VaccinesWork, Twitter, 9/20/2021 4:47:46 AM, 262443


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VaccinesWork_2021-09-19_19-19-14.xlsx
VaccinesWork_2021-09-19_19-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
VaccinesWork via NodeXL https://bit.ly/2XIjQb1
@viralvideovlogs
@gavi
@kit_yates_maths
@drpanmd
@drneilstone
@skatiq3
@billius27
@vaxyourfam
@nickiminaj
@jkwan_md

Top hashtags:
#vaccineswork
#covid19
#vaccinessavelives
#getvaccinated
#vaccines
#vaccinated
#cdnpoli

Description:
Description
The graph represents a network of 7,436 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 02:27 UTC.

The requested start date was Monday, 20 September 2021 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 4-day, 11-hour, 16-minute period from Wednesday, 15 September 2021 at 00:46 UTC to Sunday, 19 September 2021 at 12:02 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 : 7436
Unique Edges : 4391
Edges With Duplicates : 10147
Total Edges : 14538
Number of Edge Types : 5
Retweet : 4237
MentionsInRetweet : 5317
Replies to : 1024
Mentions : 1941
Tweet : 2019
Self-Loops : 2087
Reciprocated Vertex Pair Ratio : 0.0115168539325843
Reciprocated Edge Ratio : 0.0227714523743405
Connected Components : 1667
Single-Vertex Connected Components : 924
Maximum Vertices in a Connected Component : 3427
Maximum Edges in a Connected Component : 8528
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.655513
Graph Density : 0.000130266505518691
Modularity : 0.528719
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,436 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 02:27 UTC.

The requested start date was Monday, 20 September 2021 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 4-day, 11-hour, 16-minute period from Wednesday, 15 September 2021 at 00:46 UTC to Sunday, 19 September 2021 at 12:02 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 : VaccinesWork
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:
[33] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[32] https://covid19-sciencetable.ca/ontario-dashboard/#riskbyvaccinationstatus
[20] https://www.timesfreepress.com/cartoons/2021/sep/09/icu/5057/
[20] https://www.gavi.org/vaccineswork/why-indias-latest-nipah-case-means-pandemic-preparedness-more-vital-ever
[12] https://www.linkedin.com/posts/activity-6844251312339652608-ynn7
[10] https://www.ottawapublichealth.ca/COVID19Vaccine
[8] https://www.gavi.org/vaccineswork/will-mrna-vaccine-alter-my-dna
[7] https://www.gavi.org/vaccineswork/no-scientific-basis-so-far-covid-19-vaccine-boosters-general-populations
[6] https://www.gofundme.com/f/help-the-second-go-around-work?member=11865081&utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[6] https://www.ema.europa.eu/en/human-regulatory/overview/public-health-threats/coronavirus-disease-covid-19/treatments-vaccines/vaccines-covid-19/safety-covid-19-vaccines

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[3] https://twitter.com/jburnmurdoch/status/1438100712441974786
[3] https://www.washingtonpost.com/health/interactive/2021/1-in-500-covid-deaths/
[3] https://www.mcsweeneys.net/articles/oh-my-fucking-god-get-the-fucking-vaccine-already-you-fucking-fucks
[3] https://twitter.com/sacca/status/1438169953178460166
[3] https://twitter.com/interest_mild/status/1438280206696042497
[3] https://traveling-cook.com/find-a-covid-19-vaccine-near-you-2021-in-usa/
[2] https://www.gavi.org/vaccineswork/long-view-100-years-and-counting-mask-wearing-japan
[2] https://twitter.com/drtomfrieden/status/1438133799859195909
[2] https://twitter.com/KevzPolitics/status/1438183898358366208

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/world/2021/jul/29/covid-poses-higher-risk-of-myocarditis-than-vaccine-in-male-teens-us-study
[1] https://twitter.com/erlhel/status/1413960423058165760?s=20
[1] https://twitter.com/erlhel/status/1415766475571441667?s=20
[1] https://twitter.com/i/web/status/1438432764785799169
[1] https://gov.wales/coronavirus-facts
[1] https://www.who.int/news-room/feature-stories/detail/fighting-misinformation-in-the-time-of-covid-19-one-click-at-a-time
[1] https://www.who.int/campaigns/connecting-the-world-to-combat-coronavirus/how-to-report-misinformation-online
[1] https://www.who.int/health-topics/infodemic/understanding-the-infodemic-and-misinformation-in-the-fight-against-covid-19#tab=tab_1

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=nUXMqsWtd74

[4] https://www.skepticalraptor.com/skepticalraptorblog.php/nicki-minaj-covid-19-vaccines-dont-cause-swollen-testicles-or-impotence/
[3] https://medalerts.org/vaersdb/findfield.php?EVENTS=on&PAGENO=1&PERPAGE=10&ESORT=NONE&REVERSESORT=&VAX=(COVID19)&VAXTYPES=(COVID-19)&DIED=Yes
[3] https://www.skepticalraptor.com/skepticalraptorblog.php/nvicp-compensation-and-autoimmune-syndromes-vaccine-court-review/
[3] https://paulsnewsline.blogspot.com/2021/07/chris-cillizza-headline-still-on-mark.html
[3] https://paulsnewsline.blogspot.com/2021/08/get-me-rewrite-in-2nd-year-of-pandemic.html
[2] https://www.pressing.gr/ygeia/dyo-meletes-apokalyptoun-megalo-to-chasma-metaxy-emvolion-pfizer-kai-moderna/
[2] https://twitter.com/THEMOCOLLINS/status/1439250219074473989
[2] https://paulsnewsline.blogspot.com/2021/08/the-parade-of-covidiots-is-endless.html
[2] https://www.sos.ca.gov/elections/polling-place

Top URLs in Tweet in G4:
[20] https://www.gavi.org/vaccineswork/why-indias-latest-nipah-case-means-pandemic-preparedness-more-vital-ever
[6] https://www.gavi.org/vaccineswork/no-scientific-basis-so-far-covid-19-vaccine-boosters-general-populations
[4] https://www.gavi.org/vaccineswork/were-getting-closer-vaccine-against-chikungunya
[3] https://www.gavi.org/vaccineswork/cameroon-dealing-two-conflicts-amid-pandemic
[3] https://www.gavi.org/vaccineswork/kenya-accelerates-its-covid-19-vaccination-programme
[3] https://www.gavi.org/vaccineswork/covax-forecast-vaccine-supply
[3] https://www.gavi.org/vaccineswork/how-covid-19-undermining-maternal-health-and-reproductive-rights
[3] https://www.gavi.org/vaccineswork/we-need-stop-talking-about-covid-19-waves
[3] https://www.gavi.org/vaccineswork/now-we-know-typhoid-conjugate-vaccines-are-highly-effective-african-children
[3] https://www.gavi.org/vaccineswork/qa-helping-teenage-mothers-access-immunisation-rwanda

Top URLs in Tweet in G5:
[29] https://covid19-sciencetable.ca/ontario-dashboard/#riskbyvaccinationstatus
[1] https://twitter.com/sarrahh011/status/1438191993671327744
[1] https://twitter.com/i/web/status/1437968498639052802
[1] https://twitter.com/oakbaygazette/status/1437884262204657668
[1] https://twitter.com/ctvcalgary/status/1438155352625881100
[1] https://twitter.com/dshepyeg/status/1438164041831047171
[1] https://twitter.com/ctvnews/status/1438157454160928773
[1] https://twitter.com/mondoalberta/status/1438177340048089090
[1] https://twitter.com/cbcfletch/status/1438202334958403585
[1] https://twitter.com/marcomendicino/status/1438159352813207552

Top URLs in Tweet in G6:
[6] https://www.rcdhu.com/novel-coronavirus-covid-19-vaccine-rollout/
[3] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[2] https://covid19-sciencetable.ca/ontario-dashboard/#riskbyvaccinationstatus
[1] https://twitter.com/i/web/status/1438499182625628160
[1] https://twitter.com/i/web/status/1438862818313445388
[1] https://twitter.com/i/web/status/1438862788621918209
[1] https://twitter.com/GBPublicHealth/status/1438805241378529280
[1] https://twitter.com/i/web/status/1438478524424282115
[1] https://twitter.com/i/web/status/1438462367696838660
[1] https://twitter.com/i/web/status/1438247054149656576

Top URLs in Tweet in G7:
[2] https://twitter.com/Vaccinologist/status/1438964241558540297
[1] https://twitter.com/vekerchberger/status/1437851954307338250
[1] https://twitter.com/dr_michaelmarks/status/1438163689606111236
[1] https://twitter.com/i/web/status/1438852095961178112
[1] https://twitter.com/bbcbreaking/status/1438894496008351747
[1] https://twitter.com/littlemoiz/status/1439347227701436417
[1] https://twitter.com/wtklab/status/1439512058429575169
[1] https://twitter.com/bbcnews/status/1437798650994954243
[1] https://twitter.com/i/web/status/1437873634358566921
[1] https://twitter.com/i/web/status/1438765900312817664

Top URLs in Tweet in G8:
[3] https://www.zazzle.com/too_close_sleeveless_t_shirt-235940574816483833
[3] https://www.redbubble.com/i/mask/Sweet-Sugar-Skull-by-VDUBYA/40645812.9G0D8
[3] https://www.redbubble.com/i/mask/Purple-Nurple-by-VDUBYA/64466935.9G0D8
[1] https://www.freep.com/story/news/local/michigan/2021/09/13/henry-ford-health-temporarily-closes-120-beds-staffing-challenges/8316461002/
[1] https://twitter.com/cdcgov/status/1438971071282257924
[1] https://twitter.com/donwinslow/status/1438610600033062921
[1] https://twitter.com/cinderellaicius/status/1438636944431452163
[1] https://twitter.com/maddow/status/1438947532244148229
[1] https://twitter.com/JoeBiden/status/1439228469028794368
[1] https://www.cbsnews.com/news/climate-change-2030-gambia/

Top URLs in Tweet in G9:
[2] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[1] https://twitter.com/NikolaiLantsov3/status/1439218259707015169
[1] https://twitter.com/Forbes/status/1437967428907151369
[1] https://twitter.com/i/web/status/1438306075992809479
[1] https://twitter.com/i/web/status/1437894838679060484
[1] https://twitter.com/i/web/status/1437988662948483076
[1] https://twitter.com/healthyfla/status/1439227762666049540
[1] https://twitter.com/Cleavon_MD/status/1439077709334958081
[1] https://twitter.com/i/web/status/1438713691780751364
[1] https://twitter.com/i/web/status/1438735623183998978

Top Domains
Top Domains in Tweet in Entire Graph:
[1491] twitter.com
[181] gavi.org
[34] youtube.com
[32] covid19-sciencetable.ca
[25] linkedin.com
[23] timesfreepress.com
[18] washingtonpost.com
[15] blogspot.com
[13] everyaction.com
[12] theguardian.com

Top Domains in Tweet in G1:
[458] twitter.com
[15] gavi.org
[11] washingtonpost.com
[9] youtube.com
[8] linkedin.com
[7] tiktok.com
[6] theguardian.com
[5] nytimes.com
[4] yahoo.com
[4] instagram.com

Top Domains in Tweet in G2:
[3] twitter.com
[3] who.int
[1] theguardian.com
[1] gov.wales

Top Domains in Tweet in G3:
[80] twitter.com
[14] blogspot.com
[13] everyaction.com
[9] skepticalraptor.com
[6] youtube.com
[3] cdc.gov
[3] pressing.gr
[3] medalerts.org
[3] nytimes.com
[3] washingtonpost.com

Top Domains in Tweet in G4:
[76] gavi.org
[27] twitter.com
[3] coalitionagainsttyphoid.org
[2] urdupoint.com
[2] reliefweb.int
[2] bit.ly
[1] com.br
[1] dawn.com
[1] oup.com
[1] polioeradication.org

Top Domains in Tweet in G5:
[265] twitter.com
[29] covid19-sciencetable.ca
[2] youtube.com
[1] theguardian.com

Top Domains in Tweet in G6:
[11] twitter.com
[6] rcdhu.com
[3] ctvnews.ca
[2] covid19-sciencetable.ca

Top Domains in Tweet in G7:
[13] twitter.com
[1] thediarist.ph

Top Domains in Tweet in G8:
[6] redbubble.com
[5] twitter.com
[3] zazzle.com
[1] freep.com
[1] cbsnews.com
[1] gavi.org

Top Domains in Tweet in G9:
[26] twitter.com
[2] gavi.org
[1] youtube.com
[1] texastribune.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3877] vaccineswork
[1145] covid19
[465] vaccinessavelives
[440] getvaccinated
[357] vaccines
[309] vaccinated
[288] cdnpoli
[278] nevervoteconservative
[278] nevervotecpc
[275] 2tierotoole



Top Hashtags in Tweet in G1:
[854] vaccineswork
[138] covid19
[100] vaccinessavelives
[95] getvaccinated
[57] vaccinated
[51] covid
[48] vaccine
[39] vaccinemandate
[37] vaccines
[37] maskup

Top Hashtags in Tweet in G2:
[11] vaccineswork
[4] covid19
[2] misinformationcostslives
[2] nhs
[2] fightcovid19misinformation
[1] science
[1] factsmatter
[1] getvaccinated
[1] wearamask
[1] coronavirus

Top Hashtags in Tweet in G3:
[221] vaccineswork
[111] covid19
[46] vaccines
[30] vaccinesideeffects
[25] vaccine
[24] maskup
[24] getvaccinated
[20] covidvaccine
[18] vaccination
[17] vaccinessavelives

Top Hashtags in Tweet in G4:
[90] covid19
[73] vaccineswork
[38] ethiopia
[38] astrazeneca
[29] nipah
[28] covax
[25] malawi
[20] chikungunya
[15] vaccines
[11] endpolio

Top Hashtags in Tweet in G5:
[278] nevervotecpc
[278] cdnpoli
[277] nevervoteconservative
[275] 2tierotoole
[270] vaccineswork
[208] elxn44
[205] abhealth
[184] dontalbertamycanada
[163] vaccinepassports
[161] canada

Top Hashtags in Tweet in G6:
[130] vaccineswork
[86] vaccines
[36] covid19vaccine
[10] igottheshot
[7] covid19
[6] vaccine
[4] getvaccinated
[3] dyk
[3] elxn44
[2] vaccinepassports

Top Hashtags in Tweet in G7:
[88] vaccineswork
[25] getvaccinated
[14] outbreak
[14] sarscov2
[14] coronavirus
[14] mutations
[4] vaccinequity
[3] vaccinerolloutsa
[2] vaccinessavelives
[2] vaccinated

Top Hashtags in Tweet in G8:
[41] vaccineswork
[37] getvaccinated
[27] vaccinessavelives
[15] wearamask
[13] wearadamnmask
[10] covid
[9] love
[9] heart
[9] peace
[9] getvaccinatednow

Top Hashtags in Tweet in G9:
[50] vaccineswork
[19] vaccinemandate
[9] freenicki
[8] antivaxxers
[8] covid19
[7] covidiots
[6] vaccinessavelives
[6] getvaccinated
[6] maskssavelives
[5] vaccinated

Top Hashtags in Tweet in G10:
[97] covid19
[96] unite2fightcorona
[96] largestvaccinedrive
[96] vaccinated
[2] vaccineswork
[1] staysafe
[1] covid_19
[1] vaccinationdrive
[1] wearamask
[1] vaccinessavelives

Top Words
Top Words in Tweet in Entire Graph:
[3873] #vaccineswork
[1405] vaccine
[1143] #covid19
[823] covid
[702] vaccinated
[679] more
[656] myocarditis
[586] क
[560] vaccines
[496] need

Top Words in Tweet in G1:
[854] #vaccineswork
[156] covid
[144] vaccine
[138] #covid19
[117] vaccinated
[100] #vaccinessavelives
[95] #getvaccinated
[81] people
[58] 19
[57] vaccines

Top Words in Tweet in G2:
[628] myocarditis
[319] kit_yates_maths
[317] vaccine
[315] more
[314] need
[314] combat
[314] misinformation
[314] around
[11] #vaccineswork
[6] njbbari3

Top Words in Tweet in G3:
[221] #vaccineswork
[111] #covid19
[72] covid
[62] nickiminaj
[57] vaccine
[46] #vaccines
[41] 19
[37] anti
[30] #vaccinesideeffects
[30] vaccinated

Top Words in Tweet in G4:
[145] gavi
[90] #covid19
[73] #vaccineswork
[73] vaccine
[69] vaccines
[60] doses
[44] received
[42] unicef
[41] children
[40] 200

Top Words in Tweet in G5:
[282] jkenney
[278] #nevervotecpc
[278] #cdnpoli
[277] #nevervoteconservative
[277] erinotoole
[276] failure
[275] #2tierotoole
[270] #vaccineswork
[208] #elxn44
[205] #abhealth

Top Words in Tweet in G6:
[173] very
[130] #vaccineswork
[104] billius27
[87] well
[86] #vaccines
[86] working
[36] #covid19vaccine
[28] taking
[27] place
[26] 00

Top Words in Tweet in G7:
[142] drneilstone
[88] #vaccineswork
[80] done
[80] research
[64] vaccinated
[61] vaccine
[48] vaccines
[43] working
[42] people
[40] more

Top Words in Tweet in G8:
[102] system
[101] henry
[101] ford
[101] health
[101] temporarily
[101] closes
[101] 120
[101] inpatient
[101] beds
[101] staffing

Top Words in Tweet in G9:
[50] #vaccineswork
[19] #vaccinemandate
[16] govrondesantis
[14] getting
[13] people
[12] thing
[11] covid
[11] rondesantisfl
[10] registered
[9] here's

Top Words in Tweet in G10:
[558] क
[372] र
[279] प
[279] त
[279] म
[279] ह
[186] स
[186] न
[186] व
[186] ज

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] vaccine,more
[329] misinformation,around
[328] need,combat
[328] combat,misinformation
[327] around,myocarditis
[327] myocarditis,vaccine
[327] more,myocarditis
[326] kit_yates_maths,need
[311] covid,19
[276] erinotoole,failure

Top Word Pairs in Tweet in G1:
[64] #vaccineswork,#vaccinessavelives
[55] covid,19
[36] #getvaccinated,#vaccineswork
[34] #covid19,#vaccineswork
[24] fully,vaccinated
[23] #vaccineswork,#getvaccinated
[20] #vaccinessavelives,#vaccineswork
[19] #vaccinated,#vaccineswork
[18] #vaccinemandate,#vaccineswork
[18] #vaccines,#vaccineswork

Top Word Pairs in Tweet in G2:
[314] need,combat
[314] combat,misinformation
[314] misinformation,around
[314] around,myocarditis
[314] myocarditis,vaccine
[314] vaccine,more
[314] more,myocarditis
[313] kit_yates_maths,need
[6] curious,friends
[6] friends,family

Top Word Pairs in Tweet in G3:
[39] covid,19
[23] anti,vaxxers
[21] #covid19,#vaccines
[17] #getvaccinated,#vaccineswork
[16] against,#covid19
[15] #vaccines,#vaccineswork
[15] #covid19,#covidvaccine
[14] #vaccineswork,#vaccinessavelives
[14] #trumpvirus,#trumplegacy
[14] #trumplegacy,#maskup

Top Word Pairs in Tweet in G4:
[38] 271,200
[37] #ethiopia,received
[37] received,271
[30] 200,#astrazeneca
[30] #astrazeneca,doses
[30] thanks,donations
[30] donations,german
[30] german,government
[29] doses,thanks
[29] government,unicef

Top Word Pairs in Tweet in G5:
[276] erinotoole,failure
[276] #nevervoteconservative,#nevervotecpc
[275] #nevervotecpc,#2tierotoole
[275] #2tierotoole,#cdnpoli
[273] jkenney,erinotoole
[205] #cdnpoli,#abhealth
[205] #abhealth,#elxn44
[183] #dontalbertamycanada,#nevervoteconservative
[182] failure,#dontalbertamycanada
[160] #elxn44,#canada

Top Word Pairs in Tweet in G6:
[86] #vaccines,working
[86] working,very
[86] very,very
[86] very,well
[86] well,#vaccineswork
[85] billius27,#vaccines
[27] taking,place
[18] drive,thru
[18] thru,walk
[18] walk,#covid19vaccine

Top Word Pairs in Tweet in G7:
[80] done,research
[40] people,done
[40] research,decided
[40] decided,vaccine
[40] vaccine,taking
[40] taking,flight
[40] flight,pushing
[40] research,think
[40] think,myself
[40] myself,vaccinated

Top Word Pairs in Tweet in G8:
[101] henry,ford
[101] ford,health
[101] health,system
[101] system,temporarily
[101] temporarily,closes
[101] closes,120
[101] 120,inpatient
[101] inpatient,beds
[101] beds,staffing
[101] staffing,challenges

Top Word Pairs in Tweet in G9:
[9] here's,thing
[9] thing,abt
[9] abt,nicki
[9] nicki,minaj
[9] minaj,getting
[9] getting,suspended
[9] suspended,twitter
[9] twitter,#freenicki
[9] #freenicki,registered
[9] registered,ready

Top Word Pairs in Tweet in G10:
[186] र,प
[96] #unite2fightcorona,#largestvaccinedrive
[96] #largestvaccinedrive,follow
[96] follow,#covid19
[96] #covid19,appropriate
[96] appropriate,behaviour
[96] behaviour,cab
[96] cab,along
[96] along,getting
[96] getting,fully

Top Replied-To
Top Replied-To in Entire Graph:
@jkenney
@nickiminaj
@govrondesantis
@ronfilipkowski
@ninavee
@mmpadellan
@ray_alan_harvey
@erictopol
@dineshdsouza
@jerasikehorn

Top Replied-To in G2:
@kit_yates_maths
@peterjukes
@njbbari3
@torrie
@alisongeorge10
@alisonnolan9

Top Replied-To in G3:
@nickiminaj
@ronfilipkowski
@pminn76
@gavinnewsom
@rachelelnaugh
@randyjackson8
@humanistreport
@drmalone
@lynnjerchel
@kwikwarren

Top Replied-To in G4:
@unicef
@melitagordon5

Top Replied-To in G5:
@jkenney
@erinotoole
@crackmacs
@jasonfherring
@canadadistress
@__rickyspanish_
@mini_bubbly
@cp24
@jkwan_md

Top Replied-To in G6:
@davenewworld_2
@theogwilding
@tylermeredith
@ctv_avisfavaro
@citynews
@thomasmulcair
@ben_cosc

Top Replied-To in G7:
@boghuma

Top Replied-To in G8:
@ben_vl__amrhein
@occupydemocrats

Top Replied-To in G9:
@govrondesantis
@meidastouch
@christinapushaw
@gregabbott_tx
@tedcruz
@realtuckfrumper
@carlquintanilla
@sharkawymd
@aynrandpaulryan
@senatorlankford

Top Mentioned
Top Mentioned in Entire Graph:
@kit_yates_maths
@erinotoole
@gavi
@drneilstone
@pakfightspolio
@billius27
@verbalese
@deetoriadee
@skodineya
@bennettcartoons

Top Mentioned in G1:
@megsdreamdesign
@jackhen16271194
@ihopetowin
@maureenm2000
@ktownstriders
@mary_aka_mimi
@datshowdy
@aikamatkustaja
@johnny_beetle

Top Mentioned in G2:
@kit_yates_maths
@njbbari3
@sajidjavid
@just_j0
@sunderlandlolly
@dgurdasani1
@ahmedaftab68
@drtomlinsonep
@mjb302
@sgriffin_lab

Top Mentioned in G3:
@nickiminaj
@drpanmd
@rosewind2007
@skepticalraptor
@drsmeena
@45bestwords
@gavinnewsom
@cdcgov
@doritmi
@dnc

Top Mentioned in G4:
@gavi
@unicef
@unicefethiopia
@preventtyphoid
@who
@melitagordon5
@mlwtrust
@gaviseth
@whosearo
@moh_srilanka

Top Mentioned in G5:
@erinotoole
@deetoriadee
@jkwan_md
@jkenney
@gina60717384
@cp24
@bistro_on
@lisakatswalker
@talk2oleary
@learning2getby

Top Mentioned in G6:
@billius27
@rcdhealthunit
@hamhealthsci
@jeffreyluscombe
@patricecloutier
@davenewworld_2
@anitaoakville
@mpaimd
@jkwan_md
@tavaresfil

Top Mentioned in G7:
@drneilstone
@vaccinologist
@segal_eran
@boghuma
@kit_yates_maths
@malcolmbyrne
@tropinfect
@dranthearhodes
@cmo_england
@gavi

Top Mentioned in G8:
@verbalese
@judgeyourself99
@life_love_honey
@alvinchipmunk00
@joshmich
@drpanmd
@kit_yates_maths
@footballforevr1
@ben_vl__amrhein
@betterw05759703

Top Mentioned in G9:
@rondesantisfl
@clockoutwars
@gregabbott_tx
@krosen_nw
@tedcruz
@govrondesantis
@presssec
@lisamarieboothe
@longtimeamy
@thing_just1

Top Mentioned in G10:
@skodineya
@israindiaorg

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@edinburghwatch
@tinamarie_80s
@mattmurph24
@cagney1991
@united
@rjber15
@britpoptarts
@iartg

Top Tweeters in G1:
@teetweetshere
@natricer
@teachesl
@taiping2
@sillygrandma99
@jj_angelus
@pinarakarturk
@susandanzig219
@jdf754
@girlfuturist

Top Tweeters in G2:
@beverly21811568
@ansisegle
@daphne_miles
@christoclifford
@sallymos
@miftyjackson
@dankaszeta
@ellih53
@amandajs11
@peterjukes

Top Tweeters in G3:
@lizditz
@viralvideovlogs
@4tchat
@sexygirl798
@straitarrow10
@koudaiin
@yayayarndiva
@dcexaminer
@cnbc
@nytimes

Top Tweeters in G4:
@john1966olsen
@stachanna
@beccanalia
@bprophetable
@wkndgirl
@khadarwitter
@apiwenuwen
@bregmanps
@dawn_com
@bonuscr

Top Tweeters in G5:
@meeksvs
@paladine
@merlinofcanada
@mini_bubbly
@geoffypjohnston
@gmarie55
@alisonborealis
@debp197
@citizenwonk
@davwain1

Top Tweeters in G6:
@kathy73921688
@jeffreyluscombe
@ctvnews
@citynews
@otohp
@janbear105
@uniquelygillian
@prutter_pat
@donnadon9
@politicalcupid

Top Tweeters in G7:
@petuniasforever
@gwinniejones
@fascinatorfun
@andreww66619812
@saffiya_khan1
@jagxjr40
@scot_tigger
@mister_woodo
@marieisabelles5
@jaydeewriting

Top Tweeters in G8:
@betterw05759703
@aclaysuper
@kcolaizzo
@sampson_elaine
@nakesha_horsey
@urocklive1
@_strate
@funinmia
@jmreycroft
@workingtrucker

Top Tweeters in G9:
@kerirn
@marilyncapps
@johnnydee62
@realtuckfrumper
@weentered
@thedemcoalition
@palmerreport
@his40thieves
@katsimkhovitch
@dearauntcrabby

Top Tweeters in G10:
@bhajpaparivaar
@merikashi
@rudrana43833445
@bjpnilu
@manojk23690887
@sankalpitbela
@mahakaal_of
@rahul639862
@puneetprasaar
@manjeet4bjp