#SB22SanDiego, Twitter, 10/20/2022 7:28:51 PM, 283135


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#SB22SanDiego Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at 19:24 UTC
#SB22SanDiego Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at 19:24 UTC
From:
marc_smith
Uploaded on:
October 20, 2022
Short Description:
#SB22SanDiego via NodeXL https://bit.ly/3ePgrj2
@andytoronto
@sustainbrands
@pamvanorden
@_sara_rowland_
@futerra
@itsbbmg
@nodexl_mktng
@hdbyrne
@capgeminiinv_na
@hopefreedman

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

Description:
Description
The graph represents a network of 242 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 19:25 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 14-minute period from Wednesday, 12 October 2022 at 16:56 UTC to Thursday, 20 October 2022 at 19:10 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 : 242
Unique Edges : 427
Edges With Duplicates : 462
Total Edges : 889
Number of Edge Types : 5
Mentions : 354
MentionsInRetweet : 264
Tweet : 94
Retweet : 163
Replies to : 14
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.047713717693837
Reciprocated Edge Ratio : 0.0910815939278937
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 877
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.806316
Graph Density : 0.00903604128802167
Modularity : 0.36571
NodeXL Version : 1.0.1.506
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283134
Data Import : The graph represents a network of 242 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 19:25 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 14-minute period from Wednesday, 12 October 2022 at 16:56 UTC to Thursday, 20 October 2022 at 19:10 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://www.linkedin.com/feed/update/urn:li:share:6988887368669827072
[3] https://twitter.com/Howard_Connell/status/1582608167745179650
[3] https://www.linkedin.com/video/event/urn:li:ugcPost:6986446593629577216/
[2] https://www.linkedin.com/feed/update/urn:li:share:6988938463848923137
[2] https://www.linkedin.com/feed/update/urn:li:share:6987775553508450305
[2] https://www.linkedin.com/feed/update/urn:li:share:6987611139555684352
[2] https://www.linkedin.com/feed/update/urn:li:share:6988771806941765632

Top URLs in Tweet in G1:
[5] https://events.sustainablebrands.com/conferences/sustainablebrands/
[3] https://www.linkedin.com/feed/update/urn:li:share:6988887368669827072
[2] https://www.linkedin.com/feed/update/urn:li:share:6987775553508450305
[2] https://www.linkedin.com/feed/update/urn:li:share:6988938463848923137
[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

Top URLs in Tweet in G2:
[2] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[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://pmidotcom3-prd.s3.amazonaws.com/docs/default-source/pmi-sustainability/pmi-integrated-report-2021.pdf
[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.airprotein.com/
[1] https://www.linkedin.com/feed/update/urn:li:share:6988908934896001024

Top URLs in Tweet in G3:
[1] https://www.climateimpact.com/news-insights/events/proud-sponsor-sustainable-brands-22/
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/program/
[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 G4:
[5] https://lanzatech.com/carbonsmart-podcast/
[1] https://twitter.com/SustainBrands/status/1579556881147654144
[1] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[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 G5:
[3] https://www.linkedin.com/video/event/urn:li:ugcPost:6986446593629577216/
[1] https://www.linkedin.com/feed/update/urn:li:share:6988771806941765632

Top URLs in Tweet in G6:
[3] https://events.sustainablebrands.com/conferences/sustainablebrands/
[1] https://twitter.com/purecycletech/status/1582876453783228417
[1] https://twitter.com/MarissaR1/status/1582180565192613888
[1] https://events.sustainablebrands.com/conferences/sustainablebrands/sb22-san-diego-session-detail/?ses=creating-technologies-to-solve-sustainability-challenges

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:
[2] https://www.linkedin.com/feed/update/urn:li:share:6988274118680854528
[1] https://www.linkedin.com/feed/update/urn:li:share:6988922137193451520
[1] https://www.linkedin.com/feed/update/urn:li:share:6988250934153801728
[1] https://eatforum.org/eat-lancet-commission/
[1] https://www.linkedin.com/feed/update/urn:li:share:6988912400481624064

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/feed/update/urn:li:share:6988519253125591040
[1] https://us02web.zoom.us/meeting/register/tZIvf-mvrD8qGNUBS287pVRGQr77bUBhKQF4

Top Domains
Top Domains in Tweet in Entire Graph:
[78] linkedin.com
[31] sustainablebrands.com
[22] 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:
[66] linkedin.com
[14] sustainablebrands.com
[7] twitter.com
[2] figbytes.com
[2] amazon.com
[1] we-worldwide.com
[1] scientificamerican.com
[1] lanzatech.com
[1] co.uk
[1] bloomberg.com

Top Domains in Tweet in G2:
[7] twitter.com
[2] scientificamerican.com
[2] linkedin.com
[2] sustainablebrands.com
[1] amazonaws.com
[1] electroluxgroup.com
[1] walmart.com
[1] airprotein.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[2] sustainablebrands.com
[2] recyclingpartnership.org
[1] climateimpact.com
[1] twitter.com

Top Domains in Tweet in G4:
[5] lanzatech.com
[4] twitter.com
[2] sustainablebrands.com
[1] scientificamerican.com

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

Top Domains in Tweet in G6:
[4] sustainablebrands.com
[2] twitter.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:
[5] linkedin.com
[1] eatforum.org

Top Domains in Tweet in G10:
[1] linkedin.com
[1] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[433] sb22sandiego
[53] sustainability
[21] esg
[14] netpositive
[11] getthefutureyouwant
[10] decarbonization
[6] technology
[6] partnerships
[6] carbonsmart
[5] sustainable



Top Hashtags in Tweet in G1:
[151] sb22sandiego
[17] sustainability
[13] netpositive
[6] getthefutureyouwant
[6] esg
[4] climatepledge
[4] cleanenergy
[4] decarbonization
[3] ourfutureisclean
[3] events

Top Hashtags in Tweet in G2:
[91] sb22sandiego
[9] esg
[7] sustainability
[2] sb22
[2] csr
[2] cso
[2] shift
[2] ifiknewiwould
[2] planet
[2] collaboration

Top Hashtags in Tweet in G3:
[46] sb22sandiego
[4] sustainability
[3] esg
[2] recycling
[2] behaviorchange
[2] environmental
[2] sustainable
[2] sec
[2] datathattalkstoyou
[1] tradeshow

Top Hashtags in Tweet in G4:
[57] sb22sandiego
[5] carbonsmart
[2] biomimicry
[2] sustainability
[2] sb22
[1] pwc
[1] womensupportingwomen
[1] womenleaders
[1] sustainablebusiness
[1] supplychainsustainability

Top Hashtags in Tweet in G5:
[23] sb22sandiego
[11] sustainability
[4] getthefutureyouwant
[1] tech
[1] science
[1] innovation
[1] planetarydiet
[1] eatlancet
[1] behavioraleconomics
[1] responsiblesourcing

Top Hashtags in Tweet in G6:
[16] sb22sandiego
[5] sustainability
[5] technology
[4] partnerships

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:
[7] sb22sandiego
[5] decarbonization
[2] cso
[2] climaterisk
[2] corporations
[2] climatechange
[2] saas
[2] sustainability
[2] restorationeconomy
[1] finance

Top Hashtags in Tweet in G10:
[7] sb22sandiego
[3] trustuscotton
[2] sustainability
[2] regenerativeag
[1] socap22
[1] livingbetweenworlds
[1] regenerativeagriculture

Top Words
Top Words in Tweet in Entire Graph:
[433] #sb22sandiego
[112] sustainbrands
[102] sustainable
[84] brands
[72] sustainability
[53] #sustainability
[47] capgemini
[45] today
[45] co
[44] more

Top Words in Tweet in G1:
[151] #sb22sandiego
[54] sustainable
[47] brands
[42] capgemini
[38] co
[29] sustainbrands
[24] sustainability
[22] thank
[19] kudos
[19] andytoronto

Top Words in Tweet in G2:
[91] #sb22sandiego
[16] sustainbrands
[12] brands
[10] sallyuren
[10] great
[10] sustainable
[9] #esg
[8] today
[8] action
[8] good

Top Words in Tweet in G3:
[46] #sb22sandiego
[21] sustainbrands
[17] event
[9] sustainable
[8] today
[7] more
[7] attendees
[7] well
[7] thank
[7] brands

Top Words in Tweet in G4:
[57] #sb22sandiego
[22] sustainbrands
[14] koann
[11] billmcdonough
[11] janinebenyus
[10] plenary
[10] lanzatech
[10] today
[9] re
[8] planet

Top Words in Tweet in G5:
[23] #sb22sandiego
[14] sustainable
[11] #sustainability
[9] business
[7] sustainability
[7] live
[6] today
[6] brands
[5] sustainbrands
[5] san

Top Words in Tweet in G6:
[16] #sb22sandiego
[10] sustainbrands
[10] proctergamble
[8] conference
[8] sustainability
[7] panel
[6] plastic
[5] great
[5] imfluxinc
[5] aeroflexx

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] sustainability
[6] farmer
[3] nestleusa
[3] opportunities
[3] #animalsaretheanswer
[3] sustainbrands
[3] farmers
[3] dairy
[3] conference

Top Words in Tweet in G9:
[7] #sb22sandiego
[5] #decarbonization
[4] co
[3] davestangis
[3] andrewwinston
[3] fascinating
[3] hear
[3] brands
[3] climate
[2] thank

Top Words in Tweet in G10:
[7] #sb22sandiego
[3] discussion
[3] salon
[3] #trustuscotton
[2] join
[2] #sustainability
[2] today
[2] 45pm
[2] live
[2] #regenerativeag

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

Top Word Pairs in Tweet in G1:
[38] sustainable,brands
[16] andytoronto,capgemini
[14] #sb22sandiego,sustainable
[11] sustainbrands,#sb22sandiego
[9] looking,forward
[8] 17,20
[8] san,diego
[8] next,week
[7] james,mccall
[7] brands,conference

Top Word Pairs in Tweet in G2:
[6] sustainbrands,#sb22sandiego
[5] today,#sb22sandiego
[5] sallyuren,forum4thefuture
[4] forum4thefuture,#sb22sandiego
[4] sustainable,brands
[4] good,place
[3] great,time
[3] very,cool
[3] dead,planet
[3] #sb22sandiego,sustainbrands

Top Word Pairs in Tweet in G3:
[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
[6] thank,arborday

Top Word Pairs in Tweet in G4:
[11] sustainbrands,#sb22sandiego
[6] extended,producer
[6] sustainbrandses,somosquiero
[5] dear,koann
[5] priviledge,sustainbrandses
[5] attending,#sb22sandiego
[5] time,magazine
[5] billmcdonough's,plenary
[5] approach,helping
[5] heroes,planet

Top Word Pairs in Tweet in G5:
[6] sustainable,brands
[5] san,diego
[4] patel,vice
[4] sheila,patel
[4] live,sustainable
[4] vice,president
[4] conference,san
[4] business,technology
[4] next,generation
[4] ca,sheila

Top Word Pairs in Tweet in G6:
[8] sustainbrands,conference
[5] scale,sustainability
[5] great,time
[5] alaskaair,proctergamble
[4] discussion,during
[4] sustainable,brands
[4] conference,san
[4] #sb22sandiego,#sustainability
[4] imfluxinc,today's
[4] during,sustainbrands

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:
[#sb22sandiego,#decarbonization] dairy,farmer
[ferrier,webster] sustainbrands,conference
[davestangis,andrewwinston] #sb22sandiego,#animalsaretheanswer
[jeremygreven,steven] panel,farm
[planning,#corporations] during,#sb22sandiego
[#decarbonization,#restorationeconomy] farmers,blood
[#climatechange,#saas] unpack,animal
[matt,critchell] emilymetzaeb,ameggboard
[#saas,lzizzo] climate,warming
[abrams,co] experts,including

Top Word Pairs in Tweet in G10:
[4] 45pm,discussion
[2] costa,sol
[2] join,45pm
[2] level,data
[2] sol,salon
[2] #sustainability,#trustuscotton
[2] field,level

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

Top Mentioned in G1:
@sustainbrands
@andytoronto
@koann
@billmcdonough
@janinebenyus
@sallyuren
@proctergamble
@capgemini
@jamesrobey
@johnchavens

Top Mentioned in G2:
@sustainbrands
@forum4thefuture
@sallyuren
@andrewwinston
@billmcdonough
@koann
@mschiefsustain
@walmartinc
@sandyskees
@porternovelli

Top Mentioned in G3:
@sustainbrands
@arborday
@rubicon
@sfiprogram
@clearloopus
@siliconranchco
@wecomms
@tetrapak
@jnjnews
@proctergamble

Top Mentioned in G4:
@sustainbrands
@billmcdonough
@koann
@janinebenyus
@globalgiving
@sustainbrandses
@somosquiero
@todadogs
@okcupid
@jnjnews

Top Mentioned in G5:
@sustainbrands
@synapse
@frogdesign
@capgeminiinv_na
@gocopia
@electrolux
@amazon
@proctergamble
@unilever

Top Mentioned in G6:
@sustainbrands
@proctergamble
@imfluxinc
@aeroflexx
@alaskaair
@genomatica
@monument
@amazon
@microsoft
@boeing

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:
@davestangis
@andrewwinston
@lzizzo
@jeremygreven
@nelsonswitzer
@koann

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:
@andrealearned
@nathalief
@neimanmarcus
@wastemanagement
@nationalcouncil
@hdbyrne
@jasminecrowe
@andrewwinston
@katespadeny
@forum4thefuture

Top Tweeters in G3:
@walmart
@sustainbrands
@salesforce
@clairekraatz
@amansinghcsr
@heathnettles
@real_leaders
@pwc
@arborday
@harrybeee

Top Tweeters in G4:
@markplackett1
@globalgiving
@marissar1
@koann
@pablomartin78
@jnjnews
@michaelkayepr
@twejaka
@thinkshift
@istplifescience

Top Tweeters in G5:
@weincludedorg
@sdgscolab
@futerra
@unilever
@frogdesign
@capgeminiinv_na
@electrolux
@kccorp
@kaetheblue
@cactuslouise

Top Tweeters in G6:
@alaskaair
@amazon
@christianbruey
@microsoft
@proctergamble
@clifbar
@stewartverdery
@monument
@graumanntom
@boeing

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

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

Top Tweeters in G9:
@imagine_garden
@davestangis
@nelsonswitzer
@lzizzo
@jeremygreven

Top Tweeters in G10:
@gfriend
@bklyn_newton
@bonnenviro
@trustuscotton
@irene80215


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