#FlattenTheCurve, Twitter, 8/8/2020 11:41:37 AM, 232154


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#FlattenTheCurve_2020-08-08_02-47-22.xlsx
#FlattenTheCurve_2020-08-08_02-47-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3koTX6p
@gretathunberg
@docassar
@patriciakombo
@realdonaldtrump
@nygovcuomo
@dina_interiors
@karl_lauterbach
@deniscasther
@healthdouglasco
@cdcgov

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#stayathome

Description:
Description
The graph represents a network of 7,460 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 Saturday, 08 August 2020 at 09:52 UTC.

The requested start date was Saturday, 08 August 2020 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 9-day, 22-hour, 16-minute period from Monday, 27 July 2020 at 13:56 UTC to Thursday, 06 August 2020 at 12:12 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 : 7460
Unique Edges : 3565
Edges With Duplicates : 11798
Total Edges : 15363
Number of Edge Types : 5
Retweet : 5004
MentionsInRetweet : 6176
Tweet : 1855
Mentions : 1902
Replies to : 426
Self-Loops : 1917
Reciprocated Vertex Pair Ratio : 0.00998111680604262
Reciprocated Edge Ratio : 0.0197649572649573
Connected Components : 1401
Single-Vertex Connected Components : 656
Maximum Vertices in a Connected Component : 2764
Maximum Edges in a Connected Component : 6730
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.213115
Graph Density : 0.000134569426358283
Modularity : 0.492953
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,460 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 Saturday, 08 August 2020 at 09:52 UTC.

The requested start date was Saturday, 08 August 2020 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 9-day, 22-hour, 16-minute period from Monday, 27 July 2020 at 13:56 UTC to Thursday, 06 August 2020 at 12:12 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:
[15] https://twitter.com/erikhalvorsen18/status/1280121134126641154
[13] https://www.qualtrics.com/here-to-help/
[10] https://www.twitch.tv/boehser__onkel
[9] https://linktr.ee/stay6ftapart
[9] https://www.worldometers.info/coronavirus/country/us/
[9] https://www.youtube.com/watch?v=0dAzFBhW5Ss&feature=youtu.be

[7] https://www.trendysubs.com/
[6] https://590games.com/sm-FB
[5] https://www.rivcoph.org/coronavirus
[5] https://afluencer.com/

Top URLs in Tweet in G1:
[4] https://www.youtube.com/watch?v=fkPw2NI6rXo&feature=youtu.be

[1] https://tweetedtimes.com/SustainOurEarth?s=tnp

Top URLs in Tweet in G2:
[7] https://www.trendysubs.com/
[6] https://590games.com/sm-FB
[5] https://www.consumer.ftc.gov/blog/2020/07/cracking-down-fake-covid-19-cures?utm_source=dlvr.it&utm_medium=twitter
[5] https://twitter.com/WestConPro/status/1289280304864088065
[5] https://twitter.com/WestchesterDA/status/1288186016986210304
[5] https://afluencer.com/
[3] http://www.covid.gov.pk
[3] https://allenstclair.com/shop
[3] https://www.gconvo.com/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/

Top URLs in Tweet in G3:
[1] https://twitter.com/GretaThunberg/status/1289120700842815488

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231904
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231192
[1] https://www.bostonglobe.com/2020/08/03/nation/amid-rise-covid-19-cases-experts-eye-roll-back-reopening-mass/
[1] https://twitter.com/GovMurphy/status/1290049965901963264
[1] https://www.reuters.com/article/us-health-coronavirus-airlines-idUSKCN24V3NC
[1] https://twitter.com/demwrite/status/1289017584612864001
[1] https://twitter.com/NYGovCuomo/status/1289677747057561600
[1] https://twitter.com/AtlNewsNow/status/1289274683544674304
[1] https://twitter.com/marty_walsh/status/1289305785193750528

Top URLs in Tweet in G8:
[1] https://twitter.com/annatovaraz/status/1199069856177328128
[1] https://twitter.com/phxhousing/status/1287803052238356482
[1] https://twitter.com/CDCgov/status/1290376642271961088
[1] https://twitter.com/positvele/status/1287445798096195585
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-in-the-us.html
[1] https://twitter.com/WearePAHA/status/1277264731775082496
[1] https://www.linkedin.com/slink?code=g_vPbvc
[1] https://www.linkedin.com/posts/salimkizaraly_bigdata-agileanalytics-covid19-activity-6649016249521188864-LDum
[1] https://www.usnews.com/news/health-news/articles/2020-07-24/over-150-medical-experts-urge-trump-congress-and-states-to-shut-us-down-again-amid-coronavirus-surge

Top URLs in Tweet in G9:
[2] https://twitter.com/Karl_Lauterbach/status/1273317702363426816
[1] https://twitter.com/tagesspiegel/status/1291248533706768384
[1] https://twitter.com/RND_de/status/1289488201350967297
[1] https://twitter.com/bzga_de/status/1288766888487657472
[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800
[1] https://twitter.com/bzga_de/status/1281204454650449923
[1] https://twitter.com/Walrathis/status/1289197266067169280?s=20
[1] https://twitter.com/dge_wissen/status/1275328525621493760
[1] https://twitter.com/Karl_Lauterbach/status/1273317702363426816?s=19
[1] https://www.ftm.nl/artikelen/deltaplan-tegen-corona

Top URLs in Tweet in G10:
[1] https://twitter.com/CityOfLincoln/status/1287853599595417601
[1] https://twitter.com/chicagosmayor/status/1289184145499762690

Top Domains
Top Domains in Tweet in Entire Graph:
[379] twitter.com
[92] instagram.com
[68] youtube.com
[28] gettyimages.com
[20] coviz.org
[15] sedo.com
[15] twitch.tv
[13] google.com
[13] qualtrics.com
[10] linktr.ee

Top Domains in Tweet in G1:
[4] youtube.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[159] twitter.com
[63] instagram.com
[21] youtube.com
[15] sedo.com
[7] linkedin.com
[7] trendysubs.com
[6] 590games.com
[5] google.com
[5] swarmapp.com
[5] ftc.gov

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[7] twitter.com
[4] nodexlgraphgallery.org
[1] bostonglobe.com
[1] reuters.com
[1] xkcd.com

Top Domains in Tweet in G8:
[5] twitter.com
[2] linkedin.com
[1] cdc.gov
[1] usnews.com

Top Domains in Tweet in G9:
[11] twitter.com
[2] youtube.com
[1] ftm.nl

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3977] flattenthecurve
[1945] climatestrikeonline
[1310] covid19
[436] stayathome
[386] coronavirus
[339] fridaysforfuture
[273] covid_19
[266] wearamask
[236] socialdistancing
[230] staysafe



Top Hashtags in Tweet in G1:
[1576] climatestrikeonline
[49] fridaysforfuture
[42] stayathome
[23] flattenthecurve
[21] climatejustice
[18] climateactionnow
[18] frackoffpse
[15] schoolstrike4climate
[9] facetheclimateemergency
[6] savecongorainforest

Top Hashtags in Tweet in G2:
[904] flattenthecurve
[258] covid19
[120] coronavirus
[80] socialdistancing
[80] staysafe
[77] wearamask
[74] stayhome
[54] covid
[53] washyourhands
[45] covid_19

Top Hashtags in Tweet in G3:
[355] climatestrikeonline
[286] stayathome
[286] fridaysforfuture
[3] flattenthecurve
[2] schoolstrike4climate
[2] facetheclimateemergency
[2] climatejustice
[2] climateactionnow
[2] frackoffpse
[1] climatecrisis

Top Hashtags in Tweet in G4:
[65] flattenthecurve
[11] covid19
[6] youarewrongbecause
[4] climatestrikeonline
[3] maskup
[2] science
[2] electioninfection
[2] votebymail
[2] quitlying
[2] liar

Top Hashtags in Tweet in G5:
[123] covid_19
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[175] flattenthecurve
[174] covid19

Top Hashtags in Tweet in G7:
[117] elections2020
[117] flattenthecurve

Top Hashtags in Tweet in G8:
[46] flattenthecurve
[16] passs386
[15] s386
[13] covid19
[12] hr1044
[10] yess386
[9] socialdistancing
[8] slowthespread
[8] s386isgoodforamerica
[8] gcbacklog

Top Hashtags in Tweet in G9:
[29] flattenthecurve
[26] covid19
[11] mondkapjes
[10] omt
[10] covid__19
[6] r
[6] takecare
[5] covid19nl
[5] mondkapjeshelpen
[3] lockdown

Top Hashtags in Tweet in G10:
[117] flattenthecurve
[98] necovid19
[88] inthistogether
[12] showusyourmask
[2] weekend
[2] wic
[2] omaha
[2] lnk
[2] covideducation
[1] washhands

Top Words
Top Words in Tweet in Entire Graph:
[3977] #flattenthecurve
[2027] week
[1961] school
[1945] #climatestrikeonline
[1938] strike
[1803] keep
[1730] crisis
[1680] go
[1675] climate
[1668] gretathunberg

Top Words in Tweet in G1:
[1647] crisis
[1642] week
[1602] climate
[1592] gretathunberg
[1576] #climatestrikeonline
[1573] strike
[1570] school
[1524] keep
[1521] doesn
[1521] go

Top Words in Tweet in G2:
[904] #flattenthecurve
[258] #covid19
[119] #coronavirus
[80] mask
[80] #socialdistancing
[80] #staysafe
[77] #wearamask
[74] #stayhome
[72] covid
[62] 19

Top Words in Tweet in G3:
[355] school
[355] strike
[355] week
[355] #climatestrikeonline
[286] #stayathome
[286] #fridaysforfuture
[286] patriciakombo
[285] 57
[285] kenya
[285] act

Top Words in Tweet in G4:
[117] nygovcuomo
[113] truthsovertrump
[108] america
[107] curve
[106] flatten
[105] citizens
[105] coronavirus
[104] mobilized
[104] ground
[104] zero

Top Words in Tweet in G5:
[126] days
[124] current
[123] picture
[123] thousand
[123] words
[123] images
[123] show
[123] timeline
[123] speed
[123] getting

Top Words in Tweet in G6:
[175] #flattenthecurve
[174] recorded
[174] #covid19
[174] cases
[174] delta
[174] state
[174] continue
[174] work
[171] iaokowa
[88] 1464

Top Words in Tweet in G7:
[117] american
[117] friends
[117] flatten
[117] ballot
[117] request
[117] curve
[117] #elections2020
[117] #flattenthecurve
[116] marina__vo

Top Words in Tweet in G8:
[46] #flattenthecurve
[16] #passs386
[16] fairness
[16] high
[16] skilled
[15] #s386
[15] immigrants
[15] act
[15] sencortezmasto
[15] health

Top Words in Tweet in G9:
[39] die
[29] #flattenthecurve
[28] angela
[28] merkel
[26] #covid19
[26] benjalvarez1
[23] health
[22] explained
[22] effect
[22] higher

Top Words in Tweet in G10:
[117] #flattenthecurve
[98] #necovid19
[89] nedhhs
[88] #inthistogether
[88] unmccoph
[84] mask
[80] healthdouglasco
[50] please
[45] omahapolice
[41] omaha_scanner

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1935] school,strike
[1918] strike,week
[1655] climate,crisis
[1592] crisis,doesn
[1592] doesn,go
[1592] go,summer
[1592] summer,holiday
[1592] holiday,keep
[1590] keep,protesting
[1590] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G1:
[1584] climate,crisis
[1570] school,strike
[1555] strike,week
[1521] crisis,doesn
[1521] doesn,go
[1521] go,summer
[1521] summer,holiday
[1521] holiday,keep
[1519] keep,protesting
[1519] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G2:
[55] covid,19
[43] social,distancing
[37] #covid19,#coronavirus
[37] #covid19,#flattenthecurve
[33] #flattenthecurve,#socialdistancing
[30] practicing,social
[27] kids,bored
[27] bored,practicing
[26] #stopthespread,#flattenthecurve
[24] wear,mask

Top Word Pairs in Tweet in G3:
[355] school,strike
[353] strike,week
[286] #climatestrikeonline,#stayathome
[286] #stayathome,#fridaysforfuture
[285] week,57
[285] 57,kenya
[285] kenya,act
[285] act,emergency
[285] emergency,#climatestrikeonline
[284] patriciakombo,school

Top Word Pairs in Tweet in G4:
[106] flatten,curve
[104] nygovcuomo,mobilized
[104] mobilized,citizens
[104] citizens,flatten
[104] curve,america
[104] america,ground
[104] ground,zero
[104] zero,coronavirus
[104] coronavirus,pandemic
[103] truthsovertrump,nygovcuomo

Top Word Pairs in Tweet in G5:
[123] picture,thousand
[123] thousand,words
[123] words,images
[123] images,show
[123] show,timeline
[123] timeline,current
[123] current,speed
[123] speed,getting
[123] getting,1000
[123] 1000,#covid_19

Top Word Pairs in Tweet in G6:
[174] #covid19,cases
[174] cases,delta
[174] delta,state
[174] state,continue
[174] continue,work
[174] work,#flattenthecurve
[170] iaokowa,recorded
[88] recorded,1464
[88] 1464,#covid19
[88] #flattenthecurve,curb

Top Word Pairs in Tweet in G7:
[117] american,friends
[117] friends,flatten
[117] flatten,ballot
[117] ballot,request
[117] request,curve
[117] curve,#elections2020
[117] #elections2020,#flattenthecurve
[116] marina__vo,american

Top Word Pairs in Tweet in G8:
[16] fairness,high
[16] high,skilled
[15] skilled,immigrants
[14] immigrants,act
[12] one,work
[12] work,countless
[12] countless,nevadans
[12] nevadans,honored
[12] honored,commitment
[12] commitment,health

Top Word Pairs in Tweet in G9:
[28] angela,merkel
[22] merkel,explained
[22] explained,effect
[22] effect,higher
[22] higher,#covid19
[22] #covid19,infection
[22] infection,rate
[22] rate,country's
[22] country's,health
[22] health,system

Top Word Pairs in Tweet in G10:
[89] #flattenthecurve,#necovid19
[86] #necovid19,#inthistogether
[84] unmccoph,nedhhs
[78] #inthistogether,unmccoph
[49] mask,#flattenthecurve
[40] nedhhs,omaha_scanner
[40] omaha_scanner,dctreasurer
[38] dctreasurer,omahafiredept
[38] omahafiredept,omahapolice
[36] douglascountyne,dcsheriffne

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@govmurphy
@realdonaldtrump
@nygovcuomo
@polenz_r
@cernovich
@govwhitmer
@drdavidsamadi
@benjalvarez1
@gretathunberg

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@govmurphy
@nygovcuomo
@realdonaldtrump
@cernovich
@drdavidsamadi
@massgovernor
@govrondesantis
@projectlincoln
@biden_brigade
@philgreaves01

Top Replied-To in G6:
@iaokowa

Top Replied-To in G8:
@positvele
@sentedcruz
@realdonaldtrump

Top Replied-To in G9:
@benjalvarez1
@alexandernl
@bosmana
@mkeulemans
@nieuwsuur
@vanhoorn
@jakobschlandt
@michael_v89
@bigdaddykahl
@the_real_urbsi

Top Replied-To in G10:
@mayorleirion
@healthdouglasco

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@iaokowa
@petra_khoury
@marina__vo
@truthsovertrump
@nygovcuomo
@knsmoh
@healthdouglasco
@unmccoph

Top Mentioned in G1:
@gretathunberg
@vanessa_vash
@licypriyak
@fff_digital
@wakiodorcas
@fri
@patriciakombo
@solo_syn_
@abner4action
@friendsoscience

Top Mentioned in G2:
@ginger_exchange
@flooringdirectx
@egmontinstitute
@wqbelle
@domainsmmbb
@kathycordayusa
@hoponmta
@goinvo
@lawlarpro
@ninjettethereal

Top Mentioned in G3:
@patriciakombo
@gretathunberg
@redmayne_robert
@solo_syn_
@fridays4future

Top Mentioned in G4:
@truthsovertrump
@nygovcuomo
@realdonaldtrump
@rondesantisfl
@gretathunberg
@govmurphy
@docassar
@potus
@joebiden
@patriciakombo

Top Mentioned in G5:
@petra_khoury

Top Mentioned in G6:
@iaokowa
@sundayisima

Top Mentioned in G7:
@marina__vo

Top Mentioned in G8:
@sencortezmasto
@repzoelofgren
@senategop
@senatedems
@senatemajldr
@senschumer
@senmikelee
@senatordurbin
@senkamalaharris
@gcbcoalition

Top Mentioned in G9:
@benjalvarez1
@volker_beck
@rivm
@tijdvooreten
@minvws
@tmondkapjes
@tagesschau
@rki_de
@wim_schellekens
@avipnl

Top Mentioned in G10:
@unmccoph
@nedhhs
@healthdouglasco
@omaha_scanner
@omahapolice
@dctreasurer
@omahafiredept
@douglascountyne
@dcsheriffne

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@dynamocooligan
@lt38
@solutioneer72
@delta
@innovativehindu
@gidi_traffic

Top Tweeters in G1:
@gocoo_59
@gocoo
@chilhon2016lap
@3wombats
@jpjanson
@fabiparraguezm
@raivoonet
@therezafontoura
@daveyk317
@jmhamiltonblog

Top Tweeters in G2:
@miss_placed_
@ladyboarder9669
@layanhinno
@kchernecky
@mumthazhmt
@zarill955
@24inmymind
@naturalbeings01
@kevinsinclairsk
@haccpjod

Top Tweeters in G3:
@mccarrenbill
@uncleprober
@lamhfada
@net2ayurveda
@my2twh
@michaelpurvis64
@pennytindall
@brade1991
@bozzo1931
@trudaoceans

Top Tweeters in G4:
@yarosisnancy
@jetrotter
@zafarwestern
@usatoday
@wsj
@cherkalleck
@btkrth
@amandanonumbers
@jengrimes8
@linda_wed1

Top Tweeters in G5:
@i3tox8rsobjiftw
@pierreabisaab
@hobeikawissam
@mireillesaliba5
@zspecial1
@fredbteich
@rabihzihri
@k31299
@eliebassil7
@zeinakhodraljaz

Top Tweeters in G6:
@toluolisa
@dauhreen
@chaibuz7
@kingehizojie
@jaustinuche
@pdp_2023
@laurentdarl
@auntyriri
@ainoorh
@bappayayaa

Top Tweeters in G7:
@peopledied2vote
@thebarbarienne
@drgnfly42
@kirkenovak
@sharknoises
@starrykagehinas
@mangoudraws
@i_ailurophile
@sorrykb
@cherylhe

Top Tweeters in G8:
@glebbern
@buttlersue
@dlspace108
@myatt519051
@oscura56
@tucsonstar
@sodergrengirl
@karenshudson
@marvel
@tinadeerhunted

Top Tweeters in G9:
@scheerenberger
@volkskrant
@aafkevultink
@mig30m6
@chrisklomp
@masterprogram1
@tagesschau
@tijdvooreten
@larrymasonbiz
@goodypunch

Top Tweeters in G10:
@cozy1950
@omahahostage
@slobotski
@seattleid
@omahafired
@hyvee
@nebraskasower
@om
@thartman2u
@elmax21


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