[Pandas DataFrame for output printing] #python

pandas_results.py

def print_results(mean_post, std_post):
    """Create Pandas DataFrame with results"""
    num_digits = 3

    result_table = mean_post.round(num_digits).astype(str)
    str_std_post = std_post.round(num_digits).astype(str)
    t_stat = mean_post / std_post

    for col in result_table:
        """Add more 0's for 0.0"""
        result_table[col] = result_table[col].str.replace('(\.\d{1})$', '\g<1>' + '0' * (num_digits - 1))
        str_std_post[col] = str_std_post[col].str.replace('(\.\d{1})$', '\g<1>' + '0' * (num_digits - 1))

    result_table[abs(t_stat) >= 1.96] += '*'
    result_table[abs(t_stat) < 1.96] += ' '

    for col in result_table:
        """Add STD"""
        result_table[col] += ' (' + str_std_post[col] + ')'

    return result_table