Access the Global Industry Classification Standard (GICS) system through LSEG, covering over 58,000 trading securities across 125 countries.

Net-Income-Applicable-To-Common-Shares Time Series for MSCI Inc. MSCI Inc., together with its subsidiaries, provides critical decision support tools and solutions for the investment community to manage investment processes worldwide. The Index segment provides indexes for use in various areas of the investment process, including indexed financial product, such as ETFs, mutual funds, annuities, futures, options, structured products, and over-the-counter derivatives; performance benchmarking; portfolio construction and rebalancing; and asset allocation, as well as licenses GICS and GICS Direct. The Analytics segment offers risk management, performance attribution and portfolio management content, application, an integrated view of risk and return service, and an analysis of market, credit, liquidity, counterparty, and climate risk across asset classes; managed services, including consolidation of client portfolio data, review and reconciliation of input data and results, and customized reporting; and HedgePlatform to measure, evaluate, and monitor the risk of hedge fund investments. The ESG and Climate segment provides products and services that help institutional investors understand how ESG impacts the long-term risk and return of their portfolio and individual security-level investments; and data, ratings, research, and tools to help investors navigate increasing regulation. The All Other " Private Assets segment comprising real estate and infrastructure data, benchmarks, return-analytics, climate assessments and market insights; business intelligence to real estate owners, managers, developers, and brokers; and offers investment decision support tools for private capital. The Private Capital Solutions segment offers tools to help private asset investors across mission-critical workflows, such as sourcing terms and conditions, evaluating operating performance, managing risk and other activities supporting private capital investing. MSCI Inc. was incorporated in 1998 and is headquartered in New York, New York.

Average environmental scores and amount of carbon emission of some companies in the S&P 500 separated by Global Industry Classification Standard (GICS) sector ranked by direct CO2 emissions, where is the number of the assets available for calculating the number of carbon emissions, and is the number of whole assets in the sector.

This dataset consists of part 1 of the data associated with publication "Data-driven Direct Diagnosis of PV Connected Batteries "

The synthetic cycles were generated using the mechanistic modeling approach. See “Big data training data for artificial intelligence-based Li-ion diagnosis and prognosis“ (Journal of Power Sources, Volume 479, 15 December 2020, 228806) and "Analysis of Synthetic Voltage vs. Capacity Datasets for Big Data Li-ion Diagnosis and Prognosis" (Energies 2021, 14, 2371 ) for more details.

These datasets were compiled with a resolution of 0.01 for the triplets and C/25 charges. This accounts for more than 5,000 different paths. Each path was simulated with at most 0.85% increases for each. Each dataset contains more than 700,000 unique voltage vs. capacity curves.

Two datasets are provided, one for training and one for validation. There were generated with slightly different cell parameters to account for cell-to-cell variations. Details are available in publication. For each dataset, 3 set of files are provided, the V files contains V vs. Q data, the t files contains V vs. time data and the R files contains rate vs. Q data.

More details on content is provided in the read me file.

All simulations were performed with the 2022 version of the alawa toolbox using stock electrode data. Voltage and kinetics of electrodes from different manufacturers, with different composition, or with different architecture might differ significantly.