Maximising double volume cap data

The introduction of the double volume cap (DVC) mechanism as part of MiFIR has heralded a new era in European equity trading, limiting for the first time the universe of securities that can be traded on dark pools. Nearly eight months on from the first DVC suspensions, we can begin to assess how the new regime is working and how the market is adapting. When it first kicked off the DVC framework in March 2018, the European Securities and Markets Authority (ESMA) acknowledged that data quality and completeness issues had delayed implementation by two months, but since then it has kept its public register regularly updated to give market participants full transparency on instrument suspensions.

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Identifying outliers in equity trading – why it matters

Enormous volumes of data might be the lifeblood of quantitative analytics, but for the typical trader, dealing with data in any asset class can be complex, costly and daunting. With the explosion of data in recent years and the continuing appearance of new data sources, the challenge for practitioners is growing all the time and they need the power to identify and extract the data that is most relevant to them. Attempting to isolate data using standard spreadsheets is much like using a bucket and spade to find a grain of sand on a beach – it simply can’t be done. Traders need to understand how data has been sourced and they must be able to curate and store large volumes of data in an accessible and manageable format so that they can

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Boom in tick-data-as-a-service

The rise of quantitative analysis is mirrored by a rise in demand for its fuel – data. With one feeding the other, investment firms and banks are increasingly reliant upon products and services that can be tested and proven in a way that for many markets was impossible ten years ago. As a result, the use of outsourced tick data provision is becoming prevalent in order to support that rapid growth. Tick data – capture of the price, time and volume for every order and execution across the instruments on a given trading venue – can provide enormous value for exchanges, broker-dealers and asset managers in this context. Ten years ago, it was seen as the preserve of firms building execution algorithms. Now that demand reaches across an enterprise. From compliance to business growth, tick data sits behind many key decisions.

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Winning business by navigating through the new liquidity landscape

MiFID II offers a fresh start for business relationships in capital markets. By reframing the way in which dealers and trading venues seek to manage and match client trades it is implicitly changing where buy-side firms choose to route and execute their orders. A new framework The new directive, and its sister regulation MiFIR, have established a new regulatory framework for trading venues by categorising any trading mechanism as either a regulated market (RM), multilateral trading facility (MTF), organised trading facility (OTF) or systematic internaliser (SI). This framework determines how each category can process trades, who may interact with those orders, how much pre-trade disclosure of orders is permitted, and how – and to whom – transactions are reported afterwards.

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