Tablesaw User Guide

Contents

• Introduction
• Importing Data
• Transforming Data
  • Working with Columns
  • Working with Tables
    • Sorting
    • Filtering (Queries)
    • Mapping
    • Summarizing (a.k.a. “Aggregation”, or “Reducing”)
  • Working with Rows
• Plotting and Visualization
  • Introduction
  • Simple plotting API: Bars, Pareto Charts & Pies
  • Simple plotting API: Histograms and Box plots
  • Simple plotting API: 2D and 3D Scatter plots and Bubble charts
  • Simple plotting API: Time Series, Line Charts and Area charts
  • Writing Custom Visualizations
• Data Science
  • Introduction
  • Linear Regression with Smile and Tablesaw: Moneyball Tutorial
  • Creating cross-tabs
  • K-Means clustering with Smile and Tablesaw: NYC Uber Tutorial
  • Hierarchical clustering (with Smile) (Not yet available)
  • Classification using Logistic Regression (with Smile) (Not yet available)
  • Classification using Random Forests with Smile and Tablesaw: Heart Tutorial
• Using Tablesaw in Jupyter () (Not yet available)