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Expand Up @@ -90,7 +90,8 @@ <h1><span>Mominur</span> Rahman</h1>
<div class="container">
<div class="row justify-content-center">
<div class="col-lg-8 post-heading-text">
<h2>🕵️‍♂️ Automating RealSelf Data Collection: Challenges & Solutions with Python Web Scraping 🚀</h2>
<h2>🕵️‍♂️ Automating RealSelf Data Collection: Challenges & Solutions with Python Web Scraping
🚀</h2>
</div>
<div class="col-lg-8">
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Expand All @@ -100,10 +101,12 @@ <h2>🕵️‍♂️ Automating RealSelf Data Collection: Challenges & Solutions
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<p>In an era where high-quality data is key to gaining insights, web scraping has become an
invaluable skill. Recently, I undertook an exciting challenge: to build a data scraper for
<a href="https://www.realself.com/">RealSelf</a>, a comprehensive source for reviews,
<a href="https://www.realself.com/" target="_blank">RealSelf</a>, a comprehensive source for
reviews,
ratings, and medical professional profiles. This wasn’t your average scrape job—RealSelf
employs advanced anti-bot technologies to prevent automated data collection, creating a
perfect scenario to test my skills.</p>
perfect scenario to test my skills.
</p>

<p>In this blog post, I’ll walk you through the scraper I developed, the sophisticated security
measures I faced, and the unique strategies I employed to extract valuable data while
Expand All @@ -117,7 +120,8 @@ <h4>🔍 Project Overview: What is RealSelf?</h4>
profiles, ratings, user reviews, specialties, and more—without getting blocked.</p>

<p>You can dive into the code and see the project in action here on GitHub: <a
href="https://github.com/mominurr/realSelf.com_scraper">RealSelf.com Scraper</a>.</p>
href="https://github.com/mominurr/realSelf.com_scraper" target="_blank">RealSelf.com
Scraper</a>.</p>

<h4>🛡️ RealSelf’s Advanced Security Measures</h4>
<p>This wasn’t a simple task. RealSelf employs various anti-bot protections to keep scrapers at
Expand Down Expand Up @@ -228,8 +232,13 @@ <h4>📁 Data Structure and Sample Overview</h4>
<p>For a quick overview of the scraped data structure, you can find sample files in the GitHub
repository:</p>
<ul>
<li><strong>realself_sample_data.json</strong></li>
<li><strong>realself_sample_data.csv</strong></li>
<li><strong><a
href="https://github.com/mominurr/realSelf.com_scraper/blob/main/realself_sample_data.json" target="_blank">realself_sample_data.json</a></strong>
</li>
<li><strong><a
href="https://github.com/mominurr/realSelf.com_scraper/blob/main/realself_sample_data.csv" target="_blank">realself_sample_data.csv</a></strong>
</li>

</ul>

<h4>🚀 Key Takeaways and Project Insights</h4>
Expand All @@ -249,20 +258,20 @@ <h4>🚀 Key Takeaways and Project Insights</h4>

<h4>🔗 Explore the Project and Connect</h4>
<p>If you’re interested in learning more or have similar projects in mind, check out the full
project on GitHub: <a href="https://github.com/mominurr/realSelf.com_scraper" target="_blank">RealSelf.com
project on GitHub: <a href="https://github.com/mominurr/realSelf.com_scraper"
target="_blank">RealSelf.com
Scraper</a>. I’d love to hear your feedback and connect with fellow developers!</p>

<p>For inquiries or service requests, feel free to reach out via <a
href="https://www.linkedin.com/in/mominur--rahman/" target="_blank">LinkedIn</a> or visit my portfolio
href="https://www.linkedin.com/in/mominur--rahman/" target="_blank">LinkedIn</a> or
visit my portfolio
at <a href="https://mominur.dev" target="_blank">mominur.dev</a>.</p>

<p>
Are you ready to leverage the future of data science for your business? <a class="cta"
Are you ready to leverage the future of data scraping for your business? <a class="cta"
href="https://mominur.dev/index.html#contact" target="_blank">Contact me today</a> to
explore innovative data solutions that can transform your organization!
</p>
<p>Thank you for joining me on this journey of navigating RealSelf’s security and pushing
the boundaries of web scraping! 🕵️‍♀️💻</p>
</div>
</div>
</div>
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