Alpha - docs

README.md

@@ -1,41 +1,41 @@
 # Netflix Writer
 
-[![License: GNU AGPL v3](https://img.shields.io/badge/License-AGPL_v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0)<br>[![Python](https://img.shields.io/badge/Python-3.13-blue?logo=python)](https://www.python.org/)
+[![License: GNU AGPL v3](https://img.shields.io/badge/License-AGPL_v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0)
+[![Python](https://img.shields.io/badge/Python-3.13-blue?logo=python)](https://www.python.org/)
 [![Pydantic](https://img.shields.io/badge/Pydantic-2.13-blue?logo=pydantic)](https://docs.pydantic.dev/)
-org/)<br>[![hack.d Lawrence McDaniel](https://img.shields.io/badge/Author-Lawrence%20McDaniel-orange.svg)](https://lawrencemcdaniel.com)
+<br>
+[![hack.d Lawrence McDaniel](https://img.shields.io/badge/Author-Lawrence%20McDaniel-orange.svg)](https://lawrencemcdaniel.com)
 
 This repo contains source code for ...
 Netflix AI Greenlight Challenge: Can Data Science Predict the Next Hit Drama?
 
 ## Quickstart
 
-Install required system packages for your operating system:
+1. Register for Kaggle and get a [Kaggle API Key](./docs/KAGGLE.md)
+2. Install required system packages for your operating system: [Windows](./setup/windows/setup.ps1),
+   [macOS](./setup/macos/setup.sh), [Linux](./setup/linux/setup.sh)
 
-- [Windows](./setup/windows/setup.ps1)
-- [macOS](./setup/macos/setup.sh)
-- [Linux](./setup/linux/setup.sh)
+3. Initialize your environment. This includes creating and activating a Python virtual
+   environment, and then downloading data files for Netflix, IMDb and The Movie
+   Database (TMDB). The final dataset will be located at `./netflix/db/netflix_enriched_dataset.csv`.
 
-Initialize your environment. This includes creating and activating a Python virtual
-environment, and then downloading data files for Netflix, IMDb and The Movie
-Database (TMDB). The final dataset will be located at `./netflix/db/netflix_enriched_dataset.csv`.
+   **The setup process will take between 5 and 15 minutes depending on your compute
+   device and your Internet connection.**
 
-**The setup process will take between 5 and 15 minutes depending on your compute
-device and your Internet connection.**
+   ```console
+   make python-init
+   make run
+   ```
 
-```console
-make python-init
-make run
-```
-
-Other helpful commands:
+4. Other helpful commands:
 
-```console
-source venv/bin/activate
-which python3
-which pip3
-python --version # you should see Python 3.13.x
-pip --version # you should see pip 25.3.x
-```
+   ```console
+   source venv/bin/activate
+   which python3
+   which pip3
+   python --version # you should see Python 3.13.x
+   pip --version # you should see pip 25.3.x
+   ```
 
 ## Completely Remove This Project
 
@@ -44,8 +44,6 @@ make tear-down
 deactivate
 ```
 
-Setup your [Kaggle API Key](./docs/KAGGLE.md)
-
 ## Support
 
 Please report bugs to the [GitHub Issues Page](https://github.com/netflix-writers/netflix/issues)