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#FlattenTheCurve_2020-07-21_02-12-26.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 22, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3eSMxo2
@davwain1
@gp_commsafety
@realdonaldtrump
@jerop_limo
@citytshwane
@sapoliceservice
@globalhealthtom
@amref_worldwide
@who
@anonymouszarro

Top hashtags:
#flattenthecurve
#covid19
#coronavirus
#wearamask

Description:
Description
The graph represents a network of 4,459 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, 21 July 2020 at 09:16 UTC.

The requested start date was Tuesday, 21 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 5-day, 10-hour, 49-minute period from Wednesday, 15 July 2020 at 01:21 UTC to Monday, 20 July 2020 at 12:11 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 : 4459
Unique Edges : 2768
Edges With Duplicates : 7490
Total Edges : 10258
Number of Edge Types : 5
Retweet : 2801
MentionsInRetweet : 3924
Tweet : 1686
Mentions : 1536
Replies to : 311
Self-Loops : 1761
Reciprocated Vertex Pair Ratio : 0.0298323471400394
Reciprocated Edge Ratio : 0.0579363179315298
Connected Components : 1350
Single-Vertex Connected Components : 717
Maximum Vertices in a Connected Component : 391
Maximum Edges in a Connected Component : 3225
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.960422
Graph Density : 0.000210129457252263
Modularity : 0.441391
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 4,459 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, 21 July 2020 at 09:16 UTC.

The requested start date was Tuesday, 21 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 5-day, 10-hour, 49-minute period from Wednesday, 15 July 2020 at 01:21 UTC to Monday, 20 July 2020 at 12:11 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:
[21] https://twitter.com/EdsonCGuido/status/1283299889464528897
[6] https://linktr.ee/stay6ftapart
[5] https://afluencer.com/
[5] http://www.covid.gov.pk
[5] https://www.youtube.com/watch?v=SRV07bEPrEQ&feature=youtu.be

[5] https://www.twitch.tv/nezuryu
[5] https://www.worldometers.info/coronavirus/country/us/
[5] https://www.rivcoph.org/coronavirus
[5] https://twitter.com/cnnphilippines/status/1283286155576762368
[4] https://www.instagram.com/bubbleoutthebox?igshid=iad3anadvza7

Top URLs in Tweet in G1:
[6] https://twitter.com/EdsonCGuido/status/1283299889464528897
[6] https://linktr.ee/stay6ftapart
[5] https://www.worldometers.info/coronavirus/country/us/
[5] http://www.covid.gov.pk
[4] https://mymasks.com/
[3] https://twitter.com/MalacananEvents/status/1283288785430540294
[3] https://590games.com/sm-FB
[2] https://www.instagram.com/MISTRESS2MUZIC/
[2] https://twitter.com/Fox35Amy/status/1282982855430340610
[2] https://twitter.com/edsoncguido/status/1283299889464528897

Top URLs in Tweet in G2:
[3] https://www.eventbrite.co.uk/o/ich-media-30198056980?s=123311328
[2] https://twitter.com/KabarakFinest01/status/1285128963728330753
[2] https://twitter.com/jerop_limo/status/1285144143975546880
[1] https://twitter.com/jerop_limo/status/1285132624294543362
[1] https://twitter.com/AYARHEP_KENYA/status/1285124841968996352
[1] https://twitter.com/AYARHEP_KENYA/status/1285128629119328257
[1] https://twitter.com/AYARHEP_KENYA/status/1285133735227207680
[1] https://twitter.com/jerop_limo/status/1285133628826095617
[1] https://twitter.com/AYARHEP_KENYA/status/1285125582544658432
[1] https://twitter.com/NEPHAKKENYA/status/1285138708388290560

Top URLs in Tweet in G3:
[2] https://twitter.com/zaptrapped/status/1283403810371784704
[1] https://www.youtube.com/watch?v=fL-H0h9Pi_A&feature=youtu.be

[1] https://twitter.com/techstoa/status/1280626115325964288?s=21
[1] https://twitter.com/davwain1/status/1282736431107051526?s=20
[1] https://www.washingtonpost.com/politics/trump-coronavirus-pandemic-no-plan/2020/07/15/7581bea4-c5df-11ea-a99f-3bbdffb1af38_story.html
[1] https://twitter.com/davwain1/status/1283163564312862720
[1] https://twitter.com/davwain1/status/1283651988761321472?s=20
[1] https://twitter.com/davwain1/status/1284534451117133824?s=20
[1] https://www.nytimes.com/2020/07/18/us/politics/trump-coronavirus-failure-takeaways.html?referringSource=articleShare
[1] https://www.usatoday.com/story/news/politics/2020/05/13/coronavirus-testing-trump-claims-fact-check/3114599001/

Top URLs in Tweet in G4:
[14] https://twitter.com/EdsonCGuido/status/1283299889464528897
[1] https://twitter.com/edsoncguido/status/1283299889464528897

Top URLs in Tweet in G5:
[3] https://www.nahb.org/coronavirus
[2] https://twitter.com/DrTomFrieden/status/1284210398011498499
[2] https://docs.google.com/spreadsheets/d/1T5Q1xnHFBFcsaVWTH2Flqe5i7Hp7CwfsWHWuwTZyi88/edit?usp=sharing
[2] https://twitter.com/AllanMargolin/status/1284260356957904896
[1] https://www.gettyimages.com/license/1215758329
[1] https://www.gettyimages.com/license/1218526448
[1] https://www.gettyimages.com/license/1215697565
[1] https://www.gettyimages.com/license/1215698623
[1] https://www.gettyimages.com/license/1227166326
[1] https://www.gettyimages.com/license/1215760154

Top URLs in Tweet in G6:
[3] https://protectingimmigrantfamilies.org/take-action/
[3] https://apple.news/AtOKKL2xqSMuXbsQSGi5b8A
[1] https://bklyner.com/senator-schumer-support-new-yorks-immigrants-during-covid-19-opinion/
[1] https://thehill.com/homenews/senate/507379-unions-liberal-groups-list-demands-for-next-relief-bill-in-letter-to-schumer
[1] https://news.bloomberglaw.com/health-law-and-business/inclusive-pandemic-relief-bill-needed-hispanic-leaders-say
[1] https://twitter.com/latimes/status/1284194407265308674
[1] https://twitter.com/GavinNewsom/status/1282753656983449600
[1] https://twitter.com/texastribune/status/1283059166890921984
[1] https://twitter.com/craig_a_spencer/status/1283039123381669888
[1] https://twitter.com/emswami/status/1276995783431159813

Top URLs in Tweet in G8:
[4] https://www.instagram.com/bubbleoutthebox?igshid=iad3anadvza7

Top URLs in Tweet in G9:
[1] https://twitter.com/GretaThunberg/status/1284043597604585472

Top URLs in Tweet in G10:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230654

Top Domains
Top Domains in Tweet in Entire Graph:
[374] twitter.com
[70] instagram.com
[53] youtube.com
[20] coviz.org
[16] gettyimages.com
[10] sedo.com
[10] linkedin.com
[9] twitch.tv
[8] nytimes.com
[7] facebook.com

Top Domains in Tweet in G1:
[169] twitter.com
[40] instagram.com
[21] youtube.com
[10] sedo.com
[7] linkedin.com
[6] swarmapp.com
[6] linktr.ee
[5] worldometers.info
[5] gov.pk
[4] com.au

Top Domains in Tweet in G2:
[28] twitter.com
[3] co.uk
[1] amref.org

Top Domains in Tweet in G3:
[11] twitter.com
[2] washingtonpost.com
[1] youtube.com
[1] nytimes.com
[1] usatoday.com
[1] sciencedirect.com

Top Domains in Tweet in G4:
[15] twitter.com

Top Domains in Tweet in G5:
[16] gettyimages.com
[6] twitter.com
[3] nahb.org
[2] google.com
[1] co.nz
[1] jamanetwork.com
[1] elsevierhealth.com
[1] quora.com
[1] reddit.com
[1] boredpanda.com

Top Domains in Tweet in G6:
[11] twitter.com
[3] protectingimmigrantfamilies.org
[3] apple.news
[1] bklyner.com
[1] thehill.com
[1] bloomberglaw.com

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

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

Top Domains in Tweet in G10:
[3] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3705] flattenthecurve
[934] covid19
[395] coronavirus
[226] wearamask
[191] socialdistancing
[161] stayhome
[161] staysafe
[126] covid__19
[116] covid_19
[111] facemask



Top Hashtags in Tweet in G1:
[921] flattenthecurve
[235] covid19
[123] coronavirus
[80] socialdistancing
[57] wearamask
[48] stayhome
[44] staysafe
[41] covid
[37] maskup
[33] covid_19

Top Hashtags in Tweet in G2:
[478] flattenthecurve
[57] covid19
[38] komeshacorona
[37] sanitizingtaxis
[36] sanitizingbuses
[31] schoolreopening
[26] covid_19
[23] sanitizingschooltransport
[17] pointsmen
[16] covid__19

Top Hashtags in Tweet in G3:
[67] flattenthecurve
[13] covid19
[12] wearamask
[7] covid
[7] socialdistancing
[7] covidー19
[7] maskup
[5] stopthespread
[5] texas
[5] shelterinplace

Top Hashtags in Tweet in G4:
[113] flattenthecurve

Top Hashtags in Tweet in G5:
[118] covid19
[106] flattenthecurve
[29] coronavirus
[24] ittakesateam
[23] photography
[23] gettyimages
[21] socialdistancing
[21] gettyimagescreative
[13] quarantine
[11] canlab

Top Hashtags in Tweet in G6:
[42] flattenthecurve
[17] covid19
[10] icymi
[7] wearamask
[5] covid_19
[5] atx
[5] traviscounty
[5] latino
[5] facemask
[4] california

Top Hashtags in Tweet in G7:
[81] flattenthecurve
[80] facemask
[80] covid__19
[1] freemasstestingph

Top Hashtags in Tweet in G8:
[93] flattenthecurve
[88] gautengcovid19
[17] covid19
[11] covid_19
[5] mondaymotivation
[4] covid19insa
[3] newnormal
[2] covid19isgettingcloser
[1] covidconnect
[1] stayhome

Top Hashtags in Tweet in G9:
[57] fridaysforfuture
[54] climatestrikeonline
[21] climateactionnow
[20] climatejustice
[20] frackoffpse
[16] flattenthecurve
[15] savecongorainforest
[15] fffportlandmetro
[15] digitalstrike
[15] globalclimatestrike

Top Hashtags in Tweet in G10:
[56] flattenthecurve
[46] inthistogether
[40] necovid19
[7] covideducation
[2] itstoohot
[2] omaha
[1] wednesdaywisdom
[1] wic
[1] washhands
[1] showusyourmask

Top Words
Top Words in Tweet in Entire Graph:
[3706] #flattenthecurve
[934] #covid19
[492] covid
[464] mask
[463] 19
[395] #coronavirus
[350] ayarhep_kenya
[288] cases
[285] ng
[279] people

Top Words in Tweet in G1:
[921] #flattenthecurve
[235] #covid19
[123] #coronavirus
[88] covid
[80] 19
[80] #socialdistancing
[73] mask
[67] curve
[57] #wearamask
[50] people

Top Words in Tweet in G2:
[478] #flattenthecurve
[348] ayarhep_kenya
[146] covid
[137] 19
[122] wofakkenya
[120] mask
[118] kenyasrhr
[104] jerop_limo
[99] people
[95] nephakkenya

Top Words in Tweet in G3:
[67] #flattenthecurve
[26] realdonaldtrump
[21] nygovcuomo
[19] rondesantisfl
[16] govkemp
[15] leadership
[15] looks
[14] hey
[14] knows
[13] #covid19

Top Words in Tweet in G4:
[113] #flattenthecurve
[112] hahahhaahaha
[111] gretchenho

Top Words in Tweet in G5:
[118] #covid19
[106] #flattenthecurve
[84] day
[38] cases
[37] siouxsiew
[29] #coronavirus
[25] xtotl
[24] liked
[24] graphics
[24] buy

Top Words in Tweet in G6:
[42] #flattenthecurve
[19] need
[17] #covid19
[15] tests
[11] wear
[11] cases
[10] plead
[10] please
[10] #icymi
[9] cdcgov

Top Words in Tweet in G7:
[240] ng
[81] #flattenthecurve
[80] kapag
[80] ganito
[80] magsuot
[80] #facemask
[80] ang
[80] health
[80] secretary
[80] wonder

Top Words in Tweet in G8:
[93] #flattenthecurve
[88] #gautengcovid19
[80] gp_commsafety
[43] covid
[43] 19
[33] during
[24] infections
[22] alcohol
[22] peak
[21] prevent

Top Words in Tweet in G9:
[85] week
[57] #fridaysforfuture
[54] #climatestrikeonline
[52] school
[52] strike
[50] climate
[27] crisis
[26] summer
[26] doesn
[26] gretathunberg

Top Words in Tweet in G10:
[56] #flattenthecurve
[46] #inthistogether
[40] #necovid19
[39] nedhhs
[33] healthdouglasco
[24] covid
[24] 19
[23] mask
[22] help
[21] unmccoph

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[429] covid,19
[133] #covid19,#flattenthecurve
[113] hahahhaahaha,#flattenthecurve
[112] gretchenho,hahahhaahaha
[98] #flattenthecurve,#covid19
[95] social,distancing
[94] wear,mask
[94] #gautengcovid19,#flattenthecurve
[87] wearing,mask
[83] health,secretary

Top Word Pairs in Tweet in G1:
[67] covid,19
[66] #covid19,#flattenthecurve
[33] social,distancing
[32] #covid19,#coronavirus
[26] flatten,curve
[24] wear,mask
[21] #flattenthecurve,#covid19
[21] #wearamask,#flattenthecurve
[21] #socialdistancing,#quarantine
[21] #wehealasone,#flattenthecurve

Top Word Pairs in Tweet in G2:
[137] covid,19
[49] #flattenthecurve,ayarhep_kenya
[48] corona,virus
[39] protect,yourself
[37] jacobmamabolosa,gpdrt_
[36] gpdrt_,outpointsmenpta
[36] nephakkenya,wofakkenya
[34] #sanitizingbuses,#sanitizingtaxis
[34] very,important
[33] #sanitizingtaxis,#flattenthecurve

Top Word Pairs in Tweet in G3:
[14] hey,rondesantisfl
[14] rondesantisfl,realdonaldtrump
[14] realdonaldtrump,leadership
[14] leadership,looks
[14] looks,nygovcuomo
[14] nygovcuomo,knows
[13] truthsovertrump,hey
[13] knows,#flattenthec
[5] #stopthespread,#flattenthecurve
[5] captive,log

Top Word Pairs in Tweet in G4:
[112] hahahhaahaha,#flattenthecurve
[111] gretchenho,hahahhaahaha

Top Word Pairs in Tweet in G5:
[28] #flattenthecurve,#covid19
[24] #covid19,#coronavirus
[24] liked,#flattenthecurve
[24] #covid19,graphics
[24] graphics,xtotl
[24] xtotl,buy
[24] buy,#ittakesateam
[24] #ittakesateam,shirt
[23] siouxsiew,liked
[23] #photography,#gettyimages

Top Word Pairs in Tweet in G6:
[15] need,tests
[14] tests,need
[7] help,#flattenthecurve
[5] governors,left
[5] left,plead
[5] plead,constituents
[5] constituents,#wearamask
[5] #wearamask,plead
[5] plead,people
[5] people,wear

Top Word Pairs in Tweet in G7:
[80] kapag,ganito
[80] ganito,magsuot
[80] magsuot,ng
[80] ng,#facemask
[80] #facemask,ang
[80] ang,health
[80] health,secretary
[80] secretary,wonder
[80] wonder,pati
[80] pati,meaning

Top Word Pairs in Tweet in G8:
[85] #gautengcovid19,#flattenthecurve
[43] covid,19
[20] sale,alcohol
[20] alcohol,suspended
[20] suspended,prevent
[20] prevent,hospital
[20] hospital,capacity
[20] capacity,being
[20] being,overwhelmed
[20] overwhelmed,during

Top Word Pairs in Tweet in G9:
[52] school,strike
[29] strike,week
[27] climate,crisis
[26] crisis,doesn
[25] gretathunberg,school
[23] strike,climate
[23] climate,week
[23] doesn,go
[23] go,summer
[23] summer,holiday

Top Word Pairs in Tweet in G10:
[38] #flattenthecurve,#necovid19
[35] #necovid19,#inthistogether
[34] #inthistogether,nedhhs
[24] covid,19
[19] nedhhs,unmccoph
[15] 19,test
[13] wearing,mask
[9] really,important
[9] important,good
[9] unmccoph,omaha_scanner

Top Replied-To
Top Replied-To in Entire Graph:
@ayarhep_kenya
@govmikedewine
@govkemp
@gavinnewsom
@fahe_k
@atrupar
@cnn
@secduque
@consumers_kenya
@kabarakfinest01

Top Replied-To in G1:

Top Replied-To in G2:
@ayarhep_kenya
@fahe_k
@consumers_kenya
@kabarakfinest01
@who
@trafficfreeflow
@dollarmanke
@jerop_limo
@moyotekenya
@moh_kenya

Top Replied-To in G3:
@govkemp
@cnn
@ierbontario
@patriotgirl18
@nygovcuomo
@glentur57863156
@jerka17
@caffeinepoqid
@mikejamezto
@charlie14507973

Top Replied-To in G5:
@thesciencevort1

Top Replied-To in G6:
@gavinnewsom
@thehill
@iamrodneysmith
@choo_ek
@antonfloresm
@steventdennis
@govparsonmo
@hyvee
@dollartree
@brendansaloner

Top Replied-To in G8:
@abramjee

Top Mentioned
Top Mentioned in Entire Graph:
@ayarhep_kenya
@wofakkenya
@kenyasrhr
@gretchenho
@jerop_limo
@nephakkenya
@gp_commsafety
@kaloi_zarate
@kabarakfinest01
@aidsfonds_intl

Top Mentioned in G1:
@ginger_exchange
@wqbelle
@manckmade
@egmontinstitute
@afdverbot2020
@mistress_2muzic
@tw2cayc
@respondyesorno
@kekana_ellen

Top Mentioned in G2:
@ayarhep_kenya
@wofakkenya
@kenyasrhr
@jerop_limo
@nephakkenya
@kabarakfinest01
@aidsfonds_intl
@stellah_kaviti
@trafficfreeflow
@dollarmanke

Top Mentioned in G3:
@realdonaldtrump
@rondesantisfl
@nygovcuomo
@truthsovertrump
@govkemp
@cp24
@keishabottoms
@govabbott
@washingtonpost
@briankempga

Top Mentioned in G4:
@gretchenho

Top Mentioned in G5:
@siouxsiew
@xtotl
@mpesce
@gitapathakphd
@sciencenotdogma
@cupw
@nahbhome
@drpieterpeach
@nehaguptaphoto
@secretarylevine

Top Mentioned in G6:
@cdcgov
@gavinnewsom
@kathycordayusa
@anonymissbadger
@gop
@senschumer
@sentoomey
@thehill
@julie_a_ward
@sharondolovich

Top Mentioned in G7:
@kaloi_zarate
@gretchenho

Top Mentioned in G8:
@gp_commsafety
@covidcommssa
@bubbleoutthebox
@masandawana
@africacheck

Top Mentioned in G9:
@gretathunberg
@solo_syn_
@abner4action
@unc
@cevikushb
@usaparents
@cspraveen6
@andytuit
@dailytarheel
@steffenster

Top Mentioned in G10:
@nedhhs
@healthdouglasco
@unmccoph
@omaha_scanner
@omahafiredept
@dctreasurer
@omahapolice
@unmc
@nebraskamed

Top Tweeters
Top Tweeters in Entire Graph:
@lindaleeking
@monicasloves
@ejlazar
@raymond_norman
@kat4obama
@cybersec_feeds
@evankirstel
@inquirerdotnet
@jilliemary
@kambambum

Top Tweeters in G1:
@natricer
@billow_jr
@michaelmiguelce
@spencerkarter
@mmanalus05
@serrano_rene
@albaveritas
@artstrada
@ulybog
@emilykholcomb

Top Tweeters in G2:
@tzdiscovery
@djsbu
@allanmzalendo
@kbcchannel1
@kabarakfinest01
@jackie_arkle
@drcarolpercy
@maxivanke
@trafficfreeflow
@who

Top Tweeters in G3:
@nytimes
@washingtonpost
@cnn
@ajc
@ap
@nbcnews
@skynewsaust
@gma
@ottawacitizen
@davwain1

Top Tweeters in G4:
@jaszie80
@bumforjadine
@makilingmiracle
@dawnylonaabudha
@mjqp57
@irishbulala_
@loomien8
@imsogboy
@jiiingvanessa
@tzarissealmira

Top Tweeters in G5:
@kevinrns
@grumpyyetamusin
@mpesce
@lizdolphinfluff
@small_talk77
@john68richmond
@naattuvarthakal
@priengmond
@sopheerose
@adamspong

Top Tweeters in G6:
@thehill
@foxnews
@ktvu
@joshtpm
@nycjulienyc
@theadingo
@steventdennis
@sensimilliea
@laurenwern
@moveon

Top Tweeters in G7:
@wengwengphi
@thekejofglory
@iluvcasperclysa
@mhy_rl
@huimanghuimang
@daybergent
@jmchos
@strophoid
@dlittlegeneral
@angkee

Top Tweeters in G8:
@queenofretweet
@mpho_pitsi_sa
@cci_network
@coronaupdatebot
@cityofjoburgza
@abramjee
@maraenslin
@thembarajuili
@asvaar17
@mbikisha

Top Tweeters in G9:
@allan_crawshaw
@ewestaway
@erwinbertrand
@giraldo35
@saleemulhuq
@imagine_garden
@everaldomota
@kbleecaster
@jrobert_nl
@ourfuturebot

Top Tweeters in G10:
@marebear1472
@sydalexmom
@jaykman80
@om
@thartman2u
@omaha_scanner
@unomaha
@omahapolice
@l_amour_guerit
@westside66


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