon
[20] kdppe
[10] คนของแปลน
[10] perthsaintsation
[7] planrathavit
[6] 2wish
[5] พกแดนซ์ไว้ก็เหมือนมีเพิร์ธคอยดูแล
[5] น้องชมพู่

Top Hashtags in Tweet in G10:
[2] litter
[2] ppe
[2] climateaction
[1] saveourtheatres
[1] payrise
[1] bbcresistance
[1] borisbaby

Top Words
Top Words in Tweet in Entire Graph:
[2643] ppe
[1220] covid
[871] hospital
[851] put
[818] staff
[797] thread
[719] conditions
[709] shesinscrubs
[707] dhr
[705] abhorrent

Top Words in Tweet in G1:
[701] shesinscrubs
[700] staff
[699] conditions
[699] covid
[697] thread
[697] abhorrent
[697] hospital
[697] dhr
[697] put
[697] mcallentexas

Top Words in Tweet in G2:
[253] ppe
[66] #ppe
[60] covid
[38] 19
[38] more
[35] masks
[33] china
[28] nhs
[27] face
[24] height

Top Words in Tweet in G3:
[173] ppe
[151] realdonaldtrump
[91] making
[67] americans
[53] healthcare
[48] hkrassenstein
[46] progress
[45] sure
[32] dead
[30] trump

Top Words in Tweet in G4:
[190] labor
[175] uighur
[174] companies
[169] chinese
[168] using
[128] demand
[100] muyixiao
[99] make
[89] thread
[89] covid19

Top Words in Tweet in G5:
[380] cr
[203] bjp
[175] srivatsayb
[160] total
[159] allegedly
[159] paying
[159] 35
[159] mla
[159] rajasthan
[159] 700

Top Words in Tweet in G6:
[164] acuerdo
[150] pablocasado_
[137] europeo
[135] celebro
[135] reconstrucción
[135] frente
[135] estragos
[135] económicos
[135] sociales
[135] sanitarios

Top Words in Tweet in G7:
[526] ર
[337] મ
[259] ટ
[242] ન
[234] પ
[210] ગ
[207] ક
[200] ય
[176] કર
[140] વગર

Top Words in Tweet in G8:
[246] today
[159] ppe
[154] craig_a_spencer
[140] ago
[126] put
[125] americans
[125] enough
[125] #covid19
[124] moon
[123] 51

Top Words in Tweet in G9:
[124] #lorealhaserumxmeanplan
[86] ก
[69] ร
[67] น
[59] ม
[57] งฟ
[56] วเด
[54] #ผ
[54] ไฮยาล
[54] รอนต

Top Words in Tweet in G10:
[34] ppe
[31] borisjohnson
[12] covid
[8] good
[7] pay
[7] never
[6] staff
[6] people
[6] doctor_oxford
[6] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[719] covid,hospital
[705] thread,abhorrent
[705] abhorrent,conditions
[705] conditions,covid
[705] hospital,dhr
[705] dhr,put
[705] put,mcallentexas
[705] mcallentexas,staff
[705] staff,walked
[704] shesinscrubs,thread

Top Word Pairs in Tweet in G1:
[697] thread,abhorrent
[697] abhorrent,conditions
[697] conditions,covid
[697] covid,hospital
[697] hospital,dhr
[697] dhr,put
[697] put,mcallentexas
[697] mcallentexas,staff
[697] staff,walked
[696] shesinscrubs,thread

Top Word Pairs in Tweet in G2:
[37] covid,19
[23] denied,ppe
[23] height,covid
[23] supplier,prioritised
[22] nhs,denied
[22] ppe,height
[22] 19,supplier
[22] prioritised,china
[20] revealed,nhs
[13] ppe,kits

Top Word Pairs in Tweet in G3:
[48] hkrassenstein,realdonaldtrump
[44] realdonaldtrump,making
[44] making,progress
[44] progress,ppe
[44] ppe,making
[44] making,sure
[44] sure,americans
[44] americans,healthcare
[16] covid,19
[14] more,ppe

Top Word Pairs in Tweet in G4:
[165] chinese,companies
[165] companies,using
[162] using,uighur
[161] uighur,labor
[89] thread,chinese
[89] labor,make
[89] make,covid19
[89] covid19,pandemic
[89] pandemic,drives
[89] drives,demand

Top Word Pairs in Tweet in G5:
[159] bjp,allegedly
[159] allegedly,paying
[159] paying,35
[159] 35,cr
[159] cr,mla
[159] mla,rajasthan
[159] rajasthan,total
[159] total,700
[159] 700,cr
[159] cr,buying

Top Word Pairs in Tweet in G6:
[135] celebro,acuerdo
[135] acuerdo,reconstrucción
[135] reconstrucción,europeo
[135] europeo,frente
[135] frente,estragos
[135] estragos,económicos
[135] económicos,sociales
[135] sociales,sanitarios
[135] sanitarios,covid
[135] covid,propuesto

Top Word Pairs in Tweet in G7:
[132] ગ,ર
[104] ર,મ
[104] 2800,ગ
[104] ર,ડ
[104] ડ,પ
[89] ppe,ક
[89] ક,ટ
[75] કર,મચ
[75] મચ,ર
[74] પ,ઝ

Top Word Pairs in Tweet in G8:
[124] put,americans
[124] americans,moon
[123] 51,years
[123] years,ago
[123] ago,today
[123] today,put
[123] moon,today
[123] today,produce
[123] produce,enough
[123] enough,ppe

Top Word Pairs in Tweet in G9:
[54] #lorealhaserumxmeanplan,#ผ
[54] #ผ,วเด
[54] วเด,งฟ
[54] งฟ,ไฮยาล
[54] ไฮยาล,รอนต
[54] รอนต,วท
[52] วท,อป
[13] #kdppe,#perthtanapon
[13] เพ,ร
[11] ร,ธ

Top Word Pairs in Tweet in G10:
[6] doctor_oxford,borisjohnson
[6] borisjohnson,see
[6] see,paramedics
[6] paramedics,list
[6] list,dealing
[6] dealing,covid
[6] covid,patients
[6] patients,close
[5] hprigmore,doctor_oxford
[4] pay,rise

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@matthancock
@borisjohnson
@pablocasado_
@ngr_yuzu
@fai_ppe
@nygovcuomo
@randpaul
@naval_ppe
@hkrassenstein

Top Replied-To in G1:
@shesinscrubs
@drhorwitz
@mattgaetz
@brexit_sham

Top Replied-To in G3:
@realdonaldtrump
@hkrassenstein
@thejoshharmon
@bymikebaker
@marcorubio
@repbonamici
@walshfreedom
@codyraybaker
@awlfgm
@trashcan420691

Top Replied-To in G4:
@nytimes

Top Replied-To in G6:
@pablocasado_
@dolorsmm
@populares
@jfigueredo2001

Top Replied-To in G7:
@narendramodi
@prakashjavdekar
@vijayrupanibjp
@nitinbhai_patel
@rahulgandhi
@vtvgujarati
@theoliveknife

Top Replied-To in G8:
@johncornyn
@craig_a_spencer

Top Replied-To in G9:
@bplannnnn
@perthppe
@khin_ppe
@m34nismind
@eunbishii1
@gabrielsura4
@saint_sup
@0198angela

Top Replied-To in G10:
@borisjohnson
@kashthefuturist
@the_uk_needsyou
@pennylongstckng
@leithwhisky
@minty_sm
@auobalba
@doctor_oxford
@flicklawson
@flame_set

Top Mentioned
Top Mentioned in Entire Graph:
@shesinscrubs
@srivatsayb
@craig_a_spencer
@pablocasado_
@realdonaldtrump
@muyixiao
@privatecimorf
@pvallin
@richachadha
@nytimes

Top Mentioned in G1:
@shesinscrubs
@mike_not_a_bot
@demin240
@danielrgerard
@mattgaetz
@badnews_vim
@brexit_sham
@shanahnahnah
@maddow
@npr

Top Mentioned in G2:
@brandstreamline
@compassion_heal
@tornadogloves
@worxmart
@satyend71267811

Top Mentioned in G3:
@realdonaldtrump
@hkrassenstein
@cardinalida
@speakerpelosi
@repbonamici
@miriam2626
@joebiden
@gop
@senschumer
@foxandfriends

Top Mentioned in G4:
@muyixiao
@nytimes
@heytherehaiey
@michaelart123
@ckoettl
@uyghurproject
@hrcberkeley
@sophiehrw
@maajidnawaz
@drhiromi

Top Mentioned in G5:
@srivatsayb
@sanjuydv
@narendramodi
@saminulhq

Top Mentioned in G6:
@pablocasado_
@dolorsmm
@epp
@vonderleyen
@populares
@cases_javier
@amaliarubio2020
@antonio31966298
@pablo
@nngg_es

Top Mentioned in G7:
@cmoguj
@nitinbhai_patel
@vijayrupanibjp
@pmoindia
@kajal88602989
@vtvgujarati
@desaipriyank7
@jaydrathsinhji
@narendramodi
@gohilma08697993

Top Mentioned in G8:
@craig_a_spencer
@shesinscrubs
@gregabbott_tx
@ron_nirenberg
@judge_wolff
@shellyrn143
@johncornyn

Top Mentioned in G9:
@growingupwplan
@perthppe
@bplannnnn
@m34nismind
@zaanookjukkroww
@lazadath
@dancegirlygang
@ps_officialth
@arteemeen
@loverperth_ppp

Top Mentioned in G10:
@borisjohnson
@hprigmore
@doctor_oxford
@nicolasturgeon
@karl_trotsky
@supportourlefty
@conservatives
@scotgov
@business
@layt2000

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@georgekurianinc
@edinburghwatch
@s9tmt
@monicasloves
@threadreaderapp
@independent
@yusufyuie
@pavan_sethi
@bkindngood

Top Tweeters in G1:
@s9tmt
@billieo2
@melissajpeltier
@leslielee327
@solomonmissouri
@beccanalia
@marciabunney
@johnnydee62
@ridim_luv
@flyhyland

Top Tweeters in G2:
@drpatfarrell
@stanleysuen
@tolajobjobs
@pro4tlzz
@havantacluotmp
@brought_to_you
@912croozefm
@janicemorphet
@gnomeicide
@martindvz

Top Tweeters in G3:
@foxnews
@wernerkeil
@jjohnson2u
@therickwilson
@huffpostpol
@davidmweissman
@argusdog1206
@vicbullard
@learnpolsci
@parkeyjennifer

Top Tweeters in G4:
@yusufyuie
@yarosisnancy
@awelab1956
@windmillcharger
@nytimes
@godofthelowkey
@starsunflash21
@mcnejames
@smackmom25
@alejocastillo81

Top Tweeters in G5:
@satirist_indian
@ajitkumar_kanan
@oppressedhindu
@sumit_sangwan18
@moin2_k
@pinky67831250
@manavnautiya
@qureshiaman49
@choosegudperson
@hashankaranaray

Top Tweeters in G6:
@1ed06e2568ac4d8
@escafint
@dori58
@julioal18175505
@perviver
@populeiros
@vmezadelc
@el_partal
@ronfraba
@rubiela33

Top Tweeters in G7:
@aajtak
@tv9gujarati
@bjp4india
@vtvgujarati
@sandeshnews
@ribadiyadipen
@envee38
@indiatimes
@amritanjaliabh1
@incindia

Top Tweeters in G8:
@bkindngood
@theresannn1
@kausikdatta22
@edengatekeeper
@lesko_susan
@iddybud
@yo_martinez
@susannadw
@reallyandrea
@leonlsutton

Top Tweeters in G9:
@noonathty
@mookjirat
@_llookwaa_
@modm_pm
@md_ppe
@mmmmoeyly
@ys_ppe
@perthppe2003
@nanadeardeer
@shyboyun20

Top Tweeters in G10:
@business
@zerohedge
@morrisons
@terrilltf
@shambles151
@newsanceandgg
@cllrbsilvester
@henriklubo
@bluearmyfaction
@the_uk_needsyou


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