Pandas decimal places

# (1) Round to specific decimal places – Single DataFrame column
df['DataFrame column'].round(decimals=number of decimal places needed)

# (2) Round up – Single DataFrame column
df['DataFrame column'].apply(np.ceil)

# (3) Round down – Single DataFrame column
df['DataFrame column'].apply(np.floor)

# (4) Round to specific decimals places – Entire DataFrame
df.round(decimals=number of decimal places needed)

Source: datatofish.com

Pandas dataframe print decimal places

pd.set_option('precision', 4)
print(df.to_latex(index=False))

Pandas format float decimal places

pd.options.display.float_format = '{:,.2f}'.format

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