diff --git a/README.md b/README.md
index ecb4bcd2..f5cbefd9 100644
--- a/README.md
+++ b/README.md
@@ -83,7 +83,7 @@ See our demo [here](https://pulorsok.github.io/ruleviewer/web-report-demo).
 quark -a sample.apk -s -w quark_report.html
 ```
 
-![](https://i.imgur.com/hG3Ag8t.png)
+![](https://i.imgur.com/uizHQan.jpg)
 
 ## Navigate the Rules
 
diff --git a/quark/__init__.py b/quark/__init__.py
index 9c24dbfc..ba97a54a 100644
--- a/quark/__init__.py
+++ b/quark/__init__.py
@@ -1 +1 @@
-__version__ = "22.9.1"
+__version__ = "22.10.1"
diff --git a/quark/cli.py b/quark/cli.py
index 65ed6e42..6f5a6e28 100644
--- a/quark/cli.py
+++ b/quark/cli.py
@@ -272,7 +272,7 @@ def entry_point(
 
         show_comparison_graph(
             title=f"Malicious Actions Comparison Between {len(apk)} Malwares",
-            lables=selected_label,
+            labels=selected_label,
             malware_confidences=malware_confidences,
             font_size=22,
         )
diff --git a/quark/utils/graph.py b/quark/utils/graph.py
index 32d15002..df628c6a 100644
--- a/quark/utils/graph.py
+++ b/quark/utils/graph.py
@@ -217,7 +217,7 @@ def call_graph(call_graph_analysis, output_format="png"):
     )
 
 
-def show_comparison_graph(title, lables, malware_confidences, font_size=22):
+def show_comparison_graph(title, labels, malware_confidences, font_size=22):
     """
     show radar chart based on max label confidence of several malwares
     :param title: title of the graph to be displayed
@@ -246,7 +246,7 @@ def show_comparison_graph(title, lables, malware_confidences, font_size=22):
         fig.add_trace(
             go.Scatterpolar(
                 r=malware_confidences[malware_name],
-                theta=lables,
+                theta=labels,
                 fill="toself",
                 name=malware_name,
                 line=dict(
diff --git a/quark/webreport/analysis_report_layout.html b/quark/webreport/analysis_report_layout.html
index b75cb868..9f33f06f 100644
--- a/quark/webreport/analysis_report_layout.html
+++ b/quark/webreport/analysis_report_layout.html
@@ -423,7 +423,7 @@ <h4>Sample Information</h4>
             <div class="row radar-chart">
                 <div class="col-md-6"><canvas id="myChart" width="400" height="400"></canvas></div>
                 <div class="col-md-6">
-                    <h3>Select lables to see max confidence in radare chart</h3>
+                    <h3>Select labels to see max confidence in radare chart</h3>
                     <div class="label-group">
                         $all_labels_html$
                     </div>