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Data and Research

Institutional Customer Activity and Use of ATS
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MSRB research report analyzes the understanding of trade patterns that illustrate the interaction between customers and the role played by ATS.

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Fact Book
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The MSRB Fact Book offers a free and comprehensive reference for historical trade statistics on a quarterly and yearly basis. The reports encompass information on nearly every trade reported to the MSRB by deal...

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Third Quarter 2025 Municipal Securities Market Summary
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MSRB quarterly market summaries discuss key developments in yields, trading volume, new issuance, and mutual fund flows in the municipal bond market.

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Timing of Annual Financial Disclosures by Issuers of Municipal Securities
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This MSRB report updates a 2017 study on the timing of annual financial disclosures by municipal securities issuers.

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Trends in Municipal Securities Ownership
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Ownership since 2004 reveals a continuous decline in individual investor direct ownership of municipal securities while ownership through funds has steadily risen. Read the report.

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Municipal Bond ETFs: Liquidity Impact on the Municipal Bond Market
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The MSRB Chief Economist's analysis on the relationship between municipal bond ETFs and municipal market liquidity.

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