ilyasurkov94 / data-science-portfolio

Data Science Portfolio website created with Jupyter notebooks and Mercury

Data Science Portfolio website with Jupyter notebook and Mercury

Data Science Portfolio website contructed from Jupyter notebooks and served with Mercury.

💻 Demo

Demo is running at Heroku free dyno at http://piotr-data-science-portfolio.herokuapp.com.

📓 Notebooks

There are three notebooks served. Each notebooks is interactive - they have YAML header defined for Mercury.

• Hello notebook - it accepts the name, and display welcome message,
• CSV preview - it accepts a CSV file and display it,
• Show image - it accpets image file and display it.

⚠️ The GitHub is not displaying the RAW cells when preview notebooks in GitHub. It is the best to clone the repo and open it in Jupyter Notebook/Lab.

🖥️ Run locally

Clone the code

git clone [email protected]:pplonski/data-science-portfolio.git

Add notebooks to Mercury

mercury add hello_notebook.ipynb
mercury add csv_preview.ipynb
mercury add show_image_notebook.ipynb

Run local server

mercury runserver --runworker

Please open a web browser, the website is running at http://127.0.0.1:8000.

🧰 Deploy

The repo can be easily deployed to Heroku with few commands.

Create Heroku app

heroku create my-amazing-app-name

Set environment variables in Heroku

heroku config:set SERVE_STATIC=True
heroku config:set ALLOWED_HOSTS=my-amazing-app-name.herokuapp.com
heroku config:set NOTEBOOKS=*.ipynb
heroku config:set WELCOME=welcome.md

Push the code to Heroku

git push heroku main

Happy coding!

I hope that this example Data Science Portfolio will help you create your own website. Good luck!