Take the nth row from each group if n is an int, or a subset of rows if n is a list of ints. If dropna, will take the nth no

Apply the `put` method to its `values` attribute if it has one. See Also -------- numpy.ndarray.put

Combine list-like of Categorical-like, unioning categories. All categories must have the same dtype. .. versionadded:: 0.19.0 Param

Check whether the provided array or dtype is of a boolean dtype. Parameters ---------- arr_or_dtype : array-like The array o

Modify Panel in place using non-NA values from other Panel. May also use object coercible to Panel. Will align on items. Pa

Ensures that argument passed in arg_name is of type bool.

Drop-in replacement for str(obj) that tries to be Unicode friendly. It first tries str(obj). If that fails with a UnicodeEncodeError,

Drop-in replacement for str(obj) that tries to be Unicode friendly. It first tries str(obj). If that fails with a UnicodeEncodeError,

Drop-in replacement for str(obj) that tries to be Unicode friendly. It first tries str(obj). If that fails with a UnicodeEncodeError, then

Drop-in replacement for str(obj) that tries to be Unicode friendly. It first tries str(obj). If that fails with a UnicodeEncodeError, then

Shortcut to MaskedArray. The options are in a different order for convenience and backwards compatibility.

Convert the input to an ndarray, but pass ndarray subclasses through. Parameters ---------- a : array_like Input data, in any for

Check that left and right Index are equal. Parameters ---------- left : Index right : Index exact : bool / string {'equiv'}, defa

Return DataFrame with requested index / column level(s) removed. .. versionadded:: 0.24.0 Parameters ----------

Get the y tick labels as a list of :class:`~matplotlib.text.Text` instances. Parameters ---------- minor : b

More flexible, faster check like ``is`` but that works through views. Note: this is *not* the same as ``Index.identical()``, which c

Connect event with string *s* to *func*. The signature of *func* is:: def func(event) where event is a :class:`matplotli

muldiv functions */ This API takes signed arguments and rounds the result to the nearest * integer (or, for a fixed point number - the standard argum

Return a new Index of the values set with the mask. See Also -------- numpy.ndarray.putmask

Reduce target along the given axis.

Add text to the axes. Add the text *s* to the axes at location *x*, *y* in data coordinates. Parameters ----------

Add an axes to the figure. Call signatures:: add_axes(rect, projection=None, polar=False, **kwargs) add_axe

Convert categorical variable into dummy/indicator variables. Parameters ---------- data : array-like, Series, or DataFrame D

Return the `.Figure` instance the artist belongs to.

Alter axes labels. Function / dict values must be unique (1-to-1). Labels not contained in a dict / Series will be left as-i

Convert Series to DataFrame. Parameters ---------- name : object, default None The passed name should su

Convert the input to an array. Parameters ---------- a : array_like Input data, in any form that can be converted to an array. T

Checks the elementwise equality of two masked arrays.

Register *func* to be called when signal *s* is generated.

Infer and return an integer array of the values. Parameters ---------- values : 1D list-like dtype : dtype, optional dty

od.items() -> list of (key, value) pairs in od

A scatter plot of *y* vs *x* with varying marker size and/or color. Parameters ---------- x, y : array_like, shape (

Set the text string *s*. It may contain newlines (``\\n``) or math in LaTeX syntax. Parameters ---------- s

Convert argument to a numeric type. The default return dtype is `float64` or `int64` depending on the data supplied. Use the `downcast`

Return the last row(s) without any NaNs before `where`. The last row (for each element in `where`, if list) without any NaN

Return the mode(s) of the dataset. Always returns Series even if only one value is returned. Parameters ----------

Return the sum of the array elements over the given axis. Masked elements are set to 0 internally. Refer to `numpy.sum` for

Return total duration of each element expressed in seconds. This method is available directly on TimedeltaArray, TimedeltaIndex

Return unique values of Series object. Uniques are returned in order of appearance. Hash table-based unique, therefore does

Return Series as ndarray or ndarray-like depending on the dtype. .. warning:: We recommend using :attr:`Series.array` or

Convert the input to a masked array of the given data-type. No copy is performed if the input is already an `ndarray`. If `a` is a subcl

Autoscale the view limits using the data limits. You can selectively autoscale only a single axis, e.g., the xaxis by settin

For artists in an axes, if the xaxis has units support, convert *x* using xaxis unit type

Generic import function for any type of header-like object. Adapted version of MutableMapping.update in order to insert items with sel

Return the Unicode normal form for the strings in the Series/Index. For more information on the forms, see the :func:`unicode

Generator method to split a string using the given expression as a separator. May be called with optional ``maxsplit`` argument, to l

Convert the blockmanager data into an numpy array. Parameters ---------- transpose : boolean, default False If Tr

For artists in an axes, if the yaxis has units support, convert *y* using yaxis unit type

Print a concise summary of a DataFrame. This method prints information about a DataFrame including the index dtype and colum

Return the product of array elements over a given axis. See Also -------- prod : equivalent function; see for details.

Roll provided date forward to next offset only if not on offset.

Define one or more actions to perform when successfully matching parse element definition. Parse action fn is a callable method with

Define one or more actions to perform when successfully matching parse element definition. Parse action fn is a callable method wit

Transforms the mvoid object into a tuple. Masked fields are replaced by None. Returns ------- returned_tuple Tuple of f

Unpack an object from `packed`. Raises `ExtraData` when `packed` contains extra bytes. See :class:`Unpacker` for options.

Several array-like containers that should have effectively identical behavior with respect to arithmetic operations.

Returns value occupying requested label, default to specified missing value if not present. Analogous to dict.get Parameters

Construct NDFrame from group with provided name. Parameters ---------- name : object the name of the gro

Look for an encoding by its label. This is the spec’s `get an encoding <http://encoding.spec.whatwg.org/#concept-encoding-get>`_ algorith

Return values at the given quantile over requested axis. Parameters ---------- q : float or array-like, default 0.5

The width and height of the bounding box. May be negative, in the same way as :attr:`width` and :attr:`height`.

Returns numpy array of datetime.time. The time part of the Timestamps.