Dataframe-go

Go-based dataframes for machine learning and statistics.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Dataframe-go?

Dataframe-go provides a Go implementation of pandas-like dataframes for efficient data manipulation, ideal for developers working on machine-learning projects in the Go ecosystem.

Key differentiator

Dataframe-go stands out by offering a robust dataframe implementation in the Go language, providing efficient data manipulation capabilities similar to pandas but tailored specifically for the Go ecosystem.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Efficient data manipulation similar to pandas in Python.medium

Support for machine learning and statistical operations.medium

Integration with Go ecosystem for seamless development.medium

↓ Weaknesses

Steep learning curve for non-Pandas usershigh

The API design closely mirrors pandas in Python, which can be confusing for developers unfamiliar with pandas.

Limited third-party library support and integrationsmedium

Compared to the extensive ecosystem of Python's pandas, Dataframe-go has fewer complementary libraries and tools available.

Performance may degrade with very large datasetshigh

Go's memory management can lead to performance bottlenecks when handling extremely large dataframes compared to optimized C-based pandas.

Fit analysis

Who is it for?

✓ Best for

Developers working on machine learning projects in the Go ecosystem who need efficient data manipulation capabilities similar to pandas.

Data scientists looking for a Go-based solution for statistical analysis and data preprocessing.

✕ Not a fit for

Projects requiring extensive integration with Python libraries, as Dataframe-go is designed for Go developers.

Teams preferring cloud-hosted solutions over self-hosting.

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 Dataframe-go

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

View Setup Guide →