Bag-of-Words Tool

Convert text documents into numerical Bag-of-Words representations for text analysis, machine learning, and natural language processing.

What is Bag-of-Words?

Bag-of-Words (BoW) is a text representation technique that converts text into numerical vectors by counting word occurrences. It creates a vocabulary from all words in your documents and represents each document as a vector of word counts.

Input Documents

Machine learning is amazing. Natural language processing helps computers understand human language. Deep learning models require large datasets. Text analysis with bag-of-words is very useful for NLP.

Simple Example

Multiple Documents

Technical Text

BoW Statistics

0

Documents

0

Vocabulary Size

0

Total Words

0%

Unique Ratio

About Your Bag-of-Words Model

Enter text documents and click "Generate Bag-of-Words" to see statistics and visualization.

Processing Options

Text Preprocessing

Convert to lowercase

Remove punctuation

Remove common stopwords

Apply word stemming

Vectorization Type

Binary (0/1 presence)

Word Count (frequency)

TF-IDF (weighted)

Display Options

Sort vocabulary alphabetically

Show BoW matrix

Show vocabulary

Bag-of-Words Matrix

Document-Word Matrix

Your Bag-of-Words matrix will appear here after generation.

0 occurrences

1 occurrence

2 occurrences

3+ occurrences

Vocabulary

Vocabulary will appear here after generation.

How to Add This Tool to Your Blogger Site

Step 1: Copy All Code

Select all the code on this page (click and drag or press Ctrl+A then Ctrl+C).

Step 2: Create New Post

In your Blogger dashboard, create a new post or edit an existing one.

Step 3: Switch to HTML Mode

Click the "HTML" button in the post editor to switch from Compose to HTML mode.

Step 4: Paste & Publish

Paste the copied code (Ctrl+V) into the HTML editor, then publish or update your post.

What Can You Do With This Tool?

This Bag-of-Words tool helps you convert text into numerical format for machine learning, text classification, document similarity analysis, and other NLP tasks. It's perfect for students, researchers, and anyone learning about text analysis.

Bag-of-Words Tool | Designed for Blogger | No Coding Knowledge Required

Text Analysis & Natural Language Processing Tool