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    2,000 como crear una base de datos en excel con formularios jobs found

    I'm seeking an experienced developer to create an Excel-based chatbot for me. The chatbot needs to handle natural language processing (NLP) to enable intuitive user interactions. Key Skills Needed: - Proficiency in Excel and chatbot development - Experience with natural language processing (NLP) - Ability to create user-friendly interfaces - Strong communication skills for understanding project requirements

    $8 - $15 / hr
    Sealed
    $8 - $15 / hr
    63 bids

    ...and able to work independently or as part of a team. Strong organizational and time management skills. Why Join Us? Join a growing company with exciting projects in the signage industry. Opportunity to work with a dynamic and collaborative team. Competitive salary, performance-based incentives, and opportunities for career advancement. Exposure to innovative signage projects and a diverse client base....

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    I'm looking for a web designer to refresh my site with a more modern, professional, and dynamic look. This project primarily focuses on enhancing the aesthetics of the website, particularly:. Homepage: Wallet: Loyalty Points (both login and logout versions): Company Feature: MUST KEEP SAME COLOURS, but you can use shades and version of each colour to present your design We are looking to improve this existing design with effects, animations, movement, fonts, colour shading, icons, etc.... Key Requirements: - Proven experience in website design, particularly with modern and dynamic aesthetics - Strong understanding of responsive design

    $50 Average bid
    $50
    7 entries

    I'm seeking a skilled Excel expert to create an interactive, monthly reusable Excel document based on the Georgia ST-3 form. I've got a PDF version, but I need a tailored Excel one with formulas to compute specific totals. Key Requirements: - The layout should be similar to the PDF but does not need to match exactly. - Formulas to total Sales Tax and State Tax - Inclusion of a 'Clear' button to reset data - Pre-filled templates for each month Ideal skills for this job include advanced Excel proficiency, experience with tax forms, and a good eye for detail.

    $137 Average bid
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    41 bids

    I'm looking for an experienced Python developer to automate the transfer of data from Excel to PowerPoint for me. This task includes transferring data and creating slides, generating charts and inserting them into the slides, and formatting the slides based on templates. Specific Requirements: - Data Transfer: Text data, numerical data, and charts/graphs need to be transferred from Excel to PowerPoint. - Slide Organization: Each Excel sheet should correspond to one PowerPoint slide. Ideal Candidate: The ideal candidate for this project would be someone with extensive experience in Python, as well as familiarity with working with Excel and PowerPoint. Strong attention to detail is a must, as the slides need to be formatted according to specific templates....

    $13 Average bid
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    ************************ We are seeking a highly driven and skilled Sales Development Executive with extensive knowledge of the automotive spare parts industry. The ideal candidate will play a pivotal role in expanding our international market presence, identifying growth opportunities, and fostering strong partnerships with key stakeholders across global markets. This role offers a competitive base salary, a fixed commission on each successfully closed deal, comprehensive medical insurance, and allowances, ensuring direct recognition and rewards for contributions to business growth. ***Key Responsibilities*** 1. Identify and pursue new business opportunities in overseas markets to drive revenue growth. 2. Oversee the full import/export lifecycle, ensuring adherence to internati...

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    Looking for a Logo expert to help update our logo, and ensure it is more dynamic. Our name is Oferta24 (which means offer 24 in English). We offer daily deals to help people save money. visit our site to get a better idea of who we are, and what we offer:

    $25 Average bid
    $25
    144 entries

    We need to make work an Excel Add-in working in Office 365 or Excel 2016. It works in Older OS & Excel versions but not in newer versions.

    $126 Average bid
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    I'm in need of a seasoned bookkeeping professional who can assist with my various bookkeeping tasks using Microsoft Excel and the accounting software, Xero. Tasks will involve data entry and organization, managing accounts payable and receivable, and performing bank reconciliations. Skills and Experience: - Proficient in Microsoft Excel - Prior experience in bookkeeping and managing accounts - High attention to detail for accurate data entry and bank reconciliation - Familiarity with QuickBooks is a plus My bookkeeping process is standardized, so the main requirement is to assist with the execution of tasks rather than setting up a new system.

    $31 / hr Average bid
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    11 bids

    I'm in need of a dedicated professional who can conduct thorough online research and compile the gathered information into organized spreadsheets and documents. Ideal skills and experience for the job: - Proficient in online research - Strong skills in Microsoft Excel and Google Sheets - Ability to create clear and comprehensive documents - Experience in market research and competitor analysis - Excellent understanding of customer insights

    $4 / hr Average bid
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    137 bids

    ...Optional upload for diagnostic reports or error codes. Part Recommendations: Use AI to recommend compatible alternatives (e.g., used parts, aftermarket upgrades). Real-Time Supplier Matching: Automatically match requests with suppliers based on: Stock availability. Geographical proximity for faster delivery. Best trade pricing. Transparent Pricing: Display a clear price breakdown: Supplier base price. KwikBooking’s markup (profit margin). Shipping costs. Order Placement and Tracking: Allow customers to place orders with payment options like credit/debit cards, PayPal, or cash on delivery (if applicable). Provide real-time tracking of order status and shipment. Return and Refund Policies: Enable simple return initiation for cases like incorrect or damaged pa...

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    125 bids

    ...scraper to build a script that can reliably scrape product data from the "Mango", "Marks & Spencer" and "H&M" UAE websites. The end goal is to produce a CSV file for each brand containing all relevant product information as well as provide the code used for the scraping process. Project Requirements: Websites: "Mango" UAE (), "Marks & Spencer" UAE (), "H&M" UAE () Data Points Needed: Product name Product category Price Product description Product images (URLs) Shop Address Shop working hours Any available product attributes (e.g., sizes, colors, stock status) Output Format: CSV file containing the extracted data. Each row should represent a single product, and columns should be clearly labeled. Deliverables:

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    We are seeking a highly driven and skilled Sales Development Executive with extensive knowledge of the automotive spare parts industry. The ideal candidate will play a pivotal role in expanding our international market presence, identifying growth opportunities, and fostering strong partnerships with key stakeholders across global markets. This role offers a competitive base salary, a fixed commission on each successfully closed deal, comprehensive medical insurance, and allowances, ensuring direct recognition and rewards for contributions to business growth. ***Key Responsibilities*** 1. Identify and pursue new business opportunities in overseas markets to drive revenue growth. 2. Oversee the full import/export lifecycle, ensuring adherence to international trade regulations, cu...

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    I'm looking for someone to edit my inventory data in Excel. The task involves moving data from one file to a new one with a different layout. The new layout requires: - Reordering columns - Adding new fields - Combining data from multiple sheets There are specific formatting requirements for the new layout, which includes the use of certain cell colors and font styles. Ideal candidates for this project should have: - Extensive experience with Excel - Strong attention to detail - Ability to follow specific formatting guidelines - Experience working with inventory data.

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    ...written communication skills and a professional online presence. Reliability, attention to detail, and the ability to follow simple outreach guidelines. While we welcome applicants globally, preference may be given to those in the USA or UK. What We Offer Flexible Work: No fixed hours—work at your convenience. Full Support: Guidance to prepare your LinkedIn profile for outreach success. Compensation: Base pay and potential bonuses for achieving specific outreach goals....

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    I'm looking for a dedicated professional to handle my social media for an Interior Design Company, primarily Instagram, and website management. The focus will be on generating leads and sales through strategic marketing efforts. Key Responsibilities: - Create, manage, and optimize...articles to drive traffic and generate leads. Ideal Skills: - Proven experience in social media marketing, particularly on Instagram. - Exceptional content creation and copywriting skills. - Familiarity with lead generation strategies and e-commerce. - Ability to manage and optimise website content for SEO. Please provide examples of your previous work in your proposal. We would love to touch base :) Ps. we are based in Perth and Melbourne! This would be great, but also not an issue if it is on...

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    ...miniatures de Yomi Denzel. Objectifs : - La miniature doit être visuellement attrayante et moderne, capable d'accrocher l’œil immédiatement. - Les designs doivent s'inspirer des miniatures de Yomi Denzel tout en s’adaptant à mon contenu. Des exemples concrets de miniatures seront fournies pour référence. - Les couleurs de la miniature doivent correspondre à celles des photos fournies pour garantir une cohérence visuelle. Exigences : 1. Un texte accrocheur : Vous devrez positionner et rendre lisible une phrase ou un mot fort pour capter l’attention. (Exemples : "ARGENT", "ISLAM", "BARAKAH"). 2. Mise en scène du sujet : Mettre ...

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    49 entries

    ...Strategies: Create and implement tailored marketing strategies to target our ideal customer base and maximize ROI. Requirements: Proven experience in digital marketing, lead generation, SEO, and SMM. Expertise in creating and managing successful campaigns (Google Ads, Facebook Ads, LinkedIn Ads, etc.). Strong analytical skills to measure campaign performance and optimize results. Knowledge of IT services and products is a plus. Excellent communication skills and a creative mindset. About Divam Technologies: Divam Technologies is a dynamic IT company specializing in cutting-edge tech solutions. We are passionate about innovation and are looking for a digital marketing expert to help us expand our client base and achieve new growth milestones. What We Offer: Competitive pro...

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    Buatkan saya portofolio
    4 days left
    Verified

    Copywriting, pdf, data entry, excel, word

    $22 / hr Average bid
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    120 bids

    I'm seeking a...(admin, employee, etc.). Create a quote(jobe): Enter customer details, products or services, prices, and taxes. Jobs section (airport/ land /sea) Convert to invoice: Convert the Jobs to a final invoice. Manage invoices: View past invoices, edit, and print. Notifications: Alert users about outstanding or unpaid invoices. report for job's & invoice Export data: Export quotes and invoices to PDF or Excel. Ideal Skills and Experience: - Proficient in web development languages such as HTML, CSS, JavaScript, and relevant back-end technologies. - Previous experience in developing internal web applications or similar projects. - Strong understanding of UX/UI principles and secure web practices. - Excellent communication skills for understanding and implementi...

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    I'm conducting academic research and need help analyzing survey responses. I need a statistitan that can help me identify and give the correct sample size calculation for the bellow Total population 118 Stratum A) 70 Stratum B) 48 Z-score (default: 1.96) For 95% confidence level) 1.96 Proportion (default: 0.5) 0.5 Margin of ...academic research and need help analyzing survey responses. I need a statistitan that can help me identify and give the correct sample size calculation for the bellow Total population 118 Stratum A) 70 Stratum B) 48 Z-score (default: 1.96) For 95% confidence level) 1.96 Proportion (default: 0.5) 0.5 Margin of Error (e.g., 5%) 0.05 is Finite Population Adjusted Sample Size needed? I need an excel with the formula and the steps broken down to a...

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    We are looking to hire a skilled development team to enhance our existing base code and deliver it as a Minimum Viable Product (MVP). The focus is to implement planned features and functionalities to ensure the application is market-ready for launch. Key requirements include: Video conferencing integrations (e.g., Zoom, , or Jitsi) for live and recorded sessions. Third-party API integrations for career platforms (e.g., LinkedIn) and learning module providers. Features such as real-time messaging, scheduling tools, user authentication, multi-language support, and analytics dashboards. We expect the development process to adhere to standard Software Development Life Cycle (SDLC) practices, delivering a secure, scalable, and GDPR-compliant platform. The deliverables should include co...

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    I need to tweak my current business logo by adding or removing some elements. I have a base sample of what I want the logo to be. The new elements should be somewhat similar to the style of the existing logo. I made this logo at one point and I tweaked it however it's on an angle and I need it to be flat front facing. Seems impossible to do...

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    Excel Data Structuring Project.

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    Dear Freelancers, I hope this message finds you well. I am reaching out to outline a comprehensive plan for creating Excel sheets with detailed product information from the following link: Grab Mart Merchant Link. ( ) Project Overview The goal is to compile full product information, including price, product photos (edited with a white background), product weight, and product category. Each category will have its own separate Excel sheet and corresponding Google Drive folder for storing photos. The product name on the photo and in the Excel sheet must match. Additionally, we will need to find barcodes for all products, as none are provided in the link. The total number of products

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    I need a spreadsheet expert to help me streamline my expense tracking tables with automatic calculations. My spreadsheet contains financial data and is primarily used for tracking expenses. The goal is to make the tracking process easier and more efficient. Ideal Skills: - Proficient in Excel or Google Sheets - Experience with financial spreadsheets - Knowledge of creating automatic calculations - Attention to detail for tracking accuracy - Ability to optimize and improve existing tables Please provide examples of similar projects you have completed in the past.

    $54 Average bid
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    ...clear and professional formatting suitable for entry-level positions in marketing or project management. Provide both one-page and two-page versions of the resume in PDF and editable formats. Details to Include: Education: From high school to bachelor’s degree. Internship Experience: Responsibilities and accomplishments at BrightFuture Solutions as a Marketing Intern. Skills: Technical tools (Excel, Tableau, Canva, etc.), soft skills (communication, collaboration). Hobbies/Interests: Basketball, photography, traveling, and graphic design. Career Goals: Focus on marketing and project management roles. Requirements: Proven experience in creating professional resumes, preferably for recent graduates. Strong design and formatting skills (knowledge of ATS compliance is a plus)...

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    I'm looking for a talented graphic designer who can create a modern and sleek flyer for The Word Church. The flyer is to be sized 1024X768 and should prominently feature our 2025 theme: "Upgrade, Elevate, & Excel" (Ephesians 3:20). Key elements to be included: - The text: "The Word Church", "2025: Upgrade, Elevate & Excel (Ephesians 3:20)", "Tony Ray Smith, Senior Pastor", "". - A focus on the theme of 2025: Upgrade, Elevate, & Excel. - Our church logo. - A photo of our pastor. Example IMG_9673 ' Design specifications: - A modern and sleek style. - A dominant blue and silver color scheme.

    $15 Average bid
    Guaranteed
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    94 entries

    ...images of the joker face, hand, and cigar. NOTE: Our customer is particularly interested in the Jack Nicholson Joker and would be interested in seeing designed that include images that resemble the actor. IMPORTANT: No part of the graphic can cover the front windshield or side windows. The final graphic should have a purple theme but include the bright, vibrant colors included in the graphic. The base color and primary theme should be Hysteria Purple (the color of the car. The face will be placed on the hood of the vehicle and will be surrounded by flames, to mimic the colors and theme of the design. A second graphic is included for reference to “flames” on the car. Instead of traditional yellow and red flames, as shown in the secondary graphic, the primary colors...

    $300 Average bid
    Featured Guaranteed Top Contest
    $300
    108 entries

    I'm looking for a skilled Excel VBA programmer to create a script that will automate the process of copying and pasting data from multiple emails in a specific Outlook folder into an Excel worksheet. Key Requirements: - The VBA code should be able to handle multiple emails, efficiently copying and pasting the relevant data from each. - The code needs to target emails located in a specific folder in Outlook, so familiarity with Outlook's structure and VBA's capabilities in interfacing with it is crucial. - The data from the emails should be pasted into the Excel worksheet in an organized manner. Ideal Skills: - Proven experience with Excel VBA programming - Familiarity with Outlook and its folder structure - Ability to write clean, efficient, an...

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    I'm in need of a professional who can assist me with entering financial records into spreadsheets and making cold calls. Data Entry: - You'll be enteri...financial records into spreadsheets. - I have a general idea of how the spreadsheets should look, but I will need your input and expertise to create a clear and efficient format. Cold Calling: - You'll also be making cold calls on my behalf. - Excellent communication skills and a persuasive demeanor are essential. Ideal Skills: - Proficiency in data entry and spreadsheet software (preferably Excel). - Previous experience with financial data is a plus. - Strong communication skills for cold calling. - Ability to understand and contribute to spreadsheet design. Please provide examples of your previous work tha...

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    We need to add thousands of products to our ecommerce website. Most of our suppliers do not provide the product images and product documents like specification and installation documents. We need help getting these images and documents from supplier websites. You will be provided with excel files for each supplier with the full list of product for which to get images and documents

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    I'm seeking a skilled Excel VBA programmer to create a macro for me. The primary function of this macro is to send automated email reminders based on due dates in my spreadsheet. Key Requirements: - Automate email Notifications: The macro should send out reminders as deadlines approach, helping me stay on top of my tasks. - Data Validation: The macro should also check for missing data in my Excel file and notify me accordingly. Ideal Skills: - Proficiency in Excel and VBA - Experience with creating macros for email automation Thank you!

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    I need a fillable PDF created from an Excel worksheet. The PDF will be used to conduct a survey and will include both multiple choice and short answer questions. Key Requirements: - Convert specified Excel worksheet into a fillable PDF. - Incorporate various types of survey questions (multiple choice and short answer). - Ensure the PDF can be easily returned via email once completed. Ideal Skills: - Proficiency with Excel and PDF creation software. - Experience in designing user-friendly fillable PDFs. - Understanding of survey design and data collection processes.

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    I need an expert in Excel to assist me in merging two files. The task involves transforming the data in these files before the merge. Ideal Skills: - Proficient in Excel, particularly in data transformation techniques - Experience with data merging - Attention to detail for accurate data handling

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    ...photos. Bib number recognition to match event numbers with photos. Payment System: Integration with Stripe Connect for automated revenue sharing. Flexible configuration for admins to adjust revenue-sharing percentages between photographers and the platform. Multilingual and Multi-Currency Support: Support for multiple languages (e.g., English, Spanish) and currencies to accommodate a diverse user base. Admin Panel: Tools for managing photographers, customers, and events. Reporting tools to track revenue and activity on the platform. Ability to adjust platform settings, including revenue-sharing percentages. Security and Scalability: Measures to prevent unauthorized downloads (e.g., watermarking, disabling right-click). Scalable infrastructure using AWS to handle increased tra...

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    I have 6 excel spreadsheets containing attendee information for some small upcoming events. I need the data sorted into groups by age and other specific requests. Additionally, I need some standard data cleaning to be done, specifically standardizing phone numbers and removing duplicates. Ideal skills for this project include: - Strong proficiency in Excel - Attention to detail - Good understanding of data sorting and cleaning techniques Please bid if you can assist with this task.

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    I need help with reworking an existing venture capital excel model for a new investment. The model should provide accurate financial returns for this investment. Specific Sections: - Revenue projections - Expense forecasts - Return calculations Assumptions to Update: - Market growth rate - Cost of goods sold - Operating expenses New Financial Metrics to Incorporate: - Internal Rate of Return (IRR) Ideal Skills: - Expertise in Excel and financial modeling - Understanding of venture capital and investment analysis - Strong analytical and problem-solving skills Experience: - Prior experience reworking venture capital models - Proven track record of accurate financial forecasting I'm looking for a freelancer who is detail-oriented and can deliver a robust model that me...

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    I am looking for a skilled and experienced freelancer to help me grow my business, which focuses on selling airline tickets. The ideal candidate will: Analyze the Current Business: Evaluate our existing sales strategies, customer base, and operational workflows. Identify strengths, weaknesses, opportunities, and threats (SWOT analysis). Develop a Growth Plan: Create a step-by-step growth strategy tailored to our business model. Include actionable recommendations for increasing sales, improving customer retention, and expanding market reach. Create a Business Growth Map: Visualize the strategy with a detailed roadmap, including milestones, timelines, and key performance indicators (KPIs). Outline short-term, medium-term, and long-term goals. Provide Ongoing Support: Offer insigh...

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    ...statements for each account have already been converted to excel format. You must go through the transactions for each year and properly itemize each transaction and creat the Businesses Financial Statements (PNL & BS) for tax filing purposes. This role also involves reviewing my personal bank account statements to identify any business-related transactions made that should be included such as making a payment for a business credit card, owner investments, and Etc. I need this to be completed ASAP perferably by the end of this week if possible. Key Responsibilities 1. Organize and Classify Transactions: Review and categorize all business-related transactions from each accounts transactions that have already been converted to excel from the PDF statements, including: ...

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    I need a Data Entry Specialist, preferably with an engineering background, for a 3-hour task. This project involves: - Transferring mixed data (numerical and textual) from a PDF document into an Excel spreadsheet. - Organizing the data by categories or sections in a clear and user-friendly format. - Applying both totals and averages using basic Excel functions or formulas. The ideal candidate for this task must: - Have a strong proficiency in Excel. - Possess keen attention to detail and accuracy. - Be able to complete the task within 3 hours. Given the nature of the task, an engineering background would be beneficial due to the need for precision, analytical skills, and a structured approach.

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    I am looking for a professional CV designed specifically for the yacht industry. I would like the final result to be in PDF format, and I will provide all necessary information. Importantly, I want the opportunity to choose from several modern templates. Key Requirements: - Modern style CV templates - Including sections on Work Experience, Skills, and References - A clean, professional look without specific yacht imagery or design elements Ideal Skills: - Graphic Design - CV/Resume Writing - PDF Conversion Experience: - Prior work in designing CVs for the yacht industry is a plus - Proficiency in creating modern style designs.

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    ...should have seven Stems where each stem is two irregular triangles that are symmetric about a common hypotenuse. Where the common hypotenuses meet at the most acute angle they lie on plane that is the Base Plane. Where the common hypotenuses meet at the least acute angle they all meet in the plane that is the Top. 4. In three dimensions the SPS is similar to the image titled Sheet Metal Five Point Star. I am from Dallas. If one travels in the Lone Star State many iterations of the a design similar to the SPS, built in sheet metal are seen. 5. The SPS has depth that is the distance from the Base Plane to the Top which is 44 mm. 6. Each point of the seven Stems on the SPS has an LED Holder. Image titled SPS LED Holder attached. 7. The LED Holders accept a standard 5 m...

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    I need assistance pulling all followers from my business Instagram account. Specifically, I'm looking for their username, email, and name (if available). Ideal skills for this project include: - Proficiency in data extraction and web scraping - Familiarity with Instagram's platform and its data privacy rules - Experience in data pres...need assistance pulling all followers from my business Instagram account. Specifically, I'm looking for their username, email, and name (if available). Ideal skills for this project include: - Proficiency in data extraction and web scraping - Familiarity with Instagram's platform and its data privacy rules - Experience in data presentation using Excel or CSV formats Please bid only if you can deliver the data as a neatly organ...

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    I'm in need of a comprehensive spreadsheet to track various employee absences. The types of absences I want to monitor include sick leave, call-o...spreadsheet should capture the date and time, the reason for the absence, whether the employee gave late notice or not, and the number of "attendance points". - Identification: Employees should be identifiable by their full name. Here are some links to tutorial for similar trackers: Ideal Skills: - Proficiency in Excel or Google Sheets. - Experience in creating tracking spreadsheets. - Understanding of HR metrics would be a plus. Please ensure that the spreadsheet is user-friendly and can be easily updated on a regular basis. Looking forward to your bids.

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    I have two Excel files detailing my wine collection - one is from 2023 and the other is an update. I'm looking for someone to identify the differences between the two files. Specifically, I need to see: - Changes in item quantities - Any addition or deletion of items After the comparison, I would like the results to be compiled into a summary report. Additionally, if possible, a visual chart illustrating the differences would be appreciated. Ideal candidates should have extensive experience with Excel and data analysis. Familiarity with inventory management and wine collections would be a plus.

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    I'm in need of a trading card game (TCG) card template for a modern battle-themed card game. The template should include the following: - 3 Main Type of Cards, Base Character Card, Special Attack Cards, and Special Effects Card. - 5 Type of resources cards. - Back Cover of Cards + Logo for the back cover. I want the design to be practical, modern, minimal and nice. Refer to newer TCGs similar to One Piece Card Game, Union Arena and the new Gundam Card Game. I have an existing design to share as a reference. Your task will be to adapt and enhance the provided design into a fully functional card template. Note: the logo in the guide is sample only, and not the actual logo that I'll use. If you can design the logo will be appreciated too. Note2: You can suggest other...

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    I require an excel sheet that tracks and analyzes the changes in open interest data of the NIFTY index. This sheet should be able to provide insights into market sentiment based on this data. Key Requirements: - The excel sheet should continuously update the data every minute. - The sheet should be able to provide a text summary of inferences about market sentiment from the open interest data. Ideal Skills: - Proficiency in Excel with experience in financial data analysis. - Understanding of open interest and its implications on market sentiment. - Ability to create an automated Excel sheet that updates data every minute. Please note that I'm looking for a freelancer who can deliver a high-quality, reliable tool for tracking and interpreting NIFTY index...

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    Excel sheet design
    4 days left
    Verified

    I need a excel sheet (some columns protected), as soon as date are entered in Sheet 1 on a specific column the entire row needs to more to tab2, same at tab 2 as soon as date entered the row needs to move automatically to tab 3, same to tab 4, 5, 6. (All the rows are protected, can not be deleted, they will only move between tabs as the project runs) - Production Job Tracking report I would like to do the project together with the freelancer on teams (within the next hour is possible) I assume the project will take maximum an hour

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    I'm looking for an Excel developer to create an inventory management system. While specifics on the functions of the system haven't been detailed yet, the system will need to track stock levels and generate reports. As such, the ideal freelancer for this project should have prior experience in developing similar systems on Excel. Skills and experience required: - Advanced knowledge of Excel - Prior experience in developing inventory management systems - Ability to generate and interpret detailed reports - Excellent understanding of tracking stock levels

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