#SB22SanDiego, Twitter, 10/20/2022 3:09:01 PM, 283121


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#SB22SanDiego Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at 15:06 UTC
#SB22SanDiego Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at 15:06 UTC
From:
marc_smith
Uploaded on:
October 20, 2022
Short Description:
#SB22SanDiego via NodeXL https://bit.ly/3yWerwv
@andytoronto
@sustainbrands
@pamvanorden
@_sara_rowland_
@futerra
@itsbbmg
@capgeminiinv_na
@hopefreedman
@hdbyrne
@elanco

Top hashtags:
#sb22sandiego
#sustainability
#esg
#netpositive
#getthefutureyouwant

Description:
Description
The graph represents a network of 232 Twitter users whose recent tweets contained "#SB22SanDiego", 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 Thursday, 20 October 2022 at 15:06 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 45-minute period from Tuesday, 11 October 2022 at 22:07 UTC to Thursday, 20 October 2022 at 14:53 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 : 232
Unique Edges : 393
Edges With Duplicates : 430
Total Edges : 823
Number of Edge Types : 5
MentionsInRetweet : 250
Mentions : 318
Retweet : 153
Replies to : 14
Tweet : 88
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.0431034482758621
Reciprocated Edge Ratio : 0.0826446280991736
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 216
Maximum Edges in a Connected Component : 803
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.790107
Graph Density : 0.0090311986863711
Modularity : 0.375329
NodeXL Version : 1.0.1.506
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283120
Data Import : The graph represents a network of 232 Twitter users whose recent tweets contained "#SB22SanDiego", 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 Thursday, 20 October 2022 at 15:06 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 45-minute period from Tuesday, 11 October 2022 at 22:07 UTC to Thursday, 20 October 2022 at 14:53 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 : #SB22SanDiego
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:
[9] https://events.sustainablebrands.com/conferences/sustainablebrands/
[6] https://lanzatech.com/carbonsmart-podcast/
[4] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[3] https://twitter.com/Howard_Connell/status/1582608167745179650
[3] https://www.linkedin.com/video/event/urn:li:ugcPost:6986446593629577216/
[2] https://read.amazon.com/kp/kshare?asin=B08TCHX4FY&id=2yrbwqw5l5hynhu54qknfwfi54
[2] https://www.linkedin.com/feed/update/urn:li:share:6988771806941765632
[2] https://twitter.com/MarissaR1/status/1582180565192613888
[2] https://www.linkedin.com/feed/update/urn:li:share:6987775553508450305
[2] https://www.linkedin.com/feed/update/urn:li:share:6987611139555684352

Top URLs in Tweet in G1:
[5] https://events.sustainablebrands.com/conferences/sustainablebrands/
[2] https://events.sustainablebrands.com/conferences/sustainablebrands/?swcfpc=1/%3Futm_source%3Dsharepage%3Butm_medium%3Dsbpage%3Butm_campaign%3DSB22
[2] https://www.linkedin.com/feed/update/urn:li:share:6988817013267718144
[2] https://www.linkedin.com/feed/update/urn:li:share:6985027419015434240
[2] https://www.linkedin.com/feed/update/urn:li:share:6984631149197217792
[2] https://www.linkedin.com/feed/update/urn:li:share:6986507610682249216
[2] https://www.linkedin.com/feed/update/urn:li:share:6987044336416800768
[2] https://www.linkedin.com/feed/update/urn:li:share:6988585770827595776
[2] https://events.sustainablebrands.com/conferences/sustainablebrands/program/
[2] https://events.sustainablebrands.com/conferences/sustainablebrands/?swcfpc=1%2F%3Futm_source%3Dsharepage%3Butm_medium%3Dsbpage%3Butm_campaign%3DSB22

Top URLs in Tweet in G2:
[4] https://lanzatech.com/carbonsmart-podcast/
[1] https://twitter.com/SustainBrands/status/1582101154112360449
[1] https://recyclingpartnership.org/recyclecheck/
[1] https://recyclingpartnership.org/coalitions/
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=what-makes-a-quality-carbon-offset-and-how-do-i-buy-them

Top URLs in Tweet in G3:
[2] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[1] https://pmidotcom3-prd.s3.amazonaws.com/docs/default-source/pmi-sustainability/pmi-integrated-report-2021.pdf
[1] https://twitter.com/SustainBrands/status/1579556881147654144
[1] https://lanzatech.com/carbonsmart-podcast/
[1] https://twitter.com/SustainBrands/status/1582890351160750080
[1] https://twitter.com/sustainbrands/status/1582101154112360449
[1] https://twitter.com/MarissaR1/status/1582043170690301961
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=regenerative-design-circularity-and-naturebased-solutions&utm_content=225153907&utm_medium=social&utm_source=twitter&hss_channel=tw-1256332945
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=engaging-suppliers-for-traceability-and-accountability-across-the-value-chain&utm_campaign=Sustainable%20Brands%20Landing%20Page&utm_content=225052987&utm_medium=social&utm_source=twitter&hss_channel=tw-1256332945

Top URLs in Tweet in G4:
[2] https://twitter.com/Howard_Connell/status/1582608167745179650
[2] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=research-insights-series-the-business-case-for-sustainability-and-regeneration
[1] https://twitter.com/_Sara_Rowland_/status/1582019407148068865
[1] https://twitter.com/_Sara_Rowland_/status/1582426296717434881
[1] https://www.electroluxgroup.com/en/electrolux-gro-a-future-kitchen-concept-designed-to-help-people-eat-more-sustainably-34333/
[1] https://corporate.walmart.com/newsroom/2022/04/11/innovation-meets-implementation-walmart-launches-circular-connector
[1] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[1] https://www.airprotein.com/
[1] https://twitter.com/porternovelli/status/1582752124181483522
[1] https://twitter.com/sirenannie/status/1582162992182882304

Top URLs in Tweet in G5:
[3] https://events.sustainablebrands.com/conferences/sustainablebrands/
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=creating-technologies-to-solve-sustainability-challenges

Top URLs in Tweet in G6:
[3] https://www.linkedin.com/video/event/urn:li:ugcPost:6986446593629577216/

Top URLs in Tweet in G7:
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=solving-for-circularity-how-the-recycling-partnership-leverages-industry-partners-to-improve-todays-recycling-system
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/
[1] https://sustainablebrands.com/read/chemistry-materials-packaging/opportunity-renewed-solving-circular-challenges-with-the-right-partnership
[1] https://twitter.com/RECYPartnership/status/1582376205755748352

Top URLs in Tweet in G8:
[2] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=animal-protein-the-food-industrys-greatest-opportunity-on-climate&sf171769212=1

Top URLs in Tweet in G9:
[1] https://dy.si/MTZQd
[1] https://dy.si/BrQvc
[1] https://dy.si/ALQ98

Top URLs in Tweet in G10:
[2] https://www.linkedin.com/feed/update/urn:li:share:6988274118680854528
[1] https://eatforum.org/eat-lancet-commission/
[1] https://www.linkedin.com/feed/update/urn:li:share:6988250934153801728

Top Domains
Top Domains in Tweet in Entire Graph:
[65] linkedin.com
[31] sustainablebrands.com
[21] twitter.com
[6] lanzatech.com
[4] scientificamerican.com
[3] dy.si
[2] amazon.com
[2] figbytes.com
[2] climateimpact.com
[2] we-worldwide.com

Top Domains in Tweet in G1:
[57] linkedin.com
[15] sustainablebrands.com
[8] twitter.com
[2] climateimpact.com
[2] figbytes.com
[2] amazon.com
[1] we-worldwide.com
[1] lanzatech.com
[1] scientificamerican.com
[1] co.uk

Top Domains in Tweet in G2:
[4] lanzatech.com
[2] recyclingpartnership.org
[1] twitter.com
[1] sustainablebrands.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] scientificamerican.com
[2] sustainablebrands.com
[1] amazonaws.com
[1] lanzatech.com

Top Domains in Tweet in G4:
[7] twitter.com
[2] sustainablebrands.com
[1] electroluxgroup.com
[1] walmart.com
[1] scientificamerican.com
[1] airprotein.com
[1] linkedin.com

Top Domains in Tweet in G5:
[4] sustainablebrands.com

Top Domains in Tweet in G6:
[3] linkedin.com

Top Domains in Tweet in G7:
[3] sustainablebrands.com
[1] twitter.com

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

Top Domains in Tweet in G9:
[3] dy.si

Top Domains in Tweet in G10:
[3] linkedin.com
[1] eatforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[402] sb22sandiego
[48] sustainability
[17] esg
[12] netpositive
[9] getthefutureyouwant
[9] decarbonization
[6] partnerships
[6] carbonsmart
[5] biomimicry
[5] sustainable



Top Hashtags in Tweet in G1:
[161] sb22sandiego
[19] sustainability
[12] netpositive
[6] esg
[5] getthefutureyouwant
[4] cleanenergy
[4] decarbonization
[4] climatepledge
[3] ourfutureisclean
[3] events

Top Hashtags in Tweet in G2:
[43] sb22sandiego
[4] sustainability
[4] carbonsmart
[3] esg
[2] recycling
[2] behaviorchange
[2] environmental
[2] sustainable
[2] sec
[2] datathattalkstoyou

Top Hashtags in Tweet in G3:
[78] sb22sandiego
[4] sb22
[2] biomimicry
[2] sustainability
[1] cradletocradle
[1] cpg
[1] csr
[1] sustainablesupplychain
[1] regenerativedesign
[1] carbonsmart

Top Hashtags in Tweet in G4:
[52] sb22sandiego
[6] esg
[4] sustainability
[2] shift
[2] ifiknewiwould
[2] planet
[2] collaboration
[1] biomimicry
[1] lessmeat
[1] lessdairy

Top Hashtags in Tweet in G5:
[12] sb22sandiego
[4] sustainability
[4] partnerships
[4] technology

Top Hashtags in Tweet in G6:
[9] sb22sandiego
[9] sustainability
[4] getthefutureyouwant

Top Hashtags in Tweet in G7:
[9] sb22sandiego
[1] sustainable
[1] sustainability

Top Hashtags in Tweet in G8:
[8] sb22sandiego
[3] animalsaretheanswer
[2] sustainability
[1] decarbonization

Top Hashtags in Tweet in G9:
[3] sb22sandiego
[1] esg

Top Hashtags in Tweet in G10:
[4] sb22sandiego
[4] decarbonization
[2] restorationeconomy
[2] climaterisk
[2] corporations
[2] climatechange
[2] saas
[1] diet
[1] earth
[1] abundance

Top Words
Top Words in Tweet in Entire Graph:
[402] #sb22sandiego
[109] sustainbrands
[97] sustainable
[80] brands
[71] sustainability
[48] #sustainability
[43] today
[43] more
[42] conference
[38] capgemini

Top Words in Tweet in G1:
[161] #sb22sandiego
[56] sustainable
[45] brands
[38] sustainbrands
[34] capgemini
[32] co
[27] sustainability
[20] more
[19] #sustainability
[19] kudos

Top Words in Tweet in G2:
[43] #sb22sandiego
[22] sustainbrands
[16] event
[9] sustainable
[8] lanzatech
[8] today
[8] sustainability
[7] brands
[7] thank
[7] well

Top Words in Tweet in G3:
[78] #sb22sandiego
[24] sustainbrands
[16] koann
[14] billmcdonough
[12] janinebenyus
[11] today
[9] globalgiving
[9] attending
[9] time
[9] re

Top Words in Tweet in G4:
[52] #sb22sandiego
[9] sallyuren
[8] sustainbrands
[7] brands
[7] research
[7] sustainable
[7] forum4thefuture
[6] help
[6] action
[6] #esg

Top Words in Tweet in G5:
[12] #sb22sandiego
[10] proctergamble
[8] sustainbrands
[8] conference
[8] sustainability
[7] panel
[6] plastic
[5] alaskaair
[5] scale
[5] genomatica

Top Words in Tweet in G6:
[9] sustainable
[9] #sustainability
[9] #sb22sandiego
[8] business
[7] live
[6] brands
[4] capgemini
[4] track
[4] diego
[4] next

Top Words in Tweet in G7:
[9] #sb22sandiego
[5] sustainbrands
[4] zipperian
[4] circular
[4] herbalessences
[4] proctergamble
[4] rachel
[3] gendell
[3] adam
[3] more

Top Words in Tweet in G8:
[8] #sb22sandiego
[6] farmer
[6] sustainability
[3] sustainbrands
[3] dairy
[3] conference
[3] farmers
[3] nestleusa
[3] opportunities
[3] #animalsaretheanswer

Top Words in Tweet in G9:
[3] 17
[3] 20
[3] climate
[3] pwcus
[3] #sb22sandiego
[3] join
[2] rules
[2] bogas
[2] duda
[2] hear

Top Words in Tweet in G10:
[4] #decarbonization
[4] #sb22sandiego
[3] fascinating
[2] cheesan
[2] #corporations
[2] matt
[2] hear
[2] explain
[2] rfffwputz3
[2] lzizzo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] sustainable,brands
[41] sustainbrands,#sb22sandiego
[24] san,diego
[22] sustainbrands,conference
[17] looking,forward
[15] 17,20
[14] andytoronto,capgemini
[13] next,week
[13] brands,conference
[13] #sb22sandiego,sustainable

Top Word Pairs in Tweet in G1:
[36] sustainable,brands
[16] sustainbrands,#sb22sandiego
[14] andytoronto,capgemini
[13] #sb22sandiego,sustainable
[10] 17,20
[10] san,diego
[10] next,week
[9] looking,forward
[7] more,sustainable
[7] james,mccall

Top Word Pairs in Tweet in G2:
[8] sustainbrands,#sb22sandiego
[6] attendees,well
[6] tree,planting
[6] sfiprogram,sponsoring
[6] success,thank
[6] planting,event
[6] sponsoring,#sb22sandiego
[6] hosting,event
[6] arborday,hosting
[6] well,rubicon

Top Word Pairs in Tweet in G3:
[9] sustainbrands,#sb22sandiego
[8] extended,producer
[6] attending,#sb22sandiego
[6] sustainable,brands
[6] sustainbrandses,somosquiero
[5] dear,koann
[5] priviledge,sustainbrandses
[5] time,magazine
[5] come,hello
[5] outside,plenary

Top Word Pairs in Tweet in G4:
[5] sallyuren,forum4thefuture
[4] forum4thefuture,#sb22sandiego
[3] look,design
[3] business,dead
[3] #sb22sandiego,sustainbrands
[3] intergenerational,stewardship
[3] dead,planet
[3] sustainbrands,#sb22sandiego
[3] stewardship,bill
[3] very,cool

Top Word Pairs in Tweet in G5:
[8] sustainbrands,conference
[5] scale,sustainability
[5] alaskaair,proctergamble
[4] discussion,during
[4] sustainable,brands
[4] great,time
[4] conference,san
[4] #sb22sandiego,#sustainability
[4] imfluxinc,today's
[4] during,sustainbrands

Top Word Pairs in Tweet in G6:
[6] sustainable,brands
[4] president,sustainability
[4] business,model
[4] model,innovation
[4] track,#sb22sandiego
[4] sheila,patel
[4] vice,president
[4] next,generation
[4] hosts,next
[4] diego,ca

Top Word Pairs in Tweet in G7:
[4] rachel,zipperian
[4] sustainbrands,#sb22sandiego
[4] proctergamble,herbalessences
[3] circular,economy
[3] gendell,recypartnership
[3] zipperian,proctergamble
[3] adam,gendell
[3] chris,layton
[2] economy,billmcdonough
[2] use,become

Top Word Pairs in Tweet in G8:
[3] dairy,farmer
[3] sustainbrands,conference
[3] #sb22sandiego,#animalsaretheanswer
[2] panel,farm
[2] during,#sb22sandiego
[2] farmers,blood
[2] unpack,animal
[2] emilymetzaeb,ameggboard
[2] climate,warming
[2] experts,including

Top Word Pairs in Tweet in G9:
[3] 17,20
[2] bogas,kristen
[2] october,17
[2] charting,roadmap
[2] towards,climate
[2] climate,commitments
[2] julie,bogas
[2] roadmap,towards
[2] duda,discuss
[2] kristen,duda

Top Word Pairs in Tweet in G10:
[3] #sb22sandiego,#decarbonization
[2] #saas,lzizzo
[2] strategy,officer
[2] chief,strategy
[2] co,rfffwputz3
[2] cheesan,chew
[2] #corporations,#sb22sandiego
[2] matt,critchell
[2] lzizzo,matt
[2] steven,abrams

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sustainbrands
@billmcdonough
@koann
@proctergamble
@janinebenyus
@andytoronto
@sallyuren
@globalgiving
@forum4thefuture
@chantelsadams

Top Mentioned in G1:
@sustainbrands
@andytoronto
@koann
@billmcdonough
@janinebenyus
@proctergamble
@sallyuren
@amazon
@capgemini
@elores

Top Mentioned in G2:
@sustainbrands
@arborday
@rubicon
@sfiprogram
@billmcdonough
@todadogs
@clearloopus
@siliconranchco
@wecomms
@tetrapak

Top Mentioned in G3:
@sustainbrands
@koann
@billmcdonough
@janinebenyus
@globalgiving
@sustainbrandses
@somosquiero
@biomimicry38
@okcupid
@biomimicryinst

Top Mentioned in G4:
@forum4thefuture
@sustainbrands
@sallyuren
@walmartinc
@porternovelli
@sandyskees
@farmpowered
@rbemporad
@markpeterlee
@koann

Top Mentioned in G5:
@proctergamble
@sustainbrands
@alaskaair
@genomatica
@aeroflexx
@imfluxinc
@monument
@amazon
@microsoft
@boeing

Top Mentioned in G6:
@synapse
@frogdesign
@capgeminiinv_na

Top Mentioned in G7:
@sustainbrands
@proctergamble
@herbalessences
@recypartnership
@billmcdonough
@eastmanchemco
@sheltongrp
@sustainbrand

Top Mentioned in G8:
@sustainbrands
@nestleusa
@emilymetzaeb
@ameggboard
@deloitte

Top Mentioned in G9:
@pwcus

Top Mentioned in G10:
@lzizzo
@jeremygreven

Top Tweeters
Top Tweeters in Entire Graph:
@markplackett1
@walmart
@wwf
@andytoronto
@alaskaair
@imagine_garden
@wef
@andrealearned
@sustainbrands
@weincludedorg

Top Tweeters in G1:
@wwf
@andytoronto
@wef
@capgemini
@climategroup
@unbiodiversity
@hp
@wmbtweets
@logitech
@climate

Top Tweeters in G2:
@markplackett1
@walmart
@sustainbrands
@salesforce
@clairekraatz
@amansinghcsr
@heathnettles
@real_leaders
@pwc
@arborday

Top Tweeters in G3:
@neimanmarcus
@globalgiving
@marissar1
@hdbyrne
@koann
@pablomartin78
@jnjnews
@michaelkayepr
@twejaka
@thinkshift

Top Tweeters in G4:
@andrealearned
@wastemanagement
@nationalcouncil
@katespadeny
@forum4thefuture
@sanjay1
@walmartinc
@lzapatatn
@kevinhagen
@reducetarian

Top Tweeters in G5:
@alaskaair
@amazon
@christianbruey
@microsoft
@proctergamble
@clifbar
@stewartverdery
@monument
@graumanntom
@boeing

Top Tweeters in G6:
@weincludedorg
@sdgscolab
@frogdesign
@capgeminiinv_na
@electrolux
@kaetheblue
@synapse
@barry_waddilove
@jhunterlong

Top Tweeters in G7:
@herbalessences
@sheltongrp
@eastmanchemco
@soozums
@eastmanrenew
@sustainbrand

Top Tweeters in G8:
@deloitte
@nestleusa
@elanco
@seasonsgreeting
@ameggboard
@emilymetzaeb

Top Tweeters in G9:
@pwcus
@batragee
@bioniclime
@brandybecker

Top Tweeters in G10:
@imagine_garden
@nelsonswitzer
@lzizzo
@jeremygreven


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