As a feminine name it can be from Japanese 詩 (shi) meaning "poem" combined with 織 (ori) meaning "weave". It can also be from 栞 (shiori) meaning "bookmark" (usually feminine) or 撓 (shiori) meaning "lithe, bending" (usually masculine), as well as other kanji or kanji combinations.
We use a combination of data from the internet, and our own Machine Learning models to make these predictions.
In a gist, we use a Machine Learning model trained on a diverse global dataset of 100m+ names, and use it to predict different traits for a person based on first name!
NameGuessr guesses a person's nationality, age, and gender based on their name. We also try to give insightful info around the name's origin, name meaning, and name pronounciation.