Comprehensive E-commerce Website Development

The project aims to create a comprehensive, user-friendly website with a database housing information about colleges and universities offering softball and baseball programs. This website will provide subscription-based access to detailed, regularly updated data collected via web scraping from thousands of unique websites. The platform will also offer advanced search and visualization tools for users to filter and analyze the data according to their preferences.

Requirements
(1) Website Development
- Database Integration: Develop a secure, robust database to house detailed information about colleges and universities.
- Subscription Model: Implement a paywall for access to the database, including support for subscriptions and one-time purchases of digital products.
- Content Management: Enable posting of videos and other content behind the paywall.
- E-commerce: Facilitate the sale and download of digital products post-payment.
-User and admin login
- The ability to add and edit website content/pages easily
- Transfer site to host and ensure all technical issues are addressed

(2) Web Scraping Tool
> Scope: Create a tool capable of managing web scraping from thousands of unique websites, including both main college websites and their athletic subdomains.
> Bypass Protections: Implement mechanisms to bypass IP restrictions, Captcha, and anti-bot or cloudflare protections.
> Data Collection: Collect detailed information including (more could be added so need to be able to do that easily):
- University/College Name
- City, State
- Number of Students Enrolled
- Annual Tuition (In-state, Out-of-state)
- % of Students Living on Campus
- Campus Size (acres)
- Acceptance Rate
- Average GPA, SAT, and ACT scores
- Detailed Softball and Baseball Coaches Information
- Softball and Baseball Roster Details
- Softball and Baseball Division and Conference

(3) Customer-Facing Tool
> Search and Filter: Develop a tool for users to search the database based on customizable preferences, with flexible inputs and outputs.
> Data Visualization: Implement data visualization features to present search results in a user-friendly manner.
> Unique User Experience: Ensure each user has a unique, isolated experience when accessing the tool simultaneously.
> Result Management: Enable users to view results on the site or download them for offline use.

(4) Change Tracking
> Database Monitoring: Implement functionality to track changes in the database over time with weekly web scraping updates.
> Change Reports: Generate reports highlighting changes (e.g., new coach hires) for validation and update purposes.

(5) Downloadable Lists
> Coach Information: Provide downloadable lists of softball and baseball coaches sorted by division and school, updated with each web scraping run.

Must-Haves
- User-Friendly Tools: Ensure all tools are easy to use for non-technical users.
- Data Visualization: Include high-quality data visualization to enhance user experience.
- Backend Simplicity: Ensure the website and backend are simple to update.
- Proficient Web Scraping: Demonstrable expertise in web scraping and bypassing anti-scraping measures.
- Programming Expertise: Proficiency in Python or other relevant programming languages.
- Database Management: Experience with Google Sheets and database creation.
- Attention to Detail: High attention to detail in data classification and categorization.

Project Phases
(1) Planning and Design
- Finalize project requirements and design wireframes.
- Define database schema and data flow.
- Plan web scraping strategy and tools.

(2)Website Development
Develop the main website with a secure database.
Implement subscription model and e-commerce functionalities.
Set up content management system.

(3)Web Scraping Tool Development
Develop and test web scraping scripts.
Implement IP, Captcha, and anti-bot bypass measures.
Validate data collection and storage.

(4) Customer-Facing Tool Development
Develop advanced search and filter tool.
Integrate data visualization components.
Ensure unique user experience and result management.

(5) Change Tracking and Reporting
Implement change tracking functionality.
Develop automated report generation for database changes.

(6)Deployment and Testing
Deploy website and tools to a staging environment.
Conduct thorough testing and user acceptance testing (UAT).
Launch the website and tools.

(7) Maintenance and Support
- Provide ongoing maintenance and support.
- Regularly update web scraping scripts as needed.

Tools and Technologies
- Programming Languages: Python (for web scraping and backend development), JavaScript (for frontend development)
- Frameworks and Libraries: Django or Flask (for backend), React or Vue.js (for frontend), BeautifulSoup, Scrapy, or Selenium (for web scraping)
- Database: PostgreSQL or MySQL
- Data Visualization: D3.js, Chart.js, or Google Charts
- Hosting: AWS, Heroku, or similar cloud services

This project will require a collaborative approach, with clear communication and iterative development to ensure all requirements are met effectively. Regular updates and feedback loops with stakeholders will be essential for success.