When building a low-carbon equity portfolio, disclosed carbon emission data are typically used. As those emissions are reported with an important lag ( potentially more than 1 year), the stock allocation doesn't include recent changes in the firm footprints, which cause a sub-optimal portfolio construction. Here, the goal is to build portfolio prototypes that account for historical emission numbers by analyzing firms' commitment toward decarbonization through their annual reports.