#FlattenTheCurve, Twitter, 3/10/2022 11:08:37 PM, 272865


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#FlattenTheCurve_2022-03-10_03-08-29.xlsx
#FlattenTheCurve_2022-03-10_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 10, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3pVHR9q
@frankfurtzack
@andrewbogut
@konstwood
@siouxsiew
@karl_lauterbach
@velofisch
@bmg_bund
@horstboris
@polizeiberlin_e
@garcon_rr

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

Description:
Description
The graph represents a network of 1,650 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 Thursday, 10 March 2022 at 11:10 UTC.

The requested start date was Thursday, 10 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, 10-hour, 58-minute period from Thursday, 24 February 2022 at 01:18 UTC to Wednesday, 09 March 2022 at 12:17 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 : 1650
Unique Edges : 1259
Edges With Duplicates : 5006
Total Edges : 6265
Number of Edge Types : 5
Mentions : 601
Retweet : 1745
MentionsInRetweet : 2679
Tweet : 1172
Replies to : 68
Self-Loops : 1183
Reciprocated Vertex Pair Ratio : 0.00247218788627936
Reciprocated Edge Ratio : 0.00493218249075216
Connected Components : 184
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 851
Maximum Edges in a Connected Component : 2647
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.75447
Graph Density : 0.000894205854788026
Modularity : 0.31743
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,650 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 Thursday, 10 March 2022 at 11:10 UTC.

The requested start date was Thursday, 10 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, 10-hour, 58-minute period from Thursday, 24 February 2022 at 01:18 UTC to Wednesday, 09 March 2022 at 12:17 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
[2] https://nos.nl/artikel/2420244-weer-flinke-stijging-brandstofprijs-adviesprijs-benzine-boven-de-2-41-euro
[2] https://www.redbubble.com/i/t-shirt/I-got-my-vaccine-by-Mandis1/103904114.WFLAH
[2] https://www.twitch.tv/nezuryu
[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
[1] https://www.swarmapp.com/c/5PJv138DtvY
[1] https://www.swarmapp.com/c/dt6F2914Ejl

Top URLs in Tweet in G1:
[1] https://twitter.com/FrankfurtZack/status/1426916573994946563?t=emdhooZ196ER4EW4A6I3HQ&s=19
[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
[1] https://twitter.com/BILD/status/1497923514573205508

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 G5:
[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://mailchi.mp/570cc619d566/descuentos-pcr-y-antgenos
[1] https://www.bloomberg.com/profile/company/711339Z:US
[1] https://www.britannica.com/topic/Seth-Egyptian-god
[1] https://www.oxfordreference.com/view/10.1093/acref/9780195102345.001.0001/acref-9780195102345-e-0655
[1] https://www.greek-mythology-pantheon.com/ares-mars-greek-god-of-war/
[1] https://twitter.com/drjudymelinek/status/1497704395001131009
[1] https://twitter.com/ElizaJaneAgain/status/1497843287448711176
[1] https://twitter.com/XTOTL/status/1497669011139887104

Top URLs in Tweet in G8:
[1] https://twitter.com/FrankfurtZack/status/1497942432939491333

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2271] flattenthecurve
[827] wearamask
[295] mabopane
[242] saulsville
[235] covid19
[216] basisschutzmassnahmen
[190] togetherwecan
[156] leralla
[149] stayhomestaysafe
[109] nagalandagainstcovid



Top Hashtags in Tweet in G1:
[181] flattenthecurve
[171] basisschutzmassnahmen
[117] stayhomestaysafe
[1] basischutzmasnahmen
[1] wearamask

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

Top Hashtags in Tweet in G3:
[42] flattenthecurve
[42] basisschutzmassnahmen
[25] stayhomestaysafe

Top Hashtags in Tweet in G4:
[2] flattenthecurve
[1] stayhomestaysafe
[1] allinthistogether

Top Hashtags in Tweet in G5:
[156] flattenthecurve
[46] covid19
[15] gasprices
[13] staynotathome
[12] stayathome
[5] stopthespread
[5] flatearth
[4] covid
[4] stayhome
[3] stayhomestaysafe

Top Hashtags in Tweet in G6:
[59] flattenthecurve
[59] bidenflation
[59] gas

Top Hashtags in Tweet in G7:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[25] flattenthecurve
[8] flattenthegrundrechte
[3] durchseuchung
[3] omikron
[2] corona
[1] basisschutzmassnahmen
[1] lordomikron
[1] karlboosterbach
[1] lauterbachlügt
[1] lauterbachruecktritt

Top Hashtags in Tweet in G9:
[189] togetherwecan
[184] flattenthecurve
[145] covid19
[109] nagalandagainstcovid
[88] nagaland
[30] nagalandagainstcovid19
[24] covid

Top Hashtags in Tweet in G10:
[14] zerocovid
[4] flattenthecurve
[2] basisschutzmassnahmen

Top Words
Top Words in Tweet in Entire Graph:
[2271] #flattenthecurve
[1750] station
[889] train
[831] frankfurtzack
[827] #wearamask
[789] next
[781] stopping
[710] pretoria
[700] departed
[532] siouxsiew

Top Words in Tweet in G1:
[424] frankfurtzack
[181] #flattenthecurve
[181] masken
[171] #basisschutzmassnahmen
[170] kontaktbeschränkungen
[170] kapazitätsbeschränkungen
[170] 2g
[170] 2gplus
[170] erwartet
[158] heute

Top Words in Tweet in G2:
[531] siouxsiew
[515] #flattenthecurve
[273] doing
[267] years
[265] xtotl
[263] started
[263] working
[263] together
[263] version
[263] keeping

Top Words in Tweet in G3:
[388] frankfurtzack
[283] corona
[283] vorbei
[283] bmg_bund
[283] polizeiberlin_e
[283] sagen
[283] unfassbaren
[283] szenen
[283] demos
[283] 5000

Top Words in Tweet in G4:
[194] weeks
[97] idea
[97] rising
[97] fuel
[97] gas
[97] prices
[97] hear
[97] don
[97] fill
[97] cars

Top Words in Tweet in G5:
[156] #flattenthecurve
[45] #covid19
[19] weeks
[17] zwerenberg
[16] stay
[15] #gasprices
[14] home
[13] #staynotathome
[12] two
[12] cases

Top Words in Tweet in G6:
[59] everyone
[59] stop
[59] driving
[59] weeks
[59] flatten
[59] curve
[59] #flattenthecurve
[59] #bidenflation
[59] #gas
[58] lloydlegalist

Top Words in Tweet in G7:
[2] jo_kuehn
[2] weingartende
[2] jthaele
[2] jaquearnoux
[2] vt27kolt11
[2] joehartnow
[2] pdfkungfoo
[2] rastadler
[2] arnoldschiller
[2] r0

Top Words in Tweet in G8:
[25] #flattenthecurve
[15] die
[12] karl_lauterbach
[9] keine
[9] immer
[9] tim_roehn
[8] maßnahmen
[8] martina__schalu
[8] wochen
[8] #flattenthegrundrechte

Top Words in Tweet in G9:
[197] 2022
[189] #togetherwecan
[184] #flattenthecurve
[145] #covid19
[122] status
[112] march
[108] #nagalandagainstcovid
[103] healthnagaland
[88] bulletin
[88] #nagaland

Top Words in Tweet in G10:
[20] die
[14] m_t_franz
[14] realnewspunch
[14] #zerocovid
[14] strategieâ
[14] durchschlagender
[14] erfolgâ
[14] gezeigt
[13] systemanalysen
[13] haâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[810] #wearamask,#flattenthecurve
[781] next,stopping
[781] stopping,station
[760] station,next
[291] wã,re
[291] corona,vorbei
[291] vorbei,bmg_bund
[291] bmg_bund,polizeiberlin_e
[291] polizeiberlin_e,sagen
[291] sagen,unfassbaren

Top Word Pairs in Tweet in G1:
[170] #basisschutzmassnahmen,masken
[170] masken,kontaktbeschränkungen
[170] kontaktbeschränkungen,kapazitätsbeschränkungen
[170] kapazitätsbeschränkungen,2g
[170] 2g,2gplus
[170] 2gplus,erwartet
[169] frankfurtzack,#basisschutzmassnahmen
[116] kã,ln
[116] ln,heute
[116] heute,#stayhomestaysafe

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

Top Word Pairs in Tweet in G3:
[283] corona,vorbei
[283] vorbei,bmg_bund
[283] bmg_bund,polizeiberlin_e
[283] polizeiberlin_e,sagen
[283] sagen,unfassbaren
[283] unfassbaren,szenen
[283] szenen,demos
[283] demos,5000
[282] frankfurtzack,wã
[282] wã,re

Top Word Pairs in Tweet in G4:
[97] idea,rising
[97] rising,fuel
[97] fuel,gas
[97] gas,prices
[97] prices,hear
[97] hear,don
[97] don,fill
[97] fill,cars
[97] cars,weeks
[97] weeks,therefore

Top Word Pairs in Tweet in G5:
[39] #covid19,#flattenthecurve
[13] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[9] walking,runde

Top Word Pairs in Tweet in G6:
[59] everyone,stop
[59] stop,driving
[59] driving,weeks
[59] weeks,flatten
[59] flatten,curve
[59] curve,#flattenthecurve
[59] #flattenthecurve,#bidenflation
[59] #bidenflation,#gas
[58] lloydlegalist,everyone

Top Word Pairs in Tweet in G7:
[2] jo_kuehn,weingartende
[2] weingartende,jthaele
[2] jthaele,jaquearnoux
[2] jaquearnoux,vt27kolt11
[2] vt27kolt11,joehartnow
[2] joehartnow,pdfkungfoo
[2] pdfkungfoo,rastadler
[2] rastadler,arnoldschiller

Top Word Pairs in Tweet in G8:
[9] tim_roehn,karl_lauterbach
[8] martina__schalu,tim_roehn
[8] karl_lauterbach,wochen
[8] wochen,#flattenthecurve
[8] #flattenthecurve,#flattenthegrundrechte
[8] #flattenthegrundrechte,immer
[7] die,maßnahmen
[5] tfruehmark,die
[5] maßnahmen,wissenschaftlich
[5] wissenschaftlich,begründet

Top Word Pairs in Tweet in G9:
[112] march,2022
[103] #flattenthecurve,#togetherwecan
[88] bulletin,#nagaland
[88] healthnagaland,#covid19
[85] february,2022
[84] #nagaland,status
[75] fresh,positive
[65] 2022,dimapur
[57] ddnewskohima,pibkohima
[56] dipr_nagaland,airnews_kohima

Top Word Pairs in Tweet in G10:
[14] m_t_franz,realnewspunch
[14] realnewspunch,die
[14] die,#zerocovid
[14] #zerocovid,strategieâ
[14] strategieâ,durchschlagender
[14] durchschlagender,erfolgâ
[14] erfolgâ,gezeigt
[13] systemanalysen,m_t_franz
[13] gezeigt,haâ
[4] wã,re

Top Replied-To
Top Replied-To in Entire Graph:
@frankfurtzack
@fff_ukraine
@ianmsc
@tfruehmark
@olafgersemann
@siouxsiew
@holgerkopp
@trishthedish_7
@m_ziesmann
@barstoolsports

Top Replied-To in G1:
@frankfurtzack

Top Replied-To in G2:
@siouxsiew

Top Replied-To in G3:
@frankfurtzack
@holmenkollin

Top Replied-To in G7:
@jo_kuehn

Top Replied-To in G8:
@tfruehmark
@olafgersemann
@arminph
@xeradox_wizard
@veiel
@lottaviehler
@tim_roehn
@bmg_bund
@martina__schalu
@frankfurtzack

Top Replied-To in G10:
@m_t_franz
@drale333

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

Top Mentioned in G1:
@frankfurtzack
@regsprecher
@bmg_bund
@polizeiberlin_e
@doc_ecmo
@tom80193365

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

Top Mentioned in G3:
@frankfurtzack
@bmg_bund
@polizeiberlin_e
@shomburg

Top Mentioned in G4:
@andrewbogut
@frankfurtzack

Top Mentioned in G5:
@terraincoganita
@erortiapablonia
@judysuthrlandnz
@martydnelson

Top Mentioned in G6:
@lloydlegalist

Top Mentioned in G7:
@weingartende
@jthaele
@jaquearnoux
@vt27kolt11
@joehartnow
@pdfkungfoo
@rastadler
@arnoldschiller
@velofisch
@jo_kuehn

Top Mentioned in G8:
@karl_lauterbach
@tim_roehn
@martina__schalu
@frankfurtzack
@lottaviehler
@tfruehmark
@bmg_bund
@olafgersemann
@polizeiberlin_e
@funkeberlin

Top Mentioned in G9:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster
@stateiecbureau

Top Mentioned in G10:
@realnewspunch
@systemanalysen
@m_t_franz
@frankfurtzack
@bmg_bund
@polizeiberlin_e
@martinwaltherdd
@luebberding

Top Tweeters
Top Tweeters in Entire Graph:
@nanaroku5
@asher_wolf
@jaquearnoux
@foxylustygrover
@michael_kunz
@pfanderson
@uwewolff966
@vertig0nix
@tinu
@stillgray

Top Tweeters in G1:
@uwewolff966
@nis1010101
@rstrohmi
@markrudolph2701
@erich_fr
@brennstoff
@totul69
@tini68274439
@schwester_gk
@godlak_1

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

Top Tweeters in G3:
@vertig0nix
@prasadhemant
@clboy001
@valandir
@johannes135
@brischleu
@karlerbach
@fraumerkek
@lisa_marychen
@derelcon

Top Tweeters in G4:
@nc_24
@funymnjamo
@thisisraysblog
@lasty52
@yarravilleemma
@jadpindersingh1
@karonleahely
@jessieg05894984
@kattrejones
@mal_whatmore

Top Tweeters in G5:
@sternfbsuperfan
@jpana75
@nonrev_ev
@robjob76
@wenwundertskind
@infinitelight4
@imogeehaw
@ronanorb
@joey_518
@davosaurus_rex

Top Tweeters in G6:
@memphistigerjeb
@lord_chewie
@jpdtiga
@inaudiblenoise
@markdavis8919
@rebecca65256003
@kixmarx
@jimost
@jasonshiflett1
@dumbluck2010

Top Tweeters in G7:
@jaquearnoux
@michael_kunz
@kachelmann
@gothp1
@yonny_s
@ichbinschoener
@arnoldschiller
@vt27kolt11
@miaumiau1975
@energisch_

Top Tweeters in G8:
@klarnamemiggi
@bonniealba
@ubokubi
@funkeberlin
@arminph
@m29091899
@martina__schalu
@gr33ncougar
@olafgersemann
@hansgrtner4

Top Tweeters in G9:
@nagalandbot
@temsutulaimsong
@airnews_kohima
@morungexpress05
@outbreak_india
@pibkohima
@mygovnagaland
@hellopeopleami
@ddnewskohima
@dipr_nagaland

Top Tweeters in G10:
@spasskultur
@m_t_franz
@luebberding
@systemanalysen
@martinwaltherdd
@_s__l_
@tm181167
@ejuhue
@_seiwachsam
@spotdrossel


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