a-pandas-ex-lookupdict 0.11

Creates a lookup dict from a Pandas DataFrame (tuples as keys / np as values)

Creates a lookup dict from a Pandas DataFrame (tuples as keys / np as values)

pip install a-pandas-ex-lookupdict

from a_pandas_ex_lookupdict import pd_add_lookup_dict

import pandas as pd

pd_add_lookup_dict()

df = pd.read_csv(

    "https://raw.githubusercontent.com/pandas-dev/pandas/main/doc/data/titanic.csv"

)

di1 = df[:5].d_get_lookup_dict(as_index=["Name", "PassengerId"])

di2 = df[:5].d_get_lookup_dict(

    as_values=["Cabin", "Fare"], as_index=["Name", "PassengerId"]

)



di1

Out[4]: 

{('Braund, Mr. Owen Harris',

  1): array([[0, 3, 'male', 22.0, 1, 0, 'A/5 21171', 7.25, nan, 'S']],

       dtype=object),

 ('Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  2): array([[1, 1, 'female', 38.0, 1, 0, 'PC 17599', 71.2833, 'C85', 'C']],

       dtype=object),

 ('Heikkinen, Miss. Laina',

  3): array([[1, 3, 'female', 26.0, 0, 0, 'STON/O2. 3101282', 7.925, nan, 'S']],

       dtype=object),

 ('Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  4): array([[1, 1, 'female', 35.0, 1, 0, '113803', 53.1, 'C123', 'S']],

       dtype=object)}

	   

	   

di2

Out[5]: 

{('Braund, Mr. Owen Harris', 1): array([[nan, 7.25]], dtype=object),

 ('Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  2): array([['C85', 71.2833]], dtype=object),

 ('Heikkinen, Miss. Laina', 3): array([[nan, 7.925]], dtype=object),

 ('Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  4): array([['C123', 53.1]], dtype=object)}