understanding sustainability framework using big data

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More information in our Understanding sustainability framework using big data www.bbvaresearch.com Insights from the global media, social network discussions and people’s concern. Clear targets such as "2°C" place climate change awareness as the top priority in the quest for a more sustainable world. At the same time, biodiversity preservation (i.e. environment) is also climbing up the list of people’s interests. The United Nations remains the main actor in terms of media coverage. The European institutions are gaining ground in relevance, reflecting a more active role including the design of public policies to address a sustainable transformation of the economy (NGEU). Non-european regions, directly affected by particular sustainability-related consequences, show dominant concern for climate and biodiversity. Asian countries, the United States and Canada are more interested in climate change issues. Latin American countries, on the other hand, are clearly worried about biodiversity. The largest community includes those related to action areas and the role of innovation-based technology (1 ), followed by a sustainable lifestyle shaping new consumption habits and new ways of understanding cities (2 ). Claims that call for action in broad and well-identified areas (3 ) are embedded in the larger community. New sustainable architectural trends (4 ) form an independent community are nested in the "greener" lifestyle group. The media (5 ) is an important vehicle for increasing sustainability awareness. The SDGs Campaign on the spotlight given the urgent call. Agriculture, fashion and tourism sectors are focusing its strategy for sustainable transformation. The CO2 effect and the temperature rising are among the most worrisome climate change topics for the society. Biodiversity preservation increases interest as one of the main pillars for achieving sustainability. SUSTAINABILITY COVERAGE IN SOCIAL NETWORKS (NORMALIZED DATA. 2016-2020, WEEKLY) HASHTAGS WORDCLOUD RELATED WITH SUSTAINABILITY IN ENGLISH TWEETS (SIZE AND COLOR ARE PROPORTIONAL TO FREQUENCY, 2019-2020) RELATED ORGANIZATIONS IN CLIMATE CHANGE GLOBAL NEWS (2016-2020) GOOGLE SEARCHES (NORMALIZED INDEX. 2016-2020) GOOGLE SEARCHES (NORMALIZED INDEX. 2016-2020) TOP MENTIONED COMPANIES IN SPANISH TWEETS (2020) TWITTER HASHTAGS CO-OCCURRENCE NETWORK AND COMMUNITIES FROM SPANISH TWEETS SUSTAINABILITY Sustainability: Developed Europe Climate Change: Asia Biodiversity: Latin America CLIMATE CHANGE BIODIVERSITY GLOBAL MEDIA COVERAGE OF SUSTAINABILITY BY COUNTRY (2020) The debate is shifting from the political sphere to businesses and consumers The Sustainability debate is dominated by climate change, but biodiversity preservation is gaining momentum Innovation and change in consumer habits pave the way for a more sustainable world, centering the social networks debate Highest coverage Lowest coverage Twitter conversation shows a clear dominant position of climate change in sustainability discussions. Corporates and the communications industry are showing an increasing engagement with sustainability Source: BBVA Research with data from Twitter (left). Gdelt database (right). Source: BBVA Research with Gdelt database. Source: BBVA Research with data from Google searches. Source: BBVA Research with data from Google Searches. The continents indicated are the ones that stand out in the countries searched, however, they are not the only ones and there may be other relevant ones. Notes: 2020 data, clustering by modularity. Source: BBVA Research with data from Twitter. Source: BBVA Research with data from Twitter. Min 6.300x Max 1,1 Mx #sostenibilidad, #medioambiente, #cambioclimatico, #biodiversidad, #calentamientoglobal, #naturaleza, #planeta, #zerowaste, #agua, #reciclaje, #energia, #innovation, #tecnologia, #renovables #ods, #sdgs, #globalgoals, #onu, #derechos, #igualdad, #empleo, #salud, #covid, #paz, #pobreza, #agenda Sustainability Awareness (14%) #transporte, #movilidad, #coches, #bicicleta#urbanismo, #moda, #ropa, #slowfashion, #handmade, #modasostenible, #foodie, #cocina, #pesca, #alimentación, #vegan, #consumo Sustainable Transport & Fashion & Food (24%) #arquitectura, #construccion, #design, #ingeniería, #diseño, #vivienda, #madera, #casas, #hotel, #building, #edificacion Green Architecture (5%) #breakingnews, #news, #noticias, #today, #comunicación, #actualidad, #technews Sustainable News (5%) 900 600 300 @unicajabanco @mapfre @bancosantander @bancocolombia @bancosabadell @caixabank @bankia @bbva @redelectricaree @naturgy @fenienergia @repsol @endesa @acciona @iberdrola @kpmg @pwc @epmestamosahi @suezes @advicestrategic @proambintegrada @cabify @linkedin @telefonica @cocacola @mercadona @eroski @ikeaspain @elcorteingles @adif @renfe @ecoalf @basf @maderayconstruc @acmineriacol @aenor @ecovidrio @ecoembes Financial Energy Services Technology Food Department Stores Transport Fashion Phermaceutical Construction Mining Others Among the 30 most mentioned companies in Twitter conversations, out of a total of 500, BBVA highlights for the highest number of mentions in tweets related to sustainability, showing its relevant positioning in the discussion. Environmental Sustainability & Innovation (50%) Financial and energy sectors dominate the sustainability debate. Spanish companies lead the Spanish debate in Twitter Sustainability, as a broad concept, concerns mostly European countries while climate and biodiversity are critical in other regions People is concerned about sustainable development, climate change and the ecosystem A growing social call to action on sustainability is spreading around the world at a rapid pace 2016 2018 2020 2016 2018 2020 2016 2018 2020 Sustainable Development Economic Development The Natural Environment Sustainable Development Goals Energy Farming Tourism Management Resource Nature Sustainable Fashion Climate Climate Variability And Change Land Greenhouse Effect Greenhouse The Natural Environment Contamination Homo Sapiens Gas Temperature Greenhouse Gas Biology Lifetime Ecosystem Conservation Species Genetic Divertisy Living Being Animal Plant The Natural Environment Indonesia Sustainability Climate Change Biodiversity Japan USA Canada Thailand Rusia Ireland Pakistan Philippines South Africa N. Zeland 0 20 40 60 80 100 Venezuela Indonesia Peru Algena Ecuador Poland Costa Rica Argentina Mexico Dominican Rep. 0 20 40 60 80 100 Neatherlands Germany Austria Denmark Switzerland Spain Portugal Italy Iran Hong Kong 0 20 40 60 80 100 Understanding sustainability framework using big data Increasing efforts of transport, fashion and food to be sustainable position them in the dialogue. Social issues such as equality and rights have a spot in the conversation too. Source: BBVA Research, Twitter and Google Trends. Source: BBVA Research and Gdelt.

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More information in our Understanding sustainability framework using big datawww.bbvaresearch.com

Insights from the global media, social network discussions and people’s concern.

Clear targets such as "2°C" placeclimate change awareness as the top priority

in the quest for a more sustainable world.

At the same time, biodiversity preservation (i.e. environment) is also climbing up the list

of people’s interests.

The United Nations remains the main actor in terms of media coverage. The European

institutions are gaining ground in relevance, reflecting a more active role including the design

of public policies to address a sustainable transformation of the economy (NGEU).

Non-european regions, directly affected by particular sustainability-related consequences, show dominant concern for climate and biodiversity.

Asian countries, the United States and Canada are more interested in climate change issues. Latin American countries, on the other hand, are clearly worried about biodiversity.

The largest community includes those related to action areas and the role of innovation-based technology (1 ), followed by a sustainable lifestyle shaping new

consumption habits and new ways of understanding cities (2 ). Claims that call for action in broad and well-identified areas (3 ) are embedded in the larger community.

New sustainable architectural trends (4 ) form an independent community are nestedin the "greener" lifestyle group. The media (5 ) is an important vehicle for increasing

sustainability awareness.

The SDGs Campaign on the spotlight given the urgent call. Agriculture, fashion and tourism sectors are focusing its strategy for sustainable transformation.

The CO2 effect and the temperature rising are among the most worrisome climate change topics for the society.

Biodiversity preservation increases interest as one of the main pillars for achieving sustainability.

SUSTAINABILITY COVERAGE IN SOCIAL NETWORKS (NORMALIZED DATA. 2016-2020, WEEKLY)

HASHTAGS WORDCLOUD RELATED WITH SUSTAINABILITY IN ENGLISH TWEETS (SIZE AND COLOR ARE PROPORTIONAL TO FREQUENCY, 2019-2020)

RELATED ORGANIZATIONS IN CLIMATE CHANGE GLOBAL NEWS (2016-2020)

GOOGLE SEARCHES (NORMALIZED INDEX. 2016-2020)

GOOGLE SEARCHES (NORMALIZED INDEX. 2016-2020)

TOP MENTIONED COMPANIES IN SPANISH TWEETS (2020)

TWITTER HASHTAGS CO-OCCURRENCE NETWORK AND COMMUNITIES FROM SPANISH TWEETS

SUSTAINABILITY

Sustainability: Developed Europe

Climate Change:Asia

Biodiversity:Latin America

CLIMATE CHANGE BIODIVERSITY

GLOBAL MEDIA COVERAGE OF SUSTAINABILITY BY COUNTRY (2020)

The debate is shifting from the political sphere to businesses and consumers

The Sustainability debate is dominated by climate change, but biodiversity preservation is gaining momentum

Innovation and change in consumer habits pave the way for a more sustainable world, centering

the social networks debate

Highestcoverage

Lowestcoverage

Twitter conversation shows a clear dominant position of climate change

in sustainability discussions.

Corporates and the communications industry are showing an increasing

engagement with sustainability

Source: BBVA Research with data from Twitter (left). Gdelt database (right).

Source: BBVA Research with Gdelt database.

Source: BBVA Research with data from Google searches.

Source: BBVA Research with data from Google Searches. The continents indicated are the ones that stand out in the countries searched, however, they are not the only ones and there may be other relevant ones.

Notes: 2020 data, clustering by modularity.Source: BBVA Research with data from Twitter.

Source: BBVA Research with data from Twitter.

Min 6.300x Max 1,1 Mx

#sostenibilidad, #medioambiente,

#cambioclimatico, #biodiversidad,

#calentamientoglobal, #naturaleza,

#planeta, #zerowaste, #agua,

#reciclaje, #energia,

#innovation, #tecnologia,

#renovables

#ods, #sdgs, #globalgoals,

#onu, #derechos, #igualdad,

#empleo, #salud, #covid,

#paz, #pobreza, #agenda

Sustainability Awareness (14%)

#transporte, #movilidad, #coches,

#bicicleta#urbanismo, #moda, #ropa,

#slowfashion, #handmade,

#modasostenible, #foodie, #cocina,

#pesca, #alimentación,

#vegan, #consumo

Sustainable Transport & Fashion & Food (24%)

#arquitectura, #construccion,

#design, #ingeniería, #diseño,

#vivienda, #madera, #casas,

#hotel, #building, #edificacion

Green Architecture (5%)

#breakingnews, #news, #noticias, #today,

#comunicación, #actualidad, #technews

Sustainable News (5%)

900

600

300

@un

icaj

aban

co@

map

fre

@ba

ncos

anta

nder

@ba

ncoc

olom

bia

@ba

ncos

abad

ell

@ca

ixaban

k

@bankia

@bbva

@redelectricaree

@naturgy

@fenienergia

@repsol@endesa

@acciona@iberdrola

@kpmg@pwc@epm

estamosahi

@suezes

@advicestrategic

@proam

bintegrada

@cabify

@linkedin

@telefonica

@co

caco

la

@m

erca

dona

@er

oski

@ikeaspain

@elcorteingles

@adif@renfe

@ecoalf

@basf

@maderayconstruc

@acm

ineriacol@

aenor@

ecovidrio@

ecoembes

Financial Energy Services Technology Food Department Stores

Transport Fashion Phermaceutical Construction Mining Others

Among the 30 most mentioned companies in Twitter conversations, out of atotal of 500, BBVA highlights for the highest number of mentions in tweetsrelated to sustainability, showing its relevant positioning in the discussion.

Environmental Sustainability& Innovation (50%)

Financial and energy sectors dominate the sustainability debate.

Spanish companies lead the Spanish debate in Twitter

Sustainability, as a broad concept, concerns mostly European countries while climate and biodiversity

are critical in other regions

People is concerned about sustainable development, climate change and the ecosystem

A growing social call to action on sustainability is spreading around the world at a rapid pace

2016 2018 2020 2016 2018 2020 2016 2018 2020

Sustainable DevelopmentEconomic DevelopmentThe Natural EnvironmentSustainable Development GoalsEnergyFarmingTourism ManagementResourceNatureSustainable Fashion

ClimateClimate Variability And ChangeLandGreenhouse EffectGreenhouseThe Natural EnvironmentContaminationHomo SapiensGasTemperatureGreenhouse Gas

BiologyLifetimeEcosystemConservationSpeciesGenetic DivertisyLiving BeingAnimalPlantThe Natural EnvironmentIndonesia

Sustainability Climate Change Biodiversity

JapanUSA

CanadaThailand

RusiaIreland

PakistanPhilippines

South AfricaN. Zeland

0 20 40 60 80 100

VenezuelaIndonesia

PeruAlgena

EcuadorPoland

Costa RicaArgentina

MexicoDominican Rep.

0 20 40 60 80 100

NeatherlandsGermany

AustriaDenmark

SwitzerlandSpain

PortugalItalyIran

Hong Kong

0 20 40 60 80 100

Understanding sustainability framework using big data

Increasing efforts of transport, fashion and food to be sustainable position them in the dialogue. Social issues such as equality and rights have a spot in the conversation too.

Source: BBVA Research, Twitter and Google Trends. Source: BBVA Research and Gdelt.