cell-based meat, Twitter, 10/12/2021 9:56:00 PM, 264399


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cell-based meat Twitter NodeXL SNA Map and Report for Tuesday, 12 October 2021 at 21:53 UTC
cell-based meat Twitter NodeXL SNA Map and Report for Tuesday, 12 October 2021 at 21:53 UTC
From:
docassar
Uploaded on:
October 12, 2021
Short Description:
cell-based meat via NodeXL https://bit.ly/3ABCbnF
@craftmeati
@theeconomist
@cellagritech
@grownunder
@bluenaluinc
@jonfasman
@economistpods
@skryb
@shiokmeats
@roslintech

Top hashtags:
#cellbasedmeat
#futureoffood
#ashtonkutcher
#slaughterfree
#cellag
#cellbased

Description:
Description
The graph represents a network of 172 Twitter users whose recent tweets contained "cell-based meat", 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 Tuesday, 12 October 2021 at 21:54 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 0-minute period from Monday, 04 October 2021 at 13:39 UTC to Tuesday, 12 October 2021 at 17:39 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 : 172
Unique Edges : 254
Edges With Duplicates : 169
Total Edges : 423
Number of Edge Types : 5
Retweet : 88
MentionsInRetweet : 164
Replies to : 10
Tweet : 46
Mentions : 115
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.015748031496063
Reciprocated Edge Ratio : 0.0310077519379845
Connected Components : 48
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 286
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.500767
Graph Density : 0.0087719298245614
Modularity : 0.535116
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 172 Twitter users whose recent tweets contained "cell-based meat", 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 Tuesday, 12 October 2021 at 21:54 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 0-minute period from Monday, 04 October 2021 at 13:39 UTC to Tuesday, 12 October 2021 at 17:39 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 : cell-based 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://vegnews.com/2021/10/ashton-kutcher-cell-based-meat
[12] https://econ.trib.al/B6siniM
[12] https://econ.trib.al/UuLdSAj
[11] https://econ.trib.al/w1YeE88
[9] https://www.economist.com/podcasts/2021/10/05/a-new-anthropocene-diet-the-future-of-food?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter
[6] https://vision4thefuture.co/lab-made-dairy-products/
[6] https://www.fooddive.com/news/75-of-cell-based-meat-companies-prefer-the-term-cultivated-for-their-pro/607500/
[5] https://channels.ft.com/en/foodrevolution/lab-grown-meat-the-future-of-food/?utm_content=buffer9816a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://econ.trib.al/AoNqILv
[4] https://econ.trib.al/fJkeRl8

Top URLs in Tweet in G1:
[12] https://econ.trib.al/UuLdSAj
[12] https://econ.trib.al/B6siniM
[11] https://econ.trib.al/w1YeE88
[9] https://www.economist.com/podcasts/2021/10/05/a-new-anthropocene-diet-the-future-of-food?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter
[5] https://econ.trib.al/AoNqILv
[4] https://econ.trib.al/NL8KzOD
[4] https://econ.trib.al/fJkeRl8
[3] https://econ.trib.al/6yo11AH
[2] https://econ.trib.al/BfqdN5n
[2] https://econ.trib.al/hX2OEYl

Top URLs in Tweet in G2:
[2] https://www.fooddive.com/news/75-of-cell-based-meat-companies-prefer-the-term-cultivated-for-their-pro/607500/
[2] https://vegnews.com/2021/10/ashton-kutcher-cell-based-meat
[1] https://plantbasednews.org/lifestyle/food/cell-cultured-meat-could-hit-grocery-stores-in-next-5-years-predicts-expert/
[1] https://www.meatpoultry.com/articles/25595-crowding-on-the-cell-based-bandwagon
[1] https://www.ecowatch.com/cell-based-food-climate-change-2649951865.html
[1] https://facebook.com/170838427821860/posts/373108070928227/?d=n
[1] https://www.linkedin.com/slink?code=da6jQa5d
[1] https://newrepublic.com/article/163857/lab-meat-marketing-gmo-foods
[1] https://www.studyfinds.org/people-experience-pain-eating/
[1] https://twitter.com/gregory_chupa/status/1446080921363492868

Top URLs in Tweet in G3:
[3] https://www.greenqueen.com.hk/amp/cell-based-meat-economy-boost/
[3] https://www.greenqueen.com.hk/animal-alternative-technologies-renaissance-farm-cell-based-meat/?utm_content=bufferec53f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.greenqueen.com.hk/hong-kong-cell-based-meat-study/
[2] https://www.economist.com/podcasts/2021/10/05/a-new-anthropocene-diet-the-future-of-food
[2] https://www.foodingredientsfirst.com/news/cell-based-antelope-could-cultured-meat-unlock-southern-africas-nutrition-problems.html
[1] https://techcrunch.com/2021/09/27/new-age-meats-bites-into-25m-for-cultured-meat-product-line-development/?utm_content=buffer97d50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.foodingredientsfirst.com/news/cell-based-antelope-could-cultured-meat-unlock-southern-africas-nutrition-problems.html#.YV2so6A7Z2A.twitter
[1] https://www.facebook.com/PenangScienceCluster/videos/353356909554610
[1] https://www.livekindly.co/singapore-startup-world-first-cultured-crab/
[1] https://shiokmeats.com/shiok-meats-showcases-the-worlds-first-ever-cell-based-crab-meat-in-a-private-tasting-event/

Top URLs in Tweet in G4:
[12] https://vegnews.com/2021/10/ashton-kutcher-cell-based-meat

Top URLs in Tweet in G5:
[3] https://vegconomist.com/cultivated/herotein-partners-with-mission-barns-to-bring-first-hybrid-cultivated-plant-based-meat-products-to-china/
[2] https://www.fooddive.com/news/75-of-cell-based-meat-companies-prefer-the-term-cultivated-for-their-pro/607500/
[1] https://www.frontiersin.org/articles/10.3389/fsufs.2021.744199/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FSUSTAIN_XXXXXXXX_auto-dlvrit
[1] https://gfi.org/blog/cultivated-meat-a-growing-nomenclature-consensus/

Top URLs in Tweet in G6:
[2] https://medium.com/futurefood/one-week-in-a-post-18-plant-based-ingredients-you-can-pronounce-celebs-craziness-on-cellular-ag-30e1b1a51a40
[1] https://www.linkedin.com/pulse/why-you-should-keep-your-eye-cell-based-meat-kory-zelickson-/

Top URLs in Tweet in G7:
[6] https://vision4thefuture.co/lab-made-dairy-products/

Top URLs in Tweet in G8:
[2] https://www.linkedin.com/pulse/gfis-attempt-dismiss-counter-story-cell-based-meat-paul-wood-ao

Top URLs in Tweet in G9:
[1] https://vegnews.com/2021/10/ashton-kutcher-cell-based-meat

Top URLs in Tweet in G10:
[5] https://channels.ft.com/en/foodrevolution/lab-grown-meat-the-future-of-food/?utm_content=buffer9816a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://techcrunch.com/2021/09/27/new-age-meats-bites-into-25m-for-cultured-meat-product-line-development/?utm_content=buffer97d50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[55] trib.al
[19] vegnews.com
[13] com.hk
[11] economist.com
[7] fooddive.com
[6] linkedin.com
[6] vision4thefuture.co
[6] plantbasednews.org
[5] ft.com
[4] vegconomist.com

Top Domains in Tweet in G1:
[55] trib.al
[9] economist.com

Top Domains in Tweet in G2:
[3] linkedin.com
[3] vegnews.com
[2] fooddive.com
[2] newrepublic.com
[1] plantbasednews.org
[1] meatpoultry.com
[1] ecowatch.com
[1] facebook.com
[1] studyfinds.org
[1] twitter.com

Top Domains in Tweet in G3:
[9] com.hk
[3] foodingredientsfirst.com
[2] economist.com
[1] techcrunch.com
[1] facebook.com
[1] livekindly.co
[1] shiokmeats.com

Top Domains in Tweet in G4:
[12] vegnews.com

Top Domains in Tweet in G5:
[3] vegconomist.com
[2] fooddive.com
[1] frontiersin.org
[1] gfi.org

Top Domains in Tweet in G6:
[2] medium.com
[1] linkedin.com

Top Domains in Tweet in G7:
[6] vision4thefuture.co

Top Domains in Tweet in G8:
[2] linkedin.com

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

Top Domains in Tweet in G10:
[5] ft.com
[1] techcrunch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] cellbasedmeat
[8] futureoffood
[7] ashtonkutcher
[7] slaughterfree
[7] cellag
[7] cellbased
[6] invention
[6] newinvention
[6] newinventions
[6] newtech



Top Hashtags in Tweet in G2:
[2] cellbasedmeat
[2] 3dprinting
[1] greenative
[1] plantbasedmeat
[1] xprize
[1] comogale
[1] additivemanufacturing
[1] vegan
[1] plantbased
[1] vegano

Top Hashtags in Tweet in G3:
[4] mytwitteranniversary
[3] cultivatedmeat
[3] foodtech
[3] nutrition
[2] cellbasedmeat
[2] startup
[2] southafrica
[2] foodsecurity
[2] cellbased
[2] meat

Top Hashtags in Tweet in G4:
[7] ashtonkutcher
[7] slaughterfree
[1] yesorno

Top Hashtags in Tweet in G6:
[1] cellbasedmeat
[1] innovation

Top Hashtags in Tweet in G7:
[6] invention
[6] newinvention
[6] newinventions
[6] newtech
[6] futuretech
[6] newtechnology
[6] futuretechnology

Top Hashtags in Tweet in G10:
[6] futureoffood
[6] cellag
[6] cellbasedmeat
[5] highersteaks

Top Words
Top Words in Tweet in Entire Graph:
[201] meat
[170] cell
[167] based
[131] farming
[91] cultured
[82] future
[80] food
[77] plant
[77] lab
[73] grown

Top Words in Tweet in G1:
[128] farming
[64] babbage
[64] jonfasman
[64] lab
[64] grown
[64] plant
[64] based
[64] meat
[64] future
[64] food

Top Words in Tweet in G2:
[30] meat
[23] cell
[22] based
[7] ashton
[7] kutcher
[7] company
[7] 3d
[7] bioprinting
[6] joins
[6] develop

Top Words in Tweet in G3:
[14] meat
[11] s
[9] cell
[9] based
[7] end
[7] agree
[7] future
[6] uk
[6] animal
[5] cultured

Top Words in Tweet in G4:
[12] meat
[10] 3d
[10] aplusk
[8] meatech3d
[7] printed
[7] made
[7] without
[7] animals
[7] takes
[7] thank

Top Words in Tweet in G5:
[12] meat
[11] based
[8] cultivated
[5] cell
[5] plant
[5] fat
[4] goodfoodinst
[4] w
[3] herotein
[3] missionbarns

Top Words in Tweet in G6:
[4] celebrities
[4] more
[3] mosa_meat
[3] meat
[2] major
[2] influencers
[2] seeing
[2] investing
[2] upcoming
[2] brands

Top Words in Tweet in G7:
[12] cell
[6] lab
[6] made
[6] dairy
[6] products
[6] ve
[6] heard
[6] cultured
[6] meat
[6] wagyu

Top Words in Tweet in G8:
[3] article
[3] counter
[3] cell
[3] based
[3] meat
[2] check
[2] out
[2] latest
[2] gfi's
[2] attempt

Top Words in Tweet in G10:
[10] uk
[6] #futureoffood
[6] cell
[6] based
[6] #cellag
[6] #cellbasedmeat
[5] look
[5] journalist
[5] emiko
[5] terazono

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[130] based,meat
[80] cell,based
[77] plant,based
[71] future,food
[69] cell,cultured
[67] meat,future
[66] lab,grown
[64] babbage,jonfasman
[64] jonfasman,lab
[64] grown,plant

Top Word Pairs in Tweet in G1:
[64] babbage,jonfasman
[64] jonfasman,lab
[64] lab,grown
[64] grown,plant
[64] plant,based
[64] based,meat
[64] meat,future
[64] future,food
[64] food,grownunder
[64] grownunder,explores

Top Word Pairs in Tweet in G2:
[17] cell,based
[15] based,meat
[7] ashton,kutcher
[7] meat,company
[7] 3d,bioprinting
[6] kutcher,joins
[6] joins,cell
[6] company,develop
[6] develop,3d
[5] plant,based

Top Word Pairs in Tweet in G3:
[9] cell,based
[4] 5,yrs
[4] yrs,ago
[4] ago,launched
[4] launched,filmmaking
[4] filmmaking,journey
[4] journey,chronicle
[4] chronicle,birth
[4] birth,clean
[4] clean,cultured

Top Word Pairs in Tweet in G4:
[7] 3d,printed
[7] printed,meat
[7] meat,made
[7] made,without
[7] without,animals
[7] animals,takes
[7] takes,aplusk
[7] aplusk,thank
[7] thank,#ashtonkutcher
[7] #ashtonkutcher,#slaughterfree

Top Word Pairs in Tweet in G5:
[5] plant,based
[5] based,meat
[5] cultivated,meat
[4] cell,based
[3] hybrid,cultivated
[3] meat,products
[2] matter,fat
[2] fat,big
[2] big,deal
[2] deal,chinese

Top Word Pairs in Tweet in G6:
[2] celebrities,major
[2] major,influencers
[2] influencers,seeing
[2] seeing,more
[2] more,more
[2] more,celebrities
[2] celebrities,investing
[2] investing,upcoming
[2] upcoming,brands
[2] brands,recently

Top Word Pairs in Tweet in G7:
[6] lab,made
[6] made,dairy
[6] dairy,products
[6] products,ve
[6] ve,heard
[6] heard,cultured
[6] cultured,meat
[6] meat,wagyu
[6] wagyu,steaks
[6] steaks,grown

Top Word Pairs in Tweet in G8:
[3] cell,based
[3] based,meat
[2] check,out
[2] out,latest
[2] latest,article
[2] article,gfi's
[2] gfi's,attempt
[2] attempt,dismiss
[2] dismiss,counter
[2] counter,story

Top Word Pairs in Tweet in G10:
[6] cell,based
[5] #futureoffood,look
[5] look,uk
[5] uk,journalist
[5] journalist,emiko
[5] emiko,terazono
[5] terazono,visits
[5] visits,two
[5] two,cell
[5] based,meat

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jonfasman
@grownunder
@bluenaluinc
@aplusk
@econus
@meatech3d
@hoxtonfarms
@goodfoodinst
@umavaleti
@upsidefoods

Top Mentioned in G1:
@jonfasman
@grownunder
@bluenaluinc
@econus
@pacificoaqua_bc

Top Mentioned in G3:
@umavaleti
@upsidefoods
@theeconomist
@eatgourmey
@greenqueenhk
@comogale
@fooding1st

Top Mentioned in G4:
@aplusk
@meatech3d
@vegnews
@anuga

Top Mentioned in G5:
@goodfoodinst
@missionbarns
@vegconomist

Top Mentioned in G6:
@mosa_meat
@leodicaprio
@alephfarms
@clairececchini
@justegg
@newagemeats

Top Mentioned in G8:
@linkedin
@david_griso
@ghgguru

Top Mentioned in G9:
@berensonsghost
@44magnumblue1
@jakecoco
@joerogan

Top Mentioned in G10:
@hoxtonfarms

Top Tweeters
Top Tweeters in Entire Graph:
@world_news_eng
@thescotsman
@theeconomist
@kjgheroman
@pvtjokerus
@vsnpenn
@earthaccounting
@hakangunery_
@shauncoffey
@deduped_economi

Top Tweeters in G1:
@world_news_eng
@theeconomist
@kjgheroman
@hakangunery_
@deduped_economi
@jfrusci
@jamescounihan1
@sdelagrave
@tigrinyan
@ezeonufo

Top Tweeters in G2:
@3dprintmaven
@positiveradio
@makers_movement
@gregory_chupa
@ryanbethencourt
@reginabanali
@veganinsight
@meatpoultry
@ttranpham
@joshuamarch

Top Tweeters in G3:
@ra_mc
@craftmeati
@skryb
@fooding1st
@greenqueenhk
@protein_report
@upsidefoods
@davehansford4
@lizmarsfilm
@profjbmatthews

Top Tweeters in G4:
@carlokarl
@ale6altrove
@pepe_nature
@augustakaiserin
@vegnews
@rtopitsch
@aplusk
@sophiajennifer5
@philliprussopov
@jshpigler

Top Tweeters in G5:
@goodfoodinst
@foodpreneurscom
@joyancepartners
@meganpoinski
@welllibrarian
@charlie_runners
@vegconomist
@missionbarns

Top Tweeters in G6:
@ffoodinstitute
@justegg
@leodicaprio
@clairececchini
@alephfarms
@newagemeats
@mosa_meat
@kzelickson

Top Tweeters in G7:
@whatisayisnt
@ironstar95
@sirlambomoon
@oracleatmushin
@vision4future1
@rabigo369

Top Tweeters in G8:
@shauncoffey
@linkedin
@ghgguru
@david_griso
@berkeleyrabe
@paulwood1508

Top Tweeters in G9:
@pvtjokerus
@ings4palin
@joerogan
@jakecoco
@44magnumblue1
@berensonsghost

Top Tweeters in G10:
@stevecjjones
@cellagritech
@rexjeanna
@midoriecosystem
@hoxtonfarms