Webscraping with Python
We have built a number of in-house Web Scraping tools to scrape various data attributes including competitors’ prices and other product data to help in the analysis and developing required functionalities. Our data scraping model provides a dynamic, competitive analysis that has helped customers in taking collective business decisions. We use in-house price crawling software to scrape competitor’s prices and other product data to feed to our powerful pricing engines.
Our in-house crawling tool has been built using the ‘Web Crawling Framework’ using Python Scrapy. ‘Scrapy’ was used to extract the data across various websites with the help of selectors based on XPath. The in-house crawling tool can be customized completely as per the client’s requirement using ‘Python Script’.
We have set up crawlers such as extracting pricing data from E-commerce sites from a specified or all categories depending on the requirement. The crawled pricing data is cleaned up to remove unwanted attributes that find their way into the crawled data. Finally, we deliver clean data in the client’s preferred format.
We have extracted customized data using various Web scraping and data scraping techniques involving:
– Web scraping methods
– Scrappy
– Beautiful Soup
– Data normalization and distribution methods
– API Design Methods
We have prepared Wireframes and Front end design using Adobe XD, Photoshop in coming up with the initial design and mockup and followed by further design revisions
- Design graphic user interface elements, like menus and tabs
- Illustrate design ideas using storyboards, process flows
- Built page elements such custom graphics and illustrations
- Developed UI mockups and prototypes that clearly illustrate how sites function and look like
- Layout adjustments based on user feedback
Our Development Team came up with the technical architecture followed by data flow design, process flow design, flow charts, and technical documentation
We used PHP Tech Stack with Application Programming Interfaces (APIs) which let “Plug in” to other Useful Features. Through our highly skilled and certified developers, we developed custom solutions and technical services on a wide range of requirements and thereby exceeding the client’s expectations. This has all been achieved through our efficient coding best practices, development processes, implementation guidelines, technical maturity & end to end delivery.
We performed a comprehensive test strategy since technology stack undergo constant changes due to upgrades in web and mobile technologies. Our testing included exhaustive functional and non-functional testing, manual and automation testing besides performance and security testing. Our automated Application Testing and Performance Analysis ensured testing the applications on multiple devices and form factors and make the testing process quick, efficient, reliable, repeatable and reusable.
Our comprehensive application testing coverage included the following:
- Functional testing including UI testing for native, hybrid and web applications
- Cross Browser Testing across various browser platforms
- Cross platform testing: iOS, Android, Windows, BlackBerry and HTML5
- Non-functional testing: Performance, stability, security and compliance
- Usability and compatibility testing