import os import json import time import requests from tqdm import tqdm from lxml import etree BASE_DIR = "data" PDF_DIR = os.path.join(BASE_DIR, "pdf") JSON_DIR = os.path.join(BASE_DIR, "json") os.makedirs(PDF_DIR, exist_ok=True) os.makedirs(JSON_DIR,

@kaustubhbawa123

Hi, I am an IIT Grad. I will make it a reality for you. I can complete this project using Python, Selenium, and BeautifulSoup for web scraping, as well as PyPDF2 and pandas for PDF processing and data manipulation. I will use a headless browser (e. Kindly click on the chat button so we can discuss and get started. Will share you my prior projects done and my resume too. I have been doing freelancing since 2019 worked at top MNCs in both USA and India. Lets connect

@tanyat29

​I can deliver this large-scale scraping project with 100% accuracy. Handling 1 million documents requires a robust architecture, and I have the expertise to build a Multi-threaded Python pipeline that handles complex parliamentary tables and UTF-8 encoding without data loss.

@Aurallian

Dear [Client Name], I have reviewed your project requirements on scraping legal texts from EUR LEX. With extensive experience in web scraping and data extraction, I can deliver a scalable solution using Python, BeautifulSoup, and Selenium if required. Ensuring accurate extraction of PDFs, English, and German texts, I will also provide JSON files per document as specified. Your research pipeline will benefit from my attention to detail in handling character encoding and tables. Upon completion, I will promptly send the ZIP file with all deliverables. Let's discuss how I can streamline this process for you. Looking forward to your response. Best regards, Aurallian

@goranm16

Hi, I can build a stable, long-running automation script that is designed for reliability and long-term use. The focus will be on creating a clean, maintainable solution rather than a one-off script. While I may not handle large-scale manual data extraction on my local machine, I will deliver a fully automated script that you can run independently to sync all required data accurately. I can complete this quickly and at a very competitive price. Let’s discuss your requirements and choose the best approach for long-term stability.

@dushyant317

Hello, I’ve carefully reviewed your project requirements and clearly understand the tasks involved. I have 13 years of experience and strong expertise in the exact skills this project requires. I have successfully delivered similar projects before and can share relevant samples if needed. I will complete this within your expected timeline while maintaining quality and clear communication. I look forward to working with you and contributing sincerely to your project’s success.

@MujeerPython

Do you want a fully reproducible scraper for all EUR-Lex legal texts? Hi, I can build a Python scraper to handle your EUR-Lex extraction requirements. The script will: Scrape all documents (~1 million) from EUR-Lex. Download each document as a PDF with the original layout. Extract the full plain text in English (EN) and German (DE).

@yuvrajchugh1244

Hello, This project requires scale, precision, and reproducibility, and I can deliver all three. I will implement a robust Python scraper (Scrapy + Requests; Selenium only if needed) to process ~1M EUR-Lex documents. For each document, the pipeline will: Download the official PDF in original layout Extract complete EN & DE plain text with proper Unicode handling Generate a matching JSON with document_id, year, raw_text_en, raw_text_de, and pdf_file_name The system will include retry logic, rate-limit handling, encoding safety, and validation checks to ensure accuracy for downstream research use. All code will be clean, documented, and reproducible. About me: I’m Yuvraj Chugh, a Security Engineer with experience building high-volume scraping and data pipelines, FastAPI microservices, and ML systems on government and enterprise datasets, where data integrity is critical. Delivery: ZIP with source code, PDFs, JSONs, README, and requirements.txt. I can start with a pilot batch if required. Best regards, Yuvraj Chugh

@cloudaxisltd

I’m confident I’m the ideal person for your project to scrape all legal text from EUR LEX, ensuring a clean and professional approach to downloading PDFs and pulling full texts in both English and German. Your need for a seamless, accurate extraction with automated handling of character encoding and complex tables is clear, and I’ll focus on creating a user-friendly Python script using requests and BeautifulSoup, as you prefer. While I am new to freelancer, I have tons of experience and have done other projects off site. I would love to chat more about your project! Regards, Henning Munnik