salmonella, Twitter, 3/21/2019 9:06:51 AM, 191146


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salmonella_2019-03-21_01-45-51.xlsx
salmonella_2019-03-21_01-45-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2Jv2W7P
@woodgnomology
@cbsnews
@brown666w
@webmd
@omi_082
@cdcgov
@donnaleusner
@jay_salsa
@schustercf
@naturemicrobiol

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

Description:
Description
The graph represents a network of 5,784 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 Thursday, 21 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, 10-hour, 58-minute period from Friday, 15 March 2019 at 13:02 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 : 5784
Unique Edges : 5339
Edges With Duplicates : 714
Total Edges : 6053
Number of Edge Types : 3
Tweet : 1786
Mentions : 3459
Replies to : 808
Self-Loops : 1786
Reciprocated Vertex Pair Ratio : 0.0153162055335968
Reciprocated Edge Ratio : 0.0301703163017032
Connected Components : 2027
Single-Vertex Connected Components : 1145
Maximum Vertices in a Connected Component : 1236
Maximum Edges in a Connected Component : 1277
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.33972
Graph Density : 0.000122874098714001
Modularity : 0.759431
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
[16] 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
[13] 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
[12] https://www.efsa.europa.eu/en/press/news/190312
[11] http://www.cooperativa.cl/noticias/pais/salud/detectan-20-casos-de-salmonella-en-colegio-de-la-dehesa/2019-03-18/123221.html
[11] https://www.emol.com/noticias/Nacional/2019/03/18/941481/Brote-de-salmonella-en-el-colegio-Craighouse.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://trib.al/txJSvYQ
[6] https://people.com/food/butterball-ground-turkey-recall-salmonella/
[6] https://www.ecowatch.com/ground-turkey-recall-2631722946.html

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:
[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
[1] https://twitter.com/i/web/status/1106547046205612032

Top URLs in Tweet in G6:
[94] 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 G7:
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190311/pillsbury-flour-recalled-over-salmonella-fears?ecd=soc_tw_190317_cons_news_pillsburyflourrecall&linkId=100000005432949
[1] https://twitter.com/i/web/status/1106540552890343426
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190314/butterball-recalls-ground-turkey-for-salmonella?ecd=soc_tw_190314_cons_news_butterballturkeyrecall&linkId=100000005420260
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190311/pillsbury-flour-recalled-over-salmonella-fears?ecd=soc_tw_190316_cons_news_pillsburyflourrecall&linkId=100000005434405
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190311/pillsbury-flour-recalled-over-salmonella-fears
[1] https://www.cbsnews.com/news/butterball-turkey-salmonella-recall-food-lion/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1106802587485896705

Top URLs in Tweet in G9:
[1] https://twitter.com/salon/status/1107086971992715264
[1] https://twitter.com/Salon/status/1107086971992715264

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1108163339769864192

Top Domains
Top Domains in Tweet in Entire Graph:
[556] twitter.com
[140] cbsnews.com
[95] patch.com
[53] trib.al
[43] cooperativa.cl
[26] people.com
[25] cnn.com
[23] foodsafetynews.com
[22] com.au
[20] europa.eu

Top Domains in Tweet in G1:
[259] twitter.com
[86] patch.com
[37] trib.al
[30] cbsnews.com
[17] foodsafetynews.com
[14] cooperativa.cl
[13] people.com
[13] com.au
[11] consumerreports.org
[10] cnn.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:
[3] 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 G6:
[97] cbsnews.com

Top Domains in Tweet in G7:
[4] webmd.com
[1] twitter.com
[1] cbsnews.com

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

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] salmonella
[49] mnemonicmonday
[29] onehealthkipm
[28] recall
[25] cooperativaconversa
[18] foodsafety
[16] brexit
[14] foodalert
[10] poultrycinema
[10] turkey



Top Hashtags in Tweet in G1:
[38] salmonella
[9] recall
[7] health
[6] foodsafety
[5] recalls
[5] food
[4] foodrecall
[4] elko
[4] nevada
[4] speedweed

Top Hashtags in Tweet in G2:
[4] american
[4] 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 G5:
[4] salmonella
[1] cmmdaily
[1] healthandsafety
[1] recall
[1] retweet

Top Words
Top Words in Tweet in Entire Graph:
[985] Words in Sentiment List#1: Positive
[2264] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[86061] Non-categorized Words
[89310] Total Words
[3637] salmonella
[1049] eat
[934] turkey
[857] health
[834] washed

Top Words in Tweet in G1:
[1186] salmonella
[372] turkey
[278] ground
[255] butterball
[188] outbreak
[180] recalled
[165] recall
[123] recalls
[100] over
[81] 000

Top Words in Tweet in G2:
[801] chlorinated
[799] woodgnomology
[799] health
[799] reasons
[799] eat
[799] chickens
[799] washed
[799] water
[799] liam
[799] fox

Top Words in Tweet in G3:
[187] salmonella
[167] colegio
[73] craighouse
[72] seremi
[72] salud
[71] brote
[60] cooperativa
[57] 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:
[101] butterball
[101] ground
[101] turkey
[92] salmonella
[91] cdcgov
[91] brand
[90] recalled
[90] products
[89] eat
[89] labeled

Top Words in Tweet in G6:
[96] recalled
[96] salmonella
[94] food
[94] banks
[94] butterball
[94] turkey
[94] outbreak
[93] cbsnews
[2] consumer
[2] warning

Top Words in Tweet in G7:
[71] webmd
[50] pillsbury
[49] grocery
[48] salmonella
[47] recall
[47] alert
[29] eat
[28] publix
[28] winn
[28] dixie

Top Words in Tweet in G8:
[6] realdonaldtrump
[4] salmonella
[3] stop
[2] t

Top Words in Tweet in G9:
[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 G10:
[5] salmonella
[2] saying
[2] fans
[2] dos

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

Top Word Pairs in Tweet in G1:
[278] ground,turkey
[159] salmonella,outbreak
[92] turkey,recalled
[88] butterball,recalls
[74] over,salmonella
[59] salmonella,concerns
[59] recalled,salmonella
[55] possible,salmonella
[54] 000,pounds
[54] outbreak,leads

Top Word Pairs in Tweet in G2:
[799] health,reasons
[799] reasons,eat
[799] eat,chickens
[799] chickens,washed
[799] washed,chlorinated
[799] chlorinated,water
[799] water,liam
[799] liam,fox
[799] fox,nov
[798] 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:
[101] ground,turkey
[91] butterball,brand
[91] brand,ground
[90] turkey,products
[89] eat,recalled
[89] recalled,butterball
[89] products,labeled
[79] 3,states
[78] outbreak,6
[78] 6,people

Top Word Pairs in Tweet in G6:
[94] food,banks
[94] banks,butterball
[94] butterball,turkey
[94] turkey,recalled
[94] recalled,salmonella
[94] salmonella,outbreak
[92] cbsnews,food
[2] consumer,warning
[2] warning,pillsbury
[2] pillsbury,flour

Top Word Pairs in Tweet in G7:
[47] recall,alert
[43] webmd,recall
[28] publix,winn
[28] winn,dixie
[28] dixie,meijer
[28] meijer,grocery
[28] grocery,stores
[28] stores,warning
[28] warning,customers
[28] customers,eat

Top Word Pairs in Tweet in G8:
[2] t,stop

Top Word Pairs in Tweet in G9:
[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 Replied-To
Top Replied-To in Entire Graph:
@tayloralesia
@cmcskrrr
@shadowtodd
@salmonella_7
@thisisinsider
@salmonella_1
@ilashmami
@aymanzl
@benshapiro
@kris_sacrebleu

Top Replied-To in G2:
@begbiewhaack

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

Top Replied-To in G5:
@cdcgov

Top Replied-To in G8:
@itridpm
@realdonaldtrump
@hughjor67496599
@whitfordbradley
@kaylee_ailish

Top Replied-To in G9:
@pileofgoop

Top Replied-To in G10:
@robbymrg
@sonnetseven
@jaykazzy
@royaldetective8
@standbyme2018

Top Mentioned
Top Mentioned in Entire Graph:
@woodgnomology
@cbsnews
@cdcgov
@naturemicrobiol
@webmd
@cooperativa
@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:
@cdcgov
@butterball
@nbc25fox66

Top Mentioned in G6:
@cbsnews
@woodgnomology

Top Mentioned in G7:
@webmd
@cbsnews
@cdcgov

Top Mentioned in G8:
@realdonaldtrump
@sarahgould_sa
@jayvalenz67
@hey_butter
@valkyrry
@poppij
@andrerucker51
@gualcojodie
@landscaperstev1
@fishersusa

Top Mentioned in G9:
@alastairmca30
@pileofgoop
@_captainscience

Top Mentioned in G10:
@ubermouth6
@zepper20
@latifeussaki
@queensussex
@veestanko
@callmetreacle
@benzie55
@springbrad1
@eleishharvey1
@oohlalarouge1

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
@adnradiochile

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

Top Tweeters in G5:
@b1e56df9ce6549f
@planetscape
@buffytvssummers
@fox28columbus
@monitor_ph
@craykain
@kyushokujp
@obsessivelyme
@pamelakarnbach
@gnobreakthrough

Top Tweeters in G6:
@susan_bell1212
@alllwftopic
@hugofeijo
@begiiigiles
@aclaysuper
@mel_storni
@unojen_wood
@adekleine
@cbsnews
@auntlulie

Top Tweeters in G7:
@janromes
@malqahtani2011
@omi_082
@ucena53
@nugslilsis
@robertrickly
@katiemaemcg9
@celestebyrne3
@strugachik
@kevinrj

Top Tweeters in G8:
@co_rapunzel4
@zulaqi
@mooncatadams
@andrerucker51
@machonejack
@knowledge2seek
@agavecorn
@joyannreid
@delgeo1
@fishersusa

Top Tweeters in G9:
@lizditz
@katebevan
@marxculture
@frozenwarning
@mckaytracey
@dulcimer1978
@time2coach
@darthskeptic
@joltdude
@apuntohernandez

Top Tweeters in G10:
@jessiebtyson
@drmom25ma
@robbymrg
@royaldetective8
@latifeussaki
@standbyme2018
@artbyskym
@queenrossi
@zepper20
@drinkthetea1


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