Extract mapKazi

I'm seeking an experienced freelancer who can extract critical information from a website. The focus for the extraction would be on text content and tables. I require: - Successful implementation of data extraction tasks. - An understanding of the website content, focusing on information presented in text and tables. - A high level of accuracy, though minor errors can be tolerated. Required skills and experience: - Proven past work in data extraction from websites. When applying, please include previous work handling similar tasks. Your past work examples will guide

I require a Python data scraping code tailored to extract specific details from Website 1. This job involves the precise scrapping of restaurant information, inclusive of names, addresses, and contact numbers, to be saved in a CSV format for easy referencing and analysis. The essential deliverables for this project are: - Python code for scraping the specified data - Guidance on how to set up the code on my system - Collected data presented in a CSV file format The ideal freelancer for this job should have: - Extensive experience with Python and web scraping - Understanding the structure of Website 1 and how to navigate through it - Familiarity with setting up Python code on a client’s system - Experience working with data presentation in a CSV file Please note that fol...

I'm seeking an experienced freelancer who can extract critical information from a website. The focus for the extraction would be on text content and tables. I require: - Successful implementation of data extraction tasks. - An understanding of the website content, focusing on information presented in text and tables. - A high level of accuracy, though minor errors can be tolerated. Required skills and experience: - Proven past work in data extraction from websites. When applying, please include previous work handling similar tasks. Your past work examples will guide

...information input is simplified into: [Industry] (filled in by the user), [Recommended indicator categories] (users can add or delete them themselves), and [Core indicators] (filled in by the user, multiple are allowed) b. The returned mind map: the root node is [industry], the primary category is [recommended indicator category]+[core indicator], and the lower level nodes are the given data and the model's own judgment of drilling down results. c. The user inputs the analysis case enterprise, the system searches for relevant content based on the brain map structure, and generates an analysis report. The user can download the report. Note: This step can refer to calling the dify interface. What I want to solve is step c above. It's about searching for some met...

*Urgent* I'm in need of a professional who can accurately extract text content from PDF files and transfer it into a Google spreadsheet. The language of the PDFs is English and as the specific sections to be extracted have not been specified, whole documents will need to be processed comprehensively. Key Requirements: - Proven experience in data extraction or relevant role - Proficiency in English - Advanced knowledge in Google Sheets - Attention to detail This project needs a perfect balance between speed and accuracy as I'm keen on maintaining the original layout and structure as much as possible. So, experts with a track record of similar successful projects will be favorable. *NEW FREELANCERS ARE WELCOME*

I am launching an exciting project: an internet portal dedicated to all things feline, and I am in search of a digital marketing specialist who can help me achieve our ambitious goal. Within one year, we aim to reach a minimum of 50,000 sessions. Your Responsibilities: 1. Help with the Keyword Selection and Article Brief Creation: I want you to help me create the content road map 2. Text Posting and Optimization: Ensure that all content is not only posted, but also optimized for the best possible search engine performance. I want you to also help to revise the brief created for the writers. 3. Make sure the site is optimized properly, check the keywords ranking and propose the new solutions IMPORTANT: This position is offered on a part-time basis, requiring approximately 20 to ...

...experienced and innovative professional who can efficiently sell my digital products, which mainly consist of e-books and digital planners. On completion, customers should have a seamless buying experience and should be able to get the products through instant download, via an email link with download instructions, and through a dedicated member's area on the website. Key Responsibilities: 1. Map out strategies for selling through a website and social media platforms. 2. Implement processes for instant downloads post-purchase and provision of download instructions via email. 3. Development or optimization of a members-only section for customer access on the site. Ideal Skills: - Experience in digital marketing - Proficiency in website management and social media sales -...

I'm looking for an expert who can perform sentiment analysis on Google Reviews for my website. Your responsibilities will include: - Extracting specific information from the reviews. The crucial data points are textual comments and dates the reviews were posted. - Presenting the...extracted data in PDF format. The information should be arranged clearly, enabling easy comparison and analysis. - Categorizing the review analysis by sentiment i.e., classifying them as positive or negative. This will provide me with a better understanding of client feedback. Ideal skills and experience: - Strong proficiency in Data Analysis. - Experience in Sentiment Analysis. - Ability to extract and present data in a clear, comprehensible way. - Previous work with Google Reviews will be a st...

...language-based communication. - Decision Support: Leverage pre-trained ML models to analyze historical decisions and outcomes, providing data-driven insights and recommendations during discussions. - Document Management: Centralized repository for documents, reports, and minutes, with AI-powered tagging and classification using pre-trained ML models. - Action Item Tracking: Automatically extract action items from meeting minutes using ML models, assign tasks, and track progress, with GPT-4.0 integrated for intelligent reminders and notifications. - Member Engagement: Personalized dashboards for each member, real-time chat interface powered by GPT-4.0 for natural language interaction and assistance. - Live Voting: Conduct live voting during meetings, with options fo...

I'm looking for a deft hand in web scraping to extract data from approximately 15,000 Quora answer URLs. My aim is to extract the share count for each of these answers. This forms a crucial part of my research. These counts will aid me in tracking specifically the "how many times each answer shares" criterion. Only this specific data is needed for each answer. Key requisites for the freelancer includes: - Proven experience in web scraping - Familiarity with Quora's structure - Ability to deliver accurate, clean data rapidly My time frame is extremely tight as I'm needing this completed ASAP. Bid with confidence if you meet the required skills and can deliver in a swift manner.

...Power Automate Desktop flow which we can use for understanding the desired results. Our goal is to enhance our operations by automating data extraction from ODOO, transforming this data appropriately, and then inserting it into MongoDB. Key Requirements: - Develop a Power Automate Cloud Flow based on the existing Desktop flow. - Integrate ODOO and MongoDB for bi-directional data operations. - Extract customer information from ODOO, ensuring the data is accurate and timely. - Transform or format the extracted data to fit MongoDB storage requirements. - Ensure secure and efficient data insertion into MongoDB. - Set up error handling and logging for monitoring the flow’s performance. Ideal Skills and Experience: - Proven experience with Power Automate (both Desktop and Cloud...

Extract text from PDF/Images with Optical Character Recognition(OCR) OCR technology helps scan a document, regardless of whether it is made of text or images, for signs of text. It uses pattern recognition algorithms to recognize whether any part of a document might be an alphabet, number, or character

**Please do NOT contact me if you have no solid experience with done flutter + google map in mobile app development. I'm seeking a skilled (with proven portfolio) Flutter/mobile developer to work on enhancements for my existing draft mobile app (location based similar to google map / redfin / citizen). The overarching goal is to improve the app's functionality and user experience across several key areas. Here's a breakdown of what I'm looking to achieve: **Objectives** - Implement new features to improve overall usability. - Address any existing bugs that affect performance. **Required Features** 1. **Push Notifications:** Implement push notifications to actively engage users. 2. **Workflow Adjustments:** - Improve the user registration/login proce...

I need a 3D model of a human face mask. I have an example of exactly what I want. I want you to copy from the example. No color is needed, just the 3D model. I want the model in whatever format Blender uses so that I can visualize and edit it as needed. I also need the model as a height map image (Greyscale .PNG). I will use this, so I want the height map to be accurate relative to the 3D model. The example has many blocks of various sizes, some higher or lower. Ignore these when creating the model. I am looking for a smooth version of the example. Ideal Skills & Experience: • Proficiency in major 3D modeling software • Experience in character modeling, particularly human faces, is desirable • Understanding of digital art aesthetics • Converting...

I'm looking for a skilled developer who can create a script or application to automatically rename multiple Word documents based on specific content found within each document. This project requires a focus on efficiency and accuracy to ensure file...**Ideal Skills and Experience:** - Strong proficiency in VB.NET and experience with the .NET framework. - Experience with Office Interop or other relevant libraries for managing Word documents programmatically. - Ability to handle file management operations (e.g., reading file names, creating, and renaming files) efficiently. - Familiarity with text parsing and manipulation to accurately locate and extract specific lines within documents. - Problem-solving skills to deal with potential exceptions or unforeseen issues during the ren...

...task at hand involves conducting a basic summary and identifying the themes within a selected piece of poetry. Here’s what I’m looking for in my ideal candidate: - **Expertise in Literature**: You should have a solid understanding of various literary devices and how they are used in poetry to convey deeper meanings and themes. - **Analytical Skills**: Ability to read between the lines and extract the essence of the poem, summarizing its themes and the general mood conveyed by the poet. - **Attention to Detail**: Even though the analysis is basic, it’s crucial to catch the subtle nuances that make the poetry unique. - **Time Management**: This project comes with a deadline, so efficient work without sacrificing quality is key. - **Effective Communica...

...require a skilled freelancer to create an engaging 3D PowerPoint presentation with a focus on delivering a powerful, informative heat map display. This presentation will integrate geographic, statistical, and time-based data, visualized through a color-coded map approach. **Key Requirements:** - The presentation must effectively communicate complex data in a simplified, visually appealing manner for a diverse audience. - Experience in creating presentations with a strong emphasis on data visualization, particularly heat maps, is essential. - Proficiency in 3D modeling and PowerPoint, with the ability to integrate data seamlessly into a dynamic, color-coded map. **Ideal Skills and Experience:** - Strong background in data analysis and visualization. - Expertise in...

...Results:** - Displays search results in the form of Q cards, providing a quick overview of each trail. ### 3. Trail Page: - **Trail Details:** - Provides comprehensive details about the selected trail, including rating, likes, and dislikes. - **Itinerary:** - Presents a step-by-step itinerary with destinations, ensuring a clear understanding of the trail. - **Interactive Map:** - Maps out the trail with marked destinations, offering visual guidance to users. - **Comments & Discussions:** - Allows users to engage in discussions, share experiences, and ask questions about the trail. - **Multimedia:** - Integrates videos and images showcasing the highlights and experiences of the trail. - **Cost Breakdown:** - Breaks down the...

I am seeking an individual who is skilled and experienced with smali and apk disassembling for a data scrapping project. The primary task is to extract text content and audio file within an app - specifically, the user interaction pages. Please bid if you have experience Looking for longterm friendship

Source code udah tersedia : Admin Panel Provider Panel User App Flutter Web App Landing Page Provider App Serviceman App Instalasi dan setu...App Landing Page Provider App Serviceman App Instalasi dan setup di VPS server Setup the Admin & Provider panel on our hosting. Configure the User app, Provider app & Serviceman app with admin panel. Configure the Flutter website on my hosting. App name, logo colors, package name, splash screen update (all materials will be given by me). SMTP Mail Configuration. Third-Party API Setup (All Google Map API). Social Login setup. Existing OTP configuration. Configure Push Notification. Setup extra Payment Gateways (with the customer’s given credentials). Translate all applications only to English & Indonesian language. Upload ...

I'm on the hunt for a graphic designer with a knack for creating colorful, vibrant designs. Related experience in producing festival layouts or maps is particularly desired for this assignment. • Task: Your main task will be to produce a visually engaging festival layout/map. • Design Style: The design should be colorful and vibrant, meant to evoke fun and excitement for the festival attendees. • Desired Skills: Proven experience in graphic design is necessary, with specific expertise in utilizing dynamic colors and crafting clear, helpful layouts greatly preferred. Potential freelancers should showcase relevant previous work in their proposals. We're eager to see your imaginative approach to this task. Be a part of shaping a memorable festival experie...

I'm seeking a skilled developer or team to create a solution that extracts raw text content from a JavaScript (JS) node page and displays it dynamically on another web page. This project requires real-time updates to ensure that the displayed content reflects any changes made to the source. **Requirements:** - Extract raw text content from specified JS node pages. - Display the extracted content on another web page. - Implement a system for real-time updates with refreshing the page whenever we want. - try to avoid suggesting to do this via creating a 3000 port, can we do it locally etc The intended use of the extracted content is immediate and seamless integration into an existing web platform, ensuring that users have access to up-to-date information without any noticeable...

...surveillance footage. Key Requirements: - Proficiency in Amped Five software. - Experience with forensic image analysis. - Strong background in video enhancement for surveillance purposes. - Ability to extract specific details from low-quality footage. Objective: The main goal is to enhance surveillance video footage to extract vital details that are currently not visible or clear. This could include but is not limited to, faces, license plates, or specific actions. Ideal Skills and Experience: - Previous experience working with surveillance footage. - Demonstrated ability to improve video quality and extract critical details. - Knowledge of various video formats and the ability to work with them. By bidding on this project, you'll be contributing crucial s...

About the Job MAP Medical is seeking a freelance IT Manager to support us on an hourly/project basis, as we strive to fulfill our mission of being the preferred source of medical supplies and equipment for our enterprise healthcare clients. As we begin to grow, our goal would be to evolve the IT Manager role to a full-time, salaried position. As we are a start-up operation, the IT Manager may be asked to wear multiple hats, beyond traditional IT Manager duties / responsibilities. Pay Range Compensation ranges from $40-$70 p/hr, commensurate with experience and skillset. We are happy to commit to a minimum number of hours per week. It is management’s objective to evolve this role from a contract, hourly basis to a full-time internal role as the business grows. Essential...

I have a small custom project I'm looking for some graphic design help with. We're building a new lead acquisition form on our website. Here's an example of the framework of the page without refined graphics or responsiveness built yet - The functionality of this form/funnel is being done by my developer (map UI, month selection UI), however the graphic design aspects need some refinement. These graphics should be responsive across different devices - desktop, mobile, tablet. I'm looking for someone to assist in the graphic design for: a) this landing page(s), funnel b) top graphic banner for the customized cart page (see below link for reference) c) FB/IG ads (x2) to drive traffic to this funnel/form for lead acquisition Example customized cart page

I'm looking for an experienced web developer proficient in identifying and resolving 404 errors. Because of this error, Google is not fetching my site map.

Tafadhali Jisajili ama Ingia ili kuona maelezo.

I'm in need of a capable Python developer to create a GUI for my project. Here's what you'll need to know: - Primary Objective: The principal aim of this project is to develop a simple Python UI for a number of machine learning models. - Required Libraries: Experienced use of the Streamlit and Gradio libraries is crucial for this project. Good to Know; Machine L...models. - Required Libraries: Experienced use of the Streamlit and Gradio libraries is crucial for this project. Good to Know; Machine Learning An ideal candidate will have a proven track record with Python development and a deep understanding of GUI development, specifically with Streamlit and Gradio libraries. Please showcase relevant examples of GUI's you've developed in the past. Let's e...

Tafadhali Jisajili ama Ingia ili kuona maelezo.

I'm currently in need of a skilled freelancer who can efficiently extract data from an SPSS file and deliver it to me in an Excel spreadsheet. Given that I'm on a Mac operating system, the individual should be well-versed in handling and converting files compatible with this OS. **Key Requirements:** - Familiarity with Mac operating systems. - Proficiency in handling SPSS files. - Ability to convert .sav files to .xlsx format without data loss. **Ideal Skills and Experience:** - Strong background in data management and analysis. - Experience in data conversion and extraction. - Proficiency in Excel and SPSS software on Mac. - Attention to detail for ensuring data integrity during conversion. The project does not require any analysis of the extracted data, simply an effi...

...platforms, enhance sales tracking, and streamline invoice management—all of which are currently handled directly within QBO. I haven't set up Method CRM yet, so I need guidance from scratch. Looking for help in: 1. Automate Invoice entry into QuickBooks Online 2. Integrating Method CRM with QuickBooks Online In automating Invoice entry into QuickBooks Online, the objective is to: • Pars and extract a text based email and create a customer invoice in QuickBooks Online. In Integrating Method CRM with QuickBooks Online, the objective is to: • Provide user-friendly interface and customizable • Automatically synchronize customer information, sales data between Method CRM with QuickBooks Online • Email marketing automations, such as -ho...

...between functionality and visual appeal, potentially drawing from modern, minimalistic, or vibrant design philosophies. **User Experience:** - Emphasizing an intuitive user interface, the website should incorporate elements that facilitate effortless navigation and information retrieval. This includes: - A comprehensive search bar - Dropdown menus for categorized searches - An interactive map for exploring destinations **Ideal Skills and Experience:** - Experience in designing and deploying static websites - Proficiency in front-end technologies such as HTML, CSS, and JavaScript - A keen eye for modern, clean, and responsive web design - Previous work with travel-related websites is a plus, but not mandatory I envision this project to not only serve as a practical tool f...

I am in need of a skilled developer to create an application that will allow me to extract text from a range of sources, including PDF files and photos of documents. The solution should not translate the extracted information; instead, it should maintain the text in its original language. The data extracted with be from copies of customer invoices. To successfully tackle this venture, a strong understanding of the following will be necessary: - Image and PDF Manipulation - Text Extracting Techniques Moreover, the proposed application should adjust automatically for orientation. The goal is to have a solution that accurately extracts text no matter how the source files have been prepared and place this data in a CSV format. If you possess the necessary skills, please place your ...

As the client, I'm looking for a competent developer to build an Android and iOS mobile app having a specific design which I'll provide. This app needs to include some crucial features such as: - User login and registration. - In-app purchases. - A NFC tags reader. - Animations. - A setup for map markers based on NFC tags in maps - Maps routing based on setup markers - ... It's required that the developed app is integrated with some external services - specifics for this will be provided as we continue the project. Ideal candidates for this job should have robust experience in mobile app development particularly involving NFC technology and other listed features, and a proven record of integrating applications with external services.

I have a google map JS code on html which I use in an iFrame on the no-code platform bubble.io. The map code has routing with origin and destination markers. The markers have info windows on each of them. The coordinates of the markers are fed from the database in bubble and this is periodically updated at intervals straight from the bubble database. Each time the lat and long figures in the database is updated, the map is automatically updated to reflect the new position of the marker(s) and the routing. However this update causes the map to refresh/reload. See below, my requirements; 1 . When the coordinates data is updated at intervals, can the marker position and routing be automatically updated (like animation) without refreshing or reloading the map...

Creating GPS fleet management system Backend Receives and processes information from GPS trackers Store information about clients, trackers, cars, etc CRM- Frontend Creating trackers into the warehouse Configuring parameters for added trackers Creating clients, client list ...system Backend Receives and processes information from GPS trackers Store information about clients, trackers, cars, etc CRM- Frontend Creating trackers into the warehouse Configuring parameters for added trackers Creating clients, client list Creating units, units list Creating client profiles, profiles list, settings, units, trackers Client-Frontend Online map (google map) List of objects Reports Dashboards Creating Users Creating drivers ...

Convert jpeg map into a detailed vector format

Need a freelancer to extract text content from images of printed documents and accurately inputting this data into an Excel sheet. The images contain textual information. **Ideal Skills and Experience:** - Proficiency in text extraction techniques. - Experience with OCR (Optical Character Recognition) software. - Strong attention to detail to ensure the accuracy of extracted data. - Familiarity with Excel and formatting data in spreadsheets. **Requirements:** - Extract text data from provided images of printed documents. - Organize the extracted text in an Excel sheet with proper categorization as instructed. - Verify the accuracy of the extracted data and correct any discrepancies. This project is perfect for someone who is meticulous and has a strong background in data ...

I'm seeking a skilled freelancer to set up a digital print store's WooCommerce checkout process and incorporate a map selection for Direct mail and a real-time job status tracking feature as per the PowerPoint document link below. Here's what I need: - **Custom Checkout Design**: A user-friendly interface that aligns with the brand’s aesthetic. - **Additional User Input Fields**: During checkout, I want to collect vital information such as a delivery address, customization specifics (related to digital print), and area selection quantity. - **KML Map Area Selection Integration**: An essential feature allowing customers to accurately select their desired map area for print - this must integrate seamlessly with the checkout process. - **Stripe...

...as applied to news websites. - Proven track record with database management and integration. - Ability to identify and extract relevant article data without including advertisements or unrelated content. - Knowledge of handling dynamic content and pagination within the targeted news website. **Ideal Skills and Experience:** - Proficiency in programming languages commonly used for web scraping, such as Python, particularly with libraries like Beautiful Soup or Scrapy. - Experience with database technologies (e.g., MySQL, MongoDB) and the ability to format the scraped data into a structured and queryable form. - Understanding of HTML, CSS, and JavaScript to navigate and extract from complex web pages. - Familiarity with news website structures and potential obstacles in dat...

...numeric, and date/time formats, etc... **Key Requirements:** - Proficient in XML and Laravel. - Experience with data mapping and integration between different systems. - Ability to implement custom transformation or mapping logic for fields that do not directly match between the systems. - Understanding of specific rules or requirements that govern the mapping of fields. **What You Will Do:** - Map various fields (around 400 or more) from the XML file to the corresponding fields in the Laravel system, following strict mapping rules and conventions. - Employ custom logic for transforming or mapping fields that do not have a direct match, ensuring no data loss or integrity issues. - Work closely with me to understand the specific requirements and rules for mapping to ensure accur...

I need someone to find scrape and extract date from linkedin company profile.

...can efficiently extract text data from various websites. This project aims to gather specific information which will later be used for analysis purposes. The process should be automated to handle multiple sources effectively. **Ideal Skills and Experience:** - Proficiency in web scraping tools and techniques - Experience with programming languages suitable for data extraction such as Python (beautiful soup, scrapy) - Knowledge of handling different types of web data formats (HTML, XML, JSON) - Ability to work with data extraction from dynamic websites - Strong understanding of web technologies and how data is structured on websites - Experience in avoiding and handling web scraping blockers and CAPTCHAs **Project Requirements:** - Develop a script or use a tool to extract...

...seeking a skilled geospatial analyst to create comprehensive GIS maps of the entire Knightsbridge area. My goal is to have detailed maps incorporating various critical and environmental aspects to aid in urban planning and public awareness projects. **Requirements:** - **Building Outlines**: Include all buildings in clear detail to help in understanding the urban layout. - **Streets and Roads**: Map all streets and roads to facilitate navigation and planning. - **Air Quality Analysis**: Perform detailed air quality analysis across Knightsbridge. This should highlight areas of concern and potential sources of pollution. - **Flood Risk Modeling**: Develop flood risk models to identify vulnerable areas. This information is crucial for emergency planning and infrastructure improvem...

I need help to transfer data from a large PDF file into Excel. Your primary task will be to: - Carefully extract all the textual data from the table in this pdf into Excel: No data cleaning or processing will be needed after the data extraction; I just need the data to be transferred accurately. Attention to detail will be key to ensure there are no errors during the data input. Thank you for considering my project.

WotsOnWhere is a new b2b2c software company that creates tailored real time consumer applications on mobile phones and tablets for attendees of live events such as music festivals, exhibitions, and sports expos. The application links a map or layout with an event schedule which helps attendees to navigate their way around the event and to make the best use of their time at the event. (placeholder) Please share examples of your past logo designs new WOW logo WotsOnWhere - real time event navigation Deliverables: high res images multiple formats - dark on white background and white on dark background for signatures, social media and website usage. No colour palette finalised.

I'm in need of an experienced Zapier Automation Specialist to streamline and enhance my recruitment process. The main goal is to automate resume parsing, ultimately reducing administrative tasks and increasing efficiency within Pipedrive Key Requirements: - Implement a solution able to extract vital information from resumes - Ensure seamless integration with existing Pipedrive CRM Ideal Candidate: Expertise in Zapier automation is a must. Previous experience in automating HR processes, particularly with resume parsing solutions, is a highly valued asset. Understanding of various HR systems and software will be advantageous, though the specific software we use will remain confidential until project commencement. Enthusiasm, problem-solving skills, and a keen eye for detail a...

I require a specialist who can adeptly extract both textual and numerical data from a set of digitally created PDF drawings. The data should then be meticulously organized and formatted into an Excel Spreadsheet for seamless use. The ideal freelancer for this project should possess: - Proficiency in handling PDFs, particularly in data extraction. - Proficiency with Excel spreadsheet manipulation. - Attention to detail to ensure accuracy of data extracted. - Experience in dealing with digital drawings is appreciated. I value clear communication and timely delivery. I am looking for a thorough, reliable and professional freelancer to complete this task.

I'm looking for a seasoned web developer who can design my portfolio website. My primary aim is to attract new clientele through my portfolio, so I'd need the site to be highly engaging and professional. Key Requirements: - Building a portfolio website from scratch. - Incorporating vital features on the contact page including a contact form, a location map, and social media buttons for my LinkedIn, Instagram, and Twitter profiles. Ideal Skills: - Previous experience building and optimizing portfolio websites, preferably with case studies or portfolio to show. - The shortlisted candidate must possess comprehensive knowledge of UI/UX principles to ensure a seamless user experience on the website. - Proficient in HTML, CSS, JavaScript, and familiarity with CMS like WordP...

...script is a crucial component of our data processing tasks, aimed at effectively managing and extracting specific data points from our datasets. **Requirements:** - The script must accommodate files containing two header rows plus a unique "header" column that precedes the data columns. - It should efficiently extract data, ensuring to handle the dual nature of the headers and the "header" column seamlessly across both CSV and Excel formats. - The goal is to parse these files to extract specific columns of data, entire rows based on certain conditions, and identify unique entries without duplicates—despite the complexity introduced by the dual headers and "header" column. - The final output should be structured and easily interpretable,...