salmonella, Twitter, 12/6/2018 5:51:32 PM, 177640


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salmonella_2018-12-06_06-58-04.xlsx
salmonella_2018-12-06_06-58-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2018
Short Description:
salmonella via NodeXL http://bit.ly/2REI4uy
@presageanalytic
@cbcalerts
@cleandropmobile
@barfblog
@maru_nhk
@foodsafetynews
@phijimchan
@cfia_food
@fdafood
@webmd

Top hashtags:
#salmonella
#tahini
#outbreak
#foodsafety
#بكتيريا
#onehealthkipm
#cfiarecall
#cryoem

Description:
Description
The graph represents a network of 5,441 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, 06 December 2018 at 15:04 UTC.

The requested start date was Thursday, 06 December 2018 at 01:01 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 4-day, 15-hour, 0-minute period from Monday, 26 November 2018 at 19:00 UTC to Saturday, 01 December 2018 at 10:00 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 : 5441
Unique Edges : 5233
Edges With Duplicates : 911
Total Edges : 6144
Number of Edge Types : 3
Replies to : 819
Tweet : 2316
Mentions : 3009
Self-Loops : 2316
Reciprocated Vertex Pair Ratio : 0.019971870604782
Reciprocated Edge Ratio : 0.039161610590182
Connected Components : 2386
Single-Vertex Connected Components : 1518
Maximum Vertices in a Connected Component : 506
Maximum Edges in a Connected Component : 796
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.989188
Graph Density : 0.00012250397310183
Modularity : 0.7162
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] https://www.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[70] https://amp.cnn.com/cnn/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[61] http://www.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[38] https://www.cbc.ca/news/canada/new-brunswick/janes-chicken-strips-1.4890718?cmp=FB_Post_News
[30] https://abc7.com/health/salmonella-outbreak-linked-to-recalled-tahini-products-cdc/4783253/
[29] http://fw.to/GzgsNFK
[27] https://www.fda.gov/Safety/Recalls/ucm626750.htm?utm_source=dlvr.it&utm_medium=twitter
[25] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2018-11-28/eng/1543459555660/1543459556655
[25] https://www.canada.ca/en/public-health/services/public-health-notices/2018/outbreak-salmonella-infections-under-investigation.html
[21] https://www.reuters.com/article/us-france-babymilk-lactalis/lactalis-says-no-salmonella-in-baby-milk-at-second-production-line-idUSKCN1NZ249?feedType=RSS&feedName=healthNews

Top URLs in Tweet in G1:
[61] https://amp.cnn.com/cnn/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[61] https://www.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[45] http://www.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html
[38] https://www.cbc.ca/news/canada/new-brunswick/janes-chicken-strips-1.4890718?cmp=FB_Post_News
[24] https://www.canada.ca/en/public-health/services/public-health-notices/2018/outbreak-salmonella-infections-under-investigation.html
[21] https://tools.cdc.gov/podcasts/download.asp?m=316422&c=393488
[21] https://www.reuters.com/article/us-france-babymilk-lactalis/lactalis-says-no-salmonella-in-baby-milk-at-second-production-line-idUSKCN1NZ249?feedType=RSS&feedName=healthNews
[19] https://www.fda.gov/Safety/Recalls/ucm626750.htm
[18] https://www-m.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html?r=http%3A%2F%2Fm.facebook.com%2F
[17] https://www-m.cnn.com/2018/11/06/health/duncan-hines-cake-mix-recall-salmonella-bn/index.html?r=http%3A%2F%2Fm.facebook.com

Top URLs in Tweet in G2:
[13] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2018-11-28/eng/1543459555660/1543459556655
[12] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2018-11-29/eng/1543538084410/1543538086119
[4] https://healthycanadians.gc.ca/recall-alert-rappel-avis/inspection/2018/68458r-eng.php
[4] https://healthycanadians.gc.ca/recall-alert-rappel-avis/inspection/2018/68450r-eng.php
[3] http://www.inspection.gc.ca/au-sujet-de-l-acia/salle-de-nouvelles/avis-de-rappel-d-aliments/liste-complete/2018-11-28/fra/1543459555660/1543459556655
[1] http://www.inspection.gc.ca/au-sujet-de-l-acia/salle-de-nouvelles/avis-de-rappel-d-aliments/liste-complete/2018-11-29/fra/1543538084410/1543538086119
[1] https://twitter.com/i/web/status/1058765927603417091
[1] https://twitter.com/i/web/status/1067771548411600896

Top URLs in Tweet in G3:
[26] https://www.fda.gov/Safety/Recalls/ucm626750.htm?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.foodsafetynews.com/2018/11/salmonella-outbreak-tied-to-cucumbers-slowing-investigation-continues/
[7] https://www.foodsafetynews.com/2018/11/multiple-tahini-products-linked-to-salmonella-outbreak-recall-initiated/
[5] https://www.foodsafetynews.com/2018/11/taking-salmonella-seriously-will-dr-brashears-use-the-tools-at-her-disposal-to-protect-public-health/
[4] https://www.foodsafetynews.com/2018/11/more-than-2000-ill-and-nine-dead-in-australian-outbreaks/
[4] https://www.foodpoisonjournal.com/food-poisoning-information/tahini-imported-from-an-israeli-manufacturer-achdut-ltd-linked-to-us-salmonella-outbreak/
[3] https://www.foodsafetynews.com/2018/11/no-plan-for-sanctions-against-poland-as-salmonella-outbreak-linked-to-eggs-expands/
[3] https://www.foodsafetynews.com/2018/11/nearly-1500-sick-from-salmonella-in-eggs-from-poland/
[3] https://newfoodeconomy.org/jennie-o-salmonella-standards-fsis-poultry-processing-data/
[3] https://newfoodeconomy.org/jennie-o-salmonella-standards-fsis-poultry-processing-data/#.W_23JwTrT2E.twitter

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1067311820757712896
[1] https://twitter.com/i/web/status/1067793843976843264
[1] https://twitter.com/i/web/status/1067512971453235200
[1] https://twitter.com/i/web/status/1067319921372262401

Top URLs in Tweet in G6:
[18] https://abc7.com/health/salmonella-outbreak-linked-to-recalled-tahini-products-cdc/4783253/
[7] https://www.fooddive.com/news/slaughterhouses-failing-salmonella-standards-are-named-by-usda/542961/
[4] https://www.webmd.com/food-recipes/food-poisoning/news/20181128/usda-ranks-chicken-companies-salmonella-safety
[2] https://www.latimes.com/opinion/editorials/la-ed-turkey-salmonella-disclosure-20181121-story.html
[1] https://twitter.com/i/web/status/1067131595365249030
[1] https://wb.md/2r9aJfH
[1] https://twitter.com/i/web/status/1067932976883724288
[1] https://twitter.com/i/web/status/1068629187425128448
[1] https://www.fsis.usda.gov/wps/portal/fsis/topics/data-collection-and-reports/microbiology/salmonella-verification-testing-program/establishment-categories
[1] https://abc7.com/4783253/

Top URLs in Tweet in G7:
[2] https://www.fda.gov/NewsEvents/Newsroom/PressAnnouncements/ucm626738.htm
[1] https://twitter.com/i/web/status/1067587514297397248
[1] https://twitter.com/i/web/status/1067826201840910336
[1] https://twitter.com/i/web/status/1067826553034170369
[1] https://iegpolicy.agribusinessintelligence.informa.com/PL218506/Consumer
[1] group
[1] presses
[1] FSIS
[1] to
[1] call

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1068692790924726273
[1] https://twitter.com/i/web/status/1068026476476448773
[1] https://twitter.com/i/web/status/1067716774395826176
[1] https://twitter.com/i/web/status/1067451691522502656
[1] https://twitter.com/i/web/status/1067470454808633344
[1] https://twitter.com/i/web/status/1067443215937269760
[1] https://twitter.com/i/web/status/1067439756706029568
[1] https://twitter.com/i/web/status/1067428803390013441
[1] https://twitter.com/i/web/status/1067417431252103168
[1] https://twitter.com/i/web/status/1067156369151791106

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1067880384489091072

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1068279325244370944

Top Domains
Top Domains in Tweet in Entire Graph:
[948] twitter.com
[325] cnn.com
[87] foodsafetynews.com
[68] gc.ca
[65] fda.gov
[48] cbc.ca
[42] fw.to
[36] webmd.com
[32] abc7.com
[29] reuters.com

Top Domains in Tweet in G1:
[392] twitter.com
[220] cnn.com
[43] cbc.ca
[29] fda.gov
[28] canada.ca
[27] reuters.com
[25] cdc.gov
[23] foodsafetynews.com
[21] webmd.com
[15] fox5atlanta.com

Top Domains in Tweet in G2:
[37] gc.ca
[2] twitter.com

Top Domains in Tweet in G3:
[34] foodsafetynews.com
[31] twitter.com
[28] fda.gov
[6] newfoodeconomy.org
[4] foodpoisonjournal.com
[3] usa.gov
[3] wgntv.com
[3] cdc.gov
[2] blogspot.com
[2] gc.ca

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

Top Domains in Tweet in G6:
[19] abc7.com
[7] twitter.com
[7] fooddive.com
[4] webmd.com
[2] usda.gov
[2] latimes.com
[2] cspinet.org
[1] wb.md

Top Domains in Tweet in G7:
[31] twitter.com
[3] fda.gov
[2] reuters.com
[1] informa.com
[1] webmd.com

Top Domains in Tweet in G8:
[14] twitter.com
[1] foodsafetynews.com
[1] foodpoisonjournal.com
[1] youtube.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[226] salmonella
[74] tahini
[59] outbreak
[53] foodsafety
[42] بكتيريا
[39] onehealthkipm
[26] cfiarecall
[16] cryoem
[13] kratom
[13] recall



Top Hashtags in Tweet in G1:
[52] salmonella
[11] tahini
[9] ecoli
[7] foodsafety
[7] recall
[7] health
[4] recalls
[4] romainelettuce
[4] outbreak
[4] weightloss

Top Hashtags in Tweet in G2:
[25] cfiarecall
[5] rappelacia
[2] outbreak
[2] salmonella
[1] romainelettuceoutbreak
[1] cucumber

Top Hashtags in Tweet in G3:
[71] salmonella
[52] outbreak
[51] tahini
[32] foodsafety
[9] foodpoisoning
[6] canada
[5] egg
[5] ecdc
[5] poland
[5] alert

Top Hashtags in Tweet in G6:
[4] food
[3] salmonella
[3] foodsafety
[2] transparency
[1] raisingexpectations
[1] fsis
[1] bacteria
[1] poisoning

Top Hashtags in Tweet in G7:
[6] kratom
[2] salmonella
[1] foodregulation
[1] outbreak
[1] tahini
[1] keepkratomlegal
[1] kratomsaveslives
[1] iamkratom

Top Hashtags in Tweet in G8:
[1] journalism
[1] chicken
[1] salmonellaoutbreak
[1] nov_1996
[1] robertmueller
[1] mcdonald
[1] coli
[1] usmarinecorps
[1] alice

Top Words
Top Words in Tweet in Entire Graph:
[1267] Words in Sentiment List#1: Positive
[3276] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[77391] Non-categorized Words
[81934] Total Words
[4152] salmonella
[797] outbreak
[627] tahini
[527] recalled
[444] due

Top Words in Tweet in G1:
[1431] salmonella
[311] outbreak
[276] recalled
[235] due
[228] tahini
[214] cake
[168] recall
[167] mix
[164] duncan
[163] hines

Top Words in Tweet in G2:
[154] salmonella
[112] cbcalerts
[112] canada
[112] outbreak
[111] english
[110] public
[110] health
[110] agency
[110] investigating
[110] infections

Top Words in Tweet in G3:
[198] salmonella
[115] tahini
[94] outbreak
[92] achdut
[87] fda
[79] linked
[64] ltd
[57] cdcgov
[48] products
[48] investigating

Top Words in Tweet in G4:
[236] av
[236] äggen
[125] salmonella
[122] svenska
[122] nu
[119] edward_norden_
[119] på
[119] det
[118] 20
[118] inom

Top Words in Tweet in G5:
[89] ground
[89] beef
[89] e
[89] coli
[89] turkeys
[89] salmonella
[89] dick
[89] std
[89] s
[89] t

Top Words in Tweet in G6:
[57] salmonella
[31] usda
[24] chicken
[22] linked
[21] outbreak
[20] recalled
[20] tahini
[20] cdc
[19] standards
[19] abc7

Top Words in Tweet in G7:
[44] salmonella
[33] kratom
[27] fda
[27] heavy
[26] metal
[25] samples
[25] now
[24] tested
[24] first
[21] taitlog

Top Words in Tweet in G8:
[17] salmonella
[11] realdonaldtrump
[8] adamboultonsky
[7] theresa_may
[6] chicken
[5] peston
[5] chlorinated
[5] bethrigby
[4] swisskrono_jh
[4] its_johnmartin

Top Words in Tweet in G9:
[47] de2thejay
[47] salmon
[47] good
[47] salmonella
[47] expensive
[47] italian
[47] kind
[47] right
[47] cramps
[47] fade

Top Words in Tweet in G10:
[45] grantaire
[45] make
[45] cookies
[45] u
[45] shove
[45] cookie
[45] dough
[45] ur
[45] mouth
[45] enjolras

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[501] salmonella,outbreak
[392] e,coli
[329] recalled,due
[294] due,salmonella
[281] tahini,products
[249] outbreak,salmonella
[230] cake,mix
[221] duncan,hines
[202] hines,cake
[189] salmonella,infections

Top Word Pairs in Tweet in G1:
[234] salmonella,outbreak
[201] recalled,due
[189] due,salmonella
[165] cake,mix
[163] duncan,hines
[149] hines,cake
[144] mix,recalled
[85] tahini,products
[78] e,coli
[71] contaminated,salmonella

Top Word Pairs in Tweet in G2:
[110] public,health
[110] health,agency
[110] agency,canada
[110] canada,investigating
[110] investigating,outbreak
[110] outbreak,salmonella
[110] salmonella,infections
[110] infections,possibly
[110] possibly,linked
[110] linked,long

Top Word Pairs in Tweet in G3:
[64] achdut,ltd
[51] outbreak,salmonella
[48] cdcgov,investigating
[47] linked,tahini
[44] fda,cdcgov
[44] investigating,multi
[44] multi,state
[44] state,outbreak
[44] salmonella,linked
[44] tahini,produced

Top Word Pairs in Tweet in G4:
[118] 20,av
[118] av,äggen
[118] äggen,inom
[118] inom,eu
[118] eu,bär
[118] bär,på
[118] på,salmonella
[118] salmonella,0
[118] 0,av
[118] av,svenska

Top Word Pairs in Tweet in G5:
[89] ground,beef
[89] beef,e
[89] e,coli
[89] coli,turkeys
[89] turkeys,salmonella
[89] salmonella,dick
[89] dick,std
[89] std,s
[89] s,t
[89] t,eat

Top Word Pairs in Tweet in G6:
[21] salmonella,outbreak
[21] outbreak,linked
[20] linked,recalled
[20] recalled,tahini
[19] multistate,salmonella
[19] tahini,found
[19] found,hummus
[19] hummus,foods
[19] foods,cdc
[18] abc7,multistate

Top Word Pairs in Tweet in G7:
[24] heavy,metal
[21] fda,kratom
[21] kratom,first
[21] first,deadly
[21] deadly,opioid
[21] opioid,salmonella
[21] salmonella,scare
[21] scare,now
[21] now,trace
[21] trace,heavy

Top Word Pairs in Tweet in G8:
[5] bethrigby,theresa_may
[4] swisskrono_jh,its_johnmartin
[4] its_johnmartin,peston
[4] peston,dlidington
[4] dlidington,liamfox
[4] liamfox,catching
[4] catching,salmonella
[4] salmonella,easiest
[4] angrybulldog,adamboultonsky
[4] dornerk,bethrigby

Top Word Pairs in Tweet in G9:
[47] salmon,good
[47] good,salmonella
[47] salmonella,expensive
[47] expensive,italian
[47] italian,kind
[47] kind,right
[47] right,cramps
[47] cramps,fade
[46] de2thejay,salmon

Top Word Pairs in Tweet in G10:
[45] grantaire,make
[45] make,cookies
[45] cookies,u
[45] u,shove
[45] shove,cookie
[45] cookie,dough
[45] dough,ur
[45] ur,mouth
[45] mouth,enjolras
[45] enjolras,want

Top Replied-To
Top Replied-To in Entire Graph:
@blueapron
@read1000lives
@_youhadonejob1
@connerhallmark
@omicsdata
@miss_salmonella
@cammigik
@bcomptonnhl
@kylegriffin1
@salmonella_7

Top Replied-To in G2:
@bbbbcubed
@jimreaugh
@fraser_brad
@mumzerbenzoyne

Top Replied-To in G3:
@manan73
@ladyinlksd

Top Replied-To in G4:
@edward_norden_

Top Replied-To in G6:
@secretarysonny
@wholefoods
@tysonfoods
@latimes

Top Replied-To in G7:
@marischaefer
@fdamedia
@sgottliebfda
@nickpwing
@headdock
@monnielv2019
@thekratomassn
@foodchemnews
@joan_foodchem
@chrisbotanicals

Top Replied-To in G8:
@realdonaldtrump
@adamboultonsky
@brucetadickson
@arnie_booth
@barbarasparkma5
@absolutelee5
@swisskrono_jh
@ukurbanite
@vickyariches
@danielhammick

Top Replied-To in G9:
@de2thejay

Top Mentioned
Top Mentioned in Entire Graph:
@edward_norden_
@cbcalerts
@__preee
@cdcgov
@fdafood
@de2thejay
@confesslesmis
@afrahbawazeer
@ctvnews
@drwejdaan

Top Mentioned in G1:
@rogerbezanis
@mccrone13
@tiggroamigo
@antibodynews
@veterinary_bio
@cro_bio
@sfalansari

Top Mentioned in G2:
@cbcalerts
@cfia_food
@acia_aliments
@cad_recalls
@phijimchan
@govcanhealth

Top Mentioned in G3:
@cdcgov
@fdafood
@fdarecalls
@foodsafetynews
@us_fda
@bmarler
@cdc_ncezid
@samkbloch
@phijimchan
@njpoisoncenter

Top Mentioned in G4:
@edward_norden_
@ramonafransson
@mrssholm

Top Mentioned in G5:
@__preee

Top Mentioned in G6:
@abc7
@usda
@webmd
@cspi
@fooddive
@newfoodeconomy
@tysonfoods
@tbij
@tbijsuperbugs
@latimes

Top Mentioned in G7:
@taitlog
@sgottliebfda
@thekratomassn
@process_x
@medscape
@phillydotcom
@headdock
@nickpwing
@dirtdiver33
@queenlareyna

Top Mentioned in G8:
@realdonaldtrump
@theresa_may
@peston
@adamboultonsky
@its_johnmartin
@dlidington
@liamfox
@angrybulldog
@bethrigby
@ngokoko123

Top Mentioned in G9:
@de2thejay
@jonesy_donkey

Top Mentioned in G10:
@confesslesmis

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@ronfeir
@theboydp
@doublejplays
@edinburghwatch
@chipotletweets
@venezuelaaldia
@life_sciences_
@tinamarie_80s
@jenkers_en

Top Tweeters in G1:
@doublejplays
@venezuelaaldia
@jenkers_en
@razzletazzlemag
@politicalhedge
@breakingnewzman
@smlnewspacific
@kaijuking23
@poandpo
@birbaksende

Top Tweeters in G2:
@sandyc1772
@mobea
@oasismountain
@thefutureyousee
@beckyshockmay
@ngaines13
@hopealdridge
@proudgrannycdn
@garden_nome1
@jinxy_minxy

Top Tweeters in G3:
@cleandropmobile
@laura78703
@dnickz2600gwood
@ktanimara
@kingdomofwench
@ksatnews
@chasapple
@greatgovtweets
@newyorknewart
@watchmanis216

Top Tweeters in G4:
@ann_marie1
@pudeltanten
@nebosa
@cajsa123
@miavest66
@troll60056026
@snyggois
@jobanelli
@hattenhelander
@birgerrhenman

Top Tweeters in G5:
@ggamour
@imade_nchina
@itsz_kayy
@_swayze
@__teewest
@radiorahqueen
@_thatsmena
@vennazuela
@hippyhopgirl
@jassminez

Top Tweeters in G6:
@winterthur
@b1e56df9ce6549f
@margarettrucks
@dianesnavely
@wholefoods
@22c0in
@latimes
@abc7
@alex_dix
@gemdrgn1

Top Tweeters in G7:
@phillydotcom
@covensurellc
@janetkrahenbuhl
@m08d26
@denuribe73
@stephan04999557
@bitzhealth
@tribune_health
@nedepaz
@medscape

Top Tweeters in G8:
@skynews
@sunick51
@mollyday15
@oann
@jazzaoxon
@brucetadickson
@martuk56
@annjarvis13
@adamboultonsky
@madywaterer

Top Tweeters in G9:
@better_off_dad
@zinni426
@ohhell_cherry
@mc2476
@gideonjagged
@dbtayor
@katsafrenacus
@esteetabernac
@boobzandbrainz
@missing_point

Top Tweeters in G10:
@rozadulsi
@_aceofswords
@issyinthesky
@softprouvaire
@mrbogginsx
@panpotters
@frodoelhobit
@mazemurdock
@ehponine
@valverttxt