#FlattenTheCurve, Twitter, 4/26/2022 10:39:44 PM, 275571


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#FlattenTheCurve_2022-04-26_04-45-01.xlsx
#FlattenTheCurve_2022-04-26_04-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3MBfuGz
@oida_grantler
@karl_lauterbach
@einhornhuhnschm
@c_lindner
@this0499154500
@derelcon
@freiheit20001
@frankfurtzack
@healthnagaland
@michaelgoehring

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 263 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, 26 April 2022 at 11:45 UTC.

The requested start date was Tuesday, 26 April 2022 at 00:01 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, 11-hour, 36-minute period from Tuesday, 12 April 2022 at 00:12 UTC to Monday, 25 April 2022 at 11:49 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 : 263
Unique Edges : 140
Edges With Duplicates : 727
Total Edges : 867
Number of Edge Types : 5
Retweet : 185
MentionsInRetweet : 201
Mentions : 275
Tweet : 159
Replies to : 47
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.0160427807486631
Reciprocated Edge Ratio : 0.0315789473684211
Connected Components : 90
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 66
Maximum Edges in a Connected Component : 471
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.569479
Graph Density : 0.00275737961861086
Modularity : 0.245066
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 263 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, 26 April 2022 at 11:45 UTC.

The requested start date was Tuesday, 26 April 2022 at 00:01 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, 11-hour, 36-minute period from Tuesday, 12 April 2022 at 00:12 UTC to Monday, 25 April 2022 at 11:49 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://m.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html
[1] https://www.linkedin.com/feed/update/urn:li:share:6924237454061309952
[1] https://scitechdaily.com/long-covid-linked-to-lasting-disease-of-the-small-airways-in-the-lungs/
[1] https://scitechdaily.com/scientists-warn-of-imminent-anthropulse-as-covid-19-travel-restrictions-ease/
[1] https://scitechdaily.com/beyond-omicron-scientists-set-sights-on-long-game-of-covid-evolution/
[1] https://scitechdaily.com/threat-of-never-ending-covid-sars-cov-2-virus-is-jumping-between-humans-and-wildlife/
[1] https://scitechdaily.com/does-nerve-damage-contribute-to-long-covid-symptoms-is-it-treatable/
[1] https://scitechdaily.com/people-with-heart-defects-at-greater-risk-for-severe-covid-19-illness-and-death/
[1] https://scitechdaily.com/deer-mink-and-hyenas-have-caught-covid-19-animal-virologists-explain-coronavirus-in-animals-and-why-humans-need-to-worry/
[1] https://scitechdaily.com/infected-people-could-have-multiple-covid-variants-hidden-in-different-parts-of-the-body/

Top URLs in Tweet in G1:
[1] https://twitter.com/350Tacoma/status/1514264851224268803
[1] https://twitter.com/shaunkraisman/status/1514256751654277122
[1] https://twitter.com/spiro_ghost/status/1514337663943426057
[1] https://twitter.com/WFLA/status/1515160941851197441
[1] https://trulyjuly.wordpress.com/2022/04/14/vaccinerolloutsa-public-vaccination-sites-closed-over-easter-weekend/
[1] https://trulyjuly.wordpress.com/2022/04/13/sa-coronaviruspandemic-omicron-variants-unlikely-to-cause-another-covid-19-wave/
[1] https://twitter.com/70sBachchan/status/1224136387978579968
[1] https://twitter.com/adam_tooze/status/1355536245661773825
[1] https://twitter.com/phillyinquirer/status/1517307328948621313
[1] https://twitter.com/backtolife_2022/status/1516797730236084225

Top URLs in Tweet in G5:
[2] https://m.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274801

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[406] flattenthecurve
[207] covid19
[158] togetherwecan
[125] nagalandagainstcovid
[86] nagaland
[37] inflation
[29] coronavirus
[28] covid
[16] stayhome
[14] stayathome



Top Hashtags in Tweet in G1:
[72] flattenthecurve
[38] covid19
[25] coronavirus
[14] stayhome
[13] stayathome
[10] sarscov2
[10] dataviz
[10] datascience
[10] socialdistance
[10] coviz

Top Hashtags in Tweet in G2:
[36] flattenthecurve
[33] inflation

Top Hashtags in Tweet in G3:
[157] flattenthecurve
[157] togetherwecan
[133] covid19
[124] nagalandagainstcovid
[86] nagaland
[24] covid

Top Hashtags in Tweet in G4:
[11] flattenthecurve
[1] infektionsketten
[1] infektionsgeschehen
[1] eltern
[1] kinder
[1] oma
[1] opa
[1] vulnerablen
[1] impfpflicht

Top Hashtags in Tweet in G5:
[9] flattenthecurve
[1] socialdistancing
[1] togetherathome
[1] bigonlineparty
[1] staysafestayhome
[1] maskup
[1] maskdown
[1] maskitallaround
[1] warinukraine
[1] warinyourmask

Top Hashtags in Tweet in G6:
[1] liberals
[1] shanghai
[1] flattenthecurve
[1] slavery

Top Hashtags in Tweet in G7:
[2] flattenthecurve
[1] just2moreweeks
[1] standwithukraine

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[3] nocovid
[3] flattenthecurve

Top Hashtags in Tweet in G10:
[1] gautengcovid19
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[406] #flattenthecurve
[207] #covid19
[158] #togetherwecan
[157] april
[157] 2022
[134] status
[125] #nagalandagainstcovid
[98] healthnagaland
[86] bulletin
[86] #nagaland

Top Words in Tweet in G1:
[72] #flattenthecurve
[38] #covid19
[25] #coronavirus
[14] #stayhome
[14] cases
[13] declined
[13] stay
[13] aware
[13] use
[13] caution

Top Words in Tweet in G2:
[36] #flattenthecurve
[33] #inflation
[32] oida_grantler
[28] wann
[28] startet
[28] gegen
[5] sachen
[4] dringendst
[3] erst
[3] mal

Top Words in Tweet in G3:
[157] april
[157] 2022
[157] #flattenthecurve
[157] #togetherwecan
[134] status
[133] #covid19
[124] #nagalandagainstcovid
[98] healthnagaland
[86] bulletin
[86] #nagaland

Top Words in Tweet in G4:
[11] die
[11] #flattenthecurve
[6] karl_lauterbach
[4] man
[4] maske
[4] welle
[4] pandemie
[4] maßnahmen
[3] mehr
[3] siehe

Top Words in Tweet in G5:
[9] #flattenthecurve
[5] frankfurtzack
[3] die
[2] jahr
[2] längsten
[2] wochen
[2] lebens
[2] eilmeldung
[2] corona
[2] regeln

Top Words in Tweet in G7:
[3] covid
[2] last
[2] #flattenthecurve

Top Words in Tweet in G8:
[5] government
[5] made
[5] ad
[5] coronavirus
[5] surprisingly
[5] honest
[5] informative
[5] spread
[5] message
[4] thejuicemedia

Top Words in Tweet in G9:
[4] lam3th
[3] man
[3] #nocovid
[3] #flattenthecurve
[2] realmaskeddoc
[2] denke
[2] differenzieren
[2] zwischen
[2] zeit
[2] omikron

Top Words in Tweet in G10:
[2] disinfection
[2] taxis
[2] done
[2] daveyton
[2] square
[2] taxi
[2] rank
[2] effort
[2] flatten
[2] curve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[157] april,2022
[98] healthnagaland,#covid19
[86] bulletin,#nagaland
[86] #nagaland,status
[86] #togetherwecan,#flattenthecurve
[71] #flattenthecurve,#togetherwecan
[62] #covid19,bulletin
[62] 2022,#togetherwecan
[62] #flattenthecurve,#nagalandagainstcovid
[58] fresh,positive

Top Word Pairs in Tweet in G1:
[15] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[10] #coronavirus,#stayhome
[10] #stayhome,#dataviz

Top Word Pairs in Tweet in G2:
[28] wann,startet
[28] startet,#flattenthecurve
[28] #flattenthecurve,gegen
[28] gegen,#inflation
[27] oida_grantler,wann
[5] sachen,#inflation
[4] dringendst,#flattenthecurve
[3] #flattenthecurve,sachen
[3] oida_grantler,erst
[3] erst,mal

Top Word Pairs in Tweet in G3:
[157] april,2022
[98] healthnagaland,#covid19
[86] bulletin,#nagaland
[86] #nagaland,status
[86] #togetherwecan,#flattenthecurve
[71] #flattenthecurve,#togetherwecan
[62] #covid19,bulletin
[62] 2022,#togetherwecan
[62] #flattenthecurve,#nagalandagainstcovid
[58] fresh,positive

Top Word Pairs in Tweet in G4:
[4] welle,pandemie
[3] siehe,#flattenthecurve
[2] #flattenthecurve,geworden
[2] pandemie,siehe
[2] lauterbach,drosten
[2] med,personal

Top Word Pairs in Tweet in G5:
[3] frankfurtzack,#flattenthecurve
[2] #flattenthecurve,jahr
[2] jahr,die
[2] die,längsten
[2] längsten,wochen
[2] wochen,lebens
[2] eilmeldung,corona
[2] corona,regeln
[2] regeln,sollen
[2] sollen,weiter

Top Word Pairs in Tweet in G8:
[5] government,made
[5] made,ad
[5] ad,coronavirus
[5] coronavirus,surprisingly
[5] surprisingly,honest
[5] honest,informative
[5] informative,spread
[5] spread,message
[4] thejuicemedia,government

Top Word Pairs in Tweet in G9:
[2] realmaskeddoc,lam3th
[2] lam3th,denke
[2] denke,man
[2] man,differenzieren
[2] differenzieren,zwischen
[2] zwischen,zeit
[2] zeit,omikron
[2] omikron,#nocovid
[2] #nocovid,ende
[2] ende,2021

Top Word Pairs in Tweet in G10:
[2] disinfection,taxis
[2] taxis,done
[2] done,daveyton
[2] daveyton,square
[2] square,taxi
[2] taxi,rank
[2] rank,effort
[2] effort,flatten
[2] flatten,curve
[2] curve,covid

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@frankfurtzack
@lam3th
@mehdirhasan
@stanziweissblau
@ostprog
@mgowan18
@leinoelfan
@mkreutzfeldt
@musician1980

Top Replied-To in G2:
@c_lindner
@tagesschau
@oida_grantler

Top Replied-To in G4:
@karl_lauterbach
@mgowan18
@leinoelfan
@mkreutzfeldt
@erwin_rueddel
@musician1980
@mz_storymakers
@wsw113355
@bmg_bund

Top Replied-To in G5:
@frankfurtzack
@lieutenantomni
@herrzitoun

Top Replied-To in G7:
@lucdog4heisman
@truthblinders

Top Replied-To in G9:
@lam3th
@realmaskeddoc

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

Top Mentioned in G1:
@70sbachchan

Top Mentioned in G2:
@oida_grantler
@imfnews
@drbrandner
@c_lindner

Top Mentioned in G3:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G4:
@karl_lauterbach
@madclownworld
@c_lindner
@fdp
@gildasahebi
@undmohn

Top Mentioned in G5:
@frankfurtzack
@spacemamamaya
@freiheit20001
@this0499154500
@welt
@karl_lauterbach
@martina__schalu
@snlop1
@michaelgoehring
@theowinneri

Top Mentioned in G6:
@corybooker
@senatorlorettaw
@aswangiemj
@ltgovoliver
@repjoshg
@repsherrill

Top Mentioned in G7:
@austin__rs
@falwellsboy
@whitlockjason

Top Mentioned in G8:
@thejuicemedia

Top Mentioned in G9:
@lam3th
@realmaskeddoc

Top Mentioned in G10:
@gp_commsafety
@gpdrt_
@jacobmamabolosa

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@caligirlleftie
@john1966olsen
@fabriciosx
@welt
@kavn
@doc_jjk
@valdez_claro
@headlines4you
@project1enigma

Top Tweeters in G1:
@blueturbanstone
@shalomegrace1
@djkingkream
@chucklongisland
@70sbachchan
@robodda
@davosaurus_rex
@humblyb
@1fckobe
@sterne_blick

Top Tweeters in G2:
@tagesschau
@susan_d7
@tschitshi1
@antjehermenau
@drbrandner
@willrobar
@partygurke
@hurvinek10
@wiggado
@ford2806

Top Tweeters in G3:
@nagalandbot
@temsutulaimsong
@airnews_kohima
@fallguyjames
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland

Top Tweeters in G4:
@derelcon
@mz_storymakers
@musician1980
@fdp
@wsw113355
@mkreutzfeldt
@undmohn
@erwin_rueddel
@bmg_bund
@mgowan18

Top Tweeters in G5:
@welt
@spacemamamaya
@systemanalysen
@michaelgoehring
@martina__schalu
@frankfurtzack
@lieutenantomni
@this0499154500
@annerose0
@sgasteyger

Top Tweeters in G6:
@corybooker
@johnnymorris33
@repjoshg
@ltgovoliver
@senatorlorettaw
@repsherrill
@aswangiemj

Top Tweeters in G7:
@goramsgo
@austin__rs
@whitlockjason
@falwellsboy
@lucdog4heisman
@truthblinders

Top Tweeters in G8:
@waterdean
@eisennears
@gardnerdeb
@thejuicemedia
@pudycat

Top Tweeters in G9:
@mandala81966
@sileah_cim
@lam3th
@der_herr_k1
@realmaskeddoc

Top Tweeters in G10:
@valdez_claro
@gp_commsafety
@gpdrt_
@jacobmamabolosa


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