salmonella, Twitter, 3/23/2019 4:04:10 PM, 191393


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salmonella_2019-03-23_01-45-51.xlsx
salmonella_2019-03-23_01-45-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2JwSEEh
@woodgnomology
@jay_salsa
@schustercf
@cbsnews
@brown666w
@naturemicrobiol
@martinremains
@ibyt4
@winni_l08
@lasa_lab

Top hashtags:
#salmonella
#mnemonicmonday
#onehealthkipm
#cooperativaconversa
#recall
#foodsafety
#brexit

Description:
Description
The graph represents a network of 5,865 Twitter users whose tweets in the requested range contained "salmonella", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 March 2019 at 08:47 UTC.

The requested start date was Thursday, 21 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 5-day, 9-hour, 43-minute period from Friday, 15 March 2019 at 14:17 UTC to Thursday, 21 March 2019 at 00:00 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 : 5865
Unique Edges : 5364
Edges With Duplicates : 1016
Total Edges : 6380
Number of Edge Types : 3
Tweet : 1771
Mentions : 3773
Replies to : 836
Self-Loops : 1771
Reciprocated Vertex Pair Ratio : 0.0152927120669056
Reciprocated Edge Ratio : 0.0301247352318193
Connected Components : 2031
Single-Vertex Connected Components : 1123
Maximum Vertices in a Connected Component : 1098
Maximum Edges in a Connected Component : 1389
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.256376
Graph Density : 0.000123544880316442
Modularity : 0.742441
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[127] https://www.cbsnews.com/news/butterball-turkey-salmonella-recall-food-lion/
[20] https://twitter.com/aymanzl/status/1107980263043284992
[18] https://www.food.gov.uk/news-alerts/alert/fsa-prin-08-2019
[15] http://www.cooperativa.cl/noticias/pais/salud/region-metropolitana-registra-60-brotes-de-salmonella-solo-este-ano/2019-03-19/082614.html
[15] https://www.ecowatch.com/ground-turkey-recall-2631722946.html
[14] https://natemat.pl/267361,polska-wyslala-prawie-300-kg-miesa-z-salmonella-do-czech-jedzono-je-w-pradze
[13] https://www.elinformadorchile.com/2019/03/preocupacion-por-brote-de-salmonella-en.html
[11] https://www.efsa.europa.eu/en/press/news/190312
[11] https://www.foodsafetynews.com/2019/03/snack-mix-recall-expanded-as-patient-count-increases-in-salmonella-outbreak/
[11] http://www.cooperativa.cl/noticias/pais/salud/detectan-20-casos-de-salmonella-en-colegio-de-la-dehesa/2019-03-18/123221.html

Top URLs in Tweet in G1:
[26] https://www.cbsnews.com/news/butterball-turkey-salmonella-recall-food-lion/
[10] https://trib.al/zMaXb3x
[9] https://trib.al/DljQRDK
[9] https://www.newstimeupdate.com/butterball-recalls-78000-pounds-of-ground-turkey-over-salmonella-concerns/
[8] http://www.cooperativa.cl/noticias/pais/salud/detectan-20-casos-de-salmonella-en-colegio-de-la-dehesa/2019-03-18/123221.html
[8] https://www.foodsafetynews.com/2019/03/snack-mix-recall-expanded-as-patient-count-increases-in-salmonella-outbreak/
[7] https://trib.al/qgLMCWw
[6] https://www.ecowatch.com/ground-turkey-recall-2631722946.html
[6] https://www.fsis.usda.gov/wps/portal/fsis/topics/recalls-and-public-health-alerts/recall-case-archive/archive/2019/recall-030-2019-release
[6] https://www.consumerreports.org/food-safety/pillsbury-flour-recalled-for-possible-salmonella-contamination/

Top URLs in Tweet in G2:
[3] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[2] 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/i/web/status/1106657521136226304

Top URLs in Tweet in G3:
[13] http://www.cooperativa.cl/noticias/pais/salud/region-metropolitana-registra-60-brotes-de-salmonella-solo-este-ano/2019-03-19/082614.html
[6] https://www.pscp.tv/w/b1-uiTFEWkVvb25EV01FYXl8MUJkeFlPeXdMTWdHWOg201hiA7uMdhqbefG4Cs-tVKAXLqJi22vIZA9FQ-Yr
[6] https://www.cooperativa.cl/noticias/pais/salud/detectan-20-casos-de-salmonella-en-colegio-de-la-dehesa/2019-03-18/123221.html
[6] http://www.t13.cl/en-vivo/?t=1552954608
[6] http://www.t13.cl/280887
[5] http://www.t13.cl/292229
[5] http://www.adnradio.cl/noticias/nacional/veinte-ninos-resultaron-intoxicados-con-salmonella-en-colegio-de-la-dehesa/20190318/nota/3878604.aspx
[4] https://www.chvnoticias.cl/trending/cierran-casino-craighouse-school-la-dehesa-salmonella_20190318/
[4] https://www.ahoranoticias.cl/noticias/nacional/254410-intoxicacion-salmonella-colegio-craighouse-lo-barnechea.html
[4] https://www.emol.com/noticias/Nacional/2019/03/18/941481/Brote-de-salmonella-en-el-colegio-Craighouse.html

Top URLs in Tweet in G4:
[1] https://www.nature.com/articles/doi:10.1038/s41564-019-0403-z.epdf?shared_access_token=xXlbDZg9obyDd0dK0MgpZdRgN0jAjWel9jnR3ZoTv0OVTSI9Bxipa8q9p6e0MFUryfIIwlW3U6DidB6sDDrOOIWzSs2KwvC5Ra6vuXzouVnIHt2kDZUxjiizPc9oEUQEVH7aPNSjTzRS5tIONquwsA%3D%3D
[1] https://www.pnas.org/content/early/2019/03/11/1901051116.short

Top URLs in Tweet in G5:
[95] https://www.cbsnews.com/news/butterball-turkey-salmonella-recall-food-lion/
[2] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=CNM-00-10aab7e&linkId=64653539
[1] https://www.cbsnews.com/amp/news/butterball-turkey-salmonella-recall-food-lion/?__twitter_impression=true

Top URLs in Tweet in G6:
[2] https://go.usa.gov/xEHN7
[2] https://nbc25news.com/news/nation-world/butterball-recalls-more-than-78000-pounds-of-ground-turkey-due-to-salmonella-concerns
[1] https://twitter.com/i/web/status/1108485052571283457
[1] https://www.cmmonline.com/news/salmonella-scare-prompts-turkey-recall?utm_source=cmm&utm_medium=social&utm_campaign=CMM_Daily031819&utm_content=Turkey-Recall
[1] https://www.cdc.gov/salmonella/Schwarzengrund-03-19/index.html
[1] http://dfw.cbslocal.com/?p=833709
[1] https://www.cdc.gov/salmonella/schwarzengrund-03-19/index.html
[1] https://myfox28columbus.com/news/nation-world/butterball-recalls-more-than-78000-pounds-of-ground-turkey-due-to-salmonella-concerns
[1] https://twitter.com/i/web/status/1106700705593585664

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1108498556900528128
[1] https://www.cdc.gov/features/salmonella-food/index.html
[1] https://ecdc.europa.eu/en/news-events/epidemiological-update-multi-country-outbreak-salmonella-enteritidis-infections-linked
[1] https://www.cdc.gov/salmonella/index.html
[1] https://twitter.com/i/web/status/1108142553461915648

Top URLs in Tweet in G8:
[1] https://twitter.com/salon/status/1107086971992715264
[1] https://twitter.com/Salon/status/1107086971992715264

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1106802587485896705

Top URLs in Tweet in G10:
[10] https://www.efsa.europa.eu/en/press/news/190312
[3] https://www.food.gov.uk/news-alerts/alert/fsa-prin-08-2019
[3] https://www.wcpo.com/news/national/butterball-recalls-more-than-78k-pounds-of-ground-turkey-due-to-possible-salmonella-contamination
[2] https://www.fsis.usda.gov/wps/portal/fsis/topics/recalls-and-public-health-alerts/recall-case-archive/archive/2019/recall-030-2019-release
[2] https://www.issa.com/news/news-details/all/salmonella-scare-sparks-turkey-recall/
[1] https://www.foodsafetynews.com/2019/03/snack-mix-recall-expanded-as-patient-count-increases-in-salmonella-outbreak/
[1] https://twitter.com/i/web/status/1105868871108419584
[1] https://twitter.com/i/web/status/1106584963720183808
[1] https://www.foodsafetynews.com/2019/03/wgs-discovers-salmonella-chester-outbreak-linked-to-vacation-destination/
[1] https://twitter.com/i/web/status/1108405539401162753

Top Domains
Top Domains in Tweet in Entire Graph:
[553] twitter.com
[139] cbsnews.com
[94] patch.com
[47] trib.al
[43] cooperativa.cl
[23] com.au
[23] foodsafetynews.com
[23] cnn.com
[20] consumerreports.org
[20] gov.uk

Top Domains in Tweet in G1:
[253] twitter.com
[85] patch.com
[31] trib.al
[30] cbsnews.com
[16] foodsafetynews.com
[14] cooperativa.cl
[13] com.au
[11] consumerreports.org
[10] medicinenet.com
[10] einnews.com

Top Domains in Tweet in G2:
[5] theguardian.com
[1] twitter.com

Top Domains in Tweet in G3:
[24] cooperativa.cl
[17] t13.cl
[9] ahoranoticias.cl
[6] twitter.com
[6] pscp.tv
[5] adnradio.cl
[4] chvnoticias.cl
[4] emol.com
[3] biobiochile.cl
[3] publimetro.cl

Top Domains in Tweet in G4:
[1] nature.com
[1] pnas.org

Top Domains in Tweet in G5:
[98] cbsnews.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] usa.gov
[2] cdc.gov
[2] nbc25news.com
[1] cmmonline.com
[1] cbslocal.com
[1] myfox28columbus.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] cdc.gov
[1] europa.eu

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Domains in Tweet in G10:
[11] europa.eu
[5] twitter.com
[3] gov.uk
[3] wcpo.com
[2] foodsafetynews.com
[2] usda.gov
[2] issa.com
[1] gdnonline.com
[1] consumerreports.org
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[158] salmonella
[49] mnemonicmonday
[29] onehealthkipm
[25] cooperativaconversa
[23] recall
[18] foodsafety
[16] brexit
[15] foodalert
[10] poultrycinema
[10] eggs



Top Hashtags in Tweet in G1:
[36] salmonella
[6] recall
[5] health
[4] foodrecall
[4] elko
[4] food
[4] nevada
[4] speedweed
[4] foodsafety
[4] poultrycinema

Top Hashtags in Tweet in G2:
[5] american
[5] eu
[1] ridge
[1] brexit
[1] sentientbeings
[1] animalwelfare
[1] revokearticle50

Top Hashtags in Tweet in G3:
[25] cooperativaconversa
[7] somoscooperativa
[7] salmonella
[7] t13central
[6] t13tarde
[5] ahora
[4] ahoranoticias
[4] emol
[1] rmdetodos
[1] crainhouse

Top Hashtags in Tweet in G4:
[1] phage

Top Hashtags in Tweet in G6:
[3] salmonella
[1] cmmdaily
[1] healthandsafety

Top Hashtags in Tweet in G7:
[3] projectfear
[1] justsaying

Top Hashtags in Tweet in G10:
[10] foodsafety
[4] salmonella
[3] coconut
[3] eurosurveillance
[3] greece
[3] norway
[2] bamagruppenas
[2] camembertdenormandie
[2] cheese
[2] ecolio157h7

Top Words
Top Words in Tweet in Entire Graph:
[1017] Words in Sentiment List#1: Positive
[2274] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[86699] Non-categorized Words
[89990] Total Words
[3624] salmonella
[1035] eat
[854] health
[840] turkey
[836] washed

Top Words in Tweet in G1:
[1171] salmonella
[333] turkey
[246] ground
[218] butterball
[186] outbreak
[176] recalled
[154] recall
[100] recalls
[95] over
[76] food

Top Words in Tweet in G2:
[802] chlorinated
[800] health
[800] reasons
[800] eat
[800] chickens
[800] washed
[800] water
[800] liam
[800] fox
[800] nov

Top Words in Tweet in G3:
[190] salmonella
[170] colegio
[73] craighouse
[72] seremi
[72] salud
[71] brote
[63] cooperativa
[60] dehesa
[48] seremisaludrm
[47] uno

Top Words in Tweet in G4:
[92] wang
[92] tu
[92] et
[92] cyro
[92] electron
[92] tomography
[92] characterizes
[92] structural
[92] changes
[92] involved

Top Words in Tweet in G5:
[97] recalled
[97] salmonella
[95] food
[95] banks
[95] butterball
[95] turkey
[95] outbreak
[94] cbsnews
[2] consumer
[2] warning

Top Words in Tweet in G6:
[95] ground
[95] turkey
[94] butterball
[92] salmonella
[85] cdcgov
[85] brand
[84] products
[83] outbreak
[83] eat
[83] recalled

Top Words in Tweet in G7:
[11] salmonella
[10] food
[7] jtillx
[7] jamescoe07
[7] iangianni
[7] davidmetroland
[7] brianbloop
[7] mindedmusically
[7] jeremythomas212
[7] jacob_rees_mogg

Top Words in Tweet in G8:
[60] salmonella
[43] listeria
[43] e
[43] coli
[43] campylobacter
[42] fan
[42] cryptosporidium
[42] perhaps
[41] alastairmca30
[41] t

Top Words in Tweet in G9:
[5] realdonaldtrump
[3] salmonella

Top Words in Tweet in G10:
[68] salmonella
[35] turkey
[28] recalled
[26] formula
[26] qubfoodprof
[26] 39
[26] tons
[26] cases
[26] maybe
[26] enough

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[806] washed,chlorinated
[806] chlorinated,water
[805] health,reasons
[805] reasons,eat
[805] eat,chickens
[805] chickens,washed
[805] water,liam
[805] liam,fox
[805] fox,nov
[804] woodgnomology,health

Top Word Pairs in Tweet in G1:
[246] ground,turkey
[159] salmonella,outbreak
[89] turkey,recalled
[71] over,salmonella
[68] butterball,recalls
[58] recalled,salmonella
[58] salmonella,concerns
[54] outbreak,leads
[54] leads,recall
[54] recall,ground

Top Word Pairs in Tweet in G2:
[800] health,reasons
[800] reasons,eat
[800] eat,chickens
[800] chickens,washed
[800] washed,chlorinated
[800] chlorinated,water
[800] water,liam
[800] liam,fox
[800] fox,nov
[799] woodgnomology,health

Top Word Pairs in Tweet in G3:
[72] colegio,craighouse
[69] seremi,salud
[65] brote,salmonella
[41] uno,casinos
[40] salud,oyarcerosa
[40] funcionamiento,uno
[40] casinos,colegio
[35] oyarcerosa,prohíbe
[35] prohíbe,funcionamiento
[35] craighouse,brote

Top Word Pairs in Tweet in G4:
[92] wang,tu
[92] tu,et
[92] et,cyro
[92] cyro,electron
[92] electron,tomography
[92] tomography,characterizes
[92] characterizes,structural
[92] structural,changes
[92] changes,involved
[92] involved,trans

Top Word Pairs in Tweet in G5:
[95] food,banks
[95] banks,butterball
[95] butterball,turkey
[95] turkey,recalled
[95] recalled,salmonella
[95] salmonella,outbreak
[93] cbsnews,food
[2] consumer,warning
[2] warning,pillsbury
[2] pillsbury,flour

Top Word Pairs in Tweet in G6:
[95] ground,turkey
[85] butterball,brand
[85] brand,ground
[84] turkey,products
[83] eat,recalled
[83] recalled,butterball
[83] products,labeled
[79] 3,states
[78] outbreak,6
[78] 6,people

Top Word Pairs in Tweet in G7:
[7] davidmetroland,brianbloop
[7] brianbloop,mindedmusically
[7] mindedmusically,jeremythomas212
[6] jtillx,jamescoe07
[6] jamescoe07,iangianni
[6] iangianni,davidmetroland
[6] jeremythomas212,twvasi
[6] twvasi,mattgeesymonds
[6] mattgeesymonds,veuvek
[6] veuvek,jon_mumford1982

Top Word Pairs in Tweet in G8:
[43] e,coli
[42] fan,listeria
[42] listeria,salmonella
[42] salmonella,e
[42] coli,campylobacter
[42] campylobacter,cryptosporidium
[42] cryptosporidium,perhaps
[41] alastairmca30,fan
[41] perhaps,t
[16] well,yeah

Top Word Pairs in Tweet in G10:
[28] turkey,recalled
[26] 39,tons
[26] tons,turkey
[26] recalled,salmonella
[26] salmonella,cases
[26] cases,maybe
[26] maybe,enough
[26] enough,chlorine
[26] chlorine,used
[26] used,wash

Top Replied-To
Top Replied-To in Entire Graph:
@tayloralesia
@cmcskrrr
@ibyt4
@shadowtodd
@thisisinsider
@salmonella_1
@ilashmami
@aymanzl
@benshapiro
@salmonella_7

Top Replied-To in G2:
@begbiewhaack

Top Replied-To in G3:
@sandra_vetchile
@seremisaludrm
@t13

Top Replied-To in G6:
@cdcgov

Top Replied-To in G7:
@ibyt4
@nickstevenson63
@jbuckby88
@erythrea2013
@chapsuffolk
@robb31141567

Top Replied-To in G8:
@pileofgoop

Top Replied-To in G9:
@itridpm
@realdonaldtrump
@hughjor67496599
@whitfordbradley

Top Replied-To in G10:
@qubfoodprof

Top Mentioned
Top Mentioned in Entire Graph:
@woodgnomology
@cbsnews
@naturemicrobiol
@cdcgov
@cooperativa
@webmd
@bkipmbaubau
@junius_64
@coatesmeded
@seremisaludrm

Top Mentioned in G1:
@earneasymoney4
@w3livenews
@veterinary_bio
@squigly1971
@lovephoebecates
@c_coolidge
@bobsseeds
@skinnergj
@cillmhuire57

Top Mentioned in G2:
@woodgnomology
@stevemccvet
@numbernullity
@isobel_waby

Top Mentioned in G3:
@cooperativa
@seremisaludrm
@oyarcerosa
@matiaspalacios
@ahoranoticiasan
@t13
@marianoirc
@gonzalo76
@cnnchile
@katona_rojas

Top Mentioned in G4:
@naturemicrobiol
@schustercf

Top Mentioned in G5:
@cbsnews
@woodgnomology

Top Mentioned in G6:
@cdcgov
@butterball
@nbc25fox66
@webmd

Top Mentioned in G7:
@jtillx
@jamescoe07
@iangianni
@davidmetroland
@brianbloop
@mindedmusically
@jeremythomas212
@jacob_rees_mogg
@femi_sorry
@twvasi

Top Mentioned in G8:
@alastairmca30
@pileofgoop
@_captainscience

Top Mentioned in G9:
@realdonaldtrump
@sarahgould_sa
@jayvalenz67
@hey_butter
@valkyrry
@poppij
@andrerucker51
@gualcojodie
@landscaperstev1
@fishersusa

Top Mentioned in G10:
@qubfoodprof
@1stepsnutrition
@foodsafetyweek
@foodsafetynews
@wcpo
@savanneltd
@grace_yek
@blackwell_legal
@cleandropmobile

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@tesco
@thebookofginko
@barntiques859
@rashidaldosari
@environmentguru
@dichristine
@ntkrnow
@british_airways
@publimetrochile

Top Tweeters in G1:
@occuworld
@ntkrnow
@thenewsglobe
@mixfm_now
@skinnergj
@topinfochile
@hillbillygossip
@politicalhedge
@schestowitz
@pops131

Top Tweeters in G2:
@roblwilson
@allchanges
@roadwarrior29
@sandradunn1955
@mckinlay_liz
@ticgran
@suegray834
@spsot
@greegreece
@dementedbonxie

Top Tweeters in G3:
@publimetrochile
@cooperativa
@biobio
@ginniasa
@emol
@t13
@ahoranoticiasan
@fernand55916148
@dixit_io
@catalina_valpo

Top Tweeters in G4:
@misshiruma
@youngchris27040
@max_le_pedago
@arielblocker
@surt_lab
@drpattijones
@profphoebe
@lapaulanomas
@cjblondel
@gringene_bio

Top Tweeters in G5:
@susan_bell1212
@alllwftopic
@hugofeijo
@begiiigiles
@aclaysuper
@mel_storni
@unojen_wood
@adekleine
@omi_082
@cbsnews

Top Tweeters in G6:
@b1e56df9ce6549f
@planetscape
@buffytvssummers
@fox28columbus
@monitor_ph
@craykain
@kyushokujp
@obsessivelyme
@pamelakarnbach
@gnobreakthrough

Top Tweeters in G7:
@jon_mumford1982
@nickstevenson63
@doggywoggydooda
@eyeedinburgh
@markinnorthwest
@faisalislam
@3112mel
@itsafrogslife
@david_vaporium
@mindedmusically

Top Tweeters in G8:
@lizditz
@katebevan
@marxculture
@frozenwarning
@mckaytracey
@dulcimer1978
@time2coach
@darthskeptic
@joltdude
@apuntohernandez

Top Tweeters in G9:
@co_rapunzel4
@zulaqi
@mooncatadams
@andrerucker51
@knowledge2seek
@machonejack
@agavecorn
@joyannreid
@delgeo1
@fishersusa

Top Tweeters in G10:
@cleandropmobile
@wcpo
@themanorhousebb
@oldfashrecipes
@haggewoods
@kenn_qbe
@countryskills
@lizmayessex
@helengrayibclc
@lfvelezphd


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