Alternatives

Dataframe alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Dataframe

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

100
Quality
93
Trust
1.0K
Stars
#1

Pandas

Similarity 136Trust 98Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#2

Data Science For Beginners

Similarity 136Trust 95Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#3

Imbalanced Learn

Similarity 134Trust 97Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#4

Danfojs

Similarity 133Trust 95Excellent 100

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

5.1K starsApr 15, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add javascriptdata/danfojs
#5

Hamilton

Similarity 132Trust 96Excellent 100

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

2.5K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add apache/hamilton
#6

DataFrame

Similarity 131Trust 93Excellent 100

C++ DataFrame for statistical, financial, and ML analysis in modern C++

3.0K starsJun 13, 2026 pushdata-analysisC++Data Analysis
$ npx skills add hosseinmoein/DataFrame
#7

Tablesaw

Similarity 131Trust 89Excellent 97

Java dataframe and visualization library

3.8K starsMar 2, 2026 pushdata-analysisJavaData Analysis
$ npx skills add jtablesaw/tablesaw
#8

ArcticDB

Similarity 131Trust 90Excellent 100

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

2.4K starsJun 14, 2026 pushdata-analysisC++Data Analysis
$ npx skills add man-group/ArcticDB
#9

Skrub

Similarity 130Trust 93Excellent 100

Machine learning with dataframes

1.6K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add skrub-data/skrub
#10

Streamlit

Similarity 128Trust 95Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#11

Reflex

Similarity 128Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#12

Akshare

Similarity 128Trust 98Excellent 100

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare
#13

Scikit Learn

Similarity 127Trust 92Excellent 100

scikit-learn: machine learning in Python

66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#14

Best Of Ml Python

Similarity 127Trust 95Excellent 100

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python
#15

Knowledge Repo

Similarity 127Trust 86Strong 78

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

5.5K starsSep 4, 2024 pushdata-analysisPythonData Analysis
$ npx skills add airbnb/knowledge-repo
#16

OpenRefine

Similarity 127Trust 98Excellent 100

OpenRefine is a free, open source power tool for working with messy data and improving it

12K starsJun 12, 2026 pushdata-analysisJavaData Analysis
$ npx skills add OpenRefine/OpenRefine

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Dataframe if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.