#FlattenTheCurve, Twitter, 1/25/2022 10:13:51 PM, 270649


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#FlattenTheCurve_2022-01-25_04-50-41.xlsx
#FlattenTheCurve_2022-01-25_04-50-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3rRVPZX
@frankfurtzack
@publizistikon
@this0499154500
@85ulm
@potus
@karl_lauterbach
@regierungbw
@totalgesund
@pop_popculture
@lovelyhater4u

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#doyourpart
#mabopane

Description:
Description
The graph represents a network of 2,029 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 Tuesday, 25 January 2022 at 12:52 UTC.

The requested start date was Tuesday, 25 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 10-day, 10-hour, 58-minute period from Tuesday, 11 January 2022 at 01:14 UTC to Friday, 21 January 2022 at 12:12 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 : 2029
Unique Edges : 687
Edges With Duplicates : 4123
Total Edges : 4810
Number of Edge Types : 5
Replies to : 146
Retweet : 1570
MentionsInRetweet : 1668
Tweet : 745
Mentions : 681
Self-Loops : 755
Reciprocated Vertex Pair Ratio : 0.00383351588170865
Reciprocated Edge Ratio : 0.00763775231860338
Connected Components : 348
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 1017
Maximum Edges in a Connected Component : 2183
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.598107
Graph Density : 0.000445463851082382
Modularity : 0.36795
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,029 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 Tuesday, 25 January 2022 at 12:52 UTC.

The requested start date was Tuesday, 25 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 10-day, 10-hour, 58-minute period from Tuesday, 11 January 2022 at 01:14 UTC to Friday, 21 January 2022 at 12:12 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:
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[6] https://www.twitch.tv/nezuryu
[5] https://www.corona-impftermin-mv.de/
[4] https://www.snohd.org/546/Local-Case-Counts
[3] https://www.instagram.com/accounts/login/
[3] https://twitter.com/missryley/status/1482363953615454217
[3] https://twitter.com/alicedreger/status/1480710375200993287
[2] https://www.youtube.com/watch?v=7f5LyASYoik&feature=youtu.be

[2] https://bgr-eisenach.de/
[2] https://twitter.com/Fly_Sistah/status/1410443549661974532?t=-3J1oSeekQPOBQByF8aZbQ&s=19

Top URLs in Tweet in G1:
[1] https://twitter.com/Nomine_Justitae/status/1483116127404367875
[1] https://twitter.com/TWMCLtd/status/1481913575954391041
[1] https://twitter.com/ergroovt/status/1482279229232455682

Top URLs in Tweet in G2:
[4] https://twitter.com/AliceDreger/status/1480710375200993287
[3] https://www.instagram.com/accounts/login/
[2] https://twitter.com/alicedreger/status/1480710375200993287
[2] https://www.egmontinstitute.be/publications/
[2] https://toyeenbalogun.blogspot.com
[1] https://twitter.com/washingtonpost/status/1480715846687330314
[1] https://twitter.com/edyong209/status/1479453586308444164
[1] https://twitter.com/craig_a_spencer/status/1480603181562449927
[1] https://twitter.com/jackcalifano/status/1480411976690028561
[1] https://twitter.com/joshjenkins24/status/1239297455084060672

Top URLs in Tweet in G3:
[1] https://www.washingtonpost.com/health/2022/01/10/covid-hospitalized-omicron/
[1] https://twitter.com/metcouncilnews/status/1482114289691471874
[1] https://www.cnn.com/2022/01/12/americas/quebec-vaccine-mandate-intl/index.html

Top URLs in Tweet in G4:
[1] https://twitter.com/_donalphonso/status/1483527859620753408

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G6:
[1] https://twitter.com/TFruehmark/status/1484047796764385281
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270250
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270191
[1] https://twitter.com/drmeghanwalls/status/1480612314059522050
[1] https://twitter.com/Reuters/status/1480768935511293955
[1] https://twitter.com/AdiraFound/status/1480912409372073992
[1] https://twitter.com/drericding/status/1481020158151991298
[1] https://twitter.com/tmprowell/status/1481119351315079168
[1] https://twitter.com/TheRealRhllor/status/1482918068015800322

Top URLs in Tweet in G8:
[1] https://t.co/Z4LylogiTR
[1] https://twitter.com/maldivianrc/status/1483002730805624836

Top URLs in Tweet in G9:
[1] https://twitter.com/BobD187/status/1481569801378177024

Top URLs in Tweet in G10:
[1] https://twitter.com/RND_de/status/1481179641767469059

Top Domains
Top Domains in Tweet in Entire Graph:
[122] twitter.com
[15] youtube.com
[11] swarmapp.com
[9] scitechdaily.com
[6] twitch.tv
[5] corona-impftermin-mv.de
[4] snohd.org
[3] wordpress.com
[3] nodexlgraphgallery.org
[3] instagram.com

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

Top Domains in Tweet in G2:
[58] twitter.com
[11] swarmapp.com
[4] youtube.com
[3] instagram.com
[3] wordpress.com
[2] egmontinstitute.be
[2] blogspot.com
[1] packagingsuppliesbymail.com
[1] pixels.com
[1] euromomo.eu

Top Domains in Tweet in G3:
[1] washingtonpost.com
[1] twitter.com
[1] cnn.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] linkedin.com

Top Domains in Tweet in G6:
[13] twitter.com
[3] nodexlgraphgallery.org
[1] cdc.gov
[1] 3m.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1479] flattenthecurve
[339] covid19
[221] togetherwecan
[175] doyourpart
[145] mabopane
[113] nagalandagainstcovid
[98] covidsurge
[93] coronakrise
[92] wearamask
[89] nagaland



Top Hashtags in Tweet in G1:
[128] flattenthecurve
[11] 2gplus
[1] omikron
[1] publichealth
[1] staysafestayhealthy
[1] flattenthefitness

Top Hashtags in Tweet in G2:
[243] flattenthecurve
[64] covid19
[18] omicron
[17] stayhome
[13] stayhomestaysafe
[12] coronavirus
[11] stayathome
[10] socialdistancing
[10] staynotathome
[9] mypandemicsurvivalplan

Top Hashtags in Tweet in G3:
[98] covidsurge
[18] flattenthecurve
[6] resistanceunited
[5] wearamask
[5] vaccinemandates
[5] maskmandates
[5] lockdown22
[5] indoorlimits
[5] vaccinepassports
[4] getvaxxed

Top Hashtags in Tweet in G4:
[102] flattenthecurve
[93] coronakrise
[2] 2gplus
[2] italien
[2] omikron
[2] inzidenz
[1] intensivstationen
[1] freedomday

Top Hashtags in Tweet in G5:
[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 G6:
[34] flattenthecurve
[8] stayhome
[7] omicron
[4] covid19
[3] togetherwecan
[3] wearamask
[2] healthcare
[2] hcw
[1] neuinfektionen
[1] pcr

Top Hashtags in Tweet in G7:
[217] togetherwecan
[214] flattenthecurve
[183] covid19
[113] nagalandagainstcovid
[89] nagaland
[41] nagalandagainstcovid19
[20] covid
[7] unite2fightcorona
[5] australia
[3] largestvaccinedrive

Top Hashtags in Tweet in G8:
[37] covid19
[4] flattenthecurve
[2] vaccineswork

Top Hashtags in Tweet in G9:
[24] flattenthecurve
[22] australia

Top Hashtags in Tweet in G10:
[8] flattenthecurve
[2] durchseuchung
[1] distanzunterricht
[1] gesundheit
[1] ungeimpfte
[1] impfenschuetzt
[1] impfenrettetleben
[1] impfen
[1] corona
[1] coronapandemie

Top Words
Top Words in Tweet in Entire Graph:
[1479] #flattenthecurve
[915] frankfurtzack
[777] man
[774] tests
[773] wieder
[772] tag
[770] geld
[768] guten
[767] morgen
[766] gerstern

Top Words in Tweet in G1:
[866] frankfurtzack
[738] tag
[737] geld
[737] tests
[733] guten
[733] morgen
[733] gerstern
[733] man
[733] welches
[733] ausgegeben

Top Words in Tweet in G2:
[243] #flattenthecurve
[64] #covid19
[20] curve
[20] zwerenberg
[18] #omicron
[18] stay
[17] #stayhome
[17] die
[15] covid
[13] #stayhomestaysafe

Top Words in Tweet in G3:
[100] dockimresists
[98] heart
[98] breaks
[98] healthcare
[98] workers
[98] families
[98] dealing
[98] latest
[98] #covidsurge
[98] please

Top Words in Tweet in G4:
[102] #flattenthecurve
[95] überhaupt
[95] mehr
[93] gibt
[93] #coronakrise
[93] keine
[93] zielmarken
[93] stand
[93] anfang
[93] später

Top Words in Tweet in G5:
[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 G6:
[34] #flattenthecurve
[8] #stayhome
[7] potus
[7] #omicron
[6] die
[6] karl_lauterbach
[6] cool
[5] frankfurtzack
[4] #covid19
[4] govkathyhochul

Top Words in Tweet in G7:
[234] january
[232] 2022
[217] #togetherwecan
[214] #flattenthecurve
[183] #covid19
[153] healthnagaland
[140] status
[113] #nagalandagainstcovid
[103] fresh
[103] positive

Top Words in Tweet in G8:
[40] 19
[38] curb
[38] spread
[37] take
[37] precautionary
[37] measures
[37] covid
[37] addition
[37] completing
[37] #covid19

Top Words in Tweet in G9:
[24] #flattenthecurve
[23] drelidavid
[22] congratulation
[22] #australia
[22] thanks
[22] vaccine
[22] managed
[21] el_justicierooo

Top Words in Tweet in G10:
[8] die
[8] #flattenthecurve
[4] betreiben
[4] regierungbw
[4] länger
[3] alle
[3] unausweichliche
[2] welle
[2] weitere
[2] kollateralschäden

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

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

Top Word Pairs in Tweet in G2:
[36] #covid19,#flattenthecurve
[10] walking,runde
[10] runde,zwerenberg
[10] schwarzwald,#flattenthecurve
[10] #flattenthecurve,#staynotathome
[10] cases,declined
[10] declined,stay
[10] stay,aware
[10] aware,use
[10] use,caution

Top Word Pairs in Tweet in G3:
[98] heart,breaks
[98] breaks,healthcare
[98] healthcare,workers
[98] workers,families
[98] families,dealing
[98] dealing,latest
[98] latest,#covidsurge
[98] #covidsurge,please
[98] please,civic
[97] dockimresists,heart

Top Word Pairs in Tweet in G4:
[94] mehr,#flattenthecurve
[93] gibt,#coronakrise
[93] #coronakrise,überhaupt
[93] überhaupt,keine
[93] keine,zielmarken
[93] zielmarken,mehr
[93] #flattenthecurve,stand
[93] stand,anfang
[93] anfang,später
[93] später,jeder

Top Word Pairs in Tweet in G5:
[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 G6:
[8] #stayhome,#flattenthecurve
[4] #flattenthecurve,#omicron
[4] cool,cool
[3] #flattenthecurve,nodexl
[3] nodexl,frankfurtzack
[3] frankfurtzack,this0499154500
[3] this0499154500,vikingrohan
[3] top,hashtags
[3] hashtags,#flattenthecurve
[3] #flattenthecurve,#covid19

Top Word Pairs in Tweet in G7:
[229] january,2022
[126] healthnagaland,#covid19
[120] #flattenthecurve,#togetherwecan
[103] fresh,positive
[90] 2022,dimapur
[89] bulletin,#nagaland
[84] #nagaland,status
[56] #covid19,status
[56] 2022,fresh
[56] death,#flattenthecurve

Top Word Pairs in Tweet in G8:
[38] curb,spread
[37] take,precautionary
[37] precautionary,measures
[37] measures,curb
[37] spread,covid
[37] covid,19
[37] 19,addition
[37] addition,completing
[37] completing,#covid19
[37] #covid19,vaccination

Top Word Pairs in Tweet in G9:
[22] drelidavid,congratulation
[22] congratulation,#australia
[22] #australia,thanks
[22] thanks,vaccine
[22] vaccine,managed
[22] managed,#flattenthecurve
[21] el_justicierooo,drelidavid

Top Word Pairs in Tweet in G10:
[4] #flattenthecurve,betreiben
[3] die,unausweichliche
[2] die,welle
[2] naturbergmensch,mobileflo
[2] mobileflo,regierungbw
[2] regierungbw,länger
[2] länger,#flattenthecurve
[2] betreiben,desto
[2] desto,länger
[2] länger,dauert

Top Replied-To
Top Replied-To in Entire Graph:
@marioberky
@nataliegrams
@potus
@c_holler
@psholstein
@shomburg
@frankfurtzack
@drelidavid
@ctvnews
@wieselersusanne

Top Replied-To in G1:
@frankfurtzack
@martinwaltherdd

Top Replied-To in G3:
@dockimresists

Top Replied-To in G5:
@dgurdasani1

Top Replied-To in G6:
@potus
@wtol11toledo
@neuro24de
@gewaltig
@kindandunblind
@coronawarnapp

Top Replied-To in G9:
@drelidavid

Top Replied-To in G10:
@dogta_es
@naturbergmensch
@m_grill
@meikell56
@fischblog
@ano04188476

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

Top Mentioned in G1:
@frankfurtzack
@dehoga_bv
@nataliegrams

Top Mentioned in G2:
@duanepaulmurph
@70sbachchan
@45bestwords
@egmontinstitute
@0xbecker

Top Mentioned in G3:
@dockimresists
@justmom_ali
@benjalvarez1
@lelenapeacock
@thinkkimthink
@denise_dewald
@sinclairlewis18

Top Mentioned in G4:
@publizistikon
@frankfurtzack
@holgerschindler

Top Mentioned in G5:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G6:
@karl_lauterbach
@frankfurtzack
@potus
@govkathyhochul
@cdcgov
@this0499154500
@vikingrohan
@joecool212
@prof_freedom
@carolyncannu

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

Top Mentioned in G8:
@maldivianrc
@whomaldives

Top Mentioned in G9:
@el_justicierooo
@drelidavid

Top Mentioned in G10:
@regierungbw
@mobileflo
@msi_bw
@maybritillner
@chanasitjonas
@frankfurtzack
@morr_is
@bettitogo
@km_bw
@85ulm

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@viralvideovlogs
@lizditz
@carolmaewy
@wellness4you13
@ketaminh
@llama_strudel
@nakesha_horsey
@illathhassan
@welt

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

Top Tweeters in G2:
@spencerkarter
@fasnix
@i_am_fabs
@joseph_santoro
@duanepaulmurph
@takvera
@falkwussow
@lynncomella
@honkposter
@sweepsmccool

Top Tweeters in G3:
@carolmaewy
@llama_strudel
@nakesha_horsey
@clayreinabq
@thinkkimthink
@ssmunsell
@detroit_rachel
@gailwaldby
@ktynot
@realnorac

Top Tweeters in G4:
@uwewolff966
@hackenstad
@gefrkamnitzer
@connyro_bln
@arrtrad
@beltschazzara
@markrudolph2701
@jurgenpresser
@tini68274439
@frankaskaralius

Top Tweeters in G5:
@mbalter
@schneiderleonid
@hrw
@braincures
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@do_kinder

Top Tweeters in G6:
@delta
@wtol11toledo
@pop_popculture
@kindandunblind
@vikingrohan
@kessy19721
@cdcgov
@prof_freedom
@epi_d_nique
@joecool212

Top Tweeters in G7:
@viralvideovlogs
@nagalandbot
@temsutulaimsong
@airnews_kohima
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima
@outbreak_india
@sashiwapang

Top Tweeters in G8:
@illathhassan
@waddeyali
@adam_funama
@amnashath
@mnadhym
@sharaff__
@iqbaalahmed20
@shaaxibrahim
@mimaniq53
@aadhil69

Top Tweeters in G9:
@abbavitch
@cuiladron
@jedi4justice
@miami_fl786
@nalan121
@ajuk29
@rx170
@okramar
@rahul69396512
@mishtee69

Top Tweeters in G10:
@fischblog
@naturbergmensch
@susannesorglos9
@regierungbw
@fraufuchs5
@fraurektorin
@maybritillner
@85ulm
@ano04188476
@morr_is


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