diff --git a/CHANGELOG.md b/CHANGELOG.md
index 78feef6bd..9004f6746 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -365,6 +365,7 @@ A total of 4 people contributed to this release. Thank you to the following cont
 
 <details>
 
+-   [`f13d569`](https://github.com/stdlib-js/stdlib/commit/f13d56957a00c6ffea87a0cc7fd243cd871a213f) - **docs:** update examples and fix whitespace [(#2865)](https://github.com/stdlib-js/stdlib/pull/2865) _(by Gunj Joshi, Athan Reines)_
 -   [`35462f8`](https://github.com/stdlib-js/stdlib/commit/35462f8357fdcb513679a7344fa3a5cc4c3ef55f) - **style:** update heading and fix line wrapping [(#2867)](https://github.com/stdlib-js/stdlib/pull/2867) _(by Gunj Joshi)_
 -   [`6c838b0`](https://github.com/stdlib-js/stdlib/commit/6c838b02c4cc9afa7befcdfbb6617b5c367713cb) - **docs:** fix line wrapping and description [(#2874)](https://github.com/stdlib-js/stdlib/pull/2874) _(by Gunj Joshi)_
 -   [`7edbd56`](https://github.com/stdlib-js/stdlib/commit/7edbd56db6a1dc6aa955a47be48120c410e1c6af) - **docs:** update examples [(#2873)](https://github.com/stdlib-js/stdlib/pull/2873) _(by Gunj Joshi, Athan Reines)_
diff --git a/base/special/logf/README.md b/base/special/logf/README.md
index 8a159148b..f9dbab88d 100644
--- a/base/special/logf/README.md
+++ b/base/special/logf/README.md
@@ -20,7 +20,7 @@ limitations under the License.
 
 # Logarithm
 
-> Compute the base `b` [logarithm][logarithm] of a single-precision floating-point number..
+> Compute the base `b` [logarithm][logarithm] of a single-precision floating-point number.
 
 <section class="usage">
 
@@ -66,18 +66,19 @@ v = logf( 2.0, -4.0 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
-var roundf = require( '@stdlib/math/base/special/roundf' );
+var randu = require( '@stdlib/random/array/discrete-uniform' );
 var logf = require( '@stdlib/math/base/special/logf' );
 
-var b;
-var x;
-var i;
+var opts = {
+    'dtype': 'float32'
+};
+
+var x = randu( 100, 0, 100, opts );
+var b = randu( 100, 0, 5, opts );
 
+var i;
 for ( i = 0; i < 100; i++ ) {
-    x = roundf( randu() * 100.0 );
-    b = roundf( randu() * 5.0 );
-    console.log( 'logf( %d, %d ) = %d', x, b, logf( x, b ) );
+    console.log( 'logf( %d, %d ) = %d', x[ i ], b[ i ], logf( x[ i ], b[ i ] ) );
 }
 ```
 
diff --git a/base/special/logf/examples/index.js b/base/special/logf/examples/index.js
index f21b56068..609da6ad2 100644
--- a/base/special/logf/examples/index.js
+++ b/base/special/logf/examples/index.js
@@ -18,16 +18,17 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
-var roundf = require( './../../../../base/special/roundf' );
+var randu = require( '@stdlib/random/array/discrete-uniform' );
 var logf = require( './../lib' );
 
-var b;
-var x;
-var i;
+var opts = {
+	'dtype': 'float32'
+};
+
+var x = randu( 100, 0, 100, opts );
+var b = randu( 100, 0, 5, opts );
 
+var i;
 for ( i = 0; i < 100; i++ ) {
-	x = roundf( randu() * 100.0 );
-	b = roundf( randu() * 5.0 );
-	console.log( 'logf( %d, %d ) = %d', x, b, logf( x, b ) );
+	console.log( 'logf( %d, %d ) = %d', x[ i ], b[ i ], logf( x[ i ], b[ i ] ) );
 }
diff --git a/base/special/logf/src/main.c b/base/special/logf/src/main.c
index 11fcbe53f..e316a525e 100644
--- a/base/special/logf/src/main.c
+++ b/base/special/logf/src/main.c
@@ -24,7 +24,7 @@
 *
 * @param x    input value
 * @param b    input value
-* @return	  output value
+* @return     output value
 *
 * @example
 * float out = stdlib_base_logf( 100.0f, 10.0f );