style: format scatter-color-groups plot files

Author: MarkusNeusinger

plots/bokeh/scatter/scatter-color-groups/default.py

@@ -14,19 +14,25 @@
 np.random.seed(42)
 n_per_group = 50
 
-data = pd.DataFrame({
-    "sepal_length": np.concatenate([
-        np.random.normal(5.0, 0.35, n_per_group),
-        np.random.normal(5.9, 0.50, n_per_group),
-        np.random.normal(6.6, 0.60, n_per_group),
-    ]),
-    "sepal_width": np.concatenate([
-        np.random.normal(3.4, 0.38, n_per_group),
-        np.random.normal(2.8, 0.30, n_per_group),
-        np.random.normal(3.0, 0.30, n_per_group),
-    ]),
-    "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
-})
+data = pd.DataFrame(
+    {
+        "sepal_length": np.concatenate(
+            [
+                np.random.normal(5.0, 0.35, n_per_group),
+                np.random.normal(5.9, 0.50, n_per_group),
+                np.random.normal(6.6, 0.60, n_per_group),
+            ]
+        ),
+        "sepal_width": np.concatenate(
+            [
+                np.random.normal(3.4, 0.38, n_per_group),
+                np.random.normal(2.8, 0.30, n_per_group),
+                np.random.normal(3.0, 0.30, n_per_group),
+            ]
+        ),
+        "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
+    }
+)
 
 # Color palette (from style guide)
 colors = ["#306998", "#FFD43B", "#DC2626", "#059669", "#8B5CF6", "#F97316"]

plots/matplotlib/scatter/scatter-color-groups/default.py

@@ -12,19 +12,25 @@
 np.random.seed(42)
 n_per_group = 50
 
-data = pd.DataFrame({
-    "sepal_length": np.concatenate([
-        np.random.normal(5.0, 0.35, n_per_group),
-        np.random.normal(5.9, 0.50, n_per_group),
-        np.random.normal(6.6, 0.60, n_per_group),
-    ]),
-    "sepal_width": np.concatenate([
-        np.random.normal(3.4, 0.38, n_per_group),
-        np.random.normal(2.8, 0.30, n_per_group),
-        np.random.normal(3.0, 0.30, n_per_group),
-    ]),
-    "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
-})
+data = pd.DataFrame(
+    {
+        "sepal_length": np.concatenate(
+            [
+                np.random.normal(5.0, 0.35, n_per_group),
+                np.random.normal(5.9, 0.50, n_per_group),
+                np.random.normal(6.6, 0.60, n_per_group),
+            ]
+        ),
+        "sepal_width": np.concatenate(
+            [
+                np.random.normal(3.4, 0.38, n_per_group),
+                np.random.normal(2.8, 0.30, n_per_group),
+                np.random.normal(3.0, 0.30, n_per_group),
+            ]
+        ),
+        "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
+    }
+)
 
 # Color palette (colorblind safe from style guide)
 colors = ["#306998", "#FFD43B", "#DC2626"]

plots/plotnine/point/scatter-color-groups/default.py

@@ -12,19 +12,25 @@
 np.random.seed(42)
 n_per_group = 50
 
-data = pd.DataFrame({
-    "sepal_length": np.concatenate([
-        np.random.normal(5.0, 0.35, n_per_group),
-        np.random.normal(5.9, 0.50, n_per_group),
-        np.random.normal(6.6, 0.60, n_per_group),
-    ]),
-    "sepal_width": np.concatenate([
-        np.random.normal(3.4, 0.38, n_per_group),
-        np.random.normal(2.8, 0.30, n_per_group),
-        np.random.normal(3.0, 0.30, n_per_group),
-    ]),
-    "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
-})
+data = pd.DataFrame(
+    {
+        "sepal_length": np.concatenate(
+            [
+                np.random.normal(5.0, 0.35, n_per_group),
+                np.random.normal(5.9, 0.50, n_per_group),
+                np.random.normal(6.6, 0.60, n_per_group),
+            ]
+        ),
+        "sepal_width": np.concatenate(
+            [
+                np.random.normal(3.4, 0.38, n_per_group),
+                np.random.normal(2.8, 0.30, n_per_group),
+                np.random.normal(3.0, 0.30, n_per_group),
+            ]
+        ),
+        "species": ["setosa"] * n_per_group + ["versicolor"] * n_per_group + ["virginica"] * n_per_group,
+    }
+)
 
 # Color palette (from style guide)
 colors = ["#306998", "#FFD43B", "#DC2626"]