How to specify a variable in pandas as ordinal/categorical? Unlocking the Power of Ordinal and Categorical Data in Pandas Pandas the go to library for data manipulation in Python provides robust tools for handling differ 2 min read 07-10-2024 30
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Finding probabilities of each value in all categorical columns across a dataframe Finding Probabilities of Each Value in Categorical Columns Across a Data Frame In data analysis particularly when working with categorical data it s essential t 3 min read 22-09-2024 57
Why concatenation can't handle Nones in categorical columns when the DF can hold it in the first place Why Concatenation Throws a Warning with Categorical Columns and Missing Values When working with pandas Data Frames you might encounter a Future Warning message 2 min read 31-08-2024 45
Interpretation of ordered and non-ordered factors, vs. numerical predictors in model summary Understanding Factor Levels and their Impact on Model Interpretation This article will delve into the interpretation of ordered and non ordered factors in a sta 3 min read 29-08-2024 58
Why the contribution of a categorical value in SHAP trained on Catboost differs from observation to observation Understanding Variable Contributions in SHAP for Categorical Features with Cat Boost When working with categorical features and SHAP values you might observe th 2 min read 28-08-2024 57