Transform large datasets into actionable insights

We enable research & development teams to quickly identify anomalies and insights from large data sets using Sympathy for Data's low-code and easy to understand GUI.

Sympathy for data Python
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Easy to get started no matter if you’re a beginner or an expert when working with data analytics tools.


Includes a Python environment with a comprehensive library of data analysis components to get you started with Sympathy for Data as well as several Enterprise Toolkits.


Extensive documentation to help you Extract, Transform and Load your data to get to the data-value faster.

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Interested in the enterprise grade version of Sympathy, including support, maintenance, advanced toolkits and licensing?

Easy to get started

Analysing data doesn't need to be tedious.

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Sympathy can import spreadsheets to large .csv files

Start from where you left off

Even if you already have processed large sums of data previously, you can easily move to Sympathy for Data without having to start over.

Sympathy for data Python

No hidden rules or functions

Data certainty is important when making critical product decisions, which is why Sympathy for Data gives you total control and transparency behind each node and function that is running while processing your data to quickly display exactly what's going on.

It's easier to share and collaborate using Sympathy's intuitive interface

Easy to visualise and collaborate

Nothing tells a story faster than visualised data. Sympathy for Data makes it easy to share and collaborate your data insights with different stakeholders and collaborators in order to make faster and more efficient product decisions.

Seamless data analytics

We understand every manufacturing setup has its own processes, workflows and analysis requirements. Sympathy for Data allows anyone to create unique de-coupled applications to consistently monitor data in a more reliable way. Providing a long term, more sustainable solution to your data analytics work.

Manufacturing data analysis with Sympathy

Use Sympathy for Data to

automate workflows icon

Automate testing & validation processes

detect data anomalies icon

Detect data anomalies

Preprocess data icon

Quick feedback loops when analysing data

Pre-process data icon

Preprocess data with Sympathy’s built-in ETL

Experiment with data icon

Experiment with the intuitive node-based UI

create better data-driven stories icon

Create better data-driven stories

Build and deploy predictive models icon

Build and deploy predictive models

Easily combine data from multiple sources icon

Easily combine data from multiple sources


A comprehensive library of components

A comprehensive library of components

An enormous library of components to help you hit the ground running.

A Beginner's Guide to Nodes and Workflows

A Beginner's Guide to Nodes and Workflows

Explore the basics of Sympathy, a powerful data analysis tool that simplifies complex workflows using configurable, interconnected nodes for seamless data processing and sharing.

ML analysis

ML analysis

Extract image data, statistics, convert images in a list into a row of features or even transform. The possibilities are endless.

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Sympathy seamlessly fits into your existing workflows.

Used by some of the industry's leading players