CDC, Twitter, 3/10/2020 3:57:47 AM, 222661


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CDC_2020-03-09_11-31-19.xlsx
CDC_2020-03-09_11-31-19.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 10, 2020
Short Description:
CDC via NodeXL http://bit.ly/2VXg2iQ
@maddow
@realdonaldtrump
@cdcgov
@presssec
@pappiness
@chrismurphyct
@new_narrative
@valley_bob
@joshtpm
@repspeier

Top hashtags:
#covid19
#coronavirus
#cdc
#flu
#fluview
#covid2019
#coronavirusoutbreak
#takeitdown
#icanvcdc

Description:
Description
The graph represents a network of 18,421 Twitter users whose recent tweets contained "CDC", 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 Monday, 09 March 2020 at 21:31 UTC.

The tweets in the network were tweeted over the 1-hour, 17-minute period from Monday, 09 March 2020 at 17:19 UTC to Monday, 09 March 2020 at 18:36 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 : 18421
Unique Edges : 22906
Edges With Duplicates : 2542
Total Edges : 25448
Number of Edge Types : 5
Tweet : 1819
Replies to : 3539
Retweet : 12803
MentionsInRetweet : 3315
Mentions : 3972
Self-Loops : 1854
Reciprocated Vertex Pair Ratio : 0.00377205981409134
Reciprocated Edge Ratio : 0.00751576969534291
Connected Components : 1680
Single-Vertex Connected Components : 739
Maximum Vertices in a Connected Component : 14573
Maximum Edges in a Connected Component : 21527
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.626933
Graph Density : 6.58768750507272E-05
Modularity : 0.76795
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 18,421 Twitter users whose recent tweets contained "CDC", 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 Monday, 09 March 2020 at 21:31 UTC.

The tweets in the network were tweeted over the 1-hour, 17-minute period from Monday, 09 March 2020 at 17:19 UTC to Monday, 09 March 2020 at 18:36 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 : CDC
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:
[208] https://www.cdc.gov/coronavirus/2019-ncov/cases-in-us.html
[73] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/
[66] https://www.dailywire.com/news/cdc-20000-deaths-this-season-from-flu/
[61] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[48] https://thehill.com/policy/healthcare/486645-cdc-americans-over-60-should-stock-up-on-supplies-avoid-crowds
[47] https://www.rollingstone.com/politics/politics-news/trump-overruled-health-officials-warning-elderly-not-to-fly-964230/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=964230
[43] https://www.cnn.com/2020/03/09/politics/trump-cdc-coronavirus/index.html
[42] https://www.cnn.com/2020/03/09/politics/cdc-policy-test-kits-coronavirus/index.html
[34] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[31] https://crooksandliars.com/2020/03/trump-glad-hands-entire-rope-line-after

Top URLs in Tweet in G1:
[8] https://edition.cnn.com/2020/03/09/politics/cdc-policy-test-kits-coronavirus/index.html
[2] https://apnews.com/921ad7f1f08d7634bf681ba785faf269
[2] https://www.sunjournal.com/2020/03/08/maine-cdc-getting-more-requests-for-coronavirus-tests/?utm_content=buffer68bad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://wwwnc.cdc.gov/travel/page/covid-19-cruise-ship?deliveryName=USCDC_2067-DM21539
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-in-us.html
[2] https://thehill.com/policy/healthcare/486586-airlines-threatened-with-fines-if-they-dont-provide-foreign-passenger-data
[2] https://apple.news/AqhFpkd9LTQ2gnkmOMxXtig
[1] https://www.politico.com/news/2020/03/07/trump-coronavirus-management-style-123465
[1] https://www.cnn.com/asia/live-news/coronavirus-outbreak-03-08-20-intl-hnk/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/index.html

Top URLs in Tweet in G2:
[30] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[13] https://www.cdc.gov/coronavirus/2019-ncov/specific-groups/high-risk-complications.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/community/home/get-your-household-ready-for-COVID-19.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/cases-in-us.html
[9] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[6] https://www.youtube.com/watch?v=sCckUQgbyd8&feature=youtu.be

[5] https://www.cdc.gov/flu/about/burden/preliminary-in-season-estimates.htm
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/index.html
[4] https://www.cnn.com/2020/03/08/health/coronavirus-nursing-homes-frieden-analysis/index.html
[4] https://emergency.cdc.gov/han/2020/han00429.asp

Top URLs in Tweet in G3:
[7] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[6] https://www.cdc.gov/coronavirus/2019-ncov/cases-in-us.html
[5] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/
[3] https://fortune.com/2020/02/26/coronavirus-covid-19-cdc-budget-cuts-us-trump/
[3] https://www.politico.com/news/2020/03/09/donald-trump-obama-fake-news-tweets-124320
[3] https://www.washingtonpost.com/politics/2020/03/08/after-stopping-cdc-his-way-mar-a-lago-trump-heads-golf-course-two-days-row/
[3] https://www.cnn.com/2020/03/09/politics/cdc-policy-test-kits-coronavirus/index.html
[3] https://www.snopes.com/fact-check/trump-cut-cdc-budget/
[2] https://www.globaltimes.cn/content/1177725.shtml
[2] https://www.foxnews.com/health/cdc-flu-killed-20k-americans-children

Top URLs in Tweet in G4:
[13] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/
[8] https://www.lewrockwell.com/2020/03/no_author/cdc-admits-in-federal-court-they-have-no-evidence-vaccines-dont-cause-autism/
[7] https://trib.al/o4IM9L2
[6] https://www.politico.com/news/2020/03/08/cdc-warns-plane-trips-cruises-coronavirus-124153
[6] https://www.icandecide.org/ican_lawsuits/stipulated-order-proving-cdc-has-no-studies-to-support-claim-that-vaccines-given-in-first-6-months-of-life-do-not-cause-autism/
[5] https://www.icandecide.org/wp-content/uploads/2020/03/ICAN-VS-CDC-LAWSUIT-PR.pdf
[4] https://www.collective-evolution.com/2020/03/08/cdc-admits-in-federal-court-they-have-no-evidence-vaccines-dont-cause-autism/
[4] https://twitter.com/HighWireTalk/status/1237038843196366848
[3] https://www.youtube.com/watch?v=xS4_jN4j-so&feature=youtu.be

[3] https://twitter.com/LiamSchubel/status/1237024091116384258

Top URLs in Tweet in G5:
[12] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/
[11] https://www.cnn.com/2020/03/09/politics/trump-cdc-coronavirus/index.html
[11] https://www.cnn.com/2020/03/09/politics/cdc-policy-test-kits-coronavirus/index.html
[9] https://twitter.com/maddow/status/1237064582717472768
[9] https://twitter.com/realdonaldtrump/status/1237027356314869761
[7] https://twitter.com/realDonaldTrump/status/1237027356314869761
[7] https://www.cdc.gov/coronavirus/2019-ncov/about/prevention-treatment.html
[7] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[7] https://www.cdc.gov/coronavirus/2019-ncov/specific-groups/high-risk-complications.html
[5] https://togetter.com/li/1478882

Top URLs in Tweet in G6:
[14] https://crooksandliars.com/2020/03/trump-glad-hands-entire-rope-line-after
[9] https://twitter.com/charlesornstein/status/1236840128930361344
[8] https://www.dailywire.com/news/cdc-20000-deaths-this-season-from-flu
[4] http://rss.cnn.com/~r/rss/cnn_allpolitics/~3/j5nMlFhpm0c/index.html
[3] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[1] https://twitter.com/b52malmet/status/1237049865307389952
[1] https://worldometers.info/
[1] https://nypost.com/2020/02/29/china-officials-knew-of-coronavirus-in-december-ordered-cover-up-report-says/
[1] https://www.fox9.com/news/flu-has-killed-20000-americans-including-136-children-so-far-this-season-cdc-says
[1] https://twitter.com/GlennKesslerWP/status/1237039549232136194

Top URLs in Tweet in G7:
[7] https://www.dailywire.com/news/cdc-20000-deaths-this-season-from-flu?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[3] https://www.hrsa.gov/sites/default/files/hrsa/vaccine-compensation/data/data-statistics-vicp.pdf
[3] https://medium.com/p/2733c273b440?source=linkShare-ecd0e4ae8132-1583778034&_branch_match_id=link-765627445139186019
[3] https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[2] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[2] https://www.fox29.com/news/flu-has-killed-20000-americans-including-136-children-so-far-this-season-cdc-says
[2] https://twitter.com/_StacheAdams/status/1237076553818832897
[2] https://www.cdc.gov/coronavirus/2019-ncov/about/prevention-treatment.html
[1] https://twitter.com/SciInsider/status/1237072946222465026
[1] https://www.cdc.gov/vaccines/pubs/pinkbook/meas.html

Top URLs in Tweet in G8:
[2] https://www.businessinsider.com/cdc-americans-over-60-stock-up-on-groceries-stay-home-2020-3
[1] https://shero.substack.com/p/update-trump-could-profit-from-coronavirus?r=1ejbr&utm_campaign=post&utm_medium=web&utm_source=copy
[1] https://shero.substack.com/p/trump-could-profit-from-coronavirus?r=1ejbr&utm_campaign=post&utm_medium=web&utm_source=copy
[1] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/#click=https://t.co/dgUUrSN5Eh
[1] https://www.washingtonpost.com/news/to-your-health/wp/2018/02/01/cdc-to-cut-by-80-percent-efforts-to-prevent-global-disease-outbreak/
[1] https://www.nytimes.com/2020/03/08/nyregion/coronavirus-newyork.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://www.alternet.org/2020/03/americas-right-wing-wanted-to-destroy-the-administrative-state-coronavirus-is-why-we-need-it/
[1] https://www.cdc.gov/flu/about/burden/index.html
[1] https://www.rollingstone.com/politics/politics-news/trump-overruled-health-officials-warning-elderly-not-to-fly-964230/
[1] https://www.businessinsider.com/coronavirus-outbreak-covid19-self-quarantine-us-safer-china-2020-3?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter

Top URLs in Tweet in G9:
[2] https://www.washingtonpost.com/politics/2020/03/08/after-stopping-cdc-his-way-mar-a-lago-trump-heads-golf-course-two-days-row/
[2] https://www.statnews.com/2020/03/09/coronavirus-spread-could-last-into-next-year-but-impact-could-be-blunted-cdc-official-says/
[1] https://twitter.com/brianschatz/status/1236080195288936453
[1] https://www.cnn.com/videos/politics/2020/03/08/sotu-jerome-adams-full.cnn
[1] https://twitter.com/atrupar/status/1236669894747398144
[1] https://twitter.com/LSeabrookWFTV/status/1237082202023890946
[1] https://www.statnews.com/2020/03/09/coronavirus-spread-could-last-into-next-year-but-impact-could-be-blunted-cdc-official-says?utm_content=buffere04ad&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://www.cdc.go.kr/board/board.es?mid=a30402000000&bid=0030
[1] https://www.nytimes.com/2020/03/07/us/politics/trump-coronavirus.html
[1] https://www.educationnext.org/closing-schools-to-slow-a-pandemic-coronavirus-covid-19-public-health/

Top URLs in Tweet in G10:
[2] https://twitter.com/realDonaldTrump/status/1237027356314869761
[1] https://trib.al/iz6i7bl
[1] https://www.livescience.com/coronavirus-cruise-ship-us-passengers-against-cdc-advice.html

Top Domains
Top Domains in Tweet in Entire Graph:
[724] cdc.gov
[430] twitter.com
[128] cnn.com
[114] washingtonpost.com
[94] businessinsider.com
[86] dailywire.com
[71] thehill.com
[54] foxnews.com
[52] rollingstone.com
[51] trib.al

Top Domains in Tweet in G1:
[11] cnn.com
[10] cdc.gov
[5] twitter.com
[3] apnews.com
[3] apple.news
[2] politico.com
[2] sunjournal.com
[2] thehill.com
[1] nola.com
[1] thenevadaindependent.com

Top Domains in Tweet in G2:
[149] cdc.gov
[30] businessinsider.com
[25] twitter.com
[13] youtube.com
[6] trib.al
[4] cnn.com
[3] thehill.com
[3] washingtonpost.com
[2] arcgis.com
[2] rollingstone.com

Top Domains in Tweet in G3:
[24] cdc.gov
[20] twitter.com
[8] washingtonpost.com
[7] businessinsider.com
[5] fortune.com
[4] politico.com
[4] cnn.com
[4] snopes.com
[3] foxnews.com
[2] globaltimes.cn

Top Domains in Tweet in G4:
[39] twitter.com
[18] icandecide.org
[16] trib.al
[14] washingtonpost.com
[10] politico.com
[8] youtube.com
[8] cnn.com
[8] lewrockwell.com
[7] cdc.gov
[6] collective-evolution.com

Top Domains in Tweet in G5:
[128] twitter.com
[100] cdc.gov
[32] cnn.com
[18] washingtonpost.com
[12] businessinsider.com
[9] youtube.com
[8] foxnews.com
[7] thehill.com
[7] apple.news
[6] togetter.com

Top Domains in Tweet in G6:
[16] twitter.com
[14] crooksandliars.com
[9] dailywire.com
[5] cnn.com
[3] businessinsider.com
[1] worldometers.info
[1] nypost.com
[1] fox9.com
[1] foxnews.com
[1] trib.al

Top Domains in Tweet in G7:
[7] dailywire.com
[6] cdc.gov
[4] twitter.com
[3] npr.org
[3] hrsa.gov
[3] medium.com
[3] arcgis.com
[2] businessinsider.com
[2] fox29.com
[1] nbcboston.com

Top Domains in Tweet in G8:
[4] twitter.com
[3] washingtonpost.com
[3] cdc.gov
[3] businessinsider.com
[2] substack.com
[1] nytimes.com
[1] alternet.org
[1] rollingstone.com
[1] go.kr
[1] seattletimes.com

Top Domains in Tweet in G9:
[4] statnews.com
[3] twitter.com
[2] washingtonpost.com
[2] cnn.com
[2] businessinsider.com
[1] go.kr
[1] nytimes.com
[1] educationnext.org
[1] crooksandliars.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] trib.al
[1] livescience.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[747] covid19
[583] coronavirus
[349] cdc
[141] flu
[86] fluview
[63] covid2019
[62] coronavirusoutbreak
[56] takeitdown
[55] icanvcdc
[50] autism



Top Hashtags in Tweet in G1:
[4] coronavirus
[3] covid2019
[2] maine
[2] covid19
[1] trumplies
[1] trumpfirst
[1] whistleblower
[1] trumpnotfitforoffice

Top Hashtags in Tweet in G2:
[437] covid19
[132] flu
[81] fluview
[73] coronavirus
[36] cvd
[13] donttestdonttell
[10] covid2019
[9] cdc
[8] covidー19
[7] older

Top Hashtags in Tweet in G3:
[41] coronavirus
[27] impeachedtrump
[13] cdc
[10] trumpispsychotic
[9] wallstreet
[8] economy
[8] covid19
[6] trump
[6] trumpvirus
[5] nerotrump

Top Hashtags in Tweet in G4:
[171] cdc
[55] takeitdown
[55] icanvcdc
[48] ican
[47] autism
[25] doctorsspeakup
[22] vaccines
[21] coronavirus
[17] covid19
[17] proof

Top Hashtags in Tweet in G5:
[80] coronavirus
[53] cdc
[51] covid19
[23] covid2019
[14] coronavirusoutbreak
[9] who
[7] health
[6] pandemic
[6] trump
[6] covid

Top Hashtags in Tweet in G6:
[27] s
[5] coronavirus
[4] donttestdonttell
[4] covid19
[2] cdc
[2] maga
[2] christiannationalism
[1] ican
[1] christiansupremacy
[1] stockmarketcrash2020

Top Hashtags in Tweet in G7:
[8] coronavirus
[3] covid19
[1] diabetes
[1] diseasecontrol
[1] fluview
[1] flu
[1] smartnews

Top Hashtags in Tweet in G8:
[27] coronavirusoutbreak
[25] gop
[22] moronpresident
[10] trump2020
[9] covid19
[4] coronavirus
[3] cdc
[2] onevoice1
[1] cpacvirus
[1] covid2019

Top Hashtags in Tweet in G9:
[3] covid19
[2] coronavirus
[1] mediapandemic
[1] clickbait
[1] moronpresident
[1] cnnsotu

Top Hashtags in Tweet in G10:
[1] covid19
[1] mathwizard

Top Words
Top Words in Tweet in Entire Graph:
[13832] Words in Sentiment List#1: Positive
[28441] Words in Sentiment List#2: Negative
[89] Words in Sentiment List#3: Angry/Violent
[669232] Non-categorized Words
[711507] Total Words
[21049] cdc
[7466] americans
[4788] risk
[4784] experts
[4717] making

Top Words in Tweet in G1:
[7733] cdc
[3798] white
[3798] house
[3788] recommendation
[3787] americans
[3785] fly
[3780] making
[3780] official
[3780] experts
[3777] older

Top Words in Tweet in G2:
[1061] cdc
[685] #covid19
[427] health
[389] cdcgov
[359] people
[339] illness
[272] serious
[260] harder
[255] sick
[246] plan

Top Words in Tweet in G3:
[2329] million
[1744] americans
[1517] cdc
[1271] rate
[1240] death
[1209] realdonaldtrump
[1201] 10
[1123] 45
[704] flu
[602] year

Top Words in Tweet in G4:
[939] cdc
[416] vaccines
[381] autism
[291] cause
[219] studies
[207] trump
[194] #cdc
[144] claim
[126] court
[119] vaccine

Top Words in Tweet in G5:
[588] cdc
[164] coronavirus
[85] flu
[83] trump
[81] people
[80] #coronavirus
[80] 19
[76] covid
[72] health
[53] #cdc

Top Words in Tweet in G6:
[632] cdc
[541] people
[304] coronavirus
[284] presssec
[269] time
[266] need
[262] media
[261] stop
[258] looking
[257] using

Top Words in Tweet in G7:
[541] cdc
[521] over
[363] home
[354] 60
[224] coronavirus
[219] americans
[196] stock
[194] food
[193] stay
[191] medications

Top Words in Tweet in G8:
[590] cdc
[402] trump
[364] kits
[220] coronavirus
[201] test
[168] refused
[166] company
[159] pandemic
[157] stock
[157] explanation

Top Words in Tweet in G9:
[619] work
[610] markets
[326] virus
[322] trump's
[307] care
[307] weekend
[305] generally
[305] much
[305] ethic
[305] golfing

Top Words in Tweet in G10:
[1234] million
[823] 000
[823] death
[823] rate
[820] 10
[816] deaths
[814] 37
[443] cdc
[427] people
[422] americans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4671] white,house
[4456] cdc,making
[4428] fly,white
[4425] older,americans
[4418] making,recommendation
[4415] shouldn,fly
[4414] cdc,concludes
[4414] concludes,older
[4414] americans,shouldn
[4414] house,blocks

Top Word Pairs in Tweet in G1:
[3798] white,house
[3780] fly,white
[3780] cdc,making
[3780] making,recommendation
[3777] shouldn,fly
[3776] cdc,concludes
[3776] concludes,older
[3776] older,americans
[3776] americans,shouldn
[3776] house,blocks

Top Word Pairs in Tweet in G2:
[226] expanded,criteria
[187] covid,19
[146] underlying,health
[135] loved,ones
[133] immune,systems
[132] serious,illness
[131] health,conditions
[130] people,age
[130] age,immune
[130] systems,change

Top Word Pairs in Tweet in G3:
[1230] death,rate
[1166] 10,million
[1123] 45,million
[1123] million,americans
[585] each,year
[584] cdc,between
[584] million,45
[583] between,10
[583] americans,flu
[583] flu,each

Top Word Pairs in Tweet in G4:
[267] cause,autism
[200] vaccines,cause
[123] claim,vaccines
[96] federal,court
[89] #cdc,studies
[84] autism,vaccines
[83] studies,back
[81] vaccine,autism
[81] back,claim
[80] cdc,under

Top Word Pairs in Tweet in G5:
[73] covid,19
[25] stay,home
[18] over,60
[18] coronavirus,testing
[17] white,house
[15] wash,hands
[15] cdc,visit
[14] cdc,guidelines
[14] #coronavirus,#covid19
[14] testing,available

Top Word Pairs in Tweet in G6:
[257] people,need
[257] looking,cdc
[257] cdc,guidance
[256] stress,politicians
[256] politicians,media
[256] media,stop
[256] stop,using
[256] using,coronavirus
[256] coronavirus,tool
[256] tool,politicize

Top Word Pairs in Tweet in G7:
[353] over,60
[193] stock,food
[192] stay,home
[191] cdc,americans
[191] americans,over
[191] 60,stock
[191] food,medications
[191] medications,stay
[191] home,coronavirus
[191] coronavirus,spreads

Top Word Pairs in Tweet in G8:
[191] test,kits
[158] coronavirus,test
[155] company,coronavirus
[155] kits,trump
[155] trump,previously
[155] previously,owned
[155] owned,stock
[155] explanation,refused
[155] refused,kits
[155] kits,feb

Top Word Pairs in Tweet in G9:
[305] generally,care
[305] care,much
[305] much,trump's
[305] trump's,work
[305] work,ethic
[305] ethic,golfing
[305] golfing,addiction
[305] addiction,seriously
[305] seriously,man
[305] man,virus

Top Word Pairs in Tweet in G10:
[823] death,rate
[819] 10,million
[412] 45,million
[411] million,americans
[410] between,10
[410] million,45
[410] confirmed,cases
[410] million,people
[409] cdc,between
[409] americans,flu

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gop
@drpaulgosar
@drdenagrayson
@steph93065
@maddow
@cernovich
@mitchellvii
@repdougcollins
@cdcgov

Top Replied-To in G1:
@maddow
@amoneyresists
@rome8romero
@linglin1984
@sarahcwestwood
@brianscully
@allison_burnett
@queerjohnpa
@darnelldepalma1
@dukewindsor388

Top Replied-To in G2:
@cdcgov
@repdougcollins
@gopleader
@cdcflu
@profakinabayomi
@megtirrell
@nexton9news
@rmayemsinger
@drnancym_cdc
@msjesskess

Top Replied-To in G3:
@realdonaldtrump
@eugenegu
@carminesabia
@deanobeidallah
@senategop
@kylegriffin1
@ksd371
@playstrumpcard
@helenkennedy
@tedlieu

Top Replied-To in G4:
@gop
@realdonaldtrump
@highwiretalk
@msnbc
@sallykp
@jamelholley
@bgheaven
@lovereignssupr1
@nikima_perovich
@washhanger

Top Replied-To in G6:
@gopchairwoman
@akgirl37
@chrislhayes
@somebitchiknow
@whitehouse
@realdonaldtrump
@faravaharsf
@olganyc1211
@gop
@elisewho

Top Replied-To in G7:
@ewerickson
@benshapiro
@npr
@new_narrative
@feliciasonmez
@resp4wn
@yalabaster
@takethepith
@devjabi
@rschooley

Top Replied-To in G8:
@didikins4life
@hillaryclinton
@girlsreallyrule
@nickhanauer
@drchristinemann
@hkrassenstein
@climatechanges7
@daw_bird
@thedemcoalition
@hicaliberlilgal

Top Replied-To in G9:
@waltshaub
@jaketapper
@chrismurphyct
@earlparty
@susanbutterfly2
@glennkirschner2
@kealohalanichun
@bold_to_pray
@ratsbane

Top Replied-To in G10:
@realdonaldtrump
@pappiness
@tshade5
@daytrader0916

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@cdcgov
@presssec
@cdc
@who
@brianstelter
@politicususa
@potus
@vp
@mike_pence

Top Mentioned in G1:
@cdcgov
@maddow
@naomiohreally
@realdonaldtrump
@dadamstowel
@who
@jtmontgomery8
@nvindy
@mom4boca

Top Mentioned in G2:
@cdcgov
@cdc
@who
@realdonaldtrump
@cdcemergency
@drnancym_cdc
@massdph
@healthyboston
@nih
@cdcflu

Top Mentioned in G3:
@realdonaldtrump
@carminesabia
@strandjunker
@eugenegu
@itsjefftiedrich
@battyninjagrl
@dreamweasel
@ksd371
@marie5483
@steampelosi

Top Mentioned in G4:
@potus
@realdonaldtrump
@mike_pence
@vp
@cdcgov
@collectiveevol
@cnn
@reuters
@icandecide
@gop

Top Mentioned in G5:

Top Mentioned in G6:
@presssec
@chrislhayes
@realdonaldtrump
@cdcgov
@who
@potus
@kelisia
@cdcdirector
@gop
@robertgarcialb

Top Mentioned in G7:
@benshapiro
@profiterole2
@davidharsanyi
@bethanyshondark
@maggienyt
@vol_or_nothing
@cowens_
@agk3los
@matthewstoller
@cdcgov

Top Mentioned in G8:
@hillaryclinton
@realdonaldtrump
@lanati_resist
@billgates
@gatesfoundation
@cdcgov
@janetnovack
@erinarvedlund
@edmpirg
@damonsilvers

Top Mentioned in G9:
@jaketapper
@statnews
@chrismurphyct
@realdonaldtrump
@abcfactcheck
@homeaway
@tomscelfo
@freedlander
@who
@trumpretweeter

Top Mentioned in G10:
@ardenfarhi
@manabyte
@politicususa
@bobbyazzari
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@americanair
@oldlady12345
@the_news_diva
@dichristine
@chris_1791
@eazeee2004
@vrai777
@united

Top Tweeters in G1:
@inspiteoftrump
@grandpooba5440
@paulstewartii
@only4rm
@alllwftopic
@chriskirouac
@sherrikuczeryk
@billieo2
@faratmani69
@mtmarilyn2

Top Tweeters in G2:
@missb62
@vrai777
@bangtarn
@joefreedomlove
@donvix
@carolmaewy
@newyorker2212
@24hrtvmazi
@jeannie_hartley
@castonchris

Top Tweeters in G3:
@manmet80
@just_old_joe
@gpwriter
@bulla_adriano
@donna_west
@iamforeverblue2
@srauer20
@capatosta122
@bjorkian15
@puestoloco

Top Tweeters in G4:
@chris_1791
@crewislife
@myplace4u
@serendipitysays
@mog7546
@huffpost
@shirleyringuet5
@reuters
@silvrib
@lorisums

Top Tweeters in G5:
@toronei
@4pawshop
@yuria2122
@nikkei_top
@viper01x
@marketcurrents
@tamatama2
@usrealitycheck
@andyvermaut
@murrhauser

Top Tweeters in G6:
@raumunz
@patriotmarie
@jilevin
@mscontrariansci
@aliascovfefe
@aceredband1t
@softgrasswalker
@imsure
@purrpatrol
@donnam8470donna

Top Tweeters in G7:
@argojournal
@roswellstalkfm
@new_narrative
@victorb123
@thisislule
@young_maymay
@anthonyabides
@superebza
@wopot
@ppiixx

Top Tweeters in G8:
@bannerite
@lechatnoire4
@mjgarciakcmo
@jbwhitesnake
@tallyannae
@smell3roses
@margaritateresa
@superboyjohnson
@kaffe_takk
@arriadna

Top Tweeters in G9:
@shoq
@cblazblaz
@choclablover
@darkpbs77
@lawgirl318
@mvwinall
@tam_resist
@debsomewhere
@deathtocrazy
@iamsophianelson

Top Tweeters in G10:
@paxnostrum
@akuma_river
@flowsandolini
@tizthalife77
@ant95four
@takinyera
@tassajarard
@jaydestarlight
@marketwatch
@pache16


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