#FlattenTheCurve, Twitter, 3/4/2022 9:58:23 AM, 272463


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#FlattenTheCurve_2022-03-04_01-18-54.xlsx
#FlattenTheCurve_2022-03-04_01-18-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/35nhqm8
@frankfurtzack
@siouxsiew
@bmg_bund
@polizeiberlin_e
@holmenkollin
@xtotl
@babymohouseman
@karl_lauterbach
@cwsberlin
@holle_fraulein

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#mabopane
#saulsville

Description:
Description
The graph represents a network of 1,499 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 Friday, 04 March 2022 at 09:20 UTC.

The requested start date was Friday, 04 March 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, 3-hour, 59-minute period from Friday, 18 February 2022 at 08:15 UTC to Thursday, 03 March 2022 at 12:14 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 : 1499
Unique Edges : 1257
Edges With Duplicates : 4452
Total Edges : 5709
Number of Edge Types : 5
Tweet : 1003
Retweet : 1527
MentionsInRetweet : 2475
Mentions : 600
Replies to : 104
Self-Loops : 1014
Reciprocated Vertex Pair Ratio : 0.00344827586206897
Reciprocated Edge Ratio : 0.00687285223367698
Connected Components : 172
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 660
Maximum Edges in a Connected Component : 2143
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.353455
Graph Density : 0.00103673922356783
Modularity : 0.356432
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,499 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 Friday, 04 March 2022 at 09:20 UTC.

The requested start date was Friday, 04 March 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, 3-hour, 59-minute period from Friday, 18 February 2022 at 08:15 UTC to Thursday, 03 March 2022 at 12:14 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:
[5] https://twitter.com/siouxsiew/status/1497680043920662529
[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://fridaysforfuture.org/march25/
[3] https://www.ktvu.com/news/california-governor-issues-statewide-stay-at-home-order
[2] 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
[2] https://scitechdaily.com/covid-gets-airborne-expert-explains-how-viruses-travel-through-the-air/
[2] https://twitter.com/SiouxsieW/status/1497680043920662529
[2] https://twitter.com/RichardHills_/status/1496685774536069121
[2] https://app.handelsblatt.com/unternehmen/dienstleister/technologieberatung-nach-rekordumsatz-capgemini-chef-aiman-ezzat-plant-fuer-2022-noch-groesser/28070160.html?ticket=ST-568528-5SsIytCGUlMrBg5QffQI-ap1
[2] https://www.onlyinyourstate.com/south-carolina/20-movies-filmed-in-sc/?utm_medium=email&utm_source=south-carolina&utm_campaign=newsletter

Top URLs in Tweet in G1:
[1] https://twitter.com/BILD/status/1497923514573205508
[1] https://www.stuttgarter-nachrichten.de/inhalt.coronavirus-in-deutschland-lauterbach-will-weiter-kontaktbeschraenkungen-ermoeglichen.906f9f1d-4ebe-4fdd-8740-7132bfedfce1.html
[1] https://twitter.com/aufmerken/status/1498781490553004033
[1] https://twitter.com/ChanasitJonas/status/1499110335537688583

Top URLs in Tweet in G2:
[3] https://twitter.com/siouxsiew/status/1497680043920662529
[2] https://twitter.com/RichardHills_/status/1496685774536069121
[1] https://thespinoff.co.nz/science/27-02-2022/siouxsie-wiles-two-years-on-flatten-the-curve-gets-an-update-for-2022
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8052516/
[1] https://twitter.com/SiouxsieW/status/1497680051239718912
[1] https://twitter.com/SiouxsieW/status/1497680069677891584
[1] https://twitter.com/SiouxsieW/status/1497680043920662529

Top URLs in Tweet in G3:
[2] https://twitter.com/siouxsiew/status/1497680043920662529
[2] 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://twitter.com/MichaelPSenger/status/1494764991999668227
[1] https://twitter.com/ZubyMusic/status/1494814500687654915
[1] https://twitter.com/OttawaBylaw/status/1494306645274509316
[1] https://www.scientificamerican.com/article/discovery-of-new-hiv-variant-sends-warning-for-covid-pandemic/
[1] https://twitter.com/zubymusic/status/1494822465364807688
[1] https://twitter.com/VeBo1991/status/1495493729368555520
[1] https://twitter.com/powerful_memes/status/1495502709738414084
[1] https://twitter.com/LBC/status/1495718993436585992

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

Top URLs in Tweet in G5:
[1] https://twitter.com/MichaelPSenger/status/1494764991999668227
[1] https://mobile.twitter.com/FrankfurtZack/status/1492382790821851140
[1] https://twitter.com/FrankfurtZack/status/1497942432939491333

Top URLs in Tweet in G7:
[1] https://twitter.com/jackposobiec/status/1496137872407240714
[1] https://twitter.com/koeln/status/1496018961867100162

Top URLs in Tweet in G8:
[4] https://www.tagesspiegel.de/politik/fehlende-langzeitstrategie-riskante-corona-wette-zulasten-der-kinder/28082874.html?version=10&id=28082874&fbclid=IwAR2QijVXi9mXoGHJLt2OjC3e61QwOB2DL5FHaYM33cC1BHdzZys-iAtZkNw

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2116] flattenthecurve
[603] wearamask
[237] covid19
[228] mabopane
[205] saulsville
[190] togetherwecan
[147] stayhomestaysafe
[112] leralla
[106] nagalandagainstcovid
[94] nagaland



Top Hashtags in Tweet in G1:
[199] flattenthecurve
[133] stayhomestaysafe
[5] basisschutzmassnahmen
[1] basischutzmasnahmen
[1] pandemie

Top Hashtags in Tweet in G2:
[509] flattenthecurve
[3] covid19nz
[2] scicomm
[2] covid19
[1] endtheprotest

Top Hashtags in Tweet in G3:
[147] flattenthecurve
[42] covid19
[23] staynotathome
[13] stayathome
[12] wirbleibennichtmehrzuhause
[6] physicaldistancingclub
[6] stayhomestaysafe
[5] physicaldistancing
[5] coronavirus
[5] stayhome

Top Hashtags in Tweet in G4:
[4] flattenthecurve
[3] covid19
[3] recession
[2] rri
[1] climatechange
[1] scicomm
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch

Top Hashtags in Tweet in G5:
[30] flattenthecurve
[14] zerocovid
[2] durchseuchung
[2] omikron
[2] corona
[1] pandemie
[1] allesoeffnen
[1] laptopclass
[1] kollateralschaeden
[1] bevölkerung

Top Hashtags in Tweet in G6:
[7] flattenthecurve
[5] stayhomestaysafe

Top Hashtags in Tweet in G7:
[30] flattenthecurve
[23] gesundheitsschutz
[2] stayhomestaysafe

Top Hashtags in Tweet in G8:
[20] flattenthecurve
[4] sagenwasist
[4] keinkindbleibtzurueck
[1] schattenfamilien
[1] niedriginzidenzstrategie
[1] whataboutism
[1] niedriginzidenz

Top Hashtags in Tweet in G9:
[22] flattenthecurve
[1] trudeautyranny
[1] canada
[1] newworldorder

Top Hashtags in Tweet in G10:
[189] togetherwecan
[184] flattenthecurve
[146] covid19
[106] nagalandagainstcovid
[94] nagaland
[34] nagalandagainstcovid19
[24] covid

Top Words
Top Words in Tweet in Entire Graph:
[2116] #flattenthecurve
[1409] station
[700] train
[638] frankfurtzack
[628] next
[622] stopping
[603] #wearamask
[556] departed
[555] pretoria
[526] siouxsiew

Top Words in Tweet in G1:
[598] frankfurtzack
[326] corona
[277] vorbei
[277] bmg_bund
[277] polizeiberlin_e
[277] sagen
[277] unfassbaren
[277] szenen
[277] demos
[277] 5000

Top Words in Tweet in G2:
[525] siouxsiew
[509] #flattenthecurve
[269] doing
[265] years
[263] xtotl
[261] started
[261] working
[261] together
[261] version
[261] keeping

Top Words in Tweet in G3:
[147] #flattenthecurve
[42] #covid19
[23] #staynotathome
[16] allgäu
[14] aware
[14] zwerenberg
[13] cases
[13] declined
[13] stay
[13] use

Top Words in Tweet in G4:
[4] #flattenthecurve
[4] dgurdasani1
[4] dbetteracademia
[4] morimahmoudi
[4] reneebleau
[4] suzanne_garrett
[4] evidencebase_im
[4] braincures
[4] marikasboros
[3] powerful

Top Words in Tweet in G5:
[47] die
[30] #flattenthecurve
[17] systemanalysen
[16] karl_lauterbach
[14] frankfurtzack
[14] m_t_franz
[14] realnewspunch
[14] #zerocovid
[14] strategie
[14] durchschlagender

Top Words in Tweet in G6:
[41] holmenkollin
[41] alle
[41] abgebildeten
[41] länder
[41] ausnähmlich
[41] lange
[41] nahe
[41] normalität
[41] vergleiche
[41] sehe

Top Words in Tweet in G7:
[30] #flattenthecurve
[26] babymohouseman
[23] boostern
[23] saufen
[23] #gesundheitsschutz
[5] frankfurtzack
[5] escalates
[5] quickly
[3] heute
[2] köln

Top Words in Tweet in G8:
[22] berater_1
[20] #flattenthecurve
[17] die
[13] jschmitzleipzig
[11] machen
[11] immer
[10] politik
[10] dampf
[10] gesamtsituation
[10] sehen

Top Words in Tweet in G9:
[46] worden
[23] mensen
[22] 14
[22] dagen
[22] #flattenthecurve
[22] naar
[22] wiens
[22] huisdieren
[22] vermoord
[22] bankrekeningen

Top Words in Tweet in G10:
[200] 2022
[189] #togetherwecan
[184] #flattenthecurve
[164] february
[146] #covid19
[128] status
[106] #nagalandagainstcovid
[105] healthnagaland
[96] #nagaland
[94] bulletin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[621] next,stopping
[621] stopping,station
[564] station,next
[552] #wearamask,#flattenthecurve
[289] corona,vorbei
[289] vorbei,bmg_bund
[289] bmg_bund,polizeiberlin_e
[289] polizeiberlin_e,sagen
[289] sagen,unfassbaren
[289] unfassbaren,szenen

Top Word Pairs in Tweet in G1:
[277] corona,vorbei
[277] vorbei,bmg_bund
[277] bmg_bund,polizeiberlin_e
[277] polizeiberlin_e,sagen
[277] sagen,unfassbaren
[277] unfassbaren,szenen
[277] szenen,demos
[277] demos,5000
[276] frankfurtzack,corona
[276] 5000,mensc

Top Word Pairs in Tweet in G2:
[261] years,xtotl
[261] xtotl,started
[261] started,working
[261] working,together
[261] together,version
[261] version,#flattenthecurve
[261] #flattenthecurve,keeping
[261] keeping,pandemic
[260] siouxsiew,years
[235] doing,bit

Top Word Pairs in Tweet in G3:
[36] #covid19,#flattenthecurve
[23] #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] powerful,visuals
[3] visuals,sometimes
[3] sometimes,tell

Top Word Pairs in Tweet in G5:
[14] m_t_franz,realnewspunch
[14] realnewspunch,die
[14] die,#zerocovid
[14] #zerocovid,strategie
[14] strategie,durchschlagender
[14] durchschlagender,erfolg
[14] erfolg,gezeigt
[13] systemanalysen,m_t_franz
[9] die,welle
[6] die,pandemie

Top Word Pairs in Tweet in G6:
[41] alle,abgebildeten
[41] abgebildeten,länder
[41] länder,ausnähmlich
[41] ausnähmlich,lange
[41] lange,nahe
[41] nahe,normalität
[41] normalität,vergleiche
[41] vergleiche,sehe
[41] sehe,keine
[40] holmenkollin,alle

Top Word Pairs in Tweet in G7:
[23] boostern,saufen
[23] saufen,#gesundheitsschutz
[23] #gesundheitsschutz,#flattenthecurve
[22] babymohouseman,boostern
[5] escalates,quickly
[5] quickly,#flattenthecurve
[4] babymohouseman,escalates
[2] frankfurtzack,köln
[2] köln,heute
[2] heute,#stayhomestaysafe

Top Word Pairs in Tweet in G8:
[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 G9:
[22] 14,dagen
[22] dagen,#flattenthecurve
[22] #flattenthecurve,naar
[22] naar,mensen
[22] mensen,wiens
[22] wiens,huisdieren
[22] huisdieren,worden
[22] worden,vermoord
[22] vermoord,bankrekeningen
[22] bankrekeningen,worden

Top Word Pairs in Tweet in G10:
[160] february,2022
[97] #flattenthecurve,#togetherwecan
[94] bulletin,#nagaland
[90] #nagaland,status
[90] healthnagaland,#covid19
[75] fresh,positive
[70] 2022,dimapur
[58] #togetherwecan,#flattenthecurve
[56] ddnewskohima,pibkohima
[55] dipr_nagaland,airnews_kohima

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@dlanebreckenri1
@frankfurtzack
@fff_ukraine
@initiativberlin
@jschmitzleipzig
@berater_1
@ianmsc
@siouxsiew
@capgemini

Top Replied-To in G1:
@doc_ontherocks
@ulle_65
@frankfurtzack

Top Replied-To in G2:
@siouxsiew

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@karl_lauterbach
@frankfurtzack
@olafgersemann
@drale333
@m_t_franz
@dabinichwieder3
@xeradox_wizard
@veiel
@lottaviehler

Top Replied-To in G6:
@holmenkollin

Top Replied-To in G8:
@initiativberlin
@jschmitzleipzig
@berater_1
@anitaworks9698

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@siouxsiew
@bmg_bund
@polizeiberlin_e
@xtotl
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima

Top Mentioned in G1:
@frankfurtzack
@bmg_bund
@polizeiberlin_e
@doc_ontherocks

Top Mentioned in G2:
@siouxsiew
@xtotl
@thespinofftv
@jduvalsmith
@templetonf
@davidhaynz
@melanie_skelany

Top Mentioned in G3:
@terraincoganita
@erortiapablonia
@judysuthrlandnz

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

Top Mentioned in G5:
@systemanalysen
@realnewspunch
@m_t_franz
@frankfurtzack
@karl_lauterbach
@lottaviehler
@bmg_bund
@polizeiberlin_e
@drmikeryan
@olafgersemann

Top Mentioned in G6:
@holmenkollin
@frankfurtzack
@bmg_bund
@polizeiberlin_e

Top Mentioned in G7:
@babymohouseman
@frankfurtzack
@bmg_bund
@polizeiberlin_e
@holmenkollin

Top Mentioned in G8:
@berater_1
@jschmitzleipzig
@chanasitjonas
@aktuelle_stunde
@anitaworks9698

Top Mentioned in G9:
@mrsjoebangles

Top Mentioned in G10:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Tweeters
Top Tweeters in Entire Graph:
@susanneleist
@nanaroku5
@asher_wolf
@foxylustygrover
@sandricsak
@independent_ie
@uwewolff966
@vertig0nix
@tinu
@grumpyyetamusin

Top Tweeters in G1:
@uwewolff966
@vertig0nix
@prasadhemant
@clboy001
@roman51110
@erich_fr
@totul69
@godlak_1
@valandir
@frankaskaralius

Top Tweeters in G2:
@foxylustygrover
@grumpyyetamusin
@snugbucket
@mykiwitwit
@bbddpp
@drlindadykes
@zaichishka
@die_primel
@thereal_queenk
@transparency_a1

Top Tweeters in G3:
@helarctos
@rygibsports
@miriwood
@billreichart
@shayc5
@ca_rotwang
@b6421
@wenwundertskind
@ettel_wen
@clscjones

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

Top Tweeters in G5:
@markrudolph2701
@spasskultur
@panpagan
@m_t_franz
@luebberding
@systemanalysen
@martinwaltherdd
@fredschunke
@_s__l_
@m29091899

Top Tweeters in G6:
@msmfun
@knigotnik
@frank_vd_valk
@holmenkollin
@cinco101
@foxthemulder
@dd_peterpan85
@pokeyarcticcirc
@subarufahrer201
@mister_3m

Top Tweeters in G7:
@paprikalady
@braungardtr
@ein_zeitzeuge
@sonjaaufdemdach
@gez_eintreiber_
@earlybird2010
@smackskneisel
@haldenkr
@peanutsfirst
@wunschbar

Top Tweeters in G8:
@anitaworks9698
@mertinsk
@printi71
@schnauzzwo
@aktuelle_stunde
@viking_kvinde
@freihei89070736
@konnyr17
@einfach_machen3
@ulaujzaboci4nsj

Top Tweeters in G9:
@avonturix
@dianameijer1
@gulden26704512
@thcisok2
@noueens
@vergeetme
@markdarkhark1
@jaywacked
@annemiekederks3
@coostenrijk

Top Tweeters in G10:
@swuro_29
@nagalandbot
@temsutulaimsong
@airnews_kohima
@morungexpress05
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland


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