COVID, Twitter, 1/14/2023 8:30:32 AM, 287958
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COVID_2023-01-14_00-19-13.xlsx
COVID_2023-01-14_00-19-13.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
COVID via NodeXL https://bit.ly/3H5iXNy
@drsimonegold
@sarahhuckabee
@mattwallace888
@draseemmalhotra
@jojofromjerz
@dc_draino
@healthbyjames
@robertkennedyjr
@rwmalonemd
@chuckcallesto

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#vaccinedeath
#pfizer
#vaccine

Description:
Description
The graph represents a network of 6,219 Twitter users whose recent tweets contained "COVID", 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 08:24 UTC.

The tweets in the network were tweeted over the 973-day, 6-hour, 29-minute period from Friday, 15 May 2020 at 18:30 UTC to Saturday, 14 January 2023 at 01:00 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 : 6219
Unique Edges : 2805
Edges With Duplicates : 10671
Total Edges : 13476
Number of Edge Types : 9
Retweet : 3871
MentionsInRetweet : 4389
MentionsInReplyTo : 2196
Replies to : 1220
Mentions : 287
Tweet : 1305
Quote : 133
MentionsInQuoteReply : 35
MentionsInQuote : 40
Self-Loops : 1510
Reciprocated Vertex Pair Ratio : 0.0180042722001831
Reciprocated Edge Ratio : 0.0353717026378897
Connected Components : 1092
Single-Vertex Connected Components : 291
Maximum Vertices in a Connected Component : 3396
Maximum Edges in a Connected Component : 8587
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.997922
Graph Density : 0.000172538001417232
Modularity : 0.497576
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,219 Twitter users whose recent tweets contained "COVID", 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 08:24 UTC.

The tweets in the network were tweeted over the 973-day, 6-hour, 29-minute period from Friday, 15 May 2020 at 18:30 UTC to Saturday, 14 January 2023 at 01:00 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 : 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:
[93] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[56] https://www.foxnews.com/health/cdc-identifies-possible-safety-concern-certain-people-receiving-covid-vaccines
[48] https://twitter.com/charliekirk11/status/1614018282042032129/video/1
[40] https://t.me/+gonSRfWklQI3NDNk
[35] https://www.vice.com/en/article/v7vjx8/almost-twice-as-many-republicans-died-from-covid-before-the-midterms-than-democrats
[31] https://twitter.com/TheChiefNerd/status/1613992087782887443/video/1
[24] https://trib.al/dVtL03v
[17] https://www.thegatewaypundit.com/2023/01/new-cdc-investigate-link-pfizers-mrna-covid-vaccines-strokes/
[17] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[15] https://www.theguardian.com/world/2023/jan/13/bbc-cardiologist-aseem-malhotra-links-covid-jabs-to-heart-disease-deaths

Top URLs in Tweet in G1:
[9] https://www.foxnews.com/health/cdc-identifies-possible-safety-concern-certain-people-receiving-covid-vaccines
[7] https://www.nytimes.com/2023/01/13/health/covid-boosters-stroke.html?partner=IFTTT
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[4] https://twitter.com/nam_nam_nan/status/1451140873895383046/photo/1
[4] https://www.dailywire.com/news/pfizers-updated-covid-booster-linked-to-potential-stroke-risk-cdc-launches-additional-investigation
[4] https://twitter.com/NateAdams5k/status/1614062986464829440/photo/1
[4] https://twitter.com/nanchatteL/status/1614063618278199296/photo/1
[3] https://www.nbcnews.com/health/health-news/younger-healthy-people-dont-need-another-covid-booster-vaccine-expert-rcna65324
[3] https://www.thegatewaypundit.com/2023/01/new-cdc-investigate-link-pfizers-mrna-covid-vaccines-strokes/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-022-00846-2

Top URLs in Tweet in G2:
[40] https://t.me/+gonSRfWklQI3NDNk
[18] https://www.foxnews.com/health/cdc-identifies-possible-safety-concern-certain-people-receiving-covid-vaccines
[8] https://twitter.com/robschneider/status/1614034013391552512
[7] https://twitter.com/RobSchneider/status/1614034013391552512
[3] https://twitter.com/marseille_jeff/status/1613947288958767104/photo/1
[2] https://twitter.com/p_duval/status/1613879730713026562/photo/1
[2] https://drdrew.com/2021/kyle-warner-pro-mountain-bike-racer-discusses-severe-covid-19-vaccine-reaction-on-ask-dr-drew/
[2] https://twitter.com/KanekoaTheGreat/status/1613867172740358145?s=20&t=fcBK9DDLbL8iVAg3mhwNuw
[1] https://twitter.com/drsimonegold/status/1613736204758929408/video/1
[1] https://twitter.com/TheChiefNerd/status/1613940759996293121/video/1

Top URLs in Tweet in G3:
[6] https://twitter.com/DrAseemMalhotra/status/1613837487796850688
[4] https://mobile.twitter.com/DrAseemMalhotra/status/1613837487796850688
[4] https://twitter.com/draseemmalhotra/status/1613837487796850688
[3] https://dailysceptic.org/2023/01/13/japans-experts-baffled-by-high-covid-deaths-from-heart-problems-despite-high-vaccination-rate/
[3] https://www.gbnews.uk/news/covid-tory-councillor-suspended-after-defending-andrew-bridgen/423933
[3] https://www.theguardian.com/world/2023/jan/13/bbc-cardiologist-aseem-malhotra-links-covid-jabs-to-heart-disease-deaths
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[2] https://twitter.com/DrAseemMalhotra/status/1613837487796850688/video/1
[2] https://twitter.com/RepBenCline/status/1613989034757431296/photo/1
[2] https://twitter.com/atRachelGilmore/status/1613972675147468806

Top URLs in Tweet in G4:
[61] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[3] https://twitter.com/greg_travis/status/1613906644764876800/photo/1
[3] https://justthenews.com/videos/cdc-identifies-potential-issue-pfizer-covid-vaccine?utm_source=tw&utm_medium=social&utm_campaign=twjtn
[2] https://www.zerohedge.com/covid-19/deadline-passes-pfizer-submit-results-post-vaccination-heart-inflammation-study-us
[2] https://twitter.com/DrEricDing/status/1613396510728916993/photo/1
[2] https://twitter.com/DrCaliff_FDA/status/1614003705392648192/photo/1
[2] https://www.vanityfair.com/news/2021/09/anti-vax-radio-hosts-dying-covid
[2] https://twitter.com/TheChiefNerd/status/1613992087782887443/video/1
[2] https://www.theepochtimes.com/fda-adviser-says-young-and-healthy-people-shouldnt-get-latest-covid-boosters_4980656.html?utm_source=ref_share&utm_campaign=tw&rs=SHRPLKGC

Top URLs in Tweet in G5:
[4] https://twitter.com/MichaelPSenger/status/1613963936692572162/photo/1
[4] https://t.me/vaxxpasssolutions
[3] https://www.theguardian.com/world/2023/jan/13/bbc-cardiologist-aseem-malhotra-links-covid-jabs-to-heart-disease-deaths
[3] https://www.theguardian.com/world/2023/jan/13/bbc-cardiologist-aseem-malhotra-links-covid-jabs-to-heart-disease-deaths?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1673632315
[2] https://michaelpsenger.substack.com/p/no-lockdown-instigators-do-not-deserve
[2] https://twitter.com/MichaelPSenger/status/1613973893638938624/photo/1
[2] https://www.theguardian.com/world/2023/jan/13/wales-coroner-rules-nurses-covid-deaths-as-industrial-disease?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1673637921
[2] https://sensiblemed.substack.com/p/no-a-healthy-20-year-old-man-who?r=abaxo&utm_campaign=post&utm_medium=web
[2] https://petermcculloughmd.substack.com/p/massive-clot-burden-days-after-taking?r=nb3sr&utm_campaign=post&utm_medium=web
[2] https://twitter.com/RealThermoguy/status/1609712586353958914/photo/1

Top URLs in Tweet in G6:
[4] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[2] https://babylonbee.com/news/cdc-warns-of-new-stealth-covid-variant-where-you-test-negative-and-get-no-symptoms
[2] https://justthenews.com/politics-policy/health/cdc-identifies-potential-side-effects-pfizer-covid-19-vaccine?utm_source=sf&utm_medium=social&utm_campaign=twjs
[2] https://theconservativetreehouse.com/blog/2023/01/13/so-you-did-not-take-the-covid-19-shot-why-not/
[2] https://twitter.com/TheChiefNerd/status/1613940759996293121/video/1
[1] https://babylonbee.com/news/updated-death-certificates-requires-choosing-between-covid-climate-change-or-systemic-racism-as-cause-of-death
[1] https://justthenews.com/politics-policy/coronavirus/emails-white-house-facebook-admits-suppressing-often-true-content-covid?utm_source=sf&utm_medium=social&utm_campaign=twjs
[1] https://justthenews.com/government/federal-agencies/pfizer-covid-vaccine-under-harsh-glare-fda-foreign-research-serious
[1] https://twitter.com/MRobertsQLD/status/1613808583224729603/photo/1
[1] https://twitter.com/i/web/status/1613924569634734081

Top URLs in Tweet in G7:
[4] https://twitter.com/healthbyjames/status/1613971106209189889/photo/1
[4] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[2] https://www.theguardian.com/world/2023/jan/13/bbc-cardiologist-aseem-malhotra-links-covid-jabs-to-heart-disease-deaths
[1] https://twitter.com/healthbyjames/status/1613981841140371457/video/1
[1] https://twitter.com/healthbyjames/status/1613605894746693638/video/1
[1] https://twitter.com/i/web/status/1613971106209189889
[1] https://denvergazette.com/sports/colorado-college-tennis-player-jack-madison-20-has-died-school-says/article_acc93864-920c-11ed-93b2-07ea694605ad.html
[1] https://twitter.com/healthbyjames/status/1613952792774803456/photo/1
[1] https://jamescintolo.substack.com/p/breaking-new-study-4827-increased
[1] https://twitter.com/healthbyjames/status/1614001184993431552/video/1

Top URLs in Tweet in G8:
[3] https://www.rollingstone.com/culture/culture-news/robert-f-kennedy-jr-anti-vaxxers-sue-media-outlets-over-covid-conspiracy-boycott-1234660028/
[2] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[2] https://twitter.com/AbbyGeek/status/1613942627367358480/photo/1
[1] https://twitter.com/RonFilipkowski/status/1614061209631834114/video/1
[1] https://twitter.com/sarahhuckabee/status/1614009624411217922
[1] https://www.cbs17.com/community/health/coronavirus/fact-check-no-covid-19-vaccines-dont-lead-to-more-variants-unc-expert-says/
[1] https://twitter.com/RepMattGaetz/status/1613963712326692864/video/1
[1] https://twitter.com/SarahHuckabee/status/1614009624411217922
[1] https://twitter.com/DavidRe17046614/status/1614061795890855937/photo/1
[1] https://www.science.org/content/blog-post/spike-protein-behavior?cookieSet=1

Top URLs in Tweet in G9:
[4] https://twitter.com/kirunaparis/status/1614064036085395456/photo/1
[3] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[2] https://www.foxnews.com/health/cdc-identifies-possible-safety-concern-certain-people-receiving-covid-vaccines
[2] https://twitter.com/DC_Draino/status/1614003840205967370
[1] https://twitter.com/dc_draino/status/1613216339698802688
[1] https://twitter.com/dc_draino/status/1614003840205967370
[1] https://twitter.com/TheChiefNerd/status/1613992087782887443/video/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/bivalent-boosters.html
[1] https://twitter.com/dc_draino/status/1614018207051927560
[1] https://twitter.com/RepMTG/status/1613199085938348032

Top URLs in Tweet in G10:
[4] https://m.theepochtimes.com/mkt_app/health/stroke-could-be-a-safety-concern-with-new-pfizer-covid-19-vaccine-us-authorities_4984144.html
[2] https://www.washingtonpost.com/opinions/2023/01/13/covid-pandemic-deaths-hospitalizations-overcounting/
[1] https://twitter.com/i/web/status/1613985594752831509
[1] https://physiciansforinformedconsent.org/covid-19-vaccines
[1] https://twitter.com/picphysicians/status/1599505420011573248/photo/1
[1] https://dailysceptic.org/2023/01/13/japans-experts-baffled-by-high-covid-deaths-from-heart-problems-despite-high-vaccination-rate/
[1] https://dailysceptic.org/2023/01/13/fda-vaccine-committee-member-calls-for-end-to-mass-covid-vaccination/
[1] https://dailysceptic.org/2023/01/13/covid-vaccines-are-obviously-dangerous-and-should-be-halted-immediately-say-senior-swedish-doctors/
[1] https://rumble.com/v25c8tv-breaking-cdc-to-investigate-link-between-strokes-and-covid-19-vaccines.html
[1] https://twitter.com/freedomangels2/status/1613986957398536193

Top Domains
Top Domains in Tweet in Entire Graph:
[1109] twitter.com
[120] theepochtimes.com
[57] foxnews.com
[50] t.me
[40] trib.al
[35] vice.com
[31] theguardian.com
[30] reuters.com
[29] substack.com
[24] rumble.com

Top Domains in Tweet in G1:
[79] twitter.com
[9] nytimes.com
[9] foxnews.com
[7] rui.jp
[5] dailywire.com
[5] reuters.com
[4] nature.com
[4] msn.com
[4] welovetrump.com
[3] theguardian.com

Top Domains in Tweet in G2:
[51] twitter.com
[40] t.me
[18] foxnews.com
[2] drdrew.com
[1] theblaze.com
[1] thedcpatriot.com
[1] substack.com
[1] gov.uk
[1] washingtonpost.com

Top Domains in Tweet in G3:
[32] twitter.com
[4] dailysceptic.org
[3] gbnews.uk
[3] co.uk
[3] theguardian.com
[3] reuters.com
[2] insulinresistance.org
[1] fda.gov
[1] theepochtimes.com
[1] hartgroup.org

Top Domains in Tweet in G4:
[67] theepochtimes.com
[37] twitter.com
[4] justthenews.com
[4] reuters.com
[3] substack.com
[2] zerohedge.com
[2] cdc.gov
[2] vanityfair.com
[1] brownstone.org
[1] nbcnews.com

Top Domains in Tweet in G5:
[37] twitter.com
[10] substack.com
[9] theguardian.com
[4] t.me
[3] zerohedge.com
[3] co.uk
[2] trialsitenews.com
[2] foxnews.com
[1] afn.net
[1] beckernews.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] justthenews.com
[4] theepochtimes.com
[3] babylonbee.com
[2] theconservativetreehouse.com

Top Domains in Tweet in G7:
[23] twitter.com
[4] theepochtimes.com
[3] substack.com
[2] theguardian.com
[1] denvergazette.com
[1] naturalnews.com
[1] dailywire.com
[1] rumble.com
[1] medpagetoday.com
[1] jamanetwork.com

Top Domains in Tweet in G8:
[13] twitter.com
[3] rollingstone.com
[2] theepochtimes.com
[1] cbs17.com
[1] science.org
[1] vice.com
[1] nbcnews.com
[1] dailysignal.com

Top Domains in Tweet in G9:
[13] twitter.com
[3] theepochtimes.com
[2] foxnews.com
[1] cdc.gov
[1] ucdavis.edu
[1] fox32chicago.com
[1] nbcnews.com
[1] nytimes.com

Top Domains in Tweet in G10:
[5] twitter.com
[4] theepochtimes.com
[3] dailysceptic.org
[2] washingtonpost.com
[1] physiciansforinformedconsent.org
[1] rumble.com
[1] goodsciencing.com
[1] zerohedge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[91] covid
[60] covid19
[35] longcovid
[26] covid_19
[26] vaccinedeath
[16] pfizer
[15] vaccine
[15] diedsuddenly
[13] auspol
[12] amlo



Top Hashtags in Tweet in G1:
[14] covid
[10] covid19
[5] coronavirus
[5] covid_19
[4] vaccine
[4] corona
[3] vaccines
[3] vaccinedeath
[3] covidvaccine
[3] pandemic

Top Hashtags in Tweet in G2:
[1] vaccinatieschade
[1] oversterfte
[1] vaccineswork
[1] suddenlycollapsed
[1] twitterfiles
[1] snowball

Top Hashtags in Tweet in G3:
[3] vaccines
[3] clotshot
[3] booster
[2] vaccinedeath
[2] vaccine
[1] vaccineswork
[1] goaseem
[1] vaccineinjury
[1] diedsuddenly

Top Hashtags in Tweet in G4:
[10] covid19
[5] covid
[3] vaccinedeaths
[3] diedsuddenly
[2] vaccinedeath
[2] vaccinesideeffects
[2] realnotrare
[2] diedsuddenlyvaccine
[2] diedsuddenlydocumentary
[2] diedsuddenlynews

Top Hashtags in Tweet in G5:
[6] courageousdiscourse
[2] diedsuddenly
[2] covid
[2] twitterfiles
[1] featured
[1] bbcpapers
[1] tomorrowspaperstoday
[1] vaccinatieschade
[1] bbc
[1] covid_19

Top Hashtags in Tweet in G7:
[7] conspiracyortruth
[1] turbocancer
[1] covid_19
[1] covidvaccine
[1] crimesagainsthumanity

Top Hashtags in Tweet in G8:
[3] dyingtoownthelibs
[2] news
[1] arnews
[1] arpx
[1] covidisntover
[1] arkansas

Top Hashtags in Tweet in G9:
[2] cdc
[2] 脳卒中

Top Hashtags in Tweet in G10:
[2] covid_19
[2] vaccinedeath
[1] picphysicians
[1] covid19
[1] vaccinemandates

Top Words
Top Words in Tweet in Entire Graph:
[5392] covid
[1646] cdc
[1312] 19
[1282] vaccines
[1224] vaccine
[932] breaking
[741] strokes
[581] people
[542] deaths
[498] pfizer

Top Words in Tweet in G1:
[240] covid
[68] 19
[37] cdc
[35] pfizer
[20] stroke
[20] vaccine
[18] vaccines
[18] risk
[15] people
[15] linked

Top Words in Tweet in G2:
[316] covid
[243] 19
[223] vaccines
[208] drsimonegold
[204] cdc
[182] safety
[169] concern
[154] breaking
[150] truth
[149] coming

Top Words in Tweet in G3:
[226] covid
[169] draseemmalhotra
[162] bbc
[156] vaccine
[153] mrna
[152] breaking
[150] cardiovascular
[149] excess
[149] deaths
[148] cardiologist

Top Words in Tweet in G4:
[185] covid
[116] vaccine
[115] 19
[87] cdc
[73] pfizer
[72] safety
[66] rwmalonemd
[65] concern
[65] identified
[64] possible

Top Words in Tweet in G5:
[192] covid
[55] vaccines
[38] 19
[34] michaelpsenger
[31] deaths
[28] p_mcculloughmd
[24] false
[24] cdc
[21] stop
[21] bbcnews

Top Words in Tweet in G6:
[242] covid
[175] cdc
[166] vaccines
[157] breaking
[149] strokes
[146] pfizer
[142] between
[141] mattwallace888
[140] possible
[139] link

Top Words in Tweet in G7:
[238] covid
[118] healthbyjames
[112] vaccines
[110] cdc
[76] strokes
[72] breaking
[71] mrna
[65] vaccine
[54] cases
[47] investigation

Top Words in Tweet in G8:
[184] covid
[94] sarahhuckabee
[85] executive
[83] order
[83] orders
[82] arkansas
[80] existing
[80] sign
[80] proud
[80] today

Top Words in Tweet in G9:
[212] covid
[134] cdc
[128] strokes
[117] dc_draino
[90] vaccine
[71] vax
[70] shouldn
[70] anything
[70] before
[70] investigating

Top Words in Tweet in G10:
[220] covid
[133] cdc
[118] breaking
[109] chuckcallesto
[82] vaccine
[64] report
[62] booster
[61] data
[57] fda
[55] vaccines

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1276] covid,19
[627] covid,vaccines
[621] breaking,cdc
[451] covid,vaccine
[450] 19,vaccines
[347] link,between
[342] safety,concern
[294] pfizer,covid
[269] cdc,investigating
[238] vaccines,strokes

Top Word Pairs in Tweet in G1:
[64] covid,19
[15] stroke,risk
[11] pfizer,covid
[11] covid,boosters
[11] covid,vaccines
[10] federal,officials
[10] risk,linked
[10] linked,pfizer
[10] increased,stroke
[10] boosters,federal

Top Word Pairs in Tweet in G2:
[243] covid,19
[196] 19,vaccines
[169] safety,concern
[153] breaking,cdc
[149] concern,covid
[148] truth,coming
[148] cdc,identified
[148] identified,safety
[148] vaccines,truth
[148] coming,light

Top Word Pairs in Tweet in G3:
[146] covid,mrna
[146] excess,cardiovascular
[143] cardiovascular,deaths
[142] bbc,news
[142] cardiologist,contributory
[142] contributory,factor
[142] news,cardiologist
[142] breaking,bbc
[142] factor,excess
[141] deaths,covid

Top Word Pairs in Tweet in G4:
[115] covid,19
[98] 19,vaccine
[65] pfizer,covid
[65] safety,concern
[61] vaccine,identified
[61] identified,cdc
[61] possible,safety
[61] concern,pfizer
[60] rwmalonemd,possible
[22] cdcgov,come

Top Word Pairs in Tweet in G5:
[35] covid,19
[25] covid,vaccines
[19] covid,deaths
[15] reluctance,admit
[14] discount,role
[14] important,discount
[14] sheer,pettiness
[14] admit,catastrophe
[14] role,sheer
[14] mainstream,reluctance

Top Word Pairs in Tweet in G6:
[155] breaking,cdc
[144] pfizer,covid
[140] covid,vaccines
[139] link,between
[136] vaccines,strokes
[136] between,pfizer
[136] cdc,investigating
[136] possible,link
[136] investigating,possible
[135] mattwallace888,breaking

Top Word Pairs in Tweet in G7:
[88] covid,vaccines
[69] mrna,covid
[47] covid,vaccine
[44] investigation,mrna
[44] breaking,cdc
[44] scale,investigation
[44] large,scale
[41] cases,strokes
[41] opened,large
[41] increased,cases

Top Word Pairs in Tweet in G8:
[82] executive,order
[80] covid,arkansas
[80] existing,orders
[80] today,proud
[80] terminating,five
[80] five,existing
[80] order,terminating
[80] sign,executive
[80] proud,sign
[80] orders,covid

Top Word Pairs in Tweet in G9:
[82] covid,vaccine
[69] covid,vax
[69] strokes,before
[69] vax,strokes
[69] cdc,investigated
[69] investigated,covid
[69] anything,shouldn
[69] shouldn,cdc
[69] before,forced
[69] doctor,anything

Top Word Pairs in Tweet in G10:
[96] chuckcallesto,breaking
[61] breaking,cdc
[56] breaking,report
[56] report,fda
[55] fda,cdc
[54] accuse,moderna
[54] cdc,advisors
[54] advisors,accuse
[54] covid,bivalent
[54] moderna,witholding

Top Replied-To
Top Replied-To in Entire Graph:
@drsimonegold
@nathaliejacoby1
@nbsaphiermd
@repmtg
@diamondandsilk
@covid_parent
@robschneider
@treauge1
@healthbyjames
@catturd2

Top Replied-To in G2:
@drsimonegold
@robschneider
@drneilstone
@blakeferguson44
@caperloo5
@nicma1111
@falsesimplicity
@claude__cat
@repthomasmassie
@liz_churchill8

Top Replied-To in G3:
@draseemmalhotra
@matt_horwoodws
@drsimonashworth
@drvickyharris
@dave43law
@emmarincon
@amibanerjee1
@lozzafox
@hugh_mankind
@protog11

Top Replied-To in G4:
@drericding
@speakermccarthy
@joebiden
@whitehouse
@drcaliff_fda
@ozzyman314
@lawrencekier711
@mickiskib
@ns_beachbum
@pammywho

Top Replied-To in G5:
@treauge1
@michaelpsenger
@veryvirology
@eekymom
@andrewlawton
@doctor_oxford
@tcjepson
@dr_kgreen
@skin_talker
@giga_bull

Top Replied-To in G6:
@mattwallace888
@mrobertsqld
@jreinermd
@proudelephantus
@1chrisnelson
@stevencskso
@drsyedhaider

Top Replied-To in G7:
@healthbyjames
@dalonnas_60
@sensertobrown
@patrcksteve
@pagantri
@jason_willz1
@ohiosentry
@adaizeeaday
@neiltyson
@tarabull808

Top Replied-To in G8:
@jojofromjerz
@sarahhuckabee
@ronfilipkowski
@marclamonthill
@kareemjeanjr
@jenndegruchy
@pfleeceman
@repmattgaetz
@davidre17046614
@ginriker

Top Replied-To in G9:
@repmtg
@dc_draino
@repandybiggsaz
@nocegal
@benryanwriter
@mdanielsrechts
@leehest16478678
@c_goodman89
@goldenchoicex
@ktank06

Top Replied-To in G10:
@chuckcallesto
@cpenguin782
@derrickevans_wv
@cernovich
@jamestnichols
@abracad46926763
@sessler
@eric_schmitt
@bphillip21

Top Mentioned
Top Mentioned in Entire Graph:
@drsimonegold
@draseemmalhotra
@mattwallace888
@dc_draino
@healthbyjames
@chuckcallesto
@sarahhuckabee
@rwmalonemd
@robertkennedyjr
@thechiefnerd

Top Mentioned in G1:
@robertgbarton
@midwestlady88
@culsch
@robmaness
@loganm111
@amir71813512
@itoldyaso123
@takingouttrash7
@lfoolride

Top Mentioned in G2:
@drsimonegold
@pastorlocke
@robschneider
@maeyoakeq17
@ourworldindata
@realmattcouch
@drneilstone
@kanekoathegreat
@p_duval
@chamilh

Top Mentioned in G3:
@draseemmalhotra
@drsimonegold
@atrachelgilmore
@yardleyshooting
@emmarincon
@iambrookjackson
@gbnews
@zaidzamanhamid
@hartgroup_org
@fmarinojr

Top Mentioned in G4:
@rwmalonemd
@cdcgov
@senronjohnson
@us_fda
@ashishkjha46
@epochtimes
@project_veritas
@drericding
@joebiden
@jackdan110

Top Mentioned in G5:
@michaelpsenger
@p_mcculloughmd
@bbcnews
@drloupis
@elonmusk
@guardian
@doctor_oxford
@vprasadmdmph
@texaslindsay_
@unbridledmd

Top Mentioned in G6:
@mattwallace888
@drsimonegold
@jreinermd
@dc_draino
@proudelephantus
@jsolomonreports
@mrobertsqld
@rwmalonemd
@naturallyftw
@sarahhuckabee

Top Mentioned in G7:
@healthbyjames
@tarabull808
@libfails
@lionessdeb19
@drsimonegold
@pagantri
@jacobhenry76
@dc_draino
@rwmalonemd
@antman0704

Top Mentioned in G8:
@sarahhuckabee
@jojofromjerz
@ronfilipkowski
@gop
@dc_draino
@asahutchinson
@pfleeceman
@jennaellisesq
@cillafallis
@elonmusk

Top Mentioned in G9:
@dc_draino
@mtgreenee
@repandybiggsaz
@grahamallen_1
@drsimonegold
@repmtg
@alexandralevi20
@rwmalonemd
@healthbyjames
@mattwallace888

Top Mentioned in G10:
@chuckcallesto
@toadmeister
@mattwallace888
@drsimonegold
@jeninyounesesq
@derrickevans_wv
@rwmalonemd
@cernovich
@sarahhuckabee
@picphysicians

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@detikcom
@andyvermaut
@la_iguanatv
@tinamarie_80s
@telesurtv
@vtvcanal8
@stockguy61
@tempodotco
@evankirstel

Top Tweeters in G1:
@andyvermaut
@evankirstel
@noticiaaldia
@ambulsiva
@efectococuyo
@noticiasrcn
@elperiodico
@danspena
@republic
@otempo

Top Tweeters in G2:
@realmattcouch
@reeltexas
@zigmanfreud
@ladykerilynn
@frei_cebolinha
@elisa6666
@stevedeaceshow
@thearistocrypt
@fakeaccount1939
@jonathanwsabin

Top Tweeters in G3:
@googwaba
@blgaethgaeth
@jessiejaneduff
@roundlike
@yardleyshooting
@tumble_w33d
@jneill
@slimjimnorm
@valley308
@prisonplanet

Top Tweeters in G4:
@nytimes
@thinkpuertorico
@houstonchron
@fred7722
@liszewsk
@1a31551c566e43d
@prasadhemant
@epochtimes
@gilgamesh131313
@bosnerdley

Top Tweeters in G5:
@guardian
@brendahazelhur1
@bbcnews
@mailonline
@matilda_w_
@pray_4truth
@drwintadd
@mikeggibbs
@sassy1ntn
@edwardpacey

Top Tweeters in G6:
@nelliejs501
@mzee26
@du6du7
@lisa32686
@lvbearhntr
@zzprosper
@thelastrefuge2
@stchauck
@carebea20037556
@baileylinny4

Top Tweeters in G7:
@plivestrong
@mrtom101
@swampmadness
@leonard_per
@keramirez
@amerikangirlll
@votes4america
@rancher45ranch
@kittensbell
@sheilak55

Top Tweeters in G8:
@tinamarie_80s
@hnkimma
@ohio_buckeye_us
@phys878
@corkyswift2
@patriciakellogg
@lilrdvet2
@cfmbetricky2
@sallydeal4
@brill_leah

Top Tweeters in G9:
@tutitabuena8
@fox32news
@alice_92757
@trumpstersteve
@klooten
@dyc2012
@donnaferry10
@bloody_heck
@gambler1647
@wojtek1425

Top Tweeters in G10:
@sisyphusgoals
@1portabella
@ert02794711
@joelewisgod
@cernovich
@jocelelyon
@truthhurts1983
@emmaward2550
@rmconservative
@shershot99


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