#SB22SanDiego, Twitter, 10/21/2022 7:49:43 PM, 283153


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#SB22SanDiego Twitter NodeXL SNA Map and Report for Friday, 21 October 2022 at 15:27 UTC
#SB22SanDiego Twitter NodeXL SNA Map and Report for Friday, 21 October 2022 at 15:27 UTC
From:
marc_smith
Uploaded on:
October 21, 2022
Short Description:
#SB22SanDiego via NodeXL https://bit.ly/3MZAuYP
@andytoronto
@sustainbrands
@pamvanorden
@_sara_rowland_
@futerra
@porternovelli
@capgeminiinv_na
@hdbyrne
@nelsonswitzer
@hopefreedman

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

Description:
Description
The graph represents a network of 241 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 Friday, 21 October 2022 at 15:28 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 4-minute period from Thursday, 13 October 2022 at 15:11 UTC to Friday, 21 October 2022 at 15:15 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 : 241
Unique Edges : 424
Edges With Duplicates : 491
Total Edges : 915
Number of Edge Types : 5
Retweet : 183
Mentions : 351
Replies to : 14
MentionsInRetweet : 269
Tweet : 98
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0457256461232604
Reciprocated Edge Ratio : 0.0874524714828897
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 903
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.721894
Graph Density : 0.00909405255878285
Modularity : 0.350712
NodeXL Version : 1.0.1.507
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283150
Data Import : The graph represents a network of 241 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 Friday, 21 October 2022 at 15:28 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 4-minute period from Thursday, 13 October 2022 at 15:11 UTC to Friday, 21 October 2022 at 15:15 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:
[7] https://events.sustainablebrands.com/conferences/sustainablebrands/
[6] https://lanzatech.com/carbonsmart-podcast/
[4] https://www.linkedin.com/feed/update/urn:li:share:6988943457306259456
[4] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[3] https://twitter.com/purecycletech/status/1582876453783228417
[3] https://www.linkedin.com/feed/update/urn:li:share:6988887368669827072
[3] https://twitter.com/Howard_Connell/status/1582608167745179650
[3] https://www.linkedin.com/feed/update/urn:li:share:6988938463848923137
[3] https://www.linkedin.com/video/event/urn:li:ugcPost:6986446593629577216/
[2] https://twitter.com/sustainbrands/status/1583156373612732417

Top URLs in Tweet in G1:
[3] https://events.sustainablebrands.com/conferences/sustainablebrands/
[3] https://www.linkedin.com/feed/update/urn:li:share:6988943457306259456
[3] https://www.linkedin.com/feed/update/urn:li:share:6988887368669827072
[2] https://www.linkedin.com/feed/update/urn:li:share:6988817013267718144
[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://www.linkedin.com/feed/update/urn:li:share:6988938463848923137
[2] https://www.linkedin.com/feed/update/urn:li:ugcPost:6986470542824402944
[2] https://figbytes.com/sustainable-brands-2022/?utm_content=224640675&utm_medium=social&utm_source=twitter&hss_channel=tw-150096453

Top URLs in Tweet in G2:
[2] https://twitter.com/Howard_Connell/status/1582608167745179650
[2] https://www.linkedin.com/feed/update/urn:li:share:6988274118680854528
[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://www.airprotein.com/
[1] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[1] https://corporate.walmart.com/newsroom/2022/04/11/innovation-meets-implementation-walmart-launches-circular-connector
[1] https://www.linkedin.com/feed/update/urn:li:share:6988908934896001024

Top URLs in Tweet in G3:
[5] https://lanzatech.com/carbonsmart-podcast/
[2] https://www.scientificamerican.com/article/human-made-stuff-now-outweighs-all-life-on-earth/
[1] https://twitter.com/SustainBrands/status/1579556881147654144
[1] https://pmidotcom3-prd.s3.amazonaws.com/docs/default-source/pmi-sustainability/pmi-integrated-report-2021.pdf
[1] https://twitter.com/sustainbrands/status/1582101154112360449
[1] https://twitter.com/SustainBrands/status/1582890351160750080
[1] https://www.linkedin.com/feed/update/urn:li:share:6989235989319712768
[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:
[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
[1] https://twitter.com/SustainBrands/status/1582101154112360449
[1] https://recyclingpartnership.org/recyclecheck/
[1] https://recyclingpartnership.org/coalitions/

Top URLs in Tweet in G5:
[3] https://events.sustainablebrands.com/conferences/sustainablebrands/
[2] https://twitter.com/purecycletech/status/1582876453783228417
[1] https://twitter.com/sustainbrands/status/1583156373612732417
[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 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://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://tweetedtimes.com/v/18721
[1] https://www.linkedin.com/feed/update/urn:li:share:6988519253125591040
[1] https://us02web.zoom.us/meeting/register/tZIvf-mvrD8qGNUBS287pVRGQr77bUBhKQF4
[1] https://www.linkedin.com/feed/update/urn:li:share:6988943457306259456
[1] https://www.linkedin.com/feed/update/urn:li:share:6988938463848923137

Top URLs in Tweet in G10:
[2] https://sustainablebrands.com/read/marketing-and-comms/tomorrow-s-leaders-demand-action-on-climate-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[81] linkedin.com
[31] twitter.com
[21] sustainablebrands.com
[6] lanzatech.com
[4] scientificamerican.com
[2] amazon.com
[2] figbytes.com
[2] tweetedtimes.com
[2] dy.si
[2] recyclingpartnership.org

Top Domains in Tweet in G1:
[67] linkedin.com
[13] twitter.com
[6] sustainablebrands.com
[2] figbytes.com
[2] amazon.com
[1] scientificamerican.com
[1] lanzatech.com
[1] bloomberg.com
[1] herbalessences.com

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

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

Top Domains in Tweet in G4:
[2] recyclingpartnership.org
[1] sustainablebrands.com
[1] twitter.com

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

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

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

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

Top Domains in Tweet in G9:
[3] linkedin.com
[2] tweetedtimes.com
[1] zoom.us

Top Domains in Tweet in G10:
[2] sustainablebrands.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[455] sb22sandiego
[56] sustainability
[23] esg
[14] netpositive
[11] getthefutureyouwant
[8] technology
[7] cso
[7] decarbonization
[6] sustainable
[6] partnerships



Top Hashtags in Tweet in G1:
[179] sb22sandiego
[20] sustainability
[13] netpositive
[7] esg
[6] getthefutureyouwant
[4] climatepledge
[3] ourfutureisclean
[3] indigenous
[3] putherfirst
[3] planet

Top Hashtags in Tweet in G2:
[82] sb22sandiego
[12] esg
[10] sustainability
[5] cso
[5] decarbonization
[3] investor
[2] ifiknewiwould
[2] shift
[2] cfo
[2] climaterisk

Top Hashtags in Tweet in G3:
[79] sb22sandiego
[5] carbonsmart
[3] sb22
[2] biomimicry
[2] sustainability
[1] cpg
[1] csr
[1] cradletocradle
[1] sb22detroit
[1] sustainablesupplychain

Top Hashtags in Tweet in G4:
[45] sb22sandiego
[4] sustainability
[3] esg
[2] datathattalkstoyou
[2] recycling
[2] behaviorchange
[2] environmental
[2] sustainable
[2] sec
[1] pwc

Top Hashtags in Tweet in G5:
[21] sb22sandiego
[6] sustainability
[6] technology
[4] partnerships
[1] carbonfootprint

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

Top Hashtags in Tweet in G7:
[8] 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:
[8] sb22sandiego
[3] trustuscotton
[2] sustainability
[2] regenerativeag
[2] iot
[1] socap22
[1] livingbetweenworlds
[1] regenerativeagriculture

Top Hashtags in Tweet in G10:
[9] sb22sandiego

Top Words
Top Words in Tweet in Entire Graph:
[455] #sb22sandiego
[117] sustainbrands
[95] sustainable
[78] sustainability
[74] brands
[57] great
[56] #sustainability
[47] co
[47] conference
[47] capgemini

Top Words in Tweet in G1:
[179] #sb22sandiego
[50] sustainable
[42] capgemini
[39] co
[38] brands
[37] sustainbrands
[30] sustainability
[29] great
[25] thank
[22] day

Top Words in Tweet in G2:
[82] #sb22sandiego
[12] #esg
[12] sustainable
[11] brands
[11] sustainbrands
[11] great
[11] action
[10] #sustainability
[10] andrewwinston
[9] sallyuren

Top Words in Tweet in G3:
[79] #sb22sandiego
[28] sustainbrands
[12] koann
[10] lanzatech
[10] plenary
[10] today
[10] sustainability
[10] billmcdonough
[9] sustainable
[9] re

Top Words in Tweet in G4:
[45] #sb22sandiego
[21] sustainbrands
[16] event
[8] sustainable
[8] today
[7] attendees
[7] well
[7] thank
[7] brands
[6] sponsoring

Top Words in Tweet in G5:
[21] #sb22sandiego
[12] sustainbrands
[11] proctergamble
[9] sustainability
[8] panel
[8] conference
[7] great
[7] plastic
[6] time
[6] scale

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:
[8] #sb22sandiego
[5] sustainbrands
[4] circular
[3] proctergamble
[3] rachel
[3] chris
[3] gendell
[3] herbalessences
[3] adam
[3] layton

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:
[8] #sb22sandiego
[3] salon
[3] discussion
[3] #trustuscotton
[2] heppelle
[2] popular
[2] andy
[2] #regenerativeag
[2] costa
[2] data

Top Words in Tweet in G10:
[11] sustainability
[9] evp
[9] chantelsadams
[9] #sb22sandiego
[9] consumer
[4] progress
[4] companies
[3] high
[3] people
[3] desire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[56] sustainable,brands
[44] sustainbrands,#sb22sandiego
[26] san,diego
[23] sustainbrands,conference
[18] looking,forward
[17] andytoronto,capgemini
[14] great,time
[13] brands,conference
[13] day,#sb22sandiego
[12] extended,producer

Top Word Pairs in Tweet in G1:
[32] sustainable,brands
[16] andytoronto,capgemini
[15] sustainbrands,#sb22sandiego
[10] san,diego
[9] looking,forward
[8] ieee,standards
[8] day,#sb22sandiego
[8] #sb22sandiego,sustainable
[8] standards,association
[7] brands,conference

Top Word Pairs in Tweet in G2:
[5] #esg,#sustainability
[5] point,view
[5] sallyuren,forum4thefuture
[4] day,#sb22sandiego
[4] sustainable,brands
[4] forum4thefuture,#sb22sandiego
[4] davestangis,andrewwinston
[4] sustainbrands,#sb22sandiego
[4] #sb22sandiego,#decarbonization
[4] sustainable,behavior

Top Word Pairs in Tweet in G3:
[13] sustainbrands,#sb22sandiego
[8] extended,producer
[6] sustainable,brands
[5] todadogs,approach
[5] approach,helping
[5] helping,organizations
[5] #sb22sandiego,tune
[5] tune,lanzatech
[5] speaks,lanzatech
[5] lanzatech,#carbonsmart

Top Word Pairs in Tweet in G4:
[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 G5:
[8] sustainbrands,conference
[6] great,time
[5] alaskaair,proctergamble
[5] scale,sustainability
[4] #sustainability,#partnerships
[4] brands,22
[4] conference,#sb22sandiego
[4] #sb22sandiego,#sustainability
[4] innovative,partnerships
[4] sustainability,innovative

Top Word Pairs in Tweet in G6:
[6] sustainable,brands
[4] generation,design
[4] invent,hosts
[4] president,sustainability
[4] business,model
[4] brands,conference
[4] diego,ca
[4] sheila,patel
[4] san,diego
[4] capgemini,invent

Top Word Pairs in Tweet in G7:
[4] sustainbrands,#sb22sandiego
[3] circular,economy
[3] gendell,recypartnership
[3] rachel,zipperian
[3] zipperian,proctergamble
[3] adam,gendell
[3] chris,layton
[3] proctergamble,herbalessences
[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:
[2] #sb22sandiego,see
[2] see,more
[2] story,andy
[2] linkedin,#sb22sandiego
[2] #iot,story
[2] 45pm,discussion
[2] heppelle,linkedin
[2] costa,sol
[2] andy,heppelle
[2] join,45pm

Top Word Pairs in Tweet in G10:
[9] chantelsadams,evp
[9] evp,consumer
[7] consumer,#sb22sandiego
[3] necessary,young
[3] young,people
[3] desire,catalyst
[3] sustainability,leadership
[3] catalyst,change
[3] met,desire
[3] concern,met

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

Top Mentioned in G1:
@sustainbrands
@andytoronto
@proctergamble
@koann
@andrewwinston
@johnchavens
@billmcdonough
@sallyuren
@amazon
@janinebenyus

Top Mentioned in G2:
@sustainbrands
@andrewwinston
@forum4thefuture
@sallyuren
@davestangis
@hanstanned
@nelsonswitzer
@sandyskees
@porternovelli
@walmartinc

Top Mentioned in G3:
@sustainbrands
@billmcdonough
@koann
@janinebenyus
@globalgiving
@todadogs
@biomimicry38
@okcupid
@biomimicryinst
@mschiefsustain

Top Mentioned in G4:
@sustainbrands
@arborday
@rubicon
@sfiprogram
@clearloopus
@siliconranchco
@wecomms
@tetrapak
@jnjnews
@proctergamble

Top Mentioned in G5:
@sustainbrands
@proctergamble
@imfluxinc
@aeroflexx
@alaskaair
@genomatica
@microsoft
@monument
@amazon
@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 G10:
@chantelsadams

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:
@imagine_garden
@andrealearned
@nathalief
@moodysglobal
@wastemanagement
@nationalcouncil
@hdbyrne
@davestangis
@andrewwinston
@katespadeny

Top Tweeters in G3:
@markplackett1
@neimanmarcus
@globalgiving
@marissar1
@koann
@jnjnews
@michaelkayepr
@pwc
@twejaka
@thinkshift

Top Tweeters in G4:
@walmart
@sustainbrands
@salesforce
@clairekraatz
@amansinghcsr
@heathnettles
@real_leaders
@arborday
@harrybeee
@emir86882497

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

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:
@gfriend
@banksrich1
@bklyn_newton
@trustuscotton
@irene80215

Top Tweeters in G10:
@wecomms
@greenerwords
@chantelsadams


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