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GeezerVison is showing reference.wolfram.com — Tabular Objects—Wolfram Documentation

Tabular Objects

Topic Overview

Tabular data is data structured like a two-dimensional table, with each column of data representing a variable and being of the same type, such as numbers or dates, and each row representing a measurement of all the column variables. Tabular is the key object created and transformed in structured data science.  This guide contains the core object and basic operations, such as creation and extraction of information.

Tabular Object

Tabular — column-oriented tabular data

ToTabular — converting to Tabular with detailed control

FromTabular  ▪  TabularQ  ▪  TabularColumn  ▪  TabularColumnQ  ▪  TabularRow  ▪  TabularRowQ

Summary & Structural Information

TabularStructure — summarize the structure of a Tabular object

ColumnKeys  ▪  ColumnTypes  ▪  TabularSchema

TabularSummary — summarize the content of a Tabular object

Rows & Columns by Index

Part  ▪  Take  ▪  Drop  ▪  TakeDrop

Columns by Key

Key, ExtendedKey — wrappers used to address columns

ColumnKeyExistsQ  ▪  KeyDrop  ▪  KeyTake

Rows by Key

RowKey — select rows by names if there are key columns

Rows by Value

Select — selecting rows by value

Discard — discarding rows by value

DeleteDuplicates, DeleteDuplicatesBy — remove duplicate rows

Rows by Order

TakeLargestBy — selecting rows by order

TakeSmallestBy  ▪  MaximalBy  ▪  MinimalBy

Tabular Data Cleaning »

TransformMissing  ▪  TransformAnomalies  ▪  PivotToColumns  ▪  ...

Tabular Transformation »

TransformColumns  ▪  ConstructColumns  ▪  AggregateRows  ▪  ...

Related Guides

    ▪
  • Tabular Processing
  • ▪
  • Tabular Data Sources
  • ▪
  • Tabular Cleaning
  • ▪
  • Tabular Modeling
  • ▪
  • Tabular Communication
  • ▪
  • Tabular Formats
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