Data analysis courses for beginnerstrabajos

...carefully and completely removed without affecting the website's credibility. The freelancer will need to have a strong understanding of what makes a backlink toxic and the best methods for removal. - **SEO Performance Concerns**: I'm particularly concerned about the effect of these toxic backlinks on my website's keyword rankings. Therefore, the freelancer should have a track record of improving keyword rankings post-cleanup. Ideal skills and experience for this job include: - Proven experience in backlink clean-up, preferably in a toxic link recovery context. - Proficiency in working with SEO tools for backlink analysis and Google Search Console - Strong understanding of search engine penalties and how to recover from them. - A history of i...

I'm seeking a skilled data analyst who can help me with analyzing longitudinal data from online survey responses. Key Responsibilities: - Conducting latent growth modeling on the longitudinal data - Providing insights on the developmental patterns observed - Assisting in the interpretation of the results Ideal Skills and Experience: - Proficiency in handling and analyzing large datasets - Prior experience in the application of latent growth modeling - Strong background in longitudinal data analysis - Ability to effectively communicate complex statistical concepts - Familiarity with online survey data collection methods is a plus If you have the expertise and enthusiasm to dive into this project, I look forward to receiving your proposal.

I'm looking for an experienced developer to create a desktop application for Windows. This project is focused on data analysis and project management. Key Requirements: - Strong experience in Windows desktop application development - Familiarity with data analysis and project management tools - Proven track record in software development Your proposal should include: - Your relevant experience in Windows desktop application development - Any previous work that showcases your expertise in data analysis and project management tools - Your estimated timeline for completing this project - Your proposed approach to the project Please share your prior experience and examples of your work that align with our project needs. Yo...

I'm looking for a skilled WordPress developer to assist me in creating a custom, multipage form using Contact Form 7. This form will have a unique requirement of collecting data at multiple points in a user's session. Key Requirements: - The form needs to be integrated with Contact Form 7 plugin - Should support multipage logic for better user experience - Collect and store user-provided data including: - Name and contact information - User input and preferences - Additional comments and feedback - Implement a method to save all incomplete form data. This data should be: - Sent to a designated email address - Stored in a specific page inside WordPress dashboard, already configured Furthermore, I require the setup of ...

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I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

...experienced cybersecurity(CIA) freelancer to assist in my research paper. Key objectives are: Optimal candidates should possess: - Strong writing and editing skills - A knack for structuring information effectively - The ability to create engaging and clear content however, no Chatgpt , no google Bard/Gemini, or any other AI tool. Cybersecurity CIA Analysis (2019-Present) Need in-depth analysis of CIA triad in recent research? 5 IEEE papers (2019-present) Comparative table with key insights ⚡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurit...

...optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environmental science or a related field is a plus - Ability to create and implement a system for continual tracking and prediction I am looking for a highly skilled individual who can guide me through the proce...

I need a Civil ...assist with the conceptual design phase of an infrastructure planning project. Key Tasks: - Conduct a thorough site analysis and assessment. - Provide detailed insights and data on the physical and environmental characteristics of the site. - Offer recommendations for the best use of the site. - Prioritize sustainability and efficiency in the proposed infrastructure. Requirements: - Proven experience in infrastructure planning, particularly in the conceptual design phase. - Expertise and knowledge in site analysis. - Strong understanding of environmental and sustainability considerations in civil engineering. - Excellent communication and reporting skills. This project is ideal for a civil engineer who is passionate about creating eff...

I am looking for a proficient ASHE software expert to help with data analysis, report generation, and implementation support. - Task Overview: - Analyzing data and extracting meaningful insights. - Generating detailed and informative reports. - Providing implementation support for the software. Your experience in the field and familiarity with ASHE software will be crucial in ensuring the success of this project. Please provide evidence of previous similar projects you've undertaken.

...3 - Car Accident Lawyers 4 - Boat Accident Lawyers 5 - Construction Accident Lawyers 6 - Lyft Accident Lawyers 7 - Uber Accident Lawyers 8 - Pool Accident Lawyers 9 - Personal Injury Lawyers 10 - Motor Vehicle Accident Lawyers 11 - Personal Injury Lawyer Near Me 12 - Lawyer For Car Accident 13 - Personal Accident Lawyer 14 - Car Lawyer Accident 15 - Attorney Personal Injury Near Me 16 - Accident Lawyers Car 17 - Personal Injury Lawyer Attorney 18 - Car Accident Attorney Lawyer 19 - Accident Lawyer Near Me 20 - Lawyer For Auto Accident Identify my top 50 competitors. Put the results in an excel file. Deliver that to me. I must sign off on the competitor report before you proceed with the rest of the project. Run SemRush reports on these competitors. I want to know everyth...

In this project, I'm looking for an AI solution to aid in the removal and modification of various types of content in Word files. Key Requirements: - The AI should be able to identify and paraphrase content. - Ideal Candidate Qualities: - Experience in AI programming and text analysis. - Familiarity with Microsoft Word document structure will be advantageous. - Understanding of what constitutes offensive and irrelevant content. - Ability to train AI with provided examples for efficiency.

...can continuously build and manage MIS excel sheets pertaining to data analysis, sales forecasting, and expense tracking on a daily basis. Key tasks: - Establishing excel sheets to analyze a broad range of data - Constructing a sales forecasting model within the excel sheets - Regular tracking and management of expenses via the excel sheets Data sources would primarily be spreadsheets and databases. These excel sheets will require daily updates, enabling close monitoring of key metrics. Ideal skills: - Proficient in Microsoft Excel - Exemplary skills in data analysis and modeling - Good understanding of databases and how to extract data from them Experience in handling and managing sales and expense data is crucial for...

...implementation, an analysis of user’s Facebook posts could be done to determine user’s interest. You could implement your own analysis or use text analysis web API. You are not restricted to using Flickr and Facebook APIs. In fact, students aiming for more than just a pass grade are expected to come up with creative/innovative and new ideas and demonstrate that they are able to learn and use Web APIs that have not been covered in detail in this course. Further Requirements The following are the basic requirements that all students should be able to implement: • There is a description of your web application. This description should include: o A clear description of the functionality of your app, i.e. what is its purpose and/or what does it do...

I am in search of an experienced business plan writer specializing in the retail sector. The plan will be instrumental in attracting potential investors. Key Responsibilities: * Detailed examination of retail market conditions, trends, and competitor analysis. * Thorough understanding of retail market to draft a compelling plan that appeals to investors. Preferred Skills: * Robust experience in the retail industry. * Proven track record of similar projects. * Excellence in market research and analysis skill. * Strong presentation and persuasion abilities.

TrueFirms is seeking a Java Software Engineer who must be associated with an Agency (B2B) to help design and build our industry-changing media monitoring and analysis platform. I've attached the job descriptions for both roles. Please be aware that candidates must be based in Pune and are required to attend the office three times a week. Please let me know if anyone is ready to deploy resources

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...specifically designed for movie theatre ticket sales, integrated with an Android app. I'm looking for an experienced developer who can bring this vision to life. Key Features: - Cloud-Based POS: The system should be user-friendly and accessible from any location. - Inventory Management: The POS should allow for easy tracking and management of ticket inventory. - Sales Reporting: I need a comprehensive sales reporting system that provides insights on movie ticket sales. - Customer Management: The system should be able to store basic customer details for future marketing and analysis. The Ticket Sales: - The ticket sales will be done physically at the theatre; hence, the system should be optimized for this environment. - The Andr...

...create a detailed Stock Options Analysis website for me. Ideally, you have a solid background in financial web projects and a keen understanding of the stock market. The site should feature: - Historical Analysis: Capabilities to assess past market trends and options performances. - Technical Analysis: Tools to facilitate an in-depth statistical study predicting future activity. - Fundamental Analysis: Feature to dissect financial statements towards determining a stock's fair value. - Option Chain Analysis: A comprehensive review of option contracts for a particular security is required. Moreover, I want the site to include the following functionalities: - Real-Time Data Updates: Keep users informed with real-time data...

I'm in need of a Google Ads expert who can conduct a thorough assessment of my competitors' ads an...violations, while mine are not. Key Points: - The primary objective is to look into the reasons behind the competitor's ad visibility, even with potential policy infractions. - The ideal freelancer will provide a detailed diagnosis of the situation, including potential policy breaches within the ads. - The analysis should include a comparison between my ads and my competitors' ads, to identify and explain the discrepancies in visibility. Your experience in Google Ads and a keen eye for policy compliance are crucial. The ideal candidate is someone who can sift through the intricacies of Google's ad policy and competitive landscape to reveal insights ...

I have a significant amount of text that needs to be typed into Excel quickly. The data is in a simple text format, no complex formatting required. Key requirements: - Proficient in Excel and typing - Attention to detail - Ability to work under tight deadlines The data is straightforward text and requires no specific formatting or analysis. The ideal freelancer will be skilled in data entry and be able to commit to a quick turnaround time.

We are seeking an experienced data mining professional who can provide old leads from various marketing campaigns promoting any type of online courses. The number of leads we are aiming for is less than 100000. As such, the leads provided should only be relevant and of high quality. Main Duties: - Find and provide old leads strictly related to online course marketing campaigns - Ensure that data is reliable, organized and can be easily utilized by our team Ideal Candidate: - Having prior experience with lead generation or data mining will be highly useful - Familiarity with the online education market is a plus but not a requirement - Ability to work in a timely and efficient manner While we regret not providing specific details about the information...

I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspects of the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deli...

I'm seeking a proficient web developer to create an articulate, business-informed website primed for information dissemination. The website's core functionality would pivot around articles and text-based content delivery - a seamless platform where visitors can easily access, read: The website will be divided into two main sections: Tourism and Sports (Sailing). For both, users are free to navigate, and they have two levels of content viewing. Each subcategory will be divided into different window pages. In the center of the screen between the two main categories, there will be a stylized boat containing two pages (visually clicking inside the boat to "enter loyalty" and outside the boat space to "enter the sea"): Partners will have an icon ...

For an upcoming project, I am seeking an experienced Data Scientist who is particularly adept in R studio. The project involves approximately 3.5 million entries from an accounting firm's datasets and should follow the CRISP-DM framework. Responsibilities: - Data cleaning and preprocessing: Ensuring data is correctly formatted and that outliers, missing values, or inaccuracies are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predi...

I require a skilled data entry professional to type data from various online sources into a structured format. This information will be used for subsequent data analysis. Key responsibilities: - Accurately type data from online sources Ideal Skills: - Proficient in typing - Attention to detail - Ability to maintain data integrity This position would be ideal for someone with a keen eye for detail and strong typing skills.

...can provide a beginner level training on the MERN stack. The ultimate aim of the training is to equip learners with the skills needed to develop web based systems. Ideal Skills and Experience: - Knowledge of web development and software engineering - Understanding of both basic and complex coding concepts - Proficiency in teaching and mentoring, ideally with a teaching/mentoring background for beginners. - Good understanding and practical experience with MERN stack, this will be a plus. - Experience in practical web development and system design using MongoDB will be highly appreciated. - Can teach in a very interactive way, doesn't mind lots of dumb questions. Your ability to clearly explain concepts, provide practical examples and exercises, and foster a positive...

I have an AutoCAD DWG file for an urban design project. I'm looking for a 3D modeller to create a block model 3D representation of the design. Key Details: - The model should include the street, the buildings along it, and the design elements such as footpaths, bollards, junctions, along with the detailed 3D of a lake edge design. - Medium detail is required for the buildings - focus should be on basic shapes and sizes rather than high architectural detail. - And street elements need to be done in detail such as flooring, planters, bus-stop etc. - The 3D model does not need to have textures or colors. Ideal Skills and Experience: - Proficiency in AutoCAD and 3D modelling software. - Previous experience with architecture projects. - Ability to work with medium le...

...SureTrigger, and SureMembers are powerful tools for creating and managing subscription-based platforms. Here's a detailed scope of work based on your requirements: Platform Setup and Configuration: Install and configure SureCart, SureTrigger, and SureMembers plugins/extensions. DONE. Set up payment gateways for processing transactions (Stripe, PayPal). DONE. Configure user roles and permissions for different membership levels (Freemium, Plus, Pro, Premium). Customize email notifications for user registrations, subscriptions, and other relevant actions. Product and Subscription Setup: Define and create payable products for each membership tier (Freemium, Plus, Pro, Premium). Set up subscription plans with varying features and access levels for...

We have developed a community and job portal and we are looking to create an automation flow to streamline processes for my business. Use case: Job-Seekers sign up, post their resume and seek jobs. Employers sign up, purchase a job-package, search for candidates, connects and run interviews. Our platform is run by BuddyBoss Platform and theme,, web and mobile app (Ios and Android). We need to connect job seekers and employers with the role in BuddyBoss. Primary tasks that require automation include ensuring seamless flow from subscription purchase, powered by WP Job Manager and SureCart, to Automation powered by SureTriggers. This project requires a high degree of compatibility with a number of platforms and tools. Our key operating platforms are WordPress, BuddyBoss, ...

I need a comprehensive and efficient transportation per student cost model developed as soon as possible. Key Components: -Finding out per student cost -Finding out per bus cost Data Points: - I will provide you with the information that can help calculate the key components stated above. Ideal Skills and Experience: - Proficiency in cost analysis and financial modeling - Experience in transportation logistics and efficiency - Ability to work quickly and accurately, delivering within a tight timeline.

I need a thorough and capable freelancer to assist in data entry tasks. This project revolves around seeking out the contact details of companies provided by me. Key tasks will include: - Google each company name I provide - Gather relevant contact details such as phone numbers, email addresses, and the company's website As I am seeking information from a range of different companies without specific criteria, being detail-oriented and accurate will be crucial. Experience in data cleaning, analysis, and transcription would be advantageous. Understanding and utilization of web scraping techniques would also be beneficial.

I require a highly skilled professional with dexterity in MS Excel and Video Editing. Tasks will encompass: For MS Excel: - Comprehensive data analysis - Detailed spreadsheet formatting - Advanced formula creation for profound financial analysis. For Video Editing: - Apt video trimming - Expert color correction - Adding text and graphics creatively to videos. Ideal candidate will have proven ability in both fields, demonstrating both attention to detail in data management, and creativity in video enhancement. Proficiency in financial analysis and data visualization is a major plus.

...responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - Proven experience in developing and deploying AI algorithms, including neural networks and other machine learning mod...

Мне нужен финансовый эксперт, который поможет мне рассчитать расходы, заработную плату, доходы и затраты на открытие филиала для моей компании по управлению судами. Расчеты необходимо проводить на ежегодной основе. Ключевые обязанности: - Провести комплексный анализ затрат, зарплат, доходов и расходов, связанных с открытием и функционированием филиала; - Предоставить подробные отчеты и разбивку по каждому аспекту. Идеальные навыки: - Сильный опыт в области финансового анализа, особенно в морской отрасли; - Большой опыт в расчете затрат, зарплат, доходов и расходов; - Отличное владение финансовым программным обеспечением и инструментами. Предыдущий опыт работы в аналогичном проекте будет высоко оценен.

...who specializes in data acquisition systems and control systems. This project involves the collection and monitoring of signal frequency data for analysis purposes. TASKS INCLUDE: - Developing and implementing a robust data acquisition system in LabVIEW to monitor signal frequency. - Designing and deploying control systems. - Regular monitoring and analysis of collected data. RECOMMENDED SKILLS: - Prior experience with LabVIEW programming is essential. - Expertise in the creation and usage of data acquisition and control systems. - Knowledgeable in signal frequency monitoring and analysis. - Solid background in automation and process control. My ideal candidate is detail-oriented with a strong understanding of LabVIEW, ...

I'm seeking an IT professional with strong desktop application development skills for a project in Belgium. - The ideal candidate should have a background in IT, and be proficient in desktop application development. - The project involves creating a desktop application that will be used by technicians. - The main focus of the application should be related to the work of technicians, such as data analysis and reporting, file management and organization, and not explicitly graphical or design oriented. The project is based in Belgium, so a proficiency in Dutch would be a plus.

I'm looking for a talented writer who can create an informative article on world news for the general public, including political events, environmental issues, and economic trends. Skills and experience needed: - Proven experience in journalism or news writing - Strong understanding of global politics, economics, and environmental issues - Ability to translate complicated issues into accessible language for the general reader. The ideal candidate will be able to deliver a well-structured, engaging piece that informs and educates the reader about current global issues.

I am seeking an enthralling research paper that navigates the moral standards of the Ming Dynasty through an in-depth analysis of the erotic stories found in "San Yan." The venture calls for extensive reading and comprehensive understanding of specific historical texts and scholarly articles or books, that will extensively and persuasively illustrate and support the analysis. Ideal candidates should possess: - Profound knowledge of Ming Dynasty's history, culture, and moral standards - Excellent research and analytical skills - Competence in crafting engaging research papers - A strong understanding and familiarity with "San Yan" - Access to and ability to interpret relevant historical texts and scholarly works

I'm in need of an experienced SEO Manager to handle keyword research, analysis, and on-page optimization. My primary goal is to significantly increase my website's lead generation and sales through top-notch SEO strategies focusing on Google search engine. Key Responsibilities: - Conducting comprehensive keyword research and analysis to identify valuable keywords for my business - Implementing on-page optimization strategies to improve my website's visibility and relevance Ideal Skills: - Proven experience in keyword research and analysis - Strong understanding of on-page optimization techniques - Experience in lead generation through SEO - Proficiency in Google search engine optimization tactics I'm looking for a professional who ...

I'm looking for an experienced writer with sound knowledge in the field of psychology to draft a comprehensive case report essay on "First Episode Psychosis in a 17-year-old girl". The essay should focus on: - A detailed analysis of how this condition impacts her daily functioning and overall quality of life (a summary of your evaluation from Part A of the assignment). - Investigation of contextual factors like (stressors or triggers) which could influence her outcomes. - Evaluation of contextual factors like her social support system in terms of influencing her outcomes. - A comprehensive comparison and contrast of the potential impact of various treatments that Olivia underwent (both both pharmacological and psychological) on Olivia's functioning. Idea...

I'm in need of a dedicated professional to manage the promotion and ratings of our EdTech courses on Udemy. Key Responsibilities: - Weekly promotion of our courses - Focusing on blogs and educational websites for course promotion - Handling the full spectrum of ratings and reviews, including: - Collecting new reviews from students - Responding to existing reviews - Improving ratings of courses with low scores Ideal Candidate: - Proven experience in promotions and ratings management on online educational platforms, specifically Udemy - Proficient in engaging and promoting through blogs and educational websites - Adept at managing and improving course ratings through student reviews - Excellent communication skills to handle reviews effectively and p...

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

...optimized sheet. In this new file, we should only pull specific data columns including Defect ID, Defect Type, Date Opened, Priority, Description, Reproduction Steps, Actual Result, Date Closed, Assigned To, and Comments. These columns must be combined while maintaining clarity and structure. After this task, a dynamic dashboard that displays the current state of the project is required. This dashboard should offer a variety of visualizations. We are particularly interested in bar charts, pie charts, and line charts to present the data in a clear and digestible manner. Ideal candidates for this project are those with: - In-depth expertise in Excel data management - Experience in creating dynamic dashboards - A competent hand at data visualization tec...

I am looking for a detail-oriented and efficient data entry specialist to help organize information and perform basic analysis on word documents. Key Responsibilities: - Organize information effectively and efficiently - Perform basic analysis on the data Ideal Skills and Experience: - Proven experience as a data entry specialist - Excellent knowledge of word processing tools and spreadsheets - Basic understanding of data analysis techniques - High attention to detail and accuracy - Good command of English - Familiarity with copyrighting is a plus This project requires someone who can work with speed and accuracy, while maintaining a keen eye for details. If you are well-versed in data entry, have a good understanding...

follow these steps: 1 Data Collection: Copy relevant text from writer work such as articles, essay or book into a document or text editor. 2 Cleanings and Preprocessing: Remove any unnecessary text such as header footers or non-essential information. You might also need to correct any formatting issues or errors introduce during copy 3 Text Analysis: Analyze the copied text for various metric such as word frequency readability score sentiment analysis or topic modeling. This can provide insight into the writing style tone and themes present in the text. 4 Statistical Analysis: Calculate statistical metrics such as word count average sentence length or vocabulary richness to gain deeper insights into the writing style and complexity 5 Visualiz...

...specifically tailored for agricultural commodities. The platform needs to cater to a broad audience, including individual traders, institutional investors, commodity brokers, regulators, commodity producers, and market analysts. Key Features: - Real-time Market Data: Accurate and up-to-the-minute data on market trends, prices, and other relevant information. - Secure Payment Gateway: A reliable and secure payment system to facilitate trade transactions. - User Profiles and Dashboards: Customizable user profiles and intuitive dashboards for a smooth user experience. - Mobile Accessibility: The platform must be accessible and user-friendly on both mobile and desktop devices. - Security and Data Privacy: Robust security measures to ensure data...

I'm in need of a comprehensive business analysis report focusing on the following aspects: - **Main Objective**: The primary goal of this report is to identify our business needs, define the scope of analysis, and understand our current business context. - **Audience**: The report will mainly serve our project stakeholders, hence it should be tailored to meet their expectations. I believe that the stakeholders will find the following information most valuable: - **Market Trends and Analysis**: This will help them understand the external factors that may influence our business and its competitiveness. - **Competitor Analysis**: Insights into our competitors are crucial for making strategic decisions and staying ahead in the market. - **Customer Ins...

I'm a data science student needing assistance specifically in the areas of maths, linear algebra, and probability. Here's what I'm looking for: - Expertise in data analysis, machine learning, and data visualization - Mastery in maths, particularly linear algebra, and probability - Ability to provide advanced assignments and problem-solving strategies to strengthen my grasp of these subjects The ideal candidate for this project will have strong analytical skills and a deep understanding of complex mathematical principles involved in data science. You should be able to articulate complicated concepts concisely and clearly, since the level of difficulty I'm currently faced with is quite advanced. Your role will largely inv...

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!