diff --git a/docs/manual/algorithms/centralities.html b/docs/manual/algorithms/centralities.html
index 5ae1322..ab49d93 100644
--- a/docs/manual/algorithms/centralities.html
+++ b/docs/manual/algorithms/centralities.html
@@ -600,7 +600,7 @@ <h1 class="title"><code>pathpy.algorithms.centralities</code> module</h1>
 
     Parameters
     ----------
-    network: Netwokr
+    network: Network
     alpha: float
         damping factor
     max_iter: int
@@ -987,7 +987,7 @@ <h2 id="returns">Returns</h2>
 <section class="desc"><p>Calculates the PageRank of nodes based on a power iteration.</p>
 <h2 id="parameters">Parameters</h2>
 <dl>
-<dt><strong><code>network</code></strong> :&ensp;<code>Netwokr</code></dt>
+<dt><strong><code>network</code></strong> :&ensp;<code>Network</code></dt>
 <dd>&nbsp;</dd>
 <dt><strong><code>alpha</code></strong> :&ensp;<code>float</code></dt>
 <dd>damping factor</dd>
@@ -1008,7 +1008,7 @@ <h2 id="returns">Returns</h2>
 
     Parameters
     ----------
-    network: Netwokr
+    network: Network
     alpha: float
         damping factor
     max_iter: int
diff --git a/pathpy/algorithms/centralities.py b/pathpy/algorithms/centralities.py
index 17d19d2..41399ca 100644
--- a/pathpy/algorithms/centralities.py
+++ b/pathpy/algorithms/centralities.py
@@ -575,7 +575,7 @@ def pagerank(network, alpha=0.85, max_iter=100, tol=1.0e-6, weighted=False):
 
     Parameters
     ----------
-    network: Netwokr
+    network: Network
     alpha: float
         damping factor
     max_iter: int