What are the best alternatives to pandas-pro?
The highest-scoring alternative to pandas-pro is data-scientist from tronghieu/agent-skills, at 86/100 (grade B) on the Suede Skill Check; pandas-pro scores 84/100. The table compares 6 data analysis skills in data, analytics and databases from other publishers, each with a full SuedeAI.directory page.
pandas-pro and 6 alternatives
Alternatives share pandas-pro's category and task, come from other publishers and each have a full directory page. Ranked by Suede Skill Check score.
| Skill | Publisher | Suede Skill Check | License | What it does |
|---|---|---|---|---|
| pandas-pro Compared skill | jeffallan jeffallan/claude-skills | 84/100 · B | MIT | Performs pandas DataFrame operations for data analysis, such as cleaning, joins, pivots, groupby aggregation, time series resampling, and handling missing values. |
| data-scientist | tronghieu tronghieu/agent-skills | 86/100 · B | MIT | Turns business questions into data analysis, validated models, and decision-ready reports, including dataset profiling, A/B test checks, and predictive modeling. |
| mssql | sanjay3290 sanjay3290/ai-skills | 83/100 · B | Apache-2.0 | Executes read-only SQL queries against multiple Microsoft SQL Server databases, supporting schema exploration, SELECT queries for data analysis, and checking database contents. |
| mysql | sanjay3290 sanjay3290/ai-skills | 83/100 · B | Apache-2.0 | Executes read-only SQL queries against multiple MySQL databases, supporting schema exploration, SELECT queries for data analysis, and checking database contents. |
| postgres | sanjay3290 sanjay3290/ai-skills | 80/100 · B | Apache-2.0 | Executes read-only SQL queries against multiple PostgreSQL databases, supporting schema exploration, SELECT queries for data analysis, and checking database contents. |
| dashboard-creator | mhattingpete mhattingpete/claude-skills-marketplace | 75/100 · C | Apache-2.0 | Creates HTML dashboards with KPI metric cards, bar, pie, and line charts, progress indicators, and other data visualizations. |
| query | honeydew-ai honeydew-ai/honeydew-ai-coding-agents-plugins | 71/100 · C | Apache-2.0 | Queries and analyzes data through the Honeydew semantic layer, including natural language analysis questions, deep multi-step investigations, and structured queries. |
Questions and answers
What is the highest-scoring alternative to pandas-pro?
data-scientist from tronghieu/agent-skills, at 86/100, grade B. It earns full points for structural checks, recent maintenance and instruction depth. Turns business questions into data analysis, validated models, and decision-ready reports, including dataset profiling, A/B test checks, and predictive modeling.
How does pandas-pro compare with its alternatives?
pandas-pro scores 84/100, grade B. Of the 6 alternatives, one scores higher and 5 score lower; their scores run from 71 to 86. All of them sit in data, analytics and databases and match the data analysis keyword map.
Are the alternatives to pandas-pro free?
All 6 alternatives to pandas-pro are published in public GitHub repositories and cost nothing to download. Every one uses an open-source or open-content license, led by Apache-2.0 (5) and MIT (1), so you can use and adapt the files at no cost under those terms.
Do the alternatives to pandas-pro work in Claude Code, Codex and Cursor?
Yes. Each of the 6 alternatives to pandas-pro is a SKILL.md folder in the Agent Skills format, which Claude Code, Codex and Cursor all read. The skills CLI (npx skills add) installs every one of them into Claude Code, Codex, Cursor and other agents, and each full skill page adds a project-level copy into .claude/skills for Claude Code and .agents/skills for Codex.