absfuyu.extra.da.dadf_base module

Absfuyu: Data Analysis

Data Analyst DataFrame - Base/Core

Version: 5.1.0 Date updated: 10/03/2025 (dd/mm/yyyy)

class absfuyu.extra.da.dadf_base.DataAnalystDataFrameBase(data=None, index: Axes | None = None, columns: Axes | None = None, dtype: Dtype | None = None, copy: bool | None = None)[source]

Bases: DataFrame

Data Analyst pd.DataFrame - Base

Set class variable _DADF_INCLUDE to False to exclude from DADF_METHODS

DADF_METHODS: ClassVar[dict[str, list[str]]] = {'absfuyu.extra.da.dadf.DataAnalystDataFrameCityMixin': ['convert_city'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameColumnMethodMixin': ['add_blank_column', 'drop_columns', 'drop_rightmost', 'rearrange_rightmost_column'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameDateMixin': ['add_date_from_month', 'add_detail_date', 'delta_date'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameInfoMixin': ['describe', 'qdescribe', 'qinfo', 'show_distribution', 'threshold_filter'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameNAMixin': ['apply_notnull', 'apply_notnull_row', 'fill_missing_values', 'get_missing_values', 'split_na'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameOtherMixin': ['merge_left'], 'absfuyu.extra.da.dadf.DataAnalystDataFrameRowMethodMixin': ['get_different_rows']}

class absfuyu.extra.da.dadf_base.SplittedDF(df: DataFrame, df_na: DataFrame)[source]

Bases: NamedTuple

DataFrame splitted into contains missing values only and vice versa

Parameters:

df (DataFrame) – DataFrame without missing values
df_na (DataFrame) – DataFrame with missing values only

df: DataFrame: Alias for field number 0

df_na: DataFrame: Alias for field number 1

static concat_df(df_list: list[DataFrame], join: Literal['inner', 'outer'] = 'inner') → DataFrame[source]

Concat the list of DataFrame (static method)

Parameters:

df_list (list[DataFrame]) – A sequence of DataFrame
join (str) – Join type (Default: "inner")

Returns:

Joined DataFrame

Return type:

DataFrame

concat(join: Literal['inner', 'outer'] = 'inner') → DataFrame[source]

Concat the splitted DataFrame

Parameters:: join (str) – Join type (Default: "inner")
Returns:: Joined DataFrame
Return type:: DataFrame

static divide_dataframe(df: DataFrame, by_column: str) → list[DataFrame][source]

Divide DataFrame into a list of DataFrame

Parameters:

df (DataFrame) – DataFrame
by_column (str) – By which column

Returns:

Splitted DataFrame

Return type:

list[DataFrame]

class absfuyu.extra.da.dadf_base.CityData(city: str, region: str, area: str)[source]

Bases: NamedTuple

Parameters:

city (str) – City name
region (str) – Region of the city
area (str) – Area of the region

city: str: Alias for field number 0

region: str: Alias for field number 1

area: str: Alias for field number 2