#FlattenTheCurve, Twitter, 11/28/2020 11:49:58 AM, 242330


FAQ | Problem?

#FlattenTheCurve_2020-11-28_01-33-31.xlsx
#FlattenTheCurve_2020-11-28_01-33-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/37m7KVY
@gretathunberg
@ourfuturebot
@jojoju15
@joebiden
@monkjona
@cnn
@deepripley
@halucin8
@drphillipsmd
@moshebappel

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#wearamask
#stayhome
#socialdistancing

Description:
Description
The graph represents a network of 6,878 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 Saturday, 28 November 2020 at 09:39 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 16-hour, 57-minute period from Friday, 20 November 2020 at 08:01 UTC to Saturday, 28 November 2020 at 00:59 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 : 6878
Unique Edges : 2246
Edges With Duplicates : 12716
Total Edges : 14962
Number of Edge Types : 5
Retweet : 5828
MentionsInRetweet : 6748
Tweet : 1247
Mentions : 864
Replies to : 275
Self-Loops : 1296
Reciprocated Vertex Pair Ratio : 0.00426439232409382
Reciprocated Edge Ratio : 0.00849256900212314
Connected Components : 969
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 4285
Maximum Edges in a Connected Component : 10058
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.032199
Graph Density : 0.000149365731581514
Modularity : 0.423058
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,878 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 Saturday, 28 November 2020 at 09:39 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 16-hour, 57-minute period from Friday, 20 November 2020 at 08:01 UTC to Saturday, 28 November 2020 at 00:59 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:
[22] https://www.instagram.com/accounts/login/
[19] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[8] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[7] https://www.worldometers.info/coronavirus/country/us/
[7] https://www.amazon.ca/blackfriday?&_encoding=UTF8&tag=bourquenewswa-20&linkCode=ur2&linkId=2aa5834296411c3d125f0c72adaa1ff3&camp=15121&creative=330641
[7] https://www.twitch.tv/nezuryu
[5] https://www.rivcoph.org/coronavirus
[5] https://toronto.ctvnews.ca/ontario-reports-more-than-1-500-cases-of-covid-19-as-toronto-peel-region-head-toward-lockdown-1.5199804
[5] https://twitter.com/MarcusWadsak/status/1330915635505860615
[5] https://afluencer.com/

Top URLs in Tweet in G1:
[1] https://twitter.com/susanne_aust/status/1330902024301457420
[1] https://www.youtube.com/watch?v=7u8dwX4zpx4&feature=youtu.be


Top URLs in Tweet in G2:
[15] https://www.instagram.com/accounts/login/
[7] https://www.worldometers.info/coronavirus/country/us/
[3] https://twitter.com/drericding/status/1330212172757078017
[3] https://www.theatlantic.com/health/archive/2020/11/americas-best-prepared-hospital-nearly-overwhelmed/617156/
[3] https://twitter.com/DrEricDing/status/1331959347799347201
[3] https://carryonwithkids.com/shop
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://twitter.com/nytimes/status/1329779068468948992
[2] https://twitter.com/edyong209/status/1329772226627907586

Top URLs in Tweet in G3:
[2] https://twitter.com/GretaThunberg/status/1332222374083702785
[1] https://twitter.com/vanessa_vash/status/1332360501674840065
[1] https://twitter.com/dwallacewells/status/1331590427980521478
[1] https://twitter.com/ecology_africa/status/1332283702022262784
[1] https://twitter.com/PaulEDawson/status/1332141843862188034
[1] https://twitter.com/greenpeace_esp/status/1332222711838486528
[1] https://twitter.com/TheSun/status/1332031365752123392
[1] https://twitter.com/ECOWARRIORSS/status/1332085888000684035
[1] https://twitter.com/decarboniser14/status/1332258396049838081
[1] https://twitter.com/JannieStaffanss/status/1331853205471424512

Top URLs in Tweet in G4:
[1] https://twitter.com/ASlavitt/status/1327683915688136709
[1] https://twitter.com/DrPhillipsMD/status/1331757102914789377
[1] https://twitter.com/wesh/status/1330143447668371456

Top URLs in Tweet in G5:
[1] https://twitter.com/Zarouatt/status/1331547684155645955

Top URLs in Tweet in G6:
[1] https://twitter.com/saveswedencov19/status/1329767170788773888
[1] https://www.ifo.de/DocDL/sd-2020-digital-06-ifo-helmholtz-wirtschaft-gesundheit-corona_1.pdf
[1] https://twitter.com/MdBKlein/status/1332166853641318401
[1] https://twitter.com/heuteshow/status/1329685737025974273
[1] https://twitter.com/ImmerUncool/status/1329874110982156289

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2020/11/21/opinion/sunday/coronavirus-prisons-jails.html
[1] https://belascoainyneptuno.tumblr.com/post/635406888351170560/im-just-a-teacher-standing-in-front-of#_=_
[1] https://belascoainyneptuno.tumblr.com/post/635406534801817600/im-just-a-teacher-standing-in-front-of#_=_
[1] https://w42st.com/post/and-this-years-television-academy-award-goes-to-gov-andrew-cuomo/

Top URLs in Tweet in G8:
[8] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf

Top URLs in Tweet in G9:
[1] https://twitter.com/ctvnews/status/1332142142643462146
[1] https://www.halton.ca/For-Residents/Immunizations-Preventable-Disease/Diseases-Infections/New-Coronavirus/COVID-19-Information-and-Guidance?utm_source=Twitter&utm_medium=Twitter&utm_campaign=Twitter
[1] https://www.peelregion.ca/
[1] https://twitter.com/shandro/status/1329577229123153921
[1] https://twitter.com/jkenney/status/1331316925272444929
[1] https://twitter.com/globeandmail/status/1331445891840888832
[1] https://twitter.com/KOLcharmer/status/1331230425511989248
[1] https://www.youtube.com/watch?v=QzHIMAKjfek&feature=youtu.be

[1] https://twitter.com/drdagly/status/1330147339286228998
[1] https://twitter.com/CheriDiNovo/status/1330100830100393991

Top URLs in Tweet in G10:
[1] https://www2.gov.bc.ca/COVID-19
[1] https://twitter.com/bcgovnews/status/1329591115574439937
[1] https://twitter.com/adriandix/status/1331390919157772289

Top Domains
Top Domains in Tweet in Entire Graph:
[417] twitter.com
[39] youtube.com
[25] instagram.com
[19] dt51.net
[14] coviz.org
[12] swarmapp.com
[10] google.com
[9] facebook.com
[8] carpha.org
[8] nytimes.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G2:
[173] twitter.com
[15] instagram.com
[12] youtube.com
[12] swarmapp.com
[8] google.com
[7] worldometers.info
[4] theatlantic.com
[4] facebook.com
[4] allrecipes.com
[3] tagesschau.de

Top Domains in Tweet in G3:
[32] twitter.com
[1] tweetedtimes.com
[1] climatehealers.org
[1] instagram.com

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] ifo.de

Top Domains in Tweet in G7:
[2] tumblr.com
[1] nytimes.com
[1] w42st.com

Top Domains in Tweet in G8:
[8] carpha.org

Top Domains in Tweet in G9:
[8] twitter.com
[1] halton.ca
[1] peelregion.ca
[1] youtube.com
[1] apple.news
[1] ontario.ca

Top Domains in Tweet in G10:
[2] twitter.com
[1] bc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2335] flattenthecurve
[1843] climatestrikeonline
[571] covid19
[342] wearamask
[308] stayhome
[168] socialdistancing
[141] coronavirus
[105] washyourhands
[93] fridaysforfuture
[86] staysafe



Top Hashtags in Tweet in G1:
[1432] climatestrikeonline
[12] flattenthecurve
[9] fridaysforfuture
[8] schoolstrike4climate
[4] facetheclimateemergency
[3] climatestrike
[1] fighteverycrisis
[1] kontaktereduzieren
[1] climatechangeyourmind

Top Hashtags in Tweet in G2:
[638] flattenthecurve
[161] covid19
[67] wearamask
[61] socialdistancing
[59] stayhome
[48] coronavirus
[30] staysafe
[29] covid
[25] stayathome
[23] washyourhands

Top Hashtags in Tweet in G3:
[395] climatestrikeonline
[97] flattenthecurve
[80] fridaysforfuture
[79] facetheclimateemergency
[61] schoolstrike4climate
[40] climateaction
[39] makeadifference
[30] climatestrike
[24] fightclimateinjustice
[24] climatechangeisreal

Top Hashtags in Tweet in G4:
[7] flattenthecurve
[1] itsnotworthit
[1] fucktrump
[1] covid19

Top Hashtags in Tweet in G5:
[1] confinement2
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[39] flattenthecurve
[5] wellenbrecher
[4] zerocovid
[4] covid19de
[2] schulden
[2] staates
[2] lockdown
[2] eugenik
[2] climatestrikeonline
[1] herdimmunity

Top Hashtags in Tweet in G7:
[15] flattenthecurve
[5] covid19
[5] wearamask
[3] stayhome
[2] teacher
[2] remote
[2] learning
[2] newjersey
[2] teachinginapandemic
[1] 2weeks

Top Hashtags in Tweet in G8:
[9] covid19
[9] coronavirus
[9] flattenthecurve
[8] stayhome
[8] stayhomestaysafe
[8] healthycaribbean
[5] carpha
[5] socialdistancing
[5] physicaldistancing
[3] wearamask

Top Hashtags in Tweet in G9:
[39] flattenthecurve
[15] ableg
[11] covid19
[9] covid19ab
[9] covidalert
[7] secondwave
[6] facemask
[6] pandemic
[4] ltc
[4] covidzero

Top Hashtags in Tweet in G10:
[35] covid19
[35] flattenthecurve
[20] canlab
[7] wearyourmask
[7] weareallinthitogether
[7] surreybc
[2] treatuskindly
[1] wave2
[1] inittogether
[1] covid19bc

Top Words
Top Words in Tweet in Entire Graph:
[4254] week
[4222] strike
[4212] school
[4027] gretathunberg
[2507] today
[2378] friday
[2367] black
[2367] future
[2349] living
[2344] present

Top Words in Tweet in G1:
[3716] gretathunberg
[3705] strike
[3699] school
[3699] week
[2262] 119
[2262] today
[2262] black
[2262] friday
[2262] overconsumption
[2262] wrecking

Top Words in Tweet in G2:
[638] #flattenthecurve
[161] #covid19
[67] #wearamask
[61] #socialdistancing
[60] die
[59] #stayhome
[48] #coronavirus
[48] home
[39] make
[38] mask

Top Words in Tweet in G3:
[511] week
[501] strike
[482] school
[395] #climatestrikeonline
[295] gretathunberg
[209] make
[202] patriciakombo
[173] love
[165] 66
[165] outrage

Top Words in Tweet in G4:
[119] drphillipsmd
[70] another
[70] disgraceful
[70] statement
[70] flies
[70] face
[70] science
[70] medicine
[70] today
[70] lame

Top Words in Tweet in G5:
[94] souvenez
[94] flatten
[94] curve
[94] dirait
[94] confinement
[94] n'a
[94] rien
[94] fait
[94] baisser
[94] pic

Top Words in Tweet in G6:
[39] #flattenthecurve
[32] olafscholz
[29] wichtige
[29] beschlüsse
[29] wollen
[29] gründlich
[29] diskutiert
[29] mehr
[28] politische
[28] sieben

Top Words in Tweet in G7:
[75] njea
[38] joint
[38] message
[38] massteacher
[38] psea
[38] ceanews
[38] nearhodeisland
[38] dsea1
[38] importance
[38] student

Top Words in Tweet in G8:
[126] glitter
[64] many
[63] corona
[63] virus
[63] explained
[63] friends
[63] crafting
[63] one
[63] using
[63] projects

Top Words in Tweet in G9:
[39] #flattenthecurve
[15] #ableg
[14] restrictions
[11] #covid19
[11] cmoh_alberta
[10] regionofhalton
[10] remember
[10] keep
[10] two
[10] metre

Top Words in Tweet in G10:
[47] workers
[38] public
[37] masks
[37] mandatory
[37] indoor
[36] postal
[35] #covid19
[35] #flattenthecurve
[34] travel
[31] spaces

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4199] strike,week
[4197] school,strike
[3923] gretathunberg,school
[2367] black,friday
[2342] present,future
[2341] overconsumption,wrecking
[2341] wrecking,present
[2341] future,living
[2341] living,conditions
[2338] week,119

Top Word Pairs in Tweet in G1:
[3699] school,strike
[3699] strike,week
[3692] gretathunberg,school
[2262] week,119
[2262] 119,today
[2262] today,black
[2262] black,friday
[2262] friday,overconsumption
[2262] overconsumption,wrecking
[2262] wrecking,present

Top Word Pairs in Tweet in G2:
[37] #covid19,#flattenthecurve
[30] social,distancing
[27] #flattenthecurve,#socialdistancing
[24] kids,bored
[24] bored,practicing
[24] practicing,social
[23] #flattenthecurve,#covid19
[23] #stayhome,#flattenthecurve
[21] #flattenthecurve,#wearamask
[21] distancing,make

Top Word Pairs in Tweet in G3:
[484] strike,week
[482] school,strike
[216] gretathunberg,school
[200] patriciakombo,school
[165] week,66
[165] 66,outrage
[165] outrage,fit
[165] fit,sign
[165] sign,make
[165] make,love

Top Word Pairs in Tweet in G4:
[70] another,disgraceful
[70] disgraceful,statement
[70] statement,flies
[70] flies,face
[70] face,science
[70] science,medicine
[70] medicine,today
[70] today,lame
[70] lame,duck
[70] duck,president

Top Word Pairs in Tweet in G5:
[94] souvenez,flatten
[94] flatten,curve
[94] curve,dirait
[94] dirait,confinement
[94] confinement,n'a
[94] n'a,rien
[94] rien,fait
[94] fait,baisser
[94] baisser,pic
[94] pic,décès

Top Word Pairs in Tweet in G6:
[29] wollen,gründlich
[29] gründlich,diskutiert
[28] wichtige,politische
[28] politische,beschlüsse
[28] beschlüsse,wollen
[28] diskutiert,mehr
[28] mehr,sieben
[28] sieben,stunden
[28] stunden,video
[28] video,konferenz

Top Word Pairs in Tweet in G7:
[38] joint,message
[38] message,njea
[38] njea,massteacher
[38] massteacher,psea
[38] psea,ceanews
[38] ceanews,nearhodeisland
[38] nearhodeisland,dsea1
[38] dsea1,importance
[38] importance,student
[38] student,educator

Top Word Pairs in Tweet in G8:
[63] corona,virus
[63] virus,explained
[63] explained,friends
[63] friends,crafting
[63] crafting,one
[63] one,using
[63] using,glitter
[63] glitter,many
[63] many,projects
[63] projects,glitter

Top Word Pairs in Tweet in G9:
[10] remember,keep
[10] keep,two
[10] two,metre
[10] metre,distance
[10] distance,others
[10] others,outside
[10] outside,household
[10] household,limit
[10] limit,exposure
[10] exposure,#covid19

Top Word Pairs in Tweet in G10:
[37] masks,mandatory
[37] mandatory,indoor
[37] indoor,public
[35] postal,workers
[31] public,spaces
[31] spaces,workplaces
[31] workplaces,essential
[31] essential,travel
[16] case,haven
[16] haven,heard

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@realdonaldtrump
@olafscholz
@gretathunberg
@cmoh_alberta
@shomburg
@joebiden
@paulkrugman
@justintrudeau
@michaelemann

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:
@vaccinenet_ng

Top Replied-To in G3:
@michaelemann
@vanessa_vash
@climatehuman
@weatherprof
@timguinee
@johnkerry
@gretathunberg

Top Replied-To in G4:
@breakfixbreak

Top Replied-To in G6:
@olafscholz
@sz
@elisatset
@gkalinkat
@wanda_mueller
@rs_eng_brain

Top Replied-To in G7:
@govmurphy
@nygovcuomo
@governortomwolf
@celticsteampunk
@massgovernor

Top Replied-To in G9:
@cmoh_alberta
@justintrudeau
@jkenney
@canborder
@adamskely
@dorisgrinspun
@yourmorning
@janisirwin
@yixinglaptop

Top Replied-To in G10:
@adriandix

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@g
@drphillipsmd
@momotchiii
@yednetworkke
@deepripley
@eve_chantel
@vanessa_vash
@euinkenya

Top Mentioned in G1:
@gretathunberg

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@flooringdirectx
@america_partii
@oncoalert
@thegeeksreborn
@dopauln
@skeptikaa
@dhealthhub

Top Mentioned in G3:
@gretathunberg
@patriciakombo
@g
@eve_chantel
@vanessa_vash
@makeadi30164733
@arnestor
@tveitdal
@redmayne_robert
@unicef_finland

Top Mentioned in G4:
@drphillipsmd
@cnn
@celinegounder
@ac360
@mtosterholm
@vivek_murthy

Top Mentioned in G5:
@momotchiii

Top Mentioned in G6:
@olafscholz
@regsprecher
@kathrinbischoff
@belex70
@fdpbt
@elisatset
@gretathunberg
@sunrise_7th
@sz
@marcobuschmann

Top Mentioned in G7:
@massteacher
@psea
@ceanews
@nearhodeisland
@dsea1
@njea
@govmurphy
@nygovcuomo
@joeolivo1
@librafly_nyc

Top Mentioned in G8:
@deepripley
@carpha1
@dragonfantasy69
@gretathunberg
@crazy4craftsyyc

Top Mentioned in G9:
@regionofhalton
@etowntechy
@jkenney
@cmoh_alberta
@fordnation
@justintrudeau
@regionofpeel
@dranneid
@youralberta
@nenshi

Top Mentioned in G10:
@cupw
@nathancullen
@josie_osborne
@jinnysims
@bclegislature
@jjhorgan
@deepripley

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@solutioneer72
@rjber15
@roblwilson
@inabster
@miguelhilargiak
@padakitty
@susi079
@chilhon2016lap

Top Tweeters in G1:
@gocoo_59
@gocoo
@miguelhilargiak
@padakitty
@chilhon2016lap
@betterw05759703
@awelab1956
@teram323tere
@tadrow
@therezafontoura

Top Tweeters in G2:
@greenurlifenow
@carol_hulme
@tamraraven
@starfleetmom
@bettycjung
@curious_kyle1
@kestinen
@dps1879
@skeptikaa
@gojetsgowpg

Top Tweeters in G3:
@roblwilson
@inabster
@thesun
@88seattle61
@blubdha
@gezgintrk
@dawnroseturner
@themominatrixx
@mtnbvan
@brade1991

Top Tweeters in G4:
@klovesnature
@marlenes777
@4tybin
@cnn
@dawn_dawnandava
@capeannsky
@tkoa702
@thejessicatate
@sadie_75resist
@bethshadday

Top Tweeters in G5:
@thalassa2008
@rosyjour
@teppdude
@cdauverchain
@jakherjak
@chacha78180
@loindevant
@dinozorn
@mnatnoelle
@gmelody1

Top Tweeters in G6:
@muschelschloss
@welt
@erwinbertrand
@michael_kunz
@marie_laveau_
@sz
@beratungdda
@fraufoo
@flawlessfeliks
@wanda_mueller

Top Tweeters in G7:
@carolekingnyc
@thereadingzone
@massgov
@aromay
@franklinr50
@nygovcuomo
@massteacher
@cityofboston
@njea
@smozer

Top Tweeters in G8:
@suepeac
@viralvideovlogs
@ruthmkb
@kellyjohnsonhas
@krikalitika
@pixxydoodle
@ducadispalato
@matt_mollinedo
@auntislandshell
@doggiedog

Top Tweeters in G9:
@walmart
@davwain1
@bregmanps
@stardustnf
@kemosite
@macarthur54
@mcleans4
@gopherachers
@yourmorning
@nenshi

Top Tweeters in G10:
@solon594bce
@suestroud
@cmusician
@john68richmond
@tresahorney
@moshebappel
@lindainred
@danharrisndp
@m_sallis
@nomad_scholar


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.