Data & Analytics

condition: Código não disponível para análise

Analyze — Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series

You need publication-quality statistical graphics directly from tabular datasets.

Creating any type of plot or chart (line, scatter, bar, histogram, heatmap, contour, etc.)

Implement — Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.

Implement — Show experiment dashboard with results, active loops, and progress.

Implement — Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations.

Analyze — Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert

condition: Recurso ou ferramenta necessária indisponível

Review — QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing

Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart,

Use — Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating

Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies

**v00.33.0**: Ingested from antigravity-awesome-skills community repo

Use — 分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议

Use — Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits

Use — Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for

Use — Integracao completa com Instagram via Graph API. Publicacao, analytics, comentarios, DMs, hashtags, agendamento,

Use — Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data

Use —

When you need specialized assistance with this domain

**v00.33.0**: Ingested from antigravity-awesome-skills community repo