#FlattenTheCurve, Twitter, 2/22/2022 7:26:12 PM, 272159


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#FlattenTheCurve_2022-02-22_04-50-41.xlsx
#FlattenTheCurve_2022-02-22_04-50-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3M3yeiu
@frankfurtzack
@holmenkollin
@doc_ontherocks
@freiheit20001
@tagesschau
@karl_lauterbach
@elon49943563
@drakarys_now
@this0499154500
@suicide_med

Top hashtags:
#flattenthecurve
#basisschutzmassnahmen
#covid19

Description:
Description
The graph represents a network of 1,298 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, 22 February 2022 at 12:51 UTC.

The requested start date was Tuesday, 22 February 2022 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 13-day, 21-hour, 35-minute period from Tuesday, 08 February 2022 at 02:25 UTC to Tuesday, 22 February 2022 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 : 1298
Unique Edges : 619
Edges With Duplicates : 2879
Total Edges : 3498
Number of Edge Types : 5
Retweet : 998
MentionsInRetweet : 1152
Replies to : 170
Mentions : 677
Tweet : 501
Self-Loops : 516
Reciprocated Vertex Pair Ratio : 0.00788022064617809
Reciprocated Edge Ratio : 0.0156372165754496
Connected Components : 241
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 1446
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.247439
Graph Density : 0.000759724052067531
Modularity : 0.356538
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,298 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, 22 February 2022 at 12:51 UTC.

The requested start date was Tuesday, 22 February 2022 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 13-day, 21-hour, 35-minute period from Tuesday, 08 February 2022 at 02:25 UTC to Tuesday, 22 February 2022 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:
[6] https://fridaysforfuture.org/march25/
[4] https://www.tagesspiegel.de/politik/fehlende-langzeitstrategie-riskante-corona-wette-zulasten-der-kinder/28082874.html?version=10&id=28082874&fbclid=IwAR2QijVXi9mXoGHJLt2OjC3e61QwOB2DL5FHaYM33cC1BHdzZys-iAtZkNw
[4] https://www.twitch.tv/nezuryu
[3] https://www.youtube.com/watch?v=HBv2O9OdlHo&feature=youtu.be

[3] https://www.youtube.com/watch?v=H9fzYtTuTEA&feature=youtu.be

[3] https://www.youtube.com/watch?v=LVoG5BEkZH8&feature=youtu.be

[2] https://www.ktvu.com/news/california-governor-issues-statewide-stay-at-home-order
[2] https://www.weforum.org/agenda/2020/03/singapore-response-contained-coronavirus-covid19-outbreak
[2] https://twitter.com/MichaelPSenger/status/1494764991999668227
[2] https://twitter.com/tagesschau/status/1490985943813210112

Top URLs in Tweet in G1:
[1] https://twitter.com/FrankfurtZack/status/1426916573994946563?t=fldHMjsHhWsZzipxbn5TzQ&s=19
[1] https://twitter.com/tagesschau/status/1490985943813210112
[1] https://twitter.com/prof_freedom/status/1493565535015124995

Top URLs in Tweet in G3:
[1] https://www.theguardian.com/business/2022/feb/08/trial-scheme-will-pay-householders-to-delay-electricity-use
[1] https://twitter.com/FNN_News/status/1490955401549926400
[1] https://trulyjuly.wordpress.com/2022/02/08/sa-vaccinerollout-a-record-30-million-vaccine-doses-have-been-administered/
[1] https://twitter.com/tomdabassman/status/1490985607363178497
[1] https://twitter.com/rubin_allergy/status/1491105352469053441
[1] https://twitter.com/BILD/status/1491344944174407681
[1] https://twitter.com/govkathyhochul/status/1491449914068713473
[1] https://twitter.com/ashyda/status/1491454809198985217
[1] https://www.reuters.com/article/us-health-coronavirus-sweden-schools/swedens-health-agency-says-open-schools-did-not-spur-pandemic-spread-among-children-idUSKCN24G2IS
[1] https://twitter.com/DrLeanaWen/status/1491173646882455553

Top URLs in Tweet in G4:
[1] https://twitter.com/skysnotalimit/status/1491024139515482114
[1] https://twitter.com/MichaelPSenger/status/1494764991999668227
[1] https://mobile.twitter.com/FrankfurtZack/status/1492382790821851140
[1] https://twitter.com/tagesschau/status/1490985943813210112

Top URLs in Tweet in G5:
[1] https://twitter.com/i/spaces/1DXxyDlDDWEJM

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G8:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271576
[1] https://twitter.com/ben_brechtken/status/1492971749461348359
[1] https://twitter.com/justin_hart/status/1494811714222657537
[1] https://m.bild.de/politik/inland/politik-inland/spd-chef-klingbeil-bei-bild-live-noch-zwei-drei-wochen-unterhaken-79090720.bildMobile.html
[1] https://twitter.com/BILD/status/1491344944174407681

Top URLs in Tweet in G9:
[4] https://www.tagesspiegel.de/politik/fehlende-langzeitstrategie-riskante-corona-wette-zulasten-der-kinder/28082874.html?version=10&id=28082874&fbclid=IwAR2QijVXi9mXoGHJLt2OjC3e61QwOB2DL5FHaYM33cC1BHdzZys-iAtZkNw
[1] https://twitter.com/christinaberndt/status/1493867161642807300

Top URLs in Tweet in G10:
[6] https://fridaysforfuture.org/march25/

Top Domains
Top Domains in Tweet in Entire Graph:
[85] twitter.com
[24] youtube.com
[21] swarmapp.com
[10] scitechdaily.com
[6] fridaysforfuture.org
[4] tagesspiegel.de
[4] twitch.tv
[2] ktvu.com
[2] weforum.org
[2] alexisskyycoboutique.com

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

Top Domains in Tweet in G3:
[24] twitter.com
[21] swarmapp.com
[10] scitechdaily.com
[1] theguardian.com
[1] wordpress.com
[1] reuters.com
[1] capgemini.com
[1] youtube.com
[1] npr.org
[1] ourworldindata.org

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

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

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

Top Domains in Tweet in G8:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] bild.de

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

Top Domains in Tweet in G10:
[6] fridaysforfuture.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1380] flattenthecurve
[254] basisschutzmassnahmen
[239] covid19
[170] togetherwecan
[100] nagalandagainstcovid
[95] nagaland
[77] climatestrikeonline
[72] wearamask
[71] fridaysforfuture
[60] stayathome



Top Hashtags in Tweet in G1:
[268] flattenthecurve
[209] basisschutzmassnahmen
[1] lauterbachluegt

Top Hashtags in Tweet in G2:
[49] flattenthecurve
[27] basisschutzmassnahmen
[12] corona
[2] flattenthebrain
[1] covid_19

Top Hashtags in Tweet in G3:
[315] flattenthecurve
[69] wearamask
[55] covid19
[37] mabopane
[25] leralla
[23] saulsville
[21] staynotathome
[18] berailsmart
[17] vereeniging
[16] stayathome

Top Hashtags in Tweet in G4:
[86] flattenthecurve
[11] basisschutzmassnahmen
[2] henrymaske
[2] wearamask
[2] maskingforafriend
[1] flattenyourscull
[1] stayathome
[1] allesoeffnen
[1] lauterbach
[1] coronawand

Top Hashtags in Tweet in G5:
[31] gutenmorgen
[31] servicetweet
[31] wochenende
[31] kinderdurchseuchen
[25] pandemie
[24] spacehost
[24] medizin
[24] longcovid
[24] longcovidkids
[15] flattenthecurve

Top Hashtags in Tweet in G6:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G7:
[39] flattenthecurve
[4] lauterbachluegt
[4] lauterbach
[4] annewill
[3] basisschutzmassnahmen
[3] grundrechte
[3] menschenrechte
[2] freedomday
[1] teamfreiheit
[1] teamwissenschaft

Top Hashtags in Tweet in G8:
[31] flattenthecurve
[6] annewill
[5] lauterbachluegt
[5] allesoeffnen
[2] covid19
[2] basisschutzmassnahmen
[2] freedomday
[1] dankekarl
[1] dictator
[1] lauterbachruecktritt

Top Hashtags in Tweet in G9:
[22] flattenthecurve
[4] sagenwasist
[4] keinkindbleibtzurueck
[2] massnahmenbehalten
[2] staysafestayhealthy
[1] schattenfamilien
[1] niedriginzidenzstrategie
[1] whataboutism
[1] niedriginzidenz
[1] aha

Top Hashtags in Tweet in G10:
[77] climatestrikeonline
[71] fridaysforfuture
[61] flattenthecurve
[58] schoolstrike4climate
[40] stayathome
[29] climatestrike
[25] facetheclimateemergency
[6] fightfor1point5
[5] peoplenotprofit
[3] firedrillfriday

Top Words
Top Words in Tweet in Entire Graph:
[1378] #flattenthecurve
[387] frankfurtzack
[289] 14
[254] #basisschutzmassnahmen
[252] tagen
[252] forever
[239] #covid19
[210] station
[195] february
[195] 2022

Top Words in Tweet in G1:
[299] frankfurtzack
[268] #flattenthecurve
[209] 14
[209] tagen
[209] #basisschutzmassnahmen
[209] forever
[84] dicht
[42] volles
[42] kinderbecken
[42] alle

Top Words in Tweet in G2:
[108] alle
[100] abgebildeten
[100] länder
[100] ausnähmlich
[100] lange
[100] nahe
[100] normalität
[100] vergleiche
[100] sehe
[100] keine

Top Words in Tweet in G3:
[314] #flattenthecurve
[210] station
[132] train
[109] next
[109] stopping
[107] departed
[90] pretoria
[69] #wearamask
[55] #covid19
[37] #mabopane

Top Words in Tweet in G4:
[86] #flattenthecurve
[72] die
[46] welle
[46] verlängern
[42] tagesschau
[24] liberalmut
[24] umgedrehte
[24] massnahmen
[22] karl_lauterbach
[20] frankfurtzack

Top Words in Tweet in G5:
[62] doc_ontherocks
[31] #gutenmorgen
[31] kleiner
[31] #servicetweet
[31] start
[31] #wochenende
[31] #kinderdurchseuchen
[31] folgen
[30] imm
[25] #pandemie

Top Words in Tweet in G6:
[4] dgurdasani1
[4] dbetteracademia
[4] morimahmoudi
[4] reneebleau
[4] suzanne_garrett
[4] evidencebase_im
[4] braincures
[4] marikasboros
[3] do_kinder
[3] proftim

Top Words in Tweet in G7:
[39] #flattenthecurve
[19] maßnahmen
[19] die
[17] jahre
[16] 30
[16] 40
[14] pandemie
[12] machen
[12] 10
[12] vielleicht

Top Words in Tweet in G8:
[31] #flattenthecurve
[13] frankfurtzack
[12] wochen
[9] jahre
[7] elon49943563
[7] klar
[6] 10
[6] #annewill
[6] larsklingbeil
[5] beruhigt

Top Words in Tweet in G9:
[24] die
[22] berater_1
[22] #flattenthecurve
[12] jschmitzleipzig
[11] machen
[11] immer
[11] ja
[10] politik
[10] dampf
[10] gesamtsituation

Top Words in Tweet in G10:
[137] strike
[108] school
[108] week
[77] #climatestrikeonline
[71] #fridaysforfuture
[70] gretathunberg
[61] #flattenthecurve
[58] #schoolstrike4climate
[46] keep
[41] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[252] 14,tagen
[252] tagen,#flattenthecurve
[252] #flattenthecurve,#basisschutzmassnahmen
[252] #basisschutzmassnahmen,forever
[251] frankfurtzack,14
[187] february,2022
[109] next,stopping
[109] stopping,station
[108] school,strike
[108] strike,week

Top Word Pairs in Tweet in G1:
[209] 14,tagen
[209] tagen,#flattenthecurve
[209] #flattenthecurve,#basisschutzmassnahmen
[209] #basisschutzmassnahmen,forever
[208] frankfurtzack,14
[42] volles,kinderbecken
[42] kinderbecken,alle
[42] alle,dicht
[42] dicht,dicht
[42] dicht,wasserpilz

Top Word Pairs in Tweet in G2:
[100] alle,abgebildeten
[100] abgebildeten,länder
[100] länder,ausnähmlich
[100] ausnähmlich,lange
[100] lange,nahe
[100] nahe,normalität
[100] normalität,vergleiche
[100] vergleiche,sehe
[100] sehe,keine
[99] holmenkollin,alle

Top Word Pairs in Tweet in G3:
[109] next,stopping
[109] stopping,station
[73] station,next
[64] #flattenthecurve,#wearamask
[38] #covid19,#flattenthecurve
[37] #mabopane,train
[31] train,pretoria
[29] pretoria,departed
[25] #leralla,train
[23] #saulsville,train

Top Word Pairs in Tweet in G4:
[43] die,welle
[30] welle,verlängern
[24] tagesschau,umgedrehte
[24] umgedrehte,#flattenthecurve
[24] #flattenthecurve,massnahmen
[24] massnahmen,die
[23] liberalmut,tagesschau
[11] frankfurtzack,14
[11] 14,tagen
[11] tagen,#flattenthecurve

Top Word Pairs in Tweet in G5:
[31] #gutenmorgen,kleiner
[31] kleiner,#servicetweet
[31] #servicetweet,start
[31] start,#wochenende
[31] #wochenende,#kinderdurchseuchen
[31] #kinderdurchseuchen,folgen
[30] doc_ontherocks,#gutenmorgen
[30] folgen,imm
[24] heute,abend
[24] abend,21

Top Word Pairs in Tweet in G6:
[4] dgurdasani1,dbetteracademia
[4] dbetteracademia,morimahmoudi
[4] morimahmoudi,reneebleau
[4] reneebleau,suzanne_garrett
[4] suzanne_garrett,evidencebase_im
[4] evidencebase_im,braincures
[4] braincures,marikasboros
[3] do_kinder,dgurdasani1
[3] marikasboros,proftim

Top Word Pairs in Tweet in G7:
[16] 30,40
[12] machen,10
[12] 10,vielleicht
[12] vielleicht,30
[12] 40,jahre
[12] jahre,#flattenthecurve
[12] #flattenthecurve,jahren
[12] jahren,jemand
[12] jemand,erzählt
[11] drakarys_now,machen

Top Word Pairs in Tweet in G8:
[7] wochen,#flattenthecurve
[6] 10,jahre
[6] jahre,#flattenthecurve
[5] frankfurtzack,10
[5] #flattenthecurve,beruhigt
[5] beruhigt,#lauterbachluegt
[5] #lauterbachluegt,#annewill
[5] hm,klar
[5] klar,larsklingbeil
[5] larsklingbeil,jahren

Top Word Pairs in Tweet in G9:
[10] politik,dampf
[10] dampf,machen
[10] machen,die
[10] die,gesamtsituation
[10] gesamtsituation,sehen
[10] sehen,immer
[10] immer,größten
[10] größten,kasse
[10] kasse,lautesten
[10] lautesten,gejammer

Top Word Pairs in Tweet in G10:
[108] school,strike
[108] strike,week
[69] gretathunberg,school
[52] #fridaysforfuture,#schoolstrike4climate
[48] #schoolstrike4climate,#flattenthecurve
[41] covid,19
[37] #climatestrikeonline,#stayathome
[35] #stayathome,#fridaysforfuture
[29] remember,keep
[29] distance,follow

Top Replied-To
Top Replied-To in Entire Graph:
@tagesschau
@karl_lauterbach
@frankfurtzack
@dlanebreckenri1
@ashyda
@shomburg
@doc_ontherocks
@jackbauer006
@leahmcelrath
@initiativberlin

Top Replied-To in G1:
@gaborhalasz1
@doc_ontherocks
@chrischirp
@dockaurg
@shoutingcassy

Top Replied-To in G2:
@dabinichwieder3

Top Replied-To in G4:
@tagesschau
@karl_lauterbach
@liberalmut
@ianmsc
@lottaviehler
@wdraktuell
@realmilkfan
@guckeundschaue
@eddy_bernayz
@tilojung

Top Replied-To in G5:
@ulle_65
@blmchenpflcken1
@doc_ontherocks

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G7:
@_martinhagen
@dukla_de
@adi_inofficial
@br24
@erik_fluegge
@hannes__99
@wolfgangmueckst
@olafinderbeek
@jonas_naue
@_sophiso_

Top Replied-To in G8:
@shomburg
@frankfurtzack
@bild
@tioneada
@kiansimone44
@juliusboemmes

Top Replied-To in G9:
@initiativberlin
@berater_1
@anitaworks9698
@jschmitzleipzig
@polenz_r

Top Replied-To in G10:
@fridays4future
@fffmex
@michaelemann

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@holmenkollin
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@gretathunberg
@doc_ontherocks
@pibkohima

Top Mentioned in G1:
@frankfurtzack
@sixandlaura
@chrischirp

Top Mentioned in G2:
@holmenkollin
@frankfurtzack
@holle_fraulein
@luebberding

Top Mentioned in G4:
@tagesschau
@liberalmut
@frankfurtzack
@karl_lauterbach
@lottaviehler
@drmikeryan
@systemanalysen
@85ulm
@wdraktuell
@eddy_bernayz

Top Mentioned in G5:
@doc_ontherocks
@frankfurtzack
@ichbin_ro

Top Mentioned in G6:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G7:
@drakarys_now
@frankfurtzack
@exrealo
@toforidou_chris
@hpl9037
@dtrickb
@realtombohn
@welt
@karl_lauterbach
@derkartoffelst1

Top Mentioned in G8:
@frankfurtzack
@elon49943563
@larsklingbeil
@politerei
@justintrudeau
@bild
@schaefer_j
@bmg
@shomburg
@_friedrichmerz

Top Mentioned in G9:
@berater_1
@jschmitzleipzig
@chanasitjonas
@sls_fdp
@kd66250118k
@polenz_r
@aktuelle_stunde
@anitaworks9698
@romammukherjee

Top Mentioned in G10:
@gretathunberg
@ericbourgouin
@fffmex
@transitionface
@re_cabrerab
@oversightdems
@pablomontanob
@futuroindigena
@planeteand0
@afro_ntera

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@susanneleist
@asher_wolf
@jaquearnoux
@prameshjain12
@welt
@tam_resist
@radiofreetom
@vertig0nix
@tinu

Top Tweeters in G1:
@vertig0nix
@hackenstad
@spaeterrebell
@safe_id35
@stoergroessem
@topchan_andrij
@vonevi
@diebajuwaren
@karlerbach
@franzhaid

Top Tweeters in G2:
@thethegrinch7
@frisch_fish
@48rieck
@ghmaxi0
@higgswielange
@fallzahl
@msmfun
@luebberding
@aminsharaf
@knigotnik

Top Tweeters in G3:
@peady
@saskboy
@helarctos
@ergroovt
@metrorailgp
@rygibsports
@billreichart
@shayc5
@savange99
@b6421

Top Tweeters in G4:
@peterroger17
@tagesschau
@markrudolph2701
@panpagan
@wdraktuell
@renefsl
@olejanson
@quizbold
@tilojung
@b_kraupa

Top Tweeters in G5:
@cptleto
@volxfahradler
@electroheinz
@angela_3110_
@lalluthegrey
@donner_mizzi
@udogumpel
@greensaxo
@stina2312
@annegretme

Top Tweeters in G6:
@b0tsci
@prjournorequest
@mbalter
@schneiderleonid
@braincures
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros

Top Tweeters in G7:
@welt
@br24
@elisabethtobler
@paulinuxer
@nian4
@wiggado
@erik_fluegge
@peter75238172
@dfoest
@blueberryartis2

Top Tweeters in G8:
@bild
@drehorgel123
@frankaskaralius
@witzigwalter
@justintrudeau
@elon49943563
@schorn_stephan
@detlef16130760
@larsklingbeil
@schmanle

Top Tweeters in G9:
@anitaworks9698
@mertinsk
@printi71
@schnauzzwo
@madiemousie
@aktuelle_stunde
@viking_kvinde
@romammukherjee
@freihei89070736
@polenz_r

Top Tweeters in G10:
@fffbot1
@michaelemann
@cabrowns
@2006bzz
@living4earth
@valurulu
@oversightdems
@blisstweet
@gretathunberg
@pablomontanob


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