measels, Twitter, 1/14/2023 5:13:25 PM, 287989


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measels_2023-01-14_08-57-37.xlsx
measels_2023-01-14_08-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
measels via NodeXL https://bit.ly/3H4Uwjn
@nytimes
@smarzeli
@kit_yates_maths
@johnwest_jaws
@itshotdogs1
@rondesantisfl
@nathanaelyoung
@nicholasfiumar1
@sharon9181967
@stuzipants

Top hashtags:
#measels
#covid19
#covid
#ba4
#ba5
#usmle
#measles
#omicron
#mumps

Description:
Description
The graph represents a network of 9,336 Twitter users whose recent tweets contained "measels", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 17:02 UTC.

The tweets in the network were tweeted over the 1690-day, 19-hour, 3-minute period from Tuesday, 29 May 2018 at 05:48 UTC to Saturday, 14 January 2023 at 00:52 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 9336
Unique Edges : 7481
Edges With Duplicates : 13263
Total Edges : 20744
Number of Edge Types : 9
Replies to : 4022
MentionsInReplyTo : 11305
Retweet : 1596
MentionsInRetweet : 2233
Quote : 178
Mentions : 244
Tweet : 1045
MentionsInQuote : 56
MentionsInQuoteReply : 65
Self-Loops : 1442
Reciprocated Vertex Pair Ratio : 0.0600463877673739
Reciprocated Edge Ratio : 0.113290113452188
Connected Components : 1632
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 3894
Maximum Edges in a Connected Component : 10449
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.441806
Graph Density : 0.000141592416704876
Modularity : 0.57632
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,336 Twitter users whose recent tweets contained "measels", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 17:02 UTC.

The tweets in the network were tweeted over the 1690-day, 19-hour, 3-minute period from Tuesday, 29 May 2018 at 05:48 UTC to Saturday, 14 January 2023 at 00:52 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : measels
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:
[5] https://www.twitch.tv/xslayandplayx
[4] https://twitter.com/LeghariMuhamma1/status/1460557843581517831/photo/1
[4] https://twitter.com/AnthonyMKreis/status/1485703300821495808
[4] https://www.darivoa.com/a/afghan-children-measels-outbreak-/6439639.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[4] https://twitter.com/ByrneLuc/status/1467625678359220225/photo/1
[4] https://twitter.com/XHNews/status/1483450957920980996/photo/1
[4] https://twitter.com/Christi95531/status/1561847125381619714/photo/1
[4] https://twitter.com/ParveenSindhi1/status/1460191034110091266/photo/1
[4] https://collections.artsmia.org/art/132446/how-to-lighten-measels-utagawa-fusatane
[4] https://twitter.com/GovRonDeSantis/status/1454493304377135109

Top URLs in Tweet in G1:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03324-7

Top URLs in Tweet in G2:
[1] https://twitter.com/CardDead1/status/1485433290492420097/photo/1
[1] https://twitter.com/DrNeilStone/status/1613614099975340033/photo/1
[1] https://twitter.com/VigilantFox/status/1481090188906532864
[1] https://twitter.com/POTUS/status/1456252552945799170/video/1
[1] https://www.theguardian.com/world/2022/aug/16/who-asks-public-help-renaming-monkeypox?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1660660136
[1] https://twitter.com/EricTopol/status/1460629386646806534/photo/1
[1] https://twitter.com/DrNeilStone/status/1613614099975340033
[1] https://twitter.com/POTUS/status/1605307051428782081
[1] https://twitter.com/VigilantFox/status/1481090188906532864/video/1
[1] https://twitter.com/NotARole_Model/status/1597761556187865089/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/ParveenSindhi1/status/1460191034110091266/photo/1
[3] https://twitter.com/JowandaKenerly/status/1588899871532011520/photo/1
[3] https://storynet.org/events/
[2] https://www.pashtovoa.com/a/who-afghan-children-measels-/6439642.html
[2] https://mpcnews.in/measels-patients-increase-in-mumbai-precaution-should-be-taken-pcmc-appeals-citizens-315151/
[2] https://twitter.com/RazanulHoque/status/1477440534797078529/photo/1
[2] https://twitter.com/DelhiDfw/status/1601108810910687232/photo/1
[2] https://twitter.com/PITB_Official/status/1464179071986905089/photo/1
[2] https://healthcaresciences1.blogspot.com/2022/08/measels-causative-factor-of-measels.html
[1] https://info.3-gis.com/value-of-gis-in-telecom-enterprise?utm_campaign=210611%20June%20Marketscale%20Podcast&utm_content=189992975&utm_medium=social&utm_source=twitter&hss_channel=tw-267113192

Top URLs in Tweet in G4:
[1] https://twitter.com/Breaking911/status/1596957459985244160/video/1
[1] https://twitter.com/charliedaniel06/status/1519155183477051397/photo/1
[1] https://twitter.com/Richyjbwhu/status/1498360222066388992/photo/1
[1] https://www.usnews.com/news/health-news/articles/2021-03-12/driven-by-anti-vaxxers-measles-outbreaks-cost-everyone-money
[1] https://en.wikipedia.org/wiki/Measles_resurgence_in_the_United_States
[1] https://finance.yahoo.com/news/fed-rush-catch-inflation-raises-143000793.html
[1] https://www.barrons.com/news/biden-anyone-responsible-for-so-many-covid-deaths-should-not-be-president-01603416304
[1] https://twitter.com/grampazachary/status/1496974788148883469/photo/1
[1] https://twitter.com/SumatraSue/status/1484774372493565953/photo/1
[1] https://twitter.com/SumatraSue/status/1484769170164121601/photo/1

Top URLs in Tweet in G5:
[1] https://www.washingtonpost.com/health/2022/10/21/rsv-children-hospital-capacity/
[1] https://twitter.com/RadCentrism/status/1583902657571217408/photo/1
[1] https://twitter.com/RadCentrism/status/1583902657571217408
[1] https://twitter.com/karren_brady/status/1470016910930681864
[1] https://twitter.com/dgurdasani1/status/1479055025712287745

Top URLs in Tweet in G6:
[3] https://twitter.com/jaylawrence91/status/1460581564023283714
[3] https://twitter.com/BjarneBjarte/status/1608205247088033793/photo/1
[2] https://pubmed.ncbi.nlm.nih.gov/34508861/
[1] https://twitter.com/byandee/status/1460573508199755776/video/1
[1] https://quakemedia.com/Laura
[1] https://twitter.com/IngrahamAngle/status/1608115568766324739/video/1
[1] https://www.medscape.com/viewarticle/964109
[1] https://www.pbs.org/newshour/science/how-bad-is-the-measles-comeback-heres-70-years-of-data
[1] https://abcnews.go.com/Health/covid-19-vaccine-save-lives-100-effective-experts/story?id=72053274
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6657116/

Top URLs in Tweet in G7:
[4] https://twitter.com/GovRonDeSantis/status/1454493304377135109
[2] https://twitter.com/PierrePoilievre/status/1532369916812206080
[2] https://twitter.com/williamlegate/status/1454889566163410946
[2] https://twitter.com/GovRonDeSantis/status/1583154047972159488
[1] https://twitter.com/GovRonDeSantis/status/1454493304377135109/video/1
[1] https://twitter.com/GovRonDeSantis/status/1501581145544220676/video/1
[1] https://twitter.com/GovRonDeSantis/status/1583154047972159488/video/1
[1] https://twitter.com/nicksSG/status/1582795572448489472/photo/1
[1] https://twitter.com/nicksSG/status/1457050473370767367/photo/1
[1] https://twitter.com/ThatManitobaGuy/status/1567487904888356864/photo/1

Top URLs in Tweet in G8:
[1] https://twitter.com/i/broadcasts/1dRJZMyRmLwGB
[1] https://www.cbsnews.com/news/vaccine-mandate-children-matthew-mcconaughey/?ftag=CNM-00-10aab7e&linkId=139604894
[1] https://twitter.com/katie_honan/status/1590795257557487630/video/1
[1] https://www.cbsnews.com/news/mexico-prison-attack-deaths-ciudad-juarez-near-us-border/
[1] https://twitter.com/i/spaces/1dRJZMqnYbDGB
[1] http://do.you
[1] https://magazine.ucsf.edu/we-thought-it-was-just-respiratory-virus
[1] https://www.fresnobee.com/news/article259818740.html
[1] https://www.pbs.org/newshour/amp/health/an-unvaccinated-oregon-boy-almost-died-of-tetanus-cdc-says
[1] http://www.whale.to/c/vaccination_is_child_abuse.html

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

[1] https://twitter.com/MrStenstrom/status/1481380495330009089/photo/1
[1] https://twitter.com/coolgramRN/status/1537809070597472258/photo/1
[1] https://twitter.com/SenRandPaul/status/1570534107410571268/video/1
[1] https://www.newsweek.com/why-im-not-vaccinated-opinion-1648024
[1] https://twitter.com/a_leigh_n/status/1612715635536203781/photo/1
[1] https://www.ama-assn.org/delivering-care/public-health/what-doctors-wish-patients-knew-about-how-well-covid-19-vaccines-work
[1] https://www.cdc.gov/vaccines/vpd/mmr/public/index.html
[1] https://twitter.com/a_leigh_n/status/1481796583498956804/photo/1
[1] https://twitter.com/SenRonJohnson/status/1466520685967249414/photo/1

Top URLs in Tweet in G10:
[4] https://www.drrobertyoung.com/post/cdc-now-admits-no-gold-standard-for-the-isolation-for-any-virus
[2] https://www.who.int/news/item/10-11-2021-global-progress-against-measles-threatened-amidst-covid-19-pandemic
[2] https://indianf.com/measels/
[2] https://twitter.com/WHOAfghanistan/status/1504386863825625092/photo/1
[2] https://www.chop.edu/centers-programs/vaccine-education-center/vaccine-history/developments-by-year
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq-children.html
[1] https://twitter.com/CDCgov/status/1473726286463967232/photo/1
[1] https://twitter.com/WHO/status/1550847224963371010/photo/1
[1] https://twitter.com/WHO/status/1458550953179815940/video/1
[1] https://www.who.int/news/item/15-07-2022-covid-19-pandemic-fuels-largest-continued-backslide-in-vaccinations-in-three-decades

Top Domains
Top Domains in Tweet in Entire Graph:
[853] twitter.com
[27] youtube.com
[19] trib.al
[13] nih.gov
[13] cdc.gov
[11] yahoo.com
[10] who.int
[8] wikipedia.org
[8] co.uk
[7] forbes.com

Top Domains in Tweet in G1:
[1] nature.com

Top Domains in Tweet in G2:
[9] twitter.com
[1] theguardian.com

Top Domains in Tweet in G3:
[76] twitter.com
[4] youtube.com
[3] blogspot.com
[3] storynet.org
[2] 3-gis.com
[2] instagram.com
[2] science.org
[2] msn.com
[2] pashtovoa.com
[2] mpcnews.in

Top Domains in Tweet in G4:
[7] twitter.com
[1] usnews.com
[1] wikipedia.org
[1] yahoo.com
[1] barrons.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[28] twitter.com
[4] nih.gov
[1] quakemedia.com
[1] medscape.com
[1] pbs.org
[1] go.com
[1] forbes.com
[1] yahoo.com
[1] substack.com
[1] dailysignal.com

Top Domains in Tweet in G7:
[26] twitter.com
[2] pierre4pm.ca
[1] ctvnews.ca
[1] rebelnews.com
[1] nytimes.com
[1] citynews.ca
[1] seattlepi.com

Top Domains in Tweet in G8:
[5] twitter.com
[3] cbsnews.com
[1] do.you
[1] ucsf.edu
[1] fresnobee.com
[1] pbs.org
[1] whale.to

Top Domains in Tweet in G9:
[9] twitter.com
[3] youtube.com
[2] latimes.com
[1] newsweek.com
[1] ama-assn.org
[1] cdc.gov
[1] childrenshealthdefense.org
[1] nature.com

Top Domains in Tweet in G10:
[16] twitter.com
[4] who.int
[4] drrobertyoung.com
[2] indianf.com
[2] chop.edu
[1] cdc.gov
[1] trib.al
[1] youtube.com
[1] theepochtimes.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] measels
[48] covid19
[35] covid
[26] ba4
[26] ba5
[16] usmle
[14] measles
[13] omicron
[10] mumps
[10] vaccine



Top Hashtags in Tweet in G2:
[4] vaccine
[2] polio
[1] measels
[1] mumps
[1] ruebella
[1] diditsjob
[1] vaccineswork
[1] booster
[1] mmr
[1] liberalismisamentaldisorder

Top Hashtags in Tweet in G3:
[14] measels
[4] covid19
[3] medtwitter
[2] rsv
[2] malaria
[2] covid
[2] hackernews
[2] love
[2] flu
[2] vaccination

Top Hashtags in Tweet in G4:
[1] antivaxidiots

Top Hashtags in Tweet in G5:
[1] measels
[1] covid19
[1] omicron

Top Hashtags in Tweet in G6:
[3] measels
[2] vaccine
[1] covidiots
[1] ivermectin
[1] getvaccinated
[1] booster
[1] mandates
[1] kids
[1] bitcoin
[1] longcovid

Top Hashtags in Tweet in G7:
[2] ableg
[2] resigndaniellesmith
[1] cdnpoli
[1] suckitcdc
[1] murica
[1] abhealth
[1] trudeaumustgo
[1] letsgodarwin
[1] teamcovid
[1] antivax

Top Hashtags in Tweet in G8:
[1] callyourpediatrician
[1] becauseyousayso
[1] sciencetwitter
[1] asshat
[1] lyme
[1] pleasestop

Top Hashtags in Tweet in G9:
[1] science
[1] vaccines
[1] conspiracytheorists
[1] pureblood
[1] freedomfighter

Top Hashtags in Tweet in G10:
[7] measles
[4] children
[4] who
[4] drtedros
[3] covid19
[3] vaccineswork
[2] polio
[2] measels
[2] afghanistan
[1] monkeypox

Top Words
Top Words in Tweet in Entire Graph:
[4732] measels
[1519] vaccine
[1387] polio
[1310] covid
[1188] measles
[1127] vaccines
[1035] mumps
[894] people
[777] came
[746] asked

Top Words in Tweet in G1:
[712] measels
[701] measles
[700] christmas
[700] lectures
[700] asked
[700] came
[700] daughter
[700] power
[699] vaccina
[699] kit_yates_maths

Top Words in Tweet in G2:
[64] measels
[44] polio
[36] vaccines
[30] vaccine
[27] mumps
[23] 5shezz4
[23] covid
[23] joe09396262
[23] ssz1967
[23] 0800_ksmy_ass

Top Words in Tweet in G3:
[237] measels
[50] covid
[43] people
[39] vaccine
[37] polio
[36] mumps
[28] one
[27] pox
[24] vaccines
[23] etc

Top Words in Tweet in G4:
[32] measels
[16] polio
[15] claytravis
[13] etc
[12] covid
[11] vaccine
[10] flattielover
[10] mistressredwasp
[10] medwoman1
[10] chan_leeze

Top Words in Tweet in G5:
[235] measels
[189] mumps
[187] alisonnolan9
[182] rubella
[180] scabies
[179] hepatitis
[179] influenza
[179] peston
[179] cryptosporidiosis
[179] impetigo

Top Words in Tweet in G6:
[133] measels
[76] vaccine
[59] vaccines
[54] people
[54] polio
[44] vaccinated
[43] covid
[30] those
[25] more
[25] smarzeli

Top Words in Tweet in G7:
[105] measels
[69] vaccine
[59] covid
[49] vaccines
[41] polio
[36] mumps
[34] people
[24] vaccinated
[22] etc
[17] pox

Top Words in Tweet in G8:
[100] measels
[67] covid
[61] vax
[53] polio
[49] vaccine
[32] mumps
[31] vaccines
[22] mmr
[19] pox
[18] kids

Top Words in Tweet in G9:
[72] measels
[35] vaccine
[30] polio
[29] vaccines
[20] people
[19] mumps
[19] covid
[17] joerogan
[14] lisamarieboothe
[13] one

Top Words in Tweet in G10:
[69] measels
[38] vaccine
[30] cdcgov
[23] vaccines
[23] polio
[21] people
[21] covid
[17] kids
[15] vaccinated
[15] cdcdirector

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[717] measles,came
[716] asked,measels
[715] measels,power
[715] daughter,asked
[715] came,christmas
[715] christmas,lectures
[715] lectures,daughter
[714] power,vaccina
[714] kit_yates_maths,measles
[674] measels,mumps

Top Word Pairs in Tweet in G1:
[700] daughter,asked
[700] asked,measels
[700] christmas,lectures
[700] lectures,daughter
[700] measles,came
[700] measels,power
[700] came,christmas
[699] power,vaccina
[699] kit_yates_maths,measles
[7] autism,anti

Top Word Pairs in Tweet in G2:
[19] measels,mumps
[13] polio,measels
[11] lyquidpirate,gbates76034889
[11] vikilovesfacs,erictopol
[11] mariveroc2,gigaohmresist
[11] gbates76034889,vikilovesfacs
[10] timtruth123,enigmastellkit
[10] enigmastellkit,rotor_motor13b
[9] villagerssn,tmafkab
[9] sadly02751722,springbok1066

Top Word Pairs in Tweet in G3:
[20] measels,mumps
[14] chicken,pox
[11] measels,outbreak
[10] mumps,measels
[8] measels,rubella
[8] pox,measels
[8] small,pox
[8] mumps,rubella
[7] whooping,cough
[6] measels,etc

Top Word Pairs in Tweet in G4:
[6] trublurayne,arcadiagt5
[6] republicanrehab,lauriespoon
[6] michellmybell1,ltrader25
[6] oblivionvortex,codingetudes
[6] codingetudes,trublurayne
[6] wendobi,romeoalpha68
[6] sandranotsandy1,prm13001813
[6] bitterclingerpa,stopthepewpew
[6] q_estrada,uselogicplease1
[6] reganlieutenant,newer_deal

Top Word Pairs in Tweet in G5:
[182] measels,mumps
[179] impetigo,influenza
[179] cryptosporidiosis,hepatitis
[179] mumps,rotavirus
[179] rubella,scabies
[179] hepatitis,impetigo
[179] influenza,advisory
[179] rotavirus,rubella
[179] advisory,measels
[178] peston,cryptosporidiosis

Top Word Pairs in Tweet in G6:
[21] measels,vaccine
[20] polio,measels
[14] chicken,pox
[11] breakthrough,cases
[11] pox,measels
[10] measels,mumps
[10] vaccinated,people
[8] 50,effective
[8] measels,polio
[8] measels,rubella

Top Word Pairs in Tweet in G7:
[20] measels,mumps
[15] polio,measels
[11] mumps,rubella
[11] chicken,pox
[10] vaccine,mandates
[10] measels,vaccine
[8] thetorontosun,brianlilley
[8] cornerthom,thetorontosun
[8] measels,outbreaks
[8] measels,etc

Top Word Pairs in Tweet in G8:
[25] polio,measels
[19] covid,vax
[17] mumps,measels
[16] measels,vax
[14] covid,polio
[13] specifically,covid
[13] danrather,specifically
[13] vax,vs
[13] bigtar,danrather
[13] vax,apples

Top Word Pairs in Tweet in G9:
[12] polio,measels
[11] measels,mumps
[5] ryanbeed,craig_1_1_7
[5] swaledalemutton,apsmunro
[5] craig_1_1_7,swaledalemutton
[4] vaccine,polio
[4] long,term
[4] covid,vaxes
[3] smallpox,polio
[3] seen,covid

Top Word Pairs in Tweet in G10:
[10] mers,berry
[10] bush,monkeypox
[10] monkeypox,chased
[10] meetjess,think
[10] song,actually
[10] kids,song
[10] think,kids
[10] berry,bush
[10] went,around
[10] actually,went

Top Replied-To
Top Replied-To in Entire Graph:
@measelward
@smarzeli
@uselogicorleave
@nickssg
@sentedcruz
@tedcruz
@nathanaelyoung
@marshablackburn
@repthomasmassie

Top Replied-To in G1:
@citizenw0lf
@me93225228
@1goodtern

Top Replied-To in G2:
@nathanaelyoung
@potus
@lavern_spicer
@mrstenstrom
@drneilstone
@andrewemcameron
@cbeckj
@jj19jeffjohnson
@simon_says99
@ryanbeed

Top Replied-To in G3:

Top Replied-To in G4:
@claytravis
@aggressivedem
@synyster63
@grampazachary
@merry_hippie
@bassistold
@sumatrasue
@charliedaniel06

Top Replied-To in G5:
@youarelobbylud
@quantumoverlord
@davidsteadson
@alisonnolan9
@ballouxfrancois
@peston
@calfotini
@dgurdasani1
@travf154
@brojo87

Top Replied-To in G6:
@smarzeli
@elonmusk
@catturd2
@dslarsen
@jeffmcnamee
@ozraeliavi
@ingrahamangle
@jamessurowiecki

Top Replied-To in G7:
@nickssg
@pierrepoilievre
@dominiquetaegon
@govrondesantis
@peterpuck18
@gmbutts
@chriswnunn
@johnrich
@justintrudeau
@jerzyjerzyjerzy

Top Replied-To in G8:
@sharon9181967
@lizlewisphd
@realcandaceo
@tomfitton
@marionawfal
@chrisradom
@cbsnews
@willmelvin
@hukaleksandra
@rncresearch

Top Replied-To in G9:
@ryanbeed
@senronjohnson
@lisamarieboothe
@johnb_3rd
@robertkennedyjr
@mrstenstrom
@alexberenson
@jambon90832215
@saltysion
@joerogan

Top Replied-To in G10:
@erictopol
@who
@sockbatreplica
@jakep316
@whoafghanistan
@nightarbitrage
@potus
@sweetandsnark
@meetjess

Top Mentioned
Top Mentioned in Entire Graph:
@kit_yates_maths
@alisonnolan9
@peston
@gindaanis
@cdcgov
@bkphilanthropy
@swaledalemutton
@mncdfbombay

Top Mentioned in G1:
@kit_yates_maths
@artists_ali
@1goodtern
@sgriffin_lab

Top Mentioned in G2:
@5shezz4
@joe09396262
@ssz1967
@0800_ksmy_ass
@takethatct
@swaledalemutton
@jiminyc24
@troydee
@ryanbeed

Top Mentioned in G3:
@ppjkis
@grammy_111
@jupiter_astro
@_anunnery

Top Mentioned in G4:
@flattielover
@jetson77
@medwoman1
@aimhighffw
@mistressredwasp
@chan_leeze
@shellyrkirchoff
@claytravis
@vickie627
@ladyoftheocean1

Top Mentioned in G5:
@alisonnolan9
@peston
@kit_yates_maths
@stoolpresidente
@jacobbaguilar
@conceptualjames
@baileycarlin
@tia_loret
@dement0r
@i_petersen

Top Mentioned in G6:
@elonmusk
@jordanschachtel
@reutersfacts
@robertlburns61
@paesano
@drscott_atlanta
@aconcernedpare2
@b_loughlin11
@sportscenter

Top Mentioned in G7:
@justintrudeau
@jkenney
@cornerthom
@thetorontosun
@brianlilley
@govrondesantis
@abdaniellesmith
@cp24
@saitorboy
@johnrich

Top Mentioned in G8:
@danrather
@realcandaceo
@allenalana2
@bigtar
@vprasadmdmph
@cbsnews
@us_fda
@rncresearch
@zerohedge
@cdcgov

Top Mentioned in G9:
@joerogan
@lisamarieboothe
@alexberenson
@kimiversenshow
@aaronrodgers12
@craig_1_1_7
@swaledalemutton
@apsmunro
@rubinreport
@bbcnews

Top Mentioned in G10:
@cdcgov
@cdcdirector
@who
@tara2911
@meetjess
@disclosetv
@abc
@drtedros
@legendaryenergy
@fda

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@joni_looking
@roblwilson
@blazedrts
@britpoptarts
@sandradunn1955
@bannerite
@marthalynneowe1
@gottalaff
@inquirerdotnet

Top Tweeters in G1:
@s9tmt
@roblwilson
@sandradunn1955
@washumom
@curiocat13
@blanketcrap
@darylgibson
@catherinemginn
@vmbritsch
@fiona_fionnagal

Top Tweeters in G2:
@gnomeicide
@sassybibrarian
@fillmorewhite
@friendsoscience
@takethatct
@veritatem2021
@dawntj90
@the_ouroboros__
@socalbohogal
@thatfakeguydan

Top Tweeters in G3:
@jneworleans
@marillion13
@freetown30
@tuttlepatriarch
@fingersliberace
@northtrenton
@lemurdank
@xmaseveevil1
@rpbreakingnews
@moralitypls

Top Tweeters in G4:
@rodneyclaeys
@lauriespoon
@jerri47
@mailonline
@vickie627
@jencages
@narnfan
@michellmybell1
@vincegottalotta
@medwoman1

Top Tweeters in G5:
@thestephenralph
@childofalba
@spidermals
@sarahcoldheart
@blondiesa
@susanchubb1
@sallymos
@photolawn
@johnandi
@petervhale

Top Tweeters in G6:
@docwashburn
@doritmi
@vexwerewolf
@steven94117
@mediaite
@drscott_atlanta
@hughhewitt
@johnpavlovitz
@sportscenter
@wendyorent

Top Tweeters in G7:
@globeandmail
@torontostar
@ottawacitizen
@jeannefisher17
@rakpenguin63
@thetorontosun
@citynewsto
@cp24
@garden_nome1
@cbctoronto

Top Tweeters in G8:
@zerohedge
@cbsnews
@brat2381
@sww1235
@montrealdesign
@czedwards
@sykescharlie
@caerage
@jason_bellenger
@jess_sassenach

Top Tweeters in G9:
@bbcnews
@newsweek
@delaware_dolfan
@heytammybruce
@espn
@56jaytee
@mtracey
@titusnation
@mifwhy
@alexpalombo

Top Tweeters in G10:
@abc
@hittheglass
@naphisoc
@epochtimes
@hoskinskaren
@shaksingh
@bleacherreport
@ericboehlert
@marclobliner
@happyhexer