Web scraping using selenium and beautifulsouppráce

Task Description: Python Bot for Real Estate and owner skip tracing real estate Data Collection Objective: Develop a Python-based bot that collects real estate information from specified websites and updates the data into a single unified table. This bot should automate the process of data aggregation, ensuring accuracy and timeliness. Technical Requirements 1. Programming Language: Python (latest stable version). 2. Libraries & Tools: Web scraping: BeautifulSoup, Scrapy, or Selenium (as appropriate for dynamic/static websites). Data handling: Pandas. Database integration: Optional, such as SQLite or MySQL, if persistent storage is needed. API integration: If some real estate websites provide APIs for data access. 3. Features &a...

I need from Pakistan or India. I need a Junior Level Freelancer who has good skills in Sentiment Analysis using Python It will use Windows OS I need a serious and hard working person

I'm in need of a professional web scraper who can assist me in extracting valuable information from various sites. I need this data to be organized and delivered in a user-friendly format. Ideal Skills and Experience: - Proficiency in web scraping tools and techniques - Experience with data extraction and processing - Ability to deliver data in CSV, JSON or Excel formats - Understanding of different data types and sources - Familiarity with ethical considerations and legal implications of web scraping. Please note this project does not have a specific frequency for data scraping. The project will evolve based on initial findings and subsequent needs.

I'm looking for a data scraping expert who can help me gather job listings from three specific websites: Seek, Konnecting, and CareerOne. The data will need to be combined into a single CSV file. Data Requirements: - The data points to be scraped include the job title, company name, location, job description and requirements, salary (minimum $70k per year) and job type (Full-Time), and the keyword "sponsorship" - Posts that contain "no sponsorship" or "sponsorship not available" must be excluded. - Only jobs with a minimum salary of $70,000 per annum should be included (exclude job posts with hourly rates). - Only jobs that have been posted in the last 14 days should be considered. - Additional data points to be inc...

I'm seeking a professional data scrapper to gather around 5000 mailing addresses from a specific directory website. The data, once collected, needs to be meticulously organized into an Excel spreadsheet. Your ideal skills would be: - Proficiency in web scraping - Experience in data analysis and spreadsheet software - Exceptional attention to detail - Respect for data privacy regulations Please provide examples of your previous data gathering projects for consideration. This project has a tight deadline of 48 hours for completion.

I'm in urgent need of a data scraping expert who can extract 1000 records from a specific website within the next 5 hours. - Data Format: The scraped data needs to be compiled into an Excel file. - Data Content: While I have specific data in mind such as product details, user reviews, and contact information, I am open to any valuable data points you think might be beneficial. Ideal candidates for this job would have previous experience in data scraping, are proficient in Excel and can deliver quality work under tight deadlines. Your ability to work swiftly and efficiently will be key to the success of this project. Please note, I require prompt communication and updates on your progress.

I need from Pakistan or India. I need a Junior Level Freelancer who has good skills in Sentiment Analysis using Python It will use Windows OS I need a serious and hard working person

I need a process in python to automate some tasks to get data from some sites using webscraping. The sites uses javascript and it´s necessary to send a list of names and after that retrieve the data for each name for many dates and use webscraping to read the information and store the data locally.

...screenshots. The copy will be scraped from the web and altered using AI. Color and design elements will be taken from a pre-existing postcard mailing. Website Sections: - Home - Services - Products - Pricing - Contact Features: - Basic web forms for contact - An estimate form on the pricing page, which should allow for a detailed quote request with itemized options - Simple plug-ins for each section Once the website is completed, I will need assistance uploading it to GoDaddy. The deadline for this project is Sunday evening, Pacific Time. Ideal Skills: - Proficiency in WordPress - Experience with web scraping and AI - Familiarity with GoDaddy hosting - Website optimization for load speed - Simple onsite SEO Please note: The c...

...in PYTHON and runs on my Win10. I have the SOURCE CODE for the Program. If you are familar with PYTHON and WIN10 and WEB SCRAPING probably a 5 or 10 minute fix) This BROKE a few days ago. It uses HEADLESS CHROME Project/budget is $20 for the ABOVE FIX And get source updated to working... Also you provide the updated SOURCE Code, send it to me along with new program. NO NEW "features" need to be added, just fix the BUG that the web page has created that the program scrapes from....and also call the new software the next logical version number up. (If old was ver 5.0 new would be 6.0). If you Bid over the budget your bid will be will be ignored. Once finished Ill WILL have other projects for you.(Small BUG fixes)///...

I'm looking for a talented programmer with expertise in computer vision and OBS (Open Broadcaster Software) to help with object detection, specifically detecting and highlighting avatars in real-time video. Key Requirements: - Proficiency in programming, computer vision, and OBS - Experience with object detection systems - Ability to implement a system that highlights detected avatars The project involves creating a system that can identify avatars within a video stream and highlight them as they are detected. This could be for a variety of purposes, such as live-streaming a gaming event or a virtual meeting. The ideal candidate for this project would have experience with real-time video analytics and a keen understanding of how to work with OBS.

I'm looking for a meticulous freelancer who can handle data entry tasks involving text data sourced from various websites. Key Requirements: - Experience in data entry, specifically handling text data. - Proficient in navigating and extracting information from websites. - Attention to detail to ensure data is entered accurately. - Ability to work independently and manage time effectively. Ideal Skills: - Previous experience with web scraping. - Familiarity with spreadsheets and data management tools. - Good understanding of the English language for accurate data extraction.

...Title:** Web Scraping Services Needed | Python, Golang, AWS **Description:** We are looking for skilled professionals to develop web scraping scripts for our business needs. The ideal candidate should be an expert in **Python** and have experience with **Golang** for creating robust and efficient scraping solutions. Proficiency in **AWS** for deploying and managing scraping tasks in a cloud environment is essential. ### **Key Requirements:** 1. Expertise in Python libraries like Selenium, Beautiful Soup, Scrapy, or Puppeteer. 2. Knowledge of Golang for high-performance scraping scripts. 3. Experience with **AWS services** for deployment and scalability. 4. Ability to handle **Cloudflare-p...

...compatible with the OpenAI API and create an OpenAI API Reverse Proxy. The primary goal of these reverse endpoints will be for data tracking and analytics. Key Requirements: - User Activity Logs: I want to monitor how users are interacting with the API and the application in general. - API Usage Statistics: I need a comprehensive overview of how the API is being used, which endpoints are most popular, peak usage times, etc. - Error Monitoring: It's crucial to track and log any errors that occur to help us troubleshoot and improve the system. In terms of security, I require OAuth2 authentication for the reverse endpoints. Ideal Skills and Experience: - Extensive experience with OpenAI API and building reverse proxies - Proficient...

I have a PowerPoint I created for a pitch of a new software for potential customer I need some help making it with more data point and to change it a little bit

I need a freelancer to scrape contact details from a specific website for 20,000 companies. The website has CAPTCHA protection that requires manual entry. Specific Requirements: - Data Points: For each company, I need the contact details (phone, email) and two more fields. - CAPTCHA: The website's CAPTCHA protection can only be solved manually. - Data Organization: Each company has a single dedicated page on the website. Ideal Skills: - Proficient in data scraping techniques. - Experience with manual CAPTCHA solving. - Attention to detail to ensure accurate data collection.

...PROJECT. THIS IS NOT A SOLICITATION FOR MONTHLY SEO SERVICES. PLEASE DO NOT BID ON THIS WITH MONTHLY SERVICES, THIS IS A FIXED PRICE CONTRACT. The site, , is hosted on Wix and currently has ~15 pages. The primary goal is to utilize the installed Rabbit SEO plugin in WIX, with a focus on updating for solar and storage design and stamping services. No custom SEO services needed or wanted. Specific tasks include: - Utilizing Rabbit SEO to identify areas for improvement. - Follow instructions on Rabbit SEO and update webpages through Wix. - Refine a list of potential keywords and phrases to target with researching top firms. This is built into Rabbit SEO, but I would also like you to give me the top 20 on Google for 5 different keywords. THIS IS NO...

I need a dedicated team with Sales Navigator accounts to help me scrape international leads from the Media Production industry, specifically targeting Producers. Key Requirements: -You should have sales navigator account - Proven experience with lead generation and data scraping - Access to and proficiency with Sales Navigator - Understanding of the Media Production industry - Ability to deliver high-quality, relevant leads in a timely manner Your expertise in leveraging Sales Navigator for lead generation, combined with your understanding of the Media Production industry, will be key to the success of this project. Don't bid if you don't have a sales navigator account

...specializing in data scraping. You should have extensive experience with the Violent Monkey Firefox extension, Nginx, and working with remote base setups. Proficiency in WebSocket, Redis server, tmux session, and tun2socks is essential for this project. The main goal of this project is to scrape data from various websites which is partially done. The specific details about which websites and what data will be provided upon agreement. Your ability to efficiently extract text content, images, and structured data (like tables and lists) from these sites is crucial. Ideal Skills & Experience: - Expert in Node.js with a focus on data scraping - Extensive experience with the Violent Monkey Firefox extension - Proficient in Nginx and...

I am looking for an experienced data scraper who can extract product information from an insurance company's website. Key Requirements: - Expertise in data scraping from websites - Skills in extracting specific types of data, particularly product information - Previous experience with scraping e-commerce sites is a plus - Ability to deliver data in an organized and usable format Please provide examples of similar projects you've completed in your proposal.

...PROJECT. THIS IS NOT A SOLICITATION FOR MONTHLY SEO SERVICES. PLEASE DO NOT BID ON THIS WITH MONTHLY SERVICES, THIS IS A FIXED PRICE CONTRACT. The site, , is hosted on Wix and currently has ~15 pages. The primary goal is to utilize the installed Rabbit SEO plugin in WIX, with a focus on updating for solar and storage design and stamping services. No custom SEO services needed or wanted. Specific tasks include: - Utilizing Rabbit SEO to identify areas for improvement. - Follow instructions on Rabbit SEO and update webpages through Wix. - Refine a list of potential keywords and phrases to target with researching top firms. This is built into Rabbit SEO, but I would also like you to give me the top 20 on Google for 5 different keywords. THIS IS NO...

Task Description: Python Bot for Real Estate and owner skip tracing real estate Data Collection Objective: Develop a Python-based bot that collects real estate information from specified websites and updates the data into a single unified table. This bot should automate the process of data aggregation, ensuring accuracy and timeliness. Technical Requirements 1. Programming Language: Python (latest stable version). 2. Libraries & Tools: Web scraping: BeautifulSoup, Scrapy, or Selenium (as appropriate for dynamic/static websites). Data handling: Pandas. Database integration: Optional, such as SQLite or MySQL, if persistent storage is needed. API integration: If some real estate websites provide APIs for data access. 3. Features &a...

...solution that reads specified URLs, analyzes the main content of the web pages, and extracts key elements such as titles, text, images, and code blocks. The extracted data will be formatted and outputted for further use or analysis. Scope of Work: URL Input Handling Accept input URLs from a list or file. Validate the URLs to ensure they are accessible and correctly formatted. Web Page Fetching Use Python libraries (e.g., requests or urllib) to fetch the content of the specified URLs. Handle HTTP errors and timeouts gracefully. Content Parsing Parse the HTML content using libraries like BeautifulSoup or lxml. Extract the following elements: Title: Extract the <title> tag content. Text: Extract visible text content, ex...

no. 1 requirement you need to install local AD to your PC and run the application to your local due to this application is going to run locally. First thing you have to make sure the application is going to connect AD and we can do this testing. also the code below is already working on active directory and when you do the testing this should work as well   1.      User login – should support single sing on configure on nginx you have to help me to configure this. 2.      User Profile Pages – this type of form it will be mention what is contained below and functionality. 3.      Admin Panel Pages – this page is containing all the user register on the ...

Project Title: Beginner-Friendly Signup Automation Script for Windows (Python + Selenium) Project Description: I’m looking for someone to help me create a simple automation script for filling out and submitting a signup form on a website. I’m using a Windows computer and don’t have much experience with programming, so I need step-by-step guidance to set everything up. What I Need: A Python Script: The script should visit the signup page. Fill out all the required fields (e.g., name, email, password). Submit the form. Handle any delays or simple errors if possible. Beginner-Friendly Setup: Help me install Python, Selenium, and any other tools on my Windows computer. Show me how to set up the browser driver (e.g., ChromeDriver)....

I have an Excel spreadsheet with approximately 4,000 Instagram profiles. I need a Python script (or similar) to automate the process of fetching and updating the follower count for each profile. Key Requirements: - Proficient in Python or similar programming languages - Experience with web scraping and automation - Understanding of Instagram's data privacy policies and scraping limitations - Ability to create scripts that can handle large datasets and perform regular updates - Knowledge of how to manage requests to restricted accounts The job is simple, but I prefer to work with someone who can provide a scalable solution, as I may have an additional 10,000 profiles in the future. Please only bid if you can program this task.

...Service) business: 1. Respond to customer inquiries via email and WhatsApp based on our Standard Operating Procedure (SOP). Expect around 4-5 inquiries per day, Monday to Saturday. You will need to check for inquiries in the morning, afternoon, and evening. 2. Conduct ad hoc web research tasks related to my SaaS product, say 3-4 hours a week time. Mandatory Requirements: - Proficiency in Hindi language, (Very Important to know Hindi to communicate with us and some of our customers) - 5 to 40 reviews with a rating of 4.0 stars or higher (Very Important) - Fulltime Independent freelancers only (Very Important) - Excellent communication skills and technical aptitude - Prior experience in customer support is a plus - Available immediately and rea...

...utilizing Retrieval-Augmented Generation (RAG) for converting text into SQL statements. The ideal candidate should possess strong skills in: - OpenAI + Prompt Engineering + RAG + C# + SQL Server Azure + Lanchain. The expert must create an AI model (Based on OpenAI) that is capable of generating value-added responses to queries made by users using natural language. The workflow is as follows: Everything starts with a user question from a chat room (Web APP in C#). This prompt will be sent to the AI ​​model so that it translates the user's question into an SQL statement. Then, based on the SQL Sentence generated by the model, it will be used by the system to extract the data (DataSet) from a database in Azure. Once the Dataset is available, the initial prompt plus th...

...programmer with expertise in web scraping and data acquisition from GPS platforms. The project involves: - Targeting web applications specifically for the location data - Gathering real-time updates from these platforms Ideal candidates should have: - Proficiency in programming languages commonly used for web scraping (e.g. Python, Java) - Prior experience with data scraping from GPS web applications - Ability to ensure the data collected is accurate and timely - Good understanding of handling real-time data feeds. - Experience with integrating APIs to gather and control data flow from various sources. Please note, this project is time-sensitive and requires a dedicated, detail-oriented professional. The pr...

...help me create a wireless audio streaming system using two ESP32s. This is only the start to a larger project that I plan to create but need to basic framework to get started. The setup is as follows: - ESP32 #1 acts as a bluetooth sink and receives Bluetooth audio from a phone. Use a fixed Bluetooth broadcast name, ie "RX1-C1D3" - It then sends this audio via I2C to ESP32 #2 when requested (via some command from ESP32 #2). In the end there will be multiple I2C clients all with available data on the bus. - ESP32 #2 connects to a Bluetooth speaker and plays the audio it received from ESP32 #1. This ESP32 has a 1306 OLED to show available Bluetooth speakers and allows connection to it using 2 buttons - one to cycle thru the available l...

I need a Python expert to help me modify a scraping script. Ideal Skills and Experience: - Proficiency in Python - Experience with web scraping - Ability to modify and optimize scripts - Familiarity with JSON

...automation, specifically using the Nstbrower Browser API. The task involves automating the completion of market research surveys and feedback forms. Key Responsibilities: - Use the Nstbrower Browser to automate form filling - Employ Scrapy as the primary web scraping tool - Utilize user-input data (mainly text responses) to accurately complete the forms - Understand and differentiate between Selenium, Puppeteer, and Playwright for potential future tasks The ideal candidate will have a strong understanding of the Nstbrower Browser API, experience with browser automation, and proficiency in JavaScript (Node.js), TypeScript, and Python. Familiarity with using the Fingerprinting Browser API for auto-login tasks is a pl...

...medical systems and analyze system performance, resource management, interoperability, and security. Key requirements include: - In-depth analysis of system performance and resource management - Testing of system interoperability by using HL7 FHIR and security features The simulation should allow for a comprehensive assessment of all key performance metrics, including: - Latency - Throughput - Scalability -Resource Utilization -Response Time - In terms of security features, the simulation should incorporate: - Data encryption by using a VPN The ideal candidate for this project will have substantial experience with CloudSim, cloud computing, and security protocols, particularly in the context of medical systems. A strong background ...

...PROJECT. THIS IS NOT A SOLICITATION FOR MONTHLY SEO SERVICES. PLEASE DO NOT BID ON THIS WITH MONTHLY SERVICES, THIS IS A FIXED PRICE CONTRACT. The site, , is hosted on Wix and currently has ~15 pages. The primary goal is to utilize the installed Rabbit SEO plugin in WIX, with a focus on updating for solar and storage design and stamping services. No custom SEO services needed or wanted. Specific tasks include: - Utilizing Rabbit SEO to identify areas for improvement. - Follow instructions on Rabbit SEO and update webpages through Wix. - Refine a list of potential keywords and phrases to target with researching top firms. This is built into Rabbit SEO, but I would also like you to give me the top 20 on Google for 5 different keywords. THIS IS NO...

I need a skilled programmer to use the Nstbrower Browser API to automate the process of filling out survey and feedback forms. The automation task will involve: - Utilizing the Nstbrower Browser to fill forms automatically - Proficiency in web scraping tools - Specifically targeting survey and feedback forms - Using user input data to complete the forms - Familiar with Familiar with Selenium vs Puppeteer vs Playwright - Familiar with JavaScript（Node.js）,TypeScript and python Ideal candidates for this project should have a strong understanding of the Nstbrower Browser API and experience with browser automation. Like Use Fingerprinting Browser To Auto login. Now we use Nstbrower to do the repeated task * Nstbrower Fingerprinting...

...Django expert to address some bugs in my project and implement new features. The key tasks include: - Fixing existing bugs to ensure smooth functionality, not showing activities for reservation that have past the schedule. Inside agenda not being able to cancel reservations that have passed time, almost working, need testing. When editing activity be able to edit the whole thing. - Finish edit personal information, password change Follow documentation guidelines, make reference to documentation for change implemented Abstract user and custom user profile - Add instructor validation from another instructor - Implementing test-driven development for quality assurance for the correction and for the new feature

...comprehensive data scraping project targeting German eBay, Amazon, Otto, Kaufland, and Zalando sellers. The goal is to collect information on 10,000 german sellers, focusing on specific details. What I Need: - Seller Name - Email of Seller - Contact Number (if possible) - Date of Registration on the Platform (Amazon/eBay, Otto, Kaufland & Zalando) - Seller Location: Gather geographical data about where the seller is based. - product categories if possible Output Format: - All data should be delivered in a CSV or Excel format. Ideal Skills: - Proven experience in data scraping - Familiarity with e-commerce platforms, particularly the ones mentioned - Proficiency in handling large datasets - Ability to deliver clean, well-organized data Please note, the more ...

TASK FOR - £5 Scrape 5000 (first & last) names from germany. Can use linkedin for example. must have their emails and the profile page. the names dont all have to be german names - but of people from germany/ MUST NOT USE CHATGPT FOR LIST OF RANDOM NAMES. MUST NOT BE ANY BUSINESS NAMES (ONLY NAMES OF PEOPLE) FIRST AND LAST.

...a developer who can create a web progressive application (WAP) tailored for classified ads. This WAP needs to cater to three languages - English, French, and German. Key Features: - Content Scraping: The app will need to perform specific content scraping to gather both text and image-based classified ads from various websites. - User Authentication: The app should have a secure and efficient user authentication system. - Search Functionality: Users should be able to easily search for ads. - Ad Posting Capability: The app should allow users to post their own classified ads. Key Skills: - Proficient in web development and familiar with creating progressive web apps. - Experience in implementing multilingual support in we...

...PROJECT. THIS IS NOT A SOLICITATION FOR MONTHLY SEO SERVICES. PLEASE DO NOT BID ON THIS WITH MONTHLY SERVICES, THIS IS A FIXED PRICE CONTRACT. The site, , is hosted on Wix and currently has ~15 pages. The primary goal is to utilize the installed Rabbit SEO plugin in WIX, with a focus on updating for solar and storage design and stamping services. No custom SEO services needed or wanted. Specific tasks include: - Utilizing Rabbit SEO to identify areas for improvement. - Follow instructions on Rabbit SEO and update webpages through Wix. - Refine a list of potential keywords and phrases to target with researching top firms. This is built into Rabbit SEO, but I would also like you to give me the top 20 on Google for 5 different keywords. THIS IS NO...

...PUBG, and NAVER Z. We are building a game development tool and mobile platform using Unreal Engine 5 to enable high-quality graphics and advanced game creation. Our goal is to make game development easy and accessible for everyone. With our tools, users can create games like RPGs, sports, and shooters, customize avatars, chat, and generate content easily with AI. About the Role We are looking for an experienced Unreal Engine Freelancer Developer to join us in building the OVERDARE game development tool. Key Responsibilities: - Develop features and tools within the Unreal Engine to enhance the OVERDARE game tool. - Work closely with our team in a deeply integrated manner, contributing beyond the typical freelance ...

I need to translate 50x documents in pdf format. once from english to french once from english to german I tried to do it with Chatgpt. Translation quality was ok, but I experimented issues once chatgpt tried to generate the pdffile your mission: - either to provide me a chatgpt prompt that make it working - or translate through chatgpt and make manualy a new document in translated language, that keep 100% original layout. give me price per document based on a first batch of 20 documents. they will all be similar to the one attached the label in table from 1.1 to 8.1 should be translated according to attached translation

I'm looking for an experienced freelancer to assist in creating a set of Spanish-English flashcards. The project has two parts: 1. Creating a CSV file with rows from a book. This will be the basis for the flashcards. 2. Developing a web scraping script that can gather audio from a dictionary website.

...PROJECT. THIS IS NOT A SOLICITATION FOR MONTHLY SEO SERVICES. PLEASE DO NOT BID ON THIS WITH MONTHLY SERVICES, THIS IS A FIXED PRICE CONTRACT. The site, , is hosted on Wix and currently has ~15 pages. The primary goal is to utilize the installed Rabbit SEO plugin in WIX, with a focus on updating for solar and storage design and stamping services. No custom SEO services needed or wanted. Specific tasks include: - Utilizing Rabbit SEO to identify areas for improvement. - Follow instructions on Rabbit SEO and update webpages through Wix. - Refine a list of potential keywords and phrases to target with researching top firms. This is built into Rabbit SEO, but I would also like you to give me the top 20 on Google for 5 different keywords. THIS IS NO...

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- Create entertaining content using dating apps while using our app Rizzboard to help you. - Post the resulting clips on tiktok/insta. - For streamers or content creators. Here are some examples of the format: Link to the app is at

...Python 3.x, Selenium with Chrome browser and ChromeDriver, and BeautifulSoup for a project focused on web scraping. The primary goal is to extract contact information, including emails and phone numbers, of prospective clients from social platforms such as LinkedIn, Facebook, and Twitter. Requirements: Python 3.x expertise, with experience in developing and optimizing scripts for data extraction. Selenium for browser automation, particularly with Chrome, to navigate and interact with dynamic and complex webpage elements. ChromeDriver compatibility to facilitate controlled access and data parsing through the Chrome browser. BeautifulSoup for parsing HTML data, allowing efficient extraction...

I'm looking for a professional web scraper to extract millions of phone numbers from truepeoplesearch.com. This data is crucial for my project, and I need it to be delivered in an Excel spreadsheet. Key Requirements: - Expert level web scraping skills - Ability to scrape millions of data points - Proficient in delivering data in Excel format - Experience with TruePeopleSearch is a plus -must have knowledge in excel Additional Data: Apart from phone numbers, I also need the corresponding phone carrier for each number. Once you have the list of numbers and the carrier, There is a website that has all of the email extensions for each phone number so they can be emailed. You will need to filter the data by the carrier and then use an excel co...

I need help with extracting and processing historical data from Yahoo Finance for scalping purposes. The data should be for the last 6 months, with a daily frequency. The highest values from this period are of particular interest to me. Key Requirements: - Use Python to scrape the necessary data - Update Google Sheets with the scalping results, specifically from cells A2 to A2500 - Deliver the data in the specified format: I would appreciate a quick turnaround and communication on how we can accomplish this efficiently. Ideal candidates for this project should have experience with data scraping, Python programming, and Google Sheets integration.

I'm looking for a web scraping expert who can help me scrape product details from various e-commerce sites. The data I need includes: - Product name and price - Product descriptions - Customer ratings and reviews Ideal candidates for this project should have: - Extensive experience in web scraping, particularly from e-commerce sites - Proficiency in data extraction tools and programming languages such as Python, Beautiful Soup, and Scrapy - Ability to deliver clean, structured data - Understanding of e-commerce product details and customer feedback dynamics Please provide samples of similar projects you've completed in the past.