Aws codebuild python exampleJobs

I'm seeking a Python expert with extensive experience in working with both REST and GraphQL APIs. APIs include LunarCrush and DEX Screen and potentially Twitter and pump.fun. The project's primary focus is to ensure real-time synchronization and reporting into Google Sheets and MongoDB. The data will form a Crypto Analytics Dashboard that integrates data from these APIs. The goal is to track promising early-stage cryptocurrencies by analysing social signals and on-chain data. The dashboard will also send Telegram alerts when certain thresholds are met, these thresholds must be editable within Google Sheets so are easily adjusted. A simply task is to be completed before progressing to the dashboard build: 1. Client will supply 50-100 cryptocurrency. All historical data of...

We are looking for an experienced developer to build a conversation automation system that uses real account holders (not bots) to interact withi...interact within groups and direct messages. The system must: -Automate interactions using real accounts we control. -Support multiple accounts, with secure login/session management. -Allow accounts to join groups easily via links or predefined lists. -Optionally include a dashboard for configuration, monitoring, and reporting. Requirements: Experience with TG API. Strong programming skills in Python, JavaScript, or related languages. Knowledge of session management and human-like automation patterns. Security-conscious approach to account data storage and usage. If you’ve worked on similar projects, please share your portfoli...

Project Overview Create a Python module that calculates NBA player statistics using the balldontlie API. The module should fetch and process player game statistics across multiple seasons, providing both rolling averages and game-by-game totals in specific formats. Key Requirements Data Source Use the balldontlie API () API endpoints to be used: /players (for player search) /stats (for game statistics) Core Functionality Player Identification: - Accept player name as input - Convert player name to player_id using the API - Handle cases where player isn't found Game Data Collection - Fetch game statistics sorted by most recent first - Only include games where the player logged minutes played (min > 0) - Pull data across multiple seasons if needed -

...payments using our existing AWS database and payment intent scheduler. Responsibilities: 1. WhatsApp Bot: • Develop a conversational WhatsApp bot using WhatsApp Business API or Twilio. • Implement flows for donation setup, cause selection, and confirmations. 2. AWS Integration: • Save user data (donation preferences, breakdowns, schedules) to our existing AWS database securely. 3. Stripe Integration: • Dynamically generate Stripe payment links and process confirmations. • Integrate with our payment intent scheduler to create donation schedules. 4. Testing & Deployment: • Test the bot for seamless user experience and deploy on a scalable server. Skills Required: • Experience with WhatsApp Business API or Twilio. • Profici...

...identify and resolve any issues, ensuring the platform operates smoothly and securely. • Maintenance and Support: Provide ongoing maintenance and support post-launch to address any technical issues and implement necessary updates. Qualifications: • Technical Skills: Proficiency in web development languages such as HTML, CSS, JavaScript, and experience with server-side programming languages like Python, PHP, or Ruby. Familiarity with e-commerce platforms and ERP systems is essential. • Email Marketing Expertise: Experience in creating and managing email marketing campaigns, including the design and distribution of promotional materials in PDF format. • Experience: Demonstrated experience in developing and integrating e-commerce platforms, with a strong und...

I need a python script that uses onnxruntime, directml, and yolov8 for object detection. Then extract the results and draw them in a CV2 window. This includes boxes around the objects and their respective confidence.

I'm in need of a seasoned professional with extensive experience in Java or Python to develop an efficient email checker. The primary purpose of this tool is to filter and group emails. Key Requirements: - Development of a fast-running, headless email checker using Openbullet - Incorporation of 2Captcha via manual captcha solving - Use of residential proxies for the operation Ideal Skills and Experience: - Proficient in Java or Python - Previous experience with Openbullet - Familiarity with 2Captcha - Expertise in using residential proxies - Ability to build a fast, efficient tool

Title: Development of a Personalized Property Rating System Description: We are looking for an experienced developer to help us create a system that can generate persona...ratings based on relevant metrics. • Integrate the system with an existing CRM platform. • Provide ongoing support and maintenance. • Work independently and ensure the system runs with minimal manual intervention. Technical Requirements: • Experience with API integrations and data processing. • Familiarity with CRM systems and integration. • Strong skills in data processing technologies (e.g., Python, SQL). • Ability to generate reports and analytics based on property data. If you are interested in this project, please send us your resume and relevant experience. We lo...

I'm seeking a Python developer with experience in trading tools. I need a program that scans stock market data from the NSE FNO. The scanner should filter stocks based on price movements and technical indicators. Key Requirements: - Proficiency in Python - Experience with trading software development - Ability to create a scanner that exports results in .csv format Ideally, the freelancer will have a good understanding of stock trading and technical indicators. Please include examples of relevant projects in your bid.

I'm looking for a seasoned Python Django Developer to create a sophisticated food e-commerce website. Key Features: - User Registration & Login: A seamless onboarding process for customers. - Product Listing & Categorization: An intuitive layout for easy navigation through various food products. - Online Payment Processing: Secure and efficient handling of transactions. - Messaging: A built-in communication channel for customer inquiries and support. Design: - The site should embody a 'Modern and Sleek' aesthetic. Your design skills will be crucial in achieving this. User Roles: - Customer: The primary user interacting with the site. - Admin: Overseeing the operations, managing products, users, and transactions. Ideal Skills & Experience: - Proficient...

I'm looking for a seasoned developer to create a video player that works seamlessly on both web and mobile platforms. This player should be able to handle m...seasoned developer to create a video player that works seamlessly on both web and mobile platforms. This player should be able to handle multiple video formats such as MP4, WEBM, and AVI. A key aspect of this project is the implementation of a caption system where captions can be toggled on and off by the user. Key requirements include: - Extensive experience in video player development using Python - Proficiency in web and mobile development - Knowledge of various video formats - Ability to create a user-friendly toggle system for captions Please ensure that all source code is compatible with our development setup and...

...translate, and save the output automatically. Requirements: The program must use external AI services (not create an AI from scratch). It should support integration with popular AI tools via APIs. Ensure accurate text extraction, even with stylized fonts. Ideal Skills and Experience: Experience with OCR (Optical Character Recognition) technologies. Proficiency in programming languages such as Python, Java, or C#. Strong understanding of API integrations with AI tools like Google Translate, DeepL, or OpenAI. Familiarity with handling comic and document file formats. Deliverables: Fully functional program with clear user instructions. Source code for future updates. Bonus Features (Optional): Batch processing for multiple comics at once. Option for users to select or customize ...

...documents. Project Scope The application will include the following functionalities: 1. Text Input: Allow users to paste or upload text files. 2. Summarization: Generate concise summaries using pre-trained AI models. 3. Output Options: Display the summary and allow users to copy or download it. 4. Simple UI: Clean and responsive design for desktop and mobile use. Technology Stack • Backend: Python (Flask) with Hugging Face Transformers for summarization. • Frontend: HTML, CSS, JavaScript. • Hosting: Free-tier hosting platforms like Render, Heroku, or Streamlit Cloud. Deliverables 1. A fully functional web-based Text Summarization Tool. 2. User guide for operation. 3. One-time deployment and setup support. Project Timeline The project will be complet...

I'm looking for a Python developer. Key Responsibilities: - Develop Python scripts for various tasks Ideal Skills: - Strong knowledge and experience in Python See attached text file for details and say "Halo" so i know you have read the file otherwise i will ignore your bid Needed to complete wikipedia script quickly within hours if you can budget is 12 usd per site i only need scripts

I have a pythi=on website I would like to add features and upgrades to in order to function better. Furthermore I am looking for an experienced coder and software developer as we have many projects that need to be worked on.

...skilled developer to create a Python-based Telegram bot for me. The primary functionality of this bot should be the ability to broadcast messages to all users across multiple bots, all running from a single codebase. I currently manage several bots and would like to streamline the process of broadcasting messages across them. Key Requirements: - Implement a message broadcasting system that can reach all users across multiple bots. - Build the broadcast functionality into a single piece of code that can operate all my bots. - The broadcast messages will include both text and images. Ideal Skills: - Proficient in Python, with experience in developing Telegram bots. - Familiar with the Telegram Bot API, particularly for message broadcasting. - Prior experience with Pyth...

I'm seeking a proficient Python developer with substantial experience in web scraping, specifically in image extraction. - Data Type: The primary focus of this project is scraping images from various online sources. - Sources: The specific sites for scraping can be discussed and will be determined based on your expertise and suggestions. - Output Format: The images will need to be stored in a manner that can be discussed further, depending on the scale of the project. Ideal freelancer should have: - Proficiency in Python and web scraping libraries such as BeautifulSoup and Scrapy. - Previous experience in image scraping. - Ability to suggest optimal sources for image scraping. - Good communication skills for discussing project details and updates.

...looking for a Python developer who can create a script for me. The script should: - Take a Wayback Machine page url as input - For each feature listed on (), determine if the feature is implemented on the Wayback Machine page by analyzing the page's HTML, CSS, and inline JavaScript. Make sure to exclude code injected by the Internet Archive. - Support all versions of all major browsers. - Output the feature compatibility list as a CSV file with four columns: wayback machine page root url, browser name, browser version, feature implemented yes/no. The freelancer should also provide a short document (1-3 pages) detailing how the script works. The ideal freelancer for this project should have extensive experience in Python scripting

...skilled developer to create a Python-based Telegram bot for me. The primary functionality of this bot should be the ability to broadcast messages to all users across multiple bots, all running from a single codebase. I currently manage several bots and would like to streamline the process of broadcasting messages across them. Key Requirements: - Implement a message broadcasting system that can reach all users across multiple bots. - Build the broadcast functionality into a single piece of code that can operate all my bots. - The broadcast messages will include both text and images. Ideal Skills: - Proficient in Python, with experience in developing Telegram bots. - Familiar with the Telegram Bot API, particularly for message broadcasting. - Prior experience with Pyth...

...skilled developer to create a Python-based Telegram bot for me. The primary functionality of this bot should be the ability to broadcast messages to all users across multiple bots, all running from a single codebase. I currently manage several bots and would like to streamline the process of broadcasting messages across them. Key Requirements: - Implement a message broadcasting system that can reach all users across multiple bots. - Build the broadcast functionality into a single piece of code that can operate all my bots. - The broadcast messages will include both text and images. Ideal Skills: - Proficient in Python, with experience in developing Telegram bots. - Familiar with the Telegram Bot API, particularly for message broadcasting. - Prior experience with Pyth...

I want to watch the changes in holder numbers, bio, etc over time of one website, two different sections: and There is a list of agents on each of them. Once one clicks on one of them there is plenty of info. Collect and put in json on file (2 jsons, 1 for each of the sectors) Important: Deliverable is the python script. I want to be able to update the data daily.

...and a positive interaction experience for the leads. Optimize for both performance and user experience. Documentation: Provide clear documentation and training on how the integration works for future reference and potential troubleshooting. Requirements: Proven experience in AI development, particularly in setting up AI assistants or chatbots with real-time capabilities. Strong coding skills in Python, JavaScript, or other relevant languages for AI integration. Experience with lead generation systems, CRM integrations, and AI-driven customer service tools. Familiarity with voice recognition technology, IVR systems, and automated calling functionality is a plus. Detail-oriented, with the ability to ensure smooth interactions and high-quality user experiences. Strong problem-solvi...

I'm looking for an experienced professional to host my Django application on AWS Elastic Beanstalk. The application should connect to a PostgreSQL database and utilize auto-scaling features to manage varying loads efficiently. Key Requirements: - Expertise in Django and AWS Elastic Beanstalk - Proficiency in PostgreSQL - Experience with implementing auto-scaling features The project involves setting up a production environment for the application. Please bid only if you have relevant experience and can provide a robust, scalable solution.

I am looking for a skilled Python or JS developer with expertise in web scraping, Selenium, and HTML parsing to enhance and complete a job scraping tool for the Adzuna job portal. Project Goals: code must fetch all job listings from Adzuna for a given search query URL (e.g., ). Handle cases where JSON-LD data is missing by falling back to HTML parsing to extract all relevant details. Current Issues: my code scrapes some job data (titles, descriptions, company names, etc.), but many fields remain blank. Not all job listings are fetched; the script currently stops at ~157 jobs out of ~410 listed. Fallback HTML parsing is insufficient, leaving many fields incomplete. Requirements: Comprehensive Data Extraction: Fetch all job listings from

I need a fullstack developer skilled in PHP and React Native to work on my application. The specifics of the project will be discussed, but I expect you to have the capability to handle the full stack of the application. I have my own doctor app, i need developer who can work on agora api which i used for video calling. So am not able to connect my call, when am trying to join call am gett...understand project specifications Skills: - PHP - React Native - Fullstack Development - Backend Development - App Development Please note, the answers to the questions regarding the primary goal of the project, specific features, and data handling have not been defined yet, but flexibility and understanding are key. NOTE:- PLEASE ONLY APPLY IF ANYBODY CAN START WORK RIGHT AWAY, backend host on A...

I am seeking a seasoned Selenium and Python professional who can assist me with automating the scraping of data from various e-commerce sites. Ideal Skills and Experience: - Proficient in Python and Selenium - Strong experience in web scraping - Familiarity with e-commerce websites - Understanding of data extraction and processing - Knowledge of legality and ethics in web scraping Please note, while the primary focus is on scraping product information, the scope may extend to other types of data as needed.

I need an experienced developer to modify a script ... Example token to buy "oraim8c9d1nkfuQk9EzGYEUGxqL3MHQYndRw1huVo5h" I have the RPC_ENDPOINT = "CHAINSTACK_NODE" <API Key> Key Requirements: - Modify the existing script for automated buying and selling of fungible tokens. - Implement transaction logging within the script for tracking purposes. Ideal Skills: - Extensive experience with Solana platform. - Proficient in scripting for fungible token trading. - Prior work with creating automated trading scripts. - Capable of implementing logging within scripts. Only wtih python Solana version 0.36.2

I'm looking for an expert in PSS/E using Python who can model the Reactive Power Capability of Solar PV.

...NestJS (preferred). • RESTful API design for key endpoints. • Data validation on input (e.g., using a library like Joi/Zod). 3. Database: • Preference for PostgreSQL (relational) or MongoDB (NoSQL). • Must store property, tenant, and payment data reliably. 4. Deployment: • Local environment for development (Docker optional but nice to have). • Production environment can be anything simple (AWS, DigitalOcean, Heroku, etc.). • Provide instructions for deployment and environment variables in a README. 5. Security Considerations: • Passwords hashed using bcrypt or similar. • Use HTTPS in production if feasible (SSL cert if hosted publicly). 6. Version Control: • Source code stored in a private Git repo. • We expect...

I'm in need of a Python expert who can assist me with a web scraping project. The primary focus of this project is to scrape user data from various websites. Skills & Experience Required: - Extensive knowledge and experience with Python, particularly in web scraping libraries such as BeautifulSoup, Scrapy, etc. - Familiarity with handling and parsing user data. - Prior experience with web scraping projects. - Understanding of ethical considerations and legal restrictions related to web scraping. - Ability to deliver clean, well-documented code. Please note that the exact websites from which data needs to be scraped will be determined later, so flexibility and adaptability are key.

years of experience 8 years . Proven experience in Amazon Alexa . Hands-on experience in OpenSearch, Kefka, Splunk, Glue,pyspark,EMR, Lambda,dynamo DB . Coding: python,c++, Java, object-oriented language, or other modern programming language . Integrate Alexa skills with third-party APIs, databases, and other systems

years of experience 8 years . Proven experience in Amazon Alexa . Hands-on experience in OpenSearch, Kefka, Splunk, Glue,pyspark,EMR, Lambda,dynamo DB . Coding: python,c++, Java, object-oriented language, or other modern programming language . Integrate Alexa skills with third-party APIs, databases, and other systems

...development. Backend Framework: Use Node.js with or Django for server-side development. Implement REST APIs or GraphQL for communication between frontend and backend. Database: Use MongoDB or PostgreSQL to store user data, course details, and transactions. Cloud Integration: Use AWS or Firebase for cloud services like video storage, live streaming, and user authentication. Payment Processing: Include APIs for payment integration (e.g., PayPal, Razorpay, Stripe). Video Streaming: Use platforms like AWS MediaLive, , or Twilio for live and on-demand video streaming. Deliverables: A functional prototype of the app for both Android and iOS. Backend APIs for user authentication, course management, and payment processing. Frontend UI with seamless navigation for users and i...

I have a Python file that works but needs finishing off with the addition of new API endpoints. It also requires quality assurance, integration to AWS Lambda, setting up API Gateway and an EC2 instance. Ideal Skills: - Proficient in Python - Telegram inline markup - Experience with AWS services (Lambda, EC2, API Gateway) - Strong in Quality Assurance The additional functionality required includes: - Implementing new API endpoints - Ensuring these endpoints facilitate data retrieval and data submission Please note, the existing Python file is functional, the work mainly revolves around adding new features and ensuring everything runs smoothly on AWS.

I am looking for a skilled professional who can create Power BI and Python-based dashboards to provide actionable insights for a superstore focusing on the ready-to-eat or cooked food category, as well as for a restaurant business. The project involves working with sample data (you can either create data or use existing publicly available datasets) to generate comprehensive insights.

I'm in need of a Python Selenium expert for a project. While the specific details are still being finalized, the ideal candidate would be someone with: - Proficiency in Python and Selenium - Experience in web scraping, automated testing, and browser automation - Flexibility to adapt to different types of web applications - Capability to support automation across multiple browsers Please reach out if you have the necessary skills and experience.

I am in need of a Python developer with substantial experience in Django for web development. The primary focus of this project is to develop a web application with a robust REST API. Key Requirements: - Extensive experience with Python and Django - Strong understanding of web development principles - Proven track record of developing REST APIs Ideal Skills: - Python - Django - Web Development - REST API Development

Hiring for Project Management Trainer in Dev Ops Hands-on knowledge of either AWS or Azure, with a good understanding of similar services running on the other platform. Cloud-Native and Hybrid Systems Cloud Concepts: In-depth understanding of cloud computing principles, including compute, storage, and networking. Familiarity with hybrid cloud and multi-cloud deployment strategies. Scalability and High Availability: Networking Fundamentals Network Architecture: Strong understanding of network topologies and design principles (e.g., LAN, WAN, VPN, Subnets). Knowledge of routing, switching, and DNS configurations in platform-agnostic environments. Virtual Private Cloud (VPC): similar terminology in Azure Understanding of virtual networking concepts such as isolated network env...

...'Subscription', 'Rating'. - Identify and clean duplicate and dead records, i.e. blocked email addresses. 2. Database Synchronization: - Develop a Python script for fetching data from our database and updating or adding records in Zoho CRM. - Ensure the script is capable of handling incremental updates and can operate on a set schedule. 3. Documentation & Automation: - Create clear and concise documentation detailing the cleanup and synchronization processes. - Automate the sync script for regular execution (e.g., hourly via crontab). Ideal Skills: - Extensive experience with Zoho CRM and its API. - High proficiency in SQL and Python. - Strong familiarity with data cleaning and automation tools. Please reach out if you're int...

...to transcribe lectures with high accuracy. Web Scraping Pipelines: Develop reliable web scraping tools (using Puppeteer, Scrapy) for structured extraction of content from articles, ensuring compliance with copyright laws. Dynamic Infographics: Integrate libraries (e.g., D3.js, Canva API) to generate interactive and visually appealing infographicsDeploy the system on a scalable cloud platform (AWS, GCP, or Azure) using container orchestration tools like Kubernetes for high availability. Use message queues (e.g., Kafka, RabbitMQ) for handling concurrent requests. Implement caching (e.g., Redis, Memcached) to improve response time for frequently accessed summaries. b. Performance Optimization Dynamic Workload Balancing: Implement load balancers to distribute incoming workloads ev...

... How We Work Use a 4-step process: 1. Assess: Understand challenges. 2. Plan: Customize the DevOps strategy. 3. Implement: Set up and train teams. 4. Support: Provide ongoing monitoring and improvements. 5. Case Studies/Testimonials Showcase real success stories. For example: Case Study Example: “XYZ Corp reduced deployment time by 70% with our DevOps pipeline.” Add video testimonials from satisfied clients. 6. Tools & Technologies Highlight expertise with tools: Docker, Kubernetes, Jenkins, AWS, Azure, etc. Explain tool benefits briefly (e.g., “Docker simplifies containerization, making apps portable and scalable.”). 7. Blog/Resources Section Post content like: “What is DevOps, and Why Does Your Business Need...

...training and evaluation. • Provide recommendations on the data split for training, validation, and testing. 6. Documentation: • Provide detailed documentation of the pipeline, processes, and integration for future reference and scalability. Requirements: • Expertise in NLP, fine-tuning open-source models, and data extraction. • Proficiency in LangChain TS and ZOD validation. • Strong skills in Python and/or TypeScript. • Ability to deliver both technical solutions and comprehensive documentation. Deliverables: 1. Fully functional pipeline for fine-tuning and data extraction. 2. Integration of LangChain and feedback loops for validation. 3. Finalized and validated JSON outputs adhering to the provided schema. 4. Comprehensive documentatio...

We are seeking a skilled Full Stack Developer with over 3+ years of experience in Azure Cloud, Node.js, and AWS Serverless technologies. The ideal candidate will be responsible for developing and maintaining web applications, ensuring they are responsive, scalable, and performant. You will collaborate with cross-functional teams to deliver high- quality software solutions. Key Responsibilities: • Develop, test, and maintain web applications using Node.js. • Design and implement cloud-based solutions on Microsoft Azure and AWS. • Develop and manage AWS serverless applications using Lambda, DynamoDB. • Implement payment gateway integrations. • Collaborate with UI/UX designers to translate designs into functional, responsive web applications. &bu...

...upload product details (photos, quantity, price) in just a few clicks. Order Flow: Clear steps for placing and managing orders with real-time notifications. 6. Technical Requirements: Platform: Web-based platform (for desktop and mobile versions). Mobile apps for Android and iOS (native development or cross-platform tools like Flutter). Backend Infrastructure: Database: Cloud-based database (e.g., AWS, Firebase) for storing user profiles, transactions, and product data. Payment Gateway Integration: Use a secure payment gateway that supports UPI, card payments, and other local options. Security: Implement SSL encryption, two-factor authentication, and secure payment processing. APIs: Payment Gateway API (e.g., Razorpay, Paytm). Logistics API for shipping and tracking (e.g., Del...

Tiempo total o parcial Estoy buscando un programador de habla hispana con experiencia en AWS y GCP para un proyecto crucial que involucra la migración de mi base de datos SQL a la nube. Requisitos clave del proyecto: - Migración de Datos: Transferencia de mi base de datos SQL a un entorno de nube. - Plataformas: Utilizando principalmente AWS y GCP para esta migración. - Idioma: Dominio del español para facilitar una comunicación clara. Si tiene un historial comprobado con servicios en la nube, particularmente en migración de datos y manejo de bases de datos SQL, me encantaría saber de usted.

...Experience: Must be seamless for both buyers and sellers, featuring fast loading pages, easy navigation, and responsive design. Responsive Design: Ensure the site works smoothly on mobile, tablet, and desktop. Back-end: Framework: Django (Python), Express (Node.js), Ruby on Rails, or similar. Database: PostgreSQL, MySQL, or MongoDB. Microservices vs Monolithic: Start monolithic for simplicity and refactor into microservices as you scale. APIs: RESTful or GraphQL to facilitate communication between front-end and back-end. Hosting & Deployment: Cloud Providers: AWS, Azure, or Google Cloud Platform. CI/CD: Implement continuous integration and deployment pipeline (Jenkins, GitHub Actions, GitLab CI). Scalability: Use load balancers and auto-scaling groups. Timeline: We ar...

I am looking for a skilled software developer with expertise in Python to create a fully functional Windows application. This application should support the RTSP media streaming protocol and utilize the FFmpeg media processing library. Key Skills Required: - Proficiency in Python - Experience with RTSP media streaming protocol - Extensive knowledge of FFmpeg - Familiarity with Windows application development frameworks (like WinForms or WPF) - Competence in network programming and socket development Deliverables: 1. A fully functional Windows application that meets the outlined requirements. 2. Well-documented source code with proper comments. 3. An installation package for easy deployment. 4. A user manual tailored for non-technical users. The ideal candidate for this pro...

Hi I have an instance running on AWS. it is a clean installation of windows server 2012. It needs to be configured so I can access it from my local machine through RDP connection. deliverables: 1. configure the instance of windows server 2012 so remote desktop connection is possible. 2. explain what you did in a short document.

I'm looking for a Python expert who can help analyze our customer data. - The primary goal of this project is to derive insights from our customer data to drive business decisions. - The data is stored in databases, so experience with SQL and database management is a plus. - A strong background in data analysis and Python is essential for this project. Please include your relevant experience and examples of similar projects you've completed in your proposal.

I need to source 500 000 questions, answers, and comments about agricultural topics in South Africa. The goal is to use this dataset in AWS Sagemaker, so alignment and data normalization are very important. To add more context: It is questions, answers, and comments based on an agriculture-type conversation. Reddit is a forum that can also be used as an example. I can provide some links. I will provide a dataset with some real data; please add as much real data as possible. Let's discuss more