Hello,
As an expert in data scraping and lead generation, I specialize in gathering accurate and comprehensive contact information tailored to specific industries. For your project, I will leverage Python and its libraries to automate the data collection process and ensure high-quality results that meet your requirements.
To begin, I will identify reliable sources for roofing, restoration, paving, and landscaping businesses. Using Python libraries like BeautifulSoup and Scrapy, I will extract first names, last names, work and personal email addresses, and cell phone numbers. For structured data sources, I will integrate APIs or scrape websites efficiently. To ensure accuracy, I will use Pandas to clean and validate the data, cross-referencing multiple sources where necessary.
The final dataset will be reviewed for duplicates and formatting issues before being delivered in a well-organized Excel or CSV file.
'Hire Me' to receive more than 500 verified leads at the agreed lead rate.
Best Regards,
Aneesa