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Listeria_2019-03-14_06-35-27.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
Listeria via NodeXL http://bit.ly/2EYMKWW
@jayrayner1
@helenmagi
@mediaweasel
@bpsmithuk
@usambuk
@peterdoodes
@listeria_ly
@friendlymicrobe
@drgvank
@johnrod76512584

Top hashtags:
#listeria
#tesis
#doctoral
#bacterias
#foodsafety
#listeriosis
#eu
#rappelproduit

Description:
Description
The graph represents a network of 2,181 Twitter users whose tweets in the requested range contained "Listeria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 13:36 UTC.

The requested start date was Thursday, 14 March 2019 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 13-day, 23-hour, 44-minute period from Thursday, 28 February 2019 at 00:02 UTC to Wednesday, 13 March 2019 at 23:46 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 : 2181
Unique Edges : 2324
Edges With Duplicates : 1761
Total Edges : 4085
Number of Edge Types : 3
Tweet : 1125
Mentions : 1969
Replies to : 991
Self-Loops : 1125
Reciprocated Vertex Pair Ratio : 0.0345377258235919
Reciprocated Edge Ratio : 0.0667693888032871
Connected Components : 680
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 333
Maximum Edges in a Connected Component : 1423
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.145425
Graph Density : 0.000409499892735005
Modularity : 0.523327
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[59] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[37] http://www.leparisien.fr/societe/listeria-rappel-de-sandwichs-et-de-wraps-de-la-marque-monoprix-12-03-2019-8030112.php
[35] https://consultqd.clevelandclinic.org/listeria-monocytogenes-endophthalmitis-a-case-study/?utm_campaign=cc
[35] posts&utm_medium=social&utm_source=twitter&utm_content=072618
[35] eye&cvosrc=social
[35] network.twitter.cc
[35] posts&cvo_creative=072618
[35] eye
[26] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria?CMP=share_btn_tw
[14] https://www.bfmtv.com/economie/listeria-monoprix-rappelle-des-sandwichs-et-des-wraps-1650850.html#utm_medium=Social&utm_source=Twitter&Echobox=1552481093

Top URLs in Tweet in G1:
[8] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[7] https://www.foodsafetynews.com/2019/02/walmarts-bagged-fresh-green-beans-and-squash-recalled-for-listeria-risk/
[7] https://www.foxnews.com/health/listeria-prompts-recall-for-green-beans-butternut-squash
[7] https://www.newstimeupdate.com/listeria-prompts-recall-for-green-beans-butternut-squash/
[7] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria?CMP=share_btn_tw
[6] https://foxnews.com/health/listeria-prompts-recall-for-green-beans-butternut-squash
[5] https://www.cookinglight.com/syndication/walmart-green-beans-squash-recall-listeria?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[5] https://www.francebleu.fr/infos/sante-sciences/des-wraps-et-des-clubs-sandwichs-monoprix-possiblement-contamines-a-la-listeria-rappeles-1552388696?utm_medium=Social&utm_source=Facebook#Echobox=1552389257
[5] https://www.bhg.com/news/wash-avocados-listeria/?utm_campaign=bhg_mybhg&utm_content=link_newcontent&utm_source=facebook.com&utm_medium=social&utm_term=FE1E156C-4509-11E9-B011-3813B0E4A6B8
[4] https://www.fsis.usda.gov/wps/portal/fsis/topics/recalls-and-public-health-alerts/recall-case-archive/archive/2018/recall-088-2018-release

Top URLs in Tweet in G2:
[4] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[1] https://twitter.com/i/web/status/1101802715464777729
[1] https://ecdc.europa.eu/sites/portal/files/documents/summary-report-zoonoses-foodborne-outbreaks-2016.pdf
[1] https://www.fsai.ie/details.aspx?id=16851

Top URLs in Tweet in G3:
[4] https://shindanmaker.com/747455
[3] https://www.yamaha-motor.co.jp/mc/lineup/lmw/sauna/yurucamp/
[2] https://response.jp/article/2019/03/01/319650.html?utm_source=twitter&utm_medium=social
[2] https://shindanmaker.com/324852
[2] https://mercari.com/jp/u/968366290/
[2] https://headlines.yahoo.co.jp/hl?a=20190301-00000020-kyt-soci
[2] https://twitter.com/manga_m/status/943485502748889088?s=19
[2] https://twitter.com/manga_m/status/1028931366786818048?s=19
[2] https://this.kiji.is/474473091701179489?c=453837512928674913&s=t
[2] https://president.ismcdn.jp/mwimgs/c/2/-/img_c239af6babcb6f8d80cd8b06a89810ba341611.jpg

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1104679838059778050

Top URLs in Tweet in G5:
[3] https://www.cdc.gov/features/antibiotic-resistance-food/index.html
[2] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[2] https://www.soilassociation.org/blogs/2018/june/05/how-safe-is-chlorinated-chicken/
[1] https://twitter.com/i/web/status/1101788294239698944
[1] https://twitter.com/i/web/status/1101788684498685952
[1] https://twitter.com/i/web/status/1101789187748040704
[1] https://twitter.com/i/web/status/1101789387644379137
[1] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria?CMP=share_btn_tw

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1100966341186510848

Top URLs in Tweet in G7:
[3] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[1] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria?CMP=share_btn_tw
[1] https://twitter.com/BpsmithUk/status/1101994462971088896
[1] https://twitter.com/BpsmithUk/status/1101909715460739072

Top URLs in Tweet in G9:
[35] https://consultqd.clevelandclinic.org/listeria-monocytogenes-endophthalmitis-a-case-study/?utm_campaign=cc
[35] posts&utm_medium=social&utm_source=twitter&utm_content=072618
[35] eye&cvosrc=social
[35] network.twitter.cc
[35] posts&cvo_creative=072618
[35] eye

Top URLs in Tweet in G10:
[13] https://www.bfmtv.com/economie/listeria-monoprix-rappelle-des-sandwichs-et-des-wraps-1650850.html#utm_medium=Social&utm_source=Twitter&Echobox=1552481093
[13] https://www.bfmtv.com/economie/listeria-monoprix-rappelle-des-sandwichs-et-des-wraps-1650850.html#utm_medium=Social&utm_source=Twitter&Echobox=1552467879
[9] https://www.bfmtv.com/economie/listeria-monoprix-rappelle-des-sandwichs-et-des-wraps-1650850.html#utm_medium=Social&utm_source=Twitter&Echobox=1552467901
[5] https://www.rtl.fr/actu/bien-etre/listeria-monoprix-rappelle-plusieurs-produits-7797198248

Top Domains
Top Domains in Tweet in Entire Graph:
[168] twitter.com
[98] theguardian.com
[50] swarmapp.com
[39] leparisien.fr
[39] clevelandclinic.org
[38] bfmtv.com
[36] foodsafetynews.com
[22] marlerblog.com
[20] foxnews.com
[14] actu.fr

Top Domains in Tweet in G1:
[63] twitter.com
[20] theguardian.com
[17] foxnews.com
[15] foodsafetynews.com
[9] prevention.com
[8] cookinglight.com
[8] bhg.com
[8] usda.gov
[7] newstimeupdate.com
[7] msn.com

Top Domains in Tweet in G2:
[4] theguardian.com
[1] twitter.com
[1] europa.eu
[1] fsai.ie

Top Domains in Tweet in G3:
[50] swarmapp.com
[11] twitter.com
[7] shindanmaker.com
[7] co.jp
[4] livedoor.com
[2] response.jp
[2] mercari.com
[2] kiji.is
[2] ismcdn.jp
[2] president.jp

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

Top Domains in Tweet in G5:
[4] twitter.com
[3] cdc.gov
[3] theguardian.com
[2] soilassociation.org

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

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

Top Domains in Tweet in G9:
[35] clevelandclinic.org

Top Domains in Tweet in G10:
[35] bfmtv.com
[5] rtl.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] listeria
[53] tesis
[53] doctoral
[53] bacterias
[49] foodsafety
[27] listeriosis
[25] eu
[25] rappelproduit
[24] american
[20] alimentation



Top Hashtags in Tweet in G1:
[25] listeria
[7] foodsafety
[5] foxnews
[5] food
[4] recall
[4] foodpoisoning
[4] salmonella
[3] walmart
[3] greenbeans
[3] coop

Top Hashtags in Tweet in G3:
[7] 春から東大
[4] ゆるキャン
[3] ローソン
[3] マチノパン
[3] 百合展
[2] 道南いさりび鉄道
[2] ディーゼル急行
[2] 春から東京帝國大學
[2] 春から帝國大學
[2] 春から東京開成學校

Top Hashtags in Tweet in G4:
[53] tesis
[53] doctoral
[53] bacterias

Top Hashtags in Tweet in G7:
[24] american
[24] eu
[1] brexit
[1] sentientbeings
[1] animalwelfare

Top Hashtags in Tweet in G8:
[4] porunveranomássano

Top Words
Top Words in Tweet in Entire Graph:
[472] Words in Sentiment List#1: Positive
[1265] Words in Sentiment List#2: Negative
[229] Words in Sentiment List#3: Angry/Violent
[38720] Non-categorized Words
[40457] Total Words
[1214] listeria
[649] ã
[331] chlorine
[288] washing
[227] year

Top Words in Tweet in G1:
[386] listeria
[84] green
[84] beans
[83] squash
[67] recall
[53] recalled
[52] butternut
[47] possible
[47] des
[44] food

Top Words in Tweet in G2:
[198] jayrayner1
[193] chlorine
[190] reported
[190] last
[190] year
[189] southampton
[189] uni
[189] study
[189] found
[189] washing

Top Words in Tweet in G3:
[644] ã
[174] a10teki4choku
[104] listeria_ly
[91] gyokugaiji
[86] 4423iv
[83] shauggs
[81] asama_n102
[80] hi_forgyokkie
[70] ãƒ
[65] å

Top Words in Tweet in G4:
[56] investigadora
[54] listeria
[53] foto
[53] tesis
[53] doctoral
[53] formación
[53] sara
[53] macrófagos
[53] fagocitando
[53] bacterias

Top Words in Tweet in G5:
[38] chlorine
[38] washing
[27] used
[27] poultry
[27] producers
[27] want
[27] access
[26] british
[26] market
[26] post

Top Words in Tweet in G6:
[3] franktmcveety
[3] listeria
[3] danmcalgary
[3] swamimatt
[3] brentdgls
[3] susaniverach
[3] georgeh19534572
[3] manny_ottawa
[3] saskpride
[3] davidmilley

Top Words in Tweet in G7:
[41] eu
[24] apart
[24] few
[24] voluntary
[24] codes
[24] american
[24] poultry
[24] industry
[24] unregulated
[24] compared

Top Words in Tweet in G8:
[45] consumo
[45] seguro
[45] alimentos
[45] clave
[45] cuidar
[45] tu
[45] salud
[45] simples
[45] medidas
[45] higiene

Top Words in Tweet in G9:
[70] 20
[70] vision
[35] man
[35] recovers
[35] common
[35] food
[35] borne
[35] eye
[35] infection
[35] threatens

Top Words in Tweet in G10:
[70] des
[40] listeria
[40] monoprix
[40] rappelle
[35] sandwichs
[35] et
[35] wraps
[24] bfmtv
[8] bfm_eco
[5] plusieurs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[336] ã,ã
[283] chlorine,washing
[199] southampton,uni
[197] washing,kill
[194] last,year
[193] found,chlorine
[192] uni,study
[192] study,reported
[192] reported,last
[192] year,found

Top Word Pairs in Tweet in G1:
[84] green,beans
[52] butternut,squash
[51] beans,butternut
[39] possible,listeria
[35] recall,green
[35] listeria,contamination
[33] listeria,monocytogenes
[30] beans,squash
[30] monoprix,rappelle
[29] listeria,prompts

Top Word Pairs in Tweet in G2:
[190] last,year
[189] southampton,uni
[189] uni,study
[189] study,reported
[189] reported,last
[189] year,found
[189] found,chlorine
[189] chlorine,washing
[189] washing,kill
[189] kill,pathogens

Top Word Pairs in Tweet in G3:
[336] ã,ã
[43] ã,ãƒ
[33] ãƒ,ã
[27] ã,ªã
[26] ªã,ã
[26] å,ã
[21] ã,å
[20] ã,ÿã
[20] è,ã
[19] ã,œã

Top Word Pairs in Tweet in G4:
[53] foto,tesis
[53] tesis,doctoral
[53] doctoral,investigadora
[53] investigadora,formación
[53] formación,sara
[53] sara,macrófagos
[53] macrófagos,fagocitando
[53] fagocitando,bacterias
[53] bacterias,listeria
[52] joseramosvivas,foto

Top Word Pairs in Tweet in G5:
[38] chlorine,washing
[27] poultry,producers
[27] producers,want
[27] want,access
[26] washing,used
[26] used,poultry
[26] access,british
[26] british,market
[26] market,post
[24] post,brexit

Top Word Pairs in Tweet in G6:
[3] danmcalgary,swamimatt
[3] swamimatt,brentdgls
[3] brentdgls,susaniverach
[3] susaniverach,georgeh19534572
[3] georgeh19534572,manny_ottawa
[3] manny_ottawa,saskpride
[3] saskpride,davidmilley
[3] davidmilley,otagograd
[2] otagograd,estokada
[2] estokada,munch289

Top Word Pairs in Tweet in G7:
[24] apart,few
[24] few,voluntary
[24] voluntary,codes
[24] codes,american
[24] american,poultry
[24] poultry,industry
[24] industry,unregulated
[24] unregulated,compared
[24] compared,eu
[24] eu,allowing

Top Word Pairs in Tweet in G8:
[45] consumo,seguro
[45] seguro,alimentos
[45] alimentos,clave
[45] clave,cuidar
[45] cuidar,tu
[45] tu,salud
[45] salud,simples
[45] simples,medidas
[45] medidas,higiene
[45] higiene,siguiendo

Top Word Pairs in Tweet in G9:
[35] man,recovers
[35] recovers,20
[35] 20,20
[35] 20,vision
[35] vision,common
[35] common,food
[35] food,borne
[35] borne,eye
[35] eye,infection
[35] infection,threatens

Top Word Pairs in Tweet in G10:
[40] listeria,monoprix
[40] monoprix,rappelle
[35] rappelle,des
[35] des,sandwichs
[35] sandwichs,et
[35] et,des
[35] des,wraps
[24] bfmtv,listeria
[8] bfm_eco,listeria
[5] rappelle,plusieurs

Top Replied-To
Top Replied-To in Entire Graph:
@a10teki4choku
@listeria_ly
@asama_n102
@4423iv
@shauggs
@gyokugaiji
@hi_forgyokkie
@ishi_machida
@cun_yong_tlp777
@hashi_itf

Top Replied-To in G2:
@jayrayner1
@fuck__brexit
@jenny_hanniver
@transfergraeme_
@johnbottomley_
@demondragonfly

Top Replied-To in G3:
@a10teki4choku
@listeria_ly
@asama_n102
@4423iv
@shauggs
@gyokugaiji
@hi_forgyokkie
@ishi_machida
@cun_yong_tlp777
@hashi_itf

Top Replied-To in G5:
@usambuk
@magritiger
@kearns_gerry
@welshrev
@kenn_qbe
@driscollmark
@africa_safety
@hughfw
@martindavismc
@dead_as_a_dodo

Top Replied-To in G6:
@danmcalgary
@rwlens
@hotblondtrouble

Top Replied-To in G7:
@jim_cornelius
@hiltonholloway
@idontmind64
@sevultura
@jamiedchandler1

Top Mentioned
Top Mentioned in Entire Graph:
@jayrayner1
@joseramosvivas
@ministeriosalud
@clevelandclinic
@le_parisien
@hi_forgyokkie
@bfmtv
@deannamarie208
@ketaminh
@drseanbarnes

Top Mentioned in G1:
@frankklaassen51
@fsm_e_learning
@mado83700

Top Mentioned in G2:
@jayrayner1
@woodyjohnson4
@norfolkmum1
@richardhcnourse
@johnbottomley_
@kriswhotweets
@dormouse881
@michael93595584
@henryj17
@philip_ciwf

Top Mentioned in G3:
@hi_forgyokkie
@gyokugaiji
@ishi_machida
@shauggs
@listeria_ly
@4423iv
@fuckin_acid
@keikyu_official
@hashi_itf
@hawk_m615

Top Mentioned in G4:
@joseramosvivas
@micro_ciencia

Top Mentioned in G5:
@peterdoodes
@welshrev
@usambuk
@telegraph
@uksustain
@helenmagi
@qubfoodprof
@joannablythman
@nfculondon
@driscollmark

Top Mentioned in G6:
@franktmcveety
@swamimatt
@brentdgls
@susaniverach
@georgeh19534572
@manny_ottawa
@saskpride
@davidmilley
@otagograd
@estokada

Top Mentioned in G7:
@stevemccvet
@bpsmithuk
@sevultura
@rationalal
@idontmind64
@ceriawp
@emmie_cowie
@jayrayner1
@hiltonholloway
@wendyr_p

Top Mentioned in G8:
@ministeriosalud
@ssvinaquillota

Top Mentioned in G9:
@clevelandclinic

Top Mentioned in G10:
@bfmtv
@bfm_eco
@rtlfrance

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@w38777y
@trademark_bot
@follementbijoux
@lorimoreno
@patricia691503
@foggybottomgal
@jasonjournalist
@avosfrommexico
@walmart

Top Tweeters in G1:
@w38777y
@follementbijoux
@foggybottomgal
@jasonjournalist
@mrkoolodo
@creolebabybritt
@money_lets_make
@denovofarms
@swissbusiness
@richardgearl

Top Tweeters in G2:
@manchuriandevil
@tighnacoille
@w_nicht
@xraypat
@kcarruthers
@paulstpancras
@alexaboco
@samljpage
@esme_hornbeam
@c1christine

Top Tweeters in G3:
@akiko_lawson
@trademark_bot
@nhk_news
@yahoonewstopics
@pisiinu
@livedoornews
@_shu_on_
@yuna_priest
@501jfw_h
@seyanaakane

Top Tweeters in G4:
@guillermoesnal
@dimebenyjohnboy
@adriian_rd1
@josefcku
@joseramosvivas
@beewiis
@rafaeltoledoro1
@tornilloarqui
@ftstn
@martinfd78

Top Tweeters in G5:
@telegraph
@philmorandi
@mpvine
@kenn_qbe
@ecolitical
@joannablythman
@governmentza
@helenmagi
@cardiogalenico
@dr_trauma1

Top Tweeters in G6:
@susaniverach
@magtell
@comenjoylife
@carolhusband
@franktmcveety
@manny_ottawa
@jacquie_1959
@otagograd
@jjgpden
@munch289

Top Tweeters in G7:
@ks_1968
@lsrlinda
@cliffsull
@jennytwist1
@clemesha_alison
@hiltonholloway
@mediaweasel
@idontmind64
@bob_lawblaw
@jim_cornelius

Top Tweeters in G8:
@claudiomendez
@intendencialbo
@ministeriosalud
@gore_tarapaca
@fosis_maule
@tiflitiflo
@equipojunaeb
@saludarica
@mangelquezada
@ssvinaquillota

Top Tweeters in G9:
@yazdjbilimoria
@malqahtani2011
@saludhealthinfo
@prissguerrero1
@_steve3_
@oldtimer1968
@romance_grl
@gordonfarai
@jonesls
@peamyrtle

Top Tweeters in G10:
@clems76lh
@bfmtv
@jdnyemb
@pouceopposable
@yohanncrn
@rtlfrance
@nniina_
@lintlvieno
@citylondonalan
@basile061


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