Félix Revert FelixChop

Data scientist & Product manager

FelixChop / describe.py

Created August 15, 2018 08:40

data.describe()

FelixChop / subset.py

Created August 15, 2018 08:42

data[data['column_1'].isin(['french', 'english'])]

FelixChop / map_combination.py

Created August 15, 2018 09:05

data['column_1'].map(len).map(lambda x: x/100).plot()

FelixChop / tqdm_pandas.py

Created August 15, 2018 09:16

	from tqdm import tqdm_notebook
	tqdm_notebook().pandas()

FelixChop / tqdm_map.py

Created August 15, 2018 09:17

data['column_1'].progress_map(lambda x: x.count('e'))

FelixChop / corr.py

Last active August 15, 2018 09:43

	data.corr()
	data.corr().applymap(lambda x: int(x*100)/100)

FelixChop / scatter_matrix.py

Created August 15, 2018 09:46

pd.plotting.scatter_matrix(data, figsize=(12,8))

FelixChop / merge.py

Created August 15, 2018 09:53

data.merge(other_data, on=['column_1', 'column_2', 'column_3'])

FelixChop / groupby.py

Created August 15, 2018 10:01

data.groupby('column_1')['column_2'].apply(sum).reset_index()

FelixChop / iterrows.py

Created August 15, 2018 10:13

	dictionary = {}

	for i,row in data.iterrows():
	dictionary[row['column_1']] = row['column_2']