line-chart-visualization
OfficialCreate multi-dimensional visualizations from structured data.
AuthorOpenSenseNova
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the extraction, cleaning, and visualization of structured data for insightful analysis and trend prediction.
Core Features & Use Cases
- Data Loading & Preprocessing: Supports large Excel files, dynamic header detection, and data transformation for analysis.
- Data Cleaning & Feature Engineering: Implements regex extraction, missing value handling, and custom categorization.
- Clustering & Cross-Tabulation: Performs standardization, KMeans clustering, and detailed statistical cross-tab analysis.
- Visual Block: Generates trend lines, distribution histograms, pie charts, and clustering scatter plots to reveal insights.
- Use Case: Ideal for analyzing sales trends, customer segmentation, and financial data distribution to inform strategic decisions.
Quick Start
Use the skill to load your structured dataset, perform clustering, and visualize the trends and distributions immediately.
Dependency Matrix
Required Modules
pandasnumpymatplotlibseabornscikit-learn
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: line-chart-visualization Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#line-chart-visualization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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