#FlattenTheCurve, Twitter, 9/26/2021 9:23:00 AM, 262882


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#FlattenTheCurve_2021-09-26_01-28-33.xlsx
#FlattenTheCurve_2021-09-26_01-28-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3CHvIsy
@albertoemachado
@hardmanpolitics
@vodourocks
@lviehler
@healthnagaland
@denise_dewald
@saskboy
@karl_lauterbach
@sagan931
@gp_commsafety

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#togetherwecan

Description:
Description
The graph represents a network of 931 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, 26 September 2021 at 08:29 UTC.

The requested start date was Sunday, 26 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 12-day, 11-hour, 46-minute period from Sunday, 12 September 2021 at 00:23 UTC to Friday, 24 September 2021 at 12:10 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 : 931
Unique Edges : 481
Edges With Duplicates : 2830
Total Edges : 3311
Number of Edge Types : 5
Retweet : 806
MentionsInRetweet : 935
Mentions : 648
Tweet : 824
Replies to : 98
Self-Loops : 866
Reciprocated Vertex Pair Ratio : 0.0156075808249721
Reciprocated Edge Ratio : 0.0307354555433589
Connected Components : 217
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 2273
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.635653
Graph Density : 0.00105216959449315
Modularity : 0.282593
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 931 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, 26 September 2021 at 08:29 UTC.

The requested start date was Sunday, 26 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 12-day, 11-hour, 46-minute period from Sunday, 12 September 2021 at 00:23 UTC to Friday, 24 September 2021 at 12:10 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://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
[5] https://www.mercerbradley.com/testimonials/
[4] https://scx2.b-cdn.net/gfx/news/2021/flattening-the-covid-c.jpg
[3] https://www.independent.co.uk/news/world/americas/covid-variant-japan-kentucky-b1924719.html
[3] https://www.google.com/url?q=https://www.bbc.com/news/health-58565061
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262567
[3] https://www.youtube.com/watch?v=xWq6lSBaPZ8&feature=youtu.be

[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259872
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262567
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[2] https://www.destatis.de/DE/Presse/Pressemitteilungen/2021/05/PD21_N036_23.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259872
[1] https://twitter.com/CelticNotorious/status/1435346113259876358
[1] https://twitter.com/DerInformant_/status/1439092176470827010

Top URLs in Tweet in G3:
[6] 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
[1] https://www.nytimes.com/2021/09/09/business/osha-vaccine-biden-mandate.html
[1] https://twitter.com/CNN/status/1435082666756476931
[1] https://twitter.com/StephenKing/status/1436285640073695284
[1] https://www.theguardian.com/weather/2021/sep/10/denmark-lifts-all-covid-restrictions-as-vaccinations-top-80-per-cent
[1] https://modere.com/
[1] https://twitter.com/qandrew/status/1437369174766993411
[1] https://www.peter-writeforme.com/
[1] https://twitter.com/tuw_media/status/1437443709981839362

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
[3] https://www.independent.co.uk/news/world/americas/covid-variant-japan-kentucky-b1924719.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://www.newsweek.com/dangerously-mutated-covid-r1-variant-detected-47-us-states-1631614
[1] https://www.deseret.com/coronavirus/2021/9/21/22685919/covid-19-variants-more-airborne
[1] https://www.rollcall.com/2021/09/22/breakthrough-covid-19-cases-expected-to-become-more-common-in-coming-months/
[1] https://twitter.com/cnn/status/1437712502167674881
[1] https://twitter.com/anthonycwalker/status/1437912603863535622

Top URLs in Tweet in G5:
[1] https://twitter.com/NagalandNhm/status/1437958314143272960
[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 G6:
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259872
[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/
[1] https://twitter.com/YEDNetworkKe/status/1438718571400605696

Top URLs in Tweet in G8:
[1] https://twitter.com/mr_Smith_Econ/status/1437708908186030084

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[17] coviz.org
[16] youtube.com
[11] swarmapp.com
[8] scitechdaily.com
[7] nodexlgraphgallery.org
[6] whatsapp.com
[5] mercerbradley.com
[5] wordpress.com
[4] b-cdn.net

Top Domains in Tweet in G1:
[6] nodexlgraphgallery.org
[2] twitter.com
[2] destatis.de

Top Domains in Tweet in G3:
[19] twitter.com
[11] swarmapp.com
[8] scitechdaily.com
[6] whatsapp.com
[5] wordpress.com
[2] pscp.tv
[2] onlinehomeestimate.com
[2] youtube.com
[1] nytimes.com
[1] theguardian.com

Top Domains in Tweet in G4:
[8] twitter.com
[3] google.com
[3] b-cdn.net
[3] co.uk
[2] net.au
[2] infectioncontroltoday.com
[1] newsweek.com
[1] deseret.com
[1] rollcall.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] b-cdn.net
[1] eyeque.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] arcgis.com
[1] nodexlgraphgallery.org
[1] amref.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1412] flattenthecurve
[464] covid19
[391] wearamask
[249] togetherwecan
[217] washyourhands
[154] naledi
[134] leralla
[132] nagaland
[132] vereeniging
[122] nagalandagainstcovid



Top Hashtags in Tweet in G1:
[70] flattenthecurve
[7] coronavirus
[5] covid19
[5] nocovid
[5] nosmoking
[4] impfstoff
[3] wearamask
[3] togetherwecan
[2] odishacares
[2] climatestrikeonline

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

Top Hashtags in Tweet in G3:
[160] flattenthecurve
[50] covid19
[23] coronavirus
[14] getvaccinated
[14] covid
[13] wearamask
[12] washyourhands
[12] covid_19
[12] stayathome
[12] physicaldistancing

Top Hashtags in Tweet in G4:
[153] flattenthecurve
[84] covid19
[40] stayhomestaysafe
[14] wearamask
[9] lockdown
[8] nursetwitter
[6] maskup
[6] vaccinemandate
[6] jobsearch
[6] muvariant

Top Hashtags in Tweet in G5:
[244] covid19
[242] togetherwecan
[230] flattenthecurve
[132] nagaland
[122] nagalandagainstcovid
[57] nagalandagainstcovid19
[3] covid29
[2] protects
[2] saves
[2] largestvacciendrive

Top Hashtags in Tweet in G6:
[25] covid19
[11] flattenthecurve
[8] washyourhands
[5] handwashing
[5] angamizacorona
[4] wearamask
[4] covid19africa
[3] getvaccinated
[2] staysafe
[1] nodexl

Top Hashtags in Tweet in G7:
[26] flattenthecurve

Top Hashtags in Tweet in G8:
[24] flattenthecurve
[2] lockdown
[2] covidhoax2021
[2] durfteleven
[2] vrijheid
[2] corona
[2] coronapas
[1] rutte
[1] avondklokisvoor2weken

Top Hashtags in Tweet in G9:
[3] flattenthecurve
[2] wirtschaftskriminaliaet
[2] korruption
[2] bigpharma
[2] politik
[2] narrativ
[2] lockdown
[2] denhaag

Top Hashtags in Tweet in G10:
[9] covid_19
[9] flattenthecurve
[9] vaccinemandates

Top Words
Top Words in Tweet in Entire Graph:
[1412] #flattenthecurve
[919] station
[483] train
[464] #covid19
[429] next
[426] stopping
[391] #wearamask
[332] 2021
[325] departed
[300] september

Top Words in Tweet in G1:
[100] welle
[95] die
[70] #flattenthecurve
[54] lviehler
[50] ganz
[50] einig
[50] vierte
[50] bereits
[50] auslaufen
[50] bald

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:
[160] #flattenthecurve
[50] #covid19
[23] #coronavirus
[20] 19
[20] bad
[17] nauheim
[16] covid
[15] days
[15] cases
[15] stay

Top Words in Tweet in G4:
[153] #flattenthecurve
[84] #covid19
[58] vodourocks
[40] #stayhomestaysafe
[21] spread
[20] people
[18] home
[17] time
[16] stop
[14] #wearamask

Top Words in Tweet in G5:
[321] 2021
[293] september
[244] #covid19
[242] #togetherwecan
[230] #flattenthecurve
[210] healthnagaland
[191] status
[132] bulletin
[132] #nagaland
[131] recoveries

Top Words in Tweet in G6:
[25] #covid19
[21] amref_kenya
[18] vaccinated
[18] moh_kenya
[14] safe
[11] #flattenthecurve
[10] continue
[10] staying
[10] whether
[10] ensure

Top Words in Tweet in G7:
[26] march
[26] 2020
[26] #flattenthecurve
[26] accept
[26] eventually
[26] same
[26] number
[26] infections
[26] spread
[26] over

Top Words in Tweet in G8:
[46] dagen
[25] niet
[25] zijn
[24] #flattenthecurve
[23] vind
[23] jij
[23] ook
[23] dat
[23] durende
[23] eerste

Top Words in Tweet in G9:
[3] #flattenthecurve
[2] raum
[2] medialen
[2] fokus
[2] steht
[2] die
[2] klassische
[2] #wirtschaftskriminaliaet
[2] mittels
[2] #korruption

Top Words in Tweet in G10:
[15] breaking
[15] fauci
[15] recommending
[15] rectal
[15] respiration
[15] breathing
[15] anus
[15] slow
[15] spread
[15] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[425] next,stopping
[425] stopping,station
[423] station,next
[296] september,2021
[250] #wearamask,#flattenthecurve
[185] healthnagaland,#covid19
[172] #flattenthecurve,#washyourhands
[154] #naledi,train
[132] bulletin,#nagaland
[132] #vereeniging,train

Top Word Pairs in Tweet in G1:
[50] ganz,einig
[50] einig,die
[50] die,vierte
[50] vierte,welle
[50] welle,bereits
[50] bereits,auslaufen
[50] auslaufen,bald
[50] bald,fünften
[50] fünften,welle
[49] lviehler,ganz

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
[17] bad,nauheim
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[11] #flattenthecurve,#wearamask

Top Word Pairs in Tweet in G4:
[48] #covid19,#flattenthecurve
[22] #flattenthecurve,#stayhomestaysafe
[21] vodourocks,#flattenthecurve
[13] stop,spread
[12] vodourocks,#covid19
[10] staying,home
[10] #stayhomestaysafe,#covid19
[10] home,stop
[10] march,2020
[9] #flattenthecurve,#covid19

Top Word Pairs in Tweet in G5:
[293] september,2021
[185] healthnagaland,#covid19
[132] bulletin,#nagaland
[127] fresh,positive
[122] #nagaland,status
[120] 2021,dimapur
[108] #flattenthecurve,#togetherwecan
[87] covid,19
[75] #togetherwecan,#flattenthecurve
[69] #covid19,status

Top Word Pairs in Tweet in G6:
[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 G7:
[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 Word Pairs in Tweet in G8:
[23] vind,jij
[23] jij,ook
[23] ook,niet
[23] niet,dat
[23] dat,dagen
[23] dagen,durende
[23] durende,#flattenthecurve
[23] #flattenthecurve,eerste
[23] eerste,dagen
[23] dagen,zwaarst

Top Word Pairs in Tweet in G9:
[2] raum,medialen
[2] medialen,fokus
[2] fokus,steht
[2] steht,die
[2] die,klassische
[2] klassische,#wirtschaftskriminaliaet
[2] #wirtschaftskriminaliaet,mittels
[2] mittels,#korruption
[2] #korruption,#bigpharma
[2] #bigpharma,#politik

Top Word Pairs in Tweet in G10:
[15] breaking,fauci
[15] fauci,recommending
[15] recommending,rectal
[15] rectal,respiration
[15] respiration,breathing
[15] breathing,anus
[15] anus,slow
[15] slow,spread
[15] spread,covid
[9] covid,don

Top Replied-To
Top Replied-To in Entire Graph:
@mycroft13398738
@markpoloncarz
@thorstenpolleit
@anselmschultes
@pillenwichtel
@evanblake17
@tarnjitkparmar
@hendersonmusic
@enzersberger
@do26298088

Top Replied-To in G1:
@thorstenpolleit
@albertoemachado
@eddy_bernayz
@holgerhamburgo
@lviehler
@keeling_curve

Top Replied-To in G2:
@denise_dewald

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

Top Replied-To in G9:
@bauer_bernd59
@mephistomann
@c_lindner

Top Replied-To in G10:
@kirstiealley
@catturd2
@trumpjew2
@notalexsheppard
@kylenabecker
@taco_johnston
@thebabylonbee
@actforamerica

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

Top Mentioned in G1:
@lviehler
@hardmanpolitics
@hfwodisha
@albertoemachado
@lottaviehler
@traveleve2
@gretathunberg
@healthnagaland
@karl_lauterbach
@holgerhamburgo

Top Mentioned in G2:
@denise_dewald
@moiraminceir

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

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

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

Top Mentioned in G6:
@amref_kenya
@moh_kenya
@amref_worldwide
@who
@amrefssudan
@amrefmedical
@albertoemachado
@holgerkopp
@patric
@mohsouthsudan

Top Mentioned in G7:
@jusrangers

Top Mentioned in G8:
@ramesh13145522
@minpres
@itisme_patty

Top Mentioned in G9:
@jensspahn
@rki_de
@karl_lauterbach
@cdu
@cducsubt
@cdu_thueringen
@cdusachsen
@spdberlin
@spdde
@die_gruenen

Top Mentioned in G10:
@catturd2
@funzizlo
@ohhelln14332498
@tifanyrobb10
@trumpjew2

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

Top Tweeters in G1:
@pparzival
@therealjoe_1958
@in_rol_0815
@panpagan
@lauro_doc
@chvoyage
@carolajojo
@11straker
@greenfirehvac
@rapic2012

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

Top Tweeters in G3:
@iramey
@carol_hulme
@lord_gow
@thegreatcell
@fabcojim
@_jo_di
@ellieaskswhy
@maslowsneeds
@tweetingnn
@june1bb

Top Tweeters in G4:
@frazzling
@mimitexasangel
@notrealdemocrat
@vancouversun
@smallypaula
@pmcall
@saskboy
@sqirlgirly
@cooluser51
@moriartylab

Top Tweeters in G5:
@viralvideovlogs
@sgmishra64
@sudarshantheva3
@futuremaha4
@who
@swuro_29
@nagalandbot
@temsutulaimsong
@airnews_kohima
@pibkohima

Top Tweeters in G6:
@enock_kiptanui
@larrykipz
@alex_omari1
@junubiin
@amref_worldwide
@moha_made_
@moh_kenya
@ifpma
@whoafro
@amref_kenya

Top Tweeters in G7:
@jwilcox79
@liberty_addict
@beckydotdata
@ulrikagg
@unheardparent
@milticket310
@mariejuliet392
@briancnewberry
@geoljills
@momloveswine1

Top Tweeters in G8:
@nelliejs501
@huigen2
@ron_zcnh
@advokaatr
@ramesh13145522
@finding_isobel
@thea_scholte
@itisme_patty
@fukkieslim
@messentracker

Top Tweeters in G9:
@mephistomann
@spdde
@bauer_bernd59
@cducsubt
@cdu
@fdp
@die_gruenen
@c_lindner
@spdberlin
@jensspahn

Top Tweeters in G10:
@ohhelln14332498
@kirstiealley
@catturd2
@kylenabecker
@tifanyrobb10
@alwayztrumper
@notalexsheppard
@taco_johnston
@thebabylonbee
@actforamerica


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