#FlattenTheCurve, Twitter, 9/21/2021 7:34:01 PM, 262567


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#FlattenTheCurve_2021-09-21_02-56-01.xlsx
#FlattenTheCurve_2021-09-21_02-56-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3zpxRqJ
@hardmanpolitics
@albertoemachado
@traveleve2
@lviehler
@hfwodisha
@vodourocks
@healthnagaland
@lottaviehler
@pparzival
@karl_lauterbach

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#togetherwecan

Description:
Description
The graph represents a network of 1,278 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, 21 September 2021 at 09:57 UTC.

The requested start date was Tuesday, 21 September 2021 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 13-day, 11-hour, 39-minute period from Tuesday, 07 September 2021 at 00:29 UTC to Monday, 20 September 2021 at 12:08 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 : 1278
Unique Edges : 569
Edges With Duplicates : 3287
Total Edges : 3856
Number of Edge Types : 5
Retweet : 1071
MentionsInRetweet : 1205
Mentions : 663
Replies to : 113
Tweet : 804
Self-Loops : 844
Reciprocated Vertex Pair Ratio : 0.0108514190317195
Reciprocated Edge Ratio : 0.0214698596201486
Connected Components : 258
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 522
Maximum Edges in a Connected Component : 2228
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.692498
Graph Density : 0.00074203158566819
Modularity : 0.326595
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,278 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, 21 September 2021 at 09:57 UTC.

The requested start date was Tuesday, 21 September 2021 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 13-day, 11-hour, 39-minute period from Tuesday, 07 September 2021 at 00:29 UTC to Monday, 20 September 2021 at 12:08 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:
[4] https://medicalxpress.com/news/2021-09-flattening-covid-weeks-tougher-lockdowns.html
[4] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[4] https://www.mercerbradley.com/testimonials/
[4] https://www.twitch.tv/nezuryu
[3] https://www.youtube.com/watch?v=xWq6lSBaPZ8&feature=youtu.be

[3] https://www.youtube.com/watch?v=2afFwotZv0Y&feature=youtu.be

[3] https://www.google.com/url?q=https://www.bbc.com/news/health-58565061
[2] https://www.coviz.org/e2b/2021-09-20/
[2] https://www.coviz.org/e2b/2021-09-18/
[2] https://www.coviz.org/e2b/2021-09-11/

Top URLs in Tweet in G1:
[1] https://twitter.com/CelticNotorious/status/1435346113259876358

Top URLs in Tweet in G2:
[4] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[2] https://www.pscp.tv/w/cbICwTF4a2pETFZEV0Jqem18MXluSk9wVkVYd1Z4Usah40umAM_EzGyl6CgzkokvbH64WiKvF1c1qwHX1uYR?t=4m44s
[2] https://www.egmontinstitute.be/publications/
[1] https://twitter.com/bryanvilleneuve/status/1435069819708190720
[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://twitter.com/mzelst/status/1435230866335281168
[1] https://twitter.com/richardreichle/status/1435233487427145740
[1] https://twitter.com/NewsBytesApp/status/1432650029571792898
[1] https://twitter.com/accnetwork/status/1433916233599143944
[1] https://twitter.com/LBC/status/1435158745315745792

Top URLs in Tweet in G5:
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[1] https://twitter.com/NagalandNhm/status/1437958314143272960
[1] https://twitter.com/HealthNagaland/status/1435482601444110340
[1] https://medicalxpress.com/news/2021-09-flattening-covid-weeks-tougher-lockdowns.html
[1] https://www.eyeque.com/knowledge-center/test-your-vision-at-home-with-a-free-device-from-eyeque/?utm_source=twitter_organic&utm_medium=social&utm_campaign=giveaway&utm_term=&utm_content=
[1] https://twitter.com/WHOAFRO/status/1438067605152190471
[1] https://twitter.com/WHOAFRO/status/1439635852733427717
[1] https://twitter.com/WHOAFRO/status/1438478290990342150
[1] https://newsroom.amref.org/news/2021/09/where-to-get-covid-19-vaccine-in-kenya/

Top URLs in Tweet in G6:
[3] https://www.google.com/url?q=https://www.bbc.com/news/health-58565061
[3] https://medicalxpress.com/news/2021-09-flattening-covid-weeks-tougher-lockdowns.html
[2] https://www.abc.net.au/news/2021-09-15/covid-difficult-choice-between-trade-saving-lives-end-lockdown/100461128
[2] https://www.infectioncontroltoday.com/view/more-data-point-to-covid-19-mu-variant-s-antibody-resistance
[1] https://twitter.com/ReginaPosterBoy/status/1437243065702526980
[1] https://twitter.com/LHubich/status/1438376065181708289
[1] https://twitter.com/cnn/status/1437712502167674881
[1] https://twitter.com/anthonycwalker/status/1437912603863535622
[1] https://twitter.com/bymikebaker/status/1437964616735211520
[1] https://twitter.com/thehill/status/1435037851830439939

Top URLs in Tweet in G7:
[2] https://www.destatis.de/DE/Presse/Pressemitteilungen/2021/05/PD21_N036_23.html
[1] https://twitter.com/DerInformant_/status/1439092176470827010

Top URLs in Tweet in G9:
[1] https://pure.au.dk/portal/files/181464339/The_unpleasant_truth_is_the_best_protection_against_coronavirus_Michael_Bang_Petersen.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[23] youtube.com
[22] coviz.org
[16] swarmapp.com
[8] scitechdaily.com
[7] wordpress.com
[4] medicalxpress.com
[4] whatsapp.com
[4] google.com
[4] mercerbradley.com

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

Top Domains in Tweet in G2:
[27] twitter.com
[16] swarmapp.com
[8] scitechdaily.com
[7] wordpress.com
[4] whatsapp.com
[2] pscp.tv
[2] facebook.com
[2] egmontinstitute.be
[1] npr.org
[1] puretouchcleaningservices.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] arcgis.com
[2] nodexlgraphgallery.org
[1] medicalxpress.com
[1] eyeque.com
[1] amref.org

Top Domains in Tweet in G6:
[8] twitter.com
[3] google.com
[3] medicalxpress.com
[2] net.au
[2] infectioncontroltoday.com

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

Top Domains in Tweet in G9:
[1] au.dk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1594] flattenthecurve
[518] covid19
[323] wearamask
[259] togetherwecan
[193] washyourhands
[140] nagaland
[132] naledi
[129] nagalandagainstcovid
[125] vereeniging
[122] leralla



Top Hashtags in Tweet in G1:
[144] flattenthecurve
[1] covidzertifikat
[1] covid1984
[1] pandemieplan
[1] infektionsschutz

Top Hashtags in Tweet in G2:
[170] flattenthecurve
[50] covid19
[21] coronavirus
[15] covid
[14] covid_19
[13] stayathome
[12] staynotathome
[12] wirbleibennichtmehrzuhause
[11] physicaldistancing
[9] staysafe

Top Hashtags in Tweet in G3:
[3] flattenthecurve
[1] protectourchildren
[1] pediatrichospitals
[1] itdidnthavetobethisway

Top Hashtags in Tweet in G4:
[107] flattenthecurve
[97] gehtimpfenaberdalli

Top Hashtags in Tweet in G5:
[283] covid19
[259] togetherwecan
[244] flattenthecurve
[140] nagaland
[129] nagalandagainstcovid
[66] nagalandagainstcovid19
[10] washyourhands
[7] angamizacorona
[6] handwashing
[6] covid19africa

Top Hashtags in Tweet in G6:
[163] flattenthecurve
[83] covid19
[39] stayhomestaysafe
[8] lockdown
[7] maskup
[7] coronavirus
[6] level2lockdown
[6] vaccinemandate
[6] jobsearch
[5] muvariant

Top Hashtags in Tweet in G7:
[13] flattenthecurve
[5] nocovid
[5] nosmoking
[1] inflation

Top Hashtags in Tweet in G8:
[4] flattenthecurve
[1] wirtschaftskriminaliaet
[1] korruption
[1] bigpharma
[1] politik
[1] narrativ
[1] lockdown
[1] denhaag
[1] masketragen
[1] wellenbrecherlockdown

Top Hashtags in Tweet in G9:
[25] covid19
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[22] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1596] #flattenthecurve
[800] station
[518] #covid19
[426] train
[375] next
[374] stopping
[358] 2021
[339] september
[323] #wearamask
[279] departed

Top Words in Tweet in G1:
[144] die
[144] #flattenthecurve
[143] wochen
[143] kurve
[143] abzuflachen
[143] impfungen
[143] seine
[143] familie
[143] ernähren
[142] hardmanpolitics

Top Words in Tweet in G2:
[170] #flattenthecurve
[50] #covid19
[21] #coronavirus
[17] cases
[17] stay
[16] covid
[16] die
[16] 19
[15] #covid
[14] #covid_19

Top Words in Tweet in G3:
[208] life
[105] denise_dewald
[105] pediatric
[104] child
[104] saved
[104] hospital
[104] please
[104] tell
[104] story
[104] below

Top Words in Tweet in G4:
[107] #flattenthecurve
[105] traveleve2
[98] alle
[97] #gehtimpfenaberdalli
[97] fleißig
[97] betten
[97] umverteilt
[97] covid
[97] icu
[97] pflichtigen

Top Words in Tweet in G5:
[346] 2021
[330] september
[283] #covid19
[259] #togetherwecan
[244] #flattenthecurve
[225] healthnagaland
[201] status
[142] bulletin
[140] #nagaland
[138] recoveries

Top Words in Tweet in G6:
[163] #flattenthecurve
[83] #covid19
[46] vodourocks
[39] #stayhomestaysafe
[32] time
[19] people
[16] hfwodisha
[14] need
[14] go
[13] complacent

Top Words in Tweet in G7:
[92] welle
[55] die
[46] lviehler
[46] ganz
[46] einig
[46] vierte
[46] bereits
[46] auslaufen
[46] bald
[46] fünften

Top Words in Tweet in G8:
[10] die
[7] jensspahn
[5] wochen
[4] #flattenthecurve
[4] dabo_612
[4] wdraktuell
[4] stets
[4] kommenden
[4] entscheidend
[4] lässt

Top Words in Tweet in G9:
[25] democratic
[25] governments
[25] mobilize
[25] publics
[25] defeat
[25] #covid19
[25] wrote
[25] article
[25] shaped
[25] danish

Top Words in Tweet in G10:
[22] march
[22] 2020
[22] #flattenthecurve
[22] accept
[22] eventually
[22] same
[22] number
[22] infections
[22] spread
[22] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] next,stopping
[373] stopping,station
[369] station,next
[334] september,2021
[212] #wearamask,#flattenthecurve
[196] healthnagaland,#covid19
[160] #flattenthecurve,#washyourhands
[151] wochen,die
[147] die,kurve
[147] kurve,abzuflachen

Top Word Pairs in Tweet in G1:
[143] wochen,die
[143] die,kurve
[143] kurve,abzuflachen
[143] abzuflachen,impfungen
[143] impfungen,seine
[143] seine,familie
[143] familie,ernähren
[143] ernähren,#flattenthecurve
[142] hardmanpolitics,wochen
[142] #flattenthecurve,#covidzertifik

Top Word Pairs in Tweet in G2:
[19] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[12] #flattenthecurve,#staynotathome
[12] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G3:
[104] life,child
[104] child,life
[104] life,saved
[104] saved,pediatric
[104] pediatric,hospital
[104] hospital,please
[104] please,tell
[104] tell,story
[104] story,below
[104] below,world

Top Word Pairs in Tweet in G4:
[97] #flattenthecurve,#gehtimpfenaberdalli
[97] #gehtimpfenaberdalli,fleißig
[97] fleißig,betten
[97] betten,umverteilt
[97] umverteilt,alle
[97] alle,covid
[97] covid,icu
[97] icu,pflichtigen
[97] pflichtigen,patienten
[96] traveleve2,#flattenthecurve

Top Word Pairs in Tweet in G5:
[330] september,2021
[196] healthnagaland,#covid19
[140] bulletin,#nagaland
[137] fresh,positive
[128] 2021,dimapur
[127] #nagaland,status
[114] #flattenthecurve,#togetherwecan
[102] covid,19
[78] 19,bulletin
[75] #togetherwecan,#flattenthecurve

Top Word Pairs in Tweet in G6:
[42] #covid19,#flattenthecurve
[22] #flattenthecurve,#stayhomestaysafe
[19] vodourocks,#flattenthecurve
[13] time,complacent
[13] complacent,time
[13] time,responsible
[13] responsible,citizen
[13] citizen,follow
[13] follow,#covid19
[13] #covid19,appropriate

Top Word Pairs in Tweet in G7:
[46] ganz,einig
[46] einig,die
[46] die,vierte
[46] vierte,welle
[46] welle,bereits
[46] bereits,auslaufen
[46] auslaufen,bald
[46] bald,fünften
[46] fünften,welle
[45] lviehler,ganz

Top Word Pairs in Tweet in G8:
[4] dabo_612,wdraktuell
[4] wdraktuell,jensspahn
[4] jensspahn,stets
[4] stets,die
[4] die,kommenden
[4] kommenden,wochen
[4] wochen,die
[4] die,entscheidend
[4] entscheidend,lässt
[4] lässt,beliebig

Top Word Pairs in Tweet in G9:
[25] democratic,governments
[25] governments,mobilize
[25] mobilize,publics
[25] publics,defeat
[25] defeat,#covid19
[25] #covid19,wrote
[25] wrote,article
[25] article,shaped
[25] shaped,danish
[24] m_b_petersen,democratic

Top Word Pairs in Tweet in G10:
[22] march,2020
[22] 2020,#flattenthecurve
[22] #flattenthecurve,accept
[22] accept,eventually
[22] eventually,same
[22] same,number
[22] number,infections
[22] infections,spread
[22] spread,over
[22] over,more

Top Replied-To
Top Replied-To in Entire Graph:
@markpoloncarz
@thorstenpolleit
@gop
@taco_johnston
@kylenabecker
@notalexsheppard
@jl_braden
@jvipondmd
@moriartylab
@hinz_tamara

Top Replied-To in G3:
@denise_dewald

Top Replied-To in G6:
@jl_braden
@hendersonmusic
@businessricardo
@hinz_tamara
@moriartylab
@jvipondmd
@awong37
@vancouversun
@cityadrian
@tarnjitkparmar

Top Replied-To in G7:
@thorstenpolleit
@eddy_bernayz
@holgerhamburgo
@lviehler
@owitzig

Top Replied-To in G8:
@mephistomann
@c_lindner
@dabo_612
@travelflo

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@hardmanpolitics
@mygovnagaland
@traveleve2
@denise_dewald
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@vodourocks

Top Mentioned in G1:
@hardmanpolitics

Top Mentioned in G2:
@egmontinstitute
@midnight8723
@dopauln
@iramey
@vigil_knoll

Top Mentioned in G3:
@denise_dewald
@moiraminceir

Top Mentioned in G4:
@traveleve2

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@statedisaster
@cmonagaland
@pangnyu
@amref_kenya

Top Mentioned in G6:
@vodourocks
@hfwodisha
@gp_commsafety
@saskboy
@dannypage
@mahealthforkids
@ganarlyscott
@patdubois
@optionscaller
@albertagirl46

Top Mentioned in G7:
@lviehler
@lottaviehler
@holgerhamburgo
@jens_140081
@hardmanpolitics
@karl_lauterbach

Top Mentioned in G8:
@jensspahn
@wdraktuell
@botwochen
@dabo_612
@rki_de
@karl_lauterbach
@cdu
@cducsubt
@cdu_thueringen
@cdusachsen

Top Mentioned in G9:
@m_b_petersen

Top Mentioned in G10:
@jusrangers

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@viralvideovlogs
@4tchat
@gracemurphy2
@reuters
@ipythonistabot
@coder_487
@frazzling
@suekhi
@jfsebastian146

Top Tweeters in G1:
@therealjoe_1958
@frisch_fish
@m_aus_s
@connyro_bln
@markrudolph2701
@lauro_doc
@chvoyage
@hamburgerdeern4
@rapic2012
@alterdonauwels

Top Tweeters in G2:
@iramey
@lord_gow
@animalrescueus
@boyackey_badmen
@ellieaskswhy
@tutazca
@mancitymiss
@june1bb
@babyattachmode
@mrbr3c

Top Tweeters in G3:
@suekhi
@kimpy123
@marciabunney
@charlenegapeach
@planetscape
@b52malmet
@chickilopiccolo
@4evrstardancer
@tinu
@kimerlyus

Top Tweeters in G4:
@schoensteiner
@e2dot7182818284
@ma_am_42_21
@rr120_80
@lizzysnewsdude
@june26jasmine
@sevillanadirndl
@backtopaco
@ekliesspies
@katrinhilger

Top Tweeters in G5:
@viralvideovlogs
@airnewsalerts
@pib_india
@enock_kiptanui
@mib_india
@larrykipz
@sgmishra64
@sudarshantheva3
@futuremaha4
@albertoemachado

Top Tweeters in G6:
@frazzling
@notrealdemocrat
@vancouversun
@pmcall
@saskboy
@anneleonardpta
@sbsnews
@sqirlgirly
@cooluser51
@steeletalk

Top Tweeters in G7:
@in_rol_0815
@panpagan
@carolajojo
@11straker
@fraumerkek
@gaytip
@karlerbach
@ukw11
@annettehofmann1
@jens_140081

Top Tweeters in G8:
@wdraktuell
@mephistomann
@spdde
@cducsubt
@cdu
@fdp
@die_gruenen
@c_lindner
@travelflo
@spdberlin

Top Tweeters in G9:
@leel06lee
@197winstonsmith
@leipzigsyd
@markowenmartin
@siddharthgpf
@duanekloepplegk
@chai_cheeni
@covidupdate2020
@linamariarl
@annab69522008

Top Tweeters in G10:
@liberty_addict
@beckydotdata
@ulrikagg
@unheardparent
@milticket310
@mariejuliet392
@briancnewberry
@geoljills
@momloveswine1
@hubbyinsultsme