diff --git a/pandas_eval.py b/pandas_eval.py
index f6d1bcb..d016fda 100644
--- a/pandas_eval.py
+++ b/pandas_eval.py
@@ -89,12 +89,9 @@ def bollinger(data, window_days, f=2):
 	mid = np.array(sma(tp_df, key='tp', window_days=window_days))
 	upper = mid + f * stddev
 	lower = mid - f * stddev
-	print (mid)
-	print (upper)
-	print (lower)
 	result = pd.DataFrame(upper, index=data.index, columns=['upper'])
 	result['lower'] = lower
-	result['mid'] = mid
+	result['mid'] = stddev
 	return result
 
 data = {}
@@ -119,21 +116,22 @@ data['ema'] = ema(data, key='close', alpha=0.75)
 data['macd'] = macd(data, key='close')
 data['sma'] = sma(data, key='close', window_days=30)
 boll = bollinger(data, window_days=30)
-data['boll(up)'] = boll['upper']
-data['boll(mid)'] = boll['mid']
-data['boll(low)'] = boll['lower']
 
-plt.subplot(211)
+plt.subplot(311)
 data['close'].plot()
-#data['ema'].plot()
-#data['sma'].plot()
-data['boll(up)'].plot()
-data['boll(mid)'].plot()
-data['boll(low)'].plot()
+data['ema'].plot()
+data['sma'].plot()
 plt.legend()
 plt.grid()
 
-plt.subplot(212)
+plt.subplot(312)
+boll['upper'].plot()
+boll['mid'].plot()
+boll['lower'].plot()
+plt.legend()
+plt.grid()
+
+plt.subplot(313)
 data['macd'].plot()
 plt.legend()
 plt.grid()