Common Words

Overview

You can use this Snap to identify the most common words in the input dataset and compute the frequency with which they occur. It also offers you the ability to specify the number of most common words you want to include in the output. The input of this Snap must be an array of tokens, which can be generated by the Tokenizer Snap.

Important: The output of this Snap must be connected to the second input view of the Bag of Words Snap.

Common Words Snap

  • This is a Transform-type Snap.
  • Does not support Ultra Tasks

Prerequisites

None.

Limitations and known issues

None.

Snap views

Type Description Examples of upstream and downstream Snaps
Input This Snap has at the most one input output view and it requires a document containing the array of tokens.
Output This Snap has at the most one document output view and it requires a document containing the most common words in the input dataset, including their frequency details.
Learn more about Error handling.

Snap settings

Legend:
  • Expression icon (): Allows using JavaScript syntax to access SnapLogic Expressions to set field values dynamically (if enabled). If disabled, you can provide a static value. Learn more.
  • SnapGPT (): Generates SnapLogic Expressions based on natural language using SnapGPT. Learn more.
  • Suggestion icon (): Populates a list of values dynamically based on your Snap configuration. You can select only one attribute at a time using the icon. Type into the field if it supports a comma-separated list of values.
  • Upload : Uploads files. Learn more.
Learn more about the icons in the Snap settings dialog.
Field/Field set Type Description
Label String

Required. Specify a unique name for the Snap. Modify this to be more appropriate, especially if more than one of the same Snaps is in the pipeline.

Default value: Common Words

Example: Create customer support chatbots
Token Array String/Suggestion

Required. Specify the array of tokens. Alternatively, you can click the Suggestions icon () to view a list of values and select a value.

Default value: N/A

Example: $text
Top words limit Integer/Expression

Required. Specify the maximum number of most common words to be included in the output.

Default value: 100

Example: 200
Snap execution Dropdown list
Choose one of the three modes in which the Snap executes. Available options are:
  • Validate & Execute: Performs limited execution of the Snap and generates a data preview during pipeline validation. Subsequently, performs full execution of the Snap (unlimited records) during pipeline runtime.
  • Execute only: Performs full execution of the Snap during pipeline execution without generating preview data.
  • Disabled: Disables the Snap and all Snaps that are downstream from it.

Default value: Validate & Execute

Example: Execute only

Examples