#FlattenTheCurve, Twitter, 1/27/2022 12:07:07 PM, 270738


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#FlattenTheCurve_2022-01-27_03-08-30.xlsx
#FlattenTheCurve_2022-01-27_03-08-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/35j4a1e
@frankfurtzack
@publizistikon
@this0499154500
@85ulm
@lovelyhater4u
@karl_lauterbach
@2006shalina
@regierungbw
@totalgesund
@fraufuchs5

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

Description:
Description
The graph represents a network of 2,035 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 Thursday, 27 January 2022 at 11:11 UTC.

The requested start date was Thursday, 27 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, 9-hour, 29-minute period from Thursday, 13 January 2022 at 02:34 UTC to Wednesday, 26 January 2022 at 12:04 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 : 2035
Unique Edges : 767
Edges With Duplicates : 4209
Total Edges : 4976
Number of Edge Types : 5
Retweet : 1553
MentionsInRetweet : 1696
Mentions : 759
Tweet : 799
Replies to : 169
Self-Loops : 812
Reciprocated Vertex Pair Ratio : 0.00531914893617021
Reciprocated Edge Ratio : 0.0105820105820106
Connected Components : 358
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 1046
Maximum Edges in a Connected Component : 2319
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.488506
Graph Density : 0.000456611076080103
Modularity : 0.360869
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,035 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 Thursday, 27 January 2022 at 11:11 UTC.

The requested start date was Thursday, 27 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, 9-hour, 29-minute period from Thursday, 13 January 2022 at 02:34 UTC to Wednesday, 26 January 2022 at 12:04 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://www.twitch.tv/nezuryu
[5] https://www.corona-impftermin-mv.de/
[4] https://www.egmontinstitute.be/publications/
[3] https://twitter.com/missryley/status/1482363953615454217
[2] https://twitter.com/sbernsteinmd/status/1485497789895233536
[2] https://twitter.com/SeibtNaomi/status/1486232981182337025?s=20
[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
[2] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[1] https://twitter.com/NFL/status/1485457480259817473?s=20
[1] https://twitter.com/TWMCLtd/status/1481913575954391041
[1] https://twitter.com/ergroovt/status/1482279229232455682
[1] https://twitter.com/Nomine_Justitae/status/1483116127404367875

Top URLs in Tweet in G2:
[4] https://www.egmontinstitute.be/publications/
[2] https://www.instagram.com/accounts/login/
[1] https://www.sfchronicle.com/opinion/openforum/article/7-reasons-you-really-don-t-want-omicron-right-16765390.php
[1] https://www.rbdiagnostic.com/
[1] https://www.marketwatch.com/story/goldman-joins-other-big-banks-in-urging-employees-to-work-from-home-amid-omicron-surge-11641165665
[1] https://twitter.com/pash22/status/1481648567202713607
[1] https://m.tiktok.com/v/7050566932986236207.html?_d=secCgYIASAHKAESPgo84Gda4fZgcxOubrq4rWIP2Ur0LLz9tpqWGFxcgawR9bYVHeUalbm%2BFccGC3dJjWVQwoKXcDWxR1GKDp8OGgA%3D&checksum=2655aaa238b426dfcf2d84f9916987eee083c91a9d4f897afe4c280eaf343c3b&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAFX2geryjNxnf1UiRm1kx8PBfNmZ-kghuO6A0EmwEZSFpan2cF4kZQK-h664HPfTo&share_app_id=1233&share_item_id=7050566932986236207&share_link_id=D6F9CC58-E7DB-46CC-A560-101C28ED97E1&source=h5_m×tamp=1642130342&tt_from=twitter&u_code=dc07eb03l5fli4&user_id=6815764262075778054&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[1] https://twitter.com/govinslee/status/1481777617426550786
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfVn1RxRagbc&q=EgS4SO-bGNL7yY8GIhBV8gieaQrX7axXy8dAos5TMgFy
[1] https://shrinke.me/CBJ3

Top URLs in Tweet in G3:
[1] https://twitter.com/_donalphonso/status/1483527859620753408

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G7:
[1] https://t.co/Z4LylogiTR
[1] https://twitter.com/maldivianrc/status/1483002730805624836

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270415
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270191
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270250
[1] https://twitter.com/timesofindia/status/1483415277266419716
[1] https://twitter.com/TFruehmark/status/1484047796764385281
[1] https://twitter.com/KindAndUnblind/status/1483066698592890884

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1592] flattenthecurve
[377] covid19
[233] togetherwecan
[200] doyourpart
[170] mabopane
[112] nagalandagainstcovid
[98] nagaland
[93] coronakrise
[92] vereeniging
[85] alwaysbecareful



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

Top Hashtags in Tweet in G2:
[266] flattenthecurve
[92] covid19
[32] coronavirus
[21] stayhome
[19] omicron
[18] socialdistancing
[17] stayhomestaysafe
[14] covid
[13] staynotathome
[13] stayathome

Top Hashtags in Tweet in G3:
[105] flattenthecurve
[91] coronakrise
[2] 2gplus
[2] italien
[2] omikron
[2] inzidenz
[1] lockdown
[1] intensivstationen
[1] freedomday

Top Hashtags in Tweet in G4:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G5:
[12] climatestrikeonline
[8] schoolstrike4climate
[7] flattenthecurve
[6] fridaysforfuture
[6] fightfor1point5
[5] facetheclimateemergency
[4] firedrillfriday
[4] nofear
[4] unitebehindthescience
[4] globalclimatejustice

Top Hashtags in Tweet in G6:
[228] togetherwecan
[215] flattenthecurve
[191] covid19
[112] nagalandagainstcovid
[98] nagaland
[45] nagalandagainstcovid19
[23] covid
[7] unite2fightcorona
[5] australia
[1] largestvaccinedrive

Top Hashtags in Tweet in G7:
[37] covid19
[4] flattenthecurve
[2] vaccineswork

Top Hashtags in Tweet in G8:
[21] flattenthecurve
[4] covid19
[4] togetherwecan
[3] wearamask
[1] increasethecurve
[1] oddeven
[1] stopthespread
[1] omicron
[1] omikronwand
[1] neuinfektionen

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

Top Hashtags in Tweet in G10:
[15] flattenthecurve
[14] zerocovid
[1] dolookup

Top Words
Top Words in Tweet in Entire Graph:
[1592] #flattenthecurve
[961] frankfurtzack
[823] man
[812] tests
[812] wieder
[806] tag
[804] geld
[803] guten
[802] morgen
[800] gerstern

Top Words in Tweet in G1:
[880] frankfurtzack
[759] tag
[758] geld
[758] tests
[755] man
[754] guten
[754] morgen
[754] gerstern
[754] welches
[754] ausgegeben

Top Words in Tweet in G2:
[266] #flattenthecurve
[92] #covid19
[32] #coronavirus
[26] zwerenberg
[21] #stayhome
[21] cases
[21] stay
[19] curve
[19] #omicron
[19] die

Top Words in Tweet in G3:
[105] #flattenthecurve
[93] überhaupt
[93] mehr
[91] gibt
[91] #coronakrise
[91] keine
[91] zielmarken
[91] stand
[91] anfang
[91] später

Top Words in Tweet in G4:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G5:
[17] gretathunberg
[12] school
[12] strike
[12] week
[12] #climatestrikeonline
[9] 65
[9] trees
[9] life
[9] need
[9] survive

Top Words in Tweet in G6:
[249] january
[245] 2022
[228] #togetherwecan
[215] #flattenthecurve
[191] #covid19
[152] healthnagaland
[150] status
[112] #nagalandagainstcovid
[108] fresh
[108] positive

Top Words in Tweet in G7:
[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 G8:
[21] #flattenthecurve
[8] die
[7] karl_lauterbach
[6] frankfurtzack
[5] potus
[5] govkathyhochul
[4] nodexl
[4] this0499154500
[4] vikingrohan
[4] prof_freedom

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:
[15] #flattenthecurve
[14] #zerocovid
[6] pandemic
[5] measures
[3] short
[3] term
[3] strategy
[3] never
[3] optimal
[3] disaster

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

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

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

Top Word Pairs in Tweet in G3:
[92] mehr,#flattenthecurve
[91] gibt,#coronakrise
[91] #coronakrise,überhaupt
[91] überhaupt,keine
[91] keine,zielmarken
[91] zielmarken,mehr
[91] #flattenthecurve,stand
[91] stand,anfang
[91] anfang,später
[91] später,jeder

Top Word Pairs in Tweet in G4:
[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

Top Word Pairs in Tweet in G5:
[12] school,strike
[12] strike,week
[9] week,65
[9] 65,trees
[9] trees,life
[9] life,need
[9] need,survive
[9] survive,#climatestrikeonline
[9] #climatestrikeonline,gretathunberg
[8] patriciakombo,school

Top Word Pairs in Tweet in G6:
[242] january,2022
[126] healthnagaland,#covid19
[122] #flattenthecurve,#togetherwecan
[108] fresh,positive
[98] bulletin,#nagaland
[95] 2022,dimapur
[91] #nagaland,status
[61] #togetherwecan,#flattenthecurve
[61] 19,bulletin
[59] dipr_nagaland,airnews_kohima

Top Word Pairs in Tweet in G7:
[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 G8:
[4] #flattenthecurve,nodexl
[4] nodexl,frankfurtzack
[4] frankfurtzack,this0499154500
[4] this0499154500,vikingrohan
[4] top,hashtags
[4] hashtags,#flattenthecurve
[4] #flattenthecurve,#covid19
[4] #covid19,#togetherwecan
[3] #togetherwecan,#wearamask
[2] vikingrohan,publizistikon

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:
[3] short,term
[3] marioberky,tom_fowdy
[2] devisridhar,#flattenthecurve
[2] #flattenthecurve,short
[2] term,strategy
[2] strategy,never
[2] never,optimal
[2] optimal,disaster
[2] disaster,brought
[2] #zerocovid,policy

Top Replied-To
Top Replied-To in Entire Graph:
@marioberky
@psholstein
@nataliegrams
@lescholzo
@markus_soeder
@welt
@stagerbn
@c_holler
@shomburg
@frankfurtzack

Top Replied-To in G1:
@frankfurtzack
@cturzer
@holmenkollin

Top Replied-To in G3:
@welt
@lrl05644758
@wagenmehr

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@jeromefosterii
@matovu_bob
@gretathunberg
@climateguyw

Top Replied-To in G8:
@phsteffen
@neuro24de
@potus
@wtol11toledo
@kindandunblind

Top Replied-To in G9:
@drelidavid

Top Replied-To in G10:
@marioberky
@drkate_miller
@drericding
@kanagalingam
@fedprom
@byaialele1
@chrisruecon
@sizemichael
@annesteedman
@devisridhar

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

Top Mentioned in G1:
@frankfurtzack
@nataliegrams
@markus_soeder
@dehoga_bv

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

Top Mentioned in G3:
@publizistikon
@frankfurtzack
@thommy_leee
@holgerschindler

Top Mentioned in G4:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G5:
@gretathunberg
@patriciakombo
@fridays4future
@michaelemann
@extinctionr
@fffmapa
@transitionface
@elijahmckenzee
@jpvanypersele
@vanessa_vash

Top Mentioned in G6:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G7:
@maldivianrc
@whomaldives

Top Mentioned in G8:
@karl_lauterbach
@frankfurtzack
@govkathyhochul
@this0499154500
@vikingrohan
@potus
@prof_freedom
@carolyncannu
@joecool212
@publizistikon

Top Mentioned in G9:
@el_justicierooo
@drelidavid

Top Mentioned in G10:
@tom_fowdy
@slaven000
@devisridhar
@carlitosonchina
@jdcmedlock
@elonmusk
@anlinwang
@enn_nafnlaus
@lazyfred1971

Top Tweeters
Top Tweeters in Entire Graph:
@69nicebot69
@davidbewart
@viralvideovlogs
@lizditz
@illathhassan
@welt
@henne38
@eigensinn83
@telegraph
@michael_kunz

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

Top Tweeters in G2:
@i_am_fabs
@joseph_santoro
@duanepaulmurph
@spitzingsattel
@falkwussow
@frydewelt
@egmontegon
@89vwgolf
@anja_witt
@magisternavis

Top Tweeters in G3:
@welt
@uwewolff966
@hackenstad
@gefrkamnitzer
@connyro_bln
@arrtrad
@beltschazzara
@markrudolph2701
@jurgenpresser
@tini68274439

Top Tweeters in G4:
@mbalter
@schneiderleonid
@hrw
@braincures
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@do_kinder

Top Tweeters in G5:
@fffbot1
@ingramglynis
@michaelemann
@endelstamberg
@greennewsreport
@johnmoralesnbc6
@reineraberja
@robertscribbler
@cclsvn
@junagarhmedia

Top Tweeters in G6:
@69nicebot69
@viralvideovlogs
@nagalandbot
@temsutulaimsong
@airnews_kohima
@nixxnikonmehta
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima

Top Tweeters in G7:
@illathhassan
@waddeyali
@adam_funama
@amnashath
@mnadhym
@sharaff__
@iqbaalahmed20
@shaaxibrahim
@mimaniq53
@aadhil69

Top Tweeters in G8:
@wtol11toledo
@maslowsneeds
@kindandunblind
@vikingrohan
@kessy19721
@prof_freedom
@joecool212
@neuro24de
@nycmayor
@eyethink4myself

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

Top Tweeters in G10:
@fedprom
@chrisruecon
@drericding
@tom_fowdy
@marioberky
@jdcmedlock
@enn_nafnlaus
@lazyfred1971
@drkate_miller
@anlinwang


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