#FlattenTheCurve, Twitter, 9/23/2020 8:28:26 AM, 235797


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#FlattenTheCurve_2020-09-23_01-04-41.xlsx
#FlattenTheCurve_2020-09-23_01-04-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/301dqSp
@gretathunberg
@docassar
@michael_kunz
@final_space_
@who
@sflecce
@yednetworkke
@verabesse
@cp24
@martelocris

Top hashtags:
#flattenthecurve
#climatestrike
#covid19
#coronavirus
#wearamask
#covid_19

Description:
Description
The graph represents a network of 6,367 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 Wednesday, 23 September 2020 at 08:09 UTC.

The requested start date was Wednesday, 23 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 12-day, 22-hour, 26-minute period from Thursday, 10 September 2020 at 01:30 UTC to Tuesday, 22 September 2020 at 23:56 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 : 6367
Unique Edges : 2491
Edges With Duplicates : 12154
Total Edges : 14645
Number of Edge Types : 5
Tweet : 1773
Mentions : 1175
Retweet : 5270
MentionsInRetweet : 6053
Replies to : 374
Self-Loops : 1840
Reciprocated Vertex Pair Ratio : 0.00748013090229079
Reciprocated Edge Ratio : 0.0148491879350348
Connected Components : 1000
Single-Vertex Connected Components : 462
Maximum Vertices in a Connected Component : 3247
Maximum Edges in a Connected Component : 8027
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.994334
Graph Density : 0.000159502334951351
Modularity : 0.432436
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,367 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 Wednesday, 23 September 2020 at 08:09 UTC.

The requested start date was Wednesday, 23 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 12-day, 22-hour, 26-minute period from Thursday, 10 September 2020 at 01:30 UTC to Tuesday, 22 September 2020 at 23:56 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://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[20] https://www.nzz.ch/meinung/corona-was-ist-der-worst-case-ld.1573762?mktcid=smsh&fbclid=IwAR0083LK8PTPQbvCXXR4yVos-soxAngp6TcdKlJusgVxeCsnKi2fbySOd2M&mktcval=Facebook&reduced=true
[18] https://m.bild.de/politik/inland/politik-inland/deutschland-im-corona-absage-fieber-trotz-leerer-intensiv-betten-73013298.bildMobile.html
[15] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[15] https://www.worldometers.info/coronavirus/country/us/
[14] https://www.rivcoph.org/coronavirus
[13] https://aatishb.com/maskmath/
[13] https://aryanveda.in/
[11] https://590games.com/sm-FB
[9] https://www.twitch.tv/nezuryu

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/Travis4Climate/status/1304470649201659912
[1] https://twitter.com/GretaThunberg/status/1304303264113008641
[1] https://twitter.com/GretaThunberg/status/1306868113326178305
[1] http://radish.org/block-party/
[1] https://twitter.com/WeManifestPeace/status/1304323238600880128
[1] https://twitter.com/MelanieBergma18/status/1253559898648035329
[1] https://tweetedtimes.com/UNBELFUTURO?s=tnp

Top URLs in Tweet in G2:
[15] https://www.worldometers.info/coronavirus/country/us/
[11] https://590games.com/sm-FB
[4] https://vlebazaar.in/
[4] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[4] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.twitch.tv/marreem_
[3] https://ranchhouseapparel.storenvy.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/

Top URLs in Tweet in G3:
[3] https://www.rbdresearchlab.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235574
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235467
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234840
[1] https://twitter.com/jillpromoli/status/1308410986748141578?s=20
[1] https://www.intelligencer.ca/news/local-news/education-minister-lecce-says-he-will-do-whatever-it-takes-to-keep-kids-safe
[1] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[1] https://www.google.com/sorry/index?continue=https://youtube.com/watch%3Fv%3DqG1igarUZOA&q=EgS4SO-bGP6DrPsFIhkA8aeDSwggPjuGODnSHHxlsKtR66OjROzyMgFy
[1] https://www.google.com/sorry/index?continue=https://youtube.com/watch%3Fv%3DqG1igarUZOA&q=EgS4SO-bGPCErPsFIhkA8aeDS8eSXpmjRADkfcvl8-uNqvCyjbK5MgFy
[1] https://www.google.com/sorry/index?continue=https://youtube.com/watch%3Fv%3DqG1igarUZOA&q=EgS4SO-bGN-ErPsFIhkA8aeDS_Qct5L7CamVOrm50agbeiTb3AGPMgFy

Top URLs in Tweet in G4:
[1] https://twitter.com/breakingnewsie/status/1307584666136846337

Top URLs in Tweet in G5:
[1] https://www.rte.ie/news/2020/0918/1165913-cabinet-expected-to-tighten-restrictions-on-dublin/
[1] https://twitter.com/Niall_Boylan/status/1303848978505707521

Top URLs in Tweet in G7:
[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/IrfanDhalla/status/1307860537934516224
[1] https://twitter.com/CTVChristina/status/1306652448698892288
[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/CBCOttawa/status/1308131593412849664
[1] https://twitter.com/OttawaMatters/status/1306615659623710720
[1] https://twitter.com/OttawaMatters/status/1306987362992320513
[1] https://twitter.com/ottawahealth/status/1306976832558895104
[1] https://twitter.com/robdaily/status/1304067503174213633
[1] https://twitter.com/celliottability/status/1304424559840555009

Top URLs in Tweet in G9:
[2] https://www.divi.de/divi-intensivregister-tagesreport-archiv
[1] https://www.businessinsider.de/politik/vertrauliches-gespraech-mit-kanzleramtsminister-eindaemmung-von-corona-wird-in-deutschland-nicht-funktionieren/
[1] https://twitter.com/OlafGersemann/status/1306842892586102786

Top Domains
Top Domains in Tweet in Entire Graph:
[276] twitter.com
[38] instagram.com
[27] youtube.com
[22] google.com
[22] dt51.net
[20] nzz.ch
[19] bild.de
[15] carpha.org
[15] worldometers.info
[14] rivcoph.org

Top Domains in Tweet in G1:
[9] twitter.com
[3] wonkedition.se
[1] radish.org
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[105] twitter.com
[27] instagram.com
[15] worldometers.info
[12] google.com
[12] coviz.org
[11] 590games.com
[7] youtube.com
[7] swarmapp.com
[6] tumblr.com
[5] cnn.com

Top Domains in Tweet in G3:
[11] nodexlgraphgallery.org
[8] twitter.com
[6] google.com
[3] rbdresearchlab.com
[1] intelligencer.ca
[1] carpha.org
[1] instagram.com
[1] co.za
[1] youtube.com
[1] wonkedition.se

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

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

Top Domains in Tweet in G7:
[9] twitter.com
[3] canada.ca

Top Domains in Tweet in G9:
[2] divi.de
[1] businessinsider.de
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3553] flattenthecurve
[2555] climatestrike
[774] covid19
[310] coronavirus
[228] wearamask
[182] covid_19
[181] wearamasksavealife
[172] staysafe
[170] leralla
[164] socialdistancing



Top Hashtags in Tweet in G1:
[2515] climatestrike
[97] fridaysforfuture
[90] schoolstrike4climate
[84] flattenthecurve
[79] climatestrikeonline
[50] stayathome
[38] facetheclimateemergency
[10] オンライン気候ストライキ
[10] 気候変動
[10] fightclimateinjustice

Top Hashtags in Tweet in G2:
[678] flattenthecurve
[192] covid19
[101] coronavirus
[58] staysafe
[50] socialdistancing
[49] covid_19
[37] stayhome
[34] covid
[32] wearamask
[24] washyourhands

Top Hashtags in Tweet in G3:
[282] flattenthecurve
[157] covid19
[81] ipc
[27] coronavirus
[26] stopthespread
[22] viralkindness
[21] ad
[20] pandemic
[19] socialdistancing
[15] staysafe

Top Hashtags in Tweet in G4:
[46] flattenthecurve
[38] doitfordublin
[2] stayhomestaysafe
[1] covid19
[1] vallance
[1] whitty
[1] whackamole
[1] supportlocal
[1] followtherules
[1] backtobasics

Top Hashtags in Tweet in G5:
[97] flattenthecurve
[8] covid19
[1] lockdown
[1] flattenthecountry
[1] allinthistogether
[1] masks
[1] vaccine
[1] covidmarshalls
[1] covid19ireland
[1] casdemic

Top Hashtags in Tweet in G6:
[9] climatestrike
[2] flattenthecurve
[1] covid_19
[1] wearamask

Top Hashtags in Tweet in G7:
[40] flattenthecurve
[9] covid19
[8] casedemic
[5] physicaldistancing
[3] ottawa
[3] stayhomesavelives
[3] covid19ontario
[2] washyourhands
[2] everybody
[2] plankthecurve

Top Hashtags in Tweet in G8:
[81] covid19kn
[25] flattenthecurve
[21] staysafe
[20] takeresponsibility
[18] maskupkano
[5] maskup
[3] covid19kano
[2] staysafestayhealthy

Top Hashtags in Tweet in G9:
[35] flattenthecurve
[6] neuinfektionen
[4] zerocovid
[2] coronainfektionen
[2] lockdown
[1] annewill
[1] corona_maßnahmen
[1] intensivkapazitäten
[1] risikogruppenschutz
[1] coronarätsel

Top Hashtags in Tweet in G10:
[1] protectnurses
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[5142] strike
[3553] #flattenthecurve
[2971] covid
[2951] 19
[2900] week
[2669] school
[2631] keep
[2628] remember
[2619] social
[2559] distance

Top Words in Tweet in G1:
[5071] strike
[2771] week
[2620] covid
[2620] 19
[2602] school
[2520] gretathunberg
[2515] #climatestrike
[2490] keep
[2479] social
[2468] remember

Top Words in Tweet in G2:
[678] #flattenthecurve
[192] #covid19
[101] #coronavirus
[59] die
[58] #staysafe
[52] covid
[51] 000
[50] #socialdistancing
[49] social
[49] #covid_19

Top Words in Tweet in G3:
[282] #flattenthecurve
[157] #covid19
[100] need
[95] yednetworkke
[94] communities
[83] info
[83] one
[82] health
[81] empowered
[81] #ipc

Top Words in Tweet in G4:
[195] paulcaddensaba
[161] people
[160] team
[159] tell
[159] 26
[159] laid
[159] tonight
[159] amazing
[159] heartbreaking
[159] both

Top Words in Tweet in G5:
[97] #flattenthecurve
[78] lockdown
[78] health
[77] know
[77] reasons
[77] original
[77] protect
[77] service
[77] purpose
[75] nimmermaximum

Top Words in Tweet in G6:
[91] seht
[91] deutlichen
[91] knick
[91] kurve
[91] begonnen
[91] worte
[91] statt
[91] taten
[91] klimaschutz
[91] setzen

Top Words in Tweet in G7:
[40] #flattenthecurve
[29] many
[25] alexmunter
[22] canadians
[19] thank
[19] working
[19] respond
[19] needs
[19] cheo
[18] going

Top Words in Tweet in G8:
[157] update
[152] samples
[151] today
[149] tested
[136] total
[114] case
[103] cases
[96] death
[87] 2020
[81] #covid19kn

Top Words in Tweet in G9:
[35] #flattenthecurve
[35] die
[10] war
[7] karl_lauterbach
[7] markus_soeder
[7] ging
[7] krankenhäuser
[7] infektionen
[7] viel
[6] ziel

Top Words in Tweet in G10:
[120] die
[60] medizinische
[60] versorgung
[60] bevölkerung
[60] bedroht
[60] weil
[60] mitarbeiter
[60] gesundheitssystems
[60] besonderen
[60] belastungen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2920] covid,19
[2641] school,strike
[2632] strike,week
[2529] gretathunberg,school
[2506] social,distance
[2500] strike,remember
[2500] remember,keep
[2500] keep,social
[2500] follow,covid
[2499] distance,follow

Top Word Pairs in Tweet in G1:
[2620] covid,19
[2602] school,strike
[2598] strike,week
[2511] gretathunberg,school
[2468] strike,remember
[2468] remember,keep
[2468] keep,social
[2468] social,distance
[2468] distance,follow
[2468] follow,covid

Top Word Pairs in Tweet in G2:
[43] #covid19,#flattenthecurve
[40] social,distancing
[34] kids,bored
[34] bored,practicing
[34] practicing,social
[30] covid,19
[30] distancing,make
[29] #covid19,#coronavirus
[25] #flattenthecurve,#socialdistancing
[24] die,angekündigten

Top Word Pairs in Tweet in G3:
[81] #flattenthecurve,communities
[81] communities,need
[81] need,empowered
[81] empowered,#covid19
[81] #covid19,#ipc
[81] #ipc,health
[81] health,info
[81] info,helps
[81] helps,one
[81] one,boost

Top Word Pairs in Tweet in G4:
[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 G5:
[77] know,reasons
[77] reasons,original
[77] original,lockdown
[77] lockdown,#flattenthecurve
[77] #flattenthecurve,protect
[77] protect,health
[77] health,service
[77] service,purpose
[75] nimmermaximum,know
[14] govt,closing

Top Word Pairs in Tweet in G6:
[91] seht,deutlichen
[91] deutlichen,knick
[91] knick,kurve
[91] kurve,begonnen
[91] begonnen,worte
[91] worte,statt
[91] statt,taten
[91] taten,klimaschutz
[91] klimaschutz,setzen
[90] verabesse,seht

Top Word Pairs in Tweet in G7:
[18] going,tough
[18] tough,week
[18] week,thank
[18] thank,staff
[18] staff,working
[18] working,around
[18] around,clock
[18] clock,respond
[18] respond,children's
[18] children's,needs

Top Word Pairs in Tweet in G8:
[149] samples,tested
[81] #covid19kn,update
[81] september,2020
[81] results,received
[81] received,today
[76] kano,state
[76] total,samples
[76] knsmoh,#covid19kn
[73] case,death
[70] tested,today

Top Word Pairs in Tweet in G9:
[7] die,krankenhäuser
[6] egal,die
[6] die,#neuinfektionen
[6] #neuinfektionen,zunehmen
[6] zunehmen,wichtig
[6] wichtig,die
[6] krankenhäuser,weiter
[6] weiter,leer
[6] leer,erinnern
[5] erinnern,zurück

Top Word Pairs in Tweet in G10:
[60] die,medizinische
[60] medizinische,versorgung
[60] versorgung,bevölkerung
[60] bevölkerung,bedroht
[60] bedroht,weil
[60] weil,die
[60] die,mitarbeiter
[60] mitarbeiter,gesundheitssystems
[60] gesundheitssystems,besonderen
[60] besonderen,belastungen

Top Replied-To
Top Replied-To in Entire Graph:
@bag_ofsp_ufsp
@sflecce
@jonrothstein
@aryanvedaherbal
@karl_lauterbach
@fordnation
@abubakr254
@nygovcuomo
@adamcarolla
@michaelemann

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:
@admedical

Top Replied-To in G3:
@sflecce
@nygovcuomo
@docassar
@yednetworkke
@who
@thelone89293545
@beatesodeik
@benniebrandes
@worldmade
@nursecaro13

Top Replied-To in G4:
@rochfordniall
@austinsdublin
@paulcaddensaba

Top Replied-To in G5:
@donnellystephen
@shanebeattynews
@mediamurray

Top Replied-To in G7:
@celliottability
@cpho_canada
@mskathleenquinn
@uberedottawa
@cp24
@ottawapolitico
@debssayitagain
@bevazevedo

Top Replied-To in G9:
@karl_lauterbach
@peppys_surprise
@epsilon3141
@drwieier
@futzliputzli
@cturzer
@ottokolbl
@vorsamer
@abstraktu_m
@ingoheuschkel

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@paulcaddensaba
@saba
@martelocris
@metrorailgp
@verabesse
@yednetworkke
@knsmoh
@nimmermaximum
@sflecce

Top Mentioned in G1:
@gretathunberg
@martelocris
@atamewani
@maanvinderp
@naomi_sts
@redmayne_robert
@namugerwaleah
@ibrahim_rihana
@transitionface
@cevikushb

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

Top Mentioned in G3:
@yednetworkke
@sflecce
@bbcstoryworks
@who
@psila96
@amref_kenya
@gretathunberg
@theintell
@amref_worldwide
@c_drosten

Top Mentioned in G4:
@paulcaddensaba
@saba
@sabadublin

Top Mentioned in G5:
@nimmermaximum
@cllrkredmond
@ronan_glynn
@simonharristd
@cmoireland
@oco_ireland
@roinnslainte
@normafoleytd1
@donnellystephen

Top Mentioned in G6:
@verabesse
@gretathunberg
@martelocris

Top Mentioned in G7:
@alexmunter
@cheo
@cpho_canada
@veraetches
@celliottability
@ty_fried
@mikevlasveld
@ottawahealth
@jimwatsonottawa
@canadianpm

Top Mentioned in G8:
@knsmoh
@kanostateng
@imamshams
@govumarganduje
@dgawuna
@dr_tyw
@kanosphcmb
@sahealth_kano

Top Mentioned in G9:
@markus_soeder
@welt
@epsilon3141
@hendrikstreeck
@br24
@olafgersemann
@regierungbw
@jensspahn
@docwho23
@luebberding

Top Mentioned in G10:
@pflegedie

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@sectest9
@gocoo
@dynamocooligan
@ejlazar
@roblwilson
@joepranaitis
@ginniasa
@bliadhnaichean
@britpoptarts

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@ginniasa
@drdaveanddee
@john1966olsen
@alizardx
@katcapps
@altai_armande
@sallyrmelb

Top Tweeters in G2:
@kchernecky
@trazlersgal
@sagittariushh
@whistlingwhist
@divasmind
@haquemarissa
@skeptikaa
@24inmymind
@anewhomestar
@naturalbeings01

Top Tweeters in G3:
@washingtonpost
@viralvideovlogs
@u_wanna_eh
@caro_salinas
@hoshisato
@michael_kunz
@beretta_gio
@anik1968
@leonie2457
@cp24

Top Tweeters in G4:
@adunlea
@pmc276
@caroles54218418
@marymc_31
@barbaramcmahon8
@newschambers
@saba
@jodbrens
@chip_daley
@siobhanfeely

Top Tweeters in G5:
@fl85
@carbongate
@boggywood
@cristinadobre
@pedophileisa
@irishprolifer
@lamontc76925238
@newmumonline
@candycebyrne
@scrahallia

Top Tweeters in G6:
@masterprogram1
@balelt41
@lilly27mia
@eozwei
@rainerkresken
@mueller_andi
@tilmanwinkler
@mivesto
@jhandwerg
@fester_thomas

Top Tweeters in G7:
@meeksvs
@ottawapolitico
@itvnews
@somecanuckchick
@linz775
@fastrunner2b
@bevazevedo
@tvmoviedan
@vickaric
@theagenda

Top Tweeters in G8:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@garbadaru
@citizen_iq
@dontomzy14
@topsylafresh
@tijanihabeeb
@famous_anfield

Top Tweeters in G9:
@welt
@tagesspiegel
@3mausimhaus
@br24
@aggroente
@ergroovt
@phoenix_de
@luebberding
@velofisch
@mr_trebron

Top Tweeters in G10:
@andreasandy3131
@newborl
@thesismum
@rolandgiersig
@die_socke
@mafrilidaheim
@fritzletsch
@schmidt_fu
@ginger149
@konradsybille


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