PPE, Twitter, 5/29/2020 5:47:28 PM, 228484


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PPE_2020-05-29_00-38-25.xlsx
PPE_2020-05-29_00-38-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2020
Short Description:
PPE via NodeXL https://bit.ly/36Izfs3
@matthancock
@atea1000chips
@leelee24305982
@realdonaldtrump
@borisjohnson
@mikecoulson48
@who
@iamsinglasumit
@ghs
@david_leavitt

Top hashtags:
#executiveorder
#ppe
#covid19
#clapforcarers
#thegreatgrift
#coronavirus
#covid__19

Description:
Description
The graph represents a network of 6,471 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, 29 May 2020 at 07:40 UTC.

The requested start date was Friday, 29 May 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, 36-minute period from Wednesday, 27 May 2020 at 11:35 UTC to Thursday, 28 May 2020 at 12:12 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 : 6471
Unique Edges : 4175
Edges With Duplicates : 8306
Total Edges : 12481
Number of Edge Types : 5
Tweet : 977
Retweet : 3886
MentionsInRetweet : 5593
Replies to : 603
Mentions : 1422
Self-Loops : 1004
Reciprocated Vertex Pair Ratio : 0.00887409872434831
Reciprocated Edge Ratio : 0.0175920835623969
Connected Components : 1136
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 2842
Maximum Edges in a Connected Component : 6874
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.782092
Graph Density : 0.000173786889408148
Modularity : 0.577345
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,471 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, 29 May 2020 at 07:40 UTC.

The requested start date was Friday, 29 May 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, 36-minute period from Wednesday, 27 May 2020 at 11:35 UTC to Thursday, 28 May 2020 at 12:12 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:
[57] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_tw
[45] https://www.youtube.com/watch?v=14Ygl2DiUdQ&feature=youtu.be

[39] https://cartridgeworld.com/ppe-supplies/
[29] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy
[23] https://navbharattimes.indiatimes.com/state/gujarat/ahmedabad/gujarat-police-arrests-two-who-theft-corpses-from-corona-dead-patient-in-ahmedabad/articleshow/75935697.cms?utm_source=twitter&utm_campaign=nbtmobile&utm_medium=referral
[11] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_iOSApp_Other
[10] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_AndroidApp_Tweet
[8] https://www.bbc.co.uk/news/world-europe-52807526
[8] https://navbharattimes.indiatimes.com/state/himachal-pradesh/shimla/himachal-bjp-chief-rajeev-bindal-resigns-after-fire-of-ppe-scam-engulfs-the-party/articleshow/76037120.cms?utm_source=twitter&utm_campaign=nbtmobile&utm_medium=referral
[7] https://theprint.in/opinion/on-my-first-day-of-covid-icu-duty-i-bled-in-my-ppe-periods-happen-even-in-a-pandemic/430967/

Top URLs in Tweet in G1:
[2] https://www.washingtonpost.com/health/top-hhs-watchdog-being-replaced-by-trump-says-inspectors-general-must-work-free-from-political-intrusion/2020/05/26/5c83f41a-9f49-11ea-9590-1858a893bd59_story.html
[1] https://twitter.com/brown_sph/status/1265354544436916224
[1] https://www.youtube.com/watch?v=iBAIff8X79c&feature=youtu.be


Top URLs in Tweet in G2:
[39] https://cartridgeworld.com/ppe-supplies/
[15] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_tw
[8] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy
[6] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_AndroidApp_Tweet
[5] https://twitter.com/RishiSunak/status/1265592505724256257
[3] https://navbharattimes.indiatimes.com/state/gujarat/ahmedabad/gujarat-police-arrests-two-who-theft-corpses-from-corona-dead-patient-in-ahmedabad/articleshow/75935697.cms?utm_source=twitter&utm_campaign=nbtmobile&utm_medium=referral
[3] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_iOSApp_Other
[2] http://www.thejournal.ie/
[2] https://thejournal.ie:443/?utm_content=socialchampKS2iy5FLN1&utm_medium=social&utm_source=twitter.com&utm_campaign=socialchamp.io
[2] https://twitter.com/rishisunak/status/1265592505724256257

Top URLs in Tweet in G3:
[4] https://schoolsweek.co.uk/rotas-for-primary-pupils-u-turn-on-fsm-vouchers-and-ppe-concerns-gibb-at-education-committee/
[2] https://www.chesterfield.co.uk/2020/05/outwood-academy-newbold-donates-ppe-to-local-key-workers/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/ukinchina/status/1265362228796166146
[1] https://www.spectator.co.uk/article/escaping-the-dragon-the-governments-new-approach-to-china
[1] https://twitter.com/SkyNews/status/1261329991708684294
[1] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_AndroidApp_Tweet
[1] https://fullfact.org/health/cummings-blog-coronavirus/
[1] https://twitter.com/chrisgiles_/status/1265885480144470023
[1] https://twitter.com/rishisunak/status/1265592505724256257
[1] https://www.business-live.co.uk/enterprise/campaign-urging-east-midlands-firms-18294149

Top URLs in Tweet in G4:
[1] https://globalnews.ca/news/6858818/coronavirus-china-united-front-canada-protective-equipment-shortage/
[1] https://www.youtube.com/watch?v=zUfPK3TMsUo&feature=youtu.be

[1] https://www.youtube.com/watch?v=zUfPK3TMsUo

[1] https://navbharattimes.indiatimes.com/state/himachal-pradesh/shimla/himachal-bjp-chief-rajeev-bindal-resigns-after-fire-of-ppe-scam-engulfs-the-party/articleshow/76037120.cms
[1] https://twitter.com/smritiirani/status/1265847476411457541
[1] https://twitter.com/sharmanagendar/status/1265648251404984320
[1] https://boltahindustan.in/bh-news/himachal-pradesh-bjp-president-resigns-after-ppe-kit-scam/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=KIeTR6UdVuk&feature=youtu.be

[2] https://timesofindia.indiatimes.com/india/india-becomes-worlds-second-largest-manufacturer-of-ppe-body-coveralls-centre/articleshow/75871010.cms
[2] https://hindi.news18.com/news/madhya-pradesh/bhopal-rss-stands-with-corona-warriors-200-ppe-kit-distributed-in-bhopal-mpss-nodgm-3076174.html
[2] https://www.jagran.com/jammu-and-kashmir/jammu-rss-to-provide-ppe-kits-to-corona-warriors-20230337.html
[1] https://bit.ly/2TLQGm0
[1] https://www.youtube.com/watch?v=FXhRDz4u_28

[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1627442
[1] https://pib.gov.in/PressReleseDetailm.aspx?PRID=1627442#
[1] https://www.mohfw.gov.in/pdf/Advisoryonreprocessingandreuseofeyeprotectiongoggles.pdf
[1] https://www.thehindubusinessline.com/economy/how-the-10000-crore-ppe-industry-popped-up-in-two-months/article31692099.ece

Top URLs in Tweet in G7:
[20] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_tw
[3] https://www.theguardian.com/commentisfree/2020/may/27/scientists-ministers-dominic-cummings-advisers-government-coronavirus
[2] https://www.crowdjustice.com/case/nhs-ppe/
[1] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy
[1] https://twitter.com/deborahmeaden/status/1265244843988652035
[1] https://twitter.com/ChrisGiles_/status/1265885480144470023
[1] https://twitter.com/RishiSunak/status/1265592505724256257

Top URLs in Tweet in G8:
[8] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy
[3] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_tw
[2] https://www.theguardian.com/p/evexx/stw
[1] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=share_btn_fb
[1] https://www.theguardian.com/commentisfree/2020/may/27/privatisation-uk-disatrous-coronavirus-response-ppe-care-homes-corporate-power-public-policy?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/jackson_carlaw/status/1265565786971742208

Top URLs in Tweet in G9:
[45] https://www.youtube.com/watch?v=14Ygl2DiUdQ&feature=youtu.be

[4] https://trib.al/943ilue
[1] https://www.citizensforethics.org/fema-no-answers-distribution-ppe-national-stockpile/

Top URLs in Tweet in G10:
[16] https://navbharattimes.indiatimes.com/state/gujarat/ahmedabad/gujarat-police-arrests-two-who-theft-corpses-from-corona-dead-patient-in-ahmedabad/articleshow/75935697.cms?utm_source=twitter&utm_campaign=nbtmobile&utm_medium=referral
[2] https://navbharattimes.indiatimes.com/state/gujarat/ahmedabad/gujarat-police-arrests-two-who-theft-corpses-from-corona-dead-patient-in-ahmedabad/articleshow/75935697.cms

Top Domains
Top Domains in Tweet in Entire Graph:
[137] twitter.com
[126] theguardian.com
[72] co.uk
[64] youtube.com
[47] indiatimes.com
[39] cartridgeworld.com
[19] bit.ly
[10] trib.al
[10] thehindubusinessline.com
[9] org.uk

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

Top Domains in Tweet in G2:
[52] twitter.com
[39] cartridgeworld.com
[38] theguardian.com
[28] co.uk
[6] youtube.com
[5] indiatimes.com
[4] instagram.com
[4] thejournal.ie
[3] cbc.ca
[2] engadget.com

Top Domains in Tweet in G3:
[8] co.uk
[5] twitter.com
[1] theguardian.com
[1] fullfact.org

Top Domains in Tweet in G4:
[2] youtube.com
[2] twitter.com
[1] globalnews.ca
[1] indiatimes.com
[1] boltahindustan.in

Top Domains in Tweet in G5:
[4] gov.in
[3] youtube.com
[2] bit.ly
[2] twitter.com
[2] indiatimes.com
[2] news18.com
[2] jagran.com
[1] thehindubusinessline.com

Top Domains in Tweet in G7:
[24] theguardian.com
[3] twitter.com
[2] crowdjustice.com

Top Domains in Tweet in G8:
[15] theguardian.com
[1] twitter.com

Top Domains in Tweet in G9:
[45] youtube.com
[4] trib.al
[1] citizensforethics.org

Top Domains in Tweet in G10:
[18] indiatimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[980] executiveorder
[231] ppe
[130] covid19
[75] clapforcarers
[42] thegreatgrift
[39] coronavirus
[29] covid__19
[23] लैबटेक्नीशियन
[21] kdppe
[20] covid_19



Top Hashtags in Tweet in G1:
[974] executiveorder
[5] coronavirus
[2] byedon2020
[2] covidiot
[2] trumpliesamericansdie
[2] failureinchief
[2] pureevil
[1] nobleprize
[1] getamericabacktowork
[1] inittogether

Top Hashtags in Tweet in G2:
[52] ppe
[17] covid19
[8] coronavirus
[6] facemasks
[5] nhs
[5] 刀ステ無料一挙配信
[4] clapfornhs
[3] ppeshortage
[3] socialdistancing
[3] quarantine

Top Hashtags in Tweet in G3:
[9] ppe
[4] cummnings
[3] cummings
[3] publichealth
[2] chesterfieldnews
[2] coronavirus
[2] testing
[1] cumgate
[1] nuffsaid
[1] lovechesterfield

Top Hashtags in Tweet in G4:
[3] डिटेंशन_कैंप
[3] क्वारेंटाइन_सेंटर
[3] ppe
[1] भ्रष्ट_भाजपा_राज
[1] joinspeakupindia
[1] गरीबों
[1] भाजपा_से_सवाल_करो
[1] himachalpradesh
[1] bjp
[1] ppekit

Top Hashtags in Tweet in G5:
[16] covid19
[16] coronawarriors
[8] indiafightscorona
[4] ppe
[4] coronavirusupdates
[4] ppekit
[4] goggles
[2] aatmanirbharbharat
[2] coronaoutbreak
[2] aarnoimamata

Top Hashtags in Tweet in G6:
[1] civicduty

Top Hashtags in Tweet in G7:
[73] clapforcarers
[21] covid19
[1] toryliescostlives
[1] bloodontheirhands
[1] toriesliepeopledie

Top Hashtags in Tweet in G8:
[6] fmqs

Top Hashtags in Tweet in G9:
[42] thegreatgrift
[25] ppe
[4] ppegate
[2] executiveorder

Top Hashtags in Tweet in G10:
[23] covid__19
[1] speakupindia

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1030] realdonaldtrump
[980] took
[979] day
[979] twitter
[975] one
[975] upset
[974] issue
[974] #executiveorder
[974] called
[970] david_leavitt

Top Words in Tweet in G2:
[297] ppe
[132] क
[84] supplies
[74] ल
[67] र
[61] ह
[60] त
[57] म
[57] ट
[52] #ppe

Top Words in Tweet in G3:
[137] ppe
[82] matthancock
[40] rishisunak
[31] testing
[27] care
[27] people
[25] test
[24] more
[23] good
[22] piersmorgan

Top Words in Tweet in G4:
[1081] क
[702] स
[567] ट
[435] ल
[419] म
[381] त
[349] ब
[313] प
[274] न
[259] ज

Top Words in Tweet in G5:
[118] ppe
[70] क
[66] ल
[55] kits
[55] ह
[47] ट
[39] म
[38] coveralls
[37] स
[35] त

Top Words in Tweet in G6:
[224] deaths
[113] government
[112] actions
[112] led
[112] 60k
[112] excess
[112] 3rd
[112] worst
[112] death
[112] rate

Top Words in Tweet in G7:
[147] enough
[76] instead
[75] during
[74] meenalsworld
[74] doctor
[73] appreciated
[73] support
[73] #clapforcarers
[73] clapping
[72] tonigh

Top Words in Tweet in G8:
[60] georgemonbiot
[56] story
[47] cummings
[45] government's
[44] failure
[44] protect
[43] important
[43] occupies
[43] minds
[43] outrageous

Top Words in Tweet in G9:
[49] profiteering
[47] bankspatriot
[46] scheme
[44] trump
[44] well
[43] sourced
[42] #thegreatgrift
[36] ppe
[27] realdonaldtrump
[25] #ppe

Top Words in Tweet in G10:
[326] क
[299] र
[291] त
[219] ज
[217] ल
[161] म
[150] थ
[122] च
[122] स
[119] न

Top Word Pairs
Top Word Pairs in Tweet in G2:
[974] ppe,supplies
[974] introducing,cartridge
[974] cartridge,world
[974] world,cares
[974] cares,range
[974] range,ppe
[974] supplies,conveniently
[972] conveniently,order
[968] order,regular
[968] regular,printer

Top Word Pairs in Tweet in G3:
[40] good,news
[39] care,homes
[39] reopening,schools
[39] liar,matthancock
[39] rishisunak,correction
[39] correction,sunak
[39] sunak,good
[39] news,we've
[39] we've,waiting
[39] waiting,ppe

Top Word Pairs in Tweet in G4:
[20] ट,ल
[17] घ,ट
[16] ब,ज
[16] ज,प
[15] क,ट
[15] ppe,क
[15] ल,क
[15] ह,म
[15] म,चल
[15] स,क

Top Word Pairs in Tweet in G5:
[224] ppe,kits
[222] kits,manufactured
[201] ट,ल
[201] manufactured,citra
[190] citra,certified
[171] certified,coveralls
[167] coveralls,crossed
[166] crossed,one
[165] one,cr
[162] cr,mark

Top Word Pairs in Tweet in G6:
[36] government,actions
[31] actions,led
[28] led,60k
[27] 60k,excess
[27] excess,deaths
[27] deaths,3rd
[27] 3rd,worst
[27] worst,death
[27] death,rate
[27] rate,world

Top Word Pairs in Tweet in G7:
[112] enough,enough
[112] enough,doctor
[112] doctor,appreciated
[112] appreciated,support
[112] support,during
[112] during,#clapforcarers
[112] #clapforcarers,instead
[112] instead,clapping
[112] meenalsworld,enough
[112] clapping,tonigh

Top Word Pairs in Tweet in G8:
[73] cummings,story
[73] story,important
[73] important,occupies
[73] occupies,minds
[73] minds,government's
[73] government's,outrageous
[73] outrageous,failure
[73] failure,protect
[72] georgemonbiot,cummings
[72] protect,co

Top Word Pairs in Tweet in G9:
[43] well,sourced
[43] #thegreatgrift,well
[43] profiteering,scheme
[43] #ppe,profiteering
[43] sourced,straightforward
[43] scheme,#thegreatgrift
[43] straightforward,video
[43] video,details
[42] records,fema
[42] fema,agency

Top Word Pairs in Tweet in G10:
[43] त,थ
[35] क,ट
[27] ppe,क
[25] च,र
[20] अस,पत
[20] पत,ल
[19] ग,रफ
[18] रफ,त
[18] त,र
[18] मर,ज

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@rishisunak
@matthancock
@pso2_nito
@naval_ppe
@stopthecut2020
@joebiden
@sanofieg
@governorva
@david_leavitt

Top Replied-To in G1:
@realdonaldtrump
@joebiden
@david_leavitt
@judiciarygop
@lindasuhler
@senatemajldr
@presssec
@mollyjongfast
@thetweetofgod
@danpatrick

Top Replied-To in G2:
@bowamedicaluk

Top Replied-To in G3:
@rishisunak
@matthancock
@10downingstreet
@borisjohnson
@piersmorgan
@kayburley
@campbellclaret
@deborahafrench
@margaret_ruane
@bob_london

Top Replied-To in G4:
@ajitanjum

Top Replied-To in G5:
@captain93856287
@pti_news
@manmundra
@arvindkejriwal
@ashutosh83b
@drrpnishank
@drharshvardhan
@indian__doctor
@purohit_vinay
@amitshah4bjp

Top Replied-To in G6:
@pessoan_blue
@tonybv91
@jolyonmaugham

Top Replied-To in G7:
@sam_arkim
@simonjwelch
@jamesmelville

Top Replied-To in G8:
@jackson_carlaw
@starbright164
@ibumoragmartin
@pealind

Top Replied-To in G9:
@realdonaldtrump
@speakerpelosi
@sethabramson
@realomarnavarro
@errolwebber
@crewcrew
@adamparkhomenko
@gtconway3d
@jack
@preetbharara

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@david_leavitt
@ajitanjum
@nhsmillion
@atea1000chips
@alexberenson
@meenalsworld
@matthancock
@georgemonbiot
@_garrywalia

Top Mentioned in G1:
@realdonaldtrump
@david_leavitt
@joebiden
@kenjeong
@jim_jordan
@twitter
@fanne1stephanie
@judiciarygop
@restoredemos
@reploudermilk

Top Mentioned in G2:
@farzalsays
@danish_saifi786
@man_integrated
@nileshshekokar
@bhawarsaran
@iambippu

Top Mentioned in G3:
@matthancock
@rishisunak
@piersmorgan
@campbellclaret
@schoolsweek
@smilinglaura
@redradicals
@keir_starmer
@borisjohnson
@bbclaurak

Top Mentioned in G4:
@ajitanjum
@kapsology
@boltahindustan
@scoopercooper
@drsarvapriya
@tonyjatinder9
@lambaalka
@adeel_khan_azmi
@anuragverma_sp
@ssp25_

Top Mentioned in G5:
@blsanthosh
@cbic_india
@narendramodi
@smritiirani
@pmoindia
@drharshvardhan
@texminindia
@pib_india
@amitshah
@covidindiaseva

Top Mentioned in G6:
@nhsmillion
@ssaig
@jolyonmaugham
@herman_a_german
@lindahurrell

Top Mentioned in G7:
@meenalsworld
@jamesmelville
@richardjmurphy
@nhsmillion
@petermbenglish
@williamsonkev
@gavindrew7
@simondale4367
@redfern_ian
@carolecadwalla

Top Mentioned in G8:
@georgemonbiot
@droversl
@chrismousse3
@we_ownit
@marcuschown
@jackson_carlaw
@vlad911zx
@chrisjarvisdiy
@mckinlay_liz
@ibumoragmartin

Top Mentioned in G9:
@bankspatriot
@realdonaldtrump
@crewcrew
@quarantinedlif1
@jack
@kathygriffin
@errolwebber
@nytimes
@pulitzerprizes
@preetbharara

Top Mentioned in G10:
@_garrywalia
@imarunoday
@nagrik18
@speedytohike
@ashraffem
@sujitsingh__

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@scarletmonahan
@edinburghwatch
@british_airways
@s9tmt
@independent
@sainsburys
@jeena203
@debrammason1
@aaplogical

Top Tweeters in G1:
@eykis
@mdjacksondallas
@lindasuhler
@rf_jenkins
@derzul
@kindlee55
@lbpyyz
@dawneryans
@nort_lights
@bresla_linda

Top Tweeters in G2:
@scarletmonahan
@derangedradio
@gazzahead
@nofnews_ghana
@alldailyrepnews
@derektmckinney
@zaibatsu
@rachisageek
@1stsveltecelt
@frank_oppong

Top Tweeters in G3:
@suegray834
@skynews
@shambles151
@dralexconcorde
@dailymailuk
@pam_nashes
@goulcher
@amacdonald866
@fgr62
@webackboris

Top Tweeters in G4:
@yymods
@nayyar76
@jafarali333
@bhootsantosh
@aam_nationalist
@gandhiincindia
@atheistmayra
@kapsology
@tonyjatinder9
@amms28

Top Tweeters in G5:
@rajendr76194898
@indigo6e
@raghuramanmenon
@pib_india
@sharsanj
@bjp4india
@ddnewslive
@dsktweets
@rajakumaari
@khushikadri

Top Tweeters in G6:
@s9tmt
@dormousegirl
@marypcbuk
@knitagran
@david96212152
@lindahurrell
@bevjohnst
@snuggles84
@abnormalabner
@dudlypaul

Top Tweeters in G7:
@dementedbonxie
@j_sutherland2
@velvetsilk
@maurlind
@lostindisco
@rapsiencyn
@mlvalentino1
@carbonsaveruk
@lareynedepee
@petermbenglish

Top Tweeters in G8:
@mckinlay_liz
@childofalba
@ferguson2811
@mvanderkist
@peterjukes
@sallymos
@b12snp
@idontmind64
@45albannach
@marcuschown

Top Tweeters in G9:
@nytimes
@boandsunny
@novembermatters
@sandykalano
@tony201713
@brokenwing2005
@jwhallin
@cnnpolitics
@carollei4
@lynmaree56

Top Tweeters in G10:
@imarunoday
@ansari75291795
@raj_drrk
@anilkumarsaga11
@manav_walia
@gmdshahidansari
@spatel_indian
@nagrik18
@vishalvkumar
@speedytohike