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    2,000 how to use microsoft excel formulas jobs found, pricing in USD

    I am in need of an Excel expert who can assist me with data analysis. The level of complexity I am aiming for is basic sorting and filtering. Crucially, I would like the data analysis to be interactive for users. Key Requirements: - Data analysis in Excel - Proficiency in creating drop-down menus for sorting/filtering - Experience with basic Excel functions and formulas Ideal Skills: - Strong understanding of Excel and its data analysis functions - Ability to create intuitive and user-friendly interfaces with drop-down menus - Excellent communication skills to help with user instructions This project requires someone who can provide a clean, well-structured, and user-friendly Excel file.

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    ...sales enthusiasts ready to make money from the comfort of their homes selling physical products on a full e-commerce platform. Whether you are new to the field or have seasoned experience, join our team to help us broaden our company's online sales. While no experience is required, those with a background or interest in sales could excel in this role, as you will be responsible for maintaining a broad product knowledge of our inventory. Requirements and responsibilities: - Sell a variety of physical products online - Display strong communication skills - Maintain product knowledge - Be reliable and committed Being tech-savvy, having prior experience with eCommerce platforms, or proven sales experience are all a plus but not mandatory. Novices are al...

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    ...for a skilled trainer to deliver a comprehensive Excel training targeted towards beginners. The training will cater to a larger group of participants, around 15-20 individuals. Key Learning Objectives: - Understanding of Excel formulas and functions - Mastery of data analysis and manipulation The ideal candidate for this project would have a strong command of the above topics, with a proven track record in delivering effective training to large groups. Experience in breaking down complex concepts for beginners is essential. Practical demonstrations and hands-on activities should be incorporated to ensure the understanding and application of the learnt skills. Please, when making a bid, provide a brief outline of how you plan ...

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    I need a skilled python developer to create a JSON to Excel converter. Key Requirements: - You'll be working with Flat JSON data - How to handle missing data is up to you - Mapping of JSON fields to Excel columns is flexible Ideal Skills: - Proficient in Python - Experience with JSON parsing - Excel manipulation skills I'm open to suggestions on the best way to map the data, so please include your ideas in your bid. Let me know if you have any questions.

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    Hi, The task is to scrape a pdf that is downloaded on website. Steps: 1. Go to website 2. Enter code in search and click search. (We provide list code) 3. On the results page Click on pdf document and open or download it 4. Extract 14 pieces of data from the PDF and export into excel sheet. There are about 150.000. Some codes do not have any data then skip. I have attached a word document with pictures and flow for you to review. Thanks!

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    ...various organizations. The platform should enable users to create profiles, interact with predefined security areas, and receive tailored recommendations based on AI analysis and expertise. Features and Requirements: User Profiles: Allow users to create profiles representing their roles and responsibilities within the security organization. Include information such as position, type of operation they are responsible for, and their level of experience. Predefined Security Areas: Create an interactive map or menu where users can navigate and mark different security areas. Once users have completed actions within an area, they can mark it as completed, providing a visual indication of their progress. Provide rewards or badges to encourage users to explore an...

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    I am looking for an expert who can create MIS reports encompassing sales, f...reports encompassing sales, financial, and inventory data. The frequency of these reports will be based on my requirements which can vary. Those equipped with excellent skills in data analysis, report generation, and detail orientation will be ideal for this role. Knowledge in handling Excel is a must as the reports need to be delivered in this format. Here's what is expected: - Data compilation and report generation as per my request - Proficiency in Excel for creating and delivering reports - Adherence to strict timelines for report submission - Maintain confidentiality of all the data involved If you have prior experience in creating MIS reports of these types, I would be v...

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    I am looking for a talented and proficient designer to create a professional, corporate-style newsletter template using MS Word. Once content is added, it should be easily converted to pdf, and be email friendly. Key Project Features: * Styled in a professional and corporate manner to perfectly represent my business. * The template will be utilized with our logo colors and should complement our existing documents. * The template should include sections for: Headline news, Feature articles, and Upcoming events. * The adaptable format should allow for a single page up to multiple pages as needed. * Font style integrating Calibra is necessary. Ideally, you should be proficient in Microsoft Word, have substantial experience in design, and possess excellent ...

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    For this project, I require a meticulous freelancer with skills in data entry, and spec...project, I require a meticulous freelancer with skills in data entry, and specifically in converting images with somewhat legible handwriting into Excel data. Key Responsibilities: - Accurate conversion of handwritten text from images into digital format in Excel. - Ensuring the integrity of the data by carrying out data validation and verification. Required Skills: - Proven experience in data entry, particularly involving handwritten text. - An eye for detail for data accuracy. - Proficiency with Excel is mandatory. - Ability to decipher and transcribe somewhat legible handwritten text. This project suits someone with patience and diligence due to the level ...

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    ...seeking guidance and support to excel in the AI certification, emphasizing on concepts and theories. - The primary focus of this project is on improving my understanding of AI principles, concepts, and theories. - As I'm aiming to complete the certification, I need a mentor who can explain complex AI concepts in a clear, concise, and readily understandable manner. - Given the current circumstances, I'm specifically looking for online resources to guide me through this journey. Ideal candidate for this project should have: - Proven experience in Machine Learning, ideally with certifications themselves. - Excellent teaching and mentoring skills, particularly in breaking down complex topics. - Good understanding of online learning platforms and reso...

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    I'm in need of a skilled graphic designer who can help me with character animation in a 3D setting. We're looking to create an engaging animation incorporating a character. The level of detail we're aiming for is medium, including textures. Key Responsibilities: - Create a character animation in 3D - Incorporate medium-level details with textures into the design Ideal Skills: - Proficient in 3D character animation - Skilled in applying medium-level detail with textures - Experience with graphic design, specifically in character animation - Ability to bring creative ideas to the animation process

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    I'm looking for a skilled freelancer to create a custom quoting template in Microsoft Excel for my business. The template should be intuitive, easy to use, and visually appealing. Key Features: - The template must be fully customizable in design, enabling me to adapt it according to my branding and specific needs. - I'd like the template to incorporate conditional formatting for data visualization. This feature will help better present the data, making it easier to understand and interpret. Ideal Skills and Experience: - Proficiency in Microsoft Excel, particularly in creating templates. - Experience in designing visually appealing and user-friendly templates. - A strong understanding of how ...

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    Software Auditor 4 days left

    ...software usage within client organizations. You will analyze software licenses, usage patterns, and deployment data to ensure compliance with licensing agreements and identify potential areas of risk or non-compliance. Roles and Responsibilities: • Conduct software audits for client organizations to assess compliance with software licensing agreements. • Analyze software deployment data, license entitlements, and usage metrics. • Verify the accuracy of software license records and documentation. • Identify discrepancies, unauthorized software usage, or potential non-compliance issues. • Prepare detailed audit reports outlining findings and recommendations. • Collaborate with clients to resolve compliance issues and implement correctiv...

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    I am in need of a skilled prof...professional who can assist me in setting up the Odoo Books system for my invoicing processes. Requirements: - Configure the system to enable the creation of goods and service invoices in USD. - Implement moderate customization to the invoice templates, focusing on layout changes and adding custom fields. - Import all of my product information from an Excel sheet. This includes product names and their respective cost prices (which are in INR). Ideal Candidate: - Proficient in working with Odoo Books and setting up invoicing processes. - Experience with customizing invoice templates within Odoo. - Skilled in data import from Excel sheets to Odoo. I look forward to working with a professional who can deliver th...

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    ...need of a proficient excel wizard who can simplify my day to day tasks. While the specifics aren't in place, ideally I'm looking for someone who can efficiently perform data entry, come up with efficient formulas and functions, and provide comprehensive data analysis. Proper data formatting is key, for which I don't have a specific preference, however, creating simple tables, color coding cells, or using pivot tables and charts are all strong possibilities for this recurring project. Since no specific criteria was given, please do include your past work, experience, and a detailed project proposal when you apply. Skills and experience preferred: - Familiarity with advanced Excel functions and formulas. - Experience with data analysis ...

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    ...expert data analyst to clean and integrate data from excel files into a Power BI dashboard. Key Project Details: - The primary data source is excel files. It's crucial that the freelancer is proficient in Excel for extracting, cleaning, and transforming the data. - Dataset is farmers data including demographics and crop details. - The main focus of this project is on data visualization. I need the dashboard to present the data in a clear, visually engaging way. - The dashboard will be updated quarterly. Ideally, the freelancer should set up a process for this to be done efficiently and accurately. The task involves: - Understanding the data and the requirements for visualization - Cleaning the data to make it suitable for the dash...

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    I'm looking for an Excel expert to create a costing sheet for a product. Key details for the job include: - It's mainly a costing sheet that will help me calculate the final price of my product based on material costs. Ideal Skills and Experience: - Proficiency in Excel - Solid understanding of financial calculations - Previous experience in creating costing sheets for products Looking forward to receiving your bids.

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    ...finance professional with over 30 years experience in the investment markets. I need an experienced tutor in Microsoft Access to assist me with database creation and query design and optimization. The ideal candidate should be able to help me understand: - How to create a well-structured database in Microsoft Access - The best practices for query design and optimization to enhance the efficiency and speed of the database operations You should also be able to provide guidance on: - How to maintain a clean and minimalist design that is easy to navigate - The creation of a user-friendly interface that is intuitive and easy to interact with - The customization of templates to suit spe...

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    I require a detailed, easy-to-use Excel invoice template. The main features needed include: - Line items for products or services delivered: It's crucial that you add functionality for categorizing and detailing all the products or services delivered within the invoice. - Contact Information of both parties: The invoice must have dedicated sections to clearly present contact information of both the issuing and receiving party. - 1 page invoice in A4 size (fixed) with calculations based on user input amount. It's beneficial if you have profound knowledge of Excel and understand accounting principles to design the template in a highly organized and straightforward manner for ease of accounting tasks. Prior experience with invoice templa...

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    In need of a skilled professional who can adeptly adjust specific formatting features on my Microsoft Word resume with urgency. Brilliance in word processing and graphic design via Microsoft Word is necessary for this task. Immediate start. Key Requirements: - Expertise in adjusting margin size and line spacing. - Fluent in Microsoft Word tools and commands. - Quick turnaround time, as the project is urgent. Please note that the specific margin size is not yet defined and we will need to determine this collaboratively upon project commencement.

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    I'm seeking a freelancer with excellent Microsoft Word skills to help me format my resume for a job application. Key points: - The primary purpose of the resume is to apply for jobs - The resume should be clean, professional and tailored for the job market - I'm open to suggestions for improvements that could enhance its impact Ideal skills and experience: - Proficiency in Microsoft Word - Experience in resume formatting and design - Understanding of job application processes and requirements Please bid with a brief overview of your relevant experience. I'm happy to provide the current resume for your reference. Thank you.

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    I'm looking to engage a freelancer skilled in data entry and Microsoft Excel to help type significant amounts of text data into an Excel sheet. Your responsibility will include: - Typing text data into an Excel sheet in an accurate and efficient manner. - Maintaining a consistent style and format throughout the entirety of the data entry. - Reviewing and proofreading your work to ensure absolute accuracy. You should display proficiency in Excel, attention to detail, and commitment to maintaining a consistent, professional style across all data. Please submit your bids along with an estimate of timeframe. Though the project completion timeframe was not specified, a timely delivery will still be appreciated.

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    This application was started at the biginning of the pandemic, but I never finished it. Now i am trying to bring it up to date. I know on April 1, 2024, Microsoft will no longer support Xamarin. I would need to implement their new programs in maui. Basically this app will be similar to eventbrite, but better. please review the youtube links to see the interractions. check the attached file and you may message me for questions.

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    ...am in need of a skilled Python expert to transform a raw excel report into a final template version of excel. The project requires two main tasks: Formatting and re-arranging of columns along with calculation updates for one column. Key Points; - Need 3 open reports to pull the information and split the reports at the end. - Formatting Changes: The report needs specific columns to have pre-defined blank values for certain columns: Col B, E, J, R, W, AB, AE, AJ, AV, BG, BI, BJ, BQ, BU, BV, BW, BX, BY, BZ. - Calculation Updates: The calculation layer within the excel report needs to be updated and finalized. The ideal freelancer for this project should have a profound understanding of Python and extensive experience in manipulating and f...

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    ...some data entry tasks. The ideal candidate would be skilled in the following areas: - Proficient in Microsoft Office Suite: As a part of this role, you will be handling my email and appointments. Familiarity with Microsoft Outlook will be a plus. - Google Suite: Your knowledge and experience with Google Suite, particularly Google Calendar, will be essential as well. I'd like you to maintain my calendar and schedule, so you should be comfortable working with this tool. - Data Entry: You will also assist with some basic data entry tasks. Therefore, attention to detail and accuracy are important. I'm looking for someone who can commit around 10-20 hours a week to start, with the potential to increase the workload as we progress. You mus...

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    I need an expert who can create a co...create a comprehensive logging system for a Word 2019 document. Your task would be to capture and log the following: - Changes made to the document - Specific details of the changes including text edits, layout changes, and formatting changes. Key Skills and Experience needed: - Proficiency in Microsoft Word (2019 version) - Working knowledge of document tracking and logging systems - Attention to detail - Aptitude for clear and comprehensive documentation - Experience in similar tasks would be beneficial. Your role would involve not only creating this logging system but also briefing me on how to use it. Timeliness and accuracy are crucial for this project. Please ensure you are familiar with, and ...

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    Everyday I have to extract some datas from around 100 invoices (PDF files) and copy it to an Excel file. I do it manually (copy/paste), but I need a tool to have it done automatically. These invoices have a consistent format structure, and the fields I need to copy to Excel are always the same. They are informations like: invoice number, date, customer's name, product code, price, etc. All the fields that need to be on Excel are highlighted in color red on the 2 files I'm providing as an example. Any other info not highlighted in red, doesn't need to be on Excel file. The automation process must execute without fail, ensuring that the location of highlighted fields - which are always the same in e...

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    I'm looking for a professional Excel user with a strong grasp of nutrition concepts to develop an advanced tool for me. Here's what I need: - A comprehensive Calorie Calculator - Macronutrient Calculator to recommend the optimal amounts based on three different goals: Weight loss, Muscle gain, and Maintenance - BMI Calculator - Be able to calculate these based off body weight, height, activity level, age and gender inputs The ideal candidate should not only be proficient in Excel, but also have a good understanding of nutrition principles. The faster this can be completed, the better.

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    **Overview:** Seeking a Virtual Assistant with expertise in Romance languages to help translate and format documents. Proficiency in ChatGPT-4, Microsoft Word, and PDFs is essential. **Responsibilities:** - Translate and mirror format documents into Romance languages. - Use ChatGPT-4 for translation assistance and editing. - Handle document formatting in Word and PDF. **Qualifications:** - Linguistics major, specializing in Romance languages. - Must be a native speaker of either English, Spanish, French, Portuguese or Italian - Skilled in Microsoft Word, PDF editing, and ChatGPT-4. - Excellent grammar and punctuation skills. **Pay:** - $3.00 USD/hour

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    I need an Excel 365 PowerQuery script that can fetch daily market data and handle potential data source interruptions or changes. I will be providing a URL that contains the market data, and you'll need to replicate the Google Sheets function =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). This function provides real-time data from the specified URL. Please note that the data is structured using HTML tags. Key requirements: - The PowerQuery should be able to be refreshed with the google sheet. - It needs to include robust error handling. If the data source is unavailable or the structure changes, the PowerQuery should not break but continue to function, ideally providing a notificatio...

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    ...talented full-stack developer to establish an e-commerce site akin to Shopify but entirely focused on the upload and download of digital files. Key Functionalities: - Implement user registration and login feature. - Develop robust file upload and download functionality for various types of files: documents such as PDF, Word, and Excel; images including JPEG, PNG, GIF formats; and media files such as audio and video. - Integrate a highly secure and user-friendly payment gateway for transactions. Ideal Skills for this Project: - Proficient in full-stack development. - Experience in building e-commerce platforms, particularly with user account management and file sharing features. - Strong understanding of payment gateway integration. - Ability to...

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    A map with 10 planet like a map of a festival make a api or something to use small part of it. What you bid will be my budget no chat talk on price please. Thank you

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    ...looking for an Excel VBA expert who can make my daily processes more efficient by creating an automated reporting solution for me. Key Tasks: - Design and implementation of a VBA macro in Excel to automate the generation of cost summary reports. - The automated reports should be populated by data from four different worksheets, namely Worksheet 1, Worksheet 2, Worksheet 3, and Worksheet 4. Ideal Skills and Experience: - Excel VBA Programming - Experience with automated reporting - Understanding of data manipulation in Excel. -Possible migration of Cost Summary data to Word contract. In your proposal, please share samples of previous automated reporting projects done with Excel VBA. Commitment to delivering high quality and de...

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    I am looking for a freelancer with expertise in PowerBi and Excel. The task will revolve around creating a one-time report/dashboard on PowerBi sourced from a single Excel spreadsheet. The ideal candidate should have: - Previous experience with PowerBi and Excel - Proven track record of data analysis - Attention to detail Please note that the Excel file won't be changing over time, so there is no requirement for the PowerBi report/dashboard to be updated. Content Description: I have statistics from every UFC fight and want basic visualizations made (I have a rubric)

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    I am in need of a training session on the use of Access software, with a focus on data entry and manipulation. I'd like someone to teach me remotely through TeamViewer. The ideal freelancer for this project should have: - Proficiency in the use of Microsoft Access - Expertise in data entry and manipulation with Access - Experience providing software usage training remotely - Familiarity with the TeamViewer platform. Please do not bid if you do not have these skills. Thank you.

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    ...7th edition standards is paramount in this project, having an insightful understanding of data organization and presentation will be appreciated. In this project, efforts will be channeled towards changing 7 existing SPSS tables to match APA 7th edition requirements, including double-spacing, 12 point-font, Times New Roman font style, and, if needed, notes under the table or necessary italicization or bolding of headers/keywords. Manual entry of descriptive text and data values to form each independent table is needed. In other words, raw data cannot be provided to manipulate or recompute in SPSS or any other program! The SPSS tables currently display: Table 1. 4 columns and 13 rows Table 2. 11 columns and 7 rows Table 3. 11 columns and 6 rows Table 4. 6 columns ...

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    For my growing customer base of 10-50 clients, I need a competent Excel specialist to design a complex, customer-friendly workbook. - The workbook will need to track and organize three main types of data: Contact Information, Order History, and Communication Log, for each customer separately. - I'm currently unsure whether calculations or formulas will be necessary for any automated tasks within the workbook. This is something that can be explored as the project progresses. The perfect freelancer for this job would have solid experience in Excel, especially in creating complex workbooks. They'd also be able to advise on the use of calculations and formulas. Attention to detail is paramount, as is a commitment...

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    Hi, I am looking for someone to take my text-only Microsoft Word document and create a nice-looking visual booklet for people to read. I have already typed out the document and would like someone to add some good fonts, formatting, images, and themes. It is important that this be done in something like Microsoft Word or even Microsoft Powerpoint for me to make the final adjustments. ***I will send a quick message with the word document and what the preferred themes and colours are to be. *** I have attached an example Handbook as a Guide to what is to be made.

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    I'm seeking an Excel expert to create a user-friendly data entry workbook. The job is straightforward and requires the following: - **Data Entry:** The workbook should mostly focus on simple data, like names and dates. I am not looking for any intricate calculations, formulas, or pivot tables. The main focus is on creating an Excel workbook that streamlines the process of entering simple data in a structured and efficient way. Experience in creating user-friendly UX within Excel is a plus. No integration with external systems or services is needed - this is a standalone project. I look forward to collaborating with an experienced professional who can deliver an effective, easy-to-use data entry solution within Excel...

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    I require AutoCAD shop drawings for the intention of construction planning for a commercial building. The freelancer should include comprehensive architectural details. A strong background i...freelancer should include comprehensive architectural details. A strong background in creating accurate AutoCAD drawings detailing architectural specifics for commercial projects is a must. The desired candidate will need a strong understanding of construction processes, especially within the commercial realm, to ensure every detail contributes to a seamless build. Your craftsmanship will directly influence our build strategy, so we expect precise and detailed work. Please only apply if you excel in AutoCAD and have direct experience in the realm of architecture and construction ...

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    I'm looking for a seasoned Excel expert to create a set of macros that can automate my data extraction process. Here's what I need: - Automate data extraction: The primary purpose of these macros is to enable automated data extraction from local files. The data in question is stock market data. The ideal candidate for this project would have: - Proficiency in Excel: You should have a strong grasp of Excel, particularly in designing and implementing macros. - Experience in data extraction: You should have a track record of successfully automating data extraction processes. Looking forward to hearing from you.

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    I am looking for an expert in Excel to design a dynamic spreadsheet for project tracking. This spreadsheet will focus on monitoring task progress and deadlines. Key Features: - Daily updates: I will be updating task progress and deadlines daily, and so I need the spreadsheet to be user-friendly and efficient. - Task highlighting: If a task is falling behind schedule, I need it to automatically become highlighted in red. This will help me prioritize tasks and ensure no deadlines are missed. - This will need to show throughput for every phase and also provide an average through in volume. Skills and Experience: - Proficient in Excel - Experience in creating dynamic spreadsheets - Understanding of project management principles. I look forward ...

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    I'm in need of a proficient typer to execute a medium volume job, of between 100 and 500 pages. Here are the details: - You have to retype handwritten notes into a Microsoft Word document format. Accuracy and attention to detail are paramount, as the formatting needs to adhere strictly to the layout of Microsoft Word. - Although the task does not come with a tight deadline, efficiency in completing the job would be highly appreciated. - Experience in a similar role would be an advantage, as the typer needs to have stellar knowledge in document formatting and editing in Microsoft Word. This project does not require rush execution, therefore making it a perfect opportunity for those balancing multiple projects or those new...

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    For this task, I am specifically seeking a freelancer who is proficient at data entry and familiar with Excel spreadsheets. The project primarily involves numeric data, so accuracy is vital. Key Responsibilities: - Input numeric data into an Excel spreadsheet. - Maintain a minimum 98% accuracy level. Ideal Skills and Experience: - Proficient in Excel. - High attention to detail. - Experienced in numeric data entry. - Proven track record of maintaining high levels of accuracy. Please ensure you have the necessary skills and experience before placing your bid. I look forward to your detailed proposals.

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    Need to extract data from website: , into an Excel file. Specifically name, discipline (medical practitioner, midwife, nurse, OT, physio, psychologist, podiatrist), location (incl suburb and postcode), initial registration date, registration expiry. There would be at least 100,000 rows of data. Only barrier, is this data is not able to be 'searched' efficiently. Individual names can be looked up. Or disciplines with a select number of names demonstrated...but I can't find a way to show ALL clinicians at once. Looking for a solution which can reliably pull all the names from the database.

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    I'm looking for an Excel expert who can build a simple yet effective sheet for basic arithmetic calculations. Key requirements: - Perform basic arithmetic operations: The main functionality of the sheet should be to perform basic arithmetic operations such as addition and subtraction. - Real-time collaboration: The sheet should support real-time collaboration, where multiple users can edit the Excel file simultaneously. Ideal skills and experience: - Strong background in Excel: The freelancer should have a deep understanding of Excel and the ability to create formulas for basic arithmetic. - Real-time collaboration proficiency: Experience in implementing real-time collaboration features in Excel will be highly beneficial. ...

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    I'm looking for a reliable and experienced data entry specialist who can assist me with entering data from images. The images will be directly uploaded to a website, and I need the data to be transcribed into various formats like Excel sheets, Word documents, and for copywriting purposes. Ideal Skills and Experience: - Prior experience with data entry from images - Proficiency in Excel and Word - Copywriting experience is a plus The primary goal of the project is to create a comprehensive database in various formats, so the ability to accurately transcribe and organize data is crucial. The chosen freelancer should have keen attention to detail and a high level of accuracy.

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    I'm in need of a personal virtual assistant. The ideal candidate should be adept at managing emails, calendars, and travel arrangements. Good communication skills are a must. Proficiency in Microsoft Office or Google Suite and project management software is a plus.

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    I'm seeking a proficient Telecaller to focus on generating leads for two key segments within my Event Management company: Corporate Events and Conferences. KEY RESPONSIBILITIES: - Establish productive communication with potential clients. - Convert conversations into promising leads. - Record conversational details into our database. REQUIRED SKILLS AND EXPERIENCE: - Exceptional persuasive communication skills. - Proven experience in lead generation. - Familiarity with the corporate events and conferences sector. - A resilient attitude to handle potential rejections and keep going. This role demands someone ready to excel in a fast-paced environment while showcasing dedication, autonomy and agility. Your ultimate aim will be to assist in the comp...

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    I need an Excel VBA expert to automate the generation and visualization of customer data reports. This task requires the building of a dashboard to simplify the report generation process. Key Tasks and Skills Required: - Strong understanding of Excel VBA for automation tasks. - Experience in building dashboards for report generation. - Skills in visualizing customer data within Excel. Outcome and Project Scope: - Develop an automated process for report generation. - Ensure the dashboard is user-friendly and visually appealing. - The final output should provide easily digestible customer data insights.

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