Add monthwise downloads barplot

popcorn.py

@@ -122,7 +122,6 @@ def _():
         .fill_null(0)
         .unpivot(index="date", variable_name="package", value_name="downloads")
     )
-    df_lazy
     return
 
 
@@ -144,6 +143,7 @@ def _(df_lazy: pl.LazyFrame):
                 title="Weekly downloads",
             )
         )
+
     _()
     return
 
@@ -181,6 +181,27 @@ def _(df_lazy: pl.LazyFrame):
                 caption="Downloads aggregated per day of the week they took place.",
             )
         )
+
+    _()
+    return
+
+
+@app.cell
+def _(df_lazy: pl.LazyFrame):
+    def _():
+        month_agg_downloads = (
+            df_lazy.sort("date")
+            .with_columns(pl.col("date").dt.month().alias("month"))
+            .collect()
+        )
+        return (
+            lp.ggplot(month_agg_downloads, lp.aes("month", "downloads"))
+            + lp.geom_bar()
+            + lp.labs(
+                title="Monthwise downloads",
+                caption="Downloads aggregated per month of the year.",
+            )
+        )
     _()
     return