#FlattenTheCurve, Twitter, 9/22/2021 12:59:52 PM, 262601


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#FlattenTheCurve_2021-09-22_01-04-01.xlsx
#FlattenTheCurve_2021-09-22_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2W2nStT
@hardmanpolitics
@albertoemachado
@lviehler
@hfwodisha
@vodourocks
@healthnagaland
@lottaviehler
@pparzival
@govirtuallegba
@karl_lauterbach

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#togetherwecan

Description:
Description
The graph represents a network of 1,206 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 Wednesday, 22 September 2021 at 08:05 UTC.

The requested start date was Wednesday, 22 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, 43-minute period from Wednesday, 08 September 2021 at 00:16 UTC to Tuesday, 21 September 2021 at 12:00 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 : 1206
Unique Edges : 561
Edges With Duplicates : 3186
Total Edges : 3747
Number of Edge Types : 5
Mentions : 674
Tweet : 813
Replies to : 124
MentionsInRetweet : 1135
Retweet : 1001
Self-Loops : 852
Reciprocated Vertex Pair Ratio : 0.0105448154657293
Reciprocated Edge Ratio : 0.0208695652173913
Connected Components : 247
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 455
Maximum Edges in a Connected Component : 2548
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.732618
Graph Density : 0.000791340668717271
Modularity : 0.317596
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,206 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 Wednesday, 22 September 2021 at 08:05 UTC.

The requested start date was Wednesday, 22 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, 43-minute period from Wednesday, 08 September 2021 at 00:16 UTC to Tuesday, 21 September 2021 at 12:00 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:
[6] https://www.mercerbradley.com/testimonials/
[4] https://scx2.b-cdn.net/gfx/news/2021/flattening-the-covid-c.jpg
[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.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://twitter.com/jasonvanschoor/status/1237144089855963136
[2] https://www.coviz.org/e2b/2021-09-20/
[2] https://www.coviz.org/e2b/2021-09-18/

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

Top URLs in Tweet in G3:
[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://puretouchcleaningservices.com/blog/f/is-your-home-safe-during-covid-19
[1] https://duramask.co/
[1] https://twitter.com/tomdabassman/status/1435679518925144073
[1] https://twitter.com/DanaGoldstein/status/1435750636126154752
[1] https://twitter.com/cspotweet/status/1436019313249427489
[1] https://twitter.com/forpetersake/status/1436053811316023298
[1] https://twitter.com/JuliaHB1/status/1436290007472427018

Top URLs in Tweet in G4:
[3] https://www.google.com/url?q=https://www.bbc.com/news/health-58565061
[3] https://scx2.b-cdn.net/gfx/news/2021/flattening-the-covid-c.jpg
[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 G5:
[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 G6:
[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://scx2.b-cdn.net/gfx/news/2021/flattening-the-covid-c.jpg
[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=

Top URLs in Tweet in G7:
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://twitter.com/WHOAFRO/status/1439635852733427717
[1] https://twitter.com/WHOAFRO/status/1438478290990342150
[1] https://twitter.com/WHOAFRO/status/1438067605152190471
[1] https://newsroom.amref.org/news/2021/09/where-to-get-covid-19-vaccine-in-kenya/
[1] https://twitter.com/YEDNetworkKe/status/1438718571400605696

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:
[67] twitter.com
[23] youtube.com
[20] coviz.org
[15] swarmapp.com
[9] scitechdaily.com
[7] wordpress.com
[6] mercerbradley.com
[4] b-cdn.net
[4] whatsapp.com
[4] google.com

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

Top Domains in Tweet in G3:
[23] twitter.com
[15] swarmapp.com
[9] scitechdaily.com
[7] wordpress.com
[4] whatsapp.com
[2] pscp.tv
[2] egmontinstitute.be
[2] onlinehomeestimate.com
[2] facebook.com
[1] puretouchcleaningservices.com

Top Domains in Tweet in G4:
[8] twitter.com
[3] google.com
[3] b-cdn.net
[2] net.au
[2] infectioncontroltoday.com

Top Domains in Tweet in G5:
[2] destatis.de
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] nodexlgraphgallery.org
[1] b-cdn.net
[1] eyeque.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] arcgis.com
[1] amref.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1544] flattenthecurve
[521] covid19
[344] wearamask
[265] togetherwecan
[202] washyourhands
[143] nagaland
[140] naledi
[132] vereeniging
[128] nagalandagainstcovid
[117] leralla



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

Top Hashtags in Tweet in G2:
[3] flattenthecurve
[1] protectourchildren
[1] pediatrichospitals
[1] itdidnthavetobethisway

Top Hashtags in Tweet in G3:
[163] flattenthecurve
[48] covid19
[22] coronavirus
[15] covid_19
[14] covid
[13] stayathome
[12] physicaldistancing
[11] staynotathome
[11] wirbleibennichtmehrzuhause
[10] sarscov2

Top Hashtags in Tweet in G4:
[147] flattenthecurve
[82] covid19
[39] stayhomestaysafe
[8] lockdown
[7] maskup
[7] coronavirus
[6] vaccinemandate
[6] jobsearch
[5] closetheschools
[5] muvariant

Top Hashtags in Tweet in G5:
[13] flattenthecurve
[5] nocovid
[5] nosmoking
[1] inflation

Top Hashtags in Tweet in G6:
[265] togetherwecan
[263] covid19
[237] flattenthecurve
[143] nagaland
[128] nagalandagainstcovid
[67] nagalandagainstcovid19
[2] protects
[2] saves
[2] largestvacciendrive
[1] stayhomestaysafe

Top Hashtags in Tweet in G7:
[28] covid19
[10] flattenthecurve
[10] washyourhands
[7] angamizacorona
[6] covid19africa
[6] handwashing
[3] staysafe
[2] getvaccinated
[1] teamvaccines
[1] 19thingstoknow

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

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

Top Hashtags in Tweet in G10:
[26] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1547] #flattenthecurve
[839] station
[521] #covid19
[443] train
[392] next
[390] stopping
[365] 2021
[344] #wearamask
[338] september
[292] departed

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

Top Words in Tweet in G2:
[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 G3:
[163] #flattenthecurve
[48] #covid19
[22] #coronavirus
[19] die
[16] stay
[16] 19
[16] cases
[15] #covid_19
[15] covid
[14] #covid

Top Words in Tweet in G4:
[147] #flattenthecurve
[82] #covid19
[46] vodourocks
[39] #stayhomestaysafe
[31] time
[19] people
[16] hfwodisha
[15] go
[13] complacent
[13] responsible

Top Words in Tweet in G5:
[96] welle
[57] die
[48] lviehler
[48] ganz
[48] einig
[48] vierte
[48] bereits
[48] auslaufen
[48] bald
[48] fünften

Top Words in Tweet in G6:
[349] 2021
[330] september
[265] #togetherwecan
[263] #covid19
[237] #flattenthecurve
[230] healthnagaland
[206] status
[145] bulletin
[143] #nagaland
[139] fresh

Top Words in Tweet in G7:
[28] #covid19
[21] amref_kenya
[19] moh_kenya
[18] vaccinated
[14] safe
[12] amref_worldwide
[12] million
[10] #flattenthecurve
[10] check
[10] #washyourhands

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

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

Top Words in Tweet in G10:
[26] march
[26] 2020
[26] #flattenthecurve
[26] accept
[26] eventually
[26] same
[26] number
[26] infections
[26] spread
[26] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[389] next,stopping
[389] stopping,station
[385] station,next
[334] september,2021
[228] #wearamask,#flattenthecurve
[203] healthnagaland,#covid19
[166] #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:
[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 G3:
[18] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[11] #flattenthecurve,#staynotathome
[11] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G4:
[41] #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 G5:
[48] ganz,einig
[48] einig,die
[48] die,vierte
[48] vierte,welle
[48] welle,bereits
[48] bereits,auslaufen
[48] auslaufen,bald
[48] bald,fünften
[48] fünften,welle
[47] lviehler,ganz

Top Word Pairs in Tweet in G6:
[330] september,2021
[203] healthnagaland,#covid19
[143] bulletin,#nagaland
[139] fresh,positive
[130] #nagaland,status
[130] 2021,dimapur
[117] #flattenthecurve,#togetherwecan
[101] covid,19
[77] 19,bulletin
[77] #togetherwecan,#flattenthecurve

Top Word Pairs in Tweet in G7:
[10] continue,staying
[10] staying,safe
[10] safe,whether
[10] whether,vaccinated
[10] vaccinated,ensure
[10] ensure,strictly
[10] strictly,adhere
[10] adhere,moh_kenya
[10] moh_kenya,#covid19
[10] #covid19,preventive

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:
[27] democratic,governments
[27] governments,mobilize
[27] mobilize,publics
[27] publics,defeat
[27] defeat,#covid19
[27] #covid19,wrote
[27] wrote,article
[27] article,shaped
[27] shaped,danish
[26] m_b_petersen,democratic

Top Word Pairs in Tweet in G10:
[26] march,2020
[26] 2020,#flattenthecurve
[26] #flattenthecurve,accept
[26] accept,eventually
[26] eventually,same
[26] same,number
[26] number,infections
[26] infections,spread
[26] spread,over
[26] over,more

Top Replied-To
Top Replied-To in Entire Graph:
@mycroft13398738
@markpoloncarz
@thorstenpolleit
@gop
@bauer_bernd59
@mephistomann
@maxmordhorst
@n0rm
@fpiatov
@jonahdispatch

Top Replied-To in G1:
@maxmordhorst

Top Replied-To in G2:
@denise_dewald

Top Replied-To in G4:
@jl_braden
@hendersonmusic
@businessricardo
@hinz_tamara
@moriartylab
@jvipondmd
@awong37
@vancouversun
@cityadrian
@tarnjitkparmar

Top Replied-To in G5:
@thorstenpolleit
@eddy_bernayz
@holgerhamburgo
@lviehler
@owitzig

Top Replied-To in G8:
@bauer_bernd59
@mephistomann
@c_lindner
@dabo_612
@travelflo

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

Top Mentioned in G1:
@hardmanpolitics

Top Mentioned in G2:
@denise_dewald
@moiraminceir

Top Mentioned in G3:
@egmontinstitute
@midnight8723
@dopauln
@iramey
@vigil_knoll

Top Mentioned in G4:
@vodourocks
@hfwodisha
@saskboy
@dannypage
@awong37
@ganarlyscott
@patdubois
@albertagirl46
@mahealthforkids
@optionscaller

Top Mentioned in G5:
@lviehler
@lottaviehler
@holgerhamburgo
@jens_140081
@hardmanpolitics
@karl_lauterbach

Top Mentioned in G6:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@statedisaster
@cmonagaland
@pangnyu
@mygovn

Top Mentioned in G7:
@amref_kenya
@moh_kenya
@amref_worldwide
@who
@amrefmedical
@whoafro
@africacdc
@ifpma
@whokenya
@unicefkenya

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
@gracemurphy2
@reuters
@ipythonistabot
@coder_487
@frazzling
@suekhi
@jfsebastian146
@huffpost

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

Top Tweeters in G2:
@suekhi
@kimpy123
@marciabunney
@charlenegapeach
@planetscape
@b52malmet
@chickilopiccolo
@4evrstardancer
@tinu
@kimerlyus

Top Tweeters in G3:
@iramey
@lord_gow
@animalrescueus
@boyackey_badmen
@ellieaskswhy
@tutazca
@mancitymiss
@june1bb
@mrbr3c
@bar_barrack

Top Tweeters in G4:
@frazzling
@notrealdemocrat
@vancouversun
@pmcall
@saskboy
@sbsnews
@sqirlgirly
@cooluser51
@steeletalk
@moriartylab

Top Tweeters in G5:
@in_rol_0815
@panpagan
@carolajojo
@11straker
@fraumerkek
@gaytip
@karlerbach
@ukw11
@annettehofmann1
@jens_140081

Top Tweeters in G6:
@viralvideovlogs
@airnewsalerts
@pib_india
@mib_india
@sgmishra64
@sudarshantheva3
@futuremaha4
@albertoemachado
@who
@mohfw_india

Top Tweeters in G7:
@enock_kiptanui
@larrykipz
@alex_omari1
@junubiin
@amref_worldwide
@moha_made_
@moh_kenya
@ifpma
@whoafro
@amref_kenya

Top Tweeters in G8:
@wdraktuell
@mephistomann
@spdde
@bauer_bernd59
@cducsubt
@cdu
@fdp
@die_gruenen
@c_lindner
@travelflo

Top Tweeters in G9:
@leel06lee
@197winstonsmith
@leipzigsyd
@markowenmartin
@siddharthgpf
@sharonmcauley7
@duanekloepplegk
@chai_cheeni
@covidupdate2020
@linamariarl

Top Tweeters in G10:
@jwilcox79
@liberty_addict
@beckydotdata
@ulrikagg
@unheardparent
@milticket310
@mariejuliet392
@briancnewberry
@geoljills
@momloveswine1


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