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Update data analysis #17

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20 changes: 15 additions & 5 deletions DataAnalysis.md
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* Accessing VDI
* The different NCI filesystems
* Finding data recap
- /home
- /short
- MDSS
- /g/data
* [Finding data recap](NCI_data.md)
* CDO and NCO commands
* CLEX Conda environments
* Using Jupyter Notebook
* Basic Pandas, Xarray and Matplotlib
* Basic Numpy, Pandas, Xarray, Scipy and Matplotlib

## Data Formats

* HDF5/NetCDF - Self-describing data
* Remote file access with OpenDAP
* CF Conventions
* [Remote file access with OpenDAP](opendap.md)
* GRIB & UM files - Tiled data
* Reading and analysing files with Iris

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* Writing Python scripts
* Testing analysis scripts
* Parallel processing with Dask
* Piplelines for processing lots of files
* Pipelines for processing lots of files
* Running analyses in the PBS Queue
* GNU Parallel on compute nodes

Expand All @@ -31,6 +36,11 @@
* Previewing files with ncview and xconv
* Creating plots with Matplotlib
* Maps and projections with Cartopy
* Plotting stats with Seaborne
* Plotting stats with Seaborn
* Importing data into GIS
* 3D Visualisation

## Model Evaluation

* ESMValTool
* modelevaluation.org