#FlattenTheCurve, Twitter, 7/26/2020 4:28:45 PM, 231138


FAQ | Problem?

#FlattenTheCurve_2020-07-26_01-10-13.xlsx
#FlattenTheCurve_2020-07-26_01-10-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 26, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2X0hRvb
@gretathunberg
@morethanmysle
@llabuda
@senbobcasey
@tidningsbud
@btkrth
@tijdvooreten
@docassar
@realdonaldtrump
@healthdouglasco

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#coronavirus
#maskup

Description:
Description
The graph represents a network of 5,184 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 Sunday, 26 July 2020 at 08:13 UTC.

The requested start date was Sunday, 26 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, 20-hour, 3-minute period from Tuesday, 21 July 2020 at 15:49 UTC to Saturday, 25 July 2020 at 11:53 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 : 5184
Unique Edges : 1857
Edges With Duplicates : 8067
Total Edges : 9924
Number of Edge Types : 5
Retweet : 3567
MentionsInRetweet : 3966
Mentions : 1065
Tweet : 1100
Replies to : 226
Self-Loops : 1137
Reciprocated Vertex Pair Ratio : 0.00785062592828347
Reciprocated Edge Ratio : 0.0155789473684211
Connected Components : 923
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 2028
Maximum Edges in a Connected Component : 4139
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.84483
Graph Density : 0.000176785812116058
Modularity : 0.48071
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 5,184 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 Sunday, 26 July 2020 at 08:13 UTC.

The requested start date was Sunday, 26 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, 20-hour, 3-minute period from Tuesday, 21 July 2020 at 15:49 UTC to Saturday, 25 July 2020 at 11:53 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:
[10] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus
[7] https://www.youtube.com/watch?v=Oc7YRHVTJh8&feature=youtu.be

[7] https://linktr.ee/stay6ftapart
[6] https://www.qualtrics.com/here-to-help/
[6] https://twitch.tv/taxigamingco
[6] https://www.nahb.org/coronavirus
[5] https://www.rivcoph.org/coronavirus
[4] https://www.twitch.tv/nezuryu
[4] https://www.twitch.tv/boehser__onkel
[4] https://cdc.gov/

Top URLs in Tweet in G2:
[3] https://590games.com/sm-FB
[3] http://www.covid.gov.pk
[2] https://twitter.com/TOPublicHealth/status/1285591099516559360
[2] http://www.cft.co.ke
[2] http://www.bedsider.org/where_to_get_it
[2] https://easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.worldometers.info/coronavirus/country/us/
[2] https://sheffieldafrica.com/up-to-50-off-on-dish-washer/
[2] https://mymasks.com/
[2] https://twitter.com/CNN/status/1286494655161536513

Top URLs in Tweet in G4:
[2] https://docs.google.com/spreadsheets/d/1T5Q1xnHFBFcsaVWTH2Flqe5i7Hp7CwfsWHWuwTZyi88/edit?usp=sharing
[1] https://twitter.com/mpesce/status/1286197260330573824
[1] https://twitter.com/adriandix/status/1286435930916573184
[1] https://news.gov.bc.ca/ministries/health
[1] https://twitter.com/richardzussman/status/1285702864598335490
[1] https://twitter.com/selinarobinson/status/1286431595692318720
[1] https://twitter.com/bcgovnews/status/1286406491193462787

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230939
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230927
[1] https://twitter.com/davwain1/status/1285431914069884928?s=21
[1] https://twitter.com/davwain1/status/1285435253860040704?s=21
[1] https://twitter.com/davwain1/status/1284534522655264769?s=21
[1] https://twitter.com/davwain1/status/1285431914069884928

Top URLs in Tweet in G7:
[3] https://cdc.gov/
[1] https://twitter.com/FambroughAdv/status/1286054394736390145
[1] https://twitter.com/realDonaldTrump/status/1286021372070830084
[1] https://twitter.com/thehill/status/1286020941672153089
[1] https://twitter.com/GOP/status/1285952827051868161
[1] https://www.wissports.net/news_article/show/1110971
[1] https://twitter.com/NationalPTA/status/1286742706794962945
[1] https://twitter.com/blancamesa/status/1286325612718718985
[1] https://twitter.com/govrondesantis/status/1286699141989568514
[1] https://twitter.com/dwuhlfelderlaw/status/1286674185943764993

Top URLs in Tweet in G8:
[1] https://twitter.com/Amref_Worldwide/status/1285084782238588928
[1] https://twitter.com/Amref_Worldwide/status/1285812278206570501
[1] https://twitter.com/AYARHEP_KENYA/status/1285140527147433984
[1] https://twitter.com/AYARHEP_KENYA/status/1285136118879604736
[1] https://allafrica.com/stories/202007170642.html
[1] https://twitter.com/nairobiyac/status/1277503307490177025

Top URLs in Tweet in G9:
[3] https://twitter.com/WHO/status/1283787493096202240?s=20
[2] https://www.groene.nl/artikel/druppelsgewijs
[2] https://twitter.com/LarsBoelen/status/1239546914858770438?s=19
[2] https://takecaremondkapjes.nl/
[2] https://voxeu.org/article/unmasked-effect-face-masks-spread-covid-19#.XxdkKT55tjI.twitter
[1] https://www.sciencedaily.com/releases/2020/04/200424081648.htm
[1] https://twitter.com/trishgreenhalgh/status/1257319863615250432?s=19
[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800
[1] https://twitter.com/rbb24/status/1251898210618085377
[1] https://twitter.com/tijdvooreten/status/1286367290485813250?s=20

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2279] flattenthecurve
[1621] climatestrikeonline
[708] covid19
[218] coronavirus
[168] maskup
[142] wearamask
[127] covid_19
[126] socialdistancing
[124] staysafe
[119] inthistogether



Top Hashtags in Tweet in G1:
[1574] climatestrikeonline
[9] flattenthecurve
[4] stayathome
[4] fridaysforfuture
[4] schoolstrike4climate
[3] surgicalmasks
[3] fauci
[3] sexeducation
[3] arpoddysey
[3] covid19

Top Hashtags in Tweet in G2:
[575] flattenthecurve
[165] covid19
[69] coronavirus
[64] socialdistancing
[49] staysafe
[42] covid_19
[40] wearamask
[35] stayhome
[28] washyourhands
[24] maskup

Top Hashtags in Tweet in G3:
[2] flattenthecurve
[1] thankyoudrfauci
[1] climatestrikeonline
[1] trumpvirus

Top Hashtags in Tweet in G4:
[45] flattenthecurve
[31] covid19
[7] newnormal
[6] coronaupdate
[6] jacovid19
[6] jamaicatoday
[6] latestnews
[6] bcpoli
[6] inthistogether
[4] sanfrancisco

Top Hashtags in Tweet in G5:
[113] flattenthecurve
[95] inthistogether
[93] necovid19
[12] staysafe
[11] covid19
[7] coronavirus
[6] indiafightscorona
[6] stayhome
[6] drswatishow
[6] coronasedarona

Top Hashtags in Tweet in G6:
[107] maskup
[5] dyk
[2] flattenthecurve
[1] climatestrikeonline
[1] covid19
[1] kernelofinnovation

Top Hashtags in Tweet in G7:
[61] flattenthecurve
[16] covid19
[9] wearamask
[9] coronavirus
[8] besafetho
[8] stayhome
[8] florida
[5] covid_19
[5] rondesantis
[3] stopthespread

Top Hashtags in Tweet in G8:
[43] flattenthecurve
[18] covid19
[8] ad
[4] covid19pandemic
[4] covid19africa
[4] staysafe
[3] noexcuses
[3] noamsorry
[3] srh
[3] indonesian

Top Hashtags in Tweet in G9:
[23] flattenthecurve
[14] mondkapjes
[11] tweedegolf
[10] corona
[9] covid19nl
[5] basisregels
[5] covid19
[5] rivm
[4] r
[4] ventilatie

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[2279] #flattenthecurve
[1740] summer
[1732] crisis
[1676] keep
[1652] school
[1650] gretathunberg
[1650] doesn
[1641] go
[1623] week
[1621] #climatestrikeonline

Top Words in Tweet in G1:
[1685] crisis
[1627] gretathunberg
[1574] #climatestrikeonline
[1573] school
[1573] strike
[1573] week
[1573] climate
[1573] doesn
[1573] go
[1573] summer

Top Words in Tweet in G2:
[575] #flattenthecurve
[165] #covid19
[69] #coronavirus
[68] mask
[64] #socialdistancing
[60] covid
[50] 19
[49] #staysafe
[46] cases
[42] #covid_19

Top Words in Tweet in G3:
[204] dr
[204] fauci
[203] trump
[203] invited
[203] throw
[203] first
[203] pitch
[203] nationals
[203] game
[203] major

Top Words in Tweet in G4:
[147] cases
[133] increase
[132] many
[131] adriandix
[130] social
[129] community
[129] summer
[128] transmission
[128] interactions
[128] trend

Top Words in Tweet in G5:
[113] #flattenthecurve
[95] #inthistogether
[93] #necovid19
[91] nedhhs
[77] healthdouglasco
[54] today
[52] doesn
[52] stop
[51] much
[51] easier

Top Words in Tweet in G6:
[107] #maskup
[107] science
[107] speaks
[107] louder
[107] words
[107] wore
[107] mask
[107] yesterday
[107] today
[107] again

Top Words in Tweet in G7:
[61] #flattenthecurve
[16] realdonaldtrump
[16] #covid19
[14] govrondesantis
[10] day
[9] one
[9] still
[9] #wearamask
[9] #coronavirus
[8] #besafetho

Top Words in Tweet in G8:
[43] #flattenthecurve
[20] ayarhep_kenya
[18] #covid19
[15] mask
[14] corona
[13] face
[13] support
[12] virus
[12] community
[12] spread

Top Words in Tweet in G9:
[23] #flattenthecurve
[17] rivm
[14] tijdvooreten
[14] #mondkapjes
[12] dit
[12] tmondkapjes
[11] #tweedegolf
[11] possible
[10] zijn
[10] #corona

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1604] school,strike
[1595] climate,crisis
[1594] strike,week
[1594] crisis,doesn
[1594] doesn,go
[1594] holiday,keep
[1594] keep,protesting
[1593] go,summer
[1593] summer,holiday
[1593] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G1:
[1573] school,strike
[1573] strike,week
[1573] climate,crisis
[1573] crisis,doesn
[1573] doesn,go
[1573] go,summer
[1573] summer,holiday
[1573] holiday,keep
[1573] keep,protesting
[1573] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G2:
[47] covid,19
[39] #covid19,#flattenthecurve
[26] wear,mask
[25] social,distancing
[18] #staysafe,#flattenthecurve
[16] #covid19,#coronavirus
[16] #socialdistancing,#flattenthecurve
[16] face,mask
[15] #flattenthecurve,#covid19
[14] #stayhome,#flattenthecurve

Top Word Pairs in Tweet in G3:
[204] dr,fauci
[203] fauci,trump
[203] trump,invited
[203] invited,throw
[203] throw,first
[203] first,pitch
[203] pitch,nationals
[203] nationals,game
[203] game,major
[203] major,league

Top Word Pairs in Tweet in G4:
[128] many,cases
[128] cases,community
[128] community,transmission
[128] transmission,increase
[128] increase,social
[128] social,interactions
[128] interactions,summer
[128] summer,trend
[128] trend,concern
[127] adriandix,many

Top Word Pairs in Tweet in G5:
[89] #necovid19,#inthistogether
[86] #flattenthecurve,#necovid19
[77] #inthistogether,nedhhs
[51] doesn,much
[51] much,easier
[51] easier,stop
[51] stop,today
[51] today,#flattenthecurve
[48] healthdouglasco,doesn
[40] nedhhs,omaha_scanne

Top Word Pairs in Tweet in G6:
[107] #maskup,science
[107] science,speaks
[107] speaks,louder
[107] louder,words
[107] words,wore
[107] wore,mask
[107] mask,yesterday
[107] yesterday,today
[107] today,again
[107] again,tomorrow

Top Word Pairs in Tweet in G7:
[8] #besafetho,#flattenthecurve
[6] #flattenthecurve,#stayhome
[5] 15,days
[5] days,#flattenthecurve
[4] july,26th
[4] grab,go
[4] go,booze
[4] dramerling,marklevinshow
[4] marklevinshow,realdonaldtrump
[4] realdonaldtrump,dbongino

Top Word Pairs in Tweet in G8:
[10] corona,virus
[8] community,needs
[8] needs,right
[8] right,stop
[8] stop,spread
[8] spread,coronavirus
[8] coronavirus,maintain
[8] maintain,physical
[8] physical,distance
[8] distance,support

Top Word Pairs in Tweet in G9:
[8] adviseert,aanvulling
[8] aanvulling,nederlandse
[8] nederlandse,corona
[8] corona,regels
[8] regels,possible
[8] possible,open
[8] open,windows
[8] windows,doors
[7] waarom,zijn
[7] zijn,rivm

Top Replied-To
Top Replied-To in Entire Graph:
@nasa
@govrondesantis
@cnn
@op1npo
@tb_times
@nswhealth
@cdcgov
@gretathunberg
@donaldjtrumpjr
@rivm

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@joncoopertweets

Top Replied-To in G4:
@ctvvancouver
@adriandix

Top Replied-To in G5:
@matt03141981
@bingslnzp

Top Replied-To in G7:
@govrondesantis
@tb_times
@cdcgov
@nygovcuomo
@donwinslow
@zoey84334587
@dramerling
@carolforden
@1merica_jv
@caslernoel

Top Replied-To in G8:
@ayarhep_kenya
@dollarmanke
@jehangirrmalik
@kombemartha

Top Replied-To in G9:
@op1npo
@rivm
@fransweisglas
@advanoosten
@mousmar
@shossontwits
@sigilux
@hugodejonge
@emile1404
@marionkoopmans

Top Replied-To in G10:
@oddworld2020

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@morethanmysle
@adriandix
@senbobcasey
@nedhhs
@healthdouglasco
@gp_commsafety
@kimmangone
@canucksfin

Top Mentioned in G1:
@gretathunberg
@beccastevensbsb

Top Mentioned in G2:
@ginger_exchange
@kidkool4u
@mbesha94s1
@fossilcote_ltd
@dontdogerms
@beecoz3001
@cyfrastech
@easylivingfl
@brainbubbles_de

Top Mentioned in G3:
@morethanmysle
@gretathunberg

Top Mentioned in G4:
@adriandix
@mpesce
@bobdeithmrm
@lanapopham
@jasosamd
@ctvvancouver
@firemammaau
@fraserhealth
@vancouversun
@myjamaicatoday

Top Mentioned in G5:
@nedhhs
@healthdouglasco
@unmccoph
@omaha_scanner
@dctreasurer
@omahafiredept
@omahapolice
@drswatishow
@dc

Top Mentioned in G6:
@senbobcasey
@cornrefiners
@gretathunberg

Top Mentioned in G7:
@realdonaldtrump
@govrondesantis
@cdcgov
@nationals
@nygovcuomo
@locksmithbar
@marklevinshow
@dbongino
@davidwebbshow
@dramerling

Top Mentioned in G8:
@ayarhep_kenya
@amref_worldwide
@kenyasrhr
@who
@wofakkenya
@nephakkenya
@bbcstoryworks
@aidsfonds_intl
@gracemuthoni58
@jerop_limo

Top Mentioned in G9:
@tijdvooreten
@rivm
@tmondkapjes
@minvws
@hugodejonge
@jankluytmans
@terivalentina
@op1npo
@ggdamsterdam

Top Mentioned in G10:
@mdomino07
@m0j0zwingz
@welshsprout
@trophicsoul
@kmawe_1951
@teddy275
@cokogay
@monabella01
@scott_5d
@irkenz

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@ez4u2say_janis
@bkindngood
@homegypsy
@chrisbrey1
@thehill
@veram43395421

Top Tweeters in G1:
@gocoo_59
@gocoo
@jurylady5
@homegypsy
@chrisbrey1
@altai_armande
@tigerbeat
@rnitsch
@domenico1oo777
@pistonmach

Top Tweeters in G2:
@ladyboarder9669
@michaelmiguelce
@cabingoddess
@williamtincup
@onelonedolphin
@shamznoor
@djdynamicnc
@nighthawk72
@mrsayten
@redmayne_robert

Top Tweeters in G3:
@wellness4you13
@spencz1997
@asmith702
@rodneyclaeys
@teckiegirl
@deansherrys
@ruthmkb
@rosiem1919
@npazderski
@damian_godden

Top Tweeters in G4:
@suestroud
@vancouversun
@mpesce
@kelownascott
@john68richmond
@justmemarie2
@naattuvarthakal
@ow_my_back_
@canageek
@asbinvancity

Top Tweeters in G5:
@modifidbhaaarat
@news24tvchannel
@girlhusker84
@davwain1
@russ30327
@ccooke6685
@cletushusker
@singerlouise
@citytshwane
@sapoliceservice

Top Tweeters in G6:
@oldlady12345
@beverly21811568
@famouspixs
@wismiss3
@odoylecharlotte
@mucketymucks
@wrensoar
@kathclesage
@globaldancer38
@itsallbs2017

Top Tweeters in G7:
@carlyinnj
@sxdoc
@carolforden
@tb_times
@karleezysway
@gnwayland
@djtmentionsbot
@deepcow
@soslocksmithdfw
@ddale8

Top Tweeters in G8:
@tzdiscovery
@allafrica
@who
@jesswade
@mohfw_india
@kombemartha
@fahe_k
@angiebabycakes6
@nrpa_news
@fireryjack

Top Tweeters in G9:
@marizsmn
@nos
@btkrth
@schiphol
@tijdvooreten
@sigilux
@monstervanwkoop
@eradus2911
@advanoosten
@elzet15

Top Tweeters in G10:
@riskalert
@numbers28
@paulandrosa1
@citizenpsych
@usuckdt
@sddnp
@sdr_medco
@nikkithegreen
@conniey98406708
@cheyennesmoon