Scraping crawler jobs

I'm looking for a skilled individual who can help me scrape data from a dead mobile app (has both ios and android versions). The database of the app is of particu...both ios and android versions). The database of the app is of particular interest, however, I am not sure of the specifics such as the Database Management System (DBMS) it uses. Key Points: - Extracting data from the database of a defunct mobile app - Unspecified Database Management System (DBMS) - will require exploration and identification Ideal Skills and Experience: - Proficiency in data scraping and extraction - Strong background in database management and familiar with multiple DBMS - Resourcefulness and ability to work with minimal information Please get in touch if you're confident in your abilities ...

Looking for scraping expert to write scraper script to download from a website that has captcha. The scraper script must be Windows executable .exe file that is very easy for non-technical user to just open and run.

...residential properties only - Data to be collected from a well-known property portal - Compilation and delivery of data in a spreadsheet - Inclusion of property description, price, number of bedrooms, bathrooms, images, videos (if any), floorplans (if any), and location - Images to be put into separate folders named after the property they are from Ideal Skills and Experience: - Experience with web scraping and data extraction - Attention to detail to ensure accurate information retrieval - Proficiency in data organization and management - Understanding of the property market and relevant terminology - Strong communication skills to clarify any uncertainties and ensure the project's success Please note that the accuracy and completeness of the extracted data are of utmost...

I require a professional Python script to scrape a website for data. Key Requirements: - The script should be designed for a one-time run - The website does not have JavaScript dynamic content, so the script does not need to handle dynamic content The ideal freelancer for this project should have prior experience in: - Python programming - Web scraping - Handling static web content

I'm in need of a professional who can build a tool that can extract data from LinkedIn. ...information (email address, phone number, etc.) - Profile information (name, job title, etc.) - Connection network (connections, mutual connections, etc.) I'd like the extracted data to be conveniently structured in a CSV (Excel spreadsheet) format. The primary use of the extracted LinkedIn data will be for lead generation. The ideal candidate for this project should have: - Expertise in web scraping and data mining, particularly with LinkedIn - Proficiency in data handling and structural organization - Proven experience with developing tools for lead generation - Strong communication skills and a good understanding of client needs. Please include examples of previous similar p...

I'm looking for a web scraping expert to carry out daily data extraction. The websites to be scraped will contain text content, along with images and video. I may need the scraping program to be written such that it can be conducted on a daily basis. to update new articles We are going to be scraping around 50 websites for the first project Key Requirements: - Profound experience in web scraping and automation tools. - Strong problem-solving skills to deal with any potential web structure changes. - Creating and maintaining a database of the scraped data would be a plus. Please provide your quote, along with the tools you intend to use for this process and your relevant experience. Looking forward to your bids. Ideally we want this done in PHP.

I urgently require a proficient programmer who can create a program for me. This program should be capable of copying numbers from an updated in real-time website and then paste those numbers into a text file format. Key tasks...copying numbers from an updated in real-time website and then paste those numbers into a text file format. Key tasks include: - Scrape numbers from a certain site that updates in real time. - Paste and save these numbers strictly in a text file. - Ensure the application is user-friendly and effective. Since I didn't specify the operating system, all OS platforms are welcome. Familiarity with web scraping tools and an understanding of different file formats will ensure task success. Time efficiency is crucial; hence, I need this project completed as so...

I am looking for a freelancer who can extract specific data from a Swedish business directory using Python. Main URL: Key Objectives: - Extract company names, contact information (phone/email), and business numbers from the directory. Ideal Candidate: - Proficient in web scraping techniques - Strong command of Python - Previous experience with similar projects will be considered a plus. Please reach out if you have the necessary expertise.

I'm urgently in need of a skilled web scraper who can collect links from a company's website. Here is what you need to know: - The focus of this project is on the headlines of a website. You'll need to scrape these headlines as links. - The website has several sections, bu...from a company's website. Here is what you need to know: - The focus of this project is on the headlines of a website. You'll need to scrape these headlines as links. - The website has several sections, but you just need to scrape the headlines from the homepage. I need this done as soon as possible. If you have previous experience with web scraping and can start on this task immediately, I'd love to hear from you. Please share your experience in scraping data from websi...

I'm looking for a coder savvy in Python to help me scrape contact information from a specific business directory. The task involves enumerating a set of links on the site and scraping the following data: - Email addresses - Phone numbers - Physical addresses - Names Ideal Skills: - Proficiency in Python - Experience with web scraping - Familiarity with business directories The main goal is to have a comprehensive list of contact information, which I will use for a marketing campaign. The scraper should be able to handle a large volume of links and data. Your expertise in Python programming and web scraping is crucial for the success of this project. Your attention to detail and ability to deliver accurate and complete contact information is highly valued.

...Google Sheets for seamless data import and export. * Website Meta Tag Optimization: * Develop a custom script on Vertex AI to: * Scrape content from web pages (titles, headings, body text). If scraping is not feasible, allow for manual input of content. * Utilize Gemini to generate SEO-optimized meta titles and descriptions based on the scraped/input content. * Ensure the script can handle both automated scraping and manual content input scenarios. Requirements: * Proficiency: Strong experience with Google Cloud Platform, Vertex AI, Python (or similar language), and web scraping techniques. * Google Sheets Integration: Experience with Google Sheets API for seamless data flow. Deliverables: * Two Functional Vertex AI Applications: * E-comm...

We are developing an innovative software application designed to transform the car rental market. Our app specializes in web scraping to gather and compare rental prices from leading car rental websites like DiscoverCars, AutoEurope, DoYouSpain, and others. The name of the app is PriceBook Key Features: Real-time Data Collection: Our software continuously scrapes data from various car rental websites, ensuring that users have access to the most up-to-date pricing information. Price Comparison: The app automatically compares rental prices from multiple providers, highlighting the best deals and most favorable rental conditions. Customization: Users can tailor their search based on specific criteria such as location, rental period, and vehicle type, providing a personalized search ...

I am looking for a freelancer who can help me with Web Scraping. We have a list of websites that we would like to scrape specific data from, and have them put into a set of MySQL Databases (or maybe something else). The website that we would like to scrape data from each contain thousands of articles, and we would also want other metadata, such as Author name, article date, number of views, or any other metadata that we can take from the pages. Please bid, and we can discuss the first website, you can tell us how long you think it'll take to write the scraper. There are maybe 50 websites to begin with that we would like to do this for, in this one project, and we also have another couple of similar projects. Ideally, the scraper will run form a program, so that we can run it...

I have a python web-scraping script for a web-site. Web site is updated because of that my script doesnt works. I need some one who can update my script that i can use it to scrape web-site. Thanks for bidding

I need a python software that can find emails from LinkedIn Sales Navigator URLs. The emails need to be in Excel format. What I Need in Excel: - Name of the person - Email - Locat...displayes. - Software will pick each person url and find out his email (personal/professional) - Add that record along with above fields in excel sheet. Make sure software must not stuck, and i shall clear the payment after testing couple of days. Ideal Skills: - Proficiency in Python. - Experience in web scraping, particularly with LinkedIn URLs. - Familiarity with data manipulation in Excel files. This project is ideal for someone with a strong background in Python and web scraping. The successful freelancer will help me automate the extraction and compilation of information from LinkedIn p...

I need a web scraping professional to extract specific data from , a popular online marketplace for trading cards, please check attachement to get the idea. Key Requirements: - Scrapping: The primary task is to scrape the following information from the platform: - Card properties 1. Hero score for last 7 days 2. Hero rank for last 7 days 3. Stars 4. Rarity 5. Name 6. Quantity listed to purchase 7. Inflation data 8. Minted count - Buy prices List Price Last Price Order book (price and quantity see picture attached) - Bidding details bids book (bid and quantity see picture attached) Authentication is done through twitter, it has to be done manually to access the marketplace Deliverables: - Format: Script that I can run to

...a start, we need someone to continue an existing data scraping project, coupled with Artificial Intelligence for one of Brazil's largest legal platforms, "JusBrasil." The primary task is to effectively scrape and identify case descriptions that deal with our specialty: immigration cases, specifically focusing on citizenship and international law cases. Project Scope and Expectations: - Enhance the existing data scraper to efficiently extract case descriptions from JusBrasil - Implement AI algorithms to accurately determine the relevancy of these cases to our requirements - Leverage keywords such as 'citizenship' and 'international law' to highlight the cases we focus on Skills and Experience Required: - Proficient in data scraping te...

I need a professional to gather 750 contacts from three different Houzz pages. Requirements: - The information required for each contact is Name, Email, Phone number, and business name. - The contacts should be organized by location. - There is a need for the contacts to be from the following specific ...number, and business name. - The contacts should be organized by location. - There is a need for the contacts to be from the following specific Houzz pages: Kitchen Designers and Renovators, Bathroom Designers and Renovators, Design and Construction. Preferably, the contacts should be from a specific location which I will provide. The ideal freelancer for this task should have experience in web scraping and data collection. Accuracy and attention to details are also key for thi...

I need fresh email addresses from users in Germany! These should not come from web scraping or web crawlers, but from real users who have participated in contests, signed up for newsletters, or requested information on lead platforms, for example. The data must be current and deliverable. Only data from users in Germany is sought, in both the B2B and B2C sectors. B2C email addresses (freemailer addresses) are preferred. Acceptance will be based on a trial run in batches of 50,000 to 100,000 pieces (expandable), with a total volume needed of 10,000,000 pieces!

...to assist us with a high-speed web scraping project. Our existing web scraping scripts have been developed and deployed, but we need to optimize the scraping process to achieve faster data extraction rates. Responsibilities: Optimize existing web scraping scripts for speed and efficiency. Deploy and manage web scraping scripts on platforms such as Scrapy Cloud, Apify, AWS Lambda, or Azure. Implement techniques to ensure high-speed data extraction (e.g., parallel processing, distributed crawling, efficient request handling). Monitor and troubleshoot scraping processes to ensure uninterrupted operation. Collaborate with our team to understand project requirements and adjust scraping strategies as needed. Requirements: Proven experience w...

I'm in need of an experienced data scraper that can help me in extracting data from Yell...Thailand, Japan, and Indonesia. Key Details: - I require a full listing of all businesses from various sectors within the mentioned countries. This includes but not limited to Restaurants, Hotels, Clinics, and Retail Stores. - The extracted data should be well-organized, including data such as business names, contact information, and addresses. Skills/Experience: - Proven track record in web scraping with a focus on Yellowpages. - Familiarity with the Yellowpages platforms of Malaysia, Thailand, Japan, and Indonesia. - Capability to handle large data sets and deliver the information in an easily usable format. - A high level of accuracy in data extraction to ensure no important details ...

...and automatically integrate this data with the user's own sales system. - **Main Features:** - Ability to securely log in to each supplier's B2B system. - Ability to instantly capture and process data. - Conversion and integration of the captured data into a format suitable for the user's system. 1. **Backend Development:** Required for system integration and data processing. 2. **Data Scraping/Web Scraping:** It is important to extract data from suppliers' B2B programs. 3. **API Development/Integration:** To securely integrate with suppliers' systems and retrieve data. 4. **Database Management:** It is a critical skill to organize, store and always keep the captured data updated. 5. **Security and Encryption:** It is important to ensure the securi...

I'm urgently looking for a skilled Python developer to assist me with a project involving data analysis, web scraping, and potentially machine learning. Your role will be crucial in helping me to derive insights from a large dataset and extract specific information from the web. Key Responsibilities: - Conducting in-depth data analysis using Python - Implementing web scraping scripts to collect relevant data - Potentially developing machine learning models (based on your expertise) While the client did not specify the exact libraries, the ideal candidate should be well-versed in Python programming, particularly with libraries such as Pandas and NumPy. Familiarity with Django, although not mentioned, could be a plus if the project expands to web application development...

I am in need of a professional web scraper with Python expertise, who can scrape data from a website(with filter Options) and convert it into Excel format. Key Requirements: - Expertise in web scraping with Python, including dealing with website search filters. - Proficiency in data extraction and manipulation. - Experience in converting extracted data into Excel format. Please note that the specific website and the type of data to be extracted has not been provided as it was skipped by me. The project can be detailed further with the selected freelancer. If you have the skills and experience in this area, please do apply.

HELLO. PLZ READ THE TASK DESCRIPTION CAREFULLY. IF YOU DON'T UNDERSTAND WHAT IS ABOUT PLZ DON'T BID. I'm in need of a freelancer to help...com/feed,boo,kpop2 ,kmap,kpop3 (**2)We need to extract from ALL today's news a set dedicated to our subjects of interest (lets say Band1, Band2 & Artist1) in a form of short review with a link to the full source OR in a form of a full news text Choose which is easier to implement. (***2)It could be excellent to experiment with Native Korean web sources (full site or rss scraping) but i doubt any good local LLM can do it in Korean language giving out results in English (cloud LLMs maybe?). (*3) 8/16 CPU, 16Gb Nvidia VRAM, 48GB RAM (or if you will do API based cloud solution it can be a hosted VM) MAX BID (without bonus)...

I'm looking for a talented individual who can help me scrape 500 - 1000 quality leads. I need the below criteria to be met The must be located in Melbourne Australia The must have a Google My Business Profile They must only have a...individual who can help me scrape 500 - 1000 quality leads. I need the below criteria to be met The must be located in Melbourne Australia The must have a Google My Business Profile They must only have a few reviews if at all They must have an Australian mobile phone number 0407 464 674 Ideally a first name is provided Ideal candidates should: - Have prior experience in lead generation and scraping and have access to the right tools - Be able to deliver high-quality, accurate leads - Be proficient in data mining and have the necessary too...

I'm looking for an expert to scrape data from a website. I will provide the list of data (approx. 16K entries) that will be entered into the search bar and I need 2 fields extracted from each search into an excel sheet. This will be a one-off scrape of the website.

Project Overview: Develop a Windows application that can automatically scan a specified website, scrape usernames, and use these usernames to perform real-time performance inquiries on another website. The system will automatically support trading decisions based on the inquiry results and predefined filtering criteria. Specific Requirements: 1. Data Scraping and Processing: • Automatically scan and scrape usernames from a designated website. • Use the scraped usernames for real-time performance inquiries on another site. • The system must be able to handle usernames and related numeric data. 2. Trading Decision Logic: • Decide whether to display buy or sell signals based on performance inquiry results and predefined filtering criteria (to be further spec...

I need a Python script that can scrape ALL images uploaded on Stackexchange posts related to LaTeX, especially those tagged with tikz/pgfplot. The prima...goal for collecting these images is to create a personal database of the best illustrations asked and made by users. Key Requirements: - Ability to scrape Stackexchange posts specifically related to LaTeX - Must be able to identify and download all images in the posts - Organize the images with their corresponding posts Ideal Skills and Experience: - Proficiency in Python - Experience with web scraping and data extraction - Familiarity with Stackexchange's layout and data structure - Ability to handle and download images from web sources Please submit detailed project proposals outlining your approach to achieving the abov...

I'm in need of a developer who can create a web scraper for the marketplace. Your main task will be to scrape both card details and bi...card details (name, stars, price, last sale price) and bids (price, quantity, time) - Applying filters based on card attributes like rarity Ideally, I would like the data to be updated on a daily basis. This means you will have to set up the scraper to periodically check for new information and update the existing dataset accordingly. Skills and Experience: - Proficient in web scraping - Experience with scraping marketplaces or similar platforms - Familiarity with filtering and updating scraped data - Ability to work with large datasets and handle real-time data updates Please let me know your relevant experience and approach to th...

Project Description: I need a developer to create a system that queries multiple external sources (18) through APIs, web scraping, and web page reengineering processes to extract information and structure it in the expected format. The system should generate a record of each query made, indicating whether results were obtained, no results were obtained, or if the source was not available. A document detailing all the sources of information from which data should be extracted will be provided. Main Features: 1. Automatic Querying of External Sources: Perform queries to multiple external sources according to the provided specifications. 2. Data Structuring: Process the obtained information and structure it in the required format. 3. Query Log Generation: Create a detailed log of all...

...integration for wider audience reach. - An accessible and user-friendly interface featuring a drop down size option on products and delivery zone slide bar option. - Sales and delivery order tracking system for customer convenience. - The inclusion of an AI upselling feature tailored to client interests. - Click & Collect option for alternative product acquisition. - Open source data and web scraping capabilities for refined data category management. Design: The aesthetic should be minimalistic and clean, placing emphasis on functionality and ease of navigation without sacrificing style. Store based on Grocery - food & drink products. It is essential you have previous experience with e-commerce, AI implementation and open-source data technologies within app and web...

...methodologies, and results effectively. Recommend and design reports and insights from geofenced data for stakeholders and team members. Qualifications: • Expertise: Proven 5+ years of experience with software development and geospatial analysis software (e.g., QGIS, ArcGIS) and data manipulation tools (e.g., Python, R). Previous experience working on geospatial projects. • Web Scraping: Proficiency in web scraping techniques and libraries (e.g., Beautiful Soup, Selenium). • Visualization Skills: Demonstrated ability to create visually appealing and informative charts and dashboards using tools like Tableau, Power BI, or similar. • Cloud Platforms: In depth experience with major cloud platforms (AWS, Google Cloud, Azure) and database automation. •...

I'm looking for a web scraping expert to help me gather personal profiles, email, and phone numbers from LinkedIn. The data I need should be based on broad search queries. Key Requirements: - Extract specific data: personal profiles, email and phone numbers - Data source: LinkedIn - Search type: Broad search query - Search criteria: Job title or role, Geographic location Ideal Skills: - Proficient in web scraping - Experience extracting data from LinkedIn - Ability to create custom search queries - Prior experience in gathering personal contact information

As a website owner, I am in need of a freelancer to scrape the text content from the unstructured, plain text and HTML of my website's hom...freelancer to scrape the text content from the unstructured, plain text and HTML of my website's homepage. Tasks to complete for this project will include: - Identify valuable text data from the webpage - Create scripts or suitable methods to extract this text data - Clean and deliver the scraped data in a readable, usable format The ideal candidate for this position will be proficient in data scraping technologies, HTML, Python (or similar), and have the ability to work with unstructured data efficiently. Prior experience in a similar project and familiarity with data cleaning will be a huge plus. Please highlight any relevant expe...

I am seeking for a skilled web scraper who can effectively extract product information from online catalogs on a website. The aim here is quite straightforward; we need to gather and download catalogs to enrich our store's database. To further specify, the data in question include: - Product Images - Product ... - Product Images - Product Descriptions - Pricing Information - Category Details You will be tasked to focus on all categories available on the website. As such, proficiency in navigating various website blockades is a must. Your ability to deliver comprehensive, detailed, and accurate information in a well-structured format is crucial to this job. Prior experience in similar e-commerce web scraping projects would be a great advantage. Look forward to your bids. Tha...

I want to enlist the ass...enlist the assistance of an experienced web scraping developer, specifically in scraping data from Redfin. I'm primarily interested in the following data points: - Property address - Price - The number of bedrooms - The number of bathrooms This data will be used for personal reasons therefore respectful dealings with the website and its terms of service are obligatory. Here's the kicker, I don't just need you once. I'm wanting the data to be updated on a monthly basis, so I require a solution that's reliable in the long term. Ideal skills for this job are expertise in web scraping, familiarity with real estate websites particularly Redfin, and proficiency in language like Python, BeautifulSoup, Scrapy or similar....

I need content scraped off a Dokuwiki for use...task is not recurring; it will require a single extraction that encompasses: - all the text content, - images, and - links. Ideally, the perfect candidate for this assignment will possess expertise or qualifying experience in web scraping. Knowledge on how to extract data from diverse formats will be beneficial. Proficiency in web scraping tools and techniques is a prerequisite. Once the content has been scraped successfully, I would appreciate if you can help arrange the data in a clear, accessible structure. Kindly ensure that while conducting the web scraping, the site’s terms of use are respected and that no harm comes to the website. The job is about finding, arranging, and extracting information, so sharp at...

...obtained: - cost of training - duration of training - training facilities within the school - success rates - etc The main goal of this project is to obtain some relevant info about all of the modular pilot training facilities in Europe and the UK. Key Tasks: - Data scraping: you will be responsible for scraping data about flight schools - Data researching Ideal Skills and Experience: - Proven experience in data scraping and research. - Familiarity with qualitative data and its nuances. - Proficiency in using data scraping/researching tools and software. - A background in working with similar datasets or within the aviation industry would be a bonus. Please provide me with details of your relevant experience along with your bid....

...desire; Pakistan, Bangladesh, India, etc. I need a freelancer from LATIN AMERICA only. I need close to EST time!! Furthermore, I need a BILINGUAL freelancer!! So READ before biding. I need a fully bilingual professional (I will interview in English via video) to do some tasks for my agency, such as: PR Outreach Social media Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress (change text, add a button, upload a file, etc) And others related to the position You must be a FAST learner, attentive to details, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes over and over. Attention to detail. Common sense. ...

As a part of my market analysis project, I'm looking to scrape company profiles from the robotreport.com. This data will be crucial for understanding the market landscape and competitors within the robotics industry. Ideal Skills and Experience: - Proficiency in web scraping tools and techniques. - Experience in scraping data from news or business websites. - Understanding of the robotics industry would be a plus. - Ability to organize and present large amounts of data in a clear and concise manner.

I'm seeking an expert in data scraping who can gather menu items and prices from all restaurants listed on Hungerstation. Key Details: - Your task is to extract data specific to menu items and their respective prices. - The project spans all restaurants on the platform, not just specific ones or top-rated restaurants. - I need the final data to be organized and shared in an Excel file. Appropriate Skills and Experience: - Proficiency in data scraping - Strong attention to detail - Familiarity with Excel for data organization and delivery.

I need a script or program that can scrape data from a specific website and store user interactions in either a text file or a database. Specifically, I'm looking for the values of the buttons the user has clicked on... The goal of this data extraction is to customize user experience based on their interactions with the website. Key requirements for this project include: - Extracting the values from buttons on the website - Storing these values in an easily accessible format (text file or database) Ideal skills for this project would include: - Web scraping - Database management - Understanding of user experience customization Experience with similar projects and the ability to complete the work in a timely manner would be a plus.

2 Different assignments: (1) search for leads and email adresses for the german foundations. (2) Do data scraping from our Energy-consultans assignemnt

I am facing issues with my Node.js application, it isn't performing optimally. Specifically, the web scraping and automation features are flawed, causing inconvenient lag in functionality. The app crashes, performs slowly and sometimes displays incorrect data. I need you to scrape data from , as this function no longer works as intended. - Core Requirements: • Proficient in Node.js and debugging • Familiar with Web scraping methodology • Knowledge of web structure With your in-depth technical skills, I believe you can easily rectify these issues. Looking forward to your proposals.

I'm searching for a professional with experience in data scraping to extract availability details from a list of Airbnb properties. Interestingly, you will: - Collect availability information from the Airbnb calendar for each URL provided. - The data to be extracted pertains to the 'status of availability'(whether a property is booked or available). No further details are required. - Upon completion of scraping, the availability data should be compiled into an Excel file. Skills and Experience: - Proficient in data scraping specifically from websites like Airbnb - Familiarity with Excel formats - Exceptional attention to detail - Strong adherence to timeline and deadlines.

I require a good freelancer for a simple data scraping exercise. I require the freelancer to scrape information from a website. The data I require to be placed in columns within a spreadsheet is as follows:- Job Title Employer Address Salary Contract Type Closing Date Working Pattern Link to Job Job Summary Job Description Employers Website For questions about the job, contact: Team Name or Job Title Name Email address Phone Number Date Posted Pay Scheme Band Contract Duration Reference Number Job Locations I require approximately 5500 rows of data scraped. More work to follow if the quality of your work is good. Thanks,

I am in need of a freelancer who can assist me in the scraping of LinkedIn for the purpose of lead generation. The ideal candidate should be able to organize the data by industry and deliver the final dataset in CSV format. Key Requirements: - Efficiently scrape LinkedIn for specific industry - Organize the data by industry - Compile the final dataset in CSV format Ideal Skills and Experience: - Proficiency in web scraping, particularly LinkedIn - Ability to extract and organize data efficiently - Proficient in CSV file formatting - Understanding of lead generation needs and strategies Please provide examples of similar projects you have completed in the past, and let me know your approach to this task. I am looking for a freelancer who is detail-oriented and can deliver h...

scraping agents records from sales/queensland/brisbane-qld/agents aprx 5,460 agents

I'm on the lookout for an experienced developer who can assist me in finding Hidden APIs for two bookies. My goal is to scrape real-time data from both bookies. Key requirements include: - Data to be scraped: Odds and betting lines, Game schedules - Target: Real-time data scraping Ideal candidate should have experience in: - Web scraping - Uncovering Hidden APIs - Real-time data scraping Looking forward to hearing from professionals who've worked on similar projects and can ensure accurate and efficient data should be in puppeteer or beautiful soup but fast and also ability to load the games in game bid if you have done similar project before you can share sample for preview