Added an introduction to the reshaping documentation (#7623)

* adding an introdcution to reshaping doc

* added an introduction to the reshaping doc

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* made changes to the reshaping documentation file

* Remove blank lines

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tom Nicholas <[email protected]>

Author: 3 people

doc/user-guide/reshaping.rst

@@ -4,7 +4,12 @@
 Reshaping and reorganizing data
 ###############################
 
-These methods allow you to reorganize your data by changing dimensions, array shape, order of values, or indexes.
+Reshaping and reorganizing data refers to the process of changing the structure or organization of data by modifying dimensions, array shapes, order of values, or indexes. Xarray provides several methods to accomplish these tasks.
+
+These methods are particularly useful for reshaping xarray objects for use in machine learning packages, such as scikit-learn, that usually require two-dimensional numpy arrays as inputs. Reshaping can also be required before passing data to external visualization tools, for example geospatial data might expect input organized into a particular format corresponding to stacks of satellite images.
+
+Importing the library
+---------------------
 
 .. ipython:: python
     :suppress: