salmonella, Twitter, 8/14/2019 9:29:51 AM, 206735


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salmonella_2019-08-14_01-28-21.xlsx
salmonella_2019-08-14_01-28-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2YJvkua
@spelling
@nbcnews
@abc
@cbsnews
@real_infinity95
@todayshow
@cnni
@breaking911
@celestebyrne3
@connect1492

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

Description:
Description
The graph represents a network of 5,370 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, 14 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, 6-hour, 46-minute period from Sunday, 11 August 2019 at 17:12 UTC to Tuesday, 13 August 2019 at 23:58 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 : 5370
Unique Edges : 5253
Edges With Duplicates : 573
Total Edges : 5826
Number of Edge Types : 3
Tweet : 1504
Replies to : 622
Mentions : 3700
Self-Loops : 1504
Reciprocated Vertex Pair Ratio : 0.00848484848484849
Reciprocated Edge Ratio : 0.0168269230769231
Connected Components : 1642
Single-Vertex Connected Components : 933
Maximum Vertices in a Connected Component : 1130
Maximum Edges in a Connected Component : 1153
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.195492
Graph Density : 0.000144286480807644
Modularity : 0.769821
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[131] https://breaking911.com/alert-baby-spinach-sold-in-10-states-over-salmonella-fears/
[88] 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
[36] 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] http://www.msn.com/en-us/health/health-news/dole-recalls-baby-spinach-for-salmonella-concern/ar-AAFHpZR?ocid=st

Top URLs in Tweet in G1:
[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 G2:
[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
[13] 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.cbsnews.com/news/dole-baby-spinach-recall-in-10-states-after-random-test-finds-salmonella/
[8] https://www.nytimes.com/2019/08/04/health/pork-antibiotic-resistance-salmonella.html
[7] http://agroruralnoticias.com.ar/noticias_pagina.php?noticia=21875
[7] http://agrocampana.com.ar/noticias_pagina.php?noticia=21875
[7] 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

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:
[124] 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:
[39] https://trib.al/xb7DeSz
[21] 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:
[1] https://www.vox.com/science-and-health/2018/10/4/17936714/beef-recall-2018-salmonella
[1] https://twitter.com/i/web/status/1161175532240871424
[1] https://twitter.com/i/web/status/1161177391793881088
[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/1161165291981824000
[1] https://www.theguardian.com/world/2018/may/26/chicken-health-fear-chlorine-washing-fails-bacteria-tests-brexit-salmonella-listeria
[1] https://www.reddit.com/r/unitedkingdom/comments/awte6p/chlorine_washing_chicken_doesnt_actually_kill_all/

Top URLs in Tweet in G7:
[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 URLs in Tweet in G8:
[62] https://twitter.com/spelling/status/1160240824950710273
[1] https://twitter.com/i/web/status/1160728862864678913

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1160635859537997824
[1] https://twitter.com/i/web/status/1161161681856290822
[1] https://twitter.com/i/web/status/1161001415222923264
[1] https://twitter.com/i/web/status/1160998857536364544
[1] https://twitter.com/i/web/status/1160992987742126081
[1] https://twitter.com/i/web/status/1160629779562979330
[1] https://twitter.com/i/web/status/1160978449881796608
[1] https://twitter.com/i/web/status/1160867247746953217
[1] https://twitter.com/i/web/status/1160845023228944384
[1] https://twitter.com/i/web/status/1160811615249469440

Top URLs in Tweet in G10:
[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://www.yourphx.com/news/dole-recalls-baby-spinach-over-salmonella-concerns/
[1] https://twitter.com/i/web/status/1161272460383281154
[1] https://twitter.com/i/web/status/1161192429334216704
[1] https://twitter.com/i/web/status/1161232199733170176
[1] https://wtop.com/recalls/2019/08/dole-recalls-baby-spinach-over-salmonella-concerns/
[1] https://foxbaltimore.com/news/nation-world/dole-recalling-lots-of-baby-spinach-in-7-states-over-salmonella-concerns

Top Domains
Top Domains in Tweet in Entire Graph:
[820] twitter.com
[160] trib.al
[132] breaking911.com
[90] cbsnews.com
[49] foxnews.com
[42] msn.com
[38] abc7ny.com
[36] today.com
[29] go.com
[26] allrecipes.com

Top Domains in Tweet in G1:
[5] twitter.com

Top Domains in Tweet in G2:
[255] twitter.com
[33] msn.com
[29] foxnews.com
[14] com.ar
[13] foodsafetynews.com
[12] cbsnews.com
[11] today.com
[10] abc7ny.com
[10] allrecipes.com
[8] nytimes.com

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

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

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

Top Domains in Tweet in G6:
[6] twitter.com
[1] vox.com
[1] theguardian.com
[1] reddit.com

Top Domains in Tweet in G7:
[62] cbsnews.com
[8] nbcchicago.com
[3] twitter.com
[2] radio.com

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

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

Top Domains in Tweet in G10:
[6] 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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] salmonella
[71] recall
[41] dole
[22] spinach
[19] foodsafety
[15] food
[11] fda
[9] nats
[9] recalls
[8] dolebabyspinach



Top Hashtags in Tweet in G2:
[24] salmonella
[20] dole
[18] recall
[7] spinach
[6] food
[5] foodsafety
[5] recalls
[5] recallalert
[4] fda
[3] foxnews

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

Top Hashtags in Tweet in G6:
[1] r4today

Top Hashtags in Tweet in G10:
[1] babyspinach
[1] salmonella
[1] recall

Top Words
Top Words in Tweet in Entire Graph:
[1914] Words in Sentiment List#1: Positive
[4953] Words in Sentiment List#2: Negative
[50] Words in Sentiment List#3: Angry/Violent
[66638] Non-categorized Words
[73505] Total Words
[4249] salmonella
[1770] spinach
[1539] baby
[1514] risk
[1433] dole

Top Words in Tweet in G1:
[1125] salmonella
[1120] spelling
[1115] cookie
[1114] dough
[1108] risk
[1099] worth
[1099] getting
[1097] unpopular
[1097] opinion
[1096] taking

Top Words in Tweet in G2:
[818] salmonella
[455] spinach
[402] dole
[384] baby
[221] recalls
[151] over
[133] concerns
[109] due
[104] recalled
[98] states

Top Words in Tweet in G3:
[157] spinach
[156] baby
[154] dole
[153] salmonella
[144] sold
[144] 10
[144] states
[110] nbcnews
[91] over
[88] todayshow

Top Words in Tweet in G4:
[131] baby
[131] spinach
[130] alert
[124] sold
[124] 10
[124] states
[124] over
[124] salmonella
[124] fears
[122] breaking911

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

Top Words in Tweet in G6:
[60] chicken
[52] salmonella
[40] washed
[39] chlorine
[37] helen121
[37] here
[37] hormone
[37] injected
[37] beef
[37] rampant

Top Words in Tweet in G7:
[75] baby
[75] spinach
[72] dole
[72] salmonella
[65] recalls
[62] random
[62] test
[62] finds
[61] cbsnews
[5] possible

Top Words in Tweet in G8:
[65] salmonella
[63] t
[62] allanah_morales
[62] before
[62] ain
[62] even
[62] bad
[2] ate
[2] whole
[2] thing

Top Words in Tweet in G9:
[52] salmonella
[51] sadhana_stokes
[36] listeria
[35] good
[35] chlorine
[35] washing
[34] look
[34] kill
[34] merely
[34] makes

Top Words in Tweet in G10:
[75] spinach
[74] baby
[61] dole
[59] salmonella
[33] over
[32] states
[30] recalled
[30] recall
[28] concerns
[28] due

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1527] baby,spinach
[1229] cookie,dough
[1134] getting,salmonella
[1110] risk,getting
[1100] dough,worth
[1099] unpopular,opinion
[1097] opinion,cookie
[1097] worth,taking
[1097] taking,risk
[1093] spelling,unpopular

Top Word Pairs in Tweet in G1:
[1114] cookie,dough
[1099] getting,salmonella
[1097] unpopular,opinion
[1096] opinion,cookie
[1096] dough,worth
[1096] worth,taking
[1096] taking,risk
[1096] risk,getting
[1092] spelling,unpopular
[12] risk,salmonella

Top Word Pairs in Tweet in G2:
[378] baby,spinach
[212] dole,recalls
[187] recalls,baby
[139] over,salmonella
[103] salmonella,concerns
[81] spinach,over
[76] dole,baby
[74] 10,states
[68] salmonella,risk
[65] spinach,due

Top Word Pairs in Tweet in G3:
[156] baby,spinach
[144] spinach,sold
[144] sold,10
[144] 10,states
[108] nbcnews,dole
[87] dole,recalls
[87] recalls,baby
[87] states,over
[87] over,salmonella
[87] salmonella,fears

Top Word Pairs in Tweet in G4:
[131] baby,spinach
[124] spinach,sold
[124] sold,10
[124] 10,states
[124] states,over
[124] over,salmonella
[124] salmonella,fears
[123] alert,baby
[118] breaking911,alert
[8] recall,alert

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

Top Word Pairs in Tweet in G6:
[37] chlorine,washed
[37] washed,chicken
[37] chicken,here
[37] here,hormone
[37] hormone,injected
[37] injected,beef
[37] beef,rampant
[37] rampant,salmonella
[37] salmonella,lack
[36] helen121,chlorine

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[62] salmonella,before
[62] before,ain
[62] ain,t
[62] t,even
[62] even,bad
[61] allanah_morales,salmonella
[2] ate,whole
[2] whole,thing
[2] thing,cookie
[2] cookie,dough

Top Word Pairs in Tweet in G9:
[35] sadhana_stokes,good
[35] chlorine,washing
[34] good,look
[34] look,chlorine
[34] washing,kill
[34] kill,salmonella
[34] salmonella,listeria
[34] listeria,merely
[34] merely,makes
[33] fascinatorfun,sadhana_stokes

Top Word Pairs in Tweet in G10:
[74] baby,spinach
[29] dole,baby
[21] spinach,bags
[21] bags,being
[21] being,recalled
[20] salmonella,concerns
[19] virginia,states
[19] states,dole
[19] recalled,over
[19] over,fears

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

Top Replied-To in G1:
@spelling
@lindsie_rose
@detectivebuster
@aftercloudia_
@ari_isnotsorry

Top Replied-To in G2:

Top Replied-To in G3:
@syncny
@nbcnews

Top Replied-To in G5:
@abc

Top Replied-To in G6:
@man_toga_srs_aj
@fabpaule
@kinowords
@thethinker1958
@timofnewbury

Top Replied-To in G7:
@wcbs880
@cbsnews

Top Replied-To in G8:
@allanah_morales

Top Replied-To in G9:
@sadhana_stokes
@spain_sweden
@menziesgraeme
@macfullermac

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

Top Mentioned in G1:
@spelling
@ari_isnotsorry
@dylanreneau_
@emilyellison123
@ailishsazxox
@millhumphrey
@yvngrob510
@jaykrice
@cbradleyxxx
@chad_clayton

Top Mentioned in G2:
@mignonbeau_
@bioinformaticsb
@mrsa_bio
@camlawnman
@william88849724
@righttoharm
@dzwiazkowy
@glade16
@sequencingdna
@todayshowhealth

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

Top Mentioned in G4:
@breaking911
@kgun9

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

Top Mentioned in G6:
@helen121
@academyofrock
@elimodnar
@timofnewbury
@brexitparty_uk
@mmaher70
@cnn
@bbcr4today

Top Mentioned in G7:
@cbsnews
@nbcchicago
@nbcnews
@fox35news
@wcbs880

Top Mentioned in G8:
@allanah_morales
@mcnuggets_2037

Top Mentioned in G9:
@sadhana_stokes
@fascinatorfun
@bbcradioscot
@spain_sweden
@knoxtony
@katiec1314
@weecass1888
@macfullermac
@palayo
@indyclacksman

Top Mentioned in G10:
@nbcwashington
@doletweets
@6abc
@fox5dc
@wtop
@abc7news
@foxbaltimore
@kdka
@foxnews
@wsbt

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:
@nuraz_wawa
@theoddgirl18
@safimaasai
@slenderroni
@obeytherealking
@s_alanna49
@trmnblvck
@nikesmilez
@monsterandliar
@mysticmusicbox

Top Tweeters in G2:
@the_news_diva
@animesh1977
@drocktrot
@prpnews
@airiters
@israelnewslinks
@libreinfo
@barbara96913515
@usrealitycheck
@realtorjairo

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:
@timofnewbury
@esme_hornbeam
@catherinemginn
@cnn
@andrewonseeair
@wible1
@tsunami65
@lprivileged
@helen121
@lizzjones18

Top Tweeters in G7:
@britonanddane
@rayann2320
@mobea
@tastynomnoms
@ant95four
@racuevas
@adekleine
@glorialaw5
@justkeyta
@cbsnews

Top Tweeters in G8:
@_jaymcflyy
@watch_the_drive
@kjaanice
@mishalmarie
@lovechelsayy
@generalmillz_
@amzingly_me
@gottalove_chelz
@carmensaurusrex
@ceeloyal_

Top Tweeters in G9:
@safarisara
@shirleyyoung2
@nickstevenson63
@weecass1888
@matilda_w_
@katiec1314
@elaineyoung94
@fascinatorfun
@cyberscot
@palayo

Top Tweeters in G10:
@chris_1791
@hrblock_21
@tea_party_chris
@baronianconsult
@foxnews
@maddezmom
@wtop
@abc7news
@pa4taxpayers
@nbcwashington