The first run will take a few minutes as the HTTP requests are cached by scrapy.
The custom code is all contained in a single spider under /ml_scrapy_mojis/spiders/unicode.py.
You need to install the scrapy package before running it. You can use the following commands:
# Install scrapy.
pip install scrapy
# Run the spider.
scrapy crawl unicode