I'll give you one better. The ECMWF publishes their probabilistic ensemble forecasts with boxplots for numeric probabilities: https://charts.ecmwf.int/products

I'll give you one better. The ECMWF publishes their probabilistic ensemble forecasts with boxplots for numeric probabilities: https://charts.ecmwf.int/products/opencharts_meteogram?base_time=202311211200&epsgram=classical_10d&lat=59.3326&lon=18.0649&station_name=Stockholm https://charts.ecmwf.int/products/opencharts_meteogram?base_... They also have one for precipitation type distribution: https://charts.ecmwf.int/products/opencharts_ptype_meteogram?base_time=202312041200&lat=59.3326&lon=18.0649&station_name=Stockholm https://charts.ecmwf.int/products/opencharts_ptype_meteogram...