#FlattenTheCurve, Twitter, 2/23/2022 5:16:49 PM, 272195


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#FlattenTheCurve_2022-02-23_01-04-01.xlsx
#FlattenTheCurve_2022-02-23_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3hgSFKl
@frankfurtzack
@holmenkollin
@doc_ontherocks
@freiheit20001
@karl_lauterbach
@elon49943563
@babymohouseman
@this0499154500
@drakarys_now
@fluchtwagenfah4

Top hashtags:
#flattenthecurve
#basisschutzmassnahmen
#covid19

Description:
Description
The graph represents a network of 1,224 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 February 2022 at 09:05 UTC.

The requested start date was Wednesday, 23 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, 10-hour, 27-minute period from Wednesday, 09 February 2022 at 01:29 UTC to Tuesday, 22 February 2022 at 11:57 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 : 1224
Unique Edges : 559
Edges With Duplicates : 2746
Total Edges : 3305
Number of Edge Types : 5
Mentions : 655
Retweet : 940
MentionsInRetweet : 1061
Tweet : 496
Replies to : 153
Self-Loops : 509
Reciprocated Vertex Pair Ratio : 0.00771869639794168
Reciprocated Edge Ratio : 0.0153191489361702
Connected Components : 226
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 569
Maximum Edges in a Connected Component : 1279
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.193045
Graph Density : 0.000784928307654487
Modularity : 0.348308
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,224 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 February 2022 at 09:05 UTC.

The requested start date was Wednesday, 23 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, 10-hour, 27-minute period from Wednesday, 09 February 2022 at 01:29 UTC to Tuesday, 22 February 2022 at 11:57 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

[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://alexisskyycoboutique.com/
[2] https://twitter.com/BILD/status/1491344944174407681

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

Top URLs in Tweet in G3:
[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
[1] https://twitter.com/linneysharon/status/1491863402087694340
[1] https://www.youtube.com/watch?v=CS4_PhicAcI&feature=youtu.be

[1] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[1] https://ourworldindata.org/co2/country/united-states

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G6:
[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 G7:
[1] https://twitter.com/koeln/status/1496018961867100162

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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[1318] flattenthecurve
[254] basisschutzmassnahmen
[231] covid19
[163] togetherwecan
[96] nagalandagainstcovid
[90] nagaland
[77] climatestrikeonline
[71] fridaysforfuture
[69] wearamask
[59] stayathome



Top Hashtags in Tweet in G1:
[267] flattenthecurve
[214] basisschutzmassnahmen
[1] lauterbachluegt

Top Hashtags in Tweet in G2:
[48] flattenthecurve
[26] basisschutzmassnahmen
[12] corona
[2] flattenthebrain
[1] covid_19
[1] stayathome

Top Hashtags in Tweet in G3:
[167] flattenthecurve
[51] covid19
[21] staynotathome
[15] stayathome
[14] coronavirus
[12] wirbleibennichtmehrzuhause
[11] covid_19
[11] physicaldistancing
[9] masks4all
[9] washinghands

Top Hashtags in Tweet in G4:
[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 G5:
[31] gutenmorgen
[31] servicetweet
[31] wochenende
[31] kinderdurchseuchen
[9] flattenthecurve
[1] pandemie
[1] infektionen
[1] nurgemeinsam
[1] followerpower
[1] twlz

Top Hashtags in Tweet in G6:
[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 G7:
[37] flattenthecurve
[15] gesundheitsschutz
[6] basisschutzmassnahmen
[4] lauterbach
[4] annewill
[1] lauterbachmussweg

Top Hashtags in Tweet in G8:
[20] flattenthecurve
[3] lauterbachluegt
[2] freedomday
[2] grundrechte
[2] menschenrechte
[1] teamfreiheit
[1] teamwissenschaft
[1] kubicki
[1] fdp
[1] corona

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:
[1316] #flattenthecurve
[377] frankfurtzack
[290] 14
[260] station
[254] #basisschutzmassnahmen
[252] tagen
[252] forever
[231] #covid19
[189] 2022
[187] february

Top Words in Tweet in G1:
[303] frankfurtzack
[267] #flattenthecurve
[214] 14
[214] tagen
[214] #basisschutzmassnahmen
[214] forever
[88] dicht
[44] volles
[44] kinderbecken
[44] 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:
[166] #flattenthecurve
[51] #covid19
[21] #staynotathome
[16] allgäu
[15] #stayathome
[14] #coronavirus
[14] use
[14] stay
[14] aware
[14] cases

Top Words in Tweet in G4:
[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 G5:
[36] doc_ontherocks
[31] #gutenmorgen
[31] kleiner
[31] #servicetweet
[31] start
[31] #wochenende
[31] #kinderdurchseuchen
[31] folgen
[30] imm
[9] ziel

Top Words in Tweet in G6:
[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 G7:
[37] #flattenthecurve
[17] jahre
[16] 30
[16] 40
[15] boostern
[15] saufen
[15] #gesundheitsschutz
[14] babymohouseman
[12] machen
[12] 10

Top Words in Tweet in G8:
[20] #flattenthecurve
[19] die
[19] maßnahmen
[15] pandemie
[11] verlängern
[10] welle
[9] siehe
[7] wochen
[5] drosten
[5] lauterbach

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
[181] february,2022
[128] next,stopping
[128] stopping,station
[108] school,strike
[108] strike,week

Top Word Pairs in Tweet in G1:
[214] 14,tagen
[214] tagen,#flattenthecurve
[214] #flattenthecurve,#basisschutzmassnahmen
[214] #basisschutzmassnahmen,forever
[213] frankfurtzack,14
[44] volles,kinderbecken
[44] kinderbecken,alle
[44] alle,dicht
[44] dicht,dicht
[44] 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:
[35] #covid19,#flattenthecurve
[21] #flattenthecurve,#staynotathome
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[12] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G4:
[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 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
[5] frankfurtzack,doc_ontherocks
[5] doc_ontherocks,verlängern

Top Word Pairs in Tweet in G6:
[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 G7:
[16] 30,40
[15] boostern,saufen
[15] saufen,#gesundheitsschutz
[15] #gesundheitsschutz,#flattenthecurve
[14] babymohouseman,boostern
[12] machen,10
[12] 10,vielleicht
[12] vielleicht,30
[12] 40,jahre
[12] jahre,#flattenthecurve

Top Word Pairs in Tweet in G8:
[9] welle,pandemie
[9] maßnahmen,verlängern
[8] siehe,#flattenthecurve
[7] pandemie,siehe
[3] die,maßnahmen
[3] die,pandemie
[3] maßnahmen,beenden
[3] verlängern,die
[3] die,welle
[3] verlängern,welle

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:
@frankfurtzack
@karl_lauterbach
@dlanebreckenri1
@ashyda
@tagesschau
@_martinhagen
@shomburg
@doc_ontherocks
@jackbauer006
@initiativberlin

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

Top Replied-To in G2:
@dabinichwieder3

Top Replied-To in G4:
@dgurdasani1

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

Top Replied-To in G6:
@shomburg
@frankfurtzack
@bild
@tioneada
@kiansimone44
@juliusboemmes

Top Replied-To in G8:
@_martinhagen
@quarkswdr
@adi_inofficial
@br24
@erik_fluegge
@hannes__99
@wolfgangmueckst
@olafinderbeek
@jonas_naue
@_sophiso_

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
@airnews_kohima
@ddnewskohima
@gretathunberg
@pibkohima
@cmonagaland

Top Mentioned in G1:
@frankfurtzack
@sixandlaura
@chrischirp

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

Top Mentioned in G4:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G5:
@doc_ontherocks
@frankfurtzack

Top Mentioned in G6:
@frankfurtzack
@elon49943563
@larsklingbeil
@politerei
@justintrudeau
@bild
@schaefer_j
@bmg
@shomburg
@_friedrichmerz

Top Mentioned in G7:
@babymohouseman
@drakarys_now
@frankfurtzack
@exrealo
@holmenkollin

Top Mentioned in G8:
@frankfurtzack
@hpl9037
@dtrickb
@realtombohn
@welt
@karl_lauterbach
@derkartoffelst1
@konstantinkuhle
@dfoest
@_martinhagen

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
@diebajuwaren
@karlerbach
@franzhaid
@nina2910

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

Top Tweeters in G3:
@peady
@saskboy
@helarctos
@rygibsports
@billreichart
@shayc5
@savange99
@b6421
@boazhsan
@clscjones

Top Tweeters in G4:
@b0tsci
@prjournorequest
@mbalter
@schneiderleonid
@braincures
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros

Top Tweeters in G5:
@electroheinz
@donner_mizzi
@stina2312
@lurhenne
@pop_stop_2100
@aemr03918989
@risikofamilie
@fraukullerkette
@zwitschermama
@ingoheuschkel

Top Tweeters in G6:
@bild
@drehorgel123
@frankaskaralius
@witzigwalter
@justintrudeau
@elon49943563
@schorn_stephan
@detlef16130760
@larsklingbeil
@schmanle

Top Tweeters in G7:
@elisabethtobler
@braungardtr
@ein_zeitzeuge
@gez_eintreiber_
@earlybird2010
@nian4
@wiggado
@haldenkr
@blueberryartis2
@peanutsfirst

Top Tweeters in G8:
@welt
@br24
@paulinuxer
@erik_fluegge
@peter75238172
@dfoest
@realtombohn
@_sophiso_
@konstantinkuhle
@fdpbt

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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