Javascript extract data excel jobs

Need someone who has experience with and html with Javascript and admin dashboard.

i need a website scraped in the craft area the headings are Name Description sku price image url Diamensions Weright isbn format page url pages Autoir in excel format url

I'm looking for a JavaScript expert who can help me disable the seekbar in a video hosted on Articulate 360. This is needed for the entire duration of the video, as I want to prevent users from skipping ahead. I can provide code snippets that work for disabling the seekbar but i need assistance piecing it all together. I just want to disable the drag seek or make it so that the mouse can't drag any element in the page - but retain clicking if possible. Ideal Skills: - Expertise in JavaScript - Experience with Articulate 360 - Understanding of video interaction mechanics Please submit your bid if you have the required skills and experience. Thank you.

I need a 3D model of a speargun designed from a RealityScan point cloud extract. I will provide the speargun in multiple pieces, along with a hand sketch with dimensions and a video showing the entire speargun. Ideal candidates for this project should have: - Proficiency in 3D modeling software - Experience with point cloud data - Ability to work from provided sketches and videos - Attention to detail and precision in modeling Please, propose the final model in .d format. Successful freelancers should include: - Relevant past work - Examples of 3D models they have designed - Detailed project proposals The project needs to be completed within a month. Project to be done in Plasticity 3D.

...you work with our small and low budget. Only message if your interested and can work with us. We ask that you not compromise quality. Can we work long term? We always do projects. We are open to more projects with you. But you must do a very good job. What tech stack do you want? NO PHP. We are open to using Html 5, css 3, tailwind css and javascript. We are also open to any other web language like Go, Ruby Rails. However we would prefer javascript with tailwind css and html 5. But entertain me! ---------- If you want to explore my web site, here are the links: We offer: * On demand movies and shows page @ * On demand music videos page @ @ * Podcast page @ * Live TV Channels page @ https://tv

I need a skilled programmer experienced in Python or Node.js, who can create a script for me that will parse Google SERP data through our rotating proxy provider. The script needs to extract data points such as Titles and URLs, Meta descriptions, and Search result rankings. Key Requirements: - The script should run daily as an API enpoint which will get settings for scraping (google domain, language code, country code, proxy settings, keywords) - The output data needs to be in JSON format Since Google has recently updated its system to block bots/scrapers, the script needs to effectively navigate through this challenge. Experience with web scraping, working with proxies and understanding of Google SERP is a plus. Please apply if you have the relevant skills a...

I need a specific excel sheet made up for me. Instructions for excel sheet: First, there should be cell A designated for company name. Cell B will be "customer cost" where the "single letter" value will be entered (see values/definitions below). Cell C will be "number of licenses" and will be a numerical value input by the user. Cell D will be the product of cell B multiplied by cell C. cell B multiplied by cell C equals cell D (p) * 10 = 100 (p) = 10 (see values/definitions below) cell A = MOCK company A cell B = (p) cell C = 10 (numerical value input by user) cell D = 100 Then, cell E will be "MSP cost" and will be the "double letter" value entered. Cell F will be the product of cell C multiplied by cell E. cell E mul...

I'm looking for a professional web designer to update my website's visual design to a classic and elegant style. The current design is quite outdated and doesn't align with my brand's image anymore. Ideal Skills and Experience: - Expertise in web design with a strong portfolio of classic and elegant designs. - Proficient in HTML, CSS, and JavaScript. - Experience with UX/UI principles. - Familiarity with SEO best practices. - Able to deliver a responsive design for all device types. Please include examples of your work that align with this project.

Hi. It’s supposed to generate teams based on data from several sheets, but it’s not working as I need. Additionally, I would like to have a button to update the data for each game week. I’m attaching the code so you can review it and help me out if possible. Thanks in advance!

I'm in need of an Excel expert to assist me with a data transfer task. This involves pulling information from one spreadsheet and adding it to a column in another. Key Tasks: - Transfer of text data from one spreadsheet to another - Matching of data based on an exact match in a single column - Formatting of some data during the transfer The data in the spreadsheets is a mix of both specific categories and plain text columns, and there are more than 1000 rows that need to be transferred. Ideal Skills and Experience: - Proficient in Excel - Attention to detail to ensure accurate data transfer - Experience in data handling tasks - Ability to perform basic data formatting and transformation

...changes. The input image is combined with a user-stored image using AI. The composite image is immediately displayed to the user and available for download. Technical Requirements: AI Frameworks: TensorFlow, PyTorch, OpenCV Image Synthesis Models: DALL-E, Stable Diffusion, DeepFaceLab, or other open-source tools Programming Languages: Python, JavaScript (React.js/Node.js/Next.js) Server: Experience with AWS, Google Cloud, or Azure server configurations Data Processing: Experience in image preprocessing and optimization Frontend: UI/UX development using React.js or Vue.js Backend: API development using Node.js, Django, or Flask Mandatory Qualifications: Proven experience in AI-based image synthesis and processing technologies (e.g., Stable Diffusion, GANs) Minimum of 5 year...

I'm looking for a freelancer who can compile a comprehensive list of stock codes for all companies per year from the specified website - a tab for each year. The stock codes should be obtained from Yahoo finance. For example, where the company name is Apple, I would expect the code AAPL to be returned. The specific requirements are: - The stock codes should be taken from Yahoo Finance - The data should only include the stock codes, not historical data or current status. - The final deliverable should be in an Excel file. Ideal skills and experience for the job: - Familiarity with stock exchanges and their coding systems. - Proficiency in data compilation and Excel. - Attention to detail for ensuring accuracy of stock codes.

I'm seeking assistance to extract data from a conference website. The task involves gathering information on all attendees and their respective companies. Key Requirements: - Extract a list of attendees and their information (Name, Title, and Company) and export it into a CSV file. - Create a secondary CSV file that lists all the companies in attendance (one column: Company). The data needs to be extracted from a publicly accessible section of the conference website. The task needs to be completed before noon EST on January 21st. I will make a decision on whom to select by 9:00pm EST on January 19th. Ideal Candidate: - Previous experience with data extraction and web scraping is preferred. - Proficient in using tools like Python, Excel, o...

I'm seeking a some...residential pipework system. Only the pipes needs to be sketched and the pipe sizes visible. no need for building / rooms to be visible. i can provide 3d model of project if needed. In the plans is all length and orientation provided. I just need a 3d (isometric sketch), so that workers can see it more easily, which pipesize to install. The calculations for pipe size already exists. You need to extract from plan the pipesizes. I cant provide further informations. Make sure you can read the Specific Deliverables: - Isometric view of the pipework - CAD model for the pipework system Ideal Skills: - Proficiency in CAD software - Experience with isometric view design - Understanding of residential plumbing systems - Familiarity with PEX material properties

I'm seeking a seasoned frontend web developer to create a single-page analytics dashboard for my website. This dashboard needs to display critical metrics related to traffic, user data, sales, and revenue. Key Requirements: - Expertise in frontend development. - Prior experience in designing user-friendly dashboards. - Ability to understand and visualize complex data. Ideal Skills: - Proficiency in JavaScript, HTML, CSS. - Familiarity with frontend frameworks like React.js, Vue.js or Angular. - Experience with data visualization libraries such as D3.js or Chart.js.

I have an Excel database consisting of 100,000 records of loan requests along with their acceptance status. I need a freelancer with strong expertise in Python, data manipulation and AI to develop an AI model that will evaluate new loan requests and predict their approval status based on the training from this dataset. Key aspects of the project: - Data Preprocessing: The data will require normalization, handling of missing values, and feature extraction. - Model Development: Using Python, you'll build an AI model to train on the database. - Prediction: The model will assess new loan requests and indicate if they should be accepted or rejected. The ideal candidate will have extensive experience with AI model development, and will be proficient in Python...

I'm looking for an expert in Excel to help me create a special spreadsheet that will collect and organize vital customer information. This project will involve detailed manual data entry. Key Requirements: - Collecting customer contact details (name, phone, email) and purchase history. - Organizing this data in an efficient and easy to understand manner in Excel. Ideal Skills: - Proficiency in Microsoft Excel. - Excellent attention to detail for data accuracy. - Experience with data entry and data organization. - Good understanding of customer data and purchase history. Please note, the data will need to be entered manually, so patience and diligence are essential for this task.

...Implement error handling to ensure users are notified if any issues arise with their payment status. Documentation & Support: Provide documentation of the integration setup for maintenance. Offer support for initial testing and debugging. Payment error handling should be done externally from the stripe platform Skills Needed: Strong experience with Drupal 7 CMS Stripe API knowledge PHP and JavaScript proficiency Familiarity with payment integration best practices, especially with subscription models...

i need menus extracted from a webpage the most important columns (data points) will be category name product name, product price, product description. call required before offering job to go over important details of the job NO EXCUSES POOR QUALITY WORK WILL NOT BE PAID ANY CRYING OR ABUSE WILL NOT BE TOLERATED ALL I AM AFTER IS FAST HIGH QUALITY WORK FROM A PROFESSIONAL. IF U CANT DO IT DONT APPLY. REMEMBER IM HIRING YOU COS I DONT HAVE THE TIME TO DO IT MYSELF. I CAN DO THESE IN MAX 3 HOURS PER SHEET. 1 SHEET ON AVERAGE SHOULD TAKE 3 HOURS. LATE WORK WILL BE PAID AT A REDUCED RATE AND ALSO ANY MISTAKES MUST BE ELEMENTARY. WORK MUST BE ALMOST PERFECT ON FIRST DRAFT AND PERFECT ON SECOND DRAFT OR PAY WILL BE REDUCED. DO NOT DEMAND PAY FOR WORK FULL OF ERRORS IF I SAY THE WORK IS...

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I'm looking for a freelancer who can construct a dummy banking website. This site will be used to display a balance and a list o...transactions. - Recent Transactions List: A list of recent transactions should be displayed, including both credit and debit transactions. - Login/Authentication: The site should include a basic login/authentication system. Data Source: All transaction data should be randomly generated. The ability to create diverse and believable transaction patterns will be key to making the site convincing. Ideal Skills and Experience: - Web Development: Proficient in HTML, CSS, Javascript and backend programming languages. - Experience with creating dummy websites. - Skill in generating random data for site functionality. - Basic knowledge...

I'm looking to build a comprehensive e-commerce site, ideally using a React.js Backend with a Tailwind front end, or PHP/Laravel. The site needs to have several key features including: - Shopping functionality - UPI payment integration - WhatsApp API integration - Ability to upload products via CSV/Excel sheets - User recommendation form connected through WhatsApp API for scheduling meetings I would prefer MySQL as the database for this project. The admin panel should specifically allow me to manage product inventory. User accounts will use standard email/password, social login authentication. New freelancers are welcome to bid, but you need to demonstrate your skills or provide a detailed plan on how you intend to execute this project. Please share any relevant projects yo...

I'm in need of a compre...information for Real Estate Professionals (Agents and Brokers) associated with @properties, covering all cities they operate in. The data should be structured in an Excel spreadsheet and must include: - Name - Address - City - Email (Any email addresses available) - Phone number - Company name Key Requirements: - I'm looking for as many contacts as possible, ideally in the thousands. - The email addresses do not need to be verified, but any available email is acceptable. - Prior to engaging in further conversation, I would like to see at least 10 examples of the data you've gathered. Please note that this task may be straightforward for those experienced in data scraping. A successful completion of this project could l...

...-Technologies: HTML, CSS, JavaScript, jQuery, PHP, MySQL -Tasks: --Fixing UI bugs. --Adding features via API requests. --Enhancing server-side functionalities. PROJECT 2: CUSTOM WEB APPLICATION Technologies: Laravel (PHP), HTML, CSS, JavaScript, jQuery, MySQL, Python Tasks: -Bug fixes and feature development. -Database optimization. -Web scraping using Python. Additional Requirement: -Strong knowledge of Python for website scraping using tools like BeautifulSoup, Scrapy, or Selenium. PROJECT 3: ADMIN TOOLS AND INTERNAL FEATURES Technologies: HTML, CSS, JavaScript, jQuery, PHP, MySQL Tasks: -Developing tools for managing ratings, invoices, and workflows. -Improving existing UI components. WHAT WE’RE LOOKING FOR: -Proficiency in Python, PHP, MySQL, HT...

I am seeking an experienced AI developer to build an intelligent system capable of ...interfaces and clean aesthetics. Ideal skills for this project include: - Deep understanding of AI and machine learning principles, particularly in relation to design generation. - Strong background in web design, particularly in modern and minimalist styles. - Experience with user-interface (UI) and user-experience (UX) design principles. - Proficiency in programming languages such as Python, JavaScript, or similar. Please note that this project does not require the AI to write website content or create interactive elements. Your primary task will be generating design layouts. As the design style is not strictly defined, creativity and an ability to produce clean, appealing layouts will be high...

I'm looking for a skilled web developer to create a simple, responsive portfolio website for personal use. Key Requirements: - Proficient in HTML, CSS, and JavaScript - Ability to implement responsive design for all devices - Create sections for 'About Me', 'Projects', and 'Contact Information' Ideal Skills: - Web development - UI/UX design - Knowledge of responsive web design principles I'm on a tight budget and timeline, so I'm seeking a freelancer who can deliver a quality product at a low cost and within a few days.

I'm looking for a professional to create an Excel workbook that tracks inventory, allocated inventory and available to sell. I would like one page to be a dashboard with highlights and the other tab to be the details. Key Metrics: - Current stock levels for multiple products - Low Stock reorder alert - Inventory valuation - Allocated and available to sell Ideal Skills: - Advanced Excel skills - Experience in creating dashboards - Understanding of project tracking and inventory management This dashboard will assist me in managing my project's resources efficiently. Please only apply if you have the required skills and experience.

I'm looking for a skilled developer to extract the API from my Mobcash application and connect it to a customer service bot. Key Responsibilities: - Extract and connect the Mobcash API to a customer service bot. - Implement functionalities enabling the bot to provide account information, specifically transaction history and account status. Ideal Skills: - Strong experience in API integration. - Proficient in bot development for customer service. - Prior experience with financial transaction applications is a plus. The primary function of the bot will be to provide customer service. It should be able to supply users with specific account information including their transaction history and account status. This project will require a detail-oriented professional who can...

I'm looking for a proficient web developer to create a user-friendly, web-based portal for project collaboration, which will replace my current cumbersome Excel sheet system. The primary goal is to streamline the process, enhance collaboration and make the project management more efficient. Key Requirements: - The portal should replicate the collaboration and comments features from my Excel sheets. This involves creating a space for team members and clients to leave feedback, ask questions and contribute to the project. - Incorporate task assignment and tracking capabilities. I want to be able to delegate tasks and monitor their progress within the portal. - Implement an admin and user role access control system. As the project owner, I need to have full control over th...

...the “SimPlan” calendar to manage events, but I need help organizing and processing the data to generate actionable insights. Here’s what I’m looking to achieve: Analyze event workload based on type (automated study sessions, independent skills training, and non-study events) for specific time periods. Calculate instructor and venue utilization, including peak hours and percentage of usage. Understand student participation across different events and semesters. Compare growth in event frequency and duration between Fall 2023 and Fall 2024. Identify trends like most/least attended skill groups and time spent on events with keywords (e.g., “excursion,” “first aid”). If you have expertise in data analysis, Excel, or tool...

I'm seeking a web developer to create a personal portfolio website for showcasing my blog samples. The site should be sleek, easy to navigate, and optimized for SEO. Ideal Skills and Experience: - Proficient in web development languages (HTML, CSS, JavaScript, etc.) - Experience with SEO optimization - Previous portfolio website creations - UX/UI design understanding Please provide a portfolio of similar projects you've done in the past.

I'm in need of a professional who can assist with reformatting my bank transaction CSV file for QuickBooks import. Key Requirements: - Reorder columns of the CSV file to meet QuickBooks' requirements. - Ensure the final CSV includes Date, Description, and Amount columns. - Amounts must be appropriate...transaction CSV file for QuickBooks import. Key Requirements: - Reorder columns of the CSV file to meet QuickBooks' requirements. - Ensure the final CSV includes Date, Description, and Amount columns. - Amounts must be appropriately sorted into separate columns for positive and negative amounts. Ideal Skills: - Proficiency in Excel is a must. - Previous experience with QuickBooks and CSV file formatting is highly preferred. - Attention to detail to ensure all d...

...cross-browser, mobile, and desktop testing for usability and functionality. Optimize the platform for fast performance and scalability. 5. Post-Launch Support: Provide ongoing technical support, including troubleshooting and bug fixes. Collaborate with content creators and marketing teams for platform updates and enhancements. --- Qualifications: Technical Skills: Proficiency in PHP, JavaScript, HTML, and CSS. Experience with WordPress, LearnDash, WooCommerce, and GamiPress. Familiarity with MySQL and API integrations (e.g., Web Speech API). Understanding of accessibility standards and best practices. Soft Skills: Strong problem-solving and critical thinking skills. Excellent communication and teamwork abilities. High attention to detail with a focus on deli...

I'm in need of a professional who specializes in Excel VBA and Outlook email automation. I have made some experimental progress but I am currently stuck and would appreciate assistance in troubleshooting my existing code and learning basic coding concepts. The specific tasks required include: - Automating email generation from specified Excel worksheet cells on a schedule based on corresponding dates in other cells. - Incorporating specific types of content into the body of these emails, including text and hyperlinks. - Assisting me in understanding and learning basic coding concepts. Ideally, you would have extensive experience with Excel VBA and Outlook, and be able to explain concepts in a clear and understandable manner. Your role will not only be to help me...

...fetch the best deals. Real-time Updates: Ensure that the pricing updates in real-time as users apply different offers or make adjustments to their cart. Compatibility: The app must be compatible with a wide range of Shopify themes and configurations. Security: Ensure secure handling of sensitive data, including pricing and user data, following best practices. Skills and Qualifications: Strong experience in Shopify app development and working with Shopify APIs. Proficient in Liquid, HTML, CSS, JavaScript, and Shopify’s API. Familiarity with pricing algorithms, discounts, and offer management systems. Experience working with Shopify Plus is a plus. Excellent communication skills and the ability to work independently. Ability to deliver a high-quality product wi...

...or user experience. Compliance: Ensure that the cookie consent mechanism and ad loading process comply with relevant regulations, such as GDPR and CCPA. Documentation: Provide clear documentation on how the cookie management and ad loading system works. Include instructions for future updates or changes to the cookie management system. Required Skills: Web development experience (HTML, CSS, JavaScript). Familiarity with cookie consent management solutions (e.g., Cookiebot, OneTrust, etc.). Experience with ad networks (Google AdSense, , etc.). Knowledge of GDPR and CCPA compliance. Strong debugging and optimization skills. Deliverables: Working cookie consent solution integrated with the website. High CPC ads that load only after cookie consent is given. Documentation on how the...

I'm seeking a comprehensive list of 70 rent-a-car companies in Dubai, specifically their CEO and Managing Director contact details. The final deliverable should be an Excel spreadsheet. Ideal Skills and Experience: - Proficiency in data collection and research - Experience in creating comprehensive, accurate spreadsheets - Understanding of corporate hierarchies, particularly in the transport and rental sectors Please ensure the information is current and accurate, as this will be crucial for my project. Thank you.

As a beginner in UX development, I'm looking for a mentor who can guide me specifically on TSX/TypeScript. I prefer learning through watching video tutorials, so if you can provide or recommend high-quality resources, that would be ideal. Key Requirements: - Extensive knowledge and experience in UX development, particularly in TSX/TypeScript - Ability to explain complex concepts in a simple, understandable manner - Access to or knowledge of quality video tutorial resources - Patience and understanding towards a beginner's pace and level of comprehension If you can help me understand this key area of UX development, I would be incredibly grateful. Let's get started!

I'm seeking expert consultancy on how to set up GitHub Actions workflows for continuous deployment. Key Tasks: - Setup of GitHub Actions workflows for continuous deployment - Integration with AWS and Twilio - Optimal configuration for efficiency and reliability Ideal candidates should have: - Extensive experience with GitHub Actions - Proficiency in JavaScript and React - Familiarity with AWS and Twilio - Strong skills in DevOps practices We have about 40 github repositories. Now the deployment is manual. The goal is to automate the CICD using github workflows and actions. Management of variables and secrets is important. Provide a solution beetween monorepo or multirepo. The CICD deployment connects to Twilio API to deploy services and functions. Knowing about Twilio is not...

I'm looking for a skilled data extractor with LinkedIn experience. The task is to extract specific information from user profiles on LinkedIn. Key Requirements: - Extract user profiles data from LinkedIn, focusing primarily on contact information. - Deliver the extracted data in CSV format. Ideal Skills: - Proficient in data extraction and web scraping. - Familiar with LinkedIn's platform and its user profiles. - Experience in delivering data in CSV format.

...**Documentation** - Provide clear instructions on how to use the tool. - Include an example JSON file and explain the required format. --- ### **Deliverables** 1. A working script or program (e.g., Python, JavaScript) that implements the required functionality. 2. A sample JSON file demonstrating the cookie format. 3. Documentation with setup instructions, usage guide, and troubleshooting tips. --- ### **Preferred Tools and Technologies** - **Programming Languages:** Python, JavaScript (Node.js) - **Libraries/Frameworks:** - Python: Selenium, Requests - JavaScript: Puppeteer, Playwright - **Browsers:** Chrome, Firefox --- ### **Additional Notes** - The solution must comply with applicable privacy laws and not be used for mal...

I'm looking for a capable developer to create a JavaScript script that automates the connection of various payment tools to Facebook, reducing the need for manual linking. I have a similar tool that can be of great assistance, as well as audio recordings that can guide you. The better the script, the more efficient the process will be. Key requirements: - Expertise in JavaScript. - Experience with Facebook's payment tools and APIs is beneficial. - Ability to work with provided resources to maximize efficiency.

...resolving power). • Solar system observations, azimuth, and altitude. • Astrodynamics • Orbital mechanics (e.g., transfer orbits and escape velocity). • Tidal forces and interactions between celestial bodies. 4. Computer Science and Data Analysis (Optional but Beneficial) For handling complex data and simulations, some expertise in programming and computational tools is valuable. • Python or MATLAB • For analyzing star charts, light curves, and celestial simulations. • Excel or Data Visualization Tools • Useful for plotting and analyzing observational data. 5. Problem-Solving and Test-Taking Skills In addition to mastering these subjects, experts should: • Practice solving past USAAAO and intern...

We're a homestay booking website (like ,com/airbnb) The site is half-completed, our frontend developer has some emergencies and had to leave, looking for someone to cover him. website is built in react, tailwind, javascript, link to backend's APIs. This is what my frontend dev wrote for me to help find the new guy to cover: —Skillset Experienced in react, tailwind is a must experience in framer motion will be a bonus (if you dont know I expect you to learn quickly) -- Assist backend engineer with OAUTH set up (google, facebook, apple, alipay, text message, etc) -- work with APIs to connect frontend to backend -- add fields to forms and include zod validation -- Work with Amap API, stripe API, etc Please note that this project does NOT require UI/UX work, as w...

I'm seeking a dedicated individual to filter and provide me a list of 2000 Instagram influencers. The goal is to identify suitable partners for a drop shipping venture who can make a promotional video of a product. Key Requirements: - Influencers should have b...promotional video of a product. Key Requirements: - Influencers should have between 1,000 followers - The primary content category of these influencers should be related to drop-shipping. An ideal candidate for this project would be someone with a keen understanding of the drop shipping industry and experience in influencer marketing and expert in filling and filtering data in Excel. Skills in social media analysis and data filtering will be highly beneficial. Please be prepared to demonstrate your ab...

Proposal and Proof of Work Requirements for Dynamic Excel Sheet Development We are seeking an experienced Excel developer to create a dynamic, visually appealing, and proprietary tool for our loan officers. This tool will enable our team to present purchase and refinance scenarios to clients, offering detailed calculations, comparisons, and insights. It should reflect Cohen Mortgage branding, include precise mortgage insurance premium calculations for different loan programs, and be protected to maintain its proprietary nature. Project Scope and Features: 1. User Data Entry Inputs: - Property address - Purchase price - Down payment percentage - Loan amount (calculated automatically) - Interest rate (fixed or adjustable options) - Loan term (e.g., 15, 20, 30 years) -...

I need an Excel Catalogue converted into a visually appealing, professional PDF Catalogue for customer showcase, print and online publication. Key Requirements: - Transforming an Excel Catalogue into a PDF - Designing a professional and formal layout - Incorporating product images, detailed descriptions, and pricing information - Image high resolution Ideal Skills: - Proficient in Excel and PDF design software - Excellent graphic design skills - Experience in creating product catalogues Please only apply if you can demonstrate a strong portfolio in similar projects. The file work on is in this google drive link: Please give me your best quote

I'm seeking assistance to extract email addresses from a dynamic website. I only have frontend access and this task is a one-time requirement. Ideal skills and experience for this job would include: - Proficiency in web scraping tools and techniques - Understanding of dynamic websites and their structures - Ability to extract data efficiently and accurately Please note, the task requires a thorough and meticulous approach to ensure all relevant email addresses are captured. website: (follow instructions by this video:

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Abstract: This research develops an anomaly detection system for sequential log data from distributed services by integrating sequential and contextual features. Sequential features capture the temporal dependencies between log entries, allowing the model to identify unusual patterns in the sequence of events that may precede an anomaly. Contextual features, such as word embeddings, are used to extract the semantic meaning from the content of the log messages, helping the model understand the context behind each log entry. This is crucial for detecting anomalies that may not be evident from temporal patterns alone, such as subtle variations in system behavior or unusual error descriptions. The inclusion of semantic meaning enables the detection of early-stage anomalies, which...