Scripts used web scraping jobs
I'm looki...Telegram group via API integration but currently, it isn't purchasing as expected. Specifically, I'd require someone who could: - Identify and fix the issues that prevent it from purchasing and selling the scraped coins. - Make sure the bot interacts properly with the Latoken cryptocurrency exchange. This task would suit someone with a strong background in bot programming, API operations, web scraping, and experience dealing with cryptocurrency exchanges, particularly Latoken. Knowledge of crypto trading bots' operational peculiarities would be a major plus. Your task would be to get it back to working condition, ensuring all functions operate as they should. This job will evolve into continuous maintenance and development of bot's feat...
I'm looki...Telegram group via API integration but currently, it isn't purchasing as expected. Specifically, I'd require someone who could: - Identify and fix the issues that prevent it from purchasing and selling the scraped coins. - Make sure the bot interacts properly with the Latoken cryptocurrency exchange. This task would suit someone with a strong background in bot programming, API operations, web scraping, and experience dealing with cryptocurrency exchanges, particularly Latoken. Knowledge of crypto trading bots' operational peculiarities would be a major plus. Your task would be to get it back to working condition, ensuring all functions operate as they should. This job will evolve into continuous maintenance and development of bot's feat...
...GB of RAM. If I were to free up 12 GB of RAM, then I could open [takes out pencil and paper, calculates furiously for a few minutes] 120 websites. That limitation would not bother me because I plan to scrape not more than a hundred pages each day. In other words, I do not plan to scrape hundreds of thousands, nor tens of thousands, nor even thousands of websites each day. I plan to use your scripts on a relatively small scale of not more than one hundred websites each day. ******* TESTING ******* You must test your script on Linux Mint 21.3 Cinnamon Edition to ensure that it runs properly on Python 3.10.12, on the current stable version of Google Chrome, on Linux Mint 21.3 Cinnamon Edition. I do not care if your script runs on any other operating systems or any other browser...
...by a single person. For instance, commercial food blenders can blend thousands of vegetables in less than 30 minutes in a food processing environment, whereas a non-commercial blender cannot. - Check and list products that do not meet UK or EU standards. - List products that do not have a clear description, images, and videos. Your ideal skill set will include: - Profound experience in data scraping and mining - Familiarity with Shopify's product structure - Strong data organisation skills - Experience working with sales data and commercial filters Once the above has been completed, 1,000 commercial products need to be sourced, edited with video, pictures, and content, and added to the Shopify site. The order in which these products need to be added needs to be agreed upo...
I need an Excel 365 PowerQuery or VBA script that can fetch daily market data and handle potential data source interruptions or changes. Google Shhets example =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). <Where C31 = Cell...example =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). <Where C31 = Cell containing the Stock eg GB00B8XYYQ86, LU1033663649 or GB00B0CNH163 I need an identical function in MS365 Excel - either with PowerQuery OR VBA (preferable) Ideal skills: - Proficiency in Excel 365 and PowerQuery and VBA - Experience in web scraping and handling dynamic data sources. I am after a fixed quote for this project.
...that can send out automated emails through Gmail. This task should be accomplished with an appropriate scripting language for Gmail's environment. Key Requirements: - Send out notification emails. - The notifications will be for scheduled reminders and service status updates. - Targeted audiences are all users and selected groups. Relevant skills include proficiency in JavaScript (as Gmail Scripts commonly employs this language) and familiarity with Gmail's API. Knowledge of handling scheduled tasks and interaction with user databases is also beneficial. In short, I'm looking for a coding and Gmail expert who can automate the process of sending important reminders and status updates to our users. The system should handle all users while also having the option t...
I am looking for someone experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure accuracy of the ...
• Experience with Testing tools Experienced using SQL Advanced experience developing test metrics and reports Experience with Automated Testing Five (5) • years of Testing experience in a Software Development Lifecycle environment Five (5) • SQL and PLSQL Programming in SQL ...Engineer IV participates in the development and implementation of procedures for maintaining and or enhancing the integrity of Santander-s system application • Ensuring the existence of development and service standards • Ensuring that requirements are clearly defined and testable • Responsible for the creation and execution of detailed test plans and scripts to verify software functionality and adherence to business requirements • Execution of scripts will include rep...
I need a fully bilingual professional (I will interview in English) to do some tasks for my agency such as: PR Outreach Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Wordpress And others You must be a fast learner, attentive, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes. This job will start part-time as a test period, after that it will be full-time. Payment for part-time during trial period: Fee: 250 USD Performance bonus: 50 USD Results bonus: 50 USD If your work complies with my quality requirements and you give more than asked, you’ll get performance and results bonuses each month. After a two-month...
I'm looking for a developer to create a simple starter trading script. This is can be based on another script and does not need to be written from scratch. Develop a simple script that buys a particular cryptocurrency when it drops X% and sells it when it recovers Y%. Onc...like AWS that I'd have to manage and continually monitor for uptime, etc. The script should allow for easy parameter adjustments. Considerations for adding various cryptocurrencies such as Litecoin, Dogecoin, etc. Preferably, the script should be hosted on a cloud platform to alleviate personal management responsibilities. How to Apply: Please provide examples of previous cryptocurrency trading scripts you've developed, along with your approach to meeting the outlined requirements. Looking for...
I'm looking for a talented freelancer who can assist with scraping automobile ads from website. Key Requirements: - Scraping specific automobile ads. - Extracting ad titles, descriptions and prices. The ideal candidate should have: - Experience in web scraping. - A strong understanding of data collection from websites. - Attention to detail to ensure accurate extraction of data. Please note that the exact websites and the car details are not provided yet, so the freelancer should be able to work with changing parameters.
I want to scrape daily leads from LinkedIn Jobs, Indeed Jobs, , etc. The task involves extracting data from these job sites and exporting it to Excel sheets. It would be preferable to have some kind of automation that reduces human dependency in obtaining leads every day. If someone has already set up a similar process before, I would prefer that. Preference will be given to those who have previously performed lead extraction tasks for recruitment websites.
Create an executable scraper in Python that can extract the SKU (product) list from the following Indonesian online grocery apps: - Astro - Sayurbox - Segari The scraper must be IP-block tolerant, meaning if the scraper gets blocked, execution can be continued from the point where the last row of data was successfully extracted. Scraper Functions Function: list_category_tree Input: competitor_name(astro | sayurbox | segari), existing_csv (optional - CSV file to append to for continuing execution, if the scraper stopped or got IP blocked) Output: CSV of category tree with the following columns (scrape_date, URL, category name, position index, parent_category (null if top level)) Function: extract_sku Input: competitor_name, location (autocomplete place from google maps API), category ...
...opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped data. Customize the scraper to meet our specific requirements and adapt to any changes or updates in the target websites. Deliver the scraped data in a timely manner, adhering to project deadlines. What We're Looking For: Proficiency in web scraping techniques ...
...and want to set up several plot-driven chatbots from the perspective of characters involved in specific scenarios. Looking to set up a chatbot that would guide a player through pre-determined story in messaging format. To enable world introduction and immersion, we want to set up chatbots in the style of "solo text RPGs", with characters actively engaging players to drive the storyline. We have scripts for several stories, featuring original characters, and are looking to set up chatbots that would allow these characters to proactively message the player and guide through the pre-determined plot, reaching a specific conclusion. Let's say a character is a player's roommate who forgot a book at home in a different town. The character proactively messages the p...
I am seeking a competent scriptwriter and researcher who is knowledgeable about Indian history, culture, and other interesting global topics such as space, disasters, ...include: - Strong command of Hindi language - Proven expertise in scriptwriting - Skilled in researching and Sourcing. - Background in YouTube content creation is a plus. Freelancers who apply should provide the following: - Evidence of past work (preferably related to Indian content) - A written sample using a topic that I will provide. The right candidate should be able to create engaging scripts that are well-researched and accurate, yet easily comprehensible to the average viewer. Do you have the passion and the skills to help bring unexplored topics to life on our YouTube channel? I look forward to your...
...improvement for better user experience across devices. Requirements: Proficiency in PHP and experience working with PHP MicroJobs Scripts. Strong problem-solving skills to identify and fix bugs efficiently. Ability to optimize page responsiveness for various devices. Excellent communication skills to provide regular updates on progress. Deliverables: Resolution of all identified bugs on the offer/gigs page. Improved page responsiveness for seamless user experience. Clean, well-documented code changes for future reference. Timeline: Flexible, but aiming for completion within [insert timeframe]. If you're confident in your PHP skills and have experience with MicroJobs Scripts, I'd love to hear from you. Please include relevant experience and examples of past pro...
I'm in need of a skilled scriptwriter who can craft a compelling Spanish script for a 2-minute educational corporate video. The aim of ...script for a 2-minute educational corporate video. The aim of this video is to educate professionals and companies about a specific topic. Ideal skills would include: - Native Spanish proficiency - Strong background in scriptwriting - Experience in creating educational content - Understanding of corporate communication - Ability to write engaging and informative content - Familiarity with video scripts and voice-over requirements Your script should be: - Succinct yet informative - Able to convey complex ideas in an accessible way - Appropriate for a professional audience Please share any relevant experience and provide a sample of your wo...
I'm looking for a professional photographer to help capture our used car inventory. This will be used for our online platform and listings. Key Responsibilities: - Photographing under 50 used cars - Ensuring that the photos are of high quality, showcasing the cars in the best light - Editing the photos to make them suitable for our online inventory Ideal Skills and Experience: - Proven experience in photography, especially with cars or products - Proficiency with photo editing software - Understanding of e-commerce and online inventory needs - Attention to detail and an eye for aesthetics Please provide a portfolio of previous work, especially related to car photography, when applying.
...opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped data. Customize the scraper to meet our specific requirements and adapt to any changes or updates in the target websites. Deliver the scraped data in a timely manner, adhering to project deadlines. What We're Looking For: Proficiency in web scraping techniques ...
I'm seeking a skilled dot net developer to focus on major web development tasks. The core responsibility of the project will be functionality and programming. Key Tasks: - Implement a user registration system - Develop a shopping cart system - Convert existing PHP scripts to Dot net. Ideal Skills and Experience: A deep understanding of Dot Net, is a must, along with substantial experience in web development, specifically in functionality and programming. Proficiency in both PHP and Dot Net, specifically converting scripts from one to the other, is critical. Finally, hands-on experience with user registration and shopping cart systems is a significant plus. Don't hesitate to send me a message if you have any questions. Let's create somethin...
I’m looking for an experienced programmer who can create an automation script for a website. Key Requirements: - Automation Tasks: Your main job would be to automate various tasks on a website. This could involve anything from data entry to form submissions, and possibly content scraping. The specific tasks will be shared with you in detail. - Python Expertise: Given the nature of this task, your proficiency in Python is a must. If you have experience with automating websites using Python, that would be a huge plus. - Experience: Your application should showcase your relevant experiences and past projects. I’m looking for someone who has a proven track record in this field. Please include relevant examples of your past work in your application. Looking forward to heari...
we need a Web Scraping expert for a long term. will give you 1 site a day. per site $15. It's all about scraping product data like product title, description, image link etc.
...Key Features: - Efficient data scraping: The tool should successfully extract rental prices, occupancy rates, and property descriptions from Airbnb and AirDna. - Localized scraping: The data scraping should be focused on a specific city, which will be revealed once the project commences. Use of Data: The scraped information will be primarily used for market analysis purposes. The data will be instrumental in helping me understand the dynamics of the rental market within the specific city. Skills & Experience Required: - Proven experience in data scraping, especially from websites like Airbnb and AirDna. - Brilliant understanding of how to work with different types of data, such as numerical and textual data. - Strong ability to tailor the tool to...
...search of a skilled freelancer proficient in web scraping with Scrapy to extract product data from This project involves scraping the Category page to retrieve product details including name, price, SKU, URL, breadcrumb, currency, and brand. Targeted webpage: Category page of Required data: Product name, price, SKU, URL, breadcrumb, currency, and brand Experience: Prior experience in scraping product-related information from e-commerce sites is essential, with proficiency in Scrapy being crucial for accurate and efficient data extraction. Data Handling: Ability to ensure accuracy and consistency of extracted data. Familiarity with different data formats is advantageous. Dynamic Scraping: Navigation logic for all categories must be
I'm looking for an experienced API developer to help with syncing and scraping data from Confluence. Ideal Skills and Experience: - Proficient in Confluence API - Expertise in data synchronization and data scraping - Knowledge of handling Confluence pages, spaces, attachments, and content images - Able to preserve formatting and filter by date Key Responsibilities: - Develop an API integration for data synchronization - Implement scraping functionality for Confluence pages, spaces, and attachments - Ensure the scraped content maintains original formatting - Implement filtering logic to sort data by date
...and preferrably in Cyprus Malta U.K. and LATAM Brazil Key Requirements: - Focus on the Online Gaming Industry: The primary focus of this data scraping project is the online gaming sector specifically. All data should be relevant to companies operating within this industry. - Company Contact Information: The main data that I'm seeking here are Marketing manager and Business development email contacts for companies within the online gaming sector. This could include CEO founder and other decision-makers within these companies. Skills and Expertise: - Proficient in Data Scraping: The ideal candidate should have a strong background in web scraping, with prior experience in compiling email lists from online sources. - Industry Knowledge: A good underst...
I am seeking an expert in email scraping for the purpose of building a marketing database. The ideal candidate can efficiently scrape emails and the company names. Key Aspects: - Attention to detail to ensure all relevant emails are scraped accurately and company name is also with. - Quick turn around, the project should be completed within a month. - Extensive experience in email scraping and database construction. I need this in a google sheet document. The approx amount of names/emails is 12.000 - 14.000 on the website. I need a fixed price offer and also time frame for this.
I need a database for the UK market, with a focus on company names and Email ID. Key Points: - The project primarily involves creating a comprehensive database for the UK market - The main data points to be included are company names and Email ID's - Information can...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 UK market would be a plus Please include your relevant experience ...
...for bulk messaging on my website. The purpose of the bulk messaging is to message users about available rooms with text that we can customize. I already have a specific message that I want to send out. I don't have a preferred platform or language for the script, so I am open to suggestions. Ideal skills and experience for the job: - Proficiency in Python or JavaScript - Experience in creating scripts for bulk messaging - Ability to customize the messaging content - Familiarity with website integration and messaging APIs Here's a video of the website and what's needed, please watch this and bid. It's a simple script but I don't have the time to make this so please bid I dont want python unless
Join our team as a Python Selenium Web Scraper responsible for developing scraping scripts using Python and Selenium. You'll gather data from diverse websites, utilizing your expertise in web technologies, HTML, CSS, and JavaScript. Key responsibilities include analyzing website structures, extracting and cleaning data, and collaborating with team members to integrate data into existing systems. Ideal candidates possess proficiency in Python, experience with Selenium, and a strong understanding of web technologies. This role offers competitive compensation, flexible work hours, health benefits, and opportunities for career growth in a dynamic, collaborative environment
PLEASE CHECK THE DESCRIPTION BEFORE SUBMITTING A BID Let's skip a boring description generated by AI. Actually, we are looking for a hero who helps us get all things about gambling in Spain, especially iGaming. We are not interested in bettings si...control this market, different funds and initiatives, if any, and current government and society aspects. 4. This point is about people. We are expecting useful information and data that will be valid for target audience research. Who, how, when, where, what for plays. Maybe blogs, streams, forums, groups or open data, public research. 5. General recommendation how to organise custom process(web scraping) in order to understand how to keep hand on a pulse of this market and be aware of all news, interesting content, etc. Th...
For this project, I require an expert who can efficiently extract text content from two distinct webpages...webpages and input my data into an Excel file organized by rows. Given that all types of data hold equal importance to me, of essence is for the professional to: - Accurately scrape all text content from the specified webpages - Ensure no data is skewed or omitted during this process - Neatly organize the data by rows in the Excel file The ideal candidate for this job should be proficient in web scraping tools and techniques, possesses an acute attention to detail, and is experienced in using Excel to ensure data is properly formatted and easy to analyze. Please note that minimizing errors during this process is critical, as the data collected will directly influence...
...targeting small local business owners in our area, not the general public. It needs to adopt a professional tone while still maintaining viewer engagement, be fun, funky and enjoyable. Ideal skills for this job would likely include: - Experience in creating explainer videos for a professional audience. - Ability to package in a voice-over artist - Excellent at interpreting and elevating provided scripts. Last year we had this explainer video made and you can find it here. The content will be similar, which you will find in the brief and I can supply various pieces of artwork. I want you to look at the script and then make suggestions on how you would bring the voiceover content for each slide to life with applicable
I am in need of a well-...need of a well-versed Python expert to assist in managing a Linux server. This project is task oriented and requires specific skills including: • Working with server data analysis • Implementing web scraping techniques • Establishing automation processes The role also demands a comprehensive understanding of Linux operations and the ability to print headers. A background in server security, setting up database servers and performance optimization would be ideal, but the focus is primarily on Linux server management via Python. Proficiency in Python, Linux, server data analysis and web scraping are must-haves. Experience in automation and server management will highly be appreciated. Looking forward to your knowledgeab...
I'm looking for a Python script that uses PyAutoGUI to control keyboard inputs, with a specific focus on interacting with a Firefox web page. I would do it myself as its simple python. However, it needs to branch into two different output. 1 clicking certain buttons and then a Then a final enter button to refresh the webpage and get a new list of buttons to select. 2. The second branch does the same thing except that it pushes different bottons so the tab order is different. Having two outcomes makes the python code to difficult for me so that i why I need help. I will also have to fine tune the number of tabs after you give me the code. So branch one will have different tabs frequency than the other branch. The UI should reflect that. I am open to creative ideas on h...
I'm looking for a talented script writer...writer to work on a draft comedy script for a TV project. This script will be targeted at an adult audience. Key Points: - Your primary task is to review, modify and work on the draft to create a compelling, engaging, and humorous script that will captivate the listeners. - The tone of the script should be light-hearted, witty, and entertaining, in line with the comedy genre. - Understanding of TV scripts and their unique requirements is a plus. Ideal Skills: - Proven experience in comedy scriptwriting, especially for radio. - Ability to tailor humor for an adult audience. - Strong understanding of pacing and structure in scripting. - Familiarity with the TV industry and its specific requirements. - Excellent communication and collab...
I'm looking for an experienced web scraper to access and download specific information and images from the Used Inventory section of the White Rock Honda website. Here are the specifics of what I need: - Car make and model - Year of the car - Price of the car For each car listing, I need ALL available images downloaded. Furthermore, I require the images in JPG format. Candidates applying should have successful experience in web scraping, data extraction, and handling myriad images. Efficiency and accuracy are critical for this project.
Looking for a skilled individual to undertake data scraping project. Key tasks will involve: - Focused on scraping 'Website 1' - Specific data requirement is 'price' - Data collection should be conducted periodically Ideal freelancers should be proficient in PHP, and have a track record in successful and ethical data scraping projects. Advise on suitable scraping schedule is appreciated. Efficiency and meticulous attention to detail are highly sought.
We are looking for a freelancer with strong web scraping experience for an exciting and challenging project. We need to gather specific data from multiple online sources and transform it into useful, structured information for analysis. Responsibilities: Utilize web scraping techniques to extract data from selected websites. Automate the extraction process to ensure accuracy and efficiency. Clean and structure the collected data into readable and usable formats. Integrate the extracted data into a database or spreadsheet as needed. Collaborate with our team to understand specific requirements and ensure the quality of the obtained data. Requirements: Demonstrable experience in web scraping using tools like Python (Beautiful Soup, Scrapy), Seleni...
I require a professional with a high level of expertise in web scraping and API integration to assist with a critical project. Here are the specifics of the project: - I need you to scrape data from , a website where we dropship our designer clothing products. - Specifically, I need the following details scraped: Product names, Product Colour, Product Sizes In Stock & Not in Stock, Product Prices (Only Black & Grey Pricing, not red sale price), and Search Key. - The scraped data should be automatically updated on a daily basis. - The scrapped data should be integrated into our Shopify store through an API bot. The ideal candidate should have a proven track record of working with similar projects and should be able to tailor the solution to our specific needs. Ple...
We are a dev team and seeking a highly experienced individual dev with in-depth proficiency in Laravel, Vue, and Flutter. Your responsibility will comprise the rebranding and extending of existing Codecanyon scripts. - **Script Rebranding**: I need a meticulous freelancer able to successfully rebrand scripts to brands of clients. - **Extending Scripts**: Your tasks also include extending Codecanyon scripts by adding extra functionalities, ensuring consistent, flawless operation , implementing APIs and adding the functionalities in the existing flutter app, testing, fixing any bugs to ensure smooth operations of the system. Pay : 1. INR1200/day or fixed amount as decided by our project managers, for 8 hours of work on anydesk/github for adding functions 2. ...
I need assistance in compiling a large, extensive database o...- Name and contact details - Education and qualifications - Current job title and company Interestingly, these professionals should spread across various industry sectors such as Technology and IT, Healthcare and Medicine, as well as Marketing and Advertising. Particular skills and experience that would set freelancers apart for this job include: - Proven experience in data mining and data scraping - Familiarity with the mentioned industry sectors - Ability to accurately cross-reference and verify data - Excellent attention to detail Freelancers with extensive experience in maintaining data integrity and confidentiality will be seriously considered. Successful completion of this project could lead to long-term coll...
...this project hasn't been specified, but the successful freelancer must be capable of performing high-quality data scrapings, potentially for lead generation, market research, or data analysis. As a dedicated data professional, you should have a strong background in web scraping, data extraction, and data analysis. Please be sure to include in your application: - Your previous experience and samples of past work - A detailed project proposal outlining your approach. Your proficiency in using software and tools for data scraping, knowledge of data protection laws, and understanding of various databases will make you a top contender for this project. Time management skills and meticulous attention to detail are also crucial. The goal is to efficiently and accura...
I'm looking for an experienced data scraper. I need someone with excellent knowledge and expertise in web scraping. I will need the following with regards to mid sized collectible stores around the world: Company Name City Country URL Contact person Email address. Ongoing work for the right candidate/s
We are looking for an expert for static site generation using faustjs/nextjs (v14) and a headless WordPress in a monorepo project. Data fetching is done using graphQL. We already have all required react components for the site, but the components need to be moved into a reusable, independent ui library (including build scripts). We use Storybook which should import components from the ui library. We use styled components as css-in-js solution in our react components. We use graphql code generation to generate typescript types from our fragments. Static site generation should make use of SSR and server components. The coding is more than half done. We are looking for someone, who has already made all the mistakes, and guide us. My backend dev scope the project for 2 days. If it take...
Generic replied will be rejected. You must have experience in Radix, Scraping Data and be able to create a script that will import directly into woocommerce. We need an experienced radix developer to perform data scraping tasks for our client. The fundamental requirements include: - Scraping data from a suppliers website - Data to be scraped includes textual content , pricing and metadata - Skilled in managing and maintaining the scraped data's quality and relevance This data then needs to be imported into a woocommerce site as a variable product. The ideal candidate should have: - Expertise in working with WooCommerce platform - Proficiency in radix software - Experience in data scraping and storing large volumes of data The scraped data should be ...
