Data Extractor & Text Cleaner

Extract Specific Data
Cleaning & Formatting Options

How to Use the Data Extractor and Text Cleaner

Our data extraction and text cleaning tool is essential for professionals working with large volumes of text who need to extract specific information or organize data efficiently. With advanced algorithms, you can mine emails, numbers, URLs and much more from any text, plus clean and format raw data instantly.

🎯 Main Uses

πŸ“§ Marketing & Sales

  • Extract email lists from texts
  • Create qualified contact databases
  • Clean imported CRM data
  • Organize leads from forms

πŸ“Š Data Analysis

  • Extract numbers from long reports
  • Clean spreadsheets with raw data
  • Organize metrics and KPIs
  • Prepare data for analysis

πŸ”— Link Management

  • Extract URLs from documents
  • Compile reference lists
  • Check for broken links
  • Organize digital resources

πŸ“± Social Media

  • Extract hashtags from campaigns
  • Analyze trends and tags
  • Clean copied content
  • Organize posts for analysis

πŸ“ Editing & Formatting

  • Remove unnecessary blank lines
  • Fix double spacing
  • Clean web-copied texts
  • Prepare content for publication

🏒 Corporate Work

  • Process financial reports
  • Extract data from contracts
  • Organize customer information
  • Clean legacy system data

πŸ’‘ Professional Tips

🎯 Efficient Extraction

For best email extraction results, ensure the text doesn't contain line breaks in the middle of addresses. Our tool automatically recognizes standard formats like name@domain.com.

πŸ”’ Precise Numbers

Number extraction works best when values are separated by spaces or line breaks. Numbers with special formatting (currency, percentages) are extracted keeping only the digits.

🌐 Complete URLs

For efficient URL extraction, ensure they start with http://, https://, or www. The tool automatically recognizes complete links and valid domains.

πŸ“‹ Text Cleaning

Use "Remove Blank Lines" for PDF-copied texts. "Remove Line Breaks" is ideal for transforming broken paragraphs into continuous text.

⚑ Batch Processing

Our tool processes large volumes of text instantly. For very large files, divide content into blocks of up to 10,000 characters for better performance.

πŸš€ Workflow Automation

Combine different functions in sequence: first extract emails, then use cleaning functions to remove duplicates and organize results into usable lists.

❓ Frequently Asked Questions

Can the tool extract emails from any text format?

Yes! Our tool recognizes email addresses in various formats and contexts, including continuous text, lists, tables, and even poorly formatted texts. It automatically identifies patterns like name@domain.com regardless of surrounding content.

How does number extraction work? Does it recognize decimals and formatting?

Number extraction captures both integers and decimals. It recognizes different separators (comma and period) and automatically removes currency, percentage, and other symbol formatting, leaving only pure digits.

What's the difference between "Remove Blank Lines" and "Remove Line Breaks"?

"Remove Blank Lines" eliminates only completely empty lines, maintaining paragraph structure. "Remove Line Breaks" joins all text into one continuous line, ideal for incorrectly broken texts.

Does the tool have a text size limit?

There's no strict limit, but for better performance we recommend texts up to 50,000 characters at a time. For larger volumes, divide content into smaller blocks and process separately.

Can I use the tool to clean data before importing into spreadsheets?

Absolutely! The tool is perfect for preparing data before import. Use cleaning functions to remove double spaces, blank lines, and organize information in a structured way for Excel, Google Sheets, or other programs.

✨ Practical Examples

πŸ“§ Email Extraction

Input text:
"Our sales team includes: John Smith (john.smith@company.com), marketing coordinator Maria Santos maria.santos@gmail.com, and for specialized technical support please contact support@store.com.br or call (11) 99999-9999 for personalized assistance."

Result:
john.smith@company.com
maria.santos@gmail.com
support@store.com.br

Efficiency:
Our advanced recognition technology automatically identifies valid email addresses even when mixed with complex text, full names, phone numbers and other data, extracting only addresses in correct format for immediate use in marketing campaigns or contact databases.

πŸ”’ Number Extraction

Input text:
"Third quarter financial report: Total gross revenue of $2,847,365.75 representing 23.4% growth compared to previous quarter, operational costs controlled at $1,456,892.30, resulting in net profit margin of 31.8% over total revenue. Planned investments: $125,500.00 for expansion."

Result:
2,847,365.75
23.4
1,456,892.30
31.8
125,500.00

Efficiency:
Intelligent algorithm automatically extracts all numerical values from complex reports, removing currency symbols, special formatting and explanatory text, converting to standardized format ideal for spreadsheet import, statistical analysis or financial management systems.

🌐 URL Extraction

Input text:
"To learn about our products visit our main website https://www.company.com/products, also check our educational blog at www.company-blog.com/articles and don't forget to access our online store https://store.company.com for exclusive offers and limited promotions."

Result:
https://www.company.com/products
www.company-blog.com/articles
https://store.company.com

Efficiency:
Pattern recognition system identifies and extracts complete URLs and valid domains automatically, supporting different protocols (http, https, www) and formats, organizing links in structured way for integrity verification, digital resource cataloging or bibliographic reference analysis.

#️⃣ Hashtag Extraction

Input text:
"Corporate event was an absolute success! Incredible networking #marketing #digital #innovation #networking #2024 #success #entrepreneurship #technology. Next meeting is already being planned with great news and renowned speakers #corporateevent #future."

Result:
#marketing #digital
#innovation #networking
#2024 #success
#entrepreneurship #technology
#corporateevent #future

Efficiency:
Specialized tool captures all hashtags preserving the original # symbol, ideal for social media trend analysis, digital campaign monitoring, engagement report creation and thematic content organization for digital marketing and branding strategies.

🧹 Text Cleaning

Input text:
"First line of important document\n\n\n\n\nSecond line with relevant content\n\n\n\nThird line with crucial information\n\n\n\n\n\nFourth line finalizing the document\n\n\n" (text with multiple unnecessary blank lines)

Result:
First line of important document
Second line with relevant content
Third line with crucial information
Fourth line finalizing the document

Efficiency:
Automated process removes completely empty lines while maintaining original paragraph structure, perfect for cleaning poorly formatted PDF-copied texts, scanned documents or content extracted from legacy systems, preparing material for publication or professional analysis.

πŸ“ Space Normalization

Input text:
"Document with irregular spacing between words caused by incorrect formatting or problems in digitization of original text needing immediate correction."

Result:
Document with irregular spacing between words caused by incorrect formatting or problems in digitization of original text needing immediate correction.

Efficiency:
Normalization algorithm automatically corrects irregular and multiple spacing, transforming poorly formatted text into professionally presentable content, essential for preparing corporate documents, marketing materials and content intended for publication on digital or print platforms.