Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
Browse data & analytics skills
Showing 5,329–5,352 of 13,093 skills
Generate or improve a company-specific data analysis skill by extracting
Automated data quality reports with comprehensive variable analysis,
Automated EDA comparison reports with target analysis, feature comparison,
High-performance DataFrame library for fast data processing with lazy
Publication-quality tables in Python with rich styling, formatting, conditional
Data processing, visualization, exploratory data analysis, and dashboard
Build production-grade interactive dashboards with Plotly Dash - enterprise
Automatic exploratory data analysis and visualization with a single line
Define, track, and analyze product metrics with frameworks for goal setting
Conversational data analysis using natural language queries on pandas DataFrames. Use when you want to ask plain-English questions about data, generate charts, explain transformations, or build exploratory analysis interfaces — all powered by an LLM backend. Supports OpenAI, Anthropic, Google Gemini, Azure OpenAI, and local models. Handles single DataFrames (SmartDataframe) and multi-table joins (SmartDatalake).
Sub-skill of web-artifacts-builder: 1. Interactive Dashboard (+1).
Sub-skill of usage-tracker: 5. Trend Analysis (+1).
Sub-skill of json-config-loader: 3. JSON Report Generation.
Sub-skill of git-sync-manager: 1. Always Check Before Operating (+4).
Sub-skill of repo-structure: NEVER: tests/ inside src/ (+7).
Sub-skill of clean-code: Top P1 Candidates (2026-02-25 audit).
'Sub-skill of instrument-data-allotrope: Tier 1: Native allotropy parsing
Sub-skill of instrument-data-allotrope: Output Format Selection.
'Sub-skill of instrument-data-allotrope: Example 1: Vi-CELL BLU file
Sub-skill of instrument-data-allotrope: Code Export for Data Engineers.
Sub-skill of ops-uv-package-manager: 1. Version Pinning (+4).
Sub-skill of ops-uv-package-manager: 1. Project Initialization (+3).
Sub-skill of ops-pyproject-toml: 1. Version Constraints (+3).
Cross-application GIS skill — CRS reference, data formats, Blender/QGIS integration via digitalmodel.gis