{"library":"phik","type":"library","category":null,"description":"Phi_K is a practical correlation constant that works consistently between categorical, ordinal, and interval variables. It extends Pearson's hypothesis test of independence, capturing non-linear dependencies and reverting to Pearson's correlation for bi-variate normal distributions. The current version, 0.12.5, was released in July 2025. The library aims for a regular release cadence, with updates occurring every few months to a year, incorporating Python version support and bug fixes.","language":"python","status":"active","version":"0.12.5","tags":["correlation","statistics","data analysis","categorical data","numerical data","mixed data types","pandas"],"install":[{"cmd":"pip install phik","imports":["from phik import phik_matrix","from phik import phik_from_array","from phik import significance_matrix"]}],"homepage":null,"github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/phik/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":15.3,"avg_import_s":0.84,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/phik/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}