from the coronavirus, Twitter, 4/13/2020 2:23:22 AM, 224910
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from the coronavirus_2020-04-12_12-20-49.xlsx
from the coronavirus_2020-04-12_12-20-49.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 13, 2020
Short Description:
from the coronavirus via NodeXL https://bit.ly/2VnvJhj
@nytimes
@realdonaldtrump
@billmaher
@jsolomonreports
@piersmorgan
@richardgrenell
@chrisren1701
@chadloder
@russellberman
@who

Top hashtags:
#coronavirus
#covid19
#stayhome
#eastersunday
#covidー19
#covid

Description:
Description
The graph represents a network of 19,361 Twitter users whose recent tweets contained "from the coronavirus", 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, 12 April 2020 at 19:52 UTC.

The tweets in the network were tweeted over the 1-hour, 11-minute period from Sunday, 12 April 2020 at 18:09 UTC to Sunday, 12 April 2020 at 19:21 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 : 19361
Unique Edges : 21452
Edges With Duplicates : 1222
Total Edges : 22674
Number of Edge Types : 5
Mentions : 1998
Retweet : 13736
MentionsInRetweet : 3391
Replies to : 1184
Tweet : 2365
Self-Loops : 2418
Reciprocated Vertex Pair Ratio : 0.000452511438483584
Reciprocated Edge Ratio : 0.000904613528997889
Connected Components : 2047
Single-Vertex Connected Components : 705
Maximum Vertices in a Connected Component : 13586
Maximum Edges in a Connected Component : 16750
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.416071
Graph Density : 5.30855460047697E-05
Modularity : 0.870819
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 19,361 Twitter users whose recent tweets contained "from the coronavirus", 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, 12 April 2020 at 19:52 UTC.

The tweets in the network were tweeted over the 1-hour, 11-minute period from Sunday, 12 April 2020 at 18:09 UTC to Sunday, 12 April 2020 at 19:21 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 : from the coronavirus
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:
[748] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning#.XpNJfcBVm7s.twitter
[327] https://www.usatoday.com/story/opinion/2020/04/07/time-put-china-lockdown-dishonesty-amid-coronavirus-pandemic-crisis-column/2954433001/
[40] https://www.foxnews.com/us/california-detective-died-from-the-coronavirus-after-twice-being-denied-a-test-for-virus
[21] https://www.thedailybeast.com/laura-ingraham-wants-to-give-you-the-freedom-to-die-from-coronavirus?via=ios
[18] https://subscribe.theepochtimes.com/p/?page=mobile
[15] https://www.newyorker.com/news/letter-from-trumps-washington/the-coronavirus-and-how-the-united-states-ended-up-with-nurses-wearing-garbage-bags
[14] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning
[12] https://trib.al/Og2D3yE
[12] https://www.dailymail.co.uk/news/article-8211291/U-S-government-gave-3-7million-grant-Wuhan-lab-experimented-coronavirus-source-bats.html
[11] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-trump-response.html

Top URLs in Tweet in G1:
[1] https://tweetedtimes.com/v/11243?s=tnp

Top URLs in Tweet in G2:
[6] https://twitter.com/MFreeman_ATASED/status/1249383317243232256?s=20
[5] https://www.nytimes.com/2020/04/12/opinion/cdc-coronavirus.html
[3] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-trump-response.html
[3] https://www.mlive.com/public-interest/2020/04/running-out-of-body-bags-people-dying-in-the-hallway-coronavirus-has-michigan-hospital-workers-at-a-breaking-point.html?utm_campaign=wp_the_daily_202&utm_medium=email&utm_source=newsletter&wpisrc=nl_daily202
[3] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning#.XpNJfcBVm7s.twitter
[3] https://www.nytimes.com/2020/04/04/us/coronavirus-china-travel-restrictions.html
[3] https://thehill.com/policy/healthcare/491949-new-york-coronavirus-outbreak-came-from-europe-studies-show
[3] https://www.newyorker.com/news/letter-from-trumps-washington/the-coronavirus-and-how-the-united-states-ended-up-with-nurses-wearing-garbage-bags
[3] https://www.wsj.com/articles/u-s-tariffs-hamper-imports-of-sanitizer-disinfectants-11586683800
[2] https://trib.al/cE4jNax

Top URLs in Tweet in G3:
[661] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning#.XpNJfcBVm7s.twitter
[2] https://www.foxnews.com/us/california-detective-died-from-the-coronavirus-after-twice-being-denied-a-test-for-virus
[2] https://www.usatoday.com/story/opinion/2020/04/07/time-put-china-lockdown-dishonesty-amid-coronavirus-pandemic-crisis-column/2954433001/
[2] https://www.thegatewaypundit.com/2020/04/boris-johnson-released-hospital-miracle-cure-coronavirus-media-wont-report-healed/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.dailymail.co.uk/news/article-8210035/Scientists-say-coronavirus-spread-13-FEET-sufferers.html?ito=social-twitter_mailonline
[2] https://www.npr.org/2020/01/23/798789671/chinese-authorities-begin-quarantine-of-wuhan-city-as-coronavirus-cases-multiply
[2] https://www.thegatewaypundit.com/2020/04/troubling-statistic-least-2246-americans-died-nursing-homes-coronavirus-us/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.judicialwatch.org/press-releases/judicial-watch-house-lawyers-for-adam-schiff-assert-privilege-over-schiff-subpoenas-of-impeachment-phone-records/?utm_source=twitter&utm_medium=social&utm_campaign=press_release
[1] https://www.foxnews.com/opinion/coronavirus-timeline-facts-who-errors-deroy-murdock?utm_source=dlvr.it&utm_medium=twitter
[1] https://nypost.com/2020/04/12/93-year-olds-plea-for-more-beer-during-coronavirus-lockdowns-goes-viral/?utm_campaign=iosapp&utm_source=twitter_app

Top URLs in Tweet in G4:
[24] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning#.XpNJfcBVm7s.twitter
[6] https://www.usatoday.com/story/opinion/2020/04/07/time-put-china-lockdown-dishonesty-amid-coronavirus-pandemic-crisis-column/2954433001/
[3] https://www.foxnews.com/us/california-detective-died-from-the-coronavirus-after-twice-being-denied-a-test-for-virus
[3] https://www.washingtonpost.com/health/2020/04/10/contact-tracing-coronavirus-strategy/
[2] https://act.demandprogress.org/sign/vote-by-mail-november/?source=tt
[2] https://secure.anedot.com/the-lincoln-project/cd8ca55565be720f65d3d
[2] https://trib.al/CTlpVxO
[2] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-trump-response.html
[1] https://www.dailymail.co.uk/news/article-8208397/Sweden-sees-just-77-new-deaths-coronavirus.html
[1] https://www.newsbreak.com/news/0OjJDeQW/coronavirus-news-long-island-doctors-embrace-combination-drug-therapy-in-fighting-covid-19?s=oldSite&ss=a2

Top URLs in Tweet in G5:
[21] https://www.foxnews.com/us/california-detective-died-from-the-coronavirus-after-twice-being-denied-a-test-for-virus
[14] https://subscribe.theepochtimes.com/p/?page=mobile
[5] https://twitter.com/i/events/1219057585707315201
[4] https://www.abc.net.au/news/2020-04-13/the-goodies-star-tim-brooke-taylor-dies-at-79-due-to-coronavirus/12143776
[4] https://www.theguardian.com/commentisfree/2020/apr/12/uk-coronavirus-deaths-preventable-government-account
[4] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning
[4] https://m.theepochtimes.com/dr-fauci-china-misled-the-world-virus-erupted-in-mid-december_3308635.html?v=ul
[4] https://www.theepochtimes.com/dr-fauci-china-misled-the-world-virus-erupted-in-mid-december_3308635.html
[3] https://www.dailymail.co.uk/news/article-8211291/U-S-government-gave-3-7million-grant-Wuhan-lab-experimented-coronavirus-source-bats.html
[3] https://www.thetimes.co.uk/article/coronavirus-red-tape-prevents-foreign-doctors-stranded-in-the-uk-from-helping-the-nhs-50bpxw20j

Top URLs in Tweet in G6:
[1] https://www.thenation.com/article/economy/layoffs-jobs-payroll-coronavirus/
[1] https://www.thenation.com/article/economy/jubilee-cancellation-debt-coronavirus/
[1] https://www.bbc.com/news/av/world-middle-east-52161089/coronavirus-gaza-has-no-resources-to-fight-this-virus
[1] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-red-dawn-emails-trump.html
[1] https://www.telegraph.co.uk/politics/2020/03/06/firmly-calmly-uk-leading-europe-fight-against-coronavirus/
[1] https://www.nytimes.com/video/opinion/100000007076660/coronavirus-hot-zone.html?smid=tw-share
[1] https://marginalrevolution.com/marginalrevolution/2020/03/from-a-scientist-coronavirus-pictures-to-ponder.html
[1] https://www.politico.eu/article/how-to-evade-ai-facial-recognition-surveillance/

Top URLs in Tweet in G7:
[3] https://www.cnn.com/2020/04/12/uk/boris-johnson-coronavirus-discharged-from-hospital-intl-gbr/index.html
[2] https://news.sky.com/story/coronavirus-government-close-to-lies-over-coronavirus-deaths-warns-expert-11972083
[1] https://twitter.com/MJSowerby/status/1249409612308197376
[1] https://www.mirror.co.uk/news/uk-news/proud-hospital-matron-who-posed-21852660?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.theguardian.com/world/live/2020/apr/11/coronavirus-uk-live-matt-hancock-under-fire-over-ppe-comments-live-updates
[1] https://metro.co.uk/2020/04/10/coronavirus-mutated-three-distinct-strains-spread-across-world-12536852/?ITO=squid&ito=twitter
[1] https://bylinetimes.com/2020/04/11/a-national-scandal-a-timeline-of-the-uk-governments-woeful-response-to-the-coronavirus-crisis/
[1] https://uk.reuters.com/article/uk-health-coronavirus-britain/in-video-message-johnson-says-medics-saved-his-life-idUKKCN21U07A
[1] https://www.ft.com/coronavirus-latest

Top URLs in Tweet in G8:
[2] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-uk-news-death-toll-boris-johnson-lockdown-extended/
[2] https://trib.al/FHsalPF
[2] https://news.sky.com/story/coronavirus-boris-johnson-out-of-hospital-but-wont-yet-be-returning-to-work-says-downing-street-11972310
[1] https://www.dailymail.co.uk/news/article-8211775/Boris-Johnsons-half-brother-Max-slams-coronavirus-care-Downing-Street-shambles.html
[1] https://twitter.com/peston/status/1236739529303830530
[1] https://www.theguardian.com/world/2020/apr/12/its-beyond-frustrating-medics-trained-overseas-barred-from-uk-frontline
[1] https://www.thesun.co.uk/news/11380147/lift-coronavirus-lockdown-debate/
[1] https://www.thetimes.co.uk/article/coronavirus-red-tape-prevents-foreign-doctors-stranded-in-the-uk-from-helping-the-nhs-50bpxw20j
[1] https://www.mirror.co.uk/news/uk-news/proud-hospital-matron-who-posed-21852660?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fcoronavirus%2Ddeaths%2Deurope%2Duk%5Fuk%5F5e92dcc0c5b6765e956295b7%3Fncid%3Dother%5Fwhatsapp%5Fcatgqis0hqm%26utm%5Fcampaign%3Dshare%5Fwhatsapp&gcrumb=dMpRt_w=

Top URLs in Tweet in G9:
[36] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning#.XpNJfcBVm7s.twitter
[2] https://abc7ny.com/health/nj-cop-who-was-father-of-2-dies-from-covid-19-complications/6097487/
[1] https://www.thegatewaypundit.com/2020/04/cant-operate-hysteria-dr-carson-says-98-percent-coronavirus-infected-will-recove/
[1] https://www.westernjournal.com/report-trump-setting-second-task-force-one-focused-reopening-economy/
[1] https://nypost.com/2020/04/11/trump-thanks-clinton-official-who-praised-his-coronavirus-economic-plan/
[1] https://meaww.com/wuhan-lab-studied-coronavirus-bats-cave-yunnan-us-sars-covid-19-virus-deadly-humans-5-years
[1] https://twitter.com/HuXijin_GT/status/1248109464005140480
[1] http://www.msn.com/en-ca/news/canada/ontario-reports-401-new-coronavirus-cases-including-21-deaths-as-total-cases-top-7000/ar-BB12wkLp?ocid=st2
[1] https://justthenews.com/politics-policy/coronavirus/fauci-says-us-given-inaccurate-information-about-virus-right-beginning
[1] https://www.facebook.com/BillRitterABC7/videos/2534455033475327/?__xts__[0]=68.ARA2i4BimIwmhFbklxKyxwHWEovr6o67p6e1h8jn_1PCGJN2BU9xJsEScGoVOzqTx69MsNPhxfHKJKI6Mahz9n2dk7W_mmnJV8BK16gom5X_bZfmrTplF3Oj59_SuZEY4pFxKr1UYjQ7t6wiWcg7yR7WWq12T7sJwCh25-lWUSBqKdF27fVCV8NzHjstG70FOzPtP5MJnvzQ8UvO86f8SwS91C0V40hkyExa3EiXF9j6clbHePVjmlacEPTVCcYw5Npuvribbj5bKhuQsjp9lHJ-VyU0kGKuIauXIBX2YnARTXLmtXNOL8W-pUpzKBFO9cD_KIG--mUc74yB3q0&__tn__=-R

Top URLs in Tweet in G10:
[2] https://www.theatlantic.com/politics/archive/2020/04/coronavirus-san-francisco-london-breed/609808/
[1] https://www.rollingstone.com/politics/politics-features/trump-president-coronavirus-plague-982150/
[1] https://apnews.com/6a8f85aad99607f313cca6ab1398e04d
[1] https://www.wsj.com/articles/coronavirus-conundrum-it-hits-some-hard-others-hardly-at-all-11586613611
[1] https://www.nbcbayarea.com/news/coronavirus/virus-infects-navajo-nation-as-cases-rise-17/2271461/?_osource=SocialFlowTwt_BAYBrand
[1] https://www.nbcbayarea.com/news/national-international/pope-celebrates-easter-sorrow-coronavirus-alone/2271539/?_osource=SocialFlowTwt_BAYBrand
[1] https://foreignpolicy.com/2020/04/08/start-up-crash-reveals-china-post-coronavirus-economy-luckin-coffee-fraud/
[1] https://www.washingtonpost.com/politics/as-feds-play-backup-states-take-unorthodox-steps-to-compete-in-cutthroat-global-market-for-coronavirus-supplies/2020/04/11/609b5d84-7a70-11ea-a130-df573469f094_story.html
[1] https://abc7news.com/food/central-valley-farm-workers-practice-social-distancing-as-they-continue-work-in-fields/6097636/
[1] https://trib.al/RkEByPJ

Top Domains
Top Domains in Tweet in Entire Graph:
[770] justthenews.com
[341] usatoday.com
[186] twitter.com
[159] nytimes.com
[140] co.uk
[121] trib.al
[72] theguardian.com
[67] youtube.com
[60] cnn.com
[56] foxnews.com

Top Domains in Tweet in G1:
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[51] nytimes.com
[31] trib.al
[13] twitter.com
[6] newyorker.com
[4] cdc.gov
[4] nydailynews.com
[4] usatoday.com
[4] thehill.com
[4] washingtonpost.com
[3] cnn.com

Top Domains in Tweet in G3:
[662] justthenews.com
[5] co.uk
[4] foxnews.com
[4] usatoday.com
[4] thegatewaypundit.com
[2] npr.org
[2] twitter.com
[1] judicialwatch.org
[1] nypost.com
[1] conservativefighters.com

Top Domains in Tweet in G4:
[24] justthenews.com
[7] usatoday.com
[6] twitter.com
[5] washingtonpost.com
[4] foxnews.com
[4] nytimes.com
[3] demandprogress.org
[3] co.uk
[2] anedot.com
[2] thedailybeast.com

Top Domains in Tweet in G5:
[39] twitter.com
[28] co.uk
[28] theepochtimes.com
[23] foxnews.com
[22] nytimes.com
[20] theguardian.com
[16] cnn.com
[15] instagram.com
[11] youtube.com
[10] thegatewaypundit.com

Top Domains in Tweet in G6:
[2] thenation.com
[2] nytimes.com
[1] bbc.com
[1] co.uk
[1] marginalrevolution.com
[1] politico.eu

Top Domains in Tweet in G7:
[3] cnn.com
[2] co.uk
[2] sky.com
[1] twitter.com
[1] theguardian.com
[1] bylinetimes.com
[1] reuters.com
[1] ft.com

Top Domains in Tweet in G8:
[14] co.uk
[3] twitter.com
[3] theguardian.com
[3] sky.com
[3] trib.al
[1] aljazeera.com
[1] blogspot.com
[1] cnn.com
[1] itv.com

Top Domains in Tweet in G9:
[37] justthenews.com
[2] abc7ny.com
[1] thegatewaypundit.com
[1] westernjournal.com
[1] nypost.com
[1] meaww.com
[1] twitter.com
[1] msn.com
[1] facebook.com

Top Domains in Tweet in G10:
[7] trib.al
[3] washingtonpost.com
[3] theatlantic.com
[2] nbcbayarea.com
[2] thestar.com
[2] twitter.com
[1] rollingstone.com
[1] apnews.com
[1] wsj.com
[1] foreignpolicy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2297] coronavirus
[813] covid19
[103] stayhome
[85] eastersunday
[70] covidー19
[56] covid
[56] covid_19
[52] china
[42] easter
[40] covid19inturkeysprisons



Top Hashtags in Tweet in G1:
[6] coronavirus
[1] wetmarkets
[1] we
[1] italy
[1] eu
[1] covid19

Top Hashtags in Tweet in G2:
[61] covid19
[40] coronavirus
[30] takebreaks
[5] ccp
[3] readdawnemails
[3] covid19response
[3] covid
[2] ebola
[2] chriswallace
[2] wuhangate

Top Hashtags in Tweet in G3:
[5] coronavirus
[4] covid19
[3] saudiarabia
[2] china
[2] easter2020
[2] covid
[1] fauci
[1] who
[1] prc
[1] wuhan

Top Hashtags in Tweet in G4:
[80] coronavirus
[5] covid19
[5] msm
[4] covidー19
[3] trump
[2] falseflagpandemic
[2] unfittobepresident
[2] imnotresponsible
[2] hydroxychloroquine
[2] trumpgenocide

Top Hashtags in Tweet in G5:
[168] coronavirus
[62] covid19
[14] covid_19
[11] easter
[10] stayhome
[9] freeourprisoners
[9] liberatepalestinianprisoners
[8] lockdown
[8] pandemic
[7] covid__19

Top Hashtags in Tweet in G6:
[12] covid19
[1] coronaviruspandemic
[1] coronavirus
[1] defundgazablockade

Top Hashtags in Tweet in G7:
[483] coronavirus
[3] covid19
[1] lockdown
[1] ftfreetoread
[1] china

Top Hashtags in Tweet in G8:
[14] covid19
[13] nhs
[13] coronavirus
[1] lockdowneaster
[1] torydoublestandards
[1] telegraphandroid
[1] coronavirusuk
[1] covid__19
[1] brexit
[1] torygenocide

Top Hashtags in Tweet in G9:
[4] coronavirus
[2] covid__19
[2] covidー19

Top Hashtags in Tweet in G10:
[14] maximumcity
[14] mumbaikars
[5] coronavirus
[3] covid__19
[2] covid19
[1] covid_19
[1] eastersunday
[1] easter
[1] bestcm
[1] mumbailockdown

Top Words
Top Words in Tweet in Entire Graph:
[14076] Words in Sentiment List#1: Positive
[28628] Words in Sentiment List#2: Negative
[111] Words in Sentiment List#3: Angry/Violent
[618295] Non-categorized Words
[661002] Total Words
[10178] coronavirus
[4549] #coronavirus
[3750] people
[2529] china
[2525] world

Top Words in Tweet in G1:
[1103] one
[1096] china
[1096] #coronavirus
[1092] dictatorship
[1092] decades
[1092] enforced
[1092] child
[1092] family
[1092] policy
[1092] under

Top Words in Tweet in G2:
[520] coronavirus
[309] trump
[255] emails
[247] people
[215] nytimes
[214] data
[197] administration
[169] response
[165] card
[158] slow

Top Words in Tweet in G3:
[712] right
[688] fauci
[685] beginning
[678] virus
[663] information
[662] wrong
[661] given
[156] coronavirus
[75] deaths
[74] ny

Top Words in Tweet in G4:
[904] trump
[754] president
[733] going
[728] impeaching
[625] realdonaldtrump
[618] coronavirus
[432] right
[431] virus
[427] back
[425] people

Top Words in Tweet in G5:
[425] coronavirus
[171] #coronavirus
[91] people
[89] virus
[76] more
[68] 19
[67] covid
[63] #covid19
[62] died
[57] being

Top Words in Tweet in G6:
[664] coronavirus
[656] world
[650] more
[644] revealed
[644] without
[643] 40
[643] work
[643] home
[643] falling
[643] apart

Top Words in Tweet in G7:
[562] #coronavirus
[556] people
[527] uk
[480] tenth
[480] shambles
[475] deaths
[469] strategy
[468] still
[467] trying
[466] world's

Top Words in Tweet in G8:
[895] uk
[718] doctors
[710] offer
[710] help
[537] coronavirus
[417] country
[411] hospital
[382] nhs
[364] home
[361] rejected

Top Words in Tweet in G9:
[607] coronavirus
[576] people
[569] world
[568] hear
[566] caused
[566] spiritual
[566] awakening
[566] friends
[566] around
[566] feel

Top Words in Tweet in G10:
[308] under
[304] city
[304] control
[300] covid
[300] 19
[297] keep
[296] didn
[295] mayor
[294] dense
[294] san

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1110] close,down
[1108] dictatorship,decades
[1108] decades,enforced
[1108] enforced,one
[1108] one,child
[1108] child,family
[1108] family,policy
[1108] policy,under
[1108] under,penalty
[1108] penalty,forced

Top Word Pairs in Tweet in G1:
[1092] dictatorship,decades
[1092] decades,enforced
[1092] enforced,one
[1092] one,child
[1092] child,family
[1092] family,policy
[1092] policy,under
[1092] under,penalty
[1092] penalty,forced
[1092] forced,sterilization

Top Word Pairs in Tweet in G2:
[187] trump,administration
[150] administration,slow
[150] slow,response
[150] response,coronavirus
[134] infectious,disease
[127] red,dawn
[127] dawn,emails
[125] emails,capture
[125] capture,extraordinary
[125] extraordinary,conversations

Top Word Pairs in Tweet in G3:
[683] right,beginning
[661] fauci,given
[661] given,wrong
[661] wrong,information
[661] information,virus
[661] virus,right
[37] ny,accounts
[37] accounts,40
[37] 40,reported
[37] reported,covid

Top Word Pairs in Tweet in G4:
[379] chinese,virus
[372] president,trump
[371] mr,president
[364] busy,impeaching
[364] impeaching,president
[364] reason,ve
[364] ve,focused
[364] focused,impeaching
[364] impeaching,chinese
[364] virus,coming

Top Word Pairs in Tweet in G5:
[62] covid,19
[28] died,coronavirus
[24] coronavirus,pandemic
[22] california,detective
[22] detective,died
[22] coronavirus,twice
[22] twice,being
[22] being,denied
[22] denied,test
[22] test,virus

Top Word Pairs in Tweet in G6:
[643] coronavirus,revealed
[643] revealed,40
[643] 40,work
[643] work,home
[643] home,without
[643] without,world
[643] world,falling
[643] falling,apart
[643] apart,60
[643] 60,honestly

Top Word Pairs in Tweet in G7:
[466] tenth,world's
[466] world's,#coronavirus
[466] #coronavirus,deaths
[466] deaths,uk
[466] uk,people
[466] people,still
[466] still,trying
[466] trying,defend
[466] defend,govt's
[466] govt's,strategy

Top Word Pairs in Tweet in G8:
[355] update,uk
[355] uk,rejects
[355] rejects,offer
[355] offer,21
[355] 21,sudanese
[355] sudanese,hospital
[355] hospital,doctors
[355] doctors,help
[355] help,country
[355] country,coronavirus

Top Word Pairs in Tweet in G9:
[566] coronavirus,caused
[566] caused,spiritual
[566] spiritual,awakening
[566] awakening,hear
[566] hear,friends
[566] friends,people
[566] people,around
[566] around,world
[566] world,feel
[566] feel,god

Top Word Pairs in Tweet in G10:
[304] under,control
[300] covid,19
[294] city,dense
[294] dense,san
[294] san,francisco
[294] francisco,keep
[294] keep,covid
[294] 19,under
[294] control,mayor
[294] mayor,didn

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@seanhannity
@amuse
@foxnewssunday
@dorset_eye
@pvtjokerus
@real_defender
@gatewaypundit
@kylie_oneil75
@borisjohnson

Top Replied-To in G1:
@billmaher
@alex02671079
@djack_journo

Top Replied-To in G2:
@realdonaldtrump
@seanhannity
@foxnewssunday
@maggienyt
@ericliptonnyt
@danrather
@abc
@thehill
@shashitharoor
@dineshdsouza

Top Replied-To in G3:
@catturd2
@thepolitichicks
@realdonaldtrump
@jsolomonreports

Top Replied-To in G4:
@realdonaldtrump
@real_defender
@thehill
@briankarem
@17patriothoney
@sikntw1st3d
@bbloss31
@truthismaster
@rossbarkan
@steph93065

Top Replied-To in G5:

Top Replied-To in G6:
@flaco_326
@dale116dot7

Top Replied-To in G7:
@matthaig1
@cathynewman
@piersmorgan
@bbcvickiyoung
@marcoelnutto
@bethanyusher
@paulvittles

Top Replied-To in G8:
@iromg
@nicktolhurst
@jamesmelville
@richardburgon

Top Replied-To in G9:
@huxijin_gt

Top Replied-To in G10:
@govlarryhogan

Top Mentioned
Top Mentioned in Entire Graph:
@russellberman
@nytimes
@realdonaldtrump
@albertonardelli
@patel4witham
@sarahkopit
@johnshopkins
@who
@doctorshaib
@alexwickham

Top Mentioned in G1:
@radiosavana
@billmaher
@scullyrussel
@luiscalil
@transfigurati0n
@michaelshermer

Top Mentioned in G2:
@nytimes
@joebiden
@cdcgov
@potus
@nickkristof
@maggienyt
@realdonaldtrump
@nytmag
@washingtonpost
@drtomfrieden

Top Mentioned in G3:
@judicialwatch
@mailonline
@dbongino
@nytimes
@realdonaldtrump
@brettdschaefer
@kakutani_y
@sentomcotton
@tomfitton
@t_inglesby

Top Mentioned in G4:
@realdonaldtrump
@foxnews
@ingrahamangle
@projectlincoln
@senschumer
@whitehouse
@chrisjzullo
@speakerpelosi
@gtconway3d
@reedgalen

Top Mentioned in G5:
@rhotwire
@infosechotspot
@trafficalertuk
@mmc_global
@breakingboom1
@alexschmolling2
@moltomgym
@alerttrade

Top Mentioned in G6:
@stephanfaris
@tball
@tylercowen
@repjayapal
@sethabramson
@nytimes
@nickkristof
@nytvideo

Top Mentioned in G7:
@doctorshaib
@channel4news
@albertonardelli
@kimsussex3
@metrouk
@piersmorgan
@pickardje
@simonjones2019
@londoner_007

Top Mentioned in G8:
@telegraph
@peston
@asabenn
@bbcnews
@bbclaurak
@thesun
@dailymailuk
@albertonardelli
@anneliesedodds
@ajenglish

Top Mentioned in G9:
@realdonaldtrump
@nytimes
@abc7ny
@judicialwatch
@nassauexecutive

Top Mentioned in G10:
@russellberman
@officeofut
@mattgertz
@sociologytheory
@nytimes
@markwbrodie
@matthewcasey3
@simonmoyasmith
@johnghendy
@lmower3

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@tesco
@alerttrade
@marcodacostafx
@phildecarolis
@united
@lopezgovlaw
@monicasloves
@joefreedomlove

Top Tweeters in G1:
@nascarnac
@lyndag1963
@esferaceleste
@raisinaseries
@fieldroamer
@milick74
@skepticalhusky
@mlas
@bassaces1
@scottgtweets

Top Tweeters in G2:
@lechatnoire4
@_silversmith
@riskyliberal
@sendcats
@antarianrani
@melissajpeltier
@alaskarebel
@beverlynotmypre
@nytimes
@raypride

Top Tweeters in G3:
@joefreedomlove
@israelnewslinks
@mkues65
@primal_digest
@sofiegeorge
@connnutmeg
@wsuionline_
@cheri_kentucky
@60sreno
@maryosb36485285

Top Tweeters in G4:
@thehill
@cipherequality
@girlzinger
@rafaelgil251051
@nickasavet
@justonepatriot
@pauldramone
@foxnews
@annaapp91838450
@bryan700

Top Tweeters in G5:
@alerttrade
@pairsonnalitesn
@shoutgracegrace
@usrealitycheck
@owlwoman911_
@analyticaglobal
@indecardio
@chronlaw
@ericsteelelive
@kmontenegro

Top Tweeters in G6:
@rjber15
@firefire100
@book___whore
@debeauxos1
@anoldlefty
@dwavy
@theresaschroe14
@b0nb0n__
@tan_meleon
@canrugger

Top Tweeters in G7:
@bliadhnaichean
@floochowsky
@julie34479
@beamabeorg
@metrouk
@paddy_mckeanefc
@gordon1000
@mrichalan
@kingmark1st
@davidheadviews

Top Tweeters in G8:
@ericdemarylebon
@paxnostrum
@paulstewartii
@scott1984fp
@thesun
@andym6769
@vg123e
@bbcnews
@ayshamoolla
@telegraph

Top Tweeters in G9:
@saminhim
@nvehecnycrrcom1
@laurelcatherine
@kellydetoni
@trumptrainonly
@sasky1959
@1portabella
@tullyframe
@cjsienna55
@abc7ny

Top Tweeters in G10:
@russelltim151
@mayirmamay14
@sueleugers
@jameskthompson1
@manson_marina
@grannynannynews
@leighlike1234
@srauer20
@adekleine
@lillylyle


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