Directory of vetted singing teachers and schools in NYC to help connect students and teachers.
Students can discover teachers that are a good fit for them and what they want to learn.
Teachers can get new students without having to pay the exorbitant prices of platforms like lessons.com.

## Built with:

- [Unicorn Platform](https://unicornplatform.com/?via=bailey55)
- [Google Sheets](https://sheets.google.com)
- [Uploadcare](https://uploadcare.com/)

NYC Singing Lessons

Exploration of websites registered under the `.nyc` domain name program, offered by New York City since 2014. Web app for exploring the data, and ETL pipeline for pulling the open data, enriching it with queries to registered domain names, and loading it into an API-accessible database.

## Built with:

- ETL pipeline and data analysis
  - [NYC Open Data](https://data.cityofnewyork.us/Business/-nyc-Domain-Registrations/9cw8-7heb/about_data) - Official source for .nyc data, and 3000+ other data sets.
  - [Jupyter Notebook](https://jupyter.org/) - "The Jupyter Notebook is the original web application for creating and sharing computational documents. It offers a simple, streamlined, document-centric experience."
  - [Python](https://www.python.org/) - Programming language used for enriching and processing the data.
    - [Pandas](https://pandas.pydata.org/) - Python data analysis tooling
    - [Beautiful Soup](https://www.crummy.com/software/BeautifulSoup/) - Website scraping tool to extract relevant metadata from websites
- Web app for exploring the data
  - [Next.js](https://nextjs.org/) - Framework for building the website
  - [Supabase](https://supabase.com/) - Database to host the enriched URL information

All of .nyc

I led a few workshops on the science and building process of terrariums. Check out the slides I used if you want to learn, or make your own.

Projects

NYC Singing Lessons

All of .nyc

Terrarium Workshop