Excel for data analysisKazi

I am seeking an Excel expert who can create a master Excel file and a child file with limited columns. The key requirement is that both files need to be synchronized, ensuring that any changes made in one file are automatically reflected in the other. Key Tasks: - Create a master Excel file with specified columns (details will be provided) - Create a child Excel file with limited columns - Set up synchronization between the two files - Use IF formula where necessary to ensure smooth functionality Ideal Skills: - Proficient in Microsoft Excel - Experience with IF formula and other Excel functions - Ability to create and manage linked files - Detail-oriented to ensure accurate synchronization The synchronization should be triggered by any of the ...

I need the excel file modified

...website. The project involves enhancing the site's design, improving functionality, and ensuring responsiveness across devices. Familiarity with the latest WordPress plugins, firebase, GTM and themes is essential. The ideal candidate should have a keen eye for detail and the ability to work efficiently while adhering to deadlines. If you have a strong portfolio showcasing similar projects, I would love to see your work! I need to upgrade my WordPress website with the following points. front section: 1. fix the login issue. show phone error for correct numbers 2. add a tag or message after login successfully so the event can be recorded with GTM 3. redesign the user profile page. the new page should display the phone number, name, store name, store category interest,...

Tafadhali Jisajili ama Ingia ili kuona maelezo.

I'm looking for a professional who can scrape valid business leads from their own pitchbook, specifically in the finance industry. Key Requirements: - Expertise in lead generation and data scraping - Access to a comprehensive pitchbook - Experience in targeting leads from Investment Firms and Insurance Companies - Ability to provide verified and high-quality leads Ideal Skills: - Data analysis - Market research - Sales and Business Development - Knowledge of the Finance sector

I need urgent help with my Windows computer. It appears to have been infected by malware. I suspect it might be a serious issue as there have been unauthorized access and changes. The symptoms have become increasingly concerning. Key Requirements: - Comprehensive malware detection and removal - System security analysis to prevent future breaches - Restore system to original state Skills and Experience: - Strong background in Windows OS - Proven experience in malware debugging - Familiarity with various antivirus software - Excellent problem-solving skills

...application for managing both crops and animals on a farm. This application will primarily deal with crop management, with a strong focus on tracking planting schedules, pest control, and forecasting crop yields. Ideal Skills: - Proficiency in web application development - Experience with mobile responsive design - Knowledge of agricultural management systems - Skills in creating interactive tracking and forecasting tools Please note that while the application will initially focus on crop and animal, inventory, and sales management, it should be designed with the capacity to monitor animal health, feeding schedules, and breeding management) and track crop and animal losses. All to be visible on the dashborad. Technical Specifications Frontend: React.js or Angular with Bootstr...

I'm in need of an Access database designed specifically for reporting and analyzing operational financial data. The project involves creating a system that can handle data storage and retrieval while also providing general reporting capabilities. Key requirements include: - Development of custom reports tailored to my operational data needs, specifically Profit and Loss Statements on a per operating unit and collective/all units basis. - Creation of user-friendly dashboards for easy data visualization. - Implementation of automated data import processes involving excel and/or cvs file uploads. Ideal candidates for this project should have: - Extensive experience with Microsoft Access database development. - Strong skills...

Excel Spreadsheet Template Development I'm in need of someone who can create me an Excel Spreadsheet template that's comprehensive and easy-to-use template for managing sales quotas. I need the design to be clear, neat, and extremely user-friendly. This template will be used to track the performance of 8 customers across 2 product lines throughout the year. What I need: - Develop an Excel spreadsheet to manage sales quotas for 8 customers, each with quotas for 2 product lines (Product A and Product B). - Track year-to-date performance revenue and percentages for each customer. - Integrate monthly forecasts, qualified pipeline, and renewals for each customer. - Ensure the spreadsheet is simple to use, allowing for ea...

I'm seeking a professional to review and optimize the VB code in my Excel file, which has been modified over the past 20 years. The primary goal is to streamline the code for future users. The code has sections that handle macros and automation scripts. These scripts involve data import, formatting, and report generation. Ideal skills and experience for the job: - Proficient in Visual Basic for Applications (VBA) - Extensive experience with Excel - Previous experience in code optimization for performance - Excellent problem-solving skills, particularly with macros and automation scripts - Ability to simplify complex code for future understanding

I'm looking for a freelancer who can craft a long, in-depth essay exploring the political values of the current era in the United States. Key aspects to cover: - A comprehensive historical analysis leading up to the present political landscape. - An examination of how these values compare with those of previous eras. - Critical analysis and interpretation of various political events and their influence on current values. Ideal Skills: - Exceptional research and writing skills. - Strong background in historical analysis. - Ability to present complex concepts in a clear, engaging manner. - Familiarity with the political landscape of the USA. - Experience in crafting long-form essays. Please provide samples of your previous work that align with this proje...

I am looking for a skilled developer to create a Google Chrome extension that will analyze specific coding aspects of a website for digital marketing purposes. I have built the extension, but I need to have someone clean up the look and feel of it so it is easier to use. Key Features: - The extension should analyze SEO elements, performance metrics, and security vulnerabilities of the website. - The analysis results should be presented in an on-screen dashboard, providing real-time insights as the user navigates through the website. Ideal Candidate: - Proficiency in Chrome extension development is a must. - Experience in SEO, performance metrics and security analysis is highly desirable. - Ability to create user-friendly, interactive dashboards. - Previous w...

I'm looking for someone to help me with a beginner geospatial analysis project focusing on distance-based point pattern analysis. This project involves reviewing statistical data on ArcGIS Pro and compiling the information found into a two-sheet Excel workbook, while also addressing some lingering questions about the data using distance measurements. Detailed instructions, as well as the necessary illustrations and ArcGIS Pro files will be provided to the freelancer once the project has been awarded. The ideal freelancer for this project should have experience or a strong grasp in geospatial analysis, GIS, statistics, and Excel. The completed project is due by 10PM EST tonight on February 8, 2025.

Project Title: Research & Analysis Project Description: We are seeking a skilled and experienced researcher and writer to contribute to a public policy research initiative. • Analyze relevant data and reports to support evidence-based recommendations. • Ensure all research and writing adheres to the highest ethical standards and is properly cited. Requirements: • Demonstrated expertise in public policy research and analysis. • Strong analytical and critical thinking skills. • Excellent written and verbal communication abilities. • Familiarity with policy research methodologies and data analysis techniques. Project Deliverables: • 6,000 words of original, high-quality written content for a policy r...

I need assistance with integrating my Excel spreadsheet with an API and webhooks to fetch customer data from external sources. I am not quite sure which API service to use, so your expertise in identifying the appropriate REST, SOAP, or GraphQL API will be crucial. Key Requirements: - Understand and implement API integration in Excel - Expertise in identifying suitable API services - Experience in working with webhooks - Proficient in Excel I am looking for someone who can automate the process of fetching this data, allowing for a seamless and efficient workflow. Your experience with manipulating Excel for data processing tasks will be a significant advantage for this project. Please provide examples of simila...

I'm seeking a dual-format design (interactive digital document and printable PDF) that compares leasing versus owning a retail space. Key elements to be included are: - Cost Comparison: A detailed breakdown o...digital document and printable PDF) that compares leasing versus owning a retail space. Key elements to be included are: - Cost Comparison: A detailed breakdown of the financial implications of leasing versus purchasing. - Pros and Cons: A succinct list of benefits and drawbacks for each option. - Financial Impact: An analysis of how each choice would affect overall finances. The ideal candidate for this project should have experience in commercial real estate, financial analysis, and graphic design. A knack for creating clear, visually app...

Technical Specification for Developing a Customizable HFT Trading Bot Project Goal To develop a high-frequency trading (HFT) bot for the futures market that analyzes order book imbalances and market orders, automatically opens positions, and manages them based on user-defined settings and parameters. Core Functionality 1. Order Book Analysis - Process data for 20 levels of the order book. - Calculate the overall imbalance between buy and sell orders. - Adjustable imbalance threshold (default: 60%). 2. Market Order Analysis - Assess activity of buyers and sellers using market orders. - Adjustable time interval for analysis. - Threshold values for market order activity to confirm signals. 3. Combined Analysis - Ensure...

- Sales Enablement for the Future Mission Statement ’s mission is to **transform entry-level sales reps into top performers** **faster** through AI-powered coaching, real-time guidance, and workflow automation. We provide sales professionals with the tools, feedback, and training needed to develop confidence, refine their skills, and consistently close more deals. What is is an **AI-driven sales enablement platform** designed to accelerate the learning curve for sales reps. It integrates real-time coaching, automation, and analytics to help professionals build confidence and master their sales process **without relying on traditional training programs**. eliminates the guesswork, providing **instant insights and skill development** while reps engage

...looking for an SEO Product Launch Specialist to join our team remotely. This role is critical in ensuring the success of our product launches through effective competitor analysis, SEO optimization, and strategic planning. Key Responsibilities: •Competitor Analysis: Conduct detailed research to analyze competitors listings (pricing, images, keywords, and copywriting) and identify opportunities to optimize our product listings. •Listing Writing: Write clear, professional, and engaging product listings that resonate with customers. •SEO Optimization: Perform comprehensive keyword research, create keyword strategy lists, and optimize product listings with the best-performing keywords to enhance visibility and search rankings. •Listing Preparation: ...

...functionality, and styling to meet our specific redesign goals. This is not just a minor refresh; we are looking for a substantial visual and functional overhaul. Modern Design Aesthetic: Create a contemporary design within the constraints of the Flatsome theme that reflects the quality and trustworthiness of our offerings. The design should be clean, minimalist, and visually engaging, avoiding a cluttered or outdated look. Research current design trends in e-commerce, particularly within the relevant industry. User-Centered Design: Prioritize user experience by creating intuitive navigation, clear product displays, and a seamless checkout process. The design should be optimized for both desktop and mobile devices (responsive design), leveraging Flatsome's responsive ...

I'm looking for a seasoned USA statistical analyst with experience in web data interpretation. The focus of this project is to analyze data related to my brand's online presence across various platforms. It is time sensitive and must be complete by Wednesday. The idea is to analyze the web to determine the extent and presence of a two word candy brand on the web thus gauging consumer awareness. The end concept if accurate is to show that the candy has brand awareness rather than a generic reference. At the end the freelancer must sign a statement and have it notarized revealing and attesting to the findings. Key Tasks: - Perform statistical analysis on website traffic data and all references to my brand across the web (including social media...

...internet and use statistical analysis to determine its presence. We are looking to show that it has a strong presence as a brand rather than a descriptive term. At the end we need the freelancer to sign a notarized statement of his/her findings. Completion must be by Wednesday. The freelancer must be USA based. I need a skilled statistical analyst to help me comprehend my brand's visibility and reputation across various platforms. The ideal candidate should be proficient in conducting comprehensive statistical analyses. Key Responsibilities: - Perform in-depth statistical analysis on diverse data sets, including social media mentions, website traffic, survey responses, and other relevant data points. - Utilize both descriptive, predictive, and infe...

I need an Excel expert to build and automate a user-friendly price sheet for me. Key Requirements: - The sheet should cover various categories: electrical items, labor, markup, taxes, etc. - The price sheet should be easily exportable to PDF & CSV format. Ideal Skills: - Strong proficiency in Excel - Experience in building automated Excel sheets - Ability to create user-friendly interfaces - Understanding of pricing components (labor, markup, taxes) - PDF & CSV export experience The goal is to create a comprehensive, user-friendly, and automatable price sheet that I can use for various categories. Please only apply if you have the relevant experience.

I'm seeking an AI developer to create an intelligent system that checks legal documents, specifically concerning 'Right to Manage' procedures, against our database. Key Requirements: - The AI must ...specifically concerning 'Right to Manage' procedures, against our database. Key Requirements: - The AI must validate specific aspects of the procedures such as the notification processes. - It also needs to ensure that data from our database is correctly imported into notices. - Experience with legal document analysis is a plus. Ideal Skills: - Proficiency in AI development and programming. - Experience with data analysis and validation. - Understanding of legal processes, particularly 'Right to Manage' procedures. - Ability t...

I'm in need of a skilled data scraper to extract product descriptions and customer reviews for liquor products from various platforms. The primary sources for this project include Google Shopping, Online Liquor Stores, and Review Websites. Key Requirements: - Proficient in web scraping techniques - Prior experience with eCommerce data scraping - Familiarity with liquor product market (preferred but not necessary) - Ability to deliver data in an organized and usable format Ideal Skills: - Data Analysis - Python or equivalent programming languages - Attention to detail Please provide a portfolio of similar projects you've completed. Your bid will be evaluated based on your experience, the quality of your previous work, and your pr...

I am in need of a seasoned developer who can utilize Power Automate to help us automate our weekly and monthly reports. These report...Dropbox. Key Responsibilities: - Develop an automated system using Power Automate to generate weekly and monthly reports from our job sheets. - Ensure this system sends the reports to our management team. - Present the data in an easily digestible format using Excel. Ideal Skills: - Proficient in Power Automate and Excel. - Excellent understanding of data visualization through graphs. - Experience with interpreting and reporting on employee performance, repeat clients, and staff performance data. As for the data visualization, the type of graphs used will depend on the specific data being presented....

I'm looking for a skilled Excel developer to create a custom Excel form for me. This form should automate the generation of professionally designed, formal and professional PDF donation receipts. The Excel form will need to collect: - Donor information - Donation amount and date - Custom messages or notes The ideal freelancer for this job should have extensive experience in Excel, PDF generation, and ideally has a background or understanding of creating formal and professional documents. The final output should be a single receipt per PDF.

? Hiring Python Developer for MyAi (Equity-Based) ? Position: AI-Powered Trading Bot Developer (Python) ? Compensation: Equity-Based (5-15% based on contribution & milestones) ? Location: Remote (Flexible) ? Commitment: Part-Time / Full-Time ? About MyAi MyAi is an AI-driven, next-gen trading system designed to outperform hedge funds & protect retail traders from market manipulation. Our goal is to build a highly intelligent AI trading bot that integrates quantum AI, deep learning, and reinforcement learning for ultra-accurate market predictions. We are looking for a highly skilled Python developer with experience in AI trading models, machine learning, and market analysis to help develop MyAi's AI engine. ? Key Responsibilities ✅ Build & ...

I am seeking an experienced mobile app developer to design an application for an OBD2 scanner. The app should support both iOS and Android platforms and primarily focus on diagnostics and trouble codes. Key Features: - Real-time data monitoring: The app should be capable of real-time diagnostics while a vehicle is in operation. - Vehicle performance analytics: Analyzing and interpreting vehicle performance data is a crucial part of the app's functionality. - Data Logging and Exporting: Users should be able to log data and export it for further analysis. - User Account Management: The app needs a robust user account management system to allow for personalized settings and data storage. - Push Notifications: Implementing a ...

I'm seeking an experienced affiliate ... Your primary responsibilities would involve: - Content Creation: Crafting compelling content tailored for affiliate marketing on both platforms. - Traffic Generation: Implementing effective strategies to boost traffic and increase visibility. - Performance Analysis: Regularly assessing performance metrics and making necessary adjustments to optimize results. Given that I am at the startup phase, a comprehensive understanding of startup dynamics would be beneficial. Previous experience in a similar role is highly desirable. Skills in business strategy, product development, and traffic generation will be key to our potential success. Please note, while I have not specified a need for fundraising advice, any insights in th...

TENGO UN EXCEL MACRO PARA LA EXPEDICION DE CERTIFICADOS LABORALES LLENOS DE FORMULAS, SIN EMBARGO AL PERDER MI PC SE ME PERDIÓ EL ARCHIVO ORIGINAL Y SE ME DAÑÓ MI ARCHIVO MACRO, PUEDO SEGUIR TRABAJANDO PERO YA NO ES COMODO. QUISIERA QUE ME VUELVAN A HACER MI EXCEL.

I'm looking for a YouTube marketing experts from ONLY ENGLISH speaking counties. The name of of company is ECO Scouts of America. I need traffic from America mostly. Also traffic from other’s counties if they speak English. To help increase my channel's subscriber count and promote my NOT FOR PROFIT. We are a start up ECO company. We are fascinated with anyone who cares about the future of our planet and the young generation that’s shaping it. I have been a web developer since 1995. I do more content and need marketers. I’m looking for a few people from different companies or working for them selfs. The content is primarily tutorials and educational videos centered around eco-friendly topics. Key Responsibilities: - Develop and implem...

Project Overview: We are seeking a highly skilled AI Developer with a strong background in computer vision and deep learning to enhance our existing YOLO data model. The primary goal is to optimize the model's accuracy, speed, and reliability for real-time object detection tasks using our custom dataset. Project Description & Responsibilities: - Model Evaluation & Analysis: + Assess the current YOLO model performance. + Identify bottlenecks, accuracy issues, and areas for improvement. - Optimization & Enhancement: + Refine network architecture and adjust hyperparameters. + Improve data augmentation strategies to better train the model. + Implement techniques to boost detection accuracy and reduce false positives/negatives. - Testing &...

I am on the lookout for part-time roles in the technology industry. Given my flexible schedule, I can dedicate significant hours in the evenings and on weekends. I am particularly interested in roles that challenge my skills and allow for growth. Ideal Skills and Experience: - Basic knowledge of software development principles - Familiarity with IT support processes - Understanding of data analysis concepts - Strong problem-solving skills - Excellent communication abilities - Willingness to learn and adapt Please note, while I have not specified a particular role within technology, I am open to exploring various positions, all of which should ideally be part-time and within the tech sphere.

I am looking for a digital marketing expert who can help me primarily with lead generation on social media, specifically Facebook and Instagram. Your expertise is needed to create engaging content and targeted campaigns aimed at generating high-quality leads. The ultimate goal is to convert social media interactions into potential business opportunities. Ideal Skills and Experience: - Proven track record in social media marketing - Experience in lead generation - Proficient in content creation - Data analysis skills to track and assess campaign success - Excellent understanding of Facebook and Instagram's advertising and organic reach capabilities Let's work together to leverage the power of social media and boost our brand's lead generation efforts...

I'm looking for a talented copywriter with a knack for crafting compelling opinion pieces. The piece will focus on the intersection of innovation and technology, with a specific emphasis on large-scale dream analysis. Key Requirements: - Proven experience in copywriting, particularly for esteemed publications like the Harvard Business Review. - Deep understanding and interest in innovation and technology. - Ability to articulate complex ideas in a clear, engaging and persuasive manner. Your task will be to: - Create an insightful opinion piece that explores the potential of large-scale dream analysis within the tech and innovation landscape (based on structure and draft already prepared) - Ensure the piece aligns with the standards and style of th...

I'm engaged in Research and Development and need a professional to help me measure the internal resistance of Li-ion battery cells. Your expertise in this area will help me understand the performance characteristics of these batteries, which is critical for my project. The ideal freelancer for this job should have: - Previous experience with Li-ion battery analysis - Knowledge of internal resistance measurement techniques - Ability to deliver high-quality, precise measurements I need summary of the existing research and future topics and new ideas in this.

...Repair Flyer & Business Card Design for "Wealth Is Living" Description: I need a simple, professional, and eye-catching flyer and business card design for my credit repair business, Wealth Is Living. The goal is to attract potential clients and build trust while keeping the design clean and professional. Flyer Requirements: Size: Standard 8.5” x 11” or 5” x 7” (whichever works best) Theme: Professional, clean, and modern (not too busy) Color Scheme: Blue, black, and white (or something trustworthy and financial-related) Headline: "Struggling with Bad Credit? We Can Help!" Key Services Listed: Credit Report Analysis Dispute Inaccurate Items Credit Score Improvement Strategies Debt Consultation Financial Literacy Tips ...

I'm looking for a proficient developer to integrate the Betfair API into my project. The API should be able to provide real-time odds and live score updates for various sports, along with historical data. Key Requirements: - Fetching of Odds: The API needs to retrieve odds for different types of bets, specifically Win/Loss, Over/Under, and Handicaps. - Live Score Updates: Real-time updates from the field are crucial for the project. - Historical Data: Access to past data for trend analysis and prediction. Sports Coverage: - The API should cover multiple sports, including Football, Tennis, Horse Racing, and Cricket. Ideal Skills: - Proficiency in API integration, specifically with Betfair. - Strong understanding of sport...

I'm looking for a skilled social media marketer to promote my business, Abdulajis, primarily through a campaign on Facebook. Requirements: - Expertise in creating engaging content tailored for Facebook - Proven experience of running successful business promotion campaigns - Ability to analyze campaign performance and adjust strategy accordingly - Creativity to come up with innovative ideas to boost brand visibility Skills: - Social Media Marketing - Content Creation - Data Analysis - Creativity

I need a data entry form with over 100 fields. The form will be used for inputting mixed data (text and numbers). The entered data should be able to be synced into 10+ sheets with the push of a button. Requirements: - Design a data entry form with 100+ fields - Mixed data input (text and numbers) - Data synchronisation into 10+ sheets manually with a button Key Skills: - Proficient in Microsoft Excel or Libreoffice Calc - Experience in creating complex data entry forms - Knowledge in setting up data synchronisation - Familiarity with data validation rules Some fields in the form will need validation, so experience with setting up data validation rules is essential. Please reach out if you have the relev...

I'm looking for a professional designer to create a premium, minimalist and clean pitch deck for me. The primary purpose of this deck is to attract investors. Key Components: - Market Analysis: I need a comprehensive overview of the industry landscape. - Financial Projections: Clearly laid out and realistic predictions. - Team Profiles: Highlighting the strengths and expertise of our team. The ideal candidate should have a good understanding of what investors are looking for in a pitch deck, as well as a strong background in design. Experience in creating pitch decks for startups is a plus. Looking forward to your proposals!

Estamos buscando un Asistente de Ingreso de Datos detallis...verificar datos en hojas de cálculo o sistemas internos. Organizar y clasificar información de manera precisa. Revisar documentos para corregir errores o inconsistencias. Mantener la confidencialidad y seguridad de los datos. Cumplir con plazos y objetivos establecidos. Requisitos: Experiencia en ingreso de datos o trabajos administrativos (deseable, pero no obligatoria). Manejo básico o intermedio de Excel, Google Sheets y otras herramientas de oficina. Atención al detalle y habilidades organizativas. Capacidad para seguir instrucciones y trabajar de forma autónoma. Si estás interesado/a, envía tu solicitud junto con una breve presentación sobre tu experiencia y dis...

...supportive work environment? We are looking for a trustworthy and reliable EA/PA for a philanthropist / filmmaker with an interest in wildlife. The tasks will involve working on ad-hoc projects with the charities, film shoots and assistance with personal matters. The role is not just about organisation - it’s about a long-term partnership. If you have excellent communication skills, excel with logistics, have an analytical mindset and enjoy making this happen, the role is for you. Please note that the role is remote-based and the client is primarily based in Europe. Main tasks Carrying out various personal assignments of the manager related to business: real estate search, insurance, service provider companies; Search for contractors ...

I need assistance with data entry focused on numerical data sourced from printed documents. The data needs to be entered into an Excel spreadsheet. Ideal Skills: - Proficiency in Excel - Attention to detail - Experience with data entry from printed documents - Ability to handle numerical data Please note, this project requires meticulous data handling to ensure accuracy and completeness.

...numbers-driven professional with a sharp eye for car valuation and market trends? Do you thrive in a fast-paced environment where precision and analytical thinking are key? We are a leading online car dealership, and are expanding its purchasing team and looking for a skilled Remote Car Buyer & Market Analyst. Your role will be crucial in sourcing the right vehicles, placing competitive bids in online auctions, and ensuring that we maximize our margins. What You’ll Do: - Car Valuation & Bidding: Analyze and value hundreds of cars daily based on the Swedish market. You will place strategic bids on vehicles within predefined profit margins. - Market Trend Analysis: Identify popular models that sell quickly and avoid vehicles that perform poorly. - ...

I'm looking for an experienced data engineer with expertise in Celonis and SAP ERP systems. The primary goal of this project is process mining. Key responsibilities include: - Integrating SAP ERP data into Celonis for process mining. - Identifying process inefficiencies and opportunities for improvement. Ideal candidates should have: - Proficiency in Celonis and data engineering. - Extensive experience with SAP. - Strong analytical skills for performance analysis. I am looking for a freelancer who can deliver high-quality work and help me gain valuable insights from my data.

Sending Email and PDF generation from Excel

Project Requirement Document: Library Seating Arrangement System Project Overview: This project aims to develop a web-based seating arrangement system for a library. The system should allow the owner or staff to manage seat reservations for different branches with unique seating layouts. The interface should provide an interactive seating chart where seats can be assigned and released dynamically. Features & Functional Requirements: 1. Branch Selection: A dropdown menu to select the branch. A "Go" button to load the respective seating chart. Different branches may have different seating layouts and seat counts. Owners should have access to create new branches or delete old ones as per requirements. 2. Interactive Seating Chart: A visual representation o...

I would like to request the completion of data extraction for all matches of the 2024-2025 season and the integration of this data into the existing file while maintaining the Excel format. Additionally, please provide me with the source code used for the data extraction process. Let me know if you need any further details. Looking forward to your response. Please note that the final deadline for submission is today. Let me know if you need any further details.