Time series data Creating datetime64 data Datetime indexing Datetime components Resampling and grouped operations Time series data A major use case for xarray is multi-dime...
Pangeo: Earth Science Who Am I? What Problem are We Trying to Solve? How Dask Helps Why We Chose Dask Originally Pain Points Technology around Dask Pangeo: Earth Science ...
Weather and climate data CF-compliant coordinate variables Non-standard calendars and dates outside the Timestamp-valid range Weather and climate data xarray can leverage me...
Interpolating data Scalar and 1-dimensional interpolation Multi-dimensional Interpolation Interpolation methods Advanced Interpolation Interpolating arrays with NaN Example ...
Combining data Concatenate Merge Combine Update Equals and identical Merging with ‘no_conflicts’ Combining along multiple dimensions Combining data For combining datase...
Reading and writing files Pickle Dictionary netCDF Reading encoded data Writing encoded data Scaling and type conversions String encoding Chunk based compression Time units ...
Parallel computing with Dask What is a Dask array? Reading and writing data Using Dask with xarray Automatic parallelization Chunking and performance Optimization Tips Pa...
Indexing and selecting data Positional indexing Indexing with dimension names Nearest neighbor lookups Dataset indexing Dropping labels and dimensions Masking with where Sele...
Installation Required dependencies Optional dependencies For netCDF and IO For accelerating xarray For parallel computing For plotting Instructions Testing Performance Monit...