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I need a repeatable script that goes through every entry on [login to view URL], downloads the full specification set attached to each model (the site often exposes them as PDFs) and compiles the data into a single, tidy Excel workbook. The goal is to capture absolutely every spec available—engine details, dimensions, weights, safety equipment, trim-level differences, and any other fields the site provides. Please scrape all generations and facelifts, not just the latest models. Where a PDF or page holds multiple trims, split them out so every unique variant sits on its own row. I have no fixed preference on how the workbook is structured beyond keeping it logically navigable, so feel free to propose sheet or column layouts that make analysis easy; consistency across all entries is key. Deliverables • A Python (or similar) script with clear instructions so I can rerun it when the database updates • The completed Excel file containing the full data pull, ready for pivoting or filtering • Brief notes on any edge cases you handled (e.g., missing fields, non-standard PDF tables) Acceptance criteria - Every vehicle listed on the site appears in the Excel output - All specification fields present on the source are captured without truncation - Workbook opens without errors in the latest desktop Excel version - Script is commented and runs from a single command If questions arise about ambiguous spec labels or workbook structure, please highlight them early so we can agree on a convention before the final scrape.
Project ID: 39729644
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I need a repeatable script that goes through every entry on [login to view URL], downloads the full specification set attached to each model (the site often exposes them as PDFs) and compiles the data into a single, tidy Excel workbook. The goal is to capture absolutely every spec available—engine details, dimensions, weights, safety equipment, trim-level differences, and any other fields the site provides. i can scrape this website
$40 USD in 3 days
4.1
4.1
23 freelancers are bidding on average $54 USD for this job

Being ranked in the Top 0.03% of Freelancers, I have consistently proven myself to be a reliable and efficient problem-solver, capable of delivering high-quality solutions in a timely manner—and that's exactly what you would expect from me with this project. My in-depth knowledge and experience with data analysis, extraction, processing, and web scraping gives me confidence that I am more than able to handle this task. With my background in cloud technology, I have developed proficiency in utilizing cutting-edge tools such as Python, PHP, and Excel for maximum performance and scalability. I have extensive experience with data scraping tasks similar to yours, and can assure you accurate extraction of all available specifications regardless of generation or facelifts. I understand that consistency is key for your project which is why I am committed to delivering a logically navigable and robust Excel workbook containing every scraped entry from the website. Additionally, I will provide clear instructions on running the script for future updates as well as notes on any unique issues encountered and successfully handled. Endowed with an analytic mindset and detail-oriented approach, I know how to unambiguously structure data in a way that makes analysis easy—providing exponential value to your project.
$40 USD in 3 days
6.0
6.0

Hi there, I specialize in web scraping, data extraction, and automation solutions. With over 8 years of proven experience creating reliable scrapers and structured datasets, I can develop a comprehensive car specs scraper that collects accurate and detailed vehicle information efficiently. I only take on a limited number of projects at a time, so if we start now, I can dedicate my full focus to delivering high-quality results. I will design and implement a scraper that collects car specifications, features, pricing, and model details from multiple sources, ensuring clean, structured, and up-to-date data. The work will prioritize accuracy, speed, and reliability, while following best practices to ensure data integrity and easy integration into your database or reporting system. I can also include automated updates, data validation, and export options (CSV/Excel/JSON) to give you maximum flexibility and usability. Once complete, you will receive a fully functional, tested, and documented scraper with clean, ready-to-use datasets. My goal is not just to scrape data, but to deliver a solution that saves you time, ensures accurate information, and gives you confidence in leveraging car specs for analysis, apps, or business decisions. Best regards, Sohail
$39 USD in 1 day
6.5
6.5

Hi client, I’ve carefully reviewed your job description and have strong experience in these Data Extraction, Data Processing, Excel, Python, Data Management, PHP, Data Analysis and Web Scraping. I can build a reliable web scraping solution tailored specifically to your needs. Whether using Node.js with Puppeteer/Cheerio or Python with Selenium/BeautifulSoup, I will extract, clean, and organize your data efficiently. I also handle anti-bot protections, pagination, and full automation as required. As you can see from my profile, my web scraping reviews are excellent, reflecting my commitment to quality work. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your target website and preferred data format. Thanks, Denis
$120 USD in 3 days
5.2
5.2

Hello, I am excited about the opportunity to develop a comprehensive car specs scraper that meets your requirements. I understand the importance of capturing every detail from the site, ensuring that all generations and facelifts are included. The meticulous approach to extracting engine details, dimensions, weights, and safety specifications will be central to the script I will provide. For the Excel workbook, I propose a tabular structure that categorizes the data logically, making analysis intuitive and seamless. Each unique variant will be on a separate row, adhering to your emphasis on consistency. My script will come with detailed instructions for reruns, ensuring future updates to the database are straightforward. I will handle any edge cases, like missing fields or non-standard PDF tables, and will make sure to highlight any ambiguities in specifications early on for clarity and agreement. Thanks, Monicah
$90 USD in 2 days
5.0
5.0

Dear Client, I’m an expert in Python, Selenium, Data Scraping, Excel, VBA and Automation. I can deliver a reliable solution to automate your web form tasks and Excel workflow efficiently. Ready to start and ensure success. Best regards, Muhammad Awais Ali Khan
$40 USD in 1 day
4.0
4.0

Hello, As a seasoned Full Stack Web Developer, my skill set aligns perfectly with your project's requirements. I have extensive experience in both front-end and back-end development, which makes me adept at handling complex web scraping tasks such as yours. My proficiency in Python, PHP (Laravel), and strong command over APIs and databases like Node.js fulfills the necessary skills for scraping all generations of car models with ease. Moreover, my specialization in E-commerce websites gives me an edge in creating logical structures like you require for the data compilation. Not only will I deliver a robust Python script and a comprehensive Excel workbook that captures all the specifications from every entry, but I will also ensure they are free from errors, ready for analysis, and in complete consistency. Throughout my 5+ years’ experience, I have learned the key to successful projects is open and regular communication. I assure you that you will not only receive the desired deliverables but also be updated about the progress at every stage of this project. Let's join hands to curate a customized solution dedicated to capturing each specification thoroughly to fuel your analytical needs for years to come! Thanks!
$39 USD in 5 days
2.6
2.6

Hi, I get the vision, and I know how to deliver something intuitive. I understand the importance of capturing every specification detail from all generations and facelifts on the site. I would create a Python script to scrape the data, download PDFs, and compile it into a logically structured Excel workbook for easy analysis. Consistency will be maintained, and any edge cases like missing fields will be noted. While I’m new to Freelancer, I’ve delivered solid results for clients in the same space. Let’s connect. I’d love to move forward with your project. Regards, Ernst
$39 USD in 30 days
2.8
2.8

I’m confident I’m a great match for your project because I know the value of a website that is clean, professional, and easy to use. My approach is to design an experience that feels smooth and intuitive for your clients—fully integrated, automated, and built to function efficiently while maintaining a polished, modern look. Your need for a smooth design that works flawlessly aligns perfectly with my approach to building high-performing digital solutions. I specialize in web development, UI/UX design, and custom integrations that ensure your platform not only looks great but also works effortlessly behind the scenes. While I am new to Freelancer.com, I have tons of experience and have successfully completed numerous projects off-site — delivering on time, on budget, and beyond expectations. I would love to chat more about your project! Regards, Faeez Jacobs
$39 USD in 30 days
0.0
0.0

I was excited to come across your project, it’s exactly the kind of challenge I love taking on. I specialize in crafting clean, modern, and high-performing digital solutions that work seamlessly. I will create a Python script to scrape and compile full specifications from every entry on the provided website into a single, logically navigable Excel workbook. I will capture every detail, handle edge cases, and ensure consistency. The deliverables will include the script, Excel file, and notes on any handled exceptions. Let's connect to bring this vision to life efficiently. Best regards, Thomas
$39 USD in 30 days
0.0
0.0

My skills and experience align perfectly with what you're looking for. I understand the need to scrape comprehensive vehicle specs, including multiple trims, ensuring a clean, professional Excel workbook with seamless data integration. I specialize in web scraping, data extraction, and Excel automation. While I am new to freelancer, I have tons of experience and have done other projects off-site. I’d be happy to discuss your project in more detail! Regards, Marinus Botha
$39 USD in 30 days
0.0
0.0

I am a perfect fit for your project. With extensive experience in web scraping, data extraction, and Excel automation, I can deliver the high-quality solution you need. My expertise in Python scripting will ensure a robust and repeatable script for extracting data from every entry on the website, organizing it logically in Excel for easy analysis. I guarantee that all specifications will be captured accurately, including handling edge cases like missing fields or non-standard PDF tables. The final deliverables will meet all acceptance criteria and exceed your expectations. Let's discuss further to ensure a seamless execution of the project. Looking forward to working together! Regards, Graham Valentyn
$39 USD in 30 days
0.0
0.0

Hello, I have hands-on experience in web scraping and data processing, having worked on similar projects where I extracted and structured large datasets into easily navigable formats like Excel. I understand the need to scrape specifications from every vehicle listed on the Car News China database, handling PDFs, multiple trims, and complex data extraction across generations and facelifts. Here are my core skills relevant to your project: ✅ Web Scraping & Python – automating data extraction from websites and PDFs ✅ Data Processing & Excel – structuring and cleaning data for easy analysis ✅ Data Extraction & Management – ensuring no data is missed, even from edge cases ✅ Automation & Script Development – creating reusable scripts with clear instructions My approach will be: develop a Python script to go through every model, download the relevant PDFs or pages, extract the specs (including trims), and structure them in a clean, consistent Excel file. I’ll ensure the workbook is navigable and fully compatible with Excel, with clear comments and instructions to run the script. I’m ready to handle any edge cases and will keep you informed of any conventions needed for ambiguous data. Best regards, John
$40 USD in 7 days
0.0
0.0

Full Vehicle Specs Scraper + Excel Compilation Hi — I can deliver a repeatable Python script that scrapes every vehicle spec from the CarNewsChina database, parses PDFs/pages (all generations, facelifts, trims), and outputs a clean, consistent Excel workbook. Deliverables: Python script (one-command run, fully commented, with README). Excel workbook with each trim/variant in its own row, all specs captured (engine, dimensions, weights, safety, equipment, etc.). Notes on edge cases (e.g., missing fields, irregular PDFs). Approach: Crawl all entries and variants (not just latest). Auto-download & parse PDF spec sheets + inline tables. Normalize inconsistent fields into a unified schema. Export to Excel with logical, filterable columns (e.g., Model | Generation | Trim | Engine | Dimensions | Safety | Features). Skills Fit: Strong experience in web scraping & PDF parsing (BeautifulSoup, Selenium, requests, pdfplumber, tabula). Advanced data cleaning & Excel automation (pandas, openpyxl). History of delivering repeatable, production-ready scrapers with robust logging and error handling. Before finalizing, I’d propose a quick column convention review with you to avoid ambiguity in spec labels.
$40 USD in 7 days
0.0
0.0

I’m confident I can deliver professional and impactful results tailored specifically to your needs. From your description, it’s clear you’re looking for a solution that’s user-friendly, seamless, and fully integrated, and I specialize in creating exactly that. I take a personalized approach to every project, understanding your goals and customizing the design and functionality to fit your vision perfectly. I bring expertise in Python scripting, data scraping, and Excel data manipulation. Handling edge cases with missing fields or non-standard PDF tables is second nature. Let’s connect to discuss your project and how I can make it a success. Regards, Bradley Erasmus
$39 USD in 30 days
0.0
0.0

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