Scrapy
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What is Scrapy?
Scrapy is a Python framework for large-scale web scraping. It provides all the tools you need to efficiently extract data from websites, process it as you want, and store it in your preferred structure and format. It's commonly used for data mining, monitoring, and automated testing.
What other technologies are related to Scrapy?
Scrapy Competitor Technologies
Beautiful Soup
Beautiful Soup is a Python library for pulling data out of HTML and XML files. While Scrapy can use Beautiful Soup for parsing, Scrapy has its own built-in CSS and XPath selectors, making them alternatives for web scraping.
Selenium
Selenium is a browser automation tool. It can be used for web scraping, especially when dealing with JavaScript-heavy websites, providing dynamic content rendering that Scrapy might struggle with directly. Selenium is often used in place of Scrapy or alongside it for handling complex scraping scenarios.
Puppeteer
Puppeteer is a Node library which provides a high-level API to control Chrome or Chromium programmatically. It's often used to scrape dynamic single-page applications or render Javascript heavy content which Scrapy is not designed for.
Playwright
Playwright is a framework for automating web browsers. It can be used for web scraping, especially when dealing with JavaScript-heavy websites, providing dynamic content rendering that Scrapy might struggle with directly. Playwright is often used in place of Scrapy or alongside it for handling complex scraping scenarios.
Number of organizations that mention technology
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Scrapy Complementary Technologies
requests
Requests is a Python library for making HTTP requests. While Scrapy has its own request/response handling, `requests` can be used for tasks outside the core scraping process, such as interacting with APIs or handling complex authentication schemes.
Pandas
Pandas is a Python library for data analysis and manipulation. Scrapy is often used to extract data, which is then loaded into Pandas DataFrames for cleaning, transforming, and analyzing.
XPath
XPath is a query language for selecting nodes from an XML document. Scrapy uses XPath expressions to select specific elements from HTML pages during scraping.
Number of organizations that mention technology
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Which job functions commonly mention Scrapy?
Data Engineer
0.1% of all Data Engineer jobs mention Scrapy
View 297
jobs on Sumble
Data Scientist
0.1% of all Data Scientist jobs mention Scrapy
View 203
jobs on Sumble
Data, Analytics & Machine Learning
463 Data, Analytics & Machine Learning jobs mention Scrapy
View 463
jobs on Sumble
Software Engineer
1103 Software Engineer jobs mention Scrapy
View 1.1k
jobs on Sumble
Engineer
1390 Engineer jobs mention Scrapy
View 1.4k
jobs on Sumble
Which organizations are mentioning Scrapy?
D. E. Shaw India Private Limited
Finance and Insurance
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