Datasets

kortical.datasets

This small library is used to access the following list of example datasets within the package:

• bbc
• customer_reviews
• enron
• enron_multi_label
• house_price_regression
• iris
• margin
• stock_prices
• titanic

datasets.load

---

This function will return an example dataset from the package, in dataframe format.

Inputs

• name - A keyword, used to access example datasets (see above).

Returns

• df - A dataframe.

from kortical import datasets

titanic_df = datasets.load('titanic')
house_price_regression_df = datasets.load('house_price_regression')
# etc...

datasets.write_to_disk

---

This function will copy a dataset (.csv file) to your current working directory, unless a full valid path is provided.

Inputs

• name - A keyword used to access example datasets (see above).
• path (= None) - If given a full valid path, the file will be copied here; otherwise, the file will appear in your current working directory.

Returns

• None

import pandas as pd
from kortical import datasets

datasets.write_to_disk('titanic')
titanic_df = pd.read_csv('titanic.csv')

# Or...
datasets.write_to_disk('titanic', path='path/to/my_file.csv')
titanic_df = pd.read_csv('path/to/my_file.csv')