Source code for

import pandas as pd

import featuretools as ft

[docs]def load_weather(nrows=None, return_single_table=False): ''' Load the Australian daily-min-temperatures weather dataset. Args: nrows (int): Passed to nrows in ``pd.read_csv``. return_single_table (bool): Exit the function early and return a dataframe. ''' filename = "daily-min-temperatures.csv" print('Downloading data ...') url = "{}?library=featuretools&version={}".format(filename, ft.__version__) data = pd.read_csv(url, index_col=None, nrows=nrows) if return_single_table: return data es = make_es(data) return es
def make_es(data): es = ft.EntitySet('Weather Data') es.add_dataframe(data, dataframe_name='temperatures', index='id', make_index=True, time_index='Date') return es