Scraping flash web data jobs

...to create a powerful web scraping tool that can effectively extract specific information from various online sources. Here's what I need in a nutshell: - **Data Extraction:** - Text-based content and links. - Emails and phone numbers as key data points. - **Target Sources:** - Scrape across business directories. - Extract from diverse social media platforms. - Cull information from multiple news websites. - **Output Specifications:** - Final data should be delivered in JSON format. **Ideal Candidate Skills:** - Strong experience in web scraping and data mining. - Proficiency in handling different types of websites (directories, social media, news). - Expertise in Python or similar programming language, es...

...to create a powerful web scraping tool that can effectively extract specific information from various online sources. Here's what I need in a nutshell: - **Data Extraction:** - Text-based content and links. - Emails and phone numbers as key data points. - **Target Sources:** - Scrape across business directories. - Extract from diverse social media platforms. - Cull information from multiple news websites. - **Output Specifications:** - Final data should be delivered in JSON format. **Ideal Candidate Skills:** - Strong experience in web scraping and data mining. - Proficiency in handling different types of websites (directories, social media, news). - Expertise in Python or similar programming language, es...

...to create a powerful web scraping tool that can effectively extract specific information from various online sources. Here's what I need in a nutshell: - **Data Extraction:** - Text-based content and links. - Emails and phone numbers as key data points. - **Target Sources:** - Scrape across business directories. - Extract from diverse social media platforms. - Cull information from multiple news websites. - **Output Specifications:** - Final data should be delivered in JSON format. **Ideal Candidate Skills:** - Strong experience in web scraping and data mining. - Proficiency in handling different types of websites (directories, social media, news). - Expertise in Python or similar programming language, es...

Hello i need to scrap some data from French website like

I'm currently seeking the expertise of a developer experienced in creating Chrome extensions. The role will encompass creating an extension capable of scraping a range of data types from potentially unlimited websites, given the user's preference. The ideal candidate should have: - Proven experience in web scraping - Knowledge in creating effective Chrome extensions - An understanding of data types (text content, images, links) The scraped data will need to be formatted to CSV for easy manipulation and review. This role will require flexibility and creativity due to the expected variety of data being scraped. Freelancers with a robust problem-solving ability, attention to detail, and high-quality documentation skills will outshi...

I’m seeking a talented freelancer for a web scraping task. Here's what I need: - Extract categories (countries) and specific channels listed within each category - Target site URL is : - after the data is extracted, the developer will need to create a searchable database and display it on the website, similar to the one shown on the targeted website. - the displayed feature must be good looking and user friendly. Skills Required: - Proficiency in web scraping tools and software (Python, Scrapy, BeautifulSoup, etc.) - Strong understanding of HTML/CSS and website structures - Experience working with data extraction and manipulation - Ability to clean and organize scraped data effectively - Knowledge of data storage soluti...

Desarrollo de una aplicación en java para escritorio (windows) para realizar scraping sobre un sitio web.

I am seeking an experienced developer who can construct a Google Chrome extension with the ability to scrape information from Google Maps. The data Chrome extension must scrap and Also I need extension with admin panal, We will give Key to activate licence on chrome extension: - Business names - Addresses - Ratings & Reviews - Latitude and Longitude of the places - Business Email addresses - Mobile numbers This information should be exported and saved into a CSV file format. A successful candidate for this project will have a proven track record with Chrome extension development, data scraping techniques and JavaScript programming. Knowledge on social media APIs would be a plus. I look forward to ongoing collaboration on fine tuning this tool.

...information. Scope of Work: * Extracting media data from various websites. * Primarily focused on images and relevant text. Skills and Experience: * Expertise in data scraping tools and methodologies. * Ability to identify and extract image and text data. * Proficient in handling CAPTCHAs or other website scraping protections. * Familiarity with data storage and organization practices. Ideal Candidate: * Should have completed similar media scraping projects. * Must ensure the accuracy of extracted data. * Experience in data scraping without violating terms of service. * Able to deliver organized data within the agreed timeline. Deliverables: * Clean and structured dataset of the scraped images and text. * ...

...functionalities. Here are my specific needs: - Web scraping: You're responsible for the extraction of data from various unspecified websites. Granted, the websites and the data types have not been explicitly stated, your expertise should guide this process. - Automation: This involves creating automated systems for multiple, and as of yet undefined, tasks. You would need to understand my needs and propose suitable tasks that will benefit from automation. - Google API Integration & Selenium Automation: The Python script you create should be well-equipped to work with Google APIs and handle Selenium-based automation. - Data Extraction: This is a key aspect of my project. With your Python expertise, you should be able to extract and handle da...

...BID PLEASE SPECIFY HOW MANY YOU LEADS YOU CAN DO IN ONE HOUR! I'm seeking a skilled data miner to curate a high-quality lead list of roofing professionals throughout the UK. The goal is to fuel our marketing campaigns with fresh contacts. **Requirements:** - Scraping or research proficiency - Access to relevant databases and tools **Contact Details Needed:** - Company Name - Owner's Name - Direct Email of Owner - Phone Number - Address (with Zip + City) - Website Link **Scope:** - Target Geographical Area: All of the UK **Purpose:** - Utilize data for marketing initiatives. **Ideal Candidate:** - Experience in lead generation - Data mining and verification skills - Understanding of UK business data sources - Ability to deliver accurate...

I'm searching for a freelancer proficient in the development of smart c...searching for a freelancer proficient in the development of smart contracts on Ethereum specifically for the purpose of executing a flash loan for personal use. The custom-coded contract I require should be able to make the process seamless on the Aave platform. In addition, the contract must include: - Interest Calculation: A function to accurately calculate the interest should be incorporated. - Flash Loan Execution: The contract needs to execute a flash loan, enabling me to reap financial gains. Ideal candidates for this project should demonstrate a deep understanding of Ethereum contract coding and flash loans. Previous experience in successfully setting up flash loans on...

I am in need of a professional and skilled web scraper who can accurately scrape the following data from a specific eCommerce platform - []: - Product title - Price - Short Description - Description - Image URLs - SKU (Stock Keeping Unit) - Category Structure The freelancer should have the ideal experience and skill set in data scraping, and working with eCommerce platforms. Your primary task will be to navigate through the platform and pull out the required information meticulously. It is also important to assure that the structure of the data scraped remains consistent for easy use. Data needs to be delivered in excel file.

For my project, I am in need of a web page that displays various editable widgets. These widgets would include: - Text Boxes - A widget showing the current weather conditions - A 'Teacher of the Month' acknowledgment widget - A section for a newsletter - And a 'Cute Cam of the Week' widget for lighthearted content The weather widget will need to retrieve real-time weather conditions scraped directly from a website rather than through API or RSS feed integration. Ideal candidates for this project would have skills in HTML, JavaScript, and web scraping. Experience with creating dynamic website content and interfacing website data with external sources is a plus. Strong attention to detail and creativity in widget design will also be apprec...

I'm in need of an experienced R programmer to assist with data analysis, statistical modeling, machine learning, web scraping, and data extraction tasks. The timeline is tight, as the project needs to be completed within 36 hours. Ideal skillset: - Expertise in R Programming - Experience in data analysis and visualization - Sound knowledge of statistical modeling and machine learning - Proficient in web scraping and data extraction Please apply only if you have extensive experience in these areas and can deliver high-quality work within the provided timeframe.

I'm looking for someone proficient in web scraping to download all the demo videos from the website (English-Medium)-1098. The goal is to create an offline study material with these videos. • Preferred Skills & Experience: Prior experience in web scraping, particularly video content, is a must. Basic knowledge about NEET exam pattern and subjects would be a plus. • Job Details: The downloaded videos should remain in their original format; no conversion is needed. Since I've not specified any particular renaming or categorization system, you're free to store the videos efficiently without additional organization. Essentially, I'm seeking a professional who can complete this task efficiently and quickly. I value

I need help in ChatGPT, Artificial Intelligence, ... I have an Excel sheet that has hundreds of rows, and hundreds of pieces of information for each row. I have some of these pieces of information, and missing the others So, I need a freelancer who knows ChatGPT and/or AI to fill these fields from the internet in general Note, this is NOT a web scraping job. Rather, you will need to gather the information from the internet in general

I'm looking for an expert data scraper who can assist in scraping Sportsbook odds from multiple websites like Fanduel, Draftkings, Caesars, Pointsbet etc. Key Requirements: - Able to identify, scrape and capture text as well as images. - Experience with sportsbook websites is beneficial. - Proficiency in data gathering and organization Ideal Skills: - Web scraping - Python - Data Analysis In case you possess expertise in extracting team names, game dates/times, odds and betting lines, that would be an added advantage. Though it's not necessary, as it was not specified in our requirements. Feel free to ask for any clarifications needed to understand the project better. Looking forward to your best bids!

...can help me with a data/web scraping project for personal use. Specifically, I have a list of property addresses located in the United States. I am in search of their ‘Zestimates’. ‘Zestimate’ is a trademarked term for Zillow's (website) estimate of a home's market value. The size of the request can vary but will likely range from 200-800 results. Sometimes the ‘Zestimate’ will not exist. In that case, no need to provide the Zestimate. First assignment is attached (~360 zestimate/rows needed). Please input into column AA. This project will likely be a weekly occurrence. Link to proposed pay structure: Skills and experience required: - Proficiency in data/web scraping techniques and tools

I'm in need of a proficient web scraper who can extract specific elements from a designated website with high precision. The target data to be extracted include product descriptions and their respective pricing. Ideally, this is a task for someone with a keen eye for detail and advanced scraping skills. The specific requirements are: • Extract price data and product descriptions from the identified website. • Deliver the extracted data in a JSON format. • Maintain data integrity during the extraction process. Ideal freelancer must have: • Proven experience in web scraping. • Strong attention to detail. • Proficiency in data extraction and delivery in JSON format.

I am seeking a professional data scraper who can effectively extract and compile textual data from a selection of news websites into a CSV file format. Key tasks: - Raw data extraction from various news websites - Data should be formatted to CSV and Excel for easy data manipulation Ideal freelancer will have: - Proficient skills in data mining and web scraping - Experience with data extraction from news websites would be preferred - Knowledge in CSV file structuring and exporting is essential.

Project Title: Web Scraping I am looking for a freelancer who can help me with web scraping from multiple websites. The main focus will be on extracting text data from these websites. Skills and Experience: - Proficiency in web scraping tools and techniques - Experience in extracting text data from websites - Knowledge of programming languages such as Python or R - Familiarity with web scraping libraries and frameworks Requirements: - Ability to scrape data from multiple websites efficiently - Expertise in handling large amounts of data - Attention to detail to ensure accurate extraction of text data - Understanding of website structures and HTML elements - Ability to work independently and deliv...

I am looking for a freelancer to help me scrape data from a specific website. Website: Data Needed: I am specifically looking All key metrics, returns and name to be filled in excel sheet neatly I have attached a pdf of names of smallcases data I require from the website name above also attached a screen shot of data needed for each small case

...of an expert to mine and retrieve specified data from a particular website. The specific information I need extracted from this site includes: - Text content - Administrative data More specifically, the administrative data I want includes the extraction of text strings. Your responsibility will be to establish a systematic procedure to automate retrieval of this data. Ideal Skills & Experience: - Demonstrable experience in data mining and retrieval - Proficiency in data scraping software or data extraction tools - Familiarity with website structures and administrative data - High attention to detail I need someone who can handle this efficiently and accurately, providing the exact data specified with no ...

...sophisticated web-based task delegation app complemented by an online scraper. The primary objective of this software will revolve around the management of team tasks. As the end user, I should have the capability to: - Allocate tasks to different team members and vice versa - Assign priority to these tasks - Keep track of each individuals’ tasks progress - have a scraper that will scrape specific data to update the tasks status It is vital that the program has an intuitive interface suitable for 1-2 teams handling a variety of assignments. The ideal candidate for this project would undoubtedly be someone who has previous experience designing task management software. Expertise in the following areas would also be advantageous: - Web application developme...

I am looking for a freelancer to build a scraper for specific website(s) to scrape other specified data. The job does not require bypassing any security measures or Captcha. Ideal Skills and Experience: - Proficiency in web scraping - Experience with scraping specific websites - Knowledge of data scraping techniques - Familiarity with data extraction methods - Attention to detail and accuracy in data scraping Must be able to communicate via Teamviewer or Anydesk Explain any special server software or tools required Scrape room price and availability. Possibly image. From Here is an example

Objective: Develop a web scraping system integrated with Artificial Intelligence to extract auction information from a list of websites provided by API. The system will apply filters specified by the API and send the extracted information to another API for storage. Features: 1. Integration with Data Source API: Receive a list of auction websites and search filters. 2. Dynamic Web Scraping with AI: Navigate and extract information, adapting to different website structures. 3. Extraction of Specific Data: Include title, description, auction status, object type, auction type, codes, number of visits, eligible bidders, bids, current bid, location, appraisal values and rounds, dates of rounds, links to notices and documents, photos, case information, ...

I am looking for a JavaScript script for Google Chrome that can extract data from a specific website Functionality: - The script should be able to extract data from webpages - It should automate the task of extracting data from the specified website Website: - The script should be designed to extract data from a specific website that I will provide Skills and Experience: - Proficiency in JavaScript - Experience with Google Chrome extensions or scripts - Knowledge of web scraping techniques Please note that the script should be compatible with Google Chrome and should be able to run smoothly without any issues. The script is to hack a game.

As a business owner, I'm currently in need of a comprehensive Excel database of local busi...a business owner, I'm currently in need of a comprehensive Excel database of local businesses across a multitude of categories. I require a freelancer with excellent web scraping skills and relentless attention to detail, capable of extracting textual content for a range of business types including: - Restaurants - Retail Stores - Health and Wellness facilities - Service-based companies - Hotels - And others if identified The information I ask to be scraped is from a specific website and should include descriptions and other key details of each business. Essential expertise involves proficiency in web scraping techniques. Demonstrable experience...

As a business owner, I'm currently in need of a comprehensive Excel database of local busi...a business owner, I'm currently in need of a comprehensive Excel database of local businesses across a multitude of categories. I require a freelancer with excellent web scraping skills and relentless attention to detail, capable of extracting textual content for a range of business types including: - Restaurants - Retail Stores - Health and Wellness facilities - Service-based companies - Hotels - And others if identified The information I ask to be scraped is from a specific website and should include descriptions and other key details of each business. Essential expertise involves proficiency in web scraping techniques. Demonstrable experience...

...language - Experience in web automation and login automation - Knowledge of web scraping techniques - Familiarity with handling cookies and sessions - Strong understanding of HTTP requests and responses - Ability to handle different email ids for login - Attention to detail and ability to handle edge cases The code should be able to login to the specified website with different email ids automatically, without any manual intervention. It should be able to handle any login challenges or captchas that may arise during the process. We need this project to be completed as soon as possible. Timeliness and efficiency are important factors for us. If you have the required skills and experience, please bid on this project. Include relevant examples of your previous work ...

Project Description: I am looking for a freelancer who can help me scrape the Pinnacle Betting Odds Drop and send it to a Telegram Bot. Scraping Information: - I would like to scrape both the odds and the market information from the Pinnacle Betting Odds Drop. – Sports: all – Market types: all – Minimum drop value: >19% – Odds range: 1.2 – 3.5 – Game start time: 24h – Time interval to calculate drop value: 10minutes - Time Zone: (GMT+1) Frequency of Updates: - I would like to receive real-time updates on the Telegram Bot. Message in the telegram bot - Team 1 - Team 2 Sport & League Date and hour and time to start (Bet to place (Example Over 2.5) Actual odds of the bet we have to add Odds to beat (No-Vig line to beat) Ev (calcu...

I'm on the lookout for an individual skilled in data scraping or lead compilation. My main need is for fully legitimate and recent information on small to medium sized real estate business owners based in the United Kingdom or United States. For each lead, I require: - Full Name - Valid Email Address - Contactable Phone Number - Business Name - LinkedIn - Company website - Position Given the nature of this task; accuracy, attentiveness, and knowledge of data privacy and ethical compliance are crucial. A successful deliverable for this project would be a list where at least 90% of the emails result in successful delivery. If you have a proven track record in gathering business leads with high deliverability rates, you're likely a good fit for this job.

I am lookin...can perform web scraping on a specific website on a daily basis. The script should be able to extract data from the website and store it for further analysis. Requirements: - Experience in web scraping using Python - Familiarity with tools such as BeautifulSoup or Scrapy - Ability to handle data extraction and storage efficiently - Knowledge of data manipulation and analysis techniques - Auto solve Capta Code - Skills: - Python - Web scraping - Data extraction and storage - Data analysis The ideal candidate should have experience in web scraping, specifically with Python, and be able to handle the task of scraping data from a specific website on a daily basis. They sh...

...navigation, user-friendly menus, and features that practically explain themselves. Modern and polished: My brand is all about approachable professionalism. Give my app a UI that reflects that – think clean lines, confident use of space, and maybe a touch of playful elegance. ✨ Tailored to busy professionals: Every tap and swipe should feel designed for efficiency. Help users find what they need in a flash, even when they're juggling a million deadlines. ‍♀️ Mobile-first, naturally: This is an app, not a website! Make sure the UI shines on any screen size, from tiny phone to giant tablet. Bonus points if you can: Read my mind (like, seriously). I'll share some rough wireframes, but I'm open to your creative genius! Blow me away with unexpected solutions a...

I'm looking for a data extraction expert capable of retrieving all product data from JamesAllen.com. This includes product images, product descriptions, and 360 video and images. The scope of work would involve: - Extracting product data from all categories including Engagement Rings, Loose Diamonds, Designer Collection, and more - Ensuring accuracy in data capture - Delivering all extracted data in an organized, usable format Ideal candidates should have previous experience with data extraction and web scraping. Familiarity with e-commerce product data, particularly in the jewelry sector, would be beneficial. Good organizational skills are key, to arrange the data in an easily accessible manner.

I'm in need of someone expert in Selenium to design a script capable of web scraping and data extraction. This Selenium code should be tailored with an aim to efficiently extract textual data. Key Tasks: * Code writing using Selenium for web scraping * Data extraction of text from social media sites * Deployment of the Selenium code on a virtual machine for batch processing Ideal Candidate: The perfect fit would be a data scraper with a solid technical background in Selenium, knowledge in text extraction, and experience in handling VM for batch processing. A good understanding of various social media platforms and proxy management could prove beneficial.

I am in need of a expert who can help me scrape about 200 videos from a web page to download Vimeo video where they are embedded. All the videos on the page need to be scraped. - Purpose The primary purpose is for archiving, giving me the option for future use and backup. - Desired Video Quality I require the videos to be of high resolution, to ensure that they maintain good quality even after downloading. - Video Storage Upon scraping and downloading, you will need to provide these videos to me via Google Drive or any other similar drive. Ideal Skills and Experience: - Proficiency in building or using scraping tools - Experience in handling video files, especially from Vimeo - Familiarity with cloud storage drives (Google Drive etc.) Please, ensure your bid...

Our team is in need of a talented freelancer proficient in web scraping techniques to extract specific information from published articles from established online sources such as The Economic Times, The Business Standard, and The Hindu Business Line. Here's a breakdown of our requirements: - Specific data to extract: We are particularly interested in the article title, author's name, and the publication date. - Frequency: As for how often the scraping should be done, we require a Python code that we can run as and when needed. - Python Libraries: We are open to the usage of Python libraries such as BeautifulSoup or Scrapy to accomplish this task. A successful candidate for this project should have a strong grasp of web scraping tec...

I am seeking a data scraping expert for a project involving extracting data from a particular /askreddit subreddit on Reddit. The following specifics apply: - Data Fields: For each post, the post title and the post text will need to be scraped. - Scope of Posts: Rather than scraping all posts or posts from a specific time period, I need a specific number of posts to be scraped. This exact number will be discussed further following the assignation of the project. - Data Presentation: The scraped data needs to be clearly presented in an Excel or Google Sheets document, organized by columns for easy viewing and analysis. Ideally, I'm looking for someone with proven experience in data scraping, particularly with social med...

I am looking for a proficient Raspberry Pi developer to carry out a data collection and monitoring project. The purpose of this task is to design a system that will collect and track data regarding temperature, humidity, light levels, and pressure in real-time (every 5 minute). The sensors are RS485. Should get real time clock (RTC) over I2C or SPI. Data collected should be logged to a remote database URL (php). The database and PHP code is already done. This data should also be logged on a memory card (or USB flash drive). Ideal Skills: - Expertise in Raspberry Pi operation and coding - Understanding of sensors for environmental conditions data collection - Pyhon or any compatible language for Raspberry Pi This project requires proficiency...

...We are seeking an experienced programmer to develop a system for scraping a Gig App (Ask for Details). The goal of this project is to create a tool that can efficiently retrieve and display available Batches from the Gig App/platform. The bot needs to do this within a few tenths of a second. In some warehouses, this process can be too long, so additional scripting needs to be done to minimize computations and delays to beat out other scripts without using too many resources. Getting Routes (Batches) in these stores can be impossible unless there are more batches than Scripts or those batches come out at the last minute, preventing drivers that are not close by from accepting them. Key Responsibilities: Scraping Batch Data: Develop a system that can scrape and e...

I'm in need of an expert data scraper to gather information from real estate websites. Specifically, we are looking to obtain historical data on rental properties for a set zip code. We're not even sure this is possible to obtain this data since it would need to be data from several years ago. • Expertise: You should have a good understanding of data scraping techniques and tools, as well as experience in handling unrefined data points. • Time Limit: The job needs to be done within a month. Be sure to factor this into your proposal. I look forward to hearing your data scraping strategies and getting started on this project soon.

...programming languages such as JavaScript or Python - Familiarity with Discord API and bot development frameworks Functionality: - Otp generation and verification - Data scraping from external sources - Automated responses to user queries Application Requirements: - Freelancers should showcase their experience in developing Discord bots - Past work examples or portfolio demonstrating successful bot projects - Detailed project proposals outlining the approach and timeline for bot development Overall, I am seeking an experienced freelancer who can develop a Discord bot with functionality including Otp generation, data scraping, and automated responses. The ideal candidate should have prior experience in bot development for Discord and be proficient in program...

Email List/Data Scraping Needed - I am looking for someone who can get email addresses of businesses in certain areas of New York. - If you already have a list that would be great. If not then I need someone who can scrape data and supply me with a list of email addresses. - Ideal skills and experience for this job include: - Proficiency in web scraping tools and techniques - Strong attention to detail - Knowledge of data management and organization - Ability to work efficiently and meet deadlines. I need a list of emails of businesses and/or business owners in the following Counties in New York: Westchester Bronx Rockland Putnam Dutchess Orange Nassau Suffolk Manhattan Please give me your best price for every 500 emails you can deliver....

I am looking for a web scraping expert to help me collect Instagram followers data. Specifics: - I need to scrape data from one specific website, namely Instagram. - The data I require is text content only, such as usernames and follower counts. - The collected data should be parsed and organized in a CSV file format. Ideal Skills and Experience: - Proficiency in web scraping techniques and tools. - Experience with scraping data from social media platforms, particularly Instagram. - Strong knowledge of parsing and organizing data in CSV format. Please provide examples of previous web scraping projects you have completed, particularly those involving Instagram data. The Final Output type s...

We are looking for a Programmer/ Developer that is able for creating a web scraper that can : - Scrape the games list data from ( Website is in Hebrew ) - Accurately match these game statistics to a second website : https://www.365scores.com. - Ensure high data quality and precision - Deliver collected and matched data in an organized, usable format Our Purpose is to show organized information&Statistics about the games that are listed weekly at . ( Must : Each Game has a Poll on the 365scores that asking users " who will win " )

...desktop application to scrape text data from a website. This project is not about image scraping, it solely focuses on extracting textual content. The application may have to bypass potential barriers such as CAPTCHA, Javascript tricks, or IP blocking on these websites. Ideal Skills: - Strong understanding and experience in Python or other languages like Java, PHP, C#. - Familiar with popular web scraping libraries/frameworks like Beautiful Soup, Selenium, Scrapy or similar tools. - Experience of working with APIs - Basic understanding of news websites structures and HTML. Main responsibilities of this role: - Developing a user-friendly desktop application. - Extract text data from news websites. - Ensure the application can handle a vast amount of...

...help me collect data of schools and play schools from Google Maps. Specific Information Needed: - Name - Address - Contact Number - Email Geographical Area: - Local area Data Organization: - By geographical location - By Type of School Ideal Skills and Experience: - Proficient in web scraping - Familiar with Google Maps - Attention to detail - Ability to organize data effectively - Strong communication skills This project requires meticulous data collection and organization. The freelancer should be able to scrape the required information from Google Maps and organize it based on geographical location. The data should include the name, address, contact number, and email of each school or play school. The ideal freelan...

Web Scrape - I need to scrape text data from the source website , sort by state "Running". I need all logs for currently active runs, here is an example of what logs page looks like, I need ALL of the logs on this page. - The data needs to be scraped just now - Ideal skills and experience: - Proficiency in web scraping techniques and tools - Familiarity with extracting text data from websites - Ability to scrape data in real-time or on-demand