Web scraping jobs jobs

...enhance my educational journey. Ideally, the script would allow me to automate the download process, saving me precious time that I can then dedicate to studying and maximizing my learning potential. The ability to customize the script to choose specific lectures and categorize the files neatly based on subjects would be an added bonus. If you have the necessary expertise and are familiar with web scraping or similar techniques, I would be thrilled to discuss the details further. It would be greatly appreciated if you could provide me with an estimate of the time required to develop the script and your proposed budget for the project. Please feel free to ask any questions you may have or request additional information. I am open to suggestions and collaborative discussi...

I need an expert freelancer for a one-time project involving web data scraping. The objective is to collect specific text content from designated websites. Key Project Details: - Scrape text content accurately. - Ensure data is organized for database integration. - One-time extraction with a possibility of future projects. Ideal Candidate Skills: - Proficiency in web scraping tools and software. - Experience with data extraction and organization. - Understanding of database structures. - Ability to deliver clean, usable data outputs. This project is suitable for freelancers who are detail-oriented and have a proven track record in similar data scraping tasks.

I am looking for a skilled Informatica professional to set up Informatica 12.x on my enterprise-level. Informatica admin needed to: Platform Setup: Design, install, and configure Informatica's platform to meet the specific re...security measures and access controls to safeguard sensitive data and ensure compliance with industry regulations. Performance Tuning: Monitor system performance, identify bottlenecks, and implement optimization strategies to ensure the platform operates at peak efficiency. Workflow and Job Scheduling: Create and manage ETL workflows and job schedules, troubleshoot issues, and ensure data processing jobs are executed successfully. Backup and Recovery: Develop and maintain backup and disaster recovery plans to safeguard critical data and ensure busin...

I need a Python developer to assist with automating certain tasks on Telegram. Unfortunately, I’m not able to provide specifics on the tasks as this question was skipped during the initial project setup. However, potential tasks might include setting up automated message sending, group management features, and scraping data from Telegram channels. The frequency of these processes was not determined either. Ideal candidates for this job should have: - Excellent skills in Python, particularly with creating automation scripts - Knowledge of and experience with the Telegram API - Superior problem-solving abilities as the exact project requirements might need to be ironed out during development When applying, feel free to provide any relevant details such as past work, experienc...

I'm looking to build a sleek, corporate-esque website tailored for selling professional web scraping services. Here's what I need: - A sleek, professional, and corporate-style design to appeal to business clients. - No integration with CRM systems is required at this stage. - Capability to process payments via Credit Card, PayPal, and cryptocurrency. Ideal Skills for the Job: - Proficiency in web design with a portfolio demonstrating corporate website work. - Experience with eCommerce platforms and secure payment gateway integration. - Knowledge of cryptocurrencies payment systems is a plus. - Good understanding of UX to ensure a smooth transactional process for clients. I'm excited to see your proposals and previous work that align with the vision f...

Limousine service app for personal transportation. iOS and Android platforms. Includes Admin backend, Customer App and Driver App. Objectives Digitalise and automate the current offline process Provide booking experience for customers. Tool for drivers to manage jobs and earnings. Fleet management system for operational efficiency. Features Customer App Login with OTP: login via phone number & username. (stay sign-in) GPS booking: Able to detect current location and search for end location with google map or other related technology Booking: Able to choose booking type (car type / booking type) Multiple Locations: Up to 3 pickup and drop-off locations (min 2 max total 6). Mange location: Edit / delete / add location (no limit to changes) Invoicing: Invoices sent to customer ...

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Hi, We need 878 products scraped from a website with the fields attached in the excel file. You will need to reference 2 .jpg images in the excel sheet and save the images to a gdrive link that we will give you.

...to know an intelligent website scraper to ask for help when needed (Casual unless you make your own role). This is not crazy technical - it's basic, but I would like you to be able to think! It is infinitely more useful that you are smart, can manage data sets, and want to own solutions so I don't have to explain every tiny detail and can let you just do... I have a task now which involves scraping a post on my site, then doing 301/404 checks, then working to expand data by pulling from sits as you see need (Of course I have list already). The more logical and smart you are in understanding how to solve problems the more I can see ways to use you. If you can do data manipulation then there is more fun! NB: You genuinely will be treated as an adult and can share all...

I'm looking for an expert in data scraping to collect specific information about the followers of a LinkedIn company page. This data will directly support my market research. Requirements: - Scrape Names, Job Titles, Locations, and LinkedIn URLs of company followers. - Organize the data cleanly in a spreadsheet format. - Ensure the accuracy and reliability of the extracted data. Ideal Skills: - Experience with LinkedIn's API or similar data mining tools. - Proficient in data scraping and extraction techniques. - Capable of creating structured spreadsheets. - Knowledge of data privacy regulations. By applying, you're confirming that you have the skills to accurately gather and format this data reliably. An eye for detail and confidentiality are paramount.

I am desperately in need of an experienced WordPress developer who can jump in and help me customize my website's theme, specifically focusing on optimizing my images so that they load more efficiently. The jobs you'll be fulfilling are: - Smooth image loading: I want my website's images to load seamlessly without hindering the browsing experience. - Implementing Lazy Loading: Your expertise in lazy loading for better website optimization will be highly appreciated. - Optimize image size: I want my images to be optimized in terms of size without sacrificing their quality. I don't have a preferred plugin for this task and am open to your suggestions on the best tools to use. Your proven track record in similar projects and deep understanding of WordPress deve...

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I'm looking for a talented Photoshop wizard to merge past and present Apple history in a single image. Here are the details: - Photoshop Apple's "Vision Pro Headset" onto a well-known Steve Jobs photo from the Walter Isaacson book. - Final image must be high-resolution and fit perfectly into a tweet Ideal freelancer skills: - Expert in Photoshop and photo manipulation. - A keen eye for detail that ensures a realistic blend. - Familiar with Steve Jobs's legacy and Apple's brand. - Comfortable working with high-resolution images.

I'm looking for a freelancer to execute a precise data scraping task with the following specifics: - Objective: To accumulate a list of business names and phone numbers from Google searches. - Specification: I require the harvesting of data based on pre-determined keywords which I will provide. - Scope: This job will entail a single extraction, possibly ongoing. Ideal Candidate Skills: - Proficient in data scraping and extraction techniques - Understands the nuances of Google search mechanics - Capable of ensuring accuracy and relevance of the data collected - Familiarity with data processing and organization for ease of use Experience in similar projects dealing with B2B data collection will be considered a strong advantage. I need a freelancer who can deliver clea...

As a Python-based business with a pre-existing software framework, I am currently seeking a capable developer proficient in API scraping. The primary objective is to purchase and scrape API from Batfair's original website. Here's a rundown of the key requirements: - Proficiency in Python is required as the existing software is written in Python. - Experience in integrating external APIs with pre-existing software. - Only the betting odds data needs to be accessed from Batfair's API. This project aims towards integrating the scraped API from Batfair onto our existing Python software, thus facilitating a smoother accessibility to Batfair's betting odds information. Therefore, experience with similar scenarios will be highly appreciated.

I'm looking for an experienced web and native react app developer to do custom and regular customization of my website and app themes. Ideally, applicants should demonstrate a strong understanding and experience in web and app development, especially in the JavaScript library, PHP, and React Native. TASK OVERVIEW: 1.) Link ''Search" buttons on Home page to Login page. So that anyone who wants to search will first Login or Sign up before the search parameters will go through. 2.) Copy the "Geo Location" search parameter you find in "Search for Job" page and add it in as a parameter in all the other searches, such as "Search for Freelancers " page , "Search for Services" page. 3.) Link the Login page direc...

I'm seeking a highly skilled individual or team to help me extract meaningful insights from popular social media platforms. ...social media platforms. Here's what I'm specifically looking for: - Expertise in data extraction from social media sources - Ability to identify valuable information within these platforms - Familiarity with Facebook, Twitter, Instagram for data mining Skills and Experience: - Proficiency in data mining and analysis tools - Strong background in social media analytics - Experience with APIs and web scraping techniques The ultimate goal is to leverage these insights to inform decision-making and strategy development. If you're ready to delve into the wealth of information social media holds and can provide actionable intelligence,...

Hello in advance, I will speak with you after you provide answer to my question (see below): YOU MUST USE (USA VPN ONLY) (TO ACCESS AMERICAN GOOGLE) (MASK YOUR IP) I need you to collect list of SPECIFIC companies (USA ONLY-from all USA 50 States) Using this EXACT keywords in quotes-(as is): "Fiber Cable Wire Manufacturer" Each state's results will be listed individually on Excel You will collect (from 333 USA cities): Company name, what company does, address, phone, website URL DO TEST TO QUALIFY: (I will only respond to people who provide answer to this question below) Please perform this search for El Paso, TX (QUESTION: tell me how many results you find in El Paso, TX)

I'm looking for a skilled programmer to create an automated system for entering FI...automation, with a focus on: - Developing a reliable auto-entry program that accurately inputs daily lottery results, jackpot amounts, and winning numbers. - Integrating automatic form-filling capabilities without the need for captcha-solving features. Key Skills: - Proficiency in automation scripting (i.e., Python, JavaScript) - Experience with form automation tools - Understanding of basic web scraping techniques - Familiarity with email notification systems The successful freelancer will deliver a system that simplifies the entry process and enhances my chances of securing World Cup tickets. Please provide examples of similar projects you've handled. I'm excited to see yo...

I need an expert in scraping the internet, social media including WhatsApp to determine the marketing strategy employed by a particular company

...and include a brief explanation as why you gave yourself that rating: 1. Wordpress plugins 2. SEO experience 3. Javascript 4. Node.js 5. Angular 16 6. API development 7. HTML / CSS 8. PHP 9. Python 10. ERP systems 11. Tailwind 12. TaigaUI 13. Chrome Extensions (please rate yourself and provide any examples you might have) 14. Google Add-on 15. Keyword research tool 16. Web scripts 17. AI / ChatGPT experience 18. Web scraping Next, please answer these "get to know you" questions: Why are you interested in this job/project? How many & what other projects are you currently working on? Do you work with a team, agency, or as an individual? Why should I choose you? How can you make it better or different than keywords research tools already out ther...

I have a specific website in mind from which I need text content meticulously extracted. The data, once successfully scraped from targeted webpages, needs to be structured and presented to me in an XML format. Ideal Skills: • Expertise in web scraping • Strong understanding of XML data structures • Excellent attention to detail Experience: • Proven track record in data scraping specific and accurate text content • Demonstrable experience in transforming raw scraped data into organised XML structures.

Seeking an experienced web developer to create an innovative reseller hosting platform, utilizing WHM and WHMCS for automation. I need someone who can give life to my vision with a standout design and reliable back-end functionalities. Key Features: - Customer sign-up and account management - Automated billing and invoicing integration - Efficient support ticket system Ideal Candidate: - Proven experience with WHM/WHMCS - Strong portfolio in e-commerce/reseller websites - Creative design skills - Expertise in HTML, CSS, JavaScript & PHP - Familiarity with web hosting concepts - Excellent communication skills Looking forward to collaborate with a visionary developer to achieve a seamless customer experience on my reseller hosting website. All the below listed points re...

...- **Volume**: Approximately 2 million entries. - **Urgency**: The project needs to be completed as soon as possible. - **Final Format**: Deliver the final dataset in an Excel spreadsheet. **Ideal Candidate Should Possess:** - Proven experience in web scraping and data mining. - Proficiency in using scraping tools and writing custom scripts. - Ability to handle and organize large data sets efficiently. - Experience with Excel to ensure clean and usable data output. - Knowledge of data privacy and adherence to legal guidelines during scraping. **Desired Outcome:** - Accurate, clean, and well-structured data for immediate use in market research analysis. If you have the expertise and are up for a speedy turnaround challenge, please bid with your approach ...

...- **Volume**: Approximately 2 million entries. - **Urgency**: The project needs to be completed as soon as possible. - **Final Format**: Deliver the final dataset in an Excel spreadsheet. **Ideal Candidate Should Possess:** - Proven experience in web scraping and data mining. - Proficiency in using scraping tools and writing custom scripts. - Ability to handle and organize large data sets efficiently. - Experience with Excel to ensure clean and usable data output. - Knowledge of data privacy and adherence to legal guidelines during scraping. **Desired Outcome:** - Accurate, clean, and well-structured data for immediate use in market research analysis. If you have the expertise and are up for a speedy turnaround challenge, please bid with your approach ...

...scrapers. The objective of the project is to extract medical papers and information for competitive analysis and content monitoring purposes. Specific data points needed to be extracted are: - User comments/reviews - Postings or listings data Preferably, this information should be acquired from Google and any other online resources. The successful bidder should have experience in Python, web scraping, data extraction, and working with APIs. Knowledge in text mining and natural language processing will be an added advantage. Your scraper must be capable of handling hundreds of webpages effectively and efficiently. We have already completed 50% of the project as we have developed the crawler in-house using Python , we are now doing the AI part. We want to handle the pro...

I need a proficient freelancer, with a solid background in Winautomation to address an issue with my current scraper. The scraper is running and working on almost most parts of the site it scraping but for certain areas it misreads the information in the beginning of the process. Your task will be to troubleshoot and fix this initial stage crash. Key competencies required: - Winautomation expertise - Troubleshooting skills Its running live on a Windows PC with Anydesk installed which can be used to fix the issue. Automatic bids with generic comments be ignored - to confirm you have read and understood the task please include the number 4 in your initial contact :)

In need of an expert who can meticulously scrape data from specified sections of a website. The focus of extraction includes: - Text content - Images - Specific product details This task requires precision as I only want to target the 'Product deta...an expert who can meticulously scrape data from specified sections of a website. The focus of extraction includes: - Text content - Images - Specific product details This task requires precision as I only want to target the 'Product details page'. This concentrated approach should lead to the accumulation of relevant data only. To fulfill this role, you need comprehensive knowledge of website scraping and an acute attention to detail. Your ability to discern relevant information from pointless data will be key to a su...

I need a UiPath expert to create an automation process for my emails. The system should be intelligent enough to extract specific text from the body of my emails. The requirements are as follows: - Proficient in UiPath Automation tool - Knowledgeable in email management - An ability to dissect and identify relevant text in an email content This project is a great fit for ...intelligent enough to extract specific text from the body of my emails. The requirements are as follows: - Proficient in UiPath Automation tool - Knowledgeable in email management - An ability to dissect and identify relevant text in an email content This project is a great fit for someone who has tackled email handling and text extraction tasks before. Familiarity with advanced UiPath features for text scraping ...

I require a freelancer to help map out spatiotemporal tourist behaviours and hotspots in Egypt, utilizing both Flickr and Twitter's location-based photo-sharing services from 1/23 to 12/23. The scope of the project entails: - Extraction of both user demographic data and geo-tagged photo data from these platforms. - Proficiency in handling APIs, data scraping, and geo-tagged data from both Flickr and Twitter are prerequisite skills. - Experience in demographics and behavioural analysis is desirable. - The finalized data gathered needs to be presented in an interactive map. Skills in data visualization and mapping tools are crucial. In summary, the freelancer needs aptitude in data mining, data visualization, behavioral analysis and proficiency in handling social media tools. ...

I'm seeking a professional who can develop a JavaScript script that manipulates button elements on a website. The goal is to automate a specific function: adding items to the shopping cart. Key Responsibilities: - Identify the HTML code in the we...that performs three specific actions on these button elements: Clicking on the buttons, changing their color, and hiding them. - The script's working should allow for degrees of manual control over the adding-to-cart function, rather than entirely automating it. Ideal Skills and Experience: - Proficiency in JavaScript and HTML - Familiarity with web automation tools - Previous experience in web scraping - Excellent understanding of e-commerce web design - Attention to detail, to ensure correct identifica...

Work Location: remote, work from home Work Schedule: part time, flexible schedule Compensation: competitive rate Experience: no prior experience required Language Requirements: English and Spanish (Spain) Project Duration: intermittent Does this sound like you? Are you a stay-at-home mom or dad, student, gig worker, or professional looking for freelance, part-time, remote, work-from-home jobs where you can set your own schedule? Are you a search engine pro? Do you find online searches easy? Are you interested in helping to improve the reliability of today’s AI models? If yes, then this opportunity is for you! What we're looking for RWS Group is looking for Search Engine Evaluators to assess and provide feedback on text, audio, image, or video search results based on ...

I am seeking a fluent Python developer to create a custom web scraper tailored to extract specified data from a range of company websites. This would be an ideal project for someone who has a strong background in web scraping, data extraction, and automation processes. Key Requirements: - Efficiently scrape contact information, product details, address specifics, and fundamental company descriptions. - Ensure the accuracy and cleanliness of the scraped data. - Implement a solution that can bypass basic anti-scraping mechanisms. Skills and Experience: - Proficiency in Python and web scraping libraries (e.g., BeautifulSoup, Scrapy, or similar). - Familiarity with parsing HTML/CSS and working with APIs if needed. - Experience in data manipulation ...

I'm seeking a professional CV writer specializing in technology careers to craft a compelling r...applications. - Format Expertise: Advice on which CV format is best—chronological, functional, or combination—given the absence of my preference. - Content Quality: A well-structured, error-free CV that stands out in competitive job markets. Ideal Skills and Experience: - Proficiency in English writing and grammar - Extensive experience in professional resume writing, particularly for technology sector jobs - Familiarity with current industry trends and keywords - Ability to provide a portfolio or samples of previous work - Certification from a recognized professional body (preferred but not required) Please include your approach to CV writing and a quote for your ser...

I want to build an automated platform for my in-home service placement agency where clients and service providers can communicate with each other and bookings are made through the platform. We place pe...communicate with each other and bookings are made through the platform. We place petsitters, housesitters, babysitters, Frail caregivers etc. I also want the sitters to have a verified profile before being accepted on the platform. The service providers have to do the following: 1. Update and edit their profiles with pictures 2. Upload police clearance for a verified profile. 3. Receive emails from jobs posted and send their prices 4. They must pay a subscription fee monthly to stay on the platform I want the clients to: 1. Post a job 2. Payment portal to confirm bookings 3. Lea...

need these 3 pages on wp with similar layout per page cost 1000 inr Note: Please dont bid you can't work on my cost. Lets save each other time. I will offer more jobs for successful freelancer. 1. Home page: 2. Shop page: 3. category page:

For the project, I need help with entering data in a CSV. The data is information and body data of erotic performers (NO pornographic content) This order includes a CVS with 5,000 data records, which are to be supplemented by web searches. If the quality is right, follow-up orders may result. The attached CSV file contains 3 data records, with the first entry serving as a sample. If you are interested in the order, please complete the 2 incomplete entries and send them to me. IMPORTANT: The table should not be changed, as the data will later be imported into a database. The first line contains all information about the data: ID ( NO EDIT) Name ( NO EDIT) Birthday -> only this format '29.10.1986' Place of birth -> only the country, without city Height -> o...

We are a recruitment company that specialises in the healthcare sector, we work on a high volume of jobs/contracts. We already have a website but want to have an area (or a completely new small website) where our nurses can go to view all of the jobs that we are trying to fill. We can put our jobs on our current website but it includes adding a lot of information on each job. We want a website/webpage where we can add a large amount of jobs and just a few key bits of information. Our clients email us a large amount of jobs/contracts that need filling, this can be different types of nurse jobs across locations in Australia. We want this website to be very user-friendly and a way that healthcare professionals can quickly navigate to the area that...

I require assistance with copying text from various documents. Each piece of handwritten notes that needs to be transcribed is relatively short, typically less than one page. What I need: - Accurate transcription of text from printed documents - Flawless spelling...detail to ensure no data is altered or missed Ideal Candidate: - Excellent typing skills - Proficient in English - Able to work efficiently without supervision - High level of accuracy and attention to detail - Experience with data entry and document management Although there is no strict deadline, I value prompt and efficient work. Freelancers with a proven track record of meticulous data entry jobs are highly preferred. If your work ethic is aligned with precision and expediency, I'd be glad to have you on board...

I'm in need of a skilled professional who can scrape data from websites especially from specific Education ERP websites. Skills/Experience Required: - Experienced in web scraping, able to efficiently extract and organize data types: text, images and social media posts - Proficient with managing large datasets - Knowledge of the Education ERP systems is desirable but not essential Task Overview: - Crawl specified Education ERP websites - Extract all available content including student information, attendance records, and grade reports - Organize and deliver data in a usable format I'm searching for a punctual, communicative professional who guarantees all data will be handled with the utmost consideration for privacy regulations.

Have a puppeteer script that is scraping , need to edit it with a for loop to go through all the US locations, and run the script over a few days to get all the data. Here's the code we have. Are you able to run it against all the places in the USA and put them in the mongo database ?

I'm looking for a Python expert to collaborate on a small-scale project with a focus on data analysis, web scraping, and GUI development. The freelancer must adeptly integrate Python with multiple other programming languages including JavaScript, Java, C++, Node.js, and JSON. Ideal skills and experience: - Proficient in Python, with strong experience in data analysis - Skilled in designing and implementing GUIs - Capable of web scraping - Comfortable working with JavaScript, Java, C++, Node.js, and JSON - Ability to manage a multi-language codebase effectively - Experience with small scale project development **Job Essentials:** - Mention any specific experience with similar projects. - Include your approach to the development process. - Demonstrate clea...

...Display Product Matching Logic Notification System Bulk Product Import Feature Link-Based Bulk Import: Ability for admin users to import products in bulk by providing a link to an online store page. The system should be able to parse the webpage and extract product data including name, price, description, images, and other relevant attributes. Data Extraction and Processing: Implementation of a web scraping tool or service capable of extracting product information from various online store formats. Ensure accurate and efficient extraction of data, including handling different webpage structures and data formats. Product Attribute Management: Capability to map extracted data to the correct product attributes in the store’s database. Functionality to review and edit...

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...first I'm in need of a talented professional well pversed with web scraping and data mining techniques. The objective of this job is to extract specific types of odds - particularly decimal odds - from certain games on a betting website. The Scope of Work includes: - Isolating and extracting decimal odds details. - Only target specific games, we'll detail which ones once the project commences. Ideal candidate should possess: - Proficiency in data extraction and mining - Experience with betting websites is a plus - In-depth knowledge of decimal odds - Ability to identify and target specific game data Let's leverage your web scraping expertise to provide me with the comprehensive decimal odds data I require from specific games. Please sub...

...building web crawlers or scrapers. Ability to work with Google search results and LinkedIn's platform to extract data. Strong understanding of ethical web scraping practices and compliance with legal standards. Commitment to data privacy and protection guidelines throughout the project. Deliverables: A fully functional script that performs as described. Documentation outlining the script's functionality and instructions for use. Budget: We are looking for the most cost-effective solution without compromising on quality. Please provide a detailed proposal including your estimated price for the complete development of this script. Application: To be considered for this project, please submit examples of previous work that demonstrates your capability in cr...

...are currently in search of Freelancers with active linkedin accounts to join our team and assist with our hiring process. Your core responsibilities are: - Post a job ad with your LinkedIn account (We will guide you on how to do that) - Review the applications and enter the applicants data into a google sheet that will be provided to you. - The applicants should be only US based candidates & the jobs to be posted will be based in the US. The budget for this is $50 for 1000 applications. (We will promote the job, promotional charges and taxes will pay separatly) If you’re interested in this project, write ‘Got it’ at the beginning of your proposal to indicate that you read and understood this job description. We are hiring multiple freelancers from anywhe...

...Accurate and efficient input of data across various platforms. - **Web Scraping:** Extracting large volumes of data from different websites, ensuring data quality and integrity. - **Web Research:** Conducting thorough internet research to gather precise information. - **Photoshop:** Ability to manipulate and edit images with an eye for design and layout. - **Adobe Premiere Pro:** Skilled in video editing, merging, and creating high-quality video content. - **HTML and CSS:** Developing and implementing web styling and structure to present content effectively. Ideal candidate qualities include: - A strong track record in data-driven tasks with attention to detail. - Creative prowess in image and video editing. - Solid foundation in web development, wit...

I'm in need of personal one-time assistance in pulling complete data from Twitter, all focusing on the word "HOPE". I need someone to scrape the necessary information in a way that is sleek, efficient, and offers me the deta...that is sleek, efficient, and offers me the details I want. The specifics of the data I require are: - All tweets containing the word "HOPE". - Usernames associated with these tweets. - Locations where the tweets were made. - How many retweets each tweet got. The ideal match would have a proven track record in data scraping, especially from platforms like Twitter. A solid understanding of Twitter’s API and data structures, as well as an understanding of ethical web scraping practices, is highly valuable. Confide...

Dear Freelancer(s), I have a list of 5.500 company names of mortgage advisors in The Netherlands. This list contains general contact information about the company. For e-mail purposes we would like make this list more personal approaching decision makers / directors within the company. Therefore we would like to enrich our dataset. This can be done manually or by scraping websites. I have added a sample of ten mortgage advisors as an attachment. The enrichment should take place in our Excel file marked yellow. I would like to work with the freelancer that succeeds this job. Please let me know if this job suits you by completing the sample.