salmonella, Twitter, 3/14/2019 2:25:09 PM, 190366


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salmonella_2019-03-14_06-51-16.xlsx
salmonella_2019-03-14_06-51-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2F10ArO
@luisfcocabezas
@cnn
@cbsnews
@usdafoodsafety
@nbcnews
@jodyjpedersen1
@nytimes
@rainymyth
@foodsafetynews
@usatoday

Top hashtags:
#salmonella
#recallalert
#recall
#foodsafety
#news
#pillsbury
#breaking
#smartnews
#flour

Description:
Description
The graph represents a network of 5,125 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, 14 March 2019 at 13:52 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 2-day, 7-hour, 50-minute period from Monday, 11 March 2019 at 16:00 UTC to Wednesday, 13 March 2019 at 23:50 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 : 5125
Unique Edges : 5006
Edges With Duplicates : 614
Total Edges : 5620
Number of Edge Types : 3
Mentions : 3385
Replies to : 373
Tweet : 1862
Self-Loops : 1862
Reciprocated Vertex Pair Ratio : 0.0133444537114262
Reciprocated Edge Ratio : 0.0263374485596708
Connected Components : 1801
Single-Vertex Connected Components : 1246
Maximum Vertices in a Connected Component : 757
Maximum Edges in a Connected Component : 948
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.103081
Graph Density : 0.00013880162220826
Modularity : 0.747865
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[87] https://newsbreakinglive.com/2019/03/12/more-than-12000-cases-of-pillsbury-flour-recalled-over-salmonella-concerns/
[82] https://trib.al/uiN390r
[75] http://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=COS-05-10aaa0g&utm_campaign=trueAnthem:+Trending+Content&utm_content=5c8724ed3ed3f00001b2dfdf&utm_medium=trueAnthem&utm_source=twitter
[75] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html?partner=IFTTT
[70] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=CNM-00-10aab7e&linkId=64653539
[64] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/
[59] https://www.usatoday.com/story/money/2019/03/11/pillsbury-flour-recall-salmonella-risk-publix-winn-dixie/3134302002/
[57] https://miamidiario.com/retiran-lote-de-harina-de-trigo-por-posible-contaminacion-con-salmonella/
[49] https://www.consumerreports.org/food-safety/pillsbury-flour-recalled-for-possible-salmonella-contamination/
[48] https://www.cnn.com/2019/03/11/health/salmonella-flour-recall/index.html

Top URLs in Tweet in G1:
[73] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html?partner=IFTTT
[46] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/
[35] https://www.cnn.com/2019/03/11/health/salmonella-flour-recall/index.html
[32] https://www.consumerreports.org/food-safety/pillsbury-flour-recalled-for-possible-salmonella-contamination/
[28] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html?partner=rss&emc=rss
[18] https://www.webmd.com/food-recipes/food-poisoning/news/20190311/pillsbury-flour-recalled-over-salmonella-fears?src=RSS_PUBLIC&utm_source=dlvr.it&utm_medium=twitter
[15] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=CNM-00-10aab6a&linkId=64653328
[12] https://www.usatoday.com/story/money/2019/03/11/pillsbury-flour-recall-salmonella-risk-publix-winn-dixie/3134302002/
[11] https://www.webmd.com/food-recipes/food-poisoning/news/20190311/pillsbury-flour-recalled-over-salmonella-fears?src=RSS_PUBLIC
[11] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1105164604433403905

Top URLs in Tweet in G4:
[69] http://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=COS-05-10aaa0g&utm_campaign=trueAnthem:+Trending+Content&utm_content=5c8724ed3ed3f00001b2dfdf&utm_medium=trueAnthem&utm_source=twitter
[69] https://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=CNM-00-10aab7e&linkId=64653539
[6] https://abc7chicago.com/food/more-than-12000-cases-of-pillsbury-flour-recalled-over-salmonella-concerns/5186074/
[1] https://twitter.com/i/web/status/1105489215138250759
[1] https://siouxlandnews.com/news/nation-world/pillsbury-flour-recall-announced-due-to-salmonella-concerns
[1] https://www.cbsnews.com/amp/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?__twitter_impression=true
[1] https://twitter.com/i/web/status/1105190711434067974

Top URLs in Tweet in G5:
[36] https://www.usatoday.com/story/money/2019/03/11/pillsbury-flour-recall-salmonella-risk-publix-winn-dixie/3134302002/
[10] http://fox8.com/2019/03/12/more-than-12000-cases-of-pillsbury-flour-recalled-over-salmonella-concerns/
[2] https://www.nbcnews.com/health/health-news/pillsbury-flour-sold-winn-dixie-publix-recalled-salmonella-fears-n981906
[1] https://www.consumerreports.org/food-safety/pillsbury-flour-recalled-for-possible-salmonella-contamination/
[1] https://twitter.com/i/web/status/1105290677296877568
[1] https://twitter.com/i/web/status/1105695485980041216
[1] https://nbcnews.trib.al/1igq0X1
[1] https://www.nbcnews.com/health/health-news/turtle-take-back-program-aims-curb-salmonella-risk-flna1C6648754
[1] https://trib.al/uiN390r
[1] https://people.com/food/pillsbury-flour-recall-salmonella/?xid=socialflow_twitter_peoplemag&utm_source=twitter.com&utm_campaign=peoplemagazine&utm_medium=social

Top URLs in Tweet in G6:
[74] https://trib.al/uiN390r
[13] http://www.cnn.com/2019/03/11/health/salmonella-flour-recall/index.html
[10] https://newschannel9.com/news/nation-world/pillsbury-flour-recall-announced-due-to-salmonella-concerns
[3] https://trib.al/dl1JkT9
[3] https://www.cbs46.com/more-than-cases-of-pillsbury-flour-recalled-due-to-salmonella/article_d223bc0c-29d8-5544-8944-22cdda40d09f.html
[2] http://www.cbsnews.com/news/pillsbury-flour-recalled-due-to-salmonella-fears-2019-03-11/?ftag=COS-05-10aaa0g&utm_campaign=trueAnthem:+Trending+Content&utm_content=5c8724ed3ed3f00001b2dfdf&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.cnn.com/2019/03/11/health/salmonella-flour-recall/index.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nbcnews.com/health/health-news/general-mills-gold-medal-unbleached-flour-recalled-over-salmonella-fears-n962301
[1] https://www.clickondetroit.com/health/12000-cases-of-pillsbury-flour-recalled-over-salmonella-concerns
[1] https://twitter.com/i/web/status/1105364564739309568

Top URLs in Tweet in G7:
[17] https://thehill.com/blogs/blog-briefing-room/news/433745-pillsbury-flour-recalled-over-possible-salmonella-contamination
[17] http://www.fox5dc.com/money/consumer/publix-winn-dixie-recalls-pillsbury-flour-due-to-salmonella-concern
[3] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html
[1] https://trib.al/ObnqP97
[1] https://www.nytimes.com/2019/03/12/health/pillsbury-flour-recall.html?partner=IFTTT

Top URLs in Tweet in G8:
[10] https://www.ecowatch.com/pillsbury-flour-recall-salmonella-2631377462.html
[3] https://triblive.com/features/food-drink/pillsbury-unbleached-flour-voluntarily-recalled-for-salmonella-concerns/
[2] https://www.cnn.com/2019/03/11/health/salmonella-flour-recall/index.html
[1] https://qz.com/1571245/pillsbury-flour-recall-how-salmonella-gets-into-dry-food/
[1] http://tweetedtimes.com/topic/Aurametrix/food-fitness?s=tnp
[1] https://www.foodsafetynews.com/2019/03/grocers-say-pillsbury-flour-has-been-recalled-because-of-salmonella-risk/
[1] https://triblive.com/features/food-drink/pillsbury-unbleached-flour-voluntarily-recalled-for-salmonella-concerns/#sthash.opPNIxXO.uxfs
[1] https://www.today.com/health/pillsbury-flour-recalled-due-salmonella-concerns-t150237
[1] https://www.facebook.com/100000026281828/posts/2387184044625782/
[1] https://twitter.com/i/web/status/1105236798383579137

Top URLs in Tweet in G9:
[87] https://newsbreakinglive.com/2019/03/12/more-than-12000-cases-of-pillsbury-flour-recalled-over-salmonella-concerns/
[1] https://www.usatoday.com/story/money/2019/03/11/pillsbury-flour-recall-salmonella-risk-publix-winn-dixie/3134302002/

Top URLs in Tweet in G10:
[2] https://www.efsa.europa.eu/en/press/news/190312
[1] http://www.santepubliquefrance.fr/Sante-publique-France/L-article-du-mois/2019/Investigation-d-une-epidemie-nationale-de-Salmonella-Dublin-associee-a-une-consommation-de-fromages-au-lait-cru-France-2015-a-2016?platform=hootsuite
[1] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2019.24.3.1700703?platform=hootsuite
[1] https://www.efsa.europa.eu/en/press/news/190312?platform=hootsuite
[1] https://twitter.com/i/web/status/1105450398352134145
[1] https://www.northyorks.gov.uk/news/article/stay-safe-farm-visits
[1] https://www.michigan.gov/som/0,4669,7-192-29701_74909_74922-491722--,00.html
[1] https://www.sciencedirect.com/science/article/pii/S0168160518307785
[1] https://www.foodsafetynews.com/2019/03/e-coli-and-salmonella-behind-french-cheese-recalls/?platform=hootsuite
[1] https://www.foodsafetynews.com/2019/03/efsa-and-ecdc-assess-salmonella-outbreak-from-infant-formula/?platform=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[366] twitter.com
[251] cbsnews.com
[143] trib.al
[141] nytimes.com
[87] newsbreakinglive.com
[85] cnn.com
[65] iheart.com
[64] usatoday.com
[60] miamidiario.com
[50] consumerreports.org

Top Domains in Tweet in G1:
[189] twitter.com
[128] nytimes.com
[82] cbsnews.com
[56] iheart.com
[51] cnn.com
[34] webmd.com
[33] consumerreports.org
[28] foodsafetynews.com
[21] trib.al
[17] usatoday.com

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

Top Domains in Tweet in G4:
[139] cbsnews.com
[6] abc7chicago.com
[2] twitter.com
[1] siouxlandnews.com

Top Domains in Tweet in G5:
[36] usatoday.com
[10] fox8.com
[5] nbcnews.com
[3] trib.al
[2] twitter.com
[1] consumerreports.org
[1] people.com
[1] nbcbayarea.com

Top Domains in Tweet in G6:
[77] trib.al
[15] cnn.com
[10] newschannel9.com
[3] cbs46.com
[2] cbsnews.com
[2] twitter.com
[1] nbcnews.com
[1] clickondetroit.com

Top Domains in Tweet in G7:
[17] thehill.com
[17] fox5dc.com
[4] nytimes.com
[1] trib.al

Top Domains in Tweet in G8:
[10] ecowatch.com
[4] triblive.com
[2] cnn.com
[1] qz.com
[1] tweetedtimes.com
[1] foodsafetynews.com
[1] today.com
[1] facebook.com
[1] twitter.com
[1] cbsnews.com

Top Domains in Tweet in G9:
[87] newsbreakinglive.com
[1] usatoday.com

Top Domains in Tweet in G10:
[7] twitter.com
[5] europa.eu
[4] foodsafetynews.com
[1] santepubliquefrance.fr
[1] eurosurveillance.org
[1] gov.uk
[1] michigan.gov
[1] sciencedirect.com
[1] typepad.com
[1] foodsafetymagazine.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[133] salmonella
[88] recallalert
[85] recall
[35] foodsafety
[32] news
[26] pillsbury
[25] breaking
[24] smartnews
[19] flour
[19] 0.5



Top Hashtags in Tweet in G1:
[25] recall
[23] salmonella
[21] smartnews
[14] health
[13] recallalert
[12] pillsbury
[12] foodsafety
[6] flour
[5] news
[5] food

Top Hashtags in Tweet in G4:
[1] health

Top Hashtags in Tweet in G5:
[1] recalls
[1] recallalert

Top Hashtags in Tweet in G6:
[3] flourrecall
[3] pillsbury
[2] health
[1] truenewsdinforma

Top Hashtags in Tweet in G8:
[61] recallalert
[8] salmonella
[1] microbiology

Top Hashtags in Tweet in G10:
[47] salmonella
[14] infantformula
[13] france
[13] belgium
[13] luxembourg
[10] foodsafety
[3] brynwoodpartneys
[3] flourrecall
[3] bamagruppenas
[3] driedfruitmix

Top Words
Top Words in Tweet in Entire Graph:
[516] Words in Sentiment List#1: Positive
[2619] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[80590] Non-categorized Words
[83725] Total Words
[3619] salmonella
[2640] flour
[2435] pillsbury
[1809] recalled
[1405] pollo

Top Words in Tweet in G1:
[1189] salmonella
[950] flour
[868] pillsbury
[677] recalled
[516] over
[329] 000
[316] cases
[264] recall
[224] 12
[217] due

Top Words in Tweet in G2:
[1386] pollo
[693] luisfcocabezas
[693] recomendación
[693] compren
[693] estos
[693] días
[693] crudo
[693] frágil
[693] cuando
[693] pierde

Top Words in Tweet in G3:
[365] give
[183] salmonella
[183] salmon
[182] catturd2
[182] chicken
[182] t
[182] chickenella

Top Words in Tweet in G4:
[164] pillsbury
[159] flour
[151] salmonella
[145] recalled
[139] due
[138] fears
[137] cbsnews
[68] consumer
[68] warning
[15] recall

Top Words in Tweet in G5:
[107] pillsbury
[106] flour
[89] company
[88] food
[69] nbcnews
[69] unbleached
[69] purpose
[51] more
[51] 12
[51] 000

Top Words in Tweet in G6:
[112] pillsbury
[111] salmonella
[110] flour
[104] concerns
[99] recalled
[95] more
[95] 12
[95] 000
[95] cases
[94] over

Top Words in Tweet in G7:
[169] flour
[96] pillsbury
[96] recalled
[60] nytimes
[60] cases
[57] producers
[57] voluntarily
[57] 12
[57] 245
[57] random

Top Words in Tweet in G8:
[78] flour
[74] pillsbury
[71] usdafoodsafety
[67] recall
[62] food
[61] recallalert
[61] hometown
[61] company
[61] announces
[61] voluntary

Top Words in Tweet in G9:
[174] more
[88] pillsbury
[87] 12
[87] 000
[87] cases
[87] flour
[87] recalled
[87] over
[87] salmonella
[87] concerns

Top Words in Tweet in G10:
[65] salmonella
[42] outbreak
[35] poona
[24] ecdc_eu
[23] efsa_eu
[22] based
[21] common
[20] source
[20] rice
[16] multi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1810] pillsbury,flour
[1108] flour,recalled
[850] over,salmonella
[839] recalled,over
[701] estos,días
[700] compren,pollo
[700] pollo,estos
[700] días,pollo
[700] pollo,crudo
[700] crudo,frágil

Top Word Pairs in Tweet in G1:
[734] pillsbury,flour
[439] recalled,over
[436] over,salmonella
[411] flour,recalled
[212] 12,000
[205] 000,cases
[196] salmonella,concerns
[187] salmonella,trace
[173] cases,pillsbury
[169] salmonella,fears

Top Word Pairs in Tweet in G2:
[693] recomendación,compren
[693] compren,pollo
[693] pollo,estos
[693] estos,días
[693] días,pollo
[693] pollo,crudo
[693] crudo,frágil
[693] frágil,cuando
[693] cuando,pierde
[693] pierde,cadena

Top Word Pairs in Tweet in G3:
[183] give,salmonella
[182] chicken,give
[182] salmonella,salmon
[182] salmon,t
[182] t,give
[182] give,chickenella
[181] catturd2,chicken

Top Word Pairs in Tweet in G4:
[144] pillsbury,flour
[144] flour,recalled
[139] due,salmonella
[138] recalled,due
[138] salmonella,fears
[68] cbsnews,pillsbury
[68] consumer,warning
[68] warning,pillsbury
[67] cbsnews,consumer
[9] pillsbury,parent

Top Word Pairs in Tweet in G5:
[88] food,company
[69] pillsbury,unbleached
[69] unbleached,purpose
[69] purpose,flour
[51] more,12
[51] 12,000
[51] 000,cases
[51] cases,pillsbury
[49] hometown,food
[40] company,voluntarily

Top Word Pairs in Tweet in G6:
[109] pillsbury,flour
[104] salmonella,concerns
[95] more,12
[95] 12,000
[95] 000,cases
[95] cases,pillsbury
[94] recalled,over
[94] over,salmonella
[75] cnn,more
[74] flour,being

Top Word Pairs in Tweet in G7:
[95] pillsbury,flour
[57] producers,pillsbury
[57] flour,voluntarily
[57] voluntarily,recalled
[57] recalled,12
[57] 12,245
[57] 245,cases
[57] cases,flour
[57] flour,random
[57] random,inspection

Top Word Pairs in Tweet in G8:
[61] recallalert,hometown
[61] hometown,food
[61] food,company
[61] company,announces
[61] announces,voluntary
[61] voluntary,recall
[61] recall,select
[61] select,pillsbury
[61] pillsbury,unbleached
[61] unbleached,purpose

Top Word Pairs in Tweet in G9:
[87] more,12
[87] 12,000
[87] 000,cases
[87] cases,pillsbury
[87] pillsbury,flour
[87] flour,recalled
[87] recalled,over
[87] over,salmonella
[87] salmonella,concerns
[87] concerns,read

Top Word Pairs in Tweet in G10:
[35] salmonella,poona
[27] outbreak,salmonella
[20] rice,based
[16] multi,country
[15] country,outbreak
[13] poona,cases
[13] cases,affecting
[13] affecting,infants
[13] infants,young
[13] young,children

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@luisfcocabezas
@catturd2
@cbsnews
@cnn
@newsbreaking
@nbcnews
@usdafoodsafety
@nytimes
@dolartoday
@caveofbeauty

Top Mentioned in G1:
@kelesti_
@bioinformaticsb
@thomilpro
@dilei_it
@americadialogue
@gildawa42085306
@abandonpublish

Top Mentioned in G2:
@luisfcocabezas

Top Mentioned in G3:
@catturd2

Top Mentioned in G4:
@cbsnews
@cbsthismorning
@abc7chicago
@cbsnewyork

Top Mentioned in G5:
@nbcnews
@usatoday
@fox8news
@mikesnider
@usa
@madisonohio
@todayshow
@cnn
@people
@usdafoodsafety

Top Mentioned in G6:
@cnn
@cnnhealth
@newschannelnine
@cbs46
@gfunderburgnc9
@cbsnews

Top Mentioned in G7:
@nytimes
@thehill
@fox5dc
@careygillam
@nbcnews

Top Mentioned in G8:
@usdafoodsafety
@ecowatch
@ewg
@us_fda
@rosadelauro
@triblive
@cnn
@asmicrobiology
@cdfanews
@ucfoodobserver

Top Mentioned in G9:
@newsbreaking

Top Mentioned in G10:
@efsa_eu
@ecdc_eu
@timdallman
@mariechattaway
@phe_uk
@jay_salsa
@joewhitworth
@foodsafetynews
@1caiseypulford
@blancapersep

Top Tweeters
Top Tweeters in Entire Graph:
@_mrdavidjones
@barntiques859
@oldlady12345
@the_news_diva
@rashidaldosari
@stevebrookesmbe
@myalliesnews
@bdnews24
@askmenfess
@dolartoday

Top Tweeters in G1:
@_mrdavidjones
@the_news_diva
@myalliesnews
@bdnews24
@eaglestarnet
@algerie_infos
@jenkers_en
@razzletazzlemag
@foggybottomgal
@breakingnewzman

Top Tweeters in G2:
@patriayo
@verdadesdemirna
@rossanafloress
@dawzen7
@andreaxcrcx
@norkadd
@luisfcocabezas
@cereoficial
@atam1era
@ajandradea

Top Tweeters in G3:
@sharneal
@vetapologist
@jeffswarens
@rowen316
@oldsalz
@gillianbdoll
@sasky1959
@upyours555
@robertrlocklea5
@gwgillett

Top Tweeters in G4:
@oldlady12345
@stevebrookesmbe
@d_wiggs
@quicksilver2723
@reeceecup
@humbertozamorar
@vernapolitics
@chatta_girl
@psybrspcsuprstr
@real_stephanie

Top Tweeters in G5:
@joleonbusby
@real_infinity95
@diegodelunamx
@b1e56df9ce6549f
@andym6769
@tallyannae
@nbcbayarea
@usatoday
@juliawb
@thack86

Top Tweeters in G6:
@rashidaldosari
@newschannelnine
@lorettabower3
@joyfullyreviewd
@sherazkhantt
@cnn
@silvadalla9
@lynnskyi
@mf711766
@ikateufel

Top Tweeters in G7:
@thehill
@rudedogreyes
@marconavarrolor
@nytimes
@bjorkian15
@deannamc1
@fox5dc
@kissmyash_86
@nelmadman
@kingsmilesss

Top Tweeters in G8:
@recitesocial
@dalefthook
@triblive
@spennington33
@kenn_qbe
@bk_pitt
@realluwoo
@kimcdickerson
@xsuzi00
@doneladams

Top Tweeters in G9:
@ismaelismael016
@miller_gwen
@bikerbd
@eaglefeather43
@russmove
@foldfreenews
@cjsienna55
@ladyj5569
@tdzwilewski
@obsessedabroad

Top Tweeters in G10:
@zolredfox
@crof
@cjblondel
@evolvedbiofilm
@nuvolina22
@foodsafetynews
@avesa2016
@phe_uk
@nathnac
@global_reg_svcs