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cultured meat Twitter NodeXL SNA Map and Report for Friday, 20 January 2023 at 23:31 UTC (experimental version)
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From:
marc_smith
Uploaded on:
January 20, 2023
Short Description:
cultured meat via NodeXL https://bit.ly/3J4PODB
@craftmeati
@avikaner
@amfriendshu
@believermeats
@seanlukestar
@stkhfoods
@mbolotnikova
@burntoututopian
@joshtetrick
@stef_bottinelli

Top hashtags:
#culturedmeat
#cultivatedmeat
#meat
#foodtech
#synbio
#vegan
#bsfa

Description:
Description
The graph represents a network of 1,391 Twitter users whose recent tweets contained "cultured meat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/20/2023 3:31:18 PM. The network was obtained from Twitter on Friday, 20 January 2023 at 23:32 UTC.

The tweets in the network were tweeted over the 781-day, 23-hour, 36-minute period from Sunday, 29 November 2020 at 23:33 UTC to Friday, 20 January 2023 at 23:10 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1391
Unique Edges : 756
Edges With Duplicates : 2085
Total Edges : 2841
Number of Edge Types : 9
Retweet : 668
MentionsInRetweet : 770
MentionsInReplyTo : 513
Replies to : 309
Tweet : 369
Mentions : 147
Quote : 37
MentionsInQuote : 9
MentionsInQuoteReply : 19
Self-Loops : 473
Reciprocated Vertex Pair Ratio : 0.0441518202943455
Reciprocated Edge Ratio : 0.0845697329376855
Connected Components : 345
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 487
Maximum Edges in a Connected Component : 1152
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.797022
Graph Density : 0.00069718488329394
Modularity : 0.500156
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288319
Data Import : The graph represents a network of 1,391 Twitter users whose recent tweets contained "cultured meat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/20/2023 3:31:18 PM. The network was obtained from Twitter on Friday, 20 January 2023 at 23:32 UTC.

The tweets in the network were tweeted over the 781-day, 23-hour, 36-minute period from Sunday, 29 November 2020 at 23:33 UTC to Friday, 20 January 2023 at 23:10 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : cultured meat
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[125] https://www.timesofisrael.com/kosher-cheeseburgers-chief-rabbi-rules-some-cultured-meat-may-not-be-fleishig/
[12] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/
[11] https://twitter.com/MsAdaO/status/1612824585640235010/photo/1
[10] https://www.jpost.com/judaism/article-728978
[10] https://singularityhub.com/2022/12/14/the-worlds-biggest-cultured-meat-factory-is-now-under-construction-in-the-us/
[9] https://gigazine.net/news/20220120-disgusted-cultured-meat/
[9] https://singularityhub.com/2023/01/20/affordable-cultured-meat-is-a-step-closer-with-new-approval/
[7] https://www.fastcompany.com/90831145/the-first-crispr-gene-edited-meat-is-coming-and-this-is-the-ceo-making-sci-fi-reality
[6] https://www.motherjones.com/environment/2022/03/lab-meat-fetal-bovine-serum-blood-slaughter-cultured/
[6] https://www.benzinga.com/pressreleases/23/01/b30335449/pesg-research-releases-industry-report-on-steakholder-foods-and-the-cultured-meat-revolution

Top URLs in Tweet in G1:
[9] https://singularityhub.com/2023/01/20/affordable-cultured-meat-is-a-step-closer-with-new-approval/
[8] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/
[6] https://www.jpost.com/judaism/article-728978
[6] https://singularityhub.com/2022/12/14/the-worlds-biggest-cultured-meat-factory-is-now-under-construction-in-the-us/
[4] https://www.natlawreview.com/article/companies-gear-mass-production-cultured-meat?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nissin.com/jp/sustainability/feature/cultured-meat/
[3] https://www.gf-accord.biz/
[3] https://cmun.it/jdtb3sca
[3] https://twitter.com/meeinu2/status/1616015801009733634/photo/1
[3] https://www.benzinga.com/pressreleases/23/01/b30335449/pesg-research-releases-industry-report-on-steakholder-foods-and-the-cultured-meat-revolution

Top URLs in Tweet in G2:
[116] https://www.timesofisrael.com/kosher-cheeseburgers-chief-rabbi-rules-some-cultured-meat-may-not-be-fleishig/
[1] https://twitter.com/Kyukimasa/status/1616221370563854336

Top URLs in Tweet in G3:
[1] https://twitter.com/AviKaner/status/1616071501047910401/photo/1
[1] https://knowablemagazine.org/article/food-environment/2022/lab-grown-meat-and-milk
[1] https://www.afhu.org/2023/01/09/hebrew-university-study-sets-new-transparency-standards-for-gmo-free-production-of-cultured-meat/
[1] https://www.proteinreport.org/newswire/hebrew-university-study-led-believer-meats-founder-unveils-highly-efficient-process-gmo
[1] https://twitter.com/AviKaner/status/1616071501047910401
[1] https://www.jpost.com/judaism/article-728978
[1] https://innovationsfood.com/highly-efficient-process-for-the-gmo-free-production-of-cultured-meat-demonstrated-in-hebrew-u-study/
[1] https://twitter.com/Innovfoodtech/status/1613129237061595137/photo/1

Top URLs in Tweet in G4:
[4] https://www.timesofisrael.com/kosher-cheeseburgers-chief-rabbi-rules-some-cultured-meat-may-not-be-fleishig/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.timesofisrael.com/kosher-cheeseburgers-chief-rabbi-rules-some-cultured-meat-may-not-be-fleishig/
[2] https://twitter.com/deenashanker/status/1616001940663537664
[2] https://techcrunch.com/2022/11/14/vow-cultured-meat-singapore/
[2] https://www.vox.com/future-perfect/23507372/lab-grown-seafood-fish-bluenalu-wildtype-cultivated-cultured-meat
[1] https://www.washingtonpost.com/opinions/2023/01/13/eggs-prices-bird-flu/
[1] https://thebreakthrough.org/issues/food-agriculture-environment/are-alternative-proteins-a-climate-solution
[1] https://twitter.com/EWatsonWrites/status/1613246200706367488
[1] https://www.wired.co.uk/article/scaling-clean-meat-serum-just-finless-foods-mosa-meat
[1] https://www.eventbrite.com/e/biotech-for-the-future-intersection-of-food-and-health-tech-tickets-485569229637

Top URLs in Tweet in G5:
[2] https://www.vettimes.co.uk/news/new-study-finds-vegan-diet-dogs-may-live-longer/
[2] https://twitter.com/wmarkeharrison/status/1614287561765142528/photo/1
[1] https://avecom.be/research/power-to-protein/
[1] https://twitter.com/JDSchoolmeester/status/1612146859543248903/photo/1
[1] https://synthesis.capital/insights/s-curve-adoption-our-house-view-on-alternative-protein-market-growth
[1] https://twitter.com/wmarkeharrison/status/1614287561765142528
[1] https://twitter.com/tonytheauthor/status/1613835282750803972
[1] https://twitter.com/tonytheauthor/status/1613835282750803972/photo/1
[1] https://www.theguardian.com/environment/2022/apr/04/its-over-for-fossil-fuels-ipcc-spells-out-whats-needed-to-avert-climate-disaster
[1] https://twitter.com/MikeHudema/status/1613577556913004546/photo/1

Top URLs in Tweet in G6:
[2] https://www.benzinga.com/pressreleases/23/01/b30335449/pesg-research-releases-industry-report-on-steakholder-foods-and-the-cultured-meat-revolution
[2] https://www.pesgresearch.com/pesg-research-steakholder-foods-and-the-cultured-meat-revolution
[1] https://twitter.com/ArikKaufman/status/1609955316484939776
[1] https://twitter.com/ForbesScience/status/1615820537992708097
[1] https://www.forbes.com/sites/jeffkart/2023/01/18/steakholder-foods-machine-prints-cultivated-fish-that-you-can-eat/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Carrie
[1] https://twitter.com/ForbesScience/status/1615820537992708097/photo/1
[1] https://twitter.com/_HannahRitchie/status/1614277784725229573
[1] https://ourworldindata.org/grapher/solar-pv-prices?yScale=log
[1] https://twitter.com/_HannahRitchie/status/1614277784725229573/photo/1
[1] https://time.com/6231339/lab-grown-steak-aleph-farms-taste/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=climate_food/agriculture&linkId=194669032

Top URLs in Tweet in G7:
[2] https://foodmatterslive.com/article/eat-just-to-build-bioreactor-to-produce-animal-free-growth-media-for-cultured-meat-following-singapore-food-agency-approval/
[2] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/
[1] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/?sh=726e5b9d49d7
[1] https://www.futureofproteinproduction.com/post/companies-gear-up-for-mass-production-of-cultured-meat
[1] https://foodmatterslive.com/article/cultured-meat-industry-experts-call-for-government-funding-tufts-university-cellular-agriculture-innovation-day/
[1] https://foodmatterslive.com/article/10-innovative-food-start-ups-2023?utm_content=232816512&utm_medium=social&utm_source=twitter&hss_channel=tw-1735079407
[1] https://twitter.com/FoodMattersLive/status/1609897304667865088/photo/1
[1] https://twitter.com/valley_dao/status/1603752476846563332/photo/1
[1] https://twitter.com/wildtypefoods/status/1614011717666885632
[1] https://twitter.com/Stef_Bottinelli/status/1616413683478941698

Top URLs in Tweet in G8:
[4] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[1] https://singularityhub.com/2023/01/20/affordable-cultured-meat-is-a-step-closer-with-new-approval/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/bjeaglefeather/status/1616516305569591296/photo/1
[1] https://www.bloomberg.com/news/articles/2023-01-05/what-you-need-to-know-about-cultured-meat?utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&utm_content=climate&cmpid=socialflow-twitter-climate
[1] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/?sh=4ce9dfec49d7
[1] https://www.businesswire.com/news/home/20230117006210/en/GOOD-Meat-Receives-Approval-to-Commercialize-Serum-Free-Media
[1] https://www.daofoods.com/post/deciphering-china-s-regulatory-path-and-possibilities-for-cell-cultured-meat
[1] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/
[1] https://singularityhub.com/2022/12/14/the-worlds-biggest-cultured-meat-factory-is-now-under-construction-in-the-us/
[1] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/?sh=2220138b49d7

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/opinions/2023/01/13/eggs-prices-bird-flu/
[1] https://ro.uow.edu.au/asj/vol11/iss2/2/#.Y7NERbkWxTs.twitter
[1] https://www.home.saxo/content/articles/outrageous-predictions/a-country-agrees-to-ban-all-meat-production-by-2030-06122022
[1] https://www.marketwatch.com/press-release/cultured-meat-market-2023-trends-industry-size-share-emerging-trends-top-leading-players-and-forecast-2029-2022-12-18
[1] https://www.forbes.com/sites/douglasyu/2023/01/18/eat-just-to-scale-up-cultured-meat-production-on-gaining-new-regulatory-approval-in-singapore/?sh=35f948f049d7

Top URLs in Tweet in G10:
[2] https://twitter.com/HaroldHawaiki/status/1611789792542351374/photo/1
[1] https://www.idtechex.com/en/research-article/3d-printing-meets-meat-in-the-largest-cultured-steak-ever-made/25517

Top Domains
Top Domains in Tweet in Entire Graph:
[222] twitter.com
[130] timesofisrael.com
[29] forbes.com
[25] bloomberg.com
[23] singularityhub.com
[15] jpost.com
[12] gigazine.net
[11] co.uk
[10] vegconomist.com
[9] natlawreview.com

Top Domains in Tweet in G1:
[58] twitter.com
[18] singularityhub.com
[11] forbes.com
[9] jpost.com
[7] bloomberg.com
[7] google.com
[6] nih.gov
[5] natlawreview.com
[4] idtechex.com
[4] co.uk

Top Domains in Tweet in G2:
[116] timesofisrael.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] knowablemagazine.org
[1] afhu.org
[1] proteinreport.org
[1] jpost.com
[1] innovationsfood.com

Top Domains in Tweet in G4:
[7] timesofisrael.com
[5] twitter.com
[4] foodnavigator-usa.com
[2] techcrunch.com
[2] vox.com
[1] washingtonpost.com
[1] thebreakthrough.org
[1] co.uk
[1] eventbrite.com
[1] faunalytics.org

Top Domains in Tweet in G5:
[9] twitter.com
[2] co.uk
[1] avecom.be
[1] synthesis.capital
[1] theguardian.com
[1] dailynewsdig.com
[1] hedweb.com
[1] uoguelph.ca
[1] nih.gov

Top Domains in Tweet in G6:
[11] twitter.com
[2] benzinga.com
[2] pesgresearch.com
[2] yahoo.com
[2] alt-meat.net
[1] forbes.com
[1] ourworldindata.org
[1] time.com
[1] science.org
[1] ibtimes.sg

Top Domains in Tweet in G7:
[8] twitter.com
[5] foodmatterslive.com
[3] forbes.com
[1] futureofproteinproduction.com

Top Domains in Tweet in G8:
[8] forbes.com
[5] bloomberg.com
[2] singularityhub.com
[1] twitter.com
[1] businesswire.com
[1] daofoods.com

Top Domains in Tweet in G9:
[1] washingtonpost.com
[1] edu.au
[1] home.saxo
[1] marketwatch.com
[1] forbes.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] idtechex.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] culturedmeat
[28] cultivatedmeat
[18] meat
[9] foodtech
[9] synbio
[9] vegan
[7] bsfa
[7] food
[6] sustainability
[5] kosher



Top Hashtags in Tweet in G1:
[13] meat
[9] cultivatedmeat
[8] culturedmeat
[5] justegg
[5] nicolejunkermann
[4] news
[3] labgrownmeat
[3] forecasting
[3] kosher
[3] plantbased

Top Hashtags in Tweet in G3:
[3] foodtech
[2] food
[1] cultivatedmeat
[1] sustainable
[1] innovation
[1] research
[1] study
[1] culturedmeat

Top Hashtags in Tweet in G4:
[8] cultivatedmeat
[2] culturedmeat
[1] cellag

Top Hashtags in Tweet in G5:
[1] actonclimate
[1] climate
[1] cop27
[1] makepetitions
[1] everybody
[1] protect
[1] all
[1] foodforests

Top Hashtags in Tweet in G6:
[6] culturedmeat
[4] cultivatedmeat
[2] technology
[2] innovative
[2] climatechange
[2] netzero
[1] foodtech
[1] greentech
[1] future
[1] startups

Top Hashtags in Tweet in G7:
[4] culturedmeat
[2] vegans
[1] cultivatedmeat
[1] foodtech
[1] agrifood
[1] startups
[1] tenpercentlaw
[1] climateaction
[1] writingcommunity

Top Hashtags in Tweet in G8:
[3] cultivatedmeat
[2] singapore
[1] affordable
[1] culturedmeat
[1] goodmeat
[1] culturedchicken
[1] singularityhub
[1] foodtech
[1] meat
[1] crispr

Top Hashtags in Tweet in G9:
[3] culturedmeat
[1] climate

Top Words
Top Words in Tweet in Entire Graph:
[1363] meat
[852] cultured
[187] based
[160] cells
[148] food
[143] lab
[136] cell
[132] company
[132] rabbi
[130] chief

Top Words in Tweet in G1:
[256] meat
[181] cultured
[36] production
[36] based
[28] products
[27] approval
[27] cultivated
[26] lab
[26] grown
[24] eat

Top Words in Tweet in G2:
[115] ユダヤの食事規則
[115] の判断
[115] 肉じゃないことになったらしい
[115] 培養肉に対するコーシャ
[114] kyukimasa
[2] 培養肉チーズバーガーは見た目ではどっちなのか区別がつかず
[2] という見た目にすることの制限もあるそう
[2] 食事規則の禁止行為に人を誘導してしまうおそれがあるため
[2] 培養肉が
[2] いかにも肉料理

Top Words in Tweet in G3:
[100] meat
[97] cultured
[93] avikaner
[89] cells
[87] rabbi
[86] chief
[86] stem
[85] using
[85] pareve
[85] company

Top Words in Tweet in G4:
[73] meat
[65] cultured
[26] people
[23] cell
[20] vegan
[18] scared
[17] great
[16] based
[16] seen
[16] re

Top Words in Tweet in G5:
[25] meat
[22] cultured
[8] fermentation
[8] climate
[8] use
[8] precision
[7] stevecjjones
[7] make
[6] one
[6] agriculture

Top Words in Tweet in G6:
[84] meat
[47] cultured
[23] love
[17] stkhfoods
[13] industry
[13] really
[12] actually
[12] thetweetofrhea
[12] cell
[11] morals

Top Words in Tweet in G7:
[30] singapore
[28] meat
[27] free
[26] serum
[22] cultured
[19] approval
[17] another
[16] proud
[16] announce
[16] milestone

Top Words in Tweet in G8:
[74] meat
[37] cultured
[29] production
[28] scale
[27] cell
[25] food
[23] company
[22] good
[22] global
[22] eat

Top Words in Tweet in G9:
[33] see
[31] scared
[31] farm
[31] people
[31] factory
[31] mbolotnikova
[31] paper
[31] middle
[31] small
[31] love

Top Words in Tweet in G10:
[98] meat
[32] carcinogenic
[32] toxic
[32] based
[32] soon
[32] burger
[32] plant
[32] haroldhawaiki
[32] human
[32] buy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[703] cultured,meat
[125] chief,rabbi
[120] plant,based
[115] の判断,肉じゃないことになったらしい
[115] 培養肉に対するコーシャ,ユダヤの食事規則
[115] ユダヤの食事規則,の判断
[114] kyukimasa,培養肉に対するコーシャ
[101] meat,produced
[101] israel's,chief
[89] stem,cells

Top Word Pairs in Tweet in G1:
[155] cultured,meat
[22] lab,grown
[20] plant,based
[19] meat,production
[18] cultivated,meat
[16] chief,rabbi
[14] grown,meat
[13] eat,scale
[13] production,gaining
[13] approval,singapore

Top Word Pairs in Tweet in G2:
[115] ユダヤの食事規則,の判断
[115] 培養肉に対するコーシャ,ユダヤの食事規則
[115] の判断,肉じゃないことになったらしい
[114] kyukimasa,培養肉に対するコーシャ
[2] と判断されたとしても,いかにも肉料理
[2] という見た目にすることの制限もあるそう,培養肉チーズバーガーは見た目ではどっちなのか区別がつかず
[2] 培養肉が,肉ではない
[2] 培養肉チーズバーガーは見た目ではどっちなのか区別がつかず,食事規則の禁止行為に人を誘導してしまうおそれがあるため
[2] いかにも肉料理,という見た目にすることの制限もあるそう
[2] 肉ではない,と判断されたとしても

Top Word Pairs in Tweet in G3:
[94] cultured,meat
[85] stem,cells
[84] israeli,company
[84] using,stem
[84] rabbi,ruled
[84] meat,produced
[84] israel's,chief
[84] company,using
[84] ruled,cultured
[84] produced,israeli

Top Word Pairs in Tweet in G4:
[59] cultured,meat
[18] cell,cultured
[18] people,scared
[15] made,great
[15] seen,stuff
[15] great,postopinions
[15] stuff,re
[15] scared,cultured
[15] gets,made
[15] eating,gets

Top Word Pairs in Tweet in G5:
[22] cultured,meat
[8] precision,fermentation
[7] meat,precision
[4] renezzbro,animalethics
[4] alexander_lees,alicksimmons
[4] activismoeficaz,renezzbro
[4] alicksimmons,amiesphilip
[3] one,reason
[3] reason,hope
[3] land,use

Top Word Pairs in Tweet in G6:
[41] cultured,meat
[12] cell,cultured
[11] behind,cell
[11] really,love
[11] taste,nice
[11] juicy,porterhouse
[11] actually,taste
[11] love,actually
[11] meat,love
[11] ethics,behind

Top Word Pairs in Tweet in G7:
[22] cultured,meat
[18] approval,singapore
[16] announce,historic
[16] singapore,another
[16] historic,serum
[16] serum,free
[16] free,approval
[16] milestone,entire
[16] another,milestone
[16] proud,announce

Top Word Pairs in Tweet in G8:
[36] cultured,meat
[27] scale,production
[22] cell,cultured
[21] company,eat
[21] significantly,scale
[21] inc,cell
[21] eat,inc
[21] meat,division
[20] food,tech
[20] good,meat

Top Word Pairs in Tweet in G9:
[31] factory,farm
[31] see,head
[31] small,local
[31] iowa,factory
[31] people,scared
[31] middle,iowa
[31] local,paper
[31] write,people
[31] paper,middle
[31] farm,country

Top Word Pairs in Tweet in G10:
[32] toxic,insects
[32] human,meat
[32] carcinogenic,3d
[32] plant,based
[32] insects,human
[32] buy,meat
[32] based,burger
[32] meat,toxic
[32] meat,plant
[32] 3d,meat

Top Replied-To
Top Replied-To in Entire Graph:
@unusual_whales
@john123aj
@avikaner
@linkofhyrule89
@pjsercel
@yeastgenomix
@georgemonbiot
@criticalsfl
@veganella_
@jacquesthibs

Top Replied-To in G3:
@avikaner
@drpunknomad
@thrillscience
@j_d_parker
@daniel85401173
@maltman613

Top Replied-To in G4:
@vegan_v_vegan
@mikegrunwald
@meaning_enjoyer
@missmayn
@_kaitlingrady
@paulhshapiro
@6secondsintime

Top Replied-To in G5:
@yeastgenomix
@webmasterdave
@unpop_science
@stevecjjones
@mikemason_co2
@jdschoolmeester
@redouad
@stijnbruers
@bethanstagg
@daisydunnesci

Top Replied-To in G6:
@mercyforanimals
@biomickwatson
@stkhfoods
@twittinstuff
@time
@alt_meat
@sallyjoagain
@arielnessel
@steven_molino
@alephfarms

Top Replied-To in G7:
@bgepstein
@doyendon
@marleenwijs
@hermanobeaumont

Top Replied-To in G8:
@forbes

Top Replied-To in G9:
@huff_joelsymnds
@killerx0x12
@mbolotnikova

Top Mentioned
Top Mentioned in Entire Graph:
@kyukimasa
@avikaner
@mbolotnikova
@haroldhawaiki
@jcokechukwu
@wholemarsblog
@joshtetrick
@sapinker
@fleroy1974
@forbes

Top Mentioned in G1:
@daring35991901
@natlawlegalmktg
@natlawemployer

Top Mentioned in G2:
@kyukimasa
@ayano_kova

Top Mentioned in G3:
@avikaner
@hebrewu
@believermeats
@wilkismilk
@yaakovnahmias
@amfriendshu

Top Mentioned in G4:
@postopinions
@paulhshapiro
@quaid_rowan
@believermeats
@timesofisrael
@ewatsonwrites
@naturefoodjnl
@briankateman
@vftafoundation
@orbillion1

Top Mentioned in G5:
@stevecjjones
@rob_chipman
@alexander_lees
@alicksimmons
@amiesphilip
@pauldolman3
@herbivorize
@ksafricahack
@renezzbro
@animalethics

Top Mentioned in G6:
@stkhfoods
@thetweetofrhea
@forbesscience
@biomickwatson
@usda
@deptofdefense
@_hannahritchie
@alephfarms
@pesgresearch
@thejudean

Top Mentioned in G7:
@joshtetrick
@stef_bottinelli
@tuftsuniversity
@unculturedmeat
@upsidefoods
@ishadatar
@goodfoodinst
@mosa_meat
@newharvestorg
@umavaleti

Top Mentioned in G8:
@forbes
@goodmeat
@singularityhub
@bjeaglefeather
@climate
@joshtetrick
@us_fda
@sdvdouglas
@cocojournalist
@hubers_butchery

Top Mentioned in G9:
@mbolotnikova
@animalstudies1
@bahamut2001
@geesince2k
@anuragsason
@oterrifying
@johann_bjorn

Top Mentioned in G10:
@haroldhawaiki

Top Tweeters
Top Tweeters in Entire Graph:
@andyvermaut
@stigmabaseu
@superalloyzz
@flashalert_me
@unanao
@newsfilterio
@oregakitaworld
@thedextazlab
@business
@adekleine

Top Tweeters in G1:
@andyvermaut
@stigmabaseu
@flashalert_me
@newsfilterio
@thedextazlab
@stckpro
@lucas_wyrsch
@davidpapp
@jchapman1729
@shehzadyounis

Top Tweeters in G2:
@superalloyzz
@unanao
@oregakitaworld
@fuji_503
@tareneko_72
@sige1225
@touya1080
@yarakado
@kerokero36
@eraxmao

Top Tweeters in G3:
@qbankendy
@marie_laveau_
@elioryab
@impsardo
@rjgms
@pierre018
@kamiphenonymous
@kan7sas
@bold_counsel
@wasbappin

Top Tweeters in G4:
@ghayasm73
@timesofisrael
@burntoututopian
@postopinions
@bw
@mckellogs
@voxdotcom
@awokerosearisen
@byhedge
@kawa_yoshi18

Top Tweeters in G5:
@nasrene41
@browngravy_93
@klaufimiani
@snuggles84
@trevor3000
@amiesphilip
@ninezzone
@rachelch35
@friedmann_f
@sharibearpaws1

Top Tweeters in G6:
@time
@justsomeguy2u
@biomickwatson
@mercyforanimals
@sallyjoagain
@bovidiva
@thetweetofrhea
@deptofdefense
@forbesscience
@phoebe_suzanne

Top Tweeters in G7:
@lawlor224
@basuashis
@laurelz
@caripert
@finchinabq
@frankorestovic
@tuftsuniversity
@foodmatterslive
@bukston
@magnaleonel

Top Tweeters in G8:
@markplackett1
@forbes
@mojamesapted
@aothmanl
@bjeaglefeather
@shafiipour
@benjizee
@bubblejunction
@nanotrac
@r_1990npshskya

Top Tweeters in G9:
@adekleine
@codeforpdx
@chaplinscourage
@beartrust
@likeitsays
@booksyalove
@arthursmid
@thatsmoreamoore
@birddinners
@navin391

Top Tweeters in G10:
@4est2j
@kheatherbrown
@soyheimdal
@realtorlolita
@patterikathy
@riseoftheproles
@ricardoeug
@novak660
@ajoshea88
@abortionismurd8


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