Roll Covid, Twitter, 1/12/2021 10:39:50 PM, 245462
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Roll Covid_2021-01-12_12-42-48.xlsx
Roll Covid_2021-01-12_12-42-48.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 12, 2021
Short Description:
Roll Covid via NodeXL https://bit.ly/2LJFiGa
@vmrwanda
@chrischirp
@lekevbo
@theeconomist
@fionaadorno
@lighthealing
@abc
@girlsreallyrule
@karma4ublue
@drrosena

Top hashtags:
#covid19
#covid
#indiafightscorona
#road2recovery
#vaccine
#vaxxtermination
#roll

Description:
Description
The graph represents a network of 18,224 Twitter users whose recent tweets contained "Roll Covid", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 12 January 2021 at 21:53 UTC.

The tweets in the network were tweeted over the 5-day, 17-hour, 30-minute period from Thursday, 07 January 2021 at 03:11 UTC to Tuesday, 12 January 2021 at 20:42 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 : 18224
Unique Edges : 23296
Edges With Duplicates : 1349
Total Edges : 24645
Number of Edge Types : 5
Retweet : 13108
Tweet : 2916
Mentions : 2371
Replies to : 1809
MentionsInRetweet : 4441
Self-Loops : 2967
Reciprocated Vertex Pair Ratio : 0.0090532234240244
Reciprocated Edge Ratio : 0.0179439958445483
Connected Components : 3264
Single-Vertex Connected Components : 1618
Maximum Vertices in a Connected Component : 9922
Maximum Edges in a Connected Component : 14916
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.229622
Graph Density : 6.37677149404098E-05
Modularity : 0.870181
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 18,224 Twitter users whose recent tweets contained "Roll Covid", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 12 January 2021 at 21:53 UTC.

The tweets in the network were tweeted over the 5-day, 17-hour, 30-minute period from Thursday, 07 January 2021 at 03:11 UTC to Tuesday, 12 January 2021 at 20:42 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 : TwitterSearch
Graph Term : Roll Covid
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:
[1251] https://twitter.com/james_benedetto/status/1348860386930552833
[945] http://www.narendramodi.in/prime-minister-narendra-modi-s-closing-remarks-at-the-meeting-with-cms-on-the-roll-out-of-the-covid-19-vaccine
[266] https://www.thebernician.net/criminal-correlation-between-vaxxtermination-roll-out-covid-deaths/
[194] https://twitter.com/aliner/status/1348858927740579842
[193] https://twitter.com/RedditCFB/status/1348866457770332160
[186] https://www.theguardian.com/world/2021/jan/09/doctors-raise-alarm-as-covid-strikes-down-nhs-workforce
[172] https://www.ema.europa.eu/en/events/public-stakeholder-meeting-approval-roll-out-covid-19-vaccines-eu
[169] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[142] https://www.health.pa.gov/topics/disease/coronavirus/Pages/Vaccine.aspx
[141] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/

Top URLs in Tweet in G1:
[97] https://twitter.com/james_benedetto/status/1348860386930552833
[43] http://www.narendramodi.in/prime-minister-narendra-modi-s-closing-remarks-at-the-meeting-with-cms-on-the-roll-out-of-the-covid-19-vaccine
[15] https://twitter.com/barstoolsports/status/1348865627038093313
[15] https://twitter.com/redditcfb/status/1348866457770332160
[15] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/
[12] https://twitter.com/_haileysutton/status/1348864458551144450
[10] https://www.economist.com/britain/2021/01/07/britains-vaccine-roll-out-races-the-covid-19-virus
[8] https://www.express.co.uk/news/politics/1381648/nicola-sturgeon-snp-coronavirus-vaccine-roll-out-scotland-george-galloway
[7] https://www.theguardian.com/society/2021/jan/07/australia-to-roll-out-covid-vaccine-in-february-with-goal-for-four-million-jabs-by-march
[7] https://www.computerweekly.com/news/252494522/AstraZeneca-combines-public-cloud-with-NetApp-for-Covid-19-vaccine-development-and-roll-out

Top URLs in Tweet in G2:
[958] https://twitter.com/james_benedetto/status/1348860386930552833
[178] https://twitter.com/RedditCFB/status/1348866457770332160
[47] https://twitter.com/redditcfb/status/1348866457770332160
[28] https://twitter.com/ZackBornstein/status/1348875651428753410
[3] https://twitter.com/ua_athletics/status/1349012309876875265
[3] https://twitter.com/RepJayapal/status/1348871117407203328
[3] https://twitter.com/girlsreallyrule/status/1348956697579159556
[3] https://twitter.com/_HaileySutton/status/1348864458551144450
[3] https://twitter.com/aliner/status/1348858927740579842
[3] https://twitter.com/buttereffectpdx/status/1348902702290374657

Top URLs in Tweet in G3:
[164] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[27] https://youtu.be/Hhat2vJ5PV4
[22] https://youtu.be/gp2E6coBREc
[17] https://twitter.com/thetimes/status/1347809384483717120?s=20
[14] https://www.express.co.uk/news/politics/1381648/nicola-sturgeon-snp-coronavirus-vaccine-roll-out-scotland-george-galloway
[12] https://www.thebernician.net/criminal-correlation-between-vaxxtermination-roll-out-covid-deaths/
[11] https://ir.shareaholic.com/e?a=1&u=https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[9] https://www.dailymail.co.uk/news/article-9122701/Brigadier-Phil-Prosser-Iron-Viper-commander-oversee-Boris-Johnsons-vaccination-roll-out.html?ito=social-twitter_dailymailUK
[8] https://www.sciencemediacentre.org/expert-reaction-to-government-announcement-that-asymptomatic-testing-is-to-be-rolled-out-across-country-starting-next-week/?cli_action=1610357998.57
[7] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/

Top URLs in Tweet in G4:
[435] http://www.narendramodi.in/prime-minister-narendra-modi-s-closing-remarks-at-the-meeting-with-cms-on-the-roll-out-of-the-covid-19-vaccine
[8] https://www.hindustantimes.com/india-news/proactively-prepping-for-nationwide-roll-out-of-covid-19-vaccine-govt-101610272605239.html
[7] https://www.boomlive.in/coronavirus-outbreak/narendra-modi-reviews-covid-19-vaccination-dry-runs-vaccine-roll-out-january-16-11480
[6] https://www.hindustantimes.com/india-news/what-pm-modi-chief-ministers-discussed-at-covid-vaccine-roll-out-meet-5-points-101610375741255.html
[6] https://www.expresspharma.in/covid19-updates/roll-out-of-covid-19-vaccination-in-india-to-begin-on-january-16-2021/?feed_id=2139&_unique_id=5ff9b37c4763e
[6] https://newsvibesofindia.com/ahead-of-covid-vaccine-roll-out-second-nation-wide-dry-run-to-take-place-on-jan-8-49642/
[5] https://indianexpress.com/article/india/pm-modi-state-cms-covid-19-vaccination-roll-out-7142179/
[4] https://www.republicworld.com/world-news/rest-of-the-world-news/palestinian-authority-accuses-israel-of-discriminating-over-covid-19-vaccine-roll-out.html
[4] http://newsonair.com/News?title=Govt-preparing-for-COVID-19-vaccine-roll-out%2c-holds-meeting-with-states%2c-UTs-on-CoWIN-software&id=407664
[4] https://frontline.thehindu.com/cover-story/two-new-covid19-strains-emerge-in-uk-and-south-africa-amid-plans-for-roll-out-of-covid-vaccines/article33431747.ece

Top URLs in Tweet in G5:
[19] https://twitter.com/james_benedetto/status/1348860386930552833
[5] https://twitter.com/RedditCFB/status/1348866457770332160
[1] https://twitter.com/ZackBornstein/status/1348875651428753410

Top URLs in Tweet in G6:
[6] https://www.thenational.scot/news/19002319.covid-vaccine-scotland-centres-roll-oxford-jab/
[5] https://www.thenational.scot/news/18999917.scotland-wide-roll-oxford-vaccine-begin/
[3] https://twitter.com/ThatTimWalker/status/1347237454294740995
[1] https://www.independent.co.uk/news/uk/home-news/covid-cases-uk-latest-data-b1782693.html

Top URLs in Tweet in G7:
[10] https://www.7news.com.au/
[2] https://www.cityam.com/serco-set-for-profit-bump-on-back-of-covid-contracts/
[2] https://www.heraldsun.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.heraldsun.com.au%2fcoronavirus%2fcoronavirus-australia-hotel-worker-has-uk-strain-covid-vax-to-roll-out-february%2fnews-story%2f761dd1d798317ff532f4a3e36e35ffb8
[2] https://news.sky.com/story/covid-19-uk-government-gambling-with-countrys-future-over-christmas-report-warns-12149672
[2] https://twitter.com/peripatetical/status/1346036208116269059

Top URLs in Tweet in G8:
[18] https://institute.global/policy/israel-and-covid-19-how-has-israel-become-vaccination-nation?utm_source=twitter&utm_medium=social&utm_campaign=vaccines-israel
[7] https://www.theguardian.com/world/2021/jan/09/uk-covid-restrictions-may-be-too-lax-health-experts-warn?CMP=share_btn_tw
[4] https://www.yorkshirepost.co.uk/news/opinion/boris-johnson-should-utilise-11000-strong-pharmacy-network-deploy-covid-19-vaccine-yorkshire-post-says-3091086
[2] https://www.goodsamapp.org/NHSvolunteerresponders
[1] https://www.telegraph.co.uk/news/2021/01/03/challenges-facing-oxford-covid-vaccine-roll-out/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1610121951
[1] https://econ.trib.al/Df4ojHD
[1] https://blogs.bmj.com/bmj/2021/01/12/covid-19-government-must-urgently-rethink-lateral-flow-test-roll-out/
[1] https://www.theguardian.com/world/2021/jan/03/palestinians-excluded-from-israeli-covid-vaccine-rollout-as-jabs-go-to-settlers
[1] https://econ.trib.al/XZusn11

Top URLs in Tweet in G9:
[223] https://www.thebernician.net/criminal-correlation-between-vaxxtermination-roll-out-covid-deaths/
[71] https://twitter.com/pcrclaims/status/1347581948907151361
[20] https://www.telegraph.co.uk/politics/2021/01/11/sturgeon-urged-speed-sluggish-vaccine-roll-out-scotland-lags/
[3] https://www.thebernician.net/criminal-correlation-between-vaxxtermination-roll-out-covid-deaths/amp/?__twitter_impression=true
[2] https://realrawnews.com/2021/01/covid-19-fema-camps-ready-to-roll/
[2] https://metro.co.uk/2021/01/06/small-pharmacies-ignored-after-offer-to-help-roll-out-covid-vaccine-13855091/
[2] https://vimeo.com/441563934

Top URLs in Tweet in G10:
[46] https://econ.trib.al/yN9AOIv
[40] https://econ.trib.al/VKtRCrj
[32] https://econ.trib.al/Df4ojHD
[19] https://econ.trib.al/7qgRANu
[17] https://econ.trib.al/zRz3tEZ
[16] https://www.economist.com/graphic-detail/2021/01/06/most-governments-are-not-yet-on-track-to-hit-their-vaccine-roll-out-targets?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter
[15] https://econ.trib.al/dGvilgQ
[14] https://www.timeshighereducation.com/blog/must-be-1968-moment-sustainable-development
[14] https://www.belfastlive.co.uk/news/covid-vaccine-roll-out-ni-19599906?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[13] https://econ.trib.al/OSwS44W

Top Domains
Top Domains in Tweet in Entire Graph:
[2656] twitter.com
[945] narendramodi.in
[850] co.uk
[478] trib.al
[326] bmj.com
[323] theguardian.com
[270] thebernician.net
[241] org.uk
[198] europa.eu
[142] pa.gov

Top Domains in Tweet in G1:
[312] twitter.com
[96] co.uk
[43] narendramodi.in
[17] bmj.com
[16] theguardian.com
[15] bloomberg.com
[15] economist.com
[13] aljazeera.com
[13] reuters.com
[12] youtube.com

Top Domains in Tweet in G2:
[1244] twitter.com
[2] al.com
[2] joinclubhouse.com
[1] youtube.com
[1] trib.al

Top Domains in Tweet in G3:
[182] bmj.com
[54] youtu.be
[35] co.uk
[26] twitter.com
[12] thebernician.net
[11] shareaholic.com
[10] sciencemediacentre.org
[7] gov.uk
[6] trialsitenews.com
[6] medincell.com

Top Domains in Tweet in G4:
[435] narendramodi.in
[14] hindustantimes.com
[9] newsonair.com
[7] dnaindia.com
[7] boomlive.in
[6] freepressjournal.in
[6] expresspharma.in
[6] newsvibesofindia.com
[5] gov.in
[5] indianarrative.com

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

Top Domains in Tweet in G6:
[11] thenational.scot
[3] twitter.com
[1] co.uk

Top Domains in Tweet in G7:
[12] com.au
[2] cityam.com
[2] sky.com
[2] twitter.com

Top Domains in Tweet in G8:
[18] institute.global
[8] theguardian.com
[5] co.uk
[2] trib.al
[2] goodsamapp.org
[1] bmj.com

Top Domains in Tweet in G9:
[226] thebernician.net
[71] twitter.com
[22] co.uk
[2] realrawnews.com
[2] vimeo.com

Top Domains in Tweet in G10:
[288] trib.al
[31] economist.com
[22] co.uk
[14] timeshighereducation.com
[10] cbc.ca
[3] reuters.com
[3] catholicmedicalcenter.org
[2] twitter.com
[2] theguardian.com
[2] nikkei.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[823] covid19
[767] covid
[289] indiafightscorona
[258] road2recovery
[197] vaccine
[193] vaxxtermination
[189] roll
[120] safevaccines
[119] israel
[113] emapublicmeeting2



Top Hashtags in Tweet in G1:
[52] covid19
[45] covid
[32] vaccine
[12] coronavirus
[11] news
[11] covid_19
[9] covid19vaccine
[8] covidvaccine
[8] nhs
[8] nazafr

Top Hashtags in Tweet in G2:
[193] covid
[178] roll
[5] covid19
[4] wearamasksavealife
[3] crimsonbloodmoney
[3] rolltide
[3] nationalchampionship
[3] capitol
[3] congress
[3] capitolriot

Top Hashtags in Tweet in G3:
[246] road2recovery
[11] vaxxtermination
[6] buckinghamshire
[5] covid
[2] vacunación
[2] nhs
[2] resignsturgeon
[2] sng001
[2] euaforsng001now
[1] today

Top Hashtags in Tweet in G4:
[230] indiafightscorona
[96] covid19
[17] covid
[15] coronavirus
[13] bharatbiotech
[13] covaxin
[12] covidvaccine
[12] coronavaccine
[9] covid19vaccine
[9] dryrun

Top Hashtags in Tweet in G5:
[5] roll
[5] covid

Top Hashtags in Tweet in G7:
[43] auspol
[27] covid
[25] gladys
[25] gladyscluster
[12] livemelbourne
[10] 7news

Top Hashtags in Tweet in G8:
[18] covid19
[1] road2recovery

Top Hashtags in Tweet in G9:
[181] vaxxtermination
[5] road2recovery
[2] event201
[2] covid_19
[2] coronavaccine

Top Hashtags in Tweet in G10:
[14] covid
[4] covid19
[2] covidzero
[2] bcpoli
[1] uk
[1] lockdown
[1] vaccines4all
[1] spurs
[1] bbcfootball
[1] thfc

Top Words
Top Words in Tweet in Entire Graph:
[16307] roll
[15000] covid
[7402] vaccine
[5353] 19
[2949] vaccination
[2636] people
[1791] one
[1744] alabama
[1651] vaccines
[1580] tide

Top Words in Tweet in G1:
[1545] roll
[1501] covid
[651] vaccine
[542] 19
[191] vaccines
[167] vaccination
[143] people
[122] more
[105] health
[100] tide

Top Words in Tweet in G2:
[2065] roll
[2045] covid
[1243] people
[947] one
[858] alabama
[631] many
[597] won
[543] world
[509] same
[495] day

Top Words in Tweet in G3:
[617] roll
[564] covid
[494] govt
[329] 19
[276] vaccinations
[273] return
[266] people
[263] needs
[257] vaccinated
[253] full

Top Words in Tweet in G4:
[815] covid
[797] 19
[682] vaccination
[508] pm
[487] cms
[432] meeting
[430] namo
[430] app
[420] chairs
[401] roll

Top Words in Tweet in G5:
[637] roll
[637] covid
[611] alabama
[603] won
[600] national
[592] tide
[590] crimson
[590] 18th
[590] title
[590] monday

Top Words in Tweet in G6:
[1260] roll
[845] scotland
[433] covid
[427] vaccination
[421] vaccine
[418] help
[417] over
[416] unionists
[416] attacking
[416] nicola

Top Words in Tweet in G7:
[437] roll
[397] covid
[304] vaccine
[274] government
[246] federal
[245] world
[245] front
[244] unlike
[244] time
[244] right

Top Words in Tweet in G8:
[367] roll
[354] vaccine
[331] covid
[323] time
[317] died
[316] last
[316] week
[316] average
[316] someone
[316] 90

Top Words in Tweet in G9:
[294] roll
[252] 'covid
[216] criminal
[182] between
[181] mathematical
[181] evidence
[181] emerged
[181] correlation
[181] vaxx
[181] deaths'

Top Words in Tweet in G10:
[516] covid
[454] 19
[254] roll
[166] countries
[156] vaccines
[145] fast
[118] vaccine
[109] babbage
[109] drnicolabrink
[109] avoiding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5541] roll,covid
[4984] covid,19
[2470] vaccine,roll
[1742] covid,vaccine
[1409] 19,vaccine
[1133] 19,vaccination
[948] roll,vaccine
[921] namo,app
[786] vaccination,roll
[765] cms,covid

Top Word Pairs in Tweet in G1:
[516] covid,19
[469] roll,covid
[281] vaccine,roll
[196] 19,vaccine
[172] covid,vaccine
[77] 19,vaccines
[77] roll,tide
[65] 19,vaccination
[62] covid,roll
[43] roll,vaccine

Top Word Pairs in Tweet in G2:
[1953] roll,covid
[473] stupid,ignorant
[473] ignorant,selfish
[473] selfish,motherfuckers
[473] motherfuckers,single
[473] single,one
[473] one,roughly
[473] roughly,same
[473] same,number
[473] number,people

Top Word Pairs in Tweet in G3:
[327] covid,19
[246] govt,confirms
[246] confirms,88
[246] 88,covid
[246] 19,fatalities
[246] fatalities,accounted
[246] accounted,once
[246] once,top
[246] top,jcvi
[246] jcvi,groups

Top Word Pairs in Tweet in G4:
[770] covid,19
[504] 19,vaccination
[478] cms,covid
[430] namo,app
[424] meeting,cms
[420] chairs,meeting
[419] pm,chairs
[412] vaccination,namo
[254] 19,vaccine
[213] vaccine,roll

Top Word Pairs in Tweet in G5:
[633] roll,covid
[590] alabama,crimson
[590] crimson,tide
[590] tide,won
[590] won,18th
[590] 18th,national
[590] national,title
[590] title,monday
[590] monday,night
[590] night,course

Top Word Pairs in Tweet in G6:
[421] vaccination,roll
[416] unionists,attacking
[416] attacking,nicola
[416] nicola,sturgeon
[416] sturgeon,jeanne
[416] jeanne,freeman
[416] freeman,over
[416] over,vaccination
[416] roll,scotland
[416] scotland,boris

Top Word Pairs in Tweet in G7:
[268] roll,covid
[265] covid,vaccine
[246] federal,government
[244] unlike,world
[244] world,time
[244] time,roll
[244] vaccine,right
[244] right,federal
[244] government,involve
[244] involve,parts

Top Word Pairs in Tweet in G8:
[323] roll,vaccine
[316] last,week
[316] week,average
[316] average,someone
[316] someone,died
[316] died,covid
[316] covid,90
[316] 90,seconds
[316] seconds,afford
[316] afford,delay

Top Word Pairs in Tweet in G9:
[181] mathematical,evidence
[181] evidence,emerged
[181] emerged,criminal
[181] criminal,correlation
[181] correlation,between
[181] between,vaxx
[181] vaxx,roll
[181] roll,'covid
[181] 'covid,deaths'
[181] deaths',#vaxxtermination

Top Word Pairs in Tweet in G10:
[454] covid,19
[139] 19,vaccines
[131] roll,covid
[110] countries,roll
[109] babbage,fast
[109] fast,countries
[109] vaccines,drnicolabrink
[109] drnicolabrink,avoiding
[109] avoiding,covid
[109] 19,crisis

Top Replied-To
Top Replied-To in Entire Graph:
@buttereffectpdx
@thehill
@james_benedetto
@washingtonpost
@realreporter
@drtomfrieden
@atrupar
@felly500
@realcarlvernon
@matthancock

Top Replied-To in G1:

Top Replied-To in G2:
@buttereffectpdx
@drtomfrieden
@redditcfb
@repjayapal
@lekevbo
@espn
@erecasner
@ktm1799
@angie_rasmussen
@grizuo

Top Replied-To in G3:
@piersmorgan
@talkradio
@janela_x
@clarecraigpath
@thomas_binder
@juliahb1
@lperrins
@stattisconie
@patricia_hamill
@borisjohnson

Top Replied-To in G4:
@pmoindia
@narendramodi
@httweets
@nsitharaman

Top Replied-To in G5:
@girlsreallyrule
@michele17051912
@redditcfb
@phoenix_kiana

Top Replied-To in G6:
@msm_monitor
@marksc0t

Top Replied-To in G7:
@gabriellaapower
@jamesfitzjourno
@deniseshrivell
@will_robins
@sallymcmanus

Top Replied-To in G8:
@thomastlo
@ali4bs

Top Replied-To in G9:
@johnredwood
@janicew78256134
@mudney
@forddawe
@andreajenkyns
@martindaubney
@astromags

Top Replied-To in G10:
@realreporter
@thebluegem3
@brianlilley
@nspector4
@mandaobserver
@seanhollandoss
@justintrudeau
@laceylaceyp
@feysleigh

Top Mentioned
Top Mentioned in Entire Graph:
@deeksj
@angelaraffle
@drmikewgill
@ema_news
@edwardjdavey
@drnicolabrink
@publichealthuow
@narendramodi
@khairykj
@sharaadkuttan

Top Mentioned in G1:
@wycombetoday
@crucestoday
@thenewstoday_tv
@vawallawalla

Top Mentioned in G2:
@reporterphoenix
@uofalabama
@joinclubhouse
@sarasidnercnn
@angie_rasmussen
@socksocksocks
@lekevbo
@youtube
@sternshow
@shalomshuli

Top Mentioned in G3:
@deeksj
@angelaraffle
@drmikewgill
@borisjohnson
@10downingstreet
@juliahb1
@dr_simon
@iancollinsuk
@comd101logbde
@britisharmy

Top Mentioned in G4:
@narendramodi
@mohfw_india
@seruminstindia
@pmoindia
@drharshvardhan
@adarpoonawalla
@suchitraella
@pib_india
@icmrdelhi
@vijayrupanibjp

Top Mentioned in G5:
@mike_pence
@jjoshinentmt
@debdwyer16
@neubie76
@jessie00822178
@kathom89

Top Mentioned in G6:
@emmakennedy
@landoflindy

Top Mentioned in G7:
@canberratimes
@clrlindascott
@lynlinking
@abc730
@breakfastnews
@seanbanksifa
@jamesfitzjourno

Top Mentioned in G8:
@effinseagull

Top Mentioned in G9:
@thebernician
@pedro_bazra
@ma33erz75
@gaztaz1
@dpjhodges
@toniabuxton
@debatenothate2
@matthancock

Top Mentioned in G10:
@drnicolabrink
@publichealthuow
@theeconomist
@iipp_ucl
@justintrudeau
@wikidocjames
@liberal_party
@billblair
@daynab18
@aepstein32

Top Tweeters
Top Tweeters in Entire Graph:
@mrdjones
@cryptotraderpro
@dichristine
@jurylady5
@robinsnewswire
@marcodacostafx
@pairsonnalitesu
@lennaleprena
@phildecarolis
@s9tmt

Top Tweeters in G1:
@mrdjones
@cryptotraderpro
@robinsnewswire
@marcodacostafx
@pairsonnalitesu
@pairsonnalitese
@girl4music
@haroldwnelson
@rantoshak
@fxbooklttg

Top Tweeters in G2:
@bannerite
@kenkircher1
@firefire100
@laydenrobinson
@ganbare__ginkun
@debrob1947
@rodneyclaeys
@therealzanetta
@brokequan9378
@thegaychel

Top Tweeters in G3:
@davidlance3
@dailystar
@kilsally
@relisys222
@djsiri
@damo_mcgregor
@wherepond
@stop1984
@mconway70
@shiremoorpotter

Top Tweeters in G4:
@dhruvbhim
@mithu796311
@httweets
@indianexpress
@dna
@viralvm69
@ashishtrpathi1
@bhakthlokesh
@republic
@romeshnadir

Top Tweeters in G5:
@betterw05759703
@liverpotlian
@miss_placed_
@deathtocrazy
@adekleine
@uhhm__okay
@mikereesem
@ant95four
@kat223
@chande87

Top Tweeters in G6:
@roblwilson
@gracemurphy2
@camz99
@glasgow_watch
@sovereignannie
@childofalba
@paulrogers002
@uncleprober
@shirleyyoung2
@petermccue1

Top Tweeters in G7:
@jurylady5
@lennaleprena
@geoffrey_payne
@pckj3627
@3wombats
@msmwatchdog2013
@sallyrmelb
@daveyk317
@cunningham_cch
@slsandpet

Top Tweeters in G8:
@suegray834
@fiona_fionnagal
@laizydaizey
@gordon1000
@londonyc
@melaniekmelvin
@kingmark1st
@mrichalan
@kingsmeadmrt
@mrsmlh

Top Tweeters in G9:
@porridgeisgood
@makedni
@ladym3033
@sandoly
@alfisutton
@grancake
@spacettf
@disparatepost
@lsrlinda
@flatearthcity

Top Tweeters in G10:
@rjber15
@john1966olsen
@fusasippona
@b1e56df9ce6549f
@ungubunugu1274
@acheetah42496
@habbradley
@18akgoyal
@_bonga
@stefan_laurell


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