This tool removes words from your text that appear less than a specified number of times (X).
Examples:
Example 1: Remove Words Appearing Less Than 2 Times
With the threshold set to 2, words that occur only once are removed. (Analysis Scope: Whole Text)
apple banana apple cherry date orange grape banana
apple banana
Example 2: Remove Words Appearing Less Than 3 Times (Case-Insensitive & Punctuation-Ignoring)
With a threshold of 3, and additional options enabled, words like "Hello," and "hello" (ignoring punctuation and case) are counted together.
Hello, hello! world; World. HELLO? Test, test; exam.
Hello, world; World. HELLO?
Example 3: Remove Words Appearing Less Than Custom Threshold (4) (Analyze Each Line Separately)
With a custom threshold of 4 and analysis performed per line, only words that appear at least four times in that line are kept.
one two three one two three one two three four five six seven eight nine ten
one two three seven eight nine ten
📌 Detailed Description of the Tool: “Remove Infrequent Words from Text”
This tool is designed to remove words that appear less than a specified number of times in a given text. You can set a threshold (e.g., remove words appearing less than 2, 3, or 5 times) or define a custom threshold to refine text by filtering out rare or unimportant words.
🧐 Key Features & How It Works
1⃣ Input Section
- Users can enter or paste their text into the input text area.
- Several convenient buttons enhance usability:
- Paste from Clipboard – Instantly pastes copied text.
- Import from .txt – Uploads a
.txtfile for text processing. - Clear Input – Clears the content in the input area.
- See Examples – Loads example text for testing.
2⃣ Options Section – Custom Threshold Modes
Users can choose the threshold for removing words with the following options:
🔹 Option 1: Remove Words Appearing Less Than 2 Times
- What it does: Deletes words that appear only once.
- Ideal for removing rare words while keeping the most used ones.
🔹 Option 2: Remove Words Appearing Less Than 3 Times
- What it does: Removes words that occur less than three times.
- Great for refining text by eliminating less frequent terms.
🔹 Option 3: Remove Words Appearing Less Than 5 Times
- What it does: Deletes words occurring fewer than five times.
- Useful for ensuring that only frequently used words remain.
🔹 Option 4: Remove Words Appearing Less Than X Times (Custom)
- What it does: Allows users to define a custom threshold.
- Perfect for tailoring text filtering based on specific needs.
3⃣ Additional Processing Options
- Case-Insensitive Count: Ignores case when counting word occurrences.
- Punctuation-Ignoring Count: Treats words as identical even if punctuation is different.
- Analysis Per Line vs. Whole Text: Users can choose to process each line separately or analyze the entire text.
4⃣ Process Button
- Clicking the “Process Text” button applies the selected word removal mode to the input text.
- The cleaned-up text appears in the output section.
5⃣ Output Section
- Displays the cleaned text after processing.
- Includes useful buttons:
- Copy Output – Copies the cleaned text to the clipboard.
- Download Output – Saves the cleaned text as a
.txtfile. - Clear Output – Removes text from the output area.
- Append to Input – Moves the cleaned text back into the input field for further processing.
6⃣ Example Demonstrations
- Each example includes:
- ✅ A Before & After comparison to illustrate the transformation.
- ✅ A “Try This Example” button to instantly load and process the example.
🚀 Why Use This Tool?
- ✅ Eliminates rare words for more concise and focused text.
- ✅ Enhances readability by keeping frequently used words.
- ✅ Provides flexible customization to match different text-processing needs.
- ✅ Quick and efficient with real-time processing.
This tool is completely free and runs entirely in your browser without requiring installation or external APIs. 🚀