Home » Macro Quantamental Academy » Introductory Tutorials
These introductory downloadable Jupyter notebooks provide researchers and investment professionals with a headstart to become more familiar with JPMaQS. They demonstrate how to import data through the J.P. Morgan DataQuery API into a standard Python environment, how to work with the standard pandas data frame format, and give examples of simple analysis using either standard packages or the specialized Macrosynergy package.
Macrosynergy is a London based macroeconomic research and technology company whose founders have developed and employed macro quantamental investment strategies in liquid, tradable asset classes, across many markets and for a variety of different factors to generate competitive, uncorrelated investment returns for institutional investors for over eighteen years. Our quantitative-fundamental (quantamental) computing system tracks a broad range of real-time macroeconomic trends in developed and emerging countries, transforming them into macro systematic quantamental investment strategies. In June 2020 Macrosynergy and J.P. Morgan started a collaboration to scale the quantamental system and to popularize tradable economics across financial markets.