#FlattenTheCurve, Twitter, 9/25/2021 1:57:16 PM, 262807


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#FlattenTheCurve_2021-09-25_01-30-01.xlsx
#FlattenTheCurve_2021-09-25_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3CKqTPd
@hardmanpolitics
@albertoemachado
@vodourocks
@lviehler
@healthnagaland
@saskboy
@karl_lauterbach
@denise_dewald
@sagan931
@m_ziesmann

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#togetherwecan
#washyourhands

Description:
Description
The graph represents a network of 1,036 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 Saturday, 25 September 2021 at 08:31 UTC.

The requested start date was Saturday, 25 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, 12-hour, 4-minute period from Saturday, 11 September 2021 at 00:05 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 : 1036
Unique Edges : 510
Edges With Duplicates : 3108
Total Edges : 3618
Number of Edge Types : 5
Retweet : 910
MentionsInRetweet : 1046
Mentions : 705
Tweet : 849
Replies to : 108
Self-Loops : 892
Reciprocated Vertex Pair Ratio : 0.015
Reciprocated Edge Ratio : 0.0295566502463054
Connected Components : 227
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 2513
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.696952
Graph Density : 0.000946598772685729
Modularity : 0.287249
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,036 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 Saturday, 25 September 2021 at 08:31 UTC.

The requested start date was Saturday, 25 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, 12-hour, 4-minute period from Saturday, 11 September 2021 at 00:05 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262567
[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.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://www.twitch.tv/nezuryu
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9

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
[2] https://www.egmontinstitute.be/publications/
[2] https://covid.cdc.gov/covid-data-tracker/#trends_dailytrendscases
[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

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
[1] https://twitter.com/WHOAFRO/status/1438067605152190471

Top URLs in Tweet in G9:
[1] https://twitter.com/mr_Smith_Econ/status/1437708908186030084

Top URLs in Tweet in G10:
[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:
[63] twitter.com
[20] youtube.com
[19] coviz.org
[14] swarmapp.com
[8] scitechdaily.com
[7] nodexlgraphgallery.org
[6] whatsapp.com
[6] wordpress.com
[5] mercerbradley.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
[14] swarmapp.com
[8] scitechdaily.com
[6] wordpress.com
[6] whatsapp.com
[2] pscp.tv
[2] egmontinstitute.be
[2] cdc.gov
[2] facebook.com
[2] onlinehomeestimate.com

Top Domains in Tweet in G4:
[7] 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:
[4] twitter.com
[2] arcgis.com
[1] nodexlgraphgallery.org
[1] amref.org

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] au.dk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1517] flattenthecurve
[510] covid19
[392] wearamask
[272] togetherwecan
[218] washyourhands
[154] naledi
[144] nagaland
[134] leralla
[132] nagalandagainstcovid
[132] vereeniging



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

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

Top Hashtags in Tweet in G3:
[171] flattenthecurve
[53] covid19
[24] coronavirus
[15] getvaccinated
[14] wearamask
[14] covid
[13] washyourhands
[13] covid_19
[13] stayathome
[12] socialdistance

Top Hashtags in Tweet in G4:
[157] 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:
[269] covid19
[265] togetherwecan
[249] flattenthecurve
[144] nagaland
[132] nagalandagainstcovid
[64] nagalandagainstcovid19
[3] covid29
[2] protects
[2] saves
[2] largestvacciendrive

Top Hashtags in Tweet in G6:
[28] covid19
[14] flattenthecurve
[10] washyourhands
[7] angamizacorona
[6] handwashing
[6] covid19africa
[4] wearamask
[3] getvaccinated
[3] staysafe
[1] nodexl

Top Hashtags in Tweet in G7:
[26] flattenthecurve

Top Hashtags in Tweet in G8:
[4] 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:
[24] flattenthecurve
[2] lockdown
[2] covidhoax2021
[2] durfteleven
[2] vrijheid
[2] corona
[2] coronapas
[1] rutte
[1] avondklokisvoor2weken

Top Hashtags in Tweet in G10:
[17] covid19
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1517] #flattenthecurve
[919] station
[510] #covid19
[483] train
[429] next
[426] stopping
[392] #wearamask
[368] 2021
[336] september
[325] departed

Top Words in Tweet in G1:
[137] die
[115] #flattenthecurve
[100] welle
[85] hardmanpolitics
[82] wochen
[81] kurve
[81] abzuflachen
[81] impfungen
[81] seine
[81] familie

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:
[171] #flattenthecurve
[53] #covid19
[24] #coronavirus
[20] 19
[20] bad
[18] cases
[17] nauheim
[16] days
[16] covid
[16] stay

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

Top Words in Tweet in G5:
[356] 2021
[328] september
[269] #covid19
[265] #togetherwecan
[249] #flattenthecurve
[231] healthnagaland
[207] status
[146] recoveries
[144] bulletin
[144] #nagaland

Top Words in Tweet in G6:
[28] #covid19
[22] amref_kenya
[19] moh_kenya
[18] vaccinated
[14] #flattenthecurve
[14] safe
[12] amref_worldwide
[12] million
[10] check
[10] #washyourhands

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:
[8] die
[5] jensspahn
[4] #flattenthecurve
[4] wochen
[3] dabo_612
[3] wdraktuell
[3] stets
[3] kommenden
[3] entscheidend
[3] lässt

Top Words in Tweet in G9:
[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 G10:
[17] democratic
[17] governments
[17] mobilize
[17] publics
[17] defeat
[17] #covid19
[17] wrote
[17] article
[17] shaped
[17] danish

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[425] next,stopping
[425] stopping,station
[423] station,next
[332] september,2021
[250] #wearamask,#flattenthecurve
[204] healthnagaland,#covid19
[172] #flattenthecurve,#washyourhands
[154] #naledi,train
[144] bulletin,#nagaland
[142] fresh,positive

Top Word Pairs in Tweet in G1:
[81] wochen,die
[81] die,kurve
[81] kurve,abzuflachen
[81] abzuflachen,impfungen
[81] impfungen,seine
[81] seine,familie
[81] familie,ernähren
[81] ernähren,#flattenthecurve
[80] hardmanpolitics,wochen
[80] #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:
[19] #covid19,#flattenthecurve
[17] bad,nauheim
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[12] #flattenthecurve,#wearamask

Top Word Pairs in Tweet in G4:
[50] #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:
[328] september,2021
[204] healthnagaland,#covid19
[144] bulletin,#nagaland
[142] fresh,positive
[136] 2021,dimapur
[131] #nagaland,status
[119] #flattenthecurve,#togetherwecan
[99] covid,19
[79] #togetherwecan,#flattenthecurve
[76] #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:
[3] dabo_612,wdraktuell
[3] wdraktuell,jensspahn
[3] jensspahn,stets
[3] stets,die
[3] die,kommenden
[3] kommenden,wochen
[3] wochen,die
[3] die,entscheidend
[3] entscheidend,lässt
[3] lässt,beliebig

Top Word Pairs in Tweet in G9:
[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 G10:
[17] democratic,governments
[17] governments,mobilize
[17] mobilize,publics
[17] publics,defeat
[17] defeat,#covid19
[17] #covid19,wrote
[17] wrote,article
[17] article,shaped
[17] shaped,danish
[16] m_b_petersen,democratic

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
@drumheadberlin
@keeling_curve

Top Replied-To in G2:
@denise_dewald

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

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

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

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

Top Mentioned in G2:
@denise_dewald
@moiraminceir

Top Mentioned in G3:
@egmontinstitute
@midnight8723
@dopauln
@iramey
@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
@statedisaster
@cmonagaland
@pangnyu
@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:
@jensspahn
@wdraktuell
@rki_de
@karl_lauterbach
@cdu
@cducsubt
@cdu_thueringen
@cdusachsen
@spdberlin
@spdde

Top Mentioned in G9:
@ramesh13145522
@minpres
@itisme_patty

Top Mentioned in G10:
@m_b_petersen

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
@bild
@m_aus_s
@in_rol_0815
@panpagan
@lauro_doc
@stoergroessem
@chvoyage
@carolajojo

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:
@wdraktuell
@mephistomann
@spdde
@bauer_bernd59
@cducsubt
@cdu
@fdp
@die_gruenen
@c_lindner
@spdberlin

Top Tweeters in G9:
@nelliejs501
@huigen2
@ron_zcnh
@advokaatr
@ramesh13145522
@finding_isobel
@thea_scholte
@itisme_patty
@fukkieslim
@messentracker

Top Tweeters in G10:
@leel06lee
@igolmar
@leipzigsyd
@siddharthgpf
@sharonmcauley7
@chai_cheeni
@covidupdate2020
@linamariarl
@thanas_goga
@m_b_petersen