#FlattenTheCurve, Twitter, 3/6/2022 2:35:02 PM, 272621


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#FlattenTheCurve_2022-03-06_01-28-33.xlsx
#FlattenTheCurve_2022-03-06_01-28-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3vINMm0
@frankfurtzack
@siouxsiew
@bmg_bund
@polizeiberlin_e
@xtotl
@babymohouseman
@karl_lauterbach
@85ulm
@garcon_rr
@braungardtr

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

Description:
Description
The graph represents a network of 1,409 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 Sunday, 06 March 2022 at 09:29 UTC.

The requested start date was Sunday, 06 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 12-day, 6-hour, 26-minute period from Sunday, 20 February 2022 at 01:03 UTC to Friday, 04 March 2022 at 07:30 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 : 1409
Unique Edges : 1241
Edges With Duplicates : 4314
Total Edges : 5555
Number of Edge Types : 5
Retweet : 1450
MentionsInRetweet : 2398
Replies to : 87
Mentions : 515
Tweet : 1105
Self-Loops : 1115
Reciprocated Vertex Pair Ratio : 0.00313339301700985
Reciprocated Edge Ratio : 0.00624721106648818
Connected Components : 153
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 621
Maximum Edges in a Connected Component : 2040
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.258556
Graph Density : 0.00112960916833344
Modularity : 0.35203
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,409 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 Sunday, 06 March 2022 at 09:29 UTC.

The requested start date was Sunday, 06 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 12-day, 6-hour, 26-minute period from Sunday, 20 February 2022 at 01:03 UTC to Friday, 04 March 2022 at 07:30 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
[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
[1] https://www.twitch.tv/nezuryu
[1] https://www.nu.nl/binnenland/6187306/meer-positieve-tests-door-opening-samenleving-en-einde-vakantie.html

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/VeBo1991/status/1495493729368555520
[1] https://twitter.com/powerful_memes/status/1495502709738414084
[1] https://twitter.com/LBC/status/1495718993436585992
[1] https://twitter.com/realmonsanto/status/1495804484089487361
[1] https://twitter.com/disclosetv/status/1495802616747593735
[1] https://twitter.com/StadtMuenchen/status/1496116731798069248
[1] https://twitter.com/thekangminlee/status/1496023649765240839
[1] https://www.youtube.com/watch?v=YQnLw_OWPZk&feature=youtu.be


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://mobile.twitter.com/FrankfurtZack/status/1492382790821851140
[1] https://twitter.com/FrankfurtZack/status/1497942432939491333

Top URLs in Tweet in G6:
[1] https://twitter.com/jackposobiec/status/1496137872407240714
[1] https://twitter.com/koeln/status/1496018961867100162

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2160] flattenthecurve
[746] wearamask
[285] mabopane
[240] saulsville
[213] covid19
[173] togetherwecan
[147] stayhomestaysafe
[130] leralla
[95] nagalandagainstcovid
[88] pienaarspoort



Top Hashtags in Tweet in G1:
[204] flattenthecurve
[139] stayhomestaysafe
[2] corona
[1] basischutzmasnahmen
[1] basisschutzmassnahmen
[1] pandemie
[1] covid_19

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

Top Hashtags in Tweet in G3:
[132] flattenthecurve
[40] covid19
[20] staynotathome
[12] stayathome
[10] wirbleibennichtmehrzuhause
[6] stayhomestaysafe
[5] stayhome
[5] flatearth
[4] physicaldistancingnow
[4] physicaldistancingclub

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:
[29] flattenthecurve
[14] zerocovid
[3] durchseuchung
[3] omikron
[2] corona
[1] pandemie
[1] allesoeffnen
[1] laptopclass
[1] kollateralschaeden
[1] bevölkerung

Top Hashtags in Tweet in G6:
[30] flattenthecurve
[23] gesundheitsschutz
[2] stayhomestaysafe

Top Hashtags in Tweet in G7:
[22] flattenthecurve
[1] trudeautyranny
[1] canada
[1] newworldorder

Top Hashtags in Tweet in G8:
[172] togetherwecan
[165] flattenthecurve
[129] covid19
[95] nagalandagainstcovid
[84] nagaland
[30] nagalandagainstcovid19
[24] covid

Top Hashtags in Tweet in G9:
[5] flattenthecurve
[4] zerocovid
[2] liberty
[1] maskup
[1] gop
[1] dems
[1] tyranny
[1] ukraine
[1] borderwall

Top Hashtags in Tweet in G10:
[7] flattenthecurve
[1] whataboutism
[1] schattenfamilien
[1] niedriginzidenzstrategie

Top Words
Top Words in Tweet in Entire Graph:
[2160] #flattenthecurve
[1696] station
[839] train
[748] next
[746] #wearamask
[741] stopping
[669] pretoria
[659] departed
[638] frankfurtzack
[530] siouxsiew

Top Words in Tweet in G1:
[616] frankfurtzack
[333] corona
[284] vorbei
[284] bmg_bund
[284] polizeiberlin_e
[284] sagen
[284] unfassbaren
[284] szenen
[284] demos
[284] 5000

Top Words in Tweet in G2:
[529] siouxsiew
[513] #flattenthecurve
[272] doing
[266] years
[264] xtotl
[262] started
[262] working
[262] together
[262] version
[262] keeping

Top Words in Tweet in G3:
[132] #flattenthecurve
[40] #covid19
[20] #staynotathome
[14] allgäu
[14] zwerenberg
[13] aware
[12] cases
[12] declined
[12] stay
[12] 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
[29] #flattenthecurve
[16] karl_lauterbach
[16] systemanalysen
[14] frankfurtzack
[14] m_t_franz
[14] realnewspunch
[14] #zerocovid
[14] strategie
[14] durchschlagender

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[181] 2022
[172] #togetherwecan
[165] #flattenthecurve
[140] february
[129] #covid19
[116] status
[95] #nagalandagainstcovid
[94] healthnagaland
[86] #nagaland
[84] bulletin

Top Words in Tweet in G9:
[5] #flattenthecurve
[4] #zerocovid
[2] sentedcruz
[2] policy
[2] start
[2] weeks
[2] sick
[2] doctor_oxford
[2] 3yo
[2] lying

Top Words in Tweet in G10:
[10] die
[7] #flattenthecurve
[7] berater_1
[6] wind
[5] politik
[5] dampf
[5] machen
[5] gesamtsituation
[5] sehen
[5] immer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[740] next,stopping
[740] stopping,station
[722] #wearamask,#flattenthecurve
[715] station,next
[290] corona,vorbei
[290] vorbei,bmg_bund
[290] bmg_bund,polizeiberlin_e
[290] polizeiberlin_e,sagen
[290] sagen,unfassbaren
[290] unfassbaren,szenen

Top Word Pairs in Tweet in G1:
[284] corona,vorbei
[284] vorbei,bmg_bund
[284] bmg_bund,polizeiberlin_e
[284] polizeiberlin_e,sagen
[284] sagen,unfassbaren
[284] unfassbaren,szenen
[284] szenen,demos
[284] demos,5000
[283] frankfurtzack,corona
[283] 5000,mensc

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

Top Word Pairs in Tweet in G3:
[35] #covid19,#flattenthecurve
[20] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[10] #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:
[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 G7:
[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 G8:
[138] february,2022
[90] #flattenthecurve,#togetherwecan
[84] bulletin,#nagaland
[82] #nagaland,status
[81] healthnagaland,#covid19
[67] fresh,positive
[63] 2022,dimapur
[52] 19,bulletin
[52] #togetherwecan,#flattenthecurve
[48] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G9:
[2] #flattenthecurve,start
[2] doctor_oxford,3yo
[2] 3yo,lying
[2] lying,bed
[2] bed,covid
[2] covid,fever
[2] fever,short
[2] short,breath
[2] breath,matter
[2] matter,time

Top Word Pairs in Tweet in G10:
[5] politik,dampf
[5] dampf,machen
[5] machen,die
[5] die,gesamtsituation
[5] gesamtsituation,sehen
[5] sehen,immer
[5] immer,größten
[5] größten,kasse
[5] kasse,lautesten
[5] lautesten,gejammer

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@frankfurtzack
@fff_ukraine
@jschmitzleipzig
@ianmsc
@siouxsiew
@capgemini
@shomburg
@doc_ontherocks
@jackbauer006

Top Replied-To in G1:
@doc_ontherocks
@ulle_65
@holmenkollin
@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 G9:
@iheartthebatman
@doctor_oxford
@borisjohnson
@glassisglass

Top Replied-To in G10:
@jschmitzleipzig
@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
@holle_fraulein

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:
@babymohouseman
@frankfurtzack
@bmg_bund
@polizeiberlin_e

Top Mentioned in G7:
@mrsjoebangles

Top Mentioned in G8:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G9:
@sentedcruz
@smokehighequity
@vito44044
@zacksjerryrig
@donaldjtrumpjr
@ingrahamangle
@anncoulter
@slaven000
@doctor_oxford

Top Mentioned in G10:
@berater_1
@aktuelle_stunde
@jschmitzleipzig
@chanasitjonas
@anitaworks9698

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
@schwester_gk
@godlak_1
@valandir

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
@wenwundertskind
@infinitelight4
@gp_commsafety
@erortiapablonia

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

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

Top Tweeters in G6:
@paprikalady
@braungardtr
@ein_zeitzeuge
@sonjaaufdemdach
@gez_eintreiber_
@earlybird2010
@smackskneisel
@haldenkr
@peanutsfirst
@wunschbar

Top Tweeters in G7:
@avonturix
@dianameijer1
@gulden26704512
@thcisok2
@noueens
@vergeetme
@markdarkhark1
@jaywacked
@annemiekederks3
@coostenrijk

Top Tweeters in G8:
@swuro_29
@nagalandbot
@temsutulaimsong
@airnews_kohima
@morungexpress05
@outbreak_india
@pibkohima
@mygovnagaland
@hellopeopleami
@ddnewskohima

Top Tweeters in G9:
@anncoulter
@artyannie
@ingrahamangle
@donaldjtrumpjr
@doctor_oxford
@sentedcruz
@zacksjerryrig
@slaven000
@borisjohnson
@iheartthebatman

Top Tweeters in G10:
@anitaworks9698
@mertinsk
@aktuelle_stunde
@viking_kvinde
@freihei89070736
@ulaujzaboci4nsj
@berater_1
@karenha63300724
@anjacksam
@us_nrw


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