salmonella, Twitter, 8/17/2019 12:10:55 AM, 207086


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salmonella_2019-08-16_01-28-21.xlsx
salmonella_2019-08-16_01-28-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2N9Xtn1
@spelling
@cnn
@nbcnews
@billesteem
@academyofrock
@helen121
@taysom10715608
@abc
@cbsnews
@ldrscke

Top hashtags:
#salmonella
#recall
#dole
#spinach
#foodsafety
#food
#fda
#recalls
#nats
#fsma

Description:
Description
The graph represents a network of 5,332 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 Friday, 16 August 2019 at 08:29 UTC.

The requested start date was Wednesday, 14 August 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, 4-hour, 45-minute period from Sunday, 11 August 2019 at 19:15 UTC to Wednesday, 14 August 2019 at 00:00 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 : 5332
Unique Edges : 5232
Edges With Duplicates : 614
Total Edges : 5846
Number of Edge Types : 3
Mentions : 3668
Tweet : 1563
Replies to : 615
Self-Loops : 1563
Reciprocated Vertex Pair Ratio : 0.00883869383746624
Reciprocated Edge Ratio : 0.0175225115599903
Connected Components : 1662
Single-Vertex Connected Components : 954
Maximum Vertices in a Connected Component : 849
Maximum Edges in a Connected Component : 865
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.144822
Graph Density : 0.000144556397962743
Modularity : 0.777728
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[135] https://breaking911.com/alert-baby-spinach-sold-in-10-states-over-salmonella-fears/
[73] https://twitter.com/spelling/status/1160240824950710273
[53] https://nbcnews.trib.al/E4jTbqg
[49] https://twitter.com/DenverChannel/status/1160994058338263040
[48] https://www.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/?ftag=CNM-00-10aab7e&linkId=71911192
[42] https://www.foxnews.com/health/dole-baby-spinach-recall-salmonella
[42] https://trib.al/xb7DeSz
[38] https://www.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/
[35] https://www.today.com/health/dole-recalls-baby-spinach-sold-10-states-over-salmonella-fears-t160620
[24] https://trib.al/eqesYVd

Top URLs in Tweet in G1:
[25] https://www.foxnews.com/health/dole-baby-spinach-recall-salmonella
[18] http://www.msn.com/en-us/health/health-news/dole-recalls-baby-spinach-for-salmonella-concern/ar-AAFHpZR?ocid=st
[11] https://www.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/
[11] http://dish.allrecipes.com/dole-recalls-baby-spinach-products-10-states-possible-salmonella-contamination/?utm_term=etg_internalsyndication&utm_medium=browser&utm_source=allrecipes.com&utm_content=20190813&utm_campaign=441973
[10] https://www.foodsafetynews.com/2019/08/dole-recalls-baby-spinach-products-after-state-test-shows-salmonella-in-a-sample/
[10] https://www.today.com/health/dole-recalls-baby-spinach-sold-10-states-over-salmonella-fears-t160620
[9] https://abc7ny.com/food/dole-baby-spinach-recalled-due-to-possible-salmonella-issue/5462360/
[9] https://www.cnn.com/2019/08/13/health/dole-spinach-recall-salmonella/index.html
[8] https://www.nytimes.com/2019/08/04/health/pork-antibiotic-resistance-salmonella.html
[7] http://agroruralnoticias.com.ar/noticias_pagina.php?noticia=21875

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1160944819683954689
[1] https://twitter.com/i/web/status/1160243773479276545
[1] https://twitter.com/i/web/status/1160750311524458497
[1] https://twitter.com/i/web/status/1160679857526837248
[1] https://twitter.com/i/web/status/1160677681878458374

Top URLs in Tweet in G3:
[53] https://nbcnews.trib.al/E4jTbqg
[20] https://trib.al/3b13c0S
[14] https://www.today.com/health/dole-recalls-baby-spinach-sold-10-states-over-salmonella-fears-t160620
[3] https://trib.al/xb7DeSz
[1] https://twitter.com/i/web/status/1161110882518274048
[1] https://twitter.com/i/web/status/1161218787426918402
[1] https://twitter.com/i/web/status/1161049728349560833
[1] https://trib.al/eqesYVd
[1] https://twitter.com/i/web/status/1161098881805029376
[1] https://twitter.com/i/web/status/1161137569419157504

Top URLs in Tweet in G4:
[128] https://breaking911.com/alert-baby-spinach-sold-in-10-states-over-salmonella-fears/
[1] https://twitter.com/i/web/status/1160996749156028417

Top URLs in Tweet in G5:
[38] https://trib.al/xb7DeSz
[23] https://trib.al/eqesYVd
[18] https://abcnews.go.com/US/dole-recalls-baby-spinach-salmonella-risk/story?id=64933842
[5] http://abcnews.go.com/US/dole-recalls-baby-spinach-salmonella-risk/story?id=64933842
[1] https://twitter.com/i/web/status/1161064748944961536
[1] https://www.foodsafetynews.com/2019/08/dole-recalls-baby-spinach-products-after-state-test-shows-salmonella-in-a-sample/
[1] https://twitter.com/i/web/status/1161233188091584512

Top URLs in Tweet in G6:
[2] https://trib.al/hoR5ReM
[1] https://trib.al/dJJKEc7
[1] https://trib.al/MLovcDm
[1] https://trib.al/xb7DeSz

Top URLs in Tweet in G7:
[2] https://www.vox.com/science-and-health/2018/10/4/17936714/beef-recall-2018-salmonella
[1] https://twitter.com/i/web/status/1161412117775441924
[1] https://twitter.com/i/web/status/1161175532240871424
[1] https://twitter.com/i/web/status/1161165291981824000
[1] https://twitter.com/i/web/status/1161155599079542784
[1] https://twitter.com/i/web/status/1161169481038729216
[1] https://twitter.com/i/web/status/1161164564093906944
[1] https://twitter.com/i/web/status/1161177391793881088
[1] https://twitter.com/i/web/status/1161302170320408577
[1] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria

Top URLs in Tweet in G8:
[6] https://wjla.com/news/nation-world/dole-recalling-lots-of-baby-spinach-in-7-states-over-salmonella-concerns
[4] https://pittsburgh.cbslocal.com/2019/08/12/dole-recalls-baby-spinach/
[2] http://www.msn.com/en-us/health/health-news/dole-recalls-baby-spinach-for-salmonella-concern/ar-AAFHpZR?ocid=st
[2] https://www.foxnews.com/health/dole-baby-spinach-recall-salmonella?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1161336616537001984
[1] https://twitter.com/i/web/status/1161043204051034113
[1] https://www.yourphx.com/news/dole-recalls-baby-spinach-over-salmonella-concerns/
[1] https://twitter.com/i/web/status/1161013409682378753
[1] https://twitter.com/i/web/status/1161272460383281154
[1] https://twitter.com/i/web/status/1161192429334216704

Top URLs in Tweet in G10:
[44] https://www.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/?ftag=CNM-00-10aab7e&linkId=71911192
[18] https://www.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/
[3] https://www.nbcchicago.com/news/national-international/Dole-Baby-Spinach-Recall-Salmonella-537276161.html?_osource=SocialFlowTwt_CHBrand
[3] https://www.nbcchicago.com/news/national-international/Dole-Recalls-Baby-Spinach-For-Possible-Salmonella-Exposure-538226392.html?_osource=SocialFlowTwt_CHBrand
[2] https://www.nbcchicago.com/news/local/Officials-warn-of-potential-salmonella-exposure-at-Clearing-grocery-store-535195961.html?_osource=SocialFlowTwt_CHBrand
[2] https://wcbs880.radio.com/articles/dole-baby-spinach-recalled-over-possible-salmonella-contamination
[1] https://twitter.com/i/web/status/1161036431239913477
[1] https://twitter.com/i/web/status/1160988072068210690
[1] https://twitter.com/i/web/status/1160956058539630592

Top Domains
Top Domains in Tweet in Entire Graph:
[784] twitter.com
[169] trib.al
[136] breaking911.com
[92] cbsnews.com
[49] foxnews.com
[43] msn.com
[43] abc7ny.com
[36] today.com
[32] allrecipes.com
[29] go.com

Top Domains in Tweet in G1:
[245] twitter.com
[34] msn.com
[29] foxnews.com
[15] allrecipes.com
[14] com.ar
[14] cbsnews.com
[13] trib.al
[12] cnn.com
[11] foodsafetynews.com
[11] today.com

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

Top Domains in Tweet in G3:
[77] trib.al
[14] today.com
[6] twitter.com

Top Domains in Tweet in G4:
[128] breaking911.com
[1] twitter.com

Top Domains in Tweet in G5:
[61] trib.al
[23] go.com
[2] twitter.com
[1] foodsafetynews.com

Top Domains in Tweet in G6:
[5] trib.al

Top Domains in Tweet in G7:
[8] twitter.com
[2] vox.com
[1] theguardian.com
[1] reddit.com

Top Domains in Tweet in G8:
[7] twitter.com
[6] wjla.com
[4] cbslocal.com
[2] msn.com
[2] 6abc.com
[2] foxnews.com
[1] yourphx.com
[1] wtop.com
[1] foxbaltimore.com
[1] fox7austin.com

Top Domains in Tweet in G10:
[62] cbsnews.com
[8] nbcchicago.com
[3] twitter.com
[2] radio.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] salmonella
[75] recall
[41] dole
[24] spinach
[20] foodsafety
[15] food
[14] fda
[10] recalls
[9] nats
[8] fsma



Top Hashtags in Tweet in G1:
[24] salmonella
[20] dole
[17] recall
[9] spinach
[6] recalls
[6] food
[5] foodsafety
[5] fda
[4] recallalert
[3] health

Top Hashtags in Tweet in G5:
[1] recall
[1] dole

Top Hashtags in Tweet in G6:
[1] rt

Top Hashtags in Tweet in G7:
[1] r4today

Top Hashtags in Tweet in G8:
[1] babyspinach
[1] salmonella
[1] recall

Top Words
Top Words in Tweet in Entire Graph:
[1766] Words in Sentiment List#1: Positive
[4517] Words in Sentiment List#2: Negative
[50] Words in Sentiment List#3: Angry/Violent
[68893] Non-categorized Words
[75176] Total Words
[4019] salmonella
[1988] spinach
[1733] baby
[1620] dole
[1265] risk

Top Words in Tweet in G1:
[831] salmonella
[488] spinach
[424] dole
[412] baby
[229] recalls
[162] over
[143] concerns
[115] recalled
[111] due
[105] states

Top Words in Tweet in G2:
[849] salmonella
[845] spelling
[841] cookie
[840] dough
[836] risk
[831] worth
[831] getting
[828] unpopular
[828] opinion
[828] taking

Top Words in Tweet in G3:
[159] spinach
[158] baby
[156] dole
[154] salmonella
[146] sold
[146] 10
[146] states
[112] nbcnews
[91] over
[88] todayshow

Top Words in Tweet in G4:
[135] baby
[135] spinach
[134] alert
[128] sold
[128] 10
[128] states
[128] over
[128] salmonella
[128] fears
[126] breaking911

Top Words in Tweet in G5:
[105] abc
[98] dole
[98] baby
[98] spinach
[98] salmonella
[84] risk
[75] recalling
[61] cases
[61] expired
[61] over

Top Words in Tweet in G6:
[168] ounce
[86] dole
[86] baby
[86] spinach
[85] sold
[85] 10
[84] fresh
[84] vegetables
[84] issued
[84] voluntary

Top Words in Tweet in G7:
[66] chicken
[59] salmonella
[47] chlorine
[46] washed
[44] beef
[43] hormone
[43] helen121
[42] here
[42] injected
[42] rampant

Top Words in Tweet in G8:
[82] spinach
[81] baby
[68] dole
[60] salmonella
[40] over
[36] recall
[33] states
[31] recalled
[28] concerns
[28] due

Top Words in Tweet in G9:
[138] mentah
[138] atau
[138] separuh
[70] wanita
[70] hamil
[70] masak
[69] dilarang
[69] mengambil
[69] makanan
[69] ini

Top Words in Tweet in G10:
[75] baby
[75] spinach
[72] dole
[72] salmonella
[65] recalls
[62] random
[62] test
[62] finds
[61] cbsnews
[5] possible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1721] baby,spinach
[946] cookie,dough
[864] getting,salmonella
[840] risk,getting
[831] dough,worth
[828] unpopular,opinion
[828] opinion,cookie
[828] worth,taking
[828] taking,risk
[824] spelling,unpopular

Top Word Pairs in Tweet in G1:
[407] baby,spinach
[220] dole,recalls
[197] recalls,baby
[152] over,salmonella
[111] salmonella,concerns
[86] spinach,over
[85] dole,baby
[80] 10,states
[69] salmonella,risk
[65] spinach,due

Top Word Pairs in Tweet in G2:
[840] cookie,dough
[831] getting,salmonella
[828] unpopular,opinion
[828] opinion,cookie
[828] dough,worth
[828] worth,taking
[828] taking,risk
[828] risk,getting
[824] spelling,unpopular
[8] risk,salmonella

Top Word Pairs in Tweet in G3:
[158] baby,spinach
[146] spinach,sold
[146] sold,10
[146] 10,states
[110] nbcnews,dole
[87] dole,recalls
[87] recalls,baby
[87] states,over
[87] over,salmonella
[87] salmonella,fears

Top Word Pairs in Tweet in G4:
[135] baby,spinach
[128] spinach,sold
[128] sold,10
[128] 10,states
[128] states,over
[128] over,salmonella
[128] salmonella,fears
[127] alert,baby
[122] breaking911,alert
[8] recall,alert

Top Word Pairs in Tweet in G5:
[98] baby,spinach
[61] dole,recalling
[61] recalling,cases
[61] cases,baby
[61] spinach,expired
[61] expired,over
[61] over,risk
[61] risk,salmonella
[59] abc,dole
[23] dole,recalls

Top Word Pairs in Tweet in G6:
[86] baby,spinach
[85] spinach,sold
[84] dole,fresh
[84] fresh,vegetables
[84] vegetables,issued
[84] issued,voluntary
[84] voluntary,recall
[84] recall,baby
[84] sold,6
[84] 6,ounce

Top Word Pairs in Tweet in G7:
[43] chlorine,washed
[43] washed,chicken
[42] chicken,here
[42] here,hormone
[42] hormone,injected
[42] injected,beef
[42] beef,rampant
[42] rampant,salmonella
[42] salmonella,lack
[41] helen121,chlorine

Top Word Pairs in Tweet in G8:
[81] baby,spinach
[30] dole,baby
[22] spinach,bags
[22] bags,being
[22] being,recalled
[20] virginia,states
[20] states,dole
[20] recalled,over
[20] over,fears
[20] fears,salmonella

Top Word Pairs in Tweet in G9:
[138] mentah,atau
[138] atau,separuh
[70] separuh,masak
[69] wanita,hamil
[69] hamil,dilarang
[69] dilarang,mengambil
[69] mengambil,makanan
[69] makanan,ini
[69] ini,1
[69] 1,ayam

Top Word Pairs in Tweet in G10:
[75] baby,spinach
[65] dole,recalls
[65] recalls,baby
[62] spinach,random
[62] random,test
[62] test,finds
[62] finds,salmonella
[60] cbsnews,dole
[5] salmonella,exposure
[4] spinach,over

Top Replied-To
Top Replied-To in Entire Graph:
@spelling
@sadhana_stokes
@miss_salmonella
@desifrabeta
@xirwinscookiesx
@georgemonbiot
@lauracdelcerro
@naturodiaries
@salmonella_kin
@spain_sweden

Top Replied-To in G1:

Top Replied-To in G2:
@spelling
@lindsie_rose
@detectivebuster
@aftercloudia_

Top Replied-To in G3:
@syncny
@nbcnews

Top Replied-To in G5:
@abc

Top Replied-To in G7:
@jacob_rees_mogg
@man_toga_srs_aj
@southernpansy
@thethinker1958
@kinowords
@fabpaule
@bitcoin_is_bsv
@timofnewbury

Top Replied-To in G10:
@wcbs880
@cbsnews

Top Mentioned
Top Mentioned in Entire Graph:
@spelling
@breaking911
@nbcnews
@todayshow
@abc
@cnn
@kkmputrajaya
@cbsnews
@allanah_morales
@csp_news

Top Mentioned in G1:
@mignonbeau_
@bioinformaticsb
@mrsa_bio
@camlawnman
@william88849724
@righttoharm
@dzwiazkowy
@glade16
@sequencingdna
@todayshowhealth

Top Mentioned in G2:
@spelling
@ari_isnotsorry
@dylanreneau_
@emilyellison123
@ailishsazxox
@millhumphrey
@yvngrob510
@jaykrice
@cbradleyxxx

Top Mentioned in G3:
@nbcnews
@todayshow
@barntiques859
@abc
@wdtn
@cnni
@kare11
@kennethtemple_

Top Mentioned in G4:
@breaking911
@kgun9

Top Mentioned in G5:
@abc
@thetrumppage1
@cbsthismorning
@speakerreal

Top Mentioned in G6:
@cnn
@nytscience
@abc
@nbcnews

Top Mentioned in G7:
@helen121
@academyofrock
@elimodnar
@timofnewbury
@anne_other1
@cnn
@mmaher70
@brexitparty_uk
@bobreeduk
@frankiemac9

Top Mentioned in G8:
@nbcwashington
@fox5dc
@doletweets
@6abc
@bugcounter
@wtop
@benjaminchapman
@abc7news
@foxbaltimore
@kdka

Top Mentioned in G9:
@kkmputrajaya

Top Mentioned in G10:
@cbsnews
@nbcchicago
@nbcnews
@fox35news
@wcbs880

Top Tweeters
Top Tweeters in Entire Graph:
@salvesayson
@barntiques859
@wengcookie
@oldlady12345
@the_news_diva
@yuuji_k1
@pinkyfaye
@alllibertynews
@askmenfess
@harley_woody

Top Tweeters in G1:
@the_news_diva
@animesh1977
@drocktrot
@prpnews
@airiters
@israelnewslinks
@libreinfo
@barbara96913515
@usrealitycheck
@realtorjairo

Top Tweeters in G2:
@nuraz_wawa
@theoddgirl18
@safimaasai
@slenderroni
@obeytherealking
@s_alanna49
@nikesmilez
@kylieskinadidas
@collins3fresh
@finediime

Top Tweeters in G3:
@barntiques859
@oldlady12345
@yuuji_k1
@joleonbusby
@real_infinity95
@dhinakaranrajan
@duganjames
@sba1211
@soaprookie
@danriehl

Top Tweeters in G4:
@lovtoridemytrek
@b1e56df9ce6549f
@owlwoman911_
@repub9989
@mel_storni
@claralkatzenmai
@baseball31
@journeysnonnie
@rwilley112
@tweetwen115

Top Tweeters in G5:
@1chefdiva
@vernapolitics
@lllwry
@bellzwebster
@real_stephanie
@abc
@demiwufortrump
@septembers_song
@loveeveryone88
@ziembadenise

Top Tweeters in G6:
@kimvie
@tinamorphis
@sherazkhantt
@ikateufel
@cnn
@soulwhisper2016
@njmike731
@mycuzzinvinni
@therealgloria
@gerente_compras

Top Tweeters in G7:
@timofnewbury
@esme_hornbeam
@catherinemginn
@andrewonseeair
@wible1
@tsunami65
@lprivileged
@mickryder5
@helen121
@lizzjones18

Top Tweeters in G8:
@chris_1791
@hrblock_21
@tea_party_chris
@baronianconsult
@foxnews
@maddezmom
@wtop
@abc7news
@pa4taxpayers
@shegolegend

Top Tweeters in G9:
@elvirazman
@ayeemjemain
@xmajid30x
@dyahshm
@meramerameez
@aidasyzwna
@cikiqaaa
@afiqabdulrashid
@anne_mokhtar
@hanifomaryazid

Top Tweeters in G10:
@britonanddane
@rayann2320
@mobea
@tastynomnoms
@ant95four
@racuevas
@adekleine
@glorialaw5
@justkeyta
@cbsnews


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