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    2,000 use read data excel jobs found, pricing in USD

    Looking for an expert who can assist with Excel automation, specifically for data analysis purposes. Proficiency in Excel 2016 is crucial. - Skills Needed: * In-depth knowledge of Excel 2016 * Proven experience in automating Excel functions * Ability to troubleshoot and unlock password-protected files * Strong understanding of data analysis techniques The project involves enhancing the efficiency of routine tasks around data analysis. As I have elected not to provide specifics on the types of data analysis procedures to be automated, I would appreciate your input on leveraging the capabilities of Excel to streamline these processes. Please note, we will be dealing with a password-protected file, so a solid experien...

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    I require a dedicated professional who can take a series of scanned, handwritten PDF files and accurately translate them into an Excel format. The potential freelancer will need: The documents strictly contain textual data. Please note, it is not clear whether the documents contain discrete sections like tables, headers, footers, or they follow a simple paragraph style, so flexibility in dealing with various scenarios is essential. Excellent knowledge of Excel and strong data organization skills are crucial for this project, as my ultimate goal is a clean, easily readable, and sortable Excel document.

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    ...Word or Excel files) can be opened without a hitch once saved. The ideal candidate for this job should: - Be proficient with Microsoft power automate, Outlook and OneDrive. - Have experience with automating tasks related to email and cloud storage. - Understand and remedy potential issues related to file accessibility after storage. Your role will involve: - Creating a streamlined process or application to automate the saving of email attachments to OneDrive. - Ensuring the saved files remain accessible and openable. - Testing the process to ensure all PDF, Word, and Excel attachments from Outlook seamlessly transition to OneDrive and remain functional. A successful delivery of this project means I'd be able to receive an email in Outlook, have its attachments (...

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    Russian Recording Project We have a project, that needs Russian speakers, we will give you the text, and you need to record just 450 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 10USD For 450 short sentences recording. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project. Thanks :

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    I need to convert an Excel file into a Google Sheets document. The main objective is to facilitate data sharing with colleagues and partners efficiently, hence the need for the conversion. Key Responsibilities: - Convert Excel files to Google Sheets without changing the data structure - Ensure data integrity during the conversion process The ideal candidate for this task should have: - Proficiency in Microsoft Excel and Google Sheets - Experience with data management and conversion - Great attention to details ensuring no data loss or distortion occurs during the conversion No need to worry about macros, as there are none in the original Excel file. This should be a straightforward conversion task. Please only apply if you...

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    I am in need of an education verification specialist for a preemployment opportunity based in Hanover. Though it is not explicitly stated, thoroughness is an implied demand of this position. Either degree, diploma or course verifi...Include any relevant experience in education verification. - Provide a track record of their past work, if any. - Draft a detailed project proposal to demonstrate an understanding of what the project demands. Although the format for the education verification information wasn't specified, preference would be given to freelancers who can work and are versatile across all formats (PDF, Word document, Excel spreadsheet). Applicants must possess good organizational skills, attention to detail, and the ability to work effectively under the pressure of t...

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    I'm in need of an expert in Excel with a strong command of mathematical calculations, conditional formatting, and data analysis. You will be primarily working with numeric and date/time data. Key requirements: - Mastery of mathematical calculations within Excel - Proficiency in using conditional formatting - Solid understanding of data analysis techniques The outcome of this role involves: - Generating comprehensive reports from complex data - Automating tasks for increased efficiency Experience in automating tasks and generating reports within Excel is highly valued.

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    I need a proficient Excel professional to handle some text data entry tasks, specifically focusing on detailed product descriptions. Your main responsibility will be: - Inputting product specifications into Excel spreadsheets The ideal candidate must have a keen attention to detail and excellent Excel skills. Knowledge in product specifications will be a great advantage. Please submit your bid with any relevant data entry experience and we can discuss further.

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    ...professional with experience in Airflow and dbt for my project. You will be handling an ETL/ELT integration specifically for data migration. This migration task involves moving specific tables from one MySQL database to another one. Your key responsibilities for this project will include: - Identifying the specific tables needed for migration, as indicated by me. - Developing and implementing an efficient migration process using Airflow and dbt. - Ensuring successful and accurate data migration. Ideal skills: - Incremental data must be transferred every hour. - Transfer speed is important. - Extensive experience in Airflow & dbt. - Proficient in MySQL databases. - Experience in data migration projects. - Thorough knowledge of ETL/ELT processes. - Atten...

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    I require an experienced data entry specialist with proficiency in Microsoft Excel to assist me. The tasks involve: - Inputting and organizing relatively small amounts of data (less than 100 rows) - Analyzing data and generating reports Ideally, the freelancer should be familiar with Excel formulas and macros. Good data interpretation skills and attention to detail are needed to accurately analyze and reports the results. A capacity for hard work is also appreciated, as I am dedicated to this work and will need someone who can keep up.

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    I am in need of a skilled and experienced ghostwriter who specializes in crime mystery fiction. Specifically, the project involves: - Writing from a first-person narrative perspective; - Developing suspenseful, dynamic, and compelling...the story is gripping and enthralling from start to finish. Ideal ghostwriter should have: - Proven experience in writing crime mystery stories; - Excellent capability to write in a first-person narrative; - A strong understanding of character development; - Ability to write spellbinding narratives that captivate readers; - Strong command of English grammar, syntax, and vocabulary. Being well-read in the specific genre of crime mystery is a significant plus. Looking forward to receiving your sensing samples and previous works in the genre for ...

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    I'm in need of a Virtual Assistant based in South America who can assist with cold calling businesses. Your primary responsibility will be to reach out and set appointments for me. Here's what I'm looking for: 1. Fluency in English language. 2. Capable of doing outbound cold c...skills. 4. Proven experience in appointment setting, preferably from a B2B context, is a must. 5. Must have the ability to persuade and deal with objections professionally. 6. Should be self-directed, assertive and have the ability to work in a fast-paced environment. Your success in this role will be measured by the number of appointments you can set. This is a fantastic opportunity for those who excel in telemarketing and appointment setting. If this matches your skills and experience, I...

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    I am in need of a talented PCB designer who can assist with the basic design of a circuit board. This project's main aim is to replace an existing circuit board. Details related to the project: • This is a fairly simple task with only a few components involved, making it very suitable for those who excel in basic PCB design. • I have a schematic diagram that I will provide. Your task will just be to take that schematic and translate it into a PCB design. Ideal Skills and Experience: • Extensive experience with PCB design • Familiarity with basic components • Ability to translate schematics into PCB designs • Strong attention to detail This project is a fantastic opportunity for someone looking to showcase their PCB design skills on a basic yet...

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    I'm in need of a skilled professional who can manage the daily tasks involved in my accounting and bookkeeping. Your responsibilities will include: - Handling accounts payable - Reconciling bank statements - Generating financial reports I use QuickBooks, Xero, and Excel spreadsheets in my daily operations. Therefore, experience and proficiency in these tools are highly required. Experience with daily accounting tasks is a big plus. Attention to detail, high reliability, and a keen understanding of finance protocols will be ideal for this role.

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    ...an interface that supports daily stock uploads using Excel files, ensuring seamless updates on available products. - Order Placement: Customers should be able to browse my products, fill their baskets, and place their orders with ease. - User Registration and Login: Users should be able to create profiles, providing details such as contact information, billing/shipping addresses, and prescription details. Logged-in users should have the option to track their orders and view order history. Freelancers applying for this project must have relevant experience with app and website development and be ready to provide detailed project proposals. This should include how you plan to implement these features, the technologies you intend to use, along with the project timeline. On...

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    I need an expert in Excel who can optimize my current dashboard. Specific tasks will include: - Enhancing the data analysis function of the dashboard - Improving the visualization of sales and HR manpower data The data will be updated on a monthly basis. Therefore, the dashboard should be designed for easy updating and automation. If you have relevant experience in designing and optimizing Excel dashboards, especially for sales and HR data analysis, your skills are highly desirable for this project.

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    I'm seeking a skilled professional who can diligently perform data entry tasks. The prime responsibilities will be: - To accurately input text data into an Excel spreadsheet and web-based forms. - The task requires complete fluency in English. - The data needs to be arranged according to a specific, custom layout in the Excel spreadsheet, the details for which will be provided during the project. The ideal freelancer would be adept in data management, ensuring accuracy, and should possess advanced Excel skills. Prior experience in specified data entry and a thorough understanding of English is a must for this project.

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    ...looking for a freelancer who can help me with gathering current data on Open Interest and Volume from the NSE and BSE option chain. The ideal candidate should have experience in data collection and analysis, with a strong knowledge of the stock market and options trading. Specific requirements for the project include: - Gathering current data on Open Interest and Volume from the NSE and BSE option chain - Presenting the data in web page with filters - Ensuring that the live data is up-to-time and accurate The freelancer should have the following skills and experience: - Proficiency in data collection and analysis - Strong knowledge of the stock market and options trading - Experience working with Excel and creating tables for data...

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    ...professional to develop a financial model using Excel that relies on total return over a variable number of days and volatility for stock selection and risk differentiation. This model will employ adaptive allocation methods. Ideal qualifications: - Deep knowledge and experience in financial modelling and analysis - Proficiency in Excel - Understanding of portfolio selection and allocation - Familiarity with financial metrics such as Return on Investment (ROI), Standard Deviation, and Sharpe Ratio Project details: - The model should incorporate total return over a flexible duration for stock selection. - Volatility should serve as the basis for managing risk within the portfolio. - The financial model will need to be updated with new data on a daily basis. If...

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    I'm seeking an Excel expert who can design and build an org chart that visualizes my company's structure. The primary requirements of the project are: - Creating an innovative org chart with 5 to 10 levels of hierarchy. This should lucidly identify reporting relationships and aid in future workforce planning. - Chart must be dynamic and editable, allowing easy updates when there are organizational changes or expansions. Ideal candidates for this project should demonstrate: - Proficient knowledge and experience with Excel. - Previous examples of detailed, dynamic org charts created in Excel. - Strong understanding of organizational structures and how to best represent them visually. - Excellent attention to detail and accuracy.

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    I need an experienced Excel and VBA specialist to assist with a project that involves data cleaning and generating reports from a CSV file. This file contains dates and times against power usage for apartments and needs to be processed in Microsoft Excel. The job tasks include: - Fixing inconsistent data entries in the CSV file - Extracting time of usage for each apartment - Creating a repeatable VBA script for future use Ideal freelancers will have strong experience in: - Microsoft Excel for managing and manipulating CSV files - VBA for creating automated tasks related to data cleaning and report generation Your help will save me time and effort in terms of managing this CSV file and creating valuable reports in the future. Successful c...

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    I am in need of an Excel guru to assist with my project involving fewer than 5 sheets. Help is needed to organize and format data effectively. Beyond just basic formatting, the project also requires the use of advanced formulas, specifically VLOOKUP and INDEX MATCH. The ideal freelancer for this task should have: - Expert knowledge in Excel formatting and data organization - Proven experience in creating and using advanced Excel formulas like VLOOKUP or INDEX MATCH - Strong attention to detail and focus on data accuracy - The ability to complete tasks efficiently and on time. Rest assured, if this project is successful, there could be more opportunities for similar jobs in the future. Looking forward to your bids.

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    I'm looking for a proficient Excel expert with extensive experience in data cleaning to assist with a key task. Your primary responsibilities will include: - Identifying and removing duplicate data entries in Excel, Data cleaning - Creating Pivot tables and data aggregations - Efficient dashboard and visuals that showcases trends and patterns via graphical data representation. Please only bid if you are seasoned in creating pivot tables, using Power query and generating visually appealing data insights. Precision and attention to detail are essential skills for this project.

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    ...skilled developer to create a data visualization webpage, similar to Google Earth. Ideal candidates should have a strong background in JavaScript, Python, and HTML/CSS. Key components: - Design: I have a specific design in mind for the webpage, details of which will be shared with the selected freelancer. - Data: The website's function will be to display GPS coordinates (latitude and longitude) alongside relevant site information when hovered over. This would include Site Name, Site Description, and Site Statistics. - Source: All required data is contained in an Excel sheet which I will provide. The ideal freelancer would have experience in data visualization, and expertise in the programming languages mentioned. Additionally, a proficiency i...

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    I'm in need of data entry professionals who have exceptional skills in gathering text data from online resources and flawlessly entering it onto a spreadsheet. Key Responsibilities: - Sourcing text data from specified online resources - Accurately entering data onto a spreadsheet with minimal errors - Ensuring data entries are formatted correctly and uniformly within the spreadsheet Ideal Skills and Experience: - Proficiency in using spreadsheets: Microsoft Excel or an equivalent is required - Strong attention to detail: This is crucial to avoid mistakes in data entry - Experience in online research: Being able to quickly and efficiently find reliable online resources - Previous experience in data entry: A strong foundation...

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    Hi Lin F., you have completed a scraping job for me for the last two years, I need it done again. Please have a look and apply: https://www.freelancer.com/projects/excel/Scrape-data-from-unprotected-URL

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    I need an expert to masterfully apply and tweak formulas and functions across entire rows and columns within my Excel spreadsheet. Your tasks will be to: - Implement formulas and functions - Apply them to entire rows and columns Ideal skills and qualifications for this job would include advanced proficiency in Excel, especially in applying lookups and mathematical functions like SUM, AVERAGE, COUNT. Proven experience with similar projects is highly preferred.

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    I am in need of a dynamic Excel tool to perform data analysis tasks. The tool must be designed using autofill drop down list, and it will be utilised for: - Employee name selection - The drop down list should offer an autofill option for employee names. - Tallying Totals - The drop-down list selections should be capable of tallying totals. For this project, the ideal freelancer will have strong experience with Excel, particularly with creating and managing drop down lists. Experience with data analysis in Excel will be beneficial. Your task will be to create an easy to use, and automated system that can manage complex quantitative data.

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    I'm seeking an expert in data collection to gather email addresses from a list of retail shop websites I have. Your responsibility will be to: - Visit each website link that I provide - Identify and collect the contact email address - Organize the data in a spreadsheet, with each email in a separate row Deliverables: - A spreadsheet in either .xlsx or .csv format with the email contact for each retail shop. Desired Skills: - Data Collection - Data Entry - Attention to detail - Proficiency in Excel or similar spreadsheet software - Familiarity with web research.

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    I'm in need of a highly skilled video editor experie...Adobe Premiere Pro. The project involves delivering ten 60-second clips intended for Instagram. These clips will utilize existing footage from live events. Your editing style should be a documentary style focusing on highlighting memorable moments from the events. Key Requirements: - Proficiency in Adobe Premiere Pro - Experience in creating documentary-style video edits - Ability to creatively use existing footage to highlight event moments The ideal applicant should have a strong record of delivering compelling short clips, particularly those meant for Instagram. This task calls for creativity and a keen understanding of what captures viewers' attention on the platform. Prior experience in event highlights compila...

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    Looking for a skilled developer who can automate the process of extracting text content from RTF code and organizing it in a categorized structure in an excel spreadsheet. On github, I see someone has tried to some success. The file is located: To begin with I am interested in the English file Years Foundation to Year 10. English MRAC/2023/07/LA/ENG HTML RDF/XML JSON LD SPARQL You goal is to extract the hierarchy and structure as a usable document to teachers. Learning Area (English) --> Year Level --> Aspect of the Achievement Standard (A sentence) : it may then have General Capabilities

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    I am seeking a proficient Excel expert to enhance macros within an existing spreadsheet. My primary concern involves re-scripting macros for performance enhancement. On top of this, the spreadheet needs to have its calculation functions updated in certain areas. Hence, the ideal candidate should be comfortable in tweaking and improving formulas for better functionality. I also anticipate that some redundant aspects of the macros may be stripped off as we progress to streamline performance. Required Skills: - Proven Macro scripting and implementation in Excel - Solid understanding and experience in complex formula manipulation - Ability to optimize spreadsheet for improved performance and efficiency. Note: Specific deliverables relating to the calculation changes will be share...

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    I need a data expert who can perform inferential analysis on a dataset that is less than 1000 rows and columns. This task requires absolute proficiency in Excel, including functions and formulas associated with inferential statistics. Your ability to draw meaningful insights from raw data is essential. Skills Required: - Excel proficiency - Familiarity with inferential analysis - Ability to handle small to medium-sized datasets Experience preferred: - Previous experience in Excel-based inferential data analysis - Proven track record of data interpretation and insights extraction

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    READ CAREFULLY & TILL END - DONT ASK SO MANY CHAT QUESTIONS - SAMPLE of atleast 10 slides from below is required to submitted- Entire work is 1,700 slides. - NOT INTERESTED TO SEE YOUR SAMPLE WORKS DONE- QUOTE ONLY IF YOU CAN SUBMIT SAMPLE REDESIGN. I’m seeking a talented and creative freelancer to redesign PowerPoint 1,700 slides for an educational course. The main aims are to enhance visual appeal, improve content organization, adding relevant graphics and animation and create an engaging experience for students. Key Project Requirements: - Redesign slides with a fun and energetic style yet remains professional. - Organize content in a logical, user-friendly way. - Craft slides that are not only aesthetically pleasing, but also actively engage students and facilitat...

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    I wanted to create about 10-15 landing pages for my most important matters. See samples below. Do you know how to do this on Joomla? If yes, send a past sample for me. In addition, do a quick draft for C11. I want to see how that will look.

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    ...developer with expertise in AppSheet, Excel, and ERP systems. Your task will be multifaceted, involving various aspects such as: - Data analysis and visualization - Spreadsheet automation - Developing an AppSheet app designed for ERP, focusing on billing, data collection, and data management The main functionalities I am looking for are: - Ability to generate and track invoices - Data entry and validation capabilities - Incorporation of Google Maps API - Budgeting features - Ability to export data to Excel A strong understanding of ERP systems, proficiency in AppSheet, and advanced Excel skills are essential to this role. Experience with Google Maps API is a significant advantage. You should be able to understand the essen...

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    ...in need of an advanced Excel spreadsheet that will help track and output several key performance indicators (KPIs) on a monthly basis. The KPI dashboard should integrate the following parameters: - Sales pipeline - Revenue - Over $2,000,000 Per month - Overheads Average 3.75% of revenue for month - Gross profit 12 % - Projects on time >90 % - Defects closed <20 working days - Customer Satisfaction - Employee Productivity - Health and Safety The desired freelancer should have: - Proficient skills in Excel including pivot tables, charts, and formulas - Experience in creating KPI dashboards - Strong understanding of business metrics Please note that the dashboard should be mapped to be updated monthly. The focus is on clarity and ease of interpretation of the ...

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    I have a task I need automated using an Excel macro. The specific function I need is data filtering from various sheets. - The Macro Task: The job involves creating a macro that filters data to different sheets. - Data Filtering: Notably, the filtering should be done based on specific criteria. I require a system that intelligently separates and filters information to various sheets. - Work Scope: I need the data filtered from multiple sheets, not limited to sheets 2, 3, or 4. The project might involve other sheets as well. Ideal freelancers for this job will have strong experience in Excel macros, data filtering, and automation scripts. Expertise in efficient data handling and manipulation are essential.

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    We have a requirement to work with Excel Power Pivot, Power Query Editor and prepare a Report. Very normal report and can be completed within couple of hours by an expert. I can pay maximum of INR1500/2000 for this first project but I will ensure, all my future work will be assigned to you. Looking for someone whom I can bank on for future. Thank you!

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    I am looking for a skilled pattern designer to create appealing floral patterns for textile use. The final designs should be artistic and resonate with a youthful audience. The ideal candidate should have: - Proven experience in designing patterns, particularly floral ones. - A good understanding of trends in apparel design. - Be capable of producing designs that is appealing Responsibilities will include: - Producing original floral pattern designs. - Adapting designs to clothing cut-outs. - Incorporating feedback to refine designs. Looking forward to hearing from you! Please include a portfolio or examples of previous pattern work in your proposal.

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    I'm on the lookout for adept, savvy sales professionals to join my team as commission-based resellers of hiking and trekking tours. Here's what you'll need to succeed: Target Market: - Primarily, we're targeting Europe - Understanding tourist demographics and sales channels within this region will come in handy. -Open to All: Regardless of ... We seek individuals who can maintain their composure and motivation throughout this period, ensuring consistent efforts to drive sales. -Result-Based Project: Your success is directly tied to your performance. The more you sell, the more you earn. We prioritize honesty and integrity in our work ethic and reward those who demonstrate exceptional sales achievements. On appliance write down " I READ EVERYTHING", ...

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    I am in need of an Excel specialist who can handle a large dataset of over 51,000 records. The data centers around employee contributions to political candidates. Specifically, I require detailed analysis on: - Contribution patterns - Candidate preferences - Employee demographics As an Excel expert, you should be proficient in working with pivot tables and be able to identify trends within large sets of data. Your experience managing, analyzing, and interpreting datasets should be well demonstrated. In addition, there is a particular interest in providing a thorough analysis of contributions based on political parties. This will help to understand better the political leanings within the dataset. To apply, please highlight your relevant experience. I look fo...

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    I urgently need proficient help with excel. The tasks to handle include but not limited to; - Data entry. - Data analysis using relevant tools. - Leverage advanced excel formulas and functions to streamline data processing. The data to handle resides within 1-5 sheets and contains both numeric and categorical data. Ideal skills for the job include; - Advanced proficiency in Excel. - Deep knowledge of data analysis methodologies. - Quick data entry skills. - Understanding of Excel functions and formulas. Experience in processing both numeric and categorical data on Excel is crucial.

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    I'm seeking a detail-oriented freelancer with strong skills in text data entry, Excel, and who is comfortable working with less than 500 pages of data. Key Requirements: - Proficiency in text data entry - Strong familiarity with Excel - Able to handle less than 500 pages of data The ideal freelancer should efficiently turn raw data into an organized Excel spreadsheet. Accuracy is vital in this job, as any mistake could lead to incorrect data analysis. Please provide evidence of your past experience in text data entry and working with Excel.

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    I would like a new WordPress website I need a theme that I have, which works with elementor, uploading to my webspace then recreating my existing website on the new theme, with customisations (add xx to the start of your proposal or it will not be read). I need customisation and pages adding the theme doesnt have. Services pages, case study pages, then a couple of forms. 12 Case study pages - 10/12 normal pages around 46 blog pages that will have to be moved to the new site with the exact URLS. Please read, bot proposals will be ignored. You must be able to add elementor and this theme to my existing webspace prior to working. ALL URLS and meta descriptions page titles must be the same as existing website but there will be content changes. THIS IS VITAL We want to ...

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    We are looking for an experienced Figma designer to create a modern, visually appealing, and user-friendly homepage design & 2 Inner Pages for our website. Budget : INR Rs. 1000 Only Responsibilities: Design a responsive and conversion-focused homepage layout & 2 Inner Pages using Figma Ensure the design aligns with given demo concept Demo Design will be provided using canva design Provide at least 2 initial design concepts for review and feedback Iterate and refine the design based on feedback from our team Deliver a clean, well-organized, and commented Figma file with the final design Requirements: Proven experience in designing visually appealing and conversion-focused website homepages using Figma Excellent understanding of UI/UX principles, web design best practices, an...

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    As a professional involved in the field of data analytics, I'm in need of an expert to develop advanced lab exercise materials for Excel, with a particular focus on Excel Macros, Array formulae, forecasting, countif, if statements, and all LOOKUPs. All exercises should come from dataset or data files KEY REQUIREMENTS: - The labs should cover 10 advanced topics, including but not limited to Excel Macros. - For each topic, I need 5 well-thought-out lab exercises created with step-by-step answers. - The exercises must be suitably challenging for advanced-level Excel users. - Each exercise should come with a step-by-step questions and answers guide to aid understanding. IDEAL SKILLS: - Extensive knowledge of Excel, especially in Macros an...

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    I'm in need of an expertly designed Excel spreadsheet that will serve as a dynamic sales reporting template. This tool will play a significant role in tracking and analyzing data related to various aspects of sales. The successful candidate in this role will incorporate tracking capabilities for variables such as: - Product sales - Revenue by customer - Customer % of revenue Furthermore, the spreadsheet should provide robust reporting on seasonality, current month vs prior year, and fiscal year to date (FYTD) vs the prior year. This comparative analysis is crucial in understanding trends and informing strategic decision making. Ideal Skills and Experience: - Proficiency in Excel - Experience in creating dynamic reporting tools - Understanding of sales data...

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    ...new reply in twitter who mentioned @whether, our dedicated acc replies to him. Usecase 2: every day we reply from several temp accounts to new reddit posts that contain "How to earn much money", with our ai reply and link to the product "" Notes: 1. You may use existent services for components as Apify scrapers, autorepliers, databases, interface for viewing dbs as analytics, interface for variables settings. 2. The integration between those services should not be expensive if event based as in Zapier, as we use it too often. 3. Basically, your task is to suggest a list services and integrate them in way we do not pay for events. Components: Searcher 1. Search Query via Twitter, Reddit, Telegram API by links, tags, @, manually search terms 2. Filte...

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