Remdesivir, Twitter, 9/19/2021 6:24:59 AM, 262384


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Remdesivir_2021-09-18_22-01-22.xlsx
Remdesivir_2021-09-18_22-01-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 19, 2021
Short Description:
Remdesivir via NodeXL https://bit.ly/3lCaBRt
@rwmalonemd
@repthomasmassie
@viruswar
@viejomiguelito1
@seivwrighttrudy
@tomthunkitsmind
@covid19crusher
@chrismartenson
@erin_bsn
@conotollanero

Top hashtags:
#remdesivir
#gilead
#medicosviadm
#righttotry
#pharmageddon

Description:
Description
The graph represents a network of 16,844 Twitter users whose recent tweets contained "Remdesivir", 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 Sunday, 19 September 2021 at 05:56 UTC.

The tweets in the network were tweeted over the 3-day, 12-hour, 32-minute period from Wednesday, 15 September 2021 at 16:25 UTC to Sunday, 19 September 2021 at 04:57 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 : 16844
Unique Edges : 22779
Edges With Duplicates : 3219
Total Edges : 25998
Number of Edge Types : 5
Retweet : 14666
Tweet : 1378
Replies to : 2940
Mentions : 3545
MentionsInRetweet : 3469
Self-Loops : 1443
Reciprocated Vertex Pair Ratio : 0.0065984967662996
Reciprocated Edge Ratio : 0.0131104840460169
Connected Components : 1127
Single-Vertex Connected Components : 480
Maximum Vertices in a Connected Component : 13847
Maximum Edges in a Connected Component : 22611
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.036772
Graph Density : 8.11939248178165E-05
Modularity : 0.780978
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 16,844 Twitter users whose recent tweets contained "Remdesivir", 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 Sunday, 19 September 2021 at 05:56 UTC.

The tweets in the network were tweeted over the 3-day, 12-hour, 32-minute period from Wednesday, 15 September 2021 at 16:25 UTC to Sunday, 19 September 2021 at 04:57 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 : Remdesivir
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:
[2940] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[925] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[892] https://ec.europa.eu/health/documents/community-register/html/h1459.htm
[286] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[252] https://www.sciencedirect.com/science/article/pii/S1473309921004850
[162] https://twitter.com/aapsonline/status/1438198109654319104
[123] https://rumble.com/vmjvo7-dpeuplement-la-fda-savait-lavance-pour-les-effets-secondaires.html
[88] https://twitter.com/patrick_edery/status/1438092373318377476
[83] https://twitter.com/MaxDelvallee/status/1438880951451492354
[78] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext%3Ffbclid%3DIwAR3ztPSX9zIt35APTQjxu5EY07418TwTkz_pApLdpHs6Xgjr0UDS5aRMXNo&rc=0

Top URLs in Tweet in G1:
[1905] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[6] https://www.lifesitenews.com/news/georgia-hospital-refuses-to-honor-requests-from-couple-gravely-suffering-from-covid-to-be-treated-with-successful-alternative-treatments/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[4] https://abcnews.go.com/US/covid-19-drug-remdesivir-cost-3120-us-patients/story?id=71509977
[3] https://www.bitchute.com/video/IC2LQQpieYl6/
[3] https://twitter.com/rwmalonemd/status/1438758284207525891
[3] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[3] https://odysee.com/@shortXXvids:e/CA--63---Mechanism-of-toxic-death-from-Remdesivir---Drs.--Wodarg---Ardis:4?r=8WbC57z5HFN9m8cuhY31p6wv6bHj575h&sunset=lbrytv
[2] https://twitter.com/cmichaelgibson/status/1438885495841382404
[2] https://rumble.com/vloe0w-dr.-bryan-ardis-grand-rapids-mi-reawaken-america-tour.html

Top URLs in Tweet in G2:
[875] https://ec.europa.eu/health/documents/community-register/html/h1459.htm
[198] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[159] https://twitter.com/aapsonline/status/1438198109654319104
[118] https://rumble.com/vmjvo7-dpeuplement-la-fda-savait-lavance-pour-les-effets-secondaires.html
[88] https://twitter.com/patrick_edery/status/1438092373318377476
[83] https://twitter.com/MaxDelvallee/status/1438880951451492354
[77] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext%3Ffbclid%3DIwAR3ztPSX9zIt35APTQjxu5EY07418TwTkz_pApLdpHs6Xgjr0UDS5aRMXNo&rc=0
[45] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[44] https://twitter.com/peterhorby/status/1438748361276936196
[39] https://rumble.com/vmjkjx-dpeuplement-la-fda-savait-lavance-pour-les-effets-secondaires.html?mref=o7k29&mc=mdp8s

Top URLs in Tweet in G3:
[180] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[82] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[40] https://twitter.com/cmichaelgibson/status/1438885495841382404
[18] https://twitter.com/repthomasmassie/status/1439225659738447874
[11] https://vlipsy.com/vlip/the-hangover-we-fucked-up-W89xs8FM
[11] https://slate.com/news-and-politics/2021/08/rand-paul-wife-investment-stocks-gilead-remdesivir.html
[8] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[8] https://twitter.com/RepThomasMassie/status/1439225659738447874
[7] https://twitter.com/seivwrighttrudy/status/1438098445638713347
[6] https://www.sciencedirect.com/science/article/pii/S1473309921004850

Top URLs in Tweet in G4:
[2] https://www.usatoday.com/story/news/factcheck/2020/05/14/fact-check-anthony-fauci-bill-gates-wont-profit-remdesivir/3120063001/
[1] https://twitter.com/repthomasmassie/status/1439225659738447874
[1] https://www.vanityfair.com/news/2021/08/rand-paul-wife-gilead-remdesivir-stock
[1] https://www.thedrardisshow.com/?_kx=QU-gvbYCPLWmvVf543G2DjNpVBo1k6JPeo4NIPkXqUFkZsVTsahPytHivMIvD1PQ.SwvL6p
[1] https://journals.asm.org/doi/10.1128/AAC.01117-21?cookieSet=1
[1] https://www.fda.gov/media/137574/download#:~:text=On%20October%2022%2C%202020%2C%20FDA,of%20COVID%2D19%20requiring%20hospitalization
[1] https://www.usatoday.com/story/money/2020/10/03/trump-walter-reed-treatment-president-regeneron-gilead-remdesivir/3610111001/

Top URLs in Tweet in G5:
[1] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/

Top URLs in Tweet in G6:
[149] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[18] https://twitter.com/Covid19Critical/status/1437060748828717062
[15] https://twitter.com/FrankPloegman/status/1438097457133543428
[12] https://twitter.com/drbeen_medical/status/1438667967101763585
[11] https://www.sciencedirect.com/science/article/pii/S1473309921004850
[11] https://twitter.com/cmichaelgibson/status/1438885495841382404
[10] https://twitter.com/RealCandaceO/status/1438677976158244872
[9] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[9] https://pubmed.ncbi.nlm.nih.gov/33340409/
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0

Top URLs in Tweet in G7:
[184] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[64] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[38] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[24] https://twitter.com/covid19crusher/status/1438060932106756096
[22] https://twitter.com/marybethpf/status/1439029425681702914
[18] https://drstevenhatfill.com/open-letter-to-america/
[18] https://twitter.com/dr_eeks/status/1438853081018535936
[16] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900559-4%2Ffulltext&rc=0
[15] https://twitter.com/SeivwrightTrudy/status/1437388936825946115
[12] https://www.sciencedirect.com/science/article/pii/S1473309921004850

Top URLs in Tweet in G8:
[53] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[17] https://www.bitchute.com/video/Pz0SBTvKrDrV/
[13] https://www.bitchute.com/video/Pz0SBTvKrDrV/?fbclid=IwAR0radf45XChmdtPCpmosKfIWLBh3NWW0p7x9-9XtoN639K83bdXOg6auf0
[12] https://twitter.com/seivwrighttrudy/status/1438098445638713347
[5] https://pubmed.ncbi.nlm.nih.gov/33340409/
[4] https://twitter.com/MissySpr/status/1437797393899171847
[3] https://www.sciencedirect.com/science/article/pii/S1473309921004850
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[2] https://twitter.com/cmichaelgibson/status/1438885495841382404
[2] https://twitter.com/dr_eeks/status/1438853081018535936

Top URLs in Tweet in G9:
[274] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[19] https://twitter.com/kksheld/status/1438171380034514954
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[12] https://www.sciencedirect.com/science/article/pii/S1473309921004850
[10] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[5] https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.2145?cookieSet=1
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900559-4%2Ffulltext&rc=0
[4] https://www.thegatewaypundit.com/2021/09/huge-uttar-pradesh-india-announces-state-covid-19-free-proving-effectiveness-deworming-drug-ivermectin/
[3] https://www.youtube.com/watch?v=QAHi3lX3oGM&feature=youtu.be

[3] https://twitter.com/cmichaelgibson/status/1438885495841382404

Top URLs in Tweet in G10:
[116] https://www.sciencedirect.com/science/article/pii/S1473309921004850
[75] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[28] https://twitter.com/Covid19Crusher/status/1438393827803508738
[13] https://www.youtube.com/watch?v=_blbVs8eBUk&feature=youtu.be

[11] https://twitter.com/Covid19Crusher/status/1438060932106756096
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900485-0%2Ffulltext&rc=0
[8] https://ec.europa.eu/health/documents/community-register/html/h1459.htm
[6] https://cima.aemps.es/cima/dochtml/ft/1201459001/FT_1201459001.html
[6] https://www.youtube.com/watch?v=XVdISqFzX6Q&feature=youtu.be

[5] https://twitter.com/cmichaelgibson/status/1438885495841382404

Top Domains
Top Domains in Tweet in Entire Graph:
[2946] trialsitenews.com
[1705] twitter.com
[1073] elsevierhealth.com
[895] europa.eu
[340] youtube.com
[291] rumble.com
[260] sciencedirect.com
[173] bitchute.com
[74] asm.org
[70] nih.gov

Top Domains in Tweet in G1:
[1905] trialsitenews.com
[17] twitter.com
[6] lifesitenews.com
[6] bitchute.com
[4] elsevierhealth.com
[4] go.com
[4] odysee.com
[3] theatlantic.com
[2] youtube.com
[2] rumble.com

Top Domains in Tweet in G2:
[875] europa.eu
[533] twitter.com
[275] elsevierhealth.com
[165] rumble.com
[45] trialsitenews.com
[30] sciencedirect.com
[13] france-assos-sante.org
[6] nih.gov
[6] association-victimes-coronavirus-france.org
[4] youtube.com

Top Domains in Tweet in G3:
[181] trialsitenews.com
[101] twitter.com
[83] elsevierhealth.com
[11] vlipsy.com
[11] slate.com
[8] youtube.com
[6] sciencedirect.com
[5] wcnc.com
[3] bitchute.com
[3] go.com

Top Domains in Tweet in G4:
[3] usatoday.com
[1] twitter.com
[1] vanityfair.com
[1] thedrardisshow.com
[1] asm.org
[1] fda.gov

Top Domains in Tweet in G5:
[1] trialsitenews.com

Top Domains in Tweet in G6:
[149] trialsitenews.com
[93] twitter.com
[12] youtube.com
[11] sciencedirect.com
[9] nih.gov
[7] elsevierhealth.com
[5] ehealthme.com
[4] jamanetwork.com
[4] fda.gov
[3] ivmmeta.com

Top Domains in Tweet in G7:
[185] youtube.com
[146] twitter.com
[64] trialsitenews.com
[55] elsevierhealth.com
[18] drstevenhatfill.com
[12] sciencedirect.com
[9] gov.uk
[9] rumble.com
[8] net.au
[6] archive.is

Top Domains in Tweet in G8:
[53] trialsitenews.com
[32] bitchute.com
[25] twitter.com
[8] nih.gov
[4] elsevierhealth.com
[3] sciencedirect.com
[2] youtube.com
[2] cnbc.com
[2] rumble.com
[2] facebook.com

Top Domains in Tweet in G9:
[274] trialsitenews.com
[41] twitter.com
[21] elsevierhealth.com
[13] youtube.com
[12] sciencedirect.com
[5] wiley.com
[4] thegatewaypundit.com
[3] forbes.com
[3] bitchute.com
[3] rumble.com

Top Domains in Tweet in G10:
[116] sciencedirect.com
[75] trialsitenews.com
[65] twitter.com
[21] youtube.com
[10] elsevierhealth.com
[8] europa.eu
[6] aemps.es
[4] thehill.com
[3] com.mx
[2] rumble.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1846] remdesivir
[948] gilead
[739] medicosviadm
[607] righttotry
[287] pharmageddon
[245] covid19
[244] remdesivirgate
[88] vaccins
[82] nocorruptmed
[82] lancetgate



Top Hashtags in Tweet in G1:
[3] remdesivir
[2] pharmageddon
[2] coviddeathjab
[2] righttotry
[2] fauciliedmillionsdied
[1] remdesivirgate
[1] feloniousfauci

Top Hashtags in Tweet in G2:
[1393] remdesivir
[914] gilead
[241] remdesivirgate
[88] vaccins
[82] nocorruptmed
[82] lancetgate
[25] raoult
[15] cobayes
[9] covid_19
[8] passsanitaire

Top Hashtags in Tweet in G3:
[46] remdesivir
[31] covid19
[10] pharmageddon
[6] challenging
[3] righttotry
[3] who
[2] gilead
[1] results
[1] inserm
[1] duration

Top Hashtags in Tweet in G4:
[2] teamvaccine
[1] remdesivir

Top Hashtags in Tweet in G5:
[739] medicosviadm
[21] losientoperonolescreo
[6] caracas

Top Hashtags in Tweet in G6:
[26] righttotry
[24] ivermectin
[9] covid19
[9] remdesivir
[8] hydroxychloroquine
[8] cdnpoli
[8] bcpoli
[6] remdisivir
[5] pharmageddon
[3] fauci

Top Hashtags in Tweet in G7:
[19] remdesivir
[7] pharmageddon
[6] righttotry
[4] ikweiger
[3] covid19
[2] gilead
[2] ivermectin
[2] remdeathivir
[2] auspol2021
[2] crimesagainsthumanity

Top Hashtags in Tweet in G8:
[490] righttotry
[1] bigpharma
[1] pfizermectin
[1] pharmageddon
[1] wakeup
[1] earlytreatment
[1] ivermectin
[1] theylied
[1] covid_19
[1] governordeathsentence

Top Hashtags in Tweet in G9:
[32] righttotry
[7] remdesivir
[7] pharmageddon
[4] fda
[4] covid19
[2] cdc
[2] biotech
[2] prepact
[1] fdaapproved
[1] ivermectin

Top Hashtags in Tweet in G10:
[16] righttotry
[14] remdesivir
[7] gilead
[1] pharmageddon
[1] grapheneoxide
[1] kills
[1] masksdonotwork
[1] hydroxychloroquine
[1] antibodytreatment
[1] ivermectin

Top Words
Top Words in Tweet in Entire Graph:
[17400] remdesivir
[7277] covid
[3730] benefit
[3646] clinical
[3425] 19
[3032] regeneron
[2744] licensed
[2410] ivermectin
[2231] hospital
[2114] price

Top Words in Tweet in G1:
[2109] remdesivir
[1950] covid
[1918] 19
[1913] benefit
[1907] clinical
[1905] licensed
[114] rwmalonemd
[102] know
[89] ivermectin
[51] patented

Top Words in Tweet in G2:
[1393] #remdesivir
[1168] par
[914] #gilead
[895] 2021
[887] poison
[887] européenne
[886] 24
[886] commission
[886] l'ema
[879] amm

Top Words in Tweet in G3:
[1945] regeneron
[1882] price
[1633] remdesivir
[988] cost
[941] politicians
[937] comparable
[937] policy
[937] makers
[936] complaining
[410] covid

Top Words in Tweet in G4:
[1438] same
[1214] full
[1152] approval
[1101] covid
[1036] remdesivir
[757] people
[741] regeneron
[697] vaccine
[639] fda
[580] antibody

Top Words in Tweet in G5:
[935] remdesivir
[886] gente
[884] buenas
[884] tardes
[747] tratamiento
[745] buen
[741] ampollas
[740] verdad
[740] drtenz
[739] duro

Top Words in Tweet in G6:
[1141] uttar
[1141] pradesh
[1033] remdesivir
[747] covid
[657] study
[653] ivermectin
[648] media
[627] work
[607] treatment
[588] came

Top Words in Tweet in G7:
[1061] remdesivir
[678] tga
[333] video
[277] use
[241] ivm
[203] re
[201] covid
[186] approved
[184] know
[182] hospital

Top Words in Tweet in G8:
[904] remdesivir
[521] protocol
[521] vent
[510] sedation
[497] hospital
[490] #righttotry
[480] work
[472] end
[471] treatments
[470] following

Top Words in Tweet in G9:
[958] remdesivir
[916] please
[668] patients
[616] data
[611] share
[378] crickets
[376] hospital
[360] covid
[344] one
[323] mortality

Top Words in Tweet in G10:
[976] remdesivir
[818] ivermectin
[502] trial
[492] controlled
[491] randomized
[392] one
[382] mortality
[378] go
[376] compare
[376] achieve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3354] covid,19
[3217] clinical,benefit
[2486] benefit,remdesivir
[2475] remdesivir,licensed
[2474] licensed,covid
[1363] uttar,pradesh
[1092] cost,regeneron
[1055] price,remdesivir
[1049] policy,makers
[1048] price,regeneron

Top Word Pairs in Tweet in G1:
[1915] covid,19
[1905] clinical,benefit
[1904] benefit,remdesivir
[1902] remdesivir,licensed
[1902] licensed,covid
[77] rwmalonemd,remdesivir
[48] remdesivir,500
[48] 500,vial
[48] vial,patented
[48] patented,ivermectin

Top Word Pairs in Tweet in G2:
[886] poison,#remdesivir
[886] 2021,par
[886] par,commission
[886] commission,européenne
[886] européenne,l'ema
[875] incroyable,poison
[875] #remdesivir,veklury
[875] veklury,#gilead
[875] #gilead,eu
[875] eu,amm

Top Word Pairs in Tweet in G3:
[980] cost,regeneron
[943] price,remdesivir
[937] policy,makers
[936] price,regeneron
[936] regeneron,comparable
[936] comparable,price
[936] remdesivir,policy
[936] makers,politicians
[936] politicians,complaining
[936] complaining,cost

Top Word Pairs in Tweet in G4:
[638] full,fda
[577] begging,remdesivir
[577] remdesivir,regeneron
[576] same,people
[576] people,refused
[576] refused,vaccine
[576] vaccine,lacked
[576] lacked,full
[576] full,approval
[576] approval,same

Top Word Pairs in Tweet in G5:
[884] buenas,tardes
[741] tratamiento,remdesivir
[739] gente,buenas
[739] tardes,verdad
[739] verdad,duro
[739] duro,estar
[739] estar,posición
[739] posición,toca
[739] toca,entiendes
[739] entiendes,buen

Top Word Pairs in Tweet in G6:
[1141] uttar,pradesh
[576] remdesivir,work
[570] delta,variant
[569] variant,originated
[569] originated,india
[569] india,nearly
[569] nearly,half
[569] half,districts
[569] districts,indian
[569] indian,state

Top Word Pairs in Tweet in G7:
[232] use,remdesivir
[180] today's,video
[179] tga,provisionally
[179] provisionally,approved
[160] approved,remdesivir
[160] against,use
[158] remdesivir,being
[156] world,health
[156] health,organization
[156] recommends,against

Top Word Pairs in Tweet in G8:
[510] remdesivir,sedation
[469] hospital,visit
[469] visit,encompasses
[469] encompasses,majority
[469] majority,facilities
[469] facilities,following
[469] following,protocol
[469] protocol,doesn
[469] doesn,work
[469] work,walk

Top Word Pairs in Tweet in G9:
[308] hospital,remdesivir
[305] dear,us_fda
[305] us_fda,please
[305] please,share
[305] share,one
[305] one,year
[305] year,follow
[305] follow,data
[305] patients,treated
[305] treated,hospital

Top Word Pairs in Tweet in G10:
[491] randomized,controlled
[491] controlled,trial
[380] remdesivir,ivermectin
[376] ivermectin,go
[376] go,compare
[376] compare,one
[376] one,achieve
[376] achieve,randomized
[376] trial,statistical
[376] statistical,significance

Top Replied-To
Top Replied-To in Entire Graph:
@rwmalonemd
@repthomasmassie
@laurenmcc777
@pierrekory
@ash007truthq
@usbornnraised
@ronfilipkowski
@dr_eeks
@taritaribobari
@lindyli

Top Replied-To in G1:
@rwmalonemd
@roytotten
@millieroc2020
@dontcensorme21
@pierrekory
@jodieobrien
@otorongo00
@madisontx76
@pamneufeld
@mahaatout1

Top Replied-To in G2:
@medicalfollower
@bastien_tell
@jlesgards
@lrestistant73
@viruswar
@lesoigneurx
@llp_le_vrai
@nranfe
@krieger66362259
@linval59

Top Replied-To in G3:
@repthomasmassie
@kvarming
@donnalynnnh
@rwmalonemd
@praddy06
@inquirerdotnet
@eudaimoniaesq
@brianlenzkes
@p8r1ot_redux
@misterchambo

Top Replied-To in G4:
@ronfilipkowski
@tomthunkitsmind
@marcorubio
@theangryepi
@donboscomd
@mmpadellan
@cm1183
@mattielisbon
@gaijingirl2004
@girl01nv

Top Replied-To in G5:
@ivelen
@soyalejolm
@conotollanero
@davidforeromd
@nancy23130
@evecarrasc

Top Replied-To in G6:
@seivwrighttrudy
@dawngoodsell
@kwadcast
@kathmlee1
@twinelm
@domainevalescia
@pierrekory
@madmikeandrew
@boldmovesdiary
@biggpaparich

Top Replied-To in G7:
@craigkellymp
@carottet3
@sabinehazanmd
@drsimonegold
@everythingsawf1
@truthse51503873
@pierrekory
@tatianaschild
@seachef_
@randpaul

Top Replied-To in G8:
@ash007truthq
@usbornnraised
@agromtfent
@nycmommie71
@anuran99917292
@edwinrankin
@dr_eeks
@kylenabecker
@christinapushaw
@kleegrubaugh

Top Replied-To in G9:
@dr_eeks
@fynnderella1
@82socrates
@rootcauseteam
@steffersline
@frejefrilans
@kksheld
@seivwrighttrudy
@theport17
@lasvegasbuckeye

Top Replied-To in G10:
@covid19crusher
@josephjflynn1
@hilarx
@khairykj
@dinmadame
@penelopeturnip
@edoajoeric
@thejohnbream
@piotruchg
@maddow

Top Mentioned
Top Mentioned in Entire Graph:
@drtenz
@us_fda
@raoult_didier
@laurenmcc777
@ihu_marseille
@btysonmd
@drsimonegold
@inserm
@trialsiten
@lifeofreilly6

Top Mentioned in G1:
@rwmalonemd
@us_fda
@super_condor777
@roytotten
@cdn_patriots
@drkellyvictory
@randpaul
@cdcgov
@nih
@ceoshitpostbot

Top Mentioned in G2:
@raoult_didier
@ihu_marseille
@inserm
@divizio1
@assocovid
@alphanumrique2
@xazalbert
@neoneo36174646
@lauregonlezamar
@corinnereverbel

Top Mentioned in G3:
@trialsiten
@repthomasmassie
@us_fda
@brianlenzkes
@p8r1ot_redux
@lindajjacobs
@molsjames
@prolifeall
@thomasewoods
@pablo_diablo412

Top Mentioned in G4:
@marcorubio
@tomthunkitsmind
@ronfilipkowski
@lonestarrise
@buckseriously
@juliet_notromeo
@dirck_delint
@jackhockett1
@mnvikin
@koreykruse

Top Mentioned in G5:
@drtenz
@ivelen
@dulcem_o
@chabellasi

Top Mentioned in G6:
@seivwrighttrudy
@conservatyler
@drlimengyan1
@kwadwo777
@azcapmedia
@bellinhealth
@froedtert
@gregstroup2
@switchxrp
@realchasegeiser

Top Mentioned in G7:
@btysonmd
@drsimonegold
@lifeofreilly6
@randpaul
@jpkiekens
@pierrekory
@covid19critical
@covid19crusher
@richardursomd
@georgefareed2

Top Mentioned in G8:
@edwinrankin
@ash007truthq
@erin_bsn
@simon93449053
@debra62306956
@usbornnraised
@govrondesantis
@tngadd
@sallytca
@randpaul

Top Mentioned in G9:
@us_fda
@kksheld
@dr_eeks
@cdc
@minsaludguate
@randpaul
@italgal67
@whitecrklumber
@comeragewithme
@joshrat22

Top Mentioned in G10:
@youtube
@adarsh_bhimraj
@hilarx
@joerogan
@paul_dowsley
@drwoodcockfda
@covid19crusher
@usatoday
@rmconservative
@us_fda

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@tomthunkitsmind
@danielpilotte1
@souljahsingh
@phildecarolis
@tinamarie_80s
@56perumal
@cityreport
@independent
@sosorasora3

Top Tweeters in G1:
@debrammason1
@drdaveanddee
@b1e56df9ce6549f
@starcoreone02
@jdjongumzidenga
@bolderthanmost
@andreinilla
@tyrelle123
@mithisa_motho
@dianachic1

Top Tweeters in G2:
@m2bliquis
@altai_armande
@lagrosta
@thalassa2008
@rosyjour
@teppdude
@brunedrot
@mazenod10
@nausicalibre
@mfennormandie

Top Tweeters in G3:
@phildecarolis
@inquirerdotnet
@patriot_girl_tx
@tres444
@all435reps
@jimpolk
@sweetfreedom29
@ladydshops
@mwhalan
@dovewoman1

Top Tweeters in G4:
@tomthunkitsmind
@britpoptarts
@foggybottomgal
@cotey_mary
@jhamby
@sallyrmelb
@solusnan1
@joekoffee
@lllwry
@windmillcharger

Top Tweeters in G5:
@idp240664
@torque2punto0
@cruzmaldonado2
@nikitika13
@ingrid_gil
@taguapire20
@lopitayq
@bebesitaper04
@naltagra
@chinaya29

Top Tweeters in G6:
@madrynha2012
@fl85
@mjgranger1
@paulsorrentino3
@anisaz9_basit
@kavn
@jackcolleton
@jamesma96163439
@dorunda
@youngchris27040

Top Tweeters in G7:
@thehill
@brontyman
@sustain05
@bamaperry
@yvespdb
@iutruthtellers
@albi2103
@kimmierae61
@lheal
@shirley56733062

Top Tweeters in G8:
@caligirlleftie
@beank511
@franco_dimuro
@donadeedooda
@evolvequickly
@carolynd72355
@notrealdemocrat
@nbcnews
@rachael1776
@helenyates52

Top Tweeters in G9:
@souljahsingh
@docwashburn
@makedni
@yuanjoong
@wendypuerto
@mcarsonaos
@lisaannega
@doubleeagle25
@leahmcelrath
@mahfood_86

Top Tweeters in G10:
@cnnphilippines
@bassaces1
@demiurgotuiter
@usatoday
@politiwars
@pal29b
@baizuobu
@ssr57
@bigv2011wce
@spacefromgreece