diff --git a/herrewebpy/firmware_forensics/memory_drawer.py b/herrewebpy/firmware_forensics/memory_drawer.py
index df1eb2c..0669764 100755
--- a/herrewebpy/firmware_forensics/memory_drawer.py
+++ b/herrewebpy/firmware_forensics/memory_drawer.py
@@ -36,7 +36,6 @@ class MemoryDrawer():
         else:
             raise ValueError('Input must be a path to a .csv file or a pandas DataFrame')
 
-
         fig = MemoryDrawer.draw_diagram(data)
         MemoryDrawer.write_output(fig, output)
 
@@ -56,8 +55,8 @@ class MemoryDrawer():
         data['end'] = data['end'].apply(_convert_to_int)
         data['size'] = data['end'] - data['start']
 
-        #data.sort_values(by=['size'], inplace=True, ascending=False)
-        data.sort_values(by=['start', 'size'], inplace=True, ascending=True)
+        # Sort start on ascending order, and size on descending order
+        data.sort_values(by=['start', 'size'], inplace=True, ascending=[True, False])
 
         # Inverse the order of the data
         data.reset_index(drop=True, inplace=True)
@@ -76,13 +75,13 @@ class MemoryDrawer():
                 data.at[i, 'overlapped_by'] = ','.join(temp['index'].astype(str).to_list())
 
             # Annotate rows that partially overlap the current row (from start, but not to end)
-            temp = data.loc[(data['start'] <= row['start']) & (data['end'] < row['end']) & (data['end'] >= row['start'])]
+            temp = data.loc[(data['start'] <= row['start']) & (data['end'] < row['end']) & (data['end'] > row['start'])]
             if temp.shape[0] > 1:
                 data.at[i, 'partial_overlap'] = "Bottom"
                 data.at[i, 'partial_overlapped_by'] = ','.join(temp['index'].astype(str).to_list())
 
             # Annotate rows that partially overlap the current row (from end, but not to start)
-            temp = data.loc[(data['start'] > row['start']) & (data['end'] >= row['end']) & (data['start'] <= row['end'])]
+            temp = data.loc[(data['start'] > row['start']) & (data['end'] >= row['end']) & (data['start'] < row['end'])]
             if temp.shape[0] > 1:
                 data.at[i, 'partial_overlap'] = "Top"
                 data.at[i, 'partial_overlapped_by'] = ','.join(temp['index'].astype(str).to_list())
@@ -96,6 +95,8 @@ class MemoryDrawer():
         # Send warnings if sizes are negative
         if (data['size'] < 0).any():
             print(f'Warning: Negative sizes detected at indices {data[data["size"] < 0].index}')
+
+        data["n_overlaps"] = data["overlapped_by"].apply(lambda x: len(str(x).split(',')) if pd.notna(x) else pd.NA)
         
         return data
 
@@ -114,6 +115,8 @@ class MemoryDrawer():
             plot_bgcolor='#FFFFFF',
         )
 
+        extra_y = 0
+
         for i, d in data.iterrows():
             fillcolor = random_color()
             data.at[i, 'fillcolor'] = fillcolor
@@ -124,9 +127,12 @@ class MemoryDrawer():
 
             # Set base y values. Height of the rectangle.
             y0 = d['index']
-            y1 = d['index']+1
+            y1 = d['index']+1 # +(data['n_overlaps'].max() - data['n_overlaps'].min())
 
             if d['overlap'] == True:
+                # Count number of overlaps using overlapped_by
+                n_overlaps = str(d['overlapped_by']).split(',')
+
                 # Row is overlapping the current row
                 if pd.notna(d['overlapping']):
                     y0 = sorted(map(int, d['overlapping'].split(',')))[0]
@@ -135,20 +141,16 @@ class MemoryDrawer():
                 if pd.notna(d['overlapped_by']):
                     y0 = y0 + vertical_gap_percentage
                     y1 = y1 - vertical_gap_percentage
-                    x0 = x0 + horizontal_gap
-                    x1 = x1 - horizontal_gap
+                    x0 = x0 + (horizontal_gap*d['n_overlaps'])
+                    x1 = x1 - (horizontal_gap*d['n_overlaps'])
 
                 if d['partial_overlap'] == "Bottom":
                     if pd.notna(d['partial_overlapped_by']):
                         y0 = y0 + 0.25 + (0.6**len(d['partial_overlapped_by'].split(',')))
-                        #x0 = x0 + horizontal_gap
-                        #x1 = x1 - horizontal_gap
 
                 if d['partial_overlap'] == "Top":
                     if pd.notna(d['partial_overlapped_by']):
                         y1 = y1 - (0.6**len(d['partial_overlapped_by'].split(',')))
-                        #x0 = x0 + horizontal_gap
-                        #x1 = x1 - horizontal_gap
 
             fig.add_shape(
                 type="rect",
@@ -166,7 +168,7 @@ class MemoryDrawer():
             fig.add_trace(go.Scatter
             (
                 x=[(x0+x1)/2],
-                y=[i+0.5],
+                y=[y0+0.5],
                 text=d['name'],
                 mode="text",
                 textposition="middle center",
@@ -254,9 +256,7 @@ class MemoryDrawer():
         tickpointers = [i for i in range(len(data))]
 
         fig.update_yaxes(
-            # tickvals=[i for i in range(len(data)+1)], 
             tickvals = tickpointers,
-            #ticktext= labels, # Adds labels to the left-hand side of the graph
             griddash="longdashdot",
             gridwidth=0,
             gridcolor="black",
diff --git a/setup.py b/setup.py
index 9bf8f0a..f4ef4ba 100755
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@ with open('requirements.txt') as f:
 
 setup(
     name='herrewebpy',
-    version='0.1.0',
+    version='0.1.0', # Component, Feature, bugfix/patch. E.g. 0.1.1, or 0.21.11
     packages=find_packages(),
     install_requires=requirements,
     entry_points={},