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    2,000 csv file comparison jobs found, pricing in CAD

    The project consist to convert a json format file to some csv format files

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    I'm seeking a professional to assist with integrating my python scraping script output to my personal WordPress site in real-time. Key Requirements: - The integration should be real-time and without the need for page refresh - The current output of the python script is a CSV file, but can be Json or another Ideal Freelancer: - Proficient in Python and WordPress - Experience with real-time data integration - Familiarity with data formats (CSV, JSON, etc.) - Excellent communication skills to deliver a seamless solution Looking forward to working together.

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    ...will go to 'BodyParts3D', 'Lluis Vinent' and 'Z-Anatomy'. The tools need to be set up for and be owned by the client. Profile: >3 years of experience in tailored projects in Unity Experience in the set up and use of databases Good organization and communication skills Necessary missions (estimated 100 euros): Share the project on Unity Hub Create a database containing a .csv file (the translations) and a series of texts (the definitions), Link it to the objects (the anatomical structures) through the existing functions already set up, Adapt the app for Windows, Mac and Linux, Set up a functional and reactive web viewer, Explain how to paste it on a website and how to update it, Optional missions (e...

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    I have an Adobe Illustrator file that I'd like to convert into a PES file for a larger than 8x8 inches embroidery design. Skills required: - Proficiency in both Adobe Illustrator and embroidery file formats - Experience with large-scale embroidery designs - Ability to accurately convert design while maintaining its integrity - Strong communication skills to provide a detailed project proposal Please include in your proposal: - Your experience with similar projects - Your approach to converting the design while ensuring the quality and size requirements are met - Any suggestions you may have to enhance the embroidery design.

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    I'm in need of a professional who can help me complete a project that involves writing 3 comprehens...on sports - **Methodology:** The methods section in each article must be detailed with a critical analysis and comparative insights. - **Content Focus:** The articles should predominantly focus on recent studies, preferably those published in the last 5 years. Ideal Freelancer: - Proficient in health writing. - Capable of conducting in-depth research. - Experienced in critical analysis and comparison of studies. - Skilled in crafting engaging, informative articles. - Able to deliver high-quality work within the set deadline. This project is time-sensitive, with the assignment due on Friday 17th May. If you have the required skills and experience, I'd be keen to discuss...

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    I'm looking for a skilled digitizer to convert my SVG file into a PES file which can be used on an embroidery machine. The finished design should be compatible with an embroidery machine to be used on various garments. Key Requirements: - Convert a provided SVG file into a PES file for an embroidery machine - Create the digitized design in multiple sizes suitable for various garments - The design should not require specific thread colors, any colors will do Ideal Skills and Experience: - Prior experience in creating PES files for an embroidery machine - Proficiency in scaling designs to fit different garment sizes - Understanding of how to maintain design integrity with different thread colors Please provide examples of similar work you've done in t...

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    I require a freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong atte...freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong attention to detail - Data categorization - Data verification - Data conversion The applicant should be proficient in Excel, CSV, and PDF. This role is likely to involve handling various types of data, so versatili...

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    Hello, I am seeking assistance with creating a logo file. I have the design ready and finalised, but I require the expertise of a skilled designer to translate it into various formats. Specifically, I need the logo in PNG, PSD, SVG, and EPS formats for different applications. If you have experience in graphic design and proficiency with these file types, I'd greatly appreciate your help. Please reach out to discuss the details and provide a quote for your services. Thank you in advance for your time and assistance.

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    I'm looking for a skilled developer who can assist in building a desktop application for Windows using Visual Studio 2019. The main task of this project is to create a robust file management system within the desktop application. Key Requirements: - Proficiency in Visual Studio 2019 - Strong experience in desktop application development - Expertise in file management systems Prior experience in building similar systems will be a huge plus. Please submit your proposal with a brief overview of your relevant experience and a rough estimate of the time you'd need to dedicate to the project.

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    I require a freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong atte...freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong attention to detail - Data categorization - Data verification - Data conversion The applicant should be proficient in Excel, CSV, and PDF. This role is likely to involve handling various types of data, so versatili...

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    I'm seeking a proficient scriptwriter to design an Airtable...relationships. The main task for this script will be to focus on combining data from the parent-child and combining it onto 1 row each. Specifically, the required updates will involve: - Combining Parent and all children data onto same row - Taking DOB field and splitting into a Month field and a Year field - The end result should be a base where I can upload a new CSV and it outputs the desired result into a new table that I can download a csv from The ideal candidate for this role is someone well-versed with airtable scripting and data management, specifically having a strong knowledge of number fields. Your experience with manipulating parent-child data relationships will be crucial for successful compl...

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    Looking to automate a data entry process and generate reports on Google Sheets. The ideal candidate should be able to integrate data from Google Forms and CSV files into the Sheets to perform these tasks. The project has to be completed ASAP.

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    Looking to automate a data entry process and generate reports on Google Sheets. The ideal candidate should be able to integrate data from Google Forms and CSV files into the Sheets to perform these tasks. The project has to be completed ASAP.

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    I'm in need of a professional who can help me complete a project that involves writing 3 comprehens...on sports - **Methodology:** The methods section in each article must be detailed with a critical analysis and comparative insights. - **Content Focus:** The articles should predominantly focus on recent studies, preferably those published in the last 5 years. Ideal Freelancer: - Proficient in health writing. - Capable of conducting in-depth research. - Experienced in critical analysis and comparison of studies. - Skilled in crafting engaging, informative articles. - Able to deliver high-quality work within the set deadline. This project is time-sensitive, with the assignment due on Friday 17th May. If you have the required skills and experience, I'd be keen to discuss...

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    I have a real estate development company, and I'm looking for a dedicated Excel expert to help me streamline my expense tracking process. Key Requirements: - I already have a template set up and in one of the tabs I have a CSV statement import. Your primary task will be to create a formula that can automatically pull data from a statement import into the relevant property tab. - The data should be ordered by date to ensure clarity and easy reference. - I have created a macro to change the debit figures to negative amounts in the spreadsheet. - I am open to changes/ideas on if it requires a different setup. Ideal Skills and Experience: - Advanced Excel skills are a must. You need to be comfortable working with complex formulas to manipulate data. - Experience with real est...

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    I urgently require a professional with a solid background in digital forensics. Your primary task would be to recover deleted content from a PDF, despite the lack of the original for comparison. The recovered data will be utilized for data analysis. Key Details: - Urgency: The project needs to be completed within the next two days, so please only apply if you can meet this deadline. - Purpose: The primary objective is data analysis, so the quality and completeness of the recovered content is crucial. Ideal Candidate: - Strong Background: A professional with proven experience in digital forensics. - Time Management: Ability to work quickly and effectively to meet the ASAP deadline. - Attention to Detail: A meticulous approach to recovering, examining, and presenting the data. - Goo...

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    Explain social learning theory and observational learning using the appropriate terminology. Next, identify and describe an example of something that you have learned at work (recently or in the past, if you are currently not working) using the principles of observational learning/social learning theory. Explain how learning occurred using the appropriate terminology. Conclude your assignment with a brief reflection on how what you’ve learned could be used to demonstrate initiative on the job and how it could it be used in networking conversations or eventually lead to possible leadership opportunities. This is what I do at my current job. When at work I often learn the process of how to build an electric vehicle. I use both observational and modeling approaches when learning. When...

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    I need help with a .dwg file saved via AutoCAD 2020. I'm having trouble opening it using my AutoCAD 2030 due to an error message stating "the file was saved by an application not developed or licensed by Autodesk". I require an expert skilled in resolving such compatibility issues or someone who can provide a viable workaround. Ideal candidate should have: - Proficiency in AutoCAD, specifically versions 2020 - Excellent problem-solving skills - Experience with file compatibility issues between different AutoCAD versions

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    Trophy icon Illustrative PNG File Design 6 days left

    need a design that has the miller lite logo (beer) and says im just here for the beer and nobbies

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    I'm seeking a reliable freelancer to import vendor pricing data into Sage. The data is currently stored in a CSV formatted Excel spreadsheet, with data cleaning required prior to import. The project will entail: - Cleaning the vendor pricing data as required - Successfully importing clean data into Sage Ideal Skills: - Proficient in Excel and its functionalities, especially CSV format - Experience in data cleaning - Demonstrated proficiency in Sage, particularly in data import functions - Attention to detail is crucial for this task This task requires a freelancer with the right blend of skills in Microsoft Excel and Sage software to ensure smooth, error-free integration of vendor pricing data.

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    I am seeking assistance to set up performance reports to compare AB Testing to sales, specifically targeting conversion rates and customer engagement metrics. Key requirements include: - Creating improvised performance analysis layouts and formats. - Clear u...Testing to sales, specifically targeting conversion rates and customer engagement metrics. Key requirements include: - Creating improvised performance analysis layouts and formats. - Clear understanding and interpretation of AB and sales performance indicators. - Comprehensive comparison of conversion rates and customer engagement metrics. Experts with experience in report-building in powerBI. We can supply the data in any needed format, but need someone to build these reports for us and provide the pbix file ...

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    I'm looking for an experienced data analyst to conduct a network meta-analysis on the effectiveness of pain management techniques within orthopaedics. Requirements: - Extensive experience with meta-analysis and statistical methodologies - Background in medical research, ideally within orthopedics - Ability to interpret complex data and present findings clearly Task will include: - Comprehensive study of existing research and data - Comparing differing pain management techniques - Identifying and addressing any potential knowledge gaps Your final deliverable should clearly indicate which pain management techniques yield the most effective results within orthopedics.

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    ...mobile application that can convert CSV files into Wallet Cards for both iOS and Android devices. The main functionality I require from this app includes: - Customizable Card Design: The app should allow the user to customize the design of each generated Wallet Card. - Push Notifications: The app should have the capability to send push notifications for any updates or changes to the generated Wallet Cards. The Wallet Cards generated from the CSV files should contain the following information: - Cardholder's Name - Card Number - Expiry Date - Security Code - Initial Certificate Date The ideal candidate for this project should have experience in mobile app development for iOS and Android, familiarity with Wallet Card technology, and an understanding of CSV fil...

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    I am in need of an individual to help me gather information from residential properties in a specific location on a popular property portal. The desired information includes the property description, price, number of bedrooms, bathrooms, images, videos (if available), floorplans (if available), and location. This data should be compiled and organized into a spreadsheet for easier analysis and comparison. This is not Zillow or any traditional UK or US based portal, the website is specifically a portal focusing on luxury items Key Requirements: - Extraction of specific information from residential properties only - Data to be collected from a well-known property portal - Compilation and delivery of data in a spreadsheet - Inclusion of property description, price, number of bedrooms...

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    I'm in need of a professional who can build a tool that can extract data from LinkedIn. The data I'm interested in includes: - Contact information (email address, phone number, etc.) - Profile information (name, job title, etc.) - Connection network (connections, mutual connections, etc.) I'd like the extracted data to be conveniently structured in a CSV (Excel spreadsheet) format. The primary use of the extracted LinkedIn data will be for lead generation. The ideal candidate for this project should have: - Expertise in web scraping and data mining, particularly with LinkedIn - Proficiency in data handling and structural organization - Proven experience with developing tools for lead generation - Strong communication skills and a good understanding of client nee...

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    I urgently require a proficient programmer who can create a program for me. This program should be capable of copying numbers from an updated in real-time website and then paste those numbers into a text file format. Key tasks include: - Scrape numbers from a certain site that updates in real time. - Paste and save these numbers strictly in a text file. - Ensure the application is user-friendly and effective. Since I didn't specify the operating system, all OS platforms are welcome. Familiarity with web scraping tools and an understanding of different file formats will ensure task success. Time efficiency is crucial; hence, I need this project completed as soon as possible.

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    I'm seeking a proficient MERN Full Stack developer to address the issues highlighted in the JIRA file attached to this project. Your primary responsibility will be to resolve these issues in a timely and efficient manner. The ideal candidate will have the following skills and experience: - Proficiency in the MERN (MongoDB, , React.js, Node.js) stack - Familiarity with JIRA and experience with its issue tracking system - Strong problem-solving abilities and attention to detail - Proven experience in resolving web issues - Ability to work autonomously and meet deadlines Please note that I have not outlined a specific deadline for this project - I am looking for a developer who can address these issues promptly. If you believe you can also implement new features, please let me kn...

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    I'm urgently seeking a freelancer to assist with creating a Microsoft Project file for me. You will be responsible for accurately typing up the project, integrating task management and Gantt chart features, and ensuring that the resource allocation is done correctly. Key deliverables include: - Recreating the project from scratch - Implementing task management features - Integrating Gantt charts for visual representation - Ensuring that resource allocation is accurate The main goal is to update and make changes to my original project file, which I have unfortunately lost. You must have prior experience with Microsoft Project and be well-versed in task management and resource allocation. I need this ASAP.

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    I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion of the project.

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    I am in need of a one-time service to clean out my email database of invalid email addresses that generates too much soft bounce and hard bounce (and spam trap emails). Key Points: - **Objective**: The main goal of this project is to remove outdated or incorrect email addresses from the email database. - **Frequency**: This is a one-time project, not requiring ongoing maint...requiring ongoing maintenance. - **Current Platform**: I use Brevo as my email platform Ideal Freelancer Skills: - Experience with email marketing and database management - Familiarity with Brevo or similar email platforms - Proficient in identifying and removing invalid email addresses - Proven track record of improving email deliverability and marketing campaign results. I supply email addresses in CSV or...

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    Trophy icon Logo for webapp 9 days left

    ...market. Our app specializes in web scraping to gather and compare rental prices from leading car rental websites like DiscoverCars, AutoEurope, DoYouSpain, and others. The name of the app is PriceBook Key Features: Real-time Data Collection: Our software continuously scrapes data from various car rental websites, ensuring that users have access to the most up-to-date pricing information. Price Comparison: The app automatically compares rental prices from multiple providers, highlighting the best deals and most favorable rental conditions. Customization: Users can tailor their search based on specific criteria such as location, rental period, and vehicle type, providing a personalized search experience. User-Friendly Interface: The app features an intuitive and easy-to-use int...

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    I'm looking for a diligent researcher to assist me in gathering prices for new car parts for shipping from Korea to Australia. Will need to be able to effectively research in the Korean language, using translation. Ideal Skills and Experience: - Strong research skills - Ability to read and write in Korean - Excellent communication skills - experience with international shipping ...effectively research in the Korean language, using translation. Ideal Skills and Experience: - Strong research skills - Ability to read and write in Korean - Excellent communication skills - experience with international shipping Key Tasks: - Research and compile price lists for new car parts available for international shipping - Organize the findings in a clear and concise manner for ease of ...

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    I need a web scraping professi...Price Last Price Order book (price and quantity see picture attached) - Bidding details bids book (bid and quantity see picture attached) Authentication is done through twitter, it has to be done manually to access the marketplace Deliverables: - Format: Script that I can run to export the required data in a CSV file. Ideal Candidate: - Proficient in web scraping tools and techniques. - Experience working with online marketplaces and eCommerce data. - Ability to deliver CSV files and automate the process for daily updates would be highly advantageous. - Familiarity with specifically would be a plus, but not essential. Please provide details of previous similar projects you have completed, along with your proposed approach f...

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    I'm in need of a seasoned interior designer with strong Autocad skills to transform my living room into a minimalist wonder. Detailed requirements: - Building a comprehensive Autocad interior design for a living room - Design must embrace a minimalist style - Ability to present multiple design drafts for comparison Ideal candidate: - Demonstrated experience in minimalist interior design - Expertise in Autocad for room layout design - Strong communication skills to translate my vision onto the design

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    I'm facing errors on my Node.js website hosted on a cloud service due to a misconfigured file. I need a skilled freelancer to troubleshoot and correct this, ensuring the proper functioning of specific main functionalities: - Fixing User Authentication: The login and user verification mechanism of the site isn't working correctly. This needs to be addressed to ensure secure access to the platform. - Correcting API Requests: The software is unable to communicate with external services through its APIs. This impacts essential features of the site and needs to be rectified. Ideal candidates for this job should have: - Expertise in Node.js: Proficiency in the language and its intricacies is essential. - Configuration and Debugging Skills: Experience in fixing misconfigured fi...

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    Project Description: We are looking for a talented freelancer to create a realistic 3D model of a washing machine. The model should be provided as a BIM file (Building Information Modeling) and in common 3D formats to be integrated into architectural and planning software. We will provide a JPG image and potentially dimension sketches of the machine. Tasks: Create a detailed 3D model of the washing machine based on the provided JPG image and dimension sketches. Provide the 3D model in the following formats: BIM file (.rvt, .ifc) DWG file (.dwg) STL file (.stl) 3DS file (.3ds) OBJ file (.obj) Ensure the model is suitable for integration into common architectural and planning software (e.g., AutoCAD, Revit, ArchiCAD). Requirements: Experience in c...

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    The program must be compatible with Windows 10, which searches for data inserted from a CVS file, therefore which has the possibility of loading a CVS file (one or more files) which, through a search window, tells me whether a certain value (alphanumeric) is present in the CVS file. If you have uploaded more than one, please tell me which one it belongs to. I already have the initial screenshot to show when starting the software and the one of the search window that I will provide, upon acceptance I will also provide a flowchart that explains in detail.

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    I need a simple PowerShell s...SharePoint Online site. This script will help me get the DocumentID (DocIDRedir) for each folder in a specified document library and then generate a CSV file with the name of the folder and its respective DocumentID. - When a folder lacks a DocumentID, the script should still output the folder name with a placeholder text specified. - The script should also incorporate information about subfolders within each primary folder. Ideal Skills: - Extensive experience in PowerShell scripting is a must. - Proficiency in working with SharePoint Online. - Prior experience with SharePoint DocumentIDs, particularly DocIDRedir. - Familiarity with creating CSV files using PowerShell. In case it is not possible via PowerShell, A Microsoft Graph equi...

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    I require a freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong atte...freelancer skilled in data entry. Unfortunately, I was unable to determine the specific type of data entry needed, total entries required, and the format of the data. However, I am seeking a dependable professional who can adapt to different tasks. Ideal skills include: - Strong attention to detail - Data categorization - Data verification - Data conversion The applicant should be proficient in Excel, CSV, and PDF. This role is likely to involve handling various types of data, so versatili...

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    Hello freelancers! I'm seeking an individual with a background in education and a polished eye for detail to review my paper. The paper focuses on the comparison of flipped classroom strategies versus traditional teaching methods. Specifically, you'll need to: * Review corrections suggested * Provide feedback on structure, flow and argument consistency * Ensure my paper is ready for publication in the domain of "Teaching Strategies" in Humanities and Social Sciences Perfect for those with: * Experience in academic writing and reviewing * Knowledge of teaching strategies, specifically flipped classroom and traditional methods * Excellent proofreading skills With your help, we can make this paper ready for prime time in the academic community. Looking forward ...

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    I have a large file from my old website, saved in an unknown format (likely HTML, CSV, or XML). Key Points: - The file is from my old website, saved in an unknown format. - I have access to the old website's database or server files. - The main goal is to retrieve the articles and media from the old website to publish them on a new website. - The exact format of the file is unknown. It will be a TAR file and it is rather large file (5.9 gb) Ideal Skills and Experience: - Proficient in web development and file parsing. - Experienced in handling legacy website data. - Strong problem-solving skills for dealing with unknown file formats. - Ability to extract, organize, and migrate content effectively. This project requires someon...

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    ...day> Less than 30 hours a week You didn’t do enough work this week More than 40 hours a week You are working too hard!! Example If an employee worked less than 4 hours on Thursday, the message “Insufficient hours worked on Thursday” will be output to the screen. c) Your program should then write each employee record to file and include the following information: • Week Number • Employee ID • Employee Name • Hours worked for each day A sample entry in your text file (or .csv file) might be: Week 2, 123, Vicki Brainsworth, 3,6,8,12,9 Week 2, 345, Joey Genius, 8,12,6,11,7 a list), Data Structure 2. This information will be used later to produce the Employee Weekly Report on the screen after you have entered the work patt...

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    ...the term "fleet tracking devices". This will be an informative piece that also sells the unique aspects of our company. SERP analysis of the keyword: 1. Topics discussed inside of posts or pages, and themes or topics that come up repeatedly: a. Strengths - i. Brands focus on GPS tracking and the selling points of their own solutions which are common GPS device needs. ii. Product list and comparison pages offer a range of solutions. - i. They don’t answer the 3 most common questions: Best, cost and legal? ii. They don’t talk about which devices are best for which purposes iii. They don’t talk about installation on the home pages and landing pages iv. They either highlight the devices or the platform, they don’t connect the two v. The don&...

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    I'm in need of a skilled PHP developer with experience in PrestaShop 1.6 to add new features to my eCommerce website. Your role will involve: - Implementing new features as dictated by the project roadmap, with one activity being importing orders from a CSV file - Possessing a thorough understanding of Prestashop 1.6 is vital, along with a sound knowledge of PHP development - Demonstrating previous experience with similar projects would give you an advantage - Being proactive and communicative, with the ability to work autonomously and efficiently Please include links or details of previous eCommerce websites and similar projects you've worked on in your proposal.

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    I'm in need of a professional website developer to create a webs...website that will primarily serve as a platform to showcase my products and services. The site will consist of less than 10 pages. Key Points: - The main purpose of this website is to display and describe my products and services in an engaging and user-friendly manner. - I do not require integration with any CRM tools. - The site will have less than 10 pages, which is relatively simple in comparison to larger websites. Essential Skills: - Proficiency in web development - Experience in creating websites focused on showcasing products and services - Strong understanding of user experience and interface design This project is a great opportunity for a web developer looking to build a sleek and functional bu...

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    I need help with a personal project. I have a logo file in PNG format, and I need specific wording removed. The wording is "Towing and Recovery". This is the only change I need; no layout or color adjustments are necessary. Ideal candidates will have experience in design software and be capable of editing PNG files, with particular skills in text removal. Precision in maintaining the original design while removing the text would be much appreciated. And providing Vector file/png/jpeg

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    ...user interface to access the Colombia Rama Judicial file analysis system from Infolaftsearch. 2. Functionality to upload files downloaded from the Colombia Rama Judicial website. 3. Processing of uploaded files to extract and structure the required information*. 4. Visualization and filtering of the list of processes. 5. Detailed view of specific process information. 6. Temporary storage of uploaded files in the browser. 7. Functionality to delete data being processed and start a new analysis. 8. Automatic process to delete old records from the database. 9. Recording of deletions for audit and regulatory compliance purposes. Technical Requirements: - Development in Java, NodeJs, or Python languages. - Implementation of API for file processing and database acce...

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    I'm experiencing issues with an Excel file that shows as 'We found a problem with some content...' when trying to open it. The file is 99.7 MB, which may be the issue. File is mainly contact details, text and photos. I've tried Excel's 'Open and Repair' tools with no success. I am aiming to work with an Excel expert who can recover the data without loss, if possible. The freelancer should have: - Intensive experience with Excel - A deep understanding of Excel file structures and experience in fixing corrupted Excel files - Familiarity with various recovery methods beyond just 'Open and Repair' I am looking forward to saving my data with your expertise. Let's discuss a potential solution ASAP. Please include...

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    I'm looking for an Excel expert to repair my medium-sized spreadsheet which is currently corrupted and crashes upon trying to open. Key tasks include: - Diagnosing why the file is crashing upon opening - Recovering both crucial data and restoring the original structure The success of this project is crucial as there is vital information that needs to be salvaged from the corrupted Excel file. Ideal freelancer should have: - Extensive experience working with large Excel datasets - Proven ability to recover corrupted files - Strong attention to detail to ensure all data and structure is accurately restored

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