diff --git a/docs/code-examples/pinhole_simple.py b/docs/code-examples/pinhole_simple.py
new file mode 100644
index 000000000000..dec1e51254c7
--- /dev/null
+++ b/docs/code-examples/pinhole_simple.py
@@ -0,0 +1,12 @@
+"""Log a pinhole and a random image."""
+import numpy as np
+import rerun as rr
+
+rr.init("pinhole", spawn=True)
+rng = np.random.default_rng(12345)
+
+image = rng.uniform(0, 255, size=[3, 3, 3])
+intrinsics = np.array([[3, 0, 1.5], [0, 3, 1.5], [0, 0, 1]])
+
+rr.log_pinhole("world/image", child_from_parent=intrinsics, width=3, height=3)
+rr.log_image("world/image", image=image)
diff --git a/docs/code-examples/scalar_simple.py b/docs/code-examples/scalar_simple.py
new file mode 100644
index 000000000000..e48abd787149
--- /dev/null
+++ b/docs/code-examples/scalar_simple.py
@@ -0,0 +1,13 @@
+"""Log a scalar over time."""
+import numpy as np
+import rerun as rr
+
+rr.init("scalar", spawn=True)
+rng = np.random.default_rng(12345)
+
+value = 1.0
+for step in range(100):
+ rr.set_time_sequence("step", step)
+
+ value += rng.normal()
+ rr.log_scalar("scalar", value)
diff --git a/docs/code-examples/text_entry_simple.py b/docs/code-examples/text_entry_simple.py
new file mode 100644
index 000000000000..1ec19541a216
--- /dev/null
+++ b/docs/code-examples/text_entry_simple.py
@@ -0,0 +1,14 @@
+"""Log some text entries."""
+import logging
+
+import rerun as rr
+
+rr.init("text_entry", spawn=True)
+
+# Log a direct entry directly
+rr.log_text_entry("logs", "this entry has loglevel TRACE", level=rr.LogLevel.TRACE)
+
+# Or log via a logging handler
+logging.getLogger().addHandler(rr.LoggingHandler("logs/handler"))
+logging.getLogger().setLevel(-1)
+logging.info("This log got added through a `LoggingHandler`")
diff --git a/docs/code-examples/transform3d_simple.py b/docs/code-examples/transform3d_simple.py
new file mode 100644
index 000000000000..adc61c2eed61
--- /dev/null
+++ b/docs/code-examples/transform3d_simple.py
@@ -0,0 +1,20 @@
+"""Log different transforms between three arrows."""
+import rerun as rr
+
+rr.init("transform", spawn=True)
+
+origin = [0, 0, 0]
+base_vector = [0, 1, 0]
+
+rr.log_arrow("base", origin=origin, vector=base_vector)
+
+rr.log_transform3d("base/translated", rr.Translation3D([1, 0, 0]))
+
+rr.log_arrow("base/translated", origin=origin, vector=base_vector)
+
+rr.log_transform3d(
+ "base/rotated_scaled",
+ rr.TranslationRotationScale3D(rotation=rr.RotationAxisAngle(axis=[0, 0, 1], radians=3.14 / 4), scale=rr.Scale3D(2)),
+)
+
+rr.log_arrow("base/rotated_scaled", origin=origin, vector=base_vector)
diff --git a/docs/content/reference/data_types/pinhole.md b/docs/content/reference/data_types/pinhole.md
index 60e8391e4785..3620825378a7 100644
--- a/docs/content/reference/data_types/pinhole.md
+++ b/docs/content/reference/data_types/pinhole.md
@@ -2,9 +2,23 @@
title: Pinhole
order: 10
---
+`Pinhole` represents a pinhole, or perspective, camera model. It's used to project data from a 3D space to a 2D space, or to situate 2D content inside a 3D view. Read more about transforms that relate between spaces [here](https://www.rerun.io/docs/concepts/spaces-and-transforms#space-transformations).
+
## Components and APIs
Primary component: `pinhole`
Python APIs: [log_pinhole](https://ref.rerun.io/docs/python/latest/common/transforms/#rerun.log_pinhole)
Rust API: [Pinhole](https://docs.rs/rerun/latest/rerun/components/struct.Pinhole.html)
+
+
+## Simple Example
+code-example: pinhole_simple
+
+
diff --git a/docs/content/reference/data_types/scalar.md b/docs/content/reference/data_types/scalar.md
index 2cb2c6a7bdf0..6110be627e64 100644
--- a/docs/content/reference/data_types/scalar.md
+++ b/docs/content/reference/data_types/scalar.md
@@ -2,6 +2,8 @@
title: Scalar
order: 30
---
+`Scalar` represents a single scalar value that can be plotted as a time series if logged over time.
+
## Components and APIs
Primary component: `scalar`
@@ -10,3 +12,14 @@ Secondary components: `scalar_plot_props`, `colorrgba`, `radius`, `label`
Python APIs: [log_scalar](https://ref.rerun.io/docs/python/latest/common/plotting/#rerun.log_scalar)
Rust API: [Scalar](https://docs.rs/rerun/latest/rerun/components/struct.Scalar.html)
+
+## Simple Example
+code-example: scalar_simple
+
+
diff --git a/docs/content/reference/data_types/text_entry.md b/docs/content/reference/data_types/text_entry.md
index 25eda1979437..95b51b17f7cf 100644
--- a/docs/content/reference/data_types/text_entry.md
+++ b/docs/content/reference/data_types/text_entry.md
@@ -2,6 +2,8 @@
title: TextEntry
order: 40
---
+`TextEntry` represents a text log with a log level, and is mainly used to get regular text logs into Rerun.
+
## Components and APIs
Primary component: `text_entry`
@@ -10,3 +12,15 @@ Secondary components: `colorrgba`
Python APIs: [log_text_entry](https://ref.rerun.io/docs/python/latest/common/text/#rerun.log_text_entry)
Rust API: [TextEntry](https://docs.rs/rerun/latest/rerun/components/struct.TextEntry.html)
+
+## Simple Examples
+
+code-example: text_entry_simple
+
+
diff --git a/docs/content/reference/data_types/transform3d.md b/docs/content/reference/data_types/transform3d.md
index e87b2369477d..6fd6371ce482 100644
--- a/docs/content/reference/data_types/transform3d.md
+++ b/docs/content/reference/data_types/transform3d.md
@@ -2,6 +2,8 @@
title: Transform3D
order: 9
---
+`Transform3D` represents an affine 3D transformation between an entity and it's parent space in the entity hierarchy. Read more about spaces and transforms [here](../../concepts/spaces-and-transforms.md)
+
## Components and APIs
Primary component: `transform3d`
@@ -9,3 +11,14 @@ Python APIs: [log_transform3d](https://ref.rerun.io/docs/python/latest/common/tr
Rust API: [Transform3D](https://docs.rs/rerun/latest/rerun/components/struct.Transform3D.html)
+
+## Simple Example
+code-example: transform3d_simple
+
+