#FlattenTheCurve, Twitter, 4/1/2020 9:04:35 AM, 224158


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#FlattenTheCurve_2020-04-01_00-35-33.xlsx
#FlattenTheCurve_2020-04-01_00-35-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2w3jf5O
@artbymadeleine
@hasya31
@saveusrepublic2
@palmdalemedical
@palmdalesheriff
@realdonaldtrump
@nationwide
@patrick_jonah
@stevefda
@potus

Top hashtags:
#flattenthecurve
#covid19
#stayathome
#stayhome
#coronavirus

Description:
Description
The graph represents a network of 6,365 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 Wednesday, 01 April 2020 at 07:36 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 51-minute period from Monday, 30 March 2020 at 05:12 UTC to Tuesday, 31 March 2020 at 07:03 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 : 6365
Unique Edges : 6835
Edges With Duplicates : 456
Total Edges : 7291
Number of Edge Types : 4
Replies to : 217
Mentions : 948
MentionsInRetweet : 4927
Tweet : 1199
Self-Loops : 1199
Reciprocated Vertex Pair Ratio : 0.00540357987166498
Reciprocated Edge Ratio : 0.0107490762512597
Connected Components : 1342
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 516
Maximum Edges in a Connected Component : 658
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.592226
Graph Density : 0.000146987448545752
Modularity : 0.868259
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 6,365 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 Wednesday, 01 April 2020 at 07:36 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 1-hour, 51-minute period from Monday, 30 March 2020 at 05:12 UTC to Tuesday, 31 March 2020 at 07:03 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:
[19] https://twitter.com/covid_19rsa/status/1240924212220624896?s=21
[18] https://twitter.com/covid_19rsa/status/1240924212220624896
[7] https://www.gameofscores.com/fund-raiser/covid19
[6] https://www.politico.com/states/california/story/2020/03/30/bend-it-like-the-bay-area-doctors-see-flatter-curve-after-2-weeks-of-social-isolation-1269663
[4] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/cleaning-disinfecting-public-spaces.html
[4] https://covid19.healthdata.org/projections
[4] https://www.talenthouse.com/i/united-nations-global-call-out-to-creatives-help-stop-the-spread-of-covid-19
[4] https://twitter.com/choo_ek/status/1244771213668265986
[4] https://medium.com/@Cancerwarrior/covid-19-why-we-should-all-wear-masks-there-is-new-scientific-rationale-280e08ceee71
[4] https://flatten.ca/

Top URLs in Tweet in G2:
[3] https://twitter.com/morningmoneyben/status/1244626949894520833
[2] https://www.facebook.com/104486746266572/posts/2754020251313195/?sfnsn=mo
[2] https://www.politico.com/states/california/story/2020/03/30/bend-it-like-the-bay-area-doctors-see-flatter-curve-after-2-weeks-of-social-isolation-1269663
[2] https://clouddoktor.wordpress.com/2020/03/25/entwicklung-der-nachgewiesenen-covid-19-faelle-corona-infektionen-deutschland/
[2] https://www.youtube.com/watch?v=jZtEX2-n2Hc&feature=youtu.be

[2] https://www.linkedin.com/posts/activity-6650647808384786433-vdsx/
[1] https://twitter.com/teasri/status/1244287679027728384
[1] https://www.instagram.com/p/B-WH6ZTneeY/?igshid=1tbhec7a13sk3
[1] https://twitter.com/ScottGottliebMD/status/1244460977615253504
[1] https://www.ararat.vic.gov.au/council/ararat-rural-city-council-covid-19-coronavirus-arrangements

Top URLs in Tweet in G4:
[3] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/cleaning-disinfecting-public-spaces.html
[2] https://docs.google.com/document/d/1dEdoZzbKVFZywML_TYYSChJA5tHkqpQo5t6LcnkpoV4/edit?usp=drivesdk
[1] https://covidtracking.com/
[1] http://www.alvinailey.org/ailey-all-access
[1] http://www.youtube.com/user/AileyOrganization
[1] https://m.sfgate.com/travel/article/Airlines-canceled-refunds-15156320.php?fbclid=IwAR15e5SwNmMwa_sgzFxTXIcPSDgzu6nKTDT6eJOICANh4MH2MpiT6JTBIUQ
[1] https://www.onlyinyourstate.com/kentucky/virtual-horse-farm-tours-ky/
[1] https://twitter.com/MappingSupport/status/1243958927907147776?s=19
[1] https://twitter.com/JasonManford/status/1243482743473872897
[1] https://twitter.com/DanBurritt/status/1244822018832257027

Top URLs in Tweet in G5:
[2] https://bit.ly/2QV6QZ3
[1] https://twitter.com/risklayer/status/1244751014068191232
[1] http://tweetedtimes.com/VisualSuccess

Top URLs in Tweet in G7:
[1] https://bit.ly/39tIyvD

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3390] flattenthecurve
[844] covid19
[385] stayathome
[323] stayhome
[320] coronavirus
[303] socialdistancing
[152] workfromhome
[140] lasd
[125] covid_19
[71] staysafe



Top Hashtags in Tweet in G1:
[1] flattenthecurve

Top Hashtags in Tweet in G2:
[501] flattenthecurve
[116] covid19
[73] stayhome
[63] coronavirus
[61] stayathome
[46] socialdistancing
[36] covid_19
[23] corona
[21] staysafe
[16] quarantine

Top Hashtags in Tweet in G3:
[409] flattenthecurve

Top Hashtags in Tweet in G4:
[101] covid19
[76] flattenthecurve
[40] cottage
[29] stayhome
[27] covid
[11] slowthespread
[11] plankthecurve
[11] physicaldistancing
[11] coronavirus
[10] canada

Top Hashtags in Tweet in G5:
[99] flattenthecurve
[33] coronavirus
[33] deutschland
[4] corona
[3] zuhausebleiber
[2] covid19de
[1] polizei
[1] stayathome
[1] covid19
[1] plauamsee

Top Hashtags in Tweet in G6:
[134] workfromhome
[134] stayathome
[134] flattenthecurve

Top Hashtags in Tweet in G7:
[19] covid19
[17] ppe
[16] 3dprinting
[16] opensource
[9] flattenthecurve
[3] facemasks
[1] makermask
[1] medwiser
[1] coronavirus
[1] stayathome

Top Hashtags in Tweet in G8:
[122] lasd
[1] palmdale
[1] nationaldoctorsday
[1] av411
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[1] stayathome
[1] flattenthecurve
[1] stopsocialising
[1] washyourhands

Top Hashtags in Tweet in G10:
[88] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[3438] Words in Sentiment List#1: Positive
[1966] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[115946] Non-categorized Words
[121350] Total Words
[3386] #flattenthecurve
[844] #covid19
[714] health
[658] 19
[656] covid

Top Words in Tweet in G1:
[516] public
[516] health
[516] called
[516] tomorrow
[516] told
[516] tested
[516] positive
[516] covid
[516] 19
[516] asked

Top Words in Tweet in G2:
[501] #flattenthecurve
[116] #covid19
[78] stay
[73] #stayhome
[71] home
[63] #coronavirus
[61] #stayathome
[46] #socialdistancing
[37] people
[36] #covid_19

Top Words in Tweet in G3:
[409] 個人の衛生管理が感染拡大を防ぎます
[409] 意識して生活しよう
[409] #flattenthecurve
[408] hasya31

Top Words in Tweet in G4:
[101] #covid19
[76] #flattenthecurve
[67] cpho_canada
[54] time
[54] concerns
[40] #cottage
[33] take
[31] care
[29] #stayhome
[27] #covid

Top Words in Tweet in G5:
[150] die
[113] seid
[99] #flattenthecurve
[91] polizei_ffm
[90] daheimgeblieben
[50] 15
[33] risklayer
[33] bestätigte
[33] #coronavirus
[33] fälle

Top Words in Tweet in G6:
[134] #workfromhome
[134] #stayathome
[134] #flattenthecurve
[133] friendstv

Top Words in Tweet in G7:
[107] realdonaldtrump
[99] thank
[99] federal
[98] potus
[98] leadership
[98] bringing
[98] gov
[98] states
[98] private
[98] sector

Top Words in Tweet in G8:
[122] drove
[122] palmdalemedical
[122] evening
[122] seen
[122] #lasd
[122] patrol
[122] cars
[122] lighting
[122] building
[121] palmdalesheriff

Top Words in Tweet in G9:
[619] march
[206] 24
[206] 18
[103] ireland
[103] daily
[103] increase
[103] 23
[103] 25
[103] 26
[103] 16

Top Words in Tweet in G10:
[88] esok
[88] april
[88] 2020
[88] kongsi
[88] #flattenthecurve
[88] etc
[86] markteh_
[86] very
[85] begins
[85] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[646] covid,19
[542] public,health
[520] tested,positive
[518] positive,covid
[516] health,called
[516] called,tomorrow
[516] tomorrow,told
[516] told,tested
[516] 19,asked
[516] asked,list

Top Word Pairs in Tweet in G1:
[516] public,health
[516] health,called
[516] called,tomorrow
[516] tomorrow,told
[516] told,tested
[516] tested,positive
[516] positive,covid
[516] covid,19
[516] 19,asked
[516] asked,list

Top Word Pairs in Tweet in G2:
[31] stay,home
[27] #stayathome,#flattenthecurve
[24] #stayhome,#flattenthecurve
[23] #covid19,#flattenthecurve
[19] help,#flattenthecurve
[16] covid,19
[16] social,distancing
[15] #socialdistancing,#flattenthecurve
[14] #flattenthecurve,#stayathome
[14] #flattenthecurve,#covid19

Top Word Pairs in Tweet in G3:
[409] 個人の衛生管理が感染拡大を防ぎます,意識して生活しよう
[409] 意識して生活しよう,#flattenthecurve
[408] hasya31,個人の衛生管理が感染拡大を防ぎます

Top Word Pairs in Tweet in G4:
[39] cpho_canada,#covid19
[27] #covid19,key
[27] key,concerns
[27] concerns,right
[27] right,spring
[27] spring,coming
[27] coming,ve
[27] ve,checklist
[27] checklist,concerns
[27] concerns,necessities

Top Word Pairs in Tweet in G5:
[90] die,#flattenthecurve
[90] #flattenthecurve,daheimgeblieben
[90] daheimgeblieben,seid
[88] polizei_ffm,die
[33] bestätigte,#coronavirus
[33] #coronavirus,fälle
[33] fälle,#deutschland
[33] 03,0uhr
[25] 66,826
[25] 826,bestätigte

Top Word Pairs in Tweet in G6:
[134] #workfromhome,#stayathome
[134] #stayathome,#flattenthecurve
[133] friendstv,#workfromhome

Top Word Pairs in Tweet in G7:
[98] thank,potus
[98] potus,realdonaldtrump
[98] realdonaldtrump,leadership
[98] leadership,bringing
[98] bringing,federal
[98] federal,gov
[98] gov,states
[98] states,private
[98] private,sector
[98] sector,together

Top Word Pairs in Tweet in G8:
[122] drove,palmdalemedical
[122] palmdalemedical,evening
[122] evening,seen
[122] seen,#lasd
[122] #lasd,patrol
[122] patrol,cars
[122] cars,lighting
[122] lighting,building
[121] palmdalesheriff,drove
[121] building,everythin

Top Word Pairs in Tweet in G9:
[206] 18,march
[103] ireland,daily
[103] daily,increase
[103] increase,march
[103] march,23
[103] 23,24
[103] 24,march
[103] march,24
[103] 24,18
[103] march,25

Top Word Pairs in Tweet in G10:
[88] esok,april
[88] april,2020
[88] #flattenthecurve,etc
[85] begins,esok
[85] 2020,please
[85] please,kongsi
[85] kongsi,widely
[85] widely,#flattenthecurve
[85] etc,same
[85] same,time

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@artbymadeleine
@hasya31
@friendstv
@palmdalemedical
@palmdalesheriff
@realdonaldtrump
@drgerryburke
@potus
@stevefda
@polizei_ffm

Top Mentioned in G1:
@artbymadeleine

Top Mentioned in G2:
@whitbywolvesjr
@thekenworthguy

Top Mentioned in G3:
@hasya31

Top Mentioned in G4:
@cpho_canada
@govcanhealth
@canborder
@jkwan_md
@jr3597
@citycristinah
@gaedebm
@fordnation
@smdhealthunit
@jasonmanford

Top Mentioned in G5:
@polizei_ffm
@risklayer
@turkishrose2
@phikuro
@ntvde
@welt
@polizeilwl

Top Mentioned in G6:
@friendstv

Top Mentioned in G7:
@realdonaldtrump
@potus
@stevefda
@makermask3d
@ingrahamangle
@drmikeny
@nextrevfnc

Top Mentioned in G8:
@palmdalemedical
@palmdalesheriff
@stevefda
@potus
@realdonaldtrump

Top Mentioned in G9:
@drgerryburke

Top Mentioned in G10:
@markteh_

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@evankirstel
@cnbctv18live
@lovtoridemytrek
@abscbnnews
@cnnnews18
@homegypsy
@woquave02
@linda_u_w_a
@lovetogive2

Top Tweeters in G1:
@zomrombone
@killxavi
@radannalise
@karlakittyy
@maddiesuxxx
@preciousjrenae
@melzzzzzz_xo
@mernaafnan_
@shantieeezy
@fashionista_fab

Top Tweeters in G2:
@razmanrahim
@publicaccesspod
@metroshadowone
@mikey_nicholson
@jujooops
@gomza49263288m
@nettey128
@arthurbarbato
@sethlsanders
@cindyogana

Top Tweeters in G3:
@knbk_hani
@milkurumi2010
@otoha_shiine
@kimino107
@3x300
@momomo1232
@noym26
@mui_san1001
@utanotori
@ikiru_luka

Top Tweeters in G4:
@catwoman1979
@meeksvs
@suestroud
@honney1978
@torontostar
@gsawision
@cbcnews
@davwain1
@cp24
@samcro1882

Top Tweeters in G5:
@welt
@kuppp005
@ntvde
@ecakir67
@hackenstad
@planetinspace
@ingwio_h
@reissmann
@zukunftskinder
@skvllgr3y

Top Tweeters in G6:
@theversion
@aliaalicious
@larryfyed
@savagemunchkin_
@ruchitabose
@msgjjmpp2
@pulytaruiz_19
@areysportsnews
@jcross_008
@sm_kmh_

Top Tweeters in G7:
@kirchbabe
@zoombouse
@scarlett_0hara
@arrowsmithwoman
@freestateyank
@heeeellllooooo
@denise_snively
@digibd66
@normaenriquezg1
@cidrimcidrim

Top Tweeters in G8:
@saveusrepublic2
@tiniskwerl
@ahmedyaamyn
@calibredjd
@kylemason365
@nightshiftnews
@ktla
@mediumgrace
@knx1070
@eightynines

Top Tweeters in G9:
@emmyzen
@kaffando
@roberttyrebute
@fourhourtarget
@annawatton
@mariabe22360758
@mickmca32
@flynnstone1
@hollygolitelyy
@yiddenagenda

Top Tweeters in G10:
@hafizatulnasuha
@nabilahudatahar
@evvok
@nraimano
@liisasll
@azizlhkim
@cek_suhana
@nrlaimanamn
@izzaturrfatihah
@kxlliente


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