Extracting data mdb file excel filemunkák

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    2,000 extracting data mdb file excel file munka, árazás ebben: EUR

    I have a Korean version of the PPT file. I want to convert it to an Adobe AI file for printing. There are also BitMap graphics, so I will need to do a good job when converting them. I need to create the AI file to be at least 3000 px vertical for printing.

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    I'm looking for an experienced Power BI professi...Implement Interactive Dashboards: With emphasis on user engagement, the dashboards should be interactive and user-friendly. - Data Visualization: The dashboard should visually represent the data from Excel spreadsheets in a clean, easy-to-understand format. - Interactive Charts & Drill-Down features: I want a dashboard where users can interact with charts and explore detailed views of our data. Ideal Skills: - Experience in Power BI - Proficient in data visualization - Deft with interactive chart development, and drill-down feature set up Your task is to guide me on how to create this, using an existing example as a guide. Your expertise in Power BI and data visualization would ...

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    i have excel framework that contains multiple user inputs the convert the outputs to a graphs and charts i need to convert the excel sheet to a website.

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    I am in need of an Excel expert who can successfully create rows in an Excel sheet with a dropdown list that allows multiple choices. These choices should be exclusively filled with text data. Key project tasks include: - The text data should be extracted from pre-existing Excel sheets that I will provide. - Any row that utilizes these dropdown lists must be color-coded differently, with the format contingent on differing data values. Ideal skills for this job would primarily include advanced knowledge of Excel or a similar spreadsheet software. Familiarity with text data extraction and color-based conditional formatting would also be of advantage. Previous experience managing similar tasks and a keen eye for detail would ...

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    I am in need of an experienced Microsoft Excel expert who can create a specialized personnel cost budget template. This template should include: - Automatic calculations. - Cost categories for Salaries and Wages, along with Benefits and Bonuses. Experience in financial modeling and budgeting would be ideal to ensure accurate automatic calculations are set up. You will be creating this from scratch, so creativity and attention to detail are also required. Please provide samples of similar Excel projects you've completed in the past. Adequate knowledge of personnel finance management is a plus.

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    I am in dire need of a proficient C# developer with profound experience in API integration and token fetching. The central task involves revamping our existing project from an older API integration to a...sophisticated one - Efficient fetching of access tokens Skills & Experience: - Specialist in API integration - Mastery in token fetching - High competency in C# Please note, I am not looking for a resume but a detailed project proposal that explicates your approach towards fulfilling the requirements of the project. API Functionalities: The older API is currently handling: 1. User Authentication 2. Data Fetching I am looking forward to a defined, purposeful structure in the newer API for these functionalities. If you deem fit for this role, please submit a detailed pro...

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    I am in need of data entry and web scraping experts who can assist me with a project. The tasks that need to be completed include both data entry into a spreadsheet and web scraping for specific information. The final data should be delivered in Excel format. I have a specific deadline for the project and it needs to be completed within a week. Ideal skills and experience for this job include: - Proficiency in data entry and web scraping techniques - Experience with spreadsheet software such as Excel - Knowledge of web scraping tools and techniques - Attention to detail and accuracy in data entry - Ability to meet tight deadlines and work efficiently If you have the necessary skills and experience, please submit your proposal.

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    I'm in need of an Excel programmer who is proficient with VBA. The task involves creating a VBA scroll bar that changes values within a specific cell. The cell's contents should be adjusted in increments of 0.01 through the scrollbar's activities. - Proficiency in Excel and VBA is a must. - An understanding of user interface designs with Excel is ideal. - The candidate should be capable of testing and debugging functions within Excel. Your main goal is to create a VBA scroll bar that can accurately manipulate cell contents. Your work will be deemed successful when the scrolling alters the cell value as per the increment specified. Reach out if you have the necessary skills and can get this job done.

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    I need an adept Figma designer to construct and export frames as json files. Below are my specific project needs: - Frames: The focus will be on creating square posts outer frames for my Home page, About page and Contact page. - Dimensions: The necessary size for these frames is 12x12 inches. - Elements: These frames should contain both text and images. Experience in json file exports and proficiency in meeting specific design details are a must for this project. Familiarity with designing frames for web pages will be an advantage.

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    I am looking for an Excel expert who can assist with implementing logical formulas and calculating percentage-based results for different strategies. There are three key strategies that require your attention: Strategy A, Strategy B, and Strategy C. Your tasks would include the following: - Implementing logical operations to enhance data organization. - Entering information pertinent to each strategy. - Calculating and displaying the percentage of each strategy. Ideally, you should have extensive experience in Excel calculations and logical operations. Proficiency in data analysis and reporting is also a plus. I am in need of an individual who can accurately interpret and implement my strategy-focused approach in Excel. Your output will provide a foun...

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    ...project, I have a requirement for a software program capable of extracting specific data from PDF files and importing it into a .csv format. Here's a list of capabilities I would like the designed software to have: - Upload PDF Files: The software should accept PDF files as input. - Extract Text Content: Identify and extract particular text content from the uploaded PDF. - Text Around Specific Keywords: The capability to pinpoint and extract data surrounding specific keywords is crucial. - Recognize Keywords: The program should utilize regular expression pattern methods to identify these specific keywords. Freelancers applying for this project should have substantial experience in Regular Expression Pattern matching, data extraction, and software dev...

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    Core Functionalities 2.1 User Authentication and Manage...tracked. Task Removal: Admin can remove tasks from the system at any time. 2.3 Tracking and Rewards Visit Tracker: A tracker will be placed on external websites to track user visits and send data to the CRM system. Earnings Management: Specific earnings will be assigned to users upon task completion. Withdrawal Requests: Users can request to withdraw their earned amount once it exceeds a predetermined minimum balance. 2.4 Financial Reporting and Admin Panel Earnings Reports: Admin can view total earnings, user-wise earnings, and date-wise earnings. Export to Excel: Admin can export financial reports to Excel. Admin Dashboard: Admin can use a central dashboard to manage all aspects of the CRM add more require...

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    I am seeking a seasoned freelancer with exceptional data extraction abilities, particularly from Word documents. I need help extracting purely text data. The extracted data should be organized, accurate, and timely provided. Ideal Skills: • Proficiency with Word documents • Strong ability in text data extraction • Attention to detail and accuracy • Excellent time management skills Your previous experience in similar tasks will be instrumental in getting this job done efficiently. Please be prepared to provide examples of your past related jobs for my review. Looking forward to your bids.

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    I'm in need of a seasoned software developer to work on a Laboratory Information System (LIS). Your task will encompass extracting lab test data from different lab/pathology machines. The developer should know how to write code in RS 232 and TCP/IP protocols etc . I am listing some companies here from where we have to pull data Agappe, Erba Ideal Candidate Should: - Have extensive software development experience - Ability to navigate and extract data from different lab/pathology machines Please include your applicable experience. Your familiarity with specific programming languages or any additional skills relevant to this project would be beneficial. This project demands someone with a keen attention to detail, so your proposal should reflect this.

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    I require deep forensic analysis of PDF metadata, which will entail extracting crucial details including the creation date, modification date, and author. This analysis should also point out the specific text that was changed or altered. In addition, a thorough content analysis of the PDF document is needed. This involves both title & headings and body text. Beyond these primary requirements, an additional extraction of 'Creator' metadata from the PDF document is also essential. It is crucial that freelancers interested in this project have strong skills in data analysis, forensic software tools, and text analytics, along with a solid understanding of PDF metadata structure.

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    ...need assistance with advanced Excel functions. My project focuses on two main areas: data analysis and usage of specific formulas. Tasks include: - Data Analysis: This entails financial analysis and data visualization. You'll be dealing primarily with fiscal data and you'll need to make the data meaningful and easier to understand. - Formulas and Functions: You'll be carrying out tasks that require an expert knowledge of VLOOKUP and IF functions. An ideal freelancer would be one who's proficient in Excel, specifically with experiences in handling VLOOKUP and IF functions, and someone who has a strong grip on financial analysis and data visualization. A keen eye for detail and ability to deliver accurate resu...

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    I'm in need of a data scraping expert to extract specific baseball statistics from a certain website. () - **The job will include:** Creating a file that can be executable on command. Could be excel or other that pulls the data required from website ( see file for details). I should be able to pull this data repeatedly over time with the fresh data of the day. - **Ideal skills and experience:** Candidates should have experience in web scraping, especially with sports data, proficiency in a programming language suitable for data scraping (such as Python) and a good understanding of baseball statistics. The website requires a login to get in. This task requires precision and an analytical mindset to ensure the acc...

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    As a client deep within the Arts & Entertainment industry, I'm on the hunt for a seasoned professional. Whether it's a full-time, part-time, or freelance job you desi... or freelance job you desire, this could be your opportunity. Ideal Candidate: - Has significant experience or background in the Arts & Entertainment field. - Can demonstrate their expertise through their previous works and accomplishments. Application Requirements: - It is crucial to list your relevant experience. This shows me your readiness to take on the tasks at hand and your ability to excel in this field. Please note that skipping the type of job you're looking for won't affect the hiring process; what matters most is your capability to deliver, whether as a full-time employee,...

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    I'm in need of assistance with certain advanced functionality in Excel. My project heavily depends on modifying complex Excel files and requires a specialist with a strong grip on: - Formulas and functions: Ability to apply and manipulate these is critical. - Statistical Functions: Will be used extensively, so expertise in this subset is necessary. - Lookup & Reference Functions: Another function set that the project necessitates. I'm looking for someone with remarkable ability to use these features to streamline data analysis and visualization. The completion timeline for this project is within the next month. Proven proficiency in Excel and the capacity to adhere to the given timeline is mandatory.

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    I need assist...task. Through effective and accurate Google searches, I require a freelancer to compile a spreadsheet detailing specific information found on tech-related websites: - I'm interested in extracting the URLs of these websites. Furthermore, I want to include the titles and descriptions associated with these URLs. - My aim is to accumulate the email addresses found on these sites. Please ensure these details are precisely captured and recorded in the provided spreadsheet. A successful freelancer for this project would have a keen eye for detail, possess exceptional Google searching skills, and be proficient in data entry and extraction. Experience with tech-related websites is desirable, yet not mandatory. I look forward to seeing your bids and addressing an...

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    ...an expert in Excel to help me create a jobmatch system. This project involves listing various workfields like a hotel, restaurant, bar, coffeeshop, warehouse, detailsshop, and customer service, and their related job roles on an Excel sheet. The complex part of the project is, each job role needs to be evaluated for similarity with a focus on three major elements: - Hardskills, Softskills and qualifications - Experience and education - Personality traits Moreover, these elements should not bear equal weight but must be individually customized. The weight for each criterion in a jobmatch process should be custom-tailored. Chat GPT can be used to understand the weights for each workfield Ideal candidates will possess: - An in-depth understanding of data analysi...

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    I'm seeking a...business analyst, skilled in MS Visio, to convert my existing Excel diagram of a business process into the latest version of MS Visio. Specifically, your task will be: - Shifting flowcharts and swimlane diagrams from Excel to MS Visio - Implementing color formatting and thoughtful annotations to the converted diagrams - Ensuring all diagrams maintain a professional and corporate style throughout. The ideal fit for this project would be detail-oriented and have excellent knowledge in MS Visio and business process modelling. Their expertise should be evident in providing sleek, professional, and corporate-looking diagrams. Prior experience in working with similar projects is a significant advantage. NOTE: I will provide the excel file and ...

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    ...automate critical workflow components in our daily operations. Two main areas require immediate attention: File Management and Organization: - The Python script needs to sort files based on specific, predefined criteria. - Renaming files with a designated naming convention is also a prerequisite. - Also, creation of folders and subfolders for file organization is vital. Report Generation and Analysis: - The focus is primarily on statistical reports, which means you must be able to work with statistical data and produce relevant analysis. This project is ideally suited for a freelancer with strong Python scripting skills, file management expertise, and a solid background in statistical data analysis. By creating a streamlined system, you will enhanc...

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    I'm in need of a dedicated data entry specialist, who is adept in Data entry of commercial invoices. Key Responsibilities Include: * Accurately entering invoice data into Microsoft Excel spreadsheets. * Ensuring adherence to specific formatting requirements, details of which will be provided upon project commencement. A deep understanding of Microsoft Excel and precision in data entry is crucial for this role. Experience with processing invoices is highly desirable. Attention to detail and maintaining the integrity of confidential information are also essential for this project. Project Description: We have a pressing requirement for a meticulous and detail-oriented freelancer to assist us with data entry tasks. We possess over 15...

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    I need a knowledgeable freelancer comfortable with data entry involving image data. The key aspect of this project is the extraction of text within these images. Key Responsibilities: - Concentrate on identifying and extracting specific content like product names or places within image data. - Ensure precise capture of requisite information, maintaining data integrity. Ideal Employee Skills: - Proficient in data entry tasks, particularly with image data. - Excellent attention to detail for identification of specific content within images. - Familiarity with various product names and/or places is advantageous. - Prior relevant experience in data entry work. Please furnish your detailed experience and samples of previous similar ...

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    I'm seeking a skilled individual who can scrape text content from a PDF. A high level of attention to detail is needed as the data must be accurate. Key Project Requirements: - Excellent web scraping skills specifically around extracting text data from PDF files. - Ability to deliver scraped data in Excel format. - Efficient and accurate data extraction is a priority. Ideal Skills and Experience - Proven experience in web scraping, especially from PDFs. - Knowledge of saving data into Excel. - Capable of maintaining data accuracy. - Familiarity with captcha handling. I'm looking forward to your bid and answering any questions you might have about this project.

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    ...are adept in VanillaJs, Angular, and React. Your job is to develop a file file uploaded should handle a server call on init, exchange apiTokens (REST API is provided) and if the token is valid, then display a file uploader button. If the user click on the file uploader he/she can do the following steps within a wizard: - Select the csv/xls/json file - Select worksheet (optional) - Display preview table for the first 6 rows - Map headers to headers coming from the REST API - Data validation - Data upload Ideal Skills * Proficiency in JavaScript, particularly VanillaJs, Angular, and React * Experience in developing file uploader libraries * Able to work on an exciting and urgent project * Knowledge in file upload funct...

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    I am in need of a service that includes text data entry into Microsoft Excel. The specific requirements are as follows: - Expertise in text data entry. The data to be entered is purely textual, no numbers or alphanumeric data are involved. - The text data needs to be organized in Alphabetical order. A systematic and meticulous eye for detail is required to ensure accuracy and consistency in the arrangement of the text data. - You must have a thorough understanding and extensive experience working with Microsoft Excel. It is the platform where the text data will be entered, sorted, and stored. Accuracy, efficiency, and confidentiality are paramount in this project, hence, the ideal freelancer is a seasoned professional with ...

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    Seeking a detail-oriented freelancer to help with a data entry project. The ideal candidate should have: - Knowledge and experience entering text data from digital files into Excel. - Experience in Excel table formatting, ensuring the structured and organized presentation of data. - Skilled in data management, able to maintain integrity and accuracy of the information. - Attention to details to avoid mistakes during data entry. This project requires specific skills in Excel and keen attention to detail. Make sure you are comfortable with handling and managing digital files and you’re equipped with good typing speed and accuracy.

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    I require a meticulous professional to aid in text and numerical data entering into an Excel file. - Data Entry Scope: The workload involves entering 850 rows/5 columns of data into 1 workbook/28 sheets . This is a one-time assignment needing immediate attention. - Skill Set: The ideal candidate would have experience in data entry and a keen eye for detail to ensure accuracy. Proficiency in Excel is a necessity. Looking forward to a productive engagement.

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    I need an Excel whizz capable of effectively entering and organizing both numerical and textual data in my spread-sheet. You should have: - Proficiency in Excel, particularly with data entry and organization functions. - Exceptional attention to detail, ensuring no data is mismanaged. - A good understanding of organizing data chronologically. Your task will involve: - Inputting a mix of textual and numerical data in an Excel sheet. - Organizing this data chronologically. - Ensuring data accuracy and integrity. Your keen eye for order and structure alongside your Excel proficiency will be crucial to the successful completion of this project.

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    Data entry Véget ért left

    Data entry project requiring transcribing documents into Excel spreadsheets. Ideal candidate should have experience in accurately transcribing a large number of documents. Preferred format for the transcriptions is Excel Spreadsheet. Project involves transcribing more than 20 documents.

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    ...have attached my excel doc I created but am having trouble getting the results in require. I am looking to implement formulas and pivot tables to an existing Excel document for more sophisticated data analysis. The primary focus is on electrical energy usage. The ideal candidate will have strong skills in Excel with a special ability to effectively use pivot tables and understand energy consumption data. Expected Deliverables • Add formulas, including but not limited to pivot tables. • Design pivot tables to analyse patterns in electricity usage. Skills and Experience Required • In-depth understanding of Excel formulas and pivot tables. • Experience in working with energy consumption data is a plus. I look forw...

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    ...uploads on our Shopify website. What we look for in you is: Key Responsibilities: - Sourcing high-quality stock images of the products (1024x-4096x) - Extracting product information (as required) from supplied websites - Uploading products and their associated information effectively into the Shopify platform (if applicable and as required; incl. attributes, product category, product attributes, etc.) # of products to be uploaded: up to 1,000 Ideal Skills: - Proficiency in eCommerce platforms, specifically Shopify - Keen eye for detail, particularly image selection and uploading of product information - Proficient in data entry and/or data management Experience in the cellphone accessory industry or a similar product type will be a significant advantage. If sat...

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    ...around Data Analysis, specifically focusing on Financial Data. Your responsibility will be to write a Python script on the dataset provided. Key responsibilities: - Reading from Excel or other data files and process them into Python data objects (such as a dictionary) - Write the code to process data as fast as you can - Interpret complex customer data, analyze results using statistical techniques - Develop and implement data collection systems and other strategies for predictive analysis - Assuring the quality of the data used for analysis is optimal - Building algorithms and developing automated processes - Test and QA the software you write and assist with integration if required Ideal Skills and Experience: - Proven ex...

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    I'm in need of an expert in Power BI who can create daily updated reports sourced from both Excel spreadsheets and SQL databases. A successful freelancer should be resourceful in presenting the data using specific visualization tools like bar charts and line graphs. Ideally, I would want to work with someone who has a good understanding of data analysis and can deliver accurate reports promptly. Key responsibilities: - Source data from Excel Spreadsheets and SQL databases - Create bar chart and line graph data visualizations - Ensure the Power BI report is updated daily Preferred skills: - Proficiency in Power BI - Experience with SQL and Excel - Strong problem-solving skills - Excellent time management skills - Ability to work ind...

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    I urgently need a skilled data analyst to conduct crucial sales forecasting for Toyota Corolla. You will be tasked to anticipate our future sales, which will directly influence our business strategy. Requirements: - Proficient in Excel and other data tools - Extensive experience in data analysis and sales forecasting - Familiarity with automotive sector is a plus Although the level of detail in the forecast wasn't specified, it would be beneficial to cover a broad scope and drill down as needed. This project needs to be completed ASAP, showcasing your ability to work efficiently under pressure will be positively regarded. Looking forward to working with dedicated and proficient freelancers.

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    Create a PowerPoint slide with the information from the video. Must listen to al...information from the video. Must listen to all that is said by the teacher and create a PowerPoint slide. However, whatever information is taught regarding the pagan holiday side of the teaching, I would like it to be at the beginning of the PowerPoint slide. You can extract the audio or listen and type. As long as everything the teacher is discussing, it must all be on a PowerPoint slide. - After extracting the audio, the focus of the content is "Explaining Resurrection Sunday". Therefore, possessing a keen ear and attentiveness to religious details will be beneficial. The project's success will be measured by how well you have highlighted the main points related to this topic. Th...

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    ...equipment. - Understanding of electrical-actuated diaphragm valves and electronic monitoring systems. - Expertise in system safety analysis methods like FTA and RBD. - Ability to interpret probability and risk data related to system failures. - Skills to document and present findings clearly and effectively. Software Required: - Arbre-Analyste: For conducting FTA and RBD. (Open Source: ) - Basic Design: For schematic representation and design modifications. (Canva / any) - Statistical Analysis Tools: To process failure data and probability calculations. Use MS Excel. This project involves a comprehensive safety assessment and improvement plan for the critical cooling and emergency shut-off systems of an EDPM in an oil refinery. The goal is to minimize risks, enhan...

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    I'm in need of a professional who can ...sorting the files based on a subject-based system, therefore an expert who understands this system is an advantage. Key requirements include: - Expertise in handling and organizing vast amounts of data in mixed formats - Proficiency in using standard software for digital file organization - Highly detail-oriented to break down files into detailed sub-categories without losing sight of the broader subjects - Prior experience working on legal files of a sensitive nature regarding divorce, custody, and abuse would be beneficial The right candidate should be able to efficiently navigate through complex data structures and categorize them based on specified parameters. Maintaining confidentiality of the information in these f...

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    ...a Microsoft Excel wizard who is skilled in Visual Basic for Applications (VBA). Your primary tasks will include: - Leveraging VBA within microsoft excel to perform find and replace tasks on external files (.html files) - An excel spreadsheet placed in a folder will be able to... Macro 1 Will list all the files in the current directly in column A Macro 2 Will open and search the files in column A for strings listed in column B and confirm if they were found in Column C (Found or Not Found) Macro 3 Will open and find the string listed in column A and replace it with the new string listed in Column D Given the nature of the project, strong Excel and VBA proficiency is expected. Your skills should include but not be limited to creating macros, utilizing VBA ...

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    ... delete/deny/no collect If $ not showing, add/accept/yes collect Extract and collect data for use in MS Excel 2016 YOU: Use SOURCE initial scrape pages, any of these 5 URL/links: Provide me with SAMPLE/EXAMPLE data, ***before anyone is awarded ***Too many candidates (here and other websites) are telling me they CAN DO IT, then hours or days later, telling me no, they cannot do it. ***SAMPLES / EXAMPLE DATA (25-50 records) delivered as PROOF, will be given highest considerations to awarding work/contract

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    I need information from previous violent incident data collected from various schools analysed. I will supply the data on an excel data will include instances of both physical violence and verbal aggression between students and staff. The data needs to be compared and contrasted to identify any trends or patterns. Excel pivot tables or similar would be ideal for this simple project for those who are good with manipulating data. Ideal freelancers for this project will have solid analytical skills. Accuracy, thoroughness, and the ability to perceive patterns in data sets are crucial skills for this task.

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    I need my STL file modified to improve its printability. Specifically, I'm looking to have the walls of the model thickened. Please note that we will be using a 3D printing technology similar to what's used by Shapeways or CraftCloud3D. Key requirements: - Expertise in 3D file modification and understanding of printability standards. - Knowledge of 3D printing technology. - No hard deadline, focus is on quality of the final result, not speed. Applicants with previous experience in similar projects will be highly considered. Understanding of 3D printing materials and their properties is a plus.

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    As a new startup, we're seeking a professional with substantial experience in financial planning. This role must encompass: - To build a financial model template attached as an Excel sheet. - Explanation of the financial model in Word document (2000-4000 words) Attachments explanation: 1- An Excel sheet should be followed to build a financial model. 2- Project idea for the start-up. 3- Project Guideline. Work dynamic: 1- we expect two-way communication in terms of 2 meeting sessions. The first meeting should cover all initial questions by the freelancer. The second meeting should be toward the final draft to discuss any challenges and directions. Email communication should be expected anytime to answer quick questions or directions. 2- Deadline: The project should...

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    I'm in need of a proficient data entry specialist to assist me with some tasks. The main task will be to transfer data from digital Excel spreadsheets. Key Responsibilities: - Accurate data entry from Excel documents - Handling of less than 1,000 entries Needed skills and experience: - Proven data entry experience - Strong knowledge and proficiency with Excel - Accuracy and attention to detail - Ability to meet deadlines I look forward to seeing your applications.

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    ...an experienced data entry specialist with an advanced level skill set to handle an expansive numeric data entry task. * Data Type and Volume: This project revolves around numeric data, specifically a high-volume data set, and will encompass over 5000 entries. Hence, the expert should have significant experience dealing with extensive data processing tasks. * Expected Skills: Number proficiency and attention to detail are crucial. The professional should be capable of handling a considerable amount of information without compromising accuracy and precision. Mastery of spreadsheets and databases is expected, including Excel and related software Should you find the project within your expertise, please submit your bid. Demonstrated exper...

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    ... Pull lead lists from various data sources (Propstream, Privy, GoHighLevel, REI Reply, REI Lead Machine) Data Entry Mailmerge (Excel and Word) Implement direct mail campaigns Graphic design (using Canva) Flyers Company branding Create graphics and property promoting materials Research Look for the real estate agents and their contact info for specific properties Look for homes for sale on Zillow with Keyword Search Look for properties which are behind on their property taxes Look for contacts at various buyer companies Create maillists and send bulk emails (Mailchimp) Website updating Listen and respond to phone messages Social media posting Scraping names/emails from Facebook groups Data Entr...

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    I require expert assistance with data entry tasks from an Excel spreadsheet. Particulars about the data type and volume are not definitive, but professional handling of Excel spreadsheets is crucial. Skills and experience: - Proficiency in Excel - Attention to detail - Data entry experience This project may involve different types of data - textual, numeric, or categorical, hence broad familiarity with these data types is beneficial.

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