def plot_loglog(self, country, freq="2d"):
        newdf = self.get_country(country)
        return (
            newdf.resample(freq)
            .mean()
            .hvplot.scatter(
                x="Infections",
                y="Rate",
                logy=True,
                logx=True,
                ylim=(1, None),
                xlim=(1, None),
                label=country,
            )
        )

    def plot_loglog_countries(self, countries):
        if len(countries) == 1:
            return self.plot_loglog(countries[0])
        else:
            return self.plot_loglog(countries[0]) * self.plot_loglog_countries(
                countries[1:]
            )