{"library":"pyjanitor","type":"library","category":null,"description":"pyjanitor is a Python library that extends pandas DataFrames with a clean, user-friendly API for data cleaning and preprocessing. Inspired by the R `janitor` package, it facilitates common data wrangling tasks like cleaning column names, handling missing values, and method chaining. Currently at version 0.32.23, the library maintains an active development pace with frequent releases addressing performance, new features, and deprecations to align with evolving pandas APIs.","language":"python","status":"active","version":"0.32.23","tags":["pandas","data cleaning","data science"],"install":[{"cmd":"pip install pyjanitor","imports":["import janitor","import pandas as pd"]}],"homepage":null,"github":"https://github.com/pyjanitor-devs/pyjanitor","docs":"https://pyjanitor-devs.github.io/pyjanitor","changelog":null,"pypi":"https://pypi.org/project/pyjanitor/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":13.6,"avg_import_s":4.39,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pyjanitor/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}