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- # Write a function to remove outliers using IQR
- def outliers_IQR(data, col):
- lower_quartile = data[col].quantile(0.25)
- upper_quartile = data[col].quantile(0.75)
- IQR = upper_quartile - lower_quartile
- outlier_thresh = 1.5 * IQR
- return data[data[col].between((lower_quartile - outlier_thresh), (upper_quartile + outlier_thresh))]
- autos_IQR = outliers_IQR(autos, 'price_dollar')
- autos_IQR = outliers_IQR(autos_IQR, 'odometer_km')
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