Python scrapy tutorialKazi

I need a highly skilled Full Stack Developer, proficient in Python, Java, and JavaScript. Here are some key project details and requirements: PROJECT PLAN: HOME CARE MANAGEMENT SOFTWARE 1. Executive Summary: This project aims to develop a comprehensive and user-friendly home care management software solution to streamline the operations of home care businesses. The software will include client assessment, onboarding, invoicing, and scheduling features, along with user portals for caregivers, clients' parents, and administration. The goal is to create a cloud-based software application that can be sold on a monthly subscription basis to home care businesses. 2. Project Objectives: • Develop a cloud-based home care management software solution. • Create user portals f...

...experienced Python developer for a project centered around Data Analysis, specifically focusing on Financial Data. Your responsibility will be to write a Python script on the dataset provided. Key responsibilities: - Reading from Excel or other data files and process them into Python data objects (such as a dictionary) - Write the code to process data as fast as you can - Interpret complex customer data, analyze results using statistical techniques - Develop and implement data collection systems and other strategies for predictive analysis - Assuring the quality of the data used for analysis is optimal - Building algorithms and developing automated processes - Test and QA the software you write and assist with integration if required Ideal Skills and Experience: -...

We're looking for an experienced full-stack developer proficient in Python, Django, and ReactJS for executing deployment and onboarding users on a large-scale platform. The role requires a medium level of Dev-Ops experience and is not a beginner's playground. Key functionalities: - Deployment of a large django platform to GCS - servers / containers are already set up - Implementing and managing user authentication and payment processing using the Stripe API - this too is already set up its just part of deployment. - the ability to consider, discuss then apply simple solutions to issues known to us regarding excessive query load within the system - We have cloud run for deployment, the containers with all our users data are already in google cloud. Ideal Candidate: ***...

I'm in need of an experienced and knowledgeable freelancer who can develop a comprehensive tutorial for Photostage on the Windows platform. With my audience being advanced users, this tutorial should delve into more complex aspects of the software, particularly focused on resolving lost photos. Essential skills and experience required: - In-depth understanding of Photostage software - Demonstrable experience in producing software tutorials - Proficiency in Windows - Ability to clearly explain advanced functionalities in an engaging manner

...my distinct specifications. Key features must incorporate Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) with 3 hidden layers. Ideal candidates will have a robust comprehension of signal processing, 1D/2D Mel Frequency Cepstral Coefficients (MFCC), and be adept at coding in either MATLAB or Python languages. This software must be designed to successfully identify isolated words ranging from one to ten. Key Skills & Experience: • MATLAB or Python programming • Proficient with ANN & CNN • Expert in Signal Processing • Knowledge of MFCC • Ability to implement 3 hidden layers in CNN I welcome professionals who are enthused about developing cutting-edge signal processing systems to submit a bid. Expertise in these ...

On this project, I'll need a full stack developer who's proficient in JavaScript, Python, and Java. While I didn't specify this explicitly initially, mastery of these languages is crucial. I believe these skills will be necessary to carry out the tasks detailed below: - Developing front-end web architecture: Show me you know how to build the visible parts of the website in a way that is structurally sound. - Designing user interactions on web pages: I need someone who can craft an intuitive user interface that's easy to use and engaging. - Creating servers and databases for functionality: You should be able to build the back-end infrastructure that supports the site's operation. When applying, kindly detail your experience in Full Stack Web Development. ...

Please answer with a solution if you aren't a bot. I am seeking a Python savvy developer who can flawlessly implement a pretrained VQA model on a CPU-based server for answering questions about images. Key Tasks: - Perfectly integrate the fuyu-8b model from Hugging Face on the server. - Ensure its optimal operation in answer-generation about image queries. Essential Skills: - High proficiency in Python code. - Solid understanding of image recognition and VQA models. - Experience in server-side development. Additional Requirement: - Development of a user-friendly web-based interface for interaction with the model. The ideal candidate should have a deep grasp of image processing and visual question answering, besides server-side management and front-end develop...

I'm seeking an experienced Frappe developer with Python skills who can help me leverage an open-source app for Zatca integration in Saudi Arabia. Here is the app's GitHub link: Responsibilities: - Set up and configure the app to facilitate the generation of invoices - Ensure e-invoicing is compliant with the system regulations - Synchronize three types of data: financial data, customer information, and product details The application will be handling more than 500 invoices monthly. Skills and Experience: - Extensive experience in Frappe and Python programming - Proven experience in software integration, specifically with Zatca - Strong understanding of data synchronization processes - Familiarity with e-invoicing and compliance procedures

I am urgently looking for a professional who can develop an efficient trading dashboard using Python. The key functionality that needs to be integrated into the system is Technical indicators. Key Deliverables: - An intuitive, user-friendly trading dashboard with real-time updating capabilities. Ideal Candidate: You should have significant experience in Python programming and building financial systems or trading dashboards. Knowledge of how to incorporate multiple technical indicators into the dashboard will also be beneficial, even though I've not specified particular ones. Deadline: I need the project completed ASAP. So, being able to work in a timely and efficient manner will be critical to completing this project successfully.

Seeking a Proficient Python Developer from Bangladesh for Custom Trading Dashboard on cTrader Platform I am in urgent need of a highly skilled and experienced Python developer based in Bangladesh, with expertise in developing custom trading dashboards, specifically for integration with the cTrader platform used for my FTMO trading activities. The core of this project is to bring my unique trading strategy to life by embedding it directly into my cTrader account through a comprehensive dashboard that includes the following functionalities: Custom Technical Analysis Tools: A key feature of the dashboard is the inclusion of bespoke technical analysis tools, crafted to support informed trading decisions. Strategy Integration: Implementing my proprietary trading strategy in...

Tafadhali Jisajili ama Ingia ili kuona maelezo.

I am looking for an expert in Electronics and Python programming to help me configure the Lis/Ris pins on my BTS7960 module (24V, 250W). I aim to connect the module to my Raspberry Pi 4, and have bought the BTS7960 module already. The specific tasks I need assistance with are: - Calculation of the required resistor values - Guidance on setting up the current limit pins on the BTS7960 module To successfully execute this project, understanding and interpreting schematics and datasheets of the BTS7960 module and Raspberry Pi 4 is crucial. Ideally, you have prior experience in working with these specific devices and configuring modules on a Raspberry Pi using Python. Please note that I do not require you to write any code, just need help on resistor calculation and pin setup.

I'm looking for a Python developer at a beginner level to handle various tasks for my project. TASKS: - Setup and Configuration of Linux - Development under the Flask framework - Integration of a database using SQLAlchemy - Containerizing the project with Docker Applicants should share examples of past work related to these tasks. The ideal freelancer for this project will have a basic level of experience in Python development and a willingness to learn and adapt. Let's build something great together. ** all I need is just add column in exist db need experience developer **

We are seeking expertise in developing an AI-powered tool that can evaluate the quality of digital content, focusing on articles. The ideal solution sh...Language Processing (NLP) and automation - Proven track record in content analysis, ideally in the form of previous projects. - Understanding of how to execute fact-checking, source verification algorithms, and incorporation of these into content evaluation. - Excellent communication skills; thorough reporting and documentation of the development process. - Experience in programming languages such as Python, R, or Java. This tool aims to streamline the content quality assurance process, optimizing time, and ensuring reliable, accurate assessment. Guidance will be provided throughout the project, but we expect the expert to take i...

I am seeking a proficient programmer to assist in converting my advanced Python code to Scheme language. My primary purpose for this conversion is to learn Scheme programming. Ideal Skills Required: • Knowledge of both Python and Scheme • Experience converting code between languages • Optimization Proficiency in data processing, optimizing code for efficiency, integrated Scheme programming, and debugging is highly beneficial. While the need for efficiency improvement isn't my main focus, I still value it as an extra plus. If you have this niche skillset, I welcome your bid.

As the custodian of a website that utilizes PHP, Python, and JavaScript, I'm avidly seeking an expert to integrate the Perplexity API into my platform. The integration should effectively provide real-time suggestion capabilities. These functions are crucial for enhancing the customer experience within specific areas of my website: • YouTube content suggestions • Product reviews in PDF format Having skills in API integration and a thorough grasp of the above-mentioned programming languages is a must. An understanding of how to leverage real-time suggestions for improving user interaction is beneficial. The goal is to optimise the website's operations while maintaining a smooth, user-friendly interface. Send examples of websites you have performed something simi...

...amigable y funcional. - Contribución en todas las fases del proyecto, desde el concepto inicial hasta el lanzamiento, incluyendo pruebas y ajustes basados en el feedback de los usuarios. Habilidades y Experiencia Requeridas: Experiencia en el desarrollo de IA con tecnologías como el API de ChatGPT y Stable Diffusion. Conocimiento sólido en lenguajes de programación relevantes para IA, como Python, y frameworks como TensorFlow o PyTorch. Capacidad para trabajar de manera autónoma y en equipo, con una comunicación efectiva y un enfoque orientado a soluciones. Experiencia previa en proyectos similares o en la industria tecnológica aplicada al diseño será considerada una ventaja. Interés en el dise&ntild...

I need to deploy a php app in docker phpmyadmin, and mysql support Also I need the docker deployment to support a domain with ssl cert Finally, I need you test this locally on a fresh ubuntu Virtual machine to ensure it works on my planned deployment environment. The previous developer was unable to get this to work on linux with console errors. Documentation: Freelancers who are keen on this project should include examples of their past work, particularly projects where they have dockerized PHP applications thanks

I need a skilled technical writer who can create an instructional tutorial on how to make a PDF extremely accessible. This tutorial must include screenshot visuals and clear descriptions. - The tutorial should explain advanced accessibility and emphasize on certain elements which include: text alternatives for visuals, screen reader compatibility, keyboard navigation, tables, color contrast, lists, and reading order. - The content should be easily understood by people with visual impairments and cognitive disabilities, and also by the general public. It is important that even organizational groups striving to create accessible PDFs can grasp the guidance. Candidates should have experience in technical writing, PDF creation and be well-versed in accessibility stand...

I need a Python notebook to generated blog content for my consulting services. The blog will be focused on technology consulting, specifically IT Infrastructure, Cybersecurity, and Cloud Solutions. The project entails using openai to generate around 5000 words of content. The end goal is to have blog content that I can seamlessly post on my website. The ideal candidate will possess: - Proficiency in Python - An understanding of blogging platforms - Experience in handling openai for text generation - Knowledge in Technology Consulting especially IT Infrastructure, Cybersecurity, and Cloud computing would be a plus but not necessary. Your main task: - Design a structure that can predict and generate engaging blog posts - The Python notebook should work seamlessly w...

...Lambda, Python 3.12, Selenium, and Chrome WebDriver to ****create a docker file**** that efficiently runs as an AWS Lambda container. Your focus will be: - Leveraging AWS Lambda for running the Docker file. - Crafting the Docker to scrape URLs from a website, for instance, google.com. - Using Python 3.12 as the programming language and Selenium alongside Chrome WebDriver in headless mode for web scraping. Ideal Skills: - Proficiency in AWS Lambda, Docker. - Good command of Python 3.12. - Experience with Selenium, Chrome WebDriver. - Understanding of web scraping best practices. - Capability to work with headless browsers. Your expertise will make this project a success! Briefly: just need a docker file which can deploy as aws lambda container. This docker f...

I want a skilled blockchain expert developer to fix some UI issues and some general errors to my current custom solana bot. Its a custom fork of the bonk bot on solana (using python) and its made by my previous developer. Im looking for someone that except of blockchain developer is also an investor or trader and understands the nowdays trends and strategies. If you are one , start your bid with the word trader or investor. thanks in advance,

Utilizo una plataforma con un centro de mensajes similar al de Freelancer, donde es posible automatizar las conversaciones gracias a una API. Sin embargo, esta funcio...través de una API para automatizar respuestas o proporcionar una interfaz a otros usuarios que puedan responder en mi nombre. Una posible solución sería desarrollar una extensión de Chrome que lea y responda mensajes, y envíe la información a un servidor que exponga la información a través de una API con una interfaz de chat para otros usuarios. Otra opción sería crear un scraper o un autómata en Python que monitoree los mensajes y los envíe a una interfaz. En todos los casos es necesario almacenar las conversaciones. Estoy buscando...

Dig historical data I have gathered and build an intricate Python-generated visualisation. The main focus of this visualisation will be a comparative study of how the 2008 recession and the COVID-19 pandemic impacted the housing market and financial health.

*** please don,t posted fake id.i will report to close fake id I'm seeking a skilled Python developer experienced in SQL, to create a desktop application focused on data visualization. This application will primarily be dealing with numerical data. Key Requirements: - The project involves generating visualizations of numerical data. - Given the nature of the data, expertise in Python and SQL is essential. - Additionally, the application should contain a Python-SQL GUI. - It is important for the desktop app to offer various visualization features, including but not limited to, bar charts, pie charts, and line graphs. Ideal Candidate: - Must have proficiency in Python and SQL. - Should have previous experience in GUI design. - Must have a deep understand...

Proficient in HTML, CSS, Flask, JQuery, Ajax, Sqlite, Flask, Bootstrap - Familiar with game development, especially traditional games like Hangman - Able to develop a user-friendly interface. The specific aesthetics will be discussed later. Responsibilities: - Write clean, maintainable and efficient code in Python - Use Sqlite for database operations - Utilize Flask for the game's web framework

Our project requires the creation of an advanced Python-SQL GUI that focuses on analyzing customer data. Key Features Required: - Data Visualization: As a primary functionality, the tool should offer robust data visualization options. Specifically: - Line Charts: The application should be able to generate detailed line charts. These should serve to effectively represent data fields pertaining to product popularity. Ideal Skills and Experience: - A profound knowledge and experience using Python and SQL. - Proven ability in developing GUIs with data visualization purposes. - Prior experience in creating line charts to depict various data fields, particularly product popularity. The end product should present real-time product popularity data in a user-friendly and v...

I need a talented developer to create a user-friendly shift scheduling web application. This tool should simplify our team's shift allocation process th...simplify our team's shift allocation process through: - A voice command feature with functionalities which include the ability to call employees to set shifts and schedules, changes schedules on calendar . User Authentication: - The web application should handle user's authentication through Email and Password. Skills and Experience: - An experience in developing web applications is necessary in python - Familiarity with voice recognition software. - A good understanding of user interface design is also important for this project. If you believe this project aligns with your skills and experience, I would lo...

I require a Python expert who is experienced in handling business data analysis. Your tasks will encompass: • Detailed analysis of business data through Python • Creating visual data presentations as the result of the analysis The ideal candidate should have: • Solid experience in Python • Proficient in SQL • Demonstrable skills in data analysis • Proven ability to create engaging visual data presentations Please submit examples of previous work in business data analysis along with your bid. Looking forward to your proposals.

I'm in need of a proficient software developer who can customize a program for me. The main functionality of this program will be to automatically fetch and compare the number of co...teams. - Intelligently comparing the corner data for these teams. - Automating the whole process of collecting and comparing the corner data. The process should start with my manual input of the team names. Ideally, applicants should have prior experience in web scraping and analyzing sports statistics. Strong knowledge of coding languages that are best suited for such tasks is required, with Python preferred due to its proven suitability for web scraping and data analysis tasks. Your deep understanding of sports, particularly football, will also be a major plus. Feel free to reach out if you nee...

For this project, I am looking for an expert in Python and SQL who has deep knowledge in data analysis and GUI development. Key Responsibilities: - Analyzing business data, in particular, customer data. - Building advanced, intuitive Graphical User Interfaces (GUIs) to display the analyzed results. Ideal Skills and Experience: - Extensive experience with Python programming for data analysis. - Profound knowledge of SQL for managing and manipulating databases. - Expertise in developing useful and interactive GUIs. - Prior experience with business data, especially customer data. - Understanding of data analysis techniques. This project offers a great opportunity for those who are highly skilled at converting raw data into meaningful information. The final product should giv...

Seeking Freelancer to create a cuatom script in any language java, python executed with php exec to do the following: Variable will be a unique identifier whoch will be used to create directory structure and insert information into SQL database. *Read and verify SD Card for integrity. *Use chkdisk and repair SD Card if necessary. *Create directory structure to store data. *Copy Video files from SD Card *Insert data into SQL database to include video file names, size, duration. *Return results to PHP script.

My objective is to develop a script and a machine learning model that will effectively predict the upcoming hands in a...in a Texas Hold'em poker game, such as two pair, straight or full house. Requirements: - Skilled in developing both scripts and machine learning models. - Expertise in Python, the preferred programming language for this project. - Familiarity with the rules and scenarios of Texas Hold'em would offer a substantial advantage. - Strong understanding of probabilities and game theory would be beneficial. Deliverables: - A software tool capable of accurate hand prediction in Texas Hold'em poker. - Full documentation explaining how the software works. This is a demanding, but rewarding project for anyone with a love for Python scripting, machi...

We are looking for an AI and ML expert that has hands on experience with prompt engineering. Must have executed complex algorithms in the past projects. - 4+ years of experience applying AI to practical uses - Experience with deep learning, NLP, and TensorFlow - Experience writing robust code in Python, Java, and/or R - Knowledge of basic algorithms and object-oriented and functional design principles - Knowledge of data structures, data modeling, and software architecture Submit your application with your relevant portfolio and you must be able to start immediately. Write "Alex AI' in the start of the job. Happy bidding!

...Ephemeris astronomical software, with a special focus on: - Retrieving Planetary Positions - Accessing Ephemeris Data example am give date time and lati and alti then show planet postions and houses like this click on screen short While not specified, fluency in Python, Java, or JavaScript would be desirable. You can choose the best language that suits this project. Ideal Skills and Experience: - Proficiency in handling API development projects - Familiarity with astronomical calculations - Strong knowledge in either Python, Java or JavaScript In your application: Though an example of past work and detailed proposal is not mandatory, including it would boost your chances. Detail your understanding of the project and your proposed approach to it. This project r...

I am seeking to automate three fundamental reports on our Shopify eCommerce platform: the Sales report, Available to Buy report, and the Top 20 Most Selling Product report. - **Sales Reports**: These must include data on total sales, sales by product, and sales by category. - **Available to Buy Reports** and **Top-20 Most Selling Product Reports*...category. - **Available to Buy Reports** and **Top-20 Most Selling Product Reports** All these reports must be systemically generated and exported in Excel format, guaranteeing ease, efficiency, and accuracy in our business operations. Ideal Experience & Skills: - Extensive experience with Shopify eCommerce platform - Expertise in automating business reports - Proficient in Excel - Proficient in Python - Attention to detail for...

...in integrating Python-based machine learning models into dynamic web applications. This project involves creating a modern, user-friendly website where users can upload images for automatic car detection and removal, leveraging a pre-built deep learning model. Project Overview: The core functionality of this website will allow users to upload landscape or street images. Our Python-based deep learning model will process these images to detect and remove cars, presenting a modified image back to the user. The goal is to provide clean, car-free visuals seamlessly. Required Skills and Experience: Frontend Development: Proficient in HTML5, CSS3, and JavaScript. Experience with a frontend framework (React, Vue.js, Angular) is a plus. Backend Development: Strong background in ...

I am an experienced Salesforce developer with very good knowledge and experience in apex, triggers, aura, etc. I am seeking a freelancer who can help me learn Lightning Web Components and integration in salesforce. Your grasp of these concepts should be apparent in the clear, concise written lessons you will provide. This project is urgent and I would like it completed as soon as possible. The ideal freelancer will possess expert knowledge of Salesforce and Lightning components and integration, and should be able to communicate complex systems in an approachable and intuitive manner. The trainer must provide and help me develop projects

I've been developing a Django application and facing issues with integrating FullCalen...- I'm experiencing issues with adding, editing, deletion without affecting the full series of events. - The ideal solution will allow each instance of a repeating event to be independently edited, without changes affecting the rest of the series. I am looking for a freelancer with: - Proven experience in working with FullCalendar JS and Django - Strong troubleshooting skills in JavaScript and Python - Understanding of data structures and handling repeating events Any previous work on similar projects will be highly valued here. Timestamp of all changes should be recorded for future reference. I anticipate close collaboration to understand the existing code structure and pinpoint the...

As an IT professional specializing in software development, I need a content writer to revamp my CV. You will be highlighting the following skills: - Programming expertise, particularly in Java, Python, and JavaScript - Problem-solving abilities - Project management acumen A strong understanding of the software development field is necessary to accurately represent my skills and experiences. A background in HR or recruitment would also be advantageous, providing insight into what employers are seeking. Your flair for clear, succinct, and engaging writing will make my CV stand out to potential employers.

I'm seeking a skilled developer to create an efficient chatbot using the project platform. This chatbot will mainly handle three key functions: answer customer queries, provide health insurance quotes, and direct clients to the appropriate department. Essentially, this bot will act as a Virtual Customer Support, addressing users' needs accurately and promptly. T...Virtual Customer Support, addressing users' needs accurately and promptly. The interface should encapsulate a friendly and approachable feel, ensuring user comfort while enhancing communication. Ideal freelancers for this project should have significant experience in chatbot development, knowledge of health insurance, and excellent UI design skills to meet the design specifications. Programming: 1.Python ...

I'm looking for a skilled and experienced writer with a deep understanding of iPhone technology. You will be creating a useful and engaging tutorial for beginners, focusing on troubleshooting common iPhone problems. - Your tutorial should target beginner level users, so it should explain concepts in easy-to-understand language, and offer simple step-by-step instructions. - It should cover common issues that iPhone users often face, and provide practical solutions and tips for each one. - A technical background in Apple's iOS is advantageous, as you will need to provide accurate information that complies with Apple's recommended troubleshooting steps. If you have a history of writing tech-focused content, especially around Apple products, then you could be...

I am in need of a highly skilled GIS developer for the creation of a web map application. Skills & Languages: The ideal candidate should have profound knowledge of JavaScript and Python, along with experience using Flask . Proficient expertise in Geographic Information Systems (GIS) tools and technologies is crucial to this project.

Your Stream Overlay Design Was i'll Give You Tutorial video how you can use in your Streamlabs. if you don't understand the tutorial please tell me. i'll explain step

Urgently seeking a competent Python/React developer who can swiftly create two specific AI-based SEO tools–a Keyword Research tool and a Backlink Analysis tool. Requirements: - Implement comprehensive keyword research functionality. - Develop an in-depth backlink analysis mechanism. Though the client has not specified the required functionalities for these tools, freelancers bidding should ideally possess: Experience and Skills: - Proven experience in creating SEO tools. - Proficiency with Python and React. - Ability to work under tight deadlines. - Expertise in SEO practices and AI tool development. Bidders are encouraged to clarify the expected functionalities for these tools during their pitch. To meet the ASAP deadline, the selected freelancer should be ready...

I am seeking an expert in Python OCR to develop a system that extracts text from photographs. The layout of the text in these images is standard and predictable. The primary goals of this project are as follows: - Decipher the text from the photographs with high accuracy - Create a reliable system that consistently delivers accurate results The ideal candidate for this task should have strong Python programming skills, experience in working with OCR systems, and a keen attention to detail. It would be especially beneficial if they have worked on projects involving text extraction from standard layout photographs. Their ability to deliver accurate and consistent results will be crucial to the success of this project.

I'm seeking a talented developer with proficiency in Python and a robust understanding of Forex Trading. Specifically, your role will include tasks such as: - Developing predictive models using machine learning techniques - Implementing pattern recognition to better understand trading data - Creating a sustainable trading strategy underpinned by data The ideal candidate for this role would have prior experience in Forex Trading. Your work will significantly influence our trading strategies, requiring you to leverage your skills and expertise to drive success.

I'm seeking a skilled freelance web developer to assist on a specific project. The opportunity will ideally suit someone with a great working knowledge in Web Development. Although no specific skills were mentioned, familiarity with some coding languages like JavaScript, Python, or HTML/CSS may be beneficial. I anticipate that a self-starter who can hit the ground running will fit best for this role.

I am looking for a professional Python and Django developer with a strong background in fraud detection systems to develop a small scale online daily prize draw system for me. Main Functionalities: - User registration and login: The system should allow users to register and login. Personal data safety is a high priority. - Prize selection and allocation: The system should have a feature where users can select and allocate the prize for the day. - Fraud detection and prevention: The system should be capable of detecting and preventing fraudulent activities among users. Fraud Detection Module: - The system must encompass a detection module for suspicious user activity. - The developer should be able to utilize a credit card fraud detection dataset to implement this feature. Skil...

As an investment committee member for a renewable energy fund, I'm looking to...would like the index to go back to 2010 and it will need to include companies that have been delisted (due to take private transactions or otherwise). The fundamental data I'm after include industry codes, dividends, and total returns over the investment period. All this data needs to be manipulated and analyzed using Python to draw meaningful insights and conclusions about the industry's financial health and growth prospects. Ideal Skills & Experience: - Proficient in Python - Understanding of financial analysis including in how to build an index of price and total return - Experience with fundamental stock data handling including extraction via APIs The finished produce wi...