Listeria, Twitter, 5/25/2019 2:57:24 PM, 198027


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Listeria_2019-05-25_01-25-57.xlsx
Listeria_2019-05-25_01-25-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2019
Short Description:
Listeria via NodeXL http://bit.ly/2W1PMFp
@juan1mikael
@listeria_ly
@myjujuu
@cfia_food
@_celia_bedelia_
@bmarler
@qz
@vanprobsolution
@localawareness
@clevelandclinic

Top hashtags:
#listeria
#foodsafety
#cfiarecall
#salmonella
#eu
#food
#onehealthkipm
#foodalert

Description:
Description
The graph represents a network of 2,062 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 Saturday, 25 May 2019 at 08:26 UTC.

The requested start date was Thursday, 23 May 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, 29-minute period from Thursday, 09 May 2019 at 00:06 UTC to Wednesday, 22 May 2019 at 23:36 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 : 2062
Unique Edges : 1886
Edges With Duplicates : 742
Total Edges : 2628
Number of Edge Types : 3
Replies to : 399
Mentions : 1452
Tweet : 777
Self-Loops : 777
Reciprocated Vertex Pair Ratio : 0.0121561100447857
Reciprocated Edge Ratio : 0.0240202275600506
Connected Components : 600
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 712
Maximum Edges in a Connected Component : 718
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.990815
Graph Density : 0.000372254388578049
Modularity : 0.607277
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://www.foodsafetynews.com/2019/05/publix-recalls-biltmore-brand-smoked-salmon-for-listeria-risk/
[12] https://consultqd.clevelandclinic.org/listeria-monocytogenes-endophthalmitis-a-case-study/?utm_campaign=cc
[12] posts&utm_medium=social&utm_source=twitter&utm_content=072618
[12] eye&cvosrc=social
[12] network.twitter.cc
[12] posts&cvo_creative=072618
[12] eye
[11] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-14/eng/1557882748524/1557882751198
[10] https://www.naturalnews.com/2019-05-18-were-literally-eating-toxins-western-diets-increase-the-risk-of-food-poisoning-from-listeria.html
[10] https://www.foodsafetynews.com/2019/05/study-lab-work-in-south-africas-listeria-outbreak-was-remarkable/

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1128817250616479744

Top URLs in Tweet in G2:
[9] https://www.naturalnews.com/2019-05-18-were-literally-eating-toxins-western-diets-increase-the-risk-of-food-poisoning-from-listeria.html
[8] https://www.foodsafetynews.com/2019/05/publix-recalls-biltmore-brand-smoked-salmon-for-listeria-risk/
[5] https://www.miamiherald.com/living/food-drink/article230208979.html
[5] https://www.foodsafetynews.com/2019/05/mecox-bay-dairy-recalls-cheese-after-samples-test-positive-for-listeria/
[4] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-14/eng/1557882748524/1557882751198
[3] https://www.unepommeparjour.com/2019/05/13/rappel-de-saumon-potentiellement-contamine-par-la-listeria/
[3] https://www.tvanouvelles.ca/2019/05/15/rappel-de-lanieres-de-saumon-en-raison-de-la-bacterie-listeria-1
[3] https://blackburnnews.com/london/london-news/2019/05/15/salmon-strips-recalled-listeria-concerns/
[3] http://jimuken.com/
[3] https://www.pritzkerlaw.com/personal-injury/2019/listeria-e-coli-and-salmonella-risk-from-seed-and-nut-butters/

Top URLs in Tweet in G3:
[4] https://shindanmaker.com/324852
[4] https://shindanmaker.com/747455
[4] https://shindanmaker.com/513346
[4] https://shindanmaker.com/509717
[3] https://shindanmaker.com/894169
[2] https://twitter.com/UTokyo_yuri/status/1126455412616646656
[2] https://this.kiji.is/499416309056570465
[2] https://dc.watch.impress.co.jp/docs/news/1183508.html
[2] https://nlab.itmedia.co.jp/nl/articles/1905/11/news022.html
[2] https://www.youtube.com/watch?v=skQchJt2V7Y


Top URLs in Tweet in G4:
[7] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-14/eng/1557882748524/1557882751198
[6] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-22/eng/1558549526741/1558549527573
[3] https://blackburnnews.com/london/london-news/2019/05/15/salmon-strips-recalled-listeria-concerns/
[1] http://www.inspection.gc.ca/au-sujet-de-l-acia/salle-de-nouvelles/avis-de-rappel-d-aliments/liste-complete/2019-05-22/fra/1558549526741/1558549527573
[1] https://twitter.com/i/web/status/1128475105078775808
[1] https://twitter.com/i/web/status/1129505911406497792
[1] https://twitter.com/i/web/status/1129513689642614786
[1] http://inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-22/eng/1558549526741/1558549527573
[1] https://twitter.com/i/web/status/1128655802842087425
[1] http://inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-17/eng/1558122636122/1558122636502

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1126629831691644929
[1] https://twitter.com/i/web/status/1126607261474926594
[1] https://twitter.com/i/web/status/1126627578939199488
[1] https://twitter.com/i/web/status/1126487530453512192
[1] https://twitter.com/i/web/status/1126250539480539136

Top URLs in Tweet in G6:
[3] https://www.foodsafetynews.com/2019/05/study-lab-work-in-south-africas-listeria-outbreak-was-remarkable/
[3] https://www.foodpoisonjournal.com/food-recall/cheese-recalled-in-new-york-due-to-listeria/
[2] http://www.foodfocus.co.za/home/guest-guru/Food-Safety-News/Study:-Lab-work-in-South-Africa%E2%80%99s-Listeria-outbreak-was-%E2%80%98remarkable%E2%80%99
[1] https://twitter.com/i/web/status/1128987260500807680
[1] https://twitter.com/i/web/status/1129580911878725632
[1] https://www.foodpoisonjournal.com/food-recall/salmon-recalled-over-listeria/
[1] https://twitter.com/i/web/status/1128716754295726080
[1] https://twitter.com/i/web/status/1128725314840944640
[1] https://www.foodpoisonjournal.com/food-recall/listeria-recall-smoked-sockeye-salmon/
[1] https://www.sciencedirect.com/science/article/pii/S0956713519302178

Top URLs in Tweet in G7:
[2] https://quadram.ac.uk/vacancies/research-scientist-4/
[1] https://twitter.com/i/web/status/1130382651976814593

Top URLs in Tweet in G8:
[8] https://qz.com/quartzy/1491788/you-need-to-wash-avocados-unless-you-want-listeria/?utm_source=Twitter&utm_medium=qz-organic&utm_campaign=hootsuite&hootPostID=822d694ebc4ca1f47155076014a5a889

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1130479902883319808
[1] https://twitter.com/i/web/status/1128787980406018049
[1] https://www.foodsafetynews.com/2019/05/study-lab-work-in-south-africas-listeria-outbreak-was-remarkable/
[1] https://twitter.com/i/web/status/1125870694259027969
[1] https://twitter.com/i/web/status/1126878814083010560
[1] https://twitter.com/i/web/status/1127977519045464065
[1] https://twitter.com/i/web/status/1128413248620048385
[1] https://twitter.com/i/web/status/1120391312673509376
[1] https://www.timesofisrael.com/bacteria-hunting-kit-aims-to-spot-food-hazards-before-they-enter-our-homes/
[1] https://l.feathr.co/ift19-exhibitor-features-landing-page---with-reg-code-yarok-microbio-ltd

Top URLs in Tweet in G10:
[1] https://www.miamiherald.com/living/food-drink/article230208979.html
[1] https://twitter.com/i/web/status/1128645537069191169
[1] https://www.wfla.com/8-on-your-side/recall-alerts/publix-recalls-biltmore-brand-smoked-salmon-for-listeria-risk/1998698816
[1] https://trib.al/sdHSZez

Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[40] foodsafetynews.com
[32] gc.ca
[32] patch.com
[21] shindanmaker.com
[14] naturalnews.com
[13] swarmapp.com
[13] clevelandclinic.org
[11] lapresse.ca
[10] blackburnnews.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[121] twitter.com
[30] patch.com
[22] foodsafetynews.com
[13] gc.ca
[12] naturalnews.com
[6] goo.gl
[5] miamiherald.com
[5] nih.gov
[4] lnkd.in
[4] tvanouvelles.ca

Top Domains in Tweet in G3:
[21] shindanmaker.com
[13] swarmapp.com
[5] twitter.com
[4] co.jp
[2] kiji.is
[2] youtube.com
[2] nationalinterest.org
[1] ac.jp
[1] yurinavi.com

Top Domains in Tweet in G4:
[16] gc.ca
[6] twitter.com
[3] blackburnnews.com

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[10] twitter.com
[5] foodpoisonjournal.com
[3] foodsafetynews.com
[2] co.za
[1] sciencedirect.com
[1] journalofdairyscience.org

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

Top Domains in Tweet in G8:
[8] qz.com

Top Domains in Tweet in G9:
[9] twitter.com
[1] foodsafetynews.com
[1] timesofisrael.com
[1] feathr.co
[1] yaroktt.com

Top Domains in Tweet in G10:
[1] miamiherald.com
[1] twitter.com
[1] wfla.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] listeria
[25] foodsafety
[24] cfiarecall
[17] salmonella
[10] eu
[9] food
[9] onehealthkipm
[8] foodalert
[8] rappelacia
[7] chilelocuidamostodos



Top Hashtags in Tweet in G2:
[16] listeria
[7] food
[7] foodsafety
[4] salmonella
[3] yeast
[3] recalls
[3] googlealerts
[3] 臨床検査技師
[3] 細菌
[3] 微生物

Top Hashtags in Tweet in G3:
[2] あの娘にキスと白百合を
[2] メイドの日
[2] なのん
[2] 狼犬
[2] オオカミ犬
[2] ウルフドッグ
[2] wolfdog
[2] pentax
[2] pashadelic
[1] ntn

Top Hashtags in Tweet in G4:
[24] cfiarecall
[8] rappelacia
[1] recall
[1] ckont
[1] bacteria
[1] listeria

Top Hashtags in Tweet in G6:
[6] listeria
[1] foodsafety
[1] rawmilk

Top Hashtags in Tweet in G9:
[13] foodsafety
[8] listeria
[7] ecoli
[5] salmonella
[4] ift19
[4] bacteria
[3] iftnext
[3] centreforentericdiseases
[3] baltimore
[3] greenwise

Top Hashtags in Tweet in G10:
[1] foodsafety
[1] recall

Top Words
Top Words in Tweet in Entire Graph:
[441] Words in Sentiment List#1: Positive
[697] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[33432] Non-categorized Words
[34570] Total Words
[2134] gram
[1424] cocci
[834] listeria
[714] staph
[713] juan1mikael

Top Words in Tweet in G1:
[2127] gram
[1418] cocci
[712] juan1mikael
[709] bacteriology
[709] pracs
[709] thread
[709] micrococcus
[709] staph
[709] strep
[709] neisseria

Top Words in Tweet in G2:
[331] listeria
[112] salmon
[96] smoked
[81] risk
[76] food
[71] monocytogenes
[69] recalls
[62] recalled
[60] publix
[57] biltmore

Top Words in Tweet in G3:
[74] listeria_ly
[36] gyokugaiji
[35] a10teki4choku
[30] shauggs
[27] ㅤ
[12] hi_forgyokkie
[7] うまいのか
[7] 東京都
[7] nagamine_pass
[6] ポメ

Top Words in Tweet in G4:
[38] listeria
[26] food
[26] recall
[26] warning
[24] #cfiarecall
[24] salmon
[24] strips
[23] cfia_food
[20] atlantic
[20] hot

Top Words in Tweet in G5:
[8] _celia_bedelia_
[5] miscarriage
[5] listeria
[3] drugs
[3] know
[3] cause
[2] ross28821353
[2] increase
[2] list
[2] things

Top Words in Tweet in G6:
[20] south
[18] outbreak
[18] listeria
[14] 2017
[14] 2018
[14] laboratory
[13] africa
[9] monocytogenes
[9] activities
[7] bmarler

Top Words in Tweet in G7:
[18] applications
[18] research
[18] scientist
[18] molecular
[18] microbiology
[18] experience
[18] work
[17] drrobkingsley
[15] thequadram
[10] invited

Top Words in Tweet in G8:
[32] listeria
[16] fda
[16] study
[16] found
[16] nearly
[16] 1
[16] 5
[16] avocados
[16] fun
[14] qz

Top Words in Tweet in G9:
[16] listeria
[13] #foodsafety
[9] food
[8] #listeria
[7] #ecoli
[6] foods
[6] take
[6] days
[6] fast
[6] foodsafetynews

Top Words in Tweet in G10:
[10] publix
[10] listeria
[9] salmon
[8] concerns
[8] alert
[8] biltmore
[8] smoked
[7] consumer
[7] one
[7] lot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1422] gram,cocci
[712] cocci,neisseria
[711] bacteriology,pracs
[711] pracs,thread
[711] thread,gram
[711] cocci,micrococcus
[711] micrococcus,staph
[711] staph,strep
[711] strep,gram
[711] neisseria,gram

Top Word Pairs in Tweet in G1:
[1418] gram,cocci
[709] bacteriology,pracs
[709] pracs,thread
[709] thread,gram
[709] cocci,micrococcus
[709] micrococcus,staph
[709] staph,strep
[709] strep,gram
[709] cocci,neisseria
[709] neisseria,gram

Top Word Pairs in Tweet in G2:
[71] listeria,monocytogenes
[62] smoked,salmon
[53] listeria,risk
[45] publix,recalls
[45] recalls,biltmore
[43] salmon,listeria
[40] biltmore,smoked
[27] salmon,strips
[26] dom,reserve
[23] food,recall

Top Word Pairs in Tweet in G3:
[15] ㅤ,ㅤ
[5] listeria_ly,05
[5] shauggs,gyokugaiji
[4] 楽しいので,ㅤ
[4] 大田区,東京都
[4] liliest,vol
[4] vol,2
[4] gyokugaiji,shauggs
[3] listeria_ly,shauggs
[3] tlでウーしようと思います,ㅤ

Top Word Pairs in Tweet in G4:
[26] food,recall
[26] recall,warning
[24] warning,listeria
[24] salmon,strips
[21] cfia_food,#cfiarecall
[20] atlantic,salmon
[20] strips,hot
[19] hot,smoked
[17] listeria,monocytogenes
[13] #cfiarecall,food

Top Word Pairs in Tweet in G5:
[2] ross28821353,_celia_bedelia_
[2] increase,miscarriage
[2] cat's,litter
[2] litter,box
[2] msharkess,_celia_bedelia_
[2] _celia_bedelia_,ottskeh
[2] ottskeh,exactly
[2] exactly,clarify
[2] clarify,m
[2] m,ears

Top Word Pairs in Tweet in G6:
[14] 2017,2018
[13] south,africa
[9] laboratory,activities
[8] listeria,monocytogenes
[7] outbreak,listeria
[7] monocytogenes,south
[7] africa,2017
[7] 2018,laboratory
[5] hot,press
[5] press,outbreak

Top Word Pairs in Tweet in G7:
[18] research,scientist
[18] scientist,molecular
[18] molecular,microbiology
[18] microbiology,experience
[18] experience,work
[17] work,drrobkingsley
[15] thequadram,applications
[10] applications,invited
[10] invited,research
[8] applications,close

Top Word Pairs in Tweet in G8:
[16] fda,study
[16] study,found
[16] found,listeria
[16] listeria,nearly
[16] nearly,1
[16] 1,5
[16] 5,avocados
[16] avocados,listeria
[16] listeria,fun
[11] qz,fda

Top Word Pairs in Tweet in G9:
[4] know,foods
[4] foods,more
[4] more,contain
[4] contain,listeria
[4] listeria,steps
[4] steps,take
[4] take,prevent
[4] prevent,infection
[4] fast,testing
[4] #salmonella,#listeria

Top Word Pairs in Tweet in G10:
[8] listeria,concerns
[7] consumer,alert
[7] alert,one
[7] one,lot
[7] lot,biltmore
[7] biltmore,smoked
[7] smoked,sockeye
[7] sockeye,salmon
[7] salmon,recalled
[7] recalled,over

Top Replied-To
Top Replied-To in Entire Graph:
@listeria_ly
@a10teki4choku
@gyokugaiji
@shauggs
@hi_forgyokkie
@sasago_pass
@fuckin_acid
@daijyo_b_kyo
@hawk_m615
@nagamine_pass

Top Replied-To in G1:
@juan1mikael

Top Replied-To in G3:
@listeria_ly
@a10teki4choku
@gyokugaiji
@shauggs
@hi_forgyokkie
@hawk_m615
@daijyo_b_kyo
@fuckin_acid
@sasago_pass
@hi_forut

Top Replied-To in G5:
@cheeseheadspur
@whyask65
@leighgarrisonok
@_celia_bedelia_
@myblueteapot
@ryanthelion620
@bf0wler
@msharkess

Top Replied-To in G6:
@bmarler

Top Replied-To in G9:
@timesofisrael

Top Replied-To in G10:
@publix

Top Mentioned
Top Mentioned in Entire Graph:
@juan1mikael
@cfia_food
@drrobkingsley
@thequadram
@qz
@clevelandclinic
@foodsafetygov
@ls_nutrition
@charlotteprong
@shauggs

Top Mentioned in G1:
@juan1mikael
@chlpcr

Top Mentioned in G2:
@renaudjulesdesc
@cleanlightgroup
@gidamuhendisin

Top Mentioned in G3:
@shauggs
@gyokugaiji
@listeria_ly
@nagamine_pass
@utokyo_yuri
@nagata_shi_next
@ene_mizunoawa
@keikyu_official
@5114ave

Top Mentioned in G4:
@cfia_food
@acia_aliments
@blackburnck

Top Mentioned in G5:
@_celia_bedelia_
@ross28821353
@ottskeh
@rgaudet99
@ladyheatherlee
@msharkess

Top Mentioned in G6:
@bmarler
@lindamayjackson
@listeriosisa
@foodfocussa
@joewhitworth

Top Mentioned in G7:
@drrobkingsley
@thequadram

Top Mentioned in G8:
@qz
@btcnasia

Top Mentioned in G9:
@foodsafetynews
@pueblohealth
@yaroktt
@timesofisrael
@outbreakmuseum

Top Mentioned in G10:
@publix
@miamiherald
@foodsafeguru
@consumerfed
@ripoffreport
@foodsafetygeeks

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@oldlady12345
@defendressofsan
@chipotletweets
@life_sciences_
@israelnewslinks
@47news
@eurekamag
@pops131
@liveedges

Top Tweeters in G1:
@cath8823me
@imenajosef
@joedivanmata
@kierstenmnjrdn
@hanakz_
@sharmeelita
@cringeattacks
@yengcarpio
@kriztijessu
@janicalbaltazar

Top Tweeters in G2:
@defendressofsan
@pops131
@liveedges
@agenparl
@denovofarms
@msoxtail
@richardgearl
@thabo09
@huffpostquebec
@ocularnervosa

Top Tweeters in G3:
@47news
@yuzutan_bot
@kahasina9
@seyanaakane
@itm_nlab
@hamukazu
@augustoparty
@2r96
@monyaizumi
@lw_ru

Top Tweeters in G4:
@oasismountain
@localawareness
@blackburnck
@jackie_rumble
@yyc_besafe
@malvynia
@karenali11
@michelletypoq
@dabydeen
@nfallslangley

Top Tweeters in G5:
@oldlady12345
@_celia_bedelia_
@msharkess
@whyask65
@rgaudet99
@stinhambo
@geek_kelly
@ladyheatherlee
@cheeseheadspur
@bf0wler

Top Tweeters in G6:
@topazkat
@kenn_qbe
@bmarler
@cebelihlem
@johanlorenzen
@mmbagelz
@fastmovingsa
@foodfocussa
@joewhitworth
@dibleydobley

Top Tweeters in G7:
@bugsinyourguts
@iangoodhead
@rbowaterlab
@thequadram
@daniela_barilla
@olusolaolaleye1
@christina_b_23
@ilottnick
@microbiologyucl
@foodbiogcu

Top Tweeters in G8:
@redwoodgirl
@hanneshanath
@therealbiostate
@babycakebriauna
@qz
@cimages
@blumes15
@waterproofmm
@tyjay_101
@keepevolving90

Top Tweeters in G9:
@sharerussharing
@timesofisrael
@antongiulio2
@vanprobsolution
@highat9000
@foodsafetynews
@justundrsurface
@annie_cascarano
@pueblohealth
@galle671

Top Tweeters in G10:
@sherryflrealtor
@quemero20
@tampagirl19655
@miamiherald
@ripoffreport
@davidjneal
@publix
@moxiepassion
@exposurejb
@tonyawardell