#FlattenTheCurve, Twitter, 1/31/2022 11:13:22 AM, 271012


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#FlattenTheCurve_2022-01-31_01-51-45.xlsx
#FlattenTheCurve_2022-01-31_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3raIFbw
@frankfurtzack
@publizistikon
@this0499154500
@karl_lauterbach
@markus_soeder
@psch27389151
@tinchen1506
@vollderhase
@holgerschindler
@schleiereule13

Top hashtags:
#flattenthecurve
#covid19
#doyourpart

Description:
Description
The graph represents a network of 1,184 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, 31 January 2022 at 09:53 UTC.

The requested start date was Monday, 31 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, 8-minute period from Monday, 17 January 2022 at 01:06 UTC to Friday, 28 January 2022 at 12:14 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 : 1184
Unique Edges : 586
Edges With Duplicates : 2437
Total Edges : 3023
Number of Edge Types : 5
Retweet : 712
MentionsInRetweet : 795
Tweet : 730
Replies to : 144
Mentions : 642
Self-Loops : 741
Reciprocated Vertex Pair Ratio : 0.0101522842639594
Reciprocated Edge Ratio : 0.0201005025125628
Connected Components : 318
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 318
Maximum Edges in a Connected Component : 703
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.115245
Graph Density : 0.000710373306527153
Modularity : 0.35196
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,184 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, 31 January 2022 at 09:53 UTC.

The requested start date was Monday, 31 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, 8-minute period from Monday, 17 January 2022 at 01:06 UTC to Friday, 28 January 2022 at 12:14 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:
[5] https://www.twitch.tv/nezuryu
[5] https://www.corona-impftermin-mv.de/
[4] https://www.instagram.com/accounts/login/
[2] https://www.n-tv.de/wissen/Wie-sich-Adipositas-auf-Covid-19-auswirkt-article23087319.html
[2] https://twitter.com/sbernsteinmd/status/1485497789895233536
[2] https://twitter.com/SeibtNaomi/status/1486232981182337025?s=20
[2] https://www.egmontinstitute.be/publications/
[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/doubtmeister/status/1486243635670794242
[1] https://twitter.com/NFL/status/1485457480259817473?s=20
[1] https://twitter.com/Nomine_Justitae/status/1483116127404367875
[1] https://twitter.com/_donalphonso/status/1483527859620753408

Top URLs in Tweet in G2:
[2] https://www.instagram.com/accounts/login/
[2] https://www.egmontinstitute.be/publications/
[1] https://twitter.com/jmwilson161202/status/1482594908657819648
[1] https://toyeenbalogun.blogspot.com
[1] https://twitter.com/kadeybjschultz/status/1482870189310070789
[1] https://twitter.com/KopietzAndreas/status/1483125748735094786
[1] https://twitter.com/Tagesspiegel/status/1483124332054425600
[1] https://nos.nl/artikel/2413501-onderzoekers-2g-en-3g-hebben-nu-nauwelijks-effect
[1] https://twitter.com/neythomas/status/1483370546205282304
[1] https://t75hannover.tumblr.com/post/673731125001306112/t%C3%A4gliche-routine-nach-dienstreisen#_=_

Top URLs in Tweet in G4:
[1] https://twitter.com/DiakonieRWL/status/1485630485695025156
[1] https://twitter.com/Der_Waeller/status/1485219263552098308
[1] https://twitter.com/risklayer/status/1483934795503910912?s=20
[1] https://twitter.com/Michael_Kunz/status/1484127653439455238?s=20
[1] https://twitter.com/Michael_Kunz/status/1483037655143260164
[1] https://twitter.com/risklayer/status/1483218618481799170?s=20
[1] https://twitter.com/Michael_Kunz/status/1482992947696218116?s=20
[1] https://twitter.com/Michael_Kunz/status/1483176379776704528?s=20
[1] https://twitter.com/threadreaderapp/status/1483537491282075655?s=20
[1] https://twitter.com/Chrissip81/status/1483530185756577795

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/interactive/2020/us/covid-hospitals-near-you.html
[1] https://twitter.com/YoYo_Ma/status/1486406269464420354
[1] https://twitter.com/NatalieGrams/status/1486586225121284102
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270415
[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/timesofindia/status/1483415277266419716
[1] https://twitter.com/TFruehmark/status/1484047796764385281

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1310] flattenthecurve
[320] covid19
[197] doyourpart
[181] togetherwecan
[174] mabopane
[93] coronakrise
[90] vereeniging
[85] alwaysbecareful
[83] nagalandagainstcovid
[80] nagaland



Top Hashtags in Tweet in G1:
[27] flattenthecurve
[12] 2gplus
[9] durchseuchungjetzt
[5] mpk
[3] omikron
[2] italien
[2] inzidenz
[2] coronakrise
[2] stayathome
[2] zerocovid

Top Hashtags in Tweet in G2:
[223] flattenthecurve
[84] covid19
[26] coronavirus
[19] covid_19
[16] socialdistancing
[15] omicron
[14] stayhome
[13] stayhomestaysafe
[12] physicaldistancing
[11] stayathome

Top Hashtags in Tweet in G3:
[93] flattenthecurve
[89] coronakrise
[2] 2gplus
[1] lockdown

Top Hashtags in Tweet in G4:
[27] servicetweet
[27] innenräumen
[27] maske
[27] aerosole
[10] flattenthecurve
[9] corona
[6] twlz
[6] leisewirdsichtbar
[4] impfenschuetzt
[3] nurgemeinsam

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

Top Hashtags in Tweet in G6:
[22] flattenthecurve
[4] covid19
[4] togetherwecan
[3] wearamask
[2] newyork
[2] gogetboosted
[1] beautiful
[1] increasethecurve
[1] oddeven
[1] stopthespread

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

Top Hashtags in Tweet in G8:
[31] flattenthecurve
[30] corona
[30] stayathome
[1] flattentheearth

Top Hashtags in Tweet in G9:
[176] togetherwecan
[163] flattenthecurve
[150] covid19
[83] nagalandagainstcovid
[80] nagaland
[40] nagalandagainstcovid19
[18] covid
[1] largestvaccinedrive

Top Hashtags in Tweet in G10:
[6] flattenthecurve
[2] durchseuchung
[1] kollateralschäden
[1] uk
[1] distanzunterricht

Top Words
Top Words in Tweet in Entire Graph:
[1310] #flattenthecurve
[677] station
[391] train
[342] next
[332] die
[331] stopping
[321] departed
[320] #covid19
[293] pretoria
[208] 2022

Top Words in Tweet in G1:
[174] frankfurtzack
[155] die
[152] man
[111] jahr
[111] bezahlen
[110] ausgaben
[110] allein
[110] bürgertests
[110] dezember
[110] 15

Top Words in Tweet in G2:
[223] #flattenthecurve
[84] #covid19
[26] #coronavirus
[20] zwerenberg
[19] #covid_19
[18] cases
[17] days
[16] #socialdistancing
[16] life
[15] stay

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

Top Words in Tweet in G4:
[31] doc_ontherocks
[29] lasst
[27] #servicetweet
[27] bitte
[27] #innenräumen
[27] eure
[27] #maske
[27] #aerosole
[27] bleiben
[27] stunden

Top Words in Tweet in G5:
[9] gretathunberg
[7] school
[7] strike
[7] week
[7] #climatestrikeonline
[6] #flattenthecurve
[5] #fridaysforfuture
[5] #schoolstrike4climate
[4] 104
[4] climate

Top Words in Tweet in G6:
[22] #flattenthecurve
[11] die
[8] potus
[8] karl_lauterbach
[5] full
[4] icus
[4] govkathyhochul
[4] times
[4] nodexl
[4] frankfurtzack

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:
[31] solidarisch
[31] #flattenthecurve
[30] schmanle
[30] zwei
[30] jahren
[30] kam
[30] #corona
[30] deutschland
[30] damals
[30] waren

Top Words in Tweet in G9:
[203] january
[200] 2022
[176] #togetherwecan
[163] #flattenthecurve
[150] #covid19
[122] status
[111] healthnagaland
[88] fresh
[88] positive
[86] recoveries

Top Words in Tweet in G10:
[6] die
[6] #flattenthecurve
[4] länger
[3] weitere
[3] regierungbw
[3] betreiben
[2] 85ulm
[2] swraktuellbw
[2] war
[2] #durchseuchung

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[331] next,stopping
[331] stopping,station
[292] station,next
[197] january,2022
[190] #flattenthecurve,#doyourpart
[171] #mabopane,train
[117] jahr,bezahlen
[116] ausgaben,allein
[116] allein,die
[116] die,bürgertests

Top Word Pairs in Tweet in G1:
[111] jahr,bezahlen
[110] ausgaben,allein
[110] allein,die
[110] die,bürgertests
[110] bürgertests,dezember
[110] dezember,man
[110] man,15
[110] 15,000
[110] 000,intensivpflegekräfte
[110] intensivpflegekräfte,jahr

Top Word Pairs in Tweet in G2:
[33] #covid19,#flattenthecurve
[13] #covid19,#covid_19
[12] help,#flattenthecurve
[11] cases,declined
[11] declined,stay
[11] stay,aware
[11] aware,use
[11] use,caution
[11] caution,#covid19
[11] #flattenthecurve,#stayathome

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

Top Word Pairs in Tweet in G4:
[27] #servicetweet,bitte
[27] bitte,lasst
[27] lasst,#innenräumen
[27] #innenräumen,eure
[27] eure,#maske
[27] #maske,#aerosole
[27] #aerosole,bleiben
[27] bleiben,stunden
[27] stunden,luft
[26] doc_ontherocks,#servicetweet

Top Word Pairs in Tweet in G5:
[7] school,strike
[7] strike,week
[4] week,104
[4] 104,climate
[4] climate,crisis
[4] crisis,doesn
[4] doesn,go
[4] go,summer
[4] summer,holiday
[4] holiday,keep

Top Word Pairs in Tweet in G6:
[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] speak,americans
[3] #togetherwecan,#wearamask

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:
[30] zwei,jahren
[30] jahren,kam
[30] kam,#corona
[30] #corona,deutschland
[30] deutschland,damals
[30] damals,waren
[30] waren,solidarisch
[30] solidarisch,#flattenthecurve
[30] #flattenthecurve,#stayathome
[30] #stayathome,heute

Top Word Pairs in Tweet in G9:
[197] january,2022
[96] healthnagaland,#covid19
[96] #flattenthecurve,#togetherwecan
[88] fresh,positive
[80] bulletin,#nagaland
[78] 2022,dimapur
[74] #nagaland,status
[52] 19,bulletin
[52] dipr_nagaland,airnews_kohima
[52] airnews_kohima,ddnewskohima

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

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@marioberky
@psholstein
@drelidavid
@lescholzo
@markus_soeder
@welt
@stagerbn
@c_holler
@naechsterunde

Top Replied-To in G1:
@markus_soeder
@jesseventura86
@holmenkollin
@cturzer
@jens_140081
@elon49943563

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

Top Replied-To in G4:
@black_nose_ffz

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

Top Replied-To in G6:
@potus
@phsteffen
@neuro24de
@wtol11toledo

Top Replied-To in G8:
@schmanle

Top Replied-To in G10:
@85ulm
@swraktuellbw
@naturbergmensch
@dogta_es
@meikell56

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

Top Mentioned in G1:
@frankfurtzack
@markus_soeder
@holmenkollin
@elon49943563
@cturzer
@publizistikon
@nataliegrams
@dehoga_bv
@holgerschindler
@cunnize

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

Top Mentioned in G3:
@publizistikon
@frankfurtzack

Top Mentioned in G4:
@doc_ontherocks
@michael_kunz
@black_nose_ffz
@guel_hasan

Top Mentioned in G5:
@gretathunberg
@fridays4future
@michaelemann
@patriciakombo
@elijahmckenzee
@jpvanypersele
@vanessa_vash
@fff_nyc_
@calcalistech
@ginamccarthy46

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

Top Mentioned in G7:
@maldivianrc
@whomaldives

Top Mentioned in G8:
@schmanle

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

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

Top Tweeters
Top Tweeters in Entire Graph:
@69nicebot69
@davidbewart
@jfsebastian146
@biofares
@illathhassan
@welt
@telegraph
@michael_kunz
@mtnbvan
@dngr_dave

Top Tweeters in G1:
@besorgtebrgeri2
@elisabethtobler
@stoergroessem
@johannes135
@topchan_andrij
@gedanken_denker
@yp142
@jens_140081
@mk2000
@countsilvius

Top Tweeters in G2:
@agargmd
@i_am_fabs
@duanepaulmurph
@spitzingsattel
@firedingo
@frydewelt
@egmontegon
@89vwgolf
@aurania101
@krishnafred

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

Top Tweeters in G4:
@michael_kunz
@marie_laveau_
@bot_twlehrerz
@catinchief
@ichbinschoener
@donner_mizzi
@danintown
@topptina
@marymueller1904
@andreas_esch

Top Tweeters in G5:
@fffbot1
@michaelemann
@greennewsreport
@johnmoralesnbc6
@robertscribbler
@cclsvn
@junagarhmedia
@climateguyw
@greenhousecomms
@822cru

Top Tweeters in G6:
@wtol11toledo
@maslowsneeds
@vikingrohan
@kessy19721
@dsoq
@prof_freedom
@joecool212
@neuro24de
@nycmayor
@sdslayer100

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

Top Tweeters in G8:
@andreas__nagel
@rannilein
@che666th70
@azetbur
@matthau63
@kernelpanic
@mpirklbauer
@asinaaurea
@carstenpaul1982
@juliathom12

Top Tweeters in G9:
@69nicebot69
@nagalandbot
@temsutulaimsong
@airnews_kohima
@nixxnikonmehta
@morungexpress05
@pibkohima
@outbreak_india
@aruntiw00195174
@mygovnagaland

Top Tweeters in G10:
@swraktuellbw
@naturbergmensch
@susannesorglos9
@regierungbw
@fraufuchs5
@maybritillner
@85ulm
@morr_is
@bettitogo
@mobileflo


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