Convert csv to dictionary python jobs

I seek a Laravel expert to convert my existing Codeigniter application. I aim for an improvement in performance over the current set-up. This will involve a transition of these existing features: This is AEPS, BBPS, DMT, & multiservice application . - User Authentication System - Database Management - API Integration - Full codebase transition Our current application does not utilize any specific third-party libraries or integrations, so there's no worry about adapting such complexities. A comprehensive knowledge of both Laravel and CodeIgniter is a necessity for this assignment. Also, an understanding of API integration and database management will be vital to ensure a smooth transition. I'm looking for someone with a keen eye for maintaining effic...

I'm in need of a proficient Python developer who can help compile a Python code, that I have acquired from GitHub, into an executable format for Windows. As the client, I expect: - Understanding the existing Python code and its dependencies - Transforming the Python code into a Windows executable file Successful freelancers should provide a detailed project proposal illustrating how they plan to compile the code to exe on a Windows operating system. Though no specific Python libraries or frameworks were mentioned, a background in Python coding and debugging is paramount. The ideal freelancer should have a deep understanding of Python code, dependencies, and experience dealing with code from GitHub. Experience in genera...

...seasoned social media marketing expert to actively help generate leads for my business on various platforms including - Facebook, Instagram, Twitter, Youtube, and Tiktok. The primary objective is to design and execute a dynamic, engaging social media strategy that will successfully capture the attention of business professionals, our main demographic, and convert them into potential leads. The appropriate professional for this job would ideally: - Have extensive experience with social media strategies aimed at lead generation. - Possess a strong working knowledge of the platforms mentioned. - Have the skills to define, identify and target 'Business Professionals' within social media demographics. - Be creative, as compelling content will be key...

I'm looking for a professional who can convert my Amibroker AFL script into a TradingView Pine Script. The converted script should be able to generate buy/sell signals and provide backtesting capability. The ideal candidate should have experience in: - Amibroker AFL and TradingView Pine Script languages - Developing buy/sell signals - Implementing backtesting functionality Moreover, my trading strategy is based on breakout patterns. The converted script should reflect this strategy and incorporate the following indicators: - Moving Averages - Relative Strength Index (RSI) - Supertrend I'm looking for a freelancer who can deliver a polished and fully functional script that mirrors the performance of the original AFL script in TradingView. Feel free to ask ...

...experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programmin...

...skilled programmer to develop an interactive chemistry experiment for me. You may code using JavaScript, HTML5 or using Python, so experience or proficiency in this language is crucial. Key Requirements: - Users should be able to drag and drop objects using mouse or in case of mobile- fingers. - It should offer a moderate level of interactivity. This includes features such as adjusting quantities and temperatures. If a user pours something in a beaker, it should show the beaker full. If emptied, beaker is empty. - Vector images of lab equipments like Test tube, beaker, burner etc can be found online. Ideal Skills: - Proficiency in Python or JavaScript. You may use CreateJS libraries. If you are a programmer with a passion for chemistry, this is a great op...

I'm seeking a skilled developer to create a versatile e-signing utility. This tool should allow users to select the DSC ( usb token) inserted to the local machine and can sign PDF, XML, JSON, and Text files in bulk and with the following additional features: - Bulk Signing: It should support signing multiple files at once, with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing (e.g. Python, ...

I am seeking an experienced Python web application developer to construct a user-friendly platform for cryptocurrency airdrop and telegram integration. The final product should be similar to notcoin. Key requirements: - User registration and verification. - Airdrop distribution capabilities. - Integration with Telegram. Professional skills and experience: -Familiarity with Python. -Past work demonstrating ability to create robust web applications. -Understanding of cryptocurrency airdrop processes. Applicants should include their relevant experience in their applications. Working examples of similar projects will be highly appreciated.

I need a tool that extracts specific content (text and images) from PDF f...tool that extracts specific content (text and images) from PDF files and adds this data into a CSV file under designated headers. Key Requirements: - The tool should be designed specifically for Windows OS. PDF Data Extraction: - Need the tool to extract both text and images from the PDFs. CSV Insertion: - The extracted data should be sorted correctly under their respective column headers in a CSV file. Consistent PDF Structure: - It is important that the tool can handle data extraction from PDFs with a consistent structure. Ideal Skills and Experience: - Proficiency in developing Windows-based tools. - Experience with PDF data extraction. - Familiarity with CSV file manipu...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.

...for my newly established consultancy firm. Our company focuses on digital transformation, training services, and digital solutions management. The website is intended to act as a powerful marketing tool to attract businesses looking for support with their digital transformation journey. - Website Development through Wordpress and Elementor Key Features: - Service Descriptions: The website should clearly outline the range of services we offer, focusing on digital transformation, training services, and digital solutions management. - Case Studies or Success Stories: Incorporating case studies or success stories will help to showcase our expertise and provide potential clients with a clear understanding of the positive impact we've had on businesses in the past...

I need a skilled translator to convert my legal documents written in Portuguese into English. The ideal candidate should possess an intermediate knowledge of legal processes, to ensure that the translation is accurate and maintains the legal nuances of the original text. The final output should be in a Word Document format. Key requirements: - Translation from Portuguese to English - Understanding of legal terminologies - Intermediate knowledge of legal processes - Deliver the translations in a Word document This project is for professionals with a good track record in legal document translation. A background in law or certification as a translator would be highly appreciated. Please provide examples of previous similar work.

I'm looking for a skilled software developer to create a Windows-compatible software application. This software should be specifically tailored to help my sales team improve their performance and to calculate their incentives. Key Requirements: - Compatibility: The software should be compatible with Windows. - Integration: There's no need for the software to be integrated with any existing systems, so you can focus solely on creating the best software for our sales team. - Data Input: The software should have the capability to import data from Excel/CSV files. This method will facilitate the input of sales data and make the software more user-friendly for our team. Ideal Skills and Experience: - Proficient in Windows software developmen...

I need an experienced Amibroker AFL developer to convert an Andean oscillator into a personalized AFL code. - **Objective:** - Convert a specific technical indicator into an Amibroker AFL code. - **Customization Level:** - Medium customization is the goal, which will allow me to tweak parameters as necessary. - **Intended Use:** - This conversion is primarily for personal use. **Ideal Freelancer:** - Proficient in AFL and Amibroker platform. - Familiarity with technical indicators. - Able to work on medium customization levels. - Past experience with similar projects would be beneficial.

Looking for help in modifying an existing python script and related sql database table The current script - (1) scrapes company financial data from website and populates database (2) scrapes news related to keywords from google news (3)sentiment classification of news items (4)pushes data to sql database The company names and keywords are currently hardcoded in the script Requirement- (1) Company names/urls/keywords (will be provided) to be put in master table in the database (2) The script to loop through and scrape the relevant data and put in database

...freelancer who's great at web scraping to help with a project involving a specific website initially, with potential for more. I'll give you the specific data fields to extract. It'd be great if you: Are really good at web scraping and or Python. Know your way around MS SQL Server databases, not essential but definately an advantage. Understand how to extract data effectively. Understand the need for security and captcha integration if needed. Can work quickly since this project is a priority and needs to be done ASAP. Ultimately, I want to be able to manage the code with your ongoing help, so this could lead to a long-term partnership. I'll share the full details when needed. You will provide source code, docu...

i have script .js i want convert it to powershell .ps1

I am looking for a skilled graphic designer to convert my pixelated JPEG logo into a high-quality vector format, with a transparent background. The vectorized logo will need to be suitable for both online platforms and print materials. Key requirements include: - Expertise in converting raster images to vector format without losing quality - Ability to replicate the exact design of the original pixelated logo - Proficiency in ensuring the final product has a transparent background - Understanding of the use of vector graphics in both digital and print contexts Please include examples of similar work in your bid, and outline your approach to this project.

I have an Adobe Illustrator file that I need to be converted into a .png file for use in PowerPoint. When doing this, the .ai file shall also be updated by removing all unused elements and provided to me. The size of the resulting .png shall be small only including the elements I want without extra space surrounding it. Key points: - I need the .png file to be compatible and high quality within PowerPoint. - I'm flexible with dimensions but would appreciate advice on the best size for this purpose. Ideal experience and skills for this project: - Proficiency in Adobe Illustrator and PowerPoint. - Strong understanding of file conversion and optimization for PowerPoint. - Ability to communicate and provide guidance on appropriate dimensions.

I am looking for an AI trainer proficient in Python or java to assist me with my AI project. Key Requirements: - Proficiency in Python: You should be adept in using Python for AI projects. - Machine Learning and Deep Learning Skills: Ideally you will have a solid foundation in machine learning and deep learning concepts and their practical applications. - Communication Skills: A good trainer should be able to explain complex ideas in simple terms. I will require online and offline assistance, so you should be comfortable with both modes of training. The ideal candidate should be able to provide regular updates and feedback on my progress. I am eager to get started and would appreciate if you could commit some time to this project...

I need a professional Hindi to English translator to convert educational content in the form of documentaries. The educational content is in Hindi and needs to be translated into English. Key requirements: - Translate documentaries from Hindi to English. Would prefer: - Professional experience in translation. - Experience with educational content is a plus.

...photographs to ensure the authenticity and attractiveness of each banner. - Aligning the designs to the objective of generating leads, which would mean adding necessary call-to-actions or engaging components on each banner. Ideal Skills: - Experience in graphic design, specifically in travel or tourism sector. - Proficiency in using design software like Adobe Photoshop or Illustrator. - Strong understanding of design trends and social media layouts. - Experience and skills in photography would be a bonus. - Understanding of online marketing principles, particularly lead generation strategies. This project necessitates design and marketing skills. It's not just about creating visually appealing banners, but they should also effectively deliver their purpose -...

To create a precise 3D model of a small-sized charging case for the AirPods Pro 2 in Blender, here's a detailed plan based on your specifications. Specifications Recap: PCB and Battery Dimensions: 33 x 40 x 10 mm AirPods Pro 2 Dimensions: Height (H): 30.9 mm Width (W): 21.8 mm Depth (D): 24.0 mm Design Requirements: The case should connect to the top and be formed like a butterfly. The two circular charging metals at the bottom should be positioned to the left and right. The part of the AirPods Pro 2 that goes into the ears should stick up 15 mm above the case. Steps to Create the 3D Model in Blender: Set Up Blender: Open Blender and delete the default cube. Model the Charging Case: Create the Main Body: Press Shift + A to add a new mesh, select C...

I'm looking for someone who can do automated selenium test (using python) for a wordpress plugin. You need to write the test cases and automate it.

I'm looking for a capable developer to help me reorganize the layout of phpMyAdmin by utilizing CSS. Key responsibilities: - Rearrange the layout of the phpMyAdmin interface to suit my preferences and needs & upload CSV file. Ideal skills and experience: - Proficiency in PHP and CSS - Experience with phpMyAdmin or similar database management systems - An eye for design and user experience - Ability to understand and implement user requirements into the interface

I'm seeking a skilled Python developer with experience in algorithmic trading to create a bespoke algorithm specifically for the optimization of trading strategies in the crude oil market. Key Requirements: - The algorithm should be written in Python. - It should primarily focus on crude oil trading. - The primary objective of this project is to optimize trading strategies, not price forecasting or risk management. Ideal Skills and Experience: - Proficiency in Python for algorithmic development. - Previous experience in creating and optimizing trading algorithms. - Specific experience in crude oil trading is highly preferred. - A solid understanding of trading strategy optimization. The successful freelancer will be expected to not only cre...

I am looking to create a Windows exe trading application that will leverage an API for automated trading strategies. Key Features: - Order Placement and Management: The primary function of the app is to place and manage trades based on predefined criteria. It should be able to execute trades automatically without the need for manual intervention. Ideal Candidate: I am seeking a developer with a background in finance and algorithmic trading who can bring the following skills and experience to the project: - Proficiency in Windows application development using Python or similar languages. - Experience with trading APIs, particularly in the context of order execution and management. - A solid understanding of trading strategies and the ability to ...

It is necessary finish a web application in python + django regard the statistic of stocks. So it is necessary: some fetaures of some filter; -. make some change to mysql database and api to datafeed. -. verify the formulas and add some features; -. make better the design. - create an admin page with security login and import stocks manually. Please answer only if you can show similar experiences

As a business owner, I'm looking for a competent Xero data entry specialist to handle my bank transactions. Key Responsibilities: - Transferring bank transaction data from the exported CSV file into Xero - Correct categorization of all transactions as per Xero's standard chart of accounts Ideal Skills: - Proven experience with Xero and bank transaction data entry - Knowledge of Xero's standard chart of accounts - Attention to detail and accuracy in data entry - Good communication skills to clarify any uncertainties Please provide your relevant experience and availability for this task.

I am looking for an expert in Python programming to assist me in the creation of a multi-timeframe indicator merge. The project entails the merger of the 4hr, 1hr, 15min, and 5 min timeframes while including specific indicators, namely Moving Average, Relative Strength Index (RSI), ADX, and Webslingers. To make informed bids, it's important to note the following: Ideal Skills & Experience: - Extensive knowledge in Python programming - Proven experience in financial analytics - Expertise in working with listed indicators Project Requirements: - Code the multiple timeframes using Python - Integrate the Moving Average, RSI, ADX, and Webslingers indicators - Generate the deliverable output as a CSV file Please feel free to in...

I'm in need of... Key Features: - The primary goal of this AI image editing solution is to automatically perform color correction, chromakey, and sky replacement on images. - The tool should be able to process a large number of images with speed and accuracy, enhancing the visual appeal of our content. Compatibility: - The solution needs to be compatible with web platforms, ensuring seamless integration and operation within our existing systems. Ideal Skills and Experience: - Strong proficiency in Python programming, particularly in the development of AI solutions. - Previous experience in image processing and editing, with an emphasis on color correction and chromakey. - Familiarity with web-based applications and the ability to ensure compatibi...

I'm in need of a proficient developer to create a comprehensive computer (in a network) probe software compatible with Windows and Linux. The software should have the following key features: 1. find systems in a network and log details to a CSV file/db table. hostname, ip addresses , mac address etc along with hard disks ,os,version etc. 2. find applications installed in the computers Ideal Skills & Experience: - Prior experience in developing network monitoring and security auditing software. - Proficiency in programming languages suitable for cross-platform development. - Strong understanding of network protocols and security standards. - Experience with compliance monitoring tools and techniques would be an added advantage. Ple...

Job Title: Windows System-Level Gaming Keyboard Emulator Developer Project Overview: We are seeking a skilled developer to create a Windows-based keyboard emulator, specifically designed for gaming. The emulator must operate at a low system level to effectively mimic keyboard inputs for gaming purposes without requiring hardware. Key Requirements: OS Compatibility: The emulator should work exclusively on Windows systems. Emulation Focus: Aimed at simulating keyboard inputs for gaming applications. Ideal Skills and Experience: Proficient in Windows application development. Expert in low-level programming, specifically in system-level assembly language. Knowledgeable in gaming input emulation and keyboard input simulation. Experience in backend applications is beneficial. P...

...elevate my website on all fronts. The main goal is to not just increase traffic but to also improve my search engine rankings and ultimately, boost the conversion rate. Key Requirements: - **Boosting Website Traffic**: My current website traffic is insufficient and I need a substantial increase. The ideal candidate should have a proven track record of significantly increasing website visitors in a time-efficient manner. - **Enhancing Search Engine Rankings**: I want to rank higher on search engines. The freelancer should be proficient in SEO strategies and techniques, and be able to provide a plan for optimizing my website's ranking. - **Generating Leads and Conversions**: Ultimately, the goal is not just to increase traffic, but to con...

...assist me with enriching the data in a CSV file. This file contains information on over 6000 Fast-Moving Consumer Goods (FMCG) products, including product titles and barcodes. Key Tasks: - Go through the CSV file: Identify each product's title and barcode. - Search for the product image online: Using the product title or barcode, find a suitable image of the product. - Download the image: Save the image to your local system. - Organize the images in folders: Each image should be saved in a folder named after the product category. - Rename the image files: Each image should be renamed to match the product’s barcode with a .png/.jpg/.jpeg extension (e.g., ). Ideal Candidate: - Proficient in data analysis and data enrichment. - Able to deliv...

I'm looking for an experienced Python coder to tackle two key aspects of my project - data analysis and automation. Here's a breakdown of the requirements: - **Data Analysis**: The primary task involves analyzing datasets in CSV format. The selected candidate should be adept with NumPy, able to make sense of the data and derive meaningful insights. - **Automation**: The second crucial aspect is automation. I'm looking to automate certain processes in my project that involve database queries. Proficiency in Django will be necessary here. Ideal candidates for this project would have: - **Strong Python Skills**: You should be well-versed with working on data analysis and automation tasks using Python. - **Experience with NumP...

I'm looking for a highly skilled QT senior development engineer to help build a desktop application. This project will tap into your expertise in various areas such as C++ programming, the QT framework, and user interface design. Key Skills & Experience: - Strong proficiency in C++ - Extensive experience with the QT framework - Excellent User Interface (UI) design skills - Knowledge in Python and 3D will be a plus The main function: 1: Windows platform, jointly developed by QT+python. 2: Communicate with hardware devices through serial port/Ethernet. 3: Support MODBUS-485, TCP, UDP and other communication protocols, with 1ms cycle response. 4: Support hardware parameter configuration, multi-channel data analysis, storage, data playback, and support real-ti...

I need a professional who can convert my logo, currently in JPEG format, into a vector file suitable for use in Photoshop CC. It's a straightforward task, however, here are some specific requirements: - The logo needs to be taken from a photo and converted into a Photoshop file. - Ideally, the freelancer should have experience in graphic design, more specifically, in working with Photoshop CC to ensure compatibility. Please note that I'm not requiring any color or size changes, or detail enhancements. The focus is solely on vectorizing for Photoshop CC use.

...website converted into a WordPress site. The site has a clean, modern design and I would like to retain this when it is migrated. Key requirements: - Preserve the design layout and content structure - Ensure that the website's navigation is intuitive and user-friendly - Install a contact form plugin to allow visitors to get in touch easily The primary goal of my website is to inform and educate visitors. Therefore, it's crucial that the new WordPress site is easy to update and manage so that I can continue to provide fresh, engaging content. Ideal skills and experience: - Proven experience in WordPress development - Strong understanding of web design and user interface principles - Ability to preserve and improve upon the ex...

...Stack Python Developer to primarily focus on back-end development tasks. The main areas of focus include: - User Authentication & Authorization: Implement a secure user authentication system to ensure data integrity and user privacy. - API Development & Integration: Develop new APIs and integrate with existing ones, for seamless communication between various components of the platform. - Data Processing & Analytics: Implement robust data processing and analytics functionalities to make informed decisions and gain insights from user interactions and other data sources. You will also be responsible for: - Payment Gateway Integration: Integrate payment gateways to facilitate transactions within the platform. - Social Media Integration: Imple...

...developer proficient in Python to build an advanced trading bot. The bot should be compatible with TradingView and capable of the following: - Generating buy and sell signals based on specified trading strategies - Implementing stop loss and take profit orders for risk management - Adapting to customizable trading strategies - Actually executing trades and proving profitable over time The ideal candidate should have: - Profound understanding of trading principles and market dynamics - Solid experience in developing trading bots and implementing complex trading strategies - Proficiency in Python and experience in integrating with TradingView - A track record of building successful, profitable trading bots This project is a great opportunity for someone loo...

...and managers will need access to the system, with an admin login section for authorization of completed job cards. We would like the system to export completed jobs to CSV file for automated invoice generation in Quickbooks Online. We will also require the system to import the customer database from Quickbooks in CSV format. Key Functionalities: - Creation and Editing of Jobs - Ability to use system on-site / remotely through the use of iOS or Android web browsing. Some - Ability to select a simple job status from a drop-down combo box eg. In-progress, waiting for collection, waiting on parts, not started, completed. - Ability to search by customer, PO number, job status, date, part on both active jobs and completed arch...

Develop macro-enabled Excel file to handle CSV

...in need of a professional who can convert a PDF document to Excel format. The PDF contains a mix of text, tables, and images, which must be meticulously replicated in the Excel format. Key requirements: - Handle mixed content: The PDF has a mix of text, tables, and images. You should be able to accurately translate this diverse content into Excel. - Replicate PDF layout: The layout of the PDF needs to be maintained in the Excel format. This means tables should look the same, images should be placed correctly, and the text should be in the same positions. Ideal skills and experience: - Proficient in PDF to Excel conversions: You should have experience in converting PDF documents with mixed content to Excel while maintaining layout integrity. -...

...seeking a skilled Python developer who can help me with a critical task: Translating PDFs. The challenge here is to make sure that the translated content in the PDFs maintains the exact same format and layout as the original documents, without any alterations. Key Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extens...

...- Need an expert in Python programming - Familiarity with Pandas and Beautiful Soup - Experience in data analysis The job mainly involves reviewing the existing code, fixing any issues that may hinder the data extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required. (feel free to rewrite code if you have better idea) --- name "iXBRL" , inside folder contain multiple html file(hundreds to thousands), each html file contain multiple tables(vary from 15-35, depend on each html file). Python to extract specific table and vertically stack them together to create an Excel file.(first column add html filename.) inside html file is encoded in chinese, so must u...

I'm looking to develop a Software as a Service (SaaS) website specifically for the legal industry. Here's what I need: - User Registration and Login system. - Payment Processing integration. - An AI Chatbot with capabilities for information retrieval and analysis. - An OCR (Optical Character Recognition) system. - Both Frontend and Backend development are necessary. - Seamless integration of the AI chatbot, OCR, and payment processing into the website. - A well-documented API to allow for future expansion. The ideal candidate for this project should be proficient in Python (Django/Flask), laravel, node js, vue js, AI programming, and API development. Experience with building SaaS platforms, payment processing integration, and chatbot development would be a...

I need a freelancer to convert my PDF file to a Word file using Word 2016. I'm looking for someone who can efficiently convert my PDF file into a Word document. The successful freelancer should: - Use Word 2016 (or newer) for the conversion - Ensure the document is accurately converted without any alterations to the original information - Possess strong attention to detail to ensure no information is lost or altered during the conversion Please include a detailed project proposal with your application.

I have a PDF file that's a contract written in Arabic. I'm looking for someone who can convert it into a Microsoft Word document ( 12 PAGES ). Key Requirements: - Fluent in Arabic: The contract is written in Arabic so a good understanding of the language is necessary for accurate conversion. - Exact Formatting Match: It's important that the converted document looks exactly like the original PDF in terms of formatting. - Text and Layout Adjustments: The final Word document may need some text and layout adjustments to ensure it's professional and easy to read. Ideal Skills and Experience: - Proficiency in Arabic and English. - Experience in PDF to Word conversion. - Attention to detail for maintaining formatting. - Proficient in Micros...

I am seeking an experienced Python developer with a proven track record in working with the Scrapy framework. The primary goal of the project is to handle data extraction from websites, dealing particularly with nested or hierarchical data. Key Responsibilities: - Collaborating with the team to define the scope of the project and identify the data requirements. - Design and implement data extraction scripts using the Scrapy framework. - Handle complex, nested or hierarchical data structures. - Ensure the accuracy and efficiency of the data extraction process. Ideal Skills and Experience: - Proven experience in Python development. - Expertise in working with the Scrapy framework. - Strong understanding of web technologies and data structures. - Excellent proble...