75edd1e191f7ad38ae71bd31cba87d1faedbb6a1,talos/utils/string_cols_to_numeric.py,,string_cols_to_numeric,#Any#Any#,18

Before Change

    for col in data.columns:
        // avoid common non-numeric cases
        if data[col].dtype != "O":
            continue
        if isclass(data[col][0]):
            continue
        if isinstance(data[col][0], FunctionType):
            continue

After Change

    for col in data.columns:

        if data[col].apply(isnumber).sum() == len(data):
            try:
                data[col] = data[col].astype(int)
            except ValueError:
                data[col] = data[col].astype(float)
        else:
            data[col] = data[col]

    return data

Instances