#FlattenTheCurve, Twitter, 12/6/2022 5:01:16 PM, 285651


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#FlattenTheCurve_2022-12-06_04-45-01.xlsx
#FlattenTheCurve_2022-12-06_04-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3iJdrqh
@quasselette
@sonjabastin
@fraulibertas
@13myri
@nihilnescio
@tine_sommerkind
@lhippiemaedchen
@pittroff7069
@mrsmertes
@elon49943563

Top hashtags:
#flattenthecurve
#covid19
#stayathome
#togetherwecan

Description:
Description
The graph represents a network of 777 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, 06 December 2022 at 12:45 UTC.

The requested start date was Tuesday, 06 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 13-day, 20-hour, 23-minute period from Tuesday, 22 November 2022 at 03:50 UTC to Tuesday, 06 December 2022 at 00:13 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 : 777
Unique Edges : 167
Edges With Duplicates : 1346
Total Edges : 1513
Number of Edge Types : 5
Retweet : 608
MentionsInRetweet : 624
Tweet : 121
Replies to : 61
Mentions : 99
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.004149377593361
Reciprocated Edge Ratio : 0.00826446280991736
Connected Components : 86
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 553
Maximum Edges in a Connected Component : 1137
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.727203
Graph Density : 0.00120407594634399
Modularity : 0.426145
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 777 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, 06 December 2022 at 12:45 UTC.

The requested start date was Tuesday, 06 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 13-day, 20-hour, 23-minute period from Tuesday, 22 November 2022 at 03:50 UTC to Tuesday, 06 December 2022 at 00:13 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:
[3] https://twitter.com/SonjaBastin/status/1598218143436263426
[3] https://twitter.com/SonjaBastin/status/1598340063611559937
[2] https://www.coviz.org/e2b/2022-12-01/
[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/Mon4Kooyong/status/1599862460164362240
[1] https://scitechdaily.com/covid-19-linked-with-substantial-increase-in-type-1-diabetes-in-children-as-much-as-72/
[1] https://scitechdaily.com/explaining-the-most-baffling-quirk-of-covid-common-gene-variant-linked-to-mortality/

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

Top URLs in Tweet in G3:
[1] https://twitter.com/Tine_Sommerkind/status/1597219505750822912

Top URLs in Tweet in G4:
[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 G5:
[3] https://twitter.com/SonjaBastin/status/1598340063611559937
[2] https://gogetfunding.com/healthy-food-jobs-for-underserved-communities/
[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://twitter.com/tomdabassman/status/1597494343035924481
[1] https://animacionparaadultos.es/2020-flattenthecurve-2-3/
[1] https://fundrazr.com/e26pU6?ref=ab_4L31E0Qn5Oo4L31E0Qn5Oo
[1] https://twitter.com/nypost/status/1598722745126338562
[1] https://www.swarmapp.com/c/bgZeJ5ppP9d
[1] https://www.swarmapp.com/c/lI3WiCwfnNf

Top URLs in Tweet in G6:
[1] https://twitter.com/EckerleIsabella/status/1599331092942594056

Top URLs in Tweet in G8:
[1] https://twitter.com/Jon4u16/status/1599715786436005888

Top URLs in Tweet in G9:
[1] https://twitter.com/outdoor_junki3/status/1596319930751881216

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] flattenthecurve
[79] covid19
[28] stayathome
[17] togetherwecan
[13] nagalandagainstcovid
[12] coronavirus
[12] covid_19
[10] nagaland
[9] zerocovid
[9] corona



Top Hashtags in Tweet in G1:
[8] flattenthecurve

Top Hashtags in Tweet in G2:
[2] flattenthecurve
[1] nocovid
[1] zerocovid

Top Hashtags in Tweet in G3:
[62] flattenthecurve

Top Hashtags in Tweet in G4:
[26] flattenthecurve
[5] rsvirus
[2] lebenamlimit
[2] ichhabemitgemacht
[2] nullcovid
[1] ichmacheimmernochmit
[1] genderwahn
[1] fraueniq
[1] wearamask
[1] tinahand

Top Hashtags in Tweet in G5:
[76] flattenthecurve
[44] covid19
[14] stayathome
[6] corona
[4] covid
[4] saferathome
[4] westayathome
[4] startnext
[4] crowdfundingintroducing
[4] chocolatetastingon

Top Hashtags in Tweet in G6:
[9] flattenthecurve
[5] maskeauf
[1] pflegebrennt
[1] fachkräftemangel
[1] totekinder
[1] rsvirus
[1] masketragen

Top Hashtags in Tweet in G7:
[15] covid19
[15] togetherwecan
[15] flattenthecurve
[11] nagalandagainstcovid
[8] nagaland

Top Hashtags in Tweet in G8:
[7] flattenthecurve

Top Hashtags in Tweet in G9:
[4] flattenthecurve
[2] covidisairborne
[1] closetheschools

Top Hashtags in Tweet in G10:
[3] flattenthecurve
[1] shameonucp
[1] defundthewarroom
[1] fundpublichealthcare
[1] protectthechildren
[1] firetheucp
[1] universalhealthcare

Top Words
Top Words in Tweet in Entire Graph:
[439] die
[363] kinder
[341] quasselette
[336] gibt
[336] intensivbetten
[336] kinderkliniken
[336] eben
[335] radio
[335] deutschlandweit
[335] hören

Top Words in Tweet in G1:
[326] quasselette
[324] kinder
[322] kam
[322] gibt
[322] 83
[322] radio
[322] eben
[322] hören
[322] intensivbetten
[322] deutschlandweit

Top Words in Tweet in G2:
[348] die
[116] man
[116] dieser
[116] sagen
[116] chinesischen
[116] verhältnisse
[116] heute
[116] situation
[116] unserer
[116] dürfte

Top Words in Tweet in G3:
[124] deutschland
[62] überlastung
[62] #flattenthecurve
[61] drohender
[61] intensivstationen
[61] zurecht
[60] maxi
[60] tine_sommerkind
[11] kinderkliniken
[10] kam

Top Words in Tweet in G4:
[45] die
[33] sonjabastin
[26] #flattenthecurve
[24] situation
[23] warum
[22] kontaktbeschränkungen
[21] kinder
[20] eltern
[19] niemand
[18] spricht

Top Words in Tweet in G5:
[76] #flattenthecurve
[44] #covid19
[15] stay
[14] use
[14] cases
[14] declined
[14] aware
[14] #stayathome
[14] caution
[12] need

Top Words in Tweet in G6:
[9] #flattenthecurve
[7] die
[5] einfachen
[5] winter
[5] #maskeauf
[5] viren
[5] anderen
[5] maßnahme
[5] rsv
[5] welle

Top Words in Tweet in G7:
[15] #covid19
[15] status
[15] #togetherwecan
[15] #flattenthecurve
[15] 2022
[13] november
[11] #nagalandagainstcovid
[9] healthnagaland
[8] #nagaland
[8] bulletin

Top Words in Tweet in G8:
[7] mask
[7] prevent
[7] nightmare
[7] wear
[7] trying
[7] #flattenthecurve
[6] tinu

Top Words in Tweet in G9:
[4] #flattenthecurve
[2] #covidisairborne
[2] jvipondmd
[2] enough
[2] million
[2] natashafatah
[2] times

Top Words in Tweet in G10:
[3] #flattenthecurve
[2] criminal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[335] eben,83
[335] kinderkliniken,gibt
[335] radio,kam
[335] deutschlandweit,hören
[335] 83,freie
[335] freie,intensivbetten
[335] gibt,deutschlandweit
[335] intensivbetten,kinder
[335] kinder,kinderkliniken
[335] kam,eben

Top Word Pairs in Tweet in G1:
[322] 83,freie
[322] kinderkliniken,gibt
[322] intensivbetten,kinder
[322] eben,83
[322] radio,kam
[322] kam,eben
[322] kinder,kinderkliniken
[322] freie,intensivbetten
[322] gibt,deutschlandweit
[322] deutschlandweit,hören

Top Word Pairs in Tweet in G2:
[116] unserer,situation
[116] heute,sagen
[116] chinesischen,verhältnisse
[116] die,chinesischen
[116] die,die
[116] man,unserer
[116] dürfte,man
[116] verhältnisse,dürfte
[116] sagen,die
[116] thread,geht

Top Word Pairs in Tweet in G3:
[62] #flattenthecurve,deutschland
[61] zurecht,#flattenthecurve
[61] deutschland,drohender
[61] drohender,überlastung
[61] intensivstationen,zurecht
[61] überlastung,intensivstationen
[60] tine_sommerkind,deutschland
[60] deutschland,maxi
[10] intensivbetten,kinder
[10] kinder,kinderkliniken

Top Word Pairs in Tweet in G4:
[19] kinder,eltern
[18] die,situation
[18] warum,spricht
[18] spricht,niemand
[18] möglichkeit,kontaktbeschränkungen
[18] kontaktbeschränkungen,die
[18] die,evtl
[18] evtl,möglichkeit
[18] situation,kinder
[18] niemand,die

Top Word Pairs in Tweet in G5:
[40] #covid19,#flattenthecurve
[14] stay,aware
[14] caution,#covid19
[14] use,caution
[14] cases,declined
[14] declined,stay
[14] #flattenthecurve,#stayathome
[14] aware,use
[4] #thewishingfactory,#worldthalassemiaday
[4] #ultahokethalassemiaroke,#thewishingfactory

Top Word Pairs in Tweet in G6:
[5] anderen,viren
[5] rsv,welle
[5] einfachen,maßnahme
[5] #flattenthecurve,rsv
[5] man,einfachen
[5] maßnahme,#maskeauf
[5] winter,man
[5] welle,anderen
[5] viren,winter
[5] #maskeauf,die

Top Word Pairs in Tweet in G7:
[13] november,2022
[9] healthnagaland,#covid19
[8] #covid19,bulletin
[8] 2022,#togetherwecan
[8] bulletin,#nagaland
[8] #flattenthecurve,#nagalandagainstcovid
[8] #nagaland,status
[8] #togetherwecan,#flattenthecurve
[7] 2022,fresh
[7] positive,recoveries

Top Word Pairs in Tweet in G8:
[7] wear,mask
[7] prevent,wear
[7] nightmare,#flattenthecurve
[7] trying,prevent
[7] #flattenthecurve,trying
[6] tinu,nightmare

Top Word Pairs in Tweet in G9:
[2] #flattenthecurve,#covidisairborne
[2] jvipondmd,million
[2] times,enough
[2] million,times
[2] enough,#flattenthecurve
[2] natashafatah,jvipondmd

Top Replied-To
Top Replied-To in Entire Graph:
@sonjabastin
@tagesschau
@mrsmertes
@zdfheute
@simonfrei8
@bmg_bund
@natashafatah
@1969thetruth
@abflipse
@koehler_fdp

Top Replied-To in G2:
@winterhasser

Top Replied-To in G4:
@sonjabastin
@tagesschau
@mrsmertes
@zdfheute
@musikutiv
@liberalmut

Top Replied-To in G6:
@selbstbestimm10
@wokistanien
@karl_lauterbach

Top Replied-To in G9:
@natashafatah
@1969thetruth

Top Replied-To in G10:
@ctvianwhite
@joeolivermd
@bobbycruise007

Top Mentioned
Top Mentioned in Entire Graph:
@quasselette
@fraulibertas
@tine_sommerkind
@sonjabastin
@rexpildo
@healthnagaland
@tinu
@mygovnagaland
@dipr_nagaland

Top Mentioned in G1:
@quasselette
@tine_sommerkind

Top Mentioned in G2:
@fraulibertas
@eddie_1412

Top Mentioned in G3:
@tine_sommerkind
@quasselette

Top Mentioned in G4:
@sonjabastin
@torstenexo
@weserkurier
@fraulibertas
@benutze71939208
@tine_sommerkind
@quasselette
@zdfheute

Top Mentioned in G5:
@iramey

Top Mentioned in G6:
@emmiweberwebde1
@karl_lauterbach
@fdpbt
@gruenebundestag
@spdde
@drpuerner
@mickybeisenherz

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

Top Mentioned in G8:
@tinu

Top Mentioned in G9:
@jvipondmd
@saskboy
@natashafatah
@lisaand15089337
@cmcalgary

Top Mentioned in G10:
@abdaniellesmith
@jasoncoppingab
@hwdsb

Top Tweeters
Top Tweeters in Entire Graph:
@welt
@tinu
@ap_saegge
@der_dutschi
@daniellegembala
@tilhemwell
@birgitlissowsky
@epidatageek
@engelgert
@die_primel

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

Top Tweeters in G2:
@engelgert
@witzigwalter
@kytti70
@eddie_1412
@helarctos
@b_kraupa
@jurgensprenger
@derelcon
@christi34626895
@mizumonoukiyo

Top Tweeters in G3:
@ap_saegge
@annnnemariechen
@meerjetzt
@angela_3110_
@miaumiau1975
@queenmandjago
@printi71
@clusian_a
@tee_kesselchen
@steinhoff_uwe

Top Tweeters in G4:
@dorisbrehm
@tagesschau
@zdfheute
@weserkurier
@economicethics
@joernroeschen
@anla18294437
@milvus84
@lhippiemaedchen
@elon49943563

Top Tweeters in G5:
@iramey
@iannetts70
@dierotelinie
@metaphorsbwithu
@robodda
@sarit_yael
@isolationbot
@steffil38000751
@gina_alcera
@manniacme

Top Tweeters in G6:
@pdr2002
@cnikolajew
@emmiweberwebde1
@madiemousie
@spdde
@einhornhuhnschm
@mickybeisenherz
@gruenebundestag
@fdpbt
@karl_lauterbach

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

Top Tweeters in G8:
@tinu
@daniellegembala
@epidatageek
@shaboom
@ldragoon
@awnyehk
@ecosciencegirl

Top Tweeters in G9:
@cmcalgary
@saskboy
@natashafatah
@jvipondmd
@laurenmentiplay
@1969thetruth
@lisaand15089337

Top Tweeters in G10:
@abdaniellesmith
@hwdsb
@ctvianwhite
@mollyrules
@joeolivermd
@jasoncoppingab
@bobbycruise007


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