About Tom Myers

Tom Myers is the founder of Data In Harmony (DIH), a data consultant and provider. DIH help firms find the data they need, validate & clean data, integrate data, and monetize their data. DIH also provides a wide variety of financial and alternative data, as well as data engineering tools.

3 Problems in Municipal Bond Data (And How to Avoid Them)

Having timely, complete, and accurate municipal bond data is critical for many essential functions in the life cycle of investing in municipal bonds: trade execution risk management pre-trade analytics post-trade valuation and reporting regulatory compliance If you don’t have accurate data, and don’t quickly identify your data’s shortcomings, can cause a lot of pain for

3 Problems in Municipal Bond Data (And How to Avoid Them)2022-07-06T08:34:11-05:00

Crypto Holdings Data Helps You Understand YOUR Exposure to Volatile Digital Assets.

Cryptocurrencies, despite their volatility, have become commonplace in the portfolios of both retail and institutional investors. More and more securities have crypto holdings. But do you fully understand how much exposure you really have to crypto? DIH now offers data that links securities worldwide with their crypto holdings. The data covers exchange-traded products, mutual funds,

Crypto Holdings Data Helps You Understand YOUR Exposure to Volatile Digital Assets.2022-04-14T15:21:56-05:00

Why Price Data and Reference Data Keep the Buy-Side Up at Night.

Ever wonder what keeps your competition up at night? If you work on the buy-side and are either responsible for onboarding/processing data or are an end-user of data, you may like to know misery loves company. Let me explain… A recent survey of hundreds of buy-side firms around the world found 80% of firms: Plan

Why Price Data and Reference Data Keep the Buy-Side Up at Night.2022-02-21T11:34:54-06:00

DIH Expands Its Level 3 Depth of Book Data Metrics to Help Firms Better Understand the Full Market Microstructure Liquidity Picture

DIH has expanded its Level 3 depth of book data offering to include more than 280 metrics you can receive via bulk file download or API. These metrics are based on every individual order from over 45 exchanges and trading venues — including up to five years of history — and cover global equities, ETFs

DIH Expands Its Level 3 Depth of Book Data Metrics to Help Firms Better Understand the Full Market Microstructure Liquidity Picture2022-02-17T16:38:48-06:00

3 Out of 4 Buy-Side Firms Say They Want Level 3 Order Book Data — But Why?

WBR Insights recently published a survey of buy-side firms, and these takeaways caught my eye: 74% of respondents say they use Level 3 order book data in their research program Of the respondents not using Level 3 order book data — nearly 75% said the main reason was due to their current vendors not providing

3 Out of 4 Buy-Side Firms Say They Want Level 3 Order Book Data — But Why?2022-04-22T15:35:33-05:00

It’s Not Too Late to Stop the CME from Becoming a Monopoly

The CME has been accused of misusing its power, after the exchange announced plans to start charging fees for data that had been free — including data that is in the public domain and for which they don’t own the copyright. In addition, the CME wants to require redistributors to turn over details about their

It’s Not Too Late to Stop the CME from Becoming a Monopoly2022-02-17T16:11:47-06:00

BMLL Solidifies Footprint in the US through Partnership with DIH

BMLL Data Lab and Data Feed now available to US capital markets participants via DIH London, Austin, TX (Nov. 12, 2020) — BMLL, the award-winning data and analytics provider, today announced a collaboration with Data In Harmony (DIH), a data provider and data consultancy covering global financial markets, to make BMLL’s Data Lab and Data

BMLL Solidifies Footprint in the US through Partnership with DIH2022-02-17T16:11:12-06:00

8 out of 10 Active Mangers Fail to Beat Their Benchmark – This Could Help

Active fund managers face a big challenge — consistently picking winners and avoiding losers is very hard to do. How big is the problem? According to the S&P Indices Versus Active (SPIVA) Scorecard, through March 2020 more than 88% of all USA stock fund managers have underperformed the S&P Composite 1500 Index over the past

8 out of 10 Active Mangers Fail to Beat Their Benchmark – This Could Help2022-04-22T15:46:22-05:00

DIH to Offer Financial Clients Trendrating’s Trend Capture Analytics

Data In Harmony partners with leading analytics and technology provider Trendrating to offer the company’s trend capture ratings data and analytics to benefit DIH’s institutional clients and prospects. Austin, TX (October, 15, 2020) — DIH has partnered with Trendrating to offer the company’s trend capture ratings data and analytics, which dove-tail neatly with DIH’s existing

DIH to Offer Financial Clients Trendrating’s Trend Capture Analytics2022-02-17T16:02:22-06:00

Bankruptcies — What You Need to Know

The Coronavirus pandemic is driving a huge increase in the number of companies filing for bankruptcy. Corporate bankruptcies in the USA are up 76% through June 2020. We are on track to match (and surpass) the Great Recession in terms of bankruptcies and assets lost. There are several reasons this phenomenon could be important to

Bankruptcies — What You Need to Know2022-02-17T16:01:54-06:00
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