Data Extraction from Amazon Laptop Listings

₹1250-2500 INR / hour

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Posted 1 minute ago

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Ends in 6 days

₹1250-2500 INR / hour

**Amazon Laptop Web Scraping & Data Extraction** Developed a Python-based web scraping project to collect laptop product information from Amazon search results and convert unstructured HTML data into a structured dataset. **Key work performed:** • Automated Amazon search-page navigation using Selenium WebDriver • Scraped laptop listings across multiple search-result pages • Collected and saved **438 product HTML containers** for further processing • Parsed HTML content using BeautifulSoup • Extracted product information including **model name, price, rating, and available offers** • Implemented handling for missing values using `"N/A"` • Combined scraped records into a Pandas DataFrame • Exported the final structured dataset to CSV for further analysis • Organized the scraping workflow into separate data collection and data-processing stages **Technologies:** Python, Selenium, BeautifulSoup, Pandas, HTML, CSV This project demonstrates practical experience in automated web data collection, HTML parsing, data structuring, and preparing scraped information for downstream data analysis.

Project ID: 40684439

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3 freelancers are bidding on average ₹1,987 INR/hour for this job

@Sv3nie

Hi, Parsing and the CSV export are easy; Amazon's layout shifts and bot checks break these runs. I'd keep raw HTML saved so re-parsing never needs a new crawl. Python scraping sits next to my main full-stack work - what fields matter most to you? Lets get in contact first.

₹2,500 INR in 7 days

5.0

(71 reviews)

6.1

@muneeb6767

I have hands-on experience with Python, Selenium, BeautifulSoup, and Pandas, including Amazon laptop scraping across multiple result pages, extracting model names, prices, ratings, offers, handling missing data, and exporting structured CSV datasets. I can apply the same reliable workflow to build clean, scalable product-scraping pipelines for your project.

₹1,575 INR in 40 days

4.9

(48 reviews)

5.6

@Jennycreation

With over 17 years of experience in the software development industry and an expert team at my disposal, I'm confident in our ability to tackle your project involving data extraction from Amazon laptop listings. Taking the specifics of your project into account, our extensive expertise in Python and web scraping can undeniably come in handy. As shown by my past work, your satisfaction will be my utmost priority, and I'll ensure you receive a high-quality output. Not only have we handled projects involving web scraping similar to yours in the past, but we've also excelled at them. In particular, we've developed a detailed understanding of how to navigate through Amazon search pages using Selenium WebDriver while effectively and efficiently extracting the required data from the unstructured HTML content. A key aspect that distinguishes us is our commitment to delivering clean, usable data through comprehensive parsing using BeautifulSoup while ensuring missing values are appropriately handled for downstream analysis. Moreover, we have significant experience working with Pandas for structuring extracted data and exporting it to desired formats like CSV. To top it all off, we orchestrate our workflow intelligently-ranging from automated data collection to data-processing-in order to maximize efficiency.

₹1,885 INR in 40 days