def plot_defaults_per_country(df: DataFrame):
year = dbutils.widgets.get("year") # noqa: F821
rating = dbutils.widgets.get("rating") # noqa: F821
if len(df.head(1)) == 0:
return
ax = sns.barplot(x="Country", y="Defaults", data=df.toPandas())
ax.set_title(f"Defaults per Country of {rating} rating during {year}")
return display(ax) # noqa: F821
def plot_defaults_per_month(df: DataFrame):
year = dbutils.widgets.get("year") # noqa: F821
country = dbutils.widgets.get("country") # noqa: F821
rating = dbutils.widgets.get("rating") # noqa: F821
if len(df.head(1)) == 0:
return
ax = sns.barplot(x="Month", y="Defaults", data=df.toPandas())
ax.set_title(f"Defaults per Month in {year} in {country} of {rating} rating")
return display(ax) # noqa: F821
