def METHOD_NAME(dataframe, tag):
    """Find all correlations for the given tag."""
    # Setup empty list
    correlations = []
    columns = []
    # Loop through all column at the row with the tag as its index
    for i, corr in enumerate(dataframe.loc[tag, :]):
        # Find the column
        col = dataframe.columns[i]
        # Append the correlation to the list
        correlations.append(corr)
        columns.append(col)
    # Create a df out of the lists
    results_df = pd.DataFrame({"tag": columns, "correlation": correlations})
    return results_df