Data web scraping jobs

Hi Amr E., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

A small web content scraping and enrichment project. Once data set needs to be downloaded, the other two are existing just for enrichment. Minnesota We do not yet have the data, it needs to be downloaded from this source: Select "continue as guest". Export License/Reg Discipline by value "Electrical". Output is limited to 1000 results so it will have to be iterated by zip code (). There's around 800 zip codes. Deliverable format is a single XLS joined together of the results. Exclude the header when joining so it's not duplicated throughout the sheet. No enrichment is needed for this data. Wisconsin: Enrich a list of 4529 companies that includes company name, city, state, zipcode. Enrich data

I am seeking an efficient and skilled professional to collate textual data on one, very simple website along with its subdirectories and convert it into CSV format. This will require a robust understanding of efficient data scraping techniques, as the existing data is in HTML format. Key requirements for this job include: - Proven experience in data extraction from websites. - Strong knowledge of HTML. - Proficient in creating CSV files from extracted data. - Ability to complete the task within a month. The ideal candidate will be able to work promptly, ensuring accuracy and quality in the data translated into the CSV format.

I'm initiating a marketing campaign requiring a sizable email list centered on Japan. My aim is to launch a targeted and effective outreach, relying on this list. Key obj...comprehensive list of over 100,000-200,000 valid email addresses. - ***Only need email address. Without name, address etc. - Focus on contacts relevant to the Japanese market. - Ensure deliverability and compliance with anti-spam regulations. - Organize data in a clear, usable text file format. Ideal candidate skills: - Experience with email marketing campaigns. - Proficiency in data scraping and validation. - Knowledge of Japanese market dynamics. - Understanding of data protection and privacy laws. Looking forward to connecting with a data-savvy expert who can propel my mark...

In my pursuit to gather insightful data, I'm keen on obtaining specific information about online storefronts. The data I'm primarily interested in includes the following: - Storefront URL - Company name - Physical address - Email address - Telephone number This information is paramount in understanding the operational landscape on Amazon.de. I'm seeking a professional with proficiencies in data extraction, mining, and analytical synthesis to carry out this task quickly and efficiently. Ideal candidates should have a solid background in web scraping and data retrieval, with a keen eye for extracting accurate and relevant information. The urgency of this project is high - I require these insights immediately to capitalize on preva...

In my pursuit to gather insightful data, I'm keen on obtaining specific information about online storefronts. The data I'm primarily interested in includes the following: - Storefront URL - Company name - Physical address - Email address - Telephone number This information is paramount in understanding the operational landscape on Amazon.de. I'm seeking a professional with proficiencies in data extraction, mining, and analytical synthesis to carry out this task quickly and efficiently. Ideal candidates should have a solid background in web scraping and data retrieval, with a keen eye for extracting accurate and relevant information. The urgency of this project is high - I require these insights immediately to capitalize on preva...

Data Scraping and Tool Development Design scraper engine and schedule task : Design and develop a robust website spy ads tool with a primary focus on effective data scraping methodologies. Implement advanced web scraping techniques to collect comprehensive data on online advertising strategies employed by competitors. Collect and store ads from platforms like tiktok facebook youtube and save them to aws s3 Regarding the details of the scraped ads, we must obtain information such as Impressions ad Likes ad Shares ad Ad cost ad Data Analysis: ad Product link: and other add details. Develop algorithms and analytics to process and analyze the gathered data, providing actionable insights to users. Ensure the accuracy and relevan...

1. Your task: Scrape 200 Verified and working Phone numbers. 2. Market: Online coaches and consultants. Examples of them include: Mindset coaches, High-Performance coaches, Communication coaches, Business coaches. 3. Deadline: Sunday 27th January 10am GMT. As soon as possible. 200 Verified and working phone numbers for $20. If the leads are good, we will hire you again. First show me a sample criteria of 10 leads with the criteria above - if it is good we will work together. Any questions, let me know.

...candidate will demonstrate a honed ability to meticulously gather comprehensive data from every page within the PDFs and proficiently convert this information into a coherent and organized format suitable for my operational needs. Key Requirements: - Proven experience in data scraping and extraction from PDF documents. - Ability to handle large volumes of data with precision. - Competence in software or tools that automate the extraction process. Ideal Skills & Experience: - Expertise in data extraction tools and software. - Familiarity with PDF data structures and text extraction. - Proficient in data organization and formatting for ease of use. - Strong attention to detail and accuracy. - Prior success with similar data ext...

...efficient automation script or program that will: - Open my spreadsheet automatically. - Retrieve numerical data from website links in column A. - Log the extracted plain digits into corresponding columns B and C. - Loop through the process for each subsequent link. - Save changes after each extraction. - Cope with analytical tasks involving membership details. REQUIREMENTS: - Proficiency in writing scripts with Python, JavaScript, or another suitable language. - Experience with web scraping and data extraction tools. - Comfortable working with various spreadsheet formats. - Ability to handle spreadsheets and web automation simultaneously. - Keen eye for detail, specifically with numerical data. - Understanding of membership-based website stru...

I am currently seeking a proficient Python coder who is experienced in web automation and scripting. The key tasks that need to be carried out include: - Data analysis - Web scraping - GUI development The primary goal of this project is to automate and script web-based services. As such, a deep understanding and knowledge of web-based systems is an absolute necessity. The ideal candidate would have a strong background in Python coding, data analysis, web scraping and GUI development. Prior experience in web-based services automation and scripting would significantly strengthen your bid. The focus of your work will be to drive the automation of web-based services, making expeditious completion of this project a ...

...efficient automation script or program that will: - Open my spreadsheet automatically. - Retrieve numerical data from website links in column A. - Log the extracted plain digits into corresponding columns B and C. - Loop through the process for each subsequent link. - Save changes after each extraction. - Cope with analytical tasks involving membership details. REQUIREMENTS: - Proficiency in writing scripts with Python, JavaScript, or another suitable language. - Experience with web scraping and data extraction tools. - Comfortable working with various spreadsheet formats. - Ability to handle spreadsheets and web automation simultaneously. - Keen eye for detail, specifically with numerical data. - Understanding of membership-based website stru...

I am seeking a skilled Python developer with expertise in troubleshooting to resolve an issue with an application. The main purpose of the application is data analysis, web scraping and automation. Currently, the application has been crashing or freezing right at the startup. The ideal candidate for this job should have: - Extensive experience in Python programming - A background in data analysis, automation and web scraping domains - Proven track records troubleshooting application start-up crashes or freezing - Good problem-solving skills, ability to diagnose and fix bugs efficiently. Your main task will be to identify and fix the issue causing the application to crash during the startup. This is a critical project, so a timely resolution i...

I'm in need of a skilled freelancer to help me collect product information from a Website. - I require the extraction of detailed product data. Ideal Freelancer Should Demonstrate: - Proven experience with web scraping. - Proficiency in scripting languages (e.g., PHP). - Familiarity with scraping tools and frameworks - Ability to navigate and respect and scraping ethics. - Efficient data handling (storing results in a structured format like CSV, TXT).

Hi I am looking for scraping RERA Agents Data from Maharashtra state With Best Regards sangram

...extract text and image data from a specified website and deliver the information through a structured API endpoint or other alternative method. I intend to develop a website that displays ongoing auctions on Copart and IAAI, featuring a bidding option. The site, designed as a single page, will showcase auctions and allow users to filter results based on various criteria. To achieve this, a mechanism for data retrieval and a straightforward website creation process will be required, including pre-filtering mechanisms for the incoming data. Requirements: - Proficient in web scraping technologies. - Able to identify and extract text and images accurately. - Experienced with API development for data delivery or any alternative ways for delivering ...

...news monitoring web app that provides competitor analysis on Environmental, Social, and Governance (ESG) topics for different brands with data from Google News. 1. Data collection: Data Collection - Familiar with Google News API (oxylabs/scrape it cloud) or web scraping and APIs: Use web scraping tools (e.g., Beautiful Soup, Scrapy) or APIs (e.g., news aggregator APIs, social media APIs) to collect news articles and reports. Ensure to comply with legal and ethical guidelines. - Keyword Filtering: Filter collected data based on ESG-related keywords and the companies of interest. 2. Competitor Analysis -Comparative Metrics: Develop metrics for comparison, such as frequency of positive vs. negative mentions, prominence of ESG...

We are seeking a highly skilled and experienced web scraper to undertake a complex project involving scraping a specific website for detailed product information. This project will be divided into two phases and requires the development of a comprehensive Intranet site to manage and parse the scraped data effectively. Project Overview: Initial Requirement: Conduct a feasibility study before starting the project. Successful completion will lead to future collaboration opportunities. Expertise Demanded: Applicants must demonstrate their expertise with samples of previous work. The quality and efficiency of the code will be rigorously tested. Phase 1: Data Scraping and Database Integration Input: Read an Excel sheet listing products. Target Website: Navig...

I am in need of a freelancer who can provide me with corporate email contacts in the fast-fashion industry (IG account with/within 100k followers) for business pitching. I do not have any specific criteria for the contacts, ...freelancer who can provide me with corporate email contacts in the fast-fashion industry (IG account with/within 100k followers) for business pitching. I do not have any specific criteria for the contacts, so any contacts in the industry will do. I am seeking between 100-500 corporate email contacts. Ideal Skills and Experience: - Experience in data research and collection - Familiarity with the fast fashion industry - Proficiency in using email scraping tools or other methods to gather email contacts - Attention to detail to ensure accurate and up-to...

I require an experienced web scraper to extract specific content from Website 1. The task will involve precisely locating and scraping product descriptions, ensuring accuracy and efficiency. **Requirements:** - Scraping product descriptions from a designated website. - Capability to bypass any anti-scraping measures. - Organizing extracted data in a usable format, such as CSV or Excel. **Ideal Skills:** - Proficiency in web scraping tools and software. - Experience with HTML/CSS, and possibly JavaScript. - Understanding of data extraction techniques. - Ability to deliver data in a clean, organized format. **Expectations:** - Honesty about delivery timelines. - Immediate notification of any challenges faced. - Respect for the...

...1. Web Scraping: Automated extraction every 30 minutes. Smart mechanisms to prevent duplicate entries. Robust error-handling and rate-limiting. 2. Data Analysis: Detailed ticket price comparisons. Display of percentage and absolute differences. Handling scenarios with unavailable tickets on either platform. 3. Data Storage: Structured storage in SQL database or Google Sheets. Efficient identification and skipping of previously scanned entries. 4. User Interface (UI): User-friendly interface for result review. Manual initiation of scans with venue selection. Display of entry URLs and associated details. Venue list management (add, remove, edit). Google Authentication for secure user access. Technical Proficiency: Proficient in Python, utilizing BeautifulSoup a...

Requirements : 1- There will be curry links to get all customer reviews of the product, regardless of how many reviews 2- if there is reply to review the reply information will be acquired 3- from the reviews , product name, review, rating, scores, review date, informations will be acquired 4- final outcome will be a csv file with all features as columns. 5- the script will be runnable in any python env wit given params, based on he given review count limit it will limit the number of reviews (it might be needed for the products has too many reviews ) 6- it should show the status of the run for example 3 out of 10 links completed or such a status logs which can be monitored by user 7- the code should be robust and should have retry capabilities in case of aborted api connection ...

I'm looking for a competent, experienced Java developer to create an automation program that will aid in boosting a certain product on the 'most viewed' tab on a website. This tool should provide invaluable functionalities : - Effective boosting strategies: I'm particularly interested in a func...that will aid in boosting a certain product on the 'most viewed' tab on a website. This tool should provide invaluable functionalities : - Effective boosting strategies: I'm particularly interested in a functionality that will improve my product's rankings, creating greater visibility and increasing potential customer engagement. Ideal candidates will have considerable experience in Java, web scraping, and automation. Please include samples...

I'm looking for an expert to develop a specific Node.js scraper for one website. The scraper will focus...expert to develop a specific Node.js scraper for one website. The scraper will focus on gathering text content, images, and links, delivering comprehensive, precise information. What You Should Know: - Expertise in Node.js is crucial for this task. - Experience with site scraping, particularly with NGINX and Proxy configurations is vital. Task Requirements: - The scraper must be custom-built to mine one specific website. - It should effectively gather a blend of text content, images, and links. - Finally, I want the data output to be in the format of node js scraper. By utilizing these skills and adhering to these task requirements, all the output will suit my pr...

I'm looking for an expert in Python-Sel...websites with popup windows. Requirements: - Proficient in Python programming - Extensive experience with Selenium for browser automation - Ability to work with dynamic content (e.g., content that loads on click) - Knack for identifying and solving challenges related to web scraping Responsibilities: - Develop a Selenium script in Python that automates data extraction from one website - Guide me through the setup and use of the automation on my system Ideal Candidate: - Someone with a strong background in web scraping using Python-Selenium - Good problem-solving skills and an eye for detail If you're confident in your Selenium and Python abilities, I would love to see your proposal and discuss how w...

...- An AI assistant that can fetch detailed product information upon request. - Integration with our existing ecommerce platform, providing quick and accurate responses to user queries. Ideal Skills and Experience: - Proven expertise in AI development and natural language processing. - Experience with ecommerce website integration, particularly custom-built platforms. - Strong background in data scraping and information retrieval. - Familiarity with creating user-friendly interfaces for AI interaction. Project Timeline: - Immediate start with the aim of rapid development and deployment. I'm looking for someone who can hit the ground running on this innovative project, ensuring our customers have instant access to product details. Delivering a seamless and intellige...

I require a good freelancer for a simple data scraping exercise. I require the freelancer to scrape product information from my wishlist on a ecommerce site (aliexpress). The data I require to be place in columns within a spreadsheet is as follows:- Product name Review rating Number of reviews Number sold Product price Shipping cost Shipping Time Product Description Product specification Name of store Product Category: jewellery, toys, accessories, men’s clothing etc (Aliexpress categories) Image Location Link URL's (can be obtained by right clicking on the image's and selecting copy image location) Video address (can be obtained by right clicking on the video and selecting copy video address) Product Link I require all my products in my wishlist ap...

We are seeking a highly skilled and experienced web scraper to undertake a complex project involving scraping a specific website for detailed product information. This project will be divided into two phases and requires the development of a comprehensive Intranet site to manage and parse the scraped data effectively. Project Overview: Initial Requirement: Conduct a feasibility study before starting the project. Successful completion will lead to future collaboration opportunities. Expertise Demanded: Applicants must demonstrate their expertise with samples of previous work. The quality and efficiency of the code will be rigorously tested. Phase 1: Data Scraping and Database Integration Input: Read an Excel sheet listing products. Target Website: Navig...

To convert a Python file (.py) to an executable file (.exe)

The objective of this project is to optimize an already functional web scraping program in python for the Betsson betting website, (IMPORTANT NOTE: it has to be betsson Spain), to extract odds from various Spain football competitions: La Liga, Copa del Rey, and the Champions League. The odds to be extracted include the Total Goals market and Both Teams Score, as shown in the attached screenshots. A functional Python program using Selenium is provided and can be executed to analyze the requeriments. The problem lies in excessive RAM consumption (~6GB once the webdrivers are created) and the initial time required for creating the webdrivers. I would consider acceptable a memory consumption of up to ~2GB. The less, the better. Once the webdrivers are created, it takes less...

I am looking for a data scraper who can help me with my project. The ideal candidate should have experience in web scraping and be familiar with SQL databases. Specifics: - The project involves scraping website URLs. - The scraped data should be stored in an MS SQL format. - The data needs to be scraped continuously (every second), on an ongoing basis. Nature of Work: - Retrieve Data (15 mins & Hourly Table) - Add option to change MSSQL login & pwd details - Attached Screenshots for Reference data Tables - Retrieve data continuously (every second) from below url's ,69,1081628,160,1,49776&curr-name-color=%230059B0&fields=15m,1h Gold Ratios Data from Kitco url (attached screenshot) : Skills

...skilled developer to create an Android app that will extract crucial data from restaurant websites. Here's what I need the app to accomplish: - **Menu Insights**: Capture menu items along with their prices. - **Operating Hours**: Record restaurants' business hours. - **Contact Capture**: Collect essential contact details. **Skills Needed:** - Proficient in Android app development - Experience with web scraping technologies - Familiarity with handling and storing extracted data - Strong attention to detail - Effective in mapping and database integration **Experience Required:** - Previous projects that involved web scraping - Portfolio with Android apps - Understanding of RESTful APIs and JSON/XML By efficiently gathering this da...

I'm seeking a skilled web scraper with experience scraping the 1688 website in china. The focus will be on the Fashion and Apparel category, which is close to 200,000 products. Your Job: - Scrape product details including the title, description, images, and price, along with all images in the description and sizes - Arrange and deliver the scraped data in a JSON file. Necessary Skills: - Proficient in web scraping, particularly with large volumes of data. - Familiarity with 1688 website scraping. - Experience working with JSON files. This is a large project, so efficiency and attention to detail are crucial. Experience with similar projects will be highly regarded.

I'm in need of an automation tool designed using JavaScript. This tool will be utilized to automate a series of tasks on a specific URL. The task is a simple process: • Visit the URL • Login using basic username/password authentication • Input the required details including name and password • Navigate to the "Orders" • Out of "Downloaded" or "New", select "New" by checking the box next to it • Choose to "Download" and specify the format as ".csv" • "Save as" in select folder • Logout This entire cycle needs to be repeated every 30 minutes. The optimal freelancer for this project needs to have a knack for precise, error-free automation and proficiency in JavaScript. A re...

In need of a skilled freelancer who can help with scraping data from a website immediately. The focus is on data analysis and thus, I am particularly interested in collecting broker names and their corresponding statistics from the following website: Ideal Skills and Experience: - Proficiency in web scraping - Knowledge of data analysis Your prompt response will be greatly appreciated as the need for this project is urgent. You will not only scrape data but also play a crucial role in analysing market trends and patterns to inform our business strategy.

...looking for a talented freelancer who can efficiently perform data scraping from e-commerce websites, focusing on extracting product information and pricing details. After collecting the relevant data, manual data entry might be required along with some level of graphic design to present this data effectively. **Key Responsibilities:** - Conduct thorough market research scraping. - Extract specific data from chosen e-commerce platforms. - Input data into a structured format for analysis. - Create graphical representations of the collected data. **Ideal Skills:** - Proficiency in data scraping tools and software. - Experience with e-commerce platforms. - Strong attention to detail for manual data entry....

...research initiative, I am seeking a skilled web scraper able to procure detailed information about my competition. The precise data requirements include: - Competitor Pricing Strategies: I need to understand how my competitors have priced their products, if there are any promotional offers, discounts, or seasonal variations in pricing. - Product Offerings: I need to ascertain the diversity and uniqueness of their product lineup, comparing them to the ones my business offers - sizes, variants, special editions, etc. - Marketing Tactics: I am interested in learning the promotional strategies my competitors use. Do they leverage social media marketing, SEO, PPC, content marketing, etc.? Having prior experience with market research and web scraping will be a...

I'm in need of a skilled programmer proficiant in Java, Python, and C++ for a crypto trading bot that utilizes PPO and sql as learning technuiqes, based on the coinbase api and a scraping method along with being compatible with trading view. I would also like to automate the program as well in terms of buying and selling at certain times. I woukd also like the program to be compatible with other individuals pc’s as well and not just mine, utilizing the individuals wallet key or whatever is needed with a start stop button. Having the ability to create my own passwords as well to access the program would be nice as project duties will include: - User interface design: Creating an intuitive and user-friendly interface for easy maneuverability. - Algorithm development: Devel...

...talented Python developer to extract vital data from Website A. If you are someone who's not only adept at scripting but can also effortlessly mine the depths of data, then you are the person I need. Here's what I expect: - Scraping product information and pricing details from Website A promptly. - Ensuring high accuracy of the data extracted. - Addressing potential website anti-scraping mechanisms with skill. - Efficiently organizing the scraped data into a structured format, ready for analysis. **Skills Required:** - Proficient in Python and web scraping libraries (BeautifulSoup, Scrapy, etc.) - Experience with handling anti-scraping technology. - Strong understanding of HTML/CSS and website structures. - Abili...

...precisely harvest a list of particular data elements from eBay listings. PRIMARY REQUIREMENTS: - Extract the following data: * Product titles * Prices * Seller ratings * Universal Product Codes (UPCs) * Item condition * Shipping costs * Seller's country * Best Offer availability * Buy it Now option * Positive Feedback Rate * Item URL TECHNICAL FREEDOM: - Open to the best-suited programming language. - Facilitate an easy self-execution process. OUTPUT SPECIFICATION: - Delivered via a straightforward and user-friendly script or software. - The ability to output data into a structured format ideal for analysis. IDEAL CANDIDATE: - Proficient in data scraping methodologies and web automation. - Experienced wi...

Need scrape expert to scrape data from website that feeds dynamic live data with websocket, and create an API for it.

I need to scrap a website , so I need python and webscraping expert

...for a skilled freelancer to execute a data scraping project from a particular B2B website. The goal is to compile an extensive dataset that will later be used for my business analysis. **Key Task:** - Extract detailed product information from a specified B2B website. **Skills & Experience:** - Proven experience in data scraping and web harvesting. - Familiarity with data scraping tools and software. - Ability to handle and maneuver through B2B platforms. - Strong attention to detail to ensure accuracy of gathered data. - Proficiency in data sorting and organization. **Project Deliverables:** - A comprehensive list of product details scraped from the site. - Data must be delivered in a structured format such as ...

...looking for an experienced and skilled individual to create a custom tool for a web scraping project. The successful candidate will develop a Python script or an executable file (.exe) tailored to our specific needs. Project Overview: Objective: The primary goal is to develop a tool that automates the process of extracting specific data from a designated website. Functionality: The tool will open an existing spreadsheet. It will read and parse a specific string (or strings) from the spreadsheet. The tool will then navigate to a predefined website and perform a search using the extracted string. After conducting the search, it will parse relevant data from the website. Finally, the tool will input the gathered data back into the spreadsheet, updating...

I'm in need of a proficient web scraper to extract data in the forms of text content and contact information consistently from social media platforms. The details needed include names, addresses, phone numbers, emails, and relevant texts. Your tasks would include: - Developing and implementing a scraping strategy aligned with my project requirements. - Regularly updating the information to ensure all obtained data remains current. Ideal skills and experience: - Proven experience with web scraping, especially social media platforms. - Strong knowledge of Database Tables as the extracted data needs to be optimized and systematically structured in this format for my use. - A technical understanding of social media algorithms and data...

I'm in need of assistance to automate the extraction of text content from entire web pages. This data should be obtained in plain text format without any further formatting or styling. The end goal is to swiftly and accurately import website information into my system, enhancing efficiency. Ideal skills and experience: - Proficient in web scraping techniques - Familiarity with site-mapping and website navigation - Understanding of the technologies used in the target website - Ability to handle potential blocks/captchas - Knowledge of programming; prefer Python or equivalent scripting languages - Understanding of HTML, DOM, XPath, or regular expressions - Strong problem-solving skills to tackle complexities that might arise during the project. Please make ...

I'm searching for a dedicated Flutter developer who can efficiently scrape user device information for a flutter app. the device would scrap user demographic information, location (approximate), app usage to make a profile. I do not need you to create the profile. the only work would be to make a script to fetch this data and process in a format for the machine learning to be performed. please check the data format i shared. please bid only if you want to work and on a budget of 25 euros.

Hello, I need a programmer who has great skills in following: - Python - API , API rest - Very strong mathematically skills - Understand EV+ or are fast to learn from proven methods with articles t...following: - Python - API , API rest - Very strong mathematically skills - Understand EV+ or are fast to learn from proven methods with articles that I’ll send you. - Automation , execution Great UX design in cloud or .exe More info will be received when you message me, but basically : 1. Web scrape 2. Apply filter to the python application that contains proven EV+ mythology 3. Execute to opponent if filters that are applied are compliant according to the method. 4. Contains a lot of automated scraping and some automatic reset is required because scans sho...

...detailed data from Uber, specifically focusing on ride fares, driver details, and trip durations. Furthermore, I'm interested in scraping key information from restaurant websites to complement this data. My specific focus for restaurants includes menu items and prices, business hours, and contact information. The ideal candidate for this project will have a strong understanding and experience in data scraping and analysis. Having familiarity with Uber's API for obtaining longitude and latitude will be a definite advantage. Key skills and experience required: - Expertise in data scraping and analysis - Knowledge of web scraping tools - Experience in working with Uber's API - Familiarity with restaurant ...

...Process Automation (RPA) that must carry out two principle roles on a website: data scraping and automated testing. Details: - Primary Task: Development of a robot/application that has the capacity to scrape data. - Verifying Functionality: Aside from scraping, the robot must be built to perform automatic testing on various site functions. Ideal Candidate: The ideal candidate needs to have a substantial understanding and proficiency in web automation, data mining, RPA, and software testing. An ability to deliver promptly is paramount, following an ASAP timeline. Please note: - I don't necessitate scraping for precise data. The scope is broader, so your expertise in setting up a versatile, amalgamated scraping/test...