Table of Contents¶

• Installation
• Quick-Start Guide
  • Loading Data into a DataFrame
  • Manipulating Data in a DataFrame
  • Sorting a DataFrame
  • Writing Data from a DataFrame
  • Pivoting Data
  • Multidimensional Pivoting
  • Pivot Aggregate Functions
    • Example using the ‘tolist’ aggregator
  • Manipulating PyvtTbl objects
    • Mathematical Operations
    • PyvtTbl. transpose()
    • PyvtTbl. flatten()
  • Iterating over PyvtTbl objects
    • PyvtTbl. __iter__()
    • PyvtTbl. flat
    • PyvtTbl. ndenumerate()
  • Converting a PyvtTbl to a DataFrame
• DataFrame Overview
  • Description
  • Public Methods
  • pyvttbl.plotting Wrappers
  • pyvttbl.stats Wrappers
  • Private Methods
• PyvtTbl Overview
  • Description
  • Public Methods
  • Private Methods
• Descriptives
  • Using class directly
  • Using DataFrame wrapper
• Marginals
  • Example
• Histogram
  • Example using DataFrame wrapper
  • Example using Histogram directly
• Correlation
  • Example using DataFrame object
• Anova
  • Running an ANOVA
    • Example Within-Subjects ANOVA
    • Example Between-Subjects ANOVA
    • Example Mixed-Subjects ANOVA
  • Specifying a Data Transformation
  • Printing a Summary
  • Writing Summary to File
  • Working with Anova Objects (Advanced)
• Anova1way
  • Using the Anova1way object directly
  • Using the Newman-Keuls Test
  • Running Single Factor ANOVA with DataFrame
• ChiSquare1way
  • A simple example
  • Running analysis from a DataFrame
  • Direct access to results
• ChiSquare2way
  • A 2 x 2 example
  • A 2 x 3 example
• Ttest
  • Example 1 sample t-test
  • Example paired t-test
  • Example Independent sample t-test assuming unequal variances
  • Example Independent sample t-test assuming equal variances
• box_plot
  • Example
  • Example with a single factor
  • Example with two factors
• histogram_plot
  • Example
  • Example with where query
  • Cumulative histogram
• interaction_plot
  • 2 way interaction plot
  • Example with a single factor
  • Example with error bars
  • Error bars for repeated-measures experiments
  • Example with separate horizontal subplots
  • Example with separate horizontal and vertical subplots
• scatter_plot
  • Example
  • Example with power trend fit
• scatter_matrix
  • Example
  • Example with diagonal=’hist’
  • Example with diagonal=’kde’ and alternate_labels=False
• pyvttbl.plotting API
  • Description
  • Static Plotting Methods
• pyvttbl.stats API
  • Description
  • Statistics Classes

Indices and tables¶

• Index

• Search Page