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Listeria_2019-07-11_01-25-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2019
Description:
Description
The graph represents a network of 5,156 Twitter users whose tweets in the requested range contained "Listeria", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 11 July 2019 at 08:27 UTC.

The requested start date was Thursday, 11 July 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 3-day, 13-hour, 13-minute period from Sunday, 07 July 2019 at 10:47 UTC to Thursday, 11 July 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 : 5156
Unique Edges : 5218
Edges With Duplicates : 382
Total Edges : 5600
Number of Edge Types : 3
Tweet : 724
Mentions : 4432
Replies to : 444
Self-Loops : 724
Reciprocated Vertex Pair Ratio : 0.00531914893617021
Reciprocated Edge Ratio : 0.0105820105820106
Connected Components : 768
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 3134
Maximum Edges in a Connected Component : 3461
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.033745
Graph Density : 0.000177770721293885
Modularity : 0.737831
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?cmp=rss
[66] http://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+New+Content+(Feed)&utm_content=5d253cb38e73cc00016446c5&utm_medium=trueAnthem&utm_source=twitter
[66] https://www.cbsnews.com/news/how-investigators-cracked-blue-bell-listeria-outbreak-case/
[45] https://toronto.citynews.ca/2019/07/10/eat-smart-kale-salad-recall-listeria/
[32] https://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415
[28] https://www.foodsafetynews.com/2019/07/20-years-for-licking-ice-cream-0-years-for-10-listeria-illnesses-with-3-deaths/
[22] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247
[22] https://www.kitchenertoday.com/national-news/eat-smart-kale-salad-bags-recalled-due-to-possible-listeria-contamination-1577245
[15] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?__vfz=medium%3Dsharebar
[15] https://www.680news.com/2019/07/10/eat-smart-kale-salad-recall-listeria/

Top URLs in Tweet in G2:
[23] https://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415
[15] https://www.foodsafetynews.com/2019/07/20-years-for-licking-ice-cream-0-years-for-10-listeria-illnesses-with-3-deaths/
[15] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247
[11] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?__vfz=medium%3Dsharebar
[8] https://globalnews.ca/news/5478330/eat-smart-kale-salad-recall/
[5] https://twitter.com/GregAbbott_TX/status/1148100608945262593
[5] http://www.cbc.ca/1.5206247
[4] https://www.foodsafetynews.com/2019/07/raw-milk-cheese-recalled-because-of-risk-of-listeria-monocytogenes/
[4] https://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-07-09/eng/1562715652993/1562715655270
[4] https://toronto.citynews.ca/2019/07/10/eat-smart-kale-salad-recall-listeria/

Top URLs in Tweet in G3:
[7] https://www.cdc.gov/listeria/outbreaks/ice-cream-03-15/index.html
[2] https://www.wsj.com/articles/three-listeria-deaths-in-kansas-prompt-blue-bell-ice-cream-recall-1426349182
[2] https://www.usatoday.com/story/money/food/2019/07/01/growers-express-recalls-vegetables-trader-joes-other-stores/1621435001/
[1] https://twitter.com/i/web/status/1148948583774851073
[1] https://twitter.com/i/web/status/1148669180469829634
[1] https://twitter.com/ashleylynch/status/1148663900688175104
[1] https://twitter.com/i/web/status/1148669836160929792
[1] https://twitter.com/i/web/status/1148667027386589184
[1] https://twitter.com/i/web/status/1148670511074828289
[1] https://twitter.com/i/web/status/1148641413044822020

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1147106531462266880

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1148030313995624449
[1] https://twitter.com/i/web/status/1147421189708615685
[1] https://twitter.com/i/web/status/1146834305689088000

Top URLs in Tweet in G6:
[2] https://www.cbsnews.com/news/blue-bell-attempts-comeback-after-deadly-listeria-outbreak/
[1] https://twitter.com/GregAbbott_TX/status/1148100608945262593
[1] https://twitter.com/i/web/status/1148438856632623105
[1] https://twitter.com/i/web/status/1148297845402820608
[1] https://fortune.com/2015/09/25/blue-bell-listeria-recall/
[1] https://twitter.com/i/web/status/1148262673525760000
[1] https://twitter.com/i/web/status/1148268333801730055

Top URLs in Tweet in G7:
[21] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?cmp=rss
[5] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247
[1] http://www.cbc.ca/1.5206247
[1] https://twitter.com/i/web/status/1148905124103905280
[1] https://twitter.com/i/web/status/1148902419323138053
[1] https://twitter.com/i/web/status/1148895162333929477
[1] http://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+New+Content+(Feed)&utm_content=5d253cb38e73cc00016446c5&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/i/web/status/1148753756428877825
[1] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?cmp=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1148657232428576769

Top URLs in Tweet in G8:
[62] http://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+New+Content+(Feed)&utm_content=5d253cb38e73cc00016446c5&utm_medium=trueAnthem&utm_source=twitter
[22] https://www.kitchenertoday.com/national-news/eat-smart-kale-salad-bags-recalled-due-to-possible-listeria-contamination-1577245
[10] https://www.huffingtonpost.ca/entry/eat-smart-kale-salad-recall_ca_5d25bbdce4b07e698c432f32?ncid=tweetlnkcahpmg00000002
[9] http://www.ctvnews.ca/health/kale-salad-recall-cfia-issues-eat-smart-salad-product-warning-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d2651ec8e73cc0001645747&utm_medium=trueAnthem&utm_source=twitter
[8] http://www.ctvnews.ca/health/kale-salad-recall-cfia-issues-eat-smart-salad-product-warning-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d2612a30ca7240001cb0491&utm_medium=trueAnthem&utm_source=twitter
[8] http://www.ctvnews.ca/health/cfia-issues-food-recall-warning-of-eat-smart-salad-product-over-listeria-concerns-1.4501415?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d25cc5d0ca7240001cb007c&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.cbc.ca/news/health/eat-smart-kale-salad-recall-1.5206247?cmp=rss
[1] https://www.inspection.gc.ca/about-the-cfia/newsroom/food-recall-warnings/complete-listing/2019-07-09/eng/1562715652993/1562715655270

Top URLs in Tweet in G9:
[1] https://www.foodsafetynews.com/2019/07/20-years-for-licking-ice-cream-0-years-for-10-listeria-illnesses-with-3-deaths/
[1] https://twitter.com/BlindDensetsu/status/1144954255318671366

Top URLs in Tweet in G10:
[65] https://www.cbsnews.com/news/how-investigators-cracked-blue-bell-listeria-outbreak-case/
[4] https://www.foodsafetynews.com/2019/07/20-years-for-licking-ice-cream-0-years-for-10-listeria-illnesses-with-3-deaths/
[2] https://fortune.com/2015/09/25/blue-bell-listeria-recall/
[1] https://twitter.com/i/web/status/1148437492737159168
[1] https://twitter.com/i/web/status/1148434678338207745
[1] https://twitter.com/i/web/status/1148326841285058560
[1] https://twitter.com/i/web/status/1148318280450531329

Top Domains
Top Domains in Tweet in Entire Graph:
[434] twitter.com
[152] ctvnews.ca
[131] cbc.ca
[70] cbsnews.com
[50] foodsafetynews.com
[48] citynews.ca
[23] kitchenertoday.com
[18] trib.al
[17] globalnews.ca
[16] 680news.com

Top Domains in Tweet in G2:
[129] twitter.com
[33] ctvnews.ca
[33] cbc.ca
[28] foodsafetynews.com
[14] globalnews.ca
[8] fw.to
[5] gc.ca
[5] einnews.com
[5] citynews.ca
[5] google.com

Top Domains in Tweet in G3:
[56] twitter.com
[8] cdc.gov
[2] wsj.com
[2] cbsnews.com
[2] usatoday.com
[2] foodsafetynews.com
[2] fortune.com
[1] eater.com
[1] foodpoisonjournal.com

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

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

Top Domains in Tweet in G6:
[5] twitter.com
[2] cbsnews.com
[1] fortune.com

Top Domains in Tweet in G7:
[28] cbc.ca
[6] twitter.com
[1] ctvnews.ca

Top Domains in Tweet in G8:
[87] ctvnews.ca
[22] kitchenertoday.com
[10] huffingtonpost.ca
[6] cbc.ca
[1] gc.ca

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

Top Domains in Tweet in G10:
[65] cbsnews.com
[4] foodsafetynews.com
[4] twitter.com
[2] fortune.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] listeria
[31] cfiarecall
[29] foodsafety
[27] bluebell
[24] conservative
[24] death
[20] fems2019
[18] recall
[14] ottnews
[14] ottawa



Top Hashtags in Tweet in G2:
[12] listeria
[7] superfoods
[6] fems2019
[6] recall
[5] foodsafety
[3] food
[3] eatsmart
[3] eat
[3] smart
[2] kale

Top Hashtags in Tweet in G3:
[17] bluebell
[16] listeria
[3] icecream
[2] science
[2] texas
[1] tytlive
[1] hagendaas
[1] benandjerrys
[1] banananut
[1] donteatthatcrap

Top Hashtags in Tweet in G7:
[14] ottnews
[14] ottawa
[5] recall

Top Words
Top Words in Tweet in Entire Graph:
[2121] Words in Sentiment List#1: Positive
[7033] Words in Sentiment List#2: Negative
[23] Words in Sentiment List#3: Angry/Violent
[98891] Non-categorized Words
[108045] Total Words
[4430] listeria
[2789] blue
[2773] bell
[2593] people
[2585] ice

Top Words in Tweet in G1:
[2106] survive
[2106] 2015
[2106] blue
[2106] bell
[2106] listeria
[2106] crisis
[2106] ice
[2106] cream
[2106] contaminated
[2106] people

Top Words in Tweet in G2:
[424] listeria
[236] salad
[204] eat
[204] smart
[197] recalled
[188] kale
[101] due
[87] brand
[83] recall
[78] food

Top Words in Tweet in G3:
[222] gregabbott_tx
[205] listeria
[171] blue
[170] bell
[110] people
[62] killed
[58] ice
[55] cream
[42] executives
[39] same

Top Words in Tweet in G4:
[216] eu
[216] keeps
[216] forcing
[216] food
[216] safety
[216] standards
[216] want
[216] freedom
[216] salmonella
[216] listeria

Top Words in Tweet in G5:
[197] listeria
[197] bacteria
[197] mortal
[197] presente
[197] muchos
[197] alimentos
[197] infección
[197] bacteriana
[197] propaga
[197] consumo

Top Words in Tweet in G6:
[347] t
[186] listeria
[183] blue
[183] bell
[180] angryblacklady
[177] ice
[177] cream
[173] didn
[173] people
[173] eating

Top Words in Tweet in G7:
[181] listeria
[180] eat
[180] smart
[180] salad
[179] brand
[179] kale
[122] recalled
[106] recall
[93] sweet
[84] food

Top Words in Tweet in G8:
[153] salad
[136] eat
[136] smart
[136] listeria
[99] over
[99] concerns
[97] recall
[89] cfia
[89] issues
[89] warning

Top Words in Tweet in G9:
[84] menor
[84] edad
[84] entra
[84] supermercado
[84] lame
[84] helado
[84] devuelve
[84] congelador
[84] vídeo
[84] 14m

Top Words in Tweet in G10:
[72] jimmyjazz1968
[70] ice
[70] cream
[68] blue
[67] bell
[66] people
[65] literally
[65] killed
[65] three
[65] contaminated

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2767] blue,bell
[2579] ice,cream
[2124] bell,listeria
[2115] 2015,blue
[2110] listeria,crisis
[2109] cream,contaminated
[2107] survive,2015
[2107] crisis,ice
[2107] contaminated,people
[2107] people,seeking

Top Word Pairs in Tweet in G1:
[2106] survive,2015
[2106] 2015,blue
[2106] blue,bell
[2106] bell,listeria
[2106] listeria,crisis
[2106] crisis,ice
[2106] ice,cream
[2106] cream,contaminated
[2106] contaminated,people
[2106] people,seeking

Top Word Pairs in Tweet in G2:
[202] eat,smart
[142] kale,salad
[92] recalled,due
[80] smart,brand
[77] smart,kale
[71] salad,recalled
[58] ice,cream
[57] listeria,contamination
[56] listeria,monocytogenes
[56] possible,listeria

Top Word Pairs in Tweet in G3:
[170] blue,bell
[55] ice,cream
[55] people,listeria
[37] bell,executives
[36] plznostepon,gregabbott_tx
[35] gregabbott_tx,give
[35] give,same
[35] same,punishment
[35] punishment,blue
[35] executives,killed

Top Word Pairs in Tweet in G4:
[216] eu,keeps
[216] keeps,forcing
[216] forcing,food
[216] food,safety
[216] safety,standards
[216] standards,want
[216] want,freedom
[216] freedom,salmonella
[216] salmonella,listeria
[215] ijmad,eu

Top Word Pairs in Tweet in G5:
[197] listeria,bacteria
[197] bacteria,mortal
[197] mortal,presente
[197] presente,muchos
[197] muchos,alimentos
[197] alimentos,infección
[197] infección,bacteriana
[197] bacteriana,propaga
[197] propaga,consumo
[194] actualidadrt,listeria

Top Word Pairs in Tweet in G6:
[183] blue,bell
[177] ice,cream
[173] didn,t
[173] t,people
[173] people,listeria
[173] listeria,eating
[173] eating,blue
[173] bell,ice
[173] cream,don
[173] don,t

Top Word Pairs in Tweet in G7:
[180] eat,smart
[179] smart,brand
[169] kale,salad
[113] salad,recalled
[93] sweet,kale
[86] brand,kale
[84] food,recall
[84] brand,sweet
[58] cbcnews,eat
[57] cfia,issues

Top Word Pairs in Tweet in G8:
[136] eat,smart
[99] over,listeria
[99] listeria,concerns
[89] cfia,issues
[87] smart,salad
[87] salad,product
[72] issues,food
[72] food,recall
[72] recall,warning
[72] warning,eat

Top Word Pairs in Tweet in G9:
[84] menor,edad
[84] edad,entra
[84] entra,supermercado
[84] supermercado,lame
[84] lame,helado
[84] helado,devuelve
[84] devuelve,congelador
[84] congelador,vídeo
[84] vídeo,14m
[83] gominolasdpetro,menor

Top Word Pairs in Tweet in G10:
[70] ice,cream
[67] blue,bell
[65] bell,literally
[65] literally,killed
[65] killed,three
[65] three,people
[65] people,contaminated
[65] contaminated,ice
[65] cream,over
[65] over,5

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@listeria_ly
@fox4
@joaquincastrotx
@ilovebluebell
@angryblacklady
@marzgurl
@natlauter
@texasmonthly
@howroute

Top Replied-To in G3:
@gregabbott_tx
@ilovebluebell
@tejaswoman
@shot_dragon
@kellerpolice
@tjimjones
@3callfinagle
@bigmouthyank
@the_tx_patriot
@utchargertom

Top Replied-To in G6:
@angryblacklady
@shannonrwatts

Top Replied-To in G7:
@juliecwhan
@pbstarkok

Top Replied-To in G10:
@byyourlogic
@nsynck
@clairereswoman
@knifefightbears
@jimmyjazz1968

Top Mentioned
Top Mentioned in Entire Graph:
@ashlyntullis
@ijmad
@actualidadrt
@angryblacklady
@gregabbott_tx
@ctvnews
@gominolasdpetro
@cbcalerts
@jimmyjazz1968
@cbcnews

Top Mentioned in G1:
@ashlyntullis

Top Mentioned in G2:
@aimiessfriend
@thrillerkb
@hcs_govnl

Top Mentioned in G3:
@gregabbott_tx
@plznostepon
@karengeier
@ilovebluebell
@christopmaciuba
@veragorman
@michanconnor
@cuatrojoe
@larrycowan73
@john_royal

Top Mentioned in G4:
@ijmad

Top Mentioned in G5:
@actualidadrt

Top Mentioned in G6:
@angryblacklady
@tuflei
@shannonrwatts
@ringo_osu
@trollprincess
@ritaresarian
@mialynneb

Top Mentioned in G7:
@cbcalerts
@cbcnews
@ctvottawa
@cbcottawa
@cbckw891
@peady
@haligonia
@moneyhugger
@mad_mayday
@ctvnews

Top Mentioned in G8:
@ctvnews
@570news
@huffpostcanada
@gregccsmith
@cbcnb
@cbcalerts
@cbcnews

Top Mentioned in G9:
@gominolasdpetro

Top Mentioned in G10:
@jimmyjazz1968
@byyourlogic
@neoliberal_dad

Top Tweeters
Top Tweeters in Entire Graph:
@rodolfoxoliz
@durobelinda
@mlnangalama
@jondknight
@chuddles11
@chipotletweets
@rxbun
@catawu
@jenkers_en
@n7irl

Top Tweeters in G1:
@harlemgetsmoney
@_youngcr7
@arash_n7
@juwopp1017
@boulwiththejawn
@kissmypink_x
@dominiquelaroux
@yay_itsrai
@chickenovathots
@heyyholls

Top Tweeters in G2:
@jondknight
@jenkers_en
@latestcanada
@pops131
@crweworld
@infoitsalute
@trendolizer
@denovofarms
@followthatband
@_deardiaryyy

Top Tweeters in G3:
@catawu
@politicalbee
@shasta_otter
@burnodo
@complex
@crazy8adella
@usatoday
@jlownlaw
@samholloway1
@abc7ny

Top Tweeters in G4:
@thestephenralph
@jeannebartram
@dementedbonxie
@jrtomlinauthor
@johnedginton
@shirleymcbrinn
@annetteashley61
@esme_hornbeam
@markrowantree
@samljpage

Top Tweeters in G5:
@rodolfoxoliz
@durobelinda
@actualidadrt
@fandolini
@rkastrejon
@martinesprisci
@dokanshinkarate
@marina0404
@yucatanall
@loretrul

Top Tweeters in G6:
@rxbun
@n7irl
@rachel_mcrea
@kenkircher1
@blogdiva
@jhamby
@jameskthompson1
@angryblacklady
@m5b1tch
@lltwing

Top Tweeters in G7:
@1loriking
@natricer
@peady
@can_ada
@akimcampbell
@mariem201
@cbcnews
@cjcboi
@davwain1
@garden_nome1

Top Tweeters in G8:
@wesleycoughlan
@huffpostcanada
@ctvnews
@ctvatlantic
@nenavonbogen
@marciasgreen
@meeganreadcbc
@570news
@vocmnews
@kathycaissie

Top Tweeters in G9:
@javiermartin1e
@cescept
@joseenpeco
@espartano_esp
@tinitun
@jesussoriad
@rosenrod
@joseisllanio
@krlos_mg
@david_laviana

Top Tweeters in G10:
@quicksandbuddy
@plankysmith
@turnageb
@section_8_condo
@holachola
@concordantly
@blakfire40
@supertwaddle
@eshalegal
@kamilumin