salmonella, Twitter, 1/23/2019 4:14:02 PM, 182922


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salmonella_2019-01-23_07-10-41.xlsx
salmonella_2019-01-23_07-10-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2DublTV
@chlrine1
@usatoday
@qubfoodprof
@srmooreresearch
@yaellitvak
@jrt087
@bmarler
@scanxtech
@micheletjay
@jay_salsa

Top hashtags:
#salmonella
#recall
#trumpmcconnellshutdown
#wheresmitch
#foodsafety
#saude
#fakehygienefacts

Description:
Description
The graph represents a network of 5,569 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 Wednesday, 23 January 2019 at 15:11 UTC.

The requested start date was Wednesday, 23 January 2019 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 5-day, 16-hour, 23-minute period from Thursday, 17 January 2019 at 08:30 UTC to Wednesday, 23 January 2019 at 00:53 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 : 5569
Unique Edges : 5367
Edges With Duplicates : 689
Total Edges : 6056
Number of Edge Types : 3
Mentions : 3528
Tweet : 1723
Replies to : 805
Self-Loops : 1723
Reciprocated Vertex Pair Ratio : 0.01904296875
Reciprocated Edge Ratio : 0.0373742213703881
Connected Components : 1924
Single-Vertex Connected Components : 1037
Maximum Vertices in a Connected Component : 561
Maximum Edges in a Connected Component : 748
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 3.727913
Graph Density : 0.000134609589620704
Modularity : 0.773525
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[228] https://www.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/
[75] https://twitter.com/adamslily/status/1087339339095461893
[38] http://www.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/
[33] https://www.bbc.com/portuguese/geral-46920021
[32] https://www.clickhole.com/public-health-alert-the-cdc-has-issued-a-nationwide-re-1831957558?utm_content=Main&utm_source=Twitter&utm_campaign=SF&utm_medium=SocialMarketing
[27] https://www.dogfoodadvisor.com/dog-food-recall/salmonella-discovered-in-answers-brand-dog-food/
[18] http://fw.to/uRxupBm
[18] https://trib.al/mlaeWCo
[17] https://www.foodsafetynews.com/2019/01/u-k-sees-rise-in-campylobacter-salmonella-cases/
[17] https://g1.globo.com/ciencia-e-saude/noticia/2019/01/18/biossensor-brasileiro-avisa-se-alimentos-estao-contaminados-por-bacterias-como-a-salmonella.ghtml

Top URLs in Tweet in G1:
[65] https://www.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/
[14] https://www.dogfoodadvisor.com/dog-food-recall/salmonella-discovered-in-answers-brand-dog-food/
[9] https://www.bbc.com/portuguese/geral-46920021
[8] https://www.foodsafetynews.com/2019/01/u-k-sees-rise-in-campylobacter-salmonella-cases/
[7] https://www.thekitchn.com/dog-food-recall-vitamin-d-salmonella-266236
[6] https://www.usatoday.com/story/money/2019/01/17/dog-food-recall-lystn-disputes-fda-over-salmonella-test-product/2601409002/
[6] https://www.foodsafetynews.com/2019/01/chili-peppers-recalled-for-salmonella-risk-no-identifying-codes-on-product/
[5] https://twitter.com/bigdumbvss/status/1086041370467463168
[5] http://www.emergencyemail.org/newsemergency/anmviewer.asp?a=15563&z=58
[5] http://inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-01-20/eng/1548038033402/1548038035281

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1086356962751758342

Top URLs in Tweet in G3:
[153] https://www.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/
[10] https://www.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/?utm_source=dlvr.it&utm_medium=twitter
[8] http://www.philly.com/health/food-safety-ecoli-salmonella-recalls-romaine-foodborne-illness-20190117.html?__vfz=medium%3Dsharebar
[5] https://uspirg.org/feature/usp/food-safety
[5] http://rssfeeds.indystar.com/~/592568946/0/indystar/allnews~Food-recalls-up-percent-since-as-foodborne-illnesses-kill-Americans-a-year/?utm_source=dlvr.it&utm_medium=twitter
[4] https://eu.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/
[3] http://www.philly.com/health/food-safety-ecoli-salmonella-recalls-romaine-foodborne-illness-20190117.html
[2] https://www.usatoday.com/story/money/2019/01/17/dog-food-recall-lystn-disputes-fda-over-salmonella-test-product/2601409002/
[2] https://pets.webmd.com/dogs/news/20190115/dog-food-recall-due-to-salmonella
[2] https://eu.usatoday.com/story/news/investigations/2019/01/17/food-recalls-increasing-romaine-lettuce-beef-pirg-usda-fda-ecoli-salmonella/2595775002/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[3] https://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.3000059&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.liverpool.ac.uk/integrative-biology/news/articles/gene-expression-study-sheds-new-light-on-african-salmonella/
[2] http://biorxiv.org/cgi/content/short/526442v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[1] http://bioinf.gen.tcd.ie/cgi-bin/salcom_v2.pl?_HL
[1] https://twitter.com/PLOSBiology/status/1085457377644736513
[1] https://twitter.com/i/web/status/1085457377644736513
[1] https://twitter.com/i/web/status/1087766342202245122
[1] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3000059
[1] https://www.nature.com/articles/s41467-018-08190-x#article-info
[1] https://www.nature.com/articles/s41467-018-08190-x

Top URLs in Tweet in G5:
[1] https://twitter.com/OdriozolaEdu/status/1085319094205927425

Top URLs in Tweet in G6:
[75] https://twitter.com/adamslily/status/1087339339095461893

Top URLs in Tweet in G7:
[3] https://www.akc.org/expert-advice/news/fda-warns-answers-straight-may-contain-salmonella/?utm_source=TWAKC&utm_medium=social&utm_campaign=fda-warns-answers-straight-may-contain-salmonella
[1] https://twitter.com/i/web/status/1087812372977278976
[1] https://twitter.com/i/web/status/1086309096574246917
[1] https://twitter.com/ingrahamangle/status/1087783479247552513
[1] https://twitter.com/i/web/status/1087724973890985984
[1] https://twitter.com/i/web/status/1087723921351290880
[1] https://twitter.com/i/web/status/1087523181563428864
[1] https://twitter.com/i/web/status/1087120051315060736
[1] https://twitter.com/i/web/status/1086522877254475776
[1] https://twitter.com/i/web/status/1086516917488238593

Top URLs in Tweet in G8:
[1] https://twitter.com/amsungkei/status/1086953553925525504

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1085839115428409344

Top URLs in Tweet in G10:
[18] https://trib.al/mlaeWCo
[14] https://trib.al/veaOIIv
[11] https://trib.al/NUhQkWX
[9] https://trib.al/CSBvJsd
[5] https://trib.al/fuZeTsh
[2] https://twitter.com/i/web/status/1086289391557976064
[1] https://twitter.com/i/web/status/1086410179011379201
[1] https://twitter.com/i/web/status/1086530974949752833
[1] https://twitter.com/i/web/status/1087741191075086340
[1] https://twitter.com/i/web/status/1087861994760429573

Top Domains
Top Domains in Tweet in Entire Graph:
[727] twitter.com
[322] usatoday.com
[75] foodsafetynews.com
[63] trib.al
[35] bbc.com
[34] gc.ca
[33] clickhole.com
[29] dogfoodadvisor.com
[20] globo.com
[18] co.uk

Top Domains in Tweet in G1:
[260] twitter.com
[90] usatoday.com
[37] foodsafetynews.com
[16] dogfoodadvisor.com
[15] gc.ca
[12] thekitchn.com
[11] bbc.com
[11] com.br
[10] lnkd.in
[10] blogspot.com

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

Top Domains in Tweet in G3:
[172] usatoday.com
[11] philly.com
[7] twitter.com
[5] uspirg.org
[5] indystar.com
[4] thekitchn.com
[2] webmd.com
[2] lnkd.in
[1] time.com
[1] foodsafetynews.com

Top Domains in Tweet in G4:
[13] twitter.com
[4] plos.org
[3] biorxiv.org
[2] ac.uk
[2] nature.com
[1] tcd.ie
[1] sciencedirect.com

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

Top Domains in Tweet in G6:
[75] twitter.com

Top Domains in Tweet in G7:
[18] twitter.com
[4] akc.org
[1] fda.gov

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

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

Top Domains in Tweet in G10:
[57] trib.al
[11] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[178] salmonella
[64] recall
[46] trumpmcconnellshutdown
[46] wheresmitch
[45] foodsafety
[39] saude
[28] fakehygienefacts
[27] cfiarecall
[23] eggs
[19] food



Top Hashtags in Tweet in G1:
[26] salmonella
[14] recall
[11] foodsafety
[6] food
[5] health
[5] foodrecall
[4] foodworldorder
[4] foodsafetynews
[4] hellofresh
[3] ecoli

Top Hashtags in Tweet in G3:
[13] foodsafety
[9] salmonella
[3] cdc
[3] israel
[2] foodchain
[2] amr
[2] recalls
[1] lystn
[1] ecoli
[1] listeria

Top Hashtags in Tweet in G4:
[30] salmonella
[8] malawi
[4] uk
[4] food
[4] campylobacter
[3] genomics
[3] epidemiology
[2] plosbiology
[2] flies
[2] hiv

Top Hashtags in Tweet in G7:
[1] dogs
[1] shutdown

Top Hashtags in Tweet in G10:
[39] saude
[12] saúde
[9] rdrj
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[1551] Words in Sentiment List#1: Positive
[2433] Words in Sentiment List#2: Negative
[194] Words in Sentiment List#3: Angry/Violent
[85965] Non-categorized Words
[89950] Total Words
[3357] salmonella
[1484] food
[1177] bc
[760] t
[686] fda

Top Words in Tweet in G1:
[960] salmonella
[252] food
[86] recalls
[80] up
[79] recall
[76] raw
[75] chili
[67] s
[64] fresh
[63] dog

Top Words in Tweet in G2:
[1124] bc
[562] people
[562] don
[562] t
[562] know
[562] government
[562] shut
[562] down
[562] fda
[562] checking

Top Words in Tweet in G3:
[217] food
[210] recalls
[173] up
[162] 10
[130] usatoday
[125] percent
[121] 2013
[121] year
[106] illnesses
[105] 3

Top Words in Tweet in G4:
[88] salmonella
[55] new
[46] found
[38] published
[37] out
[34] african
[28] paper
[28] naturecomms
[28] today
[27] drmikeellis

Top Words in Tweet in G5:
[82] salmonella
[82] e
[82] coli
[82] hipertensión
[82] diabetes
[82] hipercolesterolemia
[82] hipertrigliceridemia
[82] plato
[81] memesnutricion

Top Words in Tweet in G6:
[78] salmonella
[77] redsteeze
[76] giving
[76] yourself
[76] presidency

Top Words in Tweet in G7:
[30] salmonella
[22] realdonaldtrump
[9] e
[9] coli
[8] food
[6] t
[6] more
[5] lettuce
[5] us_fda
[5] potus

Top Words in Tweet in G8:
[128] raw
[128] milk
[64] hello
[64] boleh
[64] ada
[64] harmful
[64] bacteria
[64] such
[64] salmonella
[64] e

Top Words in Tweet in G9:
[118] 2
[61] salmonella
[61] typhoid
[60] faisalnaifaru
[59] saw
[59] cases
[59] weeks
[59] one
[59] really
[59] bad

Top Words in Tweet in G10:
[64] biossensor
[64] brasileiro
[64] avisa
[64] alimentos
[64] estão
[64] contaminados
[64] bactérias
[64] salmonella
[60] bbcbrasil
[50] h

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[644] don,t
[599] shut,down
[595] government,shut
[584] t,know
[578] people,don
[577] bc,people
[577] know,bc
[577] bc,government
[577] down,fda
[577] fda,checking

Top Word Pairs in Tweet in G1:
[69] food,recalls
[59] dog,food
[59] hello,fresh
[57] red,chili
[55] foodborne,illnesses
[50] recalls,up
[49] up,10
[49] cookie,dough
[48] illnesses,kill
[48] 3,000

Top Word Pairs in Tweet in G2:
[562] bc,people
[562] people,don
[562] don,t
[562] t,know
[562] know,bc
[562] bc,government
[562] government,shut
[562] shut,down
[562] down,fda
[562] fda,checking

Top Word Pairs in Tweet in G3:
[195] food,recalls
[172] recalls,up
[162] up,10
[124] 10,percent
[102] percent,2013
[101] foodborne,illnesses
[97] illnesses,kill
[97] kill,3
[97] 3,000
[97] 000,americans

Top Word Pairs in Tweet in G4:
[28] naturecomms,today
[28] today,found
[28] found,new
[22] venomous,snakes
[22] happy,see
[22] see,work
[22] work,published
[22] published,naturecomms
[22] new,antibiotic
[22] antibiotic,scaffold

Top Word Pairs in Tweet in G5:
[82] salmonella,e
[82] e,coli
[82] coli,hipertensión
[82] hipertensión,diabetes
[82] diabetes,hipercolesterolemia
[82] hipercolesterolemia,hipertrigliceridemia
[82] hipertrigliceridemia,plato
[81] memesnutricion,salmonella

Top Word Pairs in Tweet in G6:
[76] giving,yourself
[76] yourself,salmonella
[76] salmonella,presidency
[75] redsteeze,giving

Top Word Pairs in Tweet in G7:
[9] e,coli
[4] coli,salmonella
[3] potus,salmonella
[3] dog,food
[3] food,alert
[2] coli,salads
[2] salmonella,berders
[2] iron_j76,mmpadellan
[2] mmpadellan,realdonaldtrump
[2] tedlieu,realdonaldtrump

Top Word Pairs in Tweet in G8:
[128] raw,milk
[64] hello,raw
[64] milk,boleh
[64] boleh,ada
[64] ada,harmful
[64] harmful,bacteria
[64] bacteria,such
[64] such,salmonella
[64] salmonella,e
[64] e,coli

Top Word Pairs in Tweet in G9:
[59] saw,2
[59] 2,cases
[59] cases,salmonella
[59] salmonella,typhoid
[59] typhoid,2
[59] 2,weeks
[59] weeks,one
[59] one,really
[59] really,bad
[59] bad,demaging

Top Word Pairs in Tweet in G10:
[64] biossensor,brasileiro
[64] brasileiro,avisa
[64] avisa,alimentos
[64] alimentos,estão
[64] estão,contaminados
[64] contaminados,bactérias
[63] bactérias,salmonella
[59] bbcbrasil,biossensor
[39] salmonella,saude
[39] saude,h

Top Replied-To
Top Replied-To in Entire Graph:
@salmonella_7
@paigechristieuk
@chardybtc
@crankitup28
@___salmonella
@tess_blanchard
@salmonella_dr
@caloriesproper
@edwina_currie
@kattimpf

Top Replied-To in G1:

Top Replied-To in G4:
@jay_salsa

Top Replied-To in G6:
@wakeywakey16
@redsteeze

Top Replied-To in G7:
@kaitmarieox
@realdonaldtrump
@chriscmsmith
@lisalopuck
@ingrahamangle
@davesiegel
@good_water_farm
@leahweinberger1
@nmlionsfan
@jackposobiec

Top Replied-To in G9:
@faisalnaifaru

Top Replied-To in G10:
@bbcbrasil

Top Mentioned
Top Mentioned in Entire Graph:
@chlrine1
@usatoday
@memesnutricion
@redsteeze
@chemengmy
@faisalnaifaru
@bbcbrasil
@captmarvel2020
@mrjamesob
@cfia_food

Top Mentioned in G1:
@thepawbark
@skiesonline
@qlaboratories
@samca77118349
@bioinformaticsb
@briseidyyyy
@jdairyscience

Top Mentioned in G2:
@chlrine1

Top Mentioned in G3:
@usatoday
@seanrossman
@uspirg
@phillydotcom
@nurtureranch
@adamgarber
@indystar
@rodmoose
@marischaefer
@bmarler

Top Mentioned in G4:
@naturecomms
@drmikeellis
@plosbiology
@livuniiib
@1caiseypulford
@jay_salsa
@melitagordon5
@yaellitvak
@knalsal
@caressatsai

Top Mentioned in G5:
@memesnutricion

Top Mentioned in G6:
@redsteeze

Top Mentioned in G7:
@realdonaldtrump
@potus
@us_fda
@akcdoglovers
@whitehouse
@senatemajldr
@iron_j76
@mmpadellan
@itunes
@podcastone

Top Mentioned in G8:
@chemengmy

Top Mentioned in G9:
@faisalnaifaru
@hisham_imad
@preventtyphoid
@igmhmv
@hpa_mv
@moh_mv

Top Mentioned in G10:
@bbcbrasil
@transito_rjo

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@tesco
@tomthunkitsmind
@the_news_diva
@phildecarolis
@n_carvalheira
@zyiteblog
@___denise___eu_
@chipotletweets
@3rdrockhome

Top Tweeters in G1:
@zyiteblog
@3rdrockhome
@prpnews
@jornaltijucas
@pairsonnalitesn
@airiters
@latestcanada
@foggybottomgal
@triplejplays
@gojammaj

Top Tweeters in G2:
@basicbaka
@saynododie
@bigbang
@milkjihoon
@tarotcalum
@thankusevenring
@_thislineismine
@muslimsmoak
@bbyblews
@limachely

Top Tweeters in G3:
@the_news_diva
@bkindngood
@biasedgirl
@ones_news
@time
@usatoday
@soaprookie
@quemero20
@burcham_don
@indystar

Top Tweeters in G4:
@sshin6591
@on_trauma
@cardiogalenico
@dr_trauma1
@cjblondel
@on_neurologia
@sinhabahiyara
@wellcometrust
@phy_papers
@neb_antib_news

Top Tweeters in G5:
@itsthaliamru
@lautimunioz
@tayelhuayquimil
@ailinain
@micagrohmann
@analiaacaceres9
@anahivallejos_
@anngelesfalcon
@weissmaru
@deliosofia

Top Tweeters in G6:
@legallybae
@ladydshops
@redsteeze
@samvalley
@daddy_warpig
@mamamadisons
@mcarsonaos
@ex_lefty
@genesisalfa1212
@jsutt20

Top Tweeters in G7:
@chatbycc
@ilovemysteelers
@buccos08
@vibinwoosh
@mmpadellan
@nanasewdear
@davidfrum
@kayajones
@jackposobiec
@realdonaldtrump

Top Tweeters in G8:
@madd_r
@dalilahusna
@candyudau
@eykalaikha
@mirhsofea
@izhaaaaaamm
@sofearasheeqa
@amaninaaqilah
@redddowl
@pappimir

Top Tweeters in G9:
@badruddeen
@nafee77
@santhimariyambu
@2deadfish
@kalhusai
@najeebshahym
@anigavym
@shafarameez
@voiceofmaldives
@arufau_

Top Tweeters in G10:
@eugeniajune17
@transito_rjo
@claudiadabreu12
@bbcbrasil
@arnokaplan
@temporealnews
@sofia_escolha
@denpsi
@nadiabambirra
@mbethrg


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