(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -steak -steaks -pig -pigs -meat -pork -beef -sausages -sausage -hamburgers -beefburgers -burgers -abattoir -factory -slaughterhouse -slaughter, Twitter, 5/16/2020 10:00:07 AM, 226763


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(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -st
(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -st
From:
scotpublichealth
Uploaded on:
May 16, 2020
Short Description:
(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -steak -steaks -pig -pigs -meat -pork -beef -sausages -sausage -hamburgers -beefburgers -burgers -abattoir -factory -slaughterhouse -slaughter via NodeXL https://bit.ly/3dTT5my
@afishingwebsite
@laurie

Description:
Description
The graph represents a network of 9,411 Twitter users whose recent tweets contained "(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -steak -steaks -pig -pigs -meat -pork -beef -sausages -sausage -hamburgers -beefburgers -burgers -abattoir -factory -slaughterhouse -slaughter", 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 Saturday, 16 May 2020 at 08:58 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 43-minute period from Thursday, 07 May 2020 at 16:47 UTC to Saturday, 16 May 2020 at 08:31 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 : 9411
Unique Edges : 12182
Edges With Duplicates : 3012
Total Edges : 15194
Self-Loops : 2322
Reciprocated Vertex Pair Ratio : 0.0191519686442188
Reciprocated Edge Ratio : 0.037584127261603
Connected Components : 1720
Single-Vertex Connected Components : 792
Maximum Vertices in a Connected Component : 4581
Maximum Edges in a Connected Component : 8283
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.764233
Graph Density : 0.000129192882681548
Modularity : 0.776842
NodeXL Version : 1.0.1.432
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226762
Data Import : The graph represents a network of 9,411 Twitter users whose recent tweets contained "(covid19 OR covid OR covidー19 OR covid_19 OR coronavirus -covid19uk) AND fish -chicken -chickens -steak -steaks -pig -pigs -meat -pork -beef -sausages -sausage -hamburgers -beefburgers -burgers -abattoir -factory -slaughterhouse -slaughter", 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 Saturday, 16 May 2020 at 08:58 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 43-minute period from Thursday, 07 May 2020 at 16:47 UTC to Saturday, 16 May 2020 at 08:31 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 fish -chicken -chickens -steak -steaks -pig -pigs -meat -pork -beef -sausages -sausage -hamburgers -beefburgers -burgers -abattoir -factory -slaughterhouse -slaughter
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:
[148] https://www.express.co.uk/news/world/1281623/russia-news-uk-fishing-supertrawlers-coronavirus-greenpeace-environment-scotland
[46] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html
[39] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html?smid=tw-share
[36] https://www.politico.eu/article/so-long-and-thanks-say-all-the-fish-that-roam-free-because-of-the-coronavirus/
[17] https://www.takemefishing.org/how-to-fish/fishing-resources-events/state-agency-covid-19-updates/?utm_source=twitter&utm_medium=social
[14] https://www.theguardian.com/commentisfree/2020/may/12/civic-duty-prime-minister-boris-johnson-coronavirus?CMP=Share_iOSApp_Other
[13] https://www.youtube.com/watch?v=2T5Gv1bECY8&feature=youtu.be

[13] https://www.gmanetwork.com/news/news/metro/737700/qc-market-locked-down-after-fish-vendor-tests-positive-for-covid-19/story/?utm_source=GMANews&utm_medium=Twitter
[13] http://science-snippets.com
[12] https://www.indiatoday.in/india/video/here-s-how-covid-19-lockdown-has-affected-mumbai-s-fisher-community-1676015-2020-05-08

Top URLs in Tweet in G1:
[16] https://www.express.co.uk/news/world/1281623/russia-news-uk-fishing-supertrawlers-coronavirus-greenpeace-environment-scotland
[13] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html?smid=tw-share
[10] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html
[6] https://www.ucanews.com/news/philippine-diocese-donates-fish-to-homeless/87987
[4] https://www.heraldscotland.com/news/18437470.coronavirus-anglers-fish-way-back-onto-scottish-waters-carry-low-inherent-risk/
[4] https://www.cbc.ca/news/politics/trudeau-fish-harvesters-1.5569540
[3] https://www.miamiherald.com/news/local/community/florida-keys/article242571986.html
[3] http://www.unheralded.fish/2020/05/08/tim-madigan-anything-mentionable-i-dont-know-what-to-do-a-coronavirus-conversation-with-grief-therapist-dr-patrick-omalley/
[3] https://www.globaldiasporanews.com/fish-and-aquatic-food-systems-covid-19-updates-nigeria/
[3] https://www.globaldiasporanews.com/fish-and-aquatic-food-systems-covid-19-updates-india/

Top URLs in Tweet in G2:
[4] https://www.washingtonpost.com/health/2020/05/10/coronavirus-attacks-body-symptoms/?arc404=true
[4] https://www.buzzfeednews.com/article/christopherm51/russia-ventilators-coronavirus
[3] https://www.vanityfair.com/news/2020/05/coronavirus-cluster-blossoms-white-house-trump-continues-minimize-threat
[2] https://www.nytimes.com/interactive/2020/us/coronavirus-us-cases.html
[2] https://www.dallasnews.com/news/public-health/2020/05/13/texas-attorney-general-asks-supreme-court-to-order-election-officials-to-reject-mail-ballots-from-people-scared-of-catching-covid-19/
[2] https://www.westernjournal.com/covid-lockdowns-continue-threaten-freedoms-april-gun-sales-surge/amp/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons&__twitter_impression=true
[2] https://www.thegatewaypundit.com/2020/05/dr-fauci-wrong-coronavirus-cases-drop-new-lows-georgia-opens-state-lifts-lockdown-orders/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.foxnews.com/media/ag-william-barr-disappointed-by-partisan-attacks-levied-at-president-trump-says-media-on-a-jihad-against-hydroxychloroquine.amp?__twitter_impression=true
[2] https://www.foxnews.com/politics/abbott-issues-executive-order-eliminating-jail-as-punishment-for-violating-coronavirus-restrictions
[2] https://www.thegatewaypundit.com/2020/05/dr-fauci-entering-modified-quarantine-contact-someone-coronavirus/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G3:
[1] https://www.madonna.com/news/title/madonna-joins-the-gates-foundation-on-covid-19-project
[1] https://www.foxnews.com/politics/abbott-issues-executive-order-eliminating-jail-as-punishment-for-violating-coronavirus-restrictions
[1] https://www.foxnews.com/politics/obama-coronavirus-response-chaotic-disaster
[1] https://www.foxnews.com/media/dr-ben-carson-reopen-economy-health-coronavirus
[1] https://www.foxnews.com/politics/georgia-reports-lowest-number-covid-patients-in-a-month
[1] https://www.foxnews.com/world/china-reports-first-coronavirus-case-in-wuhan-since-april-3-14-new-infections-nationwide
[1] https://www.foxnews.com/us/la-county-inmates-trying-to-infect-themselves-with-coronavirus-sheriff-warns
[1] https://www.foxnews.com/media/matthew-mcconaughey-coronavirus-divisions-politicization
[1] https://video.foxnews.com/v/6156183869001
[1] https://www.breitbart.com/politics/2020/05/12/rand-paul-dr-fauci-not-end-all-authority-on-coronavirus-response/?utm_source=newsletter&utm_medium=email&utm_term=daily&utm_campaign=20200512

Top URLs in Tweet in G4:
[21] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html?smid=tw-share
[20] https://www.nytimes.com/2020/05/05/dining/seafood-fish-coronavirus.html
[4] https://www.atlanticcouncil.org/blogs/energysource/safeguarding-the-red-sea-amid-the-coronavirus-preventing-the-spill-of-the-fso-safer/
[3] https://www.restobiz.ca/canadas-fish-harvesters-to-receive-up-to-469-4-million-in-federal-support/
[3] http://ifttt.com/images/no_image_card.png
[3] https://trib.al/tmZXj4Z
[3] https://news.mongabay.com/2020/05/will-fish-boom-amid-pandemic-driven-fishing-bust/
[2] https://www.cbsnews.com/news/coronavirus-vaccine-politics-scientific-community-60-minutes-2020-05-10/?ftag=CNM-00-10aab7e&linkId=88343459
[2] https://time.com/5833945/hydroxychloroquine-coronavirus-study/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_&linkId=88176119
[2] https://lunkertrackers.com/

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/world/2020/may/09/two-week-coronavirus-quarantine-to-be-announced-for-uk-arrivals?CMP=Share_iOSApp_Other

Top URLs in Tweet in G6:
[6] https://www.express.co.uk/news/world/1281623/russia-news-uk-fishing-supertrawlers-coronavirus-greenpeace-environment-scotland/amp
[3] https://www.express.co.uk/news/world/1281623/russia-news-uk-fishing-supertrawlers-coronavirus-greenpeace-environment-scotland
[2] https://www.marchforchange.uk/coronavirus_inquiry
[2] https://www.bestforbritain.org/transition-coronavirus
[2] https://www.theguardian.com/commentisfree/2020/may/12/rory-kinnearsister-protect-vulnerable-coronavirus-rory-kinnear
[2] https://www.hsj.co.uk/coronavirus/exclusive-test-data-from-commercial-labs-going-into-black-hole/7027619.article?mkt_tok=eyJpIjoiWm1ZeE5EVm1PR1UzWlRRMCIsInQiOiI3Ym9xKzBGQVRaMDVqUVJNa3NIQ0hYcEZNUWhDR3pUN3ZpOWJZVEpFbmxrVUJUajdxMkxkRlUxcHNQOG5HV1JCaUdZc2puWHZ1VnRjZVlVbzlSTDRWZ3JkQUFrbnZHTkx2VWFBXC9xWVpaaFJoZ1ptRExPVEYyR2Q4SnRmK0F4czgifQ%3D%3D
[2] https://www.mirror.co.uk/news/politics/wales-wont-give-coronavirus-bailout-22022841?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://twitter.com/laurelchor/status/1260784481159442434?s=20
[1] https://www.theguardian.com/world/2020/apr/30/coronavirus-i-feel-a-tremendous-sense-of-humility-mp-tony-lloyd-on-how-nhs-saved-his-life
[1] https://www.theguardian.com/world/2020/may/12/uk-takes-a-pasting-from-worlds-press-over-coronavirus

Top URLs in Tweet in G7:
[13] https://www.express.co.uk/news/world/1281623/russia-news-uk-fishing-supertrawlers-coronavirus-greenpeace-environment-scotland
[1] https://www.gov.uk/report-an-environmental-incident
[1] https://www.gov.uk/government/news/environment-agency-and-angling-trust-welcome-lifting-of-restrictions-on-recreational-fishing
[1] https://www.healthline.com/nutrition/9-foods-high-in-vitamin-d#7
[1] https://www.uniguide.com/covid-19-slows-commercial-fishing/
[1] https://www.anglingtrust.net/news.asp?itemid=5259&itemTitle=We+Will+Fish+Again%21+Angling+to+resume+on+Wednesday%2C+May+13th§ion=29§ionTitle=Angling+Trust+News

Top URLs in Tweet in G8:
[8] https://foe.org/news/trump-exploits-covid-19-crisis-to-advance-corporate-aquaculture-agenda/
[3] https://www.ecowatch.com/trump-dismantles-environmental-protections-under-cover-of-coronavirus-2645989316.html
[1] https://www.instagram.com/p/B_5ZDqtJUY9/?igshid=8tct15zgd51i
[1] https://www.sbs.com.au/news/coronavirus-a-once-in-a-generation-opportunity-to-reshape-economy-anthony-albanese-says

Top URLs in Tweet in G9:
[2] https://www.weforum.org/agenda/2020/05/africa-response-covid19-lasting-benefits/

Top URLs in Tweet in G10:
[4] https://www.rbb24.de/politik/thema/2020/coronavirus/beitraege_neu/2020/04/berlin-maskenmangel-kein-grund-zur-entwarnung.html
[2] https://www.independent.co.uk/news/health/coronavirus-nhs-hospital-staff-work-covid-19-a9510561.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1589316401
[2] https://www.tagesschau.de/ausland/slowenien-corona-grenzoeffnung-101.html
[2] https://www.itv.com/news/westcountry/2020-04-29/tributes-paid-to-dedicated-plymouth-care-worker-who-died-from-coronavirus/
[2] https://www.cbsnews.com/news/julia-iafrate-doctor-coronavirus-battle-visa-denied/?ftag=CNM-00-10aab7e&linkId=88292500
[2] http://dlvr.it/RWK9Pz
[2] http://dlvr.it/RWM1xL
[2] http://dlvr.it/RWK9T0
[2] https://www.theguardian.com/artanddesign/2020/may/04/museum-covid-19-v-and-a-pandemic-coronavirus-objects
[2] http://www.msn.com/en-gb/news/coronavirus/nhs-nurse-quits-london-hospital-after-six-weeks-without-hand-gel-or-masks/ar-BB13QKN6?ocid=st

Top Domains
Top Domains in Tweet in Entire Graph:
[268] co.uk
[198] twitter.com
[119] nytimes.com
[75] theguardian.com
[51] youtube.com
[49] trib.al
[41] instagram.com
[36] politico.eu
[31] com.au
[29] reuters.com

Top Domains in Tweet in G1:
[52] twitter.com
[36] co.uk
[31] nytimes.com
[31] instagram.com
[15] globaldiasporanews.com
[9] cbc.ca
[8] indiatimes.com
[8] linkedin.com
[7] net.au
[7] reuters.com

Top Domains in Tweet in G2:
[39] twitter.com
[17] washingtonpost.com
[15] trib.al
[11] cnn.com
[9] thegatewaypundit.com
[8] foxnews.com
[6] politico.com
[6] nytimes.com
[6] huffpost.com
[6] usatoday.com

Top Domains in Tweet in G3:
[8] foxnews.com
[1] madonna.com
[1] breitbart.com

Top Domains in Tweet in G4:
[48] nytimes.com
[24] trib.al
[14] co.uk
[5] cbsnews.com
[5] seafish.org
[4] atlanticcouncil.org
[4] twitter.com
[4] mongabay.com
[3] time.com
[3] restobiz.ca

Top Domains in Tweet in G5:
[1] theguardian.com

Top Domains in Tweet in G6:
[17] co.uk
[9] theguardian.com
[8] twitter.com
[2] marchforchange.uk
[2] bestforbritain.org
[2] gov.uk
[1] economist.com
[1] gov.wales
[1] bbc.com
[1] ctvnews.ca

Top Domains in Tweet in G7:
[13] co.uk
[2] gov.uk
[1] healthline.com
[1] uniguide.com
[1] anglingtrust.net

Top Domains in Tweet in G8:
[8] foe.org
[3] ecowatch.com
[1] instagram.com
[1] com.au

Top Domains in Tweet in G9:
[2] weforum.org

Top Domains in Tweet in G10:
[23] co.uk
[14] theguardian.com
[13] twitter.com
[13] reuters.com
[10] dlvr.it
[6] rbb24.de
[6] sueddeutsche.de
[5] tagesschau.de
[4] stern.de
[4] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1067] covid19
[449] coronavirus
[138] fishing
[111] fish
[94] covid_19
[81] southchinasea
[80] covid
[66] covidー19
[63] bycatch
[63] endbycatch



Top Hashtags in Tweet in G1:
[144] covid19
[80] coronavirus
[39] fish
[26] covid_19
[24] covid
[22] lockdown
[20] stayhome
[13] covidー19
[12] staysafe
[8] fishing

Top Hashtags in Tweet in G2:
[62] covid19
[42] coronavirus
[9] trump
[8] china
[6] covid
[5] texas
[5] trumpdeathtoll81k
[4] demcasttx
[4] fauci
[4] familiesfirst

Top Hashtags in Tweet in G3:
[1] covid19
[1] lockdownend
[1] maga

Top Hashtags in Tweet in G4:
[35] covid19
[24] fishing
[18] quarantine
[15] coronavirus
[14] fish
[10] yemen
[9] foodsecurity
[8] locusts
[8] food
[8] sovereignty

Top Hashtags in Tweet in G6:
[36] covid19
[9] coronavirus
[3] lockdownuk
[3] covidー19
[3] covid_19
[2] nhs
[2] borisspeech
[2] water
[2] wales
[2] stayhomesavelives

Top Hashtags in Tweet in G7:
[94] fishing
[4] angling
[3] covid19
[3] socialdistancing
[1] coronavirus
[1] stayalert
[1] covid
[1] seafood
[1] oceans
[1] biodiversity

Top Hashtags in Tweet in G8:
[8] dontcageourocean

Top Hashtags in Tweet in G9:
[7] covid19
[5] africa
[1] oceans
[1] wildlife
[1] marinelife
[1] fish
[1] corona
[1] equatorialguinea

Top Hashtags in Tweet in G10:
[63] covid19
[42] coronavirus
[12] corona
[8] pflege
[8] covidー19
[7] coronakrise
[6] covid_19
[6] nurses
[6] wuhan
[4] tui

Top Words
Top Words in Tweet in Entire Graph:
[7931] Words in Sentiment List#1: Positive
[11823] Words in Sentiment List#2: Negative
[53] Words in Sentiment List#3: Angry/Violent
[286660] Non-categorized Words
[306422] Total Words
[6475] fish
[2805] covid
[2221] #covid19
[1828] 19
[1453] coronavirus

Top Words in Tweet in G1:
[743] fish
[319] covid
[223] 19
[152] coronavirus
[145] #covid19
[80] #coronavirus
[75] more
[68] s
[64] out
[62] people

Top Words in Tweet in G2:
[320] coronavirus
[286] covid
[248] trump
[210] s
[169] 19
[120] people
[107] more
[98] t
[92] fish
[90] #covid19

Top Words in Tweet in G3:
[475] fish
[463] go
[461] look
[461] lonely
[461] fisherman
[461] dare
[461] threat
[461] society
[461] watching
[461] drones

Top Words in Tweet in G4:
[339] fish
[121] pandemic
[112] during
[97] coronavirus
[96] cnn
[90] fishing
[90] around
[88] aquarium
[86] staff
[84] cairns

Top Words in Tweet in G5:
[456] think
[233] fish
[230] country
[228] grant
[228] shapps
[228] s
[228] important
[228] check
[228] travelers
[228] case

Top Words in Tweet in G6:
[94] fish_in_a_hat
[65] covid
[61] cocoonedpenguin
[57] kean1s
[55] #covid19
[54] care
[54] uk
[51] eu
[50] people
[50] borisjohnson

Top Words in Tweet in G7:
[222] fish
[111] plunder
[111] protected
[105] d3
[95] #fishing
[94] #angling
[93] check
[92] more
[92] information
[91] restrictions

Top Words in Tweet in G8:
[213] fish
[196] health
[191] middle
[191] public
[191] pandemic
[191] trump
[191] issued
[191] executive
[191] order
[191] bolster

Top Words in Tweet in G9:
[359] pandemic
[185] #covid19
[185] wef
[179] collective
[179] step
[179] back
[179] during
[179] blessing
[179] wildlife
[179] #oceans

Top Words in Tweet in G10:
[150] coronavirus
[88] #covid19
[79] died
[79] covid
[64] 19
[58] rip
[50] #coronavirus
[39] care
[36] nurse
[36] uk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1779] covid,19
[550] during,#covid19
[466] fishing,during
[464] look,lonely
[464] lonely,fisherman
[464] fisherman,dare
[464] dare,fish
[464] fish,threat
[464] threat,society
[464] society,watching

Top Word Pairs in Tweet in G1:
[209] covid,19
[22] fish,chips
[22] fish,stocks
[21] 19,pandemic
[21] fish,market
[19] during,covid
[19] fish,fry
[19] fish,harvesters
[19] russian,invasion
[19] invasion,fury

Top Word Pairs in Tweet in G2:
[168] covid,19
[45] white,house
[34] don,t
[29] trump,s
[25] tested,positive
[19] president,trump
[19] dr,fauci
[19] coronavirus,response
[17] donald,trump
[17] fish,rots

Top Word Pairs in Tweet in G3:
[461] look,lonely
[461] lonely,fisherman
[461] fisherman,dare
[461] dare,fish
[461] fish,threat
[461] threat,society
[461] society,watching
[461] watching,drones
[461] drones,helicopters
[461] helicopters,arrest

Top Word Pairs in Tweet in G4:
[86] during,pandemic
[84] fish,aquarium
[84] aquarium,cairns
[84] cairns,australia
[84] australia,lonely
[84] lonely,moping
[84] moping,around
[84] around,lack
[84] lack,interactions
[84] interactions,visitors

Top Word Pairs in Tweet in G5:
[228] grant,shapps
[228] shapps,s
[228] s,important
[228] important,check
[228] check,travelers
[228] travelers,case
[228] case,bring
[228] bring,cov19
[228] cov19,country
[228] country,re

Top Word Pairs in Tweet in G6:
[40] cocoonedpenguin,kimsj
[35] covid,19
[29] 51tjk,thattimwalker
[26] allysonpollock,sillyshib
[26] sillyshib,fascinatorfun
[26] fascinatorfun,ukskies
[26] ukskies,kean1s
[26] jneill,abcpoppins
[26] abcpoppins,fish_in_a_hat
[26] fish_in_a_hat,cocoonedpenguin

Top Word Pairs in Tweet in G7:
[91] #fishing,restrictions
[91] restrictions,relaxed
[91] relaxed,stay
[91] stay,safe
[91] safe,remember
[91] remember,travel
[91] travel,responsibly
[91] responsibly,fish
[91] fish,keep
[91] keep,two

Top Word Pairs in Tweet in G8:
[191] middle,public
[191] public,health
[191] health,pandemic
[191] pandemic,trump
[191] trump,issued
[191] issued,executive
[191] executive,order
[191] order,bolster
[191] bolster,aquaculture
[191] aquaculture,industry

Top Word Pairs in Tweet in G9:
[179] collective,step
[179] step,back
[179] back,during
[179] during,pandemic
[179] pandemic,blessing
[179] blessing,wildlife
[179] wildlife,pandemic
[179] pandemic,#oceans
[179] #oceans,#wildlife
[179] #wildlife,#marinelife

Top Word Pairs in Tweet in G10:
[58] covid,19
[54] died,coronavirus
[15] care,home
[12] #corona,#covid19
[12] died,covid
[10] year,old
[10] healthcare,workers
[10] great,sadness
[10] sadness,announce
[10] sadly,died

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@guitarmoog
@ukskies
@losgallman
@herebeproof
@covidpunk
@joepajak
@theoceanlawyers
@jchannah77
@fish_notorious

Top Replied-To in G1:

Top Replied-To in G2:
@realdonaldtrump
@chalkbeat
@angie_rasmussen
@chelseaclinton
@ottosalaj
@presssec
@chari_fish
@petebuttigieg
@marshablackburn
@nycjim

Top Replied-To in G4:
@cnn
@brianstelter
@realdonaldtrump
@anncoulter
@danielle_ivory
@philmccausland
@nytimes
@jttalkingpoints

Top Replied-To in G5:
@janeygodley
@johnjcrace

Top Replied-To in G6:
@guitarmoog
@ukskies
@losgallman
@herebeproof
@joepajak
@jchannah77
@b1emw
@borisjohnson
@city_livery_sm
@tweetsarahmyles

Top Replied-To in G7:
@livesmorgoth
@jonshoesjones
@envagency

Top Replied-To in G8:
@theoceanlawyers

Top Replied-To in G10:
@barrysheerman
@hasselermartina
@chaosupdates
@stephie_hh
@wdraktuell
@markuslauter
@glaubeweiter
@healing_cross
@dil_kal
@smatters44

Top Mentioned
Top Mentioned in Entire Graph:
@wef
@selainesaxby
@fish_in_a_hat
@realdonaldtrump
@cocoonedpenguin
@kean1s
@thattimwalker
@nytimes
@sillyshib
@kimsj

Top Mentioned in G1:
@itsroom_uyeg
@z24223215z
@jamesloyart
@sa_aquatic
@outcastgrillsd

Top Mentioned in G2:
@realdonaldtrump
@texastribune
@who
@potus
@markkirin_
@cdcgov
@whitehouse
@gregabbott_tx
@speakerpelosi
@nygovcuomo

Top Mentioned in G3:
@jdphd2

Top Mentioned in G4:
@nytimes
@docktodish
@afriquecaopa
@abalobi_app
@pete_wells
@bluemarinef
@shreyadasgupta
@cnn
@mongabay
@fishnchipawards

Top Mentioned in G6:
@fish_in_a_hat
@cocoonedpenguin
@kean1s
@thattimwalker
@sillyshib
@kimsj
@borisjohnson
@51tjk
@abcpoppins
@jneill

Top Mentioned in G7:
@defragovuk
@govuk
@anglingtrust
@envagencyse

Top Mentioned in G8:
@mjcrjdrvrsoonrf

Top Mentioned in G9:
@wef
@cesarabogo

Top Mentioned in G10:
@jensspahn
@dsm_nordkirche
@wsj
@nursesunited
@spdbt
@sengpg
@bundespfleka
@nadyaklarmann
@oegkv
@ap

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tesco
@jornalistavitor
@yuuji_k1
@jurylady5
@3novices
@republikaonline
@rk70534
@telesurtv
@british_airways

Top Tweeters in G1:
@3novices
@fainformazione
@_redfrog
@nobby15
@amazingmolds4yo
@toicitiesnews
@sortiwa
@trendolizer
@alaskarebel
@avitusparta

Top Tweeters in G2:
@mog7546
@jilevin
@only4rm
@icare4america16
@huffpost
@safetypindaily
@dcexaminer
@aworldoutofmind
@mortgageconsult
@washingtonpost

Top Tweeters in G3:
@susaniverach
@justmepammy
@turntablekittah
@yoakumgirl923
@luanamaclac
@jennifer_0780
@cathymcrorie
@dc37deborah
@cccp3o
@tamaraj86611162

Top Tweeters in G4:
@mccarrenbill
@fisheliciousuk
@nembotavy_0101
@viriyabot
@foxnews
@nytimes
@telegraph
@jonilovevwbugs
@gabe55gabe
@time

Top Tweeters in G5:
@gracemurphy2
@wildwalkerwoman
@leocullen4
@manatrue
@childofalba
@shipa123
@goddess1345
@spanishdan1
@ferguson2811
@janeygodley

Top Tweeters in G6:
@sandradunn1955
@helenyg
@esme_hornbeam
@standardnews
@lazaroumterror
@teajunkie1
@kean1s
@nickynoo007
@bulldog665
@lunaperla

Top Tweeters in G7:
@porridgeisgood
@rmack2x
@mariebe10098426
@captainbartlet3
@marisol04326417
@trickyd90556041
@t5monkey
@lemuel_risaac
@annofarabia
@knkstumpy

Top Tweeters in G8:
@rjber15
@padakitty
@ggg_says
@princessbravato
@myknittingwool
@knight201701
@godandthebear
@genghisgalahad2
@raypride
@uscgamecockboy

Top Tweeters in G9:
@dawnroseturner
@kssirone
@huwsayer
@middleclazzmom
@tucsonrosie2001
@b_kaka4
@lfaraday
@wheeracle
@joycehermit
@dontbeinsane_

Top Tweeters in G10:
@independent
@andreasandy3131
@guardian
@new_narrative
@welt
@haaretzcom
@bbcworld
@wsj
@mdraktuell
@huffpostuk


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