NCAR: Hydrological Modeling Who am I? What problem am I trying to solve? How does Dask help? Why we chose Dask Pain points Technology we use around Dask Other thoughts N...

Data Structures DataArray Creating a DataArray DataArray properties DataArray Coordinates Dataset Creating a Dataset Dataset contents Dictionary like methods Transforming da...

What’s New API reference xarray Internals Development roadmap Contributing to xarray Xarray related projects

Presentations On Dask Presentations On Dask PyCon Korea 2019, August 2019 Adapting from Spark to Dask: what to expect (18 minutes) SciPy 2019, July 2019 Refactoring the Sci...

What’s New v0.12.3 (10 July 2019) New functions/methods Enhancements Bug fixes v0.12.2 (29 June 2019) New functions/methods Enhancements to existing functionality IO related ...

Toy weather data Examine a dataset with pandas and seaborn Probability of freeze by calendar month Monthly averaging Calculate monthly anomalies Calculate standardized monthly ...

弃用面板(Deprecate Panel) 弃用面板(Deprecate Panel) Over the last few years, pandas has increased in both breadth and depth, with new features, datatype support, and manipulation routi...

Working with pandas Hierarchical and tidy data Dataset and DataFrame DataArray and Series Multi-dimensional data Transitioning from pandas.Panel to xarray Working with pan...

API reference Top-level functions Dataset Creating a dataset Attributes Dictionary interface Dataset contents Comparisons Indexing Missing value handling Computation Resha...

Plotting Introduction Imports One Dimension Simple Example Additional Arguments Adding to Existing Axis Controlling the figure size Multiple lines showing variation along a d...