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"It will enable E.ON to acquire and leverage a comprehensive understanding of the transfor- mation of the energy system and the interplay between the individual submarkets in regional and local energy supply sys- tems."
0
"And that's honestly most markets in the U.S. So that is a fact that we think there is opportunity for us to bring some tuck-in acquisitions that help us get to our goal of 70% and beyond."
0
"A key pillar of our strategy is to continue to adapt our business mix to position us for longer-term low interest rates whilst continuing to serve our customers’ needs through the provision of attractive unit-linked and capital-light products. •"
0
"The goal to reduce relative GHG emissions by 20% by 2020 was achieved in 2013."
1
"As you know, we drove about $75 million of cost synergies last year, in fiscal year '18."
0
"1.2 Significant Changes to Assets In February 2016, AGL created the Powering Australian Renewables Fund (PARF), of which AGL would own 20% of the equity, to develop and own approximately 1,000 MW of large-scale renewable energy generation assets."
1
"35% of the remuneration that is determined by the qualitative internal assessment of the Executive Board of Directors by the Remuneration Committee of the General and Supervisory Board is reserved."
0
"This not only provides a clean energy solution to improve basic sanitation, but also makes effective use of plastic and other waste materials."
1
"This requires us to be fully informed in our long-term decisions that are anchored on enhancing the capabilities of our people and being mindful of our impact on the planet."
0
"The Group has therefore built its sustainability approach on four areas of action: – the integration of climate into its strategy, because energy production and consumption are intrinsically linked to the challenge of climate change."
1
"In terms of initiatives regarding energy issues, the AGC Group works to reduce the energy involved in its production activities."
0
"These power plants are to be closed by 2025, according to the decisions of the UK government. ("
0
"We are going ahead with our 70,000 barrel a day crude -- light crude unit at Corpus and our 90,000 barrel a day crude unit in Houston."
0
"That in and of itself reduces the available clean corn to our ethanol facilities."
0
"Waste As part of our ambitions to move toward a circular economy, we aim to reduce the amount of waste produced at DSM."
1
"Overview ESG Framework and Oversight Across Scope 1, 2 and 3, emissions per square metre fell 14.1 per cent to 100.51 kg CO2e/m2."
0
"In order to facilitate – and increase the volume of – sustainable loans, efforts were made in 2020 to streamline processes and develop separate pricing models."
0
"So the go-forward look is that those continued programs plus new ones that we're implementing like top-of-rail treatments are going to continue to drive improved sea rate."
0
"So it's not necessarily project-specific, where you have a Langley Gulch or Boardman to Hemingway incorporated into those numbers."
0
"In 2020, due to the significant reduction in fuel consumption for 2020 and expected for the beginning of 2021, the Group was over‑hedged."
0
"Because it's flex, we don't expect that one to necessarily be at the 9% to 9.5%."
0
"In fact, it is one of the original sources of clean energy."
0
"We would really -- I guess our near-term goal is to increase our integration by 150,000 to 200,000 tons a year."
0
"First, if you think about what drives our outperformance in a lot of the quarters is our IMAX screens."
0
"As an awareness-raising exercise, users receive real-time information on the CO2 emissions they have avoided on their trip."
1
"In August 2013, a two-phase separation plan was approved, which included a line speed reduction in June 2014, ahead of the final closure."
0
"All com- pleted newly constructed properties meet the GreenBuild- ing requirements."
1
"When Bridge- point decided to invest in the company in 2008, the chain had fewer than 200 restaurants, primarily in the UK."
0
"And the combined event is going to put us in a very good position to deploy those, deploy that all for now through our more than 600 sales resources around the U.S. So we think it's a great opportunity."
0
"Combat climate change – as part of its com- mitment to this goal, following the results of climate- impact risk analyses of its portfolios, the Fund no longer invests in 48 companies."
1
"We had commented -- in the prepared remarks, I think that you'll see it -- I think the comment, the characterization was that would largely be gone at this point."
0
"I think our -- and as I said in my remarks, both the energy efficiency and advisory energy business showed respectable growth in Q1."
0
"The aim of the new contract is to improve the working environment for the cleaning staff, while also improving the cleaning standards in ATP and reducing the environmental impact."
1
"The -- our -- us jumping up into the fourth rig could be late for couple of quarters."
0
"And you can see we did achieve our $25 million savings."
0
"Six major climaterelated impacts were modelled: WATER STRESS SEA LEVEL RISE FLOODS WILDFIRES HURRICANES HEAT WAVES The pilot study was conducted using three climate change scenarios (extreme, moderate and low) modelled for 2020, 2030 and 2050."
0
"And then finally, we're really -- we're benefiting from disciplined cost management, and part of that is just a maniacal focus on cost and the restructuring benefits."
0
"Both the trend for collaborative innovation and the need for evidence of functionality and sustainability provide an opportunity for Corbion."
0
"Steaming coal sales volumes of 3.57 million tonnes were 12.8 per cent higher and reflected contract commitments to Stanwell."
0
"Convey environmental performance to stakeholders through appropriate channels (2) The Company is dedicated in conserving the global environment through the following ways:"
0
"So for a long time, all we had was our Powder River natural gas -- methane gas facilities that we operated."
0
"And as the country moves more to gas, we think we're very well positioned from a tankless product standpoint."
0
"Another outcome of climate change for which there is high confidence is increased temperature extremes, which have brought longer and/or more frequent heat waves, droughts and periods of water scarcity."
0
"The Medium-Term Management Plan ended in fiscal 2016, but we will continue to pursue further growth by stepping up our efforts toward the realization of Vision 2020."
0
"■ Examples of CO2 emission reduction through conversion to natural gas and highly efficient usage As an energy business operator, Toho Gas Group is implementing countermeasures against global warming, taking into consideration the value chain."
1
"Rio Tinto’s ownership interest in Channar mine increased from 60% to 100%, following conclusion of its joint venture with Sinosteel Corporation upon reaching planned 290 million tonnes production on 22 October 2020."
0
"Responding proactively to the risks and opportunities presented by climate change also helps us accomplish our mission: to achieve superior economic value for our shareholders by making life better for our customers, associates, and the communities we serve."
0
"We actually are pretty excited about it in two ways that it's kind of a win-win for us because we're in a way catching up with some of our solar competitors."
0
"The decision to begin producing renewable diesel fuel is also expected to result in strong capital returns driven by credits generated through the California Low Carbon Fuel Standard (LCFS) and federal Renewable Fuel Standard (RFS)."
0
"Also included in 2014 were rate decreases of 0.5% as a result of the recognition of previously unrecognized tax benefits and of 0.3% as a result of the fund reimbursement expense."
0
"With our full awareness of the current energy transition process, we place much emphasis on the investments we make in innovation."
0
"Jingwen’s completed 120-unit luxury residential development in Qingpu district’s affluent residential corridor is built on a 163,837 square metres (sqm) land parcel with lush, well-landscaped greenery."
0
"Diesel has -- and diesel has picked up a little in comparison to the fourth quarter across our same-store sector and our diesel exports continued to be strong as well."
0
"Research and development The Company performs vast research and development activities to introduce environmentally friendly technologies into production cycles to save resources and reduce costs."
1
"In 2015, we set an ambitious goal to invest six to ten per cent of our invested assets into impact investments by the end of 2018."
0
"So again, either on a per member per month basis, PMPM, or shared savings."
0
"YES BANK, since its inception in 2004, has believed in creating sustained value for its stakeholders, through social, economic and environmental dimensions."
1
"The acquisition of skin cleansing and hair care brands has increased the share of products associated with a higher greenhouse gas impact per consumer use."
0
"Monday, the Senate approved the same union concession package, which closes the budget deficit by a substantial amount."
0
"With them it is intended to improve the management of the water resources and contribute to the reforestation of the different areas."
1
"In China, we were sole financier for the refinancing of a waste-to- energy project (with 2,050 tonnes per day processing capacity and 36 MW power generation capacity) in Wuhu, Anhui province."
0
"Forest ecosystems play a critical role in stabilizing the climate, supporting biodiversity and providing livelihoods for more than 1 billion people."
0
"Bob continues to lead the development of the group’s strategy, as BP adapts to the challenges of the advancing transition to a lower carbon economy."
0
"By precisely and flexibly responding to the changes in the business environment, the Toho Gas Group will strive to attain sustainable growth while aiming to achieve the two concepts in the era of liberalization."
0
"So we like that capability that we've developed and partnering with real class companies and so that, I think, will be a growth feature going forward."
0
"The two main pillars of our strategy are to deliver 10 percent capital returns over the business cycle and to reduce our CO2 emissions by 30 percent by 2030."
1
"Galp Energia aims to sustain its portfolio of sales in the G&P business by leveraging LNG sales in the international market and taking advantage of the favourable long-term outlook of demand for this source of energy."
0
"And then on the R&R side, I would say it's more just softer in terms of what we were expecting and what a lot of forecasters were expecting earlier in the year."
0
"So we believe that our headcount reduction, certainly in the manufacturing footprint, are largely behind us."
0
"And then, of course, we still have the Gateway site, which has the potential of upwards of 3 million to 3.5 million square feet of space of mixed use development that'll be forthcoming when Metro comes."
0
"We look to get the direct cost consistently below 86% and work our way, over the next year, 1.5 years, closer to 85%."
0
"The joint venture will aim to be a leader in mobility and low-carbon solutions, bringing cleaner and affordable options for Indian consumers with digital and technology being key enablers."
1
"Organizations should describe their processes for managing GHG emissions and, if appropriate, Scope 3 GHG emissions line with the GHG Protocol methodology to allow for relevant climate-related risks and opportunities where such information is material."
0
"IFC’s climate commitments are aligned with the World Bank Group’s climate targets for 2021–2025."
1
"The Company is committed to increase share of green energy to 34% by FY24."
1
"We continue to think that over the long term, there will be opportunities to deploy that capital."
0
"The previous joint development agreement with biotech company Solazyme has been expanded to provide for funded development leading towards a multi-year supply agreement targeting annual supply of up to 10,000 tons of renewable Tailored™ algal oils."
1
"With the launch of our strategy, and our People First approach, we are reinforcing our commitment to our people."
0
"In my view, hydrogen is a critical solution to the challenges of the energy transition and clean transportation."
0
"In the KARMOL brand LNG-to-Powership business, gas used as fuel will be supplied to the powership from an FSRU."
0
"The Diamond Green Diesel project spills over, and frankly, we will expand both our hydrocrackers pretty much right out of the chute here as we get our permits."
0
"2 billion in enhancing the renewable energy generation capacity in our Power& Energy Sector."
1
"Furthermore, it looks to set an example of good corporate citizenship by advocating the arts and sports, extending care to the underprivileged, and promoting a culture that emphasizes socially responsible behavior and practices among its staff."
0
"Eco Markets margin growth was mainly due to higher market prices for Large-scale Generation Certificates (LGC) and AGL’s ability to meet a significant part of its compliance obligations through renewable generation and utilisation of existing certificates."
0
"Within the framework of its “Zero Deforestation” commitment made in 2014, the Group had pledged to trace the main palm and palm kernel derivatives that it uses as far as the mills by the end of 2015."
1
"Again, it [ puts ] a couple points on our U.S. RAC business."
0
"We are one of the world’s largest biofuels producers through our Raízen joint venture (Shell interest 50%, not Shell-operated) in Brazil."
1
"All de-characterized structures will be reintegrated into the environmental context, seeking to ensure environmental performance compatible with the territory in which they are located."
1
"FamilyMart has been using carbon neutral biomass plastic (bioplastics) containers made out of plants (corn and sugarcane), since 2007."
1
"We also make use of RSPO-certified*3 oil and are working to improve our upstream traceability."
0
"One production well and one water injection well have been completed and put onstream with a second production well commencing production later in 2015."
0
"What I would tell you is, I think the important point on IFDS is you've seen a significant uptick this year in the income from IFDS that's flowing through our financials."
0
"China’s import of thermal coal in 2015 decreased by 32% from the previous year, or 73 million tonnes, because of the economic slowdown which caused lower demand for electricity consumption."
0
"We'll then be pumping that brine, that potash-rich brine out of that potash mine into solar evaporation ponds, which we operate at both our Moab and our Wendover facilities."
0
"On a regional level, the increase in decen- tralized feed-in (primarily from renewables) has led to a shift in load flows."
0
"MARKET Our marketing and trading strategy is to build a diverse customer portfolio and pursue additional sales agreements, underpinned by reliable domestic gas and LNG production and supplemented by globally sourced volumes."
0
"Yes, the plan would be to use that to pay down debt, to delever the balance sheet."
0
"Energy storage is set to play a key role, and as costs continue to decline, revenues from “load shifting”, frequency response services and capacity markets is strengthening the economic case for battery storage provision."
0
"The tax rate was 38.44% for the third quarter because we had to do a little catching up, right?"
0
"We're currently just on the ethane side at about -- recurring 20% to hit that ATEX and get our gas and pipeline spec."
0
End of preview (truncated to 100 rows)
YAML Metadata Warning: The task_ids "text-classification" is not in the official list: acceptability-classification, entity-linking-classification, fact-checking, intent-classification, multi-class-classification, multi-label-classification, multi-input-text-classification, natural-language-inference, semantic-similarity-classification, sentiment-classification, topic-classification, semantic-similarity-scoring, sentiment-scoring, sentiment-analysis, hate-speech-detection, text-scoring, named-entity-recognition, part-of-speech, parsing, lemmatization, word-sense-disambiguation, coreference-resolution, extractive-qa, open-domain-qa, closed-domain-qa, news-articles-summarization, news-articles-headline-generation, dialogue-generation, dialogue-modeling, language-modeling, text-simplification, explanation-generation, abstractive-qa, open-domain-abstractive-qa, closed-domain-qa, open-book-qa, closed-book-qa, slot-filling, masked-language-modeling, keyword-spotting, speaker-identification, audio-intent-classification, audio-emotion-recognition, audio-language-identification, multi-label-image-classification, multi-class-image-classification, face-detection, vehicle-detection, instance-segmentation, semantic-segmentation, panoptic-segmentation, image-captioning, grasping, task-planning, tabular-multi-class-classification, tabular-multi-label-classification, tabular-single-column-regression, rdf-to-text, multiple-choice-qa, multiple-choice-coreference-resolution, document-retrieval, utterance-retrieval, entity-linking-retrieval, fact-checking-retrieval, univariate-time-series-forecasting, multivariate-time-series-forecasting, visual-question-answering, document-question-answering

Dataset Card for environmental_claims

Dataset Summary

We introduce an expert-annotated dataset for detecting real-world environmental claims made by listed companies.

Supported Tasks and Leaderboards

The dataset supports a binary classification task of whether a given sentence is an environmental claim or not.

Languages

The text in the dataset is in English.

Dataset Structure

Data Instances

{
    "text": "It will enable E.ON to acquire and leverage a comprehensive understanding of the transfor- mation of the energy system and the interplay between the individual submarkets in regional and local energy supply sys- tems.",
    "label": 0
}

Data Fields

  • text: a sentence extracted from corporate annual reports, sustainability reports and earning calls transcripts
  • label: the label (0 -> no environmental claim, 1 -> environmental claim)

Data Splits

The dataset is split into:

  • train: 2,400
  • validation: 300
  • test: 300

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

Our dataset contains environmental claims by firms, often in the financial domain. We collect text from corporate annual reports, sustainability reports, and earning calls transcripts.

For more information regarding our sample selection, please refer to Appendix B of our paper, which is provided for 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 Appendix C of our paper, which is provided for citation.

Who are the annotators?

The authors and students at University of Zurich 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

  • Dominik Stammbach
  • Nicolas Webersinke
  • Julia Anna Bingler
  • Mathias Kraus
  • Markus Leippold

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 the ClimateBert team at hello@climatebert.ai.

Citation Information

@misc{stammbach2022environmentalclaims,
  title = {A Dataset for Detecting Real-World Environmental Claims},
  author = {Stammbach, Dominik and Webersinke, Nicolas and Bingler, Julia Anna and Kraus, Mathias and Leippold, Markus},
  year = {2022},
  doi = {10.48550/ARXIV.2209.00507},
  url = {https://arxiv.org/abs/2209.00507},
  publisher = {arXiv},
}

Contributions

Thanks to @webersni for adding this dataset.

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