Data for Human Identities across Nations of the Earth, Ngram Investigator (HINENI)

This web tool allows for quick exploration of small sets of nations and search terms. You are welcomed and encouraged to download the entire HINENI dataset, so that you might work independently with tools of your choosing.

I have hosted a copy of the annual, cross-sectional, incidences and prevalences on the Open Science Framework. Download the data as hineni.csv from

The file hineni.csv contains signifier prevalence data from 32 nations for the years 2012-2023.

The counts are based on cross-sectional, annual samples of tweeting users.