NBA Statistics Web Scraping Project
$30-250 USD
S-au achitat serviciile după ce au fost prestate
Project Overview
Develop and deploy a Python-based web scraping system to collect NBA player and team statistics from Basketball Reference, updating pre-configured Airtable sheets daily. The system will be hosted on AWS Lambda for automated execution.
Fixed Budget: $100
Project Scope
Data Collection Requirements
Scrape statistics for ~550 players (90 fields per player)
Scrape statistics for 30 teams (90 fields per team)
Data sources span 4-5 specific URLs from Basketball Reference
Update existing Airtable sheets with collected data
Match data to pre-defined columns in Airtable
Technical Requirements
Python Web Scraping
Implement robust scraping scripts using BeautifulSoup/Requests
Handle rate limiting and site restrictions
Include error handling and logging
Maintain efficient processing
AWS Implementation
Deploy on AWS Lambda
Set up daily trigger via CloudWatch
Configure proper timeout and memory settings
Include basic error monitoring
To ensure understanding of project requirements, include the phrase "NBA Stats Scraper 2024" in your proposal. This demonstrates familiarity with the project scope.
Airtable Integration
Update existing sheets without structural changes
Maintain data integrity during updates
Handle API rate limits appropriately
Deliverables
Complete Python source code with documentation
AWS Lambda deployment package
Setup instructions and configuration files
Basic error handling documentation
Test run confirmation with sample data
Required Skills
Python web scraping experience (BeautifulSoup/Requests)
AWS Lambda deployment experience
Airtable API integration experience
Experience handling rate limits and site restrictions
Understanding of sports statistics (preferred)
Project Timeline
Expected completion: 1 week
Including testing and deployment
Additional Notes
Airtable structure already configured
Column mappings will be provided
URLs for data collection will be provided
AWS credentials will be provided
Sample data format will be shared
Selection Criteria
Previous web scraping projects
AWS Lambda experience
Clean, maintainable code
Rate limit handling experience
Quick response time for questions
Required for Proposal
Brief outline of your scraping approach
Previous similar project examples
Estimated timeline breakdown
Questions about the project scope
Confirmation of AWS/Airtable experience
Out of Scope
UI development
Data analysis
Database design
Airtable structure changes
Additional data sources
ID Proiect: #38939234
Detalii despre proiect
96 freelanceri plasează o ofertă medie de 179$ pentru proiect
I am a skilled Python developer and experienced Machine Learning Engineer, capable of delivering solutions tailored to meet your specific requirements. Let me help you achieve your goals with precision and efficiency
Hi there,I'm biddin on your project "NBA Statistics Web Scraping Project" I have read your project description and i'm an expert in Python and machine learning therefore i can do this project for you perfectly.I still Mai multe
Hello H, I am excited to present my proposal for the NBA Statistics Web Scraping Project. With my extensive experience in Python web scraping using BeautifulSoup and Requests, I am well-equipped to develop and deploy Mai multe
Greetings, I possess the expertise needed to accomplish your task seamlessly. Having completed numerous similar projects with success, I invite you to review my profile: https://www.freelancer.com/u/AutoScrape12 Mai multe
Hi there, I checked your requirements and guarantee you that i have relevant experience in Python,ml and data science it's gonna be done within the highest quality . Let's contact via chat so that I can start work imme Mai multe
Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s Mai multe
As an experienced freelancer in Python, C# .net, and VB.Net, I believe my skills in web scraping and data extraction using Selenium makes me the perfect fit for your NBA Statistics Web Scraping project. I have an excep Mai multe
I am excited to submit my bid for the NBA Stats Scraper 2024 project. I have extensive experience in Python web scraping using BeautifulSoup/Requests, AWS Lambda deployment, and Airtable API integration. I will effici Mai multe
NBA Stats Scraper 2024, let this efficient and precise tech pro reduce your scraping job stress. As an accomplished data miner with significant Python web scraping experience in high-profile sports projects, there's ev Mai multe
I have gone through your requirement to scrape lots of websites. I am EXPERT in building scraping tools /scripts. Hence, I can SURELY work on your project. I am having 7 YEARS of EXPERIENCE in developing PHP-PYTHON (Sc Mai multe
Hello, I am highly interested in your project, and with over 9 years of experience in Python web scraping, AWS Lambda deployment, and Airtable API integration, I can deliver exactly what you need. My approach would in Mai multe
Dear Client, I am excited to submit my proposal for this project. With my expertise in Python-based web scraping and AWS Lambda deployment, I am confident in delivering an efficient and robust solution that meets your Mai multe
At TECHIONIK, we understand that building a powerful and reliable web scraping system requires a unique blend of technical prowess and domain knowledge. With my significant expertise in Python web scraping, AWS Lambda Mai multe
Hello haroman86, I am thrilled to present my proposal for the NBA Statistics Web Scraping Project. With my extensive experience in Python web scraping and AWS Lambda deployment, I am confident that I can deliver a rob Mai multe
Hi I am Leo Yeung from Hong Kong who has over 8 years of experience in Software development. I'm really pumped about this opportunity! I have checked your job description for NBA Statistics Web Scraping Project. I r Mai multe
I can develop and deploy an efficient Python-based NBA Stats Scraper 2024 that will collect player and team statistics from Basketball Reference, update Airtable sheets daily, and run on AWS Lambda. Using BeautifulSoup Mai multe
Hello! I'm a skilled Software Engineer with extensive experience in Python, web scraping, and cloud-based deployments. I can develop a Python-based web scraping system to collect NBA player and team statistics from Bas Mai multe
