DataSafari 1.0.0
This marks the release of DataSafari v1.0.0. DataSafari simplifies complex data science tasks into straightforward, powerful one-liners. Whether you're exploring data, evaluating statistical assumptions, transforming datasets, or building predictive models, DataSafari provides all the tools you need in one package.
Key Features in v1.0.0:
- Explorers: Dive deep into your data with enhanced exploratory functions like
explore_df()
,explore_num()
, andexplore_cat()
, designed to provide a detailed analysis of data distributions, outliers, and variable characteristics. - Transformers: Prepare your data with advanced transformation capabilities, including
transform_num()
andtransform_cat()
, ensuring your datasets are clean and optimized for further analysis. - Evaluators: Verify data assumptions with our robust evaluative modules like
evaluate_normality()
andevaluate_variance()
, essential for rigorous statistical analysis. - Predictors: Simplify model building and hypothesis testing with automated functions such as
predict_hypothesis()
andpredict_ml()
, which streamline the entire data processing and model selection workflow.