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X Steps to Scrape Shopee Product Details | Shopee Scraper API

Emily Chen
Emily Chen

Advanced Data Extraction Specialist

29-Nov-2024

Key Takeaways:

  • Scraping Shopee data, including product details, reviews, search results, and livestreams, can be complicated due to anti-scraping defenses and the site's ever-changing structure.
  • The Scrapeless Scraper API simplifies this process, allowing you to easily extract data such as product names, prices, sales data, reviews, and livestream details, bypassing common scraping obstacles.
  • This guide provides a step-by-step guide to scraping a variety of Shopee data, whether you're looking for product information, market analysis, or livestream data.
  • Data scraping should always be done in a compliant and ethical manner. Be sure to comply with Shopee's Terms of Service and local regulations to ensure your scraping activities meet legal standards.

Dealing with Shopee data extraction can be tedious, especially when trying to collect product details, reviews, and live streaming information manually. But don't worry; this guide is here to help. By following this simple step-by-step tutorial, you can easily scrape the data you need from Shopee.

Regardless of your experience level, Scrapeless provides a clear, practical solution to help you scrape Shopee's valuable data without the need for complex operations or advanced technical knowledge.

What are the Challenges of Crawling Shopee Data?

Scraping Shopee data without the help of specialized tools can be a daunting task due to various complexities, including the following:

  • Anti-scraping measures: Shopee uses IP blocking, CAPTCHA, and rate limiting to prevent scraping.
  • Dynamic content: Product data is often loaded dynamically using JavaScript, which makes it more difficult to scrape using traditional methods.
  • Frequent structural changes: Changes in the website HTML layout or class names may break the scraping script.

While these challenges may be daunting, using the Shopee Scraper API can simplify the process, reduce complexity, and ensure compliance with best practices.
The following sections explain why the Shopee Scraper API can simplify the public data scraping process. Read on!

How Does Shopee Scraper API Work?

Shopee Scraper API works by automating the extraction of structured product data from Shopee’s platform. Here’s how the Shopee Scraper API works:

  1. API Integration: Developers integrate the API into their systems using provided endpoints. Requests are made to fetch specific data types, such as product details, reviews, or pricing.
  2. Data Parsing: The API sends requests to Shopee's platform, mimicking user behavior. It retrieves HTML or JSON responses, which are then parsed into readable and structured formats.
  3. Output Delivery: Extracted data is formatted (e.g., in JSON or CSV) and delivered to the user’s application for further analysis or integration.
  4. Anti-Scraping Measures: Many scraper APIs, like Scrapeless, employ techniques to bypass challenges like CAPTCHAs, IP blocking, or dynamic content loading using proxies, user-agent rotation, and headless browsers.

By handling these complexities, Shopee Scraper APIs simplify the process of obtaining accurate and timely product information.

Detailed Solutions to Scrape Shopee Product Details | Shopee Scraper API

Scrapeless is a powerful and user-friendly web scraping tool that simplifies the process of collecting data from various websites (Shopee, Google Trends, etc.). It does not require complex coding and technical expertise, and users can easily collect product information, reviews, prices, etc. with just a few clicks. Scrapeless is an ideal choice for anyone looking for an effective way to automatically extract data from dynamic websites.
Scrapeless Scraper

Key Features:

  • No-Code Solution: Scrapeless simplifies the web scraping process, allowing users to extract data without any coding skills.
  • Anti-scraping Mechanism Bypass: Scrapeless includes built-in tools to circumvent common anti-scraping mechanisms such as CAPTCHA, IP blocking, and rate limiting.
  • Scalable and Flexible: Whether you are scraping small datasets or working on large projects, Scrapeless is able to scale to meet your needs.
  • API Integration: Scrapeless provides an easy-to-use API that integrates seamlessly with other popular tools and services such as Google Trends Scraper API, E-Commerce Scraper API, and SERP API.
  • Rich Feature Set: In addition to the core scraping functionality, Scrapeless also provides a variety of tools including Scraping Browser, Scraping API, Web Unblocker, CAPTCHA Solver, and Proxy for smoother and more efficient scraping.

Below is the detailed process of scraping data using Scrapeless Shopee Scraper API:

Step 1. Log in to Scrapeless.
Log in to Scrapeless

Step 2. Click on Scraping API, then select Shopee to enter the Shopee scraping page.

Step 3. Drop down the Action list to select the data type to scrape, and you can customize the proxy region.

Select the corresponding crawling requirements

Step 4. Click Start Scraping to start scraping, and the scraping results will be displayed on the right.Scrapeless only charges for successful requests.

If you need to integrate the Scrapeless Shopee Scraper API into your project, please refer to the following request code:

1. Product Detail Data

Copy
import json
API_KEY = ""
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
 
payload = json.dumps({"actor": "scraper.shopee","input": {"action": "shopee.product","url": "https://Shopee/2312312.10228173.24803858474"
   }
})
headers = {'Content-Type': 'application/json','x-api-token': f'{API_KEY}'
}
 
response = requests.request("POST", url, headers=headers, data=payload)
 
print(response.text)

2. Product Search Data

Copy
import json
API_KEY = ""
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
 
payload = json.dumps({"actor": "scraper.shopee","input": {"action": "shopee.search","url": "https://shopee.co.th/api/v4/search/search_items?by=sales&keyword=baby%20pants&limit=30&newest=0&order=desc&page_type=search"
   }
})
headers = {'Content-Type': 'application/json','x-api-token': f'{API_KEY}'
}
 
response = requests.request("POST", url, headers=headers, data=payload)
 
print(response.text)

3. Live Data

import json Copy
API_KEY = ""
session_id = ""
host = "api.scrapeless.com"
url = f"https://{host}/api/v1/scraper/request"
 
payload = json.dumps({"actor": "scraper.shopee","input": {"action": "shopee.live","url": f"https://live.shopee.co.th/api/v1/session/{session_id}/more_items?offset=0&limit=10"
   }
})
headers = {'Content-Type': 'application/json','x-api-token': f'{API_KEY}'
}
 
response = requests.request("POST", url, headers=headers, data=payload)
 
print(response.text)

While it is also possible to search and collect Shopee data through manual methods, they are time-consuming and error-prone, especially for dynamic data such as price or inventory.

For businesses or users with large data needs, the Scrapeless Scraper API provides a more efficient and reliable solution that automates the data extraction process, minimizes errors, and ensures that you can focus on analyzing data rather than collecting.

Click on free login to use Scrapeless Shopee Scraping API immediately and collect complete data in just a few clicks.

How to analyze the extracted Shopee data?

1. Data cleaning

First, make sure that the scraped Shopee data has no duplicates, missing values, or abnormal data. For example, you can handle invalid price data or inconsistently formatted product information. Data cleaning can be easily achieved by using the Pandas library in Python or similar tools.

2. Statistical analysis

After data cleaning, perform basic statistical analysis, such as calculating the mean of product prices, the median of sales, or the standard deviation of product ratings. These analyses help identify popular products in the market or possible price ranges.

3. Competitive analysis

By analyzing product prices, sales, and reviews of different sellers, you can compare the competitiveness of similar products. For example, which products have lower prices or higher ratings may help consumers make decisions and thus influence market trends.

Through these steps, you can not only gain a deeper understanding of the value of Shopee data, but also provide strong support for your own market decisions, especially when using the Shopee Scraper API to scrape a large amount of product data. Data analysis will help you extract important market insights from it.

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Conclusion

In summary, this guide outlines the key steps when scraping Shopee product details and provides reliable methods to overcome common challenges in scraping. With this information, you can extract Shopee data more efficiently for market analysis, inventory management, or other business needs.

Please share this guide with friends or teams who need to scrape Shopee data. To simplify the entire process and improve efficiency, it is recommended to try Scrapeless Scraper API. If you need other customized solutions, you can contact online customer service through the Scrapeless website.

FAQ about Shopee Scraper API

1. Is it legal to scrape Shopee data?

It is legal to scrape Shopee public data from the Internet. But please do it responsibly and abide by the terms of service and code of ethics.

2. Why scrape Shopee data?

Using the Shopee Scraper API, users can extract a variety of data, including product details (e.g., title, price, description), reviews, seller ratings, inventory status, and even real-time sales performance indicators. This comprehensive dataset supports e-commerce analysis and business optimization.

3. What Are the Technical Requirements for Using Shopee Scraper APIs?

To use Shopee Scraper APIs, basic programming knowledge (e.g., Python, JavaScript, PHP) and an API key are typically required. However, Scrapeless simplifies this by offering a no-code solution, eliminating the need for complex setups or technical configurations.

Related recommendations:
Best Shopee Data Scraper - Extract Shopee Products, Search Data
Shopee Scraper API: How to Scrape Product Data from Shopee

At Scrapeless, we only access publicly available data while strictly complying with applicable laws, regulations, and website privacy policies. The content in this blog is for demonstration purposes only and does not involve any illegal or infringing activities. We make no guarantees and disclaim all liability for the use of information from this blog or third-party links. Before engaging in any scraping activities, consult your legal advisor and review the target website's terms of service or obtain the necessary permissions.

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