diff --git a/pandas_eval.py b/pandas_eval.py
index df43e0b..5ea4964 100644
--- a/pandas_eval.py
+++ b/pandas_eval.py
@@ -22,7 +22,7 @@ import os
 key = '0UO7Z2MVZ2YSQSVE'
 thresh_macd = 2.0
 show_range_days = 20
-show_title = []
+show_title = ['QCOM', 'CSCO']
 k_euro = 1 / 1.11
 
 titles = [
@@ -89,7 +89,7 @@ titles = [
 	'PLUG',
 	'PCELF',
 	'SU.PA',
-	'SON1.DE',
+#	'SON1.DE',
 	'STM.DE',
 	'BC8.DE',
 	'MOR.DE',
@@ -231,13 +231,27 @@ class Symbol(object):
 		self.data_full['sma'] = sma(self.data_full, key='close', window_days=30)
 		self.boll_full = bollinger(self.data_full, window_days=30)
 
-		_macd = self.data_full['macd'][len(self.data_full)-1]
-		return {'macd' : _macd}
+		_macd_curr = self.data_full['macd'][len(self.data_full)-1]
+
+		self._macd_data = self.data_full['macd'][len(self.data_full) - show_range_days:]
+		x_r = list(range(0, len(self._macd_data)))
+		y_r = self._macd_data.to_numpy()
+		poly = np.polyfit(x_r, y_r, 5)
+		poly_d = np.polyder(poly)
+
+		yf = np.polyval(poly, x_r)
+		yf_d = np.polyval(poly_d, x_r)
+		self._macd_fitted = pd.DataFrame(np.transpose([yf,yf_d]), index=self._macd_data.index, columns=['macd_fitted', 'macd_fitted_d'])
+
+		_macd_f_curr = self._macd_fitted['macd_fitted'][len(self._macd_fitted)-1]
+		_macd_fd_curr = self._macd_fitted['macd_fitted_d'][len(self._macd_fitted)-1]
+
+		return {'macd' : _macd_curr, 'macd_f' : _macd_f_curr, 'macd_fd' : _macd_fd_curr}
 
 
 	def show(self, figNum=1):
-		data = self.data_full[len(self.data_full)-1 - show_range_days:]
-		boll = self.boll_full[len(self.boll_full)-1 - show_range_days:]
+		data = self.data_full[len(self.data_full) - show_range_days:]
+		boll = self.boll_full[len(self.boll_full) - show_range_days:]
 
 		self.fig = plt.figure(figNum)
 		self.ax = plt.subplot(311)
@@ -253,19 +267,21 @@ class Symbol(object):
 		plt.legend()
 		plt.grid()
 
+
 		plt.subplot(313)
-		data['macd'].plot()
+		self._macd_data.plot()
+		self._macd_fitted['macd_fitted'].plot()
+		self._macd_fitted['macd_fitted_d'].plot()
 		plt.legend()
 		plt.grid()
 
-
 figNum = 1
 
 if len(show_title) > 0:
 	for title in show_title:
 		sym = Symbol(title)
 		sym.fetch()
-		sym.analyze()
+		print(sym.analyze())
 		sym.show(figNum)
 		figNum += 1
 else:
@@ -273,7 +289,7 @@ else:
 		sym = Symbol(title)
 		sym.fetch()
 		result = sym.analyze()
-		if result['macd'] > thresh_macd:
+		if result['macd_f'] > thresh_macd and result['macd_fd'] > 0:
 			sym.show(figNum)
 			figNum += 1