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I need a clean, well-documented Python script that can scan a folder of PDF invoices, extract every piece of relevant text data, and collate it into a structured Excel workbook. Accuracy matters more than speed: each invoice must end up as one row (or one sheet if you prefer), with clear columns for the captured fields. The PDFs come in consistent formats, but I still want the code to cope gracefully with occasional layout variations or extra pages. Feel free to rely on libraries such as pdfplumber, PyPDF2, [login to view URL], or other open-source tools you trust, so long as the final deliverable is a single .py file (plus any helper modules) that I can run from the command line. A small README explaining required packages and how to execute the script will be helpful. Deliverables: • Python source code with inline comments • Sample Excel file generated from two or three invoices I supply • Brief instructions for setup and execution I’ll provide a set of representative PDFs once we start; please write the script so I can swap in new files without touching the code.
Project ID: 39739042
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Active 8 mos ago
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83 freelancers are bidding on average $83 USD for this job

⭐⭐⭐⭐⭐ Create a Python Script to Extract Data from PDF Invoices to Excel ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a Python script to extract data from PDF invoices. You have no need to look any further; Zohaib is here to help you! My team has successfully completed over 50 similar projects for data extraction tasks. I will create a clean and well-documented Python script to scan your PDF invoices, ensuring accurate data is collated into a structured Excel workbook. ➡️ Why Me? I can easily do your project as I have 5 years of experience in Python development, specializing in data extraction and manipulation. My expertise includes working with libraries like pdfplumber and PyPDF2, and I have a strong grip on data processing and Excel integration. This ensures that your invoices will be accurately converted into a clear format. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you! ➡️ Skills & Experience: ✅ Python Development ✅ Data Extraction ✅ PDF Processing ✅ Excel Generation ✅ Script Documentation ✅ Error Handling ✅ API Integration ✅ Data Validation ✅ Command Line Execution ✅ Inline Comments ✅ File Handling ✅ Problem Solving Waiting for your response! Best Regards, Zohaib
$77 USD in 2 days
7.9
7.9

Dear Client, I am excited to submit a proposal for the development of a Python script that extracts relevant text data from PDF invoices and collates it into a structured Excel workbook. As a seasoned Python developer with experience in data extraction and processing, I am confident in my ability to deliver a high-quality solution that meets your requirements. The proposed script will utilize the pdfplumber library to extract text data from PDF invoices and the openpyxl library to create and populate an Excel workbook. The script will prioritize accuracy over speed, ensuring that each invoice is accurately represented in the Excel workbook. i will provide you A single .py file (plus any helper modules) that can be run from the command line. A sample Excel file generated from two or three invoices supplied by you. Brief instructions for setup and execution, including required packages and how to execute the script. looking forward to the opportunity to work with you. Best regards, Manoj
$100 USD in 7 days
7.3
7.3

Hello I have several years of experience with Python programming and automated parsing PDF files I have done several similar projects. Could you share sample of PDF invoices to process? Thanks.
$76.50 USD in 2 days
7.1
7.1

As the lead developer at BN-Droids Digital Services, I have successfully managed numerous complex projects similar to yours. Being adept at Full-Stack Development and having expertise in Python and JavaScript, I am confident that my skills can significantly benefit your Python PDF Invoice Scraper project. I've carefully reviewed your requirements, emphasizing on accuracy and flexibility - key components of our approach to data scraping.
$80 USD in 7 days
6.7
6.7

Namaste 1. Scan a specified folder containing PDF invoices. 2. Extract all relevant text data from each invoice (e.g., invoice number, date, customer name, items, quantities, prices, total amount, tax details). 3. Organize the extracted data into a structured Excel workbook, with each invoice represented as a single row (or sheet, depending on preference and data complexity). Accuracy is paramount. My skills in Python programming, combined with my experience in using OCR and PDF parsing libraries, directly address these needs. I've previously developed similar scripts for clients involved in , automating data entry and improving efficiency. For example, . I'm committed to delivering a high-quality, well-documented script that meets your accuracy requirements and is easily maintainable. My process emphasizes open communication, ensuring that you are kept informed throughout the project lifecycle. I'm confident I can deliver a timely solution. I'd appreciate the opportunity to discuss this project further with you to clarify specific requirements and provide a tailored estimate. Please feel free to contact me at your earliest convenience. Sincerely, Giáp Văn Hưng
$83 USD in 7 days
6.4
6.4

As a seasoned Full Stack Developer deeply passionate about innovation, I am adept at creating elegant and efficient solutions that answer the unique needs of each project. My skills in Python, combined with my expertise in technologies such as C#, C++, and Node.js have allowed me to build versatile and scalable applications with complex data handling requirements. This makes me uniquely positioned to handle your Python PDF Invoice Scraper project. Over the years, I have honed my ability to navigate through complex datasets and extract relevant information accurately—a skill I believe will be particularly valuable for this project. My experience in E-commerce and CMS solutions will further ensure an intuitive user experience for your intended structure.
$85 USD in 3 days
5.0
5.0

⭐ Hi, My availability is immediate. I read your project post on Python PDF Invoice Scraper. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$92 USD in 1 day
5.4
5.4

Hi, I've total 11 years of experience as full stack developer. Last 3 years I'm working the web scraping including the extract the data from PDF, excel and documents. I'm well aware of the Python and PyPDF2 modules(its dependancies because have to install it at system level.). I have well experienced to extract the information from the PDF with help of the AI tools and other tabula for the table format. I can complete this task within 1-2 days and start immediately if get awarded. I've added 1-2 days because I'm not sure how complex the PDF structure and what kind of information you need to extract else I can complete within 1 days. Thank you.
$100 USD in 1 day
4.9
4.9

Hello, Extracting text is fine, the main issue is "to what degree the pdfs may differ"? Like you said, they come in consistent format, but if they tend to differ, then how much? can you show the pair of pdfs wherein they differ drastically and nominally? The structure of the data in excel will be best described by the pdf which comes with the unexpected data. Share the details and let me observe. I can help you with this. Thank you
$80 USD in 5 days
4.2
4.2

Hello I can deliver a well-structured Python script that scans PDF invoices, extracts relevant text data accurately, and compiles it into a clear Excel workbook—handling layout variations and multi-page files gracefully. The code will be clean, well-commented, and fully CLI-ready with a README for easy setup and use. Thanks Anshuman
$85 USD in 3 days
4.4
4.4

Subject: Full-Stack Developer to Deliver Your Project [Python PDF Invoice Scraper] — Fast, Secure & SEO-Optimized Results Hi there, Thank you for outlining your project! I’d love the opportunity to bring it to life with precision, performance, and results you can count on. As a Full-Stack Web Developer with 7+ years of hands-on experience, I specialize in building modern, scalable, and conversion-optimized ecommerce websites across WordPress, WooCommerce, Shopify, Wix, Webflow, Laravel, PHP, React.js, Vue.js, and more. Here's how I’ll add value to your project: ✦ Fast, secure, and SEO-friendly development ✦ Clean, maintainable code built for long-term success ✦ Fully responsive design with modern UI/UX ✦ Hosting & domain setup: DNS, SSL, performance tuning ✦ Seamless API integrations, bug fixing, and ongoing support ✦ Transparent communication, on-time delivery, and post-launch care With 90+ 5-star reviews and a proven track record of delivering client success, I’m confident I can exceed your expectations. Portfolio & Reviews: https://www.freelancer.com/u/atifuiux Ready to start immediately — let’s chat and get your project moving! Best regards, Atif IS Full Stack Web Developer | UI/UX Specialist | Webflow Expert
$70 USD in 1 day
4.3
4.3

I am an experienced Electrical Engineer and Data Scientist with a unique blend of expertise in engineering, software development, data science, business analysis, and academic writing. My multidisciplinary skill set enables me to deliver end-to-end solutions — from hardware design to data-driven insights, financial modeling, and professional reporting. ? Electrical & Electronics Engineering I specialize in digital systems, PCB design, circuit development, and FPGA programming (Quartus). I design and implement embedded solutions using Arduino and MATLAB Simulink while applying advanced techniques in signal processing, image processing, and mathematical modeling. With MATLAB, I create powerful simulations, system models, and 2D/3D data visualizations for research and industrial applications.
$85 USD in 7 days
3.5
3.5

Hi Bharati C. Good morning Already have something live to show you Live Similar Site work I have gone through your requirement , I found it very interesting , Since I already have similar live to show you As i had worked on these tech JavaScript, Full Stack Development, Python and Node.js I can Implement is the similar or with changes for you !!!! Let us discuss more about this Thanks
$95 USD in 7 days
2.2
2.2

NO RISK: ? YOU ONLY PAY IF YOU'RE TRULY SATISFIED. I understand the need for a clean, professional Python script to extract data from PDF invoices into a structured Excel workbook. Using pdfplumber and PyPDF2, I can deliver a reliable, user-friendly solution. Although I’m new to freelancer.com, I bring extensive experience from completing many projects outside this platform. I’d be excited to discuss your project further—after all, the worst that can happen is gaining some valuable insight. Regards, Jayden
$70 USD in 14 days
1.9
1.9

This project aligns well with my background and expertise. You’re looking for a Python script to extract data from PDF invoices and organize them into an Excel workbook. I have skills in Python and experience with pdfplumber, PyPDF2, and pdfminer.six. With attention to detail and ability to handle layout variations, I will deliver a clean, efficient script that meets your requirements. I will provide the Python source code with inline comments, a sample Excel output, and setup instructions. Looking forward to discussing your project further. Regards, Kaylin Ross.
$70 USD in 14 days
0.0
0.0

I have gone through your project description ✅ and I see exactly what you need - a Python script using pdfplumber/PDF libraries to extract data from PDF invoices into a structured Excel sheet, adaptable to layout changes. While new to Freelancer, I've executed similar projects off-site. View my portfolio here: https://www.freelancer.com/u/moejoe03?frm=moejoe03&sb=t. Excited to make your invoice data extraction seamless and professional. Regards, Mohammed Yusuf
$70 USD in 14 days
0.0
0.0

As an experienced web developer with a solid background in automation and data scraping, I believe I'm the best fit for your Python PDF Invoice Scraper project. Not only have I developed numerous python scripts utilizing libraries such as pdfplumber and PyPDF2 like you require, but I've also created automated systems that dealt with varying input formats gracefully - just as you need. My work process is centered on delivering quality products with accurate results, which aligns perfectly with your priority on accuracy over speed. Throughout my 5+ years career, I have developed a diverse set of skills perfect for this project. Beyond just writing the code you need, my coding practices are thoroughly documented to ensure ease of use and even if there is any confusion, my README instructions will guide you through seamlessly. Moreover, my extensive experience in creating relevant Excel workbooks from data extraction imbues me with the capability to provide you with clear and structured output data-ready as you desire. Lastly and perhaps most importantly for us to thrive in this collaboration, initiative is something I value highly. Offering me this role means having someone who does not simply complete the tasks assigned but actively works to streamline processes and reduce dependencies. You can count on me to deliver a robust python script packaged intuitively for your usage. Invite me to your project and let's embark on this journey together!
$100 USD in 1 day
0.0
0.0

⚠️I earn your trust through results, not promises⚠️ I think we are the perfect fit for your project. With our expertise in Python scripting and experience using pdfplumber and PyPDF2, we can create a robust solution for extracting data from PDF invoices. Our focus is on accuracy and adaptability, ensuring your invoices are parsed correctly even with layout variations. We will deliver a well-documented Python script that neatly collates invoice data into an Excel workbook, along with clear setup instructions. You can count on us to handle your project professionally and efficiently. Let’s get started — your success is my priority. Regards, Divan
$70 USD in 14 days
0.0
0.0

I am a perfect fit for your project requiring a Python script to extract text data from PDF invoices. With extensive experience in pdfplumber and PyPDF2, I guarantee a clean, accurate, and well-documented solution. While new to freelancer.com, I have a proven track record in similar projects off-site. I would love to chat more about your project! Regards, Sadaqa
$70 USD in 5 days
0.0
0.0

?I TREAT EVERY PROJECT AS IF IT WERE MY OWN — WITH CARE, PRECISION AND ACCOUNTABILITY. Looking for speed, reliability, and quality? That’s exactly what I bring. I understand the importance of accuracy in extracting text data from PDF invoices effortlessly. I will use pdfplumber to ensure seamless extraction, handling any layout variations with no impact on the final structured Excel workbook. While I am relatively new to Freelancer, my experience off-site guarantees a professional and user-friendly solution. Rest assured, your project is in capable hands. If you're looking for someone who treats your project like their own and delivers beyond expectations, I'd love to discuss further about your project! Regards, Praven
$70 USD in 14 days
0.0
0.0

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