#FlattenTheCurve, Twitter, 9/29/2020 12:30:25 PM, 236246


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#FlattenTheCurve_2020-09-29_01-06-13.xlsx
#FlattenTheCurve_2020-09-29_01-06-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2S9METy
@gretathunberg
@docassar
@michael_kunz
@arieltroster
@yednetworkke
@sflecce
@viralvideovlogs
@who
@verabesse
@realdonaldtrump

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

Description:
Description
The graph represents a network of 6,145 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, 29 September 2020 at 08:11 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 : 6145
Unique Edges : 3137
Edges With Duplicates : 11571
Total Edges : 14708
Number of Edge Types : 5
Retweet : 4564
MentionsInRetweet : 6354
Mentions : 1447
Tweet : 1887
Replies to : 456
Self-Loops : 1964
Reciprocated Vertex Pair Ratio : 0.00968847816366075
Reciprocated Edge Ratio : 0.0191910245054621
Connected Components : 1071
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 2610
Maximum Edges in a Connected Component : 7318
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.720166
Graph Density : 0.000179420514646054
Modularity : 0.468686
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,145 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, 29 September 2020 at 08:11 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/brucelauckner/status/1306778805026123776
[1] https://twitter.com/celliottability/status/1306929938969264128
[1] https://twitter.com/CTVChristina/status/1306652448698892288
[1] https://twitter.com/IrfanDhalla/status/1307860537934516224
[1] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/self-monitoring-self-isolation-isolation-for-covid-19.html

Top URLs in Tweet in G8:
[1] https://twitter.com/CityCynthia/status/1309135208537522178
[1] https://twitter.com/MoriartyLab/status/1308921905815130114

Top URLs in Tweet in G9:
[1] https://www.rte.ie/news/2020/0918/1165913-cabinet-expected-to-tighten-restrictions-on-dublin/

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:
[19] nodexlgraphgallery.org
[18] twitter.com
[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:
[15] twitter.com
[3] canada.ca

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

Top Domains in Tweet in G9:
[1] rte.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3902] flattenthecurve
[1209] climatestrike
[926] covid19
[360] 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:
[253] flattenthecurve
[47] covid19
[31] stopthespread
[29] viralkindness
[19] 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:
[69] flattenthecurve
[54] covid
[19] 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:
[38] covid19
[31] flattenthecurve
[25] canlab
[6] wearyourmask
[2] climatestrike
[1] schoolsbeforebars
[1] secondwave
[1] covid
[1] sciencejobs

Top Hashtags in Tweet in G9:
[92] flattenthecurve
[1] lockdown
[1] flattenthecountry

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:
[3902] #flattenthecurve
[2501] strike
[1516] covid
[1511] 19
[1461] week
[1398] remember
[1388] keep
[1383] school
[1291] 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:
[253] #flattenthecurve
[85] sflecce
[56] bbcstoryworks
[50] die
[47] #covid19
[45] spread
[44] together
[41] kindness
[39] 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:
[70] rising
[69] #flattenthecurve
[61] together
[59] time
[57] ensure
[54] #covid
[54] 19
[54] cases
[54] ontarians
[54] age

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:
[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 G9:
[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 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:
[54] #covid,19
[54] 19,cases
[54] cases,rising
[54] rising,time
[54] time,ontarians
[54] ontarians,age
[54] age,come
[54] come,together
[54] together,ensure
[54] 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:
[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 G9:
[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 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 G9:
@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
@realdonaldtrump
@c_drosten
@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
@barbcollinshrh
@veraetches
@celliottability
@ty_fried
@mikevlasveld

Top Mentioned in G7:
@verabesse
@gretathunberg

Top Mentioned in G8:
@arieltroster
@cupw
@uofgresearch
@uofg_mcb
@uofg_hhns
@uofggradstudies
@uofg
@glenpyle
@c
@gretathunberg

Top Mentioned in G9:
@nimmermaximum
@cllrkredmond
@oco_ireland

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:
@joni_looking
@time
@viralvideovlogs
@u_wanna_eh
@torontostar
@ana_captures
@michael_kunz
@hoshisato
@davwain1
@tagesspiegel

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:
@blueravefinn
@john68richmond
@twelve_fiftyone
@scooterissima
@auxonic
@kwetoday
@margymaclibrary
@marlawd
@jackiyo
@torontolydia

Top Tweeters in G9:
@fl85
@carbongate
@boggywood
@cristinadobre
@pedophileisa
@irishprolifer
@lamontc76925238
@newmumonline
@candycebyrne
@scrahallia

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


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