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#FlattenTheCurve_2022-01-24_01-51-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3nRNB37
@frankfurtzack
@publizistikon
@this0499154500
@potus
@85ulm
@karl_lauterbach
@regierungbw
@pop_popculture
@totalgesund
@lovelyhater4u

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

Description:
Description
The graph represents a network of 2,145 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, 24 January 2022 at 09:53 UTC.

The requested start date was Monday, 24 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 11-day, 11-hour, 0-minute period from Monday, 10 January 2022 at 01:12 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 : 2145
Unique Edges : 752
Edges With Duplicates : 4291
Total Edges : 5043
Number of Edge Types : 5
Replies to : 159
Retweet : 1629
MentionsInRetweet : 1728
Tweet : 810
Mentions : 717
Self-Loops : 823
Reciprocated Vertex Pair Ratio : 0.00366108786610879
Reciprocated Edge Ratio : 0.00729546638874414
Connected Components : 384
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 1038
Maximum Edges in a Connected Component : 2221
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.652706
Graph Density : 0.000417275510559093
Modularity : 0.372091
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,145 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, 24 January 2022 at 09:53 UTC.

The requested start date was Monday, 24 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 11-day, 11-hour, 0-minute period from Monday, 10 January 2022 at 01:12 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
[3] https://www.flattenthecurve.com/
[2] https://www.youtube.com/watch?v=7f5LyASYoik&feature=youtu.be

[2] https://bgr-eisenach.de/

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
[1] https://twitter.com/FrankfurtZack/status/1480119917902970880?s=20

Top URLs in Tweet in G2:
[4] https://twitter.com/AliceDreger/status/1480710375200993287
[3] https://www.instagram.com/accounts/login/
[2] https://twitter.com/edyong209/status/1479453586308444164
[2] https://twitter.com/alicedreger/status/1480710375200993287
[2] https://www.egmontinstitute.be/publications/
[2] https://toyeenbalogun.blogspot.com
[1] https://twitter.com/EM_RESUS/status/1480374131979919367
[1] https://wchstv.com/news/local/new-coronavirus-cases-top-4000-for-three-consecutive-days
[1] https://twitter.com/matt_barrie/status/1480421396266164229
[1] https://twitter.com/s3spandau/status/1480296576828551179

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://twitter.com/TFruehmark/status/1484047796764385281
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270250
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269767
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270191
[1] https://twitter.com/timesofindia/status/1483415277266419716
[1] https://twitter.com/jeannierocket/status/1480915402683207687
[1] https://twitter.com/DrLeanaWen/status/1239562690944815116?s=20
[1] https://twitter.com/KindAndUnblind/status/1483066698592890884
[1] https://twitter.com/ashishkjha/status/1481112132167028743

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G7:
[1] https://twitter.com/puls24news/status/1480605688975998981

Top URLs in Tweet in G9:
[1] https://t.co/Z4LylogiTR
[1] https://twitter.com/maldivianrc/status/1483002730805624836

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

Top Domains
Top Domains in Tweet in Entire Graph:
[138] twitter.com
[16] youtube.com
[12] swarmapp.com
[10] scitechdaily.com
[6] twitch.tv
[5] corona-impftermin-mv.de
[4] wordpress.com
[4] nodexlgraphgallery.org
[4] snohd.org
[3] instagram.com

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

Top Domains in Tweet in G2:
[69] twitter.com
[12] swarmapp.com
[4] youtube.com
[4] wordpress.com
[3] instagram.com
[2] egmontinstitute.be
[2] blogspot.com
[1] wchstv.com
[1] washingtonpost.com
[1] statnews.com

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:
[8] twitter.com
[4] nodexlgraphgallery.org

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

Top Domains in Tweet in G7:
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1585] flattenthecurve
[357] covid19
[230] togetherwecan
[175] doyourpart
[145] mabopane
[119] nagalandagainstcovid
[108] wearamask
[98] covidsurge
[96] vereeniging
[94] 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:
[274] flattenthecurve
[72] covid19
[20] omicron
[18] stayhome
[13] coronavirus
[13] stayhomestaysafe
[13] stayathome
[12] stopthespread
[11] socialdistancing
[11] staynotathome

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:
[105] flattenthecurve
[93] coronakrise
[2] 2gplus
[2] italien
[2] omikron
[2] inzidenz
[1] intensivstationen
[1] freedomday

Top Hashtags in Tweet in G5:
[36] flattenthecurve
[4] covid19
[4] togetherwecan
[4] wearamask
[1] neuinfektionen
[1] pcr
[1] test
[1] leralla
[1] omikronwand
[1] oddeven

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:
[1] allestunwasunsmöglichist
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[225] togetherwecan
[221] flattenthecurve
[188] covid19
[119] nagalandagainstcovid
[94] nagaland
[42] nagalandagainstcovid19
[22] covid
[7] unite2fightcorona
[5] australia
[3] largestvaccinedrive

Top Hashtags in Tweet in G9:
[37] covid19
[4] flattenthecurve
[2] vaccineswork

Top Hashtags in Tweet in G10:
[24] flattenthecurve
[22] australia

Top Words
Top Words in Tweet in Entire Graph:
[1585] #flattenthecurve
[916] frankfurtzack
[777] man
[777] wieder
[774] tests
[772] tag
[770] geld
[768] guten
[767] morgen
[766] gerstern

Top Words in Tweet in G1:
[864] frankfurtzack
[737] tag
[736] geld
[736] tests
[733] wieder
[732] guten
[732] morgen
[732] gerstern
[732] man
[732] welches

Top Words in Tweet in G2:
[274] #flattenthecurve
[72] #covid19
[22] curve
[22] zwerenberg
[20] #omicron
[19] die
[19] stay
[18] #stayhome
[17] covid
[16] cases

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:
[105] #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:
[36] #flattenthecurve
[8] frankfurtzack
[7] die
[6] karl_lauterbach
[6] cool
[5] fixed
[5] prof_freedom
[5] govkathyhochul
[4] nodexl
[4] vikingrohan

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:
[36] bäumen
[36] kinder
[36] pädagoginnen
[36] unserer
[36] kraft
[36] gegen
[36] virus
[36] nehmen
[35] andibabler

Top Words in Tweet in G8:
[242] january
[240] 2022
[225] #togetherwecan
[221] #flattenthecurve
[188] #covid19
[156] healthnagaland
[146] status
[119] #nagalandagainstcovid
[105] fresh
[105] positive

Top Words in Tweet in G9:
[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 G10:
[24] #flattenthecurve
[23] drelidavid
[22] congratulation
[22] #australia
[22] thanks
[22] vaccine
[22] managed
[21] el_justicierooo

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:
[732] guten,morgen
[732] morgen,gerstern
[732] gerstern,man
[732] man,geld
[732] geld,welches
[732] welches,tag
[732] tag,tests
[732] tests,ausgegeben
[732] ausgegeben,wieder
[732] wieder,2000

Top Word Pairs in Tweet in G2:
[37] #covid19,#flattenthecurve
[11] walking,runde
[11] runde,zwerenberg
[11] schwarzwald,#flattenthecurve
[11] #flattenthecurve,#staynotathome
[11] cases,declined
[11] declined,stay
[11] stay,aware
[11] aware,use
[11] 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:
[5] fixed,#flattenthecurve
[4] #flattenthecurve,nodexl
[4] nodexl,frankfurtzack
[4] top,hashtags
[4] hashtags,#flattenthecurve
[4] #flattenthecurve,#covid19
[4] cool,cool
[3] ianmsc,fixed
[3] frankfurtzack,guten
[3] guten,morgen

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:
[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 G8:
[237] january,2022
[129] healthnagaland,#covid19
[123] #flattenthecurve,#togetherwecan
[105] fresh,positive
[94] bulletin,#nagaland
[92] 2022,dimapur
[89] #nagaland,status
[60] #togetherwecan,#flattenthecurve
[59] 19,bulletin
[57] #covid19,status

Top Word Pairs in Tweet in G9:
[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 G10:
[22] drelidavid,congratulation
[22] congratulation,#australia
[22] #australia,thanks
[22] thanks,vaccine
[22] vaccine,managed
[22] managed,#flattenthecurve
[21] el_justicierooo,drelidavid

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
@ecmokaragianni1
@martinwaltherdd

Top Replied-To in G3:
@dockimresists

Top Replied-To in G5:
@deframing1
@ianmsc
@prof_freedom
@muka_taulant
@neuro24de
@drleanawen
@kindandunblind
@coronawarnapp
@danyshin
@rki_de

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G10:
@drelidavid

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
@ken_sugar
@70sbachchan
@45bestwords
@egmontinstitute
@0xbecker

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

Top Mentioned in G4:
@publizistikon
@frankfurtzack
@siegfried_mayer
@holgerschindler

Top Mentioned in G5:
@frankfurtzack
@karl_lauterbach
@govkathyhochul
@vikingrohan
@joecool212
@potus
@prof_freedom
@this0499154500
@carolyncannu
@kindandunblind

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

Top Mentioned in G7:
@andibabler

Top Mentioned in G8:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G9:
@maldivianrc
@whomaldives

Top Mentioned in G10:
@el_justicierooo
@drelidavid

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
@ken_sugar
@duanepaulmurph
@takvera
@falkwussow
@lynncomella
@honkposter

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
@in_rol_0815
@beltschazzara
@markrudolph2701
@jurgenpresser
@tini68274439

Top Tweeters in G5:
@wellness4you13
@melaniesdavis
@shera_persists
@maslowsneeds
@kindandunblind
@chefofmembers
@f45roger
@vikingrohan
@kessy19721
@prof_freedom

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

Top Tweeters in G7:
@landaudaniel
@june26jasmine
@creation_2011
@mertinsk
@snowbootslove
@kremlten
@_evalein
@andrea95115861
@karlmladek
@linksfunk

Top Tweeters in G8:
@viralvideovlogs
@nagalandbot
@temsutulaimsong
@airnews_kohima
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima
@outbreak_india
@sashiwapang

Top Tweeters in G9:
@illathhassan
@waddeyali
@adam_funama
@amnashath
@mnadhym
@sharaff__
@iqbaalahmed20
@shaaxibrahim
@mimaniq53
@aadhil69

Top Tweeters in G10:
@abbavitch
@cuiladron
@jedi4justice
@miami_fl786
@nalan121
@ajuk29
@rx170
@okramar
@rahul69396512
@mishtee69


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