diff --git a/algorithms/analysis/bigo_notation.py b/algorithms/analysis/bigo_notation.py
new file mode 100644
index 0000000..34e673e
--- /dev/null
+++ b/algorithms/analysis/bigo_notation.py
@@ -0,0 +1,24 @@
+from math import log
+import numpy as np
+import matplotlib.pyplot as plt
+%matplotlib inline
+plt.style.use('bmh')
+
+# Set up runtime comparisons
+
+n = np.linspace(1,10,1000)
+labels = ['Constant','Logarithmic','Linear','Log Linear','Quadratic','Cubic','Exponential']
+big_o = [np.ones(n.shape),np.log(n),n,n*np.log(n),n**2,n**3,2**n]
+
+# Plot setup
+
+plt.figure(figsize=(12,10))
+plt.ylim(0,50)
+
+for i in range(len(big_o)):
+    plt.plot(n,big_o[i],label = labels[i])
+
+
+plt.legend(loc=0)
+plt.ylabel('Relative Runtime')
+plt.xlabel('n')