From efa08b4b547c894e5ce6f3aafee76e5cff91ada4 Mon Sep 17 00:00:00 2001
From: Marty Oehme <contact@martyoeh.me>
Date: Sun, 28 Sep 2025 21:11:14 +0200
Subject: [PATCH] Add monthwise downloads barplot

---
 popcorn.py | 23 ++++++++++++++++++++++-
 1 file changed, 22 insertions(+), 1 deletion(-)

diff --git a/popcorn.py b/popcorn.py
index 7a65155..9ed2235 100644
--- a/popcorn.py
+++ b/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