Regression data mining spreadsheet jobs

...with over 50 pages of data in mixed formats - text, numbers, and tables. The task is to accurately transfer this data into an Excel spreadsheet in a tabular format. Key requirements: - Data entry from a PDF file into an Excel spreadsheet - The data is of moderate complexity, so a good understanding of Excel is needed - The output should be a well-organized and clean Excel spreadsheet Ideal skills for this job: - Proficiency in data entry and working with large data sets - Advanced Excel skills, including the ability to work with mixed data formats - Attention to detail and accuracy to ensure the data is correctly captured - Experience with PDF to Excel data conversions would be a plus Please note tha...

I'm working on a school project that involves the development of a Coal Mining Security Alert System. I need someone who can code in Quarky to create this block code system. Unfortunately, I haven't gotten to the point of defining the complete scope of the project, but I'd like to start with the code development. I'm looking for someone who can: - Use Quarky to build a block code system - Understand and implement basic security alert functionalities - Be ready for subsequent feature additions and changes Key Features: = Face Detection: Implement face detection functionality to identify individuals within the mining area. = PPE Kit Verification: Utilize image processing techniques to ensure that miners are wearing proper PPE kits. The system should stop i...

I'm in need of a skilled professional to help me create a data mining script. The task involves mining emails, data from a certain website and delivering the data in a raw text file format. Key Requirements: - Develop a data miner script that can effectively scrape email data from websites. - Ensure the script can handle multiple sources and is scalable for future needs. - Deliver the mined data in a raw text file format. Ideal Skills: - Proficiency in web scraping and data mining techniques. - Experience with developing scripts for text data mining. - Strong knowledge of scripting languages suitable for scraping like Python/BeautifulSoup, R, etc. Please provide samples of your previous similar pr...

I need assistance to accompli...project that involves a deep-dive into financial econometrics using R: 1. Regression Analysis: Applying my real-world data, there's a need to execute an efficient regression analysis. The aim isn't to predict future values but to identify significant variables inherent in the dataset. 2. Model Evaluation: Post regression analysis, your expertise will be needed for a thorough model evaluation, ensuring the accuracy of the identified variables and assessing the overall performance of the model. Ideal applicants should possess robust experience in R, financial econometrics, regression analysis, and model evaluation. Familiarity with real-world finance data would be an added advantage. The goal is to unlock...

1) You will help me reach out to recruiters, hiring managers and talent acquistions regarding particular positions 1a) Share the actual job applied to in the spreadsheet so i can reference it if I get contacted.***very important*** 2) Help manage applications 3) Filter job search and apply- (will share details when we speak and if hired) 4) More details will be shared in messaging and a call we will have weekly 5) weekly checkins 6) set up interviews for me via my Calendly 2hr max

As a new hotel owner, I need an Excel spreadsheet capable of calculating the optimum number of staff I need based on the number of available rooms, which in my case is 438 rooms. My current hotel staffing level is in its initial stages. The spreadsheet should effectively track staff allocation costs and other related expenses to assist in budgeting. The key tasks it will need to perform include: - Calculating the optimum number of staff - Staff allocation - Expense tracking The ideal freelancer will have experience in human resources, budgeting and have advanced Excel skills. They should understand how staffing impacts hotel operations and costs, with a keen understanding of allocation of resources. Their experience should also include creating Excel spreadsheets for comp...

...The supplier must guarantee the following technical requirements: - Enhanced security mechanisms - Robust and reliable architecture - Ease of integration with APIs and third-party systems 5. Deliverables The service provider must provide: - Complete documented source code - Detailed technical documentation (architecture, flows, data models) - Installation, configuration, operation, and maintenance procedures - Test plans for unit, integration, and non-regression testing 6. Organizational Aspects The service provider must also manage: - Implementation of functional and technical acceptance procedures - Assistance with initial deployment and knowledge transfer - Technical support for a certain period The service provider is invited to respond by detailing its proposa...

For my project, I'm looking for a highly detail-oriented professional with brilliant Excel skills. Key responsibilities include: - Managing and transferring both numerical and textual data in an Excel spreadsheet, ensuring the correct placement into columns marked by letters (A, B, C, etc). - You'll not be required to order the data in any specific way, just transfer into the appropriate columns. Skills & Experience: - Proven record in data entry tasks - Strong Excel skills - Ability to understand and interpret numerical and textual data Looking forward to your bids and kicking into this project soon!

I'm in need of a data entry expert in Andhra or Telangana who can assist with medium-sized projects. The tasks are of 2 main types: Spreadsheet data entry and Manual Data Entry. The data is currently in the form of Data Filtering and Processing. The ideal freelancer should have: - Fast hands and typing skills - Proficiency in spreadsheet data entry - Experience in manual data entry - Previous experience in data filtering and processing - Availability to handle medium-sized tasks (100-500 entries) - Should be located in Andhra or Telangana, India Please bid only if you meet the above criteria. Looking forward to your bids.

I'm seeking a skilled freelancer to help me stan...styles for optimal readability. Specific requirements include: - Implementing a minimalist and clean design theme throughout the sheet - Creating a uniform style for all cells, making sure the data is easy to understand at a glance The ideal candidate will have: - Proficiency in Google Sheets, with a strong understanding of formatting options and best practices - A keen eye for design and the ability to create a clean, minimalist look - Experience with data visualization and turning complex information into easily digestible formats If you're confident in your ability to transform a spreadsheet into a visually appealing and user-friendly document, I'd love to hear from you. Please provide examples o...

I need a sk...professional to create a comprehensive spreadsheet for financial tracking. - Data Type: The primary focus will be on financial data, so the spreadsheet must expertly handle these calculations and entries. - Data Organization: The data should be organized by project. This includes clear separation of financial data under different project heads, ensuring a clean and easily navigable interface. - Functionality: I am looking for an Excel expert to incorporate some key features to help make the data easier to understand, like conditional formatting. Ideal Skills: - Proficient in Excel, particularly in managing financial data - Experience in creating user-friendly and logically structured spreadsheets - Understanding...

I am seeking an expert capable of efficiently and accurately pulling LinkedIn data from a list of companies and cataloging employees who previously worked at a specified set of organizations. The ideal freelancer for this project should have: - Experience in web scraping, particularly with LinkedIn data - Ability to extract data at scale - Proficiency in organizing and structuring data for clear analysis - Strong attention to detail to ensure data accuracy The project involves: - Using the provided list of target companies to source employees' data - Identifying individuals who have previously worked at the provided specific companies - Compiling the data in a spreadsheet format for delivery The successful applicant should not...

...models in Python based on this Kaggle data set I have started however struggling to finalize the code; Preliminary Data Exploration: Explore the data, and provide some basic summary statistics and two or three visualizations. Describe/show something interesting and/or surprising about the data. This exploration should not be exhaustive, just a highlight of a few interesting things about your data set. If you need to reduce the size of your data to fit now is the time to do that. Data Exploration: shall include a bulleted or numbered list of proposed specific data explorations you intend to carry out (include visualization). These insights are things that can be determined by examining the data through statistical anal...

I'm seeking a proficient data analyst with strong statistical analysis capabilities. Your main responsibilities will be: - Data Cleaning & Preparation: This includes cleansing the data from any incomplete records, duplicates or errors. - Statistical Analysis: You'll need to conduct a thorough statistical analysis of the data, utilizing regression analysis specifically. The project will involve various types of data including numerical, categorical, and textual data. Since we'll be working in a professional environment, knowledge and proficiency in MS Office is a must. This includes Excel, PowerPoint, and Word. Ideal candidates should be well-versed in data analysis and have a strong statistical background. P...

...hours: - Create preliminary design of the engine layout (drawings or sketches) - Develop preliminary design/placement of key components (e.g., pipe, valves, evaporator, condenser) Deliverables: First 10 hours: - Design Report (5-10 pages): - Overview of the design concept - Thermodynamic cycle analysis (calculations and spreadsheet; Excel/OpenOffice Calc) - Heat transfer calculations and assumptions (calculations and spreadsheet; Excel/OpenOffice Calc) - Fluid flow, power, and pressure drop (calculations) - Summary of Findings (1-2 pages) Second 10 hours: -CAD Drawings (2D or 3D): - Engine layout design - Key component designs (e.g., evaporator, condenser, piston) -Design Summary (2-3 pages): - Overview of th...

I'm searching for an expert in cryptocurrency mining to help establish a mining pool for Quark. Key tasks for this role include: - Configuring the mining software specifically for Quark; - Providing guidance for a mining pool of less than 10 miners; Ideal candidates will have: - Proven experience in setting up diverse cryptocurrency mining operations, especially Quark; - Thorough knowledge of mining setup and operations for pools with less than 10 individuals. Please provide your proposed approach and relevant past experiences during bidding.

I am in need of someone who can help me gather email addresses, websites, and phone numbers from the links in the attached spreadsheet. It's crucial that the information you provide is accurate and up-to-date. The test of accuracy will be me sending emails and verifying the company. Any wrong details will need to be collected again unless it is beyond your control (e.g. company has closed down etc.) Automated collection will be erroneous as the data needs to be collected in the following way. use the company names or links from the attached spreadsheet. 2. To copy and paste the company name + UK in the Google search box. The company's operation must be based in the UK as similar names may exist in US as well. 3. Or to click company logo and collect its em...

Hi Andrada, You did a project for me last year and the work was excellent. You did research and data entry for 200 lines on an excel spreadsheet. This project is identical. I need to add 53 entries to the same spreadsheet. I would love to work with you again.

...effectively scrape leads from LinkedIn, Facebook, and Instagram and all over the internet Key responsibilities: * Extracting Email leads, Phone number leads, and Social media leads. * Collecting specific data - Name, Job title, Company, and Location, email and phone numbers Ideal freelancers for this project should have: * Extensive experience in data scraping, especially on the platforms mentioned above. * Proficiency in data mining techniques and possessing advanced analytical skills. * Understanding of ethical data scraping practices. * Strong attention to detail - ensuring all data is accurate and up-to-date. * Proven track record of delivering quality leads in a short timeframe. Get in touch if you're up for the task. I value clea...

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-commented code.

I'm looking for an experienced Power BI specialist to create a dashboard for me. The data that I would like to be integrated into this system is in an Excel spreadsheet. Key project requirements include: - Creation of a detailed and interactive Power BI dashboard - Integration of Excel data sources into the dashboard - Configuration of the system to ensure real-time data updates Ideal Skills/Experience: - Proficiency in Power BI, particularly in creating dashboards - Experience in integrating data from Excel spreadsheets - Understanding of how to configure real-time data updates in Power BI.

...employer, current title, industry, location, and company size. Project Requirements: 1) Review each LinkedIn profile. 2) Extract three pieces of personal information about the prospect that a friend might know. This could include: - Interests or hobbies - Recent achievements or career milestones - Personal anecdotes or notable mentions in bio or recommendation Deliverables: - A completed spreadsheet with the extracted information for all 400 prospects. - The information should be concise, relevant, and suitable for use in a personalized outreach message. *Opportunity for ongoing work. Skills Required: - Attention to detail - Strong research skills - Familiarity with LinkedIn - Excellent written communication Timeline: The project needs to be completed ASAP. Budget: Ple...

I require a straightforward, user-friendly spreadsheet that calculates energy savings based on specific input. My needs are very particular. Here are the key aspects: Input Specifications: - It should only take one input: an initial savings value representing the savings our product offers. Calculation Requirements: - I expect the spreadsheet to perform calculations for both percentage and dollar amount savings. Results Format: - The results should be shown as simple numbers; I don't need them displayed as percentages or any graphical representations. The freelancer fit for the task should be proficient in spreadsheet software and have experience in building similar savings calculators. A good understanding of energy savings would be advantageous.

I need a desktop software designed to help me collate and manage Bible verses from the New King James Version (NKJV). Collation of 500 Most Popular Bible Verses We are developing a spreadsheet-based database of the 500 most popular New King James Version (NKJV) Bible verses and collation (into Excel or Google Sheets). The output must be in the NKJV and adhere to a strict protocol - The quotation - Source in a specified format (e.g. 2 Kings 3:2-5 - Maximum 55 words Extensive source material is available online, and we encourage the use of existing source material, with the primary emphasis on the collation/assembly into the required format. We are happy to answer relevant questions for clarification. Ideal Skills: - Native English - Familiarity with the Christian Bible - both O...

I require a one-time data scraping project completed on multiple websites. - TASK: The task involves scraping text content from: Google searches: Commercial Real estate agency Saudi Arabia Commercial Real estate agency UAE Commercial Real estate agency Qatar Commercial Real estate agency Kuwait Commercial Real estate agency Bahrain I have made a start to the spreadsheet with a template for each of the regions which can be continued to be filled in. In the Google searches, just take the first 3 pages with the main agent listings and see what agent names/ email addresses you can find. - DATA REQUIRED: The primary data needed is text content. - TIMELINE: This is a one-time task, with no ongoing scraping requirements. Skills/Experience: - Proficiency

We are developing a spreadsheet-based database of the most popular English quotations (or English translations), and are looking for a researcher with native English language skills who can identify and collate (into Excel or Google Sheets) the following requirements, providing the quotation, the author, and the source document (if available): - 1,000 most popular quotations from literature (prose and poetry), excluding Bible quotations and the works of William Shakespeare - 500 additional most popular English language quotations in addition to the above (from non-literary sources - 200 of William Shakespeare’s most popular quotations Maximum length of each quotation is 55 words. Extensive source material is available online, and we encourage the use of existing source mate...

I need an experienced data entry freelancer who can assist with a high priority task. The project involves inputting data into an Excel spreadsheet and carrying out online data entry tasks. The ideal candidate will be proactive, detail-oriented, and able to work efficiently with minimal supervision.

...project is to modify an existing locked Excel spreadsheet which is used to calculate dosages once a patient's weight is entered. Tasks involve: - Updating the dosages of specific medications based on the guidelines I have on hand. - Modifying the weight-based formula in alignment to these dosage updates. Skills and experience: - Proficient in Excel and worksheet protection - Comprehensive understanding of medical dosages - Experience or understanding of weight related dosages calculations. I will provide the necessary medication and dosage guidelines to the successful bidder for reference. The ideal candidate needs to have a keen eye for detail and strong knowledge in medicinally related calculations. This is not only a spreadsheet editing task, but als...

I have a small LinkedIn network of less than 1100 connections and 1500 followers. I'm looking for someone who can help me consolidate their details into a neat spreadsheet with their emails. Key Requirements: - Extracting email addresses: You'll need to be able to extract the email addresses of my connections and followers. - Data presentation: Organize the data in a clear, logical manner which makes the spreadsheet easy to navigate. - Timeliness: I'm aiming for a quick turnaround on this project, ideally within 24-48 hours. Since I have explicit permission from my contacts to collect their emails, this project is ethical and should proceed smoothly. I'm looking forward to seeing how you can help me in this task.

I have 33x sets of product data in a spreadsheet. I need each product's specifications to be created in a standardized PDF format. The level of detail should include everything detailed on the spreadsheet. The data on the spreadsheet is broken down into the following sections, which must be reflected on the product specifications. - Production Information - Packaging - Pallet Configuration - Physical Data - Chemical & Microbiological Tolerances - Storage - Labeling You will be responsible for: - Creating individual product specifications from provided data. - Ensuring all specifications are formatted consistently in PDF format and include our company logo provided. - Include all the information provided in each product specificati...

I have a WooCommerce pet food dropshipping website linked to a warehouse FTP spreadsheet containing around 8 thousand products. I need technical development for inventory synchronization with the warehouse FTP spreadsheet on a hourly basis.

I'm seeking to secure funding for a multi-industry workers' accommodation project. The accommodation caters to construction, seasonal farm, wind farm, abattoir, and gold mine workers. For this, I need a professionally crafted project proposal and a corresponding financial model in Excel. Ideal freelancers for this project should possess: - Proven experience...Excel. Ideal freelancers for this project should possess: - Proven experience in drafting project proposals related to housing or accommodation - In-depth knowledge in the creation of financial models using Excel - A strong understanding of multi-industry accommodations - Great analytical and strategic thinking skills - Familiarity in the Construction, Agriculture, Energy, Food Processing, and Mining Industries wo...

...crypto mining but I have a strong interest in it. My main goal is to generate passive income through this method, but I'm also eager to learn more about the technology and support the network. I'm looking for a consultant who can guide me through the following aspects of crypto mining: • Mining hardware selection: I need assistance with understanding what kind of hardware is necessary for efficient mining. • Mining software setup and configuration: I require help setting up and configuring the mining software on my hardware. • Mining profitability analysis: I would like a detailed breakdown of the potential profitability of my mining operation, including the costs and potential returns. Ideal skills and ...

I have a 1-page Excel spreadsheet with 9 text columns that need to be merged. I'm looking for someone who can start this job immediately and has experience in Excel data manipulation and formatting. Please only bid if you can do this job immediately and I will award and give you the file.

I'm looking for a reliable data entry specialist to help me with entering a medium amount of data into a spreadsheet. The data consists of both numeric and text data. Key Responsibilities: - Accurately enter a medium amount of data into a spreadsheet - Handle both numeric and text data appropriately Ideal Skills and Experience: - Proven experience in data entry - Proficiency in handling both numeric and text data - Attention to detail to ensure accurate entry - Familiarity with spreadsheets - Reliable and able to meet deadlines I'm looking for someone who can deliver quality work within a reasonable timeframe.

I need a freelancer to help me type text from digital files to an Excel spreadsheet. - The data you will be typing is textual in nature, with the content coming from digital files. The final output should be an organized and error-free Excel spreadsheet. - Attention to detail is crucial. The ideal candidate for this job will have experience with data entry, exceptional typing speed and accuracy, and a track record of working efficiently with digital text and Excel. Please be sure to include any relevant experience and your estimated timeframe for completing this task.

Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time p...

I have bank statements from Bank A that I need converted into an Excel spreadsheet. The specific transactions you'll be dealing with are both deposits and withdrawals. Here's what I need: - A thorough and meticulous translation of each individual transaction: both deposits and withdrawals. - Once this data is entered into the spreadsheet, I need you to sort it by transaction type. This role requires expertise in Excel and a keen eye for detail is essential, as the integrity of the data will be paramount. Knowledge about financial transactions, specifically deposits and withdrawals, will be useful. A background in bookkeeping or accounting will also be a plus.

...models to extract data from a variety of tax and financial documents. The extracted data needs to be exported into a Google spreadsheet. Additionally, I need an interface for users to easily upload these documents. Key Requirements: - Extract data from various financial documents: primarily focusing on Expense reports, W-2 forms, credit card statements, 1099s, and annuities. - Extract specific data from credit card statements such as Transaction amounts, Merchant names, Transaction dates, and also the ability to convert currency and combine rows. - Extract specific data from bank statements like Account balances, Transaction descriptions, and Check numbers. Ideal Skills and Experience: - Proficiency in Azure document intelligence and trainin...

I'm looking for a skilled freelancer to develop a customized net worth spreadsheet. This spreadsheet should enable me to meticulously track my financial progress across various categories. Key Requirements: - The spreadsheet should allow me to input and monitor: - Investments (especially individual stocks) - Debt - Savings - Income - Expenses - Other category for miscellaneous expenses or income - I require a simple, user-friendly design that makes manual data entry easy and intuitive. Skills and Experience: - Proficiency in spreadsheet software such as Excel or Google Sheets is essential. - Experience in financial tracking and net worth management is highly beneficial. - Understanding of stock market, investment tracking, and basic...

I am looking for a freelancer who can help me sign my restobar business on Grab Food app by creating a menu template on MS Excel. The menu is currently available as a picture and needs to be converted into a simple spreadsheet format that meets Grab's requirements. Key Requirements: - Convert picture based menu into an Excel sheet for Grab Food app - Keep the menu descriptions short and simple - No need for special formatting or design elements, just plain text Ideal Skills: - Proficiency in MS Excel - Accurate data entry skills - Familiarity with food service industry or Grab Food app would be a plus

I'm completely new to crypto mining and eager to start my own operation. I'm seeking an expert to guide me through the essentials. Key Project Deliverables: - Explanation of the crypto mining fundamentals - Recommendations on hardware selection - Assistance with software configuration - Tips on optimizing energy efficiency The ideal candidate should have: - Extensive experience with crypto mining - Proficiency in hardware and software selection - Knowledge of energy-efficient setups - Strong teaching and communication skills Ultimately, I'm looking for someone to mentor me through the process, ensuring I start my crypto mining operation on the right foot.

I have a mathematical problem related to a video game that I cannot solve. I'm offering 100 dollars to anyone who comes up with a solution, and makes a simple calculator with the solution. The problem is described in this spreadsheet. Please read it before contacting me. https://docs.google.com/spreadsheets/d/1b7J3gmEsKXdg5S7edLrwDv4Xyf8yO0hpFWip2y11bOg/edit#gid=0

Please use this spreadsheet: I will look over the work from Y, and give feedback before adding more files. You will find the file Y1929 under "files" in this project. Thank you.

I am currently in need of a professional who can assist in completing a databa...leads. Key Project Details: - You will be required to include accurate and up-to-date contact information including phone numbers and email addresses. - In addition to the contact details, each company's key contact person's name must also be included in the database. The ideal freelancer for this project will have: - Prior experience with database generation and management. - Proficiency in data mining and web scraping techniques. - Exceptional attention to detail to ensure accuracy of information. - Proven track record in generating sales leads through database creation. This project is crucial for our sales outreach and we are looking for a diligent professional who can deliver th...

...tasks: • Data research: You will need to research and find the best prospects for my business based on their profile, industry, location, and other criteria. You will need to use sales navigator and other tools to conduct effective data research. • Profile research: You will need to analyze and evaluate the profiles of the prospects you find and determine their level of interest, need, and fit for my business. You will need to use sales navigator and other tools to conduct thorough profile research. • Data filtering: You will need to filter and sort the data you collect based on the most relevant and important criteria. You will need to use sales navigator and other tools to perform accurate data filtering. • Data col...

I'm seeking a detail-oriented freelancer for a text data entry project. The primary task is to input text data into a spreadsheet accurately. Additionally, these data must undergo sorting for seamless navigation and understanding. Key Responsibilities: - Text data entry into a spreadsheet - Implement effective sorting to organise the data Ideal Skills: - Proficient in Microsoft Excel - Strong attention to detail - Experience in data sorting techniques - Excellent typing skills The ideal candidate will possess a solid knowledge of Excel functionalities and data sorting. I look forward to connecting with passionate individuals eager to take on this task.

Multi-scenarios Custom Sales Commissions Excel Spreadsheets Dashboards. Develop a bespoke Microsoft Excel spreadsheet to accurately calculate sales commissions. The specifics: - The variables: the spreadsheet to take into account the Sales Volume, the Profit, and the Commission Percentage while computing sales commissions. - Calculation specifics: Commission should be determined accurately according to custom formulas (using the previous variables) that considers the Commission Percentage. - Data input: The spreadsheet will be easy to use, allowing to manually input the data for calculation. This tool (Multi-scenarios Custom Sales Commissions Excel Spreadsheets Dashboards) will enhance efficient determination of commissions, hence accuracy and precis...

We're looking for someone to qualify leads and set appointments with interested parties for our web based 3D vi...enlist you for a trial period and then afterwards we'll look at paying you for a set number of hours as milestones. We currently have hundreds of contact details which need to be worked. Competitive rates will be prioritised. Skills needed: Good conversational English Preferably neutral accent Ability to evangelise a product Competent with telephone sales Duties include: Cold calling from a spreadsheet of prospects Work using a script as guidelines Pitching our product to prospects over the phone Conversationally move a prospect to a booked meeting with our Sales Director There is also commission available which will be discussed after the trial period i...

I'm in need of a skilled professional who can scrape data from Google. The project requires the extraction of names and email addresses for specific profiles to be used as a potential leads database. Upon successful extraction, the data needs to be presented in an Excel spreadsheet, CSV, etc. Ideal Skills and Experience: - Proven experience in data extraction from websites - Proficiency in Excel - Strong attention to detail and accuracy - Experience in extracting usernames and emails is a plus Deliverables: - The extracted Data - The data must be clean, organized, and formatted in an Excel spreadsheet I look forward to receiving your proposals!