COVID, Twitter, 2/6/2023 9:42:50 AM, 288706
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COVID_2023-02-06_01-30-01.xlsx
COVID_2023-02-06_01-30-01.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2023
Short Description:
COVID via NodeXL https://bit.ly/3l0vNUD
@healthbyjames
@potus
@markhol50469941
@iphonek50066689
@drelidavid
@rwmalonemd
@spartajustice
@catturd2
@joecantoneros
@robertkennedyjr

Top hashtags:
#covid
#atención
#sistemapatria
#carnetdelapatria
#covid19
#childrenoftigray

Description:
Description
The graph represents a network of 6,603 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 09:34 UTC.

The tweets in the network were tweeted over the 1055-day, 8-hour, 33-minute period from Tuesday, 17 March 2020 at 16:26 UTC to Monday, 06 February 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 : 6603
Unique Edges : 3291
Edges With Duplicates : 11216
Total Edges : 14507
Number of Edge Types : 9
Retweet : 3638
MentionsInRetweet : 4089
Mentions : 396
Replies to : 1605
MentionsInReplyTo : 3164
Tweet : 1269
Quote : 173
MentionsInQuoteReply : 120
MentionsInQuote : 53
Self-Loops : 1603
Reciprocated Vertex Pair Ratio : 0.0244794597636466
Reciprocated Edge Ratio : 0.0477890689371052
Connected Components : 1175
Single-Vertex Connected Components : 282
Maximum Vertices in a Connected Component : 3116
Maximum Edges in a Connected Component : 8330
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.064162
Graph Density : 0.000167045144810615
Modularity : 0.509235
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,603 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 09:34 UTC.

The tweets in the network were tweeted over the 1055-day, 8-hour, 33-minute period from Tuesday, 17 March 2020 at 16:26 UTC to Monday, 06 February 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:
[85] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[71] https://t.me/+lbMJm9ONTCdjODQ0
[44] https://t.me/+Xh5-nzkW7lxjYWE8
[26] https://dossier.substack.com/p/new-bill-in-congress-may-finally
[24] https://reliefweb.int/report/ethiopia/ethiopia-education-cluster-quarterly-newsletter-4-jan-2023
[18] https://www.thegatewaypundit.com/2023/02/injuries-covid-19-vaccine-now-publicly-displayed-canada-using-trucks-driving-street-join-campaign/
[16] https://petermcculloughmd.substack.com/p/cdc-reports-hundreds-of-cases-of
[15] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[15] https://t.me/+exLWurp09rM0MThk
[12] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704

Top URLs in Tweet in G1:
[33] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[14] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[12] https://petermcculloughmd.substack.com/p/cdc-reports-hundreds-of-cases-of
[6] https://twitter.com/healthbyjames/status/1622323355641647106/photo/1
[5] https://jamescintolo.substack.com/p/covid-19-vaccine-induced-myocarditis
[4] https://childrenshealthdefense.org/defender/covid-boosters-increase-cancer-young-adults-cola/
[4] https://twitter.com/healthbyjames/status/1622309932551782400/video/1
[3] https://jamescintolo.substack.com/p/never-forget-what-they-did-in-the-df1
[2] https://twitter.com/Xx17965797N/status/1622189703519735808/video/1
[2] https://twitter.com/realJoelFischer/status/1622236126495870979/video/1

Top URLs in Tweet in G2:
[8] https://www.thegatewaypundit.com/2023/02/injuries-covid-19-vaccine-now-publicly-displayed-canada-using-trucks-driving-street-join-campaign/
[7] https://twitter.com/losergfff/status/1621992419590914048
[4] https://www.thegatewaypundit.com/2023/02/angry-dutches-post-notes-every-covid-vaccine-deaths-netherlands-largest-news-agency-video/
[4] https://www.thegatewaypundit.com/2023/02/lawsuit-us-postal-service-accused-sharing-private-data-customers-applying-free-covid-tests-labor-unions/
[4] https://twitter.com/K9FCR/status/1622161609371324417/photo/1
[2] https://www.healtheuropa.com/successful-initial-results-using-cannabis-terpenes-to-treat-covid-19/101986/
[2] https://news.viralhub.quest/china-imposes-lockdowns-as-covid-19-omicron-variant-surges-after-the-holiday/
[2] https://covid.cdc.gov/covid-data-tracker/#datatracker-home
[2] https://www.theage.com.au/national/long-covid-clinics-and-patients-in-limbo-after-federal-funding-expires-20230130-p5cgez.html
[2] https://rumble.com/v28ebp2-doctor-oveta-dies-of-sads-after-approving-and-rushing-covid-shots-for-kids.html

Top URLs in Tweet in G3:
[22] https://dossier.substack.com/p/new-bill-in-congress-may-finally
[7] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704
[7] https://twitter.com/_Janey_J/status/1622346654107029505/photo/1
[5] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[3] https://childrenshealthdefense.org/defender/covid-boosters-increase-cancer-young-adults-cola/
[2] https://petersweden.substack.com/p/covid-conference
[2] https://truth613.substack.com/p/more-children-killed-by-covid-vaccination
[2] https://www.health.nsw.gov.au/Infectious/covid-19/Pages/weekly-reports.aspx
[2] https://childrenshealthdefense.org/defender/bill-gates-profits-biontech-effectiveness-covid-vaccines/
[1] https://twitter.com/SpartaJustice/status/1620160109098979328?s=20&t=2SHVY-YzgmNwb_HUA0AxJQ

Top URLs in Tweet in G4:
[71] https://t.me/+lbMJm9ONTCdjODQ0
[15] https://t.me/+exLWurp09rM0MThk
[8] https://twitter.com/healthbyjames/status/1622260775644536832
[4] https://twitter.com/AnnaApp91838450/status/1622285339535577093/video/1
[3] https://twitter.com/dpl_3/status/1622374122251587590
[2] https://twitter.com/Risemelbourne/status/1622360893253353472/video/1
[2] https://twitter.com/Risemelbourne/status/1622378328874438656/video/1
[2] https://twitter.com/OEFvetted/status/1622304897549930496
[2] https://twitter.com/ericareport/status/1622324022217441281
[2] https://thecommonsensetheory.substack.com/p/covid-has-become-bigger-business?utm_source=twitter&utm_campaign=auto_share&r=1ofqm4

Top URLs in Tweet in G5:
[2] https://twitter.com/0800Cj/status/1622368495496200194
[1] https://twitter.com/gh2022fan/status/1622363440315523074/video/1
[1] https://twitter.com/marubran32/status/1622366838083428352/video/1

Top URLs in Tweet in G6:
[2] https://www.thegatewaypundit.com/2023/02/injuries-covid-19-vaccine-now-publicly-displayed-canada-using-trucks-driving-street-join-campaign/
[2] https://www.gbnews.uk/health/covid-booster-no-thanks-staggering-96-per-cent-of-nhs-appointments-for-mrna-top-up-jab-still-available-with-just-days-of-latest-vaccination-campaign-to-go/436508
[1] https://rumble.com/v28ebp2-doctor-oveta-dies-of-sads-after-approving-and-rushing-covid-shots-for-kids.html
[1] https://twitter.com/i/web/status/1622389455004008448
[1] https://www.americaoutloud.com/father-freedom-fighter-warns-covid-shots-killed-my-son/?utm_source=twitter&utm_medium=website&utm_campaign=SocialSnap
[1] https://twitter.com/leadingreport/status/1622000381415800833
[1] https://jamescintolo.substack.com/p/covid-19-vaccine-induced-myocarditis
[1] https://twitter.com/iChristianNews_/status/1622150898536558592/video/1
[1] https://jamanetwork.com/crawlprevention/governor?content=%2fjournals%2fjamapediatrics%2ffullarticle%2f2800743
[1] https://twitter.com/bhrenton/status/1618102811933446145/photo/1

Top URLs in Tweet in G7:
[3] https://www.theguardian.com/australia-news/2023/feb/03/deaths-from-covid-in-australian-aged-care-pass-5000-after-monthly-fatalities-double-in-january
[2] https://twitter.com/ZNeveri/status/1619112577124143105/video/1
[1] https://twitter.com/DrEliDavid/status/1622290909369962496/photo/1
[1] https://bmjmedicine.bmj.com/content/2/1/e000373
[1] https://twitter.com/DrLoupis/status/1621984060368207878/photo/1
[1] https://thecountersignal.com/covid-deaths-in-canada-almost-doubled-in-2022-with-a-85-vaccinated-population/
[1] https://twitter.com/DrEliDavid/status/1622290909369962496
[1] https://www.youtube.com/watch?v=AtzlvEzTxQM&feature=youtu.be

[1] https://twitter.com/Saltykid41/status/1622345146053320704/photo/1
[1] https://twitter.com/Saltykid41/status/1622345146053320704

Top URLs in Tweet in G8:
[2] https://newsnetwork.mayoclinic.org/discussion/mayo-clinic-experts-debunk-covid-19-vaccine-myths/
[2] https://twitter.com/DuaneCates/status/1622394040149852161/photo/1
[1] https://www.cochrane.org/CD006207/ARI_do-physical-measures-such-hand-washing-or-wearing-masks-stop-or-slow-down-spread-respiratory-viruses
[1] https://twitter.com/FareedZakaria/status/1622310840966828038
[1] https://twitter.com/HumboldtCurtain/status/1622396311889903617/video/1
[1] https://twitter.com/HumboldtCurtain/status/1622395429404172288/video/1
[1] https://twitter.com/catturd2/status/1622318297566822404
[1] https://twitter.com/FareedZakaria/status/1622310840966828038/video/1
[1] https://twitter.com/RabidLlamas/status/1622395272155340800/photo/1
[1] https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm#AgeAndSex

Top URLs in Tweet in G9:
[6] https://twitter.com/Project_Veritas/status/1621274788734943233/video/1
[4] https://twitter.com/HugonetX/status/1622398405329801216/photo/1
[2] https://twitter.com/HugonetX/status/1622398400565051394/photo/1
[2] https://www.youtube.com/watch?v=MRPS8YuntJQ&feature=youtu.be

[1] https://twitter.com/Project_Veritas/status/1620193873875320834/photo/1
[1] https://twitter.com/Project_Veritas/status/1618405890612420609/video/1
[1] https://twitter.com/Project_Veritas/status/1620249037072125954/video/1
[1] https://www.healthline.com/health-news/covid-19-alzheimers-disease-and-memory-loss-what-we-know
[1] https://twitter.com/PeteUK7/status/1621695689485860864
[1] https://archive.ph/I8PGm#selection-291.0-765.261

Top URLs in Tweet in G10:
[5] https://www.axios.com/2023/02/05/california-schools-covid-vaccine-mandate?utm_content=politics&utm_medium=social&utm_campaign=editorial&utm_source=twitter
[4] https://twitter.com/project56059/status/1622397187765174275/photo/1
[3] https://twitter.com/project56059/status/1622395562145333248/photo/1
[3] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704
[2] https://www.theguardian.com/world/2023/jan/29/covid-absence-workforce-health-long-covid
[1] https://twitter.com/RonFilipkowski/status/1622298436618821632/photo/1
[1] https://twitter.com/RonFilipkowski/status/1622321206278979584/photo/1
[1] https://twitter.com/RonFilipkowski/status/1622396976762437633/photo/1
[1] https://truthout.org/articles/6-7-million-children-could-lose-health-coverage-as-covid-protections-expire/
[1] https://twitter.com/potus/status/1622339284958076929

Top Domains
Top Domains in Tweet in Entire Graph:
[1055] twitter.com
[135] t.me
[120] substack.com
[94] eutimes.net
[51] thegatewaypundit.com
[29] msn.com
[29] childrenshealthdefense.org
[28] youtube.com
[26] rumble.com
[24] reliefweb.int

Top Domains in Tweet in G1:
[52] twitter.com
[43] substack.com
[33] eutimes.net
[4] childrenshealthdefense.org
[2] rumble.com
[1] beckernews.com
[1] kktv.com
[1] dailysceptic.org
[1] gbnews.uk
[1] phmpt.org

Top Domains in Tweet in G2:
[62] twitter.com
[18] thegatewaypundit.com
[6] substack.com
[6] msn.com
[4] gettr.com
[4] reddit.com
[4] medscape.com
[3] japalpilpa.com
[3] youtube.com
[3] com.au

Top Domains in Tweet in G3:
[28] substack.com
[27] twitter.com
[7] wsj.com
[6] childrenshealthdefense.org
[5] eutimes.net
[2] theepochtimes.com
[2] rumble.com
[2] gov.au
[1] expose-news.com
[1] lww.com

Top Domains in Tweet in G4:
[86] t.me
[34] twitter.com
[2] substack.com
[2] eutimes.net
[1] gellerreport.com
[1] co.uk
[1] thecountersignal.com
[1] washingtonexaminer.com

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

Top Domains in Tweet in G6:
[5] twitter.com
[2] thegatewaypundit.com
[2] gbnews.uk
[1] rumble.com
[1] americaoutloud.com
[1] substack.com
[1] jamanetwork.com
[1] cdc.gov
[1] nationalpost.com
[1] eutimes.net

Top Domains in Tweet in G7:
[7] twitter.com
[3] theguardian.com
[1] bmj.com
[1] thecountersignal.com
[1] youtube.com

Top Domains in Tweet in G8:
[9] twitter.com
[2] mayoclinic.org
[2] brownstone.org
[1] cochrane.org
[1] cdc.gov
[1] survivethenews.com
[1] theatlantic.com

Top Domains in Tweet in G9:
[26] twitter.com
[7] youtube.com
[1] healthline.com
[1] archive.ph
[1] edu.au
[1] euronews.com
[1] zerohedge.com
[1] forbes.com
[1] thecollegefix.com
[1] montrealgazette.com

Top Domains in Tweet in G10:
[18] twitter.com
[6] axios.com
[3] wsj.com
[2] theguardian.com
[1] truthout.org
[1] conservativebrief.com
[1] apnews.com
[1] europepmc.org
[1] sciencedirect.com
[1] self.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] covid
[46] atención
[46] sistemapatria
[46] carnetdelapatria
[32] covid19
[29] childrenoftigray
[22] ukraine
[20] fauciliedmillionsdied
[19] longcovid
[17] 44961



Top Hashtags in Tweet in G1:
[7] truth
[1] vitamind
[1] covid
[1] health

Top Hashtags in Tweet in G2:
[14] covid
[6] infirmière
[4] covid19
[3] japalpilpa
[2] ag7
[2] cannabis
[2] ayokitavaksin
[2] ayovaksìncovid19
[2] vaksìnbooster
[2] vaksìncovid19

Top Hashtags in Tweet in G3:
[5] covid
[2] georgewebb
[2] rwmalonemd
[2] darpa
[2] malone
[2] dtra
[2] robertmalone
[2] dod
[1] pfertility
[1] controlledopposition

Top Hashtags in Tweet in G4:
[18] ukraine
[3] california
[3] covid
[1] winning

Top Hashtags in Tweet in G5:
[1] granhermano2022
[1] gh20222
[1] granhermano2023
[1] granhermanoar
[1] gh2023

Top Hashtags in Tweet in G6:
[3] fauci
[3] covid
[3] vaccines
[2] stop
[2] getloudamerica
[1] genocide
[1] rt
[1] vaccinesideeffects
[1] vaccinedeath
[1] covid19

Top Hashtags in Tweet in G7:
[1] clotshot

Top Hashtags in Tweet in G8:
[2] usps
[1] ukraine

Top Hashtags in Tweet in G9:
[6] pfertility
[4] directedevolution
[2] covid19
[2] pfizer
[1] wearadamnmask
[1] ukraine
[1] enfants
[1] ecole
[1] bn
[1] ch11

Top Hashtags in Tweet in G10:
[2] bringbackmasks
[2] covid19
[2] healthcare
[1] peopleoverpolitics
[1] covidisntover
[1] fjb
[1] medicareforall

Top Words
Top Words in Tweet in Entire Graph:
[5502] covid
[1518] 19
[1008] vaccine
[639] people
[512] more
[473] healthbyjames
[463] vaccines
[446] breaking
[277] trump
[267] mrna

Top Words in Tweet in G1:
[438] covid
[373] healthbyjames
[225] 19
[222] vaccine
[217] breaking
[115] people
[108] doctors
[83] cdc
[73] refuse
[62] mrna

Top Words in Tweet in G2:
[263] covid
[63] 19
[18] vaccine
[17] more
[14] people
[14] test
[14] over
[14] #covid
[13] long
[13] still

Top Words in Tweet in G3:
[207] covid
[77] vaccine
[76] finally
[73] vaccines
[62] mrna
[57] petersweden7
[56] draseemmalhotra
[47] something
[46] rwmalonemd
[45] truth

Top Words in Tweet in G4:
[330] covid
[231] 19
[160] taking
[157] without
[153] vaccine
[142] send
[142] qr
[90] vaccines
[86] digital
[72] card

Top Words in Tweet in G5:
[132] covid
[131] julieta
[130] personas
[128] clandestinas
[128] 500
[128] fiestas
[126] peor
[126] mientras
[126] hacía
[126] novio

Top Words in Tweet in G6:
[128] covid
[75] stkirsch
[72] died
[71] shots
[70] kids
[69] months
[69] available
[68] video
[68] ago
[68] dies

Top Words in Tweet in G7:
[238] covid
[80] myocarditis
[75] drelidavid
[71] more
[70] vax
[69] vaccine
[69] vs
[67] shows
[67] paper
[67] itself

Top Words in Tweet in G8:
[98] covid
[72] catturd2
[54] cult
[53] wrong
[53] everything
[17] contrary
[15] mask
[14] never
[14] reason
[14] mandates

Top Words in Tweet in G9:
[104] covid
[38] pfizer
[35] 19
[27] breaking
[26] something
[23] over
[21] long
[17] reproductive
[17] project_veritas
[16] women's

Top Words in Tweet in G10:
[78] covid
[43] potus
[35] trump
[16] tested
[13] people
[13] vaccine
[13] help
[12] ronfilipkowski
[12] both
[12] victorshi2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1496] covid,19
[305] covid,vaccine
[244] healthbyjames,breaking
[205] without,taking
[203] 19,vaccine
[188] taking,vaccine
[179] 19,vaccines
[154] hid,fact
[128] fiestas,clandestinas
[128] 500,personas

Top Word Pairs in Tweet in G1:
[223] covid,19
[199] healthbyjames,breaking
[83] 19,vaccine
[64] breaking,cdc
[58] covid,vaccine
[54] codes,doctors
[52] people,refuse
[47] doctors,researchers
[47] breaking,japanese
[47] lawsuit,against

Top Word Pairs in Tweet in G2:
[63] covid,19
[11] covid,vaccine
[9] bill,gates
[8] long,covid
[8] covid,test
[7] during,covid
[7] 19,vaccine
[7] pandemia,covid
[5] martha,stewart
[5] really,really

Top Word Pairs in Tweet in G3:
[46] mrna,vaccines
[45] covid,mrna
[44] left,truth
[44] penetrate,left
[44] something,very
[44] very,impactful
[44] finally,penetrate
[44] vaccines,something
[44] truth,covid
[44] time,finally

Top Word Pairs in Tweet in G4:
[231] covid,19
[157] without,taking
[142] taking,vaccine
[86] 19,vaccines
[71] card,without
[71] scan,covid
[71] digital,qr
[71] qr,scan
[71] certificate,paper
[71] thecovid19agenda,gmail

Top Word Pairs in Tweet in G5:
[128] 500,personas
[128] fiestas,clandestinas
[127] covid,julieta
[126] hacía,fiestas
[126] morían,covid
[126] personas,peor
[126] mientras,morían
[126] novio,500
[126] julieta,hacía
[126] clandestinas,novio

Top Word Pairs in Tweet in G6:
[70] covid,shots
[68] sads,approving
[68] shots,kids
[68] oveta,dies
[68] kids,video
[68] approving,rushing
[68] months,ago
[68] video,available
[68] rushing,covid
[68] died,months

Top Word Pairs in Tweet in G7:
[67] covid,itself
[67] vs,covid
[66] 530,vs
[66] vax,530
[66] covid,vaccine
[65] published,bmj
[65] bmj,shows
[65] itself,vax
[65] shows,covid
[65] more,myocarditis

Top Word Pairs in Tweet in G8:
[54] covid,cult
[54] catturd2,covid
[53] cult,wrong
[53] wrong,everything
[13] authoritarians',claims
[13] never,reason
[13] mask,mandates
[13] coercive,mask
[13] reason,support
[13] mandates,contrary

Top Word Pairs in Tweet in G9:
[35] covid,19
[25] breaking,pfizer
[20] long,covid
[16] concerned,over
[16] pfizer,director
[16] director,concerned
[16] over,women's
[16] women's,reproductive
[13] project_veritas,breaking
[12] something,irregular

Top Word Pairs in Tweet in G10:
[11] trump,meadows
[11] concealed,fact
[11] debate,prep
[11] fact,trump
[11] both,trump
[11] christie,volunteered
[11] trump,debate
[11] help,trump
[11] prep,both
[11] meadows,concealed

Top Replied-To
Top Replied-To in Entire Graph:
@bohemianatmosp1
@healthbyjames
@grantcardone
@madsmelbourne
@potus
@oefvetted
@losergfff
@rycunni
@petersweden7
@catturd2

Top Replied-To in G1:
@healthbyjames
@ryanredmond87
@jcwiggins
@chrispmihaela
@tinpotpourri
@olliesax
@badmedicaltakes
@teresah112
@shamira1925
@soyalbertoseve

Top Replied-To in G3:
@petersweden7
@elonmusk
@draseemmalhotra
@healthbyjames
@rgatijnet
@rubrogram
@disclosetv
@cb_doge
@delilah15707758
@gillianjenkthom

Top Replied-To in G4:
@bohemianatmosp1
@oefvetted
@rycunni
@dpl_3
@ericareport
@goodfoodgal
@marywheeler14
@uswoods
@proudkyamerican
@skippityc

Top Replied-To in G5:
@profetaargen

Top Replied-To in G6:
@stkirsch
@oefvetted
@healthbyjames
@babydoll921961
@imdrped
@alfonsoalmond

Top Replied-To in G7:
@drloupis
@drelidavid
@saltykid41
@allbitenobark88
@sv_constitution
@entangledweb
@david_broadley
@cavfilr
@saintwolfgang94
@ninjagirlphd

Top Replied-To in G8:
@catturd2
@youcantoffenddd
@billwf9
@rabidllamas
@rycostello22
@flight1919
@elonmusk
@killarneydreams
@delayvanart
@braden_4198

Top Replied-To in G9:
@beattrice_
@girlwriteswhat
@ampincivero
@riffralphy
@matsutendai
@lylesanford
@scottadamssays
@skillmare
@project_veritas
@jacksoninoc949

Top Replied-To in G10:
@potus
@victorshi2020
@ronfilipkowski
@repjamesclyburn
@conservbrief
@umisef
@jbrownjetmech1
@brookmyer
@thereturnofz
@frumiousjubjub

Top Mentioned
Top Mentioned in Entire Graph:
@healthbyjames
@0800cj
@lindyli
@drelidavid
@stkirsch
@catturd2
@drsimonegold
@draseemmalhotra
@oikawa_yukihisa
@johnstossel

Top Mentioned in G1:
@healthbyjames
@mikedonio
@rikironjaw
@mikeska
@jerzeegirl4eve1
@funkytown_01
@realandyleeshow
@eekymom
@aponilolay80
@philipg141

Top Mentioned in G2:
@natsumelauren
@lesinfirmieres1
@sm97536886david
@truthseeker____
@freeslfhelp
@bancomundialmx
@donaldrusso994
@9multiplied
@202_762_1069
@owusubaaba

Top Mentioned in G3:
@draseemmalhotra
@petersweden7
@rwmalonemd
@spartajustice
@healthbyjames
@_janey_j
@cartlanddavid
@retsefl
@elonmusk

Top Mentioned in G4:
@bohemianatmosp1
@fishing_huuker
@oefvetted
@dpl_3
@rycunni
@goodfoodgal
@ericareport
@maldondonmal
@healthbyjames
@fight_lies

Top Mentioned in G5:
@0800cj
@marubran32
@chinokiii

Top Mentioned in G6:
@stkirsch
@leadingreport
@healthbyjames
@fjb4587
@annamericafirst
@truthforhealth
@petersweden7
@ichristiannews_
@averros271828
@gloriajh

Top Mentioned in G7:
@drelidavid
@kimdotcom
@drloupis
@allbitenobark88
@saltykid41
@healthbyjames
@ninjagirlphd
@afshineemrani
@amitavb1
@aghuff

Top Mentioned in G8:
@catturd2
@mzhemingway
@cnn
@stevephillipsmd
@lhsummers
@marksnowden108
@emiliallure
@brownstoneinst
@healthbyjames
@naturallyftw

Top Mentioned in G9:
@pfizer
@project_veritas
@youtube
@enemyinastate
@scottadamssays
@tigresseleanor
@antonio_caramia
@dgurdasani1
@longcovidkids
@marcusfitzsimon

Top Mentioned in G10:
@potus
@ronfilipkowski
@victorshi2020
@walkerbragman
@itguy1959
@axios
@dec0l0nize
@peterlmunster1
@ogblondeinbklyn
@mefbama

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@kompascom
@gambiste1
@areaeditorial
@lizditz
@vtvcanal8
@drocktrot
@lyndae222
@evankirstel
@tsrha_kw

Top Tweeters in G1:
@cannoneerfour
@reallordrebel
@tnakom
@frank29650703
@cat3183
@rookieuserim
@lisavcapatriot
@quintongodsell
@scgarcin
@raider_los

Top Tweeters in G2:
@kompascom
@areaeditorial
@thedextazlab
@mvsnoticias
@danspena
@8000yo
@diariocoahuila
@vilpetrus
@omahagemgirl
@hategop

Top Tweeters in G3:
@porcinettelouis
@awayfromthekeys
@cernovich
@haleywofford1
@georgiotesta
@libertytrader17
@bingosmurf
@junlper
@rosierebekaha
@vcdxnz001

Top Tweeters in G4:
@vebo1991
@annaapp91838450
@wstrohmacher
@atx_patriot
@curtishebert
@debraclinton
@sheilagunnreid
@ezralevant
@larrywoolfolk2
@stillherechris

Top Tweeters in G5:
@wantopjm
@salmirosas
@brightjaemin
@profetaargen
@labetudelapipol
@yami_y22
@vallejosdanny
@ariisteinnekker
@rubnalexis
@charmerlk_

Top Tweeters in G6:
@mjgranger1
@brenner_colleen
@khenry657
@cdekeane
@fleshnchrome
@jimiare
@malcolmoutloud
@huntress2012
@annamericafirst
@liberallies1984

Top Tweeters in G7:
@pimpernell13
@cara_txzeal
@gusmac2
@stoicskeptical
@jucanor
@blilabuggurl
@scoutdrayton
@maximus1933
@nwteel
@mrajjesus

Top Tweeters in G8:
@cnn
@clantro
@klralms
@myjourneymyself
@mg81992
@mzhemingway
@kkay0529
@davidby67496669
@brizo52
@cubsfuture2

Top Tweeters in G9:
@maegan_laporte
@marcusfitzsimon
@hwfranzjr
@kateemerson88
@ampincivero
@michaelmalice
@anabl18
@scottadamssays
@coachcamxxx
@davehill_56

Top Tweeters in G10:
@guardian
@mefbama
@lorac328
@nbcnews
@ap
@joyreaper
@katsimkhovitch
@ser1897
@ravelesm
@americanheart5


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