diff --git a/README.md b/README.md
index 158033d40599f..23f28be5a5bee 100644
--- a/README.md
+++ b/README.md
@@ -106,32 +106,9 @@ Please see the [contributor guide] and [communication] pages for more informatio
 
 ## Crate features
 
-This crate has several [features] which can be specified in your `Cargo.toml`.
+Please see the [Crate features section of the user guide] for available features
 
-[features]: https://doc.rust-lang.org/cargo/reference/features.html
-
-Default features:
-
-- `nested_expressions`: functions for working with nested type function such as `array_to_string`
-- `compression`: reading files compressed with `xz2`, `bzip2`, `flate2`, and `zstd`
-- `crypto_expressions`: cryptographic functions such as `md5` and `sha256`
-- `datetime_expressions`: date and time functions such as `to_timestamp`
-- `encoding_expressions`: `encode` and `decode` functions
-- `parquet`: support for reading the [Apache Parquet] format
-- `regex_expressions`: regular expression functions, such as `regexp_match`
-- `unicode_expressions`: Include unicode aware functions such as `character_length`
-- `unparser`: enables support to reverse LogicalPlans back into SQL
-- `recursive_protection`: uses [recursive](https://docs.rs/recursive/latest/recursive/) for stack overflow protection.
-
-Optional features:
-
-- `avro`: support for reading the [Apache Avro] format
-- `backtrace`: include backtrace information in error messages
-- `pyarrow`: conversions between PyArrow and DataFusion types
-- `serde`: enable arrow-schema's `serde` feature
-
-[apache avro]: https://avro.apache.org/
-[apache parquet]: https://parquet.apache.org/
+[crate features section of the user guide]: https://datafusion.apache.org/user-guide/crate-configuration.html#crate-features
 
 ## Rust Version Compatibility Policy
 
diff --git a/datafusion/core/Cargo.toml b/datafusion/core/Cargo.toml
index 4b6d8f274932f..a418b3df15b6f 100644
--- a/datafusion/core/Cargo.toml
+++ b/datafusion/core/Cargo.toml
@@ -57,8 +57,10 @@ default = [
     "datetime_expressions",
     "encoding_expressions",
     "regex_expressions",
+    "math_expressions",
     "string_expressions",
     "unicode_expressions",
+    "unparser",
     "compression",
     "parquet",
     "recursive_protection",
@@ -86,6 +88,7 @@ serde = [
     "arrow-schema/serde",
 ]
 string_expressions = ["datafusion-functions/string_expressions"]
+unparser = ["datafusion-sql/unparser"]
 unicode_expressions = [
     "datafusion-sql/unicode_expressions",
     "datafusion-functions/unicode_expressions",
diff --git a/docs/source/user-guide/crate-configuration.md b/docs/source/user-guide/crate-configuration.md
index f4a1910f5f78f..edb9dd99c570c 100644
--- a/docs/source/user-guide/crate-configuration.md
+++ b/docs/source/user-guide/crate-configuration.md
@@ -25,7 +25,47 @@ control DataFusion's behavior.
 
 [configuration settings]: configs.md
 
-## Add latest non published DataFusion dependency
+## Crate features
+
+The `datafusion` crate has several [features] which can be specified in your `Cargo.toml`. For example
+to enable support for `avro` you can put the following in your `Cargo.toml`:
+
+```toml
+datafusion = { version = "45", features = ["avro"] }
+```
+
+[features]: https://doc.rust-lang.org/cargo/reference/features.html
+
+You can always check the [Cargo.toml] file for the most up to date list of features.
+
+[cargo.toml]: https://github.com/apache/datafusion/blob/main/datafusion/core/Cargo.toml#L39
+
+### Default features:
+
+- `compression`: reading files compressed with `xz2`, `bzip2`, `flate2`, and `zstd`
+- `crypto_expressions`: cryptographic functions such as `md5` and `sha256`
+- `datetime_expressions`: date and time functions such as `to_timestamp`
+- `encoding_expressions`: `encode` and `decode` functions
+- `math_expressions`: `sqrt` and other math functions
+- `nested_expressions`: functions for working with nested type function such as `array_to_string`
+- `parquet`: support for reading the [Apache Parquet] format
+- `string_expressions`: string functions such as `concat`
+- `recursive_protection`: uses [recursive](https://docs.rs/recursive/latest/recursive/) for stack overflow protection.
+- `regex_expressions`: regular expression functions, such as `regexp_match`
+- `unicode_expressions`: Include unicode aware functions such as `character_length`
+- `unparser`: enables support to reverse LogicalPlans back into SQL
+
+### Optional features:
+
+- `avro`: support for reading the [Apache Avro] format
+- `backtrace`: include backtrace information in error messages
+- `pyarrow`: conversions between PyArrow and DataFusion types
+- `serde`: enable arrow-schema's `serde` feature
+
+[apache avro]: https://avro.apache.org/
+[apache parquet]: https://parquet.apache.org/
+
+## Use latest non published DataFusion dependency
 
 DataFusion changes are published to `crates.io` according to the [release schedule](https://github.com/apache/datafusion/blob/main/dev/release/README.md#release-process)