(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies)), Twitter, 11/12/2021 11:55:06 PM, 266126


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(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies)) Twitt
(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies)) Twitt
From:
SMRFoundation
Uploaded on:
November 12, 2021
Short Description:
(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies)) via NodeXL https://bit.ly/30nz6LC
@repthomasmassie
@cnn
@joerogan
@lisamichelle021
@jordanschachtel
@viralvideovlogs
@aaronparnas
@christinapushaw
@tiltawhirlgurl
@ap

Top hashtags:


Description:
Description
The graph represents a network of 20,390 Twitter users whose recent tweets contained "(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies))", 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 Friday, 12 November 2021 at 23:13 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 11-minute period from Wednesday, 10 November 2021 at 16:36 UTC to Friday, 12 November 2021 at 20:47 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 : 20390
Unique Edges : 25431
Edges With Duplicates : 2490
Total Edges : 27921
Number of Edge Types : 5
Replies to : 2320
Mentions : 4503
Tweet : 2644
Retweet : 13392
MentionsInRetweet : 5062
Self-Loops : 2735
Reciprocated Vertex Pair Ratio : 0.00505092669894807
Reciprocated Edge Ratio : 0.0100510860987665
Connected Components : 2864
Single-Vertex Connected Components : 1510
Maximum Vertices in a Connected Component : 13854
Maximum Edges in a Connected Component : 20813
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.276719
Graph Density : 5.79147546863818E-05
Modularity : 0.832876
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 20,390 Twitter users whose recent tweets contained "(corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies))", 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 Friday, 12 November 2021 at 23:13 UTC.

The tweets in the network were tweeted over the 2-day, 4-hour, 11-minute period from Wednesday, 10 November 2021 at 16:36 UTC to Friday, 12 November 2021 at 20:47 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 : (corona OR covid OR covid19) (misinformation OR disinformation OR conspiracy OR conspiracies))
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2346] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[1616] https://twitter.com/pfizer/status/1458184495530758146
[1600] http://fact-check.org
[690] https://trib.al/QPqo3NC
[241] https://www.theguardian.com/world/2021/nov/11/injecting-poison-will-never-make-you-healthy-how-the-wellness-industry-turned-its-back-on-covid-science
[240] https://edition.cnn.com/2021/11/10/media/newsmax-twitter-emerald-robinson-banned/index.html
[210] https://www.mprnews.org/story/2021/11/10/covid-doctor-misinformation-minnesota-vadnais-heights
[192] http://trib.al/gMvTEdp
[183] https://trib.al/INZXhkp
[174] https://anchor.fm/sharylattkisson/episodes/After-Hours-CDC-misinformation-about-COVID-19-vaccines-The-Audiotapes-epkot9

Top URLs in Tweet in G1:
[1555] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[1490] https://twitter.com/pfizer/status/1458184495530758146
[1489] http://fact-check.org
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[3] https://www.redvoicemedia.com/2021/11/bidens-surgeon-general-tells-americans-not-to-share-covid-vax-info-online-until-checking-with-cdc-overlords/
[2] https://www.mskcc.org/coronavirus/second-dose-covid-19-vaccine-side-effects-why-they-happen-how-treat-them
[2] https://www.newsmax.com/newsfront/google-big-tech-censorship-covid-19/2021/11/10/id/1044182/
[1] https://www.ktvu.com/news/doctors-say-many-icu-patients-with-covid-regret-not-getting-vaccine
[1] https://anchor.fm/sharylattkisson/episodes/After-Hours-CDC-misinformation-about-COVID-19-vaccines-The-Audiotapes-epkot9
[1] https://twitter.com/RepThomasMassie/status/1458966785349328904

Top URLs in Tweet in G2:
[97] https://www.theguardian.com/world/2021/nov/11/injecting-poison-will-never-make-you-healthy-how-the-wellness-industry-turned-its-back-on-covid-science
[80] https://edition.cnn.com/2021/11/10/media/newsmax-twitter-emerald-robinson-banned/index.html
[41] https://www.theguardian.com/world/2021/nov/11/injecting-poison-will-never-make-you-healthy-how-the-wellness-industry-turned-its-back-on-covid-science?CMP=Share_iOSApp_Other
[37] https://news.sky.com/story/from-covid-to-climate-change-how-green-conspiracies-about-celebrities-and-lockdowns-are-spreading-and-could-result-in-real-world-consequences-12465511
[25] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[23] https://www.mprnews.org/story/2021/11/10/covid-doctor-misinformation-minnesota-vadnais-heights
[23] https://denver.cbslocal.com/2021/11/10/misinformation-covid-disbelievers-hospitals-colorado-patients-doctors-murderers-sicker-icu-nurse/
[15] https://www.nytimes.com/2021/11/12/business/media/coronoavirus-misinformation-radio-podcasts.html
[13] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html?__source=sharebar|twitter&par=sharebar
[12] https://news.sky.com/story/covid-19-one-of-uks-longest-suffering-coronavirus-patients-confronted-by-conspiracy-theorist-in-hospital-12464778

Top URLs in Tweet in G3:
[624] https://trib.al/QPqo3NC
[116] https://trib.al/Lcu1naH
[45] https://abcnews.go.com/theview
[42] https://www.newsmax.com/newsfront/google-big-tech-censorship-covid-19/2021/11/10/id/1044182/
[21] https://edition.cnn.com/2021/11/09/media/kaiser-covid-misinformation/index.html
[19] https://trib.al/1Ti5eJy
[15] https://robertpaulreyes.com/twitter-permanently-bans-newsmax-white-house-correspondent-for-tweeting-covid-conspiracy-theories/
[14] https://www.theepochtimes.com/newsmax-reporter-permanently-suspended-from-twitter-for-spreading-covid-19-misinformation_4096496.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[13] https://edition.cnn.com/2021/11/10/media/newsmax-twitter-emerald-robinson-banned/index.html
[9] https://m.tiktok.com/v/7002274482236738821.html?_d=secCgYIASAHKAESPgo8pz%2FTxqa9dSoOojyaFZXL7%2FBzXDTc%2FG7IX3wJhtxzKM6xsW%2F4ABMu%2FF%2BN2K%2BlhzXRWGEMBp2VG6YKF8NTGgA%3D&checksum=4ba11b91e8acdd810d074e7fb29414100a90c244bb2aaab3e96b40db1d9b72da&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAcR8MhVSpjJEmD5OkvwGtklUOqFTnzDfg1UUn54XJydZlvOwN32bhPDA2GL96dIj8&share_app_id=1233&share_item_id=7002274482236738821&share_link_id=BEAD278A-FD07-43BE-A4E7-E04EDE0EAAA8&source=h5_m×tamp=1630378744&tt_from=copy&u_code=dbg40eclkah198&user_id=6808945376549962758&utm_campaign=client_share&utm_medium=ios&utm_source=copy

Top URLs in Tweet in G4:
[75] https://www.tallahassee.com/story/news/local/state/2021/11/10/joseph-ladapo-florida-surgeon-general-medical-license-approved-two-days-ron-desantis-mask-vaccines/6288880001/
[11] https://trib.al/QPqo3NC
[11] https://floridapolitics.com/archives/471780-ucla-sources-joseph-ladapo-did-not-treat-covid-19-patients/
[10] https://www.mediamatters.org/coronavirus-covid-19/pfizer-wants-combat-anti-vaccine-misinformation-pharmaceutical-giant-still
[3] https://trib.al/Lcu1naH
[2] https://www.ibtimes.com/doctor-who-spread-fake-news-about-covid-19-vaccine-dies-virus-3335694
[1] https://twitter.com/thekaylitaylor/status/1458993405590061065
[1] https://www.newshub.co.nz/home/new-zealand/2021/11/sue-grey-a-lawyer-spreading-covid-19-misinformation-now-under-investigation-by-law-society.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://americanindependent.com/covid-misinformation-pandemic-vaccines-right-wing-media-conspiracy-theories/?utm_source=rvm&utm_medium=social&utm_campaign=rva
[1] https://americanindependent.com/covid-misinformation-pandemic-vaccines-right-wing-media-conspiracy-theories/?utm_content=buffer63a7d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[84] https://twitter.com/AyannaPressley/status/1298780540431224832
[48] https://www.dailymail.co.uk/news/article-10186363/Researchers-running-arm-Pfizers-Covid-jab-trials-falsified-data-investigation-claims.html
[31] http://fact-check.org
[31] https://twitter.com/pfizer/status/1458184495530758146
[27] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[13] https://paine.tv/pfizer-ceo-bourla-people-who-spread-misinformation-on-covid-vaccines-are-criminals/
[3] https://anchor.fm/sharylattkisson/episodes/After-Hours-CDC-misinformation-about-COVID-19-vaccines-The-Audiotapes-epkot9
[3] https://twitter.com/RepThomasMassie/status/1458966785349328904
[1] https://twitter.com/zneveri/status/1458892307659436037
[1] https://podcasts.apple.com/us/podcast/radical-transparency-humor-disinformation-poetry-for/id1510840337?i=1000513982682

Top URLs in Tweet in G6:
[83] https://twitter.com/DrEricDing/status/1458455208028262413
[63] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[57] https://twitter.com/ronnyjacksontx/status/1458505341268860930
[38] https://www.foxbusiness.com/healthcare/pfizer-ceo-vaccine-misinformation-criminals
[29] https://apnews.com/article/coronavirus-pandemic-media-misinformation-health-b59e98ca50f37ddeea217903915a53fc
[27] https://americanindependent.com/covid-misinformation-pandemic-vaccines-right-wing-media-conspiracy-theories/?utm_source=rvm&utm_medium=social&utm_campaign=rva
[13] https://www.cnn.com/2021/11/10/media/newsmax-twitter-emerald-robinson-banned/index.html
[10] https://trib.al/QPqo3NC
[10] https://news.yahoo.com/new-poll-shows-americans-who-trust-conservative-media-outlets-more-likely-to-believe-covid-19-misinformation-165727680.html
[10] https://americanindependent.com/covid-misinformation-pandemic-vaccines-right-wing-media-conspiracy-theories/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[359] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[35] https://twitter.com/jordanschachtel/status/1459243457789239300
[20] http://fact-check.org
[20] https://twitter.com/pfizer/status/1458184495530758146
[13] https://www.cnbc.com/amp/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[6] https://www.eventbrite.com/e/conspiracies-of-hate-antisemitism-in-online-anti-vax-discourse-registration-207240962297
[6] https://twitter.com/GetTrollsOut/status/1421086153130848262
[5] https://www.westernjournal.com/pfizer-ceo-means-says-joe-biden-locked-misinformation-criminal/?utm_source=Twitter&utm_medium=westernjournalism&utm_campaign=lminetwork
[4] https://corporate.dukehealth.org/news/children-mild-or-asymptomatic-covid-have-strong-antibodies-months-later
[2] https://twitter.com/AyannaPressley/status/1298780540431224832

Top URLs in Tweet in G8:
[11] https://www.nbcnews.com/tech/tech-news/covid-vaccine-mandates-push-holdouts-get-shot-detox-rcna4859
[11] https://retractionwatch.com/2021/11/02/ivermectin-covid-19-study-retracted-authors-blame-file-mixup/
[11] https://www.theguardian.com/australia-news/2021/sep/25/fraudulent-ivermectin-studies-open-up-new-battleground-between-science-and-misinformation
[10] https://www.dailykos.com/stories/2021/8/5/2044012/-Guns-Fauci-and-COVID-QAnon-Congresswoman-covers-usual-conspiracies-and-more-in-leaked-video
[9] https://www.hhs.gov/about/news/2021/11/09/as-vaccinations-approved-for-children-across-country-us-surgeon-general-releases-new-community-toolkit-for-addressing-health-misinformation.html?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100002665560366&utm_campaign=Short+to+Mid-Term&linkId=100000083095185
[9] https://americasvoice.news/justthenews/newsmax-white-house-correspondent-permanently-suspended-twitter-covid-vaccine/
[8] https://www.factcheck.org/2021/11/scicheck-featured-on-podcast-about-covid-19-misinformation-directed-at-latinos/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=RWJF
[8] https://www.nytimes.com/2021/11/08/world/europe/romania-covid-vaccine-refusal.html?searchResultPosition=2
[5] https://dailysceptic.org/2021/11/08/head-of-nhs-england-caught-out-spreading-misinformation-about-covid-hospital-admissions/
[4] https://globalnews.ca/news/8351684/bc-covid-denier-mak-parhar-dies-coroner-investigating/

Top URLs in Tweet in G9:
[137] https://www.mprnews.org/story/2021/11/10/covid-doctor-misinformation-minnesota-vadnais-heights
[38] https://twitter.com/catrichert/status/1458425379882930178
[37] https://www.webmd.com/lung/news/20211110/americans-duped-by-covid-misinformation
[30] https://www.nejm.org/doi/full/10.1056/NEJMoa2116298?cookieSet=1
[25] https://edition.cnn.com/2021/11/10/media/newsmax-twitter-emerald-robinson-banned/index.html
[14] https://www.reuters.com/business/healthcare-pharmaceuticals/uk-researchers-identify-t-cell-targets-future-covid-vaccines-2021-11-10/
[10] https://respectfulinsolence.com/2021/11/12/dr-ryan-cole-and-mike-adams-fear-mongering-about-cancer-and-covid-19-vaccines/
[9] https://twitter.com/oneunderscore__/status/1459172462088839169
[9] https://www.webmd.com/lung/news/20211110/americans-duped-by-covid-misinformation?ecd=soc_tw_211111_cons_news_coronavirusmisinformation&linkId=100000083468971
[9] https://brownstone.org/articles/20-essential-studies-that-raise-grave-doubts-about-covid-19-vaccine-mandates/

Top URLs in Tweet in G10:
[7] https://www.cnbc.com/2021/11/09/covid-vaccines-pfizer-ceo-says-people-who-spread-misinformation-on-shots-are-criminals.html
[5] https://sedgwickcounty.maps.arcgis.com/apps/dashboards/7b2b4364a5fa4ba3a015d52450acfe0d
[3] http://fact-check.org
[3] https://twitter.com/pfizer/status/1458184495530758146
[2] https://www.mprnews.org/story/2021/11/10/covid-doctor-misinformation-minnesota-vadnais-heights
[2] https://www.mediamatters.org/lachlan-murdoch/new-poll-shows-vicious-cycle-covid-19-misinformation-and-fox-news-part-it
[2] https://www.technologyreview.com/2021/10/05/1036408/silicon-valley-millionaire-steve-kirsch-covid-vaccine-misinformation/
[2] https://fullfact.org/health/graphene-oxide-covid-vaccines/
[1] https://www.reuters.com/article/uk-factcheck-covid-vaccine-ingredients/fact-check-covid-19-vaccines-do-not-contain-the-ingredients-listed-in-these-posts-idUSKBN2AQ2SW
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2116298?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[3009] twitter.com
[2557] cnbc.com
[1600] fact-check.org
[1316] trib.al
[521] co.uk
[420] theguardian.com
[314] cnn.com
[217] mprnews.org
[175] anchor.fm
[164] sky.com

Top Domains in Tweet in G1:
[1557] cnbc.com
[1494] twitter.com
[1489] fact-check.org
[5] cdc.gov
[3] redvoicemedia.com
[2] mskcc.org
[2] newsmax.com
[1] ktvu.com
[1] anchor.fm
[1] theepochtimes.com

Top Domains in Tweet in G2:
[162] theguardian.com
[131] twitter.com
[100] cnn.com
[56] sky.com
[45] com.au
[42] cnbc.com
[36] nytimes.com
[30] cbslocal.com
[29] msn.com
[27] mprnews.org

Top Domains in Tweet in G3:
[785] trib.al
[54] go.com
[44] newsmax.com
[36] cnn.com
[19] theepochtimes.com
[15] robertpaulreyes.com
[12] twitter.com
[9] tiktok.com
[8] yahoo.com
[7] justthenews.com

Top Domains in Tweet in G4:
[75] tallahassee.com
[15] trib.al
[11] floridapolitics.com
[10] mediamatters.org
[2] twitter.com
[2] americanindependent.com
[2] ibtimes.com
[1] co.nz
[1] cnn.com
[1] factcheck.org

Top Domains in Tweet in G5:
[120] twitter.com
[48] co.uk
[31] fact-check.org
[27] cnbc.com
[13] paine.tv
[3] anchor.fm
[1] apple.com
[1] kff.org

Top Domains in Tweet in G6:
[148] twitter.com
[63] cnbc.com
[38] foxbusiness.com
[37] americanindependent.com
[29] apnews.com
[20] trib.al
[19] cnn.com
[12] codastory.com
[10] yahoo.com
[8] msn.com

Top Domains in Tweet in G7:
[372] cnbc.com
[66] twitter.com
[20] fact-check.org
[6] eventbrite.com
[5] westernjournal.com
[4] dukehealth.org
[1] theguardian.com
[1] ourworldindata.org
[1] dailydot.com
[1] pnas.org

Top Domains in Tweet in G8:
[33] twitter.com
[11] nbcnews.com
[11] nytimes.com
[11] retractionwatch.com
[11] theguardian.com
[10] dailykos.com
[9] geneticliteracyproject.org
[9] hhs.gov
[9] factcheck.org
[9] americasvoice.news

Top Domains in Tweet in G9:
[137] mprnews.org
[63] twitter.com
[46] webmd.com
[30] nejm.org
[25] cnn.com
[14] reuters.com
[10] respectfulinsolence.com
[9] brownstone.org
[7] nbcnews.com
[7] trib.al

Top Domains in Tweet in G10:
[7] cnbc.com
[5] arcgis.com
[4] twitter.com
[3] fact-check.org
[2] mprnews.org
[2] mediamatters.org
[2] technologyreview.com
[2] co.uk
[2] fullfact.org
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1638] horsedoctor
[1638] horsepaste
[1044] covid19
[270] covid
[239] getvaccinated
[222] misinformation
[169] originofcovid
[92] cdnpoli
[89] fakenews
[86] scottmoe



Top Hashtags in Tweet in G1:
[1538] horsedoctor
[1538] horsepaste
[6] covid19
[3] covid
[3] covid1984
[3] gqp
[3] gqpdeathcult
[3] gregabbott
[1] tyler

Top Hashtags in Tweet in G2:
[115] covid19
[49] covid
[30] misinformation
[18] vaccine
[14] conspiracy
[14] smartnews
[14] stopasianhate
[13] covidvaccine
[13] genocidegames
[12] getvaccinated

Top Hashtags in Tweet in G3:
[53] covid19
[45] theview
[42] twitter
[28] newsmax
[24] emeraldrobinson
[15] covid
[14] whitehouse
[8] coronavirusfacts
[7] misinformation
[7] justthenews

Top Hashtags in Tweet in G4:
[1] covid19
[1] covid19nz
[1] gopdeathcult

Top Hashtags in Tweet in G5:
[26] horsedoctor
[26] horsepaste

Top Hashtags in Tweet in G6:
[183] getvaccinated
[37] gopdeathcult
[4] mtnews
[2] facebookpapers
[1] covid19
[1] horsedoctor
[1] horsepaste
[1] newsmax

Top Hashtags in Tweet in G7:
[17] covid19
[16] horsedoctor
[16] horsepaste
[11] antivax
[6] antisemitic
[5] pandemic
[5] covid19uk
[5] covid
[5] conspiracy
[5] antivaxxers

Top Hashtags in Tweet in G8:
[41] covid19
[11] twitter
[9] covid
[9] emeraldrobinson
[7] misinformation
[5] science
[4] blacklivesmatter
[4] nickiminaj
[4] maga
[4] alberta

Top Hashtags in Tweet in G9:
[60] misinformation
[15] covid19
[11] covidvaccine
[10] mrna
[7] scienceupfirst
[7] covid
[3] lyme
[2] pfizer
[2] commonthread
[2] disinformation

Top Hashtags in Tweet in G10:
[18] loosewomen
[18] neverforget
[5] ksleg
[1] originofcovid
[1] yodellingyeadon

Top Words
Top Words in Tweet in Entire Graph:
[14296] covid
[8408] misinformation
[8189] pfizer
[5343] conspiracy
[4871] 19
[4825] ceo
[4254] vaccine
[4081] vaccinated
[3523] ivermectin
[3416] people

Top Words in Tweet in G1:
[6083] pfizer
[3102] ceo
[3083] ivermectin
[2981] vaccinated
[1602] covid
[1544] between
[1543] joerogan
[1538] difference
[1538] work
[1538] humans

Top Words in Tweet in G2:
[1279] covid
[725] misinformation
[522] conspiracy
[414] 19
[253] people
[223] vaccine
[223] theories
[203] twitter
[183] newsmax
[172] permanently

Top Words in Tweet in G3:
[1109] covid
[1097] misinformation
[978] 19
[737] vaccines
[717] newsmax
[701] permanently
[695] correspondent
[682] robinson
[681] suspended
[678] posting

Top Words in Tweet in G4:
[639] misinformation
[630] covid
[536] newsmax
[530] 19
[491] twitter
[490] emerald
[489] suspended
[488] correspondent
[444] robinson
[443] posting

Top Words in Tweet in G5:
[890] state
[888] florida
[888] media
[590] covid
[550] misinformation
[529] conspiracy
[450] rate
[446] theory
[445] states
[444] august

Top Words in Tweet in G6:
[567] covid
[302] misinformation
[233] vaccine
[190] newsmax
[183] #getvaccinated
[180] getting
[168] 19
[152] people
[140] anti
[138] against

Top Words in Tweet in G7:
[1064] life
[1029] way
[428] pfizer
[388] ceo
[378] thing
[359] between
[343] very
[343] interesting
[343] quote
[343] sleaze

Top Words in Tweet in G8:
[229] covid
[163] misinformation
[67] twitter
[66] disinformation
[54] conspiracy
[50] 19
[46] vaccines
[44] spreading
[41] twittersafety
[41] #covid19

Top Words in Tweet in G9:
[447] covid
[229] misinformation
[229] 19
[189] vaccines
[169] spread
[160] died
[148] foley
[111] vaccine
[103] doctor
[98] pandemic

Top Words in Tweet in G10:
[93] covid
[38] misinformation
[36] carol
[32] spread
[32] people
[26] disinformation
[21] vaccines
[20] pandemic
[20] down
[20] result

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4799] covid,19
[4242] pfizer,ceo
[2506] conspiracy,theories
[2065] spreading,covid
[1830] covid,vaccinated
[1654] ivermectin,work
[1644] difference,between
[1639] ceo,veterinarian
[1638] emerald,robinson
[1638] between,ivermectin

Top Word Pairs in Tweet in G1:
[3100] pfizer,ceo
[1538] difference,between
[1538] between,ivermectin
[1538] ivermectin,pfizer
[1538] ceo,ivermectin
[1538] ivermectin,work
[1538] work,humans
[1538] humans,animals
[1538] animals,pfizer
[1538] ceo,veterinarian

Top Word Pairs in Tweet in G2:
[406] covid,19
[220] conspiracy,theories
[187] covid,misinformation
[144] wellness,industry
[142] permanently,banned
[142] industry,turned
[142] turned,back
[141] chakras,crystals
[141] crystals,conspiracy
[139] theories,wellness

Top Word Pairs in Tweet in G3:
[977] covid,19
[682] misinformation,covid
[682] 19,vaccines
[676] permanently,suspended
[663] white,house
[663] house,correspondent
[663] emerald,robinson
[650] correspondent,emerald
[650] repeatedly,posting
[649] newsmax,white

Top Word Pairs in Tweet in G4:
[530] covid,19
[488] correspondent,emerald
[484] 19,misinformation
[476] newsmax,correspondent
[443] emerald,robinson
[442] suspended,newsmax
[432] posting,covid
[431] twitter,suspended
[431] robinson,posting
[431] misinformation,suspend

Top Word Pairs in Tweet in G5:
[888] state,media
[446] conspiracy,theory
[444] august,florida
[444] florida,south
[444] south,hit
[444] hit,delta
[444] delta,state
[444] media,seasonality
[444] seasonality,conspiracy
[444] theory,misinformation

Top Word Pairs in Tweet in G6:
[168] covid,19
[128] anti,vaxxers
[125] against,covid
[121] vaxxers,never
[121] never,cease
[121] cease,amuse
[121] amuse,y'all
[121] y'all,dug
[121] dug,walmart
[121] walmart,heels

Top Word Pairs in Tweet in G7:
[1029] way,life
[343] very,interesting
[343] interesting,quote
[343] quote,sleaze
[343] sleaze,bag
[343] bag,ceo
[343] ceo,pfizer
[343] pfizer,today
[343] today,thing
[343] thing,stands

Top Word Pairs in Tweet in G8:
[57] covid,misinformation
[50] covid,19
[21] permanently,suspended
[20] spreading,covid
[18] health,misinformation
[18] spread,misinformation
[17] bigbird,ericarhill
[15] covid,disinformation
[13] conspiracy,theorist
[13] 19,misinformation

Top Word Pairs in Tweet in G9:
[194] covid,19
[104] spread,misinformation
[97] died,covid
[96] 19,pandemic
[78] christopher,foley
[74] doctor,spread
[72] dr,christopher
[72] foley,spread
[68] misinformation,covid
[61] #covid19,vaccines

Top Word Pairs in Tweet in G10:
[20] covid,disinformation
[19] spread,covid
[19] down,seriousness
[19] seriousness,covid
[18] pandemic,carol
[18] carol,carol
[18] carol,mcgiffin
[18] mcgiffin,'i
[18] 'i,used
[18] used,high

Top Replied-To
Top Replied-To in Entire Graph:
@washingtonpost
@mtgreenee
@twittersafety
@exsecular
@piersmorgan
@dgurdasani1
@funder
@potus
@shireenazam

Top Replied-To in G1:
@texastribune
@gregabbott_tx
@theprojectunity
@spotify
@mattgaetz
@repthomasmassie
@rubinreport
@annwithane79
@ward4stp
@shane72576280

Top Replied-To in G2:

Top Replied-To in G3:
@foxnews
@freyas_house
@newsmax
@msnbc
@marshablackburn
@surgeon_general
@maddow
@tuckercarlson
@arcee73
@willyobina

Top Replied-To in G4:
@patm08901
@justinbaragona
@danceiskeyyaho1
@wileyriot
@nowthisnews

Top Replied-To in G5:
@michaelpsenger
@mishafitton
@still_a_nerd
@christinapushaw
@itomosque
@freedommaxima

Top Replied-To in G6:
@yongkhor1
@karinmary1
@resistalert
@nicolas53248277
@antifaoperative
@mollyjongfast
@reneealida
@petemx5
@ciaspygirl
@expatdave34

Top Replied-To in G7:
@piersmorgan
@kraigfyffe
@kierancuddihy
@adtlme
@mikeknox1707
@ohroyalone
@stevechurton
@voteouttrudeau
@yochoa
@anita767thom

Top Replied-To in G8:
@mtgreenee
@twittersafety
@potus
@drericding
@repboebert
@twittersupport
@jessekellydc
@anon_covid
@gillianmckeith
@laurenboebert

Top Replied-To in G9:
@kylegriffin1
@caulfieldtim
@shannonpareil
@eugenesrobinson
@lukewearechange
@angry_staffer
@martina
@kevindeshazo
@oldnormality
@senwarren

Top Replied-To in G10:
@try2golf
@blackmanthinkin
@bogochisaac
@jimeeliberty
@repub2008
@marfprepper7
@gobantwo2
@ragnorakishere
@ogilville1

Top Mentioned
Top Mentioned in Entire Graph:
@joerogan
@fordnation
@jimmy_dore
@instagram
@anacabrera
@presssec
@aaronrodgers12
@surgeon_general
@bjp4india
@rssorg

Top Mentioned in G1:
@joerogan
@gregabbott_tx
@repthomasmassie
@niccibaby57
@tab72266
@mnhealth
@sirisysprime
@e_a_young
@khancock4tx
@itvnews

Top Mentioned in G2:

Top Mentioned in G3:
@surgeon_general
@newsmax
@cnn
@abc
@thereidout
@msnbc
@whitehouse
@theview
@alyssafarah
@foxnews

Top Mentioned in G4:
@slpng_giants_oz
@aaronparnas
@ms_cay_ay
@kalaeveryday
@kassie_of
@hotdiggitydr

Top Mentioned in G5:
@60minutes
@joerogan
@michaelpsenger
@fordnation
@adrianfaiers
@kff

Top Mentioned in G6:
@highbrow_nobrow
@tyanalexa
@aslavitt
@drsiyabmd
@darrellehrlick
@isocockerell
@yongkhor1
@escapefrommaga
@anujsrivas
@shirey_phyllis

Top Mentioned in G7:
@joerogan
@mdi_uk
@unibirmingham
@garbocalling
@william56969829
@piersmorgan
@mikeknox1707
@mcm_ct
@kraigfyffe
@rebelforest1

Top Mentioned in G8:
@twitter
@twittersupport
@twittersafety
@bigbird
@ericarhill
@jack
@oneunderscore__
@cdcdirector
@newsmax

Top Mentioned in G9:
@mprnews
@webmd
@catrichert
@jordan327
@brandyzadrozny
@oneunderscore__
@isdglobal
@businessinsider
@tomcrann
@berkeleyjr

Top Mentioned in G10:
@loosewomen
@mcfunny
@kathmarval
@takethatct
@crabb_vicki
@fillmorewhite
@tony__heller
@andrewlazarus4
@skepticalmutant
@provaxtexan

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@mrdjones
@juanmuriangoski
@filafresh
@threadreaderapp
@rashidaldosari
@dichristine
@pairsonnalites
@atthelp
@souljahsingh

Top Tweeters in G1:
@juanmuriangoski
@phildecarolis
@housecracka
@patriot_girl_tx
@drdaveanddee
@88lamaga
@all435reps
@ladydshops
@frlarousse2
@bikerbd

Top Tweeters in G2:
@pairsonnalites
@andyvermaut
@moonbootica
@quibellpaul
@ginalawriw
@debilu2
@denniskoch10
@z_chrissie
@bmangh
@deesbarbara

Top Tweeters in G3:
@missb62
@rashidaldosari
@mattmurph24
@kat4obama
@ligayaloyola
@b1e56df9ce6549f
@govkhan
@angelakorras
@saifquadri
@jasonlopezii

Top Tweeters in G4:
@kenkircher1
@lechatnoire4
@teram323tere
@cblazblaz
@micjojd
@mstepczyk
@cherokeenative3
@kerirn
@loraanem
@sabulosaa

Top Tweeters in G5:
@madanabhat
@lyndae222
@_yvonneburton
@schwingcat
@blisstabitha
@sustain05
@simplify77
@cherrybaysb
@iutruthtellers
@ajbuck85

Top Tweeters in G6:
@lesleygsmith3
@akuma_river
@theresamax
@unknownneo
@carrybeyond
@hijcp
@metaquest
@lindacollins11
@geegeebythesea
@joekoffee

Top Tweeters in G7:
@souljahsingh
@billm9
@copyofone
@makedni
@madrynha2012
@mainneli_
@gesanda
@uncjay1
@ailsaforshaw
@dorothymontgom4

Top Tweeters in G8:
@threadreaderapp
@inabster
@menabster
@jfsebastian146
@miss_placed_
@askpaypal
@aprylsmithts
@kimpy123
@therealzanetta
@b52malmet

Top Tweeters in G9:
@lavenderblue27
@fleming77
@businessinsider
@rebellegrrl
@janet_yackle
@mobea
@johnnydee62
@gadflyquebec
@kirkmurphy
@mark_kawada

Top Tweeters in G10:
@sandradunn1955
@bruce_arthur
@adevotedyogi
@jagxjr40
@tokyo_tom
@minimoojack
@stillwaters777
@scepticalaussie
@_mamadeb
@mags0611


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