Data Science

This is an initial iteration of the Data Science section on sdmx.io. The purpose of this implementation is to introduce the new SDMX Global Discovery Service (SGDS).

There are additional features planned over the coming months, including tools, learning resources, and more. Please keep checking back …

Find the Data

Use the SDMX Global Discovery Service to find the data you need.

Event

IFC Workshop on "Data Science in Central Banking" - Part 2

Sponsor:	IFC, BIS

Part 2: Data Science in Central Banking: Applications and tools , 14-17 Feb 2022, virtual event hosted by the Bank for International Settlements.

IFC Workshop on "Data Science in Central Banking" - Part 2

Past Webinar

Leveraging SDMX for machine learning in economics with the BIS open-source library gingado

Sponsor:	BIS

Past Webinar

Introduction to pysdmx, key use cases and hands-on demo

Sponsor:	BIS

Software

SDMX Connectors

The SDMX Connectors is a set of plugins that can be installed in the most popular data tools, providing functions for easily and seamlessly downloading data from SDMX providers implementing the SDMX REST API.

Software

gingado, a LinkageX resource

gingado is a machine learning library focused on economics and finance use cases. This package aims to be suitable for beginners and advanced users alike. Use cases may range from programmatic data retrievals using SDMX to experimentation with machine learning-based econometric estimators to more complex forecasting pipelines used in production.

Software

pysdmx, a LinkageX resource

pysdmx is a pragmatic and opinionated library written in Python. It focuses on simplicity, providing a subset of SDMX functionalities without requiring advanced knowledge of SDMX.

Software

Project LinkageX

Project ‘LinkageX’ is the Swiss Army knife for SDMX. Aimed at data scientists and developers, LinkageX simplifies the use of SDMX data and metadata, enabling seamless integration and full utilization of the SDMX metamodel. This powerful Python-based toolkit streamlines SDMX-related workflows, enhancing data synchronization and harmonization efficiency and effectiveness.