dataframe unique values in each column
for col in df:
print(df[col].unique())dataframe unique values in each column
for col in df:
print(df[col].unique())unique entries in column pandas
# Import modules
import pandas as pd
# Set ipython's max row display
pd.set_option('display.max_row', 1000)
# Set iPython's max column width to 50
pd.set_option('display.max_columns', 50)
# Create an example dataframe
data = {'name': ['Jason', 'Molly', 'Tina', 'Jake', 'Amy'],
'year': [2012, 2012, 2013, 2014, 2014],
'reports': [4, 24, 31, 2, 3]}
df = pd.DataFrame(data, index = ['Cochice', 'Pima', 'Santa Cruz', 'Maricopa', 'Yuma'])
df
#List unique values in the df['name'] column
df.name.unique()get unique words from pandas dataframe
results = set()
df['text'].str.lower().str.split().apply(results.update)
$ set(['someone', 'ft.jgt', 'my', 'is', 'to', 'going', 'place', 'nickname'])Copyright © 2021 Codeinu
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