#FlattenTheCurve, Twitter, 1/9/2022 8:03:13 PM, 269767


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#FlattenTheCurve_2022-01-09_01-28-34.xlsx
#FlattenTheCurve_2022-01-09_01-28-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3r5opXk
@frankfurtzack
@vikingrohan
@vorsitzendernav
@joecool212
@potus
@chefofmembers
@timrealityde
@govkathyhochul
@maslowsneeds
@danyshin

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

Description:
Description
The graph represents a network of 1,665 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, 09 January 2022 at 09:32 UTC.

The requested start date was Sunday, 09 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, 30-minute period from Sunday, 26 December 2021 at 01:45 UTC to Saturday, 08 January 2022 at 12:16 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 : 1665
Unique Edges : 925
Edges With Duplicates : 2754
Total Edges : 3679
Number of Edge Types : 5
Replies to : 231
Mentions : 785
Tweet : 815
Retweet : 837
MentionsInRetweet : 1011
Self-Loops : 825
Reciprocated Vertex Pair Ratio : 0.00962962962962963
Reciprocated Edge Ratio : 0.0190755685986794
Connected Components : 507
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 757
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.100374
Graph Density : 0.000491958304458305
Modularity : 0.408848
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,665 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, 09 January 2022 at 09:32 UTC.

The requested start date was Sunday, 09 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, 30-minute period from Sunday, 26 December 2021 at 01:45 UTC to Saturday, 08 January 2022 at 12:16 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
[5] https://www.instagram.com/accounts/login/
[5] https://www.bbc.com/news/science-environment-59775105
[4] https://t.me/Sanipass19
[3] https://abc13.com/politics/texas-bans-all-dine-in-restaurants-and-bars-as-part-of-order/6026217/
[3] https://twitter.com/thejuicemedia/status/1457223112743739393?t=_ogj-uK2ImhPbDbGhAGFcg&s=09
[2] https://twitter.com/edyong209/status/1479453586308444164
[2] https://www.theguardian.com/world/2022/jan/04/growth-rate-covid-patients-north-more-than-double-london?CMP=Share_iOSApp_Other
[2] https://twitter.com/libshipwreck/status/1478371548369235968
[2] https://tomimist.com/products/sterapak/

Top URLs in Tweet in G1:
[4] https://t.me/Sanipass19
[2] https://twitter.com/edyong209/status/1479453586308444164
[1] https://twitter.com/zigmanfreud/status/1475295406414196737
[1] https://twitter.com/narkosedoc/status/1475403048700813314
[1] https://twitter.com/jeffreyatucker/status/1474862057724026885
[1] https://twitter.com/BennieSchaap/status/1475081875442094080
[1] https://www.peter-writeforme.com/
[1] https://www.instagram.com/Phoenixrisingz/
[1] https://twitter.com/luckytran/status/1475594358720192516
[1] https://twitter.com/adamschefter/status/1475595401520730117

Top URLs in Tweet in G5:
[1] https://twitter.com/Redsoxma/status/1475754019998023685
[1] https://twitter.com/edyong209/status/1479452484322144260
[1] https://twitter.com/anamardoll/status/1478867384450568192
[1] https://www.medrxiv.org/content/10.1101/2021.12.30.21268565v1
[1] https://twitter.com/jstein_wapo/status/1478758246445953030
[1] https://twitter.com/nycjim/status/1478699798983229440
[1] https://twitter.com/ericuman/status/1477797496076357634
[1] https://twitter.com/deeptinyc/status/1477787963971055617
[1] https://twitter.com/DanClarkReports/status/1478035419212177414
[1] https://twitter.com/winsjuliet/status/1477812630572126213

Top URLs in Tweet in G6:
[1] https://open.spotify.com/track/5d6Z8HyGn8BFiScKlX3xta?si=iZ8r1kOhTNKse0kNTzIiOg&utm_source=copy-link
[1] https://twitter.com/florian_lahner/status/1476262604800679938
[1] https://twitter.com/DrEricDing/status/1473769670863949825

Top URLs in Tweet in G7:
[1] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare

Top URLs in Tweet in G8:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-03495-2
[1] https://www.researchsquare.com/article/rs-1139035/v1
[1] https://finance.yahoo.com/news/long-covid-patients-doctors-america-172004184.html

Top URLs in Tweet in G9:
[1] https://twitter.com/CityofSTLDOH/status/1478507369520844806

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1566] flattenthecurve
[357] covid19
[253] wearamask
[232] togetherwecan
[190] leralla
[140] becovidwise
[131] nagalandagainstcovid
[112] nagaland
[98] omikron
[88] 2gplus



Top Hashtags in Tweet in G1:
[274] flattenthecurve
[59] covid19
[22] covid
[19] stayhome
[17] covid_19
[15] coronavirus
[15] omicron
[14] stayathome
[13] staysafe
[12] lockdownnow

Top Hashtags in Tweet in G2:
[81] impfen
[81] omikron
[1] maskenpflicht
[1] flattenthecurve
[1] impfenschuetzt
[1] impfung
[1] impfenrettetleben

Top Hashtags in Tweet in G3:
[78] expertenrat
[78] 2gplus
[3] flattenthecurve

Top Hashtags in Tweet in G4:
[74] flattenthecurve
[8] 2gplus
[7] expertenrat
[1] 2gmussweg

Top Hashtags in Tweet in G5:
[35] flattenthecurve
[26] stopthespread
[13] protectthekids
[11] omicron
[11] remotelearning
[10] stayhome
[9] covid19
[8] socialdistance
[8] longcovidkids
[7] safetyfirst

Top Hashtags in Tweet in G6:
[11] flattenthecurve
[1] gesundheitsministers
[1] vernünftigen
[1] politik
[1] schulschließungen
[1] impfen
[1] boostern
[1] servicetweet
[1] notbremsejetzt
[1] schütztdiekinder

Top Hashtags in Tweet in G7:
[231] togetherwecan
[196] flattenthecurve
[152] covid19
[131] nagalandagainstcovid
[112] nagaland
[55] nagalandagainstcovid19
[6] covid
[2] largestvaccinedrive
[2] togetherwecam

Top Hashtags in Tweet in G8:
[6] flattenthecurve
[3] impfen
[3] omikron
[2] infecttheolfactorynerve
[2] massdisablingevents
[2] longcovid
[1] pasc

Top Hashtags in Tweet in G9:
[21] flattenthecurve
[19] stlouis
[1] maskup

Top Hashtags in Tweet in G10:
[19] covid19
[1] stayhome
[1] maskupn95
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1566] #flattenthecurve
[546] station
[357] #covid19
[308] train
[287] stopping
[284] next
[257] die
[254] departed
[253] #wearamask
[232] #togetherwecan

Top Words in Tweet in G1:
[274] #flattenthecurve
[59] #covid19
[24] stay
[22] #covid
[19] #stayhome
[19] covid
[18] days
[17] die
[17] #covid_19
[16] cases

Top Words in Tweet in G2:
[81] heute
[81] heißt
[81] wieder
[81] impfen
[81] #impfen
[81] praxis
[81] gestern
[81] alle
[81] getesteten
[81] positiv

Top Words in Tweet in G3:
[79] die
[78] frankfurtzack
[78] #expertenrat
[78] sicher
[78] sauber
[78] modelliert
[78] viel
[78] promille
[78] streckt
[78] #2gplus

Top Words in Tweet in G4:
[74] #flattenthecurve
[70] knapp
[70] zwei
[70] jahre
[70] schutz
[70] risikogruppen
[70] langsam
[70] 'betreuten'
[69] vikingrohan
[69] demokra

Top Words in Tweet in G5:
[35] #flattenthecurve
[26] #stopthespread
[13] #protectthekids
[11] #omicron
[11] #remotelearning
[10] #stayhome
[9] #covid19
[8] tomorrow
[8] outbreak
[8] #socialdistance

Top Words in Tweet in G6:
[17] die
[11] #flattenthecurve
[9] karl_lauterbach
[3] olafscholz
[3] dafür
[3] kein
[2] frage
[2] welle
[2] mehr
[2] alle

Top Words in Tweet in G7:
[231] #togetherwecan
[196] #flattenthecurve
[152] #covid19
[146] status
[131] #nagalandagainstcovid
[124] healthnagaland
[122] #nagaland
[120] january
[120] 2021
[112] bulletin

Top Words in Tweet in G8:
[48] nein
[17] die
[17] nocovid
[16] sylviageiger70
[16] doconco
[16] 3x
[16] meisten
[16] länder
[16] demokratien
[16] westlichem

Top Words in Tweet in G9:
[38] leaders
[21] #flattenthecurve
[19] matih_id
[19] #stlouis
[19] come
[19] together
[19] today
[19] met
[19] regional
[19] hospitals

Top Words in Tweet in G10:
[38] 12
[20] ga
[19] #covid19
[19] 30
[19] 21
[19] chart
[19] 25
[19] 265
[19] cases
[19] reported

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[280] next,stopping
[280] stopping,station
[239] station,next
[190] #leralla,train
[140] #becovidwise,#flattenthecurve
[139] #wearamask,#becovidwise
[119] #flattenthecurve,#togetherwecan
[112] bulletin,#nagaland
[111] january,2022
[111] december,2021

Top Word Pairs in Tweet in G1:
[16] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[12] #covid_19,#flattenthecurve
[11] covid,19

Top Word Pairs in Tweet in G2:
[81] heute,heißt
[81] heißt,wieder
[81] wieder,impfen
[81] impfen,#impfen
[81] #impfen,praxis
[81] praxis,gestern
[81] gestern,alle
[81] alle,getesteten
[81] getesteten,positiv
[81] positiv,#omikron

Top Word Pairs in Tweet in G3:
[78] #expertenrat,sicher
[78] sicher,sauber
[78] sauber,modelliert
[78] modelliert,viel
[78] viel,promille
[78] promille,streckt
[78] streckt,#2gplus
[78] #2gplus,gastronomie
[78] gastronomie,die
[77] frankfurtzack,#expertenrat

Top Word Pairs in Tweet in G4:
[70] knapp,zwei
[70] zwei,jahre
[70] jahre,#flattenthecurve
[70] #flattenthecurve,schutz
[70] schutz,risikogruppen
[70] risikogruppen,langsam
[70] langsam,'betreuten'
[69] vikingrohan,knapp
[69] 'betreuten',demokra
[7] frankfurtzack,#expertenrat

Top Word Pairs in Tweet in G5:
[22] #stopthespread,#flattenthecurve
[10] #flattenthecurve,#omicron
[9] #stayhome,#stopthespread
[8] #omicron,outbreak
[6] nyc,slowly
[6] slowly,shutting
[6] shutting,down
[6] down,tomorrow
[6] tomorrow,#stayhome
[5] nychealthcommr,davechokshi

Top Word Pairs in Tweet in G6:
[2] die,frage
[2] die,welle
[2] dafür,einsetzen
[2] karl_lauterbach,nächsten
[2] nächsten,wochen
[2] wochen,kein
[2] kein,boosterimpfen
[2] boosterimpfen,rekordtempo
[2] rekordtempo,geben
[2] geben,ganze

Top Word Pairs in Tweet in G7:
[119] #flattenthecurve,#togetherwecan
[112] bulletin,#nagaland
[111] january,2022
[111] december,2021
[105] healthnagaland,#covid19
[104] #nagaland,status
[78] fresh,positive
[74] covid,19
[73] #togetherwecan,#nagalandagainstcovid
[72] 19,bulletin

Top Word Pairs in Tweet in G8:
[32] nein,nein
[16] sylviageiger70,doconco
[16] doconco,nein
[16] nein,3x
[16] 3x,die
[16] die,meisten
[16] meisten,nocovid
[16] nocovid,länder
[16] länder,demokratien
[16] demokratien,westlichem

Top Word Pairs in Tweet in G9:
[19] #stlouis,come
[19] come,together
[19] together,#flattenthecurve
[19] #flattenthecurve,today
[19] today,met
[19] met,regional
[19] regional,leaders
[19] leaders,hospitals
[19] hospitals,leaders
[19] leaders,clear

Top Word Pairs in Tweet in G10:
[19] ga,#covid19
[19] #covid19,12
[19] 12,30
[19] 30,21
[19] 21,chart
[19] chart,25
[19] 25,265
[19] 265,cases
[19] cases,reported
[19] reported,today

Top Replied-To
Top Replied-To in Entire Graph:
@sizemichael
@allisfreeforme
@troyvegas58
@govtimwalz
@kraemer_hb
@elizashapiro
@marklevinenyc
@karl_lauterbach
@sathishrajamani
@emilbrunner1

Top Replied-To in G3:
@jens_140081
@frankfurtzack

Top Replied-To in G4:
@eddy_bernayz
@doc_ecmo
@reginalouf
@mrsmertes

Top Replied-To in G5:
@elizashapiro
@marklevinenyc
@aaiqbal
@richazzopardi
@repespaillat
@mssarahmssarah
@andypallotta
@nysut
@nycmayor
@burketeegan

Top Replied-To in G6:
@karl_lauterbach
@ginsig
@felixschneuwly
@dorokenneweg
@cthulhcc
@sturmlliouville
@robert83563198
@admiralkirk
@olafscholz

Top Replied-To in G8:
@mitote83
@limits_stop
@sylviageiger70

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

Top Mentioned in G1:
@duanepaulmurph
@nudder12
@egmontinstitute

Top Mentioned in G2:
@vorsitzendernav

Top Mentioned in G3:
@frankfurtzack

Top Mentioned in G4:
@vikingrohan
@frankfurtzack
@chemieistschoen
@mrsmertes
@karo96767281
@eddy_bernayz

Top Mentioned in G5:
@nychealthcommr
@nycschools
@maslowsneeds
@davechokshi
@joebiden
@ericadamsfornyc
@healthnygov
@drmarytbassett
@nychealthy
@uft

Top Mentioned in G6:
@karl_lauterbach
@olafscholz
@ompwashington
@heutejournal
@alain_berset
@gdk_cds
@ignaziocassis
@regsprecher
@bmg
@andibabler

Top Mentioned in G7:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G8:
@doconco
@bakuninst
@sylviageiger70
@fitterhappieraj
@dyorsmathew
@vorsitzendernav
@mitote83
@limits_stop

Top Mentioned in G9:
@matih_id

Top Mentioned in G10:
@drmt
@govkemp

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@pparzival
@viralvideovlogs
@dailymirror
@wally_wests
@jilevin
@jdjongumzidenga
@docrocktex26
@flugennock
@funnagan

Top Tweeters in G1:
@mariasammutmasc
@defiantbaptist
@chlosephine_
@cpvdar23
@ahab99
@hotleadenema
@greenfirehvac
@duanepaulmurph
@technosucks
@calichick777

Top Tweeters in G2:
@detemple
@tmo_wizard
@saltytrees
@eriksonsanne
@eozwei
@tre_bol
@cnikolajew
@rednermacherin
@th61
@madiemousie

Top Tweeters in G3:
@stoergroessem
@karlerbach
@nightralph
@joerncarmaker
@jens_140081
@klarsichten
@werhatsgewusst
@therabbit67
@venularaxe
@frankfurtzack

Top Tweeters in G4:
@hackenstad
@connyro_bln
@markrudolph2701
@kytti70
@tini68274439
@uransoft
@123lenchen
@tschitshi1
@milkrun
@huttetomdie

Top Tweeters in G5:
@march4progress
@perdidostschool
@bledwine
@nokidhungry
@disnazzio
@aftunion
@maslowsneeds
@distancelrnbot
@nychealthsystem
@richazzopardi

Top Tweeters in G6:
@sturmlliouville
@stephie_hh
@felixschneuwly
@eskensaskia
@birdman00015334
@gruenebundestag
@marcobuschmann
@spdbt
@goeringeckardt
@c_lindner

Top Tweeters in G7:
@guineetags
@shachindrpandey
@nagalandbot
@bollynumbers
@temsutulaimsong
@airnews_kohima
@tiwarishubham03
@pibkohima
@outbreak_india
@mygovnagaland

Top Tweeters in G8:
@mertinsk
@gvg1
@energisch_
@printi71
@stina2312
@risikos21
@asinaaurea
@bakuninst
@cerisella1
@espressopowder

Top Tweeters in G9:
@quartzen
@eckert_mark
@trianglman
@alliewhittaker
@kgloveslinux
@gaysocialworker
@nana_stl
@tishaura
@ebonyjhilton_md
@aspl365

Top Tweeters in G10:
@morgandawn6
@mkayg3
@adrianagowens
@thewordsaremaps
@rn_bic
@suzmarks
@susancornutt
@datadrivenmd
@virtuallyno1
@carolcovic