#ddj OR (data journalism), Twitter, 8/31/2020 2:03:32 PM, 234007


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#ddj OR (data journalism)_2020-08-31_05-40-40.xlsx
#ddj OR (data journalism)_2020-08-31_05-40-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 31, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2YSQNiq
@khushiyadav03
@gijn
@pulitzercenter
@icijorg
@b9joker108
@jornalismodados
@paulbradshaw
@plateauton
@gijnafrica
@helenawittlich

Top hashtags:
#ddj
#journalism
#corona
#datacenter
#dataviz
#data
#urlaub

Description:
Description
The graph represents a network of 3,229 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 August 2020 at 12:43 UTC.

The requested start date was Monday, 31 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 27-minute period from Monday, 24 August 2020 at 00:14 UTC to Sunday, 30 August 2020 at 22:41 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 : 3229
Unique Edges : 1794
Edges With Duplicates : 4421
Total Edges : 6215
Number of Edge Types : 5
Retweet : 1932
MentionsInRetweet : 2603
Mentions : 1209
Replies to : 213
Tweet : 258
Self-Loops : 272
Reciprocated Vertex Pair Ratio : 0.0259009009009009
Reciprocated Edge Ratio : 0.0504939626783754
Connected Components : 396
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 750
Maximum Edges in a Connected Component : 1516
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.954525
Graph Density : 0.000349604325422912
Modularity : 0.562348
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,229 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 August 2020 at 12:43 UTC.

The requested start date was Monday, 31 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 27-minute period from Monday, 24 August 2020 at 00:14 UTC to Sunday, 30 August 2020 at 22:41 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 : #ddj OR (data journalism)
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:
[31] https://gijn.org/2020/08/27/data-journalism-top-10-north-korea-ghost-ships-trolls-attack-who-al-pacinos-wardrobe-covid-air-travel/
[9] https://sciencepulse.org/app
[7] https://gijn.org/2020/08/20/data-journalism-top-10-election-forecasts-the-sweatpants-era-hong-kong-protests-dj-in-eastern-europe-caucasus/
[7] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[7] https://twitter.com/guardiannews/status/1299089305957265408
[6] https://datacenterfrontier.com/life-the-pandemic-and-data-centers-barstool-chat-with-garry-connolly/
[6] https://dataharvest.eu/program-2/
[5] https://datacenterfrontier.com/how-covid-has-changed-the-data-center-industry/
[5] https://datacenterfrontier.com/plan-data-center-operations/
[4] https://ijnet.org/pt-br/opportunity/inscri%C3%A7%C3%B5es-abertas-pr%C3%AAmio-brasileiro-de-jornalismo-de-dados

Top URLs in Tweet in G2:
[4] https://ijnet.org/pt-br/opportunity/inscri%C3%A7%C3%B5es-abertas-pr%C3%AAmio-brasileiro-de-jornalismo-de-dados
[3] https://novonoticias.com/geral/projeto-preve-prisao-para-quem-divulgar-dados-de-crianca-vitima-de-violencia/
[3] https://twitter.com/ortegopolis/status/1299392245330837505
[3] https://www.sbt.com.br/jornalismo/sbt-brasil/noticia/147768-ministerio-da-saude-diz-que-brasil-nao-tem-casos-confirmados-de-reinfeccao-da-covid-19
[1] https://twitter.com/i/web/status/1298555628063985665
[1] https://twitter.com/i/web/status/1297922059193004033
[1] https://twitter.com/i/web/status/1298254246127611906
[1] https://twitter.com/i/web/status/1299492394958807040
[1] https://twitter.com/i/web/status/1298298645478084610
[1] https://twitter.com/i/web/status/1298661540179181568

Top URLs in Tweet in G3:
[26] https://gijn.org/2020/08/27/data-journalism-top-10-north-korea-ghost-ships-trolls-attack-who-al-pacinos-wardrobe-covid-air-travel/
[6] https://twitter.com/guardiannews/status/1299089305957265408
[2] https://gijn.org/2020/08/24/using-earth-observation-data-to-do-investigations-from-the-sky/
[2] https://www.journalism.co.uk/news/pulitzer-prize-winning-journalist-launches-a-stress-management-tool-for-newsrooms/s2/a760147/
[2] https://gijn.org/2020/08/25/gde-nayti-dannyie-o-koronaviruse-i-instrumentyi-dlya-ih-analiza/
[1] https://gijn.org/2020/08/20/data-journalism-top-10-election-forecasts-the-sweatpants-era-hong-kong-protests-dj-in-eastern-europe-caucasus/
[1] https://www.nbcnews.com/specials/china-illegal-fishing-fleet/index.html?utm_medium=email&_hsmi=91839365&_hsenc=p2ANqtz-_SCazaitQxmrsYALQAU2menz37jQ8F3PW-w6eDXszmDgUU2V3PJirEVuLDZxMzE32maKg2NTom7fkzSBFrqo4zIhnx3Q&utm_content=91839365&utm_source=hs_email
[1] https://www.journalism.co.uk/tip-of-the-day/tip-how-to-be-digitally-secure-as-a-journalist-working-from-home-through-covid-19/s419/a759390/
[1] https://www.nbcnews.com/specials/china-illegal-fishing-fleet/index.html
[1] https://academic-sexual-misconduct-database.org/

Top URLs in Tweet in G4:
[2] https://www.nytimes.com/interactive/2020/07/23/magazine/climate-migration.html?referringSource=articleShare
[1] https://twitter.com/propublica/status/1298877271961370626

Top URLs in Tweet in G5:
[3] https://blog.google/outreach-initiatives/google-news-initiative/journalism-emergency-relief-fund-data/
[2] https://twitter.com/alisonkilling/status/1298933918620672000
[1] https://www.holdthefrontpage.co.uk/2020/news/ex-police-chief-calls-for-journalists-to-get-easier-access-to-data/?utm_source=dlvr.it&utm_medium=twitter
[1] https://gijn.org/2020/08/20/data-journalism-top-10-election-forecasts-the-sweatpants-era-hong-kong-protests-dj-in-eastern-europe-caucasus/
[1] https://medium.com/jamlab/seven-tips-to-kickstart-a-data-journalism-project-87390c45fd45
[1] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[1] https://aemarketinggroup.com/journalism/marketing-minute/
[1] https://gijn.org/2020/08/18/from-relationships-to-ranking-angles-for-your-next-data-story/?utm_content=buffer19ee4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/bradplumer/status/1297863972390080512
[1] https://trends.e-strategyblog.com/2020/07/16/twitter-instagram-news-source/34362/?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Twitter%20vs%20Instagram%20As%20A%20News%20Source%2C%202014-2020

Top URLs in Tweet in G6:
[1] https://logicmag.io/play/my-stepdad's-huge-data-set/

Top URLs in Tweet in G7:
[2] https://fulbright.uark.edu/departments/journalism/news-events/sjsm-news/arkansas-covid-data-project.php
[1] https://twitter.com/ArkansasOnline/status/1299710921821106178
[1] https://twitter.com/rwells1961/status/1299121665335586817
[1] https://news.uark.edu/articles/54510/school-of-journalism-to-run-arkansascovid-com?utm_source=newsletter&utm_medium=email2020-08-28&utm_campaign=news_headlines&utm_content=school-of-journalism-to-run-arkansascovid-com
[1] https://twitter.com/arkansascovid/status/1299151559570276352

Top URLs in Tweet in G8:
[1] https://interaktiv.tagesspiegel.de/lab/corona-risikogebiete-und-reisewarnungen-fuer-alle-laender/
[1] https://karriere.th-koeln.de/job/view/231/wissenschaftliche-r-mitarbeiter-in-im-projekt-joie-journalistic-information-extraction-promotion
[1] https://gijn.org/2020/08/18/from-relationships-to-ranking-angles-for-your-next-data-story/
[1] https://www.nytimes.com/interactive/2020/nyregion/new-york-city-coronavirus-cases.html
[1] https://twitter.com/JunkScience/status/1298983762521292800

Top URLs in Tweet in G9:
[1] https://twitter.com/apoorva_nyc/status/1299705092178956288

Top URLs in Tweet in G10:
[1] https://www.indiatoday.in/movies/celebrities/story/exclusive-sushant-asked-me-to-delete-data-from-hard-drive-after-disha-s-death-siddharth-pithani-in-statement-1716571-2020-08-29
[1] https://scroll.in/article/918234/is-the-bjp-less-dynastic-than-the-congress-not-so-lok-sabha-data-shows

Top Domains
Top Domains in Tweet in Entire Graph:
[183] twitter.com
[47] gijn.org
[46] datacenterfrontier.com
[24] medium.com
[17] co.uk
[15] youtube.com
[9] nytimes.com
[9] sciencepulse.org
[9] forbes.com
[7] dataharvest.eu

Top Domains in Tweet in G2:
[107] twitter.com
[4] ijnet.org
[3] novonoticias.com
[3] com.br
[1] google.com

Top Domains in Tweet in G3:
[32] gijn.org
[8] twitter.com
[5] co.uk
[2] nbcnews.com
[1] academic-sexual-misconduct-database.org
[1] zeit.de
[1] codeforafrica.org
[1] wigantoday.net
[1] instagram.com
[1] rki.de

Top Domains in Tweet in G4:
[2] nytimes.com
[1] twitter.com

Top Domains in Tweet in G5:
[25] twitter.com
[5] co.uk
[4] medium.com
[3] gijn.org
[3] tweetedtimes.com
[3] blog.google
[3] instagram.com
[2] nytimes.com
[2] cnn.com
[2] nptelegraph.com

Top Domains in Tweet in G6:
[1] logicmag.io

Top Domains in Tweet in G7:
[3] uark.edu
[3] twitter.com

Top Domains in Tweet in G8:
[1] tagesspiegel.de
[1] th-koeln.de
[1] gijn.org
[1] nytimes.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] indiatoday.in
[1] scroll.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[627] ddj
[49] journalism
[45] corona
[33] datacenter
[30] dataviz
[28] data
[26] urlaub
[26] covid19
[22] datajournalism
[19] cloud



Top Hashtags in Tweet in G1:
[2] mann_ki_nahi_students_ki_baat
[2] mannkibaat
[2] postponejeeandneet

Top Hashtags in Tweet in G2:
[420] ddj
[4] tatuindica
[3] stalkeando
[2] brasil
[2] footballleaks
[2] jornalismo
[2] assange
[2] jornalismodedados
[2] ddjbr
[1] julianassange

Top Hashtags in Tweet in G3:
[90] ddj
[12] foi
[12] nodata
[8] datajournalism
[5] covid19
[3] climatechange
[3] corona
[2] dataviz
[2] wigan
[2] bcujournos

Top Hashtags in Tweet in G4:
[1] ccpa

Top Hashtags in Tweet in G5:
[17] ddj
[7] journalism
[4] dj
[3] datajournalism
[3] google
[3] publishing
[3] beats
[3] djcontroller
[3] midicontroller
[3] djing

Top Hashtags in Tweet in G7:
[1] arnews
[1] startsomethingar
[1] uark

Top Hashtags in Tweet in G8:
[26] corona
[25] urlaub
[16] datenjournalismus
[7] ddj
[1] coronavirus
[1] reisewarnung
[1] reiserueckkehrer
[1] pandemie
[1] coronakrise
[1] fakenews

Top Hashtags in Tweet in G10:
[7] shameonaajtak
[5] aakthurajdeep
[1] sushantmysterydeepens
[1] bhand

Top Words
Top Words in Tweet in Entire Graph:
[1739] data
[1490] journalism
[806] students
[771] case
[766] wrong
[759] insult
[758] presented
[733] neet
[731] khushiyadav03
[627] #ddj

Top Words in Tweet in G1:
[758] insult
[758] journalism
[758] case
[758] students
[758] presented
[758] wrong
[758] data
[733] neet
[731] khushiyadav03
[25] aayushagrawal06

Top Words in Tweet in G2:
[455] em
[421] dou
[420] #ddj
[216] dados
[131] jornalismodados
[129] jornalismo
[62] vai
[60] pesquisa
[59] 10_5_6_5
[59] 61

Top Words in Tweet in G3:
[90] #ddj
[78] jobs
[65] data
[59] 10
[57] top
[54] investigative
[51] gijn
[40] research
[30] gijnafrica
[29] still

Top Words in Tweet in G4:
[147] go
[145] today
[145] world
[145] barely
[145] livable
[145] hot
[145] zone
[145] 2070
[145] portion
[145] 19

Top Words in Tweet in G5:
[96] data
[89] journalism
[17] #ddj
[10] more
[9] news
[9] media
[8] people
[8] see
[8] one
[8] help

Top Words in Tweet in G6:
[72] everyone
[71] onlyfans
[71] news
[71] again
[71] perfect
[71] time
[71] remind
[71] abt
[71] incredible
[71] piece

Top Words in Tweet in G7:
[81] arkansascovid
[77] uarkjournalism
[46] excited
[46] covid
[44] news
[33] data
[30] students
[29] taking
[28] led
[27] misty

Top Words in Tweet in G8:
[26] #corona
[25] september
[25] #urlaub
[25] geplant
[25] neue
[25] tabelle
[25] zeigt
[25] alle
[25] länder
[25] weltweit

Top Words in Tweet in G9:
[41] data
[33] state
[33] labs
[33] suggest
[33] 90
[33] people
[33] positive
[33] result
[33] longer
[33] contagious

Top Words in Tweet in G10:
[23] journalism
[23] data
[14] interview
[12] sardesairajdeep
[12] questions
[11] deleted
[9] rahulkanwal
[8] indiatoday
[8] asking
[8] drug

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[759] insult,journalism
[758] journalism,case
[758] case,students
[758] students,presented
[758] presented,wrong
[758] wrong,data
[733] data,neet
[731] khushiyadav03,insult
[418] dou,em
[418] em,#ddj

Top Word Pairs in Tweet in G1:
[758] insult,journalism
[758] journalism,case
[758] case,students
[758] students,presented
[758] presented,wrong
[758] wrong,data
[733] data,neet
[731] khushiyadav03,insult
[25] aayushagrawal06,insult
[2] neet,jee

Top Word Pairs in Tweet in G2:
[418] dou,em
[418] em,#ddj
[131] jornalismodados,dou
[115] #ddj,jornalismodados
[59] 10_5_6_5,61
[59] 61,pesquisa
[59] pesquisa,vai
[59] vai,levar
[59] levar,dados
[59] dados,interessantes

Top Word Pairs in Tweet in G3:
[57] top,10
[53] 10,#ddj
[37] gijn,top
[26] jobs,jobs
[26] jobs,code4africa
[26] code4africa,jobs
[26] jobs,three
[26] three,investigative
[26] investigative,analysts
[26] analysts,extensive

Top Word Pairs in Tweet in G4:
[145] today,world
[145] world,barely
[145] barely,livable
[145] livable,hot
[145] hot,zone
[145] zone,2070
[145] 2070,portion
[145] portion,go
[145] go,19
[145] 19,billions

Top Word Pairs in Tweet in G5:
[29] data,journalism
[5] investigative,journalism
[4] data,journalist
[4] see,data
[3] data,driven
[3] see,more
[3] google,provided
[3] provided,39
[3] 39,million
[3] million,more

Top Word Pairs in Tweet in G6:
[71] onlyfans,news
[71] news,again
[71] again,perfect
[71] perfect,time
[71] time,remind
[71] remind,everyone
[71] everyone,abt
[71] abt,incredible
[71] incredible,piece
[71] piece,sextech

Top Word Pairs in Tweet in G7:
[27] beyond,excited
[27] excited,share
[27] share,uarkjournalism
[27] uarkjournalism,soon
[27] soon,taking
[27] taking,lead
[27] lead,arkansas
[27] arkansas,covid
[27] covid,excellent
[27] excellent,team

Top Word Pairs in Tweet in G8:
[25] september,#urlaub
[25] #urlaub,geplant
[25] geplant,neue
[25] neue,tabelle
[25] tabelle,zeigt
[25] zeigt,alle
[25] alle,länder
[25] länder,weltweit
[25] weltweit,#corona
[25] #corona,reisewarnung

Top Word Pairs in Tweet in G9:
[33] data,state
[33] state,labs
[33] labs,suggest
[33] suggest,90
[33] 90,people
[33] people,positive
[33] positive,result
[33] result,longer
[33] longer,contagious
[33] contagious,don

Top Word Pairs in Tweet in G10:
[9] data,deleted
[8] questions,data
[7] indiatoday,shameless
[7] shameless,channel
[7] channel,asking
[7] asking,following
[7] following,questions
[6] deleted,drug
[5] drug,chat
[5] chat,allowsed

Top Replied-To
Top Replied-To in Entire Graph:
@natesilver538
@rahulkanwal
@realdonaldtrump
@sardesairajdeep
@toeb18
@mattklewis
@gallimorepfn
@bopinion
@withmeaa
@fivethirtyeight

Top Replied-To in G3:
@withmeaa
@newsjean
@kenroth
@riasestito
@ennisnyt
@bmgrafik
@mrtrevmccarthy

Top Replied-To in G4:
@propublica

Top Replied-To in G5:
@midwesttgs

Top Replied-To in G7:
@arkansascovid
@uarkjournalism

Top Replied-To in G8:
@ariz2cali
@adamofthesmiths
@trbrtc

Top Replied-To in G9:
@apoorva_nyc
@highwiretalk
@ryanstruyk
@gld301218

Top Replied-To in G10:
@rahulkanwal
@sardesairajdeep
@indiatoday
@adatewithcocoa
@aranganathan72
@zoo_bear
@aajtak

Top Mentioned
Top Mentioned in Entire Graph:
@khushiyadav03
@pulitzercenter
@jornalismodados
@arkansascovid
@uarkjournalism
@swodinsky
@gijn
@10_5_6_5
@escoladedados
@plateauton

Top Mentioned in G1:
@khushiyadav03
@aayushagrawal06
@narendramodi
@pmoindia
@drrpnishank

Top Mentioned in G2:
@jornalismodados
@10_5_6_5
@escoladedados
@belisards
@haroldodesouza
@agencia_tatu
@dii_lua
@antena1rio
@sbtonline
@munihin_

Top Mentioned in G3:
@gijn
@gijnafrica
@code4africa
@icijorg
@paulbradshaw
@cabralens
@gijnurdu
@flightradar24
@venohr
@bellingcat

Top Mentioned in G4:
@pulitzercenter
@propublica
@abrahml
@meridithkohut
@nytmag
@readingthepix

Top Mentioned in G6:
@swodinsky

Top Mentioned in G7:
@arkansascovid
@uarkjournalism
@rwells1961
@uofa_ent
@maryhennigan_
@ryderbuttry

Top Mentioned in G8:
@helenawittlich
@smc_germany
@nytimes
@latimes
@ardzdf_akademie
@maggienyt
@gijn
@lapdhq
@paulbradshaw
@palewire

Top Mentioned in G9:
@jorjorwell
@naomirwolf
@apoorva_nyc
@telegraph
@mattmurph24
@mlevitt_np2013
@fatemperor
@vox
@ryanstruyk
@highwiretalk

Top Mentioned in G10:
@sardesairajdeep
@indiatoday
@anjanaomkashyap
@rahulkanwal
@aajtak
@itsssr
@tweet2rhea
@timesnow
@saurabhagrawals
@republic

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@_redfrog
@john1966olsen
@chrisbrey1
@indiatoday
@alizardx
@snottiedrippen
@eraser
@guardian
@ecclesias

Top Tweeters in G1:
@mdhafiz59473117
@shekhar_q
@shivangrai7
@mdayaz18265120
@drrpnishank
@sunilsi51471210
@narendramodi
@pmoindia
@ciripuramanupam
@shubhiksha_111

Top Tweeters in G2:
@89nuncamais
@folha
@egty
@daysebarela
@gazetadopovo
@herculanofagu
@vivianerecife
@umbrios
@lucihelenolivei
@angoneto

Top Tweeters in G3:
@_redfrog
@npsusa
@lordbonkers
@konstantinabel3
@nbcnews
@tagesspiegel
@sally8229650811
@ingrx
@kate_eviva
@zeitonline

Top Tweeters in G4:
@new_narrative
@mwhalan
@ken_crichlow
@deathtocrazy
@idreamin4d
@dropoutnation
@xaipe3
@masky_jay_hoody
@iowhawk
@lita_meza13

Top Tweeters in G5:
@eraser
@muzaffar1969
@williammorgan83
@razarumi
@drunkseorobot
@magdaabufadil
@r4isstatic
@ron_miller
@puntofisso
@semibogan

Top Tweeters in G6:
@alizardx
@snottiedrippen
@blogdiva
@notgeauxgabby
@adamantxyves
@itsthebrandi
@lovingshante
@pecanyasmin
@thesarahkelly
@srubenfeld

Top Tweeters in G7:
@sharptusk
@rphawg3150
@ademillo
@dunekacke
@indiviseurekasp
@arexpats
@heathersd2u
@sylviawingfield
@mhignite
@lustigsandi

Top Tweeters in G8:
@chrisbrey1
@nytimes
@latimes
@maggienyt
@gerbarco
@nikmac308
@ichbinschoener
@cczona
@baw717
@palewire

Top Tweeters in G9:
@mattmurph24
@telegraph
@kaydm49
@mollygalt
@cat25mom
@jcperales
@naomirwolf
@pmevans5
@eddiecoke
@fatemperor

Top Tweeters in G10:
@indiatoday
@timesnow
@aajtak
@republic
@madversity
@bharatvanshi_tw
@digshukladon008
@gaurav512eee
@sardesairajdeep
@lekhachakrborty


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