100+ datasets found
  1. F

    Yields on Municipal Bonds, Twenty Bond Average for United States

    • fred.stlouisfed.org
    json
    Updated Aug 20, 2012
    + more versions
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    (2012). Yields on Municipal Bonds, Twenty Bond Average for United States [Dataset]. https://fred.stlouisfed.org/series/M13050USM156NNBR
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    jsonAvailable download formats
    Dataset updated
    Aug 20, 2012
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    United States
    Description

    Graph and download economic data for Yields on Municipal Bonds, Twenty Bond Average for United States (M13050USM156NNBR) from Jan 1948 to Jan 1967 about bonds, yield, interest rate, interest, rate, and USA.

  2. F

    Yields on Municipal Bonds, Highest Rating for United States

    • fred.stlouisfed.org
    json
    Updated Aug 20, 2012
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    (2012). Yields on Municipal Bonds, Highest Rating for United States [Dataset]. https://fred.stlouisfed.org/series/M13043USM156NNBR
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Aug 20, 2012
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    United States
    Description

    Graph and download economic data for Yields on Municipal Bonds, Highest Rating for United States (M13043USM156NNBR) from Jan 1937 to Jan 1966 about bonds, yield, interest rate, interest, rate, and USA.

  3. F

    Index of Yields of High Grade Municipal Bonds for United States

    • fred.stlouisfed.org
    json
    Updated Aug 20, 2012
    + more versions
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    (2012). Index of Yields of High Grade Municipal Bonds for United States [Dataset]. https://fred.stlouisfed.org/series/M13023USM156NNBR
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Aug 20, 2012
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    United States
    Description

    Graph and download economic data for Index of Yields of High Grade Municipal Bonds for United States (M13023USM156NNBR) from Jan 1900 to Apr 1967 about grades, bonds, yield, interest rate, interest, rate, indexes, and USA.

  4. U.S. National-Level Municipal Bond Market Statistics (SIFMA Aggregates)

    • figshare.com
    xlsx
    Updated Jun 23, 2025
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    Duane Ebesu (2025). U.S. National-Level Municipal Bond Market Statistics (SIFMA Aggregates) [Dataset]. http://doi.org/10.6084/m9.figshare.29382752.v1
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    xlsxAvailable download formats
    Dataset updated
    Jun 23, 2025
    Dataset provided by
    Figsharehttp://figshare.com/
    Authors
    Duane Ebesu
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset compiles national-level municipal bond issuance and pricing statistics for the United States, sourced from the Securities Industry and Financial Markets Association (SIFMA). It includes time-series data on municipal bond issuance volumes, average yields, interest rates, and maturity structures, aggregated on a monthly and annual basis. The dataset provides critical macro-financial context for evaluating subnational debt trends, especially in the context of climate adaptation investments and fiscal resilience. In particular, it supports comparative analysis between local climate-related borrowing (e.g., FEMA-backed projects) and national municipal debt trends, serving as a benchmark for assessing changes in risk premiums, cost of capital, and investor behavior. This file was used to calibrate yield spreads in empirical models evaluating the market response to federally co-funded nature-based infrastructure.

  5. d

    Mergent Municipal Bond Securities Data

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Oct 28, 2025
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    Mergent (2025). Mergent Municipal Bond Securities Data [Dataset]. http://doi.org/10.7910/DVN/WVPFLU
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    Dataset updated
    Oct 28, 2025
    Dataset provided by
    Harvard Dataverse
    Authors
    Mergent
    Time period covered
    Jan 1, 1996 - May 5, 2023
    Description

    The Mergent Municipal Bond Securities database provides information on U.S. domestic municipal bonds beginning in 1996. It covers municipal issues from all 50 states including bonds issued by states, counties, and cities as well as other municipal entities such as hospitals, community colleges, schools, water districts, and other similar entities. The data provides information about the bond issue and the individual bonds within each bond issue, including the underwriter, bond yield, offering price, offering date, maturity, and other bond characteristics (e.g., taxable, security, use of proceeds, sale type, refunding). It also includes information on credit ratings at issuance and throughout the life of the bond from S&P, Moody’s, and Fitch. Information is provided at the bond issue level (issue_id) and at the bond level using the maturity_id. Each bond has a maturity_id and issue_id that allows for matching across tables within the Mergent dataset. The full 9-digit CUSIP for each bond is also provided. There is some coverage for geographic areas outside of the 50 states (e.g., Puerto Rico and the Virgin Islands). It also includes some bonds issued prior to 1996, and some debt instruments other than public bonds (e.g., collateralized notes, certificates of obligation, construction loan notes). However, the extent of coverage for these additional geographic areas, offering dates, and debt instruments is unknown, suggesting that researchers exercise caution before using these data. Data is current to May 5, 2023.

  6. T

    United States 30 Year Bond Yield Data

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 27, 2017
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    TRADING ECONOMICS (2017). United States 30 Year Bond Yield Data [Dataset]. https://tradingeconomics.com/united-states/30-year-bond-yield
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    excel, json, xml, csvAvailable download formats
    Dataset updated
    May 27, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 15, 1977 - Dec 2, 2025
    Area covered
    United States
    Description

    The yield on US 30 Year Bond Yield rose to 4.76% on December 2, 2025, marking a 0.02 percentage points increase from the previous session. Over the past month, the yield has edged up by 0.06 points and is 0.35 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. United States 30 Year Bond Yield - values, historical data, forecasts and news - updated on December of 2025.

  7. G

    Municipal Bonds Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 22, 2025
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    Growth Market Reports (2025). Municipal Bonds Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/municipal-bonds-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Aug 22, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Municipal Bonds Market Outlook



    According to our latest research, the global municipal bonds market size reached USD 4.2 trillion in 2024, with a recorded compound annual growth rate (CAGR) of 3.8% over the past five years. The market is projected to expand steadily, reaching approximately USD 5.8 trillion by 2033, as per the calculated CAGR. This growth is primarily driven by increasing infrastructure development, rising demand for stable and tax-advantaged investment options, and governments’ ongoing need for capital to fund public projects. The municipal bonds market continues to attract both individual and institutional investors due to its relative stability and attractive risk-adjusted returns compared to other fixed-income securities.




    One of the main growth factors for the municipal bonds market is the persistent need for infrastructure development and modernization across both developed and emerging economies. Governments worldwide are increasingly relying on municipal bonds to finance projects such as transportation networks, water and sewage systems, schools, and hospitals. As fiscal constraints tighten and traditional funding sources become less accessible, municipal bonds offer state and local governments a viable avenue to raise capital efficiently. This trend is further reinforced by the growing awareness of the importance of sustainable and resilient infrastructure, driving the issuance of green and social municipal bonds. The proliferation of such bonds not only addresses critical societal needs but also attracts a new segment of environmentally and socially conscious investors, thereby broadening the market base.




    Another key driver is the favorable tax treatment that municipal bonds offer, particularly in countries like the United States, where interest income from many municipal bonds is exempt from federal income tax and, in some cases, state and local taxes as well. This tax advantage makes municipal bonds highly attractive for high-net-worth individuals and institutional investors seeking to optimize after-tax returns. Additionally, in a global environment characterized by low interest rates and volatile equity markets, municipal bonds are perceived as a safe haven, offering steady income with relatively low default risk. This perception has led to increased allocations to municipal bonds within diversified investment portfolios, further fueling market growth.




    Technological advancements and digitalization have also played a significant role in the expansion of the municipal bonds market. The advent of online trading platforms and digital distribution channels has democratized access to municipal bonds, enabling a broader spectrum of investors to participate. These platforms facilitate transparency, improve price discovery, and reduce transaction costs, making it easier for both novice and seasoned investors to buy and sell municipal bonds. Furthermore, regulatory reforms aimed at enhancing market transparency and investor protection have bolstered confidence in municipal bonds as a reliable investment class. As a result, market participation has widened, contributing to increased liquidity and overall market growth.




    From a regional perspective, North America, particularly the United States, continues to dominate the municipal bonds market, accounting for the largest share of issuances and outstanding value. However, Europe and Asia Pacific are emerging as significant growth regions, driven by increasing urbanization, infrastructure spending, and the adoption of innovative financing mechanisms. In Europe, the push for sustainable finance and green investments is fostering the development of new municipal bond structures, while in Asia Pacific, rapid economic growth and urban development are prompting governments to explore municipal bonds as a means of funding critical projects. Latin America and the Middle East & Africa, though smaller in market size, are also witnessing gradual adoption of municipal bonds, supported by regulatory reforms and growing investor interest.





    Type Analysis

    <br /&

  8. F

    Municipal Bond Yields for New England

    • fred.stlouisfed.org
    json
    Updated Aug 20, 2012
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    (2012). Municipal Bond Yields for New England [Dataset]. https://fred.stlouisfed.org/series/Q13020USQ156NNBR
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    jsonAvailable download formats
    Dataset updated
    Aug 20, 2012
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    New England
    Description

    Graph and download economic data for Municipal Bond Yields for New England (Q13020USQ156NNBR) from Q1 1857 to Q1 1914 about New England, bonds, yield, interest rate, interest, rate, and USA.

  9. m

    Overlay Shares Municipal Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Feb 1, 2001
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    macro-rankings (2001). Overlay Shares Municipal Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/Markets/ETFs/OVM-US
    Explore at:
    excel, csvAvailable download formats
    Dataset updated
    Feb 1, 2001
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for Overlay Shares Municipal Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. The fund is an actively-managed exchange-traded fund (ETF) that seeks to achieve its objective by (i) investing in one or more other ETFs that seek to obtain exposure to the performance of investment grade municipal bonds and below investment grade municipal bonds or directly in the securities held by such ETFs and (ii) selling and purchasing listed short-term put options to generate income to the fund.

  10. y

    Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED)

    • ycharts.com
    html
    Updated Oct 8, 2016
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    Federal Reserve (2016). Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED) [Dataset]. https://ycharts.com/indicators/municipal_bond_index
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    htmlAvailable download formats
    Dataset updated
    Oct 8, 2016
    Dataset provided by
    YCharts
    Authors
    Federal Reserve
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Jan 1, 1953 - Oct 6, 2016
    Area covered
    United States
    Variables measured
    Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED)
    Description

    View weekly updates and historical trends for Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED). from United States. Source: Federal Reserve. Trac…

  11. General data description.

    • plos.figshare.com
    bin
    Updated Aug 9, 2023
    + more versions
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    Erika Smull; Evan Kodra; Adam Stern; Andrew Teras; Michael Bonanno; Martin Doyle (2023). General data description. [Dataset]. http://doi.org/10.1371/journal.pone.0288979.t001
    Explore at:
    binAvailable download formats
    Dataset updated
    Aug 9, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Erika Smull; Evan Kodra; Adam Stern; Andrew Teras; Michael Bonanno; Martin Doyle
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Both climate risk and race are factors that may affect municipal bond yields, yet each has received relatively limited empirical research attention. We analyzed > 712,000 municipal bonds representing nearly 2 trillion USD in par outstanding, focusing on credit spread or the difference between a debt issuer’s interest cost to borrow and a benchmark “risk-free” municipal rate. The relationship between credit spread and physical climate risk is significant and slightly positive, yet the coefficient indicates no meaningful spread penalty for increased physical climate risk. We also find that racial composition (the percent of a community that is Black) explains a statistically significant and meaningful portion of municipal credit spreads, even after controlling for a variety of variables in domains such as geographic location of issuer, bond structure (e.g., bond maturity), credit rating, and non-race economic variables (e.g., per capita income). Assuming 4 trillion USD in annual outstanding par across the entire municipal market, and weighting each issuer by its percent Black, an estimated 19 basis point (bp) penalty for Black Americans sums to approximately 900 million USD annually in aggregate. Our combined findings indicate a systemic mispricing of risk in the municipal bond market, where race impacts the cost of capital, and climate does not.

  12. m

    Invesco BulletShares (R) 2025 Municipal Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Sep 25, 2019
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    macro-rankings (2019). Invesco BulletShares (R) 2025 Municipal Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/Markets/ETFs/BSMP-US
    Explore at:
    csv, excelAvailable download formats
    Dataset updated
    Sep 25, 2019
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for Invesco BulletShares (R) 2025 Municipal Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. The fund generally will invest at least 80% of its total assets in securities that comprise the underlying index. The underlying index seeks to measure the performance of a portfolio of U.S. dollar-denominated investment-grade municipal bonds with maturities or, in some cases, "effective maturities," in the year 2025 (collectively, "2025 Bonds").

  13. w

    Global Municipal Bond Fund Market Research Report: By Fund Type (General...

    • wiseguyreports.com
    Updated Sep 15, 2025
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    (2025). Global Municipal Bond Fund Market Research Report: By Fund Type (General Obligation Bonds, Revenue Bonds, Green Bonds, Healthcare Bonds, Education Bonds), By Investor Type (Institutional Investors, Retail Investors, High-Net-Worth Individuals, Pension Funds, Endowments), By Investment Strategy (Active Management, Passive Management, Tax-Exempt Strategies, Socially Responsible Investing, Laddered Strategy), By Credit Quality (Investment Grade, High Yield, Non-Rated, Municipal Derivatives, Insured Bonds) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/municipal-bond-fund-market
    Explore at:
    Dataset updated
    Sep 15, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Sep 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 2024461.6(USD Billion)
    MARKET SIZE 2025472.7(USD Billion)
    MARKET SIZE 2035600.0(USD Billion)
    SEGMENTS COVEREDFund Type, Investor Type, Investment Strategy, Credit Quality, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSInterest rate fluctuations, Tax incentives for investors, Infrastructure spending growth, Regulatory changes, Economic recovery trends
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDState Street Global Advisors, Invesco, T. Rowe Price, Fidelity Investments, BlackRock, American Funds, Franklin Templeton, Vanguard, Wells Fargo Asset Management, Nuveen, Mfs Investment Management, Goldman Sachs Asset Management, PIMCO
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESIncreasing infrastructure spending, Growing demand for sustainable investing, Tax incentives for municipal bonds, Automation in bond trading platforms, Rising interest in ESG funds
    COMPOUND ANNUAL GROWTH RATE (CAGR) 2.4% (2025 - 2035)
  14. Dataset characteristics for the whole market data and water and sewer...

    • plos.figshare.com
    bin
    Updated Aug 9, 2023
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    Erika Smull; Evan Kodra; Adam Stern; Andrew Teras; Michael Bonanno; Martin Doyle (2023). Dataset characteristics for the whole market data and water and sewer revenue bonds only, for both response variables: market spread and spread at issue. [Dataset]. http://doi.org/10.1371/journal.pone.0288979.t002
    Explore at:
    binAvailable download formats
    Dataset updated
    Aug 9, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Erika Smull; Evan Kodra; Adam Stern; Andrew Teras; Michael Bonanno; Martin Doyle
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Dataset characteristics for the whole market data and water and sewer revenue bonds only, for both response variables: market spread and spread at issue.

  15. F

    Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED)

    • fred.stlouisfed.org
    json
    Updated Oct 3, 2016
    + more versions
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    (2016). Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED) [Dataset]. https://fred.stlouisfed.org/series/MSLB20
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Oct 3, 2016
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Bond Buyer Go 20-Bond Municipal Bond Index (DISCONTINUED) (MSLB20) from Jan 1953 to Sep 2016 about municipal, state & local, bonds, government, indexes, and USA.

  16. m

    Invesco BulletShares (R) 2027 Municipal Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Sep 25, 2019
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    macro-rankings (2019). Invesco BulletShares (R) 2027 Municipal Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/Markets/ETFs/BSMR-US
    Explore at:
    excel, csvAvailable download formats
    Dataset updated
    Sep 25, 2019
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for Invesco BulletShares (R) 2027 Municipal Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. The fund generally will invest at least 80% of its total assets in securities that comprise the underlying index. The underlying index seeks to measure the performance of a portfolio of U.S. dollar-denominated investment-grade municipal bonds with maturities or, in some cases, "effective maturities," in the year 2027 (collectively, "2027 Bonds").

  17. m

    Goldman Sachs Community Municipal Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Mar 6, 2023
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    macro-rankings (2023). Goldman Sachs Community Municipal Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/markets/etfs/gmun-us
    Explore at:
    excel, csvAvailable download formats
    Dataset updated
    Mar 6, 2023
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for Goldman Sachs Community Municipal Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. The fund seeks to achieve its investment objective by investing at least 80% of its assets in securities included in its underlying index. The index is owned and calculated by Bloomberg Index Services Limited (the "index provider").

  18. m

    BlackRock High Yield Muni Income Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Mar 16, 2021
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    macro-rankings (2021). BlackRock High Yield Muni Income Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/Markets/ETFs/HYMU-US
    Explore at:
    csv, excelAvailable download formats
    Dataset updated
    Mar 16, 2021
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for BlackRock High Yield Muni Income Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. Under normal circumstances, the fund seeks to achieve its objectives by investing at least 80% of its assets in municipal bonds. Generally, the fund will invest in distressed securities when fund management believes they offer significant potential for higher returns or can be exchanged for other securities that offer this potential. It is non-diversified.

  19. Blackrock MuniHoldings Quality Fund (MUE) Forecast: Navigating the Municipal...

    • kappasignal.com
    Updated Nov 25, 2025
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    KappaSignal (2025). Blackrock MuniHoldings Quality Fund (MUE) Forecast: Navigating the Municipal Bond Market (Forecast) [Dataset]. https://www.kappasignal.com/2024/08/blackrock-muniholdings-quality-fund-mue.html
    Explore at:
    Dataset updated
    Nov 25, 2025
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    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.

    Blackrock MuniHoldings Quality Fund (MUE) Forecast: Navigating the Municipal Bond Market

    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

  20. m

    BlackRock Intermediate Muni Income Bond ETF - Price Series

    • macro-rankings.com
    csv, excel
    Updated Mar 16, 2021
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    macro-rankings (2021). BlackRock Intermediate Muni Income Bond ETF - Price Series [Dataset]. https://www.macro-rankings.com/Markets/ETFs/INMU-US
    Explore at:
    excel, csvAvailable download formats
    Dataset updated
    Mar 16, 2021
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Index Time Series for BlackRock Intermediate Muni Income Bond ETF. The frequency of the observation is daily. Moving average series are also typically included. Under normal circumstances, the fund seeks to achieve its objective by investing at least 80% of its assets in municipal bonds. Municipal bonds include debt obligations issued by or on behalf of a governmental entity or other qualifying issuer that pay interest that is, in the opinion of bond counsel to the issuer, generally excludable from gross income for federal income tax purposes. Although it may invest in municipal bonds in any rating category, fund management presently intends to invest the fund's assets primarily in investment grade municipal bonds. It is non-diversified.

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(2012). Yields on Municipal Bonds, Twenty Bond Average for United States [Dataset]. https://fred.stlouisfed.org/series/M13050USM156NNBR

Yields on Municipal Bonds, Twenty Bond Average for United States

M13050USM156NNBR

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Dataset updated
Aug 20, 2012
License

https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

Area covered
United States
Description

Graph and download economic data for Yields on Municipal Bonds, Twenty Bond Average for United States (M13050USM156NNBR) from Jan 1948 to Jan 1967 about bonds, yield, interest rate, interest, rate, and USA.

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