Tablecloth

A dataframe grammar inspired by R libraries for tech.ml.dataset.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Tablecloth?

Tablecloth is a dataframe grammar that wraps around tech.ml.dataset and draws inspiration from several R libraries, providing a powerful toolset for data manipulation and analysis in Clojure.

Key differentiator

Tablecloth stands out by offering a dataframe grammar inspired by R libraries within the Clojure ecosystem, providing a unique blend of functional programming and powerful data manipulation capabilities.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Inspired by R libraries, providing a familiar interface for data manipulation.medium

Wraps around tech.ml.dataset to offer advanced dataframe operations.medium

Designed with Clojure's functional programming paradigm in mind.medium

↓ Weaknesses

Limited language supporthigh

Tablecloth is primarily designed for Clojure, limiting its usability for developers proficient in other languages.

Small community and limited documentationmedium

The open-source project has a relatively small contributor base and lacks comprehensive documentation, making it harder to find support or examples online.

Performance overhead due to Clojure's JVM naturehigh

Data manipulation tasks may be slower compared to similar tools in languages that compile directly to machine code or use a more optimized runtime environment.

Complex setup for new usersmedium

Setting up the development environment and integrating Tablecloth with existing Clojure projects can be challenging for beginners due to its dependency on tech.ml.dataset and other libraries.

Fit analysis

Who is it for?

✓ Best for

Clojure developers working with large datasets who need a powerful dataframe manipulation tool inspired by R libraries.

Data analysts looking to leverage the functional programming capabilities of Clojure in their data analysis workflows.

✕ Not a fit for

Developers primarily using languages other than Clojure, as Tablecloth is tightly integrated with Clojure's ecosystem.

Teams requiring real-time streaming data processing, as Tablecloth focuses on batch operations.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Tablecloth

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →