1. API Overview

For each container, the complete public API is presented below. Note that interface endpoints are expanded to show all interface sub components.

This is an overview for quick reference; for detailed documentation, see API Detail.

1.1. Series

1.1.1. Series: Accessor Datetime

Detail: Series: Accessor Datetime

static_frame.Series.via_dt.year

Return the year of each element.

static_frame.Series.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.Series.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.Series.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.Series.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.Series.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.Series.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.1.2. Series: Accessor String

Detail: Series: Accessor String

static_frame.Series.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.Series.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.Series.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Series.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.Series.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.Series.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Series.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.Series.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.Series.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.Series.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.Series.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.Series.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.Series.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.Series.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.Series.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.Series.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.Series.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.Series.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.Series.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.Series.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.Series.via_str.partition(sep)

Partition each element around sep.

static_frame.Series.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.Series.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.Series.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.Series.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.Series.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.Series.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Series.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.Series.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Series.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Series.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.Series.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Series.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Series.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Series.via_str.zfill(width)

Return the string left-filled with zeros.

1.1.3. Series: Assignment

Detail: Series: Assignment

static_frame.Series.assign[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.Series.assign.iloc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.Series.assign.loc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

1.1.4. Series: Attribute

Detail: Series: Attribute

static_frame.Series.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.Series.T

Transpose. For a 1D immutable container, this returns a reference to self. Retur…

static_frame.Series.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.Series.index

The index instance assigned to this container. Returns: Index

static_frame.Series.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.Series.name

A hashable label attached to this container. Returns: Hashable

static_frame.Series.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.Series.ndim

Return the number of dimensions, which for a Series is always 1. Returns: int

static_frame.Series.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: Tupl…

static_frame.Series.size

Return the size of the underlying NumPy array. Returns: int

1.1.5. Series: Constructor

Detail: Series: Constructor

static_frame.Series.__init__(values, *, index, name, dtype, index_constructor, own_index)

Default constructor of Series.

static_frame.Series.from_concat(containers, *, index, name)

Concatenate multiple Series into a new Series. Args: containers: Iterable of Ser…

static_frame.Series.from_concat_items(items)

Produce a Series with a hierarchical index from an iterable of pairs of labels,…

static_frame.Series.from_dict(mapping, *, dtype, name, index_constructor)

Series construction from a dictionary, where the first pair value is the index a…

static_frame.Series.from_element(element, *, index, dtype, name, index_constructor, own_index)

Create a Series from a single element. The size of the resultant container will…

static_frame.Series.from_items(pairs, *, dtype, name, index_constructor)

Series construction from an iterator or generator of pairs, where the first pair…

static_frame.Series.from_pandas(value, *, index_constructor, own_data)

Given a Pandas Series, return a Series. Args: value: Pandas Series. own_data: If…

1.1.6. Series: Dictionary-Like

Detail: Series: Dictionary-Like

static_frame.Series.__contains__(value)

Inclusion of value in index labels. Returns: bool

static_frame.Series.__iter__()

Iterator of index labels, same as Series.keys. Returns: Iterator[Hashasble]

static_frame.Series.__reversed__()

Returns a reverse iterator on the series’ index. Returns: Series

static_frame.Series.get(key, default)

Return the value found at the index key, else the default if the key is not foun…

static_frame.Series.items()

Iterator of pairs of index label and value. Returns: Iterator[Tuple[Hashable, An…

static_frame.Series.keys()

Iterator of index labels. Returns: Iterator[Hashable]

static_frame.Series.values

1.1.7. Series: Display

Detail: Series: Display

static_frame.Series.interface

A Frame documenting the interface of this class.

static_frame.Series.__repr__()

static_frame.Series.__str__()

Return str(self).

static_frame.Series.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.Series.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.Series.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.1.8. Series: Exporter

Detail: Series: Exporter

static_frame.Series.to_frame(axis)

Return a Frame view of this Series. As underlying data is immutable, this is a n…

static_frame.Series.to_frame_go(axis)

Return FrameGO view of this Series. As underlying data is immutable, this is a n…

static_frame.Series.to_html(config)

Return an HTML table representation of this Series using standard TABLE, TR, and…

static_frame.Series.to_html_datatables(fp, show, config)

Return a complete HTML representation of this Series using the DataTables JS lib…

static_frame.Series.to_pairs()

Return a tuple of tuples, where each inner tuple is a pair of index label, value…

static_frame.Series.to_pandas()

Return a Pandas Series. Returns: pandas.Series

1.1.9. Series: Iterator

Detail: Series: Iterator

static_frame.Series.iter_element()

Iterator of elements.

static_frame.Series.iter_element().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_element().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_element().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_element().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_element().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_element().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_element().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_element().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_element().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_element().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_element().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_element().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_element().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_element_items()

Iterator of label, element pairs.

static_frame.Series.iter_element_items().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_element_items().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_element_items().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_element_items().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_element_items().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_element_items().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_element_items().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_element_items().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_element_items().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_element_items().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_element_items().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_element_items().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_element_items().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group(*, axis)

Iterator of Series, where each Series is matches unique values.

static_frame.Series.iter_group(*, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_group(*, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_group(*, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_group(*, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_group(*, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_group(*, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group(*, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group(*, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_group(*, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group(*, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group(*, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_group(*, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group(*, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_items(*, axis)

static_frame.Series.iter_group_items(*, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_group_items(*, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_group_items(*, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_group_items(*, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_group_items(*, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_group_items(*, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_items(*, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_items(*, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_group_items(*, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_items(*, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_items(*, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_group_items(*, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_items(*, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_labels(depth_level)

static_frame.Series.iter_group_labels(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_group_labels(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_group_labels(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_group_labels(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_group_labels(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_group_labels(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_labels(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_labels(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_group_labels(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_labels(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_labels(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_group_labels(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_labels(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_labels_items(depth_level)

static_frame.Series.iter_group_labels_items(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_group_labels_items(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_group_labels_items(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_group_labels_items(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_group_labels_items(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_group_labels_items(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_labels_items(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_group_labels_items(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_group_labels_items(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_labels_items(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_group_labels_items(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_group_labels_items(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_group_labels_items(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Series.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.1.10. Series: Method

Detail: Series: Method

static_frame.Series.__bool__()

True if this container has size.

static_frame.Series.__len__()

Length of values.

static_frame.Series.__round__(decimals)

Return a Series rounded to the given decimals. Negative decimals round to the le…

static_frame.Series.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.Series.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.Series.astype(dtype)

Return a Series with type determined by dtype argument. Note that for Series, th…

static_frame.Series.clip(*, lower, upper)

Apply a clip opertion to this Series. Note that clip operations can be applied t…

static_frame.Series.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.Series.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.Series.drop_duplicated(*, exclude_first, exclude_last)

Return a Series with duplicated values removed. Args: exclude_first: Boolean to…

static_frame.Series.dropna()

Return a new Series after removing values of NaN or None.

static_frame.Series.duplicated(*, exclude_first, exclude_last)

Return a same-sized Boolean Series that shows True for all b values that are dup…

static_frame.Series.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.Series.fillna(value)

Return a new Series after replacing null (NaN or None) with the supplied value….

static_frame.Series.fillna_backward(limit)

Return a new Series after feeding backward the last non-null (NaN or None) obser…

static_frame.Series.fillna_forward(limit)

Return a new Series after feeding forward the last non-null (NaN or None) observ…

static_frame.Series.fillna_leading(value)

Return a new Series after filling leading (and only leading) null (NaN or None)…

static_frame.Series.fillna_trailing(value)

Return a new Series after filling trailing (and only trailing) null (NaN or None…

static_frame.Series.head(count)

Return a Series consisting only of the top elements as specified by count. Args:…

static_frame.Series.iloc_max(*, skipna)

Return the integer index corresponding to the maximum value. Args: skipna: if Tr…

static_frame.Series.iloc_min(*, skipna)

Return the integer index corresponding to the minimum value found. Args: skipna:…

static_frame.Series.isin(other)

Return a same-sized Boolean Series that shows if the same-positioned element is…

static_frame.Series.isna()

Return a same-indexed, Boolean Series indicating which values are NaN or None.

static_frame.Series.loc_max(*, skipna)

Return the label corresponding to the maximum value found. Args: skipna: if True…

static_frame.Series.loc_min(*, skipna)

Return the label corresponding to the minimum value found. Args: skipna: if True…

static_frame.Series.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Series.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.Series.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.Series.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Series.notna()

Return a same-indexed, Boolean Series indicating which values are NaN or None.

static_frame.Series.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Series.rehierarch(depth_map)

Return a new Series with new a hierarchy based on the supplied depth_map.

static_frame.Series.reindex(index, *, fill_value, own_index)

Return a new Series with labels defined by the provided index. The size and orde…

static_frame.Series.relabel(index)

Return a new Series with transformed labels on the index. The size and ordering…

static_frame.Series.relabel_add_level(level)

Return a new Series, adding a new root level to an existing IndexHierarchy, or c…

static_frame.Series.relabel_drop_level(count)

Return a new Series, dropping one or more levels from a either the root or the l…

static_frame.Series.relabel_flat()

Return a new Series, where an IndexHierarchy (if defined) is replaced with a fla…

static_frame.Series.rename(name)

Return a new Series with an updated name attribute.

static_frame.Series.roll(shift, *, include_index)

Return a Series with values rotated forward and wrapped around the index (with a…

static_frame.Series.shift(shift, *, fill_value)

Return a Series with values shifted forward on the index (with a postive shift)…

static_frame.Series.sort_index(*, ascending, kind)

Return a new Series ordered by the sorted Index. Args: * ascending: if True, val…

static_frame.Series.sort_values(*, ascending, kind)

Return a new Series ordered by the sorted values. Returns: Series

static_frame.Series.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.Series.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.Series.tail(count)

Return a Series consisting only of the bottom elements as specified by count. Ar…

static_frame.Series.transpose()

Transpose. For a 1D immutable container, this returns a reference to self. Retur…

static_frame.Series.unique()

Return a NumPy array of unqiue values. Returns: numpy.ndarray

static_frame.Series.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.1.11. Series: Operator Binary

Detail: Series: Operator Binary

static_frame.Series.__add__(b)

Same as a + b.

static_frame.Series.__and__(b)

Same as a & b.

static_frame.Series.__eq__(b)

Same as a == b.

static_frame.Series.__floordiv__(b)

Same as a // b.

static_frame.Series.__ge__(b)

Same as a >= b.

static_frame.Series.__gt__(b)

Same as a > b.

static_frame.Series.__le__(b)

Same as a <= b.

static_frame.Series.__lt__(b)

Same as a < b.

static_frame.Series.__matmul__(b)

Same as a @ b.

static_frame.Series.__mod__(b)

Same as a % b.

static_frame.Series.__mul__(b)

Same as a * b.

static_frame.Series.__ne__(b)

Same as a != b.

static_frame.Series.__or__(b)

Same as a | b.

static_frame.Series.__pow__(b)

Same as a ** b.

static_frame.Series.__radd__(b)

Same as a + b.

static_frame.Series.__rfloordiv__(b)

Same as a // b.

static_frame.Series.__rmatmul__(b)

Same as a @ b.

static_frame.Series.__rmul__(b)

Same as a * b.

static_frame.Series.__rshift__(b)

Same as a >> b.

static_frame.Series.__rsub__(b)

Same as a - b.

static_frame.Series.__rtruediv__(b)

Same as a / b.

static_frame.Series.__sub__(b)

Same as a - b.

static_frame.Series.__truediv__(b)

Same as a / b.

static_frame.Series.__xor__(b)

Same as a ^ b.

1.1.12. Series: Operator Unary

Detail: Series: Operator Unary

static_frame.Series.__abs__()

Same as abs(a).

static_frame.Series.__invert__()

Same as ~a.

static_frame.Series.__neg__()

Same as -a.

static_frame.Series.__pos__()

Same as +a.

1.1.13. Series: Selector

Detail: Series: Selector

static_frame.Series.drop[key]

Label-based selection.

static_frame.Series.drop.iloc[key]

static_frame.Series.drop.loc[key]

static_frame.Series.mask[key]

Label-based selection.

static_frame.Series.mask.iloc[key]

static_frame.Series.mask.loc[key]

static_frame.Series.masked_array[key]

Label-based selection.

static_frame.Series.masked_array.iloc[key]

static_frame.Series.masked_array.loc[key]

static_frame.Series[key]

Selector of values by label. Args: key: A loc selector, either a label, a list o…

static_frame.Series.iloc[key]

Interface for position-based selection.

static_frame.Series.loc[key]

Interface for label-based selection.

1.2. Frame

1.2.1. Frame: Accessor Datetime

Detail: Frame: Accessor Datetime

static_frame.Frame.via_dt.year

Return the year of each element.

static_frame.Frame.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.Frame.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.Frame.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.Frame.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.Frame.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.Frame.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.2.2. Frame: Accessor String

Detail: Frame: Accessor String

static_frame.Frame.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.Frame.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.Frame.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Frame.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.Frame.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.Frame.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Frame.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.Frame.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.Frame.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.Frame.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.Frame.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.Frame.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.Frame.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.Frame.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.Frame.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.Frame.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.Frame.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.Frame.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.Frame.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.Frame.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.Frame.via_str.partition(sep)

Partition each element around sep.

static_frame.Frame.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.Frame.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.Frame.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.Frame.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.Frame.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.Frame.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Frame.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.Frame.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Frame.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Frame.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.Frame.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Frame.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Frame.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Frame.via_str.zfill(width)

Return the string left-filled with zeros.

1.2.3. Frame: Assignment

Detail: Frame: Assignment

static_frame.Frame.assign[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.Frame.assign.iloc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.Frame.assign.loc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.Frame.assign.bloc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

1.2.4. Frame: Attribute

Detail: Frame: Attribute

static_frame.Frame.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.Frame.T

Transpose. Return a Frame with index as columns and vice versa.

static_frame.Frame.columns

The IndexBase instance assigned for column labels.

static_frame.Frame.dtypes

Return a Series of dytpes for each realizable column. Returns: Series

static_frame.Frame.index

The IndexBase instance assigned for row labels.

static_frame.Frame.mloc

The memory locations, represented as an array of integers, of the underlying Num…

static_frame.Frame.name

A hashable label attached to this container. Returns: Hashable

static_frame.Frame.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.Frame.ndim

Return the number of dimensions, which for a Frame is always 2. Returns: int

static_frame.Frame.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.Frame.size

Return the size of the underlying NumPy array. Returns: int

1.2.5. Frame: Constructor

Detail: Frame: Constructor

static_frame.Frame.__init__(data, *, index, columns, name, index_constructor, columns_constructor, own_data, own_index, own_columns)

static_frame.Frame.from_arrow(value, *, index_depth, columns_depth, consolidate_blocks, name)

Convert an Arrow Table into a Frame.

static_frame.Frame.from_concat(frames, *, axis, union, index, columns, name, fill_value, consolidate_blocks)

Concatenate multiple Frames into a new Frame. If index or columns are provided a…

static_frame.Frame.from_concat_items(items, *, axis, union, name, fill_value, consolidate_blocks)

Produce a Frame with a hierarchical index from an iterable of pairs of labels, F…

static_frame.Frame.from_csv(fp, *, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Specialized version of Frame.from_delimited for CSV files. Returns: Frame

static_frame.Frame.from_delimited(fp, *, delimiter, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Create a Frame from a file path or a file-like object defining a delimited (CSV,…

static_frame.Frame.from_dict(mapping, *, index, fill_value, dtypes, name, index_constructor, columns_constructor, consolidate_blocks)

Create a Frame from a dictionary, or any object that has an items() method. Args…

static_frame.Frame.from_dict_records(records, *, index, dtypes, name, fill_value, consolidate_blocks, index_constructor, columns_constructor, own_index)

Frame constructor from an iterable of dictionaries; column names will be derived…

static_frame.Frame.from_dict_records_items(items, *, dtypes, name, consolidate_blocks)

Frame constructor from iterable of pairs of index value, row (where row is an it…

static_frame.Frame.from_element(element, *, index, columns, dtype, name, index_constructor, columns_constructor, own_index, own_columns)

Create a Frame from an element, i.e., a single value stored in a single cell. Bo…

static_frame.Frame.from_element_iloc_items(items, *, index, columns, dtype, name)

Given an iterable of pairs of iloc coordinates and values, populate a Frame as d…

static_frame.Frame.from_element_loc_items(items, *, index, columns, dtype, name, fill_value, index_constructor, columns_constructor, own_index, own_columns)

This function is partialed (setting the index and columns) and used by IterNodeD…

static_frame.Frame.from_elements(elements, *, index, columns, dtype, name, index_constructor, columns_constructor, own_index, own_columns)

Create a Frame from an iterable of elements, to be formed into a Frame with a si…

static_frame.Frame.from_hdf5(fp, *, label, index_depth, columns_depth, consolidate_blocks)

Load Frame from the contents of a table in an HDF5 file.

static_frame.Frame.from_items(pairs, *, index, fill_value, dtypes, name, index_constructor, columns_constructor, consolidate_blocks)

Frame constructor from an iterator or generator of pairs, where the first value…

static_frame.Frame.from_json(json_data, *, dtypes, name, consolidate_blocks)

Frame constructor from an in-memory JSON document. Args: json_data: a string of…

static_frame.Frame.from_json_url(url, *, dtypes, name, consolidate_blocks)

Frame constructor from a JSON documenst provided via a URL. Args: url: URL to th…

static_frame.Frame.from_pandas(value, *, index_constructor, columns_constructor, consolidate_blocks, own_data)

Given a Pandas DataFrame, return a Frame. Args: value: Pandas DataFrame. own_dat…

static_frame.Frame.from_parquet(fp, *, index_depth, columns_depth, columns_select, consolidate_blocks, name)

Realize a Frame from a Parquet file.

static_frame.Frame.from_records(records, *, index, columns, dtypes, name, consolidate_blocks, index_constructor, columns_constructor, own_index, own_columns)

Construct a Frame from an iterable of rows, where rows are defined as iterables,…

static_frame.Frame.from_records_items(items, *, columns, dtypes, name, consolidate_blocks)

Frame constructor from iterable of pairs of index value, row (where row is an it…

static_frame.Frame.from_series(series, *, name, columns_constructor)

Frame constructor from a Series: Args: series: A Series instance, to be realized…

static_frame.Frame.from_sql(query, *, connection, index_depth, columns_depth, dtypes, name, consolidate_blocks)

Frame constructor from an SQL query and a database connection object. Args: quer…

static_frame.Frame.from_sqlite(fp, *, label, index_depth, columns_depth, dtypes, consolidate_blocks)

Load Frame from the contents of a table in an SQLite database file.

static_frame.Frame.from_structured_array(array, *, index_depth, index_column_first, columns_depth, dtypes, name, consolidate_blocks, store_filter)

Convert a NumPy structed array into a Frame. Args: array: Structured NumPy array…

static_frame.Frame.from_tsv(fp, *, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Specialized version of Frame.from_delimited for TSV files. Returns: Frame

static_frame.Frame.from_xlsx(fp, *, label, index_depth, columns_depth, dtypes, consolidate_blocks)

Load Frame from the contents of a sheet in an XLSX workbook. Args: label: Option…

1.2.6. Frame: Dictionary-Like

Detail: Frame: Dictionary-Like

static_frame.Frame.__contains__(value)

Inclusion of value in column labels.

static_frame.Frame.__iter__()

Iterator of column labels, same as Frame.keys.

static_frame.Frame.__reversed__()

Returns a reverse iterator on the frame’s columns.

static_frame.Frame.get(key, default)

Return the value found at the columns key, else the default if the key is not fo…

static_frame.Frame.items()

Iterator of pairs of column label and corresponding column Series.

static_frame.Frame.keys()

Iterator of column labels.

static_frame.Frame.values

A 2D NumPy array of all values in the Frame. As this is a single array, hereogen…

1.2.7. Frame: Display

Detail: Frame: Display

static_frame.Frame.interface

A Frame documenting the interface of this class.

static_frame.Frame.__repr__()

static_frame.Frame.__str__()

Return str(self).

static_frame.Frame.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.Frame.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.Frame.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.2.8. Frame: Exporter

Detail: Frame: Exporter

static_frame.Frame.to_arrow(*, include_index, include_columns)

Return a pyarrow.Table from this Frame.

static_frame.Frame.to_csv(fp, *, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as tab-delimited text.

static_frame.Frame.to_delimited(fp, *, delimiter, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as delimited text. Args:…

static_frame.Frame.to_frame()

Return Frame version of this Frame, which is (as the Frame is immutable) is self…

static_frame.Frame.to_frame_go()

Return a FrameGO view of this Frame. As underlying data is immutable, this is a…

static_frame.Frame.to_hdf5(fp, *, label, include_index, include_columns)

Write the Frame as single-table SQLite file.

static_frame.Frame.to_html(config)

Return an HTML table representation of this Frame using standard TABLE, TR, and…

static_frame.Frame.to_html_datatables(fp, show, config)

Return a complete HTML representation of this Frame using the DataTables JS libr…

static_frame.Frame.to_latex(config)

Display the Frame as a LaTeX formatted table.

static_frame.Frame.to_markdown(config)

Display the Frame as a Markdown formatted table.

static_frame.Frame.to_pairs(axis)

Return a tuple of major axis key, minor axis key vlaue pairs, where major axis i…

static_frame.Frame.to_pandas()

Return a Pandas DataFrame.

static_frame.Frame.to_parquet(fp, *, include_index, include_columns)

Write an Arrow Parquet binary file.

static_frame.Frame.to_rst(config)

Display the Frame as an RST formatted table.

static_frame.Frame.to_sqlite(fp, *, label, include_index, include_columns)

Write the Frame as single-table SQLite file.

static_frame.Frame.to_tsv(fp, *, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as tab-delimited text.

static_frame.Frame.to_xarray()

Return an xarray Dataset. In order to preserve columnar types, and following the…

static_frame.Frame.to_xlsx(fp, *, label, include_index, include_columns, merge_hierarchical_labels)

Write the Frame as single-sheet XLSX file.

1.2.9. Frame: Iterator

Detail: Frame: Iterator

static_frame.Frame.iter_array(axis)

Iterator of 1D NumPy array, where arrays are drawn from columns (axis=0) or rows…

static_frame.Frame.iter_array(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_array(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_array(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_array(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_array(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_array(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_array(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_array(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_array(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_array(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_array(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_array(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_array(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_array_items(axis)

Iterator of pairs of label, 1D NumPy array, where arrays are drawn from columns…

static_frame.Frame.iter_array_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_array_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_array_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_array_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_array_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_array_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_array_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_array_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_array_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_array_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_array_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_array_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_array_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_element()

static_frame.Frame.iter_element().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_element().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_element().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_element().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_element().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_element().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_element().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_element().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_element().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_element().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_element().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_element().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_element().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_element_items()

static_frame.Frame.iter_element_items().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_element_items().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_element_items().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_element_items().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_element_items().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_element_items().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_element_items().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_element_items().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_element_items().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_element_items().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_element_items().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_element_items().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_element_items().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group(key, *, axis)

Iterate over Frames grouped by unique values in one or more rows or columns.

static_frame.Frame.iter_group(key, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_group(key, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_group(key, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_group(key, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_group(key, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_group(key, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group(key, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group(key, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_group(key, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group(key, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group(key, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_group(key, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group(key, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_items(key, *, axis)

static_frame.Frame.iter_group_items(key, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_group_items(key, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_group_items(key, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_group_items(key, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_group_items(key, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_group_items(key, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_items(key, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_items(key, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_group_items(key, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_items(key, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_items(key, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_group_items(key, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_items(key, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_labels(depth_level, *, axis)

static_frame.Frame.iter_group_labels(depth_level, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_group_labels(depth_level, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_group_labels(depth_level, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_group_labels(depth_level, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_labels(depth_level, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis)

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_group_labels_items(depth_level, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_series(axis)

static_frame.Frame.iter_series(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_series(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_series(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_series(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_series(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_series(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_series(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_series(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_series(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_series(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_series(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_series(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_series(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_series_items(axis)

static_frame.Frame.iter_series_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_series_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_series_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_series_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_series_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_series_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_series_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_series_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_series_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_series_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_series_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_series_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_series_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_tuple(axis)

static_frame.Frame.iter_tuple(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_tuple(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_tuple(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_tuple(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_tuple(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_tuple(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_tuple(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_tuple(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_tuple(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_tuple(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_tuple(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_tuple(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_tuple(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_tuple_items(axis)

static_frame.Frame.iter_tuple_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_tuple_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_tuple_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_tuple_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_tuple_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_tuple_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_tuple_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_tuple_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_tuple_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_tuple_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_tuple_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_tuple_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_tuple_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Frame.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.2.10. Frame: Method

Detail: Frame: Method

static_frame.Frame.__bool__()

True if this container has size.

static_frame.Frame.__len__()

Length of rows in values.

static_frame.Frame.__round__(decimals)

Return a Frame rounded to the given decimals. Negative decimals round to the lef…

static_frame.Frame.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.Frame.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.Frame.astype[key](dtype, consolidate_blocks)

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.Frame.astype(dtype)

Apply a single dtype to all columns.

static_frame.Frame.clip(*, lower, upper, axis)

Apply a clip opertion to this Frame. Note that clip operations can be applied to…

static_frame.Frame.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.Frame.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.Frame.drop_duplicated(*, axis, exclude_first, exclude_last)

Return a Frame with duplicated rows (axis 0) or columns (axis 1) removed. All va…

static_frame.Frame.dropna(axis, condition)

Return a new Frame after removing rows (axis 0) or columns (axis 1) where condit…

static_frame.Frame.duplicated(*, axis, exclude_first, exclude_last)

Return an axis-sized Boolean Series that shows True for all rows (axis 0) or col…

static_frame.Frame.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.Frame.fillna(value)

Return a new Frame after replacing null (NaN or None) with the supplied value. A…

static_frame.Frame.fillna_backward(limit, *, axis)

Return a new Frame after filling backward null (NaN or None) with the supplied v…

static_frame.Frame.fillna_forward(limit, *, axis)

Return a new Frame after filling forward null (NaN or None) with the supplied va…

static_frame.Frame.fillna_leading(value, *, axis)

Return a new Frame after filling leading (and only leading) null (NaN or None) w…

static_frame.Frame.fillna_trailing(value, *, axis)

Return a new Frame after filling trailing (and only trailing) null (NaN or None)…

static_frame.Frame.head(count)

Return a Frame consisting only of the top elements as specified by count. Args:…

static_frame.Frame.iloc_max(*, skipna, axis)

Return the integer indices corresponding to the maximum values found. Args: skip…

static_frame.Frame.iloc_min(*, skipna, axis)

Return the integer indices corresponding to the minimum values found. Args: skip…

static_frame.Frame.isin(other)

Return a same-sized Boolean Frame that shows if the same-positioned element is i…

static_frame.Frame.isna()

Return a same-indexed, Boolean Frame indicating True which values are NaN or Non…

static_frame.Frame.loc_max(*, skipna, axis)

Return the labels corresponding to the maximum values found. Args: skipna: if Tr…

static_frame.Frame.loc_min(*, skipna, axis)

Return the labels corresponding to the minimum value found. Args: skipna: if Tru…

static_frame.Frame.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Frame.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.Frame.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.Frame.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Frame.notna()

Return a same-indexed, Boolean Frame indicating True which values are not NaN or…

static_frame.Frame.pivot(index_fields, columns_fields, data_fields, *, func, fill_value)

Produce a pivot table, where one or more columns is selected for each of index_f…

static_frame.Frame.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Frame.rehierarch(index, columns)

Produce a new Frame with index and/or columns constructed with a transformed hie…

static_frame.Frame.reindex(index, columns, *, fill_value, own_index, own_columns)

Return a new Frame with labels defined by the provided index. The size and order…

static_frame.Frame.relabel(index, columns)

Return a new Frame with transformed labels on the index. The size and ordering o…

static_frame.Frame.relabel_add_level(index, columns)

Return a new Frame, adding a new root level to an existing IndexHierarchy, or cr…

static_frame.Frame.relabel_drop_level(index, columns)

Return a new Frame, dropping one or more levels from a either the root or the le…

static_frame.Frame.relabel_flat(index, columns)

Return a new Frame, where an IndexHierarchy (if defined) is replaced with a flat…

static_frame.Frame.rename(name)

Return a new Frame with an updated name attribute.

static_frame.Frame.roll(index, columns, include_index, include_columns)

Args: include_index: Determine if index is included in index-wise rotation. incl…

static_frame.Frame.set_index(column, *, drop, index_constructor)

Return a new frame produced by setting the given column as the index, optionally…

static_frame.Frame.set_index_hierarchy(columns, *, drop, index_constructors, reorder_for_hierarchy)

Given an iterable of column labels, return a new Frame with those columns as an…

static_frame.Frame.shift(index, columns, fill_value)

static_frame.Frame.sort_columns(*, ascending, kind)

Return a new Frame ordered by the sorted Columns.

static_frame.Frame.sort_index(*, ascending, kind)

Return a new Frame ordered by the sorted Index.

static_frame.Frame.sort_values(key, *, ascending, axis, kind)

Return a new Frame ordered by the sorted values, where values is given by single…

static_frame.Frame.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.Frame.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.Frame.tail(count)

Return a Frame consisting only of the bottom elements as specified by count. Arg…

static_frame.Frame.transpose()

Transpose. Return a Frame with index as columns and vice versa.

static_frame.Frame.unique(axis)

Return a NumPy array of unqiue values. If the axis argument is provied, uniquene…

static_frame.Frame.unset_index(*, names, consolidate_blocks)

Return a new Frame where the index is added to the front of the data, and an Ind…

static_frame.Frame.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.2.11. Frame: Operator Binary

Detail: Frame: Operator Binary

static_frame.Frame.__add__(b)

Same as a + b.

static_frame.Frame.__and__(b)

Same as a & b.

static_frame.Frame.__eq__(b)

Same as a == b.

static_frame.Frame.__floordiv__(b)

Same as a // b.

static_frame.Frame.__ge__(b)

Same as a >= b.

static_frame.Frame.__gt__(b)

Same as a > b.

static_frame.Frame.__le__(b)

Same as a <= b.

static_frame.Frame.__lt__(b)

Same as a < b.

static_frame.Frame.__matmul__(b)

Same as a @ b.

static_frame.Frame.__mod__(b)

Same as a % b.

static_frame.Frame.__mul__(b)

Same as a * b.

static_frame.Frame.__ne__(b)

Same as a != b.

static_frame.Frame.__or__(b)

Same as a | b.

static_frame.Frame.__pow__(b)

Same as a ** b.

static_frame.Frame.__radd__(b)

Same as a + b.

static_frame.Frame.__rfloordiv__(b)

Same as a // b.

static_frame.Frame.__rmatmul__(b)

Same as a @ b.

static_frame.Frame.__rmul__(b)

Same as a * b.

static_frame.Frame.__rshift__(b)

Same as a >> b.

static_frame.Frame.__rsub__(b)

Same as a - b.

static_frame.Frame.__rtruediv__(b)

Same as a / b.

static_frame.Frame.__sub__(b)

Same as a - b.

static_frame.Frame.__truediv__(b)

Same as a / b.

static_frame.Frame.__xor__(b)

Same as a ^ b.

1.2.12. Frame: Operator Unary

Detail: Frame: Operator Unary

static_frame.Frame.__abs__()

Same as abs(a).

static_frame.Frame.__invert__()

Same as ~a.

static_frame.Frame.__neg__()

Same as -a.

static_frame.Frame.__pos__()

Same as +a.

1.2.13. Frame: Selector

Detail: Frame: Selector

static_frame.Frame.bloc[key]

static_frame.Frame.drop[key]

Label-based selection.

static_frame.Frame.drop.iloc[key]

static_frame.Frame.drop.loc[key]

static_frame.Frame.mask[key]

Label-based selection.

static_frame.Frame.mask.iloc[key]

static_frame.Frame.mask.loc[key]

static_frame.Frame.masked_array[key]

Label-based selection.

static_frame.Frame.masked_array.iloc[key]

static_frame.Frame.masked_array.loc[key]

static_frame.Frame[key]

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.Frame.iloc[key]

static_frame.Frame.loc[key]

1.3. FrameGO

1.3.1. FrameGO: Accessor Datetime

Detail: FrameGO: Accessor Datetime

static_frame.FrameGO.via_dt.year

Return the year of each element.

static_frame.FrameGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.FrameGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.FrameGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.FrameGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.FrameGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.FrameGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.3.2. FrameGO: Accessor String

Detail: FrameGO: Accessor String

static_frame.FrameGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.FrameGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.FrameGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.FrameGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.FrameGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.FrameGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.FrameGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.FrameGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.FrameGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.FrameGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.FrameGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.FrameGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.FrameGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.FrameGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.FrameGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.FrameGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.FrameGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.FrameGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.FrameGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.FrameGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.FrameGO.via_str.partition(sep)

Partition each element around sep.

static_frame.FrameGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.FrameGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.FrameGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.FrameGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.FrameGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.FrameGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.FrameGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.FrameGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.FrameGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.FrameGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.FrameGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.FrameGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.FrameGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.FrameGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.3.3. FrameGO: Assignment

Detail: FrameGO: Assignment

static_frame.FrameGO.assign[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.FrameGO.assign.iloc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.FrameGO.assign.loc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

static_frame.FrameGO.assign.bloc[key](value, fill_value)

Assign the value in the position specified by the selector. The name attribute i…

1.3.4. FrameGO: Attribute

Detail: FrameGO: Attribute

static_frame.FrameGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.FrameGO.T

Transpose. Return a Frame with index as columns and vice versa.

static_frame.FrameGO.columns

The IndexBase instance assigned for column labels.

static_frame.FrameGO.dtypes

Return a Series of dytpes for each realizable column. Returns: Series

static_frame.FrameGO.index

The IndexBase instance assigned for row labels.

static_frame.FrameGO.mloc

The memory locations, represented as an array of integers, of the underlying Num…

static_frame.FrameGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.FrameGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.FrameGO.ndim

Return the number of dimensions, which for a Frame is always 2. Returns: int

static_frame.FrameGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.FrameGO.size

Return the size of the underlying NumPy array. Returns: int

1.3.5. FrameGO: Constructor

Detail: FrameGO: Constructor

static_frame.FrameGO.__init__(data, *, index, columns, name, index_constructor, columns_constructor, own_data, own_index, own_columns)

static_frame.FrameGO.from_arrow(value, *, index_depth, columns_depth, consolidate_blocks, name)

Convert an Arrow Table into a Frame.

static_frame.FrameGO.from_concat(frames, *, axis, union, index, columns, name, fill_value, consolidate_blocks)

Concatenate multiple Frames into a new Frame. If index or columns are provided a…

static_frame.FrameGO.from_concat_items(items, *, axis, union, name, fill_value, consolidate_blocks)

Produce a Frame with a hierarchical index from an iterable of pairs of labels, F…

static_frame.FrameGO.from_csv(fp, *, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Specialized version of Frame.from_delimited for CSV files. Returns: Frame

static_frame.FrameGO.from_delimited(fp, *, delimiter, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Create a Frame from a file path or a file-like object defining a delimited (CSV,…

static_frame.FrameGO.from_dict(mapping, *, index, fill_value, dtypes, name, index_constructor, columns_constructor, consolidate_blocks)

Create a Frame from a dictionary, or any object that has an items() method. Args…

static_frame.FrameGO.from_dict_records(records, *, index, dtypes, name, fill_value, consolidate_blocks, index_constructor, columns_constructor, own_index)

Frame constructor from an iterable of dictionaries; column names will be derived…

static_frame.FrameGO.from_dict_records_items(items, *, dtypes, name, consolidate_blocks)

Frame constructor from iterable of pairs of index value, row (where row is an it…

static_frame.FrameGO.from_element(element, *, index, columns, dtype, name, index_constructor, columns_constructor, own_index, own_columns)

Create a Frame from an element, i.e., a single value stored in a single cell. Bo…

static_frame.FrameGO.from_element_iloc_items(items, *, index, columns, dtype, name)

Given an iterable of pairs of iloc coordinates and values, populate a Frame as d…

static_frame.FrameGO.from_element_loc_items(items, *, index, columns, dtype, name, fill_value, index_constructor, columns_constructor, own_index, own_columns)

This function is partialed (setting the index and columns) and used by IterNodeD…

static_frame.FrameGO.from_elements(elements, *, index, columns, dtype, name, index_constructor, columns_constructor, own_index, own_columns)

Create a Frame from an iterable of elements, to be formed into a Frame with a si…

static_frame.FrameGO.from_hdf5(fp, *, label, index_depth, columns_depth, consolidate_blocks)

Load Frame from the contents of a table in an HDF5 file.

static_frame.FrameGO.from_items(pairs, *, index, fill_value, dtypes, name, index_constructor, columns_constructor, consolidate_blocks)

Frame constructor from an iterator or generator of pairs, where the first value…

static_frame.FrameGO.from_json(json_data, *, dtypes, name, consolidate_blocks)

Frame constructor from an in-memory JSON document. Args: json_data: a string of…

static_frame.FrameGO.from_json_url(url, *, dtypes, name, consolidate_blocks)

Frame constructor from a JSON documenst provided via a URL. Args: url: URL to th…

static_frame.FrameGO.from_pandas(value, *, index_constructor, columns_constructor, consolidate_blocks, own_data)

Given a Pandas DataFrame, return a Frame. Args: value: Pandas DataFrame. own_dat…

static_frame.FrameGO.from_parquet(fp, *, index_depth, columns_depth, columns_select, consolidate_blocks, name)

Realize a Frame from a Parquet file.

static_frame.FrameGO.from_records(records, *, index, columns, dtypes, name, consolidate_blocks, index_constructor, columns_constructor, own_index, own_columns)

Construct a Frame from an iterable of rows, where rows are defined as iterables,…

static_frame.FrameGO.from_records_items(items, *, columns, dtypes, name, consolidate_blocks)

Frame constructor from iterable of pairs of index value, row (where row is an it…

static_frame.FrameGO.from_series(series, *, name, columns_constructor)

Frame constructor from a Series: Args: series: A Series instance, to be realized…

static_frame.FrameGO.from_sql(query, *, connection, index_depth, columns_depth, dtypes, name, consolidate_blocks)

Frame constructor from an SQL query and a database connection object. Args: quer…

static_frame.FrameGO.from_sqlite(fp, *, label, index_depth, columns_depth, dtypes, consolidate_blocks)

Load Frame from the contents of a table in an SQLite database file.

static_frame.FrameGO.from_structured_array(array, *, index_depth, index_column_first, columns_depth, dtypes, name, consolidate_blocks, store_filter)

Convert a NumPy structed array into a Frame. Args: array: Structured NumPy array…

static_frame.FrameGO.from_tsv(fp, *, index_depth, index_column_first, columns_depth, skip_header, skip_footer, quote_char, encoding, dtypes, name, consolidate_blocks, store_filter)

Specialized version of Frame.from_delimited for TSV files. Returns: Frame

static_frame.FrameGO.from_xlsx(fp, *, label, index_depth, columns_depth, dtypes, consolidate_blocks)

Load Frame from the contents of a sheet in an XLSX workbook. Args: label: Option…

1.3.6. FrameGO: Dictionary-Like

Detail: FrameGO: Dictionary-Like

static_frame.FrameGO.__contains__(value)

Inclusion of value in column labels.

static_frame.FrameGO.__iter__()

Iterator of column labels, same as Frame.keys.

static_frame.FrameGO.__reversed__()

Returns a reverse iterator on the frame’s columns.

static_frame.FrameGO.get(key, default)

Return the value found at the columns key, else the default if the key is not fo…

static_frame.FrameGO.items()

Iterator of pairs of column label and corresponding column Series.

static_frame.FrameGO.keys()

Iterator of column labels.

static_frame.FrameGO.values

A 2D NumPy array of all values in the Frame. As this is a single array, hereogen…

1.3.7. FrameGO: Display

Detail: FrameGO: Display

static_frame.FrameGO.interface

A Frame documenting the interface of this class.

static_frame.FrameGO.__repr__()

static_frame.FrameGO.__str__()

Return str(self).

static_frame.FrameGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.FrameGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.FrameGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.3.8. FrameGO: Exporter

Detail: FrameGO: Exporter

static_frame.FrameGO.to_arrow(*, include_index, include_columns)

Return a pyarrow.Table from this Frame.

static_frame.FrameGO.to_csv(fp, *, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as tab-delimited text.

static_frame.FrameGO.to_delimited(fp, *, delimiter, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as delimited text. Args:…

static_frame.FrameGO.to_frame()

Return Frame version of this FrameGO.

static_frame.FrameGO.to_frame_go()

Return a FrameGO version of this FrameGO.

static_frame.FrameGO.to_hdf5(fp, *, label, include_index, include_columns)

Write the Frame as single-table SQLite file.

static_frame.FrameGO.to_html(config)

Return an HTML table representation of this Frame using standard TABLE, TR, and…

static_frame.FrameGO.to_html_datatables(fp, show, config)

Return a complete HTML representation of this Frame using the DataTables JS libr…

static_frame.FrameGO.to_latex(config)

Display the Frame as a LaTeX formatted table.

static_frame.FrameGO.to_markdown(config)

Display the Frame as a Markdown formatted table.

static_frame.FrameGO.to_pairs(axis)

Return a tuple of major axis key, minor axis key vlaue pairs, where major axis i…

static_frame.FrameGO.to_pandas()

Return a Pandas DataFrame.

static_frame.FrameGO.to_parquet(fp, *, include_index, include_columns)

Write an Arrow Parquet binary file.

static_frame.FrameGO.to_rst(config)

Display the Frame as an RST formatted table.

static_frame.FrameGO.to_sqlite(fp, *, label, include_index, include_columns)

Write the Frame as single-table SQLite file.

static_frame.FrameGO.to_tsv(fp, *, include_index, include_columns, encoding, line_terminator, store_filter)

Given a file path or file-like object, write the Frame as tab-delimited text.

static_frame.FrameGO.to_xarray()

Return an xarray Dataset. In order to preserve columnar types, and following the…

static_frame.FrameGO.to_xlsx(fp, *, label, include_index, include_columns, merge_hierarchical_labels)

Write the Frame as single-sheet XLSX file.

1.3.9. FrameGO: Iterator

Detail: FrameGO: Iterator

static_frame.FrameGO.iter_array(axis)

Iterator of 1D NumPy array, where arrays are drawn from columns (axis=0) or rows…

static_frame.FrameGO.iter_array(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_array(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_array(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_array(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_array(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_array(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_array(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_array(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_array(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_array(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_array(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_array(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_array(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_array_items(axis)

Iterator of pairs of label, 1D NumPy array, where arrays are drawn from columns…

static_frame.FrameGO.iter_array_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_array_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_array_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_array_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_array_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_array_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_array_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_array_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_array_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_array_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_array_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_array_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_array_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_element()

static_frame.FrameGO.iter_element().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_element().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_element().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_element().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_element().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_element().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_element().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_element().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_element().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_element().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_element().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_element().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_element().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_element_items()

static_frame.FrameGO.iter_element_items().apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_element_items().apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_element_items().apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_element_items().apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_element_items().map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_element_items().map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_element_items().map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_element_items().map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_element_items().map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_element_items().map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_element_items().map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_element_items().map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_element_items().map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group(key, *, axis)

Iterate over Frames grouped by unique values in one or more rows or columns.

static_frame.FrameGO.iter_group(key, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_group(key, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_group(key, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_group(key, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_group(key, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_group(key, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group(key, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group(key, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_group(key, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group(key, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group(key, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_group(key, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group(key, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_items(key, *, axis)

static_frame.FrameGO.iter_group_items(key, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_group_items(key, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_group_items(key, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_group_items(key, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_group_items(key, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_group_items(key, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_items(key, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_items(key, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_group_items(key, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_items(key, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_items(key, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_group_items(key, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_items(key, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis)

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_labels(depth_level, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis)

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_group_labels_items(depth_level, *, axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_series(axis)

static_frame.FrameGO.iter_series(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_series(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_series(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_series(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_series(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_series(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_series(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_series(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_series(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_series(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_series(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_series(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_series(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_series_items(axis)

static_frame.FrameGO.iter_series_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_series_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_series_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_series_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_series_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_series_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_series_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_series_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_series_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_series_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_series_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_series_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_series_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_tuple(axis)

static_frame.FrameGO.iter_tuple(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_tuple(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_tuple(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_tuple(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_tuple(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_tuple(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_tuple(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_tuple(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_tuple(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_tuple(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_tuple(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_tuple(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_tuple(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_tuple_items(axis)

static_frame.FrameGO.iter_tuple_items(axis).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_tuple_items(axis).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_tuple_items(axis).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_tuple_items(axis).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_tuple_items(axis).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_tuple_items(axis).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_tuple_items(axis).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_tuple_items(axis).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_tuple_items(axis).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_tuple_items(axis).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_tuple_items(axis).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_tuple_items(axis).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_tuple_items(axis).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_array(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_array_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment)

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.FrameGO.iter_window_items(*, size, axis, step, window_sized, window_func, window_valid, label_shift, start_shift, size_increment).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.3.10. FrameGO: Method

Detail: FrameGO: Method

static_frame.FrameGO.__bool__()

True if this container has size.

static_frame.FrameGO.__len__()

Length of rows in values.

static_frame.FrameGO.__round__(decimals)

Return a Frame rounded to the given decimals. Negative decimals round to the lef…

static_frame.FrameGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.FrameGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.FrameGO.astype[key](dtype, consolidate_blocks)

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.FrameGO.astype(dtype)

Apply a single dtype to all columns.

static_frame.FrameGO.clip(*, lower, upper, axis)

Apply a clip opertion to this Frame. Note that clip operations can be applied to…

static_frame.FrameGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.FrameGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.FrameGO.drop_duplicated(*, axis, exclude_first, exclude_last)

Return a Frame with duplicated rows (axis 0) or columns (axis 1) removed. All va…

static_frame.FrameGO.dropna(axis, condition)

Return a new Frame after removing rows (axis 0) or columns (axis 1) where condit…

static_frame.FrameGO.duplicated(*, axis, exclude_first, exclude_last)

Return an axis-sized Boolean Series that shows True for all rows (axis 0) or col…

static_frame.FrameGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.FrameGO.extend(container, fill_value)

Extend this FrameGO (in-place) with another Frame’s blocks or Series array; as b…

static_frame.FrameGO.extend_items(pairs, fill_value)

Given an iterable of pairs of column name, column value, extend this FrameGO.

static_frame.FrameGO.fillna(value)

Return a new Frame after replacing null (NaN or None) with the supplied value. A…

static_frame.FrameGO.fillna_backward(limit, *, axis)

Return a new Frame after filling backward null (NaN or None) with the supplied v…

static_frame.FrameGO.fillna_forward(limit, *, axis)

Return a new Frame after filling forward null (NaN or None) with the supplied va…

static_frame.FrameGO.fillna_leading(value, *, axis)

Return a new Frame after filling leading (and only leading) null (NaN or None) w…

static_frame.FrameGO.fillna_trailing(value, *, axis)

Return a new Frame after filling trailing (and only trailing) null (NaN or None)…

static_frame.FrameGO.head(count)

Return a Frame consisting only of the top elements as specified by count. Args:…

static_frame.FrameGO.iloc_max(*, skipna, axis)

Return the integer indices corresponding to the maximum values found. Args: skip…

static_frame.FrameGO.iloc_min(*, skipna, axis)

Return the integer indices corresponding to the minimum values found. Args: skip…

static_frame.FrameGO.isin(other)

Return a same-sized Boolean Frame that shows if the same-positioned element is i…

static_frame.FrameGO.isna()

Return a same-indexed, Boolean Frame indicating True which values are NaN or Non…

static_frame.FrameGO.loc_max(*, skipna, axis)

Return the labels corresponding to the maximum values found. Args: skipna: if Tr…

static_frame.FrameGO.loc_min(*, skipna, axis)

Return the labels corresponding to the minimum value found. Args: skipna: if Tru…

static_frame.FrameGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.FrameGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.FrameGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.FrameGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.FrameGO.notna()

Return a same-indexed, Boolean Frame indicating True which values are not NaN or…

static_frame.FrameGO.pivot(index_fields, columns_fields, data_fields, *, func, fill_value)

Produce a pivot table, where one or more columns is selected for each of index_f…

static_frame.FrameGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.FrameGO.rehierarch(index, columns)

Produce a new Frame with index and/or columns constructed with a transformed hie…

static_frame.FrameGO.reindex(index, columns, *, fill_value, own_index, own_columns)

Return a new Frame with labels defined by the provided index. The size and order…

static_frame.FrameGO.relabel(index, columns)

Return a new Frame with transformed labels on the index. The size and ordering o…

static_frame.FrameGO.relabel_add_level(index, columns)

Return a new Frame, adding a new root level to an existing IndexHierarchy, or cr…

static_frame.FrameGO.relabel_drop_level(index, columns)

Return a new Frame, dropping one or more levels from a either the root or the le…

static_frame.FrameGO.relabel_flat(index, columns)

Return a new Frame, where an IndexHierarchy (if defined) is replaced with a flat…

static_frame.FrameGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.FrameGO.roll(index, columns, include_index, include_columns)

Args: include_index: Determine if index is included in index-wise rotation. incl…

static_frame.FrameGO.set_index(column, *, drop, index_constructor)

Return a new frame produced by setting the given column as the index, optionally…

static_frame.FrameGO.set_index_hierarchy(columns, *, drop, index_constructors, reorder_for_hierarchy)

Given an iterable of column labels, return a new Frame with those columns as an…

static_frame.FrameGO.shift(index, columns, fill_value)

static_frame.FrameGO.sort_columns(*, ascending, kind)

Return a new Frame ordered by the sorted Columns.

static_frame.FrameGO.sort_index(*, ascending, kind)

Return a new Frame ordered by the sorted Index.

static_frame.FrameGO.sort_values(key, *, ascending, axis, kind)

Return a new Frame ordered by the sorted values, where values is given by single…

static_frame.FrameGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.FrameGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.FrameGO.tail(count)

Return a Frame consisting only of the bottom elements as specified by count. Arg…

static_frame.FrameGO.transpose()

Transpose. Return a Frame with index as columns and vice versa.

static_frame.FrameGO.unique(axis)

Return a NumPy array of unqiue values. If the axis argument is provied, uniquene…

static_frame.FrameGO.unset_index(*, names, consolidate_blocks)

Return a new Frame where the index is added to the front of the data, and an Ind…

static_frame.FrameGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.3.11. FrameGO: Operator Binary

Detail: FrameGO: Operator Binary

static_frame.FrameGO.__add__(b)

Same as a + b.

static_frame.FrameGO.__and__(b)

Same as a & b.

static_frame.FrameGO.__eq__(b)

Same as a == b.

static_frame.FrameGO.__floordiv__(b)

Same as a // b.

static_frame.FrameGO.__ge__(b)

Same as a >= b.

static_frame.FrameGO.__gt__(b)

Same as a > b.

static_frame.FrameGO.__le__(b)

Same as a <= b.

static_frame.FrameGO.__lt__(b)

Same as a < b.

static_frame.FrameGO.__matmul__(b)

Same as a @ b.

static_frame.FrameGO.__mod__(b)

Same as a % b.

static_frame.FrameGO.__mul__(b)

Same as a * b.

static_frame.FrameGO.__ne__(b)

Same as a != b.

static_frame.FrameGO.__or__(b)

Same as a | b.

static_frame.FrameGO.__pow__(b)

Same as a ** b.

static_frame.FrameGO.__radd__(b)

Same as a + b.

static_frame.FrameGO.__rfloordiv__(b)

Same as a // b.

static_frame.FrameGO.__rmatmul__(b)

Same as a @ b.

static_frame.FrameGO.__rmul__(b)

Same as a * b.

static_frame.FrameGO.__rshift__(b)

Same as a >> b.

static_frame.FrameGO.__rsub__(b)

Same as a - b.

static_frame.FrameGO.__rtruediv__(b)

Same as a / b.

static_frame.FrameGO.__sub__(b)

Same as a - b.

static_frame.FrameGO.__truediv__(b)

Same as a / b.

static_frame.FrameGO.__xor__(b)

Same as a ^ b.

1.3.13. FrameGO: Selector

Detail: FrameGO: Selector

static_frame.FrameGO.bloc[key]

static_frame.FrameGO.drop[key]

Label-based selection.

static_frame.FrameGO.drop.iloc[key]

static_frame.FrameGO.drop.loc[key]

static_frame.FrameGO.mask[key]

Label-based selection.

static_frame.FrameGO.mask.iloc[key]

static_frame.FrameGO.mask.loc[key]

static_frame.FrameGO.masked_array[key]

Label-based selection.

static_frame.FrameGO.masked_array.iloc[key]

static_frame.FrameGO.masked_array.loc[key]

static_frame.FrameGO[key]

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.FrameGO.iloc[key]

static_frame.FrameGO.loc[key]

1.4. Bus

1.4.1. Bus: Attribute

Detail: Bus: Attribute

static_frame.Bus.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.Bus.dtypes

Returns a Frame of dtypes for all loaded Frames.

static_frame.Bus.mloc

Returns a Series of tuples of dtypes, one for each loaded Frame.

static_frame.Bus.nbytes

Total bytes of data currently loaded in the Bus.

static_frame.Bus.shapes

A Series describing the shape of each loaded Frame. Returns: tp.Tuple[int]

static_frame.Bus.status

Return a

1.4.2. Bus: Constructor

Detail: Bus: Constructor

static_frame.Bus.__init__(series, *, store, config)

Args: config: StoreConfig for handling Frame construction and exporting from Sto…

static_frame.Bus.from_frames(frames, *, config)

Return a Bus from an iterable of Frame; labels will be drawn from Frame.name.

static_frame.Bus.from_hdf5(fp, config)

static_frame.Bus.from_sqlite(fp, config)

static_frame.Bus.from_xlsx(fp, config)

static_frame.Bus.from_zip_csv(fp, config)

static_frame.Bus.from_zip_pickle(fp, config)

static_frame.Bus.from_zip_tsv(fp, config)

1.4.3. Bus: Dictionary-Like

Detail: Bus: Dictionary-Like

static_frame.Bus.__reversed__()

static_frame.Bus.items()

Iterator of pairs of index label and value.

static_frame.Bus.values

A 1D array of values.

1.4.4. Bus: Display

Detail: Bus: Display

static_frame.Bus.interface

A Frame documenting the interface of this class.

static_frame.Bus.__repr__()

static_frame.Bus.__str__()

Return str(self).

static_frame.Bus.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.Bus.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.Bus.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.4.5. Bus: Exporter

Detail: Bus: Exporter

static_frame.Bus.to_hdf5(fp, config)

static_frame.Bus.to_sqlite(fp, config)

static_frame.Bus.to_xlsx(fp, config)

static_frame.Bus.to_zip_csv(fp, config)

static_frame.Bus.to_zip_pickle(fp, config)

static_frame.Bus.to_zip_tsv(fp, config)

1.4.6. Bus: Method

Detail: Bus: Method

static_frame.Bus.__getattr__(name)

static_frame.Bus.__len__()

static_frame.Bus.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

1.4.7. Bus: Operator Binary

Detail: Bus: Operator Binary

static_frame.Bus.__eq__(value)

Return self==value.

static_frame.Bus.__ge__(value)

Return self>=value.

static_frame.Bus.__gt__(value)

Return self>value.

static_frame.Bus.__le__(value)

Return self<=value.

static_frame.Bus.__lt__(value)

Return self<value.

static_frame.Bus.__ne__(value)

Return self!=value.

1.4.8. Bus: Selector

Detail: Bus: Selector

static_frame.Bus[key]

Selector of values by label. Args: key: A loc selector, either a label, a list o…

static_frame.Bus.iloc[key]

static_frame.Bus.loc[key]

1.5. Index

1.5.1. Index: Accessor Datetime

Detail: Index: Accessor Datetime

static_frame.Index.via_dt.year

Return the year of each element.

static_frame.Index.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.Index.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.Index.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.Index.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.Index.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.Index.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.5.2. Index: Accessor String

Detail: Index: Accessor String

static_frame.Index.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.Index.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.Index.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Index.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.Index.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.Index.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Index.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.Index.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.Index.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.Index.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.Index.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.Index.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.Index.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.Index.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.Index.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.Index.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.Index.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.Index.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.Index.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.Index.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.Index.via_str.partition(sep)

Partition each element around sep.

static_frame.Index.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.Index.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.Index.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.Index.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.Index.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.Index.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Index.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.Index.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.Index.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.Index.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.Index.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Index.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Index.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.Index.via_str.zfill(width)

Return the string left-filled with zeros.

1.5.3. Index: Attribute

Detail: Index: Attribute

static_frame.Index.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.Index.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.Index.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.Index.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.Index.name

A hashable label attached to this container. Returns: Hashable

static_frame.Index.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.Index.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.Index.ndim

Return the number of dimensions. Returns: int

static_frame.Index.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.Index.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.Index.size

Return the size of the underlying NumPy array. Returns: int

1.5.4. Index: Constructor

Detail: Index: Constructor

static_frame.Index.__init__(labels, *, loc_is_iloc, name, dtype)

static_frame.Index.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.Index.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

1.5.5. Index: Dictionary-Like

Detail: Index: Dictionary-Like

static_frame.Index.__contains__(value)

Return True if value in the labels.

static_frame.Index.__iter__()

Iterate over labels.

static_frame.Index.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.Index.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.5.6. Index: Display

Detail: Index: Display

static_frame.Index.interface

A Frame documenting the interface of this class.

static_frame.Index.__repr__()

static_frame.Index.__str__()

Return str(self).

static_frame.Index.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.Index.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.Index.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.5.7. Index: Exporter

Detail: Index: Exporter

static_frame.Index.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.Index.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.Index.to_pandas()

Return a Pandas Index.

static_frame.Index.to_series()

Return a Series with values from this Index’s labels.

1.5.8. Index: Iterator

Detail: Index: Iterator

static_frame.Index.iter_label(depth_level)

static_frame.Index.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.Index.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.Index.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.Index.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.Index.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.Index.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Index.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.Index.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.Index.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Index.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.Index.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.Index.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.Index.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.5.9. Index: Method

Detail: Index: Method

static_frame.Index.__bool__()

True if this container has size.

static_frame.Index.__len__()

static_frame.Index.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.Index.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.Index.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.Index.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.Index.copy()

Return a new Index.

static_frame.Index.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.Index.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.Index.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.Index.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.Index.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.Index.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.Index.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.Index.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.Index.loc_to_iloc(key, offset, key_transform)

Note: Boolean Series are reindexed to this index, then passed on as all Boolean…

static_frame.Index.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Index.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.Index.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.Index.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Index.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.Index.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.Index.rename(name)

Return a new Frame with an updated name attribute.

static_frame.Index.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.Index.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.Index.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.Index.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.Index.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.Index.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.Index.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.Index.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.5.10. Index: Operator Binary

Detail: Index: Operator Binary

static_frame.Index.__add__(b)

Same as a + b.

static_frame.Index.__and__(b)

Same as a & b.

static_frame.Index.__eq__(b)

Same as a == b.

static_frame.Index.__floordiv__(b)

Same as a // b.

static_frame.Index.__ge__(b)

Same as a >= b.

static_frame.Index.__gt__(b)

Same as a > b.

static_frame.Index.__le__(b)

Same as a <= b.

static_frame.Index.__lt__(b)

Same as a < b.

static_frame.Index.__matmul__(b)

Same as a @ b.

static_frame.Index.__mod__(b)

Same as a % b.

static_frame.Index.__mul__(b)

Same as a * b.

static_frame.Index.__ne__(b)

Same as a != b.

static_frame.Index.__or__(b)

Same as a | b.

static_frame.Index.__pow__(b)

Same as a ** b.

static_frame.Index.__radd__(b)

Same as a + b.

static_frame.Index.__rfloordiv__(b)

Same as a // b.

static_frame.Index.__rmatmul__(b)

Same as a @ b.

static_frame.Index.__rmul__(b)

Same as a * b.

static_frame.Index.__rshift__(b)

Same as a >> b.

static_frame.Index.__rsub__(b)

Same as a - b.

static_frame.Index.__rtruediv__(b)

Same as a / b.

static_frame.Index.__sub__(b)

Same as a - b.

static_frame.Index.__truediv__(b)

Same as a / b.

static_frame.Index.__xor__(b)

Same as a ^ b.

1.5.11. Index: Operator Unary

Detail: Index: Operator Unary

static_frame.Index.__abs__()

Same as abs(a).

static_frame.Index.__invert__()

Same as ~a.

static_frame.Index.__neg__()

Same as -a.

static_frame.Index.__pos__()

Same as +a.

1.5.12. Index: Selector

Detail: Index: Selector

static_frame.Index.drop.iloc[key]

static_frame.Index.drop.loc[key]

static_frame.Index[key]

Extract a new index given an iloc key.

static_frame.Index.iloc[key]

static_frame.Index.loc[key]

1.6. IndexGO

1.6.1. IndexGO: Accessor Datetime

Detail: IndexGO: Accessor Datetime

static_frame.IndexGO.via_dt.year

Return the year of each element.

static_frame.IndexGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.6.2. IndexGO: Accessor String

Detail: IndexGO: Accessor String

static_frame.IndexGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexGO.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.6.3. IndexGO: Attribute

Detail: IndexGO: Attribute

static_frame.IndexGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexGO.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexGO.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexGO.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexGO.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexGO.ndim

Return the number of dimensions. Returns: int

static_frame.IndexGO.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexGO.size

Return the size of the underlying NumPy array. Returns: int

1.6.4. IndexGO: Constructor

Detail: IndexGO: Constructor

static_frame.IndexGO.__init__(labels, *, loc_is_iloc, name, dtype)

static_frame.IndexGO.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexGO.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

1.6.5. IndexGO: Dictionary-Like

Detail: IndexGO: Dictionary-Like

static_frame.IndexGO.__contains__(value)

Return True if value in the labels.

static_frame.IndexGO.__iter__()

Iterate over labels.

static_frame.IndexGO.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexGO.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.6.6. IndexGO: Display

Detail: IndexGO: Display

static_frame.IndexGO.interface

A Frame documenting the interface of this class.

static_frame.IndexGO.__repr__()

static_frame.IndexGO.__str__()

Return str(self).

static_frame.IndexGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.6.7. IndexGO: Exporter

Detail: IndexGO: Exporter

static_frame.IndexGO.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexGO.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexGO.to_pandas()

Return a Pandas Index.

static_frame.IndexGO.to_series()

Return a Series with values from this Index’s labels.

1.6.8. IndexGO: Iterator

Detail: IndexGO: Iterator

static_frame.IndexGO.iter_label(depth_level)

static_frame.IndexGO.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexGO.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexGO.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexGO.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexGO.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexGO.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexGO.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexGO.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexGO.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexGO.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexGO.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexGO.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexGO.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.6.9. IndexGO: Method

Detail: IndexGO: Method

static_frame.IndexGO.__bool__()

True if this container has size.

static_frame.IndexGO.__len__()

static_frame.IndexGO.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexGO.append(value)

append a value

static_frame.IndexGO.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexGO.copy()

Return a new Index.

static_frame.IndexGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexGO.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexGO.extend(values)

Append multiple values Args: values: can be a generator.

static_frame.IndexGO.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexGO.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexGO.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexGO.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexGO.loc_to_iloc(key, offset, key_transform)

Note: Boolean Series are reindexed to this index, then passed on as all Boolean…

static_frame.IndexGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexGO.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexGO.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexGO.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexGO.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexGO.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexGO.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.6.10. IndexGO: Operator Binary

Detail: IndexGO: Operator Binary

static_frame.IndexGO.__add__(b)

Same as a + b.

static_frame.IndexGO.__and__(b)

Same as a & b.

static_frame.IndexGO.__eq__(b)

Same as a == b.

static_frame.IndexGO.__floordiv__(b)

Same as a // b.

static_frame.IndexGO.__ge__(b)

Same as a >= b.

static_frame.IndexGO.__gt__(b)

Same as a > b.

static_frame.IndexGO.__le__(b)

Same as a <= b.

static_frame.IndexGO.__lt__(b)

Same as a < b.

static_frame.IndexGO.__matmul__(b)

Same as a @ b.

static_frame.IndexGO.__mod__(b)

Same as a % b.

static_frame.IndexGO.__mul__(b)

Same as a * b.

static_frame.IndexGO.__ne__(b)

Same as a != b.

static_frame.IndexGO.__or__(b)

Same as a | b.

static_frame.IndexGO.__pow__(b)

Same as a ** b.

static_frame.IndexGO.__radd__(b)

Same as a + b.

static_frame.IndexGO.__rfloordiv__(b)

Same as a // b.

static_frame.IndexGO.__rmatmul__(b)

Same as a @ b.

static_frame.IndexGO.__rmul__(b)

Same as a * b.

static_frame.IndexGO.__rshift__(b)

Same as a >> b.

static_frame.IndexGO.__rsub__(b)

Same as a - b.

static_frame.IndexGO.__rtruediv__(b)

Same as a / b.

static_frame.IndexGO.__sub__(b)

Same as a - b.

static_frame.IndexGO.__truediv__(b)

Same as a / b.

static_frame.IndexGO.__xor__(b)

Same as a ^ b.

1.6.12. IndexGO: Selector

Detail: IndexGO: Selector

static_frame.IndexGO.drop.iloc[key]

static_frame.IndexGO.drop.loc[key]

static_frame.IndexGO[key]

Extract a new index given an iloc key.

static_frame.IndexGO.iloc[key]

static_frame.IndexGO.loc[key]

1.7. IndexHierarchy

1.7.1. IndexHierarchy: Accessor Datetime

Detail: IndexHierarchy: Accessor Datetime

static_frame.IndexHierarchy.via_dt.year

Return the year of each element.

static_frame.IndexHierarchy.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexHierarchy.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexHierarchy.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexHierarchy.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexHierarchy.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexHierarchy.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.7.2. IndexHierarchy: Accessor String

Detail: IndexHierarchy: Accessor String

static_frame.IndexHierarchy.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexHierarchy.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexHierarchy.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchy.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexHierarchy.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexHierarchy.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchy.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexHierarchy.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexHierarchy.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexHierarchy.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexHierarchy.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexHierarchy.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexHierarchy.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexHierarchy.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexHierarchy.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexHierarchy.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexHierarchy.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexHierarchy.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexHierarchy.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexHierarchy.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexHierarchy.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexHierarchy.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexHierarchy.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexHierarchy.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexHierarchy.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexHierarchy.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexHierarchy.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexHierarchy.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexHierarchy.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexHierarchy.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchy.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexHierarchy.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchy.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchy.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchy.via_str.zfill(width)

Return the string left-filled with zeros.

1.7.3. IndexHierarchy: Attribute

Detail: IndexHierarchy: Attribute

static_frame.IndexHierarchy.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexHierarchy.depth

static_frame.IndexHierarchy.dtypes

Return a Series of dytpes for each index depth. Returns: Series

static_frame.IndexHierarchy.index_types

Return a Series of Index classes for each index depth. Returns: Series

static_frame.IndexHierarchy.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexHierarchy.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexHierarchy.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexHierarchy.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexHierarchy.ndim

Return the number of dimensions. Returns: int

static_frame.IndexHierarchy.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexHierarchy.size

Return the size of the underlying NumPy array. Returns: int

1.7.4. IndexHierarchy: Constructor

Detail: IndexHierarchy: Constructor

static_frame.IndexHierarchy.__init__(levels, *, name, blocks, own_blocks)

Args: levels: IndexLevels instance, or, optionally, an IndexHierarchy to be used…

static_frame.IndexHierarchy.from_index_items(items, *, index_constructor)

Given an iterable of pairs of label, Index, produce an IndexHierarchy where the…

static_frame.IndexHierarchy.from_labels(labels, *, name, reorder_for_hierarchy, index_constructors, continuation_token)

Construct an IndexHierarhcy from an iterable of labels, where each label is tupl…

static_frame.IndexHierarchy.from_labels_delimited(labels, *, delimiter, name, index_constructors)

Construct an IndexHierarhcy from an iterable of labels, where each label is stri…

static_frame.IndexHierarchy.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexHierarchy.from_product(*, name, *levels)

Given groups of iterables, return an IndexHierarchy made of the product of a val…

static_frame.IndexHierarchy.from_tree(tree, *, name)

Convert into a IndexHierarchy a dictionary defining keys to either iterables or…

1.7.5. IndexHierarchy: Dictionary-Like

Detail: IndexHierarchy: Dictionary-Like

static_frame.IndexHierarchy.__contains__(value)

Determine if a leaf loc is contained in this Index.

static_frame.IndexHierarchy.__iter__()

Iterate over labels.

static_frame.IndexHierarchy.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexHierarchy.values

A 2D NumPy array of all values in the IndexHierarchy. As this is a single array,…

1.7.6. IndexHierarchy: Display

Detail: IndexHierarchy: Display

static_frame.IndexHierarchy.interface

A Frame documenting the interface of this class.

static_frame.IndexHierarchy.__repr__()

static_frame.IndexHierarchy.__str__()

Return str(self).

static_frame.IndexHierarchy.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexHierarchy.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexHierarchy.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.7.7. IndexHierarchy: Exporter

Detail: IndexHierarchy: Exporter

static_frame.IndexHierarchy.to_frame()

Return Frame version of this IndexHiearchy.

static_frame.IndexHierarchy.to_frame_go()

Return a FrameGO version of this IndexHierarchy.

static_frame.IndexHierarchy.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexHierarchy.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexHierarchy.to_pandas()

Return a Pandas MultiIndex.

1.7.8. IndexHierarchy: Iterator

Detail: IndexHierarchy: Iterator

static_frame.IndexHierarchy.iter_label(depth_level)

static_frame.IndexHierarchy.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexHierarchy.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexHierarchy.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexHierarchy.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexHierarchy.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexHierarchy.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexHierarchy.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexHierarchy.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexHierarchy.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexHierarchy.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexHierarchy.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexHierarchy.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexHierarchy.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.7.9. IndexHierarchy: Method

Detail: IndexHierarchy: Method

static_frame.IndexHierarchy.__bool__()

True if this container has size.

static_frame.IndexHierarchy.__len__()

static_frame.IndexHierarchy.add_level(level)

Return an IndexHierarchy with a new root (outer) level added.

static_frame.IndexHierarchy.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexHierarchy.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexHierarchy.astype[key](dtype, consolidate_blocks)

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.IndexHierarchy.astype(dtype)

Apply a single dtype to all columns.

static_frame.IndexHierarchy.copy()

Return a new IndexHierarchy. This is not a deep copy.

static_frame.IndexHierarchy.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexHierarchy.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexHierarchy.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexHierarchy.drop_level(count)

Return an IndexHierarchy with one or more leaf levels removed. This might change…

static_frame.IndexHierarchy.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexHierarchy.flat()

Return a flat, one-dimensional index of tuples for each level.

static_frame.IndexHierarchy.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexHierarchy.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexHierarchy.isin(other)

Return a Boolean array showing True where one or more of the passed in iterable…

static_frame.IndexHierarchy.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexHierarchy.loc_to_iloc(key)

Given iterable of GetItemKeyTypes, apply to each level of levels.

static_frame.IndexHierarchy.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchy.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexHierarchy.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexHierarchy.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchy.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchy.rehierarch(depth_map)

Return a new IndexHierarchy that conforms to the new depth assignments given be…

static_frame.IndexHierarchy.relabel(mapper)

Return a new IndexHierarchy with labels replaced by the callable or mapping; ord…

static_frame.IndexHierarchy.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexHierarchy.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexHierarchy.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexHierarchy.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexHierarchy.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexHierarchy.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexHierarchy.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexHierarchy.values_at_depth(depth_level)

Return an NP array for the depth_level specified. Args: depth_level: a single de…

static_frame.IndexHierarchy.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.7.10. IndexHierarchy: Operator Binary

Detail: IndexHierarchy: Operator Binary

static_frame.IndexHierarchy.__add__(b)

Same as a + b.

static_frame.IndexHierarchy.__and__(b)

Same as a & b.

static_frame.IndexHierarchy.__eq__(b)

Same as a == b.

static_frame.IndexHierarchy.__floordiv__(b)

Same as a // b.

static_frame.IndexHierarchy.__ge__(b)

Same as a >= b.

static_frame.IndexHierarchy.__gt__(b)

Same as a > b.

static_frame.IndexHierarchy.__le__(b)

Same as a <= b.

static_frame.IndexHierarchy.__lt__(b)

Same as a < b.

static_frame.IndexHierarchy.__matmul__(b)

Same as a @ b.

static_frame.IndexHierarchy.__mod__(b)

Same as a % b.

static_frame.IndexHierarchy.__mul__(b)

Same as a * b.

static_frame.IndexHierarchy.__ne__(b)

Same as a != b.

static_frame.IndexHierarchy.__or__(b)

Same as a | b.

static_frame.IndexHierarchy.__pow__(b)

Same as a ** b.

static_frame.IndexHierarchy.__radd__(b)

Same as a + b.

static_frame.IndexHierarchy.__rfloordiv__(b)

Same as a // b.

static_frame.IndexHierarchy.__rmatmul__(b)

Same as a @ b.

static_frame.IndexHierarchy.__rmul__(b)

Same as a * b.

static_frame.IndexHierarchy.__rshift__(b)

Same as a >> b.

static_frame.IndexHierarchy.__rsub__(b)

Same as a - b.

static_frame.IndexHierarchy.__rtruediv__(b)

Same as a / b.

static_frame.IndexHierarchy.__sub__(b)

Same as a - b.

static_frame.IndexHierarchy.__truediv__(b)

Same as a / b.

static_frame.IndexHierarchy.__xor__(b)

Same as a ^ b.

1.7.12. IndexHierarchy: Selector

Detail: IndexHierarchy: Selector

static_frame.IndexHierarchy[key]

Extract a new index given an iloc key.

static_frame.IndexHierarchy.iloc[key]

static_frame.IndexHierarchy.loc[key]

1.8. IndexHierarchyGO

1.8.1. IndexHierarchyGO: Accessor Datetime

Detail: IndexHierarchyGO: Accessor Datetime

static_frame.IndexHierarchyGO.via_dt.year

Return the year of each element.

static_frame.IndexHierarchyGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexHierarchyGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexHierarchyGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexHierarchyGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexHierarchyGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexHierarchyGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.8.2. IndexHierarchyGO: Accessor String

Detail: IndexHierarchyGO: Accessor String

static_frame.IndexHierarchyGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexHierarchyGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexHierarchyGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchyGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexHierarchyGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexHierarchyGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchyGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexHierarchyGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexHierarchyGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexHierarchyGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexHierarchyGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexHierarchyGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexHierarchyGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexHierarchyGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexHierarchyGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexHierarchyGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexHierarchyGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexHierarchyGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexHierarchyGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexHierarchyGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexHierarchyGO.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexHierarchyGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexHierarchyGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexHierarchyGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexHierarchyGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexHierarchyGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexHierarchyGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexHierarchyGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexHierarchyGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexHierarchyGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexHierarchyGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexHierarchyGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchyGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchyGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexHierarchyGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.8.3. IndexHierarchyGO: Attribute

Detail: IndexHierarchyGO: Attribute

static_frame.IndexHierarchyGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexHierarchyGO.depth

static_frame.IndexHierarchyGO.dtypes

Return a Series of dytpes for each index depth. Returns: Series

static_frame.IndexHierarchyGO.index_types

Return a Series of Index classes for each index depth. Returns: Series

static_frame.IndexHierarchyGO.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexHierarchyGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexHierarchyGO.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexHierarchyGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexHierarchyGO.ndim

Return the number of dimensions. Returns: int

static_frame.IndexHierarchyGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexHierarchyGO.size

Return the size of the underlying NumPy array. Returns: int

1.8.4. IndexHierarchyGO: Constructor

Detail: IndexHierarchyGO: Constructor

static_frame.IndexHierarchyGO.__init__(levels, *, name, blocks, own_blocks)

Args: levels: IndexLevels instance, or, optionally, an IndexHierarchy to be used…

static_frame.IndexHierarchyGO.from_index_items(items, *, index_constructor)

Given an iterable of pairs of label, Index, produce an IndexHierarchy where the…

static_frame.IndexHierarchyGO.from_labels(labels, *, name, reorder_for_hierarchy, index_constructors, continuation_token)

Construct an IndexHierarhcy from an iterable of labels, where each label is tupl…

static_frame.IndexHierarchyGO.from_labels_delimited(labels, *, delimiter, name, index_constructors)

Construct an IndexHierarhcy from an iterable of labels, where each label is stri…

static_frame.IndexHierarchyGO.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexHierarchyGO.from_product(*, name, *levels)

Given groups of iterables, return an IndexHierarchy made of the product of a val…

static_frame.IndexHierarchyGO.from_tree(tree, *, name)

Convert into a IndexHierarchy a dictionary defining keys to either iterables or…

1.8.5. IndexHierarchyGO: Dictionary-Like

Detail: IndexHierarchyGO: Dictionary-Like

static_frame.IndexHierarchyGO.__contains__(value)

Determine if a leaf loc is contained in this Index.

static_frame.IndexHierarchyGO.__iter__()

Iterate over labels.

static_frame.IndexHierarchyGO.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexHierarchyGO.values

A 2D NumPy array of all values in the IndexHierarchy. As this is a single array,…

1.8.6. IndexHierarchyGO: Display

Detail: IndexHierarchyGO: Display

static_frame.IndexHierarchyGO.interface

A Frame documenting the interface of this class.

static_frame.IndexHierarchyGO.__repr__()

static_frame.IndexHierarchyGO.__str__()

Return str(self).

static_frame.IndexHierarchyGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexHierarchyGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexHierarchyGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.8.7. IndexHierarchyGO: Exporter

Detail: IndexHierarchyGO: Exporter

static_frame.IndexHierarchyGO.to_frame()

Return Frame version of this IndexHiearchy.

static_frame.IndexHierarchyGO.to_frame_go()

Return a FrameGO version of this IndexHierarchy.

static_frame.IndexHierarchyGO.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexHierarchyGO.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexHierarchyGO.to_pandas()

Return a Pandas MultiIndex.

1.8.8. IndexHierarchyGO: Iterator

Detail: IndexHierarchyGO: Iterator

static_frame.IndexHierarchyGO.iter_label(depth_level)

static_frame.IndexHierarchyGO.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexHierarchyGO.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexHierarchyGO.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexHierarchyGO.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexHierarchyGO.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.8.9. IndexHierarchyGO: Method

Detail: IndexHierarchyGO: Method

static_frame.IndexHierarchyGO.__bool__()

True if this container has size.

static_frame.IndexHierarchyGO.__len__()

static_frame.IndexHierarchyGO.add_level(level)

Return an IndexHierarchy with a new root (outer) level added.

static_frame.IndexHierarchyGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexHierarchyGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexHierarchyGO.append(value)

Append a single label to this index.

static_frame.IndexHierarchyGO.astype[key](dtype, consolidate_blocks)

Selector of columns by label. Args: key: A loc selector, either a label, a list…

static_frame.IndexHierarchyGO.astype(dtype)

Apply a single dtype to all columns.

static_frame.IndexHierarchyGO.copy()

Return a new IndexHierarchy. This is not a deep copy.

static_frame.IndexHierarchyGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexHierarchyGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexHierarchyGO.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexHierarchyGO.drop_level(count)

Return an IndexHierarchy with one or more leaf levels removed. This might change…

static_frame.IndexHierarchyGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexHierarchyGO.extend(other)

Extend this IndexHiearchy in-place

static_frame.IndexHierarchyGO.flat()

Return a flat, one-dimensional index of tuples for each level.

static_frame.IndexHierarchyGO.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexHierarchyGO.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexHierarchyGO.isin(other)

Return a Boolean array showing True where one or more of the passed in iterable…

static_frame.IndexHierarchyGO.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexHierarchyGO.loc_to_iloc(key)

Given iterable of GetItemKeyTypes, apply to each level of levels.

static_frame.IndexHierarchyGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchyGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexHierarchyGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexHierarchyGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchyGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexHierarchyGO.rehierarch(depth_map)

Return a new IndexHierarchy that conforms to the new depth assignments given be…

static_frame.IndexHierarchyGO.relabel(mapper)

Return a new IndexHierarchy with labels replaced by the callable or mapping; ord…

static_frame.IndexHierarchyGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexHierarchyGO.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexHierarchyGO.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexHierarchyGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexHierarchyGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexHierarchyGO.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexHierarchyGO.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexHierarchyGO.values_at_depth(depth_level)

Return an NP array for the depth_level specified. Args: depth_level: a single de…

static_frame.IndexHierarchyGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.8.10. IndexHierarchyGO: Operator Binary

Detail: IndexHierarchyGO: Operator Binary

static_frame.IndexHierarchyGO.__add__(b)

Same as a + b.

static_frame.IndexHierarchyGO.__and__(b)

Same as a & b.

static_frame.IndexHierarchyGO.__eq__(b)

Same as a == b.

static_frame.IndexHierarchyGO.__floordiv__(b)

Same as a // b.

static_frame.IndexHierarchyGO.__ge__(b)

Same as a >= b.

static_frame.IndexHierarchyGO.__gt__(b)

Same as a > b.

static_frame.IndexHierarchyGO.__le__(b)

Same as a <= b.

static_frame.IndexHierarchyGO.__lt__(b)

Same as a < b.

static_frame.IndexHierarchyGO.__matmul__(b)

Same as a @ b.

static_frame.IndexHierarchyGO.__mod__(b)

Same as a % b.

static_frame.IndexHierarchyGO.__mul__(b)

Same as a * b.

static_frame.IndexHierarchyGO.__ne__(b)

Same as a != b.

static_frame.IndexHierarchyGO.__or__(b)

Same as a | b.

static_frame.IndexHierarchyGO.__pow__(b)

Same as a ** b.

static_frame.IndexHierarchyGO.__radd__(b)

Same as a + b.

static_frame.IndexHierarchyGO.__rfloordiv__(b)

Same as a // b.

static_frame.IndexHierarchyGO.__rmatmul__(b)

Same as a @ b.

static_frame.IndexHierarchyGO.__rmul__(b)

Same as a * b.

static_frame.IndexHierarchyGO.__rshift__(b)

Same as a >> b.

static_frame.IndexHierarchyGO.__rsub__(b)

Same as a - b.

static_frame.IndexHierarchyGO.__rtruediv__(b)

Same as a / b.

static_frame.IndexHierarchyGO.__sub__(b)

Same as a - b.

static_frame.IndexHierarchyGO.__truediv__(b)

Same as a / b.

static_frame.IndexHierarchyGO.__xor__(b)

Same as a ^ b.

1.8.12. IndexHierarchyGO: Selector

Detail: IndexHierarchyGO: Selector

static_frame.IndexHierarchyGO[key]

Extract a new index given an iloc key.

static_frame.IndexHierarchyGO.iloc[key]

static_frame.IndexHierarchyGO.loc[key]

1.9. IndexYear

1.9.1. IndexYear: Accessor Datetime

Detail: IndexYear: Accessor Datetime

static_frame.IndexYear.via_dt.year

Return the year of each element.

static_frame.IndexYear.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexYear.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexYear.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexYear.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexYear.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexYear.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.9.2. IndexYear: Accessor String

Detail: IndexYear: Accessor String

static_frame.IndexYear.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexYear.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexYear.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYear.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexYear.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexYear.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYear.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexYear.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexYear.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexYear.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexYear.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexYear.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexYear.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexYear.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexYear.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexYear.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexYear.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexYear.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexYear.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexYear.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexYear.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexYear.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexYear.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexYear.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexYear.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexYear.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexYear.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYear.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexYear.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYear.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYear.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexYear.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYear.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYear.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYear.via_str.zfill(width)

Return the string left-filled with zeros.

1.9.3. IndexYear: Attribute

Detail: IndexYear: Attribute

static_frame.IndexYear.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexYear.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexYear.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexYear.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexYear.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexYear.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexYear.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexYear.ndim

Return the number of dimensions. Returns: int

static_frame.IndexYear.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexYear.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexYear.size

Return the size of the underlying NumPy array. Returns: int

1.9.4. IndexYear: Constructor

Detail: IndexYear: Constructor

static_frame.IndexYear.__init__(labels, *, name)

static_frame.IndexYear.from_date_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of dates, where start and stop are i…

static_frame.IndexYear.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexYear.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexYear.from_year_month_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of months, where start and end are i…

static_frame.IndexYear.from_year_range(start, stop, step, *, name)

Get an IndexDate instance over a range of years, where start and end are inclusi…

1.9.5. IndexYear: Dictionary-Like

Detail: IndexYear: Dictionary-Like

static_frame.IndexYear.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexYear.__iter__()

Iterate over labels.

static_frame.IndexYear.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexYear.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.9.6. IndexYear: Display

Detail: IndexYear: Display

static_frame.IndexYear.interface

A Frame documenting the interface of this class.

static_frame.IndexYear.__repr__()

static_frame.IndexYear.__str__()

Return str(self).

static_frame.IndexYear.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexYear.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexYear.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.9.7. IndexYear: Exporter

Detail: IndexYear: Exporter

static_frame.IndexYear.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexYear.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexYear.to_pandas()

Return a Pandas Index.

static_frame.IndexYear.to_series()

Return a Series with values from this Index’s labels.

1.9.8. IndexYear: Iterator

Detail: IndexYear: Iterator

static_frame.IndexYear.iter_label(depth_level)

static_frame.IndexYear.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexYear.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexYear.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexYear.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexYear.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexYear.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYear.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYear.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexYear.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYear.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYear.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexYear.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexYear.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.9.9. IndexYear: Method

Detail: IndexYear: Method

static_frame.IndexYear.__bool__()

True if this container has size.

static_frame.IndexYear.__len__()

static_frame.IndexYear.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexYear.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexYear.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexYear.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexYear.copy()

Return a new Index.

static_frame.IndexYear.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexYear.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexYear.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexYear.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexYear.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexYear.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexYear.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexYear.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexYear.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexYear.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYear.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexYear.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexYear.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYear.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYear.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexYear.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexYear.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexYear.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexYear.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexYear.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexYear.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexYear.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexYear.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexYear.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.9.10. IndexYear: Operator Binary

Detail: IndexYear: Operator Binary

static_frame.IndexYear.__add__(b)

Same as a + b.

static_frame.IndexYear.__and__(b)

Same as a & b.

static_frame.IndexYear.__eq__(b)

Same as a == b.

static_frame.IndexYear.__floordiv__(b)

Same as a // b.

static_frame.IndexYear.__ge__(b)

Same as a >= b.

static_frame.IndexYear.__gt__(b)

Same as a > b.

static_frame.IndexYear.__le__(b)

Same as a <= b.

static_frame.IndexYear.__lt__(b)

Same as a < b.

static_frame.IndexYear.__matmul__(b)

Same as a @ b.

static_frame.IndexYear.__mod__(b)

Same as a % b.

static_frame.IndexYear.__mul__(b)

Same as a * b.

static_frame.IndexYear.__ne__(b)

Same as a != b.

static_frame.IndexYear.__or__(b)

Same as a | b.

static_frame.IndexYear.__pow__(b)

Same as a ** b.

static_frame.IndexYear.__radd__(b)

Same as a + b.

static_frame.IndexYear.__rfloordiv__(b)

Same as a // b.

static_frame.IndexYear.__rmatmul__(b)

Same as a @ b.

static_frame.IndexYear.__rmul__(b)

Same as a * b.

static_frame.IndexYear.__rshift__(b)

Same as a >> b.

static_frame.IndexYear.__rsub__(b)

Same as a - b.

static_frame.IndexYear.__rtruediv__(b)

Same as a / b.

static_frame.IndexYear.__sub__(b)

Same as a - b.

static_frame.IndexYear.__truediv__(b)

Same as a / b.

static_frame.IndexYear.__xor__(b)

Same as a ^ b.

1.9.12. IndexYear: Selector

Detail: IndexYear: Selector

static_frame.IndexYear.drop.iloc[key]

static_frame.IndexYear.drop.loc[key]

static_frame.IndexYear[key]

Extract a new index given an iloc key.

static_frame.IndexYear.iloc[key]

static_frame.IndexYear.loc[key]

1.10. IndexYearGO

1.10.1. IndexYearGO: Accessor Datetime

Detail: IndexYearGO: Accessor Datetime

static_frame.IndexYearGO.via_dt.year

Return the year of each element.

static_frame.IndexYearGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexYearGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexYearGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexYearGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexYearGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexYearGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.10.2. IndexYearGO: Accessor String

Detail: IndexYearGO: Accessor String

static_frame.IndexYearGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexYearGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexYearGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexYearGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexYearGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexYearGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexYearGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexYearGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexYearGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexYearGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexYearGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexYearGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexYearGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexYearGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexYearGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexYearGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexYearGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexYearGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexYearGO.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexYearGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexYearGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexYearGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexYearGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexYearGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexYearGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexYearGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexYearGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.10.3. IndexYearGO: Attribute

Detail: IndexYearGO: Attribute

static_frame.IndexYearGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexYearGO.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexYearGO.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexYearGO.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexYearGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexYearGO.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexYearGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexYearGO.ndim

Return the number of dimensions. Returns: int

static_frame.IndexYearGO.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexYearGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexYearGO.size

Return the size of the underlying NumPy array. Returns: int

1.10.4. IndexYearGO: Constructor

Detail: IndexYearGO: Constructor

static_frame.IndexYearGO.__init__(labels, *, name)

static_frame.IndexYearGO.from_date_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of dates, where start and stop are i…

static_frame.IndexYearGO.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexYearGO.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexYearGO.from_year_month_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of months, where start and end are i…

static_frame.IndexYearGO.from_year_range(start, stop, step, *, name)

Get an IndexDate instance over a range of years, where start and end are inclusi…

1.10.5. IndexYearGO: Dictionary-Like

Detail: IndexYearGO: Dictionary-Like

static_frame.IndexYearGO.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexYearGO.__iter__()

Iterate over labels.

static_frame.IndexYearGO.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexYearGO.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.10.6. IndexYearGO: Display

Detail: IndexYearGO: Display

static_frame.IndexYearGO.interface

A Frame documenting the interface of this class.

static_frame.IndexYearGO.__repr__()

static_frame.IndexYearGO.__str__()

Return str(self).

static_frame.IndexYearGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexYearGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexYearGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.10.7. IndexYearGO: Exporter

Detail: IndexYearGO: Exporter

static_frame.IndexYearGO.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexYearGO.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexYearGO.to_pandas()

Return a Pandas Index.

static_frame.IndexYearGO.to_series()

Return a Series with values from this Index’s labels.

1.10.8. IndexYearGO: Iterator

Detail: IndexYearGO: Iterator

static_frame.IndexYearGO.iter_label(depth_level)

static_frame.IndexYearGO.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexYearGO.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexYearGO.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexYearGO.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexYearGO.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexYearGO.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearGO.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearGO.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexYearGO.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearGO.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearGO.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexYearGO.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexYearGO.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.10.9. IndexYearGO: Method

Detail: IndexYearGO: Method

static_frame.IndexYearGO.__bool__()

True if this container has size.

static_frame.IndexYearGO.__len__()

static_frame.IndexYearGO.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexYearGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexYearGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexYearGO.append(value)

Specialize for fixed-typed indices: convert value argument; do not need to resol…

static_frame.IndexYearGO.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexYearGO.copy()

Return a new Index.

static_frame.IndexYearGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexYearGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexYearGO.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexYearGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexYearGO.extend(values)

Append multiple values Args: values: can be a generator.

static_frame.IndexYearGO.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexYearGO.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexYearGO.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexYearGO.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexYearGO.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexYearGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexYearGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexYearGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearGO.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexYearGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexYearGO.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexYearGO.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexYearGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexYearGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexYearGO.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexYearGO.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexYearGO.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexYearGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.10.10. IndexYearGO: Operator Binary

Detail: IndexYearGO: Operator Binary

static_frame.IndexYearGO.__add__(b)

Same as a + b.

static_frame.IndexYearGO.__and__(b)

Same as a & b.

static_frame.IndexYearGO.__eq__(b)

Same as a == b.

static_frame.IndexYearGO.__floordiv__(b)

Same as a // b.

static_frame.IndexYearGO.__ge__(b)

Same as a >= b.

static_frame.IndexYearGO.__gt__(b)

Same as a > b.

static_frame.IndexYearGO.__le__(b)

Same as a <= b.

static_frame.IndexYearGO.__lt__(b)

Same as a < b.

static_frame.IndexYearGO.__matmul__(b)

Same as a @ b.

static_frame.IndexYearGO.__mod__(b)

Same as a % b.

static_frame.IndexYearGO.__mul__(b)

Same as a * b.

static_frame.IndexYearGO.__ne__(b)

Same as a != b.

static_frame.IndexYearGO.__or__(b)

Same as a | b.

static_frame.IndexYearGO.__pow__(b)

Same as a ** b.

static_frame.IndexYearGO.__radd__(b)

Same as a + b.

static_frame.IndexYearGO.__rfloordiv__(b)

Same as a // b.

static_frame.IndexYearGO.__rmatmul__(b)

Same as a @ b.

static_frame.IndexYearGO.__rmul__(b)

Same as a * b.

static_frame.IndexYearGO.__rshift__(b)

Same as a >> b.

static_frame.IndexYearGO.__rsub__(b)

Same as a - b.

static_frame.IndexYearGO.__rtruediv__(b)

Same as a / b.

static_frame.IndexYearGO.__sub__(b)

Same as a - b.

static_frame.IndexYearGO.__truediv__(b)

Same as a / b.

static_frame.IndexYearGO.__xor__(b)

Same as a ^ b.

1.10.12. IndexYearGO: Selector

Detail: IndexYearGO: Selector

static_frame.IndexYearGO.drop.iloc[key]

static_frame.IndexYearGO.drop.loc[key]

static_frame.IndexYearGO[key]

Extract a new index given an iloc key.

static_frame.IndexYearGO.iloc[key]

static_frame.IndexYearGO.loc[key]

1.11. IndexYearMonth

1.11.1. IndexYearMonth: Accessor Datetime

Detail: IndexYearMonth: Accessor Datetime

static_frame.IndexYearMonth.via_dt.year

Return the year of each element.

static_frame.IndexYearMonth.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexYearMonth.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexYearMonth.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexYearMonth.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexYearMonth.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexYearMonth.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.11.2. IndexYearMonth: Accessor String

Detail: IndexYearMonth: Accessor String

static_frame.IndexYearMonth.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexYearMonth.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexYearMonth.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonth.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexYearMonth.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexYearMonth.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonth.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexYearMonth.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexYearMonth.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexYearMonth.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexYearMonth.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexYearMonth.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexYearMonth.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexYearMonth.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexYearMonth.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexYearMonth.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexYearMonth.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexYearMonth.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexYearMonth.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexYearMonth.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexYearMonth.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexYearMonth.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexYearMonth.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexYearMonth.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexYearMonth.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexYearMonth.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexYearMonth.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearMonth.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexYearMonth.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearMonth.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonth.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexYearMonth.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonth.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonth.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonth.via_str.zfill(width)

Return the string left-filled with zeros.

1.11.3. IndexYearMonth: Attribute

Detail: IndexYearMonth: Attribute

static_frame.IndexYearMonth.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexYearMonth.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexYearMonth.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexYearMonth.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexYearMonth.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexYearMonth.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexYearMonth.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexYearMonth.ndim

Return the number of dimensions. Returns: int

static_frame.IndexYearMonth.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexYearMonth.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexYearMonth.size

Return the size of the underlying NumPy array. Returns: int

1.11.4. IndexYearMonth: Constructor

Detail: IndexYearMonth: Constructor

static_frame.IndexYearMonth.__init__(labels, *, name)

static_frame.IndexYearMonth.from_date_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of dates, where start and stop is in…

static_frame.IndexYearMonth.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexYearMonth.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexYearMonth.from_year_month_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of months, where start and end are i…

static_frame.IndexYearMonth.from_year_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of years, where start and end are in…

1.11.5. IndexYearMonth: Dictionary-Like

Detail: IndexYearMonth: Dictionary-Like

static_frame.IndexYearMonth.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexYearMonth.__iter__()

Iterate over labels.

static_frame.IndexYearMonth.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexYearMonth.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.11.6. IndexYearMonth: Display

Detail: IndexYearMonth: Display

static_frame.IndexYearMonth.interface

A Frame documenting the interface of this class.

static_frame.IndexYearMonth.__repr__()

static_frame.IndexYearMonth.__str__()

Return str(self).

static_frame.IndexYearMonth.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexYearMonth.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexYearMonth.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.11.7. IndexYearMonth: Exporter

Detail: IndexYearMonth: Exporter

static_frame.IndexYearMonth.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexYearMonth.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexYearMonth.to_pandas()

Return a Pandas Index.

static_frame.IndexYearMonth.to_series()

Return a Series with values from this Index’s labels.

1.11.8. IndexYearMonth: Iterator

Detail: IndexYearMonth: Iterator

static_frame.IndexYearMonth.iter_label(depth_level)

static_frame.IndexYearMonth.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexYearMonth.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexYearMonth.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexYearMonth.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexYearMonth.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexYearMonth.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearMonth.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearMonth.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexYearMonth.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearMonth.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearMonth.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexYearMonth.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexYearMonth.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.11.9. IndexYearMonth: Method

Detail: IndexYearMonth: Method

static_frame.IndexYearMonth.__bool__()

True if this container has size.

static_frame.IndexYearMonth.__len__()

static_frame.IndexYearMonth.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexYearMonth.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexYearMonth.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexYearMonth.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexYearMonth.copy()

Return a new Index.

static_frame.IndexYearMonth.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexYearMonth.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexYearMonth.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexYearMonth.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexYearMonth.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexYearMonth.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexYearMonth.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexYearMonth.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexYearMonth.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexYearMonth.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonth.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexYearMonth.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexYearMonth.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonth.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonth.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexYearMonth.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexYearMonth.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexYearMonth.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexYearMonth.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexYearMonth.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexYearMonth.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexYearMonth.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexYearMonth.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexYearMonth.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.11.10. IndexYearMonth: Operator Binary

Detail: IndexYearMonth: Operator Binary

static_frame.IndexYearMonth.__add__(b)

Same as a + b.

static_frame.IndexYearMonth.__and__(b)

Same as a & b.

static_frame.IndexYearMonth.__eq__(b)

Same as a == b.

static_frame.IndexYearMonth.__floordiv__(b)

Same as a // b.

static_frame.IndexYearMonth.__ge__(b)

Same as a >= b.

static_frame.IndexYearMonth.__gt__(b)

Same as a > b.

static_frame.IndexYearMonth.__le__(b)

Same as a <= b.

static_frame.IndexYearMonth.__lt__(b)

Same as a < b.

static_frame.IndexYearMonth.__matmul__(b)

Same as a @ b.

static_frame.IndexYearMonth.__mod__(b)

Same as a % b.

static_frame.IndexYearMonth.__mul__(b)

Same as a * b.

static_frame.IndexYearMonth.__ne__(b)

Same as a != b.

static_frame.IndexYearMonth.__or__(b)

Same as a | b.

static_frame.IndexYearMonth.__pow__(b)

Same as a ** b.

static_frame.IndexYearMonth.__radd__(b)

Same as a + b.

static_frame.IndexYearMonth.__rfloordiv__(b)

Same as a // b.

static_frame.IndexYearMonth.__rmatmul__(b)

Same as a @ b.

static_frame.IndexYearMonth.__rmul__(b)

Same as a * b.

static_frame.IndexYearMonth.__rshift__(b)

Same as a >> b.

static_frame.IndexYearMonth.__rsub__(b)

Same as a - b.

static_frame.IndexYearMonth.__rtruediv__(b)

Same as a / b.

static_frame.IndexYearMonth.__sub__(b)

Same as a - b.

static_frame.IndexYearMonth.__truediv__(b)

Same as a / b.

static_frame.IndexYearMonth.__xor__(b)

Same as a ^ b.

1.11.12. IndexYearMonth: Selector

Detail: IndexYearMonth: Selector

static_frame.IndexYearMonth.drop.iloc[key]

static_frame.IndexYearMonth.drop.loc[key]

static_frame.IndexYearMonth[key]

Extract a new index given an iloc key.

static_frame.IndexYearMonth.iloc[key]

static_frame.IndexYearMonth.loc[key]

1.12. IndexYearMonthGO

1.12.1. IndexYearMonthGO: Accessor Datetime

Detail: IndexYearMonthGO: Accessor Datetime

static_frame.IndexYearMonthGO.via_dt.year

Return the year of each element.

static_frame.IndexYearMonthGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexYearMonthGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexYearMonthGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexYearMonthGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexYearMonthGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexYearMonthGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.12.2. IndexYearMonthGO: Accessor String

Detail: IndexYearMonthGO: Accessor String

static_frame.IndexYearMonthGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexYearMonthGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexYearMonthGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonthGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexYearMonthGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexYearMonthGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonthGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexYearMonthGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexYearMonthGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexYearMonthGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexYearMonthGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexYearMonthGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexYearMonthGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexYearMonthGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexYearMonthGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexYearMonthGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexYearMonthGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexYearMonthGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexYearMonthGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexYearMonthGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexYearMonthGO.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexYearMonthGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexYearMonthGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexYearMonthGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexYearMonthGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexYearMonthGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexYearMonthGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearMonthGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexYearMonthGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexYearMonthGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexYearMonthGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexYearMonthGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonthGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonthGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexYearMonthGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.12.3. IndexYearMonthGO: Attribute

Detail: IndexYearMonthGO: Attribute

static_frame.IndexYearMonthGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexYearMonthGO.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexYearMonthGO.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexYearMonthGO.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexYearMonthGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexYearMonthGO.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexYearMonthGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexYearMonthGO.ndim

Return the number of dimensions. Returns: int

static_frame.IndexYearMonthGO.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexYearMonthGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexYearMonthGO.size

Return the size of the underlying NumPy array. Returns: int

1.12.4. IndexYearMonthGO: Constructor

Detail: IndexYearMonthGO: Constructor

static_frame.IndexYearMonthGO.__init__(labels, *, name)

static_frame.IndexYearMonthGO.from_date_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of dates, where start and stop is in…

static_frame.IndexYearMonthGO.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexYearMonthGO.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexYearMonthGO.from_year_month_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of months, where start and end are i…

static_frame.IndexYearMonthGO.from_year_range(start, stop, step, *, name)

Get an IndexYearMonth instance over a range of years, where start and end are in…

1.12.5. IndexYearMonthGO: Dictionary-Like

Detail: IndexYearMonthGO: Dictionary-Like

static_frame.IndexYearMonthGO.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexYearMonthGO.__iter__()

Iterate over labels.

static_frame.IndexYearMonthGO.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexYearMonthGO.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.12.6. IndexYearMonthGO: Display

Detail: IndexYearMonthGO: Display

static_frame.IndexYearMonthGO.interface

A Frame documenting the interface of this class.

static_frame.IndexYearMonthGO.__repr__()

static_frame.IndexYearMonthGO.__str__()

Return str(self).

static_frame.IndexYearMonthGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexYearMonthGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexYearMonthGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.12.7. IndexYearMonthGO: Exporter

Detail: IndexYearMonthGO: Exporter

static_frame.IndexYearMonthGO.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexYearMonthGO.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexYearMonthGO.to_pandas()

Return a Pandas Index.

static_frame.IndexYearMonthGO.to_series()

Return a Series with values from this Index’s labels.

1.12.8. IndexYearMonthGO: Iterator

Detail: IndexYearMonthGO: Iterator

static_frame.IndexYearMonthGO.iter_label(depth_level)

static_frame.IndexYearMonthGO.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexYearMonthGO.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexYearMonthGO.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexYearMonthGO.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexYearMonthGO.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.12.9. IndexYearMonthGO: Method

Detail: IndexYearMonthGO: Method

static_frame.IndexYearMonthGO.__bool__()

True if this container has size.

static_frame.IndexYearMonthGO.__len__()

static_frame.IndexYearMonthGO.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexYearMonthGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexYearMonthGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexYearMonthGO.append(value)

Specialize for fixed-typed indices: convert value argument; do not need to resol…

static_frame.IndexYearMonthGO.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexYearMonthGO.copy()

Return a new Index.

static_frame.IndexYearMonthGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexYearMonthGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexYearMonthGO.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexYearMonthGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexYearMonthGO.extend(values)

Append multiple values Args: values: can be a generator.

static_frame.IndexYearMonthGO.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexYearMonthGO.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexYearMonthGO.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexYearMonthGO.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexYearMonthGO.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexYearMonthGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonthGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexYearMonthGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexYearMonthGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonthGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexYearMonthGO.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexYearMonthGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexYearMonthGO.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexYearMonthGO.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexYearMonthGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexYearMonthGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexYearMonthGO.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexYearMonthGO.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexYearMonthGO.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexYearMonthGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.12.10. IndexYearMonthGO: Operator Binary

Detail: IndexYearMonthGO: Operator Binary

static_frame.IndexYearMonthGO.__add__(b)

Same as a + b.

static_frame.IndexYearMonthGO.__and__(b)

Same as a & b.

static_frame.IndexYearMonthGO.__eq__(b)

Same as a == b.

static_frame.IndexYearMonthGO.__floordiv__(b)

Same as a // b.

static_frame.IndexYearMonthGO.__ge__(b)

Same as a >= b.

static_frame.IndexYearMonthGO.__gt__(b)

Same as a > b.

static_frame.IndexYearMonthGO.__le__(b)

Same as a <= b.

static_frame.IndexYearMonthGO.__lt__(b)

Same as a < b.

static_frame.IndexYearMonthGO.__matmul__(b)

Same as a @ b.

static_frame.IndexYearMonthGO.__mod__(b)

Same as a % b.

static_frame.IndexYearMonthGO.__mul__(b)

Same as a * b.

static_frame.IndexYearMonthGO.__ne__(b)

Same as a != b.

static_frame.IndexYearMonthGO.__or__(b)

Same as a | b.

static_frame.IndexYearMonthGO.__pow__(b)

Same as a ** b.

static_frame.IndexYearMonthGO.__radd__(b)

Same as a + b.

static_frame.IndexYearMonthGO.__rfloordiv__(b)

Same as a // b.

static_frame.IndexYearMonthGO.__rmatmul__(b)

Same as a @ b.

static_frame.IndexYearMonthGO.__rmul__(b)

Same as a * b.

static_frame.IndexYearMonthGO.__rshift__(b)

Same as a >> b.

static_frame.IndexYearMonthGO.__rsub__(b)

Same as a - b.

static_frame.IndexYearMonthGO.__rtruediv__(b)

Same as a / b.

static_frame.IndexYearMonthGO.__sub__(b)

Same as a - b.

static_frame.IndexYearMonthGO.__truediv__(b)

Same as a / b.

static_frame.IndexYearMonthGO.__xor__(b)

Same as a ^ b.

1.12.12. IndexYearMonthGO: Selector

Detail: IndexYearMonthGO: Selector

static_frame.IndexYearMonthGO.drop.iloc[key]

static_frame.IndexYearMonthGO.drop.loc[key]

static_frame.IndexYearMonthGO[key]

Extract a new index given an iloc key.

static_frame.IndexYearMonthGO.iloc[key]

static_frame.IndexYearMonthGO.loc[key]

1.13. IndexDate

1.13.1. IndexDate: Accessor Datetime

Detail: IndexDate: Accessor Datetime

static_frame.IndexDate.via_dt.year

Return the year of each element.

static_frame.IndexDate.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexDate.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexDate.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexDate.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexDate.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexDate.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.13.2. IndexDate: Accessor String

Detail: IndexDate: Accessor String

static_frame.IndexDate.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexDate.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexDate.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDate.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexDate.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexDate.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDate.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexDate.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexDate.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexDate.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexDate.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexDate.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexDate.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexDate.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexDate.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexDate.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexDate.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexDate.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexDate.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexDate.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexDate.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexDate.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexDate.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexDate.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexDate.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexDate.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexDate.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexDate.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexDate.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexDate.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDate.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexDate.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDate.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDate.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDate.via_str.zfill(width)

Return the string left-filled with zeros.

1.13.3. IndexDate: Attribute

Detail: IndexDate: Attribute

static_frame.IndexDate.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexDate.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexDate.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexDate.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexDate.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexDate.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexDate.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexDate.ndim

Return the number of dimensions. Returns: int

static_frame.IndexDate.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexDate.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexDate.size

Return the size of the underlying NumPy array. Returns: int

1.13.4. IndexDate: Constructor

Detail: IndexDate: Constructor

static_frame.IndexDate.__init__(labels, *, name)

static_frame.IndexDate.from_date_range(start, stop, step, *, name)

Get an IndexDate instance over a range of dates, where start and stop is inclusi…

static_frame.IndexDate.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexDate.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexDate.from_year_month_range(start, stop, step, *, name)

Get an IndexDate instance over a range of months, where start and end are inclus…

static_frame.IndexDate.from_year_range(start, stop, step, *, name)

Get an IndexDate instance over a range of years, where start and end are inclusi…

1.13.5. IndexDate: Dictionary-Like

Detail: IndexDate: Dictionary-Like

static_frame.IndexDate.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexDate.__iter__()

Iterate over labels.

static_frame.IndexDate.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexDate.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.13.6. IndexDate: Display

Detail: IndexDate: Display

static_frame.IndexDate.interface

A Frame documenting the interface of this class.

static_frame.IndexDate.__repr__()

static_frame.IndexDate.__str__()

Return str(self).

static_frame.IndexDate.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexDate.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexDate.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.13.7. IndexDate: Exporter

Detail: IndexDate: Exporter

static_frame.IndexDate.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexDate.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexDate.to_pandas()

Return a Pandas Index.

static_frame.IndexDate.to_series()

Return a Series with values from this Index’s labels.

1.13.8. IndexDate: Iterator

Detail: IndexDate: Iterator

static_frame.IndexDate.iter_label(depth_level)

static_frame.IndexDate.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexDate.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexDate.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexDate.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexDate.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexDate.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexDate.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexDate.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexDate.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexDate.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexDate.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexDate.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexDate.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.13.9. IndexDate: Method

Detail: IndexDate: Method

static_frame.IndexDate.__bool__()

True if this container has size.

static_frame.IndexDate.__len__()

static_frame.IndexDate.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexDate.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexDate.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexDate.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexDate.copy()

Return a new Index.

static_frame.IndexDate.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexDate.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexDate.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexDate.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexDate.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexDate.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexDate.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexDate.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexDate.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexDate.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDate.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexDate.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexDate.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDate.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDate.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexDate.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexDate.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexDate.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexDate.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexDate.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexDate.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexDate.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexDate.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexDate.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.13.10. IndexDate: Operator Binary

Detail: IndexDate: Operator Binary

static_frame.IndexDate.__add__(b)

Same as a + b.

static_frame.IndexDate.__and__(b)

Same as a & b.

static_frame.IndexDate.__eq__(b)

Same as a == b.

static_frame.IndexDate.__floordiv__(b)

Same as a // b.

static_frame.IndexDate.__ge__(b)

Same as a >= b.

static_frame.IndexDate.__gt__(b)

Same as a > b.

static_frame.IndexDate.__le__(b)

Same as a <= b.

static_frame.IndexDate.__lt__(b)

Same as a < b.

static_frame.IndexDate.__matmul__(b)

Same as a @ b.

static_frame.IndexDate.__mod__(b)

Same as a % b.

static_frame.IndexDate.__mul__(b)

Same as a * b.

static_frame.IndexDate.__ne__(b)

Same as a != b.

static_frame.IndexDate.__or__(b)

Same as a | b.

static_frame.IndexDate.__pow__(b)

Same as a ** b.

static_frame.IndexDate.__radd__(b)

Same as a + b.

static_frame.IndexDate.__rfloordiv__(b)

Same as a // b.

static_frame.IndexDate.__rmatmul__(b)

Same as a @ b.

static_frame.IndexDate.__rmul__(b)

Same as a * b.

static_frame.IndexDate.__rshift__(b)

Same as a >> b.

static_frame.IndexDate.__rsub__(b)

Same as a - b.

static_frame.IndexDate.__rtruediv__(b)

Same as a / b.

static_frame.IndexDate.__sub__(b)

Same as a - b.

static_frame.IndexDate.__truediv__(b)

Same as a / b.

static_frame.IndexDate.__xor__(b)

Same as a ^ b.

1.13.12. IndexDate: Selector

Detail: IndexDate: Selector

static_frame.IndexDate.drop.iloc[key]

static_frame.IndexDate.drop.loc[key]

static_frame.IndexDate[key]

Extract a new index given an iloc key.

static_frame.IndexDate.iloc[key]

static_frame.IndexDate.loc[key]

1.14. IndexDateGO

1.14.1. IndexDateGO: Accessor Datetime

Detail: IndexDateGO: Accessor Datetime

static_frame.IndexDateGO.via_dt.year

Return the year of each element.

static_frame.IndexDateGO.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexDateGO.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexDateGO.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexDateGO.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

static_frame.IndexDateGO.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

static_frame.IndexDateGO.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

1.14.2. IndexDateGO: Accessor String

Detail: IndexDateGO: Accessor String

static_frame.IndexDateGO.via_str.capitalize()

Return a container with only the first character of each element capitalized.

static_frame.IndexDateGO.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

static_frame.IndexDateGO.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDateGO.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

static_frame.IndexDateGO.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

static_frame.IndexDateGO.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDateGO.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

static_frame.IndexDateGO.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

static_frame.IndexDateGO.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

static_frame.IndexDateGO.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

static_frame.IndexDateGO.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

static_frame.IndexDateGO.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

static_frame.IndexDateGO.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

static_frame.IndexDateGO.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

static_frame.IndexDateGO.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

static_frame.IndexDateGO.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

static_frame.IndexDateGO.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

static_frame.IndexDateGO.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

static_frame.IndexDateGO.via_str.lower()

Return an array with the elements of self converted to lowercase.

static_frame.IndexDateGO.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

static_frame.IndexDateGO.via_str.partition(sep)

Partition each element around sep.

static_frame.IndexDateGO.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

static_frame.IndexDateGO.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

static_frame.IndexDateGO.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

static_frame.IndexDateGO.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

static_frame.IndexDateGO.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

static_frame.IndexDateGO.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexDateGO.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

static_frame.IndexDateGO.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

static_frame.IndexDateGO.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

static_frame.IndexDateGO.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

static_frame.IndexDateGO.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDateGO.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDateGO.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

static_frame.IndexDateGO.via_str.zfill(width)

Return the string left-filled with zeros.

1.14.3. IndexDateGO: Attribute

Detail: IndexDateGO: Attribute

static_frame.IndexDateGO.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

static_frame.IndexDateGO.depth

int([x]) -> integer int(x, base=10) -> integer Convert a number or string to an…

static_frame.IndexDateGO.dtype

Return the dtype of the underlying NumPy array. Returns: numpy.dtype

static_frame.IndexDateGO.mloc

The memory location, represented as an integer, of the underlying NumPy array.

static_frame.IndexDateGO.name

A hashable label attached to this container. Returns: Hashable

static_frame.IndexDateGO.names

Provide a suitable iterable of names for usage in output formats that require a…

static_frame.IndexDateGO.nbytes

Return the total bytes of the underlying NumPy array. Returns: int

static_frame.IndexDateGO.ndim

Return the number of dimensions. Returns: int

static_frame.IndexDateGO.positions

Return the immutable positions array. This is needed by some clients, such as Se…

static_frame.IndexDateGO.shape

Return a tuple describing the shape of the underlying NumPy array. Returns: tp.T…

static_frame.IndexDateGO.size

Return the size of the underlying NumPy array. Returns: int

1.14.4. IndexDateGO: Constructor

Detail: IndexDateGO: Constructor

static_frame.IndexDateGO.__init__(labels, *, name)

static_frame.IndexDateGO.from_date_range(start, stop, step, *, name)

Get an IndexDate instance over a range of dates, where start and stop is inclusi…

static_frame.IndexDateGO.from_labels(labels, *, name)

Construct an Index from an iterable of labels, where each label is a hashable. P…

static_frame.IndexDateGO.from_pandas(value)

Given a Pandas index, return the appropriate IndexBase derived class.

static_frame.IndexDateGO.from_year_month_range(start, stop, step, *, name)

Get an IndexDate instance over a range of months, where start and end are inclus…

static_frame.IndexDateGO.from_year_range(start, stop, step, *, name)

Get an IndexDate instance over a range of years, where start and end are inclusi…

1.14.5. IndexDateGO: Dictionary-Like

Detail: IndexDateGO: Dictionary-Like

static_frame.IndexDateGO.__contains__(value)

Return True if value in the labels. Will only return True for an exact match to…

static_frame.IndexDateGO.__iter__()

Iterate over labels.

static_frame.IndexDateGO.__reversed__()

Returns a reverse iterator on the index labels.

static_frame.IndexDateGO.values

A 1D NumPy array of the values in the Index. This array will have the same dtype…

1.14.6. IndexDateGO: Display

Detail: IndexDateGO: Display

static_frame.IndexDateGO.interface

A Frame documenting the interface of this class.

static_frame.IndexDateGO.__repr__()

static_frame.IndexDateGO.__str__()

Return str(self).

static_frame.IndexDateGO.display(config)

Return a Display, capable of providing a string representation. Args: config: A…

static_frame.IndexDateGO.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

static_frame.IndexDateGO.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

1.14.7. IndexDateGO: Exporter

Detail: IndexDateGO: Exporter

static_frame.IndexDateGO.to_html(config)

Return an HTML table representation of this Index using standard TABLE, TR, and…

static_frame.IndexDateGO.to_html_datatables(fp, *, show, config)

Return a complete HTML representation of this Index using the DataTables JS libr…

static_frame.IndexDateGO.to_pandas()

Return a Pandas Index.

static_frame.IndexDateGO.to_series()

Return a Series with values from this Index’s labels.

1.14.8. IndexDateGO: Iterator

Detail: IndexDateGO: Iterator

static_frame.IndexDateGO.iter_label(depth_level)

static_frame.IndexDateGO.iter_label(depth_level).apply(func, *, dtype, name)

Apply a function to each value. Returns a new container. Args: func: A function…

static_frame.IndexDateGO.iter_label(depth_level).apply_iter(func)

Apply a function to each value. A generator of resulting values. Args: func: A f…

static_frame.IndexDateGO.iter_label(depth_level).apply_iter_items(func)

Apply a function to each value. A generator of resulting key, value pairs. Args:…

static_frame.IndexDateGO.iter_label(depth_level).apply_pool(func, *, dtype, name, max_workers, chunksize, use_threads)

Apply a function to each value. Employ parallel processing with either the Proce…

static_frame.IndexDateGO.iter_label(depth_level).map_all(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, an Exception is raised. Returns…

static_frame.IndexDateGO.iter_label(depth_level).map_all_iter(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexDateGO.iter_label(depth_level).map_all_iter_items(mapping)

Apply a mapping; for values not in the mapping, an Exception is raised. A genera…

static_frame.IndexDateGO.iter_label(depth_level).map_any(mapping, *, dtype, name)

Apply a mapping; for values not in the mapping, the value is returned. Returns a…

static_frame.IndexDateGO.iter_label(depth_level).map_any_iter(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexDateGO.iter_label(depth_level).map_any_iter_items(mapping)

Apply a mapping; for values not in the mapping, the value is returned. A generat…

static_frame.IndexDateGO.iter_label(depth_level).map_fill(mapping, *, fill_value, dtype, name)

Apply a mapping; for values not in the mapping, the fill_value is returned. Retu…

static_frame.IndexDateGO.iter_label(depth_level).map_fill_iter(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

static_frame.IndexDateGO.iter_label(depth_level).map_fill_iter_items(mapping, *, fill_value)

Apply a mapping; for values not in the mapping, the fill_value is returned. A ge…

1.14.9. IndexDateGO: Method

Detail: IndexDateGO: Method

static_frame.IndexDateGO.__bool__()

True if this container has size.

static_frame.IndexDateGO.__len__()

static_frame.IndexDateGO.add_level(level)

Return an IndexHierarhcy with an added root level.

static_frame.IndexDateGO.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

static_frame.IndexDateGO.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

static_frame.IndexDateGO.append(value)

Specialize for fixed-typed indices: convert value argument; do not need to resol…

static_frame.IndexDateGO.astype(dtype)

Return an Index with type determined by dtype argument. Note that for Index, thi…

static_frame.IndexDateGO.copy()

Return a new Index.

static_frame.IndexDateGO.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

static_frame.IndexDateGO.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

static_frame.IndexDateGO.difference(other)

Perform difference with another Index, container, or NumPy array. Retains order.

static_frame.IndexDateGO.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

Return a bool from comparison to any other object. Args: compare_name: Include e…

static_frame.IndexDateGO.extend(values)

Append multiple values Args: values: can be a generator.

static_frame.IndexDateGO.head(count)

Return a Index consisting only of the top elements as specified by count. Args:…

static_frame.IndexDateGO.intersection(other)

Perform intersection with another Index, container, or NumPy array. Identical co…

static_frame.IndexDateGO.isin(other)

Return a Boolean array showing True where a label is found in other. If other is…

static_frame.IndexDateGO.label_widths_at_depth(depth_level)

A generator of pairs, where each pair is the label and the count of that label f…

static_frame.IndexDateGO.loc_to_iloc(key, offset)

Specialized for IndexData indices to convert string data representations into np…

static_frame.IndexDateGO.max(axis, skipna, out)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDateGO.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

static_frame.IndexDateGO.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

static_frame.IndexDateGO.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDateGO.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

static_frame.IndexDateGO.relabel(mapper)

Return a new Index with labels replaced by the callable or mapping; order will b…

static_frame.IndexDateGO.rename(name)

Return a new Frame with an updated name attribute.

static_frame.IndexDateGO.roll(shift)

Return an Index with values rotated forward and wrapped around (with a postive s…

static_frame.IndexDateGO.sort(ascending, kind)

Return a new Index with the labels sorted. Args: kind: Sort algorithm passed to…

static_frame.IndexDateGO.std(axis, skipna, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

static_frame.IndexDateGO.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

static_frame.IndexDateGO.tail(count)

Return a Index consisting only of the bottom elements as specified by count. Arg…

static_frame.IndexDateGO.union(other)

Perform union with another Index, container, or NumPy array. Identical compariso…

static_frame.IndexDateGO.values_at_depth(depth_level)

Return an NP array for the depth_level specified.

static_frame.IndexDateGO.var(axis, skipna, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

1.14.10. IndexDateGO: Operator Binary

Detail: IndexDateGO: Operator Binary

static_frame.IndexDateGO.__add__(b)

Same as a + b.

static_frame.IndexDateGO.__and__(b)

Same as a & b.

static_frame.IndexDateGO.__eq__(b)

Same as a == b.

static_frame.IndexDateGO.__floordiv__(b)

Same as a // b.

static_frame.IndexDateGO.__ge__(b)

Same as a >= b.

static_frame.IndexDateGO.__gt__(b)

Same as a > b.

static_frame.IndexDateGO.__le__(b)

Same as a <= b.

static_frame.IndexDateGO.__lt__(b)

Same as a < b.

static_frame.IndexDateGO.__matmul__(b)

Same as a @ b.

static_frame.IndexDateGO.__mod__(b)

Same as a % b.

static_frame.IndexDateGO.__mul__(b)

Same as a * b.

static_frame.IndexDateGO.__ne__(b)

Same as a != b.

static_frame.IndexDateGO.__or__(b)

Same as a | b.

static_frame.IndexDateGO.__pow__(b)

Same as a ** b.

static_frame.IndexDateGO.__radd__(b)

Same as a + b.

static_frame.IndexDateGO.__rfloordiv__(b)

Same as a // b.

static_frame.IndexDateGO.__rmatmul__(b)

Same as a @ b.

static_frame.IndexDateGO.__rmul__(b)

Same as a * b.

static_frame.IndexDateGO.__rshift__(b)

Same as a >> b.

static_frame.IndexDateGO.__rsub__(b)

Same as a - b.

static_frame.IndexDateGO.__rtruediv__(b)

Same as a / b.

static_frame.IndexDateGO.__sub__(b)

Same as a - b.

static_frame.IndexDateGO.__truediv__(b)

Same as a / b.

static_frame.IndexDateGO.__xor__(b)

Same as a ^ b.

1.14.12. IndexDateGO: Selector

Detail: IndexDateGO: Selector

static_frame.IndexDateGO.drop.iloc[key]

static_frame.IndexDateGO.drop.loc[key]

static_frame.IndexDateGO[key]

Extract a new index given an iloc key.

static_frame.IndexDateGO.iloc[key]

static_frame.IndexDateGO.loc[key]

1.15. IndexMinute

1.15.1. IndexMinute: Accessor Datetime

Detail: IndexMinute: Accessor Datetime

static_frame.IndexMinute.via_dt.year

Return the year of each element.

static_frame.IndexMinute.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

static_frame.IndexMinute.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

static_frame.IndexMinute.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

static_frame.IndexMinute.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().