salmonella, Twitter, 5/16/2019 9:14:04 AM, 197011


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salmonella_2019-05-16_01-47-26.xlsx
salmonella_2019-05-16_01-47-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2HsoWfs
@franciscocerong
@pjmetan
@eltranquerazo
@marioraulnegri
@olgamariarista
@mauricloss
@gmilman
@rlavagna
@lipovetzky
@juliopiumato

Top hashtags:
#evita
#salmonella
#onehealthkipm
#outbreak
#foodsafety
#peoplesvote
#brexit

Description:
Description
The graph represents a network of 5,636 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, 16 May 2019 at 08:48 UTC.

The requested start date was Thursday, 16 May 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 8-day, 0-hour, 39-minute period from Tuesday, 07 May 2019 at 23:15 UTC to Wednesday, 15 May 2019 at 23:54 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 : 5636
Unique Edges : 5347
Edges With Duplicates : 1029
Total Edges : 6376
Number of Edge Types : 3
Mentions : 2563
Tweet : 1581
Replies to : 2232
Self-Loops : 1581
Reciprocated Vertex Pair Ratio : 0.0194174757281553
Reciprocated Edge Ratio : 0.0380952380952381
Connected Components : 1891
Single-Vertex Connected Components : 941
Maximum Vertices in a Connected Component : 1184
Maximum Edges in a Connected Component : 1214
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.037378
Graph Density : 0.000138858888511741
Modularity : 0.748092
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://www.genengnews.com/news/new-antibiotic-resistance-gene-found-in-salmonella/
[14] http://www.cidrap.umn.edu/news-perspective/2019/05/feds-cite-flu-salmonella-mers-lyme-among-zoonotic-threats
[14] https://www.scotsman.com/news/politics/chlorinated-chicken-leaves-salmonella-to-run-rampant-consumer-group-warns-1-4927956
[14] https://twitter.com/_terrylee_/status/1127670949753626629
[14] https://www.kentlive.news/news/uk-world-news/urgent-product-recalls-supermarket-giants-2861439
[13] https://jmkthought.blogspot.com/2019/05/fda-is-failing-at-detecting-salmonella.html
[12] http://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-05-07/eng/1557270626899/1557270630301
[10] https://www.foodsafetynews.com/2019/05/more-eggs-recalled-as-salmonella-outbreak-investigation-continues/
[9] https://www.nvwa.nl/documenten/waarschuwingen/2019/05/09/belangrijke-veiligheidswaarschuwing-kurkuma-gemalen-85-gram-yona-specerijen
[8] https://www.giornaledipuglia.com/2019/02/cozze-dalla-spagna-contaminate-da.html

Top URLs in Tweet in G1:
[13] https://jmkthought.blogspot.com/2019/05/fda-is-failing-at-detecting-salmonella.html
[10] https://www.kentlive.news/news/uk-world-news/urgent-product-recalls-supermarket-giants-2861439
[8] https://www.foodsafetynews.com/2019/05/more-eggs-recalled-as-salmonella-outbreak-investigation-continues/
[8] https://www.giornaledipuglia.com/2019/02/cozze-dalla-spagna-contaminate-da.html
[6] https://www.9news.com.au/national/nsw-news-shoppers-urged-to-check-eggs-following-recall-over-potential-salmonella-contamination/3450a903-23c2-43f0-bbad-a2d42f6b572e
[6] https://www.genengnews.com/news/new-antibiotic-resistance-gene-found-in-salmonella/
[5] http://www.cidrap.umn.edu/news-perspective/2019/05/feds-cite-flu-salmonella-mers-lyme-among-zoonotic-threats
[4] https://www.news.com.au/lifestyle/food/food-warnings/nsw-shoppers-urged-to-check-eggs-following-recall-over-potential-salmonella-contamination/news-story/1869abb6e0aee474b9eb0978a2cf1c5a?from=rss-basic
[4] https://www.foodsafetynews.com/2019/05/alfalfa-sprouts-linked-to-salmonella-outbreak-in-new-zealand/
[3] https://www.edp24.co.uk/business/tesco-and-asda-recalls-salmonella-cereal-bars-1-6043163

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1126733712123547648
[1] https://twitter.com/i/web/status/1125903882176090114
[1] https://twitter.com/i/web/status/1125903946810310656
[1] https://twitter.com/i/web/status/1125904063667867649
[1] https://twitter.com/i/web/status/1125933754126688256
[1] https://twitter.com/i/web/status/1126733665881354241
[1] https://twitter.com/i/web/status/1126734089212444673
[1] https://twitter.com/i/web/status/1126737507117191168
[1] https://twitter.com/i/web/status/1125903967748329472
[1] https://twitter.com/i/web/status/1126732642647339008

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1126084289177751552
[1] https://twitter.com/i/web/status/1127742743357341698
[1] https://twitter.com/i/web/status/1127752101210271748
[1] https://twitter.com/i/web/status/1125954640078606336
[1] https://twitter.com/i/web/status/1125954664959291392
[1] https://twitter.com/i/web/status/1125954758676762624
[1] https://twitter.com/i/web/status/1125954783494459392
[1] https://twitter.com/i/web/status/1125954806420520960
[1] https://twitter.com/i/web/status/1125954830403624960
[1] https://twitter.com/i/web/status/1125954855187701760

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1127764619584507906
[1] https://twitter.com/i/web/status/1127753794643812353
[1] https://twitter.com/i/web/status/1127754093919911946
[1] https://twitter.com/i/web/status/1127754540747501570
[1] https://twitter.com/i/web/status/1127754718120378368
[1] https://twitter.com/i/web/status/1127755864788611073
[1] https://twitter.com/i/web/status/1127755904022130688
[1] https://twitter.com/i/web/status/1127756040936861696
[1] https://twitter.com/i/web/status/1127756182448496640
[1] https://twitter.com/i/web/status/1127758144749412353

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1126933380115906561
[1] https://twitter.com/i/web/status/1127109965993447424
[1] https://twitter.com/i/web/status/1126975183984779264
[1] https://twitter.com/i/web/status/1127098209879375873
[1] https://twitter.com/i/web/status/1126934921442934784
[1] https://twitter.com/i/web/status/1126933964411817985

Top URLs in Tweet in G6:
[5] http://www.cidrap.umn.edu/news-perspective/2019/05/feds-cite-flu-salmonella-mers-lyme-among-zoonotic-threats
[5] https://www.womansday.com/health-fitness/wellness/a27208606/what-is-salmonella-infection/?linkId=67079981
[3] http://www.cidrap.umn.edu/news-perspective/2019/05/stewardship-resistance-scan-may-08-2019
[1] https://twitter.com/i/web/status/1128756503752663046
[1] https://twitter.com/i/web/status/1121491578785271814
[1] https://www.fda.gov/food/outbreaks-foodborne-illness/outbreak-investigation-salmonella-concord-linked-tahini
[1] https://www.fda.gov/food/outbreaks-foodborne-illness/outbreak-investigation-salmonella-newport-linked-frozen-ground-tuna
[1] https://twitter.com/i/web/status/1128758547020435457
[1] https://twitter.com/i/web/status/1126567146211954689
[1] https://twitter.com/i/web/status/1126568187108167680

Top URLs in Tweet in G8:
[17] https://www.genengnews.com/news/new-antibiotic-resistance-gene-found-in-salmonella/
[2] http://news.cornell.edu/stories/2019/05/cornell-scientists-discover-new-antibiotic-resistance-gene
[1] https://twitter.com/i/web/status/1126488501573312512
[1] https://noticiasdelaciencia.com/art/32604/new-jumping-superbug-gene-discovered-resistant-to-last-resort-antibiotic?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=jinakidi
[1] https://mbio.asm.org/content/10/3/e00853-19
[1] http://www.cidrap.umn.edu/news-perspective/2019/05/feds-cite-flu-salmonella-mers-lyme-among-zoonotic-threats
[1] https://twitter.com/i/web/status/1126164514200850433

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1128807614911959040
[1] https://twitter.com/i/web/status/1128788070831218688
[1] https://twitter.com/i/web/status/1128787975154937857
[1] https://twitter.com/i/web/status/1128788013843193856
[1] https://twitter.com/i/web/status/1128668110066782209
[1] https://twitter.com/i/web/status/1127812920161853441
[1] https://twitter.com/i/web/status/1128574072449896449
[1] https://twitter.com/i/web/status/1128477096152641536
[1] https://twitter.com/i/web/status/1128440536723902464
[1] https://twitter.com/i/web/status/1128428894233579520

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1125366143743451136
[1] https://twitter.com/i/web/status/1126124947032559616
[1] https://twitter.com/i/web/status/1126125357944397824
[1] https://twitter.com/i/web/status/1126126080908189697
[1] https://twitter.com/i/web/status/1126382012829298688
[1] https://twitter.com/i/web/status/1126263383563456514
[1] https://twitter.com/i/web/status/1126375444993830912
[1] https://twitter.com/i/web/status/1126736176235204608
[1] https://twitter.com/i/web/status/1127367485861195777
[1] https://twitter.com/i/web/status/1127827135161221120

Top Domains
Top Domains in Tweet in Entire Graph:
[2020] twitter.com
[30] com.au
[29] genengnews.com
[28] foodsafetynews.com
[21] razasporcinas.com
[21] co.uk
[18] umn.edu
[15] blogspot.com
[14] scotsman.com
[14] kentlive.news

Top Domains in Tweet in G1:
[301] twitter.com
[23] com.au
[21] razasporcinas.com
[18] foodsafetynews.com
[14] co.uk
[14] blogspot.com
[12] genengnews.com
[10] giornaledipuglia.com
[10] kentlive.news
[7] fda.gov

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

Top Domains in Tweet in G3:
[316] twitter.com

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

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

Top Domains in Tweet in G6:
[9] twitter.com
[8] umn.edu
[5] womansday.com
[2] fda.gov
[1] thefoodpoisoninglawfirm.com
[1] pritzkerlaw.com
[1] foodpoisoningbulletin.com
[1] cdc.gov
[1] paper.li

Top Domains in Tweet in G8:
[17] genengnews.com
[2] twitter.com
[2] cornell.edu
[1] noticiasdelaciencia.com
[1] asm.org
[1] umn.edu

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1214] evita
[189] salmonella
[156] onehealthkipm
[18] outbreak
[18] foodsafety
[17] peoplesvote
[16] brexit
[16] trump
[14] antibioticresistance
[13] masterchefau



Top Hashtags in Tweet in G1:
[31] salmonella
[11] onehealthkipm
[8] masterchefau
[5] tecnología
[4] amr
[4] kesehatan
[4] indonesia
[4] kebugaran
[4] tipssehat
[4] solusisehat

Top Hashtags in Tweet in G2:
[741] evita

Top Hashtags in Tweet in G3:
[316] evita

Top Hashtags in Tweet in G4:
[157] evita

Top Hashtags in Tweet in G6:
[56] salmonella
[12] outbreak
[9] colistina
[9] superbacterias
[5] tuna
[4] zoonotic
[4] influenza
[3] mcr
[3] carbapenem
[3] amr

Top Hashtags in Tweet in G8:
[12] antibioticresistance
[3] zoonoses
[3] grippe
[3] salmonellose
[3] westnile
[3] peste
[2] salmonella
[2] antibiotic
[1] antimicrobialresitance
[1] amr

Top Hashtags in Tweet in G9:
[1] trumpisafraud
[1] trumptaxreturns

Top Hashtags in Tweet in G10:
[142] onehealthkipm

Top Words
Top Words in Tweet in Entire Graph:
[1020] Words in Sentiment List#1: Positive
[2004] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[80291] Non-categorized Words
[83316] Total Words
[3108] salmonella
[1372] t
[1237] co
[1232] https
[1214] centenario

Top Words in Tweet in G1:
[934] salmonella
[80] food
[67] raw
[66] eggs
[64] e
[63] chicken
[51] outbreak
[51] s
[48] t
[46] coli

Top Words in Tweet in G2:
[741] centenario
[741] nacimiento
[741] #evita
[741] https
[741] t
[741] co
[741] l5d6qxy3lk
[741] corrupto
[741] gobierno
[741] asesino

Top Words in Tweet in G3:
[316] centenario
[316] nacimiento
[316] #evita
[316] https
[316] t
[316] co
[316] corrupto
[316] gobierno
[316] asesino
[313] qqmoe1d0zv

Top Words in Tweet in G4:
[157] centenario
[157] nacimiento
[157] #evita
[157] https
[157] t
[157] co
[157] corrupto
[157] gobierno
[157] asesino
[156] 7hm4lsn4zc

Top Words in Tweet in G5:
[136] test
[133] widal
[73] aproko_doctor
[73] salmonella
[67] typhoid
[66] fever
[66] caused
[66] previous
[66] used
[66] called

Top Words in Tweet in G6:
[56] #salmonella
[49] outbreak
[41] state
[34] cdcgov
[33] gene
[27] fish
[25] alert
[23] linked
[22] fda
[22] partners

Top Words in Tweet in G7:
[70] salmonella
[69] vegan
[69] eat
[69] raw
[69] cake
[68] piantm0m
[68] go
[68] u
[68] mixture
[68] without

Top Words in Tweet in G8:
[55] antibiotic
[53] new
[45] discovered
[44] sifting
[44] through
[44] bacterial
[44] genome
[43] salmonella
[42] cornell
[41] last

Top Words in Tweet in G9:
[17] usda
[16] pork
[14] back
[14] americans
[14] foodborne
[14] illnesses
[13] rolling
[13] protections
[13] products
[13] putting

Top Words in Tweet in G10:
[264] pengujian
[238] salmonella
[202] media
[200] bkipmbaubau
[199] 5
[143] kegiatan
[143] dan
[142] #onehealthkipm
[132] ke
[108] e

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1219] https,t
[1219] t,co
[1214] centenario,nacimiento
[1214] nacimiento,#evita
[1214] #evita,https
[1214] corrupto,gobierno
[1214] gobierno,asesino
[741] co,l5d6qxy3lk
[741] l5d6qxy3lk,corrupto
[313] co,qqmoe1d0zv

Top Word Pairs in Tweet in G1:
[41] e,coli
[30] salmonella,outbreak
[27] cookie,dough
[26] treat,salmonella
[24] salmonella,e
[23] salmonella,poisoning
[20] tesco,asda
[18] check,eggs
[18] last,resort
[18] food,poisoning

Top Word Pairs in Tweet in G2:
[741] centenario,nacimiento
[741] nacimiento,#evita
[741] #evita,https
[741] https,t
[741] t,co
[741] co,l5d6qxy3lk
[741] l5d6qxy3lk,corrupto
[741] corrupto,gobierno
[741] gobierno,asesino
[126] asesino,m

Top Word Pairs in Tweet in G3:
[316] centenario,nacimiento
[316] nacimiento,#evita
[316] #evita,https
[316] https,t
[316] t,co
[316] corrupto,gobierno
[316] gobierno,asesino
[313] co,qqmoe1d0zv
[313] qqmoe1d0zv,corrupto
[60] asesino,ma

Top Word Pairs in Tweet in G4:
[157] centenario,nacimiento
[157] nacimiento,#evita
[157] #evita,https
[157] https,t
[157] t,co
[157] corrupto,gobierno
[157] gobierno,asesino
[156] co,7hm4lsn4zc
[156] 7hm4lsn4zc,corrupto
[26] asesino,maf

Top Word Pairs in Tweet in G5:
[67] widal,test
[66] typhoid,fever
[66] fever,caused
[66] caused,salmonella
[66] salmonella,previous
[66] previous,test
[66] test,used
[66] used,called
[66] called,widal
[66] test,widal

Top Word Pairs in Tweet in G6:
[21] multi,state
[20] w,cdcgov
[20] cdcgov,state
[20] state,local
[20] local,partners
[20] partners,investigating
[20] investigating,multi
[20] state,outbreak
[20] #salmonella,concord
[19] outbreak,#salmonella

Top Word Pairs in Tweet in G7:
[69] eat,raw
[69] raw,cake
[68] go,vegan
[68] vegan,u
[68] u,eat
[68] cake,mixture
[68] mixture,without
[68] without,worrying
[68] worrying,getting
[68] getting,salmonella

Top Word Pairs in Tweet in G8:
[44] sifting,through
[44] through,bacterial
[44] bacterial,genome
[41] last,resort
[26] genome,salmonella
[26] food,scientists
[21] salmonella,food
[21] scientists,cornellcals
[21] cornellcals,discovered
[21] discovered,new

Top Word Pairs in Tweet in G9:
[14] foodborne,illnesses
[13] usda,rolling
[13] rolling,back
[13] back,protections
[13] protections,pork
[13] pork,products
[13] products,putting
[13] putting,americans
[13] americans,greater
[13] greater,risk

Top Word Pairs in Tweet in G10:
[142] pengujian,salmonella
[108] 8,5
[106] e,coli
[106] 5,kegiatan
[82] bkipmbaubau,8
[76] ke,media
[72] #onehealthkipm,humasbkipm
[70] tahap,isolasi
[68] untuk,pengujian
[67] media,tsia

Top Replied-To
Top Replied-To in Entire Graph:
@usda
@dornasealfamale
@salmonella_dr
@miss_salmonella
@fernando_cerv
@trhlofficial
@stillnaima
@trqziz
@ghayda_basfar
@labawareness

Top Replied-To in G1:
@nutritionjourn

Top Replied-To in G2:
@lasjuanassalta
@mdegobierno
@antanoticias
@roivanvidal
@fedecasas22
@patobullrich
@rlavagna
@juliopiumato
@mauricloss
@olgamariarista

Top Replied-To in G3:
@rlavagna
@sergiowisky
@lucas_incicco
@aliciabesada
@gabrielatroiano
@lopezleandrog
@mohernandez
@mplopardo
@prmirandamza
@builsergio

Top Replied-To in G4:
@algarroboradio
@marioraulnegri
@pablo_torello
@danielhadad
@marioriorda
@ricalfonsin
@gabimichetti
@patobullrich
@elisacarrio
@nicolas_massot

Top Replied-To in G5:
@aproko_doctor
@edy2nice
@iam_just_jeff

Top Replied-To in G6:
@cdcgov
@asharangappa_

Top Replied-To in G7:
@piantm0m

Top Replied-To in G9:
@usda
@tinasmithmn
@realdonaldtrump
@repadamschiff
@hazydav
@impeach_45now
@eaealil
@hidehunt1
@teamtrump
@realmuckmaker

Top Mentioned
Top Mentioned in Entire Graph:
@bkipmbaubau
@humasbkipm
@aproko_doctor
@piantm0m
@cornell
@cdcgov
@bkipmmamuju
@arieella_
@crissles
@hu

Top Mentioned in G1:
@skinnergj
@fabjzm
@dietitianonline
@socolimeshot
@patientmonitor
@yungmalpal
@moleculardia
@primalderma
@jonathans415
@inlasabol

Top Mentioned in G5:
@aproko_doctor
@iam_just_jeff
@emekaekurume1

Top Mentioned in G6:
@cdcgov
@fdafood
@us_fda
@microbesinfect
@joseramosvivas
@womansday
@cidrap
@mayoclinic
@fpbulletin
@chrishendel

Top Mentioned in G7:
@piantm0m
@mcronshaw

Top Mentioned in G8:
@cornell
@cornellcals
@jinakidi
@genbio
@uzh_en
@bedrockhealth
@mbiojournal
@simv_rp
@iasis_molecular
@cornellnews

Top Mentioned in G9:
@realdonaldtrump
@gop
@usda
@impeach_45now
@eaealil
@thenitemadness
@bshorhozer
@donnawr8
@stacy_redvirgo
@adjunctprofessr

Top Mentioned in G10:
@bkipmbaubau
@humasbkipm
@hu
@rin
@humasb
@humasbk
@r
@rinajanwar2201
@bkipmmakassar

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@askmenfess
@newsoneplace
@skinnergj
@independent
@tinamarie_80s
@chipotletweets
@sainsburys
@mrgr2011
@tfcknsar

Top Tweeters in G1:
@newsoneplace
@skinnergj
@mrgr2011
@pops131
@ecointernetdrgb
@liveedges
@4pawshop
@solusnan1
@wcvb
@sciseekfeed

Top Tweeters in G2:
@infobae
@franciscocerong
@radiomitre
@eltribuno
@clarincom
@lanacion
@cronica
@quepasasalta
@perfilcom
@eliaspino

Top Tweeters in G3:
@pjmetan
@luisrodriguezrm
@juliopiumato
@mariluleverberg
@gabicerru
@fiscalfederal
@chino_navarro
@kbanfi
@domingopeppo
@partidoobrero

Top Tweeters in G4:
@agenciatelam
@flaviobuccino
@eltranquerazo
@jrochaga
@carlosetchepare
@dianamaffia
@pro_nacion
@aleberco
@liliantintori
@marioriorda

Top Tweeters in G5:
@g_d_dave
@enigmathick
@thebossmajor
@dotuncoker
@esquiremagic
@toksholly
@drenwadugbo
@topsyrock
@_thegraywolf
@bigsaggy

Top Tweeters in G6:
@malqahtani2011
@drjengunter
@alpacasovereign
@lluis1966
@piccoladonnina
@schxcha
@theworstpitcher
@thefebrilemuse
@trojas3012
@stxrchxsms

Top Tweeters in G7:
@jacksbarakat
@indigoskater47
@quesoooo_
@absensanity
@pakist4n_
@youneedrosie
@jordyngardner
@karlansoprazole
@nickdeljuice
@mcronshaw

Top Tweeters in G8:
@frazzledjazz
@thekemi_y
@mendozaleon
@cardiogalenico
@carga_viral
@genbio
@pammarrone
@neb_antib_news
@pharmadecisions
@healthdevice

Top Tweeters in G9:
@katthehammer1
@adjunctprofessr
@holybullies
@hidehunt1
@donnawr8
@stacy_redvirgo
@realmuckmaker
@foxandfriends
@carissevern
@hazydav

Top Tweeters in G10:
@humasbkipm
@hu
@bkipmbaubau
@arsal_azis
@batara_muhlis
@idjahchadidjah
@ilham_askar
@bkipmmakassar
@alexand52110583
@kadirmarlina