#FlattenTheCurve, Twitter, 10/3/2020 10:16:52 AM, 236753


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#FlattenTheCurve_2020-10-03_02-37-58.xlsx
#FlattenTheCurve_2020-10-03_02-37-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 03, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/30w2BYx
@gretathunberg
@docassar
@alexmunter
@michael_kunz
@viralvideovlogs
@cevikushb
@who
@yednetworkke
@krahman
@onthospitalassn

Top hashtags:
#flattenthecurve
#climatestrike
#covid19
#coronavirus
#schoolstrike4climate

Description:
Description
The graph represents a network of 6,415 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, 03 October 2020 at 09:42 UTC.

The requested start date was Saturday, 03 October 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, 17-hour, 32-minute period from Saturday, 19 September 2020 at 06:28 UTC to Saturday, 03 October 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 : 6415
Unique Edges : 3364
Edges With Duplicates : 12886
Total Edges : 16250
Number of Edge Types : 5
Replies to : 411
Tweet : 1631
Retweet : 5300
MentionsInRetweet : 7521
Mentions : 1387
Self-Loops : 1710
Reciprocated Vertex Pair Ratio : 0.00970873786407767
Reciprocated Edge Ratio : 0.0192307692307692
Connected Components : 985
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 3080
Maximum Edges in a Connected Component : 9655
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.281896
Graph Density : 0.000189569727755998
Modularity : 0.46651
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,415 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, 03 October 2020 at 09:42 UTC.

The requested start date was Saturday, 03 October 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, 17-hour, 32-minute period from Saturday, 19 September 2020 at 06:28 UTC to Saturday, 03 October 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:
[25] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[21] 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
[16] https://www.worldometers.info/coronavirus/country/us/
[14] https://590games.com/sm-FB
[12] https://www.stuttgarter-nachrichten.de/inhalt.pcr-test-bosch-beschleunigt-corona-test-ergebnis-nach-39-minuten.3fc533a2-0581-4f31-a2c7-61ae480fa863.html
[11] https://anchor.fm/stbs
[11] https://www.rivcoph.org/coronavirus
[10] https://www.twitch.tv/nezuryu
[9] https://rolysbistro.ie/

Top URLs in Tweet in G1:
[2] https://twitter.com/GretaThunberg/status/1311914844434694145
[1] https://twitter.com/CevikusHB/status/1311931685232152576
[1] https://change.org/includeclimateeducation

Top URLs in Tweet in G2:
[14] https://590games.com/sm-FB
[6] https://aryanveda.in/
[4] https://www.allrecipes.com/recipe/240641/salt-dough/
[4] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[4] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://ranchhouseapparel.storenvy.com/
[3] https://www.youtube.com/watch?v=qG1igarUZOA

[3] http://www.crowdestimate.com/
[3] http://www.crowdestimation.com/
[3] http://www.crowdestimates.com/

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236246
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235904
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235960
[3] https://www.rte.ie/news/player/2020/0929/11240200-prime-time/
[2] https://twitter.com/chafkin/status/1312045064676421633
[2] https://mauinow.com/2020/09/18/114-new-covid-19-cases-105-oahu-9-hawaii-island-13-deaths/
[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=236136
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235574

Top URLs in Tweet in G4:
[2] https://twitter.com/onthospitalassn/status/1310594448544366594
[2] https://twitter.com/OntHospitalAssn/status/1309502967599505410
[1] https://twitter.com/IrfanDhalla/status/1307860537934516224
[1] https://twitter.com/our_children/status/1310675920563429383
[1] https://twitter.com/OntarioCollege/status/1311048095766061058
[1] https://ottawacitizen.com/news/local-news/covid-19-modelling-shows-ontario-could-see-1000-new-daily-cases-in-early-october
[1] https://www.youtube.com/watch?v=fxhy4rYxELs&feature=youtu.be

[1] https://twitter.com/kidsmentalhlth/status/1309522569603829762
[1] https://twitter.com/picardonhealth/status/1311616826321838084
[1] https://twitter.com/epdevilla/status/1308873370755371008

Top URLs in Tweet in G5:
[2] https://twitter.com/NjoroDr/status/1307945777378070530
[1] https://twitter.com/NjoroDr/status/1312072965362790402

Top URLs in Tweet in G6:
[1] https://twitter.com/bernamadotcom/status/1311967645890048001

Top URLs in Tweet in G7:
[1] https://twitter.com/snellk/status/1308422439458742275?s=21
[1] https://twitter.com/davwain1/status/1310683830945275906?s=20
[1] https://twitter.com/davwain1/status/1311370892363038721?s=20
[1] https://twitter.com/davwain1/status/1311370892363038721
[1] https://twitter.com/davwain1/status/1307664471062728704?s=20
[1] https://www.cbc.ca/news/canada/toronto/covid-19-coronavirus-ontario-october-2-1.5747709
[1] https://twitter.com/jkwan_md/status/1309862267186446336
[1] https://twitter.com/CBCOttawa/status/1308131593412849664
[1] https://twitter.com/StevenDelDuca/status/1311744591096406017
[1] https://twitter.com/imgrund/status/1311304617783951362

Top URLs in Tweet in G8:
[18] https://m.bild.de/politik/inland/politik-inland/deutschland-im-corona-absage-fieber-trotz-leerer-intensiv-betten-73013298.bildMobile.html
[1] https://twitter.com/RegSprecher/status/1310996763810111489
[1] https://twitter.com/phoenix_de/status/1310973183407861763

Top Domains
Top Domains in Tweet in Entire Graph:
[326] twitter.com
[54] youtube.com
[39] instagram.com
[25] coviz.org
[25] dt51.net
[22] nodexlgraphgallery.org
[21] carpha.org
[20] anchor.fm
[19] bild.de
[16] worldometers.info

Top Domains in Tweet in G1:
[3] twitter.com
[1] change.org

Top Domains in Tweet in G2:
[98] twitter.com
[31] instagram.com
[14] 590games.com
[10] youtube.com
[10] tagesschau.de
[8] swarmapp.com
[7] facebook.com
[6] aryanveda.in
[5] tumblr.com
[5] wordpress.com

Top Domains in Tweet in G3:
[22] nodexlgraphgallery.org
[19] twitter.com
[3] rte.ie
[2] mauinow.com
[2] divi.de
[1] intelligencer.ca
[1] defeattherona.org
[1] ctvnews.ca
[1] trendysubs.com
[1] carpha.org

Top Domains in Tweet in G4:
[17] twitter.com
[1] ottawacitizen.com
[1] youtube.com
[1] spotify.com

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

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

Top Domains in Tweet in G7:
[18] twitter.com
[1] cbc.ca
[1] cp24.com
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3562] flattenthecurve
[1825] climatestrike
[881] covid19
[329] coronavirus
[314] schoolstrike4climate
[297] wearamask
[231] staysafe
[185] covid
[163] pandemic
[163] stayhome



Top Hashtags in Tweet in G1:
[1782] climatestrike
[301] schoolstrike4climate
[134] climatestrikeonline
[120] fridaysforfuture
[101] flattenthecurve
[69] stayathome
[51] facetheclimateemergency
[17] digitalstrike
[7] fightclimateinjustice
[7] オンライン気候ストライキ

Top Hashtags in Tweet in G2:
[633] flattenthecurve
[182] covid19
[68] coronavirus
[64] staysafe
[47] wearamask
[42] socialdistancing
[33] pandemic
[30] covid_19
[27] corona
[26] stopthespread

Top Hashtags in Tweet in G3:
[189] flattenthecurve
[44] covid19
[32] stopthespread
[30] viralkindness
[19] coronavirus
[18] wearamask
[18] climatestrike
[10] icymi
[10] coronaupdate
[10] jacovid19

Top Hashtags in Tweet in G4:
[82] covid
[72] flattenthecurve
[25] covid19
[13] cdnhealth
[10] maskup
[9] ontario
[9] mentalhealth
[9] healthcare
[4] aplatirlacourbe
[3] onpoli

Top Hashtags in Tweet in G5:
[102] schools
[23] flattenthecurve
[16] covid19
[8] angamizacorona
[7] ipc
[3] covidー19
[3] eucovid19responseke
[2] secondwave
[2] socialdistance
[2] masks

Top Hashtags in Tweet in G6:
[136] flattenthecurve

Top Hashtags in Tweet in G7:
[59] flattenthecurve
[17] covid19
[6] covid
[6] onpoli
[5] covid19ontario
[4] ontario
[4] cdnpoli
[4] stayhome
[3] wearamask
[3] socialdistancing

Top Hashtags in Tweet in G8:
[51] flattenthecurve
[33] coronawarnapp
[25] coronamaßnahme
[25] bußgeld
[12] merkel
[7] infektionszahlen
[7] parties
[7] kneipen
[4] corona
[4] auswärtigeamt

Top Hashtags in Tweet in G9:
[84] flattenthecurve
[10] covid19
[7] golfgate
[1] icu
[1] makesyouwonder
[1] lockdown
[1] stayhome
[1] exponentialgrowth

Top Hashtags in Tweet in G10:
[7] climatestrike
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[3563] #flattenthecurve
[3106] strike
[2254] week
[2034] keep
[1957] school
[1940] covid
[1897] 19
[1825] #climatestrike
[1789] gretathunberg
[1663] remember

Top Words in Tweet in G1:
[3038] strike
[2131] week
[1890] school
[1787] keep
[1782] #climatestrike
[1739] gretathunberg
[1448] social
[1436] covid
[1436] 19
[1435] remember

Top Words in Tweet in G2:
[634] #flattenthecurve
[182] #covid19
[69] die
[68] #coronavirus
[64] #staysafe
[53] 000
[51] covid
[48] make
[47] #wearamask
[45] social

Top Words in Tweet in G3:
[189] #flattenthecurve
[86] arieltroster
[69] people
[63] made
[63] zoom
[62] worried
[62] gathering
[62] thanksgiving
[62] reminder
[62] jews

Top Words in Tweet in G4:
[100] 19
[90] together
[90] rising
[87] ontarians
[85] friends
[85] time
[84] cases
[83] onthospitalassn
[83] come
[82] #covid

Top Words in Tweet in G5:
[259] yednetworkke
[180] playing
[154] moh_kenya
[153] euinkenya
[151] amref_kenya
[149] nationalerke
[109] need
[107] community
[102] little
[102] angels

Top Words in Tweet in G6:
[136] #flattenthecurve
[135] lets
[135] right
[135] rakyat
[135] listened
[135] despite
[135] hurdles
[135] managed
[135] bring
[135] nums

Top Words in Tweet in G7:
[59] #flattenthecurve
[29] cases
[20] fordnation
[17] #covid19
[16] more
[14] again
[11] back
[10] rise
[10] ontario
[10] last

Top Words in Tweet in G8:
[132] die
[65] phoenix_de
[51] #flattenthecurve
[33] #coronawarnapp
[31] daten
[25] nutzung
[25] sei
[25] neue
[25] #coronamaßnahme
[25] 50

Top Words in Tweet in G9:
[84] #flattenthecurve
[79] know
[79] lockdown
[78] reasons
[78] original
[78] protect
[78] health
[78] service
[78] purpose
[76] nimmermaximum

Top Words in Tweet in G10:
[97] seht
[97] deutlichen
[97] knick
[97] kurve
[97] begonnen
[97] worte
[97] statt
[97] taten
[97] klimaschutz
[97] setzen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1785] covid,19
[1629] strike,week
[1627] school,strike
[1561] gretathunberg,school
[1474] social,distance
[1466] follow,covid
[1465] strike,remember
[1465] remember,keep
[1465] keep,social
[1465] distance,follow

Top Word Pairs in Tweet in G1:
[1593] strike,week
[1591] school,strike
[1539] gretathunberg,school
[1436] covid,19
[1435] strike,remember
[1435] remember,keep
[1435] keep,social
[1435] social,distance
[1435] distance,follow
[1435] follow,covid

Top Word Pairs in Tweet in G2:
[57] #covid19,#flattenthecurve
[40] social,distancing
[35] covid,19
[34] kids,bored
[34] bored,practicing
[34] practicing,social
[31] distancing,make
[26] die,angekündigten
[24] ginger_exchange,kids
[20] #flattenthecurve,#socialdistancing

Top Word Pairs in Tweet in G3:
[62] people,worried
[62] worried,gathering
[62] gathering,thanksgiving
[62] thanksgiving,reminder
[62] reminder,jews
[62] jews,made
[62] made,zoom
[62] zoom,passover
[61] arieltroster,people
[27] #flattenthecurve,#stopthespread

Top Word Pairs in Tweet in G4:
[83] come,together
[82] #covid,19
[82] 19,cases
[82] cases,rising
[82] rising,time
[82] time,ontarians
[82] ontarians,age
[82] age,come
[82] together,ensure
[82] ensure,friends

Top Word Pairs in Tweet in G5:
[150] amref_kenya,euinkenya
[119] moh_kenya,nationalerke
[102] little,angels
[102] angels,playing
[102] playing,neighborhoods
[102] neighborhoods,need
[102] need,supervised
[102] supervised,parents
[102] parents,community
[102] community,remember

Top Word Pairs in Tweet in G6:
[135] lets,right
[135] right,rakyat
[135] rakyat,listened
[135] listened,despite
[135] despite,hurdles
[135] hurdles,managed
[135] managed,#flattenthecurve
[135] #flattenthecurve,bring
[135] bring,nums
[135] nums,down

Top Word Pairs in Tweet in G7:
[8] things,great
[8] great,region
[8] region,47
[8] 47,112
[8] 112,weekly
[8] weekly,cases
[8] cases,38
[8] 38,tests
[8] tests,back
[8] back,lt

Top Word Pairs in Tweet in G8:
[33] phoenix_de,die
[25] die,nutzung
[25] nutzung,#coronawarnapp
[25] neue,#coronamaßnahme
[25] #coronamaßnahme,50
[25] 50,#bußgeld
[25] #bußgeld,restaurants
[25] restaurants,veranstalter
[25] veranstalter,die
[25] die,personenbezogenen

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
[10] evening,report

Top Word Pairs in Tweet in G10:
[97] seht,deutlichen
[97] deutlichen,knick
[97] knick,kurve
[97] kurve,begonnen
[97] begonnen,worte
[97] worte,statt
[97] statt,taten
[97] taten,klimaschutz
[97] klimaschutz,setzen
[96] verabesse,seht

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

Top Replied-To in G2:
@admedical

Top Replied-To in G3:
@karl_lauterbach
@sflecce
@docassar
@maxotte_says
@who
@charalanahzard
@theofleury14
@cjajamielewis
@adrianpimemento
@cturzer

Top Replied-To in G4:
@anthonydaleoha
@roussin_brent
@chcontario
@mskathleenquinn

Top Replied-To in G5:
@yednetworkke

Top Replied-To in G7:
@fordnation
@farrrrah91
@leolentini8
@jq0982
@kydaeo
@bttoronto
@kpak2020
@catcampanella1
@topublichealth
@jchianello

Top Replied-To in G8:
@cdu
@phoenix_de
@dohringmartin
@roggestefanie
@behindt93065949

Top Replied-To in G9:
@donnellystephen
@davidjewood
@independent_ie
@mediamurray

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@cevikushb
@yednetworkke
@greenpeace
@wakiodorcas
@charlo
@moh_kenya
@amref_kenya
@euinkenya
@nationalerke

Top Mentioned in G1:
@gretathunberg
@cevikushb
@greenpeace
@wakiodorcas
@charlo
@salwahunafa
@redmayne_robert
@francisssembat2
@atamewani
@fridays4future

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@theres146
@beebehealthcare
@afdverbot2021
@wqbelle
@flooringdirectx
@domainsmmbb
@kidkool4u

Top Mentioned in G3:
@arieltroster
@sflecce
@bbcstoryworks
@who
@gretathunberg
@docassar
@michael_kunz
@theintell
@yednetworkke
@viralvideovlogs

Top Mentioned in G4:
@onthospitalassn
@alexmunter
@qchpresident
@hanigsberg
@cheo
@barbcollinshrh
@kmoranont
@brucepsquires
@arhceo
@wdskhospital

Top Mentioned in G5:
@yednetworkke
@moh_kenya
@amref_kenya
@euinkenya
@nationalerke
@whokenya
@susan_mochache
@drmercyhealth
@ericmwe78966302
@ndi

Top Mentioned in G6:
@ulyahusamudin
@shahnonsalleh

Top Mentioned in G7:
@fordnation
@theresaliumd
@mikehaddadmd
@cp24
@johntory
@jkwan_md
@justintrudeau
@francoislegault
@gouvqc
@cbcnews

Top Mentioned in G8:
@phoenix_de
@marcus05911286
@cdu
@csu
@hbraun
@dorobaer
@auswaertigesamt
@neuthfer
@markus_soeder
@gretathunberg

Top Mentioned in G9:
@nimmermaximum
@ronan_glynn
@frankarmstrong2
@simonharristd
@cmoireland
@roinnslainte
@oco_ireland
@dibayley11
@independent_ie
@normafoleytd1

Top Mentioned in G10:
@verabesse
@gretathunberg

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dynamocooligan
@rk70534
@lt38
@chidambara09
@cybersec_feeds
@roblwilson
@joepranaitis
@k1a1zzz
@britpoptarts

Top Tweeters in G1:
@rk70534
@roblwilson
@quintero_funes
@john1966olsen
@sudeepkhatri
@menabster
@altai_armande
@blanketcrap
@domenico1oo777
@kouzie01

Top Tweeters in G2:
@onua_zionfelix
@dubeateo
@capetowntrains
@hyhutriangle
@whistlingwhist
@iamaniku
@sleepyaddicts
@divasmind
@24inmymind
@naturalbeings01

Top Tweeters in G3:
@joni_looking
@time
@blueravefinn
@viralvideovlogs
@u_wanna_eh
@allehyanik
@ana_captures
@michael_kunz
@twelve_fiftyone
@scooterissima

Top Tweeters in G4:
@meeksvs
@stingybee
@casualcactii
@inkscrblr
@fastrunner2b
@nnorma192
@vickaric
@country104
@smoiz
@mlgg2

Top Tweeters in G5:
@dan_tizer
@uhunyeparody
@mainchiq4
@mwangimainman
@bradjrr
@adrian_seereal
@kokwet_ke
@itsyourex__
@underatedkembwa
@dphennal

Top Tweeters in G6:
@eddydaud
@raymondrahman
@oojiley
@_ehezal
@boeing747s8
@ariffalyahya77
@idysurtagem
@iamwilliamfoong
@nurfahazliani
@asrulmm

Top Tweeters in G7:
@torontostar
@davwain1
@cbcnews
@citynews
@cbcalerts
@cbcottawa
@canadiangirl49
@dawnbazely
@globalnational
@jimwatsonottawa

Top Tweeters in G8:
@fwwinterberg
@birgitlissowsky
@dukdaffe
@engelgert
@irenew1812
@dtzb
@matthiasfranck
@zaretten
@dorisbrehm
@dukeno_1

Top Tweeters in G9:
@fl85
@davidjewood
@independent_ie
@carbongate
@boggywood
@cristinadobre
@pedophileisa
@irishprolifer
@lamontc76925238
@newmumonline

Top Tweeters in G10:
@masterprogram1
@balelt41
@lilly27mia
@eozwei
@rainerkresken
@tilmanwinkler
@mueller_andi
@azetbur
@mivesto
@jhandwerg


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