numpy-statistics
CommunityAnalyze data with NumPy stats.
Authorcuba6112
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides essential statistical functions for data analysis, enabling users to quickly summarize datasets, understand distributions, and identify relationships between variables, even when dealing with missing data.
Core Features & Use Cases
- Central Tendency: Calculate mean and standard deviation, robustly handling NaN values.
- Data Distribution: Generate histograms to visualize data frequency.
- Variable Relationships: Compute correlation coefficients to understand how variables relate.
- Use Case: Analyze experimental results by calculating the mean and standard deviation of measurements, ignoring any missing data points.
Quick Start
Calculate the mean and standard deviation of the array [1, 2, np.nan, 4, 5] using the numpy-statistics skill.
Dependency Matrix
Required Modules
numpy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: numpy-statistics Download link: https://github.com/cuba6112/skillfactory/archive/main.zip#numpy-statistics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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