#FlattenTheCurve, Twitter, 9/28/2020 9:00:01 AM, 236136


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#FlattenTheCurve_2020-09-28_01-06-13.xlsx
#FlattenTheCurve_2020-09-28_01-06-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2FXX0U5
@gretathunberg
@docassar
@michael_kunz
@arieltroster
@yednetworkke
@sflecce
@viralvideovlogs
@who
@verabesse
@taunrey

Top hashtags:
#flattenthecurve
#climatestrike
#covid19
#coronavirus
#wearamask
#staysafe
#leralla

Description:
Description
The graph represents a network of 6,134 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, 28 September 2020 at 08:10 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 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 13-day, 23-hour, 49-minute period from Monday, 14 September 2020 at 00:10 UTC to Monday, 28 September 2020 at 00:00 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 : 6134
Unique Edges : 3134
Edges With Duplicates : 11543
Total Edges : 14677
Number of Edge Types : 5
Retweet : 4550
MentionsInRetweet : 6339
Mentions : 1446
Tweet : 1886
Replies to : 456
Self-Loops : 1963
Reciprocated Vertex Pair Ratio : 0.0097116390258479
Reciprocated Edge Ratio : 0.0192364604912696
Connected Components : 1071
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 2599
Maximum Edges in a Connected Component : 7287
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.711055
Graph Density : 0.000179639340132976
Modularity : 0.468724
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,134 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, 28 September 2020 at 08:10 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 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 13-day, 23-hour, 49-minute period from Monday, 14 September 2020 at 00:10 UTC to Monday, 28 September 2020 at 00:00 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:
[21] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[18] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[18] https://m.bild.de/politik/inland/politik-inland/deutschland-im-corona-absage-fieber-trotz-leerer-intensiv-betten-73013298.bildMobile.html
[17] https://www.worldometers.info/coronavirus/country/us/
[13] https://aatishb.com/maskmath/
[13] https://www.rivcoph.org/coronavirus
[12] https://590games.com/sm-FB
[11] https://www.stuttgarter-nachrichten.de/inhalt.pcr-test-bosch-beschleunigt-corona-test-ergebnis-nach-39-minuten.3fc533a2-0581-4f31-a2c7-61ae480fa863.html
[10] https://www.twitch.tv/nezuryu
[8] https://aryanveda.in/

Top URLs in Tweet in G1:
[3] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html
[3] https://twitter.com/atamewani/status/1306880411629506563
[1] https://twitter.com/GretaThunberg/status/1306868113326178305
[1] https://twitter.com/gretathunberg/status/1306868113326178305

Top URLs in Tweet in G2:
[17] https://www.worldometers.info/coronavirus/country/us/
[12] https://590games.com/sm-FB
[4] https://vlebazaar.in/
[4] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[4] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.twitch.tv/marreem_
[3] https://ranchhouseapparel.storenvy.com/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235904
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235960
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236044
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235467
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235574
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235797
[2] https://twitter.com/floodsandfish/status/1309610941009461249
[2] https://www.divi.de/divi-intensivregister-tagesreport-archiv
[1] https://www.youtube.com/watch?v=Z8zNsUTWsOc&feature=youtu.be

[1] https://twitter.com/docassar/status/1307643722805506054

Top URLs in Tweet in G4:
[2] https://twitter.com/NjoroDr/status/1307945777378070530
[1] https://www.instagram.com/accounts/login/?next=/p/CFPtKKeH9Gx/%3Figshid%3D1qjur24h0dh36

Top URLs in Tweet in G5:
[1] https://twitter.com/breakingnewsie/status/1307584666136846337

Top URLs in Tweet in G6:
[2] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html?utm_campaign=not-applicable&utm_medium=vanity-url&utm_source=canada-ca_coronavirus
[1] https://twitter.com/cpho_canada/status/1309613711456337920
[1] https://twitter.com/epdevilla/status/1308873370755371008
[1] https://twitter.com/picardonhealth/status/1309193596806090752
[1] https://twitter.com/onthospitalassn/status/1309502967599505410
[1] https://twitter.com/CTVChristina/status/1306652448698892288
[1] https://twitter.com/IrfanDhalla/status/1307860537934516224
[1] https://twitter.com/MoriartyLab/status/1308921905815130114
[1] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/self-monitoring-self-isolation-isolation-for-covid-19.html
[1] https://twitter.com/heysciencesam/status/1305751451436802048

Top URLs in Tweet in G8:
[1] https://www.rte.ie/news/2020/0918/1165913-cabinet-expected-to-tighten-restrictions-on-dublin/

Top URLs in Tweet in G9:
[1] https://twitter.com/CityCynthia/status/1309135208537522178

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[37] instagram.com
[35] youtube.com
[25] google.com
[23] coviz.org
[21] dt51.net
[19] nodexlgraphgallery.org
[19] bild.de
[18] carpha.org
[17] worldometers.info

Top Domains in Tweet in G1:
[5] twitter.com
[3] wonkedition.se

Top Domains in Tweet in G2:
[119] twitter.com
[29] instagram.com
[17] worldometers.info
[12] 590games.com
[9] youtube.com
[8] facebook.com
[8] swarmapp.com
[6] tumblr.com
[6] google.com
[5] linkedin.com

Top Domains in Tweet in G3:
[20] twitter.com
[19] nodexlgraphgallery.org
[2] divi.de
[1] youtube.com
[1] intelligencer.ca
[1] trendysubs.com
[1] carpha.org
[1] canada.ca
[1] forbes.com
[1] theatlantic.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] instagram.com

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

Top Domains in Tweet in G6:
[14] twitter.com
[3] canada.ca

Top Domains in Tweet in G8:
[1] rte.ie

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3887] flattenthecurve
[1209] climatestrike
[925] covid19
[359] coronavirus
[323] wearamask
[190] staysafe
[175] leralla
[173] socialdistancing
[165] covid_19
[155] naledi



Top Hashtags in Tweet in G1:
[1183] climatestrike
[119] climatestrikeonline
[113] fridaysforfuture
[99] schoolstrike4climate
[88] flattenthecurve
[61] stayathome
[44] facetheclimateemergency
[12] fightclimateinjustice
[7] オンライン気候ストライキ
[7] 気候変動

Top Hashtags in Tweet in G2:
[721] flattenthecurve
[196] covid19
[89] coronavirus
[60] staysafe
[52] socialdistancing
[49] wearamask
[40] covid
[37] covid_19
[27] stayhome
[27] washyourhands

Top Hashtags in Tweet in G3:
[256] flattenthecurve
[46] covid19
[31] stopthespread
[29] viralkindness
[18] coronavirus
[18] nomasks
[17] resist
[17] technocracy
[16] climatestrike
[14] ad

Top Hashtags in Tweet in G4:
[98] schools
[96] flattenthecurve
[89] covid19
[80] ipc
[8] angamizacorona
[3] covidー19
[3] eucovid19responseke
[3] komeshacorona
[3] savelives
[2] 47millionreasons

Top Hashtags in Tweet in G5:
[47] flattenthecurve
[39] doitfordublin
[2] stayhomestaysafe
[1] supportlocal
[1] covid19
[1] vallance
[1] whitty
[1] whackamole
[1] followtherules
[1] backtobasics

Top Hashtags in Tweet in G6:
[55] covid
[53] flattenthecurve
[20] covid19
[11] maskup
[8] casedemic
[6] physicaldistancing
[3] downsizeyourbubble
[3] washyourhands
[3] ottawa
[3] stayhomesavelives

Top Hashtags in Tweet in G7:
[5] climatestrike
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[92] flattenthecurve
[1] lockdown
[1] flattenthecountry

Top Hashtags in Tweet in G9:
[37] covid19
[30] flattenthecurve
[25] canlab
[6] wearyourmask
[2] climatestrike
[1] schoolsbeforebars
[1] secondwave

Top Hashtags in Tweet in G10:
[70] covid19kn
[26] flattenthecurve
[22] staysafe
[22] takeresponsibility
[17] maskupkano
[7] maskup
[3] covid19kano
[2] staysafestayhealthy

Top Words
Top Words in Tweet in Entire Graph:
[3887] #flattenthecurve
[2501] strike
[1515] covid
[1511] 19
[1461] week
[1398] remember
[1388] keep
[1383] school
[1290] social
[1266] gretathunberg

Top Words in Tweet in G1:
[2476] strike
[1358] week
[1333] school
[1232] gretathunberg
[1191] keep
[1183] #climatestrike
[1154] social
[1142] covid
[1142] 19
[1141] remember

Top Words in Tweet in G2:
[722] #flattenthecurve
[196] #covid19
[89] #coronavirus
[65] die
[60] #staysafe
[54] covid
[52] #socialdistancing
[51] total
[50] 000
[50] social

Top Words in Tweet in G3:
[256] #flattenthecurve
[85] sflecce
[56] bbcstoryworks
[50] die
[46] #covid19
[45] spread
[44] together
[41] kindness
[40] more
[34] remember

Top Words in Tweet in G4:
[315] yednetworkke
[179] need
[166] playing
[149] communities
[140] moh_kenya
[140] euinkenya
[138] amref_kenya
[136] nationalerke
[105] community
[98] little

Top Words in Tweet in G5:
[196] paulcaddensaba
[161] people
[160] team
[159] tell
[159] 26
[159] laid
[159] tonight
[159] amazing
[159] heartbreaking
[159] both

Top Words in Tweet in G6:
[71] rising
[62] together
[60] time
[58] ensure
[56] cases
[55] #covid
[55] 19
[55] ontarians
[55] age
[55] come

Top Words in Tweet in G7:
[98] seht
[98] deutlichen
[98] knick
[98] kurve
[98] begonnen
[98] worte
[98] statt
[98] taten
[98] klimaschutz
[98] setzen

Top Words in Tweet in G8:
[92] #flattenthecurve
[79] lockdown
[78] know
[78] reasons
[78] original
[78] protect
[78] health
[78] service
[78] purpose
[76] nimmermaximum

Top Words in Tweet in G9:
[76] people
[68] arieltroster
[66] zoom
[65] worried
[65] gathering
[65] thanksgiving
[65] reminder
[65] jews
[65] made
[65] passover

Top Words in Tweet in G10:
[158] samples
[155] tested
[149] update
[145] total
[143] today
[128] case
[101] death
[87] cases
[79] kano
[79] state

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1420] covid,19
[1346] school,strike
[1343] strike,week
[1234] gretathunberg,school
[1162] social,distance
[1153] strike,remember
[1153] remember,keep
[1153] keep,social
[1153] follow,covid
[1152] distance,follow

Top Word Pairs in Tweet in G1:
[1333] school,strike
[1330] strike,week
[1223] gretathunberg,school
[1142] covid,19
[1141] strike,remember
[1141] remember,keep
[1141] keep,social
[1141] social,distance
[1141] distance,follow
[1141] follow,covid

Top Word Pairs in Tweet in G2:
[60] #covid19,#flattenthecurve
[40] social,distancing
[35] kids,bored
[35] bored,practicing
[35] practicing,social
[32] #covid19,#coronavirus
[31] covid,19
[31] distancing,make
[26] #flattenthecurve,#socialdistancing
[25] ginger_exchange,kids

Top Word Pairs in Tweet in G3:
[29] depend,continue
[29] continue,work
[29] work,hard
[29] hard,#flattenthecurve
[28] more,remember
[28] remember,kids
[28] kids,depend
[27] sflecce,more
[26] #flattenthecurve,#stopthespread
[24] share,#viralkindness

Top Word Pairs in Tweet in G4:
[137] amref_kenya,euinkenya
[107] moh_kenya,nationalerke
[98] little,angels
[98] angels,playing
[98] playing,neighborhoods
[98] neighborhoods,need
[98] need,supervised
[98] supervised,parents
[98] parents,community
[98] community,remember

Top Word Pairs in Tweet in G5:
[159] tell,26
[159] 26,team
[159] team,laid
[159] laid,tonight
[159] tonight,amazing
[159] amazing,people
[159] people,heartbreaking
[159] heartbreaking,both
[158] paulcaddensaba,tell
[158] both,saba

Top Word Pairs in Tweet in G6:
[55] #covid,19
[55] 19,cases
[55] cases,rising
[55] rising,time
[55] time,ontarians
[55] ontarians,age
[55] age,come
[55] come,together
[55] together,ensure
[55] ensure,friends

Top Word Pairs in Tweet in G7:
[98] seht,deutlichen
[98] deutlichen,knick
[98] knick,kurve
[98] kurve,begonnen
[98] begonnen,worte
[98] worte,statt
[98] statt,taten
[98] taten,klimaschutz
[98] klimaschutz,setzen
[97] verabesse,seht

Top Word Pairs in Tweet in G8:
[78] know,reasons
[78] reasons,original
[78] original,lockdown
[78] lockdown,#flattenthecurve
[78] #flattenthecurve,protect
[78] protect,health
[78] health,service
[78] service,purpose
[76] nimmermaximum,know
[14] govt,closing

Top Word Pairs in Tweet in G9:
[65] people,worried
[65] worried,gathering
[65] gathering,thanksgiving
[65] thanksgiving,reminder
[65] reminder,jews
[65] jews,made
[65] made,zoom
[65] zoom,passover
[64] arieltroster,people
[39] postal,workers

Top Word Pairs in Tweet in G10:
[155] samples,tested
[79] kano,state
[79] total,samples
[73] tested,today
[73] today,kano
[71] case,death
[70] #covid19kn,update
[70] september,2020
[70] results,received
[70] received,today

Top Replied-To
Top Replied-To in Entire Graph:
@bag_ofsp_ufsp
@yednetworkke
@adamcarolla
@jonrothstein
@sflecce
@karl_lauterbach
@fordnation
@aryanvedaherbal
@nygovcuomo
@who

Top Replied-To in G1:
@michaelemann
@gretathunberg
@xr_godalming

Top Replied-To in G2:
@admedical

Top Replied-To in G3:
@sflecce
@karl_lauterbach
@who
@docassar
@fordnation
@maxotte_says
@hummelchen345
@tagesspiegel
@ketoman180
@globalnational

Top Replied-To in G4:
@yednetworkke

Top Replied-To in G5:
@rochfordniall
@austinsdublin
@paulcaddensaba

Top Replied-To in G6:
@cpho_canada
@celliottability
@mskathleenquinn
@bevazevedo
@cp24
@ottawapolitico
@debssayitagain
@uberedottawa

Top Replied-To in G8:
@donnellystephen

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@yednetworkke
@paulcaddensaba
@saba
@amref_kenya
@moh_kenya
@euinkenya
@nationalerke
@verabesse
@metrorailgp

Top Mentioned in G1:
@gretathunberg
@atamewani
@connect4climate
@maanvinderp
@cevikushb
@transitionface
@naomi_sts
@namugerwaleah
@kutubuddin215
@kyraoser

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@kathycordayusa
@afdverbot2021
@wqbelle
@theres146
@beebehealthcare
@flooringdirectx
@magnaiv

Top Mentioned in G3:
@sflecce
@bbcstoryworks
@who
@gretathunberg
@docassar
@theintell
@michael_kunz
@c_drosten
@realdonaldtrump
@viralvideovlogs

Top Mentioned in G4:
@yednetworkke
@moh_kenya
@amref_kenya
@euinkenya
@nationalerke
@whokenya
@susan_mochache
@drmercyhealth
@ericmwe78966302
@ndi

Top Mentioned in G5:
@paulcaddensaba
@saba
@sabadublin

Top Mentioned in G6:
@onthospitalassn
@alexmunter
@cheo
@hanigsberg
@anthonydaleoha
@veraetches
@celliottability
@uofgresearch
@uofg_mcb
@uofg_hhns

Top Mentioned in G7:
@verabesse
@gretathunberg

Top Mentioned in G8:
@nimmermaximum
@cllrkredmond
@oco_ireland

Top Mentioned in G9:
@arieltroster
@cupw
@c
@gretathunberg
@celliottability
@fordnation
@sflecce

Top Mentioned in G10:
@knsmoh
@imamshams
@kanostateng
@govumarganduje
@dgawuna
@dr_tyw
@drfauziyyabuba
@kanosphcmb
@sahealth_kano

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@sectest9
@gocoo
@dynamocooligan
@lt38
@cybersec_feeds
@roblwilson
@joepranaitis
@k1a1zzz
@britpoptarts

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@alizardx
@altai_armande
@sallyrmelb
@billieo2
@blanketcrap
@domenico1oo777
@emperatriz1827

Top Tweeters in G2:
@dubeateo
@capetowntrains
@hyhutriangle
@sagittariushh
@whistlingwhist
@divasmind
@itsgodzirra
@skeptikaa
@24inmymind
@naturalbeings01

Top Tweeters in G3:
@time
@viralvideovlogs
@u_wanna_eh
@torontostar
@ana_captures
@hoshisato
@michael_kunz
@davwain1
@tagesspiegel
@citynews

Top Tweeters in G4:
@dan_tizer
@uhunyeparody
@mainchiq4
@mwangimainman
@bradjrr
@adrian_seereal
@kokwet_ke
@itsyourex__
@underatedkembwa
@dphennal

Top Tweeters in G5:
@adunlea
@pmc276
@caroles54218418
@marymc_31
@barbaramcmahon8
@newschambers
@saba
@jodbrens
@chip_daley
@siobhanfeely

Top Tweeters in G6:
@stingybee
@ottawapolitico
@itvnews
@linz775
@fastrunner2b
@bevazevedo
@tvmoviedan
@vickaric
@theagenda
@jimwatsonottawa

Top Tweeters in G7:
@masterprogram1
@balelt41
@lilly27mia
@eozwei
@rainerkresken
@tilmanwinkler
@mueller_andi
@azetbur
@mivesto
@jhandwerg

Top Tweeters in G8:
@fl85
@carbongate
@boggywood
@cristinadobre
@pedophileisa
@irishprolifer
@lamontc76925238
@newmumonline
@candycebyrne
@scrahallia

Top Tweeters in G9:
@blueravefinn
@john68richmond
@twelve_fiftyone
@scooterissima
@auxonic
@kwetoday
@margymaclibrary
@marlawd
@jackiyo
@torontolydia

Top Tweeters in G10:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@garbadaru
@citizen_iq
@dontomzy14
@topsylafresh
@ahmad_gogel
@famous_anfield


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