Datasets:

climatebert
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climate_sentiment

text stringlengths 92 3.18k	label class label 3 classes
− Scope 3: Optional scope that includes indirect emissions associated with the goods and services supply chain produced outside the organization. Included are emissions from the transport of products from our logistics centres to stores (downstream) performed by external logistics operators (air, land and sea transport...	1neutral
The Group is not aware of any noise pollution that could negatively impact the environment, nor is it aware of any impact on biodiversity. With regards to land use, the Group is only a commercial user, and the Group is not aware of any local constraints with regards to water supply. The Group does not believe that it i...	0risk
Global climate change could exacerbate certain of the threats facing our business, including the frequency and severity of weather-related events referred to in Performance of critical infrastructure in this section 9. In addition, increases in energy prices are partly influenced by government policies to address clima...	0risk
Setting an investment horizon is part and parcel of our policy of focusing on the long term and helping clients to build capital. Both financial and non-financial aspects play a role in measuring investment returns. Even if we make a successful investment in a mining company today, the same company may nonetheless caus...	0risk
Climate change the physical impacts of climate change on our operations are uncertain and particular to geographic circumstances. in addition, a number of national governments have already introduced or are contemplating the introduction of regulatory responses to greenhouse gas emissions from the combustion of fossil ...	0risk
Projects with potential limited adverse social or environmental impacts that are few in number, generally site specific, largely reversible and readily addressed through mitigation measures. Issues relating to these risks may lead to fines, penalties or legal non-compliance and reputational damage. Examples could inclu...	0risk
We emitted 13.4 million tonnes CO2 of Scope 2 (indirect emissions), being emissions arising from our consumption of purchased electricity, steam or heat. Our Scope 3 emissions include emissions from a broad range of sources, including shipping and land transportation. More details on our Scope 3 emissions will be avail...	1neutral
We do not provide normalised figures for our CO2 emissions nor ratios of CO2 to production, financial results or employee headcount, as we do not believe that reporting a normalised figure meaningfully contributes to an understanding of our performance. The scope and diversity of our products make a single production f...	1neutral
We anticipate that the potential effects of climate change may impact the decisions and analysis the employees in our Real Estate businesses make with respect to the properties they evaluate or manage on behalf of clients since climate change considerations may impact the relative desirability of locations and the cost...	0risk
Enhancing our responsible screening criteria Negative screening is used by institutional investors to exclude or to limit certain types of investments usually based on a set of defined industry criteria. Responsible investment screening can also include evaluation and identification of companies which are managing thei...	0risk
Offsetting our emissions Australian Ethical offsets emissions by purchasing carbon credits in worthwhile projects. Emissions of 149.5 tCO2-e will be offset during FY15. Total emissions calculated include greenhouse gases emissions from energy and from travel. Projects that our carbon offset credits will assist are ‘Coo...	1neutral
Fundamental shifts in the industry, like the transition from traditional lighting to LED lighting, may drastically change the business environment. If Philips is unable to recognize these changes in good time, is late in adjusting its business models, or if circumstances arise such as pricing actions by competitors, th...	0risk
Philips’ supply chain is exposed to fluctuations in energy and raw material prices. Commodities such as oil are subject to volatile markets and significant price increases from time to time. If Philips is not able to compensate for, or pass on, its increased costs to customers, such price increases could have an advers...	0risk
The Fund is working to identify governance issues in its underlying investment holding companies which could damage its long-term financial interests. The risk analysis is based upon the following potential adverse impacts on a company’s: i) Reputation. ii) Falling short of its peers on social, environmental or ethical...	0risk
– Omissions Emissions associated with joint ventures and investments are not included in the emissions disclosure as they fall outside the scope of our operational boundary. We do not have any emissions associated with heat, steam or cooling. We are not aware of any other material sources of omissions from our emission...	1neutral
Concerns regarding global climate change may result in more international, regional and/or federal requirements to reduce or mitigate global warming and these regulations could mandate even more restrictive standards than the voluntary commitments that we have made or require such changes on a more accelerated timefram...	0risk
We want to contribute to the transition to a circular economy. The linear economy is not sustainable. We discard a great deal (waste and therefore raw materials, experience, social capital and knowledge) and are squandering value as a result. This is not tenable from an economic and ecological perspective. As investor ...	2opportunity
The Group and its customers are exposed to climate related events, including climate change. These events include severe storms, drought, fires, cyclones, hurricanes, floods and rising sea levels. The Group and its customers may also be exposed to other events such as geological events (including volcanic seismic activ...	0risk
Climate change is a challenge faced by the entire P&C insurance industry. In particular, our home insurance business has been affected due to changing climate patterns and an increase in the number and cost of claims associated with severe storms. Water damages now make up more than half of our home insurance claims.	0risk
Sustainability: The Group is subject to stringent and evolving laws, regulations, standards and best practices in the area of sustainability (comprising corporate governance, environmental management and climate change (specifically capping of emissions), health and safety management and social performance) which may g...	0risk
Environmental risk Environmental risk is the risk of loss to financial, operational or reputational value resulting from the impact of environmental issues. It arises from the business activities and operations of both us and our clients. For example, the environmental issues associated with our clients’ purchase and s...	0risk
We recognise that global warming is an existential threat to humanity and one that we collectively can take steps to address. However, this is not a simple issue and we wish to take action that both meets our legislative requirements and is effective. We note that carbon dioxide produced from coal is not the only, or e...	0risk
Dominion East Ohio Pipeline Infrastructure Replacement Program In 2008, our local natural gas distribution company serving 1.2 million customer accounts in Ohio began replacing bare steel, cast iron, wrought iron and copper pipe. Over the next 20 years, we plan to spend at least $160 million annually—also recovered in ...	2opportunity
South West Water has maintained its investment in renewable energy, bringing the total expenditure for K5 to over £4 million. This has included the installation of the company’s largest solar panel array to date at its Exeter headquarters. Along with hydro generation, combined heat and power (CHP) and the wind turbine ...	2opportunity
The EBRD provided a total of €98 million to finance windfarm projects in Poland and invested 14 billion tenge (€63 million equivalent) in a wind farm in Kazakhstan, considered a highly promising country for renewable energy development. The Bank signed wind and solar energy projects in Romania and financed the construc...	2opportunity
(€165 million equivalent) loan to finance the construction of a high-efficiency combined-cycle gas turbine (CCGT) power plant near the city of Kirikkale in Turkey. The loan is part of a US$ 1 billion (€823 million equivalent) package arranged by the EBRD that brings together international financial institutions and com...	2opportunity
Romania’s OMV Petrom SA. The project will result in considerable water savings and carbon emission reductions. In Georgia, meanwhile, a US$ 40 million (€33 million equivalent) loan was provided to support the expansion of gas filling stations that offer compressed natural gas (CNG), an environmentally friendly alternat...	2opportunity
We also invested €4.3 million in energy efficiency projects which reduced energy consumption by 300 million MJ. Projects that contributed to this achievement include cooling improvements in eight countries, improvements in lighting efficiency in 12 countries, electrical power optimisation in three countries and heat re...	2opportunity
BlackRock offers a range of investment strategies that incorporate environmental or social considerations, and currently manages more than $225 billion in strategies designed to align clients’ portfolios with their social and environmental objectives and values, including recent launches like CRBN, our Low Carbon iShar...	2opportunity
A key part of our progress to meet our target, was the allocation of £250 million to real assets covering real estate, infrastructure, forestry and agricultural land to Townsend Group. The mandate places a high priority on long term responsible investments that meet our financial targets, with a preference to invest po...	2opportunity
There is also increased public focus, including by governmental and non-governmental organizations, on these and other environmental sustainability matters, including deforestation and land use. Our reputation could be damaged if we or others in our industry do not act, or are perceived not to act, responsibly with res...	0risk
What about the challenges and risks? The challenge of delivering what our customers want is always there – and we’re in a highly competitive market. We’ve got to be more efficient and competitive year on year, delivering what our customers want and how they want it – not least because disrupters will enter the market a...	0risk
Our success in business depends on our ability to meet a range of environmental and social challenges. We must show we can operate safely and manage the effect our activities can have on neighbouring communities and society as a whole. If we fail to do this, we may incur liabilities or sanctions, lose business opportun...	0risk
As energy demand increases and easily accessible oil and gas resources decline, we are developing resources that require more energy and advanced technologies to produce. As our production becomes more energy intensive, this could result in an associated increase in direct GHG emissions from our Upstream facilities. Se...	0risk
Managing our emissions We emit greenhouse gases both directly and indirectly. Our direct (scope one) emissions primarily come from our industrial businesses, including the use of natural gas, refrigerants, diesel and fugitive emissions from coal mining. Our main source of indirect (scope two) emissions is electricity u...	1neutral
Failure to comply with environmental regulations may result in the imposition of fines, penalties and environmental protection orders. The costs of complying with environmental regulations in the future may have a material adverse effect on our financial condition, results of operations and cash flows. Non-compliance w...	0risk
We want to contribute to the transition to the circular economy. The linear economy is not sustainable: we throw out a great deal (waste and therefore raw materials, experience, social capital and knowledge) and therefore discard value. This is not viable from an economic and ecological perspective. As investor we can ...	2opportunity
This is due to the diversity of our business. The scope and range of our products make it impossible to calculate a single production figure and our financial results are affected by commodity prices and foreign exchange rates, which are outside our control. As a result of the nature of the exploration, development and...	1neutral
During 2015, we emitted 23.4 million tonnes of Scope 1 (direct) CO2e emissions mainly from fuel usage. Our Scope 2 (indirect) CO2 emissions, totalled 13.7 million tonnes. Our Scope 3 emissions include emissions from a broad range of sources, including shipping, land transportation by third parties and the use of our en...	1neutral
Unfortunately, current energy market and policy settings are inhibiting investment in new large-scale renewable electricity generation projects as projects are unlikely to receive sufficient revenue over their lives to be economically sustainable. Electricity markets are substantially oversupplied due to both a decline...	0risk
Should oil and gas prices remain at current levels or continue to decline we expect, in addition to the direct impact on the value of our oil and gas assets, there may be negative impacts on our other investments (including our debt and real estate portfolio) which are difficult to estimate.	0risk
■ In addition, failure to adequately prepare for the potential impacts of climate change may have a negative impact on our financial position or our ability to operate. Potential impacts may be direct or indirect and may include business losses or disruption resulting from extreme weather conditions; the impact of chan...	0risk
Sustainability risks HSEC incidents or accidents may adversely affect our people or neighbouring communities, operations and reputation or licence to operate. The potential physical impacts and related responses to climate change may impact the value of our Company, and operations and markets. Given we operate in a cha...	0risk
Fails to assess a portfolio’s total climate risks, such as the physical risks of extreme weather, flooding and drought or the consequences of more stringent legislation governing energy efficiency. Nor is a carbon footprint a reliable measure of a portfolio’s overall climate potential or how well it is positioned for t...	0risk
Business travel accounted for 88% of the operations’ total carbon emissions, with air travel accounting for 63% of this figure. One of the reasons for the increase in carbon emissions from travel was the outsourcing of IT services to companies abroad, compared with former Swedish companies, resulting in longer travel r...	1neutral
Over the past several years, changing weather patterns and climatic conditions, including as a result of global warming, have added to the unpredictability, frequency and severity of natural disasters and created additional uncertainty as to future trends and exposures. In particular, the consequences of climate change...	0risk
■ liability risks: risks that could potentially arise from claims by parties who have allegedly suffered losses from climate change, and who seek to recover these losses from third parties who they believe may have been responsible (or are otherwise liable) for these losses. This is considered as an emerging risk at th...	0risk
The Advisory Scientific Committee (ASC) of the ESRB carried out an analysis of systemic risks that can arise from the transition to a low-carbon economy. Three channels that could affect the financial sector were identified: • sudden changes in energy use, characterized by price shocks that could have a significant mac...	0risk
There are, however, many potential environmental and social impacts associated with the extraction of unconventional oil and gas. Agricultural landowners and communities have expressed concerns regarding the future impacts on farm production and the impacts on human health. The increased focus on climate change impacts...	0risk
Projects with potentially limited adverse social or environmental impacts that are few in number, generally site specific, largely reversible and readily addressed through mitigation measures. Issues relating to these risks may lead to fines, penalties or legal non-compliance and reputational damage. Examples could inc...	0risk
As a manufacturer, Konica Minolta engages in various operations that impact the environment. For instance, it generates CO2 emissions, which contribute to climate change because of the use of materials derived from petroleum, which is a dwindling natural resource, and this affects ecosystems in various ways. • CSR repo...	0risk
Citi is focused on enabling progress in the communities in which we work and live. Together with companies, governments and institutions of all shapes, sizes, scale and scope, we lend, facilitate and invest in products and services that power the global economy. We also recognize that we can play an important role in w...	2opportunity
To test the resilience of new projects, we assess potential costs associated with GHG emissions when evaluating all new investments. Our approach applies a uniform project screening value (PSV) of $40 (real terms) per tonne of carbon dioxide (CO2) equivalent to the total GHG emissions of each investment. This PSV is ge...	1neutral
Sustainable resources and climate change In 2015 the EBRD pledged its commitment to successful implementation of the historic agreement on fighting global warming adopted by more than 190 countries at the UN climate conference in Paris. With its Green Economy Transition (GET) approach, approved by the Board in Septembe...	2opportunity
ING participated in a GBP 1.37 billion project finance for Galloper Wind Farm Ltd. for the construction of a 336 megawatt offshore wind farm in the UK. Once completed, the wind farm is expected to generate enough renewable energy per year to meet the electricity needs of around 330,000 homes. It will significantly cont...	2opportunity
ING issued a dual tranche five-year EUR 500 million and three-year USD 800 million green bond. This is ING’s first-ever green bond transaction. The money raised will go to projects in six categories eligible under ING’s newly established green bond framework, including renewable energy, green buildings, public transpor...	2opportunity
In Pakistan, where millions remain cut off from the national grid, we invested $125 million in China Three Gorges South Asia to support a series of privately owned hydro, solar, and wind projects. Once operational, they are expected to provide electricity to more than 11 million people and boost the country’s generatio...	2opportunity
In Jordan, we arranged $207.5 million for a solar-power project — the largest private sector–led solar initiative in the Middle East and North Africa. Of that amount, $116 million was mobilized from other lenders. Under the project, seven solar photovoltaic plants will be built, cutting carbon emissions and providing 1...	2opportunity
With our "green" line of credit, we provided COP 140 thousand million in financing for a total of 69 environmental projects focusing on cleaner production, energy efficiency and renewable energy. We have also extended our range of products with a new line of credit funded by the Corporacion Andina de Fomento (CAF) for ...	2opportunity
The Group is also committed to promoting research and education to better understand and protect against climate risk: the AXA Research Fund will dedicate €35 million to climate risk research by 2018. In addition, AXA works on climate issues through its partnership with the humanitarian organization CARE; this partners...	2opportunity
We also offer on-lending through the ABC Program (Low Carbon Agriculture), the agribusiness line from BNDES to finance projects reducing greenhouse gas emissions from agriculture, livestock and deforestation by expanding cultivated forests and recovering degraded areas. In 2015, we signed the amount of, approximately, ...	2opportunity
 The Local Government Coastal Hazard Climate Adaptation Fund ($4 million per annum over three years) was established to assist local councils with the development of coastal hazard adaptation strategies and coastal adaptation pilot projects. In addition, $3 million in funding was provided for the development and imple...	2opportunity
Our environment We continually strive to reduce our direct environmental impacts, focusing specifically on reducing our impact in relation to climate change, waste management and water consumption. We have achieved a year-on-year reduction in our CO2 emissions, which also helps to reduce cost implications under the Car...	2opportunity
Recent changes in the global climate are unprecedented and are expected to continue. Climate change is increasingly expected to threaten natural ecosystems and their biodiversity, erode global food security, threaten human health and increase inequality. The effects of climate change also present opportunities for our ...	2opportunity
AXA and the IFC, a member of the World Bank Group focused on the private sector, announced the launch of a $500 million partnership supporting an infrastructure fund that will notably finance green infrastructures in emerging countries, including renewable energy, water, green transport and telecoms. There will be no i...	2opportunity
During the next 15 years, we expect to add thousands of megawatts of solar energy and gas-fired generation capable of ramping up and down quickly to ensure a reliable grid. This includes 300 megawatts of renewable energy that would power a large Facebook data center under development on the outskirts of Richmond. These...	2opportunity
Because our electric grid will continue to rely on high-voltage and lower-voltage power lines, we expect to invest about $800 million annually for the foreseeable future to build new transmission infrastructure, replace more than 2,000 miles of high-voltage transmission lines, and upgrade physical security at substatio...	2opportunity
Collaborating to help communities Our strategic partnerships are building a better future – whether it’s helping vulnerable households with their energy (see page 34), or tackling bad housing and homelessness. To support these issues in 2017, we invested £156 million in mandatory, voluntary and charitable contributions...	2opportunity
Cornwall’s energy ambitions At the end of 2016, we announced a £19 million local energy market trial in Cornwall, UK. The three-year trial will test how flexible demand, generation and storage can reduce pressure on the electricity grid, enable the growth of renewables and avoid expensive network upgrades. Since then, ...	2opportunity
OPG’s total forecast capital expenditures for the 2018 year are approximately $2.1 billion. This includes amounts for the Darlington Refurbishment project, hydroelectric and other development projects including the Ranney Falls GS redevelopment and construction of the Nanticoke solar facility, and sustaining capital in...	2opportunity
– The Emu Downs Solar Farm is a 20MW solar farm, being built next to the Emu Downs Wind Farm site. Synergy, the Western Australian energy provider has entered into a 13-year offtake agreement for both the energy and the Large-scale Renewable Generation Certificates (LGCs), commencing January 2018. The estimated $50 mil...	2opportunity
– The Badgingarra Wind Farm is a 130MW wind farm, to be built at an estimated cost of $315 million, on the site adjacent to the existing Emu Downs Wind Farm (final condition precedent expected to be met in August 2017). Alinta Energy has entered into a 12-year offtake agreement for both the energy and the LGCs, commenc...	2opportunity
We have a climate change policy and implemented strategies aligned with the TCFD recommendations which describe our commitment with doing our part to limit global temperatures below two degrees, among these strategies are the following: • Financial products within our sustainable business strategy, where we offer produ...	1neutral
At the start of 2018, we announced a plan to increase our investment in electrification—expected to be over $11 billion by 2022—to substantially increase the number of battery electric vehicles we offer around the world. And we will have more to announce in 2018 as we remain focused on designing smart vehicles for a sm...	2opportunity
Lidl raises environmental standards in retail sector Financing worth €110 million will help Schwarz Group, owner of the Lidl supermarket chain, improve the environmental performance of its stores in Bulgaria, Moldova and Romania. The project also supports the development of sustainable building-certification regimes in...	2opportunity
The EBRD is financing the delivery of energy supplies from Azerbaijan to Europe along the Southern Gas Corridor with a US$ 500 million (€417 million equivalent) loan that will help fund completion of the Trans-Anatolian Gas Pipeline. Bank engagement in the project will ensure that it meets the highest environmental sta...	2opportunity
The Bank signed five transactions worth a total of €47 million under its Green Cities Framework in support of environmentally friendly municipal investments. Projects included financing for an electric bus fleet in Batumi, Georgia, and for a biomass-fuelled district heating plant in Banja Luka, Bosnia and Herzegovina. ...	2opportunity
In order to finance the entire investment volume of around €6 billion, divestitures amounting to €1.7 billion are planned in the years 2018 to 2020. This includes divestitures in the onshore sector, which will build on our already realised participation models. The remaining divestitures will involve the sale of proper...	1neutral
Like many of our customers, shareholders, and team members, we are concerned about climate change and other environmental challenges affecting our planet. We’ve launched the “Greener Every Day” campaign to educate and inspire our team members to join our environmental efforts by making simple changes in their behavior ...	1neutral
- green business development through: (i) a growing commitment to renewable energy (approximately 1,000 MW installed power in 2021); (ii) development of the second phase of the Venice biorefinery and the completion, by the end of 2018, of the Gela biorefinery; (iii) strengthening of green chemistry, with production of ...	2opportunity
Strategy and objectives In relation to the risks and opportunities described above, Eni has defined a path to decarbonization and pursues a clear and well-defined climate strategy, integrated with its business model, which is based on the following drivers: - reduction in direct GHG emissions; from 2014 to 2017 the act...	2opportunity
- green business development through (i) a growing commitment to renewable energy (approx. 1,000 MW installed power in 2021); (ii) development of the second phase of the Venice biorefinery (with a maximum capacity of 560 ktonnes/ year from 2021) and the completion of the Gela biorefinery (with maximum capacity of 720 k...	2opportunity
A challenge for today, not tomorrow Aviva has a long-term commitment to tackle climate change. In 2015, we announced an investment target of £500 million annually for the next five years in low-carbon infrastructure. We also set an associated carbon savings target for this investment of 100,000 tonnes of CO2e annually....	1neutral
We have enhanced our Environmental, Social, and Governance heat map to include proxy climate risk metrics. This heat map is available to our analysts and fund managers and updated on a monthly basis. It includes a composite carbon exposure metric based on the carbon-intensity of business activities, the extent of opera...	1neutral
Energy efficient by design We focus on achieving high sustainability standards on our developments, optimising energy efficiency and generating renewable energy on site, rather than buying offsets for carbon neutrality. Our approach delivers cost savings for occupiers, well managed buildings for the people who work, sh...	2opportunity
To ensure we meet our targets, we use an internal carbon price of €25 per metric tonne of CO2 to guide decision-making, hold regular reviews to confirm that we adhere to all our internal standards and external environmental laws and regulations, and have third parties annually audit our environmental management systems...	1neutral
The Alberta Climate Leadership Plan, sets forth several commitments relevant to the oil and gas sector: (1) the implementation of an economy-wide carbon levy; (2) limiting of oil sands emissions to a province-wide total of 100 megatonnes per year (compared to current industry emissions levels of approximately 70 megato...	1neutral
For example, CN’s investments of approximately $850 million in long sidings and double track since 2000 have enabled 42% higher car velocity and 59% more RTMs. With our sights firmly set on the long haul, we plan to invest a record $3.2 billion in 2018 to improve the safety, efficiency and capacity of our network.	2opportunity
We have developed a Climate Policy Position Statement which outlines our role in limiting climate change to well below two degrees and the way in which we will support the transition to a net zero emissions economy by 2050. This includes undertaking a climate scenario analysis and setting a $15 billion target for finan...	1neutral
Finally, as one of the largest financiers of energy in the world, we pledged to facilitate $200 billion in clean financing through 2025. Through this commitment, JPMorgan Chase will help scale the impact of sustainability efforts among more than 20,000 corporate and investor clients in the U.S. and across the world.	2opportunity
This year, we invested $125 million in equity in Hero Future Energies, alongside the IFC Global Infrastructure Fund, which is managed by IFC Asset Management Company. Hero will set up 1 gigawatt of solar and wind plants across India in the next 12 months and aim for 2.7 GW of renewable-energy capacity by 2020.	2opportunity
2015, the Bank had taken a commitment to target mobilizing USD 5 billion up to 2020 for climate action, and reports its Renewable energy funding portfolio annually. In addition, through the Environment & Social Policy, the Bank incorporates Environmental and social risk assessment into its overall credit risk assessmen...	1neutral
53 respectively, through ASE Cultural and Educational Foundation to fund various environmental projects, and our board of directors have resolved in a resolution in January 2018 to contribute NT$100.0 million (US$3.4 million) through ASE Cultural and Educational Foundation in environmental projects in 2018. Our estimat...	2opportunity
€4m invested annually to support innovation via the Seed’Innov and E-Face funds. instruments. Both are available to all business lines, without exception.The first of these funds, Seed’Innov, provides assistance from the earliest stages of R&D and proof-of-concept activities, continuing to support projects through to c...	2opportunity
The Fund updated the guidelines for its $1.5 billion Sustainable Investment Program (SIP), defining sustainable investing for the Fund and enumerating criteria, including best-in-class managers and strategies that identify macro trends or themes, such as Climate and Environment, Human Rights & Social Inclusion and Econ...	2opportunity
To achieve these figures, we have increased the procurement of energy from renewable certified sources to a total of 733,8671 MWh in our buildings in Spain, Germany, Austria, Brazil, Poland, Switzerland, Portugal, Holland, Turkey, Belgium, Luxembourg, and its LEED Stores in the US, France, Italy, Switzerland and India,...	2opportunity
Emissions generated by the consumption of fuels derived from helicopter and ship transport services (from the plant to the platform of the Gaviota and Castor underground storage facilities). Emissions generated by the consumption of fuels derived from the contracting of surveillance services and air, maritime and land ...	1neutral
The future is not a faraway place. It’s as near as tomorrow and it will affect us all. As energy consumption soars, how will we meet the demand? Fossil fuels are a finite resource that will gradually disappear. The natural replacement is sweeping freely around the earth – the wind.	1neutral
On February 8, 2018, the Government of Canada introduced legislation to revise the process for assessing major resource projects. If the legislation is passed in its current form, we believe it would have adverse impacts on pipeline companies, particularly in relation to the regulatory review process for proposed new p...	0risk
As stockholders, we encourage transparency and accountability in the use of corporate funds to influence legislation and regulation. Nucor does not disclose its trade association memberships, or its payments used for lobbying. Nucor also does not disclose its membership in or payments to tax-exempt organizations that w...	0risk

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Dataset Card for climate_sentiment

Dataset Summary

We introduce an expert-annotated dataset for classifying climate-related sentiment of climate-related paragraphs in corporate disclosures.

Supported Tasks and Leaderboards

The dataset supports a ternary sentiment classification task of whether a given climate-related paragraph has sentiment opportunity, neutral, or risk.

Languages

The text in the dataset is in English.

Dataset Structure

Data Instances

{
  'text': '− Scope 3: Optional scope that includes indirect emissions associated with the goods and services supply chain produced outside the organization. Included are emissions from the transport of products from our logistics centres to stores (downstream) performed by external logistics operators (air, land and sea transport) as well as the emissions associated with electricity consumption in franchise stores.',
  'label': 1
}

Data Fields

text: a climate-related paragraph extracted from corporate annual reports and sustainability reports
label: the label (0 -> risk, 1 -> neutral, 2 -> opportunity)

Data Splits

The dataset is split into:

train: 1,000
test: 320

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

Our dataset contains climate-related paragraphs extracted from financial disclosures by firms. We collect text from corporate annual reports and sustainability reports.

For more information regarding our sample selection, please refer to the Appendix of our paper (see citation).

Who are the source language producers?

Mainly large listed companies.

Annotations

Annotation process

For more information on our annotation process and annotation guidelines, please refer to the Appendix of our paper (see citation).

Who are the annotators?

The authors and students at Universität Zürich and Friedrich-Alexander-Universität Erlangen-Nürnberg with majors in finance and sustainable finance.

Personal and Sensitive Information

Since our text sources contain public information, no personal and sensitive information should be included.

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

Julia Anna Bingler
Mathias Kraus
Markus Leippold
Nicolas Webersinke

Licensing Information

This dataset is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license (cc-by-nc-sa-4.0). To view a copy of this license, visit creativecommons.org/licenses/by-nc-sa/4.0.

If you are interested in commercial use of the dataset, please contact markus.leippold@bf.uzh.ch.

Citation Information

@techreport{bingler2023cheaptalk,
    title={How Cheap Talk in Climate Disclosures Relates to Climate Initiatives, Corporate Emissions, and Reputation Risk},
    author={Bingler, Julia and Kraus, Mathias and Leippold, Markus and Webersinke, Nicolas},
    type={Working paper},
    institution={Available at SSRN 3998435},
    year={2023}
}