Specialized Wind Platform Workshop for 2nd-Year FMI Students at HSE University [EN]

Описание

Центр трансфера и управления социально-экономической информацией НИУ ВШЭ (ЦТУ СЭИ НИУ ВШЭ) — https://tes.hse.ru/
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Questions covered:
- Identifying AI Companies: How can we find a list of companies using AI in China and other countries in the database? What is the process for extracting their financial indicators over several years? Is it possible to determine what percentage of these companies' revenue is related to AI?
- Metrics for CJSCs: The database has a section for CJSC industries. We understand that a CJSC is a Closed Joint Stock Company. However, the database provides market capitalization and Tobin's Q for these companies. How are market capitalization and Tobin's Q calculated for CJSCs, given that their shares are not publicly traded?
- Time series data (e.g., oil futures, metal prices on specific exchanges, gold futures, gold ETFs, oil futures, etc.). Recently, data requests for cryptocurrencies have also become popular.
- Financial and corporate governance metrics for a custom selection of companies. Examples include: Top 100 companies by market capitalization; Top 20 companies in the retail sector; Top 20 companies actively implementing AI; Top-ranked companies in ESG ratings.
- Company rankings (from best to worst) based on various criteria, such as: Corporate governance quality; ESG performance; Other metrics: Revenue, Business Margins, Debt Load, Tax Burden.
- When using the "Range" setting in the Equity Data Explorer, in which section can we find the largest possible selection of Chinese companies from the Energy sector that have data available on market capitalization and ESG assessments?
- Can you provide the methodology for calculating the Social, Environmental, and Governance scores?
- Which countries are included in the "Global Stocks (By Wind Industry) (2024) -﹥ Energy?
- Why are there so many missing values for Total Assets among companies from the Energy sector (WIND ENERGY), while for other balance sheet items the number of gaps is significantly lower (approximately 4 times less)?
- Are any research or analytical reports conducted by WIND itself, aimed at studying the impact of ESG factors on companies' financial performance or stock market characteristics, available in the public domain? Have the researchers encountered the problem of data insufficiency, and if so, how did they address the missing data?
- We also have a request for automated data extraction, if such an option is available. Please find the details of our request below. This data is required for academic research conducted by PhD students working at our center and will be used for non-commercial purposes only. If possible, please extract the following data for the period 2010-2025. Company Selection: All Chinese companies (or at least the top 200 by market capitalization), plus all Hong Kong companies as a separate group.
- Why are there no companies from the Tourism sector?
- What sentiment metrics are in the Wind database for the Chinese market as a whole and for companies individually? How to export sentiment metrics for companies and for the market as a whole?