This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

The net returns offered by the MSCI World and MSCI All Country World Index (ACWI) outperformed the rate of return provided by the MSCI Emerging Markets index. On a ******** rate of return, the MSCI World and ACWI offered similar net return rates of around ** and a similar ********** return of **** percent, while the MSCI Emerging Markets provided returns of **** and **** percent.

Browse LSEG's MSCI Global Equity Indexes and gain extensive equity market coverage for over 75 countries in the developed, emerging and frontier markets.

Return data for the relevant constituents of the MSCI ACWI index for the years 2016 until 2020.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Currency Hedge: An Investment Safe Haven for the Global Market? (iShares Currency Hedged MSCI ACWI ex U.S. ETF)

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Msci stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

This study is aimed at investigating the asymmetric and time-frequency co-movements and the hedge or safe-haven properties of carbon efficient indices, the MSCI ACWI Sustainable Impact, and MSCI World EGS indices, in relation to technology and innovation-themed investments. In doing so, the ADCC-GJR-GARCH and wavelet coherence techniques are applied to a daily return series ranging from January 2019 to January 2023. Findings of the ADCC-GJR-GARCH model show negative and insignificant asymmetric linkage among underlying indices during the sample period. The S&P 500 carbon efficient index (CEI) acts as a strong hedge or safe-haven for technology and innovation-themed indices during tranquil and tumultuous periods. The MSCI ACWI Sustainable Impact, MSCI World EGS, and carbon efficient indices except for S&P 500 CEI exhibit weak hedge or safe-haven attributes. Wavelet coherence reveals negative (positive) co-movements between the thematic and carbon efficient indices in short-term (medium-term and long-term) horizons with consistent leading behavior of thematic indices to carbon efficient indices outcomes. It justifies the presence of short-lived hedging or safe-haven characteristics in the thematic domain for investors. These strong and weak hedge or safe-haven characteristics of low carbon and sustainability indices reveal that adding low carbon efficient and sustainable investments to a portfolio result in considerable diversification benefits for investors who tend to take minimal risk in both tranquil and tumultuous periods. The current findings imply that financial institutions, thematic investing companies, and governments need to encourage carbon efficient technology transfer and innovation-themed investments by increasing the fund allocations in underlying asset classes. Policy-making and regulatory bodies can encourage investors to make carbon-efficient and thematic investments and companies to issue carbon-efficient stocks or investments to safeguard social and economic risks during fragile periods. These investments can offer greater opportunities to combat the intensity of economic shocks on portfolios for responsible or sustainable investors.

Total-Cash-From-Operating-Activities Time Series for Fiera Capital Corporation. Fiera Capital Corporation is an employee owned investment manager. The firm primarily provides its services to institutional investors, mutual funds, charitable organizations, and private clients. It manages separate client-focused equity, fixed income, and balanced portfolios. The firm also launches and manages equity, fixed income, and balanced mutual funds and income trusts for its clients. It invests in the public equity and fixed income markets across the globe with a focus on Canada. The firm primarily invests in growth and value stocks of small-cap companies. It also invests in G.A.R.P. and value stocks of large-cap companies. The firm also makes investments in income trusts and preferred shares. It also applies exclusions to be fossil fuel free, integrates environmental, social, and governance considerations, and applies an ethical filter while making its investments. The firm employs fundamental and quantitative analysis along with bottom-up stock picking approach to create its equity portfolios. It employs a top-down macro-economic research to make its fixed income investments. The firm also makes alternative investments, including the use of long/short equity strategy. It benchmarks the performance of its portfolio against the S&P/TSX Index, MSCI ACWI Index, S&P/TSX Composite FFF Index, and S&P 500 indices. The firm conducts in-house research to make its investments. It makes investments in social infrastructure with a focus on affordable housing and community health care facilities and also makes investment in solar and wind power generation, transport, and mid-market assets. It typically invests in Canada. It was formerly known as Fiera Sceptre Inc. Fiera Capital Corporation was founded in 2002 and is based in Montréal, Canada with an additional office in Toronto, Canada, Calgary, Canada, and Vancouver, Canada.

Change-To-Inventory Time Series for Fiera Capital Corporation. Fiera Capital Corporation is an employee owned investment manager. The firm primarily provides its services to institutional investors, mutual funds, charitable organizations, and private clients. It manages separate client-focused equity, fixed income, and balanced portfolios. The firm also launches and manages equity, fixed income, and balanced mutual funds and income trusts for its clients. It invests in the public equity and fixed income markets across the globe with a focus on Canada. The firm primarily invests in growth and value stocks of small-cap companies. It also invests in G.A.R.P. and value stocks of large-cap companies. The firm also makes investments in income trusts and preferred shares. It also applies exclusions to be fossil fuel free, integrates environmental, social, and governance considerations, and applies an ethical filter while making its investments. The firm employs fundamental and quantitative analysis along with bottom-up stock picking approach to create its equity portfolios. It employs a top-down macro-economic research to make its fixed income investments. The firm also makes alternative investments, including the use of long/short equity strategy. It benchmarks the performance of its portfolio against the S&P/TSX Index, MSCI ACWI Index, S&P/TSX Composite FFF Index, and S&P 500 indices. The firm conducts in-house research to make its investments. It makes investments in social infrastructure with a focus on affordable housing and community health care facilities and also makes investment in solar and wind power generation, transport, and mid-market assets. It typically invests in Canada. It was formerly known as Fiera Sceptre Inc. Fiera Capital Corporation was founded in 2002 and is based in Montréal, Canada with an additional office in Toronto, Canada, Calgary, Canada, and Vancouver, Canada.