Listeria, Twitter, 5/16/2019 8:39:45 AM, 197009


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Listeria_2019-05-16_01-25-57.xlsx
Listeria_2019-05-16_01-25-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2019
Short Description:
Listeria via NodeXL http://bit.ly/2Hw6AKe
@listeria_ly
@us_fda
@cbsnews
@fdamedia
@usnehal
@tkarera
@davidjneal
@fdafood
@publix
@affi

Top hashtags:
#listeria
#foodsafety
#cfiarecall
#salmonella
#rappelacia
#recalls
#ecoli
#food
#onehealthkipm
#recall

Description:
Description
The graph represents a network of 1,556 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, 16 May 2019 at 08:26 UTC.

The requested start date was Thursday, 16 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, 22-hour, 43-minute period from Thursday, 02 May 2019 at 00:31 UTC to Wednesday, 15 May 2019 at 23:15 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 : 1556
Unique Edges : 1414
Edges With Duplicates : 1424
Total Edges : 2838
Number of Edge Types : 3
Mentions : 1001
Tweet : 1085
Replies to : 752
Self-Loops : 1085
Reciprocated Vertex Pair Ratio : 0.0243427458617332
Reciprocated Edge Ratio : 0.0475285171102662
Connected Components : 636
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 146
Maximum Edges in a Connected Component : 1162
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.405202
Graph Density : 0.000434786202564081
Modularity : 0.454739
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] http://www.cbsnews.com/news/fda-issues-recall-for-french-explorateur-cheese-for-possible-listeria-contamination/
[13] https://www.foodsafetynews.com/2019/05/publix-recalls-biltmore-brand-smoked-salmon-for-listeria-risk/
[10] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-14/eng/1557882748524/1557882751198
[10] http://www.inspection.gc.ca/eng/1557028707615/1557028708635
[9] https://www.foodsafetynews.com/2019/05/atlantic-salmon-strips-recalled-in-canada-for-possible-listeria-contamination/
[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
[7] https://www.foodsafetynews.com/2019/05/mecox-bay-dairy-recalls-cheese-after-samples-test-positive-for-listeria/
[7] https://www.secoloditalia.it/2019/05/salone-del-libro-listeria-antifascista-e-preoccupante-ma-moriranno-pazzi/
[7] https://shindanmaker.com/509717
[6] https://www.miamiherald.com/living/food-drink/article230208979.html

Top URLs in Tweet in G1:
[9] https://www.foodsafetynews.com/2019/05/publix-recalls-biltmore-brand-smoked-salmon-for-listeria-risk/
[6] https://www.foodsafetynews.com/2019/05/atlantic-salmon-strips-recalled-in-canada-for-possible-listeria-contamination/
[5] https://www.cnn.com/2019/04/24/health/ice-cream-investigation-fda-bn/index.html
[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] https://www.straight.com/life/1236301/pea-shoot-and-coconut-meat-product-recalls-expand-bc
[3] https://www.fda.gov/food/alerts-advisories-safety-information/public-health-alert-concerning-possible-listeria-contamination-french-soft-ripened-cheese
[3] http://www.jamaicaobserver.com/thursday-life-food/interesting-facts-about-listeria_163467?profile=1237
[3] http://www.netnewsledger.com/2019/04/30/harmful-bacteria-was-found-at-20-ice-cream-manufacturers-across-the-u-s/
[3] https://dailyhive.com/toronto/smoked-salmon-recall-listeria-ontario-may-2019

Top URLs in Tweet in G2:
[7] https://shindanmaker.com/509717
[6] https://shindanmaker.com/894169
[6] https://shindanmaker.com/324852
[6] https://shindanmaker.com/747455
[6] https://shindanmaker.com/513346
[2] https://shonenjumpplus.com/episode/10834108156652911821
[2] https://nazology.net/archives/37438
[2] https://www.pixiv.net/member_illust.php?mode=medium&illust_id=74576089
[2] https://www.melonbooks.co.jp/detail/detail.php?product_id=505830
[2] https://twitter.com/kg5ghatzppa1wkx/status/1124608953298575360

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/foodsafety/outbreaks/multistate-outbreaks/outbreaks-list.html
[1] https://twitter.com/i/web/status/1127712819208523776
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/27367319/
[1] https://twitter.com/i/web/status/1125800600229294080
[1] https://www.cdc.gov/listeria/risk-groups/pregnant-women.html
[1] https://twitter.com/i/web/status/1125229227324764160

Top URLs in Tweet in G4:
[2] https://go.usa.gov/xmR4U
[1] https://twitter.com/i/web/status/1128688662965698560
[1] https://go.usa.gov/xmRcC
[1] https://twitter.com/fdafood/status/1124365978467487746
[1] https://go.usa.gov/xmRaQ

Top URLs in Tweet in G5:
[30] http://www.cbsnews.com/news/fda-issues-recall-for-french-explorateur-cheese-for-possible-listeria-contamination/
[1] https://twitter.com/i/web/status/1127902598080679938

Top URLs in Tweet in G6:
[8] http://www.inspection.gc.ca/eng/1557028707615/1557028708635
[7] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-14/eng/1557882748524/1557882751198
[2] http://inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-04/eng/1557028707615/1557028708635
[1] https://twitter.com/i/web/status/1125271643960619009
[1] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-05/eng/1557104244672/1557104247484
[1] https://twitter.com/i/web/status/1128475105078775808
[1] http://www.inspection.gc.ca/au-sujet-de-l-acia/salle-de-nouvelles/avis-de-rappel-d-aliments/liste-complete/2019-05-04/fra/1557028707615/1557028708635
[1] https://twitter.com/i/web/status/1125272007694790657
[1] http://www.inspection.gc.ca/au-sujet-de-l-acia/salle-de-nouvelles/avis-de-rappel-d-aliments/liste-complete/2019-05-05/fra/1557104244672/1557104247484
[1] https://twitter.com/i/web/status/1128655802842087425

Top URLs in Tweet in G7:
[2] https://www.timesofisrael.com/bacteria-hunting-kit-aims-to-spot-food-hazards-before-they-enter-our-homes/
[1] https://twitter.com/i/web/status/1128787980406018049
[1] https://twitter.com/i/web/status/1126909283684311041
[1] https://twitter.com/i/web/status/1125867642357784585
[1] http://www.ifcj.org/news/fellowship-blog/Bacteria-Hunting-Kit-Aims-to-Spot-Food-Hazards-Before-They-Enter-our-Homes.html
[1] https://l.feathr.co/ift19-exhibitor-features-landing-page---with-reg-code-yarok-microbio-ltd
[1] https://twitter.com/i/web/status/1127264852999843845
[1] https://www.yaroktt.com/news-pr
[1] https://twitter.com/i/web/status/1128413248620048385
[1] https://twitter.com/i/web/status/1120391312673509376

Top URLs in Tweet in G8:
[3] https://trib.al/H4h2W8b
[1] https://www.miamiherald.com/living/food-drink/article230208979.html
[1] https://twitter.com/i/web/status/1128645537069191169
[1] https://twitter.com/i/web/status/1124481419814764544
[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
[1] https://apple.news/AEb1yEq2kStGnZRsVNoNUZg

Top URLs in Tweet in G9:
[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 G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[296] twitter.com
[42] foodsafetynews.com
[40] gc.ca
[38] cbsnews.com
[34] shindanmaker.com
[32] patch.com
[24] swarmapp.com
[12] secoloditalia.it
[9] lapresse.ca
[9] foodpoisonjournal.com

Top Domains in Tweet in G1:
[117] twitter.com
[30] patch.com
[29] foodsafetynews.com
[17] gc.ca
[8] goo.gl
[7] fda.gov
[5] cnn.com
[5] nih.gov
[5] secoloditalia.it
[5] miamiherald.com

Top Domains in Tweet in G2:
[34] shindanmaker.com
[24] swarmapp.com
[10] twitter.com
[8] co.jp
[4] kiji.is
[2] shonenjumpplus.com
[2] nazology.net
[2] pixiv.net
[2] asahi.com
[2] gr.jp

Top Domains in Tweet in G3:
[3] twitter.com
[3] cdc.gov
[1] nih.gov

Top Domains in Tweet in G4:
[4] usa.gov
[2] twitter.com

Top Domains in Tweet in G5:
[30] cbsnews.com
[1] twitter.com

Top Domains in Tweet in G6:
[21] gc.ca
[4] twitter.com

Top Domains in Tweet in G7:
[10] twitter.com
[2] timesofisrael.com
[2] sciencedirect.com
[1] ifcj.org
[1] feathr.co
[1] yaroktt.com
[1] europa.eu
[1] gov.uk
[1] cbsnews.com
[1] foodsafetynews.com

Top Domains in Tweet in G8:
[4] trib.al
[2] twitter.com
[1] miamiherald.com
[1] wfla.com
[1] apple.news

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

Top Domains in Tweet in G10:
[8] qz.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] listeria
[40] foodsafety
[27] cfiarecall
[18] salmonella
[12] rappelacia
[11] recalls
[10] ecoli
[9] food
[9] onehealthkipm
[8] recall



Top Hashtags in Tweet in G1:
[25] listeria
[10] foodsafety
[9] food
[5] recall
[5] recalls
[4] salmonella
[4] googlealerts
[3] health
[3] cheese
[3] vancouver

Top Hashtags in Tweet in G2:
[3] 艦これ
[2] 平成に贈る
[2] 平成最徜に私の作品もっと沢山の人に広ぜ゜祭゚
[2] 働くクルマ大集合
[2] gpスクエア
[2] 三重県トラック協会
[2] オリジナル
[2] 女の子
[2] あの娘にキスと白百合を
[2] メイドの日

Top Hashtags in Tweet in G3:
[2] dairy
[2] meats
[1] pregnancy
[1] highrisk
[1] immunocompromised
[1] fetaldemise

Top Hashtags in Tweet in G4:
[9] listeria
[7] alert
[2] thechefswarehouse
[2] recalls
[1] cheese
[1] affiaction

Top Hashtags in Tweet in G6:
[27] cfiarecall
[12] rappelacia
[10] listeria
[2] recall

Top Hashtags in Tweet in G7:
[23] foodsafety
[15] listeria
[9] ecoli
[7] salmonella
[6] bacteria
[4] ift19
[4] foodtech
[4] atlanticsalmonstrips
[3] iftnext
[3] foodindustry

Top Hashtags in Tweet in G8:
[2] foodsafety
[1] recall
[1] frenchcheese

Top Words
Top Words in Tweet in Entire Graph:
[447] Words in Sentiment List#1: Positive
[809] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[24632] Non-categorized Words
[25892] Total Words
[934] listeria
[216] salmon
[205] ã
[195] monocytogenes
[194] food

Top Words in Tweet in G1:
[397] listeria
[119] salmon
[92] smoked
[85] monocytogenes
[82] food
[79] recalled
[73] recalls
[72] risk
[69] recall
[65] cheese

Top Words in Tweet in G2:
[205] ã
[186] a10teki4choku
[85] shauggs
[75] listeria_ly
[71] gyokugaiji
[48] ㅤ
[45] 4423iv
[42] hi_forgyokkie
[31] ãƒ
[25] å

Top Words in Tweet in G3:
[3] beckyjohnson222
[3] listeria
[2] joshua1_5
[2] itsmepanda1
[2] doritmi
[2] fiddlestix7
[2] boxmenot
[2] suequez
[2] rugbyrhino16
[2] tonybaduy

Top Words in Tweet in G4:
[32] cheese
[30] l
[30] explorateur
[25] safety
[24] due
[23] eat
[23] sell
[22] alert
[22] labeled
[17] fda

Top Words in Tweet in G5:
[32] tainted
[31] french
[31] listeria
[30] cbsnews
[30] fda
[30] warns
[30] soft
[30] cheese
[2] drugs

Top Words in Tweet in G6:
[31] listeria
[27] #cfiarecall
[25] brand
[24] cfia_food
[22] food
[22] warning
[22] atlantic
[22] salmon
[22] strips
[22] hot

Top Words in Tweet in G7:
[23] #foodsafety
[19] listeria
[15] #listeria
[10] days
[9] #ecoli
[8] food
[8] fast
[8] 45
[7] refrigeration
[7] foodsafetynews

Top Words in Tweet in G8:
[16] listeria
[14] alert
[10] publix
[9] salmon
[8] concerns
[8] biltmore
[8] smoked
[8] miamiherald
[7] consumer
[7] one

Top Words in Tweet in G9:
[9] _celia_bedelia_
[6] listeria
[5] miscarriage
[4] know
[3] drugs
[3] cause
[2] ross28821353
[2] increase
[2] list
[2] things

Top Words in Tweet in G10:
[32] listeria
[16] fda
[16] study
[16] found
[16] nearly
[16] 1
[16] 5
[16] avocados
[16] fun
[14] qz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[180] listeria,monocytogenes
[93] ã,ã
[87] salmon,strips
[85] smoked,salmon
[77] due,listeria
[77] possible,listeria
[76] atlantic,salmon
[76] listeria,risk
[70] food,recall
[64] recalled,due

Top Word Pairs in Tweet in G1:
[83] listeria,monocytogenes
[65] smoked,salmon
[57] listeria,risk
[46] publix,recalls
[45] recalls,biltmore
[44] salmon,listeria
[42] possible,listeria
[37] salmon,strips
[37] biltmore,smoked
[34] food,recall

Top Word Pairs in Tweet in G2:
[93] ã,ã
[27] ㅤ,ㅤ
[14] listeria_ly,05
[14] shauggs,ishi_machida
[13] ãƒ,ã
[13] ãƒ,ãƒ
[11] ã,ãƒ
[10] ã,è
[10] å,ã
[10] æ,ã

Top Word Pairs in Tweet in G3:
[2] fiddlestix7,boxmenot
[2] boxmenot,beckyjohnson222
[2] beckyjohnson222,suequez
[2] suequez,rugbyrhino16
[2] rugbyrhino16,tonybaduy
[2] tonybaduy,tiochango_
[2] tiochango_,chrisjohnsonmd
[2] chrisjohnsonmd,mileystan3
[2] listeria,bacteria
[2] bacteria,outbreaks

Top Word Pairs in Tweet in G4:
[30] l,explorateur
[22] safety,alert
[22] eat,sell
[22] cheese,labeled
[22] labeled,l
[22] explorateur,due
[17] fda,issues
[17] issues,safety
[17] alert,advise
[17] advise,consumers

Top Word Pairs in Tweet in G5:
[30] fda,warns
[30] warns,soft
[30] soft,french
[30] french,cheese
[30] cheese,tainted
[30] tainted,listeria
[29] cbsnews,fda

Top Word Pairs in Tweet in G6:
[23] cfia_food,#cfiarecall
[22] atlantic,salmon
[22] salmon,strips
[22] strips,hot
[22] hot,smoked
[21] smoked,cracked
[21] listeria,monocytogenes
[20] food,recall
[20] recall,warning
[19] cracked,black

Top Word Pairs in Tweet in G7:
[7] #foodsafety,refrigeration
[7] refrigeration,listeria
[6] mcbazacophd,#foodsafety
[6] #salmonella,#listeria
[5] fast,testing
[5] israeli,startup
[5] startup,identifies
[5] identifies,dangerous
[5] dangerous,bacteria
[5] bacteria,produce

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[2] ross28821353,_celia_bedelia_
[2] increase,miscarriage
[2] even,know
[2] cat's,litter
[2] litter,box
[2] msharkess,_celia_bedelia_
[2] _celia_bedelia_,ottskeh
[2] ottskeh,exactly
[2] exactly,clarify
[2] clarify,m

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@a10teki4choku
@shauggs
@listeria_ly
@gyokugaiji
@hi_forgyokkie
@4423iv
@fuckin_acid
@r_tateshina
@hawk_m615
@nagamine_pass

Top Replied-To in G2:
@a10teki4choku
@shauggs
@listeria_ly
@gyokugaiji
@hi_forgyokkie
@4423iv
@fuckin_acid
@r_tateshina
@nagamine_pass
@hawk_m615

Top Replied-To in G3:
@fiddlestix7
@joshua1_5
@drgruralmd

Top Replied-To in G5:
@cbsnews

Top Replied-To in G7:
@timesofisrael

Top Replied-To in G8:
@publix
@us_fda

Top Replied-To in G9:
@_celia_bedelia_
@cheeseheadspur
@whyask65
@leighgarrisonok
@myblueteapot
@ryanthelion620
@bf0wler
@msharkess

Top Mentioned
Top Mentioned in Entire Graph:
@cbsnews
@cfia_food
@gyokugaiji
@4423iv
@fdamedia
@shauggs
@qz
@ishi_machida
@ls_nutrition
@listeria_ly

Top Mentioned in G1:
@proteinbio
@science2_0
@microbiologyoa
@shodaipuro2
@renaudjulesdesc

Top Mentioned in G2:
@gyokugaiji
@4423iv
@shauggs
@ishi_machida
@listeria_ly
@yuri_premium2
@keikyu_official
@hi_forgyokkie
@nixets
@nagamine_pass

Top Mentioned in G3:
@beckyjohnson222
@itsmepanda1
@doritmi
@boxmenot
@suequez
@rugbyrhino16
@tonybaduy
@tiochango_
@chrisjohnsonmd
@mileystan3

Top Mentioned in G4:
@fdamedia
@frankyiannasfda
@fdafood
@affi
@capublichealth
@nipperalert

Top Mentioned in G5:
@cbsnews

Top Mentioned in G6:
@cfia_food
@acia_aliments
@wdgpublichealth

Top Mentioned in G7:
@foodsafetynews
@mcbazacophd
@yaroktt
@timesofisrael
@pueblohealth
@outbreakmuseum
@ift

Top Mentioned in G8:
@publix
@miamiherald
@foodsafeguru
@us_fda
@consumerfed
@ripoffreport
@foodsafetygeeks
@fdamedia
@cbsnews

Top Mentioned in G9:
@_celia_bedelia_
@ross28821353
@ottskeh
@rgaudet99
@ladyheatherlee
@msharkess

Top Mentioned in G10:
@qz
@btcnasia

Top Tweeters
Top Tweeters in Entire Graph:
@gusto_official
@tesco
@oldlady12345
@mos_burger
@stevebrookesmbe
@chipotletweets
@life_sciences_
@47news
@pops131
@eurekamag

Top Tweeters in G1:
@pops131
@liveedges
@agenparl
@denovofarms
@msoxtail
@richardgearl
@channel1america
@huffpostquebec
@waseemradwan
@ernstnordholt

Top Tweeters in G2:
@gusto_official
@mos_burger
@47news
@yuzutan_bot
@osaka_seventeen
@tsukinoyuki
@kahasina9
@seyanaakane
@itm_nlab
@candylight308

Top Tweeters in G3:
@veritasever
@itsmepanda1
@beckyjohnson222
@henjam48
@doritmi
@elle_franks
@kidoctr
@emmagpaley
@monstercoyliar
@plasticdoe

Top Tweeters in G4:
@saludhealthinfo
@geminiapatterso
@pgccommunity
@cspi
@douglasyardley
@compere
@ccfirenincident
@hxl9
@hhsregion8
@ariffood

Top Tweeters in G5:
@stevebrookesmbe
@radioworldsv
@psybrspcsuprstr
@cbsnews
@rockbridge2008
@gingin21
@jrlvr88
@deploycatattack
@borinquensun
@chimaera925

Top Tweeters in G6:
@oasismountain
@guelphbugle
@localawareness
@redsfreaky
@yyc_besafe
@sudburydotcom
@soulseeker0
@malvynia
@raceguy1st
@novascotialive

Top Tweeters in G7:
@sharerussharing
@timesofisrael
@mcbazacophd
@vanprobsolution
@robertaanding
@stapesphd
@foodsafetynews
@justundrsurface
@ift
@issafakeras

Top Tweeters in G8:
@sherryflrealtor
@quemero20
@tampagirl19655
@miamiherald
@ripoffreport
@davidjneal
@publix
@moxiepassion
@exposurejb
@tkarera

Top Tweeters in G9:
@oldlady12345
@_celia_bedelia_
@msharkess
@whyask65
@rgaudet99
@stinhambo
@geek_kelly
@ladyheatherlee
@cheeseheadspur
@bf0wler

Top Tweeters in G10:
@redwoodgirl
@hanneshanath
@therealbiostate
@qz
@babycakebriauna
@cimages
@blumes15
@waterproofmm
@tyjay_101
@keepevolving90