#FlattenTheCurve, Twitter, 1/17/2022 4:06:32 PM, 270191


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#FlattenTheCurve_2022-01-17_01-51-45.xlsx
#FlattenTheCurve_2022-01-17_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/33KlQSQ
@frankfurtzack
@this0499154500
@vikingrohan
@joecool212
@potus
@karinluther79
@prof_freedom
@restorativeeduc
@carolyncannu
@govkathyhochul

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask

Description:
Description
The graph represents a network of 2,660 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 Monday, 17 January 2022 at 09:54 UTC.

The requested start date was Monday, 17 January 2022 at 01:01 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, 10-hour, 51-minute period from Monday, 03 January 2022 at 01:27 UTC to Sunday, 16 January 2022 at 12:18 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 : 2660
Unique Edges : 1073
Edges With Duplicates : 4681
Total Edges : 5754
Number of Edge Types : 5
Mentions : 870
Retweet : 1830
MentionsInRetweet : 1988
Tweet : 825
Replies to : 241
Self-Loops : 839
Reciprocated Vertex Pair Ratio : 0.00519930675909879
Reciprocated Edge Ratio : 0.0103448275862069
Connected Components : 561
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 1112
Maximum Edges in a Connected Component : 2444
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.836211
Graph Density : 0.000328010699935246
Modularity : 0.405194
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,660 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 Monday, 17 January 2022 at 09:54 UTC.

The requested start date was Monday, 17 January 2022 at 01:01 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, 10-hour, 51-minute period from Monday, 03 January 2022 at 01:27 UTC to Sunday, 16 January 2022 at 12:18 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:
[9] https://www.twitch.tv/nezuryu
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[4] https://www.egmontinstitute.be/publications/
[4] https://www.instagram.com/accounts/login/
[4] https://www.snohd.org/546/Local-Case-Counts
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://laut.fm/
[3] https://twitter.com/missryley/status/1482363953615454217
[3] https://twitter.com/alicedreger/status/1480710375200993287
[3] https://www.flattenthecurve.com/

Top URLs in Tweet in G1:
[1] https://twitter.com/TWMCLtd/status/1481913575954391041
[1] https://twitter.com/ergroovt/status/1482279229232455682
[1] https://twitter.com/FrankfurtZack/status/1480119917902970880?s=20

Top URLs in Tweet in G2:
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://twitter.com/AliceDreger/status/1480710375200993287
[4] https://www.egmontinstitute.be/publications/
[3] https://twitter.com/joshuapotash/status/1480194524534169600
[2] https://accordcontracting.com/news/social-distancing-renovations/?&utm_campaign=maitenance&utm_source=twitter&utm_medium=post
[2] https://twitter.com/alicedreger/status/1480710375200993287
[1] https://twitter.com/quatoria/status/1477728261488758787
[1] https://twitter.com/co2_earth/status/1477842158912786432
[1] https://twitter.com/ultimape/status/1238702876173701120
[1] https://twitter.com/GosiaGasperoPhD/status/1477764361808531457

Top URLs in Tweet in G4:
[1] https://www.cnn.com/2022/01/12/americas/quebec-vaccine-mandate-intl/index.html
[1] https://www.washingtonpost.com/health/2022/01/10/covid-hospitalized-omicron/

Top URLs in Tweet in G5:
[2] https://twitter.com/DrLeanaWen/status/1239562690944815116?s=20
[1] https://twitter.com/wsbgnl/status/1479137332867452929
[1] https://twitter.com/SabiVM/status/1479878733288947715
[1] https://twitter.com/ashishkjha/status/1481112132167028743
[1] https://twitter.com/joshuapotash/status/1480707212528001025
[1] https://twitter.com/tonyleys/status/1478018359312715788
[1] https://twitter.com/DrEricLevi/status/1479922013409984513
[1] https://twitter.com/drmeghanwalls/status/1480612314059522050
[1] https://twitter.com/Reuters/status/1480768935511293955
[1] https://twitter.com/AdiraFound/status/1480912409372073992

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[1] https://twitter.com/puls24news/status/1480605688975998981

Top URLs in Tweet in G9:
[2] https://twitter.com/libshipwreck/status/1478371548369235968

Top URLs in Tweet in G10:
[1] https://twitter.com/BobD187/status/1481569801378177024

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[17] swarmapp.com
[16] google.com
[10] scitechdaily.com
[9] twitch.tv
[5] youtube.com
[5] laut.fm
[4] egmontinstitute.be
[4] instagram.com
[4] snohd.org

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

Top Domains in Tweet in G2:
[93] twitter.com
[4] egmontinstitute.be
[3] wordpress.com
[2] accordcontracting.com
[2] backatyou.com
[2] facebook.com
[1] youtube.com
[1] activegreenross.com
[1] ufhealth.org
[1] theguardian.com

Top Domains in Tweet in G4:
[1] cnn.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[28] twitter.com
[1] nodexlgraphgallery.org
[1] rampant.how
[1] districtadministration.com
[1] medrxiv.org

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1808] flattenthecurve
[369] covid19
[252] togetherwecan
[210] wearamask
[149] nagalandagainstcovid
[140] becovidwise
[138] leralla
[113] nagaland
[96] covidsurge
[93] 2gplus



Top Hashtags in Tweet in G1:
[123] flattenthecurve
[78] expertenrat
[78] 2gplus
[1] publichealth
[1] staysafestayhealthy
[1] flattenthefitness
[1] nocovid
[1] pandemiederungeimpften

Top Hashtags in Tweet in G2:
[336] flattenthecurve
[83] covid19
[24] stayhome
[22] coronavirus
[19] omicron
[18] covid
[17] stayhomestaysafe
[15] stayathome
[12] socialdistancing
[11] stopthespread

Top Hashtags in Tweet in G3:
[135] flattenthecurve
[9] 2gplus
[8] expertenrat
[1] 2gmussweg

Top Hashtags in Tweet in G4:
[96] covidsurge
[11] flattenthecurve
[6] resistanceunited
[5] vaccinemandates
[5] maskmandates
[5] lockdown22
[5] indoorlimits
[5] vaccinepassports
[5] wearamask
[4] covidvaccine

Top Hashtags in Tweet in G5:
[50] flattenthecurve
[19] stayhome
[18] omicron
[12] stopthespread
[5] quietperiod
[4] covid19
[3] longcovid
[3] healthcare
[3] hcw
[3] weinpublichealth

Top Hashtags in Tweet in G6:
[2] flattenthecurve
[2] omicron
[2] germany
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri

Top Hashtags in Tweet in G7:
[11] flattenthecurve
[7] protectthekids
[7] socialdistance
[6] longcovidkids
[6] stopthespread
[6] remotelearning
[5] distancelearning
[4] covid19
[4] trustthescience
[4] remoteoptionnow

Top Hashtags in Tweet in G8:
[1] allestunwasunsmöglichist
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[249] togetherwecan
[239] flattenthecurve
[185] covid19
[149] nagalandagainstcovid
[113] nagaland
[46] nagalandagainstcovid19
[22] covid
[7] unite2fightcorona
[4] largestvaccinedrive
[3] togetherwecam

Top Hashtags in Tweet in G10:
[30] flattenthecurve
[21] australia

Top Words
Top Words in Tweet in Entire Graph:
[1808] #flattenthecurve
[972] frankfurtzack
[772] man
[769] wieder
[760] tests
[758] tag
[756] geld
[753] guten
[753] morgen
[752] gerstern

Top Words in Tweet in G1:
[909] frankfurtzack
[720] tag
[719] geld
[719] tests
[716] wieder
[715] guten
[715] morgen
[715] gerstern
[715] man
[715] welches

Top Words in Tweet in G2:
[336] #flattenthecurve
[83] #covid19
[24] curve
[24] #stayhome
[24] stay
[23] covid
[22] #coronavirus
[20] die
[19] home
[19] people

Top Words in Tweet in G3:
[135] #flattenthecurve
[119] zwei
[114] knapp
[114] jahre
[114] schutz
[114] risikogruppen
[114] langsam
[114] 'betreuten'
[113] vikingrohan
[113] demokra

Top Words in Tweet in G4:
[98] dockimresists
[96] heart
[96] breaks
[96] healthcare
[96] workers
[96] families
[96] dealing
[96] latest
[96] #covidsurge
[96] please

Top Words in Tweet in G5:
[50] #flattenthecurve
[19] #stayhome
[18] #omicron
[12] #stopthespread
[10] down
[9] potus
[8] need
[8] tomorrow
[8] outbreak
[8] spread

Top Words in Tweet in G6:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust
[2] #flattenthecurve

Top Words in Tweet in G7:
[11] #flattenthecurve
[7] #protectthekids
[7] #socialdistance
[6] #longcovidkids
[6] #stopthespread
[6] #remotelearning
[5] #distancelearning
[4] nycmayor
[4] #covid19
[4] #trustthescience

Top Words in Tweet in G8:
[36] bäumen
[36] kinder
[36] pädagoginnen
[36] unserer
[36] kraft
[36] gegen
[36] virus
[36] nehmen
[35] andibabler

Top Words in Tweet in G9:
[255] january
[249] #togetherwecan
[243] 2022
[239] #flattenthecurve
[185] #covid19
[156] status
[154] healthnagaland
[149] #nagalandagainstcovid
[124] #nagaland
[111] bulletin

Top Words in Tweet in G10:
[30] #flattenthecurve
[29] drelidavid
[21] congratulation
[21] #australia
[21] thanks
[21] vaccine
[21] managed
[20] el_justicierooo
[6] blueflash87

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[752] guten,morgen
[752] morgen,gerstern
[752] gerstern,man
[752] man,geld
[752] geld,welches
[752] welches,tag
[752] tag,tests
[752] tests,ausgegeben
[752] ausgegeben,wieder
[752] wieder,2000

Top Word Pairs in Tweet in G1:
[715] guten,morgen
[715] morgen,gerstern
[715] gerstern,man
[715] man,geld
[715] geld,welches
[715] welches,tag
[715] tag,tests
[715] tests,ausgegeben
[715] ausgegeben,wieder
[715] wieder,2000

Top Word Pairs in Tweet in G2:
[36] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[11] covid,19
[10] flatten,curve

Top Word Pairs in Tweet in G3:
[114] knapp,zwei
[114] zwei,jahre
[114] jahre,#flattenthecurve
[114] #flattenthecurve,schutz
[114] schutz,risikogruppen
[114] risikogruppen,langsam
[114] langsam,'betreuten'
[113] vikingrohan,knapp
[113] 'betreuten',demokra
[29] frankfurtzack,guten

Top Word Pairs in Tweet in G4:
[96] heart,breaks
[96] breaks,healthcare
[96] healthcare,workers
[96] workers,families
[96] families,dealing
[96] dealing,latest
[96] latest,#covidsurge
[96] #covidsurge,please
[96] please,civic
[95] dockimresists,heart

Top Word Pairs in Tweet in G5:
[13] #flattenthecurve,#omicron
[11] #stopthespread,#flattenthecurve
[9] #stayhome,#stopthespread
[8] #stayhome,#flattenthecurve
[8] #omicron,outbreak
[6] nyc,slowly
[6] slowly,shutting
[6] shutting,down
[6] down,tomorrow
[6] tomorrow,#stayhome

Top Word Pairs in Tweet in G6:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros
[2] never,many
[2] many,infections
[2] infections,hit

Top Word Pairs in Tweet in G7:
[5] #protectthekids,#longcovidkids
[5] #stopthespread,#flattenthecurve
[4] #flattenthecurve,#trustthescience
[4] nychealthcommr,davechokshi
[4] #remotelearning,#remoteoptionnow
[4] #remoteoptionnow,#restoreremote
[4] #restoreremote,#distancelearning
[4] #distancelearning,#socialdistance
[3] #longcovidkids,#remotelearning
[3] #socialdistance,#stopthespread

Top Word Pairs in Tweet in G8:
[36] bäumen,kinder
[36] kinder,pädagoginnen
[36] pädagoginnen,unserer
[36] unserer,kraft
[36] kraft,gegen
[36] gegen,virus
[36] virus,nehmen
[35] andibabler,bäumen

Top Word Pairs in Tweet in G9:
[243] january,2022
[129] #flattenthecurve,#togetherwecan
[125] healthnagaland,#covid19
[111] bulletin,#nagaland
[104] #nagaland,status
[98] fresh,positive
[81] 2022,dimapur
[74] #togetherwecan,#flattenthecurve
[72] #togetherwecan,#nagalandagainstcovid
[65] 19,bulletin

Top Word Pairs in Tweet in G10:
[21] drelidavid,congratulation
[21] congratulation,#australia
[21] #australia,thanks
[21] thanks,vaccine
[21] vaccine,managed
[21] managed,#flattenthecurve
[20] el_justicierooo,drelidavid
[8] drelidavid,#flattenthecurve
[6] blueflash87,drelidavid

Top Replied-To
Top Replied-To in Entire Graph:
@frankfurtzack
@drelidavid
@sizemichael
@nataliegrams
@govtimwalz
@shomburg
@ctvnews
@wieselersusanne
@eddy_bernayz
@potus

Top Replied-To in G1:
@frankfurtzack
@martinwaltherdd
@ecmokaragianni1

Top Replied-To in G3:
@nataliegrams
@eddy_bernayz

Top Replied-To in G4:
@dockimresists

Top Replied-To in G5:
@potus
@elizashapiro
@kindandunblind
@drleanawen
@ashihipar
@jonlevybu
@danyshin
@govkathyhochul
@austinisdsupt
@aisdparents

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G7:
@marklevinenyc
@morecaucusuft
@nysut
@mssarahmssarah
@disnazzio
@scottgottliebmd
@margbrennan

Top Replied-To in G10:
@drelidavid

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@healthnagaland
@vikingrohan
@dockimresists
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland

Top Mentioned in G1:
@frankfurtzack
@nataliegrams

Top Mentioned in G2:
@egmontinstitute
@nudder12
@autismepi
@ken_sugar
@70sbachchan
@45bestwords

Top Mentioned in G3:
@vikingrohan
@frankfurtzack
@dippi_dipp
@nataliegrams
@gurtstock

Top Mentioned in G4:
@dockimresists
@justmom_ali
@thinkkimthink

Top Mentioned in G5:
@potus
@maslowsneeds
@carolyncannu
@govkathyhochul
@cdcgov
@joebiden
@frankfurtzack
@kindandunblind
@whitehouse
@danyshin

Top Mentioned in G6:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G7:
@nycmayor
@nychealthcommr
@davechokshi
@nycschools
@nychealthy
@healthnygov
@uftsafety
@nysutevp
@andypallotta
@uft

Top Mentioned in G8:
@andibabler

Top Mentioned in G9:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G10:
@drelidavid
@el_justicierooo
@blueflash87

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@viralvideovlogs
@lizditz
@dailymirror
@wally_wests
@carolmaewy
@wellness4you13
@ketaminh
@llama_strudel
@docrocktex26

Top Tweeters in G1:
@frisch_fish
@berlin_ny
@gothp1
@rhabarbeer
@jjdemul
@deutschzuerst
@kpropcroy
@beltschazzara
@48rieck
@panpagan

Top Tweeters in G2:
@mtnbvan
@mariasammutmasc
@fasnix
@joseph_santoro
@hotleadenema
@ken_sugar
@technosucks
@zibilith
@juniperlilacs
@falkwussow

Top Tweeters in G3:
@bernd471
@hackenstad
@drehorgel123
@connyro_bln
@markrudolph2701
@hausfrau4ever
@wattwurm13
@tini68274439
@kytti70
@sunny_sommer

Top Tweeters in G4:
@carolmaewy
@llama_strudel
@nakesha_horsey
@clayreinabq
@thinkkimthink
@ssmunsell
@detroit_rachel
@gailwaldby
@ktynot
@realnorac

Top Tweeters in G5:
@delta
@wellness4you13
@march4progress
@perdidostschool
@bledwine
@melaniesdavis
@shera_persists
@happyhexer
@karenju62258050
@pop_popculture

Top Tweeters in G6:
@mbalter
@schneiderleonid
@hrw
@braincures
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@do_kinder

Top Tweeters in G7:
@nokidhungry
@disnazzio
@margbrennan
@crowdedhead
@distancelrnbot
@nychealthsystem
@facethenation
@nysut
@uft
@nychealthy

Top Tweeters in G8:
@landaudaniel
@june26jasmine
@creation_2011
@mertinsk
@snowbootslove
@kremlten
@_evalein
@andrea95115861
@karlmladek
@linksfunk

Top Tweeters in G9:
@viralvideovlogs
@shachindrpandey
@nagalandbot
@bollynumbers
@temsutulaimsong
@airnews_kohima
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima

Top Tweeters in G10:
@abbavitch
@castellanoskin3
@cuiladron
@mitjakravanja
@jedi4justice
@miami_fl786
@stamsters
@nalan121
@ajuk29
@rx170