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get_sample_for_value(pop_df, sample_size, effect_size) num_users_treatment = sample_df[sample_df.treatment == 1].shape[0] value_treatment = sample_df[sample_df.treatment == 1].predicted_value.mean() num_users_control = sample_df[sample_df.treatment == 0].shape[0] value_control =