#FlattenTheCurve, Twitter, 12/4/2022 10:36:58 AM, 285472


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#FlattenTheCurve_2022-12-04_01-42-47.xlsx
#FlattenTheCurve_2022-12-04_01-42-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3EXaHgp
@quasselette
@tine_sommerkind
@sonjabastin
@13myri
@pittroff7069
@mrsmertes
@elon49943563
@lhippiemaedchen
@zdfheute
@armewurst0815

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#stayathome

Description:
Description
The graph represents a network of 587 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, 04 December 2022 at 09:43 UTC.

The requested start date was Sunday, 04 December 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 12-day, 8-hour, 1-minute period from Sunday, 20 November 2022 at 04:14 UTC to Friday, 02 December 2022 at 12:15 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 : 587
Unique Edges : 138
Edges With Duplicates : 1030
Total Edges : 1168
Number of Edge Types : 5
Retweet : 444
MentionsInRetweet : 459
Tweet : 102
Replies to : 52
Mentions : 111
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.00555555555555556
Reciprocated Edge Ratio : 0.0110497237569061
Connected Components : 74
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 402
Maximum Edges in a Connected Component : 832
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.62789
Graph Density : 0.00157857097173689
Modularity : 0.393726
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 587 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, 04 December 2022 at 09:43 UTC.

The requested start date was Sunday, 04 December 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 12-day, 8-hour, 1-minute period from Sunday, 20 November 2022 at 04:14 UTC to Friday, 02 December 2022 at 12:15 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:
[2] https://twitter.com/SonjaBastin/status/1598340063611559937
[2] https://www.coviz.org/e2b/2022-12-01/
[2] https://twitter.com/SonjaBastin/status/1598218143436263426
[2] https://gogetfunding.com/healthy-food-jobs-for-underserved-communities/
[2] https://www.springermedizin.de/mk-im
[2] https://chng.it/JYxdz7pHHZ
[2] https://www.change.org/p/united-nations-free-fridays-for-the-future?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=5e9dec30-2864-11ea-92d1-d521bbe0beef
[1] https://twitter.com/BundesamtBAG/status/1595086252558405632
[1] https://twitter.com/DanGertrudes/status/1598169550436331520
[1] https://www.coviz.org/e2b/2022-12-02/

Top URLs in Tweet in G1:
[1] https://twitter.com/RWittenbrink/status/1596076618040356865

Top URLs in Tweet in G2:
[1] https://twitter.com/Tine_Sommerkind/status/1597219505750822912

Top URLs in Tweet in G3:
[2] https://twitter.com/SonjaBastin/status/1598218143436263426
[1] http://ep.weser-kurier.de/weserkurier
[1] https://twitter.com/Karl_Lauterbach/status/1598347626130411524
[1] https://twitter.com/BundesamtBAG/status/1595086252558405632

Top URLs in Tweet in G4:
[2] https://gogetfunding.com/healthy-food-jobs-for-underserved-communities/
[2] https://twitter.com/SonjaBastin/status/1598340063611559937
[1] https://link.chtbl.com/ABlgHb2r
[1] https://www.gofundme.com/f/cce2c-help-after-hurricane-ian?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[1] https://www.swarmapp.com/c/jptXWLOw6yb
[1] https://www.swarmapp.com/c/lI3WiCwfnNf
[1] https://twitter.com/tomdabassman/status/1597494343035924481
[1] https://animacionparaadultos.es/2020-flattenthecurve-2-3/
[1] https://fundrazr.com/e26pU6?ref=ab_4L31E0Qn5Oo4L31E0Qn5Oo
[1] https://www.kickstarter.com/projects/207358540/sparcebooks-publishing?ref=project_build

Top URLs in Tweet in G9:
[1] https://montrealgazette.com/news/canada/kids-could-die-inside-canadas-struggling-childrens-hospitals

Top URLs in Tweet in G10:
[1] https://twitter.com/JohnFraserOS/status/1593606120207024128

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[267] flattenthecurve
[83] covid19
[26] togetherwecan
[21] stayathome
[18] nagalandagainstcovid
[13] nagaland
[10] covid_19
[10] corona
[9] coronavirus
[7] covid



Top Hashtags in Tweet in G1:
[8] flattenthecurve

Top Hashtags in Tweet in G2:
[62] flattenthecurve

Top Hashtags in Tweet in G3:
[13] flattenthecurve
[5] rsvirus
[2] lebenamlimit
[2] ichhabemitgemacht
[1] ichmacheimmernochmit
[1] genderwahn
[1] fraueniq
[1] wearamask

Top Hashtags in Tweet in G4:
[64] flattenthecurve
[39] covid19
[12] stayathome
[7] corona
[5] saferathome
[5] westayathome
[5] startnext
[5] crowdfundingintroducing
[5] chocolatetastingon
[5] ultahokethalassemiaroke

Top Hashtags in Tweet in G5:
[24] covid19
[24] flattenthecurve
[24] togetherwecan
[16] nagalandagainstcovid
[11] nagaland

Top Hashtags in Tweet in G6:
[12] flattenthecurve
[2] nullcovid
[1] tinahand
[1] liberalmut
[1] karllauterbach
[1] coronajünger
[1] lockdown
[1] china
[1] impfabo
[1] unrecht

Top Hashtags in Tweet in G7:
[3] flattenthecurve
[1] masketragen

Top Hashtags in Tweet in G8:
[4] zerocovid
[3] chinalockdown
[3] flattenthecurve
[2] nocovid
[1] querdenkersindterroristen
[1] stayathome

Top Hashtags in Tweet in G9:
[3] flattenthecurve
[1] covid19
[1] rsv
[1] influenza
[1] maskup
[1] getvaccinated

Top Hashtags in Tweet in G10:
[1] flattenthecurve
[1] mandatemasks

Top Words
Top Words in Tweet in Entire Graph:
[333] kinder
[315] quasselette
[311] eben
[311] kinderkliniken
[311] gibt
[310] hören
[310] intensivbetten
[310] freie
[310] kam
[310] 83

Top Words in Tweet in G1:
[303] quasselette
[301] kinder
[299] kam
[299] gibt
[299] 83
[299] radio
[299] eben
[299] hören
[299] intensivbetten
[299] deutschlandweit

Top Words in Tweet in G2:
[124] deutschland
[62] überlastung
[62] #flattenthecurve
[61] intensivstationen
[61] drohender
[61] zurecht
[60] maxi
[60] tine_sommerkind
[10] kinderkliniken
[9] kinder

Top Words in Tweet in G3:
[33] die
[26] sonjabastin
[19] warum
[18] kontaktbeschränkungen
[18] situation
[17] kinder
[16] eltern
[15] niemand
[14] spricht
[14] evtl

Top Words in Tweet in G4:
[64] #flattenthecurve
[39] #covid19
[13] stay
[12] use
[12] cases
[12] declined
[12] aware
[12] #stayathome
[12] caution
[10] need

Top Words in Tweet in G5:
[24] november
[24] #covid19
[24] status
[24] #togetherwecan
[24] #flattenthecurve
[24] 2022
[16] #nagalandagainstcovid
[15] healthnagaland
[13] positive
[13] death

Top Words in Tweet in G6:
[12] #flattenthecurve
[3] zdfheute
[3] wochen
[3] tagesschau
[2] lese
[2] #nullcovid
[2] mrsmertes

Top Words in Tweet in G7:
[3] #flattenthecurve
[3] karl_lauterbach

Top Words in Tweet in G8:
[5] welt
[4] #zerocovid
[4] verwechseln
[4] stohr_klaus
[3] totalitäre
[3] sinnigen
[3] #flattenthecurve
[3] #chinalockdown
[3] china
[2] #nocovid

Top Words in Tweet in G9:
[3] escalating
[3] doctors
[3] let's
[3] children's
[3] during
[3] crisis
[3] 'kids
[3] die'
[3] canada's
[3] hospitals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] kinder,kinderkliniken
[310] gibt,deutschlandweit
[310] deutschlandweit,hören
[310] freie,intensivbetten
[310] kam,eben
[310] kinderkliniken,gibt
[310] 83,freie
[310] intensivbetten,kinder
[310] eben,83
[310] radio,kam

Top Word Pairs in Tweet in G1:
[299] 83,freie
[299] kinderkliniken,gibt
[299] intensivbetten,kinder
[299] eben,83
[299] radio,kam
[299] kam,eben
[299] kinder,kinderkliniken
[299] freie,intensivbetten
[299] gibt,deutschlandweit
[299] deutschlandweit,hören

Top Word Pairs in Tweet in G2:
[62] #flattenthecurve,deutschland
[61] drohender,überlastung
[61] intensivstationen,zurecht
[61] deutschland,drohender
[61] überlastung,intensivstationen
[61] zurecht,#flattenthecurve
[60] deutschland,maxi
[60] tine_sommerkind,deutschland
[9] kam,eben
[9] freie,intensivbetten

Top Word Pairs in Tweet in G3:
[15] kinder,eltern
[14] die,evtl
[14] situation,kinder
[14] evtl,möglichkeit
[14] spricht,niemand
[14] möglichkeit,kontaktbeschränkungen
[14] warum,spricht
[14] kontaktbeschränkungen,die
[14] niemand,die
[14] die,situation

Top Word Pairs in Tweet in G4:
[37] #covid19,#flattenthecurve
[12] stay,aware
[12] caution,#covid19
[12] use,caution
[12] cases,declined
[12] declined,stay
[12] #flattenthecurve,#stayathome
[12] aware,use
[5] #thewishingfactory,#worldthalassemiaday
[5] #ultahokethalassemiaroke,#thewishingfactory

Top Word Pairs in Tweet in G5:
[24] november,2022
[15] healthnagaland,#covid19
[13] positive,recoveries
[13] #covid19,status
[13] death,#flattenthecurve
[13] #flattenthecurve,#togetherwecan
[13] fresh,positive
[13] recoveries,death
[13] 2022,fresh
[11] #togetherwecan,#flattenthecurve

Top Word Pairs in Tweet in G6:
[3] wochen,#flattenthecurve
[2] zdfheute,wochen

Top Word Pairs in Tweet in G8:
[4] stohr_klaus,welt
[3] totalitäre,#zerocovid
[3] #chinalockdown,sinnigen
[3] welt,verwechseln
[3] china,#chinalockdown
[3] verwechseln,totalitäre
[3] #zerocovid,china
[2] feldmannheike,stohr_klaus
[2] sinnigen,niedriginzidenzs

Top Word Pairs in Tweet in G9:
[3] hospitals,let's
[3] 'kids,die'
[3] die',doctors
[3] children's,hospitals
[3] canada's,children's
[3] doctors,warn
[3] let's,#flattenthecurve
[3] warn,escalating
[3] escalating,crisis
[3] #flattenthecurve,during

Top Replied-To
Top Replied-To in Entire Graph:
@sonjabastin
@tagesschau
@mrsmertes
@zdfheute
@simonfrei8
@muenchen1968
@stohr_klaus
@guggehorch
@patschi1896
@showgestern

Top Replied-To in G3:
@sonjabastin

Top Replied-To in G6:
@tagesschau
@mrsmertes
@zdfheute
@sonjabastin
@musikutiv
@liberalmut

Top Replied-To in G7:
@selbstbestimm10
@wokistanien
@karl_lauterbach

Top Replied-To in G8:
@muenchen1968
@stohr_klaus
@welt

Top Mentioned
Top Mentioned in Entire Graph:
@quasselette
@tine_sommerkind
@sonjabastin
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima

Top Mentioned in G1:
@quasselette
@tine_sommerkind

Top Mentioned in G2:
@tine_sommerkind
@quasselette

Top Mentioned in G3:
@sonjabastin
@weserkurier
@torstenexo
@benutze71939208
@tine_sommerkind
@quasselette

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G6:
@zdfheute

Top Mentioned in G7:
@karl_lauterbach
@drpuerner
@mickybeisenherz

Top Mentioned in G8:
@welt
@stohr_klaus
@feldmannheike

Top Mentioned in G9:
@samirs_h
@hopitalchildren
@kashprime
@ronald_cohn
@shazmamithani

Top Mentioned in G10:
@fordnation
@sylviajonesmpp
@sflecce
@rnao
@dorisgrinspun

Top Tweeters
Top Tweeters in Entire Graph:
@welt
@ap_saegge
@der_dutschi
@tilhemwell
@birgitlissowsky
@die_primel
@annnnemariechen
@cmcalgary
@fluglehrer
@pull0verschwein

Top Tweeters in G1:
@tilhemwell
@birgitlissowsky
@die_primel
@fluglehrer
@pull0verschwein
@sixteentender
@grisu1805
@derkekfspricht
@emma09bvb
@elkerege

Top Tweeters in G2:
@ap_saegge
@annnnemariechen
@meerjetzt
@angela_3110_
@miaumiau1975
@queenmandjago
@printi71
@clusian_a
@tee_kesselchen
@steinhoff_uwe

Top Tweeters in G3:
@weserkurier
@economicethics
@joernroeschen
@lhippiemaedchen
@13myri
@watchtheglow
@nihilnescio
@benutze71939208
@ramonaweng
@mschmutzkind

Top Tweeters in G4:
@iannetts70
@marijuanacomau
@dierotelinie
@robodda
@sarit_yael
@isolationbot
@gina_alcera
@manniacme
@probablygroot
@animacionpara

Top Tweeters in G5:
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland
@cmonagaland
@pangnyu
@statedisaster

Top Tweeters in G6:
@tagesschau
@zdfheute
@elon49943563
@liberalmut
@mrsmertes
@musikutiv
@apfelpuree2
@pittroff7069
@pfundme
@armewurst0815

Top Tweeters in G7:
@einhornhuhnschm
@mickybeisenherz
@karl_lauterbach
@drpuerner
@selbstbestimm10
@kevinsalger
@wokistanien
@laugarfjall5

Top Tweeters in G8:
@welt
@hopps25
@evamariaanna
@muenchen1968
@kommiknocker1
@stohr_klaus
@feldmannheike

Top Tweeters in G9:
@hopitalchildren
@faizimam
@samirs_h
@kashprime
@dionnecharles
@shazmamithani
@ronald_cohn

Top Tweeters in G10:
@rnao
@dorisgrinspun
@sylviajonesmpp
@fordnation
@sflecce
@kathymorelandrn


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