#FlattenTheCurve, Twitter, 7/8/2020 7:22:11 PM, 230378


FAQ | Problem?

#FlattenTheCurve_2020-07-08_01-05-25.xlsx
#FlattenTheCurve_2020-07-08_01-05-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3iLCLqS
@gretathunberg
@mr_jj_cakes
@davwain1
@cnn
@judgeclayj
@gregabbott_tx
@richwilliamsgo
@patriciakombo
@realdonaldtrump
@docrocktex26

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#maskenpflicht

Description:
Description
The graph represents a network of 5,217 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, 08 July 2020 at 08:06 UTC.

The requested start date was Wednesday, 08 July 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 3-day, 23-hour, 10-minute period from Friday, 03 July 2020 at 12:55 UTC to Tuesday, 07 July 2020 at 12:06 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 : 5217
Unique Edges : 2341
Edges With Duplicates : 7935
Total Edges : 10276
Number of Edge Types : 5
Retweet : 3622
MentionsInRetweet : 4433
Tweet : 1105
Mentions : 872
Replies to : 244
Self-Loops : 1151
Reciprocated Vertex Pair Ratio : 0.00636451301832208
Reciprocated Edge Ratio : 0.0126485243388271
Connected Components : 984
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 2037
Maximum Edges in a Connected Component : 4516
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.054953
Graph Density : 0.000191754540077213
Modularity : 0.51229
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,217 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, 08 July 2020 at 08:06 UTC.

The requested start date was Wednesday, 08 July 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 3-day, 23-hour, 10-minute period from Friday, 03 July 2020 at 12:55 UTC to Tuesday, 07 July 2020 at 12:06 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/HaraldofW/status/1278970209240571905
[8] https://www.history.com/news/1957-flu-pandemic-vaccine-hilleman
[7] https://www.rochesterfirst.com/news/doctor-says-masking-remains-key-in-covid-19-fight/
[6] https://twoheartswellness.com/2020/05/02/wearing-a-mask-some-thoughts-on-loving-thy-neighbor-and-on-being-fabulous-during-a-pandemic/
[6] https://twitter.com/TonightVMTV/status/1278813714788102144?s=19
[5] https://twitter.com/keithboykin/status/1279924971146485760
[5] http://smartdissent.com/article/trumps-trade-policy-harming-us-fight-against-covid-19
[5] https://www.rivcoph.org/coronavirus
[5] https://www.coreresponse.org/covid19
[5] https://www.youtube.com/watch?v=drTbXyqgcX8&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://www.cowspiracy.com/facts

Top URLs in Tweet in G2:
[4] https://docs.google.com/forms/d/e/1FAIpQLSeXsPP3aNgEJpfM08OxzHwCLiPkypd4Cjb7Mcn_x9HzinyaCg/viewform?usp=send_form
[3] https://www.cnn.com/videos/health/2020/07/03/canada-flattens-coronavirus-curve-newton-newday-vpx.cnn
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://next-curve.com/2020/05/04/covid-19-pandemic-the-crucible-of-5g-innovation-and-leadership/
[2] https://linktr.ee/stay6ftapart
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[2] https://twitter.com/miafarrow/status/1279170021370011648
[2] https://twitter.com/danioliver/status/1279155358666305541
[2] https://pandoraspocksauthor.com/
[2] https://wearcalypso.com/

Top URLs in Tweet in G4:
[1] https://www.dallascounty.org/covid-19/ways-to-help.php

Top URLs in Tweet in G5:
[8] https://www.history.com/news/1957-flu-pandemic-vaccine-hilleman
[3] https://www.nbcnews.com/politics/politics-news/fauci-u-s-looking-very-closely-severe-coronavirus-symptoms-younger-n1166026
[3] https://www.cdc.gov/coronavirus/2019-ncov/index.html?CVSCommunityToolkit
[2] https://twitter.com/i/events/1240701064585842688
[2] https://www.cnn.com/2020/03/03/health/us-coronavirus-cases-state-by-state/index.html
[2] https://mashable.com/article/penis-face-masks-coronavirus/
[1] https://twitter.com/JuanPenalosa/status/1279076631219515392
[1] https://twitter.com/J_Saunders32/status/1280207924464418816
[1] https://twitter.com/parkerbutler10/status/1279208645805461506
[1] https://twitter.com/davwain1/status/1279531972512055296?s=21

Top URLs in Tweet in G6:
[1] https://twitter.com/Khanoisseur/status/1279416560873078785
[1] https://medium.com/@tomaspueyo/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca

Top URLs in Tweet in G7:
[3] http://www.covid.gov.pk

Top URLs in Tweet in G8:
[2] https://twitter.com/clausvonwagner/status/1237320829698027523
[1] https://twitter.com/t_katharin/status/1280227444398657536
[1] https://twitter.com/ngiyalalela/status/1280071045253218304

Top URLs in Tweet in G9:
[19] https://twitter.com/HaraldofW/status/1278970209240571905
[1] https://twitter.com/haraldofw/status/1278970209240571905?s=21

Top URLs in Tweet in G10:
[1] https://twitter.com/LADeptHealth/status/1279822190863618048
[1] https://twitter.com/yinonw/status/1279894894379544576
[1] https://twitter.com/nygovcuomo/status/1279775385367056389
[1] https://twitter.com/_ohsamtastic/status/1279045846257016832

Top Domains
Top Domains in Tweet in Entire Graph:
[278] twitter.com
[61] instagram.com
[34] youtube.com
[13] facebook.com
[10] swarmapp.com
[9] cnn.com
[8] coviz.org
[8] cdc.gov
[8] history.com
[7] linkedin.com

Top Domains in Tweet in G1:
[1] cowspiracy.com

Top Domains in Tweet in G2:
[114] twitter.com
[50] instagram.com
[13] youtube.com
[10] swarmapp.com
[6] linkedin.com
[5] facebook.com
[4] cnn.com
[4] google.com
[3] cdc.gov
[3] flooringdirecttexas.com

Top Domains in Tweet in G4:
[1] dallascounty.org

Top Domains in Tweet in G5:
[17] twitter.com
[8] history.com
[5] nbcnews.com
[4] cnn.com
[3] cdc.gov
[2] mashable.com
[1] washingtonpost.com
[1] reut.rs
[1] reuters.com
[1] nytimes.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G7:
[3] gov.pk

Top Domains in Tweet in G8:
[4] twitter.com

Top Domains in Tweet in G9:
[20] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2248] flattenthecurve
[1633] climatestrikeonline
[808] covid19
[291] maskenpflicht
[240] coronavirus
[221] kenya
[219] stayhome
[167] staysafe
[157] socialdistancing
[151] stayathome



Top Hashtags in Tweet in G1:
[1283] climatestrikeonline
[18] flattenthecurve
[16] fridaysforfuture
[16] schoolstrike4climate
[15] stayathome
[7] climatecrisis
[2] masks4all
[1] kenya
[1] stayinside
[1] co2

Top Hashtags in Tweet in G2:
[626] flattenthecurve
[170] covid19
[87] stayhome
[82] coronavirus
[69] socialdistancing
[64] staysafe
[60] wearamask
[39] stayathome
[35] pandemic
[31] covid

Top Hashtags in Tweet in G3:
[343] climatestrikeonline
[220] kenya
[30] stayathome
[25] climatechange
[22] flattenthecurve
[22] climatecrisis
[20] fridaysforfuture
[17] actonclimate
[16] climateemergency
[10] climatejusticenow

Top Hashtags in Tweet in G4:
[22] covid19
[7] firefighters
[7] flattenthecurve
[1] quarantine

Top Hashtags in Tweet in G5:
[102] flattenthecurve
[24] wearadamnmask
[17] stayhome
[13] covid19
[13] staythefhome
[12] stayathome
[9] thinksmart
[8] wearamasksavealife
[7] wearamask
[7] stayathomesavelives

Top Hashtags in Tweet in G6:
[5] flattenthecurve
[1] publichealth
[1] covid19
[1] virus
[1] vaccine
[1] stayhome
[1] wearamask
[1] stopthespread
[1] canceleverything
[1] socialdistancing

Top Hashtags in Tweet in G7:
[153] covid19
[10] flattenthecurve
[5] dailyupdate
[3] coronavirusupdates
[3] socialdistancing
[3] togetherathome
[3] stayathome
[2] covid19sa
[2] stayhome
[2] staysafe

Top Hashtags in Tweet in G8:
[274] maskenpflicht
[14] flattenthecurve
[2] artofquarantine
[1] schulschließung
[1] homeschooling
[1] covid19

Top Hashtags in Tweet in G9:
[78] flattenthecurve
[1] firefauci

Top Hashtags in Tweet in G10:
[28] flattenthecurve
[10] besafetho
[10] stayhome
[4] covidー19
[4] wearamask
[1] trumpvirus
[1] heroesact
[1] georgefloydact
[1] nystrong
[1] nystate

Top Words
Top Words in Tweet in Entire Graph:
[2247] #flattenthecurve
[1676] keep
[1633] #climatestrikeonline
[1631] week
[1608] school
[1597] strike
[1405] go
[1382] summer
[1379] gretathunberg
[1376] holiday

Top Words in Tweet in G1:
[1287] gretathunberg
[1283] #climatestrikeonline
[1281] school
[1281] strike
[1281] week
[1268] keep
[1268] go
[1267] 98
[1267] climate
[1267] crisis

Top Words in Tweet in G2:
[626] #flattenthecurve
[170] #covid19
[87] #stayhome
[82] #coronavirus
[69] #socialdistancing
[64] #staysafe
[60] #wearamask
[59] curve
[52] covid
[46] mask

Top Words in Tweet in G3:
[343] #climatestrikeonline
[329] week
[313] strike
[303] school
[302] keep
[220] 55
[220] #kenya
[220] part
[220] solution
[220] let's

Top Words in Tweet in G4:
[336] cases
[208] judgeclayj
[170] dchhs
[168] reports
[168] 062
[168] today
[168] fortunate
[168] report
[168] deaths
[168] over

Top Words in Tweet in G5:
[102] #flattenthecurve
[57] docrocktex26
[44] coronavirus
[31] people
[30] study
[29] cnn
[28] make
[24] more
[24] faster
[24] #wearadamnmask

Top Words in Tweet in G6:
[160] herd
[160] immunity
[159] cnni
[159] those
[159] gauging
[159] current
[159] behavior
[159] likelihood
[159] develop
[159] lifetime

Top Words in Tweet in G7:
[153] #covid19
[150] cases
[146] point
[146] longer
[146] government
[146] trying
[146] stem
[146] rising
[146] individuals
[145] gilbertcremulla

Top Words in Tweet in G8:
[274] aufhebung
[274] #maskenpflicht
[141] profdtschneider
[137] diskussion
[137] unerträglich
[137] dumm
[137] heute
[137] bedeutet
[136] #s
[14] #flattenthecurve

Top Words in Tweet in G9:
[78] #flattenthecurve
[74] dumbest
[74] costliest
[74] meme
[74] history
[73] oliverbeige
[73] chances
[73] human
[3] sweden
[2] strategy

Top Words in Tweet in G10:
[28] #flattenthecurve
[25] nygovcuomo
[18] continue
[14] go
[13] locksmithbar
[13] grab
[13] once
[12] dear
[12] liquor
[12] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1587] school,strike
[1587] strike,week
[1363] gretathunberg,school
[1352] week,98
[1352] 98,climate
[1352] climate,crisis
[1352] crisis,doesn
[1352] doesn,go
[1352] go,summer
[1352] summer,holiday

Top Word Pairs in Tweet in G1:
[1281] school,strike
[1281] strike,week
[1277] gretathunberg,school
[1267] week,98
[1267] 98,climate
[1267] climate,crisis
[1267] crisis,doesn
[1267] doesn,go
[1267] go,summer
[1267] summer,holiday

Top Word Pairs in Tweet in G2:
[39] covid,19
[35] #covid19,#flattenthecurve
[28] social,distancing
[21] flattened,curve
[20] #flattenthecurve,#socialdistancing
[19] #covid19,#coronavirus
[19] #stayhome,#flattenthecurve
[19] #stayathome,#stayhome
[18] flatten,curve
[18] curve,#stayathome

Top Word Pairs in Tweet in G3:
[303] school,strike
[303] strike,week
[220] week,55
[220] 55,#kenya
[220] #kenya,part
[220] part,solution
[220] solution,let's
[220] let's,keep
[220] keep,fighting
[219] patriciakombo,school

Top Word Pairs in Tweet in G4:
[168] judgeclayj,dchhs
[168] dchhs,reports
[168] reports,062
[168] 062,cases
[168] cases,today
[168] today,fortunate
[168] fortunate,report
[168] report,deaths
[168] deaths,over
[168] over,000

Top Word Pairs in Tweet in G5:
[21] study,confirms
[21] confirms,version
[21] version,coronavirus
[21] coronavirus,spreads
[21] spreads,faster
[21] faster,make
[21] make,people
[21] people,sicker
[21] sicker,cnn
[21] cnn,#wearadamnmask

Top Word Pairs in Tweet in G6:
[160] herd,immunity
[159] cnni,those
[159] those,gauging
[159] gauging,current
[159] current,behavior
[159] behavior,likelihood
[159] likelihood,herd
[159] immunity,develop
[159] develop,lifetime
[158] tal7291,cnni

Top Word Pairs in Tweet in G7:
[146] point,longer
[146] longer,government
[146] government,trying
[146] trying,stem
[146] stem,rising
[146] rising,cases
[146] cases,#covid19
[146] #covid19,individuals
[145] gilbertcremulla,point
[145] individuals,practi

Top Word Pairs in Tweet in G8:
[274] aufhebung,#maskenpflicht
[137] diskussion,aufhebung
[137] #maskenpflicht,unerträglich
[137] unerträglich,dumm
[137] dumm,aufhebung
[137] #maskenpflicht,heute
[137] heute,bedeutet
[136] profdtschneider,diskussion
[136] bedeutet,#s
[5] nein,kein

Top Word Pairs in Tweet in G9:
[74] #flattenthecurve,dumbest
[74] dumbest,costliest
[74] costliest,meme
[73] chances,#flattenthecurve
[73] meme,human
[73] human,history
[72] oliverbeige,chances

Top Word Pairs in Tweet in G10:
[13] grab,go
[12] dear,nygovcuomo
[12] nygovcuomo,continue
[12] continue,grab
[12] go,liquor
[12] liquor,until
[12] until,full
[12] full,capacity
[12] capacity,once
[12] once,again

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@profdtschneider
@govmurphy
@joebiden
@repthomasmassie
@gretathunberg
@maddow
@em_resus
@johnlegend
@gavinnewsom

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@judgeclayj
@dchhs

Top Replied-To in G5:
@realdonaldtrump
@dougducey
@cnn
@govrondesantis
@maddow
@aslavitt
@bkcarter05
@suesweenie
@miguelnbc
@johntory

Top Replied-To in G6:
@cnni

Top Replied-To in G8:
@profdtschneider
@markus_soeder

Top Replied-To in G9:
@greg_travis
@andrewnoymer
@oliverbeige
@alistairhaimes
@fox61news

Top Replied-To in G10:
@ksatnews
@lazarus1957
@nygovcuomo
@realdonaldtrump
@sleek429
@ianmsc
@maddow
@nysdoccs
@realannapaulina
@lawrencehughes

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@judgeclayj
@dchhs
@tal7291
@cnni
@gilbertcremulla
@profdtschneider
@oliverbeige
@docrocktex26

Top Mentioned in G1:
@gretathunberg
@usaparents
@patriciakombo
@thegentyyc
@1a

Top Mentioned in G2:
@ginger_exchange
@wqbelle
@flooringdirectx
@egmontinstitute
@afdverbot2020
@oldwisefool
@joeyberry2020
@sdgscameroon
@crispyrobot77

Top Mentioned in G3:
@patriciakombo
@gretathunberg
@mubiruhumble
@patreeinitiati1
@gireesh71841220
@solo_syn_
@fridays4future
@unfccc
@travis4climate
@wwf_kenya

Top Mentioned in G4:
@judgeclayj
@dchhs
@dallasfireres_q
@cityofdallas

Top Mentioned in G5:
@docrocktex26
@cnn
@realdonaldtrump
@govrondesantis
@potus
@nbcnews
@reuters
@history
@pannlewis44
@cdcgov

Top Mentioned in G6:
@tal7291
@cnni
@2020willbelit

Top Mentioned in G7:
@gilbertcremulla
@mopanipharm
@ipacfoundation
@stojkovic_alex

Top Mentioned in G8:
@profdtschneider
@dgkj_ev
@angiestone_
@markus_soeder
@sascha_p
@brilliant_ads

Top Mentioned in G9:
@oliverbeige
@jensboman
@wassenuss
@apollo197812
@grady_booch
@haraldofw

Top Mentioned in G10:
@nygovcuomo
@locksmithbar
@vp
@nysfair
@lovesafetyfirst
@lazarus1957
@nysocfs
@maddow
@gop
@famd_al

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@oldlady12345
@lindaleeking
@monicasloves
@wrikent3500
@cybersec_feeds
@inquirerdotnet
@jilliemary
@tacobell
@menabster

Top Tweeters in G1:
@oldlady12345
@menabster
@der_bluthund
@billieo2
@therezafontoura
@daveyk317
@rnitsch
@anselmonadir
@kouzie01
@hackneywick

Top Tweeters in G2:
@kellyrek
@nikluk
@iramey
@grandmaj2
@taurusangel26
@divasmind
@nathanaelb
@pandoraspockswp
@naturalbeings01
@chemicaleyeguy

Top Tweeters in G3:
@occuworld
@fwwinterberg
@emperatriz1827
@richrake
@allan_crawshaw
@brade1991
@ewestaway
@diemaus7
@euphoriceuler
@mwt2008

Top Tweeters in G4:
@eddarrell
@knight201701
@casablancaric
@ancientbob
@dallasanalytics
@bgheaven
@jvstbam
@ruthellaowens
@loyalpromise
@ppogpod

Top Tweeters in G5:
@actdontreact
@reuters
@docrocktex26
@armsivilli
@amb0306
@tam_resist
@nytimes
@mashable
@washingtonpost
@dvanhook822

Top Tweeters in G6:
@joannecangal
@urbangem
@sar_oso
@maryalicebisho2
@penneyewart
@cathleenkucz
@tempkt
@rocky1542
@mimitexasangel
@cynicalvision50

Top Tweeters in G7:
@elaykho
@revilleslily06
@kotobukilloyd78
@evidenteaida
@naattuvarthakal
@milkyway1969
@stojkovic_alex
@jessesprawl
@benign0
@jnllyn

Top Tweeters in G8:
@ariantoser
@sixteentender
@sascha_p
@_mirosu_
@angela_3110_
@c_heinrich_83
@iosqueendom
@midagro
@demon81
@sgrejama

Top Tweeters in G9:
@schwingcat
@taxpayers1234
@ajcalmaga
@darylmox
@stickeenotes
@oldsaltcityace
@fox61news
@buddy3880309
@joesanders33
@mscbboots

Top Tweeters in G10:
@sixfever
@redskin_girlnm
@jill_gregory
@ksatnews
@moankittymeow
@foxandfriends
@vonniecalland
@papigrinchx
@gop
@lazarus1957


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.