diff --git a/__pycache__/analysis.cpython-37.pyc b/__pycache__/analysis.cpython-37.pyc
index 826be636..82da3300 100644
Binary files a/__pycache__/analysis.cpython-37.pyc and b/__pycache__/analysis.cpython-37.pyc differ
diff --git a/analysis.py b/analysis.py
index 03da7fe6..fc2174c2 100644
--- a/analysis.py
+++ b/analysis.py
@@ -8,7 +8,7 @@
 
 #setup:
 
-__version__ = "1.0.3.007"
+__version__ = "1.0.3.008"
 
 __author__ = (
     "Arthur Lu <arthurlu@ttic.edu>, "
@@ -612,6 +612,59 @@ def generate_data(filename, x, y, low, high):
         temp = temp + str(random.uniform(low, high))
         file.write(temp + "\n")
 
+def debug():
+
+    data = load_csv('data.txt')
+
+    print("--------------------------------")
+
+    print(basic_stats(0, 'debug', 0))
+    print(basic_stats(data, "column", 0))
+    print(basic_stats(data, "row", 0))
+    print(z_score(10, basic_stats(data, "column", 0)[0], basic_stats(data, "column", 0)[3]))
+    print(histo_analysis(data[0], 0.01, -1, 1))
+    print(stdev_z_split(3.3, 0.2, 0.1, -5, 5))
+
+    print("--------------------------------")
+
+    game_c_entities = c_entities(["bot", "bot", "bot"], [0, 1, 2], [[10, 10], [-10, -10], [10, -10]], ["shit", "bad", "worse"], ["triangle", "square", "circle"])
+    game_c_entities.append("bot", 3, [-10, 10], "useless", "pentagram")
+    game_c_entities.edit(0, "null", "null", "null", "null", "triagon")
+    print(game_c_entities.search(0))
+    print(game_c_entities.debug())
+    print(game_c_entities.regurgitate())
+
+    print("--------------------------------")
+
+    game_nc_entities = nc_entities(["cube", "cube", "ball"], [0, 1, 2], [[0, 0.5], [1, 1.5], [2, 2]], ["1;1;1;10', '2;1;1;20", "r=0.5, 5"], ["1", "1", "0"])
+    game_nc_entities.append("cone", 3, [1, -1], "property", "effect")
+    game_nc_entities.edit(2, "sphere", 10, [5, -5], "new prop", "new effect")
+    print(game_nc_entities.search(10))
+    print(game_nc_entities.debug())
+    print(game_nc_entities.regurgitate())
+
+    print("--------------------------------")
+
+    game_obstacles = obstacles(["wall", "fortress", "castle"], [0, 1, 2],[[[10, 10], [10, 9], [9, 10], [9, 9]], [[-10, 9], [-10, -9], [-9, -10]], [[5, 0], [4, -1], [-4, -1]]] , [0, 0.01, 10])
+    game_obstacles.append("bastion", 3, [[50, 50], [49, 50], [50, 49], [49, 49]], 75)
+    game_obstacles.edit(0, "motte and bailey", "null", [[10, 10], [9, 10], [10, 9], [9, 9]], 0.01)
+    print(game_obstacles.search(0))
+    print(game_obstacles.debug())
+    print(game_obstacles.regurgitate())
+
+    print("--------------------------------")
+
+    game_objectives = objectives(["switch", "scale", "climb"], [0,1,2], [[0,0],[1,1],[2,0]], ["0,1", "1,1", "0,5"])
+    game_objectives.append("auto", 3, [0, 10], "1, 10")
+    game_objectives.edit(3, "null", 4, "null", "null")
+    print(game_objectives.search(4))
+    print(game_objectives.debug())
+    print(game_objectives.regurgitate())
+
+    print("--------------------------------")
+
+    print(poly_regression([1, 2, 3, 4, 5], [1, 2, 4, 8, 16], 2))
+
 #statistics def below------------------------------------------------------------------------------------------------------------------------------------------------------
 
 class StatisticsError(ValueError):