PinnedChristopher ArizainTowards Data ScienceFaster DataFrame SerializationRead and Write DataFrames Up to Ten Times Faster than Parquet with StaticFrame NPZFeb 32Feb 32
PinnedChristopher ArizainTowards Data ScienceType-Hinting DataFrames for Static Analysis and Runtime ValidationHow StaticFrame Enables Comprehensive DataFrame Type HintsNov 16, 2023Nov 16, 2023
PinnedChristopher ArizainTowards Data ScienceMemoizing DataFrame FunctionsUsing Hashable DataFrames and Message Digests to Optimize Repeated CalculationsMar 3, 20231Mar 3, 20231
PinnedChristopher ArizainTowards Data ScienceUsing Higher-Order Containers to Efficiently Process 7,163 (or More) DataFramesIntroducing the StaticFrame Bus, Batch, Quilt, and YarnJan 6, 2022Jan 6, 2022
Christopher ArizainTowards Data ScienceThe Performance Advantage of No-Copy DataFrame OperationsHow StaticFrame Can Outperform Pandas by Embracing NumPy Array ViewsNov 29, 20221Nov 29, 20221
Christopher ArizainTowards Data ScienceOne Fill Value Is Not Enough: Preserving Columnar Types When Reindexing DataFramesAvoiding undesirable columnar type degradation with StaticFrameJul 20, 2022Jul 20, 2022
Christopher ArizainTowards Data ScienceTen Reasons to Use StaticFrame Instead of PandasCreating more maintainable, less error-prone Python when working with DataFramesSep 13, 20201Sep 13, 20201
Christopher ArizaBoring Indices & Where to Find ThemThe Auto-Incremented Integer Index in StaticFrameAug 18, 2019Aug 18, 2019
