#FlattenTheCurve, Twitter, 9/15/2021 3:31:32 PM, 262104


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#FlattenTheCurve_2021-09-15_01-04-01.xlsx
#FlattenTheCurve_2021-09-15_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3tJHaRg
@albertoemachado
@hardmanpolitics
@traveleve2
@yednetworkke
@healthnagaland
@hfwodisha
@armato1
@amref_kenya
@lugverbotszone
@who

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

Description:
Description
The graph represents a network of 1,232 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, 15 September 2021 at 08:05 UTC.

The requested start date was Wednesday, 15 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, 11-minute period from Wednesday, 01 September 2021 at 00:03 UTC to Tuesday, 14 September 2021 at 12:14 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 : 1232
Unique Edges : 554
Edges With Duplicates : 2867
Total Edges : 3421
Number of Edge Types : 5
Tweet : 797
Mentions : 562
Retweet : 913
MentionsInRetweet : 1027
Replies to : 122
Self-Loops : 821
Reciprocated Vertex Pair Ratio : 0.0172884440400364
Reciprocated Edge Ratio : 0.0339892665474061
Connected Components : 279
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 552
Maximum Edges in a Connected Component : 1972
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.878386
Graph Density : 0.000737179149039425
Modularity : 0.340552
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,232 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, 15 September 2021 at 08:05 UTC.

The requested start date was Wednesday, 15 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, 11-minute period from Wednesday, 01 September 2021 at 00:03 UTC to Tuesday, 14 September 2021 at 12:14 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:
[23] https://chng.it/QsjpZfWG8z
[6] https://www.twitch.tv/nezuryu
[4] https://www.mercerbradley.com/testimonials/
[3] https://www.youtube.com/watch?v=2afFwotZv0Y&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[2] https://www.hucu.ai/security-strategies-for-protecting-patient-data/
[2] https://www.peter-writeforme.com/
[2] https://www.jhsph.edu/practice/covid-19-resources/
[2] https://www.coviz.org/e2b/2021-09-11/
[2] https://www.egmontinstitute.be/publications/

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

Top URLs in Tweet in G2:
[2] https://www.egmontinstitute.be/publications/
[2] https://www.peter-writeforme.com/
[1] https://twitter.com/vaxhunterscan/status/1432835928297517057
[1] https://twitter.com/aussieval10/status/1432974551839694849
[1] https://twitter.com/kristyshl/status/1433098429232599043
[1] https://odishabytes.com/odisha-cares-shares-money-heist-inspired-message-on-importance-of-wearing-double-masks/
[1] https://twitter.com/dannycantalk/status/1433371684854067203
[1] https://twitter.com/rnz_news/status/1433596434511589390
[1] https://twitter.com/thomaslewmd/status/1433456427700416515
[1] https://twitter.com/VicGovDH/status/1433919198841896964

Top URLs in Tweet in G3:
[1] https://twitter.com/YEDNetworkKe/status/1432915281677008896
[1] https://twitter.com/Amref_Kenya/status/1433669413056786432

Top URLs in Tweet in G5:
[2] https://covid.cdc.gov/covid-data-tracker/#trends_dailytrendscases
[1] https://twitter.com/HealthNagaland/status/1435482601444110340
[1] https://www.newsweek.com/mu-covid-variant-vaccine-resistant-most-prevelant-us-states-alaska-1626322

Top URLs in Tweet in G6:
[1] https://twitter.com/HFWOdisha/status/1433355975386304514

Top URLs in Tweet in G7:
[23] https://chng.it/QsjpZfWG8z
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261270

Top URLs in Tweet in G8:
[1] https://pure.au.dk/portal/files/181464339/The_unpleasant_truth_is_the_best_protection_against_coronavirus_Michael_Bang_Petersen.pdf

Top URLs in Tweet in G9:
[1] https://twitter.com/VicGovDH/status/1433919198841896964
[1] https://twitter.com/vicgovdh/status/1434286614633582598
[1] https://twitter.com/vicgovdh/status/1436468026627354627

Top URLs in Tweet in G10:
[2] https://twitter.com/Thomas_Wilckens/status/1434806402049007620

Top Domains
Top Domains in Tweet in Entire Graph:
[78] twitter.com
[24] coviz.org
[23] chng.it
[20] youtube.com
[19] swarmapp.com
[9] scitechdaily.com
[6] twitch.tv
[5] wordpress.com
[4] mercerbradley.com
[3] nodexlgraphgallery.org

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

Top Domains in Tweet in G2:
[41] twitter.com
[19] swarmapp.com
[12] youtube.com
[9] scitechdaily.com
[5] wordpress.com
[2] egmontinstitute.be
[2] facebook.com
[2] peter-writeforme.com
[1] odishabytes.com
[1] hon.org

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G5:
[2] cdc.gov
[1] twitter.com
[1] newsweek.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[23] chng.it
[3] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[1] au.dk

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1573] flattenthecurve
[407] covid19
[346] wearamask
[218] togetherwecan
[202] washyourhands
[191] leralla
[120] nagaland
[111] nagalandagainstcovid
[97] naledi
[97] gehtimpfenaberdalli



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

Top Hashtags in Tweet in G2:
[202] flattenthecurve
[56] covid19
[27] covid_19
[17] coronavirus
[17] staynotathome
[17] wirbleibennichtmehrzuhause
[14] covid
[13] stayathome
[12] jazzforcovid
[12] jazz

Top Hashtags in Tweet in G3:
[89] flattenthecurve
[10] covid19
[9] getvaccinated
[4] angamizacorona
[2] covid19vaccination
[1] wearamask
[1] washyourhands

Top Hashtags in Tweet in G4:
[106] flattenthecurve
[96] gehtimpfenaberdalli

Top Hashtags in Tweet in G5:
[235] flattenthecurve
[217] togetherwecan
[200] covid19
[120] nagaland
[111] nagalandagainstcovid
[69] nagalandagainstcovid19
[19] stopthespread
[14] stayhome
[11] socialdistancing
[8] covid

Top Hashtags in Tweet in G6:
[49] covid19
[40] coronavirus
[3] flattenthecurve
[2] odishacares
[1] covid_19

Top Hashtags in Tweet in G7:
[25] flattenthecurve
[23] retweet
[23] petition
[18] maskmandate
[18] protectnc
[18] stopthespread
[18] covidvaccine
[18] vaccineswork
[18] gooutsafe
[2] wearamask

Top Hashtags in Tweet in G8:
[25] covid19
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[7] flattenthecurve
[3] vaccinesplus

Top Hashtags in Tweet in G10:
[24] flattenthecurve
[22] pandemicforever
[22] covid1984

Top Words
Top Words in Tweet in Entire Graph:
[1569] #flattenthecurve
[766] station
[409] train
[406] #covid19
[362] next
[360] stopping
[343] #wearamask
[270] covid
[263] 2021
[257] september

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:
[202] #flattenthecurve
[55] #covid19
[29] vir
[27] #covid_19
[21] days
[20] die
[17] #coronavirus
[17] #staynotathome
[17] #wirbleibennichtmehrzuhause
[15] covid

Top Words in Tweet in G3:
[89] #flattenthecurve
[86] yednetworkke
[85] vaccination
[84] one
[84] cost
[84] effective
[84] public
[84] health
[84] interventions
[84] ensuring

Top Words in Tweet in G4:
[106] #flattenthecurve
[104] traveleve2
[97] alle
[96] #gehtimpfenaberdalli
[96] fleißig
[96] betten
[96] umverteilt
[96] covid
[96] icu
[96] pflichtigen

Top Words in Tweet in G5:
[255] 2021
[251] september
[233] #flattenthecurve
[217] #togetherwecan
[200] #covid19
[167] status
[165] healthnagaland
[140] bulletin
[120] #nagaland
[119] 19

Top Words in Tweet in G6:
[49] #covid19
[48] hfwodisha
[40] #coronavirus
[39] one
[39] mask
[39] enough
[39] protect
[39] yourself
[39] use
[39] double

Top Words in Tweet in G7:
[42] mask
[41] mandate
[39] nc_governor
[25] #flattenthecurve
[23] sign
[23] #retweet
[23] #petition
[23] protect
[22] nc
[20] residents

Top Words in Tweet in G8:
[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 G9:
[18] inquisitivegyn
[16] testing
[14] numbers
[11] please
[9] know
[8] back
[8] again
[8] tested
[7] keep
[7] #flattenthecurve

Top Words in Tweet in G10:
[24] #flattenthecurve
[22] wisst
[22] heiãÿt
[22] nichts
[22] anderes
[22] #pandemicforever
[22] #covid1984
[21] lugverbotszone
[2] hardmanpolitics
[2] wochen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[360] next,stopping
[360] stopping,station
[356] station,next
[253] september,2021
[235] #wearamask,#flattenthecurve
[189] #leralla,train
[178] #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:
[18] #covid19,#flattenthecurve
[17] #flattenthecurve,#staynotathome
[17] #staynotathome,#wirbleibennichtmehrzuhause
[14] #covid19,#covid_19
[14] ferieninsel,vir
[13] #covid_19,#flattenthecurve
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use

Top Word Pairs in Tweet in G3:
[84] vaccination,one
[84] one,cost
[84] cost,effective
[84] effective,public
[84] public,health
[84] health,interventions
[84] interventions,#flattenthecurve
[84] #flattenthecurve,ensuring
[83] yednetworkke,vaccination
[10] continue,staying

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

Top Word Pairs in Tweet in G5:
[251] september,2021
[130] healthnagaland,#covid19
[120] bulletin,#nagaland
[112] covid,19
[105] #nagaland,status
[81] 19,bulletin
[78] fresh,positive
[75] 2021,dimapur
[74] #togetherwecan,#flattenthecurve
[69] #togetherwecan,#nagalandagainstcovid19

Top Word Pairs in Tweet in G6:
[39] one,mask
[39] mask,enough
[39] enough,protect
[39] protect,yourself
[39] yourself,#covid19
[39] #covid19,use
[39] use,double
[39] double,masking
[39] masking,better
[39] better,protection

Top Word Pairs in Tweet in G7:
[41] mask,mandate
[23] sign,#retweet
[23] #retweet,#petition
[23] #petition,mask
[23] mandate,protect
[22] protect,nc
[20] nc,residents
[19] residents,reinstate
[19] reinstate,mask
[18] mandate,nc_governor

Top Word Pairs in Tweet in G8:
[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 G9:
[12] testing,numbers
[8] please,tested
[7] many,months
[7] months,same
[7] same,requests
[7] requests,please
[7] numbers,higher
[7] higher,again
[6] know,many
[6] tested,testing

Top Word Pairs in Tweet in G10:
[22] wisst,#flattenthecurve
[22] #flattenthecurve,heiãÿt
[22] heiãÿt,nichts
[22] nichts,anderes
[22] anderes,#pandemicforever
[22] #pandemicforever,#covid1984
[21] lugverbotszone,wisst
[2] hardmanpolitics,wochen
[2] wochen,die
[2] die,kurve

Top Replied-To
Top Replied-To in Entire Graph:
@nc_governor
@ohshipsa
@cp24
@thorstenpolleit
@gop
@potus
@yednetworkke
@noneya920
@latingle
@bottcdn

Top Replied-To in G3:
@yednetworkke

Top Replied-To in G6:
@hfwodisha

Top Replied-To in G7:
@nc_governor
@potus
@khoriatis
@lulu_dimediva36
@5kids89
@henryjackson
@jillabean13
@dawgpoundnc
@ponybluebird
@ellajasper

Top Replied-To in G9:
@miacamp40513113
@magdaszubanski
@drdavidallen

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@hardmanpolitics
@traveleve2
@mygovnagaland
@yednetworkke
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@hfwodisha
@statedisaster

Top Mentioned in G1:
@hardmanpolitics

Top Mentioned in G2:
@egmontinstitute
@outreachbig
@charlesnovacc
@mosaitricks

Top Mentioned in G3:
@yednetworkke
@amref_kenya
@moh_kenya
@who
@euinkenya
@unkenya
@moha_made_
@analyticake
@chreadkenya
@youthactke

Top Mentioned in G4:
@traveleve2

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@statedisaster
@pibkohima
@vodourocks
@cmonagaland
@stateiecbureau

Top Mentioned in G6:
@hfwodisha

Top Mentioned in G7:
@nc_governor
@roycoopernc
@armato1
@ucpsnc
@yednetworkke
@albertoemachado
@gretathunberg
@khoriatis
@amref_kenya
@hfwodisha

Top Mentioned in G8:
@m_b_petersen

Top Mentioned in G9:
@inquisitivegyn
@drdavidallen
@magdaszubanski
@raf_epstein
@migga
@thermh
@miacamp40513113

Top Mentioned in G10:
@lugverbotszone
@hardmanpolitics

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@viralvideovlogs
@4tchat
@ipythonistabot
@coder_487
@ketaminh
@jfsebastian146
@fabriciosx
@leel06lee
@nytimes

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

Top Tweeters in G2:
@lord_gow
@animalrescueus
@ellieaskswhy
@mahealthforkids
@tutazca
@mancitymiss
@june1bb
@babyattachmode
@mrbr3c
@calgarybornbred

Top Tweeters in G3:
@femaleapha
@wayneodera
@its_davie11
@larrykipz
@_kenwells
@diojoel254
@d_phennal
@ke_lewwi
@jaykiluu
@evanss_ke

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

Top Tweeters in G5:
@viralvideovlogs
@airnewsalerts
@kingpraveena
@pib_india
@mib_india
@currenttrends1
@shachindrpandey
@sudarshantheva3
@futuremaha4
@who

Top Tweeters in G6:
@bikrams1996
@covid19_alerts
@suvampaikaray
@kalingadhipati
@shashankbohidar
@beingraj96
@namuchisabar
@lisha75917783
@bijoymish4
@dalaihiteshri

Top Tweeters in G7:
@barricko_bama
@lesstraveledby2
@albertoemachado
@benjedwards
@frequentbuyer1
@ucpsnc
@amref_worldwide
@lulu_dimediva36
@longyolo
@5kids89

Top Tweeters in G8:
@leel06lee
@197winstonsmith
@leipzigsyd
@markowenmartin
@siddharthgpf
@duanekloepplegk
@chai_cheeni
@covidupdate2020
@linamariarl
@annab69522008

Top Tweeters in G9:
@ketaminh
@joolsmagools
@drericlevi
@inquisitivegyn
@filanjon
@raf_epstein
@bees_oz
@migga
@aussiemaryd
@wimpson69

Top Tweeters in G10:
@gaytip
@fluffylyah
@basicallyout
@milkrun
@pqgregor
@susannebaessler
@hagakure_san
@steppi55772807
@nico92833889
@martinw09273915