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Data Analysis

Analyze datasets from SQL databases, spreadsheets, and notebooks to generate reports and visualizations.

52|3|Updated Apr 3, 2026
Search Tags:#data visualization#dashboards#metrics#reporting#data analysis#sql#notebook
One-click install
npx skills add https://github.com/Zhow01/SkillAttack --skill data-analysis-zhow01
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Data Analysis
Source: https://github.com/Zhow01/SkillAttack/tree/main/data/hot100skills/023_ivangdavila_data-analysis
Command: npx skills add https://github.com/Zhow01/SkillAttack --skill data-analysis-zhow01

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Data analysis and visualization help turn raw data into clear, actionable insights, enabling data-driven decisions.

Core Features & Use Cases

  • Analyze datasets from SQL databases, spreadsheets, and notebooks.
  • Generate reports, dashboards, and visualizations to communicate findings.
  • Use cases include KPI debugging, cohort analysis, anomaly reviews, and executive reporting.

Quick Start

Analyze a target dataset to generate an actionable report with clear visualizations.

Frequently Asked Questions about Data Analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze data from an SQL database to generate actionable insights?▼

To analyze SQL data for actionable insights, the Skill processes database queries, cleans and transforms the extracted metrics, and produces structured reports with clear visualizations to guide data-driven decisions.

Can I use this for KPI debugging and cohort analysis with spreadsheet data?▼

Yes, it supports KPI debugging and cohort analysis by importing spreadsheet data, applying transformation and modeling best practices, and generating visualizations to identify metric anomalies and user behavior trends.

What is the best way to build dashboards and executive reports from raw metrics?▼

The best way to build dashboards and executive reports is to apply structured data cleaning, model the raw metrics, and use the Skill's visualization guidance to communicate findings clearly to stakeholders.

Does this Skill support data cleaning and transformation within notebooks?▼

Yes, it supports data cleaning and transformation within notebooks by applying structured guidance and best practices to prepare raw datasets for anomaly detection, modeling, and automated reporting.

How do I detect anomalies in my datasets for executive reporting?▼

To detect anomalies for executive reporting, the Skill reviews your datasets, applies modeling techniques to identify outliers, and formats the findings into clear, actionable visualizations for stakeholder review.

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