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Sep 05, 2020 · 100 pandas puzzles Puzzles notebook Solutions notebook. Inspired by 100 Numpy exerises, here are 100* short puzzles for testing your knowledge of pandas' power.. Since pandas is a large library with many different specialist features and functions, these excercises focus mainly on the fundamentals of manipulating data (indexing, grouping, aggregating, cleaning), making use of the core

pandas.DataFrame.items¶ DataFrame.items [source] ¶ Iterate over (column name, Series) pairs. Iterates over the DataFrame columns, returning a tuple with the column name and the content as a Series. Notes. The column names will be renamed to positional names if they are invalid Python identifiers, repeated, or start with an underscore. On python versions < 3.7 regular tuples are returned for DataFrames with a large number of columns (>254). The n largest elements where n=3 and keeping the last duplicates. Brunei will be kept since it is the last with value 434000 based on the index order. >>> s. nlargest (3, keep = 'last') France 65000000 Italy 59000000 Brunei 434000 dtype: int64

I know that if I use randn, import pandas as pd import numpy as np df = pd.DataFrame(np.random.randn(100, 4), columns=list('ABCD')) gives me what I am looking for

See full list on slotozilla.com Sep 05, 2020 · 100 pandas puzzles Puzzles notebook Solutions notebook. Inspired by 100 Numpy exerises, here are 100* short puzzles for testing your knowledge of pandas' power.. Since pandas is a large library with many different specialist features and functions, these excercises focus mainly on the fundamentals of manipulating data (indexing, grouping, aggregating, cleaning), making use of the core pandas.DataFrame.max¶ DataFrame.max (axis = None, skipna = None, level = None, numeric_only = None, ** kwargs) [source] ¶ Return the maximum of the values over the requested axis. If you want the index of the maximum, use idxmax. pandas.DataFrame.items¶ DataFrame.items [source] ¶ Iterate over (column name, Series) pairs. Iterates over the DataFrame columns, returning a tuple with the column name and the content as a Series. Sep 05, 2019 · 100 pandas tricks to save you time and energy. Below you'll find 100 tricks that will save you time and energy every time you use pandas! These the best tricks I've learned from 5 years of teaching the pandas library. "Soooo many nifty little tips that will make my life so much easier!" - C.K. "Kevin, these tips are so practical. Series.astype (dtype[, copy, errors]). Cast a pandas object to a specified dtype dtype.. Series.convert_dtypes ([infer_objects, …]). Convert columns to best possible dtypes using dtypes supporting pd.NA.