#circulareconomy, Twitter, 1/25/2020 1:59:54 PM, 220265


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#circulareconomy_2020-01-25_03-31-46.xlsx
#circulareconomy_2020-01-25_03-31-46.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 25, 2020
Short Description:
#circulareconomy via NodeXL http://bit.ly/2RtgSRU
@dpontarlier
@circulareconomy
@afrozshah1
@cocacolaco
@wef
@sianberry
@lhughes_design
@eu_env
@wbcsd
@circulardsgnrb

Top hashtags:
#circulareconomy
#sustainability
#zerowaste
#wef20
#recycling
#sustainable

Description:
Description
The graph represents a network of 7,386 Twitter users whose recent tweets contained "#circulareconomy", 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, 25 January 2020 at 12:12 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 46-minute period from Friday, 17 January 2020 at 08:43 UTC to Saturday, 25 January 2020 at 11:29 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 : 7386
Unique Edges : 10898
Edges With Duplicates : 3112
Total Edges : 14010
Number of Edge Types : 5
Tweet : 1451
MentionsInRetweet : 6122
Mentions : 3078
Replies to : 277
Retweet : 3082
Self-Loops : 1486
Reciprocated Vertex Pair Ratio : 0.0159282314170633
Reciprocated Edge Ratio : 0.0313570012614886
Connected Components : 876
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 5300
Maximum Edges in a Connected Component : 11485
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.92413
Graph Density : 0.000203462753464486
Modularity : 0.731886
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,386 Twitter users whose recent tweets contained "#circulareconomy", 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, 25 January 2020 at 12:12 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 46-minute period from Friday, 17 January 2020 at 08:43 UTC to Saturday, 25 January 2020 at 11:29 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 : #circulareconomy
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://industrywired.com/the-role-of-ai-in-achieving-a-circular-economy-in-smart-cities/
[22] https://www.rebornpaints.co.uk/
[17] https://biomarketinsights.com/world-bio-markets-outlook-2020-kaya-kaplancali-from-bioserie/
[13] https://www.theguardian.com/environment/2020/jan/22/worlds-consumption-of-materials-hits-record-100bn-tonnes-a-year?CMP=share_btn_tw
[13] https://twitter.com/circleeconomy/status/1219608762182488065
[12] https://www.theguardian.com/cities/2020/jan/13/the-case-for-never-demolishing-another-building
[11] https://t.co/SMs47zPiOx
[11] https://www.theguardian.com/environment/2020/jan/22/worlds-consumption-of-materials-hits-record-100bn-tonnes-a-year
[11] https://www.rateitgreen.com/green-building-community/discussions/sustainable-building-communities/do-we-have-the-capital-to-fuel-the-sustainable-transition/2974
[11] https://twinybots.ch/

Top URLs in Tweet in G1:
[6] https://twitter.com/circleeconomy/status/1219608762182488065
[5] https://www.wbcsd.org/Circular-Transition-Indicators
[5] https://www.weforum.org/agenda/2019/11/build-circular-economy-stop-recycling
[4] https://www.weforum.org/agenda/2020/01/the-world-needs-a-circular-economy-lets-make-it-happen/
[3] https://www.thredup.com/fashionfootprint
[3] https://www.circularity-gap.world/
[2] https://twitter.com/riikkalep/status/1219959378603843585
[2] https://twitter.com/circulareconomy/status/1217806711899201536
[2] https://medium.com/circleeconomy/unwanted-clothes-happy-workers-exploring-the-potential-for-circular-textiles-to-have-a-positive-e99b24010938
[2] https://promo.wbcsd.org/davos-2020/

Top URLs in Tweet in G2:
[5] https://www.cnbc.com/video/2020/01/20/circulate-capital-invests-in-startups-and-smes-to-reduce-asias-ocean-waste.html
[4] https://www.weforum.org/agenda/2020/01/venture-capital-can-help-stem-ocean-plastic-waste/
[3] https://wp.me/p4LYMX-DD
[2] https://reusables.org/about-rpa/committees/?utm_source=hootsuite
[2] https://tweetedtimes.com/v/19351?s=tnp
[1] http://www.jd.com
[1] https://www.coca-colacompany.com/press-releases/the-coca-cola-company-and-jd-com-partner-to-explore-new-recycling-program-in-china
[1] https://www.coca-colacompany.com/sustainable-business/packaging-sustainability
[1] https://www.plasticmakers.com/
[1] https://reusables.org/events-trade-shows/rpa-at-modex-2020/?utm_source=hootsuite

Top URLs in Tweet in G3:
[6] https://twitter.com/AfrozShah1/status/1216270423974916096
[1] https://docs.google.com/forms/d/e/1FAIpQLSfV21sIkXNssW1sPLklMKkNWdYIG9TE4OUeldUB4reY9hMW-Q/viewform?usp=send_form
[1] https://twitter.com/NestleUKI/status/1217771132218200065
[1] https://twitter.com/AfrozShah1/status/1220351810424061952
[1] https://www.youtube.com/watch?v=vIrmoQ1SJ2M

[1] https://twitter.com/AfrozShah1/status/1206508606243385344
[1] https://www.recyclingtoday.com/article/congressional-plastics-solutions-task-force-launched/?utm_source=twitter&utm_medium=ReadyForSocial-wasteindustries.com
[1] https://www.forbes.com/sites/rebeccasuhrawardi/2019/12/16/want-to-know-what-truly-sustainable-denim-looks-like-in-2020-triarchy-denim-is-the-name-to-know/?utm_source=twitter&utm_medium=ReadyForSocial-wasteindustries.com
[1] https://www.pulselive.co.ke/news/meet-hope-mwanake-the-environmental-scientist-who-uses-throw-away-plastics-to-build/y58zj3r?utm_source=twitter&utm_medium=ReadyForSocial-wasteindustries.com
[1] https://www.greenbiz.com/article/how-dow-seeks-turn-plastic-waste-circular-resource?utm_source=twitter&utm_medium=ReadyForSocial-wasteindustries.com

Top URLs in Tweet in G4:
[12] https://www.rebornpaints.co.uk/
[6] https://repaircafe.org/en/
[4] https://www.ilovefreegle.org/
[3] https://tdma.info/social-economic-benefit-of-titanium-dioxide/
[2] https://www.greenbiz.com/article/new-tool-ellen-macarthur-foundation-aims-help-companies-measure-circularity
[2] https://www.ellenmacarthurfoundation.org/resources/apply/circulytics-measuring-circularity
[2] https://www.thinkdif.co/sessions/system-reset
[2] http://www.ethicalcorp.com/ellen-macarthur-foundation-launches-metrics-tool-bid-speed-circular-economy
[2] https://www.weforum.org/agenda/2020/01/how-can-we-accelerate-the-transition-to-a-circular-economy/
[2] http://www.newlifepaints.co.uk

Top URLs in Tweet in G5:
[6] http://www.ethicalcorp.com/ellen-macarthur-foundation-launches-metrics-tool-bid-speed-circular-economy
[5] https://twinybots.ch/
[5] https://industrywired.com/the-role-of-ai-in-achieving-a-circular-economy-in-smart-cities/
[3] https://bit.ly/386TPmb
[3] https://www.greenbiz.com/article/how-dow-seeks-turn-plastic-waste-circular-resource?utm_source=twitter&utm_medium=ReadyForSocial-wasteindustries.com
[2] https://repaircafe.org/en/
[2] https://sites.ziftsolutions.com/sage.ziftsolutions.com/8abfa5054688a72401469159d4100526?cid=8a9982066fb173fb016fb3817a1915b3&url=http%3A%2F%2F1sa.ge%2FCeCZ50xMVoD
[2] https://sites.ziftsolutions.com/sage.ziftsolutions.com/8abfa5054688a72401469159d4100526?cid=8a9982066fb173fb016fb3817a1915b3&url=http%3A%2F%2Fpic.twitter.com%2FpBWhal9ow5
[2] https://www.edie.net/news/5/Naked-products-and-take-back-schemes--How-are-businesses-designing-their-way-out-of-single-use-plastics-/
[2] https://medium.com/@eraser/dones-falsos-dones-bienes-comunes-y-explotaci%C3%B3n-en-las-redes-digitales-489a1753144d?source=friends_link&sk=942b0d7488e41ae5d10bb7db1404d949

Top URLs in Tweet in G6:
[8] https://ecostandard.org/wp-content/uploads/2020/01/ECOS-WORK-PROGRAMME-2020-MR.pdf
[8] https://www.rebornpaints.co.uk/
[3] http://www.eureau.org/documents/diverse/4375-eureau-answer-to-the-public-consultation-on-the-new-circular-economy-package/file
[3] https://www.react-project.net/resources/newsletter/
[3] https://twitter.com/HennaVirkkunen/status/1219888879710408706
[3] https://www.gerri-germany.org/
[2] https://twitter.com/EU_Growth/status/1219617437114650625
[2] http://circitnord.com/inspiration-cases/
[2] https://ec.europa.eu/info/law/better-regulation/initiatives/ares-2019-7907872_en
[2] https://www.youtube.com/watch?v=7b-qKgNjjyQ&feature=youtu.be


Top URLs in Tweet in G7:
[11] https://t.co/SMs47zPiOx
[10] https://industrywired.com/the-role-of-ai-in-achieving-a-circular-economy-in-smart-cities/
[5] https://gwand.org/en/gwand-sustainable-fashion-festival-ifa-paris/
[4] http://www.eongroup.co/connected-products-economy
[4] https://soundcloud.com/applied-innovation/closing-the-loop-on-the-circular-fashion-economy
[3] http://createsend.com/t/r-9B01639EAAC2AB2F2540EF23F30FEDED
[2] https://twitter.com/sacarlin48/status/1218311187063902208
[2] https://twitter.com/DarrenPlymouth/status/1220803671967064065
[2] https://packagingeurope.com/emf-circulytics/?utm_source=WeeklyNewsletter&utm_medium=News
[2] https://www.linkedin.com/feed/update/urn:li:activity:6626509259007905792

Top URLs in Tweet in G8:
[11] https://cloud28plus.com/EMEA/article/antonio-neri-discusses-sustainable-technologies-at-the-bloomberg-sustainable-business-summit
[4] https://bbm-architects.co.uk/news/duncan-featured-in-the-guardian/
[3] https://www.theguardian.com/cities/2020/jan/13/the-case-for-never-demolishing-another-building
[3] https://www.ft.com/reports/circular-economy
[2] https://twitter.com/CarrigINT/status/1217046234814386176
[2] https://circularlondon.org/co-working-space/
[2] https://www.theguardian.com/environment/2020/jan/22/worlds-consumption-of-materials-hits-record-100bn-tonnes-a-year?CMP=share_btn_tw
[2] https://www.bbc.co.uk/news/science-environment-51040155?utm_campaign=Sustaianbility&utm_content=112505058&utm_medium=social&utm_source=twitter&hss_channel=tw-571183719
[2] https://blog.dell.com/en-us/wef-new-circular-economy-book-highlights-dells-sustainability-leadership/
[1] https://www.zappos.com/e/goods-for-good

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=AHKaChoCDW8&feature=youtu.be

[1] https://www.thredup.com/fashionfootprint
[1] https://www.theguardian.com/environment/2019/nov/14/plastic-substitute-made-of-fish-waste-hauls-in-uk-designer-dyson-award?CMP=share_btn_tw
[1] https://twitter.com/dezeen/status/1176413625709400064

Top URLs in Tweet in G10:
[1] https://www.telegraph.co.uk/opinion/2020/01/20/letters-queen-applauded-swift-sensible-decision/

Top Domains
Top Domains in Tweet in Entire Graph:
[454] twitter.com
[159] linkedin.com
[125] co.uk
[69] youtube.com
[58] theguardian.com
[50] weforum.org
[36] accenture.com
[35] forbes.com
[32] europa.eu
[24] industrywired.com

Top Domains in Tweet in G1:
[55] twitter.com
[21] weforum.org
[15] wbcsd.org
[12] linkedin.com
[6] greenbiz.com
[5] europa.eu
[5] climate-kic.org
[5] theguardian.com
[4] circularity-gap.world
[3] thredup.com

Top Domains in Tweet in G2:
[13] twitter.com
[5] reusables.org
[5] cnbc.com
[4] weforum.org
[3] wp.me
[2] coca-colacompany.com
[2] linkedin.com
[2] youtube.com
[2] unesda.eu
[2] tweetedtimes.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] google.com
[1] youtube.com
[1] recyclingtoday.com
[1] forbes.com
[1] co.ke
[1] greenbiz.com

Top Domains in Tweet in G4:
[20] twitter.com
[18] co.uk
[10] ellenmacarthurfoundation.org
[6] repaircafe.org
[5] forbes.com
[4] ilovefreegle.org
[4] tdma.info
[4] vimeo.com
[3] greenbiz.com
[3] ethicalcorp.com

Top Domains in Tweet in G5:
[66] twitter.com
[63] linkedin.com
[17] kankyobiz-career.jp
[11] theguardian.com
[10] youtube.com
[10] instagram.com
[8] ziftsolutions.com
[7] forbes.com
[7] greenbiz.com
[7] co.uk

Top Domains in Tweet in G6:
[42] twitter.com
[14] europa.eu
[10] co.uk
[9] youtube.com
[8] ecostandard.org
[3] eureau.org
[3] react-project.net
[3] gerri-germany.org
[2] theguardian.com
[2] weforum.org

Top Domains in Tweet in G7:
[42] twitter.com
[19] t.co
[10] industrywired.com
[7] impakter.com
[5] gwand.org
[5] linkedin.com
[5] soundcloud.com
[4] co.uk
[4] theguardian.com
[4] eongroup.co

Top Domains in Tweet in G8:
[11] twitter.com
[11] co.uk
[11] cloud28plus.com
[7] theguardian.com
[5] linkedin.com
[3] ft.com
[3] advancelondon.org
[2] forbes.com
[2] circularlondon.org
[2] circulareconomyclub.com

Top Domains in Tweet in G9:
[2] youtube.com
[1] thredup.com
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4355] circulareconomy
[602] sustainability
[479] zerowaste
[407] wef20
[274] recycling
[182] sustainable
[155] climatechange
[134] designer
[131] timetodisrupt
[131] inventor



Top Hashtags in Tweet in G1:
[614] circulareconomy
[137] wef20
[50] recycling
[47] sustainability
[43] davos
[21] wef2020
[20] circularitygap
[19] davos2020
[17] wbcsdatdavos20
[15] rawmaterials

Top Hashtags in Tweet in G2:
[338] zerowaste
[164] circulareconomy
[90] carbonfootprint
[25] sustainability
[22] packaging
[18] oceanplastic
[15] recycling
[14] wef20
[13] plastic
[11] managingasia

Top Hashtags in Tweet in G3:
[66] circulareconomy
[33] mondaymotivation
[13] beatplasticpollution
[11] mithiriver
[7] ecosmartly
[7] wastemanagement
[7] recycling
[4] sustainability
[3] zerowaste
[3] climatechange

Top Hashtags in Tweet in G4:
[273] circulareconomy
[46] circulytics
[40] wef20
[34] globalcommitment
[27] sustainability
[18] h2020
[16] zerowaste
[10] eco
[10] climateaction
[9] choosetoreuse

Top Hashtags in Tweet in G5:
[526] circulareconomy
[93] sustainability
[47] recycling
[30] climatechange
[29] sustainable
[28] environment
[28] reuse
[26] recycle
[23] zerowaste
[17] innovation

Top Hashtags in Tweet in G6:
[313] circulareconomy
[31] h2020
[23] water
[18] sustainable
[16] wef20
[15] sustainability
[14] circularelectronicsday
[14] waste
[13] zerowaste
[13] plasticpollution

Top Hashtags in Tweet in G7:
[249] circulareconomy
[52] sustainability
[17] zerowaste
[15] tech
[15] innovation
[14] recycling
[12] sustainable
[11] ai
[10] climatechange
[10] artificialintelligence

Top Hashtags in Tweet in G8:
[161] circulareconomy
[18] sustainability
[18] plasticbags
[18] recycled
[17] 3dprinted
[13] sdg12
[13] climatecrisis
[13] wef20
[13] jubileelibrary
[11] sustainable

Top Hashtags in Tweet in G9:
[130] timetodisrupt
[130] inventor
[130] designer
[94] marinatex
[7] circulareconomy
[7] rt
[1] fashionfootprint
[1] productdesign
[1] brighton
[1] sussex

Top Hashtags in Tweet in G10:
[7] circulareconomy
[1] circularelectronicsday
[1] h2020
[1] wardrobechange
[1] textile
[1] davos2020
[1] actnow
[1] circulytics
[1] realcirculareconomy

Top Words
Top Words in Tweet in Entire Graph:
[10195] Words in Sentiment List#1: Positive
[4568] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[238696] Non-categorized Words
[253459] Total Words
[8670] #circulareconomy
[1315] waste
[1240] more
[1224] #wef20
[1050] mother

Top Words in Tweet in G1:
[947] #circulareconomy
[281] #wef20
[235] circular
[198] more
[151] wef
[135] wbcsd
[131] transition
[127] economy
[111] companies
[104] business

Top Words in Tweet in G2:
[647] #circulareconomy
[537] #wef20
[528] #davos2020
[434] ceo
[425] james
[425] quincey
[425] chairman
[355] plastics
[344] use
[339] #zerowaste

Top Words in Tweet in G3:
[1038] mother
[772] #circulareconomy
[735] week
[696] nature
[657] species
[656] marine
[640] food
[627] way
[622] live
[355] training

Top Words in Tweet in G4:
[611] #circulareconomy
[181] economy
[131] more
[96] waste
[89] global
[87] million
[87] circulareconomy
[82] decisions
[81] designed
[79] nature

Top Words in Tweet in G5:
[529] #circulareconomy
[93] #sustainability
[67] more
[64] circular
[52] economy
[49] #recycling
[45] waste
[38] 2020
[35] plastic
[33] sustainable

Top Words in Tweet in G6:
[492] #circulareconomy
[64] products
[61] action
[58] more
[56] today
[54] plan
[52] sustainable
[47] sector
[45] water
[44] economy

Top Words in Tweet in G7:
[506] #circulareconomy
[94] #sustainability
[62] more
[51] waste
[50] circular
[46] economy
[35] 2020
[35] learn
[35] #zerowaste
[28] products

Top Words in Tweet in G8:
[273] #circulareconomy
[49] #sustainability
[32] more
[31] business
[28] guardian
[27] #climateemergency
[27] #reuse
[26] #climatecrisis
[26] use
[24] things

Top Words in Tweet in G9:
[326] #marinatex
[244] #circulareconomy
[239] made
[238] lhughes_design
[150] fish
[148] waste
[147] jamesdysonaward
[133] congratulations
[133] plastic
[130] winner

Top Words in Tweet in G10:
[221] #circulareconomy
[209] reuse
[209] sustainable
[208] shops
[208] repair
[208] sell
[208] things
[208] second
[208] hand
[208] sort

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[736] single,use
[701] mother,nature
[662] marine,species
[571] #wef20,#davos2020
[434] james,quincey
[434] quincey,chairman
[434] chairman,ceo
[434] circular,economy
[382] #zerowaste,#circulareconomy
[366] #circulareconomy,#wef20

Top Word Pairs in Tweet in G1:
[64] circular,economy
[63] circular,transition
[59] #wef20,#davos
[50] transition,indicators
[45] towards,#circulareconomy
[45] climate,change
[38] economic,model
[35] looking,forward
[34] action,plan
[32] much,more

Top Word Pairs in Tweet in G2:
[525] #wef20,#davos2020
[425] james,quincey
[425] quincey,chairman
[425] chairman,ceo
[337] single,use
[337] #circulareconomy,#wef20
[335] ceo,discusses
[335] discusses,elimination
[335] elimination,single
[335] use,plastics

Top Word Pairs in Tweet in G3:
[693] mother,nature
[656] marine,species
[345] week,222
[345] 222,mother
[345] mother,india
[345] india,mother
[345] nature,suffering
[345] suffering,pollution
[345] pollution,rivers
[345] rivers,lakes

Top Word Pairs in Tweet in G4:
[78] global,economy
[78] economy,force
[78] force,nature
[78] nature,made
[78] made,million
[78] million,decisions
[78] decisions,designed
[78] designed,redesigned
[78] redesigned,#circulareconomy
[57] plastics,economy

Top Word Pairs in Tweet in G5:
[38] circular,economy
[29] #sustainability,#circulareconomy
[17] #voicefortheplanet,#circulareconomy
[16] 求人情報詳細はこちら,co
[14] #circulareconomy,#sustainability
[13] #recycling,#circulareconomy
[9] learn,more
[9] #circulareconomy,#recycling
[9] #reduce,#reuse
[9] #年収1000万円可,#voicefortheplanet

Top Word Pairs in Tweet in G6:
[50] action,plan
[45] #circulareconomy,action
[35] feedback,#circulareconomy
[29] last,call
[29] call,send
[29] send,feedback
[29] plan,increase
[29] increase,recycling
[29] recycling,reuse
[29] reuse,products

Top Word Pairs in Tweet in G7:
[32] #sustainability,#circulareconomy
[24] circular,economy
[19] looking,forward
[17] learn,more
[16] #circulareconomy,#zerowaste
[15] link,gt
[15] single,use
[13] #zerowaste,#sustainability
[11] 10,tech
[11] tech,trends

Top Word Pairs in Tweet in G8:
[16] uniofbrighton,soadbrighton
[15] #circulareconomy,#sustainability
[15] circular,economy
[15] talk,things
[15] things,buy
[15] buy,use
[15] use,brightonrepcafe
[15] brightonrepcafe,rubymoonswim
[15] rubymoonswim,chat
[15] chat,#circulareconomy

Top Word Pairs in Tweet in G9:
[150] made,fish
[147] fish,waste
[133] #marinatex,plastic
[130] congratulations,lhughes_design
[130] lhughes_design,winner
[130] winner,both
[130] both,plusxspace
[130] plusxspace,#timetodisrupt
[130] #timetodisrupt,jamesdysonaward
[130] jamesdysonaward,#inventor

Top Word Pairs in Tweet in G10:
[208] shops,repair
[208] repair,reuse
[208] reuse,sell
[208] sell,things
[208] things,second
[208] second,hand
[208] hand,sort
[208] sort,goods
[208] goods,keep
[208] keep,going

Top Replied-To
Top Replied-To in Entire Graph:
@sap_retail
@arikring
@rwclimate
@braskemsa
@jossbleriot
@accenturestrat
@abcnyheter
@abcthedrum
@peterlacy
@gerrigermany

Top Replied-To in G1:
@jossbleriot
@ljtpedersen
@mpb_wbcsd
@fullharvesttech
@wef
@accenturestrat
@hp
@bbcwomanshour
@kadriilham
@basf

Top Replied-To in G2:
@siansutherland
@cocacolaco
@msteilemann
@boyanslat
@bbcnews
@financialtimes
@sustainable_da
@aplastic_planet
@nickaster
@richardbranson

Top Replied-To in G3:
@afrozshah1

Top Replied-To in G4:
@abbeyroad
@circulareconomy
@repair_h2020
@emgladek
@apple
@clydehut

Top Replied-To in G5:

Top Replied-To in G6:
@gerrigermany
@luz_herrero_
@eureau
@evileyefoto
@thredup
@mosevic_eyewear
@lizgyekye
@thedavidconnor
@euratex
@susanasolisp

Top Replied-To in G7:
@natashafranck
@tekipaperbags
@tesconews
@mahfuzalrahman
@mdr_torino
@ericmigi
@sonossupport
@circularesummit
@p_hansens
@billmcdonough

Top Replied-To in G8:
@arikring
@rwclimate
@betadigitalltd
@clydehut
@realdonaldtrump
@stevenormal
@britishplastics

Top Mentioned
Top Mentioned in Entire Graph:
@lhughes_design
@wef
@sianberry
@jamesdysonaward
@circulareconomy
@plusxspace
@wbcsd
@peterlacy
@accenturestrat
@wesleyspindler

Top Mentioned in G1:
@wef
@wbcsd
@sitrafund
@climatekic
@davos
@circleeconomy
@maripantsar
@eu_commission
@eiteu
@kirstenckic

Top Mentioned in G2:
@robbyk
@cnbci
@wef
@cocacolaco
@circulatecap
@dowpackaging
@sgppartnership
@lancomeuk
@lancomeusa
@ai_houston_01

Top Mentioned in G3:
@afrozshah1
@kvbohra
@dawoodi_bohras
@indianoilcl
@bhumipednekar
@dowpackaging
@polymerupdate
@crpfindia
@ril_foundation
@saahaszerowaste

Top Mentioned in G4:
@circulareconomy
@eu_h2020
@eu_env
@thredup
@energyx_project
@andrew_morlet
@starbucks
@repair_h2020
@francoissouchet
@thoughtforfood_

Top Mentioned in G5:
@circolareinfo
@planaearth
@textileexchange
@aceewaste

Top Mentioned in G6:
@andrew_morlet
@europarl_en
@eu_env
@arbakokalari
@svenaringsliv
@nho_no
@danskindustri
@weisspernille
@hennavirkkunen
@elinkeinoelama

Top Mentioned in G7:
@changenowsummit
@natashafranck
@datafloq
@emilysfolk
@kdrmark
@petertmaloof
@wef
@theresetcompany
@pyxeraglobal
@nycedc

Top Mentioned in G8:
@guardian
@uniofbrighton
@architectsjrnal
@soadbrighton
@madaster
@brightonrepcafe
@rubymoonswim
@akwyz
@ollywainwright
@paula_piccard

Top Mentioned in G9:
@lhughes_design
@jamesdysonaward
@plusxspace
@oceans8brighton
@seafishuk
@newdesigners
@patagonia
@thredup
@andrew_morlet

Top Mentioned in G10:
@sianberry
@lucysiegle
@telegraph
@shareconuk
@eu_env
@eu_h2020
@circulareconomy

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@sectest9
@paoloigna1
@jurylady5
@applesupport
@edinburghwatch
@independent
@washumom
@truthglow
@siminuteman1776

Top Tweeters in G1:
@indiatoday
@john_siracusa
@18akgoyal
@washingtonpost
@nos
@recruiterhoutx
@cnbc
@thomaspower
@zimrirosas
@ingnl

Top Tweeters in G2:
@oldlady12345
@washumom
@siminuteman1776
@onahunttoday
@politicalbee
@bluebirdtrini
@twright55
@unlewis
@laridor1
@craybo23

Top Tweeters in G3:
@upma23
@pickooo
@viralvm69
@cipherequality
@sunjayjk
@ineeshadvs
@jd32768519
@icedtea28
@daaktardush
@masaladosa_

Top Tweeters in G4:
@applesupport
@mcdonalds
@business
@willshome
@starbucks
@caleeuropaedic
@alajuwonurhero
@ana_captures
@michael_kunz
@beccabluesky

Top Tweeters in G5:
@eraser
@markplackett1
@tellychakkar
@bamitav
@bosheksrena
@parvaest
@tbenkel
@stella_vaskoudi
@wadupnaija
@federicogoria

Top Tweeters in G6:
@ybreevaart67_63
@stormyvnv
@nomoreslaves
@bbcworld
@ewestaway
@asterathmaria
@thedrum
@michalboni
@eurocentrique
@wotusisme

Top Tweeters in G7:
@repubblica
@analyticaglobal
@easyjet
@janlokpaal
@kimbru49
@agronegocios_uy
@sonossupport
@xzpwedvhhh37i3c
@smartecocity
@wired

Top Tweeters in G8:
@jurylady5
@coolbrighton
@rosenchild
@guardian
@cybersec_feeds
@cberrl
@nofascistlies
@charluv2011
@luribea68
@amazingchevvolt

Top Tweeters in G9:
@jamezayn
@axxisonmargaret
@amb_ore
@willsprite2nd
@temppresence
@mtlawmiami
@brownxloud
@crazyhumankid
@dotsandis
@mystical0404

Top Tweeters in G10:
@gracemurphy2
@glynmoody
@telegraph
@hackneywick
@samljpage
@hughjaeger
@unseennewsuk
@rupertbu
@xd69nznvo0bcyqo
@amacdonald866