FDA (covid OR corona OR virus OR pandemic), Twitter, 5/2/2020 11:58:24 PM, 226008
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FDA (covid OR corona OR virus OR pandemic) Twitter NodeXL SNA Map and Report for Friday, 01 May 2020
FDA (covid OR corona OR virus OR pandemic) Twitter NodeXL SNA Map and Report for Friday, 01 May 2020
From:
marc_smith
Uploaded on:
May 02, 2020
Short Description:
FDA (covid OR corona OR virus OR pandemic) via NodeXL https://bit.ly/2ycc3ph
@us_fda
@realdonaldtrump
@scottgottliebmd
@bamajeans24
@cnnee
@who
@potus
@stevefda
@niro60487270
@medicalscitech

Top hashtags:
#covid19
#coronavirus
#als
#covid
#fda
#sarscov2
#新型コロナウイルス

Description:
Description
The graph represents a network of 18,527 Twitter users whose recent tweets contained "FDA (covid OR corona OR virus OR pandemic)", 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, 01 May 2020 at 16:40 UTC.

The tweets in the network were tweeted over the 3-day, 8-hour, 16-minute period from Tuesday, 28 April 2020 at 07:36 UTC to Friday, 01 May 2020 at 15:52 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 : 19062
Unique Edges : 31402
Edges With Duplicates : 94375
Total Edges : 125777
Number of Edge Types : 5
Mentions : 88707
Replies to : 5717
Tweet : 5597
Retweet : 13623
MentionsInRetweet : 12133
Self-Loops : 5706
Reciprocated Vertex Pair Ratio : 0.0560638449479835
Reciprocated Edge Ratio : 0.106175105257476
Connected Components : 2511
Single-Vertex Connected Components : 1513
Maximum Vertices in a Connected Component : 13532
Maximum Edges in a Connected Component : 109292
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.391909
Graph Density : 0.000101975891052054
Modularity : 0.269626
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 18,527 Twitter users whose recent tweets contained "FDA (covid OR corona OR virus OR pandemic)", 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, 01 May 2020 at 16:40 UTC.

The tweets in the network were tweeted over the 3-day, 8-hour, 16-minute period from Tuesday, 28 April 2020 at 07:36 UTC to Friday, 01 May 2020 at 15:52 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 : FDA (covid OR corona OR virus OR pandemic)
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:
[121] https://www.cnn.com/2020/04/29/health/gilead-sciences-remdesivir-covid-19-treatment/index.html
[118] https://www.fda.gov/drugs/drug-safety-and-availability/fda-cautions-against-use-hydroxychloroquine-or-chloroquine-covid-19-outside-hospital-setting-or
[84] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[79] https://www.eluniverso.com/larevista/2020/05/01/nota/7828560/fabricante-farmaco-remdesivir-contra-covid-19-espera-pronta
[75] https://cnnespanol.cnn.com/2020/04/30/la-fda-autorizara-el-uso-de-remdesivir-para-covid-19-despues-de-que-ensayos-mostraran-un-efecto-positivo-en-el-tiempo-de-recuperacion/
[71] https://hgis.uw.edu/virus/
[68] https://miamidiario.com/remdesivir-la-esperanza-contra-el-covid-19-esperan-que-la-fda-lo-apruebe-pronto/
[63] https://www.fda.gov/consumers/consumer-updates/helpful-questions-and-answers-about-coronavirus-covid-19-and-your-pets
[59] https://www.reuters.com/article/us-health-coronavirus-remdesivir-fda-idUSKBN22C2J3?taid=5eab1054e21434000119fa33&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[53] https://www.space.com/nasa-ventilator-fda-approval.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it

Top URLs in Tweet in G1:
[26] https://www.fda.gov/drugs/drug-safety-and-availability/fda-cautions-against-use-hydroxychloroquine-or-chloroquine-covid-19-outside-hospital-setting-or
[15] https://www.youtube.com/watch?v=g-4kmp3MCLc

[5] https://www.youtube.com/watch?v=1w0_kazbb_U

[5] https://www.prnewswire.com/news-releases/fda-expediting-accelerated-development-of-novel-therapies-for-covid-19-301047923.html
[4] https://www.washingtonpost.com/opinions/2020/04/14/why-this-pandemic-is-an-indictment-socialized-medicine/?fbclid=IwAR0hFbf3NH0XrfQMm1pVN2_8w6KP9CVxsZRPZoCQfMYf_BGhU3n0Bm6IbTI
[3] https://www.fda.gov/safety/medical-product-safety-information/hydroxychloroquine-or-chloroquine-covid-19-drug-safety-communication-fda-cautions-against-use
[3] https://www.law360.com/articles/1263940/house-dems-target-exclusivity-pricing-of-covid-19-drugs
[3] https://finance.yahoo.com/news/hydroxychloroquine-90-percent-chance-helping-155637974.html
[3] https://www.eater.com/2020/3/23/21191632/fda-routine-food-surveillance-inspections-suspended-coronavirus-covid-19-pandemic
[2] https://twitter.com/Olivianuzzi/status/1254905642663522306

Top URLs in Tweet in G2:
[33] https://www.fda.gov/consumers/consumer-updates/helpful-questions-and-answers-about-coronavirus-covid-19-and-your-pets
[21] https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/coronavirus-disease-2019-covid-19-frequently-asked-questions?utm_source=CTPTwitter&utm_medium=social&utm_campaign=ctp-covid#general
[16] https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/donate-covid-19-plasma
[11] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-daily-roundup-april-29-2020
[11] https://www.youtube.com/watch?v=iBHRTf9Q7eA

[10] https://www.fda.gov/food/food-safety-during-emergencies/shopping-food-during-covid-19-pandemic-information-consumers
[10] https://www.fda.gov/drugs/drug-safety-and-availability/fda-cautions-against-use-hydroxychloroquine-or-chloroquine-covid-19-outside-hospital-setting-or
[7] https://www.vice.com/en_us/article/7kzn4a/fda-admits-theres-actually-no-evidence-vaping-makes-covid-19-worse
[7] https://www.dailysignal.com/2020/04/28/to-prepare-for-covid-19-vaccine-lets-ensure-manufacturing-capacity-will-meet-demand/
[6] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-continues-ensure-availability-alcohol-based-hand-sanitizer-during

Top URLs in Tweet in G3:
[82] https://www.cnn.com/2020/04/29/health/gilead-sciences-remdesivir-covid-19-treatment/index.html
[35] http://www.msn.com/en-us/news/us/live-updates-fda-plans-to-announce-emergency-use-of-coronavirus-drug/ar-BB13nS85?ocid=st2
[27] https://worldisraelnews.com/corona-breakthrough-drug-blocks-virus-emergency-fda-approval-expected/
[26] https://cnnespanol.cnn.com/2020/04/30/la-fda-autorizara-el-uso-de-remdesivir-para-covid-19-despues-de-que-ensayos-mostraran-un-efecto-positivo-en-el-tiempo-de-recuperacion/
[15] https://www.fda.gov/drugs/drug-safety-and-availability/fda-cautions-against-use-hydroxychloroquine-or-chloroquine-covid-19-outside-hospital-setting-or
[15] https://www.fda.gov/consumers/consumer-updates/helpful-questions-and-answers-about-coronavirus-covid-19-and-your-pets
[11] https://health.detik.com/read/2020/04/30/174846/4997797/763/diklaim-ampuh-fda-akan-setujui-remdesivir-sebagai-obat-bagi-pasien-corona?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.biospace.com/article/fda-approves-new-6-week-dosing-for-keytruda-which-benefits-patients-during-pandemic/
[9] https://techcrunch.com/2020/04/30/fda-authorizes-a-ventilator-developed-by-nasas-jpl-for-emergency-use-in-covid-19-treatment/
[8] https://www.fda.gov/food/food-safety-during-emergencies/shopping-food-during-covid-19-pandemic-information-consumers

Top URLs in Tweet in G4:
[1] https://www.infowars.com/california-man-thrown-in-psychiatric-hold-for-expressing-concern-about-bill-gates-vaccines/
[1] https://www.thegatewaypundit.com/2020/04/media-mocks-trump-suggesting-light-treatment-coronavirus-patients-bio-tech-company-working-fda-cedars-sinai-uv-light-treatment-kill-virus-patients/
[1] https://video.foxnews.com/v/6150507307001/
[1] https://www.oann.com/calif-company-says-their-machines-using-uv-light-can-be-used-as-disinfectant-for-airline-industry/

Top URLs in Tweet in G5:
[84] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[71] https://hgis.uw.edu/virus/
[42] https://www.reuters.com/live-events/coronavirus-6-id2921484
[35] https://www.afp.com/en/home
[35] https://datastudio.google.com/reporting/91350339-2c97-49b5-92b8-965996530f00/page/RdlHB
[25] https://www.fda.gov/vaccines-blood-biologics/vaccines/vaccines-licensed-use-united-states
[17] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00154-w
[13] https://graphics.reuters.com/CHINA-HEALTH-MAP/0100B59S39E/index.html
[11] https://www.google.com/maps/d/viewer?mid=1a04iBi41DznkMaQRnICO40ktROfnMfMx&ll=36.85430646797081%2C10.1953125&z=2
[9] https://www.open.online/2020/05/01/coronavirus-ultime-notizie-1-maggio/

Top URLs in Tweet in G6:
[27] https://cnnespanol.cnn.com/2020/04/30/la-fda-autorizara-el-uso-de-remdesivir-para-covid-19-despues-de-que-ensayos-mostraran-un-efecto-positivo-en-el-tiempo-de-recuperacion/
[7] https://www.noticel.com/ahora/gobierno/top-stories/20200429/fda-podria-aprobar-uso-de-droga-que-acorto-el-periodo-de-recuperacion-del-covid-19/
[3] https://www.laprensa.com.ni/2020/04/30/internacionales/2668692-remdesivir-el-farmaco-que-podria-ser-autorizado-por-la-fda-para-ser-usado-en-pacientes-con-covid-19
[2] https://trib.al/UzDK2cU
[2] https://miamidiario.com/remdesivir-la-esperanza-contra-el-covid-19-esperan-que-la-fda-lo-apruebe-pronto/
[2] https://www.politico.com/news/2020/04/29/gilead-coronavirus-remdesivir-220484
[1] https://trib.al/qQsgpYy
[1] https://trib.al/u90WNnD
[1] https://trib.al/2ArqmbF
[1] https://trib.al/3TqU4Tv

Top URLs in Tweet in G7:
[7] https://nypost.com/2020/04/29/fda-may-approve-anti-viral-drug-on-emergency-basis-to-treat-covid-19/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[3] https://www.fda.gov/consumers/consumer-updates/helpful-questions-and-answers-about-coronavirus-covid-19-and-your-pets
[3] https://www.statnews.com/2020/04/29/gilead-says-critical-study-of-covid-19-drug-shows-patients-are-responding-to-treatment/
[3] https://www.fiercebiotech.com/medtech/rutgers-saliva-based-test-nets-fda-greenlight-for-covid-19
[2] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-first-test-patient-home-sample-collection
[2] https://www.mcclatchydc.com/news/coronavirus/article242399696.html
[2] https://www.propublica.org/article/the-fda-is-forcing-the-cdc-to-waste-time-double-testing-some-coronavirus-cases
[1] https://www.city-journal.org/covid-19-vaccine-human-challenge-trials?utm_source=Twitter&utm_medium=Organic_Social
[1] https://www.seattletimes.com/seattle-news/patients-struggle-to-get-uws-touted-test-amid-misinformation-suspicion-about-reliability-of-coronavirus-antibody-tests/
[1] https://questdirect.questdiagnostics.com/products/covid-19-immune-response/b580e541-78a5-48a6-b17b-7bad949dcb57?utm_source=google&utm_medium=cpc&utm_campaign=71700000058118866&utm_content=58700005359193170&utm_term=p49755949551&gclid=EAIaIQobChMI49Gjoq-Q6QIViMhkCh3xBQu2EAAYASAAEgIsTfD_BwE&gclsrc=aw.ds

Top URLs in Tweet in G8:
[21] https://citinewsroom.com/2020/04/covid-19-buy-home-made-face-masks-with-three-layers-fda-to-ghanaians/
[4] https://citinewsroom.com/2020/04/covid-19-buy-home-made-face-masks-with-three-layers-fda-to-ghanaians/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=covid-19-buy-home-made-face-masks-with-three-layers-fda-to-ghanaians
[2] https://www.peacefmonline.com/pages/local/health/202004/406911.php
[1] https://twitter.com/uncle_ajala/status/1256126811936903169
[1] https://citinewsroom.com/2020/04/fda-recommendations-for-homemade-face-masks/
[1] https://www.peacefmonline.com/pages/local/health/202004/406911.php?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[58] https://www.reuters.com/article/us-health-coronavirus-remdesivir-fda-idUSKBN22C2J3?taid=5eab1054e21434000119fa33&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[16] https://ahvalnews-com.cdn.ampproject.org/c/s/ahvalnews.com/tr/covid-19/koronavirus-icin-ilk-ilac-fda-onayladi?amp
[9] https://www.newsmax.com/
[7] https://www.newsmax.com/us/pfizer-big-pharma-emergency-fda/2020/04/28/id/965137/
[4] https://www.barrons.com/articles/gilead-sciences-coronavirus-antiviral-covid-19-treatment-niaid-trial-fda-51588169209
[2] https://www.bloomberg.com/news/articles/2020-04-25/diasorin-gets-fda-emergency-use-rights-for-covid-19-test-in-u-s?sref=DOTC0U32&utm_content=business&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[2] https://www.bloomberg.com/news/articles/2020-04-25/diasorin-gets-fda-emergency-use-rights-for-covid-19-test-in-u-s?utm_content=business&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic
[1] https://apple.news/A3aJ0gFbHTyqBPYDAfbpHaA
[1] https://trib.al/h0Pttku
[1] https://trib.al/RMZu5tl

Top URLs in Tweet in G10:
[5] https://www.thailandmedical.news/news/breaking-covid-19-drugs-us-fda-drug-trial-concludes-that-most-drugs-being-used-including-favipiravir,-lopinavir,-ritonavir,-chloroquine-has-no-effects
[1] https://iact4c.org
[1] https://twitter.com/ScottGottliebMD/status/1255484418745151495
[1] https://twitter.com/megtirrell/status/1255529659284049920
[1] https://www.youtube.com/watch?v=nlEnICUOMi8&feature=youtu.be

[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2286-9

Top Domains
Top Domains in Tweet in Entire Graph:
[726] fda.gov
[610] twitter.com
[501] huffpost.com
[262] cnn.com
[252] reuters.com
[226] youtube.com
[116] who.int
[101] rt.com
[101] is.gd
[101] google.com

Top Domains in Tweet in G1:
[78] twitter.com
[43] fda.gov
[33] youtube.com
[10] washingtonpost.com
[10] cnn.com
[9] trib.al
[5] prnewswire.com
[4] ftc.gov
[4] thehill.com
[4] yahoo.com

Top Domains in Tweet in G2:
[186] fda.gov
[60] twitter.com
[19] youtube.com
[14] bloomberg.com
[12] dailysignal.com
[10] vice.com
[9] nih.gov
[8] cnn.com
[6] nytimes.com
[6] washingtonpost.com

Top Domains in Tweet in G3:
[170] fda.gov
[129] cnn.com
[89] twitter.com
[45] msn.com
[41] bloomberg.com
[36] worldisraelnews.com
[34] linkedin.com
[30] techcrunch.com
[15] yahoo.com
[15] biospace.com

Top Domains in Tweet in G4:
[1] infowars.com
[1] thegatewaypundit.com
[1] foxnews.com
[1] oann.com

Top Domains in Tweet in G5:
[164] reuters.com
[114] youtube.com
[104] twitter.com
[96] arcgis.com
[71] uw.edu
[67] who.int
[59] nature.com
[50] mediaset.it
[48] google.com
[44] afp.com

Top Domains in Tweet in G6:
[29] cnn.com
[7] trib.al
[7] noticel.com
[4] politico.com
[3] com.ni
[2] twitter.com
[2] miamidiario.com
[1] instagram.com
[1] youtube.com
[1] noticierodigital.com

Top Domains in Tweet in G7:
[12] twitter.com
[11] fda.gov
[8] statnews.com
[7] nypost.com
[3] siouxcityjournal.com
[3] trib.al
[3] fiercebiotech.com
[2] questdiagnostics.com
[2] mcclatchydc.com
[2] propublica.org

Top Domains in Tweet in G8:
[26] citinewsroom.com
[3] peacefmonline.com
[1] twitter.com

Top Domains in Tweet in G9:
[60] reuters.com
[18] newsmax.com
[16] ampproject.org
[10] bloomberg.com
[6] barrons.com
[4] trib.al
[2] fda.gov
[1] apple.news
[1] pscp.tv
[1] twitter.com

Top Domains in Tweet in G10:
[5] thailandmedical.news
[2] twitter.com
[1] iact4c.org
[1] youtube.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2462] covid19
[1266] coronavirus
[524] als
[469] covid
[363] fda
[331] sarscov2
[151] 新型コロナウイルス
[140] remdesivir
[134] covid_19
[131] coronavirusoutbreak



Top Hashtags in Tweet in G1:
[59] firefauci
[54] who
[52] billgates
[51] fauci
[49] billgatesvirus
[39] covid19
[25] covid
[17] fda
[17] licensure
[16] diamondandsilk

Top Hashtags in Tweet in G2:
[760] covid19
[523] als
[269] covid
[110] coronavirus
[81] fda
[49] vaping
[48] sicklecell
[37] covid_19
[35] sicklecelldisease
[33] axeals

Top Hashtags in Tweet in G3:
[134] covid19
[117] fda
[84] coronavirus
[55] covid_19
[51] remdesivir
[43] covid
[29] pandemic
[11] health
[10] who
[10] covid__19

Top Hashtags in Tweet in G4:
[8] coronavirus
[8] covid
[4] covid19
[1] hydroxycloroquine
[1] firefauci
[1] fdaislying
[1] maga
[1] trump
[1] qanon
[1] twgrp

Top Hashtags in Tweet in G5:
[855] coronavirus
[680] covid19
[304] sarscov2
[128] coronavirusoutbreak
[88] china
[77] 2019ncov
[71] italia
[58] wuhan
[55] coronavirusitalia
[46] italy

Top Hashtags in Tweet in G6:
[22] 29abr
[15] titulares
[3] covid19
[3] remdesivir
[3] covid
[2] coronavirus
[1] tvv
[1] atención
[1] internacionales
[1] s

Top Hashtags in Tweet in G7:
[19] covid19
[8] coronavirus
[6] covidー19
[6] remdesivir
[4] fda
[2] healthcare
[2] covid__19
[2] pets
[2] pandemic
[2] fbr

Top Hashtags in Tweet in G8:
[22] citinewsroom
[18] covid19
[15] citicbs
[4] coronavirus
[2] covid2019
[2] covid19ghana
[2] corona
[1] theknustexperience
[1] knustlive

Top Hashtags in Tweet in G9:
[3] イベルメクチン
[2] covid19
[1] 新型コロナウイルス
[1] coronalockdown

Top Hashtags in Tweet in G10:
[148] 新型コロナウイルス

Top Words
Top Words in Tweet in Entire Graph:
[20142] Words in Sentiment List#1: Positive
[23866] Words in Sentiment List#2: Negative
[98] Words in Sentiment List#3: Angry/Violent
[830019] Non-categorized Words
[874027] Total Words
[15408] fda
[12487] covid
[9580] 19
[5215] amp
[5139] approved

Top Words in Tweet in G1:
[2413] realdonaldtrump
[2387] fda
[2230] amp
[2219] covid
[2074] 19
[2024] approved
[1924] potus
[1914] one
[1894] vaccine
[1879] please

Top Words in Tweet in G2:
[1229] us_fda
[1158] fda
[1007] #covid19
[951] covid
[897] during
[855] help
[851] amp
[806] 19
[708] pandemic
[683] #als

Top Words in Tweet in G3:
[1335] fda
[1107] covid
[1048] 19
[390] remdesivir
[355] use
[326] drug
[252] treatment
[246] emergency
[228] virus
[180] coronavirus

Top Words in Tweet in G4:
[2278] fda
[2257] fauci
[2257] approved
[2220] efficacy
[2220] rate
[1228] drug
[1158] covid
[1152] very
[1115] amp
[1114] pushing

Top Words in Tweet in G5:
[854] #coronavirus
[687] #covid19
[637] fda
[634] covid
[633] south
[620] dakota
[588] coronavirus
[588] 19
[534] hydroxychloroquine
[441] state

Top Words in Tweet in G6:
[753] remdesivir
[603] recuperación
[414] muestran
[385] covid
[384] medicamento
[380] uso
[377] fda
[348] 19
[346] coronavirus
[344] pacientes

Top Words in Tweet in G7:
[1902] data
[785] fda
[758] covid
[702] emergency
[696] use
[694] remdesivir
[684] authorization
[639] study
[637] time
[635] niaid

Top Words in Tweet in G8:
[634] test
[395] enable
[394] time
[363] covid
[360] fda
[360] 19
[347] approval
[343] knust
[307] diagnostics
[306] incas

Top Words in Tweet in G9:
[336] fda
[295] covid
[289] 19
[214] remdesivir
[212] moving
[208] gilead
[181] experimental
[159] data
[154] treatment
[145] lightning

Top Words in Tweet in G10:
[150] 速報
[148] 米fda
[148] クロロキン
[148] カレトラ
[148] レジパスビル
[148] ネルフィナビル
[148] ダノプレビル
[148] テノホビル
[148] アビガンは
[148] #新型コロナウイルス

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9314] covid,19
[2821] fda,approved
[2352] efficacy,rate
[2081] emergency,use
[1994] approved,fda
[1941] 19,vaccine
[1879] potus,realdonaldtrump
[1879] fda,please
[1879] amp,share
[1876] poll,potus

Top Word Pairs in Tweet in G1:
[2064] covid,19
[1878] approved,fda
[1859] potus,realdonaldtrump
[1857] 19,vaccine
[1856] poll,potus
[1856] realdonaldtrump,fdacommissioner
[1856] fdacommissioner,covid
[1856] vaccine,injection
[1856] injection,one
[1856] one,approved

Top Word Pairs in Tweet in G2:
[742] covid,19
[398] emergency,use
[321] use,authorizations
[279] #covid19,pandemic
[259] help,others
[255] fda,issued
[251] coronavirus,fda
[248] us_fda,issued
[245] authorizations,eua
[244] during,2009

Top Word Pairs in Tweet in G3:
[1000] covid,19
[147] emergency,use
[144] 19,treatment
[126] fda,reportedly
[81] trial,shows
[76] fda,approval
[73] reportedly,approve
[73] shows,'positive
[73] 'positive,effect'
[71] fda,approved

Top Word Pairs in Tweet in G4:
[2257] fda,approved
[2220] efficacy,rate
[1110] see,fauci
[1110] fauci,pushing
[1110] pushing,very
[1110] very,expensive
[1110] expensive,drug
[1110] drug,remesdivir
[1110] remesdivir,50ish
[1110] 50ish,efficacy

Top Word Pairs in Tweet in G5:
[620] south,dakota
[558] covid,19
[421] shut,down
[421] kristi,noem
[420] dakota,threw
[420] threw,parade
[420] parade,today
[420] today,kristi
[420] noem,refused
[420] refused,shut

Top Word Pairs in Tweet in G6:
[348] covid,19
[306] medicamento,remdesivir
[300] resultados,ensayo
[300] ensayo,preliminar
[300] preliminar,muestran
[300] muestran,medicamento
[300] remdesivir,mejoró
[300] mejoró,recuperación
[300] recuperación,pacientes
[300] pacientes,coronavirus

Top Word Pairs in Tweet in G7:
[689] emergency,use
[683] use,authorization
[630] niaid,study
[629] active,against
[628] accumulating,data
[628] data,remdesivir
[628] remdesivir,suggests
[628] suggests,active
[628] against,covid
[628] covid,enough

Top Word Pairs in Tweet in G8:
[360] covid,19
[305] incas,diagnostics
[298] knust,incas
[197] test,takes
[197] takes,15
[197] 15,20
[197] 20,minutes
[197] minutes,perform
[197] perform,enable
[197] enable,those

Top Word Pairs in Tweet in G9:
[289] covid,19
[203] fda,moving
[179] experimental,covid
[170] gilead,experimental
[145] moving,lightning
[145] lightning,speed
[145] speed,review
[145] review,data
[145] data,gilead
[145] 19,treatment

Top Word Pairs in Tweet in G10:
[148] 速報,米fda
[148] 米fda,クロロキン
[148] クロロキン,カレトラ
[148] カレトラ,レジパスビル
[148] レジパスビル,ネルフィナビル
[148] ネルフィナビル,ダノプレビル
[148] ダノプレビル,テノホビル
[148] テノホビル,アビガンは
[148] アビガンは,#新型コロナウイルス
[148] #新型コロナウイルス,に全く効果が無い

Top Replied-To
Top Replied-To in Entire Graph:
@theagood
@tsmith_m
@realdonaldtrump
@friendof_darwin
@whitehouse
@michellmybell1
@nico_manocchio
@mattjon45608968
@imkimaaron
@istoneca

Top Replied-To in G1:
@realdonaldtrump
@whitehouse
@ingrahamangle
@paulmuaddib61
@aubreyel1
@puffcuckoo
@joysmith100
@cnn
@doriebooks
@aegeanphoenix17

Top Replied-To in G2:
@whitehouse
@us_fda
@stevefda
@stevewcarlson
@thoaixulich
@francarose33
@mpabull
@lancechurchill
@franktompkins1
@photoartist9

Top Replied-To in G4:
@mazurikl
@tribulationthe

Top Replied-To in G5:
@stevendem
@saseitz
@masercot
@olivia_awaken
@omarlewistv
@zev_dr
@tomj8899
@ledzepfan400
@joetheatheist
@adevotedyogi

Top Replied-To in G6:
@jorgeivanospina
@who
@ma78k
@tutoquiroga

Top Replied-To in G7:
@alt_fda
@jimcramer
@kellyscaletta
@helenbranswell
@buickman1933
@carlquintanilla
@rexchapman
@michele_o4
@adamfeuerstein
@amy_siskind

Top Replied-To in G9:
@reuters
@jwalverson10

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@potus
@us_fda
@fdacommissioner
@carlsmythe
@noahpaullegies
@leanneaf
@orna_verum
@tertiusiv
@wmmanry

Top Mentioned in G1:
@realdonaldtrump
@potus
@fdacommissioner
@us_fda
@genflynn
@cspanwj
@cnn
@ingrahamangle
@freedomcaucus
@foxnews

Top Mentioned in G2:
@us_fda
@stevefda
@realdonaldtrump
@hhs_ash
@vp
@hhsgov
@nih
@nihdirector
@potus
@cdcgov

Top Mentioned in G3:
@4chionlifestyle
@mofollp
@nebraskapharm
@intellivoire
@ngazetecom
@aftvitaliy
@globalbreaking_

Top Mentioned in G4:
@not2far2right

Top Mentioned in G5:
@youtube
@dpcgov
@who
@jhusystems
@uw
@annaapp91838450
@adevotedyogi
@tracyphilbeck
@math_adam
@kruttika108

Top Mentioned in G6:
@who
@us_fda
@cnnee
@minsapma
@opsoms_col
@__antrax_
@tutoquiroga

Top Mentioned in G7:
@scottgottliebmd
@us_fda
@cnbc
@rexchapman
@nypost
@cmhrrs
@labcorp
@questdx
@bradloncar
@scj

Top Mentioned in G8:
@ameyaw112
@fdaghana

Top Mentioned in G9:
@newsmax
@reuters
@barronsonline
@t_inglesby
@johnshopkinssph
@scottgottliebmd
@llborio
@edyong209

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@tomthunkitsmind
@americanair
@oldlady12345
@the_news_diva
@extravzla
@rashidaldosari
@lasillarota
@jojokejohn

Top Tweeters in G1:
@jim_peoples_
@myplace4u
@dclarediane
@cnnnews18
@thehill
@joej2020usa
@indianexpress
@scribbledpages1
@businessinsider
@loyaltotrump

Top Tweeters in G2:
@ecodaren
@hrblock_21
@raymond_norman
@raybae689
@inspiteoftrump
@bkindngood
@patriot_girl_tx
@qbankendy
@xandaolp
@princessbravato

Top Tweeters in G3:
@pulpnews
@robinsnewswire
@matiere
@khai_dil
@davidjones720
@prpnews
@politicalhedge
@lado_mx
@rachel_mcrea
@abscbnnews

Top Tweeters in G4:
@sharneal
@debrammason1
@ambinc1
@princessbibirf_
@bbusa617
@shirleyringuet5
@connnutmeg
@superyayadize
@tia6sc
@baalter

Top Tweeters in G5:
@americanair
@british_airways
@threadreaderapp
@lucysullivan888
@davealvord164
@mkues65
@s_total_s2
@infobae
@guardian
@votezpoisson

Top Tweeters in G6:
@reporteni
@estigiaed
@gabymenta
@javijimenezl
@vilmapooh
@marisoljimenezm
@juanjo3800
@irismarfernndez
@tribilintoby
@brujomentiroso

Top Tweeters in G7:
@missb62
@tomthunkitsmind
@dichristine
@souljahsingh
@joefreedomlove
@tacobell
@seekingalpha
@roswellstalkfm
@vedehimajumdar
@zeeshan_shah_dc

Top Tweeters in G8:
@cipherequality
@peacefmonline
@citi973
@kedem2134
@hesnanayaw
@kafuimodrizzy
@simplemacsmith
@ameyaw112
@joe_cavani2
@ebonyboy9ja

Top Tweeters in G9:
@rashidaldosari
@eggry
@diegodelunamx
@ryukyuasagao
@business
@reuters
@canisgallicus
@glynmoody
@turfline
@burcham_don

Top Tweeters in G10:
@myfavoritescene
@westinghouse565
@kokusizu2
@avalon1982
@innocent_zero
@hisakichee
@rainasu
@mio_sng
@dal_ton3
@romaspqr


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