Data scraping website usingdela

I'm in need of a skilled bookkeeper proficient in Tally. Key Responsibilities: - Recording transactions accurately and timely - Reconciliation of accounts on a regular basis - Generating financial reports for review Ideal Candidate: - Expertise in Tally is a must - Prior experience in bookkeeping is preferred - Ability to generate and explain financial reports - Attention to detail and accuracy

...with business origination. The tool should enable efficient data scraping from Yellow Pages Australia () and include features for data collection. Key Requirements 1. User Inputs: - Industry/Business type. - Location (e.g., New South Wales). 2. Functionality: - Automate input of specified criteria into (). - Scrape business information from multiple result pages, including: - Business name, location, website, phone number, and email address. - Click into each result to capture additional details: - Business description - Year established. - Number of staff. - ABN and ACN (if available). 3. Output: - Save scraped data into Excel/CSV format. 4. Advanced Capabilities: - Handle

I have a 200-line Python scraping code using requests and proxies that I need help deploying on AWS Lambda. Key Requirements: - Modify the code to return data as a Lambda function. - Implement a retry mechanism within the Lambda function for failed attempts. - Utilize several AWS services alongside Lambda, specifically S3 for storage, DynamoDB for database and CloudWatch for monitoring. The final output of the Lambda function should be in plain text. Ideal candidates for this project should have: - Extensive experience with AWS Lambda and related services. - Strong skills in Python, particularly with requests and web scraping. - Knowledge of implementing retry mechanisms in cloud functions. Please note, this project requires you to handle the deployment of ...

I'm looking for a skilled Photo Graphic Designer to edit some of my product photos flat or mannequin to model photos using adcreative.ai. Takes only 1-5 min min job using this AI Online website 100 photos for AUD$20 Key Responsibilities: - Edit product photos to fit a minimalistic and clean aesthetic, suitable for E-commerce product listings. - Emphasize product details in the edited photos. Ideal Candidate: - Proficient in using or similar photo editing tools. - Has a keen eye for minimalist design and attention to detail. - Experience in E-commerce photo editing preferred.

Coding work to extract data from website to Google Sheets

Fix WordPress Site and Plugin Setup Using Woodmart Theme Budget: $100 Timeline: 3-5 days Website: Overview: I need an experienced WordPress freelancer to fix my existing Woodmart theme. This project requires focused work over the next 3-5 days, and I expect high-quality results. Project Requirements: 1. Bug Fixes: - Add “Collection” to the product showcase created with Elementor Pro. - Change the default category to a Brand page and add collections as subcategories. - Create three templates for Category, Subcategory, and Sub-subcategory pages. - Place these templates in the child theme. - Each header should show the category image for the respective page and allow unique styling. - Link the templates to WooCommerce for proper functio...

...freelancer to extract specific data from predefined websites and organize it into an Excel spreadsheet. The task is a one-time project focused on collecting structured information for further analysis. Details: Scope: Extract data from a list of targeted websites (these will be provided). The required data fields will also be clearly specified. Output: The extracted data should be neatly organized in an Excel sheet with a well-defined format to ensure clarity and usability. Accuracy: The project requires a high level of attention to detail to ensure data accuracy and completeness. Tools: You can use web scraping tools, scripts, or any other method that ensures efficient and accurate data extraction. What I Expect from You: Experie...

...freelancer to extract specific data from predefined websites and organize it into an Excel spreadsheet. The task is a one-time project focused on collecting structured information for further analysis. Details: Scope: Extract data from a list of targeted websites (these will be provided). The required data fields will also be clearly specified. Output: The extracted data should be neatly organized in an Excel sheet with a well-defined format to ensure clarity and usability. Accuracy: The project requires a high level of attention to detail to ensure data accuracy and completeness. Tools: You can use web scraping tools, scripts, or any other method that ensures efficient and accurate data extraction. What I Expect from You: Experie...

...The goal is to identify potential issues such as vortex formation, stagnation points, and fluctuations in temperature and pressure during the extrusion process. Key responsibilities include: - Using different polymer types, including low-density polyethylene, polypropylene, and polystyrene, to conduct simulations - Adjusting various operating parameters (e.g., screw rotation speed, temperature profile) to optimize the extrusion process - Focusing on critical aspects of polymer behavior such as temperature variations and pressure distribution The ideal candidate should have: - Proficiency in using simulation software for polymer flow - Experience with various types of polymers - Understanding of the importance of operating parameters in extrusion - Ability to identify an...

My web scraping Python script has encountered issues and needs urgent fixing. The script fails to run, and I need an experienced Python developer to troubleshoot it and get it operational again. Ideal skills for this job include: - Proficiency in Python, particularly in web scraping - Ability to diagnose script failures - Experience in debugging Python scripts - Familiarity with common web scraping libraries (BeautifulSoup, Scrapy, Selenium, etc.) - Good problem-solving skills Please, only apply if you can fix the script efficiently and effectively. I look forward to your bids.

I'm looking for a talented developer to create an e-commerce website for me with a built-in data scraping feature that collects product details from another website. Key Requirements: - Design and develop a user-friendly e-commerce website. - Implement a data scraping feature that gathers product details from a specified website. - Ensure the website is optimized for search engines and mobile devices. Ideal Skills and Experience: - Extensive experience in e-commerce website development. - Proficiency in data scraping. - Familiarity with SEO and mobile optimization. - Prior experience with platforms like Shopify, WooCommerce, or Magento is a plus.

I'm looking to enhance the user experience of my data extraction, web scraping, and browser automation platform, DEX8.com. The primary goal of this redesign is to make the platform more user-friendly, with a particular focus on creating a better overall design. Key aspects of the project include: - Developing a new template using Bootstrap 5 - Improving the overall design to enhance user navigation and interaction Ideal skills and experience for the job: - Proficiency in Bootstrap 5 - Strong background in UX/UI design - Experience with web scraping and data extraction platforms is a plus - Able to create intuitive and easy-to-navigate interfaces

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I'm see...updating of my investment portfolio Excel sheet with the daily NAV values from a specific website. Currently, I access the NAV values through manual browsing. This project requires: - Creating an automation system that fetches the daily NAV values from the website without any manual intervention on my part. - Updating my Excel sheet with the fetched data. The ideal freelancer for this project should have extensive experience with web scraping, Excel automation and ideally has worked with investment portfolio data before. The aim is to have a seamless process where my Excel sheet is always up-to-date with the latest NAV values. Please note that the specific format of the daily NAV value on the website has not been determined yet, s...

I need a professional with expertise in SolidWorks to conduct a material failure analysis. Key Requirements: - Identify and analyze a part or product (consumer product, class project part, or club project part) - Conduct a finite element analysis to determine a factor of safety - Discuss results and limitations of the analysis Ideal Skills: - Proficiency with SolidWorks - Experience in finite element analysis - Strong understanding of material properties and load conditions (static, dynamic, thermal) - Excellent analytical and communication skills Please note that you'll need to determine the appropriate boundary values for the displacement and the load that represents the part ‘in-use’.

I'm looking for someone who can scrape product information from various e-commerce websites. The specific details I need include prices and discounts, as well as product descriptions and specifications. Ideal Skills: - Proficient in web scraping techniques and tools - Familiar with e-commerce websites - Able to deliver data in a structured format Experience: - Previous web scraping projects - Experience dealing with product information from e-commerce sites

...involve scraping LinkedIn for specific contacts within the startups and venture capital sector and reaching out to them via email. Key Responsibilities: - On a weekly basis, scraping my followers on LinkedIn for relevant contacts, focusing primarily on job titles within the startups and venture capital industry. - Conducting a cold email campaign to these contacts with specific copy and converting them into newsletter subscribers. - Add the contacts into HubSpot and note their information appropriately. -Be able to A/B test and own results and keep of percentages on who converted and ratios around weekly conversions. - Adding subscribers to my beehiiv account. Ideal Skills and Experience: - Proven experience in cold emailing and lead generation. - Proficiency in Linked...

I'm looking for a proficient developer to create a very simple 13 -18 questions WhatsApp bot flow on Meta Facebook. The bot should facilitate basic interactions regarding job applications and candidate referrals. Key Tasks: - Implement a bot flow that caters equally to job applicants and candidate referrers. - The bot should collect a variety of information from job seekers including personal details, work experience, availability, resume, salary expectations, etc. - Design the bot to issue follow-up questions after collecting initial information. Ideal Skills: - Experience in chatbot development, particularly for WhatsApp or Meta platforms. - Understanding of recruitment processes to create relevant and engaging bot dialogue. - Ability to implement a system for follow-up questions...

Project: Automated Lucky Jet Game Data Analysis & Notification System This project involves developing a Python script to monitor the Lucky Jet game, analyze its data, and send automated Telegram notifications. Key Features: * Data Extraction: The script will extract real-time game data, specifically the multiplier achieved in each round, likely through web scraping. * Data Analysis: The script will continuously monitor the sequence of multipliers. * Trigger: A notification will be sent via Telegram when the multiplier fails to reach 3x for 12 consecutive rounds. * Automation: The script will run continuously or on a schedule with robust error handling and recovery mechanisms. Technical Requirements: * Proficiency in Python with libraries ...

...all tender information from both platforms in Namibia on a daily basis. The scraped data should be neatly organized in an Excel spreadsheet. Key Requirements: - The scraper should pull data from all relevant sources, including government websites and social media. - Information to be collected includes: the name of the entity or organization, tender advertising date, due date, a clickable link for document download, and contact details. - One of the primary websites to scrape from is: , which mainly hosts government tenders. - The scraper must ensure no tender is overlooked. Ideal Skills and Experience: - Expertise in web scraping and data collection. - Familiarity with Excel and data organization. - Experience in developing scrapers that gather inf...

I'm seeking a talented web designer with extensive experience in WooCommerce and the Toolset plugin. The project involves designing specific pages of my online store: - Product Pages - Checkout Pages The design needs to adhere to a 'Modern and Clean' aesthetic. I have some reference websites that align with this style, which I can share with the selected freelancer. Ideal Skills and Experience: - Proficiency in WooCommerce and Toolset plugin - Strong web design portfolio, particularly with modern and clean aesthetic - Ability to translate design inspiration into functional web pages - Good communication skills for discussing design elements and progress.

Project: Automated Lucky Jet Game Data Analysis & Notification System This project involves developing a Python script to monitor the Lucky Jet game, analyze its data, and send automated Telegram notifications. Key Features: * Data Extraction: The script will extract real-time game data, specifically the multiplier achieved in each round, likely through web scraping. * Data Analysis: The script will continuously monitor the sequence of multipliers. * Trigger: A notification will be sent via Telegram when the multiplier fails to reach 3x for 12 consecutive rounds. * Automation: The script will run continuously or on a schedule with robust error handling and recovery mechanisms. Technical Requirements: * Proficiency in Python with libraries ...

I'm looking to collect business email addresses specifically from car dealerships listed on Key Requirements: - Scraping should yield a CSV file containing only email addresses. - Emails should be sourced exclusively from car dealerships. Ideal Skills: - Proficient in web scraping tools. - Experienced in data collection and CSV formatting.

...developer with expertise in web scraping to enhance an existing script designed to extract product data from Walmart's online store. The current script retrieves only 10 items at a time, while the website displays 40 items per page. The task involves addressing the infinite scroll or JavaScript loading mechanisms that are limiting data extraction. Key Responsibilities: - Modify the existing Python script to enable it to scrape all 40 items per page. - Implement solutions to effectively handle infinite scrolling or dynamic content loading. - Ensure the script is efficient and adheres to best practices in web scraping. - Conduct thorough testing of the updated script to confirm accurate data retrieval. Requirements: - Proficiency in Python,...

I'm seeking a specialist with deep knowledge in APIs and OpenAI integration. I have a script currently scraping product data from a Polish platform to another via API, translating into 4 languages. I need help upgrading my translation quality beyond Google Translate using OpenAI. Key Challenges: - Automated Translation Refinement: The current Google Translate use is insufficient. I want to improve accuracy and contextual relevance. - Cost-efficiency & Scalability: Thousands of products need processing. It's essential to balance quality enhancement while minimizing API costs. - HTML Content Processing: The existing setup scrapes HTML content. A more efficient method for text extraction, translation correction, and API upload is necessary. I'm open t...

I'm looking for a Python developer to add new features to my existing web scraping project. The primary task is to extend the scraper to include some other information. Ideal Skills and Experience: - Proficiency in Python, specifically in web scraping libraries such as Beautiful Soup, Scrapy, or Selenium. - Experience in adding features to existing codebases. - Ability to work independently and problem-solve effectively and in short notice.

I'm looking for a skilled Python developer with extensive experience in web scraping and automation. Key Requirements: - Proficient in Python and libraries like BeautifulSoup, Scrapy, or Selenium. - Expertise in scraping E-commerce sites. - Ability to extract product information specifically. Deliverables: - Scraped data to be delivered in XML format. Ideal Candidates: - Previous experience with E-commerce data scraping. - Strong understanding of Python and web scraping tools. - Ability to deliver clean, well-structured XML files.

I am seeking a freelancer with experience in web scraping and data collection to review a list of 17 websites containing company lists and contact lists with company names. Each Website needs to be their own Tab in Google Sheets / Excel. I do not require any data validation or cleaning, just the raw data as it appears on the websites. The final deliverable should be a Google Sheets document. Ideal skills and experience for this job include: - Proficiency in web scraping tools and software - Experience with data collection and organization - Ability to deliver results in a timely manner - Familiarity with Google Sheets or Microsoft Excel and its functionalities Looking to do multiple projects of the similar nature. Happy to setup a ca...

Hello i have two papers to summarize with a comparison between them under a specific template So as i said before i need you to summarize this two paper and make a comparison between them under this specific template in word document the title will be Heartbeat Artifacts: Correction Methods and Effects on Signal Quality in EEG and MEG and two papers are two studies template instructions are obligatory and very important So again the title is Heartbeat Artifacts: Correction Methods and Effects on Signal Quality in EEG and MEG , the two papers must be summarised and make a comparison between them we will use the two papers as two studies for our topic and the most important part is to follow the instructions template and to be more specific for the paper for EEG signal focus more about c...

...inserted into the report. Graph Integration Generate various types of graphs (e.g., bar charts, pie charts, line graphs) using libraries like or D3.js. Include graphs for: Skill distributions Employability index Profile and foundational skill analysis Image Integration Insert candidate-specific images such as profile pictures or logos. Text and Table Fields Dynamically populate descriptive text and tables based on input data. Include recommendations, developmental plans, and skill evaluations. Input Management Accept input data db called from API, containing: Candidate details Examination results Role fit analysis Recommendations Validate and sanitize input data. Output Management Generate and save the PDF report on the server. Provide options to downlo...

I'm seeking a seasoned WordPress designer with Elementor PRO expertise to implement 9 specific layout adjustments on my site. The areas requiring attention include the header and footer, the main content area, as well as the sidebars and widgets. I have specific reference examples that I can provide. Ideal skills for this project: - Proficiency in WordPress and Elementor PRO - Strong design sense for layout adjustments - Experience with modifying headers, footers, and sidebars - Ability to implement specific design references Please be prepared to demonstrate your portfolio with similar projects. IMPORTANT NOTE: I need this get done within 2 to 3 hours time. Its urgent. The company or freelancer who will show professionalism will retain for many of our upcoming projects.

Initial project: - Create 10 Youtube videos on various topics in the dating advice for men niche. - Include a verbatim quote from a specific dating guru in each video (the dating guru will be revealed to the successful applicants. Potentially hiring multiple applicants). Don't allow AI to hallucinate the quote. It must be 100% accurate and real. - Specific style of dating advice to be created revealed to successful applicant(s). - 10 minute minimum for each video. - Create thumbnail, title and video and and post to channel. - Use AI 100% for the project. - If this project works (i.e. it brings in leads to the business that I will promote in the description of each video), I will be ordering more videos. It will be ongoing. More details: Is this project for business or person...

I'm seeking an expert in web scraping to extract data from various websites. Skills and Experience: - Proficient in data scraping tools and techniques - Experience in extracting data from diverse websites - Knowledge of data cleaning and processing - Familiarity with legal and ethical considerations in data scraping Please provide your portfolio or examples of previous work in your proposal.

I'm looking for a skilled data scraper to extract information from LinkedIn profiles of professionals with experience in specific safety-related acronyms (WHS, OHS, OSH, EHS, HSE, SHE, HSEQ, QHSE). Focus would be on Australia, Singapore, USA and the Philippines markets. The specific data points to extract include: - Name and contact information (email, websites and phone numbers). - Job titles and company names - Skill endorsements and certifications - URL to their LinkedIn profile Ideal candidates for this project should have: - Proficiency in data scraping tools and techniques - Experience with LinkedIn data extraction - Understanding of the specified safety acronyms - Ability to maintain data confidentiality and integrity. Acronyms r...

Wordpress | Elementor I need an expert web designer to help me implement a pre-purchased template for my website. I've already made detailed notes on what I'm looking for and gathered all necessary images and animations and text required. The project involves: - Designing a landing page - Integrating with an already set up Calendly booking feature - Linking my social media accounts: Facebook, Instagram, TikTok and LinkedIn - Creating a 'Contact Us' page with a form - Adding a Privacy Policy and Terms of Use page at the bottom To ensure the design meets my vision, I prefer to work via Teams or Zoom to explain my requirements and minimise communication back and forth. Ideal skills for this job include: - Proficient in web design and development - Excellent co...

I need a skilled web scraper to extract information from online courses on Udemy. The objective is to gather comprehensive data on various courses available on the platform. Key Requirements: - Scraping data from Udemy, specifically online courses - Extracting course titles and descriptions, instructor details, and user reviews and ratings Ideal Skills: - Proficiency in web scraping tools and techniques - Familiarity with Udemy and its course structure - Ability to handle and organize large datasets Experience: - Prior experience in scraping data from e-learning platforms will be a plus. Please share any relevant projects you've worked on.

I'm looking for a Python expert to help me scrape NBA scores by quarter from Basketball Reference. The data should be saved in a CSV format. Key Requirements: - Proficient in Python with experience in web scraping - Familiarity with Basketball Reference data - Able to structure and save data in CSV format What I Need: - Team scores by quarter Ultimately, I need a script that can extract this information systematically and save it in a clean, easy to read CSV file. Please only apply if you have the required skills and experience. I have a specification with more information.

I'm looking for a web scraping expert who can extract wine data from Tajan. The data to be scraped includes: - Bid prices: Picture 1 - Auction dates: Picture 1 - Wine details: Picture 2 See an example as an attachment Website: Needed data: all wine events from March 2020 until the end of 2024 Auction item: Wine The scraped data should be delivered in a Spreadsheet (Excel/CSV). A snippet of the data from 2013 is attached. This is a one-time project, so I do not require ongoing data collection. Ideal skills for this project include: - Proficiency in web scraping tools - Experience with data extraction - Ability to present data in a clear, organized manner Please provide examples of similar projects you�...

I need a cost-effective CRM system with POS functionality built on free tools such as Google Sheets, Forms, and App Scripts. Key Requirements: - CRM: - Customer Management: Ability to track interactions and manage customer data effectively. - Sales Tracking: Monitor sales activities, forecast trends, and assess team performance. - Inventory Management: Oversee stock levels, orders, deliveries, and product updates. - POS: - Sales Reports: Generate detailed reports on sales performance, product popularity, and revenue. - Barcode Scanning: Implement a system for easy product identification and inventory management. User Base: This system will be utilized by my Sales Team, Inventory Staff, and Customer Service Team. Ideal Skills: - Proficiency in Google Sheets and its rel...

...developer to create a script that automates webpage screenshots from various geographic locations using proxy servers. The goal is to visually verify how a webpage renders from different regions. The script will read URLs from a Google Sheet, utilize headless Chrome with Selenium WebDriver, and save screenshots to a specified server bucket. We already have a beta version of the script (without proxy settings), which can be used as a starting point. -- Project Requirements: * Google Sheets Integration: Connect to a Google Sheet containing approximately 10,000 URLs. * Proxy Server Integration: Rotate between 30 different proxy servers to simulate access from distinct geographic locations. * Web Scraping with Headless Chrome: Use Selenium WebDriver with headless Chrome ...

...Incorporate a mechanism to handle Captchas on the VFS Global website to prevent automated bot detection. 7. **Booking Confirmation:** - Provide users with a confirmation message and email upon successful booking. 8. **Appointment Modification/Cancellation:** - Allow users to modify or cancel their booked appointments. ### Non-Functional Requirements: 1. **Scalability:** - Ensure the software can handle a large number of users simultaneously. 2. **Reliability:** - The software should be robust and reliable, minimizing downtime and errors. 3. **User-Friendly Interface:** - Design an intuitive and user-friendly interface for easy navigation. 4. **Security:** - Implement security measures to protect user data and ensure secure transactions. 5. **Perfo...

...site for selling physical goods and live streaming. You will be using themeforest theme to build the site Key Requirements: - Expertise in WordPress and eCommerce plugin (like WooCommerce) - Live streaming RTMP integration to youtube and live streaming platform that can connect to youtube, TIKTOK, instagram and facebook. Need to work with broadcasting software like OBS - Proficiency in designing user-friendly and responsive ECommerce sites - Experience in setting up and configuring WordPress eCommerce sites for physical product sales - Knowledge of integrating various payment gateways and cash on delivery - SEO and digital marketwebsing skills would be a plus - Mobile responsive website - phone number login and signup. Also social login and 2FA -

...a mobile application (Android and iOS). The system should: Search for odds within a predefined range in the application interface. Place bets with a set amount, ensuring no bets are placed if there is already an open one. Continue repeating the process, searching for new odds and avoiding duplicate bets. General Considerations No API available: Automation will rely on techniques such as OCR, scraping, or similar methods to extract information directly from the app’s screen. Compatibility: The tool must work on both Android and iOS devices, operating in the background on the same mobile device. Access Restrictions: The development requires functional access to the mobile application, which may be subject to regional restrictions. Exclusive Use: The tool will not be publi...

I'm looking for a proficient web scraper who can extract data from Instagram, Snapchat and TikTok, specifically from Stories, Reels and Posts. The insights I want to get include Comments, Engagement and Reach. Ideal skills and experience for the job: - Expertise in web scraping with a focus on social media platforms - Proficient in data analysis - Understanding of social media metrics - Familiarity with Instagram, Snapchat and TikTok - Experience in handling large datasets

I need a database for the USA market, with...for the USA market, with a focus on company names and Email ID. Key Points: - The project primarily involves creating a comprehensive database for the USA market - The main data points to be included are full name, company names and Email ID's - Information can be extracted from Yellow Pages, Business Pages, Associations, Business Chambers and similar. - Accuracy of data, specially Emails - Sample File of Required database is attached - To start with we require 10,000 records. - Will pay INR 0.60 per record. Ideal Freelancer: - Prior experience in creating detailed databases - Proficiency in data gathering, scraping and organization - Familiarity with the USA market would be a plus Please include your rele...

I need a database for the USA market, with...for the USA market, with a focus on company names and Email ID. Key Points: - The project primarily involves creating a comprehensive database for the USA market - The main data points to be included are full name, company names and Email ID's - Information can be extracted from Yellow Pages, Business Pages, Associations, Business Chambers and similar. - Accuracy of data, specially Emails - Sample File of Required database is attached - To start with we require 10,000 records. - Will pay INR 0.60 per record. Ideal Freelancer: - Prior experience in creating detailed databases - Proficiency in data gathering, scraping and organization - Familiarity with the USA market would be a plus Please include your rele...

I'm looking for a professional who can develop a Google Chrome extension that clones candidate data from into my local database. Key Requirements: - The extension should capture the following data fields: Name and contact details, Experience, Education, Skills, and Certifications. - The data should be stored seamlessly into a local database. Ideal Skills: - Proficient in Google Chrome extension development - Experience with data scraping and database management - Understanding of privacy and ethical considerations in data collection If you can deliver an efficient and reliable solution, I look forward to your proposal.

Project Title: AliExpress Product Data Scraper Project Overview: This project involves developing a Python script to automatically extract product data from AliExpress.com. The script will read product URLs and associated data from a MySQL database, scrape relevant information, and then update the database with the scraped results. The scraping process will be managed based on the `scraping_active` status and the `last_scrap_date` in the database. Project Goals: Develop a Python script that can efficiently and reliably scrape product data from AliExpress.com. The script should interact with a specified MySQL database to fetch product URLs and update the scraped data. The script should be able to handle potential errors during scrap...

I need a skilled data scraper to help me gather product details from Taobao. Specific Requirements: - Data to be collected: Product names and descriptions, Prices and availability - Delivery format: Excel spreadsheet Ideal candidates should have experience with web scraping, ideally from e-commerce platforms. Proficiency in data handling and Excel is a must. Please ensure you can deliver clean and well-organized data.

I'm looking for a data scraping expert who can help me extract player statistics from various professional basketball sources. Ideal Skills: - Proficient in data scraping tools and techniques - Familiarity with basketball and its statistics - Ability to extract, clean and organize data Experience: - Previous work in sports data scraping - Proven track record of delivering accurate and comprehensive datasets