 Hello everybody, my name is Antoine LeJean and I have the pleasure to present to you what we have developed. This is an R2, an application that we call portfolio sustainability profiler that aim to give you another view of the CO2 emission of your portfolio. This is something that has been done quite widely in the finance sector and something that now we want to reproduce for the insurance industry. It's basically where you would like to know the pool of risk that I take basically attached to companies how much they are producing CO2 and of course you would like to reduce this footprint. So here briefly we have developed a shiny application that allow the portfolio owner to upload his portfolio and then to get another view of the CO2 emission. So here you have the data flow that we use. So let me just briefly demonstrate how it works. So you have a first panel where it's about uploading your portfolio. So you upload your portfolio and then of course you get some statistics about the different dimension, the number of companies that you have in the portfolio and then here you have the hit map. So here, for example, we show here the different portfolio, so A and K, and then we see how the CO2 emission evolves year by year. So you have here this bar chart on the side that show you the aggregated value of the CO2 emission. Of course, you can decide, okay, no, I would like to see this by industry. And then typically here you will see that you have these two specific industries that are problematic. You can also do this by country. For example, this might be very interesting. So and here you see, oh, in fact, Italy, Hungary or these three countries are the maybe the worst. So you know that, okay, might be a good idea not to underwrite too much risks from these three countries. You can also, of course, select some portfolio that you think might be problematic. Here, for example, I would look by industry. And then you can see that here you have again this two industry for these three portfolio are problematic. Okay, so to summarize, this tool allow a portfolio owner to really get very easily another view of the carbon footprint of his portfolio. So thank you for your attention.