covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR sausages OR sausage OR hamburgers OR beefburgers OR burgers OR abattoir OR factory OR slaughterhouse OR slaughter until:2020-05-13, Twitter, 5/17/2020 2:30:39 PM, 226811
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covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR saus
covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR saus
View an interactive version of this graph (experimental)
From:
scotpublichealth
Uploaded on:
May 17, 2020
Short Description:
covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR sausages OR sausage OR hamburgers OR beefburgers OR burgers OR abattoir OR factory OR slaughterhouse OR slaughter until:2020-05-13 via NodeXL https://bit.ly/3bGAt7I
@rbreich
@maddow
@petebuttigieg
@to

Description:
Description
The graph represents a network of 17,754 Twitter users whose recent tweets contained "covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR sausages OR sausage OR hamburgers OR beefburgers OR burgers OR abattoir OR factory OR slaughterhouse OR slaughter until:2020-05-13", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 17 May 2020 at 12:07 UTC.

The tweets in the network were tweeted over the 9-hour, 33-minute period from Tuesday, 12 May 2020 at 14:26 UTC to Tuesday, 12 May 2020 at 23:59 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 : 17754
Unique Edges : 21937
Edges With Duplicates : 1063
Total Edges : 23000
Self-Loops : 2114
Reciprocated Vertex Pair Ratio : 0.00303490136570561
Reciprocated Edge Ratio : 0.00605143721633888
Connected Components : 1836
Single-Vertex Connected Components : 1045
Maximum Vertices in a Connected Component : 13630
Maximum Edges in a Connected Component : 18585
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.899268
Graph Density : 6.50122481984189E-05
Modularity : 0.869285
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 17,754 Twitter users whose recent tweets contained "covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR sausages OR sausage OR hamburgers OR beefburgers OR burgers OR abattoir OR factory OR slaughterhouse OR slaughter until:2020-05-13", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 17 May 2020 at 12:07 UTC.

The tweets in the network were tweeted over the 9-hour, 33-minute period from Tuesday, 12 May 2020 at 14:26 UTC to Tuesday, 12 May 2020 at 23:59 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk AND (meat OR pork OR beef OR sausages OR sausage OR hamburgers OR beefburgers OR burgers OR abattoir OR factory OR slaughterhouse OR slaughter until:2020-05-13
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[428] https://www.latimes.com/world-nation/story/2020-05-12/china-cuts-australian-beef-imports-coronavirus-tension
[418] https://trib.al/Zb9tmlu
[252] https://www.9news.com.au/national/coronavirus-china-suspends-meat-imports-from-four-australian-abattoirs-amid-covid19-trade-tensions/95052d42-dc15-42fb-a5d9-9a16d47835bd?ocid=Social-9News
[171] https://www.foxnews.com/world/china-suspends-australian-beef-imports-as-public-spat-over-coronavirus-origin-heats-up
[138] https://www.businessinsider.com/mask-factory-cancels-trump-visit-over-coronavirus-spread-concerns-2020-5?r=US&IR=T
[127] https://www.foxnews.com/tech/tesla-elon-musk-factory-reopens-california-coronavirus-tweet
[87] https://www.independent.co.uk/environment/coronavirus-meat-animal-farming-pandemic-disease-wet-markets-a9505626.html
[69] https://www.dailykos.com/story/2020/5/12/1944596/-After-Trump-executive-order-COVID-19-cases-soar-40-in-counties-with-meat-processing-plants?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[65] https://swarajyamag.com/politics/coronavirus-may-have-stopped-india-but-beef-mafia-is-still-operating-like-nobodys-business
[56] https://www.foxnews.com/auto/tesla-elon-musk-factory-reopens-california-coronavirus-tweet

Top URLs in Tweet in G1:
[2] https://www.businessinsider.com/tyson-4500-covid-19-cases-as-meat-industry-blames-workers-2020-5
[1] https://www.cbsnews.com/news/meatpackers-coronavirus-familes-sue-employers-covid-19/
[1] https://advocacy.organicconsumers.org/page/18832/action/1?en_chan=tw&locale=en-US&ea.tracking.id=twitter&en_ref=11310540
[1] https://www.businessinsider.com/lindsey-graham-congress-coronavirus-unemployment-benefit-over-our-dead-bodies-2020-4?r=US&IR=T
[1] https://www.reuters.com/article/us-health-coronavirus-usa-meatpacking-an-idUSKBN22N0IN

Top URLs in Tweet in G2:
[1] https://www.dw.com/en/opinion-coronavirus-highlights-scandalous-conditions-in-germanys-meat-industry/a-53397570

Top URLs in Tweet in G3:
[3] https://www.reuters.com/article/us-health-coronavirus-usa-meatpacking-an-idUSKBN22N0IN
[3] https://www.businessinsider.com/mask-factory-cancels-trump-visit-over-coronavirus-spread-concerns-2020-5?r=US&IR=T
[3] https://www.motherjones.com/food/2020/05/republicans-keep-blaming-workers-for-coronavirus-outbreaks-at-meat-plants/
[1] https://www.washingtonpost.com/nation/2020/04/23/factory-masks-coronavirus-ppe/?tid=lk_inline_manual_3&itid=lk_inline_manual_3
[1] https://www.nytimes.com/interactive/2020/05/09/us/coronavirus-cases-nursing-homes-us.html
[1] https://www.idahopress.com/kuna/news/kuna-meat-processing-plant-under-investigation-for-workers-death/article_daacd243-60c9-58da-be50-13f5af738118.html
[1] https://www.sfchronicle.com/business/article/Tesla-restarts-Fremont-car-manufacturing-despite-15262292.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.marketwatch.com/story/health-chief-quits-after-coronavirus-crisis-at-colorado-meatpacking-plant-2020-05-11?reflink=mw_share_twitter
[1] https://www.theguardian.com/environment/2018/jul/05/amputations-serious-injuries-us-meat-industry-plant
[1] https://www.nytimes.com/2020/04/15/us/coronavirus-south-dakota-meat-plant-refugees.html

Top URLs in Tweet in G4:
[49] https://www.businessinsider.com/mask-factory-cancels-trump-visit-over-coronavirus-spread-concerns-2020-5?r=US&IR=T
[26] https://clicktotweet.com/zjf2i+
[18] https://www.reuters.com/article/us-health-coronavirus-usa-meatpacking-an/as-u-s-meat-workers-fall-sick-and-supplies-dwindle-exports-to-china-soar-idUSKBN22N0IN
[15] https://www.foxnews.com/world/china-suspends-australian-beef-imports-as-public-spat-over-coronavirus-origin-heats-up
[13] https://www.foxnews.com/politics/house-coronavirus-relief-bill-to-reach-3t
[12] https://www.dailykos.com/stories/2020/5/12/1944596/-After-Trump-executive-order-COVID-19-cases-soar-40-in-counties-with-meat-processing-plants
[10] https://www.breitbart.com/politics/2020/05/12/china-slashes-australian-beef-barley-imports-after-warning-against-coronavirus-probe/
[9] https://www.news.com.au/national/politics/coronavirus-chinas-bastard-act-against-australia-after-suspending-meat-imports/news-story/076690fc101e823426fe8c075c9e6539
[9] https://www.foxnews.com/auto/tesla-elon-musk-factory-reopens-california-coronavirus-tweet
[9] https://www.latimes.com/business/story/2020-05-12/how-coronavirus-disrupted-california-meat-plants

Top URLs in Tweet in G5:
[424] https://www.latimes.com/world-nation/story/2020-05-12/china-cuts-australian-beef-imports-coronavirus-tension
[411] https://trib.al/Zb9tmlu
[248] https://www.9news.com.au/national/coronavirus-china-suspends-meat-imports-from-four-australian-abattoirs-amid-covid19-trade-tensions/95052d42-dc15-42fb-a5d9-9a16d47835bd?ocid=Social-9News
[36] https://www.latimes.com/business/story/2020-05-12/how-coronavirus-disrupted-california-meat-plants
[7] https://www.reuters.com/article/us-australia-china-beef/china-halts-beef-imports-from-four-australian-firms-as-covid-19-spat-sours-trade-idUSKBN22O0FB
[6] https://www.latimes.com/business/story/2020-05-11/tesla-musk-coronavirus-factory
[2] https://www.latimes.com/world-nation/story/2020-05-08/coronavirus-outbreak-tyson-plant-iowa
[2] https://www.reuters.com/article/us-health-coronavirus-usa-meatpacking-an/as-us-meat-workers-fall-sick-and-supplies-dwindle-exports-to-china-soar-idUSKBN22N0IN
[2] http://rssfeeds.usatoday.com/~/623768034/0/usatodaycomwashington-topstories~Donald-Trump-to-visit-Allentown-Pennsylvania-factory-as-he-pushes-message-on-reopening/
[2] https://www.cbc.ca/news/canada/calgary/3rd-covid-19-death-cargill-meat-processing-plant-high-river-1.5565265?cmp=rss

Top URLs in Tweet in G6:
[3] https://www.theguardian.com/world/2020/may/10/coronavirus-america-meat-food-system-farming?CMP=twt_a-environment_b-gdneco
[2] https://apple.news/AmTep5QVhSO6lTcwabOR05w
[2] https://www.rawstory.com/2020/05/pennsylvania-factory-asked-trump-not-to-visit-because-they-worried-it-might-spread-coronavirus/
[1] https://www.bloomberg.com/news/articles/2020-05-11/u-s-meat-plant-areas-see-virus-spreading-at-twice-national-rate?sref=qN0DZypA
[1] https://www.fresnobee.com/news/coronavirus/article242541001.html
[1] https://edition.cnn.com/2020/05/04/us/triumph-foods-outbreak-missouri/index.html
[1] https://www.thedenverchannel.com/news/coronavirus/refrigerator-truck-brought-to-morgan-county-to-store-bodies-of-covid-19-victims
[1] https://siouxcityjournal.com/news/local/flood-of-covid-19-patients-strain-sioux-city-hospitals-with-local-hospitalization-rate-double-u/article_d4d1d3fd-a1ec-5ea8-8307-598cdd788187.html#tracking-source=home-top-story
[1] https://eu.usatoday.com/in-depth/news/investigations/2020/04/22/meat-packing-plants-covid-may-force-choice-worker-health-food/2995232001/
[1] https://katv.com/news/coronavirus/despite-multiple-meat-plants-closed-due-to-covid-19-professor-says-state-not-effected

Top URLs in Tweet in G7:
[26] https://www.usnews.com/news/best-states/missouri/articles/2019-06-09/efforts-to-restrict-foreign-ownership-of-us-farmland-grow
[18] https://www.businessinsider.com/mask-factory-cancels-trump-visit-over-coronavirus-spread-concerns-2020-5?r=US&IR=T
[8] https://www.theverge.com/2020/5/11/21255149/elon-musk-tesla-fremont-factory-reopen-order-arrest-alameda?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[7] https://www.foxnews.com/auto/tesla-elon-musk-factory-reopens-california-coronavirus-tweet
[6] https://www.inquirer.com/health/coronavirus/coronavirus-trump-pennsylvania-ppe-factory-20200511.html
[3] https://www.dailykos.com/stories/2020/5/12/1944596/-After-Trump-executive-order-COVID-19-cases-soar-40-in-counties-with-meat-processing-plants
[3] https://www.theverge.com/2020/5/11/21255149/elon-musk-tesla-fremont-factory-reopen-order-arrest-alameda?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://trib.al/Y3YmaRf
[2] https://www.latimes.com/business/story/2020-05-11/tesla-musk-coronavirus-factory
[2] https://www.thedailynewsonline.com/top_story/cuomo-calls-on-washington-to-act-smartly/article_def3917c-be55-5bb3-9189-5ad0c96f96fe.html

Top URLs in Tweet in G8:
[25] https://thehill.com/blogs/blog-briefing-room/news/497462-maruchan-ramen-noodle-factory-confirms-cases-of-coronavirus
[9] https://www.livekindly.co/pork-production-drops-by-50-coronavirus/
[9] https://www.businessinsider.com/mask-factory-cancels-trump-visit-over-coronavirus-spread-concerns-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter&r=US&IR=T
[7] https://www.businessinsider.com/tyson-4500-covid-19-cases-as-meat-industry-blames-workers-2020-5?r=US&IR=T
[7] https://www.treehugger.com/green-food/plant-based-meat-companies-are-sizzling-hot-right-now.html
[6] https://www.latimes.com/business/story/2020-05-12/how-coronavirus-disrupted-california-meat-plants
[6] https://www.livekindly.co/covid-19-meat-industry-billions/
[6] https://www.livekindly.co/dairy-cows-becoming-meat-covid-19-meat-shortage/
[5] https://thehill.com/changing-america/well-being/longevity/496844-coronavirus-cases-at-iowa-meat-plant-top-1000-same-day
[5] https://www.businessinsider.com/tyson-4500-covid-19-cases-as-meat-industry-blames-workers-2020-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter&r=US&IR=T

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/opinions/2020/05/11/jonathan-safran-foer-meat-is-not-essential-why-are-we-killing-it/?arc404=true

Top URLs in Tweet in G10:
[142] https://www.foxnews.com/world/china-suspends-australian-beef-imports-as-public-spat-over-coronavirus-origin-heats-up
[26] https://www.foxnews.com/auto/tesla-elon-musk-factory-reopens-california-coronavirus-tweet
[12] http://www.leparisien.fr/societe/coronavirus-onze-nouveaux-cas-positifs-dans-l-abattoir-de-volailles-en-vendee-12-05-2020-8315904.php
[6] https://www.cnbc.com/2020/05/09/elon-musk-says-tesla-will-move-its-headquarters-amid-fremont-factory-shutdown-due-to-coronavirus.html
[2] https://www.wtkr.com/news/national/coronavirus/trump-tweets-support-for-elon-musk-as-tesla-ceo-reopens-factory-in-defiance-of-california-law
[1] https://www.reuters.com/article/us-australia-china-beef/china-suspends-imports-from-four-australian-abattoirs-as-spat-sours-trade-idUSKBN22O0FB
[1] http://www.nickyusa.com/
[1] https://eu.usatoday.com/in-depth/news/nation/2020/05/11/americas-food-chain-small-meatpacking-plant-adjusts-coronavirus/3053884001/
[1] https://trib.al/Zb9tmlu
[1] https://www.nationalreview.com/news/coercion-mode-mp-claims-chinas-ban-on-australian-beef-is-retaliation-for-coronavirus-transparency-demand/

Top Domains
Top Domains in Tweet in Entire Graph:
[498] latimes.com
[453] trib.al
[400] foxnews.com
[344] com.au
[223] businessinsider.com
[195] reuters.com
[148] co.uk
[128] twitter.com
[110] dailykos.com
[87] breitbart.com

Top Domains in Tweet in G1:
[3] businessinsider.com
[1] cbsnews.com
[1] organicconsumers.org
[1] reuters.com

Top Domains in Tweet in G2:
[1] dw.com

Top Domains in Tweet in G3:
[3] reuters.com
[3] businessinsider.com
[3] motherjones.com
[2] nytimes.com
[1] washingtonpost.com
[1] idahopress.com
[1] sfchronicle.com
[1] marketwatch.com
[1] theguardian.com

Top Domains in Tweet in G4:
[73] organicconsumers.org
[72] businessinsider.com
[55] foxnews.com
[50] reuters.com
[46] twitter.com
[34] co.uk
[26] clicktotweet.com
[24] washingtonpost.com
[23] com.au
[20] dw.com

Top Domains in Tweet in G5:
[470] latimes.com
[414] trib.al
[254] com.au
[9] reuters.com
[3] twitter.com
[3] cbc.ca
[2] usatoday.com
[1] washingtonpost.com
[1] scmp.com
[1] kansascity.com

Top Domains in Tweet in G6:
[5] theguardian.com
[2] apple.news
[2] rawstory.com
[1] bloomberg.com
[1] fresnobee.com
[1] cnn.com
[1] thedenverchannel.com
[1] siouxcityjournal.com
[1] usatoday.com
[1] katv.com

Top Domains in Tweet in G7:
[26] usnews.com
[23] businessinsider.com
[13] theverge.com
[8] foxnews.com
[6] reuters.com
[6] inquirer.com
[4] twitter.com
[3] trib.al
[3] dailykos.com
[3] nytimes.com

Top Domains in Tweet in G8:
[34] livekindly.co
[32] thehill.com
[29] businessinsider.com
[8] latimes.com
[8] twitter.com
[8] globalnews.ca
[7] treehugger.com
[6] reuters.com
[6] co.uk
[6] reason.com

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

Top Domains in Tweet in G10:
[169] foxnews.com
[14] leparisien.fr
[6] cnbc.com
[2] wtkr.com
[1] reuters.com
[1] nickyusa.com
[1] usatoday.com
[1] trib.al
[1] nationalreview.com
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[932] covid19
[383] coronavirus
[300] china
[253] 9news
[155] foxnews
[133] australia
[132] meat
[113] takeaction
[110] banyulin
[105] dogcatmeattrade



Top Hashtags in Tweet in G1:
[2] trumpt
[1] whiteprivilege
[1] covidー19
[1] takeaction

Top Hashtags in Tweet in G2:
[8] germany
[4] nrw
[4] coronavirus
[3] tönnis
[1] genocidejohnson
[1] breaking
[1] cosefeld
[1] slaughterhouse

Top Hashtags in Tweet in G3:
[2] covid19
[2] coronavirus
[2] feedamerica
[1] smartnews
[1] ny
[1] economicpackage
[1] china
[1] stimuluspackage
[1] potus
[1] feedthenation

Top Hashtags in Tweet in G4:
[101] takeaction
[93] covid19
[57] coronavirus
[21] foxnews
[20] smartnews
[19] tesla
[17] covidー19
[13] meat
[12] elonmusk
[11] china

Top Hashtags in Tweet in G5:
[248] 9news
[22] covid19
[21] china
[13] australia
[6] australian
[6] covidー19
[5] barley
[4] beef
[3] reopen
[3] coronavirus

Top Hashtags in Tweet in G6:
[4] senatehearing
[4] coronavirus
[4] covid19
[1] maga
[1] smartnews
[1] nebraska
[1] ne02

Top Hashtags in Tweet in G7:
[28] covid19
[23] breaking
[15] coronavirus
[7] tesla
[6] covid
[5] california
[3] deepstate
[3] secretspaceprogram
[3] foxnews
[3] covid_19

Top Hashtags in Tweet in G8:
[110] banyulin
[109] china
[105] dogcatmeattrade
[100] report
[96] covid19
[89] wetmarkets
[72] crucial
[50] coronavirus
[36] imperative
[32] meat

Top Hashtags in Tweet in G10:
[13] china
[13] beef
[13] australia
[3] covid19
[2] meat
[2] covid
[1] barley
[1] coronavirus
[1] deconfinement
[1] food

Top Words
Top Words in Tweet in Entire Graph:
[14200] Words in Sentiment List#1: Positive
[20765] Words in Sentiment List#2: Negative
[99] Words in Sentiment List#3: Angry/Violent
[517185] Non-categorized Words
[552151] Total Words
[6742] coronavirus
[6218] china
[5593] meat
[5538] workers
[4984] factory

Top Words in Tweet in G1:
[2926] cases
[2924] new
[1636] covid
[1632] factory
[1627] workers
[1624] musk
[1623] elon
[1621] t
[1464] reopen
[1462] march

Top Words in Tweet in G2:
[2590] killed
[2590] uk
[1296] today
[1295] coronavirus
[1295] deaths
[1295] italy
[1295] spain
[1295] russia
[1295] china
[1295] turkey

Top Words in Tweet in G3:
[1259] workers
[1254] meat
[1244] china
[1241] risk
[1241] lives
[1240] president
[1239] forcing
[1239] america
[1239] continue
[1239] processing

Top Words in Tweet in G4:
[394] meat
[381] covid
[356] factory
[323] 19
[307] coronavirus
[206] plants
[169] processing
[161] more
[152] s
[139] workers

Top Words in Tweet in G5:
[1603] china
[1259] australian
[1130] imports
[1124] beef
[1018] coronavirus
[837] cuts
[684] tensions
[575] inquiry
[540] calls
[424] escalate

Top Words in Tweet in G6:
[1782] plants
[1760] meatpacking
[916] president
[911] coronavirus
[889] trump
[886] spread
[884] more
[883] u
[882] s
[880] first

Top Words in Tweet in G7:
[457] t
[356] realdonaldtrump
[347] s
[331] factory
[323] elonmusk
[290] tesla
[232] trump
[223] workers
[213] up
[210] back

Top Words in Tweet in G8:
[308] meat
[272] s
[230] covid
[211] 19
[210] workers
[200] #covid19
[191] meatpacking
[186] coronavirus
[170] plants
[164] please

Top Words in Tweet in G9:
[594] coronavirus
[578] one
[578] factory
[577] patient
[577] infected
[577] 533
[577] people
[577] fish
[577] ghana
[17] t

Top Words in Tweet in G10:
[162] china
[143] coronavirus
[140] imports
[139] origin
[138] suspends
[138] over
[137] beef
[132] australian
[125] public
[125] spat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2610] killed,uk
[2451] meatpacking,plants
[2451] covid,19
[2243] elon,musk
[1937] u,s
[1642] cases,covid
[1617] confirmed,cases
[1610] aren,t
[1599] health,workers
[1598] end,april

Top Word Pairs in Tweet in G1:
[1623] elon,musk
[1462] march,elon
[1462] musk,predicted
[1462] predicted,new
[1462] new,cases
[1462] cases,covid
[1462] covid,end
[1462] end,april
[1462] april,yesterday
[1462] yesterday,17

Top Word Pairs in Tweet in G2:
[2590] killed,uk
[1295] coronavirus,deaths
[1295] deaths,today
[1295] today,italy
[1295] italy,spain
[1295] spain,russia
[1295] russia,china
[1295] china,turkey
[1295] turkey,iran
[1295] iran,canada

Top Word Pairs in Tweet in G3:
[1241] risk,lives
[1239] president,forcing
[1239] forcing,workers
[1239] workers,america
[1239] america,risk
[1239] lives,continue
[1239] continue,processing
[1239] processing,meat
[1239] meat,consumers
[1239] consumers,china

Top Word Pairs in Tweet in G4:
[317] covid,19
[132] processing,plants
[102] factory,farm
[101] #takeaction,tell
[101] tell,congress
[101] congress,more
[101] more,covid
[101] contaminated,factory
[101] farm,slaughterhouses
[101] slaughterhouses,support

Top Word Pairs in Tweet in G5:
[979] australian,beef
[856] beef,imports
[835] china,cuts
[835] cuts,australian
[424] imports,coronavirus
[424] coronavirus,tensions
[424] tensions,escalate
[423] coronavirus,inquiry
[411] bristling,calls
[411] calls,coronavirus

Top Word Pairs in Tweet in G6:
[1760] meatpacking,plants
[882] u,s
[880] first,week
[880] week,president
[880] president,trump
[880] trump,issued
[880] issued,executive
[880] executive,order
[880] order,directing
[880] directing,meatpacking

Top Word Pairs in Tweet in G7:
[124] realdonaldtrump,elonmusk
[121] don,t
[114] t,know
[104] https,t
[104] t,co
[103] elonmusk,trump
[103] trump,really
[103] really,shouldn
[103] shouldn,t
[103] t,involved

Top Word Pairs in Tweet in G8:
[211] covid,19
[121] u,s
[107] meatpacking,plants
[106] #china,#banyulin
[105] food,supply
[102] #dogcatmeattrade,#wetmarkets
[100] #report,s
[98] executive,order
[97] s,food
[94] live,#slaughter

Top Word Pairs in Tweet in G9:
[577] one,coronavirus
[577] coronavirus,patient
[577] patient,infected
[577] infected,533
[577] 533,people
[577] people,fish
[577] fish,factory
[577] factory,ghana
[17] tyson,foods
[16] coronavirus,didn

Top Word Pairs in Tweet in G10:
[132] australian,beef
[126] beef,imports
[125] china,suspends
[125] suspends,australian
[125] imports,public
[125] public,spat
[125] spat,over
[125] over,coronavirus
[125] coronavirus,origin
[125] origin,heats

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@msmariat
@maryjoe38642126
@elonmusk
@inevitable_et
@pourlesanimaux7
@senatemajldr
@rvawonk
@maddow
@tchevalier10

Top Replied-To in G1:
@lindseygrahamsc
@rbreich
@timkaine
@patrickmkcirtap
@mark27883625

Top Replied-To in G2:
@toryfibs

Top Replied-To in G3:
@petebuttigieg
@drkarlynb
@teamtrump
@fiyasturm
@ballerinax
@rumler_t

Top Replied-To in G5:
@cagovernor
@9newsaus
@latimes
@billbramhall
@nytimes

Top Replied-To in G6:
@maddow
@repdonbacon
@normornstein
@econtalker
@msnbc

Top Replied-To in G7:
@realdonaldtrump
@msmariat
@elonmusk
@rvawonk
@nygovcuomo
@kimonaq
@isupportwarren
@nyslabor
@wippertjeanene
@wdunlap

Top Replied-To in G8:
@maryjoe38642126
@pourlesanimaux7
@realdonaldtrump
@vbolsokh
@herbivore_club
@tysonfoods
@gmsp75930811
@thedailybeast
@lord_sugar
@seph0491

Top Replied-To in G10:
@foxnews
@le_parisien

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@realdonaldtrump
@tomilahren
@tesla
@bpolitics
@tysonfoods
@swarajyamag
@speakerpelosi
@joebiden
@randpaul

Top Mentioned in G1:
@rbreich
@realdonaldtrump
@elonmusk
@lindseygrahamsc

Top Mentioned in G2:
@hardeep216

Top Mentioned in G3:
@realdonaldtrump
@kathlee06407765
@georgetakei

Top Mentioned in G4:
@bdaraio
@animalwitness
@globalbreaking_
@futurecar_media
@news_1jl4
@deliciousshots

Top Mentioned in G5:
@smasunaga
@sarahparvini
@carolyn_cole
@susrust
@suhaunah
@nytimes
@micksfoley
@erykbagshaw
@latimes
@gavinnewsom

Top Mentioned in G6:
@maddow
@nenationalguard
@govricketts
@msnbc
@aly_braintumor
@congressmanhice

Top Mentioned in G7:
@elonmusk
@realdonaldtrump
@tesla
@scott_wheeler12
@realmattcouch
@lindahale8006
@ivandeploravich
@anne19brown
@liszhou

Top Mentioned in G8:
@tysonfoods
@businessinsider
@breakingnews
@smithfieldfoods
@breakingnewsuk
@wired
@wireduk
@thedailybeast
@theonion
@cdcgov

Top Mentioned in G10:
@nickyusa
@le_parisien

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@tomthunkitsmind
@oldlady12345
@the_news_diva
@yuuji_k1
@supra1bqteam
@paoloigna1
@jurylady5
@chris_1791

Top Tweeters in G1:
@odio_nao
@rjber15
@gojira007x
@n7irl
@beverly21811568
@sar_oso
@linda1746
@tyberzannxxxx
@ajgma
@pepitobarcelona

Top Tweeters in G2:
@rk70534
@s9tmt
@roblwilson
@cleosagas1
@jpjanson
@scott1984fp
@ironyiet
@oatcake1967
@mconway70
@vg123e

Top Tweeters in G3:
@ungubunugu1274
@theresamax
@marconavarrolor
@frecklesxx20
@kerirn
@nancypeggy
@davidpsdem
@rrnunez
@gwydion620
@markburgerenerg

Top Tweeters in G4:
@pulpnews
@the_news_diva
@supra1bqteam
@the_mantese
@globalissuesweb
@my_amigouk
@thereal_rebel
@foggybottomgal
@andyvermaut
@iam__network

Top Tweeters in G5:
@paoloigna1
@geoffrey_payne
@indianexpress
@rentonmagauk
@mwhalan
@dominiquevanpee
@sootradhar
@tates5a
@nytimes
@zhzm2449coke

Top Tweeters in G6:
@sheiladecker19
@lindacollins11
@lilygabet
@tinyboo49
@jcmarbury
@fran_neena20409
@deansherrys
@amb0306
@mrkalman
@debsomewhere

Top Tweeters in G7:
@solutioneer72
@talkintou
@stockguy61
@jimpolk
@drofdem
@dcexaminer
@amadii
@innrdreams
@lawbibliophile
@merlingyr

Top Tweeters in G8:
@paxnostrum
@thehill
@businessinsider
@dismisstrump
@safetypindaily
@fj_newman
@theresaschroe14
@hiphopmatrix
@miny_k
@lawlor224

Top Tweeters in G9:
@joleonbusby
@drizzyjekky
@the_nifemi
@dejokecarew
@abimberry
@magiclammy
@_isheikh
@siralfredson
@thatgoddess____
@makintamie

Top Tweeters in G10:
@mmarty1230
@laridor1
@viriyabot
@foxnews
@le_parisien
@bryan700
@jeffswarens
@racuevas
@deehill77
@joshdamage


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