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    2,000 stacked waterfall chart excel 2016 jobs found, pricing in USD

    I'm in need of a greatly skilled mural artist to inject life into a petite space through creative forest artistry on a wall. Think a peaceful forest encapsulating the breath-taking elements of nature - mature, leafy trees, playful animals and a picturesque waterfall. These elements aren't mere adornments, but integral parts of an oasis that doubles as a meditation zone, reading nook, and an alfresco dining area. A candidate with a proven track record in painting natural landscapes on indoor spaces is most desired. Ability to create designs that visually expand small spaces would be a valuable asset.

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    I'm in need of a skilled developer to create a text-based GPT (Generative Pre-trained Transformer) specifically for analyzing excel outputs and give answer according to user pre-defined questions.

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    Data Entry Virtual Assistant 4 days left
    VERIFIED

    I'm looking for a dedicated virtual assistant to assist me with simple data entry tasks. The data will be provided in handwritten notes. Ideal Skills and Experience: - Proficiency in data entry - Ability to handle simple copy-pasting tasks - Experience with handwritten notes data entry is a plus - Attention to detail and accuracy - Excellent time management skills - Familiarity with tools like Excel or Google Sheets for organizing the data Please note that while the tasks are straightforward, attention to detail is crucial. I'm looking for someone who can deliver accurate and timely results.

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    What we have -------------------------- 1: Excel or CSV file. containing addresses to post letters 2: Letter Quality ( Paper weight, Sizes, Cost per letter etc configuration in JSON array) What we need -------------------- - Standalone PHP Script where we will be able to select an item from provided JSON. - Through DHL API we will validate the provided addresses(in the form of exel or csv) if each individual address is valid - or we should be able to select the areas of over choice over google map is shown in the provided video - this funcationaly is also provided over DHL api I think. and there demographic filters can also be applied which are provided be DHL api also shown in the video Please apply only if you the the required experience. these links may help

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    ...and photos into simple data in Excel format (language is not in English workable when one can use translate and understand the few terms that are there). The ideal candidate will have the following skills and experience: - Proficient with MS office - Expert in handling MS Excel - Ability to follow a specific Excel template provided - Attention to detail to ensure accurate data entry ***The task is very simple and just requires attention to detail. I need mainly 4 Data Rows: 1. Date 2. Payor/Payee 3. Amount 4. Short Description of Transaction (if given in the doc) Please message me to talk about the project and the realistic bid price per Job. Your responsibility would be to ensure that the scanned files and photos are accurately reflected in the Excel...

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    We are an Ecommerce company dealing with variety products and we are looking for a Social Media Ads Manager to join our ...variety products and we are looking for a Social Media Ads Manager to join our team. The tasks includes but not limited to: Creating the ads on different Social Media Platforms Create reports in Excel, and Google Sheets on a daily and monthly basis Turning off the ads which are not delivering the acceptable ROI Creating a new ad for the stopped campain The Ads Manager must be solely free for this project and not committed to any other task, job or study work hours: 6 days a week, 10 hours a day The agent must be fluent in both Arabic and English Must also have good communications skills Can work on Excel Have sufficient experience in Social Media Ads and ...

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    I'm looking for a skilled AI Developer to program module that speaks with AI (Gemini or GPT) as batch analysis of Excel files. Key Responsibilities: - Conducting pattern recognition and insights in the data Ideal Skills: - Strong AI development experience - Proficiency in Excel and data analysis - Ability to automate analysis processes

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    I need a Laravel developer to create a simple, yet effective admin dashboard with user authentication. The template for the dashboard is ready, and the SQL tables have been set up. The main features of this project include: - **Dashboard:** This should display data from the other 3 pages in a list format as well as in a bar chart. - **Page 1 - Callback List:** A simple list of data from the 'callback' table. - **Page 2 - Token List:** A simple list of data from the 'token' table. - **Page 3 - Name List:** A simple list of data from the 'name' table. For the dashboard, I'm looking for a clean, professional design and prefer the use of bar charts for the graphical representation of the data. User authentication should be straightforward, requir...

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    As a dynamic and data-driven company, we're seeking an expert in excel and dashboard creation, who can turn our user preference data into an insightful pie chart dashboard. Key tasks will include: - Analyzing and working with key metrics like product preferences, and communication preferences. - Use this dataset to design and implement an easy-to-navigate dashboard. - Display product preferences using a pie chart. Ideal candidate will: - Have solid experience in Excel and creating data visualizations - Have a precise eye for detail to ensure accurate data interpretation - Have strong communication skills to understand and implement our specific preferences. We look forward to seeing how you can transform our data into valuable insights.

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    I am seeking an experienced Power BI expert who can assist with generating intermediate reports. This role involves: - Working with Excel datasets. - Developing seamless processes to generate user-friendly reports. - Troubleshooting any issues that may arise during report generation. The ideal freelancer should have: - Excellent understanding of Power BI. - Experience in report generation. - Adept knowledge in handling Excel datasets. - An analytical mindset with attention to detail. Proficiency in Excel and experience with intermediate report generation will be highly advantageous.

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    I'm looking for an experienced Excel expert to create a customized spreadsheet for my construction project. The primary usage of the sheet will be for material and labor cost estimation, and I need it to include visualizations in the form of charts for budget allocation. Key Tasks: - Set up the sheet with the right formulas and functions to ensure accurate calculations for material and labor costs. - Design the sheet to be user-friendly, yet professional in appearance. The ideal candidate should have: - Proficient knowledge and experience in using Excel for construction projects. - Prior experience in creating similar spreadsheets with formulas and visualizations. - An understanding of the construction industry and the specific needs of this field in terms of estima...

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    I have a complex Excel file with more than 10 worksheets that I need help with. The project involves three main tasks: data entry, formulas and calculations, and data analysis. Key Responsibilities: - Data Entry: - Ensure accurate entry of information across various tabs - Formulas and Calculations: - Implement necessary formulas and calculations to make sure that the data is accurately processed - Data Analysis: - Utilize Excel functions for data analysis Skills and Experience Required: - Proficient in Excel, including strong skills in data entry and formula creation - Experience in data analysis and visualization would be a plus - Attention to detail and accuracy are crucial as the data is spread across multiple tabs This is an urgent project and I woul...

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    ...features. Key Requirements: - Integration of TradingView API: The core focus of this project is to provide users with access to real-time market data and the ability to perform advanced technical analysis using TradingView's robust charting tools. - We will provide the datafeed with indicators required via web socket , the app will use this data and display a real time live chart on the app. You only need to do this chart on the app. No other funtions required. - Cross-Platform Development: You should have experience in developing cross-platform applications that run smoothly on both iOS and Android devices. flutter prefered. Ideal Skills and Experience: - Proficiency with TradingView API: Prior experience working with the TradingView API will be highly beneficial ...

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    Hi there! I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a plus.

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    I'm seeking an expert in Python and VBA who can develop a real-time data statistical analysis tool for use on Windows. The tool must be able to process financial data. Though the format of my data wasn't specified, please be ready to handle a diverse range of formats, including but not limited to CSV files, SQL databases, and Excel files. Skills and Experience: - Mastery of Python and VBA - Experience with statistical data analysis - Familiarity with financial data - Proficiency in handling diverse data formats. - Skill in working on Windows OS. Ultimately, I require a reliable system for my ongoing financial data analysis needs. Your track record of similar successful tasks will be a plus.

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    I'm in search of an expert in MS Excel to help me with an advanced task involving formula creation. This project requires knowledge of macros and pivot tables. Your primary responsibilities will include: - Developing and implementing complex formulas in Excel - Ensuring the data is correct and displayed properly - Creating macros and pivot tables - Providing any insights that can help improve the overall process The ideal candidate should have: - Proven experience in advanced Excel tasks - In-depth understanding of macros and pivot tables - Ability to communicate effectively and provide clear progress updates - Attention to detail and accuracy in data analysis and formula creation

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    ...longer-term moving average (e.g., golden cross). RSI Oversold: Identify stocks with RSI readings below a certain threshold (e.g., 30), indicating potential oversold conditions. Volume Spikes: Identify significant increases in trading volume coupled with price increases. Breakouts: Detect when a stock breaks out above a prior resistance level or consolidation range. Bullish Chart Patterns: Recognize classic bullish chart patterns (e.g., cup-and-handle, ascending triangle, inverse head-and-shoulders) using pattern recognition algorithms. Fundamental Analysis (optional): Integrate additional data sources to consider fundamental factors, such as earnings surprises, new product launches, or acquisitions. Implement sentiment analysis on news articles or social media data re...

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    I’m in need of an experienced Excel software engineer who specializes in automation. The project revolves around automating data entry tasks in Excel. We are an accounting firm and I am looking to automate my compliance practices. Tasks include 1) rolling forward previous year excel work papers 2) taking information from. Client data sheets (excel) and importing into new excel workpaper workbook 3) data analytics based on metrics 4) hyperlink to source data Ideal candidates should have: - Proven experience with Excel macro programming and automation - Ability to work with numeric and legal data - Strong attention to detail to ensure data accuracy This will be a valuable addition to our workflow. Looking forward to your proposals.

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    ...need an Excel expert to create a comprehensive spreadsheet to track and calculate project costs, revenues, expenses, and profits. Specific calculations required include sum, average, percentage. The Excel sheet should track the following: - Project cost - Project revenue - Project expenses - Percentage of account receivable - Percentage of account paid - How the client paid after tax - Description for the costs - Percentage of the costs - Percentage of the profit before tax - Percentage of account receivable before tax - Date of payment The data presentation in the spreadsheet should be in the form of tables and graphs. Experience with financial data analysis and management is vital. Understanding of cost and profit calculations, as well as capability to implement adv...

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    I'm seeking a professional to provide advanced technical support for my desktop software that runs exclusively on Windows. Specifically, 2016 windows office and current outlook, not recognizing Recent emails, calendars, and inbox sub folders Key Responsibilities: - Offering prompt and effective solutions for any software-related issues that may arise - Conducting in-depth troubleshooting and analysis to identify the root cause of the problems - Ensuring that the software runs smoothly, and that any potential technical challenges are preemptively addressed - Providing clear and concise instructions for users on how to resolve common issues Ideal Candidate: - Proven experience in providing technical support for Windows software - Strong knowledge of how desktop applications wor...

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    We are looking for freelancer for technological catalogues redesign and build in adobe indesign. Freelancer should be expert in adobe indesign, photoshop, ilustrator. We provide example project templates in adobe indesign, source data in pdf and excel. Based on source data our catalogue should be created and redesigned as template project. Project should be done in adobe indesign for printing and web

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    PDF to Excel Data Entry 3 days left
    VERIFIED

    ...file with over 50 pages of data in mixed formats - text, numbers, and tables. The task is to accurately transfer this data into an Excel spreadsheet in a tabular format. Key requirements: - Data entry from a PDF file into an Excel spreadsheet - The data is of moderate complexity, so a good understanding of Excel is needed - The output should be a well-organized and clean Excel spreadsheet Ideal skills for this job: - Proficiency in data entry and working with large data sets - Advanced Excel skills, including the ability to work with mixed data formats - Attention to detail and accuracy to ensure the data is correctly captured - Experience with PDF to Excel data conversions would be a plus Please note that while the task is to transfer data,...

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    I am in need of a 3D modeler who can create a realistic and detailed 3D model of a waterfall landscape in Blender. Basically, I am working on a mobile app that I want to use AR in. Given this, I want to create 3D models as realistically as possible to the real image which will be of landscape location like waterfalls or pools or lakes. I will need over 10 locations but since this is only a test or trial cause I am not sure how/if it will work in my app as yet, I only want 1 model. If I like what you do, i'll use your for what else is needed, but only if I like it. I have attached an example of a waterfall and it's 3D model, What I am looking for is something even better. So is what i'd want the model of. Key Requirements: - 3D Modeling: You must be proficie...

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    --- ### Job Title: Excel Sheet Creation for Job Tracking and Payment Calculation **Description:** I need a custom Excel sheet to help me track jobs completed by my installers, including details about each job, such as dates, customer information, and payments. The sheet should be able to automatically calculate the total number of jobs done and the total payment owed to each installer. **Requirements:** 1. **Job Tracking:** - Columns for the date each job was completed. - Columns for the job details including customer address and account number. - Columns for the installer assigned to the job. 2. **Payment Calculation:** - Ability to input the payment rate per job. - Automatic calculation of the total number of jobs completed by each installer. - Automat...

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    Just a quick bit of help needed in excel macro writing. See attached before and after showing a piece of the original data. and what i neeed the macro to achieve. WHAT IM ASKING If two adjacent cells in column b are equal, then add cells adjacent column c cells, put the result in the first column c cell and remove the duplicate row. AEE ATTACHED png. I need a tailored solution for a data manipulation task within Excel. Specifically, I am looking for an Excel macro that can accurately merge cells based on their adjacency. Essential skills and experience should include: - Expert knowledge of Excel and its macro functionality - Prior experience with data manipulation tasks such as merging cells - Understanding the rules or criteria for merging specificall...

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    I am looking for an expert who can as...expert who can assess and modify an existing Excel macro for compatibility with Excel for Mac 2019 or later. The current macro mainly handles formatting tasks within the Excel file. Key Requirements: - Assess the current macro's compatibility with macOS - Modify the macro to ensure compatibility with Excel for Mac 2019 or later I don't have a strict deadline for this project, so you can work on it at your own pace. However, I am looking for someone who can get this done efficiently and effectively. Feel free to ask any questions for more information. Ideal Skills and Experience: - Proficient in Excel VBA and macros. - Extensive experience in adapting macros for cross-platform compatibility. - Knowledge ...

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    ...AI assistant with a focus on language understanding and real-time conversation support. Key Features: - Cross-Platform: The app should be developed for both iOS and Android, ensuring a wide user base. - Page Translation: Users should be able to translate live any page on their phone. - AI Assistant: The AI assistant should have the ability to provide information on various topics and should excel in language understanding, helping users with translation in real-time conversations with others. - Live Translation: The app should provide a smooth live translation experience for conversations. Ideal Skills: - Proficiency in React Native for cross-platform development. - Experience in building apps with live translation capabilities. - Strong background in AI development, specifi...

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    I'm looking for a graphic designer to enhance a wellness wheel chart. The chart is currently in PDF format, and I wish for it to be redesigned with a bright and vibrant color scheme. Key requirements include: - Updating the design elements, focusing on a new, vibrant color palette - Remove old text and logo and add new text - Ensure the chart remains clear, visually appealing and easy to read - Incorporate icons or symbols in a strategic way - No interactive elements are needed for this project Ideal candidates will have experience in graphic design, particularly in creating visually appealing and user-friendly charts. Experience in wellness or health-related design would be a plus. A good understanding of color theory and layout design is essential. I can...

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    I am in need of a freelancer who can accurately convert my PDF files into Excel. The materials consist mainly of printed, electronically generated text. Given the nature of the work, the ideal candidate should: - Be proficient in both PDF and Excel formats - Have an eye for detail to ensure accuracy - Have experience dealing with extensive text documents - Possess strong typing and data entry skills Please bid if you fully understand the tasks and feel capable to deliver high-quality results. Your attention to detail and commitment to accurately completing tasks would make you an ideal candidate for this project.

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    ...The primary task is to ensure that new columns added to the database are correctly displayed in the Excel report generated by the application also fix some minor areas that will discuss in detail Key Responsibilities: - Troubleshoot and fix the issue of new columns not being displayed in the Excel report - Ensure that all relevant data is correctly fetched from the SQL Server 2019 database - Implement a seamless solution that does not affect the overall functionality of the application Ideal Skills and Experience: - Strong proficiency in C# programming language - Expert knowledge of SQL Server 2019, including stored procedures and functions - Prior experience with similar tasks involving Excel report generation from SQL data - Excellent problem-solving skills and ...

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    For my project, I'm looking for a highly detail-oriented professional with brilliant Excel skills. Key responsibilities include: - Managing and transferring both numerical and textual data in an Excel spreadsheet, ensuring the correct placement into columns marked by letters (A, B, C, etc). - You'll not be required to order the data in any specific way, just transfer into the appropriate columns. Skills & Experience: - Proven record in data entry tasks - Strong Excel skills - Ability to understand and interpret numerical and textual data Looking forward to your bids and kicking into this project soon!

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    ...underwriting model for a multi-family property that will assist in calculating the internal rate of return (IRR) and equity multiple. - This model should also include waterfall projections that cover profit splits, with and without preferred returns. Additionally, I require a clear, user-friendly format that is easy to understand for someone without an extensive financial background. The ideal candidate for this project should have a strong background in finance, specifically in multi-family real estate. In summary, the main deliverables for this project are: - Underwriting model for a multi-family property - Multiply Waterfall projections for profit splits, model with and without preferred returns IF a model is built with INPUT cells that unlimited versions could ...

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    I'm in need of an experienced data entry specialist who can assist in uploading 850 products onto my online store. You will be provided with the necessary product information (description, price, specifications) in the format of Excel/CSV files. Your tasks will include: - Accurate data input of all relevant product details - Verification and correction of any existing data entries - Ensuring all listings are in sync with their corresponding inventory Ideal Skills: - Experience in data entry, particularly e-commerce product listing is preferred - Proficiency in Excel - Attention to detail and accuracy are extremely essential - Fast typing speed with a keen eye for details. Please only bid if you have relevant experience, and can start work promptly.

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    ...on TradingView. The primary focus of the indicator will be centered around support and resistance levels which will use 10 candlestick pattern . The indicator should be able to effectively analyze and identify key levels, and I would expect it to provide clear signals for breakouts and bounces. Optimally, the indicator should be able to: - Accurately plot support and resistance levels on the chart - Generate clear, easy-to-understand signals for potential breakouts and bounces The ideal candidate for this project would be highly proficient in TradingView's Pine Script, with a strong background in developing custom indicators. They should also have an in-depth understanding of technical analysis principles, particularly in relation to support and resistance. Strong commun...

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    I'm looking for a professional who can assist me with the typing of my novel manuscript. Your responsibilities will include: - Accurately typing out my novel - Formatting the typed content into an e-book format The ideal freelancer for this job would be experienced in: - Typing - MS Word - Excel calculations - E-book formatting Having an RS-CIT certificate would be a major plus. The ability to pay close attention to detail and produce error-free work is paramount. Experience in typing and formatting novel manuscripts is highly preferred. Finally, quick turnaround time is necessary for the successful completion of this project.

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    I'm looking for an experienced freelancer who can create an Excel calculator for historical cryptocurrency prices from Binance and Luno. The calculator should also include fiat exchange rates for major currencies such as ZAR/USD bank sell rates Key Requirements: - Retrieve historical price data from Binance and Luno - Incorporate USD, and ZAR exchange rates - Organize the data and create user-friendly interface - Ensure accuracy and reliability of the calculator - Prioritizing the preservation of data privacy Ideal Skills: - Proficiency in Excel and data manipulation - Familiarity with cryptocurrency exchange APIs - Knowledge of major fiat currency exchange rates - Strong analytical and problem-solving abilities Please include your relevant experience in your applicat...

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    I would like to see the result statistic in %. Important, when i refresh the excel i always want to see the last 5, last 10 and last 15 results.

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    I have an excel file, need add product categorie on a column - budget 100€

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    Implement Mac Filtering to allow specific Mac addresses to connect to a Windows Server 2016 and Windows 10 via Remote Desktop Protocol (RDP). Disable Right Click functionality for RDP users. Restrict Copy-Paste functionality (Ctrl+C, Ctrl+V) for RDP users. Implement measures to disable file transfer capabilities for RDP users.

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    I am looking for a freelancer to assist with cleaning and analyzing a small dataset in Microsoft Excel. Key Responsibilities: - Data Cleaning: The dataset includes multiple columns and rows that need to be checked for inconsistencies, errors, and duplicates. - Data Analysis: After cleaning, I need the freelancer to perform basic data analysis to extract meaningful insights from the dataset. Ideal Skills: - Proficiency in Microsoft Excel and experience with data cleaning and analysis. - Attention to detail to ensure the dataset is thoroughly cleaned. - Basic data analysis skills to interpret the dataset and present the findings in a clear manner. Please note that the project does not require any specific tools or methods for analysis, but any experience with Pivot Tables,...

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    Hello, I need complet the Amazon categories catalogue excel in french

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    I'm in need of a freelancer with a high level of proficiency in Microsoft Excel to use conditional formatting over different tabs to help visualize duplications in large sets of numerical data. Ideally, you should not only be skilled in Excel, but also possess a keen eye for patterns and detail. Your job will encompass: - Applying conditional formatting across multiple tabs. - Highlighting duplications in numerical data. - Ensuring easy readability and understanding of the data presented. An understanding of data visualisation techniques would give you a competitive edge for this project. This task will require a close attention to detail and a strong understanding of Excel's conditional formatting tools.

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    ...Description I'm currently in a bit of a tight spot. A Windows Server 2016 web application () was recently moved from a US provider to the by a non-professional freelancer. Unfortunately, after less than a week, the system has stopped working. I found out recently he has installed the application in Centos 7 (Linux) instead of Windows against my guidelines. In light of this, I am seeking a highly skilled professional to help me reinstall the system from the copy to the Window Server 2016 environment. The job involves the following steps: 1) Change the OS from Linex to Windows Server 2016 or Higher Use the copies of the site and desktop (will be uploaded when you accept the job) 2) Download Windows Server 2016 II, Office 2019, , .NET Framework 4.7 or 4....

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    I have a small dataset of less than 1,000 rows that requires both data cleaning and formatting. Additionally, I need assistance with data analysis and visualization. This is a one-time project, and I am looking for a skilled individual to handle this for me. Ideal Skills and Experience for this project: - Proficiency in Excel is a must. - Experience with data cleaning and formatting. - Ability to perform data analysis and create visualizations. - Attention to detail and an eye for accuracy.

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    Modify Excel Macro for macOS 2 days left
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    I have an Excel file with a macro that I need to be updated for compatibility with Excel for Mac 2019 or later. The current macro's compatibility with macOS is unknown to me, and I need an expert to assess and modify the code as needed. Key Requirements: - Update the existing macro for compatibility with Excel for Mac 2019 or later. - Ensure the modified macro functions correctly on a MacBook Pro 2018 intel OS Ventura. Ideal Skills and Experience: - Proficient in Excel VBA and macros. - Extensive experience in adapting macros for cross-platform compatibility. - Knowledge of macOS compatibility issues with Excel macros.

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    I'm seeking an experienced Project Manager to take over the planning and organi...experienced Project Manager to take over the planning and organization of an IT project. Responsibilities and Tasks - You will primarily be in charge of project planning and organization. Preferred Methods - A Gantt chart should be used for effectively planning and coordinating the aspects of the project. Industry Knowledge - A firm understanding of IT and Software industry is required. With your industry knowledge, you can guide our team effectively. Ideal Skills and Experience - Prior experience in project management, especially in the IT industry. - Proficiency in Gantt chart for project management. - Excellent team coordination and communication skills. - Adeptness with budget an...

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    ...Unleashed. The primary goal is to optimize 3pl, ordering and inventory management by streamlining the process across both instances. Must be able to get Unleashed platform to talk to our clients unleashed account. Providing live stock updates order from one to another live and automating all this. This will need to be completed this week and no later as we have a tight deadline to achieve this. Flow Chart, Shopify Order > Unleashed > (Updates stock levels on clients unleashed as well as our own)> Send order to clients unleashed. Client uploads new stock > updates our unleashed account. Key Tasks: - Inventory Management: Ensure that inventory data is synchronized in real-time between the two instances of Unleashed. This will help in managing the stock levels effe...

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    I want to make a Incentive structure in the attached excel. I am paying incentive to my staff. I have different types of incentive policy Each Incentive calculation is starting from the month "m" It will be accumulated and the Incentives will be paid on every month of "n" The process will start again and will repeat again. This process will depend upon the value that I am putting in the cells of "m" and "n". You have to correct the formula I have given in the sample or you can make a new formula

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    I have a small project that requires the entry of structured text data. The project will involve: Ideal candidate would have a strong attention to detail, excellent organizational skills, and a background in data entry. Experience with structured data formats is a plus. This should be a fairly quick task, but accuracy is key. I will share you more details in via chat box. Thanks

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    I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.

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