excel-statistical-viz-large-file
OfficialVisualize and analyze large Excel datasets effortlessly.
AuthorOpenSenseNova
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables users to perform multi-dimensional statistical analysis and create high-resolution visualizations of extensive Excel data, reducing manual effort and improving insights.
Core Features & Use Cases
- Data Cleaning & Normalization: Efficiently preprocess large datasets by handling merged cells and cleaning numeric fields.
- Statistical Analysis: Calculate category proportions, means, standard deviations, and cross-tabulations for comprehensive data understanding.
- Visualization: Generate scatter plots with trend lines, annotate key points, and save high-resolution images for reporting. Example: visualizing correlations in sales and marketing data.
Quick Start
Use this Skill to clean your dataset, perform statistical calculations, and generate a scatter plot with trend line for your large Excel file.
Dependency Matrix
Required Modules
pandasmatplotlibscipynumpy
Components
scripts
💻 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: excel-statistical-viz-large-file Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#excel-statistical-viz-large-file Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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