Converting Thumbs-Up/Thumbs-Down to Percentiles with Skewness Intact

With Amazon Book Reviews in Python

The thumbs-up/thumbs-down metric has become very popular. It’s used on YouTube, Amazon and other sites to obtain user and product information. The metric is simple, useful and inviting.

When I search toddler videos for my daughter, I get videos with 500,000…