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    2,000 microsoft excel data extract jobs found, pricing in NZD

    ...skilled developers who can pull text data from our API and utilize it to create a dynamic search result page on our website. This page should primarily serve as an information provider to our users. Key Requirements: - Data Extraction: Your ability to proficiently extract the text data from our API is essential. - Search Result Page Development: You should be able to develop an interactive search result page that's user-friendly and informative. - Visualisation: I would like the search results to be visualised in the form of table and simple chart - so experience in data visualisation and presentation is a must. Ideal Skills: - Proficiency in handling APIs and data extraction techniques - Strong background in web development and design -...

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    ...designed, so it will be in InDesign format. The Word file is 52 pages but this can be condensed somewhat. I will supply an INDD file that I have started that has all the paragraph styles to use and apply. Cover and back cover is already done. Ideal Skills and Experience: - Demonstrable experience in book design using InDesign - Must have the latest Creative Cloud software and Typekit fonts - Extract images from Word file and place them into INDD file - Proficient with paragraph styles, GREP, and character styles, ensuring consistent application to text - Ability to work collaboratively or independently as required - Attention to detail is crucial, as the book contains a lot of text, image and product codes - Work out where the page breaks should go, use common sense - Understa...

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    I require a professional with a keen understanding of both Excel and iOS Numbers to convert a single-sheet Excel spreadsheet into an iOS Numbers document. The converted document will need to retain multiple functionalities including: - Basic calculations - Data visualization - Conditional formatting No data interdependency or connectivity with other aspects is required in this case. The ideal candidate should have significant experience with data conversion between these two platforms and a solid grasp of maintaining functionalities in iOS Numbers. Familiarity with creating visually engaging spreadsheets will be highly regarded. I would like to have conversation with someone to make sure I am asking for something reasonable and to clarify exactly what...

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    SEO Specialist Needed -- 2 6 days left
    VERIFIED

    ...to work with me to achieve great rankings. If I say something needs tweaked a bit, I expect the team to listen to my desires as long as those desires will reach the end goal. While working on the main keywords, I expect additional keyword phrases to be used in Chat GDP blog and wiki articles that would benefit the website. That way not all backlinks will be from the list of 20. We can use our excel sheet from previous projects for this. I should see a drastic increase in DA and PA of the website. Post the phrase #seoGuru so I know you read and understand and agree to these terms. Post the sentence in your bid: "I understand and agree to the terms and conditions set forth in the project description. I agree that not following instructions will be grounds for termination a...

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    I'm in need of an MS Office expert, specifically proficient at Microsoft Word. The primary mission is to guide and collaborate with me in exploring advanced features within this application. Key Tasks: - Provide robust understanding of advanced MS Word features - Work collaboratively to implement these features Ideal Skills: - Comprehensive understanding of MS Word - Practical experience in using advanced features - Good communication and explanatory skills NOTE: As the specifics concerning these advanced features were not provided, a versatile skill-set and willingness to adapt are key.

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    I have a baseline construction schedule built already; it has around 1000 activities, the schedule is cost & resource loaded. I will provide the update in excel (actual start, actual finish, actual cost), the monthly activities that needed to be updated (actual date & Cost) around 100 activities every month. Please note sometimes I need to provide you comments on the schedule update, so you need to fix the comments. I need you to update the start/finish date and insert the actual cost monthly (once every month). Plus, prepare small narrative report including some P6 PdF. I have the P6 layouts I will share with you. I have the report and layout built in already and I will share it with you. Finally, send me XER file, and Narrative report every month. It is very important y...

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    I have a JPEG image flowchart that needs to be converted into a Word document. Here’s what you need to do: - The flowchart must be created to match as the attached image - The text must be extracted from the image and put into...be converted into a Word document. Here’s what you need to do: - The flowchart must be created to match as the attached image - The text must be extracted from the image and put into the Word document. - The formatting of the text should mirror the image’s formatting. - All images and graphics from the JPEG should be included in the Word document as well. I need someone who is proficient in Microsoft Word and preferably has experience with image-to-text conversion. Your attention to detail is crucial to make sure that the document looks...

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    I am in need of an Excel relational database. The database should have the functionality to enter values automatically from an attached worksheet. The entry of these values will be based on specific criteria, more specifically, column values. Required Skills and Experience: - Strong knowledge and proficiency in Excel - Experience in database creation, management, and optimization - Understanding of data entry and data analysis - Proven experience in creating reporting capabilities within Excel. Using the "Reference data" tab, when the value in Column B is entered in the "Example worksheet" the corresponding values should automatically populate - Tariff code, Duty rate, CPF.

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    LOOK AT THE FIL...arguing that information and understanding can be a powerful tool against discrimination. Your proposal will demonstrate: - Deep understanding of the problem: the struggles parolees face when trying to secure housing - Clear plan of action: how community awareness programs can alleviate this issue - Benefits: how reducing discrimination could lead to a more inclusive and supportive society To excel in this project, you should have: - Exceptional skills in persuasive writing - Knowledge of recent legislature related to housing and parolees - An understanding of discrimination in housing applications - Experience in generating community-based solutions or policies Let's build a case to uplift this marginalized group, charting a path to fair and inclusive hou...

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    I'm in need of an Excel expert who can help me create a sophisticated formula for data analysis. The data I'm working with is moderately complex, involving multiple variables. It's all housed in Excel spreadsheets. Ideal Skills and Experience: - Proficiency in Excel, with a focus on complex data analysis - Experience in creating advanced formulas for data manipulation - Strong understanding of data structures in Excel and how to work with multiple variables - Previous projects involving statistical analysis would be an advantage I'm looking for someone who can not only create this formula, but also explain its function and how to adjust it for future data sets. Please provide examples of similar ...

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    I need help in extracting or scraping customer data from Telegram channels and Groups. The main goal is to invite these subscribers to my own channel. Key Results: - Extract or scrape customer data from specified Telegram channels or Groups - Provides a complete list of extracted customers - Ensure customer data is ready to easily import into my channels for invitations Ideal Skills & Experience: - Proficiency in web scraping tools and techniques - Experience with Telegram algorithms - Experience with Telegram API or similar platforms - Proven track record in handling and managing large amounts of data - Strong communication skills to provide detailed project proposals Please ensure that your application contains a detailed project proposal. Note:...

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    I am in need of a seasoned Microsoft Access developer to create a comprehensive database solution for my business needs. Key Project Details: - I require a robust database with more than 10 tables. - The database should feature data entry forms for easy information input. - It should have advanced error-checking capabilities to ensure data integrity. - Reporting and analytical functionalities are essential for tracking business performance and making informed decisions. Ideal Skills and Experience: - Proficiency in Microsoft Access and database design. - Strong track record of developing complex databases with user-friendly interfaces. - Experience in data validation, error checking, and report generation. - Excellent understanding of business proces...

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    I'm in need of a Java developer to create a standalone application for a small school. The application will be used to manage student records, various school resources, and facilitate communication with parents. Key Features: - Student Records: The application should be able to manage and track student progress through interactive line charts. - School Resources: The app should also ...Java development, previous experience in creating similar applications, and are confident in managing school resources and building a parent communication portal, feel free to bid on this project. I would need a preliminary discussion to assess the possible architecture/technologies. The initial bid if for the first module (main page, students list, DB, add/edit/delete students, load student data...

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    IRR Spreadsheet Enhancement 6 days left
    VERIFIED

    ...Return) spreadsheet aimed at financial analysis. The main requirement is unspecified modifications, suggesting that I need a freelancer who can intuitively understand how to improve the spreadsheet based on its current state and purpose. The IRR spreadsheet is used mainly for analyzing financial data, with a specific focus on calculating the Internal Rate of Return. Ideal Skills Required: - Expertise in financial analysis, particularly in calculating the Internal Rate of Return - Strong understanding of Excel spreadsheets, their functionalities, formatting, and calculation adjustments - Ability to assess existing tools and intuitively suggest and implement improvements. Please do not bid if you are not Ali, as this project has been dedicated to him. Others, please resp...

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    I need an intricate Excel model to calculate a cumulative threshold commission scheme, tailored to three varying levels of seniority: Junior, Mid-level, and Senior. The model needs to be exceptionally flexible and versatile to allow for easy manipulation and scenario planning. Key Requirements: - Create a multi-level commission scheme: The model should have different commission percentages for each level of seniority. - Cumulative Threshold Calculation: Incorporate a mechanism to calculate cumulative thresholds. - Revenue Generation Calculation: Develop an accurate formula that calculates the revenue generated. - Flexibility in Threshold Percentage: Ensure that the threshold percentage can be flexed. - Cash Retained in the Business: The final model should account for cash retained...

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    I'm looking for an expert with excellent Microsoft Word skills. The primary task is to quickly create a front and back newsletter template that fits 11x16 sheets for me. This template will serve as a crucial vehicle for small businesses to advertise their products or services. Below are the key points to understand: • Your design should be impactful and visually appealing to ensure readers' engagement. • You should have a sound understanding and experience of creating templates using Microsoft Word. • I will appreciate it if this task can be done ASAP if possible. I need to have a micro size bee available to hide in a different ad each week. Skills Required: • Newsletter Design • Microsoft Word • Template Design • ...

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    I need an expert in Excel spreadsheet and dashboard creation to help me with a project related to the management of properties. The project involves the following tasks: - Data analysis - Formulas and calculations - Data visualization The data to be used in this project will mainly revolve around a situation room containing property under management status and updates. Specifically, the dashboard should track and monitor the following key metrics: - Rent collection and payout status - Tenant and business complaints - Contacts details - Contracts status - Property profits - Property location - Owner notes - Comments If possible to have it as geolocation kml as a copy I'm looking for someone with strong experience in creating dashboards and spreadsh...

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    ...web application developer with expertise in using Python for backend development, JavaScript and HTML for frontend. Key Components: - Backend programming using Python - Frontend programming implemented with JavaScript and HTML Key Functionalities: - Database Integration: The software developer should be able to create a seamless link to an existing database and enable secure data exchanges. there is already excel .xlsx file in the folder - API Integration: The project includes integration of specific APIs to provide essential functionality for the Web Application. Purpose of the Project: - The main goal for this project is to develop a functional web application and host it either on a server or GitHub. The application isn’t static and employs IT-technical featu...

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    I have the attached images , I need it to be in excel form.

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    I'm in need of an experienced web scraper, proficient in Python, to gather pricing data from a range of websites. Key Requirements: - The scraper must specifically target and extract pricing information. - The project involves scraping data from a moderate amount of websites (between 1 to 5), so the ability to efficiently manage multiple sources is a must. - The final delivery should be not just raw data, but organized and cleaned data. Ideal Skillset: - Proficient in web scraping tools and techniques, especially with Python. - Experience with handling and cleaning data. - Ability to manage multiple sources of data effectively. - Experience in working with pricing data is a plus. Please bid if you meet these requirements and...

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    ...seeking a skilled Microsoft Office 365 Certified Professional with significant experience in data analysis and report generation for a 30-day log-in report. Key Requirements: - Analysis of User, Device and Geographic location log-in activity - Identification of unusual log-in patterns and suspicious activity (IP addresses highlighted in red specifically) Deliverables: - Written report: A comprehensive analysis of the log-in data, detailing key findings and insights - Graphs and charts: Visual representation of the data and trends identified in the analysis The ideal candidate for this project should have: - Proven experience in data analysis, with a focus on Microsoft Office 365 platforms - Strong analytical skills, able to identify and inter...

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    I am in need of a proficient data entry operator, for a smaller task of less than 100 entries. The data will be provided to you in the form of scanned documents and you will be required to interpret and enter this data accurately into an Excel worksheet. - You should have experience with data entry from scanned documents into Excel and attention to detail is of utmost importance here. - Understanding of Excel basics is also required for successful execution of the task. - The format of data delivery will be an Excel worksheet. Proficiency in English and a strong attention to detail would be ideal attributes for this task.

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    I'm in need of a skilled Excel professional to assist with data analysis tasks. The primary focus will be on trend analysis and results should be presented in the form of detailed reports. Key requirements include: - Proficient in data analysis using Excel - Experience with creating reports - Attention to detail - Ability to communicate complex data in a clear and concise manner Please only apply if you have experience in trend analysis and report generation using Excel.

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    I am in need of someone who is capable of typing a Word document in Hebrew based on scanned pages. The content in these pages are purely text and some images. Skills and Experience required: - Excellent understanding of Hebrew language - Proficiency in typing in Hebrew - Experience with OCR technology to extract text from images - Proficient in Microsoft Word Please note, the scanned pages do contain images in Hebrew. The final Word document should reflect the original content as accurately as possible, including these images. Your attention to detail and ability to replicate the content faithfully is crucial. This project would be ideal for someone with a background in translation or transcription.

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    Hello, I have a plugin that does scrapping, it is in WordPress but it stopped working when the other website placed Cloudflare. I want you to transfer it to Python and extract the information without problems. The plugin has a cronjob that I configure at the time I want it to review. The plugin extracts the data and leaves it in WordPress in a draft state The website I scraped is this

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    Urgently seeking a proficient Microsoft Excel user to help input a mix of numeric and text data into a CSV file. Your skills and experience should encompass: - Mastery of Microsoft Excel - Wide-ranging background in data input - Solid understanding of CSV files - Ability to work quickly and accurately The project is immediate and time-sensitive. Appreciate your prompt attention and swift action. Looking forward to your bids.

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    I am in immediate need of an Excel specialist who is well-versed in formula troubleshooting and fixing. There are 4 formulas that require attention; unfortunately, I am unable to enumerate them as I skipped that information. However, here's what I can provide: - Detailed description of how each formula should function - Expectations for the fixes I'm looking for individuals who are confident they can rectify the issues and can offer neoteric solutions. This project requires more than just experience, a resourceful approach to problem-solving is necessary. The application must include: - Detailed project proposal The proposal should provide clear insight into your troubleshooting steps, planned adjustments, and method of testing the new formulas. Time efficiency, ...

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    I am looking for a freelancer to assist me with a typing project. The project involves typing more than 100 pages of PDF documents. Requirements: - Proficient in typing and attention to detail - Ability to follow instructions and work independently - Experience with typing PDF documents is preferred but not required Specifics: - The documents do not require any specific formatting and can be typed in any standard format. - The freelancer has the freedom to choose the most suitable formatting for the documents. Skills and Experience: - Excellent typing speed and accuracy - Strong attention to detail - Ability to work independently and meet deadlines Please provide a sample of your previous typing work. Thank you for your interest in this project!

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    I am seeking a developer to create an Excel-based order placement tool for TradeStation, utilizing EasyLanguage. This tool will be designed to execute trades based on alerts from a specific indicator and strategy. Key functionalities should include support for OCO (One Cancels the Other), OSO (One Sends Other), and Basket orders. This is a fixed-price project. Payments will be released upon successful completion of predefined milestones. Please contact me if you're interested in this opportunity.

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    I'm looking for a skilled developer who can create a web application that can read data from multiple sources like Excel files, XML files, and APIs, and then match, aggregate, and save this data to a database. Requirements: - The web app should be able to read data from Excel files, XML files, and APIs. - The application should have the capability to match and aggregate data from these different sources based on specific fields, data types, and unique identifiers. - The end goal of the data matching and aggregation is to save the data into a database. Ideal candidate should: - Have experience in developing web applications that work with various data sources - Be proficient in database management and data a...

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    I'm in need of a professional who can install Google GA4 on my WooCommerce store and help me leverage it to improve my eCommerce sales. Although I have an existing Google Analytics account, I'm not familiar with GA4 compared to Universal Analytics, and could use some guidance and expertise in this area. Ideal skills and experience f...guidance and expertise in this area. Ideal skills and experience for the job include: - Proficient in Google Analytics and setting up GA4 for eCommerce. - Strong understanding of eCommerce sales tracking and optimization. - Excellent communication skills to explain the process and benefits to a beginner. Your expertise will be invaluable in ensuring that the installation is smooth and that I can extract the maximum benefit from GA4 to bo...

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    We are seeking a Microsoft Computer user from Malaysia to join our team. The ideal candidate will have extensive knowledge and experience in computer and be proficient in various Microsoft technologies. As a Microsoft Computer expert, you will be responsible for developing, testing. and debugging software applications, as well as providing technical support and troubleshooting assistance. The successful candidate must have strong problem-solving skills, attention to detail, and the ability to work independently or as part of a team. Skills required: - Strong proficiency in Microsoft applications - Expertise in computer programming and writing - Problem-solving skills - Attention to detail - Technical support - Troubleshooting This is a medium-sized project with ...

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    I'm seeking a proficient Excel VBA coder to create a system that automates data entry from Excel files. The task involves: - Creating a VBA function that can input data automatically into my current system. - Implementing a data sorting feature as part of the data entry process to ensure that all data is easily read and interpreted. The ideal freelancer should have the following skills and experience: - Proficiency in Excel VBA - Experience with automated data entry - A solid understanding of data sorting techniques. This project requires precision and attention to detail. It should not only meet the needs listed above but also enhance data accuracy and save time.

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    I am in need of a virtual assistant to help me with updating sales data and making edits to my Microsoft Office Word documents. Key Responsibilities: - Daily updating of sales data in Google Sheets. This includes product sales, customer sales and monthly sales. - Basic level of expertise is all that's required for Google Sheets and Microsoft Office. I am looking for a trustworthy individual who can handle this task efficiently and accurately. Your primary focus will be ensuring the sales data is up-to-date and that any necessary edits to Word documents are completed in a timely fashion. Ideal Skills: - Experience with Google Sheets and Microsoft Office is essential. - Attention to detail and accuracy. - Strong communication skills. -...

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    ...Appointment letter - Joining letter - Relieving letter - ID card for employes - company logo - offer letter The primary purpose of these templates is to ensure all our employee documentation is standardized and professional in presentation. The templates should reflect a high level of corporate sophistication and formality. The final designs must be provided in the following file formats: - PDF - Microsoft Word - Editable Adobe formats Ideal candidates for this project should have experience in: - Graphic design - Corporate branding - Template creation - Proficiency in Adobe Creative Suite It's essential that the templates are visually appealing, easy to use and align with our brand image. Prior experience in similar projects would be an advantage. Looking forward to wor...

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    I'm searching for a proficient developer to create a trading bot that operates on the Dhan platform. This bot must be integrated with Excel. Key Features: - It should have the functionality to automate trades based on calculations of quantities on a predefined Stop Loss (SL). - Its operation will involve using fixed quantities for all trades, regardless of SL level. Ideal Skills: - Experience in bot creation. - Knowledgeable about the Dhan trading platform and Microsoft Excel. - Strong understanding of trading algorithms and risk management. Your bid will be more competitive if you have previously done similar projects and can show a portfolio or examples of your work.

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    I am looking for someone skilled in document conversion to shift a Google Doc into a Word document. Here's what I need: 1. Google Doc to Word Conversion: You should have experience in converting Google Docs to Word. The document is currently in Google Docs format. 2. Formatting: The specific formatting was not specified by me...formatting was not specified by me. Therefore, you should be comfortable working with varied formats as the task may require maintaining the original format or applying a new template. 3. Approximate Word Count: The size of the document remains unspecified. Hence, you should be open to working with anything from brief to larger Google Documents. Please note that familiarity with Google Docs and Microsoft Word is a must for this job, as is an atten...

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    I am seeking an experienced data entry specialist to assist me with both digital and manual input into Microsoft Excel. The ideal freelancer will provide assistance with data extraction, cleaning, and verification to ensure accuracy and consistency of the data. Skills and experience required: - Proficient in digital and manual data entry - Expert in Microsoft Excel - Experience in data extraction, cleaning, and verification - Strong attention to detail - Ability to handle large amounts of data. The primary objective of this project is to manage and organize data efficiently. I'm expecting a high level of precision on the data entered. The candidate should be able to demonstrate experience in handlin...

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    ...an oil & gas upstream company seeking a skilled developer to create a comprehensive library of automation tools. These tools will be designed to handle a wide range of tasks from data analysis to report generation and workflow management. The goal is to fully automate these processes to boost our operational & technical efficiency. project SOW: 1- build excel sheet list of company support of oil & gas upstream automation processes. first from UAE local company than find global company (list include: company name & type of tools service & description service tools & contact (website) 2- check the attachment excel, you will find the overall job & activity in oil company & type of tools need & find more activity + tools support. 3-...

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    I'm in need of a freelancer to assist with creating a detailed project plan on Microsoft Project. - Skills: Proficiency in Microsoft Project, project planning, task breakdown, resource allocation, budgeting. - Experience: Previous experience in creating detailed project plans in Microsoft Project with an understanding of resource allocation and budgeting is ideal. The project plan should have a detailed task breakdown, with a focus on resource allocation and budgeting. Your expertise in these areas will be crucial to the successful completion of this assignment.

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    Deal 9 days left

    Job: Change field names in vb source code according to Excel table (from/to)

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    Challenging opportunity for a skilled Excel Specialist. The details of the tasks are undefined due to insufficient information from the client. Candidate must be proficient in: - Data organization - Formula creation - Data analysis The size of the dataset is unknown and could range from small to large. You are expected to be able to handle any data size comfortably. While the type of analysis isn't specified, you should be skilled in: - Statistical analysis - Trend analysis - Financial analysis In summary, I need an Excel maestro who can confidently navigate any project, no matter how ambiguous. Your expertise, flexibility and adaptability will be essential for this project's success.

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    ...that acts as the central communication hub, interfacing with various system components to streamline operations and data flow. Azure Messaging Service Integration - Configure and manage Azure messaging services to handle asynchronous communications, ensuring efficient and reliable data exchange across system components. SDK Development - Develop and maintain an SDK that provides third-party developers with the tools needed to integrate their AI bots or other services with our platform, including comprehensive documentation and support. Database Management - Manage and optimize MySQL database interactions within the WordPress environment, ensuring efficient data retrieval and storage. System Integration and Testing - Oversee the integration of all...

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    Challenging opportunity for a skilled Excel Specialist. The details of the tasks are undefined due to insufficient information from the client. Candidate must be proficient in: - Data organization - Formula creation - Data analysis The size of the dataset is unknown and could range from small to large. You are expected to be able to handle any data size comfortably. While the type of analysis isn't specified, you should be skilled in: - Statistical analysis - Trend analysis - Financial analysis In summary, I need an Excel maestro who can confidently navigate any project, no matter how ambiguous. Your expertise, flexibility and adaptability will be essential for this project's success.

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    Need someone who can create a complete video course for teaching excel from beginner level to expert level. Videos can be short as 2 minutes each to 8 minutes maximum. Need high quality videos showing right from how to open an excel sheet on a computer to on how to write real tome formulas.

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    Pandas Data Filtering. 6 days left
    VERIFIED

    I have two Excel sheets that require data filtering using Python's Pandas library. The objective is to filter that data based on conditions and export it to a new Excel file. Key Responsibilities: - Data Filtering: Implement data filtering operations on the provided Excel sheets to extract relevant information for analysis. - Reporting: The final deliverable should be a new Excel file containing the filtered data, ready for further reporting. Ideal Skills: - Proficient in Python with a focus on Pandas library. - Strong understanding of data manipulation and filtering techniques. - Experience in data analysis and reporting. The successful candidate will demonstrate a high level of attention to detail...

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    I am looking for a proficient Excel expert who is highly experienced in financial data analysis. You will primarily be tasked with conducting comprehensive revenue and expense analysis. The ensuing breakdown of financial information will allow us to understand and evaluate our company's financial health. Ideal Skills and Experience: - Deep understanding of Excel, particularly in data analysis - Expertise in Financial analysis, specifically revenue and expense analysis is a must - Excellent in applying Excel for financial forecasting - Capacity to design efficient spreadsheets that emphasizes readability and ease of use - Fluency in formulating functions to automate data computations.

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    As a business owner, I need a proficient and efficient freelancer who can manage my company's financial data in Excel format. Key responsibilities: - Accurately entering, managing, and updating Income and Expense statements daily. - Ensuring data is correct, up-to-date, and accessible. Ideal skills: - Proficiency with Microsoft Excel - Strong attention to detail - Experience with financial data management Please note, this role requires daily work and a consistent, reliable, and professional approach. Experience in financial data entry is preferred but not mandatory.

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    I am in urgent need of a specialist with deep knowledge of the Tron blockchain platform. The task at hand consists of deploying a pre-existing smart contract. To excel in this, you'll require: - Proficiency and extensive experience with Tron blockchain. - Knowledge and previous experience with smart contract deployments. - Ability to deliver the task as soon as possible. Your prime responsibility is to successfully deploy this existing contract on the Tron chain. No development or modification is required - I need an expert who can handle the deployment swiftly and flawlessly. If you have the knack for troubleshooting blockchain challenges and are comfortable working under tight schedules, this is for you.

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    I urgently need to create manual backups for my Remote Microsoft SQL Server database using VB.Net. This project requires an experienced VB.Net developer who has in-depth knowledge of SQL database operations, particularly in the area of Remote backup and recovery. The right candidate should be proficient in: - VB.Net programming - Microsoft SQL Server database management The timeline is of utmost importance as we need this running as soon as possible. Please provide evidence of comparable projects you've completed. Looking forward to a reliable and efficient solution.

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