#FlattenTheCurve, Twitter, 5/4/2020 5:57:47 PM, 226120


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#FlattenTheCurve_2020-05-04_00-53-19.xlsx
#FlattenTheCurve_2020-05-04_00-53-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 04, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/35tHtUh
@gretathunberg
@crimeairnetwork
@realdonaldtrump
@eish1994
@presidencyza
@riaan90904221
@cevikushb
@gp_commsafety
@nygovcuomo
@northwind1ndn

Top hashtags:
#flattenthecurve
#stayathome
#climatestrikeonline

Description:
Description
The graph represents a network of 5,723 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, 04 May 2020 at 07:54 UTC.

The requested start date was Sunday, 03 May 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, 5-hour, 48-minute period from Friday, 01 May 2020 at 06:33 UTC to Saturday, 02 May 2020 at 12:22 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 : 5723
Unique Edges : 2450
Edges With Duplicates : 7870
Total Edges : 10320
Number of Edge Types : 5
Mentions : 1029
Retweet : 3680
MentionsInRetweet : 4215
Tweet : 1236
Replies to : 160
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.00895638629283489
Reciprocated Edge Ratio : 0.0177537630258587
Connected Components : 1232
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 1406
Maximum Edges in a Connected Component : 2954
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 2.711685
Graph Density : 0.000158243474227842
Modularity : 0.524233
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,723 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, 04 May 2020 at 07:54 UTC.

The requested start date was Sunday, 03 May 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, 5-hour, 48-minute period from Friday, 01 May 2020 at 06:33 UTC to Saturday, 02 May 2020 at 12:22 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:
[14] https://fxo.io/m/km8a59xn
[14] https://www.iol.co.za/news/south-africa/gauteng/be-a-hero-join-us-in-making-10millionmasks-46999322
[14] https://www.youtube.com/watch?v=YtitJMMW_Yg&feature=youtu.be

[6] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[6] https://donegal.maps.arcgis.com/apps/Nearby/index.html?appid=907cdc1556f840459ddaf7306b6d2f08
[6] https://mixer.com/NikkiMac
[5] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/social-distancing.html
[4] https://mixer.com/Skinnyhayes
[4] https://twitter.com/kalhanr/status/1256302178010087424
[4] https://www.spreaker.com/user/imark/the-shadow-of-leadership_2

Top URLs in Tweet in G1:
[2] https://twitter.com/GretaThunberg/status/1256146520803549188

Top URLs in Tweet in G2:
[2] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[2] https://covid19.colorado.gov/safer-at-home
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://gogodoc.com/blog-post/covid-19-updates-from-who-and-nhs/
[2] https://torooo.be/
[2] https://streamlabs.com/doggerry/p/home/
[1] https://twitter.com/elonbachman/status/1256033996879912965
[1] https://africaonlinenews.blog/2020/05/01/sa-schools-to-remain-closed-under-level-4-restrictions-as-297-cases-recorded-in-a-day/
[1] https://twitter.com/nfskiberlin/status/1255922509180014594
[1] https://twitter.com/mhdksafa/status/1256004215635423232

Top URLs in Tweet in G4:
[14] https://www.iol.co.za/news/south-africa/gauteng/be-a-hero-join-us-in-making-10millionmasks-46999322

Top URLs in Tweet in G5:
[1] https://abcnews.go.com/amp/US/michigan-governor-extends-state-emergency-order-protest-trump/story?id=70452444&id=70452444&__twitter_impression=true
[1] https://twitter.com/seattlestorm/status/1256350405451116544
[1] http://bit.ly/33yN1vB
[1] https://twitter.com/OHdeptofhealth/status/1253394078248640523
[1] https://www.instagram.com/p/B_qWRfrjk5w/?igshid=9yf3r7jrug9x
[1] https://www.weforum.org/agenda/2020/04/flattening-the-climate-curve-in-the-post-covid-world

Top URLs in Tweet in G6:
[1] https://twitter.com/torontopolice/status/1256345542243815425
[1] https://www.toronto.ca/explore-enjoy/festivals-events/cherry-blossoms/
[1] https://twitter.com/tps_bikehart/status/1255909326029455360

Top URLs in Tweet in G7:
[6] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://twitter.com/Amref_Kenya/status/1256459729645252609
[1] https://www.talenthouse.com/i/1839/submission/425739/7ab3903a
[1] https://onepointfive.app/

Top URLs in Tweet in G8:
[1] https://www.realclearmarkets.com/articles/2020/04/25/this_pandemic_is_over_lets_stop_the_economic_suicide_and_get_back_to_work_490025.html
[1] https://twitter.com/politico/status/1255708483355320320
[1] https://twitter.com/FT/status/1256279412410023936
[1] https://twitter.com/kksheld/status/1256052513805160450

Top URLs in Tweet in G9:
[1] https://nypost.com/2020/04/30/india-lockdown-fails-to-flatten-curve-as-coronavirus-cases-rise/

Top URLs in Tweet in G10:
[1] https://twitter.com/jmabokgwane/status/1256186890207858689

Top Domains
Top Domains in Tweet in Entire Graph:
[212] twitter.com
[91] instagram.com
[48] youtube.com
[27] hotpagenews.com
[21] co.za
[14] arcgis.com
[14] fxo.io
[14] mixer.com
[13] facebook.com
[12] linkedin.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[85] twitter.com
[67] instagram.com
[13] youtube.com
[9] linkedin.com
[5] facebook.com
[3] co.uk
[3] mailchi.mp
[3] constantcontact.com
[3] gogodoc.com
[2] co.za

Top Domains in Tweet in G4:
[14] co.za

Top Domains in Tweet in G5:
[2] twitter.com
[1] go.com
[1] bit.ly
[1] instagram.com
[1] weforum.org

Top Domains in Tweet in G6:
[2] twitter.com
[1] toronto.ca

Top Domains in Tweet in G7:
[6] arcgis.com
[1] twitter.com
[1] talenthouse.com
[1] onepointfive.app

Top Domains in Tweet in G8:
[3] twitter.com
[1] realclearmarkets.com

Top Domains in Tweet in G9:
[1] nypost.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3712] flattenthecurve
[1488] stayathome
[1417] climatestrikeonline
[1350] fridaysforfuture
[1322] schoolstrike4climate
[760] covid19
[452] stayhome
[353] coronavirus
[283] socialdistancing
[194] staysafe



Top Hashtags in Tweet in G1:
[1406] climatestrikeonline
[1343] fridaysforfuture
[1338] flattenthecurve
[1317] stayathome
[1314] schoolstrike4climate
[63] climatestrike
[52] workersday
[52] standwithworkers
[52] justtransition
[52] 5/1/2020 12:00:00 AM

Top Hashtags in Tweet in G2:
[614] flattenthecurve
[152] covid19
[113] stayhome
[94] coronavirus
[82] socialdistancing
[68] staysafe
[67] stayathome
[27] lockdown
[26] covid
[26] quarantine

Top Hashtags in Tweet in G3:
[7] usnscomfort
[4] covid19
[4] flattenthecurve
[3] nypd
[2] williamsburg
[1] thankyou
[1] stopthespread

Top Hashtags in Tweet in G4:
[35] flattenthecurve
[24] stayindoors
[16] lockdownsa
[14] makeyourmask
[13] workersday
[13] independent
[13] southafrica
[13] iol
[13] lockdown
[13] corona

Top Hashtags in Tweet in G5:
[32] flattenthecurve
[11] covid19
[8] coronavirus
[6] socialdistanacing
[4] openwastate
[4] openwashington
[4] california
[4] covid_19
[2] stayhomesavelives
[2] stayathome

Top Hashtags in Tweet in G6:
[6] flattenthecurve
[2] wedoingthistogether
[2] pnmonthejob
[2] onwardsandupwards
[2] covid19response
[2] keepsafetandt
[2] stayhome
[1] covid19
[1] goto
[1] covid__19

Top Hashtags in Tweet in G7:
[39] covid19
[23] flattenthecurve
[12] covid19africa
[9] coronavirus
[8] tlllfoundation
[4] 1point5app
[3] safehands
[3] alonetogether
[3] viralkindness
[3] stopthespread

Top Hashtags in Tweet in G8:
[26] flattenthecurve
[4] lockdown
[2] covid19
[2] testing
[1] saveamerica
[1] inthistogether
[1] stopthespread
[1] reopenny
[1] firefauci
[1] constitutionaldistancing

Top Hashtags in Tweet in G9:
[58] flattenthecurve
[53] modi
[53] lockdown
[53] india
[11] freedomday
[11] workersday
[11] coronavirusinsa
[11] covid_19
[5] coronavirus
[3] elfchen

Top Hashtags in Tweet in G10:
[12] flattenthecurve
[11] onenationonebeer

Top Words
Top Words in Tweet in Entire Graph:
[3241] Words in Sentiment List#1: Positive
[2632] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[104341] Non-categorized Words
[110215] Total Words
[3711] #flattenthecurve
[1488] #stayathome
[1464] week
[1417] #climatestrikeonline
[1350] #fridaysforfuture

Top Words in Tweet in G1:
[1406] #climatestrikeonline
[1382] week
[1343] #fridaysforfuture
[1338] strike
[1337] #flattenthecurve
[1328] gretathunberg
[1317] 89
[1317] #stayathome
[1314] #schoolstrike4climate
[1311] school

Top Words in Tweet in G2:
[614] #flattenthecurve
[152] #covid19
[113] #stayhome
[94] #coronavirus
[82] #socialdistancing
[68] #staysafe
[67] #stayathome
[58] stay
[57] home
[51] day

Top Words in Tweet in G3:
[76] public
[74] reopening
[73] health
[73] data
[73] clear
[73] simply
[73] soon
[73] safely
[73] begin
[73] indiana

Top Words in Tweet in G4:
[92] mask
[78] dont
[78] ur
[77] help
[64] crimeairnetwork
[52] chance
[41] face
[39] over
[39] public
[39] arrested

Top Words in Tweet in G5:
[32] #flattenthecurve
[11] state
[11] #covid19
[11] govinslee
[10] help
[10] please
[9] govwhitmer
[8] order
[8] #coronavirus
[8] doc

Top Words in Tweet in G6:
[65] sunny
[65] warm
[65] weather
[65] expected
[65] weekend
[65] very
[65] important
[65] everyone
[65] continues
[65] practice

Top Words in Tweet in G7:
[39] #covid19
[23] #flattenthecurve
[22] seem
[20] first
[19] eternity
[19] 100
[19] days
[19] australia
[19] diagnosed
[19] case

Top Words in Tweet in G8:
[26] #flattenthecurve
[12] nygovcuomo
[12] curve
[10] realdonaldtrump
[8] know
[8] under
[6] open
[5] people
[5] staying
[5] never

Top Words in Tweet in G9:
[58] #flattenthecurve
[56] world
[53] #modi's
[53] #lockdown
[53] failed
[53] #india
[53] one
[53] densely
[53] populated
[53] countries

Top Words in Tweet in G10:
[44] south
[44] hard
[42] one
[42] times
[41] amazing
[41] things
[41] africa
[41] resilience
[41] strength
[41] during

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1325] strike,week
[1322] week,89
[1319] #stayathome,#fridaysforfuture
[1318] #climatestrikeonline,#stayathome
[1318] #fridaysforfuture,#schoolstrike4climate
[1316] 89,#climatestrikeonline
[1315] school,strike
[1313] #schoolstrike4climate,#flattenthecurve
[1312] gretathunberg,school
[295] covid,19

Top Word Pairs in Tweet in G1:
[1321] strike,week
[1317] week,89
[1313] #stayathome,#fridaysforfuture
[1312] 89,#climatestrikeonline
[1312] #climatestrikeonline,#stayathome
[1312] #fridaysforfuture,#schoolstrike4climate
[1311] school,strike
[1308] gretathunberg,school
[1307] #schoolstrike4climate,#flattenthecurve
[52] #climatestrike,week

Top Word Pairs in Tweet in G2:
[37] #stayhome,#flattenthecurve
[35] covid,19
[26] #stayathome,#flattenthecurve
[26] #coronavirus,#covid19
[26] #socialdistancing,#flattenthecurve
[25] #covid19,#flattenthecurve
[20] #stayhome,#staysafe
[19] stay,home
[16] social,distancing
[15] help,#flattenthecurve

Top Word Pairs in Tweet in G3:
[73] public,health
[73] health,data
[73] data,clear
[73] clear,simply
[73] simply,soon
[73] soon,safely
[73] safely,begin
[73] begin,reopening
[73] reopening,indiana
[73] indiana,statehealthin

Top Word Pairs in Tweet in G4:
[39] dont,mask
[39] mask,over
[39] over,ur
[39] ur,face
[39] face,ur
[39] ur,public
[39] public,arrested
[39] arrested,dont
[39] dont,take
[39] take,chance

Top Word Pairs in Tweet in G5:
[10] help,#flattenthecurve
[8] doc,michigan
[8] michigan,certainly
[8] certainly,use
[8] use,help
[8] #flattenthecurve,frontlines
[8] frontlines,please
[6] please,continue
[6] continue,#socialdistanacing
[6] #socialdistanacing,matter

Top Word Pairs in Tweet in G6:
[65] sunny,warm
[65] warm,weather
[65] weather,expected
[65] expected,weekend
[65] weekend,very
[65] very,important
[65] important,everyone
[65] everyone,continues
[65] continues,practice
[65] practice,social

Top Word Pairs in Tweet in G7:
[19] seem,eternity
[19] eternity,100
[19] 100,days
[19] days,australia
[19] australia,diagnosed
[19] diagnosed,first
[19] first,case
[19] case,#covid19
[19] #covid19,ve
[18] jennymikakos,seem

Top Word Pairs in Tweet in G8:
[4] realdonaldtrump's,former
[4] former,white
[4] white,house
[4] house,physician
[4] physician,chief
[4] chief,medical
[4] medical,advisor
[4] advisor,staying
[4] staying,busy
[4] busy,informing

Top Word Pairs in Tweet in G9:
[53] #modi's,#lockdown
[53] #lockdown,failed
[53] failed,#flattenthecurve
[53] #flattenthecurve,#india
[53] #india,one
[53] one,densely
[53] densely,populated
[53] populated,countries
[53] countries,world
[52] steve_hanke,#modi's

Top Word Pairs in Tweet in G10:
[41] one,amazing
[41] amazing,things
[41] things,south
[41] south,africa
[41] africa,resilience
[41] resilience,strength
[41] strength,during
[41] during,hard
[41] hard,times
[41] times,risen

Top Replied-To
Top Replied-To in Entire Graph:
@braums_inc
@nygovcuomo
@vicosotto
@realdonaldtrump
@karl_lauterbach
@nbcnews
@oaklandplanning
@ncdhhs
@koenrobeys
@gretathunberg

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:
@richmonddrive

Top Replied-To in G5:
@govinslee
@traependergrast
@shicooks
@cindyd1980
@chipyost
@gavinnewsom
@wsj
@nwarikoo
@govwhitmer
@thehill

Top Replied-To in G7:
@ellaweggen
@melissasweetdr

Top Replied-To in G8:
@nygovcuomo
@scottgottliebmd
@realdonaldtrump
@scarlett_0hara
@usefulpogostick
@elonmusk
@nycmayor

Top Replied-To in G10:
@kingsleymctladi
@rls_avala
@sandsstace23
@anda_maneli
@cnehshuga
@wfredm

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@gp_commsafety
@statehealthin
@repandrecarson
@crimeairnetwork
@torontopolice
@houstontx
@steve_hanke
@cevikushb
@audidemexico

Top Mentioned in G1:
@gretathunberg
@cevikushb
@defendourfuture
@luarocataboada
@cspraveen6
@sosothepyro
@travis4climate
@fffhope
@saskhealth
@abner4action

Top Mentioned in G2:
@flooringdirectx
@dealmakersbdc
@farmingfuturebd
@guifa9
@isuzetas_1920
@ginger_exchange
@boardoftrade
@villageofanmore

Top Mentioned in G3:
@statehealthin
@repandrecarson
@nypdspecialops
@usnavy
@nypd90pct
@nypdcommaffairs

Top Mentioned in G4:
@crimeairnetwork
@iol
@indymediasa
@cci_network
@jacobmamabolosa
@bubbleoutthebox
@gp_commsafety
@thestar_news
@capetimessa
@pretorianews

Top Mentioned in G5:
@govwhitmer
@govinslee
@govpritzker
@gavinnewsom
@egheitasean
@kaa_skk
@montgomeryken
@rwang0
@impact4hc
@lorilightfoot

Top Mentioned in G6:
@torontopolice
@thepnmparty
@cityoftoronto
@tpscott_baptist
@shawnacoxon
@trafficservices

Top Mentioned in G7:
@jennymikakos
@amref_worldwide
@tlllfoundation
@whoafro
@amref_malawi
@who
@un
@africacdc
@talenthouse
@1point5app

Top Mentioned in G8:
@realdonaldtrump
@nygovcuomo
@ronnyjackson4tx
@lynnfynn3
@scarlett_0hara
@drscott_atlanta
@koiler
@elonmusk
@hhsgov
@seemacms

Top Mentioned in G9:
@steve_hanke
@myanc
@vanderkampnl
@geoffmakhubo
@gp_commsafety

Top Mentioned in G10:
@ngidilungi
@rassie72
@castlelagersa
@kingsleymctladi
@sibuuum
@jmabokgwane

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@oldlady12345
@dichristine
@sgh_rts
@atsocialmediauk
@supstreamersrt2
@mhall55nine
@evankirstel
@cnbctv18live
@mccarrenbill

Top Tweeters in G1:
@oldlady12345
@anthonybourque
@betterw05759703
@disasterpastor
@sherbah46958042
@domenico1oo777
@lari_nc
@kouzie01
@cunningham_cch
@amazingchevvolt

Top Tweeters in G2:
@michaelmiguelce
@bayernuhr
@littlered623
@mrcellaneous
@ireemskhan
@bconnolly00
@__redcat
@dsquared75
@wilsonleeflores
@sisibisi_

Top Tweeters in G3:
@yarosisnancy
@rosenchild
@beverly21811568
@joekoffee
@gwydion620
@leighlike1234
@sooze555
@cindykayhogan1
@waggles111
@budgothmog44

Top Tweeters in G4:
@s_ersea_shipsco
@iol
@cci_network
@brainchuma
@mahmoodhaffy
@siphilehlwatika
@ayandaonline
@mikorza
@mabucyh
@oratilemogasho1

Top Tweeters in G5:
@thehill
@morgfair
@shicooks
@wsj
@rwang0
@northwind1ndn
@mdaware
@hanslak
@spirosmargaris
@10thcrusader

Top Tweeters in G6:
@slimchick1900
@datachick
@koparafallskid
@alianally
@cowleaf13
@torontopolice
@nisobel
@angelavitacco
@apushka
@mirellaleone

Top Tweeters in G7:
@angelakorras
@melissasweetdr
@ana_captures
@googleplay
@whistlingwhist
@bowlerbarrister
@ilonakickbusch
@un
@mslods
@marklawrence

Top Tweeters in G8:
@leeleemunster
@cnn
@mikerestorer
@scarlett_0hara
@smart_whit
@jeffreyguterman
@aldiuk
@imagineprints
@drscott_atlanta
@j082298

Top Tweeters in G9:
@ramalokot
@poopoonga
@gmk07
@hyacinth_nhlums
@fuckyoudown4
@myanc
@theking_richie
@steve_hanke
@lexvachaspati
@bullyrey002

Top Tweeters in G10:
@tumi213
@vuyo_unchained
@athandwe_
@anda_maneli
@mpumi_phillips
@sharlenebotha_
@moesuttle
@luthandort
@yamz_sa
@cnehshuga


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