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Recently, I spoke with several heads of data science at various types and sizes of firms about how they organize and manage their data science teams. Here’s what they said… bit.ly/3GKbmpZ #DataScience #DataAnalytics
datainharmony.com
How to Better Organize Your Data Science Team
I spend a lot of my time talking to the heads of data science teams about the projects they are working on and the data they need to complete their work successfully. Recently, I spoke with a manager...
Crowdfunding investments surpassed $2 billion raised. Over 6k companies filed 7k+ offerings with a 69% success rate. VC, PE, and Family Offices use Reg CF to find startups with healthy valuation growth but haven’t yet “graduated” to Reg A+ or Reg D. bit.ly/46Hi1JE
DIH has expanded its Level 3 Order Book Data to include equities and ETFs from Japan and Singapore. We now offer the most granular order book data from CBOE Japan, Japannext, and Singapore Exchange as well as TSE, North America, and EMEA. Learn More -- bit.ly/3o195he
The Financial Conduct Authority (FCA) in the UK says competition for price data is “not working as well as it should”. So is Europe about to get a “consolidated tape” like the USA? Learn More -- bit.ly/twitter-3kEi1HL
Financial data users are frustrated by legacy data providers who prohibit the sharing of data within an organization. Dan Barnes of The Desk recently wrote about the democratization of financial data. Learn More -- bit.ly/twitter-3e42qxT
DIH recently expanded its Investment Funds data offering to include NAVs, reference data, and corporate actions for Unit Trusts and OEIC in the UK and Open-Ended Funds in Ireland. Covers over 16,000 UK funds and 30,000 Irish funds. Learn More -- bit.ly/twitter-3E2YCrc
If you care about data costs, this research by Mike Carrodus and his colleagues at @substantiveSM on what firms pay for the same data may be of interest to you. Their “apples-to-apples” comparisons reveal shocking results… Read more… bit.ly/twitter-3S34t3y
Municipal bond reference data can often have gaps, stale values, or inaccurate info. Such errors can negatively impact your operations, and cause costly errors such as delayed settlement, incorrect NAVs, flawed risk assessments, and regulatory issues. datainharmony.com/2022/07/06/3-p…
datainharmony.com
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...
ETFs & ETNs have increased their crypto holdings from $1 billion in 2019 to $20 billion in 2021. Given the volatility of crypto, market participants need better data in order to manage their risks. So DIH has added Crypto Holdings Data to its offering. datainharmony.com/2022/04/14/cry…
A recent survey of hundreds of buy-side firms around the world found 80% of firms admit their demand for price data and reference data is outpacing their data strategies, resources, and technology. You can read more here: datainharmony.com/blog/how-to-le…
Recently DIH has seen an uptick in firms asking about Corporate Events data. They say including such data in their models can help them better minimize risk because volatility often occurs around such corporate events. You can read more here: datainharmony.com/blog/how-to-le…
In 2021 UK dark pools saw a huge increase in volume but the volume for EU-based dark pools was unchanged – even though volumes on EU venues were 145X higher. Why? The answer reveals how you can analyze liquidity to your advantage. datainharmony.com/blog/let-there… #MarketData #BuySide
DIH expands #Level3DepthOfBookData to 280+ metrics, including: - Probability of your order filling - Average time orders rest on the book before being executed or cancelled - Impact of your order on the market datainharmony.com/blog/dih-expan… #MarketData #FundManagers #BuySide
.@WBResearch survey of buy-side firms found: -74% use Level 3 order book data -Of the rest 75% said their vendors don’t provide Why are firms looking for such granular price data? datainharmony.com/blog/3-out-of-… #Level3DepthOfBookData #MarketData #FundManagers #BuySide
When exchanges try to establish monopolies over #data it affects everyone. @ExchangeData demands investigation into CME’s plans to end no-fee services. datainharmony.com/blog/its-not-t… #antitrust #finance
When exchanges try to establish monopolies over #data it affects all market participants. @ExchangeData demands investigation into CME Group's plans to end no-fee services. mondovisione.com/media-and-reso… #antitrust #finance
@DataInHarmony founder Tom Myers: @BMLLtech has built what I and so many market participants have wanted: access to Level 3 #data and #analysis tools without all the headaches (and costs) of maintaining such a large data set. datainharmony.com/blog/bmll-soli… #marketdata #financial
Via @theTRADEnews @annabe1smith - BMLL drives forward with US expansion with new partnership with @DataInHarmony! BMLL's Data Lab and Data Feed now available to market participants in the US via the Data In Harmony (DIH) network thetradenews.com/bmll-drives-fo…
Client @bmlltech Solidifies Footprint In US - makes their Data Lab and Data Feed available to US capital markets participants through their collaboration with @DataInHarmony - via marketsmedia.com/bmll-solidifie… via @marketsmedia
marketsmedia.com
BMLL Solidifies Footprint In US - Markets Media
BMLL Data Lab and Data Feed are available to US capital markets participants via DIH.
8 out of 10 Active Mangers Fail to Beat Their Benchmark: This Could Help See what it takes to achieve superior results across all market phases, and the tools to help you do it. datainharmony.com/blog/8-out-of-… #MarketData #Financial #FundManagers
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