salmonella, Twitter, 2/20/2019 3:23:57 PM, 187437


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salmonella_2019-02-20_06-16-51.xlsx
salmonella_2019-02-20_06-16-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2DXUsQJ
@cnn
@cbsnews
@sandrahalifax
@maperezpirela
@presageanalytic
@cnni
@foodgov
@la_iguanatv
@fj_newman
@l

Top hashtags:
#salmonella
#laiguanatv
#makeashowsick
#foodsafety
#foodalert
#onehealthkipm
#cdc
#machinelearning

Description:
Description
The graph represents a network of 5,453 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, 20 February 2019 at 14:18 UTC.

The requested start date was Wednesday, 20 February 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 4-day, 21-hour, 50-minute period from Friday, 15 February 2019 at 03:09 UTC to Wednesday, 20 February 2019 at 01:00 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 : 5453
Unique Edges : 5128
Edges With Duplicates : 847
Total Edges : 5975
Number of Edge Types : 3
Tweet : 2303
Replies to : 863
Mentions : 2809
Self-Loops : 2303
Reciprocated Vertex Pair Ratio : 0.0177635410599884
Reciprocated Edge Ratio : 0.0349070100143061
Connected Components : 2442
Single-Vertex Connected Components : 1522
Maximum Vertices in a Connected Component : 356
Maximum Edges in a Connected Component : 400
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.142681
Graph Density : 0.000117558987029695
Modularity : 0.712399
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[180] https://www.laiguana.tv/articulos/434851-comida-deshidratada-alto-riesgo-salud/
[64] https://twitter.com/viewsfromjay98/status/1095154682346045440
[43] http://www.elcomercio.com/tendencias/alimentos-calle-contaminacion-enfermedades-secretariadesalud.html
[40] https://www.newschannel5.com/news/nashville-restaurant-sued-after-at-least-20-diners-infected-with-salmonella
[34] https://www.cnn.com/2019/02/15/health/turkey-salmonella-outbreak-bn/index.html
[31] https://gizmodo.com/63-new-illnesses-reported-in-ongoing-turkey-salmonella-1832678396
[28] https://twitter.com/lavendrnhoney/status/1097406213174652929
[27] https://www.cbsnews.com/news/salmonella-outbreak-linked-to-turkey-dozens-more-sickened/
[24] https://twitter.com/machadoaaron0/status/1092999332968759296
[22] https://www.cdc.gov/salmonella/reading-07-18/index.html#recalls

Top URLs in Tweet in G1:
[43] http://www.elcomercio.com/tendencias/alimentos-calle-contaminacion-enfermedades-secretariadesalud.html
[29] https://gizmodo.com/63-new-illnesses-reported-in-ongoing-turkey-salmonella-1832678396
[27] https://www.cnn.com/2019/02/15/health/turkey-salmonella-outbreak-bn/index.html
[16] https://www.cnn.com/2019/02/15/health/turkey-salmonella-outbreak-bn/index.html?utm_source=dlvr.it&utm_medium=twitter
[16] https://apple.news/AaP-uCFSkQbq2ow7lV_mPlg
[12] http://www.msn.com/en-us/health/health-news/salmonella-outbreak-tied-to-raw-turkey-expands-with-63-more-illnesses/ar-BBTEAE9?ocid=st
[11] https://apple.news/A-IxdyjjHS9CJSJXjSOlGvQ
[9] https://www.webmd.com/food-recipes/food-poisoning/news/20190219/cdc-turkey-linked-salmonella-cases-now-at-279?src=RSS_PUBLIC&utm_source=dlvr.it&utm_medium=twitter
[8] https://www.foodsafetynews.com/2019/02/six-month-old-salmonella-outbreak-from-raw-turkey-continues-to-expand/
[7] https://www.foodsafetynews.com/2019/02/denmark-e-coli-outbreak-declared-over-salmonella-investigation-continues/

Top URLs in Tweet in G2:
[16] http://www.cnn.com/2019/02/15/health/turkey-salmonella-outbreak-bn/index.html
[8] https://www.wcpo.com/news/national/salmonella-outbreak-tied-to-raw-turkey-expands-with-63-more-illnesses
[4] https://www.thedenverchannel.com/news/national/salmonella-outbreak-tied-to-raw-turkey-expands-with-63-more-illnesses
[2] https://www.pritzkerlaw.com/personal-injury/2019/turkey-salmonella-lawsuit-jennie-o-recall/
[1] https://twitter.com/i/web/status/1096929480843632640
[1] https://twitter.com/i/web/status/1096536519358193664
[1] https://twitter.com/i/web/status/1096537100839804936
[1] https://www.pritzkerlaw.com/personal-injury/2019/milk-and-honey-salmonella-outbreak-lawsuit/
[1] https://twitter.com/i/web/status/1097157728361943041
[1] https://www.cnn.com/2019/02/15/health/turkey-salmonella-outbreak-bn/index.html

Top URLs in Tweet in G3:
[147] https://www.laiguana.tv/articulos/434851-comida-deshidratada-alto-riesgo-salud/
[4] https://www.laiguana.tv/articulos/434851-comida-deshidratada-alto-riesgo-salud/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1097196746248089601

Top URLs in Tweet in G4:
[21] https://www.cbsnews.com/news/salmonella-outbreak-linked-to-turkey-dozens-more-sickened/
[18] https://gizmodo.com/63-new-illnesses-reported-in-ongoing-turkey-salmonella-1832678396?utm_medium=socialflow&utm_campaign=socialflow_gizmodo_twitter&utm_source=gizmodo_twitter
[2] https://gizmodo.com/63-new-illnesses-reported-in-ongoing-turkey-salmonella-1832678396
[1] https://twitter.com/i/web/status/1097868554748207105
[1] https://twitter.com/i/web/status/1097636854080458752

Top URLs in Tweet in G5:
[64] https://twitter.com/viewsfromjay98/status/1095154682346045440
[3] https://twitter.com/VIEWSFROMJAY98/status/1095154682346045440

Top URLs in Tweet in G6:
[22] https://www.laiguana.tv/articulos/434851-comida-deshidratada-alto-riesgo-salud/

Top URLs in Tweet in G8:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/02/13/the-fight-against-superbugs-5-priorities-for-2019
[2] https://elpais.com/politica/2019/02/17/actualidad/1550404370_295928.html?id_externo_rsoc=FB_CM
[2] https://www.cdc.gov/media/releases/2019/s-0215-salmonella-outbreak-raw-turkey.html
[1] https://twitter.com/preguntamama/status/1096739629737349121
[1] https://elpais.com/elpais/2019/02/12/eps/1549973689_120344.html?id_externo_rsoc=TW_EPS_CM
[1] https://okt.to/9MTE0y
[1] http://Eltomavistasdesantander.com
[1] https://www.nature.com/articles/s41586-019-0941-9
[1] https://doi.org/10.3389/fmicb.2018.02932
[1] https://jamanetwork.com/journals/jama/fullarticle/2725407?guestAccessKey=88521e79-6ac0-4256-9988-bc348a2c36a5&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=olf&utm_term=021419

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1097416699601715201
[1] https://twitter.com/i/web/status/1097858774742810628
[1] https://twitter.com/i/web/status/1097810802306879489
[1] https://twitter.com/i/web/status/1097778612131020802
[1] https://twitter.com/RevillaMiguelA/status/1097115775536689153

Top Domains
Top Domains in Tweet in Entire Graph:
[875] twitter.com
[184] laiguana.tv
[161] patch.com
[79] cnn.com
[56] com.br
[55] gizmodo.com
[45] cbsnews.com
[45] co.uk
[43] elcomercio.com
[40] cdc.gov

Top Domains in Tweet in G1:
[316] twitter.com
[152] patch.com
[52] cnn.com
[43] elcomercio.com
[42] com.br
[35] apple.news
[33] gizmodo.com
[30] foodsafetynews.com
[26] msn.com
[24] co.uk

Top Domains in Tweet in G2:
[18] cnn.com
[8] twitter.com
[8] wcpo.com
[4] thedenverchannel.com
[3] pritzkerlaw.com
[1] abc15.com

Top Domains in Tweet in G3:
[151] laiguana.tv
[1] twitter.com

Top Domains in Tweet in G4:
[21] cbsnews.com
[20] gizmodo.com
[2] twitter.com

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

Top Domains in Tweet in G6:
[22] laiguana.tv

Top Domains in Tweet in G8:
[6] cdc.gov
[3] elpais.com
[2] pewtrusts.org
[1] twitter.com
[1] okt.to
[1] eltomavistasdesantander.com
[1] nature.com
[1] doi.org
[1] jamanetwork.com
[1] ac.uk

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[179] salmonella
[41] laiguanatv
[41] makeashowsick
[33] foodsafety
[26] foodalert
[21] onehealthkipm
[18] cdc
[15] machinelearning
[14] microrounds
[13] health



Top Hashtags in Tweet in G1:
[41] salmonella
[9] cdc
[8] health
[8] foodsafety
[7] makeashowsick
[7] outbreak
[7] ilovepets
[5] news
[4] turkey
[4] eu

Top Hashtags in Tweet in G2:
[4] salmonella
[4] denver7
[3] foodsafety
[1] chicken
[1] brf
[1] foodalert
[1] recall
[1] turkey
[1] abc15
[1] sorry

Top Hashtags in Tweet in G3:
[5] laiguanatv

Top Hashtags in Tweet in G6:
[36] laiguanatv

Top Hashtags in Tweet in G8:
[2] superbugs
[2] antibioticresistance
[2] bioinformatics
[2] research
[1] eleccionesgenerales
[1] lrnchat
[1] eilearning
[1] scienceed
[1] scicomm
[1] learning

Top Words
Top Words in Tweet in Entire Graph:
[854] Words in Sentiment List#1: Positive
[3057] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[71191] Non-categorized Words
[75103] Total Words
[4333] salmonella
[1207] outbreak
[1086] turkey
[947] raw
[808] more

Top Words in Tweet in G1:
[1550] salmonella
[586] outbreak
[542] turkey
[367] raw
[345] more
[251] 63
[230] illnesses
[228] tied
[194] linked
[175] cases

Top Words in Tweet in G2:
[253] salmonella
[236] more
[236] turkey
[233] raw
[233] outbreak
[225] 63
[203] people
[201] linked
[201] products
[200] infected

Top Words in Tweet in G3:
[157] ayuda
[157] humanitaria
[157] comida
[157] deshidratada
[157] alto
[157] riesgo
[157] salud
[157] humana
[157] salmonella
[146] maperezpirela

Top Words in Tweet in G4:
[101] salmonella
[93] outbreak
[93] turkey
[77] cbsnews
[53] people
[51] linked
[51] more
[50] sickens
[50] dozens
[29] bringing

Top Words in Tweet in G5:
[69] salmonella
[68] 702austin
[67] roll
[2] re
[2] v
[2] r
[2] g
[2] n

Top Words in Tweet in G6:
[57] ayuda
[57] humanitaria
[57] comida
[57] deshidratada
[57] alto
[57] riesgo
[57] salud
[57] humana
[57] salmonella
[44] la_iguanatv

Top Words in Tweet in G7:
[39] salmonella
[38] ukpe_viktor
[32] e
[32] coli
[22] looking
[21] webdesignher
[14] lavendrnhoney
[11] one
[10] listeria
[9] alexadame__

Top Words in Tweet in G8:
[7] tienen
[7] tiempo
[7] cdcgov
[7] cdc
[6] exception
[6] salmonella
[4] incendios
[4] cantabria
[4] outbreak
[3] genomes

Top Words in Tweet in G9:
[36] eating
[36] raw
[36] cookie
[36] dough
[36] gon
[36] check
[36] boo
[36] salmonella
[35] whowannahug

Top Words in Tweet in G10:
[29] salmonella
[29] campylobacter
[29] coli
[29] listeria
[27] brucella
[27] escherichia
[27] sé
[27] presidente
[27] autonómico
[27] hoy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[812] salmonella,outbreak
[719] raw,turkey
[502] 63,more
[344] turkey,products
[328] more,people
[322] linked,raw
[303] tied,raw
[289] infected,salmonella
[284] outbreak,tied
[276] more,illnesses

Top Word Pairs in Tweet in G1:
[459] salmonella,outbreak
[307] raw,turkey
[180] 63,more
[167] outbreak,tied
[167] tied,raw
[159] more,illnesses
[157] turkey,expands
[155] expands,63
[81] linked,raw
[79] turkey,salmonella

Top Word Pairs in Tweet in G2:
[230] raw,turkey
[225] 63,more
[200] more,people
[200] people,infected
[200] infected,salmonella
[200] salmonella,linked
[200] linked,raw
[200] turkey,products
[200] products,outbreak
[200] outbreak,began

Top Word Pairs in Tweet in G3:
[157] ayuda,humanitaria
[157] humanitaria,comida
[157] comida,deshidratada
[157] deshidratada,alto
[157] alto,riesgo
[157] riesgo,salud
[157] salud,humana
[157] humana,salmonella
[146] maperezpirela,ayuda
[146] salmonella,l

Top Word Pairs in Tweet in G4:
[70] salmonella,outbreak
[51] more,people
[50] outbreak,linked
[50] linked,turkey
[50] turkey,sickens
[50] sickens,dozens
[50] dozens,more
[50] cbsnews,salmonella
[29] people,bringing
[29] bringing,national

Top Word Pairs in Tweet in G5:
[68] 702austin,salmonella
[67] salmonella,roll
[2] salmonella,re
[2] re,v
[2] v,r
[2] r,g
[2] g,n

Top Word Pairs in Tweet in G6:
[57] ayuda,humanitaria
[57] humanitaria,comida
[57] comida,deshidratada
[57] deshidratada,alto
[57] alto,riesgo
[57] riesgo,salud
[57] salud,humana
[57] humana,salmonella
[36] salmonella,laiguanatv
[35] la_iguanatv,ayuda

Top Word Pairs in Tweet in G7:
[32] e,coli
[22] ukpe_viktor,e
[22] coli,salmonella
[22] salmonella,looking
[21] webdesignher,ukpe_viktor
[13] lavendrnhoney,ukpe_viktor
[10] salmonella,e
[10] coli,listeria
[9] alexadame__,lavendrnhoney
[9] ukpe_viktor,gonna

Top Word Pairs in Tweet in G8:
[7] tienen,tiempo
[3] investigation,notice
[3] salmonella,outbreak
[3] linked,raw
[3] cdc,cdcgov
[2] recruiting,please
[2] please,bioinformatician
[2] bioinformatician,lead
[2] lead,wgs
[2] wgs,analysis

Top Word Pairs in Tweet in G9:
[36] eating,raw
[36] raw,cookie
[36] cookie,dough
[36] dough,gon
[36] gon,check
[36] check,boo
[36] boo,salmonella
[35] whowannahug,eating

Top Word Pairs in Tweet in G10:
[29] coli,listeria
[27] salmonella,brucella
[27] brucella,campylobacter
[27] campylobacter,escherichia
[27] escherichia,coli
[27] listeria,sé
[27] sé,presidente
[27] presidente,autonómico
[27] autonómico,hoy
[26] manuelansede,salmonella

Top Replied-To
Top Replied-To in Entire Graph:
@salmonella_7
@cnn
@salmonella_dr
@scarlet__e
@opp_62
@cbsnews
@lavendrnhoney
@realdonaldtrump
@luvsoomin

Top Replied-To in G1:

Top Replied-To in G2:
@cnn
@jrzisme
@lushvalley

Top Replied-To in G4:
@cbsnews
@jllundqu
@thomisv
@dtill96

Top Replied-To in G5:
@702austin

Top Replied-To in G7:
@lavendrnhoney
@ukpe_viktor
@nemo813
@alexadame__

Top Replied-To in G8:
@materia_ciencia
@preguntamama
@joseramosvivas
@nuriadelcampom
@miss_salmonella

Top Replied-To in G10:
@chewaka10
@revillamiguela
@_elaguijon

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@maperezpirela
@l
@cbsnews
@702austin
@la_iguanatv
@whowannahug
@ukpe_viktor
@nc5
@cnni

Top Mentioned in G1:
@w3livenews
@sequencingdna
@ewrmadrid
@veterinary_bio
@uciudad
@sherlenenews
@stevemccvet
@dianaggraham
@dtporge

Top Mentioned in G2:
@cnn
@cnni
@abc15
@pergamic
@denverchannel
@johnalanjames2
@africa_safety
@grace_yek
@wcpo
@lucymaycincy

Top Mentioned in G3:
@maperezpirela
@l
@la_iguanatv
@latazaroja

Top Mentioned in G4:
@cbsnews
@gizmodo
@cnn

Top Mentioned in G5:
@702austin
@gnvrcos

Top Mentioned in G6:
@la_iguanatv
@la
@ernesto1931
@angelitovar
@maperezpirela
@l

Top Mentioned in G7:
@ukpe_viktor
@webdesignher
@lavendrnhoney
@alexadame__
@alextomkiewiczz

Top Mentioned in G8:
@cdcgov
@aquilatierratve
@lluismontoliu
@zaminiqbal
@erictopol
@xaviermarcet
@waldminghauslab
@sanchezcastejon
@sesyncdirector
@wes_data

Top Mentioned in G9:
@whowannahug

Top Mentioned in G10:
@manuelansede
@revillamiguela
@marcosperena
@_elaguijon
@la_ser

Top Tweeters
Top Tweeters in Entire Graph:
@davidjones_now
@the_news_diva
@la_iguanatv
@rlthingy
@harley_woody
@myalliesnews
@medicinehelp
@lindaleeking
@lopezgovlaw
@feedjunkie

Top Tweeters in G1:
@davidjones_now
@harley_woody
@myalliesnews
@medicinehelp
@feedjunkie
@storiesflowcom
@newsoneplace
@wrikent3500
@snn24_info
@3rdrockhome

Top Tweeters in G2:
@badjerry_1
@real_infinity95
@zahoribalmaceda
@sandyc1772
@monakinkcurlz
@b1e56df9ce6549f
@seekandfind
@mobea
@baronianconsult
@news_bbe

Top Tweeters in G3:
@ryaracuyano
@joniaa41
@cherangelg
@dokanshinkarate
@robila123456
@crispulorb
@jsousap
@suescundoris
@maperezpirela
@margaritalemus

Top Tweeters in G4:
@magnifyk
@madrynha2012
@twood3
@bradwbuck
@iggy
@feralislandbud
@vernapolitics
@fj_newman
@nicorista
@6nsinvt

Top Tweeters in G5:
@cametriaspizza_
@nikki_mont7
@pleaseherceaser
@heyelita
@auseiloksana
@idk0rcare
@senpaijecho
@jaricelyorta
@flamintlove
@jadeluisa_

Top Tweeters in G6:
@la_iguanatv
@ernesto1931
@cianuroengotas
@alidadiazbrilla
@angelitovar
@eveclentd
@virginiajacinto
@will6942
@chefitovzla
@aescalan2000

Top Tweeters in G7:
@jayyonce_xo
@kinggtrell
@tittycat_
@xtrilaaaways
@misandryislit
@glo_nyck
@bbygirldomo
@shebrew__
@lovelyniya__
@viralphantem

Top Tweeters in G8:
@lavanguardia
@miketakasi
@biotweeps
@aquilatierratve
@elpaissemanal
@gr8danez3
@xaviermarcet
@jama_current
@gavalda_j
@joseramosvivas

Top Tweeters in G9:
@needyporter
@jellomuchh
@edwinseclipse
@puddsterz
@yveshatesdykes
@xchloereagan
@aaureliaaurita
@celesttixl
@grisel_duhh
@bellafierroo

Top Tweeters in G10:
@latanace
@la_ser
@_elaguijon
@raulitotop
@amrugar
@jlobonande
@aorenda
@santigosa_
@paco_catala
@icabot7


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