#FlattenTheCurve, Twitter, 8/4/2020 10:43:38 AM, 231808


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#FlattenTheCurve_2020-08-04_02-45-31.xlsx
#FlattenTheCurve_2020-08-04_02-45-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 04, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3i5h0Bj
@gretathunberg
@docassar
@betterbyfar
@realdonaldtrump
@patriciakombo
@tijdvooreten
@nygovcuomo
@dina_interiors
@healthdouglasco
@karl_lauterbach

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19

Description:
Description
The graph represents a network of 7,526 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 Tuesday, 04 August 2020 at 09:49 UTC.

The requested start date was Tuesday, 04 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, 18-hour, 7-minute period from Friday, 24 July 2020 at 18:10 UTC to Monday, 03 August 2020 at 12:17 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 : 7526
Unique Edges : 3523
Edges With Duplicates : 11893
Total Edges : 15416
Number of Edge Types : 5
Replies to : 422
Mentions : 1924
Tweet : 1808
Retweet : 5103
MentionsInRetweet : 6159
Self-Loops : 1872
Reciprocated Vertex Pair Ratio : 0.00647423792824386
Reciprocated Edge Ratio : 0.0128651835968909
Connected Components : 1375
Single-Vertex Connected Components : 644
Maximum Vertices in a Connected Component : 3137
Maximum Edges in a Connected Component : 7644
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.936222
Graph Density : 0.000131760285274614
Modularity : 0.483986
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,526 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 Tuesday, 04 August 2020 at 09:49 UTC.

The requested start date was Tuesday, 04 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, 18-hour, 7-minute period from Friday, 24 July 2020 at 18:10 UTC to Monday, 03 August 2020 at 12:17 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
[14] https://www.youtube.com/watch?v=0dAzFBhW5Ss&feature=youtu.be

[12] https://www.twitch.tv/boehser__onkel
[12] https://www.qualtrics.com/here-to-help/
[10] https://www.trendysubs.com/
[9] https://www.youtube.com/watch?v=Oc7YRHVTJh8&feature=youtu.be

[9] https://linktr.ee/stay6ftapart
[8] https://www.worldometers.info/coronavirus/country/us/
[7] https://mymasks.com/
[6] 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
[1] https://twitter.com/cnn/status/1286897492785860608
[1] https://twitter.com/alex_verbeek/status/1286973592358588417

Top URLs in Tweet in G2:
[10] https://www.trendysubs.com/
[5] 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
[4] http://www.covid.gov.pk
[4] http://www.trendysubs.com/
[4] https://www.gconvo.com/
[3] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimate.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage
[3] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimation.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage

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

Top URLs in Tweet in G4:
[1] https://twitter.com/dwuhlfelderlaw/status/1286674185943764993
[1] https://www.reuters.com/article/us-health-coronavirus-airlines-idUSKCN24V3NC
[1] https://twitter.com/demwrite/status/1289017584612864001
[1] https://twitter.com/X22Report/status/1287834119263719424
[1] https://twitter.com/mochapoca/status/1288274172238614535
[1] https://twitter.com/mochapoca/status/1288320971557003264
[1] https://www.nbcphiladelphia.com/news/local/lanternflies-return-to-our-area/2482027/
[1] http://www.iecolab.org/blog/2020/07/nbc-interviews-dr-helmus-about-spotted-lanternfly-again/
[1] https://twitter.com/NYGovCuomo/status/1289677747057561600
[1] https://twitter.com/DavidBegnaud/status/1245906088911949826

Top URLs in Tweet in G5:
[1] https://twitter.com/siegfried_mayer/status/1289827068889440256
[1] https://twitter.com/ascotblack/status/1289204563552038913
[1] https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/Fallzahlen.html
[1] https://www.apotheke-adhoc.de/nachrichten/detail/politik/rki-in-grosser-sorge-mehr-corona-infektionen-abseits-von-hotspots/

Top URLs in Tweet in G7:
[1] https://twitter.com/CityOfLincoln/status/1287853599595417601
[1] https://twitter.com/chicagosmayor/status/1289184145499762690

Top URLs in Tweet in G8:
[2] https://twitter.com/Karl_Lauterbach/status/1273317702363426816
[1] https://twitter.com/RND_de/status/1289488201350967297
[1] https://www.youtube.com/watch?v=l_Sr2cVHS5M&feature=youtu.be

[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800
[1] https://twitter.com/bzga_de/status/1281204454650449923
[1] https://twitter.com/LarsBoelen/status/1239546914858770438?s=19
[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 G9:
[1] https://twitter.com/RichDuszak/status/1289904491433623552
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-in-the-us.html
[1] https://twitter.com/atriumhealth/status/1287427393112682499
[1] https://twitter.com/annatovaraz/status/1199069856177328128
[1] https://twitter.com/CBSNews/status/1286929085256601601
[1] https://twitter.com/GovInslee/status/1288192124597366784
[1] https://twitter.com/GavinNewsom/status/1288584739700572161
[1] https://www.linkedin.com/slink?code=g_vPbvc
[1] https://www.linkedin.com/posts/salimkizaraly_bigdata-agileanalytics-covid19-activity-6649016249521188864-LDum
[1] https://twitter.com/GaDPH/status/1285676022424383488

Top Domains
Top Domains in Tweet in Entire Graph:
[369] twitter.com
[115] instagram.com
[73] youtube.com
[44] gettyimages.com
[22] coviz.org
[17] twitch.tv
[15] sedo.com
[14] trendysubs.com
[12] google.com
[12] qualtrics.com

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

Top Domains in Tweet in G2:
[150] twitter.com
[49] instagram.com
[18] youtube.com
[15] sedo.com
[14] trendysubs.com
[9] swarmapp.com
[7] linkedin.com
[5] 590games.com
[5] ftc.gov
[4] google.com

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

Top Domains in Tweet in G4:
[15] twitter.com
[1] reuters.com
[1] nbcphiladelphia.com
[1] iecolab.org
[1] xkcd.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] rki.de
[1] apotheke-adhoc.de

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[10] twitter.com
[2] youtube.com
[2] nodexlgraphgallery.org
[1] ftm.nl

Top Domains in Tweet in G9:
[11] twitter.com
[2] linkedin.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3761] flattenthecurve
[2470] climatestrikeonline
[1177] covid19
[452] stayathome
[441] coronavirus
[358] fridaysforfuture
[262] covid_19
[249] stayhome
[245] socialdistancing
[229] wearamask



Top Hashtags in Tweet in G1:
[2040] climatestrikeonline
[48] fridaysforfuture
[43] flattenthecurve
[37] stayathome
[30] schoolstrike4climate
[28] climatejustice
[26] climateactionnow
[26] frackoffpse
[8] facetheclimateemergency
[7] rt

Top Hashtags in Tweet in G2:
[888] flattenthecurve
[265] covid19
[139] coronavirus
[91] staysafe
[83] wearamask
[75] stayhome
[68] socialdistancing
[65] washyourhands
[52] covid
[50] stopthespread

Top Hashtags in Tweet in G3:
[409] climatestrikeonline
[305] fridaysforfuture
[304] stayathome
[7] climatejustice
[6] flattenthecurve
[6] climateactionnow
[6] frackoffpse
[5] facetheclimateemergency
[4] schoolstrike4climate
[2] climatecrisis

Top Hashtags in Tweet in G4:
[82] flattenthecurve
[14] besafetho
[14] stayhome
[13] covid19
[8] coronavirus
[7] wearamask
[5] youarewrongbecause
[5] leadership
[4] wethepeople
[4] wecanbeheroes

Top Hashtags in Tweet in G5:
[69] flattenthecurve
[31] corona
[26] dummheit
[7] covid19
[7] zweitewelle
[3] bildungabersicher
[2] homeschooling
[2] containment
[2] frankreich
[2] stayathome

Top Hashtags in Tweet in G6:
[112] covid_19
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[106] flattenthecurve
[84] necovid19
[76] inthistogether
[11] showusyourmask
[3] itstoohot
[2] weekend
[2] wic
[2] lnk
[2] covideducation
[1] omaha

Top Hashtags in Tweet in G8:
[35] flattenthecurve
[29] covid19
[12] mondkapjes
[11] covid__19
[9] omt
[8] covid19nl
[7] stayhome
[7] staysafe
[7] staystrong
[7] blacklivesmatter

Top Hashtags in Tweet in G9:
[46] flattenthecurve
[11] freethemall
[10] slowthespread
[9] stopthespread
[8] wearamask
[8] socialdistancing
[7] covid19
[7] stayathome
[6] california
[5] middleclass

Top Hashtags in Tweet in G10:
[88] covid19
[88] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[3761] #flattenthecurve
[2553] week
[2491] school
[2470] #climatestrikeonline
[2465] strike
[2277] keep
[2249] crisis
[2193] climate
[2183] gretathunberg
[2170] go

Top Words in Tweet in G1:
[2051] week
[2045] strike
[2042] school
[2040] #climatestrikeonline
[2022] climate
[2013] gretathunberg
[2007] crisis
[1995] keep
[1993] doesn
[1993] go

Top Words in Tweet in G2:
[888] #flattenthecurve
[265] #covid19
[138] #coronavirus
[91] #staysafe
[83] #wearamask
[76] mask
[75] covid
[75] #stayhome
[68] #socialdistancing
[66] stay

Top Words in Tweet in G3:
[465] week
[409] #climatestrikeonline
[406] school
[406] strike
[360] kenya
[305] #fridaysforfuture
[305] patriciakombo
[304] #stayathome
[303] act
[301] 57

Top Words in Tweet in G4:
[82] #flattenthecurve
[81] nygovcuomo
[68] truthsovertrump
[64] america
[63] curve
[63] pandemic
[61] citizens
[61] flatten
[61] coronavirus
[60] mobilized

Top Words in Tweet in G5:
[69] #flattenthecurve
[60] die
[54] gegen
[36] karl_lauterbach
[34] heute
[33] war
[32] stuffsalvor
[31] #corona
[31] gefährlich
[31] miob1781

Top Words in Tweet in G6:
[115] days
[113] current
[112] picture
[112] thousand
[112] words
[112] images
[112] show
[112] timeline
[112] speed
[112] getting

Top Words in Tweet in G7:
[106] #flattenthecurve
[84] #necovid19
[80] healthdouglasco
[80] unmccoph
[76] #inthistogether
[71] nedhhs
[69] mask
[56] please
[37] omaha_scanner
[37] dctreasurer

Top Words in Tweet in G8:
[35] #flattenthecurve
[31] die
[29] angela
[29] merkel
[29] #covid19
[27] benjalvarez1
[24] health
[23] explained
[23] effect
[23] higher

Top Words in Tweet in G9:
[46] #flattenthecurve
[26] gavinnewsom
[14] jails
[12] prisons
[11] #freethemall
[10] #slowthespread
[10] ask
[9] #stopthespread
[9] cdcgov
[9] decarcerate

Top Words in Tweet in G10:
[88] recorded
[88] 1464
[88] #covid19
[88] cases
[88] delta
[88] state
[88] continue
[88] work
[88] #flattenthecurve
[88] curb

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2461] school,strike
[2431] strike,week
[2160] climate,crisis
[2098] gretathunberg,school
[2098] crisis,doesn
[2098] doesn,go
[2098] go,summer
[2098] summer,holiday
[2098] holiday,keep
[2096] keep,protesting

Top Word Pairs in Tweet in G1:
[2042] school,strike
[2019] strike,week
[1996] climate,crisis
[1994] gretathunberg,school
[1993] crisis,doesn
[1993] doesn,go
[1993] go,summer
[1993] summer,holiday
[1993] holiday,keep
[1991] keep,protesting

Top Word Pairs in Tweet in G2:
[52] covid,19
[51] #covid19,#flattenthecurve
[39] social,distancing
[35] #covid19,#coronavirus
[34] #stopthespread,#flattenthecurve
[27] #staysafe,#flattenthecurve
[27] practicing,social
[26] #flattenthecurve,#socialdistancing
[25] kids,bored
[25] bored,practicing

Top Word Pairs in Tweet in G3:
[406] school,strike
[400] strike,week
[304] #stayathome,#fridaysforfuture
[302] #climatestrikeonline,#stayathome
[301] week,57
[301] 57,kenya
[301] kenya,act
[301] act,emergency
[301] emergency,#climatestrikeonline
[300] patriciakombo,school

Top Word Pairs in Tweet in G4:
[61] flatten,curve
[60] nygovcuomo,mobilized
[60] mobilized,citizens
[60] citizens,flatten
[60] curve,america
[60] america,ground
[60] ground,zero
[60] zero,coronavirus
[60] coronavirus,pandemic
[59] truthsovertrump,nygovcuomo

Top Word Pairs in Tweet in G5:
[32] stuffsalvor,karl_lauterbach
[31] miob1781,stuffsalvor
[31] #flattenthecurve,war
[30] karl_lauterbach,slogan
[30] slogan,#flattenthecurve
[30] war,fehler
[30] fehler,wissen
[30] wissen,heute
[30] heute,gefährlich
[30] gefährlich,virus

Top Word Pairs in Tweet in G6:
[112] picture,thousand
[112] thousand,words
[112] words,images
[112] images,show
[112] show,timeline
[112] timeline,current
[112] current,speed
[112] speed,getting
[112] getting,1000
[112] 1000,#covid_19

Top Word Pairs in Tweet in G7:
[81] #flattenthecurve,#necovid19
[71] #necovid19,#inthistogether
[66] #inthistogether,unmccoph
[62] unmccoph,nedhhs
[40] mask,#flattenthecurve
[36] nedhhs,omaha_scanner
[36] omaha_scanner,dctreasurer
[33] dctreasurer,omahafiredept
[33] omahafiredept,omahapolice
[23] need,mask

Top Word Pairs in Tweet in G8:
[29] angela,merkel
[23] merkel,explained
[23] explained,effect
[23] effect,higher
[23] higher,#covid19
[23] #covid19,infection
[23] infection,rate
[23] rate,country's
[23] country's,health
[23] health,system

Top Word Pairs in Tweet in G9:
[12] jails,prisons
[9] ask,gavinnewsom
[9] gavinnewsom,decarcerate
[9] decarcerate,jails
[9] prisons,#freethemall
[9] #freethemall,sends
[9] sends,cops
[9] cops,arrest
[8] asianprisonersc,ask
[8] arrest,#flattenthe

Top Word Pairs in Tweet in G10:
[88] recorded,1464
[88] 1464,#covid19
[88] #covid19,cases
[88] cases,delta
[88] delta,state
[88] state,continue
[88] continue,work
[88] work,#flattenthecurve
[88] #flattenthecurve,curb
[88] curb,spread

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@nygovcuomo
@cernovich
@govrondesantis
@realdonaldtrump
@qhttw
@govwhitmer
@nasa
@atrupar
@benjalvarez1

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G4:
@nygovcuomo
@cernovich
@govrondesantis
@realdonaldtrump
@projectlincoln
@cnn
@joebiden
@mikeemley
@betsydevos
@mirandadevine

Top Replied-To in G5:
@morgenpost
@jensspahn
@belex70
@gluckeundso
@schokomint
@diese_sirene
@stuffsalvor
@my2cent33044806
@olafrannflfan
@karl_lauterbach

Top Replied-To in G7:
@mayorleirion
@healthdouglasco

Top Replied-To in G8:
@benjalvarez1
@amecboard
@pesla
@parool
@alexandernl
@bosmana
@mkeulemans
@nieuwsuur
@vanhoorn
@anthonystigter

Top Replied-To in G9:
@gavinnewsom
@statehealthin
@govholcomb
@travelingman102
@cdcemergency

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@petra_khoury
@gp_commsafety
@iaokowa
@healthdouglasco
@nygovcuomo
@unmccoph
@truthsovertrump
@nedhhs

Top Mentioned in G1:
@gretathunberg
@solo_syn_
@patriciakombo
@travis4climate
@plonnemo
@fff
@friendsoscience
@wakiodorcas
@vanessa_vash
@licypriyak

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

Top Mentioned in G3:
@patriciakombo
@gretathunberg
@vanessa_vash
@licypriyak
@fff_digital
@wakiodorcas
@fri
@solo_syn_
@fridays4future
@redmayne_robert

Top Mentioned in G4:
@nygovcuomo
@truthsovertrump
@realdonaldtrump
@locksmithbar
@rondesantisfl
@govmurphy
@cnn
@chriscuomo
@nationals
@whitehouse

Top Mentioned in G5:
@karl_lauterbach
@stuffsalvor
@miob1781
@phoenix_de
@jensspahn
@rki_de
@hh_bsb
@tiesrabe
@welt
@fraumierau

Top Mentioned in G6:
@petra_khoury

Top Mentioned in G7:
@healthdouglasco
@unmccoph
@nedhhs
@omaha_scanner
@dctreasurer
@omahapolice
@omahafiredept
@douglascountyne
@dcsheriffne

Top Mentioned in G8:
@benjalvarez1
@rivm
@tijdvooreten
@volker_beck
@morethanmysle
@minvws
@afdverbot2021
@tmondkapjes
@xanderkoolman
@rki_de

Top Mentioned in G9:
@gavinnewsom
@cdcgov
@asianprisonersc
@tiffanyatrump
@usmayors
@unioncitygov
@gacities
@leagueofcities
@ourmayors
@cagovernor

Top Mentioned in G10:
@iaokowa

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@dynamocooligan
@ejlazar
@solutioneer72
@delta
@gidi_traffic
@yarosisnancy

Top Tweeters in G1:
@gocoo_59
@gocoo
@homegypsy
@chilhon2016lap
@3wombats
@jpjanson
@altai_armande
@fabiparraguezm
@raivoonet
@therezafontoura

Top Tweeters in G2:
@ladyboarder9669
@layanhinno
@kchernecky
@capetowntrains
@thefabulousone
@spasskultur
@joesanders33
@zarill955
@24inmymind
@kevinsinclairsk

Top Tweeters in G3:
@mccarrenbill
@scheerenberger
@pushandpulljlm
@uncleprober
@lamhfada
@net2ayurveda
@my2twh
@michaelpurvis64
@pennytindall
@bozzo1931

Top Tweeters in G4:
@yarosisnancy
@miss_placed_
@reuters
@foxnews
@patriciasinglet
@zafarwestern
@sxdoc
@therickwilson
@usatoday
@wsj

Top Tweeters in G5:
@welt
@ntvde
@afp
@tagesspiegel
@michael_kunz
@tagesschau
@spiegelonline
@faznet
@morgenpost
@niemieckapolity

Top Tweeters in G6:
@i3tox8rsobjiftw
@hobeikawissam
@mireillesaliba5
@zspecial1
@fredbteich
@rabihzihri
@k31299
@eliebassil7
@zeinakhodraljaz
@libanrabih

Top Tweeters in G7:
@girlhusker84
@ccooke6685
@slobotski
@seattleid
@omahafired
@hyvee
@nebraskasower
@om
@thartman2u
@thesalukihusker

Top Tweeters in G8:
@volkskrant
@aafkevultink
@ambiimoore
@btkrth
@mig30m6
@chrisklomp
@masterprogram1
@schiphol
@tijdvooreten
@larrymasonbiz

Top Tweeters in G9:
@delta
@myatt519051
@tucsonstar
@betrcutlerloose
@margbrennan
@marvel
@fiktshun
@dhduncanca
@dccomics
@hispaniccaucus

Top Tweeters in G10:
@toluolisa
@dauhreen
@jaustinuche
@pdp_2023
@laurentdarl
@bappayayaa
@akaebube
@kaydealz
@okugbenie
@major_dynamic9


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