Can I export visualizations to static image formats?

Yes, while HTML is the default for interactivity, the skill supports exporting to PNG, PDF, and SVG formats by specifying the file extension in the output flag.

Does this skill support time-series data?

Absolutely. You can use the line chart functionality to plot trends over time for single or multiple variables directly from your CSV.

Is it possible to customize the dashboard layout?

Yes, you can provide a JSON configuration file to specify exactly which plots you want to include, their types, and how they should be grouped in the final dashboard.

What happens if I don't know the column names in my CSV?

You can run the data profiling script first. it will provide a comprehensive overview of your dataset, including all column names, their data types, and sample values.

CSV Data Visualizer & Profiler

Name: CSV Data Visualizer & Profiler
Author: nguyendinhquocx

bynguyendinhquocx

0•

데이터 과학 및 ML

Analyzes and transforms CSV datasets into interactive Plotly visualizations and comprehensive statistical reports.

This skill provides a robust suite of tools for exploratory data analysis, allowing users to generate interactive charts, automated data quality profiles, and multi-plot dashboards directly from CSV files. By leveraging Plotly, it creates high-quality histograms, scatter plots, and heatmaps, while the profiling engine identifies missing data, statistical distributions, and potential data quality issues. It is an essential tool for developers and data scientists performing initial data discovery, statistical reporting, or creating presentation-ready visualizations without writing boilerplate plotting code.

주요 기능

01Automated data profiling with statistical summaries and data quality checks

02Interactive Plotly-based visualizations including histograms, scatter plots, and box plots

03Support for multiple output formats including interactive HTML, PNG, PDF, and SVG

040 GitHub stars

05Multi-plot dashboard generation via automatic detection or JSON configuration

06Advanced relationship analysis features like correlation heatmaps and time-series plotting

사용 사례

01Creating interactive dashboards for business metrics or research findings

02Performing rapid exploratory data analysis (EDA) on unfamiliar datasets

03Generating automated data quality reports to identify missing values and outliers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nguyendinhquocx/code-ai csv

For use in Claude.ai and ChatGPT

Download Skill