Comparing Filtering Methods on MoMA Artworks
We regularly filter dataframes using boolean masking, loc, query, and numpy.where. I was curious how they actually compared. I came…
Tag: Data Manipulation
Comparing groupby, pivot_table, and crosstab on Covid Smell Loss Data
We routinely use groupby, pivot_table, and crosstab along with stack and unstack to pivot data by variables in order to…
Cleaner, Clearer Code with Pipe
I first came across pandas pipe last month at a Berlin Time Series Analysis meetup and in a TDS post.…
SpaceX & Wine: Reshaping Nested Data
We often encounter nested data, including in json files or dataframes with nested data columns. Today, we’ll walk through a…
’96 Sonics: 3 Regex Methods to Split Names
Today, we’ll walk through 3 simple regex methods to split names into first and last names in a dataframe. We’ll…