Created
April 5, 2021 04:14
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| def determine_outlier_thresholds_iqr(dataframe, col_name, th1=0.25, th3=0.75): | |
| quartile1 = dataframe[col_name].quantile(th1) | |
| quartile3 = dataframe[col_name].quantile(th3) | |
| iqr = quartile3 - quartile1 | |
| upper_limit = quartile3 + 1.5 * iqr | |
| lower_limit = quartile1 - 1.5 * iqr | |
| return lower_limit, upper_limit |
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