DOC: update the pandas.Series.diff docstring

Author: adatasetaday

Diff for: pandas/core/series.py

@@ -1607,16 +1607,61 @@ def cov(self, other, min_periods=None):
 
     def diff(self, periods=1):
         """
-        1st discrete difference of object
+        First discrete difference of element.
+
+        Calculates the difference of a Series element compared with another
+        element in the Series (default is element in previous row).
 
         Parameters
         ----------
         periods : int, default 1
-            Periods to shift for forming difference
+            Periods to shift for calculating difference, accepts negative
+            values.
 
         Returns
         -------
         diffed : Series
+
+        See Also
+        --------
+        Series.pct_change: Percent change over given number of periods.
+        DataFrame.diff: First discrete difference of object
+
+        Examples
+        --------
+        Difference with previous row
+
+        >>> s = pd.Series([1, 1, 2, 3, 5, 8])
+        >>> s.diff()
+        0    NaN
+        1    0.0
+        2    1.0
+        3    1.0
+        4    2.0
+        5    3.0
+        dtype: float64
+
+        Difference with 3rd previous row
+
+        >>> s.diff(periods=3)
+        0    NaN
+        1    NaN
+        2    NaN
+        3    2.0
+        4    4.0
+        5    6.0
+        dtype: float64
+
+        Difference with following row
+
+        >>> s.diff(periods=-1)
+        0    0.0
+        1   -1.0
+        2   -1.0
+        3   -2.0
+        4   -3.0
+        5    NaN
+        dtype: float64
         """
         result = algorithms.diff(com._values_from_object(self), periods)
         return self._constructor(result, index=self.index).__finalize__(self)