#FlattenTheCurve, Twitter, 7/6/2020 9:14:19 PM, 230281


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#FlattenTheCurve_2020-07-06_00-54-21.xlsx
#FlattenTheCurve_2020-07-06_00-54-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 06, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/322OXOr
@gretathunberg
@mr_jj_cakes
@docrocktex26
@davwain1
@nbcnews
@patriciakombo
@cnn
@judgeclayj
@kevsfedup
@govrondesantis

Top hashtags:
#climatestrikeonline
#flattenthecurve
#covid19
#kenya
#coronavirus
#stayhome

Description:
Description
The graph represents a network of 5,192 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 July 2020 at 07:55 UTC.

The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 1-hour, 47-minute period from Thursday, 02 July 2020 at 10:21 UTC to Sunday, 05 July 2020 at 12:08 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 : 5192
Unique Edges : 1675
Edges With Duplicates : 8281
Total Edges : 9956
Number of Edge Types : 5
Retweet : 3872
MentionsInRetweet : 4290
Tweet : 908
Mentions : 690
Replies to : 196
Self-Loops : 946
Reciprocated Vertex Pair Ratio : 0.00325931961702995
Reciprocated Edge Ratio : 0.00649746192893401
Connected Components : 844
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 2801
Maximum Edges in a Connected Component : 6011
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.290529
Graph Density : 0.000182734488606124
Modularity : 0.465224
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,192 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 July 2020 at 07:55 UTC.

The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 1-hour, 47-minute period from Thursday, 02 July 2020 at 10:21 UTC to Sunday, 05 July 2020 at 12:08 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 : GraphServerTwitterSearch
Graph Term : #FlattenTheCurve
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:
[16] https://twitter.com/HaraldofW/status/1278970209240571905
[8] https://www.history.com/news/1957-flu-pandemic-vaccine-hilleman
[6] https://twoheartswellness.com/2020/05/02/wearing-a-mask-some-thoughts-on-loving-thy-neighbor-and-on-being-fabulous-during-a-pandemic/
[6] https://twitter.com/TonightVMTV/status/1278813714788102144?s=19
[5] https://www.youtube.com/watch?v=1DJwV7FTcrs&feature=youtu.be

[4] https://www.twitch.tv/nezuryu
[4] https://www.coreresponse.org/covid19
[4] https://www.rivcoph.org/coronavirus
[4] https://twitter.com/Twitter/status/1278763679421431809
[4] https://nypost.com/2020/06/26/gov-ron-desantis-brags-about-floridas-handling-of-coronavirus/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G2:
[3] https://twitter.com/Twitter/status/1278763679421431809
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.youtube.com/watch?v=UG5yJ0UNhj8

[3] https://www.cnn.com/videos/health/2020/07/03/canada-flattens-coronavirus-curve-newton-newday-vpx.cnn
[2] https://itzaparty-stores.myshopify.com/collections/covid-19-related/products/50-pc-disposable-3-ply-filter-masks
[2] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus
[2] https://next-curve.com/2020/05/04/covid-19-pandemic-the-crucible-of-5g-innovation-and-leadership/
[2] https://linktr.ee/stay6ftapart
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[2] https://groco.com/COMPANY/COVID-19-RESOURCE-CENTER/

Top URLs in Tweet in G4:
[8] https://www.history.com/news/1957-flu-pandemic-vaccine-hilleman
[3] https://www.nbcnews.com/politics/politics-news/fauci-u-s-looking-very-closely-severe-coronavirus-symptoms-younger-n1166026
[2] https://www.cnn.com/2020/03/03/health/us-coronavirus-cases-state-by-state/index.html
[2] https://twitter.com/i/events/1240701064585842688
[2] https://mashable.com/article/penis-face-masks-coronavirus/
[1] https://www.washingtonpost.com/health/2020/03/19/younger-adults-are-large-percentage-coronavirus-hospitalizations-united-states-according-new-cdc-data/?utm_campaign=wp_post_most&utm_medium=email&utm_source=newsletter&wpisrc=nl_mostvia
[1] https://www.cnn.com/2020/05/22/health/cdc-coronavirus-estimates-symptoms-deaths/index.html
[1] https://www.cnn.com/2020/07/02/health/coronavirus-mutation-spread-study/index.html
[1] https://www.reuters.com/article/us-health-coronavirus-usa-deaths/u-s-covid-19-deaths-likely-higher-than-reported-study-shows-idUSKBN2426GZ
[1] https://twitter.com/WKBN/status/1241718409454215169

Top URLs in Tweet in G5:
[1] https://twitter.com/realDonaldTrump/status/1279439607482941441
[1] https://www.nbcnews.com/politics/politics-news/we-need-live-it-white-house-readies-new-message-nation-n1232884
[1] https://twitter.com/davwain1/status/1278749574656659457?s=21
[1] https://twitter.com/faseidl/status/1279057360405901313
[1] https://thehill.com/homenews/administration/505827-white-house-looks-to-make-we-need-to-live-with-it-the-new-tone-on#.XwAVs6RgGSM.twitter
[1] https://twitter.com/patricksvitek/status/1278785543501942785
[1] https://twitter.com/zev_dr/status/1277621823337902081
[1] https://www.pharmaceutical-technology.com/news/coronavirus-a-timeline-of-how-the-deadly-outbreak-evolved/
[1] https://stjoseph.stlukeshealth.org/healthy-resources/blogs/staying-safe-in-public-5-covid-19-tips-you-cant-miss
[1] https://twitter.com/gopleader/status/1278766685374251008

Top URLs in Tweet in G6:
[1] https://www.dallascounty.org/covid-19/ways-to-help.php
[1] https://twitter.com/judgeclayj/status/1278759781587718144

Top URLs in Tweet in G8:
[16] https://twitter.com/HaraldofW/status/1278970209240571905
[1] https://twitter.com/haraldofw/status/1278970209240571905?s=21

Top URLs in Tweet in G9:
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/canadas-reponse.html
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/prevention-risks/measures-reduce-community.html

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=1DJwV7FTcrs&feature=youtu.be

[1] https://twitter.com/_ohsamtastic/status/1279045846257016832
[1] https://twitter.com/JoeBiden/status/1278747263439794178
[1] https://twitter.com/Weinsteinlaw/status/1279481394255867906
[1] https://twitter.com/JuanPenalosa/status/1279076631219515392
[1] https://twitter.com/parkerbutler10/status/1279208645805461506
[1] https://twitter.com/OrangeCoFL/status/1279033410275741696
[1] http://www.guidewell.com/blog/have-happy-healthy-independence-day
[1] https://www.cnn.com/2020/04/26/politics/coronavirus-testing-deborah-birx/index.html
[1] https://www.facebook.com/TheHoldernessfamily/videos/284020486047804/?d=null&vh=e

Top Domains
Top Domains in Tweet in Entire Graph:
[225] twitter.com
[60] instagram.com
[25] youtube.com
[10] swarmapp.com
[9] cnn.com
[8] coviz.org
[8] history.com
[7] twoheartswellness.com
[6] linkedin.com
[6] twitch.tv

Top Domains in Tweet in G2:
[95] twitter.com
[36] instagram.com
[12] youtube.com
[10] swarmapp.com
[5] linkedin.com
[3] nytimes.com
[3] flooringdirecttexas.com
[3] cdc.gov
[3] facebook.com
[3] cnn.com

Top Domains in Tweet in G4:
[8] history.com
[5] twitter.com
[4] cnn.com
[4] nbcnews.com
[2] mashable.com
[1] washingtonpost.com
[1] reuters.com
[1] reut.rs
[1] nytimes.com
[1] techcrunch.com

Top Domains in Tweet in G5:
[6] twitter.com
[1] nbcnews.com
[1] thehill.com
[1] pharmaceutical-technology.com
[1] stlukeshealth.org

Top Domains in Tweet in G6:
[1] dallascounty.org
[1] twitter.com

Top Domains in Tweet in G8:
[17] twitter.com

Top Domains in Tweet in G9:
[2] canada.ca
[1] gc.ca

Top Domains in Tweet in G10:
[6] twitter.com
[5] youtube.com
[1] guidewell.com
[1] cnn.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2490] climatestrikeonline
[1911] flattenthecurve
[504] covid19
[216] kenya
[207] coronavirus
[191] stayhome
[156] wearamask
[124] stayathome
[120] socialdistancing
[117] staysafe



Top Hashtags in Tweet in G1:
[2113] climatestrikeonline
[17] flattenthecurve
[16] stayathome
[16] fridaysforfuture
[15] schoolstrike4climate
[5] climatecrisis
[1] kenya
[1] co2

Top Hashtags in Tweet in G2:
[506] flattenthecurve
[138] covid19
[69] coronavirus
[64] wearamask
[48] socialdistancing
[48] stayhome
[46] staysafe
[32] covid
[30] covidー19
[27] pandemic

Top Hashtags in Tweet in G3:
[365] climatestrikeonline
[214] kenya
[30] stayathome
[23] climatecrisis
[22] fridaysforfuture
[21] flattenthecurve
[21] climatechange
[21] climateemergency
[10] climatejusticenow
[10] climateactionnow

Top Hashtags in Tweet in G4:
[99] flattenthecurve
[54] stayhome
[48] thinksmart
[33] wearadamnmask
[22] stayathome
[17] noshitsherlock
[13] staythefhome
[6] sciencefacts
[5] sciencematters
[3] wakethefuckup

Top Hashtags in Tweet in G5:
[44] flattenthecurve
[6] covid19
[5] independenceday2020
[3] covid
[3] wearamask
[3] nomoremasks
[3] fauci
[2] loveisnottourism
[2] loveisessential
[2] liftthetravelban

Top Hashtags in Tweet in G6:
[39] covid19
[12] flattenthecurve
[1] stayhomestaysafe
[1] wearamask
[1] crashthecurve

Top Hashtags in Tweet in G7:
[71] educationnotforsale
[71] defendph
[71] atinangpinas
[71] goodgov
[71] landrightsjusticepeace
[71] savesanroque
[71] saveourschools
[1] flattenthecurve
[1] raisethebar
[1] tulonghindikulong

Top Hashtags in Tweet in G8:
[68] flattenthecurve
[1] firefauci

Top Hashtags in Tweet in G9:
[27] flattenthecurve
[10] canada
[6] canadians
[2] covid19
[1] stayhome
[1] thankyouthursday

Top Hashtags in Tweet in G10:
[29] flattenthecurve
[8] besafetho
[8] stayhome
[4] hamilton
[3] covid19
[3] faucithefraud
[3] wearamask
[3] hamilfilm
[2] coronavirus
[2] socialdistance

Top Words
Top Words in Tweet in Entire Graph:
[2490] #climatestrikeonline
[2488] keep
[2479] week
[2449] school
[2448] strike
[2269] go
[2234] holiday
[2232] gretathunberg
[2222] climate
[2220] doesn

Top Words in Tweet in G1:
[2114] gretathunberg
[2113] #climatestrikeonline
[2112] school
[2112] strike
[2112] week
[2098] keep
[2097] 98
[2097] climate
[2097] crisis
[2097] doesn

Top Words in Tweet in G2:
[506] #flattenthecurve
[138] #covid19
[69] #coronavirus
[64] #wearamask
[56] mask
[48] #socialdistancing
[48] #stayhome
[46] #staysafe
[45] wear
[40] covid

Top Words in Tweet in G3:
[365] #climatestrikeonline
[351] week
[330] strike
[320] school
[319] keep
[214] 55
[214] #kenya
[214] part
[214] solution
[214] let's

Top Words in Tweet in G4:
[122] docrocktex26
[99] #flattenthecurve
[80] study
[70] covid
[67] 19
[54] coronavirus
[54] #stayhome
[49] reuters
[48] deaths
[48] higher

Top Words in Tweet in G5:
[44] #flattenthecurve
[34] realdonaldtrump
[21] states
[16] time
[13] going
[13] down
[11] shut
[11] again
[10] first
[9] potus

Top Words in Tweet in G6:
[76] family
[64] judgeclayj
[39] #covid19
[39] community
[39] crowds
[38] 4th
[38] july
[38] celebrate
[38] nuclear
[38] avoid

Top Words in Tweet in G7:
[71] #educationnotforsale
[71] #defendph
[71] #atinangpinas
[71] #goodgov
[71] #landrightsjusticepeace
[71] #savesanroque
[71] #saveourschools
[70] sarahelago
[70] #flattenthecurv

Top Words in Tweet in G8:
[68] #flattenthecurve
[65] dumbest
[65] costliest
[65] meme
[65] history
[64] oliverbeige
[64] chances
[64] human
[2] sweden
[2] strategy

Top Words in Tweet in G9:
[48] thank
[48] workers
[48] dedication
[27] #flattenthecurve
[27] big
[27] first
[27] responders
[27] health
[27] care
[27] tireless

Top Words in Tweet in G10:
[29] #flattenthecurve
[18] nygovcuomo
[17] go
[17] full
[15] locksmithbar
[15] dear
[15] continue
[15] grab
[15] liquor
[15] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2438] school,strike
[2438] strike,week
[2218] gretathunberg,school
[2207] week,98
[2207] 98,climate
[2207] climate,crisis
[2207] crisis,doesn
[2207] doesn,go
[2207] go,summer
[2207] summer,holiday

Top Word Pairs in Tweet in G1:
[2112] school,strike
[2112] strike,week
[2107] gretathunberg,school
[2097] week,98
[2097] 98,climate
[2097] climate,crisis
[2097] crisis,doesn
[2097] doesn,go
[2097] go,summer
[2097] summer,holiday

Top Word Pairs in Tweet in G2:
[28] covid,19
[27] #covid19,#flattenthecurve
[22] wear,mask
[21] social,distancing
[18] #flattenthecurve,#socialdistancing
[17] #coronavirus,#flattenthecurve
[16] 4th,july
[14] #covid19,#coronavirus
[14] #stayhome,#flattenthecurve
[14] practicing,social

Top Word Pairs in Tweet in G3:
[320] school,strike
[320] strike,week
[214] week,55
[214] 55,#kenya
[214] #kenya,part
[214] part,solution
[214] solution,let's
[214] let's,keep
[214] keep,fighting
[213] patriciakombo,school

Top Word Pairs in Tweet in G4:
[67] covid,19
[54] #stayhome,#flattenthecurve
[48] 19,deaths
[48] deaths,higher
[48] higher,reported
[48] reported,study
[48] study,shows
[48] shows,reuters
[48] reuters,#thinksmart
[48] #thinksmart,#stayhome

Top Word Pairs in Tweet in G5:
[11] down,again
[10] realdonaldtrump,going
[10] going,shut
[10] shut,states
[10] states,down
[10] again,states
[10] states,first
[10] first,time
[10] time,#flattenthecurve
[9] tomshafshafer,realdonaldtrump

Top Word Pairs in Tweet in G6:
[38] 4th,july
[38] july,celebrate
[38] celebrate,nuclear
[38] nuclear,family
[38] family,avoid
[38] avoid,crowds
[38] crowds,extended
[38] extended,family
[38] family,gatherings
[38] gatherings,realize

Top Word Pairs in Tweet in G7:
[71] #educationnotforsale,#defendph
[71] #defendph,#atinangpinas
[71] #atinangpinas,#goodgov
[71] #goodgov,#landrightsjusticepeace
[71] #landrightsjusticepeace,#savesanroque
[71] #savesanroque,#saveourschools
[70] sarahelago,#educationnotforsale
[70] #saveourschools,#flattenthecurv

Top Word Pairs in Tweet in G8:
[65] #flattenthecurve,dumbest
[65] dumbest,costliest
[65] costliest,meme
[64] chances,#flattenthecurve
[64] meme,human
[64] human,history
[63] oliverbeige,chances

Top Word Pairs in Tweet in G9:
[27] big,thank
[27] thank,first
[27] first,responders
[27] responders,health
[27] health,care
[27] care,workers
[27] workers,dedication
[27] dedication,tireless
[27] tireless,efforts
[26] safety_canada,big

Top Word Pairs in Tweet in G10:
[15] dear,nygovcuomo
[15] nygovcuomo,continue
[15] continue,grab
[15] grab,go
[15] go,liquor
[15] liquor,until
[15] until,full
[15] full,capacity
[15] capacity,once
[15] once,again

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gretathunberg
@cnn
@plush_za
@marcorubio
@kxan_news
@rwillingham
@joebiden
@roseanndemoro
@mini_bubbly

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@cnn
@reuters

Top Replied-To in G5:
@realdonaldtrump
@govabbott
@lawrencehughes
@suesweenie
@hellenerobins
@brahmresnik
@briankempga
@ksatnews
@govmurphy
@madrid_mike

Top Replied-To in G6:
@dchhs
@judgeclayj

Top Replied-To in G8:
@alistairhaimes
@oliverbeige
@andrewnoymer
@fox61news

Top Replied-To in G10:
@marcorubio
@brevardeoc
@mitchellvii
@michaeljknowles
@govrondesantis
@mike_pence
@repandybiggsaz
@miamiherald

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@docrocktex26
@sarahelago
@judgeclayj
@oliverbeige
@reuters
@mmittermeier
@jenfl23
@cnn

Top Mentioned in G1:
@gretathunberg
@usaparents
@patriciakombo

Top Mentioned in G2:
@ginger_exchange
@wqbelle
@flooringdirectx
@egmontinstitute
@naturalbeings01
@kittygomechan
@courierits
@oldwisefool
@joeyberry2020
@fhsubla

Top Mentioned in G3:
@patriciakombo
@gretathunberg
@patreeinitiati1
@gireesh71841220
@solo_syn_
@cspraveen6
@fridays4future
@travis4climate
@wwf_kenya

Top Mentioned in G4:
@docrocktex26
@reuters
@cnn
@nbcnews
@history
@pannlewis44
@washingtonpost
@nytimes
@theweek
@techcrunch

Top Mentioned in G5:
@realdonaldtrump
@tomshafshafer
@potus
@vp
@govabbott
@judgeclayj
@jaexeen_kircher
@maddow
@gregabbott_tx
@dougducey

Top Mentioned in G6:
@judgeclayj
@sylvesterturner

Top Mentioned in G7:
@sarahelago

Top Mentioned in G8:
@oliverbeige
@haraldofw

Top Mentioned in G9:
@safety_canada
@women_canada
@transport_gc

Top Mentioned in G10:
@nygovcuomo
@locksmithbar
@govrondesantis
@gina_naomi_baez
@hamiltonmusical
@marcorubio
@orangecofl
@lin_manuel
@2018patriot
@brevardsheriff

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@americanair
@oldlady12345
@lindaleeking
@monicasloves
@wrikent3500
@cybersec_feeds
@inquirerdotnet
@davepperlmutter
@jilliemary

Top Tweeters in G1:
@oldlady12345
@der_bluthund
@billieo2
@therezafontoura
@blanketcrap
@daveyk317
@anselmonadir
@rnitsch
@domenico1oo777
@darrellpmwest

Top Tweeters in G2:
@ladyboarder9669
@mimitexasangel
@iramey
@peculiarbaptist
@atlsportsnut_20
@divasmind
@stojkovic_alex
@pandoraspockswp
@naturalbeings01
@haccpjod

Top Tweeters in G3:
@occuworld
@fwwinterberg
@emperatriz1827
@hackneywick
@richrake
@allan_crawshaw
@brade1991
@euphoriceuler
@mwt2008
@erwinbertrand

Top Tweeters in G4:
@kenkircher1
@unlewis
@actdontreact
@reuters
@docrocktex26
@armsivilli
@chuckw12
@amb0306
@tam_resist
@nytimes

Top Tweeters in G5:
@dcexaminer
@foxnews
@abc
@ponytail122
@mrsopie88
@davwain1
@jill_gregory
@ksatnews
@cp24
@pwitunski5

Top Tweeters in G6:
@lisakbromley
@eddarrell
@knight201701
@fox26houston
@jackhutton
@rosemariebrown3
@ebscbwi
@bgheaven
@temioarredondo
@wylie_h_dallas

Top Tweeters in G7:
@jepskiiee
@jan_michael_yap
@zemarosm
@kayeguuu
@lonelouve
@tansamantha_
@franklybrutal
@bnanafsh
@dischloesure
@drichgatbunton

Top Tweeters in G8:
@schwingcat
@taxpayers1234
@ajcalmaga
@darylmox
@stickeenotes
@oldsaltcityace
@fox61news
@buddy3880309
@joesanders33
@kerpen

Top Tweeters in G9:
@zahoribalmaceda
@johangreg
@ksp_libs
@fj_newman
@ruthiliana46
@rokyfitz
@moeosman7
@bowman_beverly
@ernestma
@dria

Top Tweeters in G10:
@sixfever
@miamiherald
@jimsx50
@mitchellvii
@soslocksmithdfw
@moankittymeow
@roberthamza8
@lin_manuel
@rachela_adler
@livkristen


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