#FlattenTheCurve, Twitter, 10/27/2020 6:54:11 PM, 238928


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#FlattenTheCurve_2020-10-27_01-37-01.xlsx
#FlattenTheCurve_2020-10-27_01-37-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 27, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/35xzqG8
@zamirmohyedin
@polizeiberlin
@japensabah
@viralvideovlogs
@norapri3
@polizeiberlin_e
@kattascha
@gretathunberg
@holzformer
@bpol_bepo

Top hashtags:
#flattenthecurve
#climatestrike
#covid19
#corona
#coronavirus

Description:
Description
The graph represents a network of 7,261 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, 27 October 2020 at 08:41 UTC.

The requested start date was Monday, 26 October 2020 at 00:01 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 5-day, 9-hour, 25-minute period from Tuesday, 20 October 2020 at 14:20 UTC to Sunday, 25 October 2020 at 23:45 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 : 7261
Unique Edges : 2638
Edges With Duplicates : 13148
Total Edges : 15786
Number of Edge Types : 5
Retweet : 5911
MentionsInRetweet : 7341
Tweet : 1208
Replies to : 333
Mentions : 993
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.00474967907573813
Reciprocated Edge Ratio : 0.00945445253609301
Connected Components : 918
Single-Vertex Connected Components : 519
Maximum Vertices in a Connected Component : 4880
Maximum Edges in a Connected Component : 10991
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.001544
Graph Density : 0.000148478057230921
Modularity : 0.48032
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,261 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, 27 October 2020 at 08:41 UTC.

The requested start date was Monday, 26 October 2020 at 00:01 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 5-day, 9-hour, 25-minute period from Tuesday, 20 October 2020 at 14:20 UTC to Sunday, 25 October 2020 at 23:45 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:
[20] https://www.deutschland.de/en/news/coronavirus-in-germany-informations?utm_source=TWITTER&utm_medium=en_germany&utm_content=100001573692390%2B&utm_campaign=%5BNews%5D
[9] http://ready.nola.gov/home/
[6] https://twitter.com/RegSprecher/status/1319912100647546885
[6] https://schulefueralle.blogspot.com/2020/09/kaum-fortschritt-bei-der.html
[6] https://pin-up-docs.de/2020/03/22/an-und-ablegen-von-schutzkleidung-covid-19/
[5] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[5] https://afluencer.com/
[5] https://www.twitch.tv/nezuryu
[5] https://www.coviz.org/d1/2020-10-22/sv
[5] https://www.worldometers.info/coronavirus/country/us/

Top URLs in Tweet in G1:
[2] https://twitter.com/azmirliberty/status/1319600529895387136

Top URLs in Tweet in G2:
[1] https://twitter.com/GretaThunberg/status/1319524967118180354

Top URLs in Tweet in G3:
[5] https://afluencer.com/
[5] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[4] https://www.ontariocovidpledge.ca/
[4] https://www.rivcoph.org/coronavirus
[3] https://nachhaltigwerben.de/shop/#!/Winterpostkarten/p/133555649/category=0
[3] https://twitter.com/GerakMalaysia/status/1319583342392610816
[3] https://twitter.com/regsprecher/status/1319912100647546885
[3] https://twitter.com/RegSprecher/status/1319912100647546885
[3] http://emaginesimplicity.com
[2] https://twitter.com/OlafGersemann/status/1318787396595519489

Top URLs in Tweet in G4:
[1] https://twitter.com/fasnix/status/1320265083126190080
[1] https://twitter.com/AscotBlack/status/1319386047214702592

Top URLs in Tweet in G5:
[2] https://www.hamburg.de/corona-zahlen/
[1] https://twitter.com/patrickgensing/status/1320425511957467136
[1] https://twitter.com/ennolenze/status/1320336915938332672
[1] https://twitter.com/rbb24/status/1320301206577831937
[1] https://twitter.com/KarateKalle/status/1320332827121094656
[1] https://m.bild.de/regional/berlin/berlin-aktuell/berlin-und-brandenburg-ein-toter-vier-verletzte-bei-messer-attacken-73583052,view=amp.bildMobile.html?__twitter_impression=true
[1] https://twitter.com/glr_berlin/status/1320329478938058753
[1] https://twitter.com/polizeiberlin_e/status/1319986802476896256
[1] https://twitter.com/AscotBlack/status/1319750900819415040?s=20
[1] https://twitter.com/Nils_van_Bruuk/status/1320118758913024000

Top URLs in Tweet in G6:
[4] https://ondemand-mp3.dradio.de/file/dradio/2020/10/25/zweite_welle_corona_szenarien_fuer_den_herbst_dlf_20201025_1630_72884cf5.mp3
[2] https://twitter.com/KJPGehrden/status/1319208787031490561
[2] https://noktara.de/fatten-the-curve-flatten-the-curve/
[2] https://twitter.com/silkejaeger/status/1319678643946332161
[2] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Famp%2Fwissen%2Fgesundheit%2F2020-10%2Fzweite-welle-coronavirus-alltag-treffen-weihnachten-feiern-verhalten%3Futm_referrer%3Dhttps%253A%252F%252Ft.co%252F
[1] https://twitter.com/RalfKrauter/status/1320371107833237506
[1] https://twitter.com/ashishkjha/status/1318704837488484352
[1] https://twitter.com/OlafGersemann/status/1319132622656663552
[1] https://twitter.com/olafgersemann/status/1319137655989374976
[1] https://twitter.com/unsinniger/status/1319874082964463616

Top URLs in Tweet in G7:
[1] https://twitter.com/YEDNetworkKe/status/1319495824515137536

Top URLs in Tweet in G8:
[1] https://twitter.com/GerakMalaysia/status/1319583342392610816

Top URLs in Tweet in G10:
[1] https://twitter.com/annewilltalk/status/1320274515558006784
[1] https://twitter.com/peterbreuer/status/1320478311081017345
[1] https://twitter.com/risklayer/status/1319016711744520192
[1] https://twitter.com/badischezeitung/status/1318575409970204672
[1] https://twitter.com/SchwarzePalmen/status/1319024224867069954
[1] https://twitter.com/risklayer/status/1319726443216179204
[1] https://twitter.com/focusonline/status/1320312159633612802
[1] https://www.daserste.de/information/reportage-dokumentation/geschichte-im-ersten/videos/mensch-gegen-virus-video-100.html
[1] https://twitter.com/RegSprecher/status/1319912100647546885
[1] https://twitter.com/jensspahn/status/1320327139053502467

Top Domains
Top Domains in Tweet in Entire Graph:
[369] twitter.com
[22] deutschland.de
[21] youtube.com
[18] instagram.com
[17] coviz.org
[13] blogspot.com
[9] nola.gov
[8] linkedin.com
[6] afluencer.com
[6] swarmapp.com

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

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[151] twitter.com
[14] instagram.com
[11] youtube.com
[6] swarmapp.com
[6] afluencer.com
[5] ontariocovidpledge.ca
[5] dt51.net
[4] linkedin.com
[4] rivcoph.org
[4] emaginesimplicity.com

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

Top Domains in Tweet in G5:
[10] twitter.com
[2] hamburg.de
[1] bild.de
[1] dw.com

Top Domains in Tweet in G6:
[21] twitter.com
[4] dradio.de
[2] noktara.de
[2] zeit.de
[1] apple.com
[1] tagesspiegel.de
[1] faz.net
[1] spiegel.de

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[16] twitter.com
[1] daserste.de
[1] welt.de
[1] youtube.com
[1] zeit.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4838] flattenthecurve
[818] climatestrike
[467] covid19
[174] corona
[168] coronavirus
[158] stayhome
[149] covid_19
[144] wearamask
[134] socialdistancing
[133] covid__19



Top Hashtags in Tweet in G1:
[2515] flattenthecurve
[1] protesdarurat
[1] stayathomesavelives

Top Hashtags in Tweet in G2:
[642] climatestrike
[17] fridaysforfuture
[15] schoolstrike4climate
[15] flattenthecurve
[8] facetheclimateemergency
[8] climatestrikeonline
[6] votethiscapdown
[4] stayathome
[3] fasting
[3] striking

Top Hashtags in Tweet in G3:
[640] flattenthecurve
[101] covid19
[61] stayhome
[51] socialdistancing
[44] corona
[42] wearamask
[38] staysafe
[38] stayathome
[26] maskeauf
[23] coronavirus

Top Hashtags in Tweet in G4:
[24] flattenthecurve
[3] breakdownthewall
[2] stayhome
[2] maskeauf
[1] wearamask
[1] climatestrike
[1] corona
[1] zweitewelle
[1] wirhaltenzamm

Top Hashtags in Tweet in G5:
[127] neukölln
[117] flattenthecurve
[84] covid19
[79] gemeinsamgegencovid19
[38] weissensee
[38] a14
[29] pankow
[28] berlin
[23] weddinger
[16] neuinfektionen

Top Hashtags in Tweet in G6:
[117] flattenthecurve
[23] covid19
[18] schulboykott
[16] maskenpflichtimunterricht
[11] transparenz
[11] regelbetrieb
[10] coronakrise
[10] infotweet
[9] neuinfektionen
[8] krisenmanagement

Top Hashtags in Tweet in G7:
[132] flattenthecurve
[124] angamizacorona
[114] environment
[113] covid__19
[23] covid_19
[23] ipc
[20] mashujaaday
[9] covid19
[8] eucovid19responseke
[5] shujaawangu

Top Hashtags in Tweet in G8:
[16] flattenthecurve

Top Hashtags in Tweet in G9:
[173] climatestrike
[98] votethiscapdown
[5] facetheclimateemergency
[5] schoolstrike4climate
[5] fridaysforfuture
[5] flattenthecurve
[2] futureofcap
[1] climatecrisisishere

Top Hashtags in Tweet in G10:
[71] flattenthecurve
[23] wearamask
[13] stayathome
[8] stayhome
[7] covid19
[7] pandemie
[6] corona
[6] coronakrise
[5] pandemieverlauf
[5] maskeauf

Top Words
Top Words in Tweet in Entire Graph:
[5056] boleh
[4838] #flattenthecurve
[2594] kita
[2534] buat
[2532] tak
[2531] macam
[2529] ini
[2528] yang
[2527] adalah
[2526] perangai

Top Words in Tweet in G1:
[5022] boleh
[2515] #flattenthecurve
[2513] buat
[2512] tak
[2511] perangai
[2511] yahudi
[2511] aje
[2511] yang
[2511] macam
[2511] ini

Top Words in Tweet in G2:
[1271] strike
[654] week
[647] school
[642] #climatestrike
[633] 113
[630] keep
[629] gretathunberg
[628] social
[625] remember
[625] distance

Top Words in Tweet in G3:
[640] #flattenthecurve
[126] die
[101] #covid19
[61] #stayhome
[51] #socialdistancing
[44] #corona
[42] #wearamask
[40] covid
[38] #staysafe
[38] #stayathome

Top Words in Tweet in G4:
[385] die
[379] kattascha
[379] nächsten
[379] wochen
[379] vermutlich
[379] gute
[379] zeit
[379] menschen
[379] melden
[379] wisst

Top Words in Tweet in G5:
[446] polizeiberlin_e
[290] die
[202] mund
[183] ohne
[167] viele
[131] gerade
[130] nasen
[130] feiern
[129] pssst
[129] lokal

Top Words in Tweet in G6:
[126] die
[117] #flattenthecurve
[79] corona
[77] welle
[75] szenarien
[75] herbst
[72] ralfkrauter
[47] zweite
[45] violapriesemann
[44] wissenschaft

Top Words in Tweet in G7:
[228] yednetworkke
[132] #flattenthecurve
[124] #angamizacorona
[114] #environment
[113] #covid__19
[112] invisible
[108] enemy
[108] making
[108] sure
[107] liv

Top Words in Tweet in G8:
[145] countries
[145] mean
[143] gerakmalaysia
[143] asean
[143] doing
[143] doesnt
[143] join
[143] good
[143] spirit
[143] guys

Top Words in Tweet in G9:
[174] week
[173] #climatestrike
[99] cevikushb
[98] #votethiscapdown
[96] 83rd
[96] eu
[96] parliament
[96] vote
[96] children
[96] today

Top Words in Tweet in G10:
[73] die
[71] #flattenthecurve
[42] jeder
[30] gt
[30] lt
[27] heute
[25] dieser
[23] #wearamask
[23] viele
[22] ziegenwelt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2526] perangai,yahudi
[2526] yahudi,aje
[2526] aje,yang
[2526] yang,boleh
[2526] boleh,buat
[2526] buat,macam
[2526] macam,ini
[2526] ini,kita
[2526] kita,tak
[2526] tak,boleh

Top Word Pairs in Tweet in G1:
[2511] perangai,yahudi
[2511] yahudi,aje
[2511] aje,yang
[2511] yang,boleh
[2511] boleh,buat
[2511] buat,macam
[2511] macam,ini
[2511] ini,kita
[2511] kita,tak
[2511] tak,boleh

Top Word Pairs in Tweet in G2:
[646] school,strike
[644] strike,week
[633] week,113
[629] gretathunberg,school
[625] strike,remember
[625] remember,keep
[625] keep,social
[625] social,distance
[625] distance,follow
[625] follow,covid

Top Word Pairs in Tweet in G3:
[26] social,distancing
[25] covid,19
[21] practicing,social
[20] #flattenthecurve,#socialdistancing
[20] kids,bored
[20] bored,practicing
[19] #stayhome,#flattenthecurve
[18] distancing,make
[16] #flattenthecurve,#stayathome
[15] #covid19,#flattenthecurve

Top Word Pairs in Tweet in G4:
[379] die,nächsten
[379] nächsten,wochen
[379] wochen,vermutlich
[379] vermutlich,gute
[379] gute,zeit
[379] zeit,menschen
[379] menschen,melden
[379] melden,wisst
[378] kattascha,die
[378] wisst,ber

Top Word Pairs in Tweet in G5:
[130] mund,nasen
[129] pssst,gerade
[129] gerade,lokal
[129] lokal,______
[129] ______,ohne
[129] ohne,mund
[129] nasen,schutz
[129] schutz,feiern
[129] feiern,viele
[129] viele,andere

Top Word Pairs in Tweet in G6:
[47] zweite,welle
[45] ralfkrauter,zweite
[44] welle,szenarien
[44] szenarien,die
[44] die,corona
[44] corona,herbst
[44] herbst,wissenschaft
[44] wissenschaft,brennpunkt
[44] brennpunkt,infektionsmodelliererin
[44] infektionsmodelliererin,violapriesemann

Top Word Pairs in Tweet in G7:
[116] #angamizacorona,#flattenthecurve
[112] #covid__19,invisible
[108] invisible,enemy
[108] enemy,#environment
[108] #environment,#angamizacorona
[108] #flattenthecurve,making
[108] making,sure
[107] yednetworkke,#covid__19
[107] sure,liv
[91] amref_kenya,euinkenya

Top Word Pairs in Tweet in G8:
[143] asean,countries
[143] countries,doing
[143] doing,doesnt
[143] doesnt,mean
[143] mean,join
[143] join,good
[143] good,spirit
[143] spirit,guys
[140] gerakmalaysia,asean
[139] wangnaeun,gerakmalaysia

Top Word Pairs in Tweet in G9:
[136] week,#climatestrike
[96] 83rd,week
[96] #climatestrike,eu
[96] eu,parliament
[96] parliament,vote
[96] vote,children
[96] children,today
[96] today,expect
[96] expect,#votethiscapdown
[95] cevikushb,83rd

Top Word Pairs in Tweet in G10:
[25] gt,gt
[25] lt,lt
[19] 11,000
[19] 000,dieser
[19] dieser,zahl
[19] zahl,handy
[19] handy,viele
[19] viele,heute
[19] heute,morgen
[19] morgen,aufgewacht

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@bag_ofsp_ufsp
@polizeiberlin_e
@aslavitt
@karl_lauterbach
@risklayer
@tagesschau
@gerakmalaysia
@celliottability
@polizeiberlin

Top Replied-To in G2:
@gretathunberg

Top Replied-To in G4:
@kattascha
@therobertm

Top Replied-To in G5:
@polizeiberlin_e
@bpol_bepo
@polizeiberlin
@bpol_b_einsatz
@korallenherz
@peperarno
@koelnnews
@manfredvogl
@gywermelanie
@dynamitecakes

Top Replied-To in G6:
@1worldvs1virus
@karl_lauterbach
@glr_berlin
@klaasmuc
@corona_nopanik
@thomaswalde
@janfleischhauer
@muechel73
@manunichtela
@stina2312

Top Replied-To in G7:
@yednetworkke

Top Replied-To in G8:
@gerakmalaysia

Top Replied-To in G10:
@risklayer
@karl_lauterbach
@polenz_r
@apothekerder
@elisatset
@pilgrimssoul
@hope_n_beauty
@owitzig
@fwwinterberg
@andy6710478914

Top Mentioned
Top Mentioned in Entire Graph:
@zamirmohyedin
@gretathunberg
@polizeiberlin_e
@kattascha
@yednetworkke
@wangnaeun
@gerakmalaysia
@cevikushb
@amref_kenya
@euinkenya

Top Mentioned in G1:
@zamirmohyedin
@danny_haqeem
@snowpoh

Top Mentioned in G2:
@gretathunberg
@redmayne_robert
@cevikushb
@wakiodorcas
@europarl_en
@fff_digital
@fridays_kenya
@fri
@kyraoser
@ickearbetare

Top Mentioned in G3:
@ginger_exchange
@afdverbot2021
@egmontinstitute
@theres146
@flooringdirectx
@southwestness
@easylivingfl
@childlifemorgan
@1055thedove

Top Mentioned in G4:
@kattascha
@hollerbaam
@polizeiberlin_e
@mpkretschmer
@bildung_sachsen
@gretathunberg
@hiergiltdiestfu
@dienstnavom
@thomasscheffer3
@chaosmamabille

Top Mentioned in G5:
@polizeiberlin_e
@bpol_bepo
@berlinnkl
@polizeiberlin
@bpol_b_einsatz
@preislerka
@spiegeltv
@franzi_chuleck
@koelnnews
@kattascha

Top Mentioned in G6:
@ralfkrauter
@violapriesemann
@dlf
@reinboth
@rhonda_alimuto
@rki_de
@otterchen1
@stadtmuenchen
@piratenbs_bl
@karl_lauterbach

Top Mentioned in G7:
@yednetworkke
@amref_kenya
@euinkenya
@ndiranguwanjuki
@susan_mochache
@drmercyhealth
@nationalerke
@kiptoock
@whokenya
@moh_kenya

Top Mentioned in G8:
@wangnaeun
@gerakmalaysia
@zamirmohyedin
@maieraiesha

Top Mentioned in G9:
@cevikushb
@gretathunberg
@europarl_en
@fff_digital
@fridays_kenya
@wakiodorcas
@fri
@fridays4future
@vanessa_vash
@robhoenen

Top Mentioned in G10:
@ziegenwelt
@cdu
@jensspahn
@arminlaschet
@annewilltalk
@britseven
@polizeiberlin_e
@risklayer
@derspiegel
@tsghoffenheim

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@chidambara09
@roblwilson
@manmet80
@cheezwitham
@chrisbrey1
@ramiro150402
@kareikitchen
@nuraz_wawa
@lizditz

Top Tweeters in G1:
@nuraz_wawa
@luqmannyamiin
@nanaazmi5
@hafizatulnasuha
@meowwwissa
@farraaaron
@nursyahidahrzzz
@pidutdin
@sakinah_yahya
@theisyraf

Top Tweeters in G2:
@oldlady12345
@roblwilson
@manmet80
@domenico1oo777
@emperatriz1827
@kouzie01
@richrake
@politeperson123
@gezgintrk
@saccay

Top Tweeters in G3:
@bbattmer
@fabioleone94
@countup
@agent301x
@torsten_hautnah
@ken_sugar
@electroheinz
@adbmhdn
@fitasport1
@annaesch1

Top Tweeters in G4:
@mailwurm666
@mtaege
@tilhemwell
@_klingebiel
@goettergatte42
@fasnix
@frauesceha
@arona1984
@drunkonhugs
@silent_write

Top Tweeters in G5:
@emet_news_press
@nichttweeterin
@henne38
@tinimaus1110
@schoensteiner
@krishworlds
@marina_ilona
@korallenherz
@grundsaetzlich
@marie_laveau_

Top Tweeters in G6:
@skuemy
@michael_kunz
@project1enigma
@liese_mueller
@thomasknorra
@halleverkehrt
@faznet
@zdf
@tijdvooreten
@kraweela

Top Tweeters in G7:
@kokwet_ke
@jaykiluu
@eu_health
@er
@moha_made_
@shinywerewolf
@dralfredmutua
@moh_kenya
@statehousekenya
@amref_kenya

Top Tweeters in G8:
@ahmadhaf1z
@amirulhaziqqq
@anxsane
@nfarhanahsalleh
@sarahhashimm
@ughtearisya
@cikgray_
@muhamad_amin_
@eedaz_prada
@muhdiqbaall_

Top Tweeters in G9:
@dawnroseturner
@giraldo35
@mroqu97vduzuarj
@londonerabroad
@analani
@parents4future
@reginahoutx
@janinecooijmans
@goernefrau
@naturmacht

Top Tweeters in G10:
@fwwinterberg
@der_dutschi
@zaubermaus57
@birgitlissowsky
@dukdaffe
@derspiegel
@motikat
@christa29930995
@dorisbrehm
@kaffeeundhunde


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