Polio, Twitter, 6/24/2022 2:21:05 AM, 278688


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Polio_2022-06-23_18-37-08.xlsx
Polio_2022-06-23_18-37-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2022
Short Description:
Polio via NodeXL https://bit.ly/3um8tCT
@leilanidowding
@implausibleblog
@martymakary
@mamamaisonbleu
@johnaalogan
@bbcnews
@mitsawokett_uk
@aseefabz
@andrewlazarus4
@roxarrow66

Top hashtags:
#polio
#smbb
#happybirthdaysmbb
#پاک_فوج_فخر_ہمارا
#billgates
#bhutto

Description:
Description
The graph represents a network of 9,573 Twitter users whose tweets in the requested range contained "Polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 June 2022 at 01:45 UTC.

The requested start date was Friday, 24 June 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, 22-hour, 35-minute period from Monday, 20 June 2022 at 13:28 UTC to Thursday, 23 June 2022 at 12:04 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 : 9573
Unique Edges : 6426
Edges With Duplicates : 10881
Total Edges : 17307
Number of Edge Types : 5
Retweet : 4687
MentionsInRetweet : 5788
Tweet : 1294
Replies to : 1958
Mentions : 3580
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.0175918686473808
Reciprocated Edge Ratio : 0.0345754898194391
Connected Components : 1574
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 4840
Maximum Edges in a Connected Component : 10939
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 9.176349
Graph Density : 0.000113627489279052
Modularity : 0.609363
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,573 Twitter users whose tweets in the requested range contained "Polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 June 2022 at 01:45 UTC.

The requested start date was Friday, 24 June 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, 22-hour, 35-minute period from Monday, 20 June 2022 at 13:28 UTC to Thursday, 23 June 2022 at 12:04 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 : Polio
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:
[68] https://twitter.com/lionheart1759/status/1539240369774370817
[29] https://www.forbes.com/sites/williamhaseltine/2022/06/20/there-may-be-a-new-polio-epidemic-on-its-wayif-so-what-we-can-do-part-ii/
[17] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[16] https://www.dailymail.co.uk/health/article-10945049/Polio-outbreak-UK-Just-teens-parts-London-vaccinated.html
[15] https://www.dailymail.co.uk/health/article-10938639/Polio-spreading-UK-time-40-years-Evolved-version-virus-London-sewage.html
[15] https://news.sky.com/story/traces-of-polio-virus-found-in-london-sewage-as-health-officials-declare-national-incident-12638443
[14] https://theprint.in/health/after-discovery-of-polio-virus-in-sewage-sample-kolkata-civic-body-steps-up-surveillance/998191/
[12] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[10] https://www.nytimes.com/2022/06/22/health/uk-polio-london-poliovirus.html
[9] https://inews.co.uk/news/health/polio-found-in-uk-for-first-time-since-1984-as-government-declares-national-incident-1700359

Top URLs in Tweet in G1:
[47] https://twitter.com/lionheart1759/status/1539240369774370817
[17] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[5] https://www.forbes.com/sites/williamhaseltine/2022/06/20/there-may-be-a-new-polio-epidemic-on-its-wayif-so-what-we-can-do-part-ii/
[5] https://www.forbes.com/sites/williamhaseltine/2022/06/20/there-may-be-a-new-polio-epidemic-on-its-wayif-so-what-we-can-do-part-ii/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.dailymail.co.uk/health/article-10945049/Polio-outbreak-UK-Just-teens-parts-London-vaccinated.html
[3] https://unjoblist.org/vacancy/?440215
[3] https://www.npr.org/sections/goatsandsoda/2022/06/22/1106711204/polio-found-in-u-k-for-the-first-time-in-nearly-40-years-heres-what-it-means
[2] https://twitter.com/mildanalyst/status/1538926357991854082
[2] https://www.nabaz-e-punjab.com/polio-campaign-32724-children-given-polio-drops-third-day/
[2] https://www.nabaz-e-punjab.com/polio-campaign-on-the-second-children-door-to-door-polio-drop/

Top URLs in Tweet in G2:
[3] http://www.emro.who.int/press-releases/2005/gates-foundation-funds-new-polio-vaccine-to-accelerate-eradication-efforts.html
[1] https://twitter.com/TheInsiderPaper/status/1539605304056619009
[1] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[1] https://gladstone.org/news/natural-immunity-omicron-weak-and-limited-study-finds
[1] https://www.nytimes.com/2018/11/19/health/vaccines-poverty.html
[1] https://www.medrxiv.org/content/10.1101/2022.04.18.22271936v1
[1] https://twitter.com/martymakary/status/1538836537378590722
[1] https://www.npr.org/sections/goatsandsoda/2022/04/26/1092867458/vaccine-derived-polio-is-on-the-rise-a-new-vaccine-aims-to-stop-the-spread

Top URLs in Tweet in G3:
[3] http://brexit.As
[2] https://news.sky.com/story/traces-of-polio-virus-found-in-london-sewage-as-health-officials-declare-national-incident-12638443
[2] https://www.bbc.co.uk/news/health-61896411
[1] https://www.theguardian.com/environment/2022/may/02/untreated-sewage-discharge-england-coastal-bathing-waters-2021
[1] https://twitter.com/gpcody60/status/1539863170222899203
[1] https://www.forbes.com/sites/williamhaseltine/2022/06/20/there-may-be-a-new-polio-epidemic-on-its-wayif-so-what-we-can-do-part-ii/?sh=8dd46ec1b038
[1] https://www.nationalworld.com/news/politics/how-did-my-mp-vote-on-sewage-list-of-mps-who-voted-for-and-against-dumping-raw-sewage-into-seas-and-rivers-3433000
[1] https://twitter.com/Shambles151/status/1539687813582671872
[1] https://www.thetimes.co.uk/article/polio-back-in-britain-for-first-time-in-40-years-psj86xlxs

Top URLs in Tweet in G4:
[3] https://news.sky.com/story/traces-of-polio-virus-found-in-london-sewage-as-health-officials-declare-national-incident-12638443
[2] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[2] https://www.theguardian.com/global-development/2022/jun/07/polio-outbreak-in-pakistan-worsens-as-eighth-child-reported-paralysed#:~:text=In%20April%202019%2C%20more%20than,vaccines%20causing%20fainting%20and%20vomiting
[2] https://www.gbnews.uk/news/polio-outbreak-detected-in-uk-sewage-samples-despite-virus-being-officially-eradicated-in-2003/322773
[1] http://a.msn.com/01/en-gb/AAYJKmj?ocid=st
[1] https://twitter.com/elaines60504454/status/1539603902429118465
[1] https://news.sky.com/story/polio-detection-of-virus-in-london-is-a-major-blow-but-it-has-little-chance-of-spreading-widely-12638525?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/polio-detection-of-virus-in-london-is-a-major-blow-but-it-has-little-chance-of-spreading-widely-12638525
[1] https://news.sky.com/watch-live
[1] https://twitter.com/sutty56/status/1539674711336124417

Top URLs in Tweet in G6:
[7] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[5] https://www.independent.co.uk/news/health/polio-outbreak-symptoms-london-cases-b2107438.html
[3] https://inews.co.uk/news/health/polio-found-in-uk-for-first-time-since-1984-as-government-declares-national-incident-1700359
[1] https://bit.ly/38OhMmR
[1] https://twitter.com/sebpowell/status/1479501858146328580?s=20&t=sYJJxBbv8dAuscWJQAKm3Q
[1] https://twitter.com/LovesCanada8/status/1539661735141187584
[1] https://threadreaderapp.com/thread/1479501858146328580.html
[1] https://www.medrxiv.org/content/10.1101/2021.06.25.21259371v1
[1] https://twitter.com/toadmeister/status/1539854515578368002
[1] https://mobile.twitter.com/forrestmaready/status/1005127713848463361

Top URLs in Tweet in G7:
[1] https://www.mirror.co.uk/news/politics/breaking-polio-spreading-britain-first-27300404
[1] https://twitter.com/TiceRichard/status/1539875606053150720

Top URLs in Tweet in G8:
[2] https://www.theguardian.com/society/2022/jun/22/polio-uk-public-health-officials-declare-national-incident-over-poliovirus?CMP=share_btn_tw
[2] https://www.mirror.co.uk/news/politics/breaking-polio-spreading-britain-first-27300404?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.theguardian.com/society/2022/jun/22/polio-uk-public-health-officials-declare-national-incident-over-poliovirus
[1] https://twitter.com/silverrich39/status/1539685493046235136
[1] https://twitter.com/theipaper/status/1539595051885527040
[1] http://t.It

Top URLs in Tweet in G9:
[13] https://theprint.in/health/after-discovery-of-polio-virus-in-sewage-sample-kolkata-civic-body-steps-up-surveillance/998191/
[4] https://www.sciencedaily.com/releases/2022/06/220615211330.htm
[2] https://www.theguardian.com/global-development/2022/jun/07/polio-outbreak-in-pakistan-worsens-as-eighth-child-reported-paralysed
[1] https://nyti.ms/3nbskAG
[1] https://news.un.org/en/story/2022/05/1118502

Top URLs in Tweet in G10:
[4] https://twitter.com/lionheart1759/status/1539240369774370817
[3] https://www.france24.com/en/live-news/20220530-nigerian-biker-completes-london-to-lagos-ride-for-polio-campaign
[2] https://twitter.com/BillGates/status/1536518063079583744
[2] https://www.ipsnews.net/2022/06/polio-eradication-will-take-funds-awareness/?utm_source=rss&utm_medium=rss&utm_campaign=polio-eradication-will-take-funds-awareness
[1] https://www.theguardian.com/global-development/2019/nov/28/polio-outbreaks-in-four-african-countries-caused-by-mutation-of-strain-in-vaccine
[1] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[1] https://twitter.com/MaryamNSharif/status/1537392351668482051
[1] https://polioeradication.org/news-post/an-imam-promotes-the-power-of-vaccines-in-war-torn-yemen/
[1] https://twitter.com/unicef_bissau/status/1539000553598066688
[1] https://www.ipsnews.net/2022/06/polio-eradication-will-take-funds-awareness/

Top Domains
Top Domains in Tweet in Entire Graph:
[281] twitter.com
[116] co.uk
[52] forbes.com
[40] theguardian.com
[27] youtube.com
[20] sky.com
[17] npr.org
[17] flipa.net
[15] nih.gov
[15] theprint.in

Top Domains in Tweet in G1:
[144] twitter.com
[22] co.uk
[17] flipa.net
[12] forbes.com
[6] theguardian.com
[5] washingtonpost.com
[5] youtube.com
[5] npr.org
[4] mailchi.mp
[4] nabaz-e-punjab.com

Top Domains in Tweet in G2:
[3] who.int
[2] twitter.com
[1] theguardian.com
[1] gladstone.org
[1] nytimes.com
[1] medrxiv.org
[1] npr.org

Top Domains in Tweet in G3:
[3] co.uk
[3] brexit.as
[2] sky.com
[2] twitter.com
[1] theguardian.com
[1] forbes.com
[1] nationalworld.com

Top Domains in Tweet in G4:
[6] sky.com
[5] theguardian.com
[3] co.uk
[2] twitter.com
[2] gbnews.uk
[1] msn.com
[1] nature.com
[1] science.org
[1] expose-news.com
[1] go.com

Top Domains in Tweet in G6:
[8] co.uk
[7] theguardian.com
[4] twitter.com
[1] bit.ly
[1] threadreaderapp.com
[1] medrxiv.org
[1] polioeradication.org

Top Domains in Tweet in G7:
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G8:
[3] theguardian.com
[2] twitter.com
[2] co.uk
[1] t.it

Top Domains in Tweet in G9:
[13] theprint.in
[4] sciencedaily.com
[2] theguardian.com
[1] nyti.ms
[1] un.org

Top Domains in Tweet in G10:
[8] twitter.com
[3] france24.com
[3] ipsnews.net
[2] theguardian.com
[1] polioeradication.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[339] polio
[110] smbb
[106] happybirthdaysmbb
[63] پاک_فوج_فخر_ہمارا
[48] billgates
[46] bhutto
[43] brexitreality
[41] thursdayvibes
[30] endpolio
[24] poliovirus



Top Hashtags in Tweet in G1:
[36] polio
[16] infanciaconfuturo
[16] vacúnaleya
[5] ilovepakarmy
[5] bajwadoctrine
[5] behindyoubajwa
[5] noarmynopakistan
[5] covid19
[5] poliovirus
[4] monkeypox

Top Hashtags in Tweet in G2:
[3] covaxin
[1] sads
[1] sids

Top Hashtags in Tweet in G3:
[10] polio
[7] rawsewage
[2] brexitreality
[2] thursdayvibes
[2] johnsonout
[2] dontvotetory
[1] toriesbadforbritain
[1] brexitbenefits
[1] libertarian
[1] sewage

Top Hashtags in Tweet in G4:
[25] polio
[2] dontvotetory
[1] kayburley

Top Hashtags in Tweet in G6:
[3] polio
[1] mrna
[1] poliovaccine

Top Hashtags in Tweet in G7:
[36] brexitreality
[36] thursdayvibes
[1] polio
[1] washyourhands
[1] washfruitandveg

Top Hashtags in Tweet in G8:
[66] polio
[1] endsewagepollution
[1] monkeypox

Top Hashtags in Tweet in G9:
[3] covid
[3] monkeypox
[3] polio

Top Hashtags in Tweet in G10:
[5] endpolio
[3] polio
[2] importedgovtnotacceptable
[2] vaccineswork
[2] unclekunle
[2] fearwomen
[2] asuu
[2] obaseki
[2] peshawar
[2] lionheart

Top Words
Top Words in Tweet in Entire Graph:
[7308] polio
[1447] vaccine
[762] children
[738] covid
[629] sewage
[619] million
[586] back
[581] before
[547] virus
[518] vaccines

Top Words in Tweet in G1:
[579] polio
[100] vaccine
[59] virus
[39] london
[38] uk
[36] #polio
[31] covid
[31] sewage
[30] children
[30] back

Top Words in Tweet in G2:
[500] polio
[488] martymakary
[470] vaccine
[459] children
[453] before
[448] million
[447] studied
[447] broadly
[447] recommended
[15] covid

Top Words in Tweet in G3:
[479] polio
[240] sewage
[223] raw
[216] implausibleblog
[213] waterways
[210] conservative
[209] dump
[208] remember
[208] party
[208] voted

Top Words in Tweet in G4:
[455] polio
[94] london
[83] sewage
[71] covid
[68] found
[64] we've
[61] first
[59] year
[59] monkeypox
[59] afghanistan

Top Words in Tweet in G5:
[13] polio
[8] covid
[6] right
[6] vaccine
[6] mcfunny
[6] chimera414
[6] jonathanhannah
[6] willard1951
[5] conspiracy
[5] theorists

Top Words in Tweet in G6:
[267] polio
[90] leilanidowding
[80] gates
[75] vax
[72] cases
[70] robert
[70] kennedy
[70] 2018
[70] global
[59] vaccine

Top Words in Tweet in G7:
[129] polio
[113] dump
[112] water
[110] feargal_sharkey
[110] faecal
[110] contamination
[110] food
[110] good
[109] gather
[109] transmitted

Top Words in Tweet in G8:
[100] deborahmeaden
[95] polio
[80] raw
[71] discharge
[67] waterways
[66] #polio
[65] happens
[64] think
[61] sewerage
[51] water

Top Words in Tweet in G9:
[228] live
[126] covid
[116] same
[115] back
[114] craigwtweets
[114] unless
[114] turned
[114] clock
[114] medieval
[114] medicine

Top Words in Tweet in G10:
[180] polio
[116] lionheart1759
[100] inspiration923
[52] end
[32] don
[25] come
[23] oga
[22] women
[20] dey
[19] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[868] polio,vaccine
[466] million,children
[463] children,before
[460] vaccine,studied
[460] studied,million
[460] before,broadly
[460] broadly,recommended
[459] martymakary,polio
[290] polio,eradication
[270] raw,sewage

Top Word Pairs in Tweet in G1:
[43] polio,vaccine
[24] contra,polio
[20] polio,virus
[18] vacuna,contra
[17] against,polio
[17] polio,origen
[17] origen,sida
[15] polio,outbreak
[13] virus,polio
[13] polio,epidemic

Top Word Pairs in Tweet in G2:
[459] polio,vaccine
[452] martymakary,polio
[448] million,children
[447] vaccine,studied
[447] studied,million
[447] children,before
[447] before,broadly
[447] broadly,recommended
[7] martymakary,lisamarieboothe
[6] angvarisco,martymakary

Top Word Pairs in Tweet in G3:
[219] raw,sewage
[209] dump,raw
[208] remember,conservative
[208] conservative,party
[208] party,voted
[208] voted,dump
[208] sewage,waterways
[208] waterways,polio
[207] implausibleblog,remember
[58] back,2013

Top Word Pairs in Tweet in G4:
[56] far,year
[56] year,we've
[56] we've,polio
[56] polio,monkeypox
[56] monkeypox,covid
[56] covid,super
[56] super,gonorrhea
[56] gonorrhea,today
[56] today,threat
[56] threat,nuclear

Top Word Pairs in Tweet in G5:
[5] conspiracy,theorists
[5] theorists,right
[5] right,covid
[5] covid,vax
[5] vax,infertility
[5] infertility,'fact'
[5] 'fact',cancelled
[5] cancelled,doctors
[5] doctors,spoke
[4] markhubbard33,conspiracy

Top Word Pairs in Tweet in G6:
[70] robert,kennedy
[70] kennedy,2018
[70] 2018,global
[70] global,cases
[70] cases,polio
[70] polio,gates
[70] gates,vax
[69] leilanidowding,robert
[46] polio,virus
[23] virus,found

Top Word Pairs in Tweet in G7:
[110] contamination,food
[110] food,water
[109] gather,polio
[109] polio,transmitted
[109] transmitted,faecal
[109] faecal,contamination
[109] water,good
[109] good,job
[109] job,haven't
[109] haven't,spent

Top Word Pairs in Tweet in G8:
[71] discharge,raw
[62] think,happens
[61] deborahmeaden,think
[61] happens,discharge
[61] raw,sewerage
[61] sewerage,waterways
[61] waterways,#polio
[21] told,tories
[19] tories,privatising
[19] privatising,water

Top Word Pairs in Tweet in G9:
[115] covid,same
[114] unless,turned
[114] turned,clock
[114] clock,back
[114] back,medieval
[114] medieval,medicine
[114] medicine,live
[114] live,covid
[114] same,reason
[114] reason,couldn

Top Word Pairs in Tweet in G10:
[96] lionheart1759,inspiration923
[20] end,polio
[20] inspiration923,polio
[15] come,going
[14] inspiration923,don
[14] lion,heart
[13] polio,end
[13] papinla_,lionheart1759
[13] don,oga
[13] oga,lion

Top Replied-To
Top Replied-To in Entire Graph:
@lionheart1759
@christianfrmsyr
@martymakary
@rubinreport
@deborahmeaden
@emmaloumarsha11
@cdcdirector
@harryhol
@michell93595051
@therickwilson

Top Replied-To in G2:
@martymakary
@angvarisco
@skipwiley11
@kathmlee1
@voxdedana
@dougbright1
@derek57092651
@echn1998
@roberth95428780
@globalfreedomm

Top Replied-To in G3:
@gpcody60
@implausibleblog
@bigjon1981
@borisjohnson
@bnnuk
@mrharrycole
@emergmeddr
@xaraptor
@scottmi77664006
@matthewstadlen

Top Replied-To in G4:
@flowersenglish
@petersweden7
@lindsaypuppyd
@steven_stevens1
@skynews
@shelf_life64
@biffboff2
@percytheparrot
@workingshitout
@cherushiworst

Top Replied-To in G5:
@rockandroll432
@cuchulainncu
@shannonmj0
@fvckyourfear
@rfeynmansbongos
@djchicus
@kerry98198
@chrisjohnsonmd

Top Replied-To in G6:
@yardleyshooting
@sebpowell
@garethicke
@leilanidowding
@politicalorgasm
@kat_lindley
@plymouthian
@spkjayiii
@derek1448
@_dr_who_1

Top Replied-To in G7:
@sammyjoagain
@feargal_sharkey
@peterrevilo
@greatmitts
@modelexposure00

Top Replied-To in G8:
@deborahmeaden
@pjloughlin33
@tommothebiglad
@pla8y_
@damian_from
@amber_jonny
@monkeypoxc
@rewearmouth
@riotgrandma72
@juls85juls

Top Replied-To in G9:
@davidkharman
@mildanalyst
@chrislewislls
@elias_714
@thecovidlid
@abraarkaran
@shelleypakarine
@damiendmichaud
@craigwtweets
@kawalfinesse

Top Replied-To in G10:
@lionheart1759
@aproko_doctor
@teejones47
@yardleyshooting
@cromwellstuff
@guardian
@paraga
@ekemma
@christ4moi
@fitzgerald_da

Top Mentioned
Top Mentioned in Entire Graph:
@martymakary
@implausibleblog
@therickwilson
@okwutenetwork
@feargal_sharkey
@craigwtweets
@other_mrs
@inspiration923
@leilanidowding

Top Mentioned in G1:
@gotteskind9
@rssol64860963
@arthurfkek
@malickaqeel1
@ryszardm71
@ifeloluwa11
@aacamerano
@healthcareglob1
@muhamma01623040
@cole_davesc66

Top Mentioned in G2:
@martymakary
@lisamarieboothe
@megynkelly
@kathmlee1
@angvarisco
@truthandcoffee
@jessiejaneduff
@voxdedana
@merictrend
@leonarddoyle99

Top Mentioned in G3:
@implausibleblog
@other_mrs
@emergmeddr
@clarewenham
@jo_whiteheaduk
@bnnuk
@enprimeurlefty
@borisjohnson
@getnorthern
@conservatives

Top Mentioned in G4:
@mattchambs77
@shelf_life64
@daveatherton20
@markacropper
@petersweden7
@oflynnsocial
@skynews
@flowersenglish
@etadpole
@elaines60504454

Top Mentioned in G5:
@mcfunny
@chimera414
@jonathanhannah
@willard1951
@provaxtexan
@markhubbard33
@skepticalmutant
@lazlowoodbine42
@andrewlazarus4
@volpiranyas

Top Mentioned in G6:
@leilanidowding
@yardleyshooting
@stevem1bjr
@sebpowell
@bel_b30
@toadmeister
@orange_ade123
@aidthompsin
@plymouthian
@peck_neil

Top Mentioned in G7:
@feargal_sharkey
@markgar66730877
@arabin_patson
@implausibleblog
@defragovuk
@envagency
@pow_rebecca
@mmcminty
@iron_patriotrox
@vaccinatein

Top Mentioned in G8:
@deborahmeaden
@damian_from
@shambles151
@timewalkproject
@lemsip27
@silverrich39
@peterjukes
@georgegalloway
@wonkyclock007
@implausibleblog

Top Mentioned in G9:
@craigwtweets
@meetjess
@nytimes
@nicole_lee_sch
@zerocovidzoe
@samhersh01
@sportsfan00011
@dragonflyz16
@shopnicevintage
@_ulmerspatz

Top Mentioned in G10:
@inspiration923
@lionheart1759
@billgates
@papinla_
@sonjoe_kutuh
@a_blackwoman
@drhilaryjones
@endpolionow
@officialboladez
@unicefpolio

Top Tweeters
Top Tweeters in Entire Graph:
@nblackthorne
@recitesocial
@rk70534
@british_airways
@roblwilson
@cityreport
@united
@independent
@inabster
@sosorasora3

Top Tweeters in G1:
@cityreport
@jondknight
@repubblica
@bellesapepper37
@thedextazlab
@infoitsalute
@adabagcompany
@rogue_corq
@netpress_inc
@actualtopic

Top Tweeters in G2:
@bolderthanmost
@bikerbd
@willsdarlin
@andyhammers
@mackette52
@debrabuenik
@1artniece2
@jts_1957
@stupidboomers
@mcoventry6

Top Tweeters in G3:
@roblwilson
@magapanthus
@squizzradical
@hacketttom
@hephaestus7
@pennytindall
@jazzaoxon
@saffiya_khan1
@jagxjr40
@stillawake

Top Tweeters in G4:
@wardj15
@curiocat13
@skynews
@jan_s_b_459
@alfisutton
@peterpobjecky
@richlin11a
@johndmtb
@yvettehenson
@sileer

Top Tweeters in G5:
@adevotedyogi
@tmzedg
@doritmi
@_mamadeb
@oscarswild1
@monstercoyliar
@robmeekel
@just4thecause
@markhubbard33
@kath2cats

Top Tweeters in G6:
@josmirek
@nononoeu
@rogerxmathew
@fillmorewhite
@jamesh1834
@yardleyshooting
@anthony23bryant
@majeh19
@9casey99
@mascord

Top Tweeters in G7:
@christinejameis
@imoanalothutchy
@dorothy90237074
@rambo82ave
@h2ofizz
@equilibria
@scunner666
@gordy_mc1ntosh
@tristanpw1
@sevendoubley

Top Tweeters in G8:
@sandradunn1955
@jerri47
@shambles151
@georgegalloway
@peterjukes
@silverrich39
@vjl2
@timewalkproject
@nissemus
@drwintadd

Top Tweeters in G9:
@nytimes
@colleenmmck618
@tetsukaba
@lilsun83
@caesura30
@frawsy2010
@dwain_campbell
@ojibray
@john77167223
@baduberx

Top Tweeters in G10:
@recitesocial
@guardian
@sofie_lovee
@mr_kay_bee
@cchukudebelu
@afomyde009
@cromwellstuff
@ferdynand__
@mr_jags
@dontee___