Web Scraping with Python

We’ve developed in-house web scraping tools to collect various data, including competitors' prices and product details, for analysis and functionality development. Our dynamic data scraping model enables competitive analysis, aiding customers in making informed business decisions. We also use proprietary price-crawling software to feed data into our pricing engines.

Category : Data Science Data Scraping

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

Technology Stack

Features

Product data extraction
Can be used for brand monitoring
Sentiment analysis of products
Product reviews analysis
Analysis of pricing trends

Challenges - Solutions - Results

Our Challenges / Solutions

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: