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salmonella_2019-04-25_01-47-26.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2019
Short Description:
salmonella via NodeXL http://bit.ly/2KZplec
@samsykesswears
@philipaklein
@classiclib3ral
@egyptbuff
@jay_salsa
@happy_khan
@fdafood
@miss_salmonella
@gingerdavid92
@foodsafetygov

Top hashtags:
#salmonella
#onehealthkipm
#gut
#easter
#foodalert
#eggs
#foodsafety

Description:
Description
The graph represents a network of 5,705 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, 25 April 2019 at 08:48 UTC.

The requested start date was Thursday, 25 April 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 6-day, 5-hour, 17-minute period from Thursday, 18 April 2019 at 18:43 UTC to Thursday, 25 April 2019 at 00:01 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 : 5705
Unique Edges : 5585
Edges With Duplicates : 1012
Total Edges : 6597
Number of Edge Types : 3
Mentions : 3533
Replies to : 1092
Tweet : 1972
Self-Loops : 1972
Reciprocated Vertex Pair Ratio : 0.0202639019792648
Reciprocated Edge Ratio : 0.0397228637413395
Connected Components : 2256
Single-Vertex Connected Components : 1188
Maximum Vertices in a Connected Component : 400
Maximum Edges in a Connected Component : 760
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.752606
Graph Density : 0.000133061596763745
Modularity : 0.741142
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://www.food.gov.uk/news-alerts/alert/fsa-prin-14-2019
[25] https://trib.al/qpLUfA3
[24] https://medicalxpress.com/news/2019-04-gut-microbe-thwart-salmonella.html
[18] https://www.sciencedaily.com/releases/2019/04/190418141604.htm
[17] https://twitter.com/filipnilenius/status/976161046108037120
[15] https://www.huffpost.com/entry/safe-to-eat-dyed-easter-eggs_n_5abd31ffe4b003c304ca431f?ncid=tweetlnkushpmg00000067
[15] http://elestimulo.com/blog/salmonella-solamente-habita-en-el-pollo/
[11] https://www.cnn.com/2019/04/24/health/ice-cream-investigation-fda-bn/index.html
[10] https://www.kentlive.news/whats-on/shopping/asda-lidl-morrisons-urgently-recalling-2784205
[9] https://www.consumerreports.org/food-safety/precut-melon-possibly-tainted-with-salmonella/

Top URLs in Tweet in G1:
[15] https://www.sciencedaily.com/releases/2019/04/190418141604.htm
[13] https://www.food.gov.uk/news-alerts/alert/fsa-prin-14-2019
[10] https://www.kentlive.news/whats-on/shopping/asda-lidl-morrisons-urgently-recalling-2784205
[10] https://www.cnn.com/2019/04/24/health/ice-cream-investigation-fda-bn/index.html
[8] https://www.consumerreports.org/food-safety/precut-melon-possibly-tainted-with-salmonella/
[7] https://www.cdc.gov/features/salmonellaeggs/index.html
[6] https://medicalxpress.com/news/2019-04-gut-microbe-thwart-salmonella.html
[4] https://www.sciencedaily.com/releases/2019/04/190418141604.htm?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.sciencedaily.com/releases/2019/04/190418095201.htm?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.sciencedaily.com/releases/2019/04/190418095201.htm

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1119335302034751488
[1] https://twitter.com/i/web/status/1120368329640894466
[1] https://twitter.com/i/web/status/1119770659977138176

Top URLs in Tweet in G3:
[16] https://medicalxpress.com/news/2019-04-gut-microbe-thwart-salmonella.html
[4] https://medicalxpress.com/news/2019-04-method-salmonella-outbreaks.html
[4] https://people.com/food/raw-tuna-recalled-after-salmonella-outbreak/?utm_medium=social&utm_source=twitter.com&utm_campaign=peoplemagazine&xid=socialflow_twitter_peoplemag
[2] https://www.foodsafetymagazine.com/news/another-pre-cut-fruit-salmonella-outbreak-tied-to-caito-foods/#.XMBivopTaD4.twitter
[2] https://www.fda.gov/Safety/Recalls/ucm619886.htm?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1121165849954586625
[1] https://twitter.com/i/web/status/1118275734420639744
[1] https://twitter.com/i/web/status/1119270708427804678
[1] https://twitter.com/i/web/status/1119964394862055424
[1] https://twitter.com/i/web/status/1118861741033549824

Top URLs in Tweet in G4:
[25] https://trib.al/qpLUfA3
[6] https://www.webmd.com/food-recipes/food-poisoning/news/20190413/cut-melon-from-major-stores-may-carry-salmonella
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190417/raw-tuna-linked-to-salmonella-outbreak
[1] https://twitter.com/i/web/status/1120122551198527488
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190413/cut-melon-from-major-stores-may-carry-salmonella?ecd=soc_tw_190415_cons_news_cutmelonsalmonella&linkId=100000005856586
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190413/cut-melon-from-major-stores-may-carry-salmonella?ecd=soc_tw_190420_cons_news_cutmelonsalmonella&linkId=100000005876365
[1] https://twitter.com/i/web/status/1120011858432278529

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1120519100931956737
[1] https://twitter.com/i/web/status/1119185886451601409

Top URLs in Tweet in G6:
[3] https://msphere.asm.org/content/4/2/e00116-19
[1] https://dx.plos.org/10.1371/journal.ppat.1007741
[1] https://twitter.com/i/web/status/1119320086031077377
[1] https://twitter.com/i/web/status/1119922865883635712
[1] https://twitter.com/i/web/status/1118833186480386048
[1] https://twitter.com/i/web/status/1121046141913583617
[1] https://twitter.com/i/web/status/1119196452016627712
[1] https://twitter.com/i/web/status/1119946151220973568
[1] https://twitter.com/i/web/status/1121031795217182720
[1] https://twitter.com/i/web/status/1121017450764623872

Top URLs in Tweet in G7:
[1] https://twitter.com/666maupi/status/1118868119441879043

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1119962028087619584
[1] https://twitter.com/i/web/status/1119394946514083841
[1] https://twitter.com/i/web/status/1119799539148443648
[1] https://twitter.com/i/web/status/1119755081132531713
[1] https://twitter.com/i/web/status/1119483633406844928
[1] https://twitter.com/i/web/status/1119340595980513282

Top URLs in Tweet in G9:
[1] https://twitter.com/filipnilenius/status/976161046108037120

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1117409264845246465
[1] https://twitter.com/i/web/status/1116728288469118977
[1] https://www.facebook.com/100016576278427/videos/422587281637144/
[1] https://twitter.com/i/web/status/1117680389814775808
[1] https://twitter.com/i/web/status/1117239557836042242
[1] https://twitter.com/i/web/status/1115943806866612225
[1] https://twitter.com/i/web/status/1120956411305807873
[1] https://twitter.com/i/web/status/1116728802711748609
[1] https://twitter.com/i/web/status/1117703281608802304
[1] https://twitter.com/i/web/status/1120505875763027968

Top Domains
Top Domains in Tweet in Entire Graph:
[923] twitter.com
[79] gov.uk
[57] co.uk
[31] sciencedaily.com
[30] trib.al
[29] cdc.gov
[28] medicalxpress.com
[21] webmd.com
[20] huffpost.com
[19] cnn.com

Top Domains in Tweet in G1:
[357] twitter.com
[27] sciencedaily.com
[27] co.uk
[20] cdc.gov
[14] foodsafetynews.com
[13] gov.uk
[12] webmd.com
[12] cnn.com
[10] kentlive.news
[8] consumerreports.org

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

Top Domains in Tweet in G3:
[33] twitter.com
[20] medicalxpress.com
[4] fda.gov
[4] cdc.gov
[4] people.com
[2] usa.gov
[2] foodsafetymagazine.com
[1] fightbac.org
[1] gov.au
[1] msn.com

Top Domains in Tweet in G4:
[25] trib.al
[9] webmd.com
[2] twitter.com

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

Top Domains in Tweet in G6:
[16] twitter.com
[3] asm.org
[1] plos.org
[1] okt.to
[1] ac.uk
[1] biorxiv.org

Top Domains in Tweet in G7:
[1] twitter.com

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

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

Top Domains in Tweet in G10:
[11] twitter.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[200] salmonella
[52] onehealthkipm
[39] gut
[35] easter
[32] foodalert
[29] eggs
[28] foodsafety
[28] microbiota
[25] minsaúdeexplica
[22] outbreak



Top Hashtags in Tweet in G1:
[47] salmonella
[10] health
[7] foodsafety
[7] asda
[7] foodinstituteblog
[7] melons
[7] foodrecall2019
[7] asdarecallsproducts
[6] easter
[6] songsforeggs

Top Hashtags in Tweet in G3:
[57] salmonella
[17] outbreak
[16] gut
[12] easter
[10] foodsafety
[8] egg
[6] codexstandards
[6] blockchain
[4] nowreading
[2] melons

Top Hashtags in Tweet in G4:
[6] easter
[6] salmonella

Top Hashtags in Tweet in G6:
[12] plospathogens
[8] salmonella
[6] bioinformatics
[5] labweek
[3] t3ss
[1] bacteria
[1] msphere

Top Hashtags in Tweet in G10:
[50] onehealthkipm

Top Words
Top Words in Tweet in Entire Graph:
[1276] Words in Sentiment List#1: Positive
[3043] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[76634] Non-categorized Words
[80954] Total Words
[4080] salmonella
[588] food
[398] those
[371] died
[369] face

Top Words in Tweet in G1:
[1163] salmonella
[102] raw
[97] recalls
[90] outbreak
[84] listeria
[79] ice
[77] fda
[72] cream
[71] asda
[70] facilities

Top Words in Tweet in G2:
[359] salmonella
[355] face
[354] samsykesswears
[354] philipaklein
[353] plans
[353] regulate
[353] food
[353] slap
[353] those
[353] died

Top Words in Tweet in G3:
[111] tuna
[97] salmonella
[87] outbreak
[57] #salmonella
[54] people
[51] states
[51] recalled
[50] sushi
[49] jensen
[44] 13

Top Words in Tweet in G4:
[89] salmonella
[83] outbreak
[65] cut
[65] melon
[61] webmd
[59] pre
[57] consumer
[57] alert
[57] states
[40] major

Top Words in Tweet in G5:
[213] salmon
[142] god
[82] salmonella
[71] name
[71] disease
[71] yes
[71] exactly
[71] ew
[71] slides
[71] 20

Top Words in Tweet in G6:
[113] salmonella
[26] isolates
[24] enterica
[18] network
[18] properties
[18] epidemics
[18] 17
[18] 100
[18] using
[18] mlva

Top Words in Tweet in G7:
[69] quem
[69] gosta
[69] gema
[69] mole
[69] devia
[69] comer
[69] logo
[69] ovo
[69] cru
[69] tal

Top Words in Tweet in G8:
[49] salmonella
[42] foldablehuman
[35] meat
[34] gotta
[34] though
[34] absolute
[34] awe
[34] yes
[34] exists
[34] problem

Top Words in Tweet in G10:
[104] 4
[100] salmonella
[99] pengujian
[95] pembacaan
[92] media
[92] dan
[76] laboratorium
[62] mamuju
[60] bkipmmamuju
[56] bkipm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[366] died,salmonella
[362] slap,face
[362] face,those
[362] those,died
[354] plans,regulate
[354] regulate,food
[354] food,slap
[353] samsykesswears,philipaklein
[353] philipaklein,plans
[214] e,coli

Top Word Pairs in Tweet in G1:
[72] listeria,salmonella
[72] ice,cream
[68] salmonella,outbreak
[62] salmonella,found
[59] found,ice
[58] manufacturing,facilities
[57] cream,manufacturing
[56] asda,recalls
[54] cereal,bars
[41] helps,thwart

Top Word Pairs in Tweet in G2:
[353] samsykesswears,philipaklein
[353] philipaklein,plans
[353] plans,regulate
[353] regulate,food
[353] food,slap
[353] slap,face
[353] face,those
[353] those,died
[353] died,salmonella
[4] real,men

Top Word Pairs in Tweet in G3:
[47] jensen,tuna
[44] 7,states
[43] outbreak,13
[43] 13,people
[43] people,sick
[43] sick,salmonella
[43] salmonella,7
[43] states,ask
[43] ask,sushi
[43] sushi,made

Top Word Pairs in Tweet in G4:
[65] cut,melon
[59] pre,cut
[57] consumer,alert
[54] webmd,consumer
[49] salmonella,outbreak
[34] alert,pre
[34] melon,distributed
[34] distributed,major
[34] major,grocery
[34] grocery,chains

Top Word Pairs in Tweet in G5:
[71] god,name
[71] name,salmon
[71] salmon,salmon
[71] salmon,disease
[71] disease,salmonella
[71] salmonella,god
[71] god,yes
[71] yes,exactly
[71] exactly,salmon
[71] salmon,ew

Top Word Pairs in Tweet in G6:
[24] salmonella,enterica
[18] network,properties
[18] properties,salmonella
[18] salmonella,epidemics
[18] epidemics,17
[18] 17,100
[18] 100,salmonella
[18] salmonella,isolates
[18] isolates,using
[18] using,mlva

Top Word Pairs in Tweet in G7:
[69] quem,gosta
[69] gosta,gema
[69] gema,mole
[69] mole,devia
[69] devia,comer
[69] comer,logo
[69] logo,ovo
[69] ovo,cru
[69] cru,tal
[69] tal,qual

Top Word Pairs in Tweet in G8:
[34] gotta,though
[34] though,absolute
[34] absolute,awe
[34] awe,yes
[34] yes,salmonella
[34] salmonella,exists
[34] exists,problem
[34] problem,undercook
[34] undercook,meat
[33] foldablehuman,gotta

Top Word Pairs in Tweet in G10:
[70] pengujian,salmonella
[52] laboratorium,bkipm
[48] salmonella,di
[47] di,laboratorium
[47] bkipm,mamuju
[41] ke,media
[33] media,tsia
[33] pembacaan,media
[32] tsia,dan
[32] dan,lia

Top Replied-To
Top Replied-To in Entire Graph:
@classiclib3ral
@salmonella_7
@av_0812
@foldablehuman
@jenashleywright
@___salmonella
@sblver
@salmonella_kin
@aliefaliee
@robsilver

Top Replied-To in G2:
@chuckwendig
@samsykesswears
@philipaklein
@jdavatar

Top Replied-To in G3:
@us_fda
@fda
@asoantibiotics
@danlairdmd

Top Replied-To in G5:
@connorcjolley
@femmocollective
@glennfinito

Top Replied-To in G8:
@foldablehuman
@m_nerdskull
@thebiologistisn
@pedinska
@vl01761172
@guy_kl16
@stephanielahey
@uwebollocks
@kensing45
@kt_domino

Top Replied-To in G9:
@dogmanrespecter

Top Mentioned
Top Mentioned in Entire Graph:
@samsykesswears
@philipaklein
@newdadnotes
@xtalgem
@webmd
@bkipmmamuju
@bkipmbaubau
@cdcgov
@foodsafetygov
@eazyonme

Top Mentioned in G1:
@southernkimmy
@cholesterol_bio
@amandamiamour
@sequencingdna
@microbiologyb
@malvernlocal
@bioinformaticsb
@xo_marii
@studiothevenue

Top Mentioned in G2:
@philipaklein
@samsykesswears
@chuckwendig
@sweet_tweet_man
@sblackmoore

Top Mentioned in G3:
@cdcgov
@foodsafetygov
@us_fda
@medical_xpress
@fdafood
@faowhocodex
@buhler_group
@bizblockchainhq
@fight_bac
@fdacommissioner

Top Mentioned in G4:
@webmd
@todayshow
@medlineplus
@hotrocktv

Top Mentioned in G5:
@newdadnotes
@femmocollective
@disco_socialist

Top Mentioned in G6:
@jay_salsa
@t3ss2
@phagepapers
@mspherej
@happy_khan
@earlhaminst
@asmicrobiology
@biorxiv_micrbio
@varvarakozyreva
@thequadram

Top Mentioned in G7:
@xtalgem

Top Mentioned in G8:
@foldablehuman
@m_nerdskull
@nellachronism
@andronious
@thetattooedprof
@lizschwarzrn
@doctorragnarok
@uwebollocks
@justabloodygame

Top Mentioned in G9:
@joewchristman
@absurdnihilism
@bitemyapp
@atomicgarybusey
@insanityisfree
@raptros_
@bfomebranch
@onefiftyfivemm
@buuckethe4d
@spivonomist

Top Mentioned in G10:
@bkipmmamuju
@bkipmbaubau
@humasbkipm
@rinajanwar2201
@arsa
@bkipmgorontalo
@abdurrohman321

Top Tweeters
Top Tweeters in Entire Graph:
@pepsi_jpn
@pulpnews
@coventryupdate
@americanair
@oldlady12345
@rashidaldosari
@askmenfess
@womanfeeds
@vivacoid
@newsoneplace

Top Tweeters in G1:
@pulpnews
@newsoneplace
@thenewsglobe
@zyitegadgets
@mixfm_now
@my_amigouk
@razzletazzlemag
@liveedges
@dinamotracklist
@conteudoanimal

Top Tweeters in G2:
@misszindzi
@catawu
@michael2014abc
@mariayells
@wally_wests
@hijcp
@emccoy_writer
@elyse4design
@inpoco
@imtoomuch

Top Tweeters in G3:
@c_coolidge
@vivmilano
@people
@physorg_health
@tomvarghesejr
@grannyman2013
@canettoyant
@ghostcatbce
@physorg_com
@ms_tlovee

Top Tweeters in G4:
@oldlady12345
@joleonbusby
@shalisa_renee
@mark1952ind
@pfanderson
@anvil_gayltr
@healthpro49
@blumes15
@lamb83
@todayshow

Top Tweeters in G5:
@rashthedoctor
@creatrixtiara
@mscynmet
@disco_socialist
@paizurizilla
@contentedindie
@macmccanntx
@brando_smith
@tessa_stahlhut
@shootydoody

Top Tweeters in G6:
@pathogenomenick
@cjblondel
@zaminiqbal
@aphl
@livuni
@asmicrobiology
@mohamed3_abotal
@earlhaminst
@copypasteusa
@amy_kullas

Top Tweeters in G7:
@assig93
@reykkdj
@strongirlouis
@belugx
@rodrigo_th
@unexpwcted
@stwrzboy
@trevobieber
@poxathamis
@acartase

Top Tweeters in G8:
@jhamby
@hellblazerarts
@rosen_thorne
@discoscientist
@armckiddy
@justabloodygame
@uwebollocks
@tengu86
@thetattooedprof
@dmol8

Top Tweeters in G9:
@bitemyapp
@gabrielamadej
@prezcannady
@dogmanrespecter
@pearlriverflow
@insanityisfree
@lojikil
@buuckethe4d
@ksigmason
@ozkfodrotski

Top Tweeters in G10:
@humasbkipm
@bkipmbaubau
@batara_muhlis
@ilham_askar
@kadirmarlina
@dadang_yasin
@nurindasariii
@kadek24041983
@wahyudi10573429
@alwanawank


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