data analysis

Use this skill for analyzing data, identifying patterns, and creating structured reports.

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Install skill "data analysis" with this command: npx skills add dataelement/clawith/dataelement-clawith-data-analysis

Data Analysis

Overview

Use this skill for analyzing data, identifying patterns, and creating structured reports.

Keywords: data analysis, statistics, trends, visualization, reporting

Process

  1. Data Understanding

  • Identify data types, ranges, and distributions

  • Check for missing values and anomalies

  • Understand the business context

  1. Analysis Methods

  • Descriptive statistics (mean, median, distribution)

  • Trend analysis (time-series patterns)

  • Comparative analysis (benchmarking, A/B)

  • Correlation and relationship discovery

  1. Reporting

  • Lead with key insights and actionable findings

  • Use tables and structured formats for clarity

  • Include methodology notes for reproducibility

Output Format

  • Executive summary with top 3 findings

  • Detailed analysis with supporting data

  • Recommendations based on findings

Source Transparency

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