Data Skills

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

data

DataProprietary. LICENSE.txt has complete terms

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Csv Processing

by Anthropic

Use this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.

data

Data

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Xlsx

by Anthropic

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and pivot tables. When Claude needs to work with spreadsheets (.xlsx files) for: (1) Creating new spreadsheets with data and formatting, (2) Reading or analyzing Excel data with pandas, (3) Creating pivot tables programmatically with openpyxl, (4) Building multi-sheet workbooks with source data and pivot table sheets, or (5) Any Excel file operations

data

Data

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Pca Decomposition

by Anthropic

Reduce dimensionality of multivariate data using PCA with varimax rotation. Use when you have many correlated variables and need to identify underlying factors or reduce collinearity.

data

DataMIT

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Trend Analysis

by Anthropic

Detect long-term trends in time series data using parametric and non-parametric methods. Use when determining if a variable shows statistically significant increase or decrease over time.

data

DataMIT

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Snapshot Aggregation

by Anthropic

Daily compression of time-series data with merge logic for multiple pipeline runs, structured aggregation for dashboards, and storage estimation for capacity planning.

data

DataMIT

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Maps

by Anthropic

Build map visualizations with TopoJSONMap and DottedMap. Use for geographical data, choropleth maps, and location-based visualizations.

data

Data

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Query Optimize

by Anthropic

Guidance for SQL query optimization tasks. This skill should be used when optimizing slow SQL queries, improving database performance, or rewriting queries to be more efficient. Covers query plan analysis, benchmarking strategies, and database-specific optimization techniques.

data

Data

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Statistics Math

by Anthropic

Statistics, probability, linear algebra, and mathematical foundations for data science

data

Data

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Pandas Data Analysis

by Anthropic

Master data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib

data

Data

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Sql Query Optimizer

by Anthropic

Analyzes and optimizes SQL queries using EXPLAIN plans, index recommendations, query rewrites, and performance benchmarking. Use for "query optimization", "slow queries", "database performance", or "EXPLAIN analysis".

data

Data

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Optimizing Queries

by Anthropic

Analyzes and optimizes SQL/NoSQL queries for performance. Use when reviewing query performance, optimizing slow queries, analyzing EXPLAIN output, suggesting indexes, identifying N+1 problems, recommending query rewrites, or improving database access patterns. Supports PostgreSQL, MySQL, SQLite, MongoDB, Redis, DynamoDB, and Elasticsearch.

data

Data

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Python Analytics

by Anthropic

Python data analysis with pandas, numpy, and analytics libraries

data

Data

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Data Profiler

by Anthropic

Profile datasets to understand schema, quality, and characteristics. Use when analyzing data files (CSV, JSON, Parquet), discovering dataset properties, assessing data quality, or when user mentions data profiling, schema detection, data analysis, or quality metrics. Provides basic and intermediate profiling including distributions, uniqueness, and pattern detection.

data

Data

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Data Wrangler

by Anthropic

data

Data

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Programming

by Anthropic

Python and R programming for data analysis, automation, and reproducible analytics

automationdata

Data

🎯

Xlsx

by Anthropic

data

DataProprietary. LICENSE.txt has complete terms

🎯

Detecting Data Anomalies

by Anthropic

data

DataMIT

🎯

Splitting Datasets

by Anthropic

data

DataMIT

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Database Query Profiler

by Anthropic

data

DataMIT

🎯

Forecasting Time Series Data

by Anthropic

data

DataMIT

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Database Schema Visualizer

by Anthropic

data

DataMIT

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Aggregating Performance Metrics

by Anthropic

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data from multiple sources. Trigger with phrases like "aggregate metrics", "centralize monitoring", or "collect performance data".

data

DataMIT

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Creating Data Visualizations

by Anthropic

data

DataMIT

🎯

Xlsx

by Anthropic

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for creating new spreadsheets, reading/analyzing data, modifying existing spreadsheets, or recalculating formulas.

data

DataApache-2.0

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Bsl Query Expert

by Anthropic

Query BSL semantic models with group_by, aggregate, filter, and visualizations. Use for data analysis from existing semantic tables.

data

Data

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Sql Research

by Anthropic

Guide for researching SQL syntax and behavior for database backends. Use when you need to research how a SQL function, command, or feature works in a specific database before implementing it in dbplyr.

data

Data

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Creating Data Visualizations

by Anthropic

data

Data

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Forecasting Time Series Data

by Anthropic

data

Data

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Detecting Data Anomalies

by Anthropic

data

Data

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Finance Manager

by Anthropic

Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommendations. Use when users need to analyze spending patterns, track budgets, visualize financial data, extract transactions from PDFs, calculate savings rates, identify spending trends, generate financial reports, or receive personalized budget recommendations. Triggers include requests like "analyze my finances", "track my spendin

data

Data

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Data Analyst

by Anthropic

This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. Use this skill for tasks involving data quality assessment, automated missing value detection and filling, statistical analysis, and generating Plotly Dash dashboards for exploratory data analysis.

data

Data

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Business Analytics Reporter

by Anthropic

This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user requests a business performance report, asks to analyze sales data, wants to identify areas of weakness, or needs recommendations on business improvement strategies.

data

Data

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Data Viz Plots

by Anthropic

Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).

data

Data

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Forecasting Time Series Data

by Anthropic

data

Data

🎯

Creating Data Visualizations

by Anthropic

data

Data

PreviousPage 2 of 17Next

Data Skills

All Categories

Plain Optimize

Moai Formats Data

Power Flow Data

Power Flow Data

Xlsx

Csv Processing

Xlsx

Pca Decomposition

Trend Analysis

Snapshot Aggregation

Maps

Query Optimize

Statistics Math

Pandas Data Analysis

Sql Query Optimizer

Optimizing Queries

Python Analytics

Data Profiler

Data Wrangler

Programming

Xlsx

Detecting Data Anomalies

Splitting Datasets

Database Query Profiler

Forecasting Time Series Data

Database Schema Visualizer

Aggregating Performance Metrics

Creating Data Visualizations

Xlsx

Bsl Query Expert

Sql Research

Creating Data Visualizations

Forecasting Time Series Data

Detecting Data Anomalies

Finance Manager

Data Analyst

Business Analytics Reporter

Data Viz Plots

Forecasting Time Series Data

Creating Data Visualizations

Data Skills

All Categories

Plain Optimize

Moai Formats Data

Power Flow Data

Power Flow Data

Xlsx

Csv Processing

Xlsx

Pca Decomposition

Trend Analysis

Snapshot Aggregation

Maps

Query Optimize

Statistics Math

Pandas Data Analysis

Sql Query Optimizer

Optimizing Queries

Python Analytics

Data Profiler

Data Wrangler

Programming

Xlsx

Detecting Data Anomalies

Splitting Datasets

Database Query Profiler

Forecasting Time Series Data

Database Schema Visualizer

Aggregating Performance Metrics

Creating Data Visualizations

Xlsx

Bsl Query Expert

Sql Research

Creating Data Visualizations

Forecasting Time Series Data

Detecting Data Anomalies

Finance Manager

Data Analyst