diff --git a/main.py b/main.py
index 2c8e282..0017551 100644
--- a/main.py
+++ b/main.py
@@ -9,8 +9,11 @@ def nn(cluster_no, node_name):
         return str(cluster_no) + '-' + node_name
     return str(cluster_no % nn_total_levels) + '-' + node_name
 
-def join_nodes(g, a, b):
-    if not (g.degree[a] == 6 or g.degree[b] == 6):
+def lvl(node_name):
+    return int(node_name.split('-')[0])
+
+def join_nodes(g, a, b, target_degree = 6):
+    if not (g.degree[a] == target_degree or g.degree[b] == target_degree):
         g.add_edge(a, b)
 
 def start_file(p):
@@ -49,16 +52,16 @@ def build_network(n):
     for i in range(n):
         if n >= 2:
             if i % 2:
-                g.add_edge(nn(i, 'lu'), nn(i-1, 'lu'))
-                g.add_edge(nn(i, 'rd'), nn(i-1, 'rd'))
+                join_nodes(g, nn(i, 'lu'), nn(i-1, 'lu'), 4)
+                join_nodes(g, nn(i, 'rd'), nn(i-1, 'rd'), 4)
             else:
-                g.add_edge(nn(i, 'ld'), nn(i-1, 'ld'))
-                g.add_edge(nn(i, 'ru'), nn(i-1, 'ru'))
+                join_nodes(g, nn(i, 'ld'), nn(i-1, 'ld'), 4)
+                join_nodes(g, nn(i, 'ru'), nn(i-1, 'ru'), 4)
 
             g.add_edge(nn(i, 'ls'), nn(i-1, 'rs'))
             g.add_edge(nn(i, 'rs'), nn(i-1, 'ls'))
 
-        if n >= 1 * throw_dist:
+        if n > 1 * throw_dist:
             g.add_edge(nn(i, 'rs'), nn(i-(1*throw_dist), 'ls'))
             g.add_edge(nn(i, 'ls'), nn(i-(1*throw_dist), 'rs'))
 
@@ -105,6 +108,103 @@ def analyze(G: nx.Graph) -> dict:
             'C': C,
     }
 
+def visualize(g):
+    def draw_edges_between(a, b, lvl_min = 0, lvl_max = False, color = 'black', width = 1.0, debug = False, direct = False):
+        edgelist = [e for e in g.edges() if all([True if (a in i) or (b in i) else False for i in e])]
+
+        if debug:
+            print(edgelist)
+
+        if lvl_max.__class__ == bool:
+            if debug:
+                print("Running 1 branch")
+
+            edgelist = [(pa, pb) for pa, pb in edgelist if not (abs(lvl(pa) - lvl(pb)) < lvl_min or nn_total_levels - abs(lvl(pa) - lvl(pb)) < lvl_min)]
+            '''
+            for p in edgelist:
+                if abs(lvl(pa) - lvl(pb)) < lvl_min:
+                    edgelist.remove((pa, pb))
+            '''
+        else:
+            if debug:
+                print(f"Running 2 branch on {edgelist}")
+
+            edgelist = [(pa, pb) for pa, pb in edgelist if not ((abs(lvl(pa) - lvl(pb)) < lvl_min or nn_total_levels - abs(lvl(pa) - lvl(pb)) < lvl_min) or (abs(lvl(pa) - lvl(pb)) > lvl_max and nn_total_levels - abs(lvl(pa) - lvl(pb)) > lvl_max))]
+            '''
+            for pa, pb in edgelist:
+                if debug:
+                    print(f"Processing ({pa}, {pb})")
+
+                if abs(lvl(pa) - lvl(pb)) < lvl_min or abs(lvl(pa) - lvl(pb)) > lvl_max:
+                    edgelist.remove((pa, pb))
+                    if debug:
+                        print(f'Discarding {pa} <-> {pb} (lvl(pa) == {lvl(pa)}, lvl(pb) == {lvl(pb)})')
+                elif debug:
+                    print(f'Leaving {pa} <-> {pb} (lvl(pa) == {lvl(pa)}, lvl(pb) == {lvl(pb)})')
+
+            for pa, pb in edgelist:
+                if debug:
+                    print(f"Processing ({pa}, {pb})")
+
+                if abs(lvl(pa) - lvl(pb)) < lvl_min or abs(lvl(pa) - lvl(pb)) > lvl_max:
+                    edgelist.remove((pa, pb))
+                    if debug:
+                        print(f'Discarding {pa} <-> {pb} (lvl(pa) == {lvl(pa)}, lvl(pb) == {lvl(pb)})')
+                elif debug:
+                    print(f'Leaving {pa} <-> {pb} (lvl(pa) == {lvl(pa)}, lvl(pb) == {lvl(pb)})')
+            '''
+
+        if debug:
+            print(edgelist)
+
+        if direct:
+            nx.draw_networkx_edges(g, exp_pos, edgelist = edgelist, width = width, edge_color = color)
+        else:
+            nx.draw_networkx_edges(g, exp_pos, edgelist = edgelist, connectionstyle='arc3,rad=0.2', arrows=True, width = width, edge_color = color)
+
+    pos = {
+        'ls': (-2, 0),
+        'lu': (-1, 1),
+        'ld': (-1, -1),
+        'm' : (0, 0),
+        'ru': (1, 1),
+        'rd': (1, -1),
+        'rs': (2, 0)
+    }
+
+    exp_pos = {}
+
+    for i in range(nn_total_levels):
+        for j, v in pos.items():
+            exp_pos[nn(i, j)] = (v[0], v[1] * 0.65 + 3 * i)
+
+    nx.draw_networkx_nodes(g, exp_pos, node_size = 600)
+    nx.draw_networkx_labels(g, exp_pos, font_size = 8)
+
+    #nx.draw_networkx_edges(g, exp_pos, edgelist = [e for e in g.edges() if all([True if ('ls' in i) or ('rs' in i) else False for i in e])], connectionstyle='arc3,rad=0.2', arrows=True)
+
+    # cluster
+    draw_edges_between('', '', lvl_max = 0, color = '#888888', width = 0.5, direct = True)
+
+    # S => 4
+    draw_edges_between('ls', 'rs', lvl_max = 1, color = '#33AAAA', width = 2)
+
+    draw_edges_between('lu', 'lu', lvl_max = 1, color = '#AAAA33', width = 1)
+    draw_edges_between('ru', 'ru', lvl_max = 1, color = '#AAAA33', width = 1)
+    draw_edges_between('ld', 'ld', lvl_max = 1, color = '#AAAA33', width = 1)
+    draw_edges_between('rd', 'rd', lvl_max = 1, color = '#AAAA33', width = 1)
+
+    # S => 6
+    draw_edges_between('lu', 'lu', lvl_min = 2, color = '#FF0000', width = 1.5)
+    draw_edges_between('ld', 'ld', lvl_min = 2, color = '#FFFF00', width = 1.5)
+    draw_edges_between('ru', 'ru', lvl_min = 2, color = '#00FF00', width = 1.5)
+    draw_edges_between('rd', 'rd', lvl_min = 2, color = '#00FFFF', width = 1.5)
+    draw_edges_between('ls', 'ls', lvl_min = 2, color = '#0000FF', width = 1.5)
+    draw_edges_between('rs', 'rs', lvl_min = 2, color = '#FF00FF', width = 1.5)
+    draw_edges_between('m' , 'm' , lvl_min = 2, color = '#000000', width = 1.5)
+
+    plt.show()
+
 def main():
     i = 0
 
@@ -146,9 +246,14 @@ def test():
     plt.show()
 
 def test2():
-    g = build_network(150)
+    g = build_network(144)
     print(analyze(g))
     print(set([v for i, v in g.degree()]))
 
+def test3():
+    g = build_network(3)
+    #print(g.adj['0-ls'])
+    visualize(g)
+
 if __name__=="__main__":
-    main()
+    test3()