#FlattenTheCurve, Twitter, 7/7/2020 7:51:14 PM, 230324


FAQ | Problem?

#FlattenTheCurve_2020-07-07_02-12-26.xlsx
#FlattenTheCurve_2020-07-07_02-12-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3eeT2l2
@gretathunberg
@tmhensley1
@mr_jj_cakes
@patriciakombo
@judgeclayj
@docrocktex26
@dchhs
@actdontreact
@cnn
@thomasgambrel2

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

Description:
Description
The graph represents a network of 5,155 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 Tuesday, 07 July 2020 at 09:14 UTC.

The requested start date was Tuesday, 07 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, 3-hour, 56-minute period from Friday, 03 July 2020 at 08:10 UTC to Monday, 06 July 2020 at 12:07 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 : 5155
Unique Edges : 1663
Edges With Duplicates : 8390
Total Edges : 10053
Number of Edge Types : 5
Retweet : 3943
MentionsInRetweet : 4440
Tweet : 873
Replies to : 193
Mentions : 604
Self-Loops : 906
Reciprocated Vertex Pair Ratio : 0.00340136054421769
Reciprocated Edge Ratio : 0.00677966101694915
Connected Components : 793
Single-Vertex Connected Components : 389
Maximum Vertices in a Connected Component : 2717
Maximum Edges in a Connected Component : 5943
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.683766
Graph Density : 0.000188754734394048
Modularity : 0.466014
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,155 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 Tuesday, 07 July 2020 at 09:14 UTC.

The requested start date was Tuesday, 07 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, 3-hour, 56-minute period from Friday, 03 July 2020 at 08:10 UTC to Monday, 06 July 2020 at 12:07 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:
[19] 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=drTbXyqgcX8&feature=youtu.be

[4] https://www.coreresponse.org/covid19
[3] https://www.coviz.org/e2b/2020-07-04/
[3] https://wearafuckingmask.com
[3] https://twitter.com/wandilesihlobo/status/1279718008588509185
[3] https://docs.google.com/forms/d/e/1FAIpQLSeXsPP3aNgEJpfM08OxzHwCLiPkypd4Cjb7Mcn_x9HzinyaCg/viewform?usp=send_form

Top URLs in Tweet in G2:
[3] https://www.cnn.com/videos/health/2020/07/03/canada-flattens-coronavirus-curve-newton-newday-vpx.cnn
[3] https://docs.google.com/forms/d/e/1FAIpQLSeXsPP3aNgEJpfM08OxzHwCLiPkypd4Cjb7Mcn_x9HzinyaCg/viewform?usp=send_form
[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://twitter.com/miafarrow/status/1279170021370011648
[2] https://twitter.com/danioliver/status/1279155358666305541
[2] https://twitter.com/Twitter/status/1278763679421431809
[2] https://pandoraspocksauthor.com/
[2] https://wearcalypso.com/

Top URLs in Tweet in G4:
[1] https://www.dallascounty.org/covid-19/ways-to-help.php

Top URLs in Tweet in G5:
[2] http://www.covid.gov.pk

Top URLs in Tweet in G6:
[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/
[2] https://www.cdc.gov/coronavirus/2019-ncov/index.html?CVSCommunityToolkit
[1] https://twitter.com/anacabrera/status/1279937718806609923
[1] https://twitter.com/dailycaller/status/1278473986020642816
[1] https://twitter.com/drdavidsamadi/status/1279037979219066880
[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

Top URLs in Tweet in G7:
[19] https://twitter.com/HaraldofW/status/1278970209240571905
[1] https://twitter.com/haraldofw/status/1278970209240571905?s=21

Top URLs in Tweet in G8:
[1] https://twitter.com/ngiyalalela/status/1280071045253218304

Top URLs in Tweet in G10:
[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/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

Top Domains
Top Domains in Tweet in Entire Graph:
[217] twitter.com
[51] instagram.com
[24] youtube.com
[10] facebook.com
[10] swarmapp.com
[9] cnn.com
[8] coviz.org
[8] history.com
[7] twoheartswellness.com
[7] cdc.gov

Top Domains in Tweet in G2:
[85] twitter.com
[40] instagram.com
[10] swarmapp.com
[7] youtube.com
[5] linkedin.com
[5] facebook.com
[4] cnn.com
[3] cdc.gov
[3] google.com
[2] co.za

Top Domains in Tweet in G4:
[1] dallascounty.org

Top Domains in Tweet in G5:
[2] gov.pk

Top Domains in Tweet in G6:
[15] twitter.com
[8] history.com
[4] cnn.com
[4] nbcnews.com
[2] mashable.com
[2] cdc.gov
[1] washingtonpost.com
[1] reut.rs
[1] reuters.com
[1] nytimes.com

Top Domains in Tweet in G7:
[20] twitter.com

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

Top Domains in Tweet in G10:
[2] twitter.com
[1] nbcnews.com
[1] thehill.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2527] climatestrikeonline
[1733] flattenthecurve
[610] covid19
[224] kenya
[191] coronavirus
[184] stayhome
[139] staysafe
[137] stayathome
[126] socialdistancing
[126] wearamask



Top Hashtags in Tweet in G1:
[2135] climatestrikeonline
[16] flattenthecurve
[15] stayathome
[15] fridaysforfuture
[15] schoolstrike4climate
[7] climatecrisis
[1] kenya
[1] co2

Top Hashtags in Tweet in G2:
[495] flattenthecurve
[139] covid19
[71] stayhome
[68] coronavirus
[56] staysafe
[55] socialdistancing
[51] wearamask
[39] stayathome
[32] pandemic
[31] covid

Top Hashtags in Tweet in G3:
[379] climatestrikeonline
[223] kenya
[30] stayathome
[24] climatecrisis
[21] flattenthecurve
[20] fridaysforfuture
[20] climatechange
[19] climateemergency
[14] actonclimate
[10] climatejusticenow

Top Hashtags in Tweet in G4:
[21] covid19
[5] flattenthecurve
[1] climatestrikeonline

Top Hashtags in Tweet in G5:
[143] covid19
[7] flattenthecurve
[4] dailyupdate
[2] stayathome
[2] covid19sa
[2] stayhome
[2] staysafe
[2] dailystats
[2] coronavirusupdates
[2] socialdistancing

Top Hashtags in Tweet in G6:
[80] flattenthecurve
[24] wearadamnmask
[16] stayhome
[13] staythefhome
[12] stayathome
[9] covid19
[9] thinksmart
[7] wearamask
[5] wearamasksavealife
[5] stayathomesavelives

Top Hashtags in Tweet in G7:
[81] flattenthecurve
[1] firefauci

Top Hashtags in Tweet in G8:
[104] maskenpflicht
[5] flattenthecurve
[2] artofquarantine
[1] schulschließung
[1] homeschooling
[1] covid19

Top Hashtags in Tweet in G9:
[1] stayhomesavelives
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[19] flattenthecurve
[6] independenceday2020
[3] nomoremasks
[3] fauci
[2] loveisnottourism
[2] loveisessential
[2] liftthetravelban
[2] willingtotest
[2] willingtoquarantine
[2] keepamericansindependent

Top Words
Top Words in Tweet in Entire Graph:
[2531] keep
[2527] #climatestrikeonline
[2517] week
[2491] school
[2487] strike
[2287] go
[2266] gretathunberg
[2262] holiday
[2256] summer
[2254] climate

Top Words in Tweet in G1:
[2138] gretathunberg
[2135] #climatestrikeonline
[2134] school
[2134] strike
[2134] week
[2121] keep
[2120] 98
[2120] climate
[2120] crisis
[2120] doesn

Top Words in Tweet in G2:
[495] #flattenthecurve
[139] #covid19
[71] #stayhome
[68] #coronavirus
[56] #staysafe
[55] #socialdistancing
[53] curve
[51] #wearamask
[42] covid
[41] mask

Top Words in Tweet in G3:
[379] #climatestrikeonline
[365] week
[346] strike
[336] school
[335] keep
[223] 55
[223] #kenya
[223] part
[223] solution
[223] let's

Top Words in Tweet in G4:
[306] cases
[177] judgeclayj
[155] dchhs
[153] reports
[153] 062
[153] today
[153] fortunate
[153] report
[153] deaths
[153] over

Top Words in Tweet in G5:
[143] #covid19
[142] cases
[139] point
[139] longer
[139] government
[139] trying
[139] stem
[139] rising
[139] individuals
[138] gilbertcremulla

Top Words in Tweet in G6:
[80] #flattenthecurve
[57] docrocktex26
[40] coronavirus
[30] study
[28] cnn
[27] people
[27] make
[24] #wearadamnmask
[22] spreads
[22] faster

Top Words in Tweet in G7:
[81] #flattenthecurve
[77] dumbest
[77] costliest
[77] meme
[77] history
[76] oliverbeige
[76] chances
[76] human
[3] sweden
[2] strategy

Top Words in Tweet in G8:
[104] aufhebung
[104] #maskenpflicht
[52] profdtschneider
[52] diskussion
[52] unerträglich
[52] dumm
[52] heute
[52] bedeutet
[51] #s
[5] #flattenthecurve

Top Words in Tweet in G9:
[3] humbleindian
[3] ersu1880
[3] alexa17101614
[3] djtroops
[3] rosanegra_08
[3] gourley_jason
[3] jet_new
[3] virgyane
[3] tadayokun
[3] nancy_dills

Top Words in Tweet in G10:
[19] #flattenthecurve
[15] realdonaldtrump
[9] potus
[7] dear
[7] more
[6] #independenceday2020
[6] feel
[6] dependent
[6] decisions
[6] happy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2477] school,strike
[2477] strike,week
[2250] gretathunberg,school
[2239] week,98
[2239] 98,climate
[2239] climate,crisis
[2239] crisis,doesn
[2239] doesn,go
[2239] go,summer
[2239] summer,holiday

Top Word Pairs in Tweet in G1:
[2134] school,strike
[2134] strike,week
[2130] gretathunberg,school
[2120] week,98
[2120] 98,climate
[2120] climate,crisis
[2120] crisis,doesn
[2120] doesn,go
[2120] go,summer
[2120] summer,holiday

Top Word Pairs in Tweet in G2:
[31] covid,19
[27] #covid19,#flattenthecurve
[21] social,distancing
[21] flattened,curve
[19] #stayathome,#stayhome
[18] curve,#stayathome
[18] #stayhome,#staythefuckathome
[18] #staythefuckathome,#flattenthecurve
[15] #covid19,#coronavirus
[15] #flattenthecurve,#socialdistancing

Top Word Pairs in Tweet in G3:
[336] school,strike
[336] strike,week
[223] week,55
[223] 55,#kenya
[223] #kenya,part
[223] part,solution
[223] solution,let's
[223] let's,keep
[223] keep,fighting
[222] patriciakombo,school

Top Word Pairs in Tweet in G4:
[153] judgeclayj,dchhs
[153] dchhs,reports
[153] reports,062
[153] 062,cases
[153] cases,today
[153] today,fortunate
[153] fortunate,report
[153] report,deaths
[153] deaths,over
[153] over,000

Top Word Pairs in Tweet in G5:
[139] point,longer
[139] longer,government
[139] government,trying
[139] trying,stem
[139] stem,rising
[139] rising,cases
[139] cases,#covid19
[139] #covid19,individuals
[138] gilbertcremulla,point
[138] individuals,practi

Top Word Pairs in Tweet in G6:
[21] study,confirms
[21] confirms,version
[21] version,coronavirus
[21] coronavirus,spreads
[21] spreads,faster
[21] faster,make
[21] make,people
[21] people,sicker
[21] sicker,cnn
[21] cnn,#wearadamnmask

Top Word Pairs in Tweet in G7:
[77] #flattenthecurve,dumbest
[77] dumbest,costliest
[77] costliest,meme
[76] chances,#flattenthecurve
[76] meme,human
[76] human,history
[75] oliverbeige,chances

Top Word Pairs in Tweet in G8:
[104] aufhebung,#maskenpflicht
[52] diskussion,aufhebung
[52] #maskenpflicht,unerträglich
[52] unerträglich,dumm
[52] dumm,aufhebung
[52] #maskenpflicht,heute
[52] heute,bedeutet
[51] profdtschneider,diskussion
[51] bedeutet,#s
[2] hammer,#flattenthecurve

Top Word Pairs in Tweet in G9:
[3] humbleindian,ersu1880
[3] ersu1880,alexa17101614
[3] alexa17101614,djtroops
[3] djtroops,rosanegra_08
[3] rosanegra_08,gourley_jason
[3] gourley_jason,jet_new
[3] jet_new,virgyane
[3] virgyane,tadayokun
[3] tadayokun,nancy_dills
[2] vickiemoore07,humbleindian

Top Word Pairs in Tweet in G10:
[6] #independenceday2020,dear
[6] dear,potus
[6] potus,more
[6] more,feel
[6] feel,dependent
[6] dependent,decisions
[6] decisions,happy
[6] happy,4th
[6] 4th,july
[4] jaexeen_kircher,#independenceday2020

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repthomasmassie
@gretathunberg
@johnlegend
@gavinnewsom
@dougducey
@govmlg
@ksatnews
@govabbott
@timoffski

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@judgeclayj
@dchhs

Top Replied-To in G6:
@dougducey
@govabbott
@cnn
@nytimes
@dhof60
@justinbaragona
@nikkifried
@antonio5591
@brahmresnik
@weinsteinlaw

Top Replied-To in G7:
@greg_travis
@andrewnoymer
@oliverbeige
@alistairhaimes
@fox61news

Top Replied-To in G8:
@profdtschneider

Top Replied-To in G9:
@humbleindian

Top Replied-To in G10:
@realdonaldtrump
@ksatnews
@maddow
@realannapaulina
@njdotcom
@govmurphy
@lawrencehughes
@madrid_mike

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@judgeclayj
@dchhs
@gilbertcremulla
@oliverbeige
@docrocktex26
@profdtschneider
@cnn
@vbeltiz

Top Mentioned in G1:
@gretathunberg
@usaparents
@patriciakombo

Top Mentioned in G2:
@ginger_exchange
@wqbelle
@egmontinstitute
@courierits
@oldwisefool
@joeyberry2020
@sdgscameroon
@crispyrobot77
@flooringdirectx

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

Top Mentioned in G4:
@judgeclayj
@dchhs
@gretathunberg

Top Mentioned in G5:
@gilbertcremulla
@mopanipharm
@ipacfoundation

Top Mentioned in G6:
@docrocktex26
@cnn
@reuters
@history
@pannlewis44
@govrondesantis
@nbcnews
@cdcgov
@dougducey
@govabbott

Top Mentioned in G7:
@oliverbeige
@jensboman
@wassenuss
@apollo197812
@grady_booch
@haraldofw

Top Mentioned in G8:
@profdtschneider
@sascha_p
@brilliant_ads

Top Mentioned in G9:
@ersu1880
@alexa17101614
@djtroops
@rosanegra_08
@gourley_jason
@jet_new
@virgyane
@tadayokun
@nancy_dills
@vickiemoore07

Top Mentioned in G10:
@realdonaldtrump
@potus
@jaexeen_kircher
@vp
@maddow
@vonniecalland
@lawrencehughes
@yuniaarondraws
@macswan238
@harrisonfunk

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@oldlady12345
@lindaleeking
@monicasloves
@wrikent3500
@cybersec_feeds
@inquirerdotnet
@jilliemary
@tacobell
@menabster

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

Top Tweeters in G2:
@kellyrek
@mimitexasangel
@iramey
@grandmaj2
@divasmind
@nathanaelb
@pandoraspockswp
@naturalbeings01
@haccpjod
@slowslowfood

Top Tweeters in G3:
@occuworld
@fwwinterberg
@emperatriz1827
@hackneywick
@richrake
@allan_crawshaw
@brade1991
@ewestaway
@diemaus7
@euphoriceuler

Top Tweeters in G4:
@eddarrell
@knight201701
@casablancaric
@ancientbob
@dallasanalytics
@bgheaven
@jvstbam
@ruthellaowens
@loyalpromise
@temioarredondo

Top Tweeters in G5:
@elaykho
@kotobukilloyd78
@evidenteaida
@naattuvarthakal
@milkyway1969
@jessesprawl
@benign0
@jnllyn
@harlanimnida
@gapskin222

Top Tweeters in G6:
@actdontreact
@reuters
@docrocktex26
@armsivilli
@amb0306
@tam_resist
@nytimes
@mashable
@washingtonpost
@dvanhook822

Top Tweeters in G7:
@schwingcat
@taxpayers1234
@ajcalmaga
@darylmox
@stickeenotes
@oldsaltcityace
@fox61news
@buddy3880309
@joesanders33
@mscbboots

Top Tweeters in G8:
@sascha_p
@c_heinrich_83
@iosqueendom
@doktor_freakout
@wolkefn
@der_schneewolf
@anne_erde
@palomapixel
@reisefotoblog
@onretw

Top Tweeters in G9:
@lindaleeking
@monicasloves
@jilliemary
@ludmarx1
@rosatrunk
@zeynazerda
@cristinpereyra
@papaporter1
@rosanegra_08
@kvajpayaee

Top Tweeters in G10:
@mrsopie88
@jill_gregory
@ksatnews
@pwitunski5
@njdotcom
@macswan238
@carnivius
@vonniecalland
@realdonaldtrump
@gop


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.