Kanaries Review 2024: What It Is, How to Use It & Is It Worth It?

Automate data wrangling, exploration, and visualization.

Kanaries logo

Generates visualizations and insights from datasets

Works as a copilot in data science

Identifies complex visual patterns

Kanaries Description

Kanaries is an AI-powered tool designed to redefine the workflow of data wrangling, exploration, and visualization. It's like having an autopilot for exploratory data analysis, generating visualizations and insights from datasets automatically. The tool offers a range of products including RATH, Graphic Walker, PyGWalker, and GWalkR. RATH, for instance, works as your copilot in data science, learning your intentions and generating relevant recommendations. Other features like Data Painter help identify complex visual patterns that are difficult to extract by statistics, and analyze the potential causals and clues behind the patterns.

Starting price


  • Free plan
  • Paid
  • Free trial

Kanaries Detailed Review

Kanaries is a tool that's all about making your life easier when it comes to data. It's like having a personal assistant that's always ready to dive into your datasets and pull out the most relevant insights. The tool's main strength lies in its ability to automate the process of data wrangling, exploration, and visualization. This means you can spend less time wrestling with your data and more time making sense of it.

One of the standout features of Kanaries is RATH, an AI assistant that helps with exploratory data analysis. It's designed to learn your intentions and generate relevant recommendations, which can be a real time-saver. Another feature, Data Painter, is great for identifying complex visual patterns that might be missed by traditional statistical methods. It can also analyze potential causals and clues behind these patterns, which can be invaluable for making data-driven decisions.

Kanaries also offers a range of other products, including Graphic Walker, PyGWalker, and GWalkR. These tools are designed to complement RATH and provide additional functionality for data analysis and visualization. For instance, Graphic Walker is a lightweight, easy-to-use data visualization tool that you can easily integrate into your existing workflow.

While Kanaries is a powerful tool, it's not without its drawbacks. The learning curve can be a bit steep, especially for those who are new to data analysis. Additionally, while the tool does a good job of automating many aspects of data analysis, it's not a substitute for a solid understanding of the underlying principles of data science.

Kanaries offers a 5-day free trial, which is a nice touch as it lets you try out its features before you commit to a paid plan. The pricing is a straightforward subscription model at $10 per month. Overall, Kanaries is an innovative tool that's certainly worth a look for data analysts.